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Created November 19, 2017 18:04
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Error
./main/dede
DeepDetect [ commit ab7bae2b9a0b994efeb95be4aa836385beccd6f8 ]
INFO - 22:16:57 - Running DeepDetect HTTP server on localhost:8080
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1119 22:37:08.036111 7594 caffelib.cc:131] instantiating model template googlenet
I1119 22:37:08.036164 7594 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1119 22:37:08.036170 7594 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
INFO - 22:37:08 - Sun Nov 19 22:37:08 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification" 201 872
INFO - 22:37:25 - Sun Nov 19 22:37:25 2017 IST - 127.0.0.1 "POST /train" 201 0
INFO - 22:37:25 - A total of 11012 images.
INFO - 22:37:25 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 22:37:28 - Processed 1000 files.
INFO - 22:37:32 - Processed 2000 files.
INFO - 22:37:35 - Processed 3000 files.
INFO - 22:37:38 - Processed 4000 files.
INFO - 22:37:41 - Processed 5000 files.
INFO - 22:37:44 - Processed 6000 files.
INFO - 22:37:47 - Processed 7000 files.
INFO - 22:37:50 - Processed 8000 files.
INFO - 22:37:53 - Processed 9000 files.
INFO - 22:37:56 - Processed 10000 files.
INFO - 22:37:59 - Processed 11000 files.
INFO - 22:37:59 - Processed 11012 files.
INFO - 22:37:59 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb
INFO - 22:38:02 - Processed 1000 files.
INFO - 22:38:02 - Processed 1224 files.
INFO - 22:38:02 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 22:38:02 - Decoding Datum
INFO - 22:38:11 - Processed 10000 files.
INFO - 22:38:12 - Processed 11012 files.
INFO - 22:38:12 - Write to /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 22:38:12 - Number of channels: 3
INFO - 22:38:12 - mean_value channel [0]:128.042
INFO - 22:38:12 - mean_value channel [1]:135.86
I1119 22:38:12.421525 7960 caffelib.cc:1849] user batch_size=32 / inputc batch_size=11012
I1119 22:38:12.421551 7960 caffelib.cc:1893] batch_size=4 / test_batch_size=24 / test_iter=51
INFO - 22:38:12 - mean_value channel [2]:123.698
INFO - 22:38:12 - Initializing solver from parameters:
INFO - 22:38:12 - Creating training net specified in net_param.
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer googlenet
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-1
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-5
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-1
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-5
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss3/top-1
INFO - 22:38:12 - The NetState phase (0) differed from the phase (1) specified by a rule in layer probt
INFO - 22:38:12 - Initializing net from parameters:
INFO - 22:38:12 - Creating layer / name=data / type=Data
INFO - 22:38:12 - Creating Layer data
INFO - 22:38:12 - data -> data
INFO - 22:38:12 - data -> label
INFO - 22:38:12 - Loading mean file from: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 22:38:12 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 22:38:12 - output data size: 32,3,224,224
INFO - 22:38:12 - Setting up data
INFO - 22:38:12 - Top shape: 32 3 224 224 (4816896)
INFO - 22:38:12 - Top shape: 32 (32)
INFO - 22:38:12 - Memory required for data: 19267712
INFO - 22:38:12 - Creating layer / name=label_data_1_split / type=Split
INFO - 22:38:12 - Creating Layer label_data_1_split
INFO - 22:38:12 - label_data_1_split <- label
INFO - 22:38:12 - label_data_1_split -> label_data_1_split_0
INFO - 22:38:12 - label_data_1_split -> label_data_1_split_1
INFO - 22:38:12 - label_data_1_split -> label_data_1_split_2
INFO - 22:38:12 - Setting up label_data_1_split
INFO - 22:38:12 - Top shape: 32 (32)
INFO - 22:38:12 - Top shape: 32 (32)
INFO - 22:38:12 - Top shape: 32 (32)
INFO - 22:38:12 - Memory required for data: 19268096
INFO - 22:38:12 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 22:38:12 - Creating Layer conv1/7x7_s2
INFO - 22:38:12 - conv1/7x7_s2 <- data
INFO - 22:38:12 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 22:38:12 - Setting up conv1/7x7_s2
INFO - 22:38:12 - Top shape: 32 64 112 112 (25690112)
INFO - 22:38:12 - Memory required for data: 122028544
INFO - 22:38:12 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 22:38:12 - Creating Layer conv1/relu_7x7
INFO - 22:38:12 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 22:38:12 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 22:38:12 - Setting up conv1/relu_7x7
INFO - 22:38:12 - Top shape: 32 64 112 112 (25690112)
INFO - 22:38:12 - Memory required for data: 224788992
INFO - 22:38:12 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool1/3x3_s2
INFO - 22:38:12 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 22:38:12 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 22:38:12 - Setting up pool1/3x3_s2
INFO - 22:38:12 - Top shape: 32 64 56 56 (6422528)
INFO - 22:38:12 - Memory required for data: 250479104
INFO - 22:38:12 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 22:38:12 - Creating Layer pool1/norm1
INFO - 22:38:12 - pool1/norm1 <- pool1/3x3_s2
INFO - 22:38:12 - pool1/norm1 -> pool1/norm1
INFO - 22:38:12 - Setting up pool1/norm1
INFO - 22:38:12 - Top shape: 32 64 56 56 (6422528)
INFO - 22:38:12 - Memory required for data: 276169216
INFO - 22:38:12 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer conv2/3x3_reduce
INFO - 22:38:12 - conv2/3x3_reduce <- pool1/norm1
INFO - 22:38:12 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 22:38:12 - Setting up conv2/3x3_reduce
INFO - 22:38:12 - Top shape: 32 64 56 56 (6422528)
INFO - 22:38:12 - Memory required for data: 301859328
INFO - 22:38:12 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer conv2/relu_3x3_reduce
INFO - 22:38:12 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 22:38:12 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up conv2/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 64 56 56 (6422528)
INFO - 22:38:12 - Memory required for data: 327549440
INFO - 22:38:12 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer conv2/3x3
INFO - 22:38:12 - conv2/3x3 <- conv2/3x3_reduce
INFO - 22:38:12 - conv2/3x3 -> conv2/3x3
INFO - 22:38:12 - Setting up conv2/3x3
INFO - 22:38:12 - Top shape: 32 192 56 56 (19267584)
INFO - 22:38:12 - Memory required for data: 404619776
INFO - 22:38:12 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer conv2/relu_3x3
INFO - 22:38:12 - conv2/relu_3x3 <- conv2/3x3
INFO - 22:38:12 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 22:38:12 - Setting up conv2/relu_3x3
INFO - 22:38:12 - Top shape: 32 192 56 56 (19267584)
INFO - 22:38:12 - Memory required for data: 481690112
INFO - 22:38:12 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 22:38:12 - Creating Layer conv2/norm2
INFO - 22:38:12 - conv2/norm2 <- conv2/3x3
INFO - 22:38:12 - conv2/norm2 -> conv2/norm2
INFO - 22:38:12 - Setting up conv2/norm2
INFO - 22:38:12 - Top shape: 32 192 56 56 (19267584)
INFO - 22:38:12 - Memory required for data: 558760448
INFO - 22:38:12 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool2/3x3_s2
INFO - 22:38:12 - pool2/3x3_s2 <- conv2/norm2
INFO - 22:38:12 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 22:38:12 - Setting up pool2/3x3_s2
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 578028032
INFO - 22:38:12 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 655098368
INFO - 22:38:12 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/1x1
INFO - 22:38:12 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 22:38:12 - inception_3a/1x1 -> inception_3a/1x1
INFO - 22:38:12 - Setting up inception_3a/1x1
INFO - 22:38:12 - Top shape: 32 64 28 28 (1605632)
INFO - 22:38:12 - Memory required for data: 661520896
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_1x1
INFO - 22:38:12 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 22:38:12 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_1x1
INFO - 22:38:12 - Top shape: 32 64 28 28 (1605632)
INFO - 22:38:12 - Memory required for data: 667943424
INFO - 22:38:12 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 22:38:12 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 22:38:12 - Setting up inception_3a/3x3_reduce
INFO - 22:38:12 - Top shape: 32 96 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 677577216
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 22:38:12 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 96 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 687211008
INFO - 22:38:12 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/3x3
INFO - 22:38:12 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/3x3 -> inception_3a/3x3
INFO - 22:38:12 - Setting up inception_3a/3x3
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 700056064
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_3x3
INFO - 22:38:12 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 22:38:12 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_3x3
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 712901120
INFO - 22:38:12 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 22:38:12 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 22:38:12 - Setting up inception_3a/5x5_reduce
INFO - 22:38:12 - Top shape: 32 16 28 28 (401408)
INFO - 22:38:12 - Memory required for data: 714506752
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 22:38:12 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 16 28 28 (401408)
INFO - 22:38:12 - Memory required for data: 716112384
INFO - 22:38:12 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/5x5
INFO - 22:38:12 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/5x5 -> inception_3a/5x5
INFO - 22:38:12 - Setting up inception_3a/5x5
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 719323648
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_5x5
INFO - 22:38:12 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 22:38:12 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_5x5
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 722534912
INFO - 22:38:12 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_3a/pool
INFO - 22:38:12 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 22:38:12 - inception_3a/pool -> inception_3a/pool
INFO - 22:38:12 - Setting up inception_3a/pool
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 741802496
INFO - 22:38:12 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/pool_proj <- inception_3a/pool
INFO - 22:38:12 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 22:38:12 - Setting up inception_3a/pool_proj
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 745013760
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_pool_proj
INFO - 22:38:12 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 748225024
INFO - 22:38:12 - Creating layer / name=inception_3a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_3a/output
INFO - 22:38:12 - inception_3a/output <- inception_3a/1x1
INFO - 22:38:12 - inception_3a/output <- inception_3a/3x3
INFO - 22:38:12 - inception_3a/output <- inception_3a/5x5
INFO - 22:38:12 - inception_3a/output <- inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/output -> inception_3a/output
INFO - 22:38:12 - Setting up inception_3a/output
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Memory required for data: 773915136
INFO - 22:38:12 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 22:38:12 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Memory required for data: 876675584
INFO - 22:38:12 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/1x1
INFO - 22:38:12 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 22:38:12 - inception_3b/1x1 -> inception_3b/1x1
INFO - 22:38:12 - Setting up inception_3b/1x1
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 889520640
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_1x1
INFO - 22:38:12 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 22:38:12 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_1x1
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 902365696
INFO - 22:38:12 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 22:38:12 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 22:38:12 - Setting up inception_3b/3x3_reduce
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 915210752
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 22:38:12 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 128 28 28 (3211264)
INFO - 22:38:12 - Memory required for data: 928055808
INFO - 22:38:12 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/3x3
INFO - 22:38:12 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/3x3 -> inception_3b/3x3
INFO - 22:38:12 - Setting up inception_3b/3x3
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 947323392
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_3x3
INFO - 22:38:12 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 22:38:12 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_3x3
INFO - 22:38:12 - Top shape: 32 192 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 966590976
INFO - 22:38:12 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 22:38:12 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 22:38:12 - Setting up inception_3b/5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 969802240
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 22:38:12 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 28 28 (802816)
INFO - 22:38:12 - Memory required for data: 973013504
INFO - 22:38:12 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/5x5
INFO - 22:38:12 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/5x5 -> inception_3b/5x5
INFO - 22:38:12 - Setting up inception_3b/5x5
INFO - 22:38:12 - Top shape: 32 96 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 982647296
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_5x5
INFO - 22:38:12 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 22:38:12 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_5x5
INFO - 22:38:12 - Top shape: 32 96 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 992281088
INFO - 22:38:12 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_3b/pool
INFO - 22:38:12 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 22:38:12 - inception_3b/pool -> inception_3b/pool
INFO - 22:38:12 - Setting up inception_3b/pool
INFO - 22:38:12 - Top shape: 32 256 28 28 (6422528)
INFO - 22:38:12 - Memory required for data: 1017971200
INFO - 22:38:12 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/pool_proj <- inception_3b/pool
INFO - 22:38:12 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 22:38:12 - Setting up inception_3b/pool_proj
INFO - 22:38:12 - Top shape: 32 64 28 28 (1605632)
INFO - 22:38:12 - Memory required for data: 1024393728
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_pool_proj
INFO - 22:38:12 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 64 28 28 (1605632)
INFO - 22:38:12 - Memory required for data: 1030816256
INFO - 22:38:12 - Creating layer / name=inception_3b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_3b/output
INFO - 22:38:12 - inception_3b/output <- inception_3b/1x1
INFO - 22:38:12 - inception_3b/output <- inception_3b/3x3
INFO - 22:38:12 - inception_3b/output <- inception_3b/5x5
INFO - 22:38:12 - inception_3b/output <- inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/output -> inception_3b/output
INFO - 22:38:12 - Setting up inception_3b/output
INFO - 22:38:12 - Top shape: 32 480 28 28 (12042240)
INFO - 22:38:12 - Memory required for data: 1078985216
INFO - 22:38:12 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool3/3x3_s2
INFO - 22:38:12 - pool3/3x3_s2 <- inception_3b/output
INFO - 22:38:12 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 22:38:12 - Setting up pool3/3x3_s2
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Memory required for data: 1091027456
INFO - 22:38:12 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Memory required for data: 1139196416
INFO - 22:38:12 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/1x1
INFO - 22:38:12 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 22:38:12 - inception_4a/1x1 -> inception_4a/1x1
INFO - 22:38:12 - Setting up inception_4a/1x1
INFO - 22:38:12 - Top shape: 32 192 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1144013312
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_1x1
INFO - 22:38:12 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 22:38:12 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_1x1
INFO - 22:38:12 - Top shape: 32 192 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1148830208
INFO - 22:38:12 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 22:38:12 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 22:38:12 - Setting up inception_4a/3x3_reduce
INFO - 22:38:12 - Top shape: 32 96 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1151238656
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 22:38:12 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 96 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1153647104
INFO - 22:38:12 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/3x3
INFO - 22:38:12 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/3x3 -> inception_4a/3x3
INFO - 22:38:12 - Setting up inception_4a/3x3
INFO - 22:38:12 - Top shape: 32 208 14 14 (1304576)
INFO - 22:38:12 - Memory required for data: 1158865408
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_3x3
INFO - 22:38:12 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 22:38:12 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_3x3
INFO - 22:38:12 - Top shape: 32 208 14 14 (1304576)
INFO - 22:38:12 - Memory required for data: 1164083712
INFO - 22:38:12 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 22:38:12 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 22:38:12 - Setting up inception_4a/5x5_reduce
INFO - 22:38:12 - Top shape: 32 16 14 14 (100352)
INFO - 22:38:12 - Memory required for data: 1164485120
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 22:38:12 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 16 14 14 (100352)
INFO - 22:38:12 - Memory required for data: 1164886528
INFO - 22:38:12 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/5x5
INFO - 22:38:12 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/5x5 -> inception_4a/5x5
INFO - 22:38:12 - Setting up inception_4a/5x5
INFO - 22:38:12 - Top shape: 32 48 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1166090752
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_5x5
INFO - 22:38:12 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 22:38:12 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_5x5
INFO - 22:38:12 - Top shape: 32 48 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1167294976
INFO - 22:38:12 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4a/pool
INFO - 22:38:12 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 22:38:12 - inception_4a/pool -> inception_4a/pool
INFO - 22:38:12 - Setting up inception_4a/pool
INFO - 22:38:12 - Top shape: 32 480 14 14 (3010560)
INFO - 22:38:12 - Memory required for data: 1179337216
INFO - 22:38:12 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/pool_proj <- inception_4a/pool
INFO - 22:38:12 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 22:38:12 - Setting up inception_4a/pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1180942848
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_pool_proj
INFO - 22:38:12 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1182548480
INFO - 22:38:12 - Creating layer / name=inception_4a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4a/output
INFO - 22:38:12 - inception_4a/output <- inception_4a/1x1
INFO - 22:38:12 - inception_4a/output <- inception_4a/3x3
INFO - 22:38:12 - inception_4a/output <- inception_4a/5x5
INFO - 22:38:12 - inception_4a/output <- inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/output -> inception_4a/output
INFO - 22:38:12 - Setting up inception_4a/output
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1195393536
INFO - 22:38:12 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 22:38:12 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1259618816
INFO - 22:38:12 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 22:38:12 - Creating Layer loss1/ave_pool
INFO - 22:38:12 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 22:38:12 - loss1/ave_pool -> loss1/ave_pool
INFO - 22:38:12 - Setting up loss1/ave_pool
INFO - 22:38:12 - Top shape: 32 512 4 4 (262144)
INFO - 22:38:12 - Memory required for data: 1260667392
INFO - 22:38:12 - Creating layer / name=loss1/conv / type=Convolution
INFO - 22:38:12 - Creating Layer loss1/conv
INFO - 22:38:12 - loss1/conv <- loss1/ave_pool
INFO - 22:38:12 - loss1/conv -> loss1/conv
INFO - 22:38:12 - Setting up loss1/conv
INFO - 22:38:12 - Top shape: 32 128 4 4 (65536)
INFO - 22:38:12 - Memory required for data: 1260929536
INFO - 22:38:12 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 22:38:12 - Creating Layer loss1/relu_conv
INFO - 22:38:12 - loss1/relu_conv <- loss1/conv
INFO - 22:38:12 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 22:38:12 - Setting up loss1/relu_conv
INFO - 22:38:12 - Top shape: 32 128 4 4 (65536)
INFO - 22:38:12 - Memory required for data: 1261191680
INFO - 22:38:12 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss1/fc
INFO - 22:38:12 - loss1/fc <- loss1/conv
INFO - 22:38:12 - loss1/fc -> loss1/fc
INFO - 22:38:12 - Setting up loss1/fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1261322752
INFO - 22:38:12 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 22:38:12 - Creating Layer loss1/relu_fc
INFO - 22:38:12 - loss1/relu_fc <- loss1/fc
INFO - 22:38:12 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 22:38:12 - Setting up loss1/relu_fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1261453824
INFO - 22:38:12 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 22:38:12 - Creating Layer loss1/drop_fc
INFO - 22:38:12 - loss1/drop_fc <- loss1/fc
INFO - 22:38:12 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 22:38:12 - Setting up loss1/drop_fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1261584896
INFO - 22:38:12 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss1/classifier
INFO - 22:38:12 - loss1/classifier <- loss1/fc
INFO - 22:38:12 - loss1/classifier -> loss1/classifier
INFO - 22:38:12 - Setting up loss1/classifier
INFO - 22:38:12 - Top shape: 32 1000 (32000)
INFO - 22:38:12 - Memory required for data: 1261712896
INFO - 22:38:12 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss1/loss
INFO - 22:38:12 - loss1/loss <- loss1/classifier
INFO - 22:38:12 - loss1/loss <- label_data_1_split_0
INFO - 22:38:12 - loss1/loss -> loss1/loss1
INFO - 22:38:12 - Creating layer / name=loss1/loss / type=Softmax
INFO - 22:38:12 - Setting up loss1/loss
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 0.3
INFO - 22:38:12 - Memory required for data: 1261712900
INFO - 22:38:12 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/1x1
INFO - 22:38:12 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 22:38:12 - inception_4b/1x1 -> inception_4b/1x1
INFO - 22:38:12 - Setting up inception_4b/1x1
INFO - 22:38:12 - Top shape: 32 160 14 14 (1003520)
INFO - 22:38:12 - Memory required for data: 1265726980
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_1x1
INFO - 22:38:12 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 22:38:12 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_1x1
INFO - 22:38:12 - Top shape: 32 160 14 14 (1003520)
INFO - 22:38:12 - Memory required for data: 1269741060
INFO - 22:38:12 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 22:38:12 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 22:38:12 - Setting up inception_4b/3x3_reduce
INFO - 22:38:12 - Top shape: 32 112 14 14 (702464)
INFO - 22:38:12 - Memory required for data: 1272550916
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 22:38:12 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 112 14 14 (702464)
INFO - 22:38:12 - Memory required for data: 1275360772
INFO - 22:38:12 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/3x3
INFO - 22:38:12 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/3x3 -> inception_4b/3x3
INFO - 22:38:12 - Setting up inception_4b/3x3
INFO - 22:38:12 - Top shape: 32 224 14 14 (1404928)
INFO - 22:38:12 - Memory required for data: 1280980484
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_3x3
INFO - 22:38:12 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 22:38:12 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_3x3
INFO - 22:38:12 - Top shape: 32 224 14 14 (1404928)
INFO - 22:38:12 - Memory required for data: 1286600196
INFO - 22:38:12 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 22:38:12 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 22:38:12 - Setting up inception_4b/5x5_reduce
INFO - 22:38:12 - Top shape: 32 24 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1287202308
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 22:38:12 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 24 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1287804420
INFO - 22:38:12 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/5x5
INFO - 22:38:12 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/5x5 -> inception_4b/5x5
INFO - 22:38:12 - Setting up inception_4b/5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1289410052
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_5x5
INFO - 22:38:12 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 22:38:12 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1291015684
INFO - 22:38:12 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4b/pool
INFO - 22:38:12 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 22:38:12 - inception_4b/pool -> inception_4b/pool
INFO - 22:38:12 - Setting up inception_4b/pool
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1303860740
INFO - 22:38:12 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/pool_proj <- inception_4b/pool
INFO - 22:38:12 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 22:38:12 - Setting up inception_4b/pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1305466372
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_pool_proj
INFO - 22:38:12 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1307072004
INFO - 22:38:12 - Creating layer / name=inception_4b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4b/output
INFO - 22:38:12 - inception_4b/output <- inception_4b/1x1
INFO - 22:38:12 - inception_4b/output <- inception_4b/3x3
INFO - 22:38:12 - inception_4b/output <- inception_4b/5x5
INFO - 22:38:12 - inception_4b/output <- inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/output -> inception_4b/output
INFO - 22:38:12 - Setting up inception_4b/output
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1319917060
INFO - 22:38:12 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 22:38:12 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1371297284
INFO - 22:38:12 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/1x1
INFO - 22:38:12 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 22:38:12 - inception_4c/1x1 -> inception_4c/1x1
INFO - 22:38:12 - Setting up inception_4c/1x1
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1374508548
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_1x1
INFO - 22:38:12 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 22:38:12 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_1x1
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1377719812
INFO - 22:38:12 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 22:38:12 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 22:38:12 - Setting up inception_4c/3x3_reduce
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1380931076
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 22:38:12 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1384142340
INFO - 22:38:12 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/3x3
INFO - 22:38:12 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/3x3 -> inception_4c/3x3
INFO - 22:38:12 - Setting up inception_4c/3x3
INFO - 22:38:12 - Top shape: 32 256 14 14 (1605632)
INFO - 22:38:12 - Memory required for data: 1390564868
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_3x3
INFO - 22:38:12 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 22:38:12 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_3x3
INFO - 22:38:12 - Top shape: 32 256 14 14 (1605632)
INFO - 22:38:12 - Memory required for data: 1396987396
INFO - 22:38:12 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 22:38:12 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 22:38:12 - Setting up inception_4c/5x5_reduce
INFO - 22:38:12 - Top shape: 32 24 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1397589508
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 22:38:12 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 24 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1398191620
INFO - 22:38:12 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/5x5
INFO - 22:38:12 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/5x5 -> inception_4c/5x5
INFO - 22:38:12 - Setting up inception_4c/5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1399797252
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_5x5
INFO - 22:38:12 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 22:38:12 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1401402884
INFO - 22:38:12 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4c/pool
INFO - 22:38:12 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 22:38:12 - inception_4c/pool -> inception_4c/pool
INFO - 22:38:12 - Setting up inception_4c/pool
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1414247940
INFO - 22:38:12 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/pool_proj <- inception_4c/pool
INFO - 22:38:12 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 22:38:12 - Setting up inception_4c/pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1415853572
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_pool_proj
INFO - 22:38:12 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1417459204
INFO - 22:38:12 - Creating layer / name=inception_4c/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4c/output
INFO - 22:38:12 - inception_4c/output <- inception_4c/1x1
INFO - 22:38:12 - inception_4c/output <- inception_4c/3x3
INFO - 22:38:12 - inception_4c/output <- inception_4c/5x5
INFO - 22:38:12 - inception_4c/output <- inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/output -> inception_4c/output
INFO - 22:38:12 - Setting up inception_4c/output
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1430304260
INFO - 22:38:12 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 22:38:12 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1481684484
INFO - 22:38:12 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/1x1
INFO - 22:38:12 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 22:38:12 - inception_4d/1x1 -> inception_4d/1x1
INFO - 22:38:12 - Setting up inception_4d/1x1
INFO - 22:38:12 - Top shape: 32 112 14 14 (702464)
INFO - 22:38:12 - Memory required for data: 1484494340
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_1x1
INFO - 22:38:12 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 22:38:12 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_1x1
INFO - 22:38:12 - Top shape: 32 112 14 14 (702464)
INFO - 22:38:12 - Memory required for data: 1487304196
INFO - 22:38:12 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 22:38:12 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 22:38:12 - Setting up inception_4d/3x3_reduce
INFO - 22:38:12 - Top shape: 32 144 14 14 (903168)
INFO - 22:38:12 - Memory required for data: 1490916868
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 22:38:12 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 144 14 14 (903168)
INFO - 22:38:12 - Memory required for data: 1494529540
INFO - 22:38:12 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/3x3
INFO - 22:38:12 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/3x3 -> inception_4d/3x3
INFO - 22:38:12 - Setting up inception_4d/3x3
INFO - 22:38:12 - Top shape: 32 288 14 14 (1806336)
INFO - 22:38:12 - Memory required for data: 1501754884
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_3x3
INFO - 22:38:12 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 22:38:12 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_3x3
INFO - 22:38:12 - Top shape: 32 288 14 14 (1806336)
INFO - 22:38:12 - Memory required for data: 1508980228
INFO - 22:38:12 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 22:38:12 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 22:38:12 - Setting up inception_4d/5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 14 14 (200704)
INFO - 22:38:12 - Memory required for data: 1509783044
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 22:38:12 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 14 14 (200704)
INFO - 22:38:12 - Memory required for data: 1510585860
INFO - 22:38:12 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/5x5
INFO - 22:38:12 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/5x5 -> inception_4d/5x5
INFO - 22:38:12 - Setting up inception_4d/5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1512191492
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_5x5
INFO - 22:38:12 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 22:38:12 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_5x5
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1513797124
INFO - 22:38:12 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4d/pool
INFO - 22:38:12 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 22:38:12 - inception_4d/pool -> inception_4d/pool
INFO - 22:38:12 - Setting up inception_4d/pool
INFO - 22:38:12 - Top shape: 32 512 14 14 (3211264)
INFO - 22:38:12 - Memory required for data: 1526642180
INFO - 22:38:12 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/pool_proj <- inception_4d/pool
INFO - 22:38:12 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 22:38:12 - Setting up inception_4d/pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1528247812
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_pool_proj
INFO - 22:38:12 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 64 14 14 (401408)
INFO - 22:38:12 - Memory required for data: 1529853444
INFO - 22:38:12 - Creating layer / name=inception_4d/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4d/output
INFO - 22:38:12 - inception_4d/output <- inception_4d/1x1
INFO - 22:38:12 - inception_4d/output <- inception_4d/3x3
INFO - 22:38:12 - inception_4d/output <- inception_4d/5x5
INFO - 22:38:12 - inception_4d/output <- inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/output -> inception_4d/output
INFO - 22:38:12 - Setting up inception_4d/output
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Memory required for data: 1543099908
INFO - 22:38:12 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 22:38:12 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Memory required for data: 1609332228
INFO - 22:38:12 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 22:38:12 - Creating Layer loss2/ave_pool
INFO - 22:38:12 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 22:38:12 - loss2/ave_pool -> loss2/ave_pool
INFO - 22:38:12 - Setting up loss2/ave_pool
INFO - 22:38:12 - Top shape: 32 528 4 4 (270336)
INFO - 22:38:12 - Memory required for data: 1610413572
INFO - 22:38:12 - Creating layer / name=loss2/conv / type=Convolution
INFO - 22:38:12 - Creating Layer loss2/conv
INFO - 22:38:12 - loss2/conv <- loss2/ave_pool
INFO - 22:38:12 - loss2/conv -> loss2/conv
INFO - 22:38:12 - Setting up loss2/conv
INFO - 22:38:12 - Top shape: 32 128 4 4 (65536)
INFO - 22:38:12 - Memory required for data: 1610675716
INFO - 22:38:12 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 22:38:12 - Creating Layer loss2/relu_conv
INFO - 22:38:12 - loss2/relu_conv <- loss2/conv
INFO - 22:38:12 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 22:38:12 - Setting up loss2/relu_conv
INFO - 22:38:12 - Top shape: 32 128 4 4 (65536)
INFO - 22:38:12 - Memory required for data: 1610937860
INFO - 22:38:12 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss2/fc
INFO - 22:38:12 - loss2/fc <- loss2/conv
INFO - 22:38:12 - loss2/fc -> loss2/fc
INFO - 22:38:12 - Setting up loss2/fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1611068932
INFO - 22:38:12 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 22:38:12 - Creating Layer loss2/relu_fc
INFO - 22:38:12 - loss2/relu_fc <- loss2/fc
INFO - 22:38:12 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 22:38:12 - Setting up loss2/relu_fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1611200004
INFO - 22:38:12 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 22:38:12 - Creating Layer loss2/drop_fc
INFO - 22:38:12 - loss2/drop_fc <- loss2/fc
INFO - 22:38:12 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 22:38:12 - Setting up loss2/drop_fc
INFO - 22:38:12 - Top shape: 32 1024 (32768)
INFO - 22:38:12 - Memory required for data: 1611331076
INFO - 22:38:12 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss2/classifier
INFO - 22:38:12 - loss2/classifier <- loss2/fc
INFO - 22:38:12 - loss2/classifier -> loss2/classifier
INFO - 22:38:12 - Setting up loss2/classifier
INFO - 22:38:12 - Top shape: 32 1000 (32000)
INFO - 22:38:12 - Memory required for data: 1611459076
INFO - 22:38:12 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss2/loss
INFO - 22:38:12 - loss2/loss <- loss2/classifier
INFO - 22:38:12 - loss2/loss <- label_data_1_split_1
INFO - 22:38:12 - loss2/loss -> loss2/loss1
INFO - 22:38:12 - Creating layer / name=loss2/loss / type=Softmax
INFO - 22:38:12 - Setting up loss2/loss
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 0.3
INFO - 22:38:12 - Memory required for data: 1611459080
INFO - 22:38:12 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/1x1
INFO - 22:38:12 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 22:38:12 - inception_4e/1x1 -> inception_4e/1x1
INFO - 22:38:12 - Setting up inception_4e/1x1
INFO - 22:38:12 - Top shape: 32 256 14 14 (1605632)
INFO - 22:38:12 - Memory required for data: 1617881608
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_1x1
INFO - 22:38:12 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 22:38:12 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_1x1
INFO - 22:38:12 - Top shape: 32 256 14 14 (1605632)
INFO - 22:38:12 - Memory required for data: 1624304136
INFO - 22:38:12 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 22:38:12 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 22:38:12 - Setting up inception_4e/3x3_reduce
INFO - 22:38:12 - Top shape: 32 160 14 14 (1003520)
INFO - 22:38:12 - Memory required for data: 1628318216
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 22:38:12 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 160 14 14 (1003520)
INFO - 22:38:12 - Memory required for data: 1632332296
INFO - 22:38:12 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/3x3
INFO - 22:38:12 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/3x3 -> inception_4e/3x3
INFO - 22:38:12 - Setting up inception_4e/3x3
INFO - 22:38:12 - Top shape: 32 320 14 14 (2007040)
INFO - 22:38:12 - Memory required for data: 1640360456
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_3x3
INFO - 22:38:12 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 22:38:12 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_3x3
INFO - 22:38:12 - Top shape: 32 320 14 14 (2007040)
INFO - 22:38:12 - Memory required for data: 1648388616
INFO - 22:38:12 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 22:38:12 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 22:38:12 - Setting up inception_4e/5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 14 14 (200704)
INFO - 22:38:12 - Memory required for data: 1649191432
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 22:38:12 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 14 14 (200704)
INFO - 22:38:12 - Memory required for data: 1649994248
INFO - 22:38:12 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/5x5
INFO - 22:38:12 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/5x5 -> inception_4e/5x5
INFO - 22:38:12 - Setting up inception_4e/5x5
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1653205512
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_5x5
INFO - 22:38:12 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 22:38:12 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_5x5
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1656416776
INFO - 22:38:12 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4e/pool
INFO - 22:38:12 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 22:38:12 - inception_4e/pool -> inception_4e/pool
INFO - 22:38:12 - Setting up inception_4e/pool
INFO - 22:38:12 - Top shape: 32 528 14 14 (3311616)
INFO - 22:38:12 - Memory required for data: 1669663240
INFO - 22:38:12 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/pool_proj <- inception_4e/pool
INFO - 22:38:12 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 22:38:12 - Setting up inception_4e/pool_proj
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1672874504
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_pool_proj
INFO - 22:38:12 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 128 14 14 (802816)
INFO - 22:38:12 - Memory required for data: 1676085768
INFO - 22:38:12 - Creating layer / name=inception_4e/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4e/output
INFO - 22:38:12 - inception_4e/output <- inception_4e/1x1
INFO - 22:38:12 - inception_4e/output <- inception_4e/3x3
INFO - 22:38:12 - inception_4e/output <- inception_4e/5x5
INFO - 22:38:12 - inception_4e/output <- inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/output -> inception_4e/output
INFO - 22:38:12 - Setting up inception_4e/output
INFO - 22:38:12 - Top shape: 32 832 14 14 (5218304)
INFO - 22:38:12 - Memory required for data: 1696958984
INFO - 22:38:12 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool4/3x3_s2
INFO - 22:38:12 - pool4/3x3_s2 <- inception_4e/output
INFO - 22:38:12 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 22:38:12 - Setting up pool4/3x3_s2
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1702177288
INFO - 22:38:12 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1723050504
INFO - 22:38:12 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/1x1
INFO - 22:38:12 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 22:38:12 - inception_5a/1x1 -> inception_5a/1x1
INFO - 22:38:12 - Setting up inception_5a/1x1
INFO - 22:38:12 - Top shape: 32 256 7 7 (401408)
INFO - 22:38:12 - Memory required for data: 1724656136
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_1x1
INFO - 22:38:12 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 22:38:12 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_1x1
INFO - 22:38:12 - Top shape: 32 256 7 7 (401408)
INFO - 22:38:12 - Memory required for data: 1726261768
INFO - 22:38:12 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 22:38:12 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 22:38:12 - Setting up inception_5a/3x3_reduce
INFO - 22:38:12 - Top shape: 32 160 7 7 (250880)
INFO - 22:38:12 - Memory required for data: 1727265288
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 22:38:12 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 160 7 7 (250880)
INFO - 22:38:12 - Memory required for data: 1728268808
INFO - 22:38:12 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/3x3
INFO - 22:38:12 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/3x3 -> inception_5a/3x3
INFO - 22:38:12 - Setting up inception_5a/3x3
INFO - 22:38:12 - Top shape: 32 320 7 7 (501760)
INFO - 22:38:12 - Memory required for data: 1730275848
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_3x3
INFO - 22:38:12 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 22:38:12 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_3x3
INFO - 22:38:12 - Top shape: 32 320 7 7 (501760)
INFO - 22:38:12 - Memory required for data: 1732282888
INFO - 22:38:12 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 22:38:12 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 22:38:12 - Setting up inception_5a/5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 7 7 (50176)
INFO - 22:38:12 - Memory required for data: 1732483592
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 22:38:12 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 32 7 7 (50176)
INFO - 22:38:12 - Memory required for data: 1732684296
INFO - 22:38:12 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/5x5
INFO - 22:38:12 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/5x5 -> inception_5a/5x5
INFO - 22:38:12 - Setting up inception_5a/5x5
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1733487112
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_5x5
INFO - 22:38:12 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 22:38:12 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_5x5
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1734289928
INFO - 22:38:12 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_5a/pool
INFO - 22:38:12 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 22:38:12 - inception_5a/pool -> inception_5a/pool
INFO - 22:38:12 - Setting up inception_5a/pool
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1739508232
INFO - 22:38:12 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/pool_proj <- inception_5a/pool
INFO - 22:38:12 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 22:38:12 - Setting up inception_5a/pool_proj
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1740311048
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_pool_proj
INFO - 22:38:12 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1741113864
INFO - 22:38:12 - Creating layer / name=inception_5a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_5a/output
INFO - 22:38:12 - inception_5a/output <- inception_5a/1x1
INFO - 22:38:12 - inception_5a/output <- inception_5a/3x3
INFO - 22:38:12 - inception_5a/output <- inception_5a/5x5
INFO - 22:38:12 - inception_5a/output <- inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/output -> inception_5a/output
INFO - 22:38:12 - Setting up inception_5a/output
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1746332168
INFO - 22:38:12 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 22:38:12 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1767205384
INFO - 22:38:12 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/1x1
INFO - 22:38:12 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 22:38:12 - inception_5b/1x1 -> inception_5b/1x1
INFO - 22:38:12 - Setting up inception_5b/1x1
INFO - 22:38:12 - Top shape: 32 384 7 7 (602112)
INFO - 22:38:12 - Memory required for data: 1769613832
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_1x1
INFO - 22:38:12 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 22:38:12 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_1x1
INFO - 22:38:12 - Top shape: 32 384 7 7 (602112)
INFO - 22:38:12 - Memory required for data: 1772022280
INFO - 22:38:12 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 22:38:12 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 22:38:12 - Setting up inception_5b/3x3_reduce
INFO - 22:38:12 - Top shape: 32 192 7 7 (301056)
INFO - 22:38:12 - Memory required for data: 1773226504
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 22:38:12 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 32 192 7 7 (301056)
INFO - 22:38:12 - Memory required for data: 1774430728
INFO - 22:38:12 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/3x3
INFO - 22:38:12 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/3x3 -> inception_5b/3x3
INFO - 22:38:12 - Setting up inception_5b/3x3
INFO - 22:38:12 - Top shape: 32 384 7 7 (602112)
INFO - 22:38:12 - Memory required for data: 1776839176
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_3x3
INFO - 22:38:12 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 22:38:12 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_3x3
INFO - 22:38:12 - Top shape: 32 384 7 7 (602112)
INFO - 22:38:12 - Memory required for data: 1779247624
INFO - 22:38:12 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 22:38:12 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 22:38:12 - Setting up inception_5b/5x5_reduce
INFO - 22:38:12 - Top shape: 32 48 7 7 (75264)
INFO - 22:38:12 - Memory required for data: 1779548680
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 22:38:12 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 32 48 7 7 (75264)
INFO - 22:38:12 - Memory required for data: 1779849736
INFO - 22:38:12 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/5x5
INFO - 22:38:12 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/5x5 -> inception_5b/5x5
INFO - 22:38:12 - Setting up inception_5b/5x5
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1780652552
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_5x5
INFO - 22:38:12 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 22:38:12 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_5x5
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1781455368
INFO - 22:38:12 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_5b/pool
INFO - 22:38:12 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 22:38:12 - inception_5b/pool -> inception_5b/pool
INFO - 22:38:12 - Setting up inception_5b/pool
INFO - 22:38:12 - Top shape: 32 832 7 7 (1304576)
INFO - 22:38:12 - Memory required for data: 1786673672
INFO - 22:38:12 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/pool_proj <- inception_5b/pool
INFO - 22:38:12 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 22:38:12 - Setting up inception_5b/pool_proj
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1787476488
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_pool_proj
INFO - 22:38:12 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_pool_proj
INFO - 22:38:12 - Top shape: 32 128 7 7 (200704)
INFO - 22:38:12 - Memory required for data: 1788279304
INFO - 22:38:12 - Creating layer / name=inception_5b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_5b/output
INFO - 22:38:12 - inception_5b/output <- inception_5b/1x1
INFO - 22:38:12 - inception_5b/output <- inception_5b/3x3
INFO - 22:38:12 - inception_5b/output <- inception_5b/5x5
INFO - 22:38:12 - inception_5b/output <- inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/output -> inception_5b/output
INFO - 22:38:12 - Setting up inception_5b/output
INFO - 22:38:12 - Top shape: 32 1024 7 7 (1605632)
INFO - 22:38:12 - Memory required for data: 1794701832
INFO - 22:38:12 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 22:38:12 - Creating Layer pool5/7x7_s1
INFO - 22:38:12 - pool5/7x7_s1 <- inception_5b/output
INFO - 22:38:12 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 22:38:12 - Setting up pool5/7x7_s1
INFO - 22:38:12 - Top shape: 32 1024 1 1 (32768)
INFO - 22:38:12 - Memory required for data: 1794832904
INFO - 22:38:12 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 22:38:12 - Creating Layer pool5/drop_7x7_s1
INFO - 22:38:12 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 22:38:12 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 22:38:12 - Setting up pool5/drop_7x7_s1
INFO - 22:38:12 - Top shape: 32 1024 1 1 (32768)
INFO - 22:38:12 - Memory required for data: 1794963976
INFO - 22:38:12 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss3/classifier
INFO - 22:38:12 - loss3/classifier <- pool5/7x7_s1
INFO - 22:38:12 - loss3/classifier -> loss3/classifier
INFO - 22:38:12 - Setting up loss3/classifier
INFO - 22:38:12 - Top shape: 32 5 (160)
INFO - 22:38:12 - Memory required for data: 1794964616
INFO - 22:38:12 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss3/loss3
INFO - 22:38:12 - loss3/loss3 <- loss3/classifier
INFO - 22:38:12 - loss3/loss3 <- label_data_1_split_2
INFO - 22:38:12 - loss3/loss3 -> loss3/loss3
INFO - 22:38:12 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 22:38:12 - Setting up loss3/loss3
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 1
INFO - 22:38:12 - Memory required for data: 1794964620
INFO - 22:38:12 - loss3/loss3 needs backward computation.
INFO - 22:38:12 - loss3/classifier needs backward computation.
INFO - 22:38:12 - pool5/drop_7x7_s1 needs backward computation.
INFO - 22:38:12 - pool5/7x7_s1 needs backward computation.
INFO - 22:38:12 - inception_5b/output needs backward computation.
INFO - 22:38:12 - inception_5b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_5b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_5b/pool needs backward computation.
INFO - 22:38:12 - inception_5b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_5b/5x5 needs backward computation.
INFO - 22:38:12 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_5b/3x3 needs backward computation.
INFO - 22:38:12 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_5b/1x1 needs backward computation.
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_5a/output needs backward computation.
INFO - 22:38:12 - inception_5a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_5a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_5a/pool needs backward computation.
INFO - 22:38:12 - inception_5a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_5a/5x5 needs backward computation.
INFO - 22:38:12 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_5a/3x3 needs backward computation.
INFO - 22:38:12 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_5a/1x1 needs backward computation.
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool4/3x3_s2 needs backward computation.
INFO - 22:38:12 - inception_4e/output needs backward computation.
INFO - 22:38:12 - inception_4e/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4e/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4e/pool needs backward computation.
INFO - 22:38:12 - inception_4e/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4e/5x5 needs backward computation.
INFO - 22:38:12 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4e/3x3 needs backward computation.
INFO - 22:38:12 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4e/1x1 needs backward computation.
INFO - 22:38:12 - loss2/loss needs backward computation.
INFO - 22:38:12 - loss2/classifier needs backward computation.
INFO - 22:38:12 - loss2/drop_fc needs backward computation.
INFO - 22:38:12 - loss2/relu_fc needs backward computation.
INFO - 22:38:12 - loss2/fc needs backward computation.
INFO - 22:38:12 - loss2/relu_conv needs backward computation.
INFO - 22:38:12 - loss2/conv needs backward computation.
INFO - 22:38:12 - loss2/ave_pool needs backward computation.
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4d/output needs backward computation.
INFO - 22:38:12 - inception_4d/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4d/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4d/pool needs backward computation.
INFO - 22:38:12 - inception_4d/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4d/5x5 needs backward computation.
INFO - 22:38:12 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4d/3x3 needs backward computation.
INFO - 22:38:12 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4d/1x1 needs backward computation.
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4c/output needs backward computation.
INFO - 22:38:12 - inception_4c/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4c/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4c/pool needs backward computation.
INFO - 22:38:12 - inception_4c/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4c/5x5 needs backward computation.
INFO - 22:38:12 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4c/3x3 needs backward computation.
INFO - 22:38:12 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4c/1x1 needs backward computation.
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4b/output needs backward computation.
INFO - 22:38:12 - inception_4b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4b/pool needs backward computation.
INFO - 22:38:12 - inception_4b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4b/5x5 needs backward computation.
INFO - 22:38:12 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4b/3x3 needs backward computation.
INFO - 22:38:12 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4b/1x1 needs backward computation.
INFO - 22:38:12 - loss1/loss needs backward computation.
INFO - 22:38:12 - loss1/classifier needs backward computation.
INFO - 22:38:12 - loss1/drop_fc needs backward computation.
INFO - 22:38:12 - loss1/relu_fc needs backward computation.
INFO - 22:38:12 - loss1/fc needs backward computation.
INFO - 22:38:12 - loss1/relu_conv needs backward computation.
INFO - 22:38:12 - loss1/conv needs backward computation.
INFO - 22:38:12 - loss1/ave_pool needs backward computation.
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4a/output needs backward computation.
INFO - 22:38:12 - inception_4a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4a/pool needs backward computation.
INFO - 22:38:12 - inception_4a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4a/5x5 needs backward computation.
INFO - 22:38:12 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4a/3x3 needs backward computation.
INFO - 22:38:12 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4a/1x1 needs backward computation.
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool3/3x3_s2 needs backward computation.
INFO - 22:38:12 - inception_3b/output needs backward computation.
INFO - 22:38:12 - inception_3b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_3b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_3b/pool needs backward computation.
INFO - 22:38:12 - inception_3b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_3b/5x5 needs backward computation.
INFO - 22:38:12 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_3b/3x3 needs backward computation.
INFO - 22:38:12 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_3b/1x1 needs backward computation.
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_3a/output needs backward computation.
INFO - 22:38:12 - inception_3a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_3a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_3a/pool needs backward computation.
INFO - 22:38:12 - inception_3a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_3a/5x5 needs backward computation.
INFO - 22:38:12 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_3a/3x3 needs backward computation.
INFO - 22:38:12 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_3a/1x1 needs backward computation.
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool2/3x3_s2 needs backward computation.
INFO - 22:38:12 - conv2/norm2 needs backward computation.
INFO - 22:38:12 - conv2/relu_3x3 needs backward computation.
INFO - 22:38:12 - conv2/3x3 needs backward computation.
INFO - 22:38:12 - conv2/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - conv2/3x3_reduce needs backward computation.
INFO - 22:38:12 - pool1/norm1 needs backward computation.
INFO - 22:38:12 - pool1/3x3_s2 needs backward computation.
INFO - 22:38:12 - conv1/relu_7x7 needs backward computation.
INFO - 22:38:12 - conv1/7x7_s2 needs backward computation.
INFO - 22:38:12 - label_data_1_split does not need backward computation.
INFO - 22:38:12 - data does not need backward computation.
INFO - 22:38:12 - This network produces output loss1/loss1
INFO - 22:38:12 - This network produces output loss2/loss1
INFO - 22:38:12 - This network produces output loss3/loss3
INFO - 22:38:12 - Network initialization done.
INFO - 22:38:12 - Creating test net (#0) specified by net_param
INFO - 22:38:12 - The NetState phase (1) differed from the phase (0) specified by a rule in layer data
INFO - 22:38:12 - Initializing net from parameters:
INFO - 22:38:12 - Creating layer / name=googlenet / type=MemoryData
INFO - 22:38:12 - Creating Layer googlenet
INFO - 22:38:12 - googlenet -> data
INFO - 22:38:12 - googlenet -> label
INFO - 22:38:12 - Setting up googlenet
INFO - 22:38:12 - Top shape: 24 3 224 224 (3612672)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Memory required for data: 14450784
INFO - 22:38:12 - Creating layer / name=label_googlenet_1_split / type=Split
INFO - 22:38:12 - Creating Layer label_googlenet_1_split
INFO - 22:38:12 - label_googlenet_1_split <- label
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_0
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_1
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_2
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_3
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_4
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_5
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_6
INFO - 22:38:12 - label_googlenet_1_split -> label_googlenet_1_split_7
INFO - 22:38:12 - Setting up label_googlenet_1_split
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Top shape: 24 (24)
INFO - 22:38:12 - Memory required for data: 14451552
INFO - 22:38:12 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 22:38:12 - Creating Layer conv1/7x7_s2
INFO - 22:38:12 - conv1/7x7_s2 <- data
INFO - 22:38:12 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 22:38:12 - Setting up conv1/7x7_s2
INFO - 22:38:12 - Top shape: 24 64 112 112 (19267584)
INFO - 22:38:12 - Memory required for data: 91521888
INFO - 22:38:12 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 22:38:12 - Creating Layer conv1/relu_7x7
INFO - 22:38:12 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 22:38:12 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 22:38:12 - Setting up conv1/relu_7x7
INFO - 22:38:12 - Top shape: 24 64 112 112 (19267584)
INFO - 22:38:12 - Memory required for data: 168592224
INFO - 22:38:12 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool1/3x3_s2
INFO - 22:38:12 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 22:38:12 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 22:38:12 - Setting up pool1/3x3_s2
INFO - 22:38:12 - Top shape: 24 64 56 56 (4816896)
INFO - 22:38:12 - Memory required for data: 187859808
INFO - 22:38:12 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 22:38:12 - Creating Layer pool1/norm1
INFO - 22:38:12 - pool1/norm1 <- pool1/3x3_s2
INFO - 22:38:12 - pool1/norm1 -> pool1/norm1
INFO - 22:38:12 - Setting up pool1/norm1
INFO - 22:38:12 - Top shape: 24 64 56 56 (4816896)
INFO - 22:38:12 - Memory required for data: 207127392
INFO - 22:38:12 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer conv2/3x3_reduce
INFO - 22:38:12 - conv2/3x3_reduce <- pool1/norm1
INFO - 22:38:12 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 22:38:12 - Setting up conv2/3x3_reduce
INFO - 22:38:12 - Top shape: 24 64 56 56 (4816896)
INFO - 22:38:12 - Memory required for data: 226394976
INFO - 22:38:12 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer conv2/relu_3x3_reduce
INFO - 22:38:12 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 22:38:12 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up conv2/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 64 56 56 (4816896)
INFO - 22:38:12 - Memory required for data: 245662560
INFO - 22:38:12 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer conv2/3x3
INFO - 22:38:12 - conv2/3x3 <- conv2/3x3_reduce
INFO - 22:38:12 - conv2/3x3 -> conv2/3x3
INFO - 22:38:12 - Setting up conv2/3x3
INFO - 22:38:12 - Top shape: 24 192 56 56 (14450688)
INFO - 22:38:12 - Memory required for data: 303465312
INFO - 22:38:12 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer conv2/relu_3x3
INFO - 22:38:12 - conv2/relu_3x3 <- conv2/3x3
INFO - 22:38:12 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 22:38:12 - Setting up conv2/relu_3x3
INFO - 22:38:12 - Top shape: 24 192 56 56 (14450688)
INFO - 22:38:12 - Memory required for data: 361268064
INFO - 22:38:12 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 22:38:12 - Creating Layer conv2/norm2
INFO - 22:38:12 - conv2/norm2 <- conv2/3x3
INFO - 22:38:12 - conv2/norm2 -> conv2/norm2
INFO - 22:38:12 - Setting up conv2/norm2
INFO - 22:38:12 - Top shape: 24 192 56 56 (14450688)
INFO - 22:38:12 - Memory required for data: 419070816
INFO - 22:38:12 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool2/3x3_s2
INFO - 22:38:12 - pool2/3x3_s2 <- conv2/norm2
INFO - 22:38:12 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 22:38:12 - Setting up pool2/3x3_s2
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Memory required for data: 433521504
INFO - 22:38:12 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Memory required for data: 491324256
INFO - 22:38:12 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/1x1
INFO - 22:38:12 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 22:38:12 - inception_3a/1x1 -> inception_3a/1x1
INFO - 22:38:12 - Setting up inception_3a/1x1
INFO - 22:38:12 - Top shape: 24 64 28 28 (1204224)
INFO - 22:38:12 - Memory required for data: 496141152
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_1x1
INFO - 22:38:12 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 22:38:12 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_1x1
INFO - 22:38:12 - Top shape: 24 64 28 28 (1204224)
INFO - 22:38:12 - Memory required for data: 500958048
INFO - 22:38:12 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 22:38:12 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 22:38:12 - Setting up inception_3a/3x3_reduce
INFO - 22:38:12 - Top shape: 24 96 28 28 (1806336)
INFO - 22:38:12 - Memory required for data: 508183392
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 22:38:12 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 96 28 28 (1806336)
INFO - 22:38:12 - Memory required for data: 515408736
INFO - 22:38:12 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/3x3
INFO - 22:38:12 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 22:38:12 - inception_3a/3x3 -> inception_3a/3x3
INFO - 22:38:12 - Setting up inception_3a/3x3
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 525042528
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_3x3
INFO - 22:38:12 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 22:38:12 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_3x3
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 534676320
INFO - 22:38:12 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 22:38:12 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 22:38:12 - Setting up inception_3a/5x5_reduce
INFO - 22:38:12 - Top shape: 24 16 28 28 (301056)
INFO - 22:38:12 - Memory required for data: 535880544
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 22:38:12 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 16 28 28 (301056)
INFO - 22:38:12 - Memory required for data: 537084768
INFO - 22:38:12 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/5x5
INFO - 22:38:12 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 22:38:12 - inception_3a/5x5 -> inception_3a/5x5
INFO - 22:38:12 - Setting up inception_3a/5x5
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 539493216
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_5x5
INFO - 22:38:12 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 22:38:12 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_5x5
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 541901664
INFO - 22:38:12 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_3a/pool
INFO - 22:38:12 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 22:38:12 - inception_3a/pool -> inception_3a/pool
INFO - 22:38:12 - Setting up inception_3a/pool
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Memory required for data: 556352352
INFO - 22:38:12 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/pool_proj <- inception_3a/pool
INFO - 22:38:12 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 22:38:12 - Setting up inception_3a/pool_proj
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 558760800
INFO - 22:38:12 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3a/relu_pool_proj
INFO - 22:38:12 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_3a/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 561169248
INFO - 22:38:12 - Creating layer / name=inception_3a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_3a/output
INFO - 22:38:12 - inception_3a/output <- inception_3a/1x1
INFO - 22:38:12 - inception_3a/output <- inception_3a/3x3
INFO - 22:38:12 - inception_3a/output <- inception_3a/5x5
INFO - 22:38:12 - inception_3a/output <- inception_3a/pool_proj
INFO - 22:38:12 - inception_3a/output -> inception_3a/output
INFO - 22:38:12 - Setting up inception_3a/output
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 580436832
INFO - 22:38:12 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 22:38:12 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 657507168
INFO - 22:38:12 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/1x1
INFO - 22:38:12 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 22:38:12 - inception_3b/1x1 -> inception_3b/1x1
INFO - 22:38:12 - Setting up inception_3b/1x1
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 667140960
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_1x1
INFO - 22:38:12 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 22:38:12 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_1x1
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 676774752
INFO - 22:38:12 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 22:38:12 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 22:38:12 - Setting up inception_3b/3x3_reduce
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 686408544
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 22:38:12 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 128 28 28 (2408448)
INFO - 22:38:12 - Memory required for data: 696042336
INFO - 22:38:12 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/3x3
INFO - 22:38:12 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 22:38:12 - inception_3b/3x3 -> inception_3b/3x3
INFO - 22:38:12 - Setting up inception_3b/3x3
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Memory required for data: 710493024
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_3x3
INFO - 22:38:12 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 22:38:12 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_3x3
INFO - 22:38:12 - Top shape: 24 192 28 28 (3612672)
INFO - 22:38:12 - Memory required for data: 724943712
INFO - 22:38:12 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 22:38:12 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 22:38:12 - Setting up inception_3b/5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 727352160
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 22:38:12 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 28 28 (602112)
INFO - 22:38:12 - Memory required for data: 729760608
INFO - 22:38:12 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/5x5
INFO - 22:38:12 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 22:38:12 - inception_3b/5x5 -> inception_3b/5x5
INFO - 22:38:12 - Setting up inception_3b/5x5
INFO - 22:38:12 - Top shape: 24 96 28 28 (1806336)
INFO - 22:38:12 - Memory required for data: 736985952
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_5x5
INFO - 22:38:12 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 22:38:12 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_5x5
INFO - 22:38:12 - Top shape: 24 96 28 28 (1806336)
INFO - 22:38:12 - Memory required for data: 744211296
INFO - 22:38:12 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_3b/pool
INFO - 22:38:12 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 22:38:12 - inception_3b/pool -> inception_3b/pool
INFO - 22:38:12 - Setting up inception_3b/pool
INFO - 22:38:12 - Top shape: 24 256 28 28 (4816896)
INFO - 22:38:12 - Memory required for data: 763478880
INFO - 22:38:12 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/pool_proj <- inception_3b/pool
INFO - 22:38:12 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 22:38:12 - Setting up inception_3b/pool_proj
INFO - 22:38:12 - Top shape: 24 64 28 28 (1204224)
INFO - 22:38:12 - Memory required for data: 768295776
INFO - 22:38:12 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_3b/relu_pool_proj
INFO - 22:38:12 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_3b/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 64 28 28 (1204224)
INFO - 22:38:12 - Memory required for data: 773112672
INFO - 22:38:12 - Creating layer / name=inception_3b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_3b/output
INFO - 22:38:12 - inception_3b/output <- inception_3b/1x1
INFO - 22:38:12 - inception_3b/output <- inception_3b/3x3
INFO - 22:38:12 - inception_3b/output <- inception_3b/5x5
INFO - 22:38:12 - inception_3b/output <- inception_3b/pool_proj
INFO - 22:38:12 - inception_3b/output -> inception_3b/output
INFO - 22:38:12 - Setting up inception_3b/output
INFO - 22:38:12 - Top shape: 24 480 28 28 (9031680)
INFO - 22:38:12 - Memory required for data: 809239392
INFO - 22:38:12 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool3/3x3_s2
INFO - 22:38:12 - pool3/3x3_s2 <- inception_3b/output
INFO - 22:38:12 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 22:38:12 - Setting up pool3/3x3_s2
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Memory required for data: 818271072
INFO - 22:38:12 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Memory required for data: 854397792
INFO - 22:38:12 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/1x1
INFO - 22:38:12 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 22:38:12 - inception_4a/1x1 -> inception_4a/1x1
INFO - 22:38:12 - Setting up inception_4a/1x1
INFO - 22:38:12 - Top shape: 24 192 14 14 (903168)
INFO - 22:38:12 - Memory required for data: 858010464
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_1x1
INFO - 22:38:12 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 22:38:12 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_1x1
INFO - 22:38:12 - Top shape: 24 192 14 14 (903168)
INFO - 22:38:12 - Memory required for data: 861623136
INFO - 22:38:12 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 22:38:12 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 22:38:12 - Setting up inception_4a/3x3_reduce
INFO - 22:38:12 - Top shape: 24 96 14 14 (451584)
INFO - 22:38:12 - Memory required for data: 863429472
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 22:38:12 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 96 14 14 (451584)
INFO - 22:38:12 - Memory required for data: 865235808
INFO - 22:38:12 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/3x3
INFO - 22:38:12 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 22:38:12 - inception_4a/3x3 -> inception_4a/3x3
INFO - 22:38:12 - Setting up inception_4a/3x3
INFO - 22:38:12 - Top shape: 24 208 14 14 (978432)
INFO - 22:38:12 - Memory required for data: 869149536
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_3x3
INFO - 22:38:12 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 22:38:12 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_3x3
INFO - 22:38:12 - Top shape: 24 208 14 14 (978432)
INFO - 22:38:12 - Memory required for data: 873063264
INFO - 22:38:12 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 22:38:12 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 22:38:12 - Setting up inception_4a/5x5_reduce
INFO - 22:38:12 - Top shape: 24 16 14 14 (75264)
INFO - 22:38:12 - Memory required for data: 873364320
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 22:38:12 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 16 14 14 (75264)
INFO - 22:38:12 - Memory required for data: 873665376
INFO - 22:38:12 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/5x5
INFO - 22:38:12 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 22:38:12 - inception_4a/5x5 -> inception_4a/5x5
INFO - 22:38:12 - Setting up inception_4a/5x5
INFO - 22:38:12 - Top shape: 24 48 14 14 (225792)
INFO - 22:38:12 - Memory required for data: 874568544
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_5x5
INFO - 22:38:12 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 22:38:12 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_5x5
INFO - 22:38:12 - Top shape: 24 48 14 14 (225792)
INFO - 22:38:12 - Memory required for data: 875471712
INFO - 22:38:12 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4a/pool
INFO - 22:38:12 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 22:38:12 - inception_4a/pool -> inception_4a/pool
INFO - 22:38:12 - Setting up inception_4a/pool
INFO - 22:38:12 - Top shape: 24 480 14 14 (2257920)
INFO - 22:38:12 - Memory required for data: 884503392
INFO - 22:38:12 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/pool_proj <- inception_4a/pool
INFO - 22:38:12 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 22:38:12 - Setting up inception_4a/pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 885707616
INFO - 22:38:12 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4a/relu_pool_proj
INFO - 22:38:12 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4a/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 886911840
INFO - 22:38:12 - Creating layer / name=inception_4a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4a/output
INFO - 22:38:12 - inception_4a/output <- inception_4a/1x1
INFO - 22:38:12 - inception_4a/output <- inception_4a/3x3
INFO - 22:38:12 - inception_4a/output <- inception_4a/5x5
INFO - 22:38:12 - inception_4a/output <- inception_4a/pool_proj
INFO - 22:38:12 - inception_4a/output -> inception_4a/output
INFO - 22:38:12 - Setting up inception_4a/output
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 896545632
INFO - 22:38:12 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 22:38:12 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 944714592
INFO - 22:38:12 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 22:38:12 - Creating Layer loss1/ave_pool
INFO - 22:38:12 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 22:38:12 - loss1/ave_pool -> loss1/ave_pool
INFO - 22:38:12 - Setting up loss1/ave_pool
INFO - 22:38:12 - Top shape: 24 512 4 4 (196608)
INFO - 22:38:12 - Memory required for data: 945501024
INFO - 22:38:12 - Creating layer / name=loss1/conv / type=Convolution
INFO - 22:38:12 - Creating Layer loss1/conv
INFO - 22:38:12 - loss1/conv <- loss1/ave_pool
INFO - 22:38:12 - loss1/conv -> loss1/conv
INFO - 22:38:12 - Setting up loss1/conv
INFO - 22:38:12 - Top shape: 24 128 4 4 (49152)
INFO - 22:38:12 - Memory required for data: 945697632
INFO - 22:38:12 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 22:38:12 - Creating Layer loss1/relu_conv
INFO - 22:38:12 - loss1/relu_conv <- loss1/conv
INFO - 22:38:12 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 22:38:12 - Setting up loss1/relu_conv
INFO - 22:38:12 - Top shape: 24 128 4 4 (49152)
INFO - 22:38:12 - Memory required for data: 945894240
INFO - 22:38:12 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss1/fc
INFO - 22:38:12 - loss1/fc <- loss1/conv
INFO - 22:38:12 - loss1/fc -> loss1/fc
INFO - 22:38:12 - Setting up loss1/fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 945992544
INFO - 22:38:12 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 22:38:12 - Creating Layer loss1/relu_fc
INFO - 22:38:12 - loss1/relu_fc <- loss1/fc
INFO - 22:38:12 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 22:38:12 - Setting up loss1/relu_fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 946090848
INFO - 22:38:12 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 22:38:12 - Creating Layer loss1/drop_fc
INFO - 22:38:12 - loss1/drop_fc <- loss1/fc
INFO - 22:38:12 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 22:38:12 - Setting up loss1/drop_fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 946189152
INFO - 22:38:12 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss1/classifier
INFO - 22:38:12 - loss1/classifier <- loss1/fc
INFO - 22:38:12 - loss1/classifier -> loss1/classifier
INFO - 22:38:12 - Setting up loss1/classifier
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Memory required for data: 946285152
INFO - 22:38:12 - Creating layer / name=loss1/classifier_loss1/classifier_0_split / type=Split
INFO - 22:38:12 - Creating Layer loss1/classifier_loss1/classifier_0_split
INFO - 22:38:12 - loss1/classifier_loss1/classifier_0_split <- loss1/classifier
INFO - 22:38:12 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_0
INFO - 22:38:12 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_1
INFO - 22:38:12 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_2
INFO - 22:38:12 - Setting up loss1/classifier_loss1/classifier_0_split
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Memory required for data: 946573152
INFO - 22:38:12 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss1/loss
INFO - 22:38:12 - loss1/loss <- loss1/classifier_loss1/classifier_0_split_0
INFO - 22:38:12 - loss1/loss <- label_googlenet_1_split_0
INFO - 22:38:12 - loss1/loss -> loss1/loss1
INFO - 22:38:12 - Creating layer / name=loss1/loss / type=Softmax
INFO - 22:38:12 - Setting up loss1/loss
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 0.3
INFO - 22:38:12 - Memory required for data: 946573156
INFO - 22:38:12 - Creating layer / name=loss1/top-1 / type=Accuracy
INFO - 22:38:12 - Creating Layer loss1/top-1
INFO - 22:38:12 - loss1/top-1 <- loss1/classifier_loss1/classifier_0_split_1
INFO - 22:38:12 - loss1/top-1 <- label_googlenet_1_split_1
INFO - 22:38:12 - loss1/top-1 -> loss1/top-1
INFO - 22:38:12 - Setting up loss1/top-1
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - Memory required for data: 946573160
INFO - 22:38:12 - Creating layer / name=loss1/top-5 / type=Accuracy
INFO - 22:38:12 - Creating Layer loss1/top-5
INFO - 22:38:12 - loss1/top-5 <- loss1/classifier_loss1/classifier_0_split_2
INFO - 22:38:12 - loss1/top-5 <- label_googlenet_1_split_2
INFO - 22:38:12 - loss1/top-5 -> loss1/top-5
INFO - 22:38:12 - Setting up loss1/top-5
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - Memory required for data: 946573164
INFO - 22:38:12 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/1x1
INFO - 22:38:12 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 22:38:12 - inception_4b/1x1 -> inception_4b/1x1
INFO - 22:38:12 - Setting up inception_4b/1x1
INFO - 22:38:12 - Top shape: 24 160 14 14 (752640)
INFO - 22:38:12 - Memory required for data: 949583724
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_1x1
INFO - 22:38:12 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 22:38:12 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_1x1
INFO - 22:38:12 - Top shape: 24 160 14 14 (752640)
INFO - 22:38:12 - Memory required for data: 952594284
INFO - 22:38:12 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 22:38:12 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 22:38:12 - Setting up inception_4b/3x3_reduce
INFO - 22:38:12 - Top shape: 24 112 14 14 (526848)
INFO - 22:38:12 - Memory required for data: 954701676
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 22:38:12 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 112 14 14 (526848)
INFO - 22:38:12 - Memory required for data: 956809068
INFO - 22:38:12 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/3x3
INFO - 22:38:12 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 22:38:12 - inception_4b/3x3 -> inception_4b/3x3
INFO - 22:38:12 - Setting up inception_4b/3x3
INFO - 22:38:12 - Top shape: 24 224 14 14 (1053696)
INFO - 22:38:12 - Memory required for data: 961023852
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_3x3
INFO - 22:38:12 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 22:38:12 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_3x3
INFO - 22:38:12 - Top shape: 24 224 14 14 (1053696)
INFO - 22:38:12 - Memory required for data: 965238636
INFO - 22:38:12 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 22:38:12 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 22:38:12 - Setting up inception_4b/5x5_reduce
INFO - 22:38:12 - Top shape: 24 24 14 14 (112896)
INFO - 22:38:12 - Memory required for data: 965690220
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 22:38:12 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 24 14 14 (112896)
INFO - 22:38:12 - Memory required for data: 966141804
INFO - 22:38:12 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/5x5
INFO - 22:38:12 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 22:38:12 - inception_4b/5x5 -> inception_4b/5x5
INFO - 22:38:12 - Setting up inception_4b/5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 967346028
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_5x5
INFO - 22:38:12 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 22:38:12 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 968550252
INFO - 22:38:12 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4b/pool
INFO - 22:38:12 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 22:38:12 - inception_4b/pool -> inception_4b/pool
INFO - 22:38:12 - Setting up inception_4b/pool
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 978184044
INFO - 22:38:12 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/pool_proj <- inception_4b/pool
INFO - 22:38:12 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 22:38:12 - Setting up inception_4b/pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 979388268
INFO - 22:38:12 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4b/relu_pool_proj
INFO - 22:38:12 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4b/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 980592492
INFO - 22:38:12 - Creating layer / name=inception_4b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4b/output
INFO - 22:38:12 - inception_4b/output <- inception_4b/1x1
INFO - 22:38:12 - inception_4b/output <- inception_4b/3x3
INFO - 22:38:12 - inception_4b/output <- inception_4b/5x5
INFO - 22:38:12 - inception_4b/output <- inception_4b/pool_proj
INFO - 22:38:12 - inception_4b/output -> inception_4b/output
INFO - 22:38:12 - Setting up inception_4b/output
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 990226284
INFO - 22:38:12 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 22:38:12 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 1028761452
INFO - 22:38:12 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/1x1
INFO - 22:38:12 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 22:38:12 - inception_4c/1x1 -> inception_4c/1x1
INFO - 22:38:12 - Setting up inception_4c/1x1
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1031169900
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_1x1
INFO - 22:38:12 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 22:38:12 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_1x1
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1033578348
INFO - 22:38:12 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 22:38:12 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 22:38:12 - Setting up inception_4c/3x3_reduce
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1035986796
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 22:38:12 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1038395244
INFO - 22:38:12 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/3x3
INFO - 22:38:12 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 22:38:12 - inception_4c/3x3 -> inception_4c/3x3
INFO - 22:38:12 - Setting up inception_4c/3x3
INFO - 22:38:12 - Top shape: 24 256 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1043212140
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_3x3
INFO - 22:38:12 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 22:38:12 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_3x3
INFO - 22:38:12 - Top shape: 24 256 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1048029036
INFO - 22:38:12 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 22:38:12 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 22:38:12 - Setting up inception_4c/5x5_reduce
INFO - 22:38:12 - Top shape: 24 24 14 14 (112896)
INFO - 22:38:12 - Memory required for data: 1048480620
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 22:38:12 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 24 14 14 (112896)
INFO - 22:38:12 - Memory required for data: 1048932204
INFO - 22:38:12 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/5x5
INFO - 22:38:12 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 22:38:12 - inception_4c/5x5 -> inception_4c/5x5
INFO - 22:38:12 - Setting up inception_4c/5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1050136428
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_5x5
INFO - 22:38:12 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 22:38:12 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1051340652
INFO - 22:38:12 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4c/pool
INFO - 22:38:12 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 22:38:12 - inception_4c/pool -> inception_4c/pool
INFO - 22:38:12 - Setting up inception_4c/pool
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 1060974444
INFO - 22:38:12 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/pool_proj <- inception_4c/pool
INFO - 22:38:12 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 22:38:12 - Setting up inception_4c/pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1062178668
INFO - 22:38:12 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4c/relu_pool_proj
INFO - 22:38:12 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4c/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1063382892
INFO - 22:38:12 - Creating layer / name=inception_4c/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4c/output
INFO - 22:38:12 - inception_4c/output <- inception_4c/1x1
INFO - 22:38:12 - inception_4c/output <- inception_4c/3x3
INFO - 22:38:12 - inception_4c/output <- inception_4c/5x5
INFO - 22:38:12 - inception_4c/output <- inception_4c/pool_proj
INFO - 22:38:12 - inception_4c/output -> inception_4c/output
INFO - 22:38:12 - Setting up inception_4c/output
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 1073016684
INFO - 22:38:12 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 22:38:12 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 1111551852
INFO - 22:38:12 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/1x1
INFO - 22:38:12 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 22:38:12 - inception_4d/1x1 -> inception_4d/1x1
INFO - 22:38:12 - Setting up inception_4d/1x1
INFO - 22:38:12 - Top shape: 24 112 14 14 (526848)
INFO - 22:38:12 - Memory required for data: 1113659244
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_1x1
INFO - 22:38:12 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 22:38:12 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_1x1
INFO - 22:38:12 - Top shape: 24 112 14 14 (526848)
INFO - 22:38:12 - Memory required for data: 1115766636
INFO - 22:38:12 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 22:38:12 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 22:38:12 - Setting up inception_4d/3x3_reduce
INFO - 22:38:12 - Top shape: 24 144 14 14 (677376)
INFO - 22:38:12 - Memory required for data: 1118476140
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 22:38:12 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 144 14 14 (677376)
INFO - 22:38:12 - Memory required for data: 1121185644
INFO - 22:38:12 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/3x3
INFO - 22:38:12 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 22:38:12 - inception_4d/3x3 -> inception_4d/3x3
INFO - 22:38:12 - Setting up inception_4d/3x3
INFO - 22:38:12 - Top shape: 24 288 14 14 (1354752)
INFO - 22:38:12 - Memory required for data: 1126604652
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_3x3
INFO - 22:38:12 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 22:38:12 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_3x3
INFO - 22:38:12 - Top shape: 24 288 14 14 (1354752)
INFO - 22:38:12 - Memory required for data: 1132023660
INFO - 22:38:12 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 22:38:12 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 22:38:12 - Setting up inception_4d/5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1132625772
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 22:38:12 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1133227884
INFO - 22:38:12 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/5x5
INFO - 22:38:12 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 22:38:12 - inception_4d/5x5 -> inception_4d/5x5
INFO - 22:38:12 - Setting up inception_4d/5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1134432108
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_5x5
INFO - 22:38:12 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 22:38:12 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_5x5
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1135636332
INFO - 22:38:12 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4d/pool
INFO - 22:38:12 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 22:38:12 - inception_4d/pool -> inception_4d/pool
INFO - 22:38:12 - Setting up inception_4d/pool
INFO - 22:38:12 - Top shape: 24 512 14 14 (2408448)
INFO - 22:38:12 - Memory required for data: 1145270124
INFO - 22:38:12 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/pool_proj <- inception_4d/pool
INFO - 22:38:12 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 22:38:12 - Setting up inception_4d/pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1146474348
INFO - 22:38:12 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4d/relu_pool_proj
INFO - 22:38:12 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4d/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 64 14 14 (301056)
INFO - 22:38:12 - Memory required for data: 1147678572
INFO - 22:38:12 - Creating layer / name=inception_4d/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4d/output
INFO - 22:38:12 - inception_4d/output <- inception_4d/1x1
INFO - 22:38:12 - inception_4d/output <- inception_4d/3x3
INFO - 22:38:12 - inception_4d/output <- inception_4d/5x5
INFO - 22:38:12 - inception_4d/output <- inception_4d/pool_proj
INFO - 22:38:12 - inception_4d/output -> inception_4d/output
INFO - 22:38:12 - Setting up inception_4d/output
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Memory required for data: 1157613420
INFO - 22:38:12 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 22:38:12 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Memory required for data: 1207287660
INFO - 22:38:12 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 22:38:12 - Creating Layer loss2/ave_pool
INFO - 22:38:12 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 22:38:12 - loss2/ave_pool -> loss2/ave_pool
INFO - 22:38:12 - Setting up loss2/ave_pool
INFO - 22:38:12 - Top shape: 24 528 4 4 (202752)
INFO - 22:38:12 - Memory required for data: 1208098668
INFO - 22:38:12 - Creating layer / name=loss2/conv / type=Convolution
INFO - 22:38:12 - Creating Layer loss2/conv
INFO - 22:38:12 - loss2/conv <- loss2/ave_pool
INFO - 22:38:12 - loss2/conv -> loss2/conv
INFO - 22:38:12 - Setting up loss2/conv
INFO - 22:38:12 - Top shape: 24 128 4 4 (49152)
INFO - 22:38:12 - Memory required for data: 1208295276
INFO - 22:38:12 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 22:38:12 - Creating Layer loss2/relu_conv
INFO - 22:38:12 - loss2/relu_conv <- loss2/conv
INFO - 22:38:12 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 22:38:12 - Setting up loss2/relu_conv
INFO - 22:38:12 - Top shape: 24 128 4 4 (49152)
INFO - 22:38:12 - Memory required for data: 1208491884
INFO - 22:38:12 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss2/fc
INFO - 22:38:12 - loss2/fc <- loss2/conv
INFO - 22:38:12 - loss2/fc -> loss2/fc
INFO - 22:38:12 - Setting up loss2/fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 1208590188
INFO - 22:38:12 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 22:38:12 - Creating Layer loss2/relu_fc
INFO - 22:38:12 - loss2/relu_fc <- loss2/fc
INFO - 22:38:12 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 22:38:12 - Setting up loss2/relu_fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 1208688492
INFO - 22:38:12 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 22:38:12 - Creating Layer loss2/drop_fc
INFO - 22:38:12 - loss2/drop_fc <- loss2/fc
INFO - 22:38:12 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 22:38:12 - Setting up loss2/drop_fc
INFO - 22:38:12 - Top shape: 24 1024 (24576)
INFO - 22:38:12 - Memory required for data: 1208786796
INFO - 22:38:12 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss2/classifier
INFO - 22:38:12 - loss2/classifier <- loss2/fc
INFO - 22:38:12 - loss2/classifier -> loss2/classifier
INFO - 22:38:12 - Setting up loss2/classifier
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Memory required for data: 1208882796
INFO - 22:38:12 - Creating layer / name=loss2/classifier_loss2/classifier_0_split / type=Split
INFO - 22:38:12 - Creating Layer loss2/classifier_loss2/classifier_0_split
INFO - 22:38:12 - loss2/classifier_loss2/classifier_0_split <- loss2/classifier
INFO - 22:38:12 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_0
INFO - 22:38:12 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_1
INFO - 22:38:12 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_2
INFO - 22:38:12 - Setting up loss2/classifier_loss2/classifier_0_split
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Top shape: 24 1000 (24000)
INFO - 22:38:12 - Memory required for data: 1209170796
INFO - 22:38:12 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss2/loss
INFO - 22:38:12 - loss2/loss <- loss2/classifier_loss2/classifier_0_split_0
INFO - 22:38:12 - loss2/loss <- label_googlenet_1_split_3
INFO - 22:38:12 - loss2/loss -> loss2/loss1
INFO - 22:38:12 - Creating layer / name=loss2/loss / type=Softmax
INFO - 22:38:12 - Setting up loss2/loss
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 0.3
INFO - 22:38:12 - Memory required for data: 1209170800
INFO - 22:38:12 - Creating layer / name=loss2/top-1 / type=Accuracy
INFO - 22:38:12 - Creating Layer loss2/top-1
INFO - 22:38:12 - loss2/top-1 <- loss2/classifier_loss2/classifier_0_split_1
INFO - 22:38:12 - loss2/top-1 <- label_googlenet_1_split_4
INFO - 22:38:12 - loss2/top-1 -> loss2/top-1
INFO - 22:38:12 - Setting up loss2/top-1
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - Memory required for data: 1209170804
INFO - 22:38:12 - Creating layer / name=loss2/top-5 / type=Accuracy
INFO - 22:38:12 - Creating Layer loss2/top-5
INFO - 22:38:12 - loss2/top-5 <- loss2/classifier_loss2/classifier_0_split_2
INFO - 22:38:12 - loss2/top-5 <- label_googlenet_1_split_5
INFO - 22:38:12 - loss2/top-5 -> loss2/top-5
INFO - 22:38:12 - Setting up loss2/top-5
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - Memory required for data: 1209170808
INFO - 22:38:12 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/1x1
INFO - 22:38:12 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 22:38:12 - inception_4e/1x1 -> inception_4e/1x1
INFO - 22:38:12 - Setting up inception_4e/1x1
INFO - 22:38:12 - Top shape: 24 256 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1213987704
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_1x1
INFO - 22:38:12 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 22:38:12 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_1x1
INFO - 22:38:12 - Top shape: 24 256 14 14 (1204224)
INFO - 22:38:12 - Memory required for data: 1218804600
INFO - 22:38:12 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 22:38:12 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 22:38:12 - Setting up inception_4e/3x3_reduce
INFO - 22:38:12 - Top shape: 24 160 14 14 (752640)
INFO - 22:38:12 - Memory required for data: 1221815160
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 22:38:12 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 160 14 14 (752640)
INFO - 22:38:12 - Memory required for data: 1224825720
INFO - 22:38:12 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/3x3
INFO - 22:38:12 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 22:38:12 - inception_4e/3x3 -> inception_4e/3x3
INFO - 22:38:12 - Setting up inception_4e/3x3
INFO - 22:38:12 - Top shape: 24 320 14 14 (1505280)
INFO - 22:38:12 - Memory required for data: 1230846840
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_3x3
INFO - 22:38:12 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 22:38:12 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_3x3
INFO - 22:38:12 - Top shape: 24 320 14 14 (1505280)
INFO - 22:38:12 - Memory required for data: 1236867960
INFO - 22:38:12 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 22:38:12 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 22:38:12 - Setting up inception_4e/5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1237470072
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 22:38:12 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 14 14 (150528)
INFO - 22:38:12 - Memory required for data: 1238072184
INFO - 22:38:12 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/5x5
INFO - 22:38:12 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 22:38:12 - inception_4e/5x5 -> inception_4e/5x5
INFO - 22:38:12 - Setting up inception_4e/5x5
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1240480632
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_5x5
INFO - 22:38:12 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 22:38:12 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_5x5
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1242889080
INFO - 22:38:12 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_4e/pool
INFO - 22:38:12 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 22:38:12 - inception_4e/pool -> inception_4e/pool
INFO - 22:38:12 - Setting up inception_4e/pool
INFO - 22:38:12 - Top shape: 24 528 14 14 (2483712)
INFO - 22:38:12 - Memory required for data: 1252823928
INFO - 22:38:12 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/pool_proj <- inception_4e/pool
INFO - 22:38:12 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 22:38:12 - Setting up inception_4e/pool_proj
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1255232376
INFO - 22:38:12 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_4e/relu_pool_proj
INFO - 22:38:12 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_4e/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 128 14 14 (602112)
INFO - 22:38:12 - Memory required for data: 1257640824
INFO - 22:38:12 - Creating layer / name=inception_4e/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_4e/output
INFO - 22:38:12 - inception_4e/output <- inception_4e/1x1
INFO - 22:38:12 - inception_4e/output <- inception_4e/3x3
INFO - 22:38:12 - inception_4e/output <- inception_4e/5x5
INFO - 22:38:12 - inception_4e/output <- inception_4e/pool_proj
INFO - 22:38:12 - inception_4e/output -> inception_4e/output
INFO - 22:38:12 - Setting up inception_4e/output
INFO - 22:38:12 - Top shape: 24 832 14 14 (3913728)
INFO - 22:38:12 - Memory required for data: 1273295736
INFO - 22:38:12 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 22:38:12 - Creating Layer pool4/3x3_s2
INFO - 22:38:12 - pool4/3x3_s2 <- inception_4e/output
INFO - 22:38:12 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 22:38:12 - Setting up pool4/3x3_s2
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1277209464
INFO - 22:38:12 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 22:38:12 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 22:38:12 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1292864376
INFO - 22:38:12 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/1x1
INFO - 22:38:12 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 22:38:12 - inception_5a/1x1 -> inception_5a/1x1
INFO - 22:38:12 - Setting up inception_5a/1x1
INFO - 22:38:12 - Top shape: 24 256 7 7 (301056)
INFO - 22:38:12 - Memory required for data: 1294068600
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_1x1
INFO - 22:38:12 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 22:38:12 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_1x1
INFO - 22:38:12 - Top shape: 24 256 7 7 (301056)
INFO - 22:38:12 - Memory required for data: 1295272824
INFO - 22:38:12 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 22:38:12 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 22:38:12 - Setting up inception_5a/3x3_reduce
INFO - 22:38:12 - Top shape: 24 160 7 7 (188160)
INFO - 22:38:12 - Memory required for data: 1296025464
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 22:38:12 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 160 7 7 (188160)
INFO - 22:38:12 - Memory required for data: 1296778104
INFO - 22:38:12 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/3x3
INFO - 22:38:12 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 22:38:12 - inception_5a/3x3 -> inception_5a/3x3
INFO - 22:38:12 - Setting up inception_5a/3x3
INFO - 22:38:12 - Top shape: 24 320 7 7 (376320)
INFO - 22:38:12 - Memory required for data: 1298283384
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_3x3
INFO - 22:38:12 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 22:38:12 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_3x3
INFO - 22:38:12 - Top shape: 24 320 7 7 (376320)
INFO - 22:38:12 - Memory required for data: 1299788664
INFO - 22:38:12 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 22:38:12 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 22:38:12 - Setting up inception_5a/5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 7 7 (37632)
INFO - 22:38:12 - Memory required for data: 1299939192
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 22:38:12 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 32 7 7 (37632)
INFO - 22:38:12 - Memory required for data: 1300089720
INFO - 22:38:12 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/5x5
INFO - 22:38:12 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 22:38:12 - inception_5a/5x5 -> inception_5a/5x5
INFO - 22:38:12 - Setting up inception_5a/5x5
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1300691832
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_5x5
INFO - 22:38:12 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 22:38:12 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_5x5
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1301293944
INFO - 22:38:12 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_5a/pool
INFO - 22:38:12 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 22:38:12 - inception_5a/pool -> inception_5a/pool
INFO - 22:38:12 - Setting up inception_5a/pool
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1305207672
INFO - 22:38:12 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/pool_proj <- inception_5a/pool
INFO - 22:38:12 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 22:38:12 - Setting up inception_5a/pool_proj
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1305809784
INFO - 22:38:12 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5a/relu_pool_proj
INFO - 22:38:12 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_5a/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1306411896
INFO - 22:38:12 - Creating layer / name=inception_5a/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_5a/output
INFO - 22:38:12 - inception_5a/output <- inception_5a/1x1
INFO - 22:38:12 - inception_5a/output <- inception_5a/3x3
INFO - 22:38:12 - inception_5a/output <- inception_5a/5x5
INFO - 22:38:12 - inception_5a/output <- inception_5a/pool_proj
INFO - 22:38:12 - inception_5a/output -> inception_5a/output
INFO - 22:38:12 - Setting up inception_5a/output
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1310325624
INFO - 22:38:12 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 22:38:12 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 22:38:12 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1325980536
INFO - 22:38:12 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/1x1
INFO - 22:38:12 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 22:38:12 - inception_5b/1x1 -> inception_5b/1x1
INFO - 22:38:12 - Setting up inception_5b/1x1
INFO - 22:38:12 - Top shape: 24 384 7 7 (451584)
INFO - 22:38:12 - Memory required for data: 1327786872
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_1x1
INFO - 22:38:12 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 22:38:12 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_1x1
INFO - 22:38:12 - Top shape: 24 384 7 7 (451584)
INFO - 22:38:12 - Memory required for data: 1329593208
INFO - 22:38:12 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 22:38:12 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 22:38:12 - Setting up inception_5b/3x3_reduce
INFO - 22:38:12 - Top shape: 24 192 7 7 (225792)
INFO - 22:38:12 - Memory required for data: 1330496376
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 22:38:12 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_3x3_reduce
INFO - 22:38:12 - Top shape: 24 192 7 7 (225792)
INFO - 22:38:12 - Memory required for data: 1331399544
INFO - 22:38:12 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/3x3
INFO - 22:38:12 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 22:38:12 - inception_5b/3x3 -> inception_5b/3x3
INFO - 22:38:12 - Setting up inception_5b/3x3
INFO - 22:38:12 - Top shape: 24 384 7 7 (451584)
INFO - 22:38:12 - Memory required for data: 1333205880
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_3x3
INFO - 22:38:12 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 22:38:12 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_3x3
INFO - 22:38:12 - Top shape: 24 384 7 7 (451584)
INFO - 22:38:12 - Memory required for data: 1335012216
INFO - 22:38:12 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 22:38:12 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 22:38:12 - Setting up inception_5b/5x5_reduce
INFO - 22:38:12 - Top shape: 24 48 7 7 (56448)
INFO - 22:38:12 - Memory required for data: 1335238008
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 22:38:12 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_5x5_reduce
INFO - 22:38:12 - Top shape: 24 48 7 7 (56448)
INFO - 22:38:12 - Memory required for data: 1335463800
INFO - 22:38:12 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/5x5
INFO - 22:38:12 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 22:38:12 - inception_5b/5x5 -> inception_5b/5x5
INFO - 22:38:12 - Setting up inception_5b/5x5
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1336065912
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_5x5
INFO - 22:38:12 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 22:38:12 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_5x5
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1336668024
INFO - 22:38:12 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 22:38:12 - Creating Layer inception_5b/pool
INFO - 22:38:12 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 22:38:12 - inception_5b/pool -> inception_5b/pool
INFO - 22:38:12 - Setting up inception_5b/pool
INFO - 22:38:12 - Top shape: 24 832 7 7 (978432)
INFO - 22:38:12 - Memory required for data: 1340581752
INFO - 22:38:12 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 22:38:12 - Creating Layer inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/pool_proj <- inception_5b/pool
INFO - 22:38:12 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 22:38:12 - Setting up inception_5b/pool_proj
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1341183864
INFO - 22:38:12 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 22:38:12 - Creating Layer inception_5b/relu_pool_proj
INFO - 22:38:12 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 22:38:12 - Setting up inception_5b/relu_pool_proj
INFO - 22:38:12 - Top shape: 24 128 7 7 (150528)
INFO - 22:38:12 - Memory required for data: 1341785976
INFO - 22:38:12 - Creating layer / name=inception_5b/output / type=Concat
INFO - 22:38:12 - Creating Layer inception_5b/output
INFO - 22:38:12 - inception_5b/output <- inception_5b/1x1
INFO - 22:38:12 - inception_5b/output <- inception_5b/3x3
INFO - 22:38:12 - inception_5b/output <- inception_5b/5x5
INFO - 22:38:12 - inception_5b/output <- inception_5b/pool_proj
INFO - 22:38:12 - inception_5b/output -> inception_5b/output
INFO - 22:38:12 - Setting up inception_5b/output
INFO - 22:38:12 - Top shape: 24 1024 7 7 (1204224)
INFO - 22:38:12 - Memory required for data: 1346602872
INFO - 22:38:12 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 22:38:12 - Creating Layer pool5/7x7_s1
INFO - 22:38:12 - pool5/7x7_s1 <- inception_5b/output
INFO - 22:38:12 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 22:38:12 - Setting up pool5/7x7_s1
INFO - 22:38:12 - Top shape: 24 1024 1 1 (24576)
INFO - 22:38:12 - Memory required for data: 1346701176
INFO - 22:38:12 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 22:38:12 - Creating Layer pool5/drop_7x7_s1
INFO - 22:38:12 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 22:38:12 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 22:38:12 - Setting up pool5/drop_7x7_s1
INFO - 22:38:12 - Top shape: 24 1024 1 1 (24576)
INFO - 22:38:12 - Memory required for data: 1346799480
INFO - 22:38:12 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 22:38:12 - Creating Layer loss3/classifier
INFO - 22:38:12 - loss3/classifier <- pool5/7x7_s1
INFO - 22:38:12 - loss3/classifier -> loss3/classifier
INFO - 22:38:12 - Setting up loss3/classifier
INFO - 22:38:12 - Top shape: 24 5 (120)
INFO - 22:38:12 - Memory required for data: 1346799960
INFO - 22:38:12 - Creating layer / name=loss3/classifier_loss3/classifier_0_split / type=Split
INFO - 22:38:12 - Creating Layer loss3/classifier_loss3/classifier_0_split
INFO - 22:38:12 - loss3/classifier_loss3/classifier_0_split <- loss3/classifier
INFO - 22:38:12 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_0
INFO - 22:38:12 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_1
INFO - 22:38:12 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_2
INFO - 22:38:12 - Setting up loss3/classifier_loss3/classifier_0_split
INFO - 22:38:12 - Top shape: 24 5 (120)
INFO - 22:38:12 - Top shape: 24 5 (120)
INFO - 22:38:12 - Top shape: 24 5 (120)
INFO - 22:38:12 - Memory required for data: 1346801400
INFO - 22:38:12 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 22:38:12 - Creating Layer loss3/loss3
INFO - 22:38:12 - loss3/loss3 <- loss3/classifier_loss3/classifier_0_split_0
INFO - 22:38:12 - loss3/loss3 <- label_googlenet_1_split_6
INFO - 22:38:12 - loss3/loss3 -> loss3/loss3
INFO - 22:38:12 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 22:38:12 - Setting up loss3/loss3
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - with loss weight 1
INFO - 22:38:12 - Memory required for data: 1346801404
INFO - 22:38:12 - Creating layer / name=loss3/top-1 / type=Accuracy
INFO - 22:38:12 - Creating Layer loss3/top-1
INFO - 22:38:12 - loss3/top-1 <- loss3/classifier_loss3/classifier_0_split_1
INFO - 22:38:12 - loss3/top-1 <- label_googlenet_1_split_7
INFO - 22:38:12 - loss3/top-1 -> loss3/top-1
INFO - 22:38:12 - Setting up loss3/top-1
INFO - 22:38:12 - Top shape: (1)
INFO - 22:38:12 - Memory required for data: 1346801408
INFO - 22:38:12 - Creating layer / name=probt / type=Softmax
INFO - 22:38:12 - Creating Layer probt
INFO - 22:38:12 - probt <- loss3/classifier_loss3/classifier_0_split_2
INFO - 22:38:12 - probt -> probt
INFO - 22:38:12 - Setting up probt
INFO - 22:38:12 - Top shape: 24 5 (120)
INFO - 22:38:12 - Memory required for data: 1346801888
INFO - 22:38:12 - probt does not need backward computation.
INFO - 22:38:12 - loss3/top-1 does not need backward computation.
INFO - 22:38:12 - loss3/loss3 needs backward computation.
INFO - 22:38:12 - loss3/classifier_loss3/classifier_0_split needs backward computation.
INFO - 22:38:12 - loss3/classifier needs backward computation.
INFO - 22:38:12 - pool5/drop_7x7_s1 needs backward computation.
INFO - 22:38:12 - pool5/7x7_s1 needs backward computation.
INFO - 22:38:12 - inception_5b/output needs backward computation.
INFO - 22:38:12 - inception_5b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_5b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_5b/pool needs backward computation.
INFO - 22:38:12 - inception_5b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_5b/5x5 needs backward computation.
INFO - 22:38:12 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_5b/3x3 needs backward computation.
INFO - 22:38:12 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_5b/1x1 needs backward computation.
INFO - 22:38:12 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_5a/output needs backward computation.
INFO - 22:38:12 - inception_5a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_5a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_5a/pool needs backward computation.
INFO - 22:38:12 - inception_5a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_5a/5x5 needs backward computation.
INFO - 22:38:12 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_5a/3x3 needs backward computation.
INFO - 22:38:12 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_5a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_5a/1x1 needs backward computation.
INFO - 22:38:12 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool4/3x3_s2 needs backward computation.
INFO - 22:38:12 - inception_4e/output needs backward computation.
INFO - 22:38:12 - inception_4e/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4e/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4e/pool needs backward computation.
INFO - 22:38:12 - inception_4e/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4e/5x5 needs backward computation.
INFO - 22:38:12 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4e/3x3 needs backward computation.
INFO - 22:38:12 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4e/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4e/1x1 needs backward computation.
INFO - 22:38:12 - loss2/top-5 does not need backward computation.
INFO - 22:38:12 - loss2/top-1 does not need backward computation.
INFO - 22:38:12 - loss2/loss needs backward computation.
INFO - 22:38:12 - loss2/classifier_loss2/classifier_0_split needs backward computation.
INFO - 22:38:12 - loss2/classifier needs backward computation.
INFO - 22:38:12 - loss2/drop_fc needs backward computation.
INFO - 22:38:12 - loss2/relu_fc needs backward computation.
INFO - 22:38:12 - loss2/fc needs backward computation.
INFO - 22:38:12 - loss2/relu_conv needs backward computation.
INFO - 22:38:12 - loss2/conv needs backward computation.
INFO - 22:38:12 - loss2/ave_pool needs backward computation.
INFO - 22:38:12 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4d/output needs backward computation.
INFO - 22:38:12 - inception_4d/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4d/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4d/pool needs backward computation.
INFO - 22:38:12 - inception_4d/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4d/5x5 needs backward computation.
INFO - 22:38:12 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4d/3x3 needs backward computation.
INFO - 22:38:12 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4d/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4d/1x1 needs backward computation.
INFO - 22:38:12 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4c/output needs backward computation.
INFO - 22:38:12 - inception_4c/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4c/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4c/pool needs backward computation.
INFO - 22:38:12 - inception_4c/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4c/5x5 needs backward computation.
INFO - 22:38:12 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4c/3x3 needs backward computation.
INFO - 22:38:12 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4c/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4c/1x1 needs backward computation.
INFO - 22:38:12 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4b/output needs backward computation.
INFO - 22:38:12 - inception_4b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4b/pool needs backward computation.
INFO - 22:38:12 - inception_4b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4b/5x5 needs backward computation.
INFO - 22:38:12 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4b/3x3 needs backward computation.
INFO - 22:38:12 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4b/1x1 needs backward computation.
INFO - 22:38:12 - loss1/top-5 does not need backward computation.
INFO - 22:38:12 - loss1/top-1 does not need backward computation.
INFO - 22:38:12 - loss1/loss needs backward computation.
INFO - 22:38:12 - loss1/classifier_loss1/classifier_0_split needs backward computation.
INFO - 22:38:12 - loss1/classifier needs backward computation.
INFO - 22:38:12 - loss1/drop_fc needs backward computation.
INFO - 22:38:12 - loss1/relu_fc needs backward computation.
INFO - 22:38:12 - loss1/fc needs backward computation.
INFO - 22:38:12 - loss1/relu_conv needs backward computation.
INFO - 22:38:12 - loss1/conv needs backward computation.
INFO - 22:38:12 - loss1/ave_pool needs backward computation.
INFO - 22:38:12 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_4a/output needs backward computation.
INFO - 22:38:12 - inception_4a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_4a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_4a/pool needs backward computation.
INFO - 22:38:12 - inception_4a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_4a/5x5 needs backward computation.
INFO - 22:38:12 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_4a/3x3 needs backward computation.
INFO - 22:38:12 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_4a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_4a/1x1 needs backward computation.
INFO - 22:38:12 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool3/3x3_s2 needs backward computation.
INFO - 22:38:12 - inception_3b/output needs backward computation.
INFO - 22:38:12 - inception_3b/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_3b/pool_proj needs backward computation.
INFO - 22:38:12 - inception_3b/pool needs backward computation.
INFO - 22:38:12 - inception_3b/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_3b/5x5 needs backward computation.
INFO - 22:38:12 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_3b/3x3 needs backward computation.
INFO - 22:38:12 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3b/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_3b/1x1 needs backward computation.
INFO - 22:38:12 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 22:38:12 - inception_3a/output needs backward computation.
INFO - 22:38:12 - inception_3a/relu_pool_proj needs backward computation.
INFO - 22:38:12 - inception_3a/pool_proj needs backward computation.
INFO - 22:38:12 - inception_3a/pool needs backward computation.
INFO - 22:38:12 - inception_3a/relu_5x5 needs backward computation.
INFO - 22:38:12 - inception_3a/5x5 needs backward computation.
INFO - 22:38:12 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/5x5_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/relu_3x3 needs backward computation.
INFO - 22:38:12 - inception_3a/3x3 needs backward computation.
INFO - 22:38:12 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/3x3_reduce needs backward computation.
INFO - 22:38:12 - inception_3a/relu_1x1 needs backward computation.
INFO - 22:38:12 - inception_3a/1x1 needs backward computation.
INFO - 22:38:12 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 22:38:12 - pool2/3x3_s2 needs backward computation.
INFO - 22:38:12 - conv2/norm2 needs backward computation.
INFO - 22:38:12 - conv2/relu_3x3 needs backward computation.
INFO - 22:38:12 - conv2/3x3 needs backward computation.
INFO - 22:38:12 - conv2/relu_3x3_reduce needs backward computation.
INFO - 22:38:12 - conv2/3x3_reduce needs backward computation.
INFO - 22:38:12 - pool1/norm1 needs backward computation.
INFO - 22:38:12 - pool1/3x3_s2 needs backward computation.
INFO - 22:38:12 - conv1/relu_7x7 needs backward computation.
INFO - 22:38:12 - conv1/7x7_s2 needs backward computation.
INFO - 22:38:12 - label_googlenet_1_split does not need backward computation.
INFO - 22:38:12 - googlenet does not need backward computation.
INFO - 22:38:12 - This network produces output loss1/loss1
INFO - 22:38:12 - This network produces output loss1/top-1
INFO - 22:38:12 - This network produces output loss1/top-5
INFO - 22:38:12 - This network produces output loss2/loss1
INFO - 22:38:12 - This network produces output loss2/top-1
INFO - 22:38:12 - This network produces output loss2/top-5
INFO - 22:38:12 - This network produces output loss3/loss3
INFO - 22:38:12 - This network produces output loss3/top-1
INFO - 22:38:12 - This network produces output probt
INFO - 22:38:12 - Network initialization done.
E1119 22:38:12.653645 7960 caffelib.cc:785] exception while forward/backward pass through the network
E1119 22:40:46.902273 7601 caffelib.cc:1109] Error creating model for prediction
INFO - 22:38:12 - Solver scaffolding done.
ERROR - 22:40:46 - service cosmos_image_classification mllib internal error: no model in /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository for initializing the net
ERROR - 22:40:46 - Sun Nov 19 22:40:46 2017 IST - 127.0.0.1 "POST /predict" 500 0
INFO - 22:51:35 - Sun Nov 19 22:51:35 2017 IST - 127.0.0.1 "GET /info" 200 0
ERROR - 22:51:35 - Unknown Service=favicon.ico
ERROR - 22:51:35 - Sun Nov 19 22:51:35 2017 IST - 127.0.0.1 "GET /favicon.ico"
ERROR - 22:55:36 - JSON parsing error on string:
ERROR - 22:55:36 - Sun Nov 19 22:55:36 2017 IST - 127.0.0.1 "GET /train" 400 0
ERROR - 23:00:23 - Sun Nov 19 23:00:23 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification" 403 0
I1119 23:00:38.151084 7599 caffelib.cc:131] instantiating model template googlenet
I1119 23:00:38.151134 7599 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1119 23:00:38.151172 7599 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
INFO - 23:00:38 - Sun Nov 19 23:00:38 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification_2" 201 20
INFO - 23:00:59 - Sun Nov 19 23:00:59 2017 IST - 127.0.0.1 "POST /train" 201 1
WARNING - 23:00:59 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb already exists, bypassing creation but checking on records
INFO - 23:00:59 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
WARNING - 23:00:59 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb with 11012 records
WARNING - 23:00:59 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb already exists, bypassing creation but checking on records
INFO - 23:00:59 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb
WARNING - 23:00:59 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb with 1224 records
WARNING - 23:00:59 - image mean file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto already exists, bypassing creation
INFO - 23:00:59 - Number of channels: 3
INFO - 23:00:59 - mean_value channel [0]:128.042
INFO - 23:00:59 - mean_value channel [1]:135.86
I1119 23:00:59.191107 8193 caffelib.cc:1849] user batch_size=8 / inputc batch_size=11012
I1119 23:00:59.191148 8193 caffelib.cc:1893] batch_size=4 / test_batch_size=8 / test_iter=153
INFO - 23:00:59 - mean_value channel [2]:123.698
INFO - 23:00:59 - Initializing solver from parameters:
INFO - 23:00:59 - Creating training net specified in net_param.
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer googlenet
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-1
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-5
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-1
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-5
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss3/top-1
INFO - 23:00:59 - The NetState phase (0) differed from the phase (1) specified by a rule in layer probt
INFO - 23:00:59 - Initializing net from parameters:
INFO - 23:00:59 - Creating layer / name=data / type=Data
INFO - 23:00:59 - Creating Layer data
INFO - 23:00:59 - data -> data
INFO - 23:00:59 - data -> label
INFO - 23:00:59 - Loading mean file from: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 23:00:59 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 23:00:59 - output data size: 8,3,224,224
INFO - 23:00:59 - Setting up data
INFO - 23:00:59 - Top shape: 8 3 224 224 (1204224)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Memory required for data: 4816928
INFO - 23:00:59 - Creating layer / name=label_data_1_split / type=Split
INFO - 23:00:59 - Creating Layer label_data_1_split
INFO - 23:00:59 - label_data_1_split <- label
INFO - 23:00:59 - label_data_1_split -> label_data_1_split_0
INFO - 23:00:59 - label_data_1_split -> label_data_1_split_1
INFO - 23:00:59 - label_data_1_split -> label_data_1_split_2
INFO - 23:00:59 - Setting up label_data_1_split
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Memory required for data: 4817024
INFO - 23:00:59 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 23:00:59 - Creating Layer conv1/7x7_s2
INFO - 23:00:59 - conv1/7x7_s2 <- data
INFO - 23:00:59 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 23:00:59 - Setting up conv1/7x7_s2
INFO - 23:00:59 - Top shape: 8 64 112 112 (6422528)
INFO - 23:00:59 - Memory required for data: 30507136
INFO - 23:00:59 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 23:00:59 - Creating Layer conv1/relu_7x7
INFO - 23:00:59 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 23:00:59 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 23:00:59 - Setting up conv1/relu_7x7
INFO - 23:00:59 - Top shape: 8 64 112 112 (6422528)
INFO - 23:00:59 - Memory required for data: 56197248
INFO - 23:00:59 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool1/3x3_s2
INFO - 23:00:59 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 23:00:59 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 23:00:59 - Setting up pool1/3x3_s2
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 62619776
INFO - 23:00:59 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 23:00:59 - Creating Layer pool1/norm1
INFO - 23:00:59 - pool1/norm1 <- pool1/3x3_s2
INFO - 23:00:59 - pool1/norm1 -> pool1/norm1
INFO - 23:00:59 - Setting up pool1/norm1
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 69042304
INFO - 23:00:59 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer conv2/3x3_reduce
INFO - 23:00:59 - conv2/3x3_reduce <- pool1/norm1
INFO - 23:00:59 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 23:00:59 - Setting up conv2/3x3_reduce
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 75464832
INFO - 23:00:59 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer conv2/relu_3x3_reduce
INFO - 23:00:59 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 23:00:59 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up conv2/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 81887360
INFO - 23:00:59 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer conv2/3x3
INFO - 23:00:59 - conv2/3x3 <- conv2/3x3_reduce
INFO - 23:00:59 - conv2/3x3 -> conv2/3x3
INFO - 23:00:59 - Setting up conv2/3x3
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 101154944
INFO - 23:00:59 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer conv2/relu_3x3
INFO - 23:00:59 - conv2/relu_3x3 <- conv2/3x3
INFO - 23:00:59 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 23:00:59 - Setting up conv2/relu_3x3
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 120422528
INFO - 23:00:59 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 23:00:59 - Creating Layer conv2/norm2
INFO - 23:00:59 - conv2/norm2 <- conv2/3x3
INFO - 23:00:59 - conv2/norm2 -> conv2/norm2
INFO - 23:00:59 - Setting up conv2/norm2
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 139690112
INFO - 23:00:59 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool2/3x3_s2
INFO - 23:00:59 - pool2/3x3_s2 <- conv2/norm2
INFO - 23:00:59 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 23:00:59 - Setting up pool2/3x3_s2
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 144507008
INFO - 23:00:59 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 163774592
INFO - 23:00:59 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/1x1
INFO - 23:00:59 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 23:00:59 - inception_3a/1x1 -> inception_3a/1x1
INFO - 23:00:59 - Setting up inception_3a/1x1
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 165380224
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_1x1
INFO - 23:00:59 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 23:00:59 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_1x1
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 166985856
INFO - 23:00:59 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 23:00:59 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 23:00:59 - Setting up inception_3a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 169394304
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 23:00:59 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 171802752
INFO - 23:00:59 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/3x3
INFO - 23:00:59 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/3x3 -> inception_3a/3x3
INFO - 23:00:59 - Setting up inception_3a/3x3
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 175014016
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_3x3
INFO - 23:00:59 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 23:00:59 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_3x3
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 178225280
INFO - 23:00:59 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 23:00:59 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 23:00:59 - Setting up inception_3a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 28 28 (100352)
INFO - 23:00:59 - Memory required for data: 178626688
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 23:00:59 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 28 28 (100352)
INFO - 23:00:59 - Memory required for data: 179028096
INFO - 23:00:59 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/5x5
INFO - 23:00:59 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/5x5 -> inception_3a/5x5
INFO - 23:00:59 - Setting up inception_3a/5x5
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 179830912
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_5x5
INFO - 23:00:59 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 23:00:59 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_5x5
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 180633728
INFO - 23:00:59 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_3a/pool
INFO - 23:00:59 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 23:00:59 - inception_3a/pool -> inception_3a/pool
INFO - 23:00:59 - Setting up inception_3a/pool
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 185450624
INFO - 23:00:59 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/pool_proj <- inception_3a/pool
INFO - 23:00:59 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 23:00:59 - Setting up inception_3a/pool_proj
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 186253440
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_pool_proj
INFO - 23:00:59 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 187056256
INFO - 23:00:59 - Creating layer / name=inception_3a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_3a/output
INFO - 23:00:59 - inception_3a/output <- inception_3a/1x1
INFO - 23:00:59 - inception_3a/output <- inception_3a/3x3
INFO - 23:00:59 - inception_3a/output <- inception_3a/5x5
INFO - 23:00:59 - inception_3a/output <- inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/output -> inception_3a/output
INFO - 23:00:59 - Setting up inception_3a/output
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 193478784
INFO - 23:00:59 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 23:00:59 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 219168896
INFO - 23:00:59 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/1x1
INFO - 23:00:59 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 23:00:59 - inception_3b/1x1 -> inception_3b/1x1
INFO - 23:00:59 - Setting up inception_3b/1x1
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 222380160
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_1x1
INFO - 23:00:59 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 23:00:59 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_1x1
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 225591424
INFO - 23:00:59 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 23:00:59 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 23:00:59 - Setting up inception_3b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 228802688
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 23:00:59 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 232013952
INFO - 23:00:59 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/3x3
INFO - 23:00:59 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/3x3 -> inception_3b/3x3
INFO - 23:00:59 - Setting up inception_3b/3x3
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 236830848
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_3x3
INFO - 23:00:59 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 23:00:59 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_3x3
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 241647744
INFO - 23:00:59 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 23:00:59 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 23:00:59 - Setting up inception_3b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 242450560
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 23:00:59 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 243253376
INFO - 23:00:59 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/5x5
INFO - 23:00:59 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/5x5 -> inception_3b/5x5
INFO - 23:00:59 - Setting up inception_3b/5x5
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 245661824
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_5x5
INFO - 23:00:59 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 23:00:59 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_5x5
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 248070272
INFO - 23:00:59 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_3b/pool
INFO - 23:00:59 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 23:00:59 - inception_3b/pool -> inception_3b/pool
INFO - 23:00:59 - Setting up inception_3b/pool
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 254492800
INFO - 23:00:59 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/pool_proj <- inception_3b/pool
INFO - 23:00:59 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 23:00:59 - Setting up inception_3b/pool_proj
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 256098432
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_pool_proj
INFO - 23:00:59 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 257704064
INFO - 23:00:59 - Creating layer / name=inception_3b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_3b/output
INFO - 23:00:59 - inception_3b/output <- inception_3b/1x1
INFO - 23:00:59 - inception_3b/output <- inception_3b/3x3
INFO - 23:00:59 - inception_3b/output <- inception_3b/5x5
INFO - 23:00:59 - inception_3b/output <- inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/output -> inception_3b/output
INFO - 23:00:59 - Setting up inception_3b/output
INFO - 23:00:59 - Top shape: 8 480 28 28 (3010560)
INFO - 23:00:59 - Memory required for data: 269746304
INFO - 23:00:59 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool3/3x3_s2
INFO - 23:00:59 - pool3/3x3_s2 <- inception_3b/output
INFO - 23:00:59 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 23:00:59 - Setting up pool3/3x3_s2
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 272756864
INFO - 23:00:59 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 284799104
INFO - 23:00:59 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/1x1
INFO - 23:00:59 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 23:00:59 - inception_4a/1x1 -> inception_4a/1x1
INFO - 23:00:59 - Setting up inception_4a/1x1
INFO - 23:00:59 - Top shape: 8 192 14 14 (301056)
INFO - 23:00:59 - Memory required for data: 286003328
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_1x1
INFO - 23:00:59 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 23:00:59 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_1x1
INFO - 23:00:59 - Top shape: 8 192 14 14 (301056)
INFO - 23:00:59 - Memory required for data: 287207552
INFO - 23:00:59 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 23:00:59 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 23:00:59 - Setting up inception_4a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 14 14 (150528)
INFO - 23:00:59 - Memory required for data: 287809664
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 23:00:59 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 14 14 (150528)
INFO - 23:00:59 - Memory required for data: 288411776
INFO - 23:00:59 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/3x3
INFO - 23:00:59 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/3x3 -> inception_4a/3x3
INFO - 23:00:59 - Setting up inception_4a/3x3
INFO - 23:00:59 - Top shape: 8 208 14 14 (326144)
INFO - 23:00:59 - Memory required for data: 289716352
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_3x3
INFO - 23:00:59 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 23:00:59 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_3x3
INFO - 23:00:59 - Top shape: 8 208 14 14 (326144)
INFO - 23:00:59 - Memory required for data: 291020928
INFO - 23:00:59 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 23:00:59 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 23:00:59 - Setting up inception_4a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 14 14 (25088)
INFO - 23:00:59 - Memory required for data: 291121280
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 23:00:59 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 14 14 (25088)
INFO - 23:00:59 - Memory required for data: 291221632
INFO - 23:00:59 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/5x5
INFO - 23:00:59 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/5x5 -> inception_4a/5x5
INFO - 23:00:59 - Setting up inception_4a/5x5
INFO - 23:00:59 - Top shape: 8 48 14 14 (75264)
INFO - 23:00:59 - Memory required for data: 291522688
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_5x5
INFO - 23:00:59 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 23:00:59 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_5x5
INFO - 23:00:59 - Top shape: 8 48 14 14 (75264)
INFO - 23:00:59 - Memory required for data: 291823744
INFO - 23:00:59 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4a/pool
INFO - 23:00:59 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 23:00:59 - inception_4a/pool -> inception_4a/pool
INFO - 23:00:59 - Setting up inception_4a/pool
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 294834304
INFO - 23:00:59 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/pool_proj <- inception_4a/pool
INFO - 23:00:59 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 23:00:59 - Setting up inception_4a/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 295235712
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_pool_proj
INFO - 23:00:59 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 295637120
INFO - 23:00:59 - Creating layer / name=inception_4a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4a/output
INFO - 23:00:59 - inception_4a/output <- inception_4a/1x1
INFO - 23:00:59 - inception_4a/output <- inception_4a/3x3
INFO - 23:00:59 - inception_4a/output <- inception_4a/5x5
INFO - 23:00:59 - inception_4a/output <- inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/output -> inception_4a/output
INFO - 23:00:59 - Setting up inception_4a/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 298848384
INFO - 23:00:59 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 23:00:59 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 314904704
INFO - 23:00:59 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 23:00:59 - Creating Layer loss1/ave_pool
INFO - 23:00:59 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 23:00:59 - loss1/ave_pool -> loss1/ave_pool
INFO - 23:00:59 - Setting up loss1/ave_pool
INFO - 23:00:59 - Top shape: 8 512 4 4 (65536)
INFO - 23:00:59 - Memory required for data: 315166848
INFO - 23:00:59 - Creating layer / name=loss1/conv / type=Convolution
INFO - 23:00:59 - Creating Layer loss1/conv
INFO - 23:00:59 - loss1/conv <- loss1/ave_pool
INFO - 23:00:59 - loss1/conv -> loss1/conv
INFO - 23:00:59 - Setting up loss1/conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 315232384
INFO - 23:00:59 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 23:00:59 - Creating Layer loss1/relu_conv
INFO - 23:00:59 - loss1/relu_conv <- loss1/conv
INFO - 23:00:59 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 23:00:59 - Setting up loss1/relu_conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 315297920
INFO - 23:00:59 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss1/fc
INFO - 23:00:59 - loss1/fc <- loss1/conv
INFO - 23:00:59 - loss1/fc -> loss1/fc
INFO - 23:00:59 - Setting up loss1/fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315330688
INFO - 23:00:59 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 23:00:59 - Creating Layer loss1/relu_fc
INFO - 23:00:59 - loss1/relu_fc <- loss1/fc
INFO - 23:00:59 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 23:00:59 - Setting up loss1/relu_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315363456
INFO - 23:00:59 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 23:00:59 - Creating Layer loss1/drop_fc
INFO - 23:00:59 - loss1/drop_fc <- loss1/fc
INFO - 23:00:59 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 23:00:59 - Setting up loss1/drop_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315396224
INFO - 23:00:59 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss1/classifier
INFO - 23:00:59 - loss1/classifier <- loss1/fc
INFO - 23:00:59 - loss1/classifier -> loss1/classifier
INFO - 23:00:59 - Setting up loss1/classifier
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 315428224
INFO - 23:00:59 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss1/loss
INFO - 23:00:59 - loss1/loss <- loss1/classifier
INFO - 23:00:59 - loss1/loss <- label_data_1_split_0
INFO - 23:00:59 - loss1/loss -> loss1/loss1
INFO - 23:00:59 - Creating layer / name=loss1/loss / type=Softmax
INFO - 23:00:59 - Setting up loss1/loss
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 0.3
INFO - 23:00:59 - Memory required for data: 315428228
INFO - 23:00:59 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/1x1
INFO - 23:00:59 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 23:00:59 - inception_4b/1x1 -> inception_4b/1x1
INFO - 23:00:59 - Setting up inception_4b/1x1
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 316431748
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_1x1
INFO - 23:00:59 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 23:00:59 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_1x1
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 317435268
INFO - 23:00:59 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 23:00:59 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 23:00:59 - Setting up inception_4b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 318137732
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 23:00:59 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 318840196
INFO - 23:00:59 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/3x3
INFO - 23:00:59 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/3x3 -> inception_4b/3x3
INFO - 23:00:59 - Setting up inception_4b/3x3
INFO - 23:00:59 - Top shape: 8 224 14 14 (351232)
INFO - 23:00:59 - Memory required for data: 320245124
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_3x3
INFO - 23:00:59 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 23:00:59 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_3x3
INFO - 23:00:59 - Top shape: 8 224 14 14 (351232)
INFO - 23:00:59 - Memory required for data: 321650052
INFO - 23:00:59 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 23:00:59 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 23:00:59 - Setting up inception_4b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 321800580
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 23:00:59 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 321951108
INFO - 23:00:59 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/5x5
INFO - 23:00:59 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/5x5 -> inception_4b/5x5
INFO - 23:00:59 - Setting up inception_4b/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 322352516
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_5x5
INFO - 23:00:59 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 23:00:59 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 322753924
INFO - 23:00:59 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4b/pool
INFO - 23:00:59 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 23:00:59 - inception_4b/pool -> inception_4b/pool
INFO - 23:00:59 - Setting up inception_4b/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 325965188
INFO - 23:00:59 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/pool_proj <- inception_4b/pool
INFO - 23:00:59 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 23:00:59 - Setting up inception_4b/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 326366596
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_pool_proj
INFO - 23:00:59 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 326768004
INFO - 23:00:59 - Creating layer / name=inception_4b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4b/output
INFO - 23:00:59 - inception_4b/output <- inception_4b/1x1
INFO - 23:00:59 - inception_4b/output <- inception_4b/3x3
INFO - 23:00:59 - inception_4b/output <- inception_4b/5x5
INFO - 23:00:59 - inception_4b/output <- inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/output -> inception_4b/output
INFO - 23:00:59 - Setting up inception_4b/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 329979268
INFO - 23:00:59 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 23:00:59 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 342824324
INFO - 23:00:59 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/1x1
INFO - 23:00:59 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 23:00:59 - inception_4c/1x1 -> inception_4c/1x1
INFO - 23:00:59 - Setting up inception_4c/1x1
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 343627140
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_1x1
INFO - 23:00:59 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 23:00:59 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_1x1
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 344429956
INFO - 23:00:59 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 23:00:59 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 23:00:59 - Setting up inception_4c/3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 345232772
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 23:00:59 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 346035588
INFO - 23:00:59 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/3x3
INFO - 23:00:59 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/3x3 -> inception_4c/3x3
INFO - 23:00:59 - Setting up inception_4c/3x3
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 347641220
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_3x3
INFO - 23:00:59 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 23:00:59 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_3x3
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 349246852
INFO - 23:00:59 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 23:00:59 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 23:00:59 - Setting up inception_4c/5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 349397380
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 23:00:59 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 349547908
INFO - 23:00:59 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/5x5
INFO - 23:00:59 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/5x5 -> inception_4c/5x5
INFO - 23:00:59 - Setting up inception_4c/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 349949316
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_5x5
INFO - 23:00:59 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 23:00:59 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 350350724
INFO - 23:00:59 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4c/pool
INFO - 23:00:59 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 23:00:59 - inception_4c/pool -> inception_4c/pool
INFO - 23:00:59 - Setting up inception_4c/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 353561988
INFO - 23:00:59 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/pool_proj <- inception_4c/pool
INFO - 23:00:59 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 23:00:59 - Setting up inception_4c/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 353963396
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_pool_proj
INFO - 23:00:59 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 354364804
INFO - 23:00:59 - Creating layer / name=inception_4c/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4c/output
INFO - 23:00:59 - inception_4c/output <- inception_4c/1x1
INFO - 23:00:59 - inception_4c/output <- inception_4c/3x3
INFO - 23:00:59 - inception_4c/output <- inception_4c/5x5
INFO - 23:00:59 - inception_4c/output <- inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/output -> inception_4c/output
INFO - 23:00:59 - Setting up inception_4c/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 357576068
INFO - 23:00:59 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 23:00:59 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 370421124
INFO - 23:00:59 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/1x1
INFO - 23:00:59 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 23:00:59 - inception_4d/1x1 -> inception_4d/1x1
INFO - 23:00:59 - Setting up inception_4d/1x1
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 371123588
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_1x1
INFO - 23:00:59 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 23:00:59 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_1x1
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 371826052
INFO - 23:00:59 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 23:00:59 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 23:00:59 - Setting up inception_4d/3x3_reduce
INFO - 23:00:59 - Top shape: 8 144 14 14 (225792)
INFO - 23:00:59 - Memory required for data: 372729220
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 23:00:59 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 144 14 14 (225792)
INFO - 23:00:59 - Memory required for data: 373632388
INFO - 23:00:59 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/3x3
INFO - 23:00:59 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/3x3 -> inception_4d/3x3
INFO - 23:00:59 - Setting up inception_4d/3x3
INFO - 23:00:59 - Top shape: 8 288 14 14 (451584)
INFO - 23:00:59 - Memory required for data: 375438724
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_3x3
INFO - 23:00:59 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 23:00:59 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_3x3
INFO - 23:00:59 - Top shape: 8 288 14 14 (451584)
INFO - 23:00:59 - Memory required for data: 377245060
INFO - 23:00:59 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 23:00:59 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 23:00:59 - Setting up inception_4d/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 377445764
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 23:00:59 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 377646468
INFO - 23:00:59 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/5x5
INFO - 23:00:59 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/5x5 -> inception_4d/5x5
INFO - 23:00:59 - Setting up inception_4d/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 378047876
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_5x5
INFO - 23:00:59 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 23:00:59 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 378449284
INFO - 23:00:59 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4d/pool
INFO - 23:00:59 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 23:00:59 - inception_4d/pool -> inception_4d/pool
INFO - 23:00:59 - Setting up inception_4d/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 381660548
INFO - 23:00:59 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/pool_proj <- inception_4d/pool
INFO - 23:00:59 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 23:00:59 - Setting up inception_4d/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 382061956
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_pool_proj
INFO - 23:00:59 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 382463364
INFO - 23:00:59 - Creating layer / name=inception_4d/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4d/output
INFO - 23:00:59 - inception_4d/output <- inception_4d/1x1
INFO - 23:00:59 - inception_4d/output <- inception_4d/3x3
INFO - 23:00:59 - inception_4d/output <- inception_4d/5x5
INFO - 23:00:59 - inception_4d/output <- inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/output -> inception_4d/output
INFO - 23:00:59 - Setting up inception_4d/output
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 385774980
INFO - 23:00:59 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 23:00:59 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 402333060
INFO - 23:00:59 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 23:00:59 - Creating Layer loss2/ave_pool
INFO - 23:00:59 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 23:00:59 - loss2/ave_pool -> loss2/ave_pool
INFO - 23:00:59 - Setting up loss2/ave_pool
INFO - 23:00:59 - Top shape: 8 528 4 4 (67584)
INFO - 23:00:59 - Memory required for data: 402603396
INFO - 23:00:59 - Creating layer / name=loss2/conv / type=Convolution
INFO - 23:00:59 - Creating Layer loss2/conv
INFO - 23:00:59 - loss2/conv <- loss2/ave_pool
INFO - 23:00:59 - loss2/conv -> loss2/conv
INFO - 23:00:59 - Setting up loss2/conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 402668932
INFO - 23:00:59 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 23:00:59 - Creating Layer loss2/relu_conv
INFO - 23:00:59 - loss2/relu_conv <- loss2/conv
INFO - 23:00:59 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 23:00:59 - Setting up loss2/relu_conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 402734468
INFO - 23:00:59 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss2/fc
INFO - 23:00:59 - loss2/fc <- loss2/conv
INFO - 23:00:59 - loss2/fc -> loss2/fc
INFO - 23:00:59 - Setting up loss2/fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402767236
INFO - 23:00:59 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 23:00:59 - Creating Layer loss2/relu_fc
INFO - 23:00:59 - loss2/relu_fc <- loss2/fc
INFO - 23:00:59 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 23:00:59 - Setting up loss2/relu_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402800004
INFO - 23:00:59 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 23:00:59 - Creating Layer loss2/drop_fc
INFO - 23:00:59 - loss2/drop_fc <- loss2/fc
INFO - 23:00:59 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 23:00:59 - Setting up loss2/drop_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402832772
INFO - 23:00:59 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss2/classifier
INFO - 23:00:59 - loss2/classifier <- loss2/fc
INFO - 23:00:59 - loss2/classifier -> loss2/classifier
INFO - 23:00:59 - Setting up loss2/classifier
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 402864772
INFO - 23:00:59 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss2/loss
INFO - 23:00:59 - loss2/loss <- loss2/classifier
INFO - 23:00:59 - loss2/loss <- label_data_1_split_1
INFO - 23:00:59 - loss2/loss -> loss2/loss1
INFO - 23:00:59 - Creating layer / name=loss2/loss / type=Softmax
INFO - 23:00:59 - Setting up loss2/loss
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 0.3
INFO - 23:00:59 - Memory required for data: 402864776
INFO - 23:00:59 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/1x1
INFO - 23:00:59 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 23:00:59 - inception_4e/1x1 -> inception_4e/1x1
INFO - 23:00:59 - Setting up inception_4e/1x1
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 404470408
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_1x1
INFO - 23:00:59 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 23:00:59 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_1x1
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 406076040
INFO - 23:00:59 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 23:00:59 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 23:00:59 - Setting up inception_4e/3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 407079560
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 23:00:59 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 408083080
INFO - 23:00:59 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/3x3
INFO - 23:00:59 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/3x3 -> inception_4e/3x3
INFO - 23:00:59 - Setting up inception_4e/3x3
INFO - 23:00:59 - Top shape: 8 320 14 14 (501760)
INFO - 23:00:59 - Memory required for data: 410090120
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_3x3
INFO - 23:00:59 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 23:00:59 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_3x3
INFO - 23:00:59 - Top shape: 8 320 14 14 (501760)
INFO - 23:00:59 - Memory required for data: 412097160
INFO - 23:00:59 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 23:00:59 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 23:00:59 - Setting up inception_4e/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 412297864
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 23:00:59 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 412498568
INFO - 23:00:59 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/5x5
INFO - 23:00:59 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/5x5 -> inception_4e/5x5
INFO - 23:00:59 - Setting up inception_4e/5x5
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 413301384
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_5x5
INFO - 23:00:59 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 23:00:59 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 414104200
INFO - 23:00:59 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4e/pool
INFO - 23:00:59 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 23:00:59 - inception_4e/pool -> inception_4e/pool
INFO - 23:00:59 - Setting up inception_4e/pool
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 417415816
INFO - 23:00:59 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/pool_proj <- inception_4e/pool
INFO - 23:00:59 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 23:00:59 - Setting up inception_4e/pool_proj
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 418218632
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_pool_proj
INFO - 23:00:59 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 419021448
INFO - 23:00:59 - Creating layer / name=inception_4e/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4e/output
INFO - 23:00:59 - inception_4e/output <- inception_4e/1x1
INFO - 23:00:59 - inception_4e/output <- inception_4e/3x3
INFO - 23:00:59 - inception_4e/output <- inception_4e/5x5
INFO - 23:00:59 - inception_4e/output <- inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/output -> inception_4e/output
INFO - 23:00:59 - Setting up inception_4e/output
INFO - 23:00:59 - Top shape: 8 832 14 14 (1304576)
INFO - 23:00:59 - Memory required for data: 424239752
INFO - 23:00:59 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool4/3x3_s2
INFO - 23:00:59 - pool4/3x3_s2 <- inception_4e/output
INFO - 23:00:59 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 23:00:59 - Setting up pool4/3x3_s2
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 425544328
INFO - 23:00:59 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 430762632
INFO - 23:00:59 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/1x1
INFO - 23:00:59 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 23:00:59 - inception_5a/1x1 -> inception_5a/1x1
INFO - 23:00:59 - Setting up inception_5a/1x1
INFO - 23:00:59 - Top shape: 8 256 7 7 (100352)
INFO - 23:00:59 - Memory required for data: 431164040
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_1x1
INFO - 23:00:59 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 23:00:59 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_1x1
INFO - 23:00:59 - Top shape: 8 256 7 7 (100352)
INFO - 23:00:59 - Memory required for data: 431565448
INFO - 23:00:59 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 23:00:59 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 23:00:59 - Setting up inception_5a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 7 7 (62720)
INFO - 23:00:59 - Memory required for data: 431816328
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 23:00:59 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 7 7 (62720)
INFO - 23:00:59 - Memory required for data: 432067208
INFO - 23:00:59 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/3x3
INFO - 23:00:59 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/3x3 -> inception_5a/3x3
INFO - 23:00:59 - Setting up inception_5a/3x3
INFO - 23:00:59 - Top shape: 8 320 7 7 (125440)
INFO - 23:00:59 - Memory required for data: 432568968
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_3x3
INFO - 23:00:59 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 23:00:59 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_3x3
INFO - 23:00:59 - Top shape: 8 320 7 7 (125440)
INFO - 23:00:59 - Memory required for data: 433070728
INFO - 23:00:59 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 23:00:59 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 23:00:59 - Setting up inception_5a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 7 7 (12544)
INFO - 23:00:59 - Memory required for data: 433120904
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 23:00:59 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 7 7 (12544)
INFO - 23:00:59 - Memory required for data: 433171080
INFO - 23:00:59 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/5x5
INFO - 23:00:59 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/5x5 -> inception_5a/5x5
INFO - 23:00:59 - Setting up inception_5a/5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 433371784
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_5x5
INFO - 23:00:59 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 23:00:59 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 433572488
INFO - 23:00:59 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_5a/pool
INFO - 23:00:59 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 23:00:59 - inception_5a/pool -> inception_5a/pool
INFO - 23:00:59 - Setting up inception_5a/pool
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 434877064
INFO - 23:00:59 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/pool_proj <- inception_5a/pool
INFO - 23:00:59 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 23:00:59 - Setting up inception_5a/pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 435077768
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_pool_proj
INFO - 23:00:59 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 435278472
INFO - 23:00:59 - Creating layer / name=inception_5a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_5a/output
INFO - 23:00:59 - inception_5a/output <- inception_5a/1x1
INFO - 23:00:59 - inception_5a/output <- inception_5a/3x3
INFO - 23:00:59 - inception_5a/output <- inception_5a/5x5
INFO - 23:00:59 - inception_5a/output <- inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/output -> inception_5a/output
INFO - 23:00:59 - Setting up inception_5a/output
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 436583048
INFO - 23:00:59 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 23:00:59 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 441801352
INFO - 23:00:59 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/1x1
INFO - 23:00:59 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 23:00:59 - inception_5b/1x1 -> inception_5b/1x1
INFO - 23:00:59 - Setting up inception_5b/1x1
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 442403464
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_1x1
INFO - 23:00:59 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 23:00:59 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_1x1
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 443005576
INFO - 23:00:59 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 23:00:59 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 23:00:59 - Setting up inception_5b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 192 7 7 (75264)
INFO - 23:00:59 - Memory required for data: 443306632
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 23:00:59 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 192 7 7 (75264)
INFO - 23:00:59 - Memory required for data: 443607688
INFO - 23:00:59 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/3x3
INFO - 23:00:59 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/3x3 -> inception_5b/3x3
INFO - 23:00:59 - Setting up inception_5b/3x3
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 444209800
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_3x3
INFO - 23:00:59 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 23:00:59 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_3x3
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 444811912
INFO - 23:00:59 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 23:00:59 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 23:00:59 - Setting up inception_5b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 48 7 7 (18816)
INFO - 23:00:59 - Memory required for data: 444887176
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 23:00:59 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 48 7 7 (18816)
INFO - 23:00:59 - Memory required for data: 444962440
INFO - 23:00:59 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/5x5
INFO - 23:00:59 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/5x5 -> inception_5b/5x5
INFO - 23:00:59 - Setting up inception_5b/5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 445163144
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_5x5
INFO - 23:00:59 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 23:00:59 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 445363848
INFO - 23:00:59 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_5b/pool
INFO - 23:00:59 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 23:00:59 - inception_5b/pool -> inception_5b/pool
INFO - 23:00:59 - Setting up inception_5b/pool
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 446668424
INFO - 23:00:59 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/pool_proj <- inception_5b/pool
INFO - 23:00:59 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 23:00:59 - Setting up inception_5b/pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 446869128
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_pool_proj
INFO - 23:00:59 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 447069832
INFO - 23:00:59 - Creating layer / name=inception_5b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_5b/output
INFO - 23:00:59 - inception_5b/output <- inception_5b/1x1
INFO - 23:00:59 - inception_5b/output <- inception_5b/3x3
INFO - 23:00:59 - inception_5b/output <- inception_5b/5x5
INFO - 23:00:59 - inception_5b/output <- inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/output -> inception_5b/output
INFO - 23:00:59 - Setting up inception_5b/output
INFO - 23:00:59 - Top shape: 8 1024 7 7 (401408)
INFO - 23:00:59 - Memory required for data: 448675464
INFO - 23:00:59 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 23:00:59 - Creating Layer pool5/7x7_s1
INFO - 23:00:59 - pool5/7x7_s1 <- inception_5b/output
INFO - 23:00:59 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 23:00:59 - Setting up pool5/7x7_s1
INFO - 23:00:59 - Top shape: 8 1024 1 1 (8192)
INFO - 23:00:59 - Memory required for data: 448708232
INFO - 23:00:59 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 23:00:59 - Creating Layer pool5/drop_7x7_s1
INFO - 23:00:59 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 23:00:59 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 23:00:59 - Setting up pool5/drop_7x7_s1
INFO - 23:00:59 - Top shape: 8 1024 1 1 (8192)
INFO - 23:00:59 - Memory required for data: 448741000
INFO - 23:00:59 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss3/classifier
INFO - 23:00:59 - loss3/classifier <- pool5/7x7_s1
INFO - 23:00:59 - loss3/classifier -> loss3/classifier
INFO - 23:00:59 - Setting up loss3/classifier
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Memory required for data: 448741160
INFO - 23:00:59 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss3/loss3
INFO - 23:00:59 - loss3/loss3 <- loss3/classifier
INFO - 23:00:59 - loss3/loss3 <- label_data_1_split_2
INFO - 23:00:59 - loss3/loss3 -> loss3/loss3
INFO - 23:00:59 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 23:00:59 - Setting up loss3/loss3
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 1
INFO - 23:00:59 - Memory required for data: 448741164
INFO - 23:00:59 - loss3/loss3 needs backward computation.
INFO - 23:00:59 - loss3/classifier needs backward computation.
INFO - 23:00:59 - pool5/drop_7x7_s1 needs backward computation.
INFO - 23:00:59 - pool5/7x7_s1 needs backward computation.
INFO - 23:00:59 - inception_5b/output needs backward computation.
INFO - 23:00:59 - inception_5b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_5b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_5b/pool needs backward computation.
INFO - 23:00:59 - inception_5b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_5b/5x5 needs backward computation.
INFO - 23:00:59 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_5b/3x3 needs backward computation.
INFO - 23:00:59 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_5b/1x1 needs backward computation.
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_5a/output needs backward computation.
INFO - 23:00:59 - inception_5a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_5a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_5a/pool needs backward computation.
INFO - 23:00:59 - inception_5a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_5a/5x5 needs backward computation.
INFO - 23:00:59 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_5a/3x3 needs backward computation.
INFO - 23:00:59 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_5a/1x1 needs backward computation.
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool4/3x3_s2 needs backward computation.
INFO - 23:00:59 - inception_4e/output needs backward computation.
INFO - 23:00:59 - inception_4e/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4e/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4e/pool needs backward computation.
INFO - 23:00:59 - inception_4e/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4e/5x5 needs backward computation.
INFO - 23:00:59 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4e/3x3 needs backward computation.
INFO - 23:00:59 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4e/1x1 needs backward computation.
INFO - 23:00:59 - loss2/loss needs backward computation.
INFO - 23:00:59 - loss2/classifier needs backward computation.
INFO - 23:00:59 - loss2/drop_fc needs backward computation.
INFO - 23:00:59 - loss2/relu_fc needs backward computation.
INFO - 23:00:59 - loss2/fc needs backward computation.
INFO - 23:00:59 - loss2/relu_conv needs backward computation.
INFO - 23:00:59 - loss2/conv needs backward computation.
INFO - 23:00:59 - loss2/ave_pool needs backward computation.
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4d/output needs backward computation.
INFO - 23:00:59 - inception_4d/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4d/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4d/pool needs backward computation.
INFO - 23:00:59 - inception_4d/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4d/5x5 needs backward computation.
INFO - 23:00:59 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4d/3x3 needs backward computation.
INFO - 23:00:59 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4d/1x1 needs backward computation.
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4c/output needs backward computation.
INFO - 23:00:59 - inception_4c/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4c/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4c/pool needs backward computation.
INFO - 23:00:59 - inception_4c/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4c/5x5 needs backward computation.
INFO - 23:00:59 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4c/3x3 needs backward computation.
INFO - 23:00:59 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4c/1x1 needs backward computation.
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4b/output needs backward computation.
INFO - 23:00:59 - inception_4b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4b/pool needs backward computation.
INFO - 23:00:59 - inception_4b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4b/5x5 needs backward computation.
INFO - 23:00:59 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4b/3x3 needs backward computation.
INFO - 23:00:59 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4b/1x1 needs backward computation.
INFO - 23:00:59 - loss1/loss needs backward computation.
INFO - 23:00:59 - loss1/classifier needs backward computation.
INFO - 23:00:59 - loss1/drop_fc needs backward computation.
INFO - 23:00:59 - loss1/relu_fc needs backward computation.
INFO - 23:00:59 - loss1/fc needs backward computation.
INFO - 23:00:59 - loss1/relu_conv needs backward computation.
INFO - 23:00:59 - loss1/conv needs backward computation.
INFO - 23:00:59 - loss1/ave_pool needs backward computation.
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4a/output needs backward computation.
INFO - 23:00:59 - inception_4a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4a/pool needs backward computation.
INFO - 23:00:59 - inception_4a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4a/5x5 needs backward computation.
INFO - 23:00:59 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4a/3x3 needs backward computation.
INFO - 23:00:59 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4a/1x1 needs backward computation.
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool3/3x3_s2 needs backward computation.
INFO - 23:00:59 - inception_3b/output needs backward computation.
INFO - 23:00:59 - inception_3b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_3b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_3b/pool needs backward computation.
INFO - 23:00:59 - inception_3b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_3b/5x5 needs backward computation.
INFO - 23:00:59 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_3b/3x3 needs backward computation.
INFO - 23:00:59 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_3b/1x1 needs backward computation.
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_3a/output needs backward computation.
INFO - 23:00:59 - inception_3a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_3a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_3a/pool needs backward computation.
INFO - 23:00:59 - inception_3a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_3a/5x5 needs backward computation.
INFO - 23:00:59 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_3a/3x3 needs backward computation.
INFO - 23:00:59 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_3a/1x1 needs backward computation.
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool2/3x3_s2 needs backward computation.
INFO - 23:00:59 - conv2/norm2 needs backward computation.
INFO - 23:00:59 - conv2/relu_3x3 needs backward computation.
INFO - 23:00:59 - conv2/3x3 needs backward computation.
INFO - 23:00:59 - conv2/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - conv2/3x3_reduce needs backward computation.
INFO - 23:00:59 - pool1/norm1 needs backward computation.
INFO - 23:00:59 - pool1/3x3_s2 needs backward computation.
INFO - 23:00:59 - conv1/relu_7x7 needs backward computation.
INFO - 23:00:59 - conv1/7x7_s2 needs backward computation.
INFO - 23:00:59 - label_data_1_split does not need backward computation.
INFO - 23:00:59 - data does not need backward computation.
INFO - 23:00:59 - This network produces output loss1/loss1
INFO - 23:00:59 - This network produces output loss2/loss1
INFO - 23:00:59 - This network produces output loss3/loss3
INFO - 23:00:59 - Network initialization done.
INFO - 23:00:59 - Creating test net (#0) specified by net_param
INFO - 23:00:59 - The NetState phase (1) differed from the phase (0) specified by a rule in layer data
INFO - 23:00:59 - Initializing net from parameters:
INFO - 23:00:59 - Creating layer / name=googlenet / type=MemoryData
INFO - 23:00:59 - Creating Layer googlenet
INFO - 23:00:59 - googlenet -> data
INFO - 23:00:59 - googlenet -> label
INFO - 23:00:59 - Setting up googlenet
INFO - 23:00:59 - Top shape: 8 3 224 224 (1204224)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Memory required for data: 4816928
INFO - 23:00:59 - Creating layer / name=label_googlenet_1_split / type=Split
INFO - 23:00:59 - Creating Layer label_googlenet_1_split
INFO - 23:00:59 - label_googlenet_1_split <- label
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_0
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_1
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_2
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_3
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_4
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_5
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_6
INFO - 23:00:59 - label_googlenet_1_split -> label_googlenet_1_split_7
INFO - 23:00:59 - Setting up label_googlenet_1_split
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Top shape: 8 (8)
INFO - 23:00:59 - Memory required for data: 4817184
INFO - 23:00:59 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 23:00:59 - Creating Layer conv1/7x7_s2
INFO - 23:00:59 - conv1/7x7_s2 <- data
INFO - 23:00:59 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 23:00:59 - Setting up conv1/7x7_s2
INFO - 23:00:59 - Top shape: 8 64 112 112 (6422528)
INFO - 23:00:59 - Memory required for data: 30507296
INFO - 23:00:59 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 23:00:59 - Creating Layer conv1/relu_7x7
INFO - 23:00:59 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 23:00:59 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 23:00:59 - Setting up conv1/relu_7x7
INFO - 23:00:59 - Top shape: 8 64 112 112 (6422528)
INFO - 23:00:59 - Memory required for data: 56197408
INFO - 23:00:59 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool1/3x3_s2
INFO - 23:00:59 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 23:00:59 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 23:00:59 - Setting up pool1/3x3_s2
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 62619936
INFO - 23:00:59 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 23:00:59 - Creating Layer pool1/norm1
INFO - 23:00:59 - pool1/norm1 <- pool1/3x3_s2
INFO - 23:00:59 - pool1/norm1 -> pool1/norm1
INFO - 23:00:59 - Setting up pool1/norm1
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 69042464
INFO - 23:00:59 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer conv2/3x3_reduce
INFO - 23:00:59 - conv2/3x3_reduce <- pool1/norm1
INFO - 23:00:59 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 23:00:59 - Setting up conv2/3x3_reduce
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 75464992
INFO - 23:00:59 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer conv2/relu_3x3_reduce
INFO - 23:00:59 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 23:00:59 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up conv2/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 64 56 56 (1605632)
INFO - 23:00:59 - Memory required for data: 81887520
INFO - 23:00:59 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer conv2/3x3
INFO - 23:00:59 - conv2/3x3 <- conv2/3x3_reduce
INFO - 23:00:59 - conv2/3x3 -> conv2/3x3
INFO - 23:00:59 - Setting up conv2/3x3
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 101155104
INFO - 23:00:59 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer conv2/relu_3x3
INFO - 23:00:59 - conv2/relu_3x3 <- conv2/3x3
INFO - 23:00:59 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 23:00:59 - Setting up conv2/relu_3x3
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 120422688
INFO - 23:00:59 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 23:00:59 - Creating Layer conv2/norm2
INFO - 23:00:59 - conv2/norm2 <- conv2/3x3
INFO - 23:00:59 - conv2/norm2 -> conv2/norm2
INFO - 23:00:59 - Setting up conv2/norm2
INFO - 23:00:59 - Top shape: 8 192 56 56 (4816896)
INFO - 23:00:59 - Memory required for data: 139690272
INFO - 23:00:59 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool2/3x3_s2
INFO - 23:00:59 - pool2/3x3_s2 <- conv2/norm2
INFO - 23:00:59 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 23:00:59 - Setting up pool2/3x3_s2
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 144507168
INFO - 23:00:59 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 163774752
INFO - 23:00:59 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/1x1
INFO - 23:00:59 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 23:00:59 - inception_3a/1x1 -> inception_3a/1x1
INFO - 23:00:59 - Setting up inception_3a/1x1
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 165380384
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_1x1
INFO - 23:00:59 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 23:00:59 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_1x1
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 166986016
INFO - 23:00:59 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 23:00:59 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 23:00:59 - Setting up inception_3a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 169394464
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 23:00:59 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 171802912
INFO - 23:00:59 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/3x3
INFO - 23:00:59 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 23:00:59 - inception_3a/3x3 -> inception_3a/3x3
INFO - 23:00:59 - Setting up inception_3a/3x3
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 175014176
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_3x3
INFO - 23:00:59 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 23:00:59 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_3x3
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 178225440
INFO - 23:00:59 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 23:00:59 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 23:00:59 - Setting up inception_3a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 28 28 (100352)
INFO - 23:00:59 - Memory required for data: 178626848
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 23:00:59 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 28 28 (100352)
INFO - 23:00:59 - Memory required for data: 179028256
INFO - 23:00:59 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/5x5
INFO - 23:00:59 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 23:00:59 - inception_3a/5x5 -> inception_3a/5x5
INFO - 23:00:59 - Setting up inception_3a/5x5
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 179831072
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_5x5
INFO - 23:00:59 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 23:00:59 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_5x5
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 180633888
INFO - 23:00:59 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_3a/pool
INFO - 23:00:59 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 23:00:59 - inception_3a/pool -> inception_3a/pool
INFO - 23:00:59 - Setting up inception_3a/pool
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 185450784
INFO - 23:00:59 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/pool_proj <- inception_3a/pool
INFO - 23:00:59 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 23:00:59 - Setting up inception_3a/pool_proj
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 186253600
INFO - 23:00:59 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3a/relu_pool_proj
INFO - 23:00:59 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_3a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 187056416
INFO - 23:00:59 - Creating layer / name=inception_3a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_3a/output
INFO - 23:00:59 - inception_3a/output <- inception_3a/1x1
INFO - 23:00:59 - inception_3a/output <- inception_3a/3x3
INFO - 23:00:59 - inception_3a/output <- inception_3a/5x5
INFO - 23:00:59 - inception_3a/output <- inception_3a/pool_proj
INFO - 23:00:59 - inception_3a/output -> inception_3a/output
INFO - 23:00:59 - Setting up inception_3a/output
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 193478944
INFO - 23:00:59 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 23:00:59 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 219169056
INFO - 23:00:59 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/1x1
INFO - 23:00:59 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 23:00:59 - inception_3b/1x1 -> inception_3b/1x1
INFO - 23:00:59 - Setting up inception_3b/1x1
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 222380320
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_1x1
INFO - 23:00:59 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 23:00:59 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_1x1
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 225591584
INFO - 23:00:59 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 23:00:59 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 23:00:59 - Setting up inception_3b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 228802848
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 23:00:59 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 28 28 (802816)
INFO - 23:00:59 - Memory required for data: 232014112
INFO - 23:00:59 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/3x3
INFO - 23:00:59 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 23:00:59 - inception_3b/3x3 -> inception_3b/3x3
INFO - 23:00:59 - Setting up inception_3b/3x3
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 236831008
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_3x3
INFO - 23:00:59 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 23:00:59 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_3x3
INFO - 23:00:59 - Top shape: 8 192 28 28 (1204224)
INFO - 23:00:59 - Memory required for data: 241647904
INFO - 23:00:59 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 23:00:59 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 23:00:59 - Setting up inception_3b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 242450720
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 23:00:59 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 28 28 (200704)
INFO - 23:00:59 - Memory required for data: 243253536
INFO - 23:00:59 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/5x5
INFO - 23:00:59 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 23:00:59 - inception_3b/5x5 -> inception_3b/5x5
INFO - 23:00:59 - Setting up inception_3b/5x5
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 245661984
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_5x5
INFO - 23:00:59 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 23:00:59 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_5x5
INFO - 23:00:59 - Top shape: 8 96 28 28 (602112)
INFO - 23:00:59 - Memory required for data: 248070432
INFO - 23:00:59 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_3b/pool
INFO - 23:00:59 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 23:00:59 - inception_3b/pool -> inception_3b/pool
INFO - 23:00:59 - Setting up inception_3b/pool
INFO - 23:00:59 - Top shape: 8 256 28 28 (1605632)
INFO - 23:00:59 - Memory required for data: 254492960
INFO - 23:00:59 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/pool_proj <- inception_3b/pool
INFO - 23:00:59 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 23:00:59 - Setting up inception_3b/pool_proj
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 256098592
INFO - 23:00:59 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_3b/relu_pool_proj
INFO - 23:00:59 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_3b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 28 28 (401408)
INFO - 23:00:59 - Memory required for data: 257704224
INFO - 23:00:59 - Creating layer / name=inception_3b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_3b/output
INFO - 23:00:59 - inception_3b/output <- inception_3b/1x1
INFO - 23:00:59 - inception_3b/output <- inception_3b/3x3
INFO - 23:00:59 - inception_3b/output <- inception_3b/5x5
INFO - 23:00:59 - inception_3b/output <- inception_3b/pool_proj
INFO - 23:00:59 - inception_3b/output -> inception_3b/output
INFO - 23:00:59 - Setting up inception_3b/output
INFO - 23:00:59 - Top shape: 8 480 28 28 (3010560)
INFO - 23:00:59 - Memory required for data: 269746464
INFO - 23:00:59 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool3/3x3_s2
INFO - 23:00:59 - pool3/3x3_s2 <- inception_3b/output
INFO - 23:00:59 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 23:00:59 - Setting up pool3/3x3_s2
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 272757024
INFO - 23:00:59 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 284799264
INFO - 23:00:59 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/1x1
INFO - 23:00:59 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 23:00:59 - inception_4a/1x1 -> inception_4a/1x1
INFO - 23:00:59 - Setting up inception_4a/1x1
INFO - 23:00:59 - Top shape: 8 192 14 14 (301056)
INFO - 23:00:59 - Memory required for data: 286003488
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_1x1
INFO - 23:00:59 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 23:00:59 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_1x1
INFO - 23:00:59 - Top shape: 8 192 14 14 (301056)
INFO - 23:00:59 - Memory required for data: 287207712
INFO - 23:00:59 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 23:00:59 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 23:00:59 - Setting up inception_4a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 14 14 (150528)
INFO - 23:00:59 - Memory required for data: 287809824
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 23:00:59 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 96 14 14 (150528)
INFO - 23:00:59 - Memory required for data: 288411936
INFO - 23:00:59 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/3x3
INFO - 23:00:59 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 23:00:59 - inception_4a/3x3 -> inception_4a/3x3
INFO - 23:00:59 - Setting up inception_4a/3x3
INFO - 23:00:59 - Top shape: 8 208 14 14 (326144)
INFO - 23:00:59 - Memory required for data: 289716512
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_3x3
INFO - 23:00:59 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 23:00:59 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_3x3
INFO - 23:00:59 - Top shape: 8 208 14 14 (326144)
INFO - 23:00:59 - Memory required for data: 291021088
INFO - 23:00:59 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 23:00:59 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 23:00:59 - Setting up inception_4a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 14 14 (25088)
INFO - 23:00:59 - Memory required for data: 291121440
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 23:00:59 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 16 14 14 (25088)
INFO - 23:00:59 - Memory required for data: 291221792
INFO - 23:00:59 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/5x5
INFO - 23:00:59 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 23:00:59 - inception_4a/5x5 -> inception_4a/5x5
INFO - 23:00:59 - Setting up inception_4a/5x5
INFO - 23:00:59 - Top shape: 8 48 14 14 (75264)
INFO - 23:00:59 - Memory required for data: 291522848
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_5x5
INFO - 23:00:59 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 23:00:59 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_5x5
INFO - 23:00:59 - Top shape: 8 48 14 14 (75264)
INFO - 23:00:59 - Memory required for data: 291823904
INFO - 23:00:59 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4a/pool
INFO - 23:00:59 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 23:00:59 - inception_4a/pool -> inception_4a/pool
INFO - 23:00:59 - Setting up inception_4a/pool
INFO - 23:00:59 - Top shape: 8 480 14 14 (752640)
INFO - 23:00:59 - Memory required for data: 294834464
INFO - 23:00:59 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/pool_proj <- inception_4a/pool
INFO - 23:00:59 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 23:00:59 - Setting up inception_4a/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 295235872
INFO - 23:00:59 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4a/relu_pool_proj
INFO - 23:00:59 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 295637280
INFO - 23:00:59 - Creating layer / name=inception_4a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4a/output
INFO - 23:00:59 - inception_4a/output <- inception_4a/1x1
INFO - 23:00:59 - inception_4a/output <- inception_4a/3x3
INFO - 23:00:59 - inception_4a/output <- inception_4a/5x5
INFO - 23:00:59 - inception_4a/output <- inception_4a/pool_proj
INFO - 23:00:59 - inception_4a/output -> inception_4a/output
INFO - 23:00:59 - Setting up inception_4a/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 298848544
INFO - 23:00:59 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 23:00:59 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 314904864
INFO - 23:00:59 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 23:00:59 - Creating Layer loss1/ave_pool
INFO - 23:00:59 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 23:00:59 - loss1/ave_pool -> loss1/ave_pool
INFO - 23:00:59 - Setting up loss1/ave_pool
INFO - 23:00:59 - Top shape: 8 512 4 4 (65536)
INFO - 23:00:59 - Memory required for data: 315167008
INFO - 23:00:59 - Creating layer / name=loss1/conv / type=Convolution
INFO - 23:00:59 - Creating Layer loss1/conv
INFO - 23:00:59 - loss1/conv <- loss1/ave_pool
INFO - 23:00:59 - loss1/conv -> loss1/conv
INFO - 23:00:59 - Setting up loss1/conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 315232544
INFO - 23:00:59 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 23:00:59 - Creating Layer loss1/relu_conv
INFO - 23:00:59 - loss1/relu_conv <- loss1/conv
INFO - 23:00:59 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 23:00:59 - Setting up loss1/relu_conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 315298080
INFO - 23:00:59 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss1/fc
INFO - 23:00:59 - loss1/fc <- loss1/conv
INFO - 23:00:59 - loss1/fc -> loss1/fc
INFO - 23:00:59 - Setting up loss1/fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315330848
INFO - 23:00:59 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 23:00:59 - Creating Layer loss1/relu_fc
INFO - 23:00:59 - loss1/relu_fc <- loss1/fc
INFO - 23:00:59 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 23:00:59 - Setting up loss1/relu_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315363616
INFO - 23:00:59 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 23:00:59 - Creating Layer loss1/drop_fc
INFO - 23:00:59 - loss1/drop_fc <- loss1/fc
INFO - 23:00:59 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 23:00:59 - Setting up loss1/drop_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 315396384
INFO - 23:00:59 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss1/classifier
INFO - 23:00:59 - loss1/classifier <- loss1/fc
INFO - 23:00:59 - loss1/classifier -> loss1/classifier
INFO - 23:00:59 - Setting up loss1/classifier
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 315428384
INFO - 23:00:59 - Creating layer / name=loss1/classifier_loss1/classifier_0_split / type=Split
INFO - 23:00:59 - Creating Layer loss1/classifier_loss1/classifier_0_split
INFO - 23:00:59 - loss1/classifier_loss1/classifier_0_split <- loss1/classifier
INFO - 23:00:59 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_0
INFO - 23:00:59 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_1
INFO - 23:00:59 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_2
INFO - 23:00:59 - Setting up loss1/classifier_loss1/classifier_0_split
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 315524384
INFO - 23:00:59 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss1/loss
INFO - 23:00:59 - loss1/loss <- loss1/classifier_loss1/classifier_0_split_0
INFO - 23:00:59 - loss1/loss <- label_googlenet_1_split_0
INFO - 23:00:59 - loss1/loss -> loss1/loss1
INFO - 23:00:59 - Creating layer / name=loss1/loss / type=Softmax
INFO - 23:00:59 - Setting up loss1/loss
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 0.3
INFO - 23:00:59 - Memory required for data: 315524388
INFO - 23:00:59 - Creating layer / name=loss1/top-1 / type=Accuracy
INFO - 23:00:59 - Creating Layer loss1/top-1
INFO - 23:00:59 - loss1/top-1 <- loss1/classifier_loss1/classifier_0_split_1
INFO - 23:00:59 - loss1/top-1 <- label_googlenet_1_split_1
INFO - 23:00:59 - loss1/top-1 -> loss1/top-1
INFO - 23:00:59 - Setting up loss1/top-1
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - Memory required for data: 315524392
INFO - 23:00:59 - Creating layer / name=loss1/top-5 / type=Accuracy
INFO - 23:00:59 - Creating Layer loss1/top-5
INFO - 23:00:59 - loss1/top-5 <- loss1/classifier_loss1/classifier_0_split_2
INFO - 23:00:59 - loss1/top-5 <- label_googlenet_1_split_2
INFO - 23:00:59 - loss1/top-5 -> loss1/top-5
INFO - 23:00:59 - Setting up loss1/top-5
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - Memory required for data: 315524396
INFO - 23:00:59 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/1x1
INFO - 23:00:59 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 23:00:59 - inception_4b/1x1 -> inception_4b/1x1
INFO - 23:00:59 - Setting up inception_4b/1x1
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 316527916
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_1x1
INFO - 23:00:59 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 23:00:59 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_1x1
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 317531436
INFO - 23:00:59 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 23:00:59 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 23:00:59 - Setting up inception_4b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 318233900
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 23:00:59 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 318936364
INFO - 23:00:59 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/3x3
INFO - 23:00:59 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 23:00:59 - inception_4b/3x3 -> inception_4b/3x3
INFO - 23:00:59 - Setting up inception_4b/3x3
INFO - 23:00:59 - Top shape: 8 224 14 14 (351232)
INFO - 23:00:59 - Memory required for data: 320341292
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_3x3
INFO - 23:00:59 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 23:00:59 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_3x3
INFO - 23:00:59 - Top shape: 8 224 14 14 (351232)
INFO - 23:00:59 - Memory required for data: 321746220
INFO - 23:00:59 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 23:00:59 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 23:00:59 - Setting up inception_4b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 321896748
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 23:00:59 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 322047276
INFO - 23:00:59 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/5x5
INFO - 23:00:59 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 23:00:59 - inception_4b/5x5 -> inception_4b/5x5
INFO - 23:00:59 - Setting up inception_4b/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 322448684
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_5x5
INFO - 23:00:59 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 23:00:59 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 322850092
INFO - 23:00:59 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4b/pool
INFO - 23:00:59 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 23:00:59 - inception_4b/pool -> inception_4b/pool
INFO - 23:00:59 - Setting up inception_4b/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 326061356
INFO - 23:00:59 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/pool_proj <- inception_4b/pool
INFO - 23:00:59 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 23:00:59 - Setting up inception_4b/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 326462764
INFO - 23:00:59 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4b/relu_pool_proj
INFO - 23:00:59 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 326864172
INFO - 23:00:59 - Creating layer / name=inception_4b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4b/output
INFO - 23:00:59 - inception_4b/output <- inception_4b/1x1
INFO - 23:00:59 - inception_4b/output <- inception_4b/3x3
INFO - 23:00:59 - inception_4b/output <- inception_4b/5x5
INFO - 23:00:59 - inception_4b/output <- inception_4b/pool_proj
INFO - 23:00:59 - inception_4b/output -> inception_4b/output
INFO - 23:00:59 - Setting up inception_4b/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 330075436
INFO - 23:00:59 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 23:00:59 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 342920492
INFO - 23:00:59 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/1x1
INFO - 23:00:59 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 23:00:59 - inception_4c/1x1 -> inception_4c/1x1
INFO - 23:00:59 - Setting up inception_4c/1x1
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 343723308
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_1x1
INFO - 23:00:59 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 23:00:59 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_1x1
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 344526124
INFO - 23:00:59 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 23:00:59 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 23:00:59 - Setting up inception_4c/3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 345328940
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 23:00:59 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 346131756
INFO - 23:00:59 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/3x3
INFO - 23:00:59 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 23:00:59 - inception_4c/3x3 -> inception_4c/3x3
INFO - 23:00:59 - Setting up inception_4c/3x3
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 347737388
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_3x3
INFO - 23:00:59 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 23:00:59 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_3x3
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 349343020
INFO - 23:00:59 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 23:00:59 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 23:00:59 - Setting up inception_4c/5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 349493548
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 23:00:59 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 24 14 14 (37632)
INFO - 23:00:59 - Memory required for data: 349644076
INFO - 23:00:59 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/5x5
INFO - 23:00:59 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 23:00:59 - inception_4c/5x5 -> inception_4c/5x5
INFO - 23:00:59 - Setting up inception_4c/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 350045484
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_5x5
INFO - 23:00:59 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 23:00:59 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 350446892
INFO - 23:00:59 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4c/pool
INFO - 23:00:59 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 23:00:59 - inception_4c/pool -> inception_4c/pool
INFO - 23:00:59 - Setting up inception_4c/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 353658156
INFO - 23:00:59 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/pool_proj <- inception_4c/pool
INFO - 23:00:59 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 23:00:59 - Setting up inception_4c/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 354059564
INFO - 23:00:59 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4c/relu_pool_proj
INFO - 23:00:59 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4c/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 354460972
INFO - 23:00:59 - Creating layer / name=inception_4c/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4c/output
INFO - 23:00:59 - inception_4c/output <- inception_4c/1x1
INFO - 23:00:59 - inception_4c/output <- inception_4c/3x3
INFO - 23:00:59 - inception_4c/output <- inception_4c/5x5
INFO - 23:00:59 - inception_4c/output <- inception_4c/pool_proj
INFO - 23:00:59 - inception_4c/output -> inception_4c/output
INFO - 23:00:59 - Setting up inception_4c/output
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 357672236
INFO - 23:00:59 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 23:00:59 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 370517292
INFO - 23:00:59 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/1x1
INFO - 23:00:59 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 23:00:59 - inception_4d/1x1 -> inception_4d/1x1
INFO - 23:00:59 - Setting up inception_4d/1x1
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 371219756
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_1x1
INFO - 23:00:59 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 23:00:59 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_1x1
INFO - 23:00:59 - Top shape: 8 112 14 14 (175616)
INFO - 23:00:59 - Memory required for data: 371922220
INFO - 23:00:59 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 23:00:59 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 23:00:59 - Setting up inception_4d/3x3_reduce
INFO - 23:00:59 - Top shape: 8 144 14 14 (225792)
INFO - 23:00:59 - Memory required for data: 372825388
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 23:00:59 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 144 14 14 (225792)
INFO - 23:00:59 - Memory required for data: 373728556
INFO - 23:00:59 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/3x3
INFO - 23:00:59 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 23:00:59 - inception_4d/3x3 -> inception_4d/3x3
INFO - 23:00:59 - Setting up inception_4d/3x3
INFO - 23:00:59 - Top shape: 8 288 14 14 (451584)
INFO - 23:00:59 - Memory required for data: 375534892
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_3x3
INFO - 23:00:59 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 23:00:59 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_3x3
INFO - 23:00:59 - Top shape: 8 288 14 14 (451584)
INFO - 23:00:59 - Memory required for data: 377341228
INFO - 23:00:59 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 23:00:59 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 23:00:59 - Setting up inception_4d/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 377541932
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 23:00:59 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 377742636
INFO - 23:00:59 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/5x5
INFO - 23:00:59 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 23:00:59 - inception_4d/5x5 -> inception_4d/5x5
INFO - 23:00:59 - Setting up inception_4d/5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 378144044
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_5x5
INFO - 23:00:59 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 23:00:59 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_5x5
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 378545452
INFO - 23:00:59 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4d/pool
INFO - 23:00:59 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 23:00:59 - inception_4d/pool -> inception_4d/pool
INFO - 23:00:59 - Setting up inception_4d/pool
INFO - 23:00:59 - Top shape: 8 512 14 14 (802816)
INFO - 23:00:59 - Memory required for data: 381756716
INFO - 23:00:59 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/pool_proj <- inception_4d/pool
INFO - 23:00:59 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 23:00:59 - Setting up inception_4d/pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 382158124
INFO - 23:00:59 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4d/relu_pool_proj
INFO - 23:00:59 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4d/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 64 14 14 (100352)
INFO - 23:00:59 - Memory required for data: 382559532
INFO - 23:00:59 - Creating layer / name=inception_4d/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4d/output
INFO - 23:00:59 - inception_4d/output <- inception_4d/1x1
INFO - 23:00:59 - inception_4d/output <- inception_4d/3x3
INFO - 23:00:59 - inception_4d/output <- inception_4d/5x5
INFO - 23:00:59 - inception_4d/output <- inception_4d/pool_proj
INFO - 23:00:59 - inception_4d/output -> inception_4d/output
INFO - 23:00:59 - Setting up inception_4d/output
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 385871148
INFO - 23:00:59 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 23:00:59 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 402429228
INFO - 23:00:59 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 23:00:59 - Creating Layer loss2/ave_pool
INFO - 23:00:59 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 23:00:59 - loss2/ave_pool -> loss2/ave_pool
INFO - 23:00:59 - Setting up loss2/ave_pool
INFO - 23:00:59 - Top shape: 8 528 4 4 (67584)
INFO - 23:00:59 - Memory required for data: 402699564
INFO - 23:00:59 - Creating layer / name=loss2/conv / type=Convolution
INFO - 23:00:59 - Creating Layer loss2/conv
INFO - 23:00:59 - loss2/conv <- loss2/ave_pool
INFO - 23:00:59 - loss2/conv -> loss2/conv
INFO - 23:00:59 - Setting up loss2/conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 402765100
INFO - 23:00:59 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 23:00:59 - Creating Layer loss2/relu_conv
INFO - 23:00:59 - loss2/relu_conv <- loss2/conv
INFO - 23:00:59 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 23:00:59 - Setting up loss2/relu_conv
INFO - 23:00:59 - Top shape: 8 128 4 4 (16384)
INFO - 23:00:59 - Memory required for data: 402830636
INFO - 23:00:59 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss2/fc
INFO - 23:00:59 - loss2/fc <- loss2/conv
INFO - 23:00:59 - loss2/fc -> loss2/fc
INFO - 23:00:59 - Setting up loss2/fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402863404
INFO - 23:00:59 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 23:00:59 - Creating Layer loss2/relu_fc
INFO - 23:00:59 - loss2/relu_fc <- loss2/fc
INFO - 23:00:59 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 23:00:59 - Setting up loss2/relu_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402896172
INFO - 23:00:59 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 23:00:59 - Creating Layer loss2/drop_fc
INFO - 23:00:59 - loss2/drop_fc <- loss2/fc
INFO - 23:00:59 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 23:00:59 - Setting up loss2/drop_fc
INFO - 23:00:59 - Top shape: 8 1024 (8192)
INFO - 23:00:59 - Memory required for data: 402928940
INFO - 23:00:59 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss2/classifier
INFO - 23:00:59 - loss2/classifier <- loss2/fc
INFO - 23:00:59 - loss2/classifier -> loss2/classifier
INFO - 23:00:59 - Setting up loss2/classifier
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 402960940
INFO - 23:00:59 - Creating layer / name=loss2/classifier_loss2/classifier_0_split / type=Split
INFO - 23:00:59 - Creating Layer loss2/classifier_loss2/classifier_0_split
INFO - 23:00:59 - loss2/classifier_loss2/classifier_0_split <- loss2/classifier
INFO - 23:00:59 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_0
INFO - 23:00:59 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_1
INFO - 23:00:59 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_2
INFO - 23:00:59 - Setting up loss2/classifier_loss2/classifier_0_split
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Top shape: 8 1000 (8000)
INFO - 23:00:59 - Memory required for data: 403056940
INFO - 23:00:59 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss2/loss
INFO - 23:00:59 - loss2/loss <- loss2/classifier_loss2/classifier_0_split_0
INFO - 23:00:59 - loss2/loss <- label_googlenet_1_split_3
INFO - 23:00:59 - loss2/loss -> loss2/loss1
INFO - 23:00:59 - Creating layer / name=loss2/loss / type=Softmax
INFO - 23:00:59 - Setting up loss2/loss
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 0.3
INFO - 23:00:59 - Memory required for data: 403056944
INFO - 23:00:59 - Creating layer / name=loss2/top-1 / type=Accuracy
INFO - 23:00:59 - Creating Layer loss2/top-1
INFO - 23:00:59 - loss2/top-1 <- loss2/classifier_loss2/classifier_0_split_1
INFO - 23:00:59 - loss2/top-1 <- label_googlenet_1_split_4
INFO - 23:00:59 - loss2/top-1 -> loss2/top-1
INFO - 23:00:59 - Setting up loss2/top-1
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - Memory required for data: 403056948
INFO - 23:00:59 - Creating layer / name=loss2/top-5 / type=Accuracy
INFO - 23:00:59 - Creating Layer loss2/top-5
INFO - 23:00:59 - loss2/top-5 <- loss2/classifier_loss2/classifier_0_split_2
INFO - 23:00:59 - loss2/top-5 <- label_googlenet_1_split_5
INFO - 23:00:59 - loss2/top-5 -> loss2/top-5
INFO - 23:00:59 - Setting up loss2/top-5
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - Memory required for data: 403056952
INFO - 23:00:59 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/1x1
INFO - 23:00:59 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 23:00:59 - inception_4e/1x1 -> inception_4e/1x1
INFO - 23:00:59 - Setting up inception_4e/1x1
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 404662584
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_1x1
INFO - 23:00:59 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 23:00:59 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_1x1
INFO - 23:00:59 - Top shape: 8 256 14 14 (401408)
INFO - 23:00:59 - Memory required for data: 406268216
INFO - 23:00:59 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 23:00:59 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 23:00:59 - Setting up inception_4e/3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 407271736
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 23:00:59 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 14 14 (250880)
INFO - 23:00:59 - Memory required for data: 408275256
INFO - 23:00:59 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/3x3
INFO - 23:00:59 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 23:00:59 - inception_4e/3x3 -> inception_4e/3x3
INFO - 23:00:59 - Setting up inception_4e/3x3
INFO - 23:00:59 - Top shape: 8 320 14 14 (501760)
INFO - 23:00:59 - Memory required for data: 410282296
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_3x3
INFO - 23:00:59 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 23:00:59 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_3x3
INFO - 23:00:59 - Top shape: 8 320 14 14 (501760)
INFO - 23:00:59 - Memory required for data: 412289336
INFO - 23:00:59 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 23:00:59 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 23:00:59 - Setting up inception_4e/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 412490040
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 23:00:59 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 14 14 (50176)
INFO - 23:00:59 - Memory required for data: 412690744
INFO - 23:00:59 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/5x5
INFO - 23:00:59 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 23:00:59 - inception_4e/5x5 -> inception_4e/5x5
INFO - 23:00:59 - Setting up inception_4e/5x5
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 413493560
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_5x5
INFO - 23:00:59 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 23:00:59 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 414296376
INFO - 23:00:59 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_4e/pool
INFO - 23:00:59 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 23:00:59 - inception_4e/pool -> inception_4e/pool
INFO - 23:00:59 - Setting up inception_4e/pool
INFO - 23:00:59 - Top shape: 8 528 14 14 (827904)
INFO - 23:00:59 - Memory required for data: 417607992
INFO - 23:00:59 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/pool_proj <- inception_4e/pool
INFO - 23:00:59 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 23:00:59 - Setting up inception_4e/pool_proj
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 418410808
INFO - 23:00:59 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_4e/relu_pool_proj
INFO - 23:00:59 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_4e/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 14 14 (200704)
INFO - 23:00:59 - Memory required for data: 419213624
INFO - 23:00:59 - Creating layer / name=inception_4e/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_4e/output
INFO - 23:00:59 - inception_4e/output <- inception_4e/1x1
INFO - 23:00:59 - inception_4e/output <- inception_4e/3x3
INFO - 23:00:59 - inception_4e/output <- inception_4e/5x5
INFO - 23:00:59 - inception_4e/output <- inception_4e/pool_proj
INFO - 23:00:59 - inception_4e/output -> inception_4e/output
INFO - 23:00:59 - Setting up inception_4e/output
INFO - 23:00:59 - Top shape: 8 832 14 14 (1304576)
INFO - 23:00:59 - Memory required for data: 424431928
INFO - 23:00:59 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 23:00:59 - Creating Layer pool4/3x3_s2
INFO - 23:00:59 - pool4/3x3_s2 <- inception_4e/output
INFO - 23:00:59 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 23:00:59 - Setting up pool4/3x3_s2
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 425736504
INFO - 23:00:59 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 23:00:59 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 23:00:59 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 430954808
INFO - 23:00:59 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/1x1
INFO - 23:00:59 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 23:00:59 - inception_5a/1x1 -> inception_5a/1x1
INFO - 23:00:59 - Setting up inception_5a/1x1
INFO - 23:00:59 - Top shape: 8 256 7 7 (100352)
INFO - 23:00:59 - Memory required for data: 431356216
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_1x1
INFO - 23:00:59 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 23:00:59 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_1x1
INFO - 23:00:59 - Top shape: 8 256 7 7 (100352)
INFO - 23:00:59 - Memory required for data: 431757624
INFO - 23:00:59 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 23:00:59 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 23:00:59 - Setting up inception_5a/3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 7 7 (62720)
INFO - 23:00:59 - Memory required for data: 432008504
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 23:00:59 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 160 7 7 (62720)
INFO - 23:00:59 - Memory required for data: 432259384
INFO - 23:00:59 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/3x3
INFO - 23:00:59 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 23:00:59 - inception_5a/3x3 -> inception_5a/3x3
INFO - 23:00:59 - Setting up inception_5a/3x3
INFO - 23:00:59 - Top shape: 8 320 7 7 (125440)
INFO - 23:00:59 - Memory required for data: 432761144
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_3x3
INFO - 23:00:59 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 23:00:59 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_3x3
INFO - 23:00:59 - Top shape: 8 320 7 7 (125440)
INFO - 23:00:59 - Memory required for data: 433262904
INFO - 23:00:59 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 23:00:59 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 23:00:59 - Setting up inception_5a/5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 7 7 (12544)
INFO - 23:00:59 - Memory required for data: 433313080
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 23:00:59 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 32 7 7 (12544)
INFO - 23:00:59 - Memory required for data: 433363256
INFO - 23:00:59 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/5x5
INFO - 23:00:59 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 23:00:59 - inception_5a/5x5 -> inception_5a/5x5
INFO - 23:00:59 - Setting up inception_5a/5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 433563960
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_5x5
INFO - 23:00:59 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 23:00:59 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 433764664
INFO - 23:00:59 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_5a/pool
INFO - 23:00:59 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 23:00:59 - inception_5a/pool -> inception_5a/pool
INFO - 23:00:59 - Setting up inception_5a/pool
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 435069240
INFO - 23:00:59 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/pool_proj <- inception_5a/pool
INFO - 23:00:59 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 23:00:59 - Setting up inception_5a/pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 435269944
INFO - 23:00:59 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5a/relu_pool_proj
INFO - 23:00:59 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_5a/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 435470648
INFO - 23:00:59 - Creating layer / name=inception_5a/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_5a/output
INFO - 23:00:59 - inception_5a/output <- inception_5a/1x1
INFO - 23:00:59 - inception_5a/output <- inception_5a/3x3
INFO - 23:00:59 - inception_5a/output <- inception_5a/5x5
INFO - 23:00:59 - inception_5a/output <- inception_5a/pool_proj
INFO - 23:00:59 - inception_5a/output -> inception_5a/output
INFO - 23:00:59 - Setting up inception_5a/output
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 436775224
INFO - 23:00:59 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 23:00:59 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 23:00:59 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 441993528
INFO - 23:00:59 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/1x1
INFO - 23:00:59 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 23:00:59 - inception_5b/1x1 -> inception_5b/1x1
INFO - 23:00:59 - Setting up inception_5b/1x1
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 442595640
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_1x1
INFO - 23:00:59 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 23:00:59 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_1x1
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 443197752
INFO - 23:00:59 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 23:00:59 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 23:00:59 - Setting up inception_5b/3x3_reduce
INFO - 23:00:59 - Top shape: 8 192 7 7 (75264)
INFO - 23:00:59 - Memory required for data: 443498808
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 23:00:59 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_3x3_reduce
INFO - 23:00:59 - Top shape: 8 192 7 7 (75264)
INFO - 23:00:59 - Memory required for data: 443799864
INFO - 23:00:59 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/3x3
INFO - 23:00:59 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 23:00:59 - inception_5b/3x3 -> inception_5b/3x3
INFO - 23:00:59 - Setting up inception_5b/3x3
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 444401976
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_3x3
INFO - 23:00:59 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 23:00:59 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_3x3
INFO - 23:00:59 - Top shape: 8 384 7 7 (150528)
INFO - 23:00:59 - Memory required for data: 445004088
INFO - 23:00:59 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 23:00:59 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 23:00:59 - Setting up inception_5b/5x5_reduce
INFO - 23:00:59 - Top shape: 8 48 7 7 (18816)
INFO - 23:00:59 - Memory required for data: 445079352
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 23:00:59 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_5x5_reduce
INFO - 23:00:59 - Top shape: 8 48 7 7 (18816)
INFO - 23:00:59 - Memory required for data: 445154616
INFO - 23:00:59 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/5x5
INFO - 23:00:59 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 23:00:59 - inception_5b/5x5 -> inception_5b/5x5
INFO - 23:00:59 - Setting up inception_5b/5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 445355320
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_5x5
INFO - 23:00:59 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 23:00:59 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_5x5
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 445556024
INFO - 23:00:59 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 23:00:59 - Creating Layer inception_5b/pool
INFO - 23:00:59 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 23:00:59 - inception_5b/pool -> inception_5b/pool
INFO - 23:00:59 - Setting up inception_5b/pool
INFO - 23:00:59 - Top shape: 8 832 7 7 (326144)
INFO - 23:00:59 - Memory required for data: 446860600
INFO - 23:00:59 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 23:00:59 - Creating Layer inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/pool_proj <- inception_5b/pool
INFO - 23:00:59 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 23:00:59 - Setting up inception_5b/pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 447061304
INFO - 23:00:59 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 23:00:59 - Creating Layer inception_5b/relu_pool_proj
INFO - 23:00:59 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 23:00:59 - Setting up inception_5b/relu_pool_proj
INFO - 23:00:59 - Top shape: 8 128 7 7 (50176)
INFO - 23:00:59 - Memory required for data: 447262008
INFO - 23:00:59 - Creating layer / name=inception_5b/output / type=Concat
INFO - 23:00:59 - Creating Layer inception_5b/output
INFO - 23:00:59 - inception_5b/output <- inception_5b/1x1
INFO - 23:00:59 - inception_5b/output <- inception_5b/3x3
INFO - 23:00:59 - inception_5b/output <- inception_5b/5x5
INFO - 23:00:59 - inception_5b/output <- inception_5b/pool_proj
INFO - 23:00:59 - inception_5b/output -> inception_5b/output
INFO - 23:00:59 - Setting up inception_5b/output
INFO - 23:00:59 - Top shape: 8 1024 7 7 (401408)
INFO - 23:00:59 - Memory required for data: 448867640
INFO - 23:00:59 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 23:00:59 - Creating Layer pool5/7x7_s1
INFO - 23:00:59 - pool5/7x7_s1 <- inception_5b/output
INFO - 23:00:59 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 23:00:59 - Setting up pool5/7x7_s1
INFO - 23:00:59 - Top shape: 8 1024 1 1 (8192)
INFO - 23:00:59 - Memory required for data: 448900408
INFO - 23:00:59 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 23:00:59 - Creating Layer pool5/drop_7x7_s1
INFO - 23:00:59 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 23:00:59 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 23:00:59 - Setting up pool5/drop_7x7_s1
INFO - 23:00:59 - Top shape: 8 1024 1 1 (8192)
INFO - 23:00:59 - Memory required for data: 448933176
INFO - 23:00:59 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 23:00:59 - Creating Layer loss3/classifier
INFO - 23:00:59 - loss3/classifier <- pool5/7x7_s1
INFO - 23:00:59 - loss3/classifier -> loss3/classifier
INFO - 23:00:59 - Setting up loss3/classifier
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Memory required for data: 448933336
INFO - 23:00:59 - Creating layer / name=loss3/classifier_loss3/classifier_0_split / type=Split
INFO - 23:00:59 - Creating Layer loss3/classifier_loss3/classifier_0_split
INFO - 23:00:59 - loss3/classifier_loss3/classifier_0_split <- loss3/classifier
INFO - 23:00:59 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_0
INFO - 23:00:59 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_1
INFO - 23:00:59 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_2
INFO - 23:00:59 - Setting up loss3/classifier_loss3/classifier_0_split
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Memory required for data: 448933816
INFO - 23:00:59 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 23:00:59 - Creating Layer loss3/loss3
INFO - 23:00:59 - loss3/loss3 <- loss3/classifier_loss3/classifier_0_split_0
INFO - 23:00:59 - loss3/loss3 <- label_googlenet_1_split_6
INFO - 23:00:59 - loss3/loss3 -> loss3/loss3
INFO - 23:00:59 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 23:00:59 - Setting up loss3/loss3
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - with loss weight 1
INFO - 23:00:59 - Memory required for data: 448933820
INFO - 23:00:59 - Creating layer / name=loss3/top-1 / type=Accuracy
INFO - 23:00:59 - Creating Layer loss3/top-1
INFO - 23:00:59 - loss3/top-1 <- loss3/classifier_loss3/classifier_0_split_1
INFO - 23:00:59 - loss3/top-1 <- label_googlenet_1_split_7
INFO - 23:00:59 - loss3/top-1 -> loss3/top-1
INFO - 23:00:59 - Setting up loss3/top-1
INFO - 23:00:59 - Top shape: (1)
INFO - 23:00:59 - Memory required for data: 448933824
INFO - 23:00:59 - Creating layer / name=probt / type=Softmax
INFO - 23:00:59 - Creating Layer probt
INFO - 23:00:59 - probt <- loss3/classifier_loss3/classifier_0_split_2
INFO - 23:00:59 - probt -> probt
INFO - 23:00:59 - Setting up probt
INFO - 23:00:59 - Top shape: 8 5 (40)
INFO - 23:00:59 - Memory required for data: 448933984
INFO - 23:00:59 - probt does not need backward computation.
INFO - 23:00:59 - loss3/top-1 does not need backward computation.
INFO - 23:00:59 - loss3/loss3 needs backward computation.
INFO - 23:00:59 - loss3/classifier_loss3/classifier_0_split needs backward computation.
INFO - 23:00:59 - loss3/classifier needs backward computation.
INFO - 23:00:59 - pool5/drop_7x7_s1 needs backward computation.
INFO - 23:00:59 - pool5/7x7_s1 needs backward computation.
INFO - 23:00:59 - inception_5b/output needs backward computation.
INFO - 23:00:59 - inception_5b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_5b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_5b/pool needs backward computation.
INFO - 23:00:59 - inception_5b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_5b/5x5 needs backward computation.
INFO - 23:00:59 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_5b/3x3 needs backward computation.
INFO - 23:00:59 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_5b/1x1 needs backward computation.
INFO - 23:00:59 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_5a/output needs backward computation.
INFO - 23:00:59 - inception_5a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_5a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_5a/pool needs backward computation.
INFO - 23:00:59 - inception_5a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_5a/5x5 needs backward computation.
INFO - 23:00:59 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_5a/3x3 needs backward computation.
INFO - 23:00:59 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_5a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_5a/1x1 needs backward computation.
INFO - 23:00:59 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool4/3x3_s2 needs backward computation.
INFO - 23:00:59 - inception_4e/output needs backward computation.
INFO - 23:00:59 - inception_4e/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4e/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4e/pool needs backward computation.
INFO - 23:00:59 - inception_4e/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4e/5x5 needs backward computation.
INFO - 23:00:59 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4e/3x3 needs backward computation.
INFO - 23:00:59 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4e/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4e/1x1 needs backward computation.
INFO - 23:00:59 - loss2/top-5 does not need backward computation.
INFO - 23:00:59 - loss2/top-1 does not need backward computation.
INFO - 23:00:59 - loss2/loss needs backward computation.
INFO - 23:00:59 - loss2/classifier_loss2/classifier_0_split needs backward computation.
INFO - 23:00:59 - loss2/classifier needs backward computation.
INFO - 23:00:59 - loss2/drop_fc needs backward computation.
INFO - 23:00:59 - loss2/relu_fc needs backward computation.
INFO - 23:00:59 - loss2/fc needs backward computation.
INFO - 23:00:59 - loss2/relu_conv needs backward computation.
INFO - 23:00:59 - loss2/conv needs backward computation.
INFO - 23:00:59 - loss2/ave_pool needs backward computation.
INFO - 23:00:59 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4d/output needs backward computation.
INFO - 23:00:59 - inception_4d/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4d/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4d/pool needs backward computation.
INFO - 23:00:59 - inception_4d/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4d/5x5 needs backward computation.
INFO - 23:00:59 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4d/3x3 needs backward computation.
INFO - 23:00:59 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4d/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4d/1x1 needs backward computation.
INFO - 23:00:59 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4c/output needs backward computation.
INFO - 23:00:59 - inception_4c/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4c/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4c/pool needs backward computation.
INFO - 23:00:59 - inception_4c/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4c/5x5 needs backward computation.
INFO - 23:00:59 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4c/3x3 needs backward computation.
INFO - 23:00:59 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4c/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4c/1x1 needs backward computation.
INFO - 23:00:59 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4b/output needs backward computation.
INFO - 23:00:59 - inception_4b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4b/pool needs backward computation.
INFO - 23:00:59 - inception_4b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4b/5x5 needs backward computation.
INFO - 23:00:59 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4b/3x3 needs backward computation.
INFO - 23:00:59 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4b/1x1 needs backward computation.
INFO - 23:00:59 - loss1/top-5 does not need backward computation.
INFO - 23:00:59 - loss1/top-1 does not need backward computation.
INFO - 23:00:59 - loss1/loss needs backward computation.
INFO - 23:00:59 - loss1/classifier_loss1/classifier_0_split needs backward computation.
INFO - 23:00:59 - loss1/classifier needs backward computation.
INFO - 23:00:59 - loss1/drop_fc needs backward computation.
INFO - 23:00:59 - loss1/relu_fc needs backward computation.
INFO - 23:00:59 - loss1/fc needs backward computation.
INFO - 23:00:59 - loss1/relu_conv needs backward computation.
INFO - 23:00:59 - loss1/conv needs backward computation.
INFO - 23:00:59 - loss1/ave_pool needs backward computation.
INFO - 23:00:59 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_4a/output needs backward computation.
INFO - 23:00:59 - inception_4a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_4a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_4a/pool needs backward computation.
INFO - 23:00:59 - inception_4a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_4a/5x5 needs backward computation.
INFO - 23:00:59 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_4a/3x3 needs backward computation.
INFO - 23:00:59 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_4a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_4a/1x1 needs backward computation.
INFO - 23:00:59 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool3/3x3_s2 needs backward computation.
INFO - 23:00:59 - inception_3b/output needs backward computation.
INFO - 23:00:59 - inception_3b/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_3b/pool_proj needs backward computation.
INFO - 23:00:59 - inception_3b/pool needs backward computation.
INFO - 23:00:59 - inception_3b/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_3b/5x5 needs backward computation.
INFO - 23:00:59 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_3b/3x3 needs backward computation.
INFO - 23:00:59 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3b/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_3b/1x1 needs backward computation.
INFO - 23:00:59 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 23:00:59 - inception_3a/output needs backward computation.
INFO - 23:00:59 - inception_3a/relu_pool_proj needs backward computation.
INFO - 23:00:59 - inception_3a/pool_proj needs backward computation.
INFO - 23:00:59 - inception_3a/pool needs backward computation.
INFO - 23:00:59 - inception_3a/relu_5x5 needs backward computation.
INFO - 23:00:59 - inception_3a/5x5 needs backward computation.
INFO - 23:00:59 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/5x5_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/relu_3x3 needs backward computation.
INFO - 23:00:59 - inception_3a/3x3 needs backward computation.
INFO - 23:00:59 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/3x3_reduce needs backward computation.
INFO - 23:00:59 - inception_3a/relu_1x1 needs backward computation.
INFO - 23:00:59 - inception_3a/1x1 needs backward computation.
INFO - 23:00:59 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 23:00:59 - pool2/3x3_s2 needs backward computation.
INFO - 23:00:59 - conv2/norm2 needs backward computation.
INFO - 23:00:59 - conv2/relu_3x3 needs backward computation.
INFO - 23:00:59 - conv2/3x3 needs backward computation.
INFO - 23:00:59 - conv2/relu_3x3_reduce needs backward computation.
INFO - 23:00:59 - conv2/3x3_reduce needs backward computation.
INFO - 23:00:59 - pool1/norm1 needs backward computation.
INFO - 23:00:59 - pool1/3x3_s2 needs backward computation.
INFO - 23:00:59 - conv1/relu_7x7 needs backward computation.
INFO - 23:00:59 - conv1/7x7_s2 needs backward computation.
INFO - 23:00:59 - label_googlenet_1_split does not need backward computation.
INFO - 23:00:59 - googlenet does not need backward computation.
INFO - 23:00:59 - This network produces output loss1/loss1
INFO - 23:00:59 - This network produces output loss1/top-1
INFO - 23:00:59 - This network produces output loss1/top-5
INFO - 23:00:59 - This network produces output loss2/loss1
INFO - 23:00:59 - This network produces output loss2/top-1
INFO - 23:00:59 - This network produces output loss2/top-5
INFO - 23:00:59 - This network produces output loss3/loss3
INFO - 23:00:59 - This network produces output loss3/top-1
INFO - 23:00:59 - This network produces output probt
INFO - 23:00:59 - Network initialization done.
E1119 23:00:59.407690 8193 caffelib.cc:785] exception while forward/backward pass through the network
INFO - 23:00:59 - Solver scaffolding done.
INFO - 23:01:33 - Sun Nov 19 23:01:33 2017 IST - 127.0.0.1 "POST /train" 201 0
INFO - 23:01:33 - A total of 11012 images.
INFO - 23:01:33 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 23:01:36 - Processed 1000 files.
INFO - 23:01:39 - Processed 2000 files.
INFO - 23:01:42 - Processed 3000 files.
INFO - 23:01:45 - Processed 4000 files.
INFO - 23:01:48 - Processed 5000 files.
INFO - 23:01:51 - Processed 6000 files.
INFO - 23:01:54 - Processed 7000 files.
INFO - 23:01:57 - Processed 8000 files.
INFO - 23:02:00 - Processed 9000 files.
INFO - 23:02:03 - Processed 10000 files.
INFO - 23:02:06 - Processed 11000 files.
INFO - 23:02:06 - Processed 11012 files.
INFO - 23:02:06 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb
INFO - 23:02:09 - Processed 1000 files.
INFO - 23:02:10 - Processed 1224 files.
INFO - 23:02:10 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 23:02:10 - Decoding Datum
INFO - 23:02:19 - Processed 10000 files.
INFO - 23:02:20 - Processed 11012 files.
INFO - 23:02:20 - Write to /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 23:02:20 - Number of channels: 3
INFO - 23:02:20 - mean_value channel [0]:128.398
INFO - 23:02:20 - mean_value channel [1]:136.092
INFO - 23:02:20 - mean_value channel [2]:123.716
E1119 23:03:30.650503 7598 caffelib.cc:1109] Error creating model for prediction
ERROR - 23:02:20 - File not found: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
ERROR - 23:03:30 - service cosmos_image_classification_2 mllib internal error: no model in /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository for initializing the net
ERROR - 23:03:30 - Sun Nov 19 23:03:30 2017 IST - 127.0.0.1 "POST /predict" 500 0
I1119 23:11:42.861230 7601 caffelib.cc:131] instantiating model template googlenet
I1119 23:11:42.861268 7601 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1119 23:11:42.861279 7601 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
INFO - 23:11:42 - Sun Nov 19 23:11:42 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification_3" 201 19
INFO - 23:12:33 - Sun Nov 19 23:12:33 2017 IST - 127.0.0.1 "POST /train" 201 0
INFO - 23:12:33 - A total of 11012 images.
INFO - 23:12:33 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 23:12:36 - Processed 1000 files.
INFO - 23:12:39 - Processed 2000 files.
INFO - 23:12:42 - Processed 3000 files.
INFO - 23:12:45 - Processed 4000 files.
INFO - 23:12:48 - Processed 5000 files.
INFO - 23:12:51 - Processed 6000 files.
INFO - 23:12:55 - Processed 7000 files.
INFO - 23:12:58 - Processed 8000 files.
INFO - 23:13:01 - Processed 9000 files.
INFO - 23:13:04 - Processed 10000 files.
INFO - 23:13:07 - Processed 11000 files.
INFO - 23:13:07 - Processed 11012 files.
INFO - 23:13:07 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb
INFO - 23:13:10 - Processed 1000 files.
INFO - 23:13:10 - Processed 1224 files.
INFO - 23:13:10 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 23:13:10 - Decoding Datum
INFO - 23:13:19 - Processed 10000 files.
INFO - 23:13:20 - Processed 11012 files.
INFO - 23:13:20 - Write to /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 23:13:20 - Number of channels: 3
INFO - 23:13:20 - mean_value channel [0]:128.108
INFO - 23:13:20 - mean_value channel [1]:135.752
INFO - 23:13:20 - mean_value channel [2]:123.139
ERROR - 23:13:20 - File not found: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
INFO - 23:31:43 - Sun Nov 19 23:31:43 2017 IST - 127.0.0.1 "GET /info" 200 0
```
./main/dede
DeepDetect [ commit ab7bae2b9a0b994efeb95be4aa836385beccd6f8 ]
INFO - 22:16:57 - Running DeepDetect HTTP server on localhost:8080
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1119 22:37:08.036111 7594 caffelib.cc:131] instantiating model template googlenet
I1119 22:37:08.036164 7594 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1119 22:37:08.036170 7594 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
``````
./main/dede
DeepDetect [ commit ab7bae2b9a0b994efeb95be4aa836385beccd6f8 ]
INFO - 22:16:57 - Running DeepDetect HTTP server on localhost:8080
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1119 22:37:08.036111 7594 caffelib.cc:131] instantiating model template googlenet
I1119 22:37:08.036164 7594 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1119 22:37:08.036170 7594 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
```
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