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$ ./dede 
DeepDetect [ commit f32a621c7cf0be9eaab4d798ee57a12dbe20b4f4 ]
Running DeepDetect HTTP server on localhost:8080
instantiating model template googlenet

INFO - source=../../templates/caffe/googlenet/

INFO - dest=../../models/buildings/imgnet/googlenet.prototxt

INFO - Initializing net from parameters: 

INFO - Creating layer googlenet
INFO - Creating Layer googlenet
INFO - googlenet -> data
INFO - googlenet -> label
INFO - Setting up googlenet
INFO - Top shape: 32 3 224 224 (4816896)
INFO - Top shape: 32 (32)
INFO - Memory required for data: 19267712
INFO - Creating layer conv1/7x7_s2
INFO - Creating Layer conv1/7x7_s2
INFO - conv1/7x7_s2 <- data
INFO - conv1/7x7_s2 -> conv1/7x7_s2
INFO - Setting up conv1/7x7_s2
INFO - Top shape: 32 64 112 112 (25690112)
INFO - Memory required for data: 122028160
INFO - Creating layer conv1/relu_7x7
INFO - Creating Layer conv1/relu_7x7
INFO - conv1/relu_7x7 <- conv1/7x7_s2
INFO - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - Setting up conv1/relu_7x7
INFO - Top shape: 32 64 112 112 (25690112)
INFO - Memory required for data: 224788608
INFO - Creating layer pool1/3x3_s2
INFO - Creating Layer pool1/3x3_s2
INFO - pool1/3x3_s2 <- conv1/7x7_s2
INFO - pool1/3x3_s2 -> pool1/3x3_s2
INFO - Setting up pool1/3x3_s2
INFO - Top shape: 32 64 56 56 (6422528)
INFO - Memory required for data: 250478720
INFO - Creating layer pool1/norm1
INFO - Creating Layer pool1/norm1
INFO - pool1/norm1 <- pool1/3x3_s2
INFO - pool1/norm1 -> pool1/norm1
INFO - Setting up pool1/norm1
INFO - Top shape: 32 64 56 56 (6422528)
INFO - Memory required for data: 276168832
INFO - Creating layer conv2/3x3_reduce
INFO - Creating Layer conv2/3x3_reduce
INFO - conv2/3x3_reduce <- pool1/norm1
INFO - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - Setting up conv2/3x3_reduce
INFO - Top shape: 32 64 56 56 (6422528)
INFO - Memory required for data: 301858944
INFO - Creating layer conv2/relu_3x3_reduce
INFO - Creating Layer conv2/relu_3x3_reduce
INFO - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - Setting up conv2/relu_3x3_reduce
INFO - Top shape: 32 64 56 56 (6422528)
INFO - Memory required for data: 327549056
INFO - Creating layer conv2/3x3
INFO - Creating Layer conv2/3x3
INFO - conv2/3x3 <- conv2/3x3_reduce
INFO - conv2/3x3 -> conv2/3x3
INFO - Setting up conv2/3x3
INFO - Top shape: 32 192 56 56 (19267584)
INFO - Memory required for data: 404619392
INFO - Creating layer conv2/relu_3x3
INFO - Creating Layer conv2/relu_3x3
INFO - conv2/relu_3x3 <- conv2/3x3
INFO - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - Setting up conv2/relu_3x3
INFO - Top shape: 32 192 56 56 (19267584)
INFO - Memory required for data: 481689728
INFO - Creating layer conv2/norm2
INFO - Creating Layer conv2/norm2
INFO - conv2/norm2 <- conv2/3x3
INFO - conv2/norm2 -> conv2/norm2
INFO - Setting up conv2/norm2
INFO - Top shape: 32 192 56 56 (19267584)
INFO - Memory required for data: 558760064
INFO - Creating layer pool2/3x3_s2
INFO - Creating Layer pool2/3x3_s2
INFO - pool2/3x3_s2 <- conv2/norm2
INFO - pool2/3x3_s2 -> pool2/3x3_s2
INFO - Setting up pool2/3x3_s2
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Memory required for data: 578027648
INFO - Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Memory required for data: 655097984
INFO - Creating layer inception_3a/1x1
INFO - Creating Layer inception_3a/1x1
INFO - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - inception_3a/1x1 -> inception_3a/1x1
INFO - Setting up inception_3a/1x1
INFO - Top shape: 32 64 28 28 (1605632)
INFO - Memory required for data: 661520512
INFO - Creating layer inception_3a/relu_1x1
INFO - Creating Layer inception_3a/relu_1x1
INFO - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - Setting up inception_3a/relu_1x1
INFO - Top shape: 32 64 28 28 (1605632)
INFO - Memory required for data: 667943040
INFO - Creating layer inception_3a/3x3_reduce
INFO - Creating Layer inception_3a/3x3_reduce
INFO - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - Setting up inception_3a/3x3_reduce
INFO - Top shape: 32 96 28 28 (2408448)
INFO - Memory required for data: 677576832
INFO - Creating layer inception_3a/relu_3x3_reduce
INFO - Creating Layer inception_3a/relu_3x3_reduce
INFO - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - Setting up inception_3a/relu_3x3_reduce
INFO - Top shape: 32 96 28 28 (2408448)
INFO - Memory required for data: 687210624
INFO - Creating layer inception_3a/3x3
INFO - Creating Layer inception_3a/3x3
INFO - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - inception_3a/3x3 -> inception_3a/3x3
INFO - Setting up inception_3a/3x3
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 700055680
INFO - Creating layer inception_3a/relu_3x3
INFO - Creating Layer inception_3a/relu_3x3
INFO - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - Setting up inception_3a/relu_3x3
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 712900736
INFO - Creating layer inception_3a/5x5_reduce
INFO - Creating Layer inception_3a/5x5_reduce
INFO - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - Setting up inception_3a/5x5_reduce
INFO - Top shape: 32 16 28 28 (401408)
INFO - Memory required for data: 714506368
INFO - Creating layer inception_3a/relu_5x5_reduce
INFO - Creating Layer inception_3a/relu_5x5_reduce
INFO - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - Setting up inception_3a/relu_5x5_reduce
INFO - Top shape: 32 16 28 28 (401408)
INFO - Memory required for data: 716112000
INFO - Creating layer inception_3a/5x5
INFO - Creating Layer inception_3a/5x5
INFO - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - inception_3a/5x5 -> inception_3a/5x5
INFO - Setting up inception_3a/5x5
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 719323264
INFO - Creating layer inception_3a/relu_5x5
INFO - Creating Layer inception_3a/relu_5x5
INFO - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - Setting up inception_3a/relu_5x5
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 722534528
INFO - Creating layer inception_3a/pool
INFO - Creating Layer inception_3a/pool
INFO - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - inception_3a/pool -> inception_3a/pool
INFO - Setting up inception_3a/pool
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Memory required for data: 741802112
INFO - Creating layer inception_3a/pool_proj
INFO - Creating Layer inception_3a/pool_proj
INFO - inception_3a/pool_proj <- inception_3a/pool
INFO - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - Setting up inception_3a/pool_proj
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 745013376
INFO - Creating layer inception_3a/relu_pool_proj
INFO - Creating Layer inception_3a/relu_pool_proj
INFO - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - Setting up inception_3a/relu_pool_proj
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 748224640
INFO - Creating layer inception_3a/output
INFO - Creating Layer inception_3a/output
INFO - inception_3a/output <- inception_3a/1x1
INFO - inception_3a/output <- inception_3a/3x3
INFO - inception_3a/output <- inception_3a/5x5
INFO - inception_3a/output <- inception_3a/pool_proj
INFO - inception_3a/output -> inception_3a/output
INFO - Setting up inception_3a/output
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Memory required for data: 773914752
INFO - Creating layer inception_3a/output_inception_3a/output_0_split
INFO - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - Setting up inception_3a/output_inception_3a/output_0_split
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Memory required for data: 876675200
INFO - Creating layer inception_3b/1x1
INFO - Creating Layer inception_3b/1x1
INFO - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - inception_3b/1x1 -> inception_3b/1x1
INFO - Setting up inception_3b/1x1
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 889520256
INFO - Creating layer inception_3b/relu_1x1
INFO - Creating Layer inception_3b/relu_1x1
INFO - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - Setting up inception_3b/relu_1x1
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 902365312
INFO - Creating layer inception_3b/3x3_reduce
INFO - Creating Layer inception_3b/3x3_reduce
INFO - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - Setting up inception_3b/3x3_reduce
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 915210368
INFO - Creating layer inception_3b/relu_3x3_reduce
INFO - Creating Layer inception_3b/relu_3x3_reduce
INFO - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - Setting up inception_3b/relu_3x3_reduce
INFO - Top shape: 32 128 28 28 (3211264)
INFO - Memory required for data: 928055424
INFO - Creating layer inception_3b/3x3
INFO - Creating Layer inception_3b/3x3
INFO - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - inception_3b/3x3 -> inception_3b/3x3
INFO - Setting up inception_3b/3x3
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Memory required for data: 947323008
INFO - Creating layer inception_3b/relu_3x3
INFO - Creating Layer inception_3b/relu_3x3
INFO - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - Setting up inception_3b/relu_3x3
INFO - Top shape: 32 192 28 28 (4816896)
INFO - Memory required for data: 966590592
INFO - Creating layer inception_3b/5x5_reduce
INFO - Creating Layer inception_3b/5x5_reduce
INFO - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - Setting up inception_3b/5x5_reduce
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 969801856
INFO - Creating layer inception_3b/relu_5x5_reduce
INFO - Creating Layer inception_3b/relu_5x5_reduce
INFO - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - Setting up inception_3b/relu_5x5_reduce
INFO - Top shape: 32 32 28 28 (802816)
INFO - Memory required for data: 973013120
INFO - Creating layer inception_3b/5x5
INFO - Creating Layer inception_3b/5x5
INFO - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - inception_3b/5x5 -> inception_3b/5x5
INFO - Setting up inception_3b/5x5
INFO - Top shape: 32 96 28 28 (2408448)
INFO - Memory required for data: 982646912
INFO - Creating layer inception_3b/relu_5x5
INFO - Creating Layer inception_3b/relu_5x5
INFO - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - Setting up inception_3b/relu_5x5
INFO - Top shape: 32 96 28 28 (2408448)
INFO - Memory required for data: 992280704
INFO - Creating layer inception_3b/pool
INFO - Creating Layer inception_3b/pool
INFO - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - inception_3b/pool -> inception_3b/pool
INFO - Setting up inception_3b/pool
INFO - Top shape: 32 256 28 28 (6422528)
INFO - Memory required for data: 1017970816
INFO - Creating layer inception_3b/pool_proj
INFO - Creating Layer inception_3b/pool_proj
INFO - inception_3b/pool_proj <- inception_3b/pool
INFO - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - Setting up inception_3b/pool_proj
INFO - Top shape: 32 64 28 28 (1605632)
INFO - Memory required for data: 1024393344
INFO - Creating layer inception_3b/relu_pool_proj
INFO - Creating Layer inception_3b/relu_pool_proj
INFO - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - Setting up inception_3b/relu_pool_proj
INFO - Top shape: 32 64 28 28 (1605632)
INFO - Memory required for data: 1030815872
INFO - Creating layer inception_3b/output
INFO - Creating Layer inception_3b/output
INFO - inception_3b/output <- inception_3b/1x1
INFO - inception_3b/output <- inception_3b/3x3
INFO - inception_3b/output <- inception_3b/5x5
INFO - inception_3b/output <- inception_3b/pool_proj
INFO - inception_3b/output -> inception_3b/output
INFO - Setting up inception_3b/output
INFO - Top shape: 32 480 28 28 (12042240)
INFO - Memory required for data: 1078984832
INFO - Creating layer pool3/3x3_s2
INFO - Creating Layer pool3/3x3_s2
INFO - pool3/3x3_s2 <- inception_3b/output
INFO - pool3/3x3_s2 -> pool3/3x3_s2
INFO - Setting up pool3/3x3_s2
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Memory required for data: 1091027072
INFO - Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Memory required for data: 1139196032
INFO - Creating layer inception_4a/1x1
INFO - Creating Layer inception_4a/1x1
INFO - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - inception_4a/1x1 -> inception_4a/1x1
INFO - Setting up inception_4a/1x1
INFO - Top shape: 32 192 14 14 (1204224)
INFO - Memory required for data: 1144012928
INFO - Creating layer inception_4a/relu_1x1
INFO - Creating Layer inception_4a/relu_1x1
INFO - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - Setting up inception_4a/relu_1x1
INFO - Top shape: 32 192 14 14 (1204224)
INFO - Memory required for data: 1148829824
INFO - Creating layer inception_4a/3x3_reduce
INFO - Creating Layer inception_4a/3x3_reduce
INFO - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - Setting up inception_4a/3x3_reduce
INFO - Top shape: 32 96 14 14 (602112)
INFO - Memory required for data: 1151238272
INFO - Creating layer inception_4a/relu_3x3_reduce
INFO - Creating Layer inception_4a/relu_3x3_reduce
INFO - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - Setting up inception_4a/relu_3x3_reduce
INFO - Top shape: 32 96 14 14 (602112)
INFO - Memory required for data: 1153646720
INFO - Creating layer inception_4a/3x3
INFO - Creating Layer inception_4a/3x3
INFO - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - inception_4a/3x3 -> inception_4a/3x3
INFO - Setting up inception_4a/3x3
INFO - Top shape: 32 208 14 14 (1304576)
INFO - Memory required for data: 1158865024
INFO - Creating layer inception_4a/relu_3x3
INFO - Creating Layer inception_4a/relu_3x3
INFO - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - Setting up inception_4a/relu_3x3
INFO - Top shape: 32 208 14 14 (1304576)
INFO - Memory required for data: 1164083328
INFO - Creating layer inception_4a/5x5_reduce
INFO - Creating Layer inception_4a/5x5_reduce
INFO - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - Setting up inception_4a/5x5_reduce
INFO - Top shape: 32 16 14 14 (100352)
INFO - Memory required for data: 1164484736
INFO - Creating layer inception_4a/relu_5x5_reduce
INFO - Creating Layer inception_4a/relu_5x5_reduce
INFO - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - Setting up inception_4a/relu_5x5_reduce
INFO - Top shape: 32 16 14 14 (100352)
INFO - Memory required for data: 1164886144
INFO - Creating layer inception_4a/5x5
INFO - Creating Layer inception_4a/5x5
INFO - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - inception_4a/5x5 -> inception_4a/5x5
INFO - Setting up inception_4a/5x5
INFO - Top shape: 32 48 14 14 (301056)
INFO - Memory required for data: 1166090368
INFO - Creating layer inception_4a/relu_5x5
INFO - Creating Layer inception_4a/relu_5x5
INFO - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - Setting up inception_4a/relu_5x5
INFO - Top shape: 32 48 14 14 (301056)
INFO - Memory required for data: 1167294592
INFO - Creating layer inception_4a/pool
INFO - Creating Layer inception_4a/pool
INFO - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - inception_4a/pool -> inception_4a/pool
INFO - Setting up inception_4a/pool
INFO - Top shape: 32 480 14 14 (3010560)
INFO - Memory required for data: 1179336832
INFO - Creating layer inception_4a/pool_proj
INFO - Creating Layer inception_4a/pool_proj
INFO - inception_4a/pool_proj <- inception_4a/pool
INFO - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - Setting up inception_4a/pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1180942464
INFO - Creating layer inception_4a/relu_pool_proj
INFO - Creating Layer inception_4a/relu_pool_proj
INFO - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - Setting up inception_4a/relu_pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1182548096
INFO - Creating layer inception_4a/output
INFO - Creating Layer inception_4a/output
INFO - inception_4a/output <- inception_4a/1x1
INFO - inception_4a/output <- inception_4a/3x3
INFO - inception_4a/output <- inception_4a/5x5
INFO - inception_4a/output <- inception_4a/pool_proj
INFO - inception_4a/output -> inception_4a/output
INFO - Setting up inception_4a/output
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1195393152
INFO - Creating layer inception_4a/output_inception_4a/output_0_split
INFO - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - Setting up inception_4a/output_inception_4a/output_0_split
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1246773376
INFO - Creating layer inception_4b/1x1
INFO - Creating Layer inception_4b/1x1
INFO - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0
INFO - inception_4b/1x1 -> inception_4b/1x1
INFO - Setting up inception_4b/1x1
INFO - Top shape: 32 160 14 14 (1003520)
INFO - Memory required for data: 1250787456
INFO - Creating layer inception_4b/relu_1x1
INFO - Creating Layer inception_4b/relu_1x1
INFO - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - Setting up inception_4b/relu_1x1
INFO - Top shape: 32 160 14 14 (1003520)
INFO - Memory required for data: 1254801536
INFO - Creating layer inception_4b/3x3_reduce
INFO - Creating Layer inception_4b/3x3_reduce
INFO - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1
INFO - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - Setting up inception_4b/3x3_reduce
INFO - Top shape: 32 112 14 14 (702464)
INFO - Memory required for data: 1257611392
INFO - Creating layer inception_4b/relu_3x3_reduce
INFO - Creating Layer inception_4b/relu_3x3_reduce
INFO - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - Setting up inception_4b/relu_3x3_reduce
INFO - Top shape: 32 112 14 14 (702464)
INFO - Memory required for data: 1260421248
INFO - Creating layer inception_4b/3x3
INFO - Creating Layer inception_4b/3x3
INFO - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - inception_4b/3x3 -> inception_4b/3x3
INFO - Setting up inception_4b/3x3
INFO - Top shape: 32 224 14 14 (1404928)
INFO - Memory required for data: 1266040960
INFO - Creating layer inception_4b/relu_3x3
INFO - Creating Layer inception_4b/relu_3x3
INFO - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - Setting up inception_4b/relu_3x3
INFO - Top shape: 32 224 14 14 (1404928)
INFO - Memory required for data: 1271660672
INFO - Creating layer inception_4b/5x5_reduce
INFO - Creating Layer inception_4b/5x5_reduce
INFO - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - Setting up inception_4b/5x5_reduce
INFO - Top shape: 32 24 14 14 (150528)
INFO - Memory required for data: 1272262784
INFO - Creating layer inception_4b/relu_5x5_reduce
INFO - Creating Layer inception_4b/relu_5x5_reduce
INFO - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - Setting up inception_4b/relu_5x5_reduce
INFO - Top shape: 32 24 14 14 (150528)
INFO - Memory required for data: 1272864896
INFO - Creating layer inception_4b/5x5
INFO - Creating Layer inception_4b/5x5
INFO - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - inception_4b/5x5 -> inception_4b/5x5
INFO - Setting up inception_4b/5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1274470528
INFO - Creating layer inception_4b/relu_5x5
INFO - Creating Layer inception_4b/relu_5x5
INFO - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - Setting up inception_4b/relu_5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1276076160
INFO - Creating layer inception_4b/pool
INFO - Creating Layer inception_4b/pool
INFO - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3
INFO - inception_4b/pool -> inception_4b/pool
INFO - Setting up inception_4b/pool
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1288921216
INFO - Creating layer inception_4b/pool_proj
INFO - Creating Layer inception_4b/pool_proj
INFO - inception_4b/pool_proj <- inception_4b/pool
INFO - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - Setting up inception_4b/pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1290526848
INFO - Creating layer inception_4b/relu_pool_proj
INFO - Creating Layer inception_4b/relu_pool_proj
INFO - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - Setting up inception_4b/relu_pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1292132480
INFO - Creating layer inception_4b/output
INFO - Creating Layer inception_4b/output
INFO - inception_4b/output <- inception_4b/1x1
INFO - inception_4b/output <- inception_4b/3x3
INFO - inception_4b/output <- inception_4b/5x5
INFO - inception_4b/output <- inception_4b/pool_proj
INFO - inception_4b/output -> inception_4b/output
INFO - Setting up inception_4b/output
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1304977536
INFO - Creating layer inception_4b/output_inception_4b/output_0_split
INFO - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - Setting up inception_4b/output_inception_4b/output_0_split
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1356357760
INFO - Creating layer inception_4c/1x1
INFO - Creating Layer inception_4c/1x1
INFO - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - inception_4c/1x1 -> inception_4c/1x1
INFO - Setting up inception_4c/1x1
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1359569024
INFO - Creating layer inception_4c/relu_1x1
INFO - Creating Layer inception_4c/relu_1x1
INFO - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - Setting up inception_4c/relu_1x1
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1362780288
INFO - Creating layer inception_4c/3x3_reduce
INFO - Creating Layer inception_4c/3x3_reduce
INFO - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - Setting up inception_4c/3x3_reduce
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1365991552
INFO - Creating layer inception_4c/relu_3x3_reduce
INFO - Creating Layer inception_4c/relu_3x3_reduce
INFO - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - Setting up inception_4c/relu_3x3_reduce
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1369202816
INFO - Creating layer inception_4c/3x3
INFO - Creating Layer inception_4c/3x3
INFO - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - inception_4c/3x3 -> inception_4c/3x3
INFO - Setting up inception_4c/3x3
INFO - Top shape: 32 256 14 14 (1605632)
INFO - Memory required for data: 1375625344
INFO - Creating layer inception_4c/relu_3x3
INFO - Creating Layer inception_4c/relu_3x3
INFO - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - Setting up inception_4c/relu_3x3
INFO - Top shape: 32 256 14 14 (1605632)
INFO - Memory required for data: 1382047872
INFO - Creating layer inception_4c/5x5_reduce
INFO - Creating Layer inception_4c/5x5_reduce
INFO - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - Setting up inception_4c/5x5_reduce
INFO - Top shape: 32 24 14 14 (150528)
INFO - Memory required for data: 1382649984
INFO - Creating layer inception_4c/relu_5x5_reduce
INFO - Creating Layer inception_4c/relu_5x5_reduce
INFO - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - Setting up inception_4c/relu_5x5_reduce
INFO - Top shape: 32 24 14 14 (150528)
INFO - Memory required for data: 1383252096
INFO - Creating layer inception_4c/5x5
INFO - Creating Layer inception_4c/5x5
INFO - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - inception_4c/5x5 -> inception_4c/5x5
INFO - Setting up inception_4c/5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1384857728
INFO - Creating layer inception_4c/relu_5x5
INFO - Creating Layer inception_4c/relu_5x5
INFO - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - Setting up inception_4c/relu_5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1386463360
INFO - Creating layer inception_4c/pool
INFO - Creating Layer inception_4c/pool
INFO - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - inception_4c/pool -> inception_4c/pool
INFO - Setting up inception_4c/pool
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1399308416
INFO - Creating layer inception_4c/pool_proj
INFO - Creating Layer inception_4c/pool_proj
INFO - inception_4c/pool_proj <- inception_4c/pool
INFO - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - Setting up inception_4c/pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1400914048
INFO - Creating layer inception_4c/relu_pool_proj
INFO - Creating Layer inception_4c/relu_pool_proj
INFO - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - Setting up inception_4c/relu_pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1402519680
INFO - Creating layer inception_4c/output
INFO - Creating Layer inception_4c/output
INFO - inception_4c/output <- inception_4c/1x1
INFO - inception_4c/output <- inception_4c/3x3
INFO - inception_4c/output <- inception_4c/5x5
INFO - inception_4c/output <- inception_4c/pool_proj
INFO - inception_4c/output -> inception_4c/output
INFO - Setting up inception_4c/output
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1415364736
INFO - Creating layer inception_4c/output_inception_4c/output_0_split
INFO - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - Setting up inception_4c/output_inception_4c/output_0_split
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1466744960
INFO - Creating layer inception_4d/1x1
INFO - Creating Layer inception_4d/1x1
INFO - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - inception_4d/1x1 -> inception_4d/1x1
INFO - Setting up inception_4d/1x1
INFO - Top shape: 32 112 14 14 (702464)
INFO - Memory required for data: 1469554816
INFO - Creating layer inception_4d/relu_1x1
INFO - Creating Layer inception_4d/relu_1x1
INFO - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - Setting up inception_4d/relu_1x1
INFO - Top shape: 32 112 14 14 (702464)
INFO - Memory required for data: 1472364672
INFO - Creating layer inception_4d/3x3_reduce
INFO - Creating Layer inception_4d/3x3_reduce
INFO - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - Setting up inception_4d/3x3_reduce
INFO - Top shape: 32 144 14 14 (903168)
INFO - Memory required for data: 1475977344
INFO - Creating layer inception_4d/relu_3x3_reduce
INFO - Creating Layer inception_4d/relu_3x3_reduce
INFO - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - Setting up inception_4d/relu_3x3_reduce
INFO - Top shape: 32 144 14 14 (903168)
INFO - Memory required for data: 1479590016
INFO - Creating layer inception_4d/3x3
INFO - Creating Layer inception_4d/3x3
INFO - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - inception_4d/3x3 -> inception_4d/3x3
INFO - Setting up inception_4d/3x3
INFO - Top shape: 32 288 14 14 (1806336)
INFO - Memory required for data: 1486815360
INFO - Creating layer inception_4d/relu_3x3
INFO - Creating Layer inception_4d/relu_3x3
INFO - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - Setting up inception_4d/relu_3x3
INFO - Top shape: 32 288 14 14 (1806336)
INFO - Memory required for data: 1494040704
INFO - Creating layer inception_4d/5x5_reduce
INFO - Creating Layer inception_4d/5x5_reduce
INFO - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - Setting up inception_4d/5x5_reduce
INFO - Top shape: 32 32 14 14 (200704)
INFO - Memory required for data: 1494843520
INFO - Creating layer inception_4d/relu_5x5_reduce
INFO - Creating Layer inception_4d/relu_5x5_reduce
INFO - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - Setting up inception_4d/relu_5x5_reduce
INFO - Top shape: 32 32 14 14 (200704)
INFO - Memory required for data: 1495646336
INFO - Creating layer inception_4d/5x5
INFO - Creating Layer inception_4d/5x5
INFO - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - inception_4d/5x5 -> inception_4d/5x5
INFO - Setting up inception_4d/5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1497251968
INFO - Creating layer inception_4d/relu_5x5
INFO - Creating Layer inception_4d/relu_5x5
INFO - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - Setting up inception_4d/relu_5x5
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1498857600
INFO - Creating layer inception_4d/pool
INFO - Creating Layer inception_4d/pool
INFO - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - inception_4d/pool -> inception_4d/pool
INFO - Setting up inception_4d/pool
INFO - Top shape: 32 512 14 14 (3211264)
INFO - Memory required for data: 1511702656
INFO - Creating layer inception_4d/pool_proj
INFO - Creating Layer inception_4d/pool_proj
INFO - inception_4d/pool_proj <- inception_4d/pool
INFO - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - Setting up inception_4d/pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1513308288
INFO - Creating layer inception_4d/relu_pool_proj
INFO - Creating Layer inception_4d/relu_pool_proj
INFO - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - Setting up inception_4d/relu_pool_proj
INFO - Top shape: 32 64 14 14 (401408)
INFO - Memory required for data: 1514913920
INFO - Creating layer inception_4d/output
INFO - Creating Layer inception_4d/output
INFO - inception_4d/output <- inception_4d/1x1
INFO - inception_4d/output <- inception_4d/3x3
INFO - inception_4d/output <- inception_4d/5x5
INFO - inception_4d/output <- inception_4d/pool_proj
INFO - inception_4d/output -> inception_4d/output
INFO - Setting up inception_4d/output
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Memory required for data: 1528160384
INFO - Creating layer inception_4d/output_inception_4d/output_0_split
INFO - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - Setting up inception_4d/output_inception_4d/output_0_split
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Memory required for data: 1581146240
INFO - Creating layer inception_4e/1x1
INFO - Creating Layer inception_4e/1x1
INFO - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0
INFO - inception_4e/1x1 -> inception_4e/1x1
INFO - Setting up inception_4e/1x1
INFO - Top shape: 32 256 14 14 (1605632)
INFO - Memory required for data: 1587568768
INFO - Creating layer inception_4e/relu_1x1
INFO - Creating Layer inception_4e/relu_1x1
INFO - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - Setting up inception_4e/relu_1x1
INFO - Top shape: 32 256 14 14 (1605632)
INFO - Memory required for data: 1593991296
INFO - Creating layer inception_4e/3x3_reduce
INFO - Creating Layer inception_4e/3x3_reduce
INFO - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1
INFO - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - Setting up inception_4e/3x3_reduce
INFO - Top shape: 32 160 14 14 (1003520)
INFO - Memory required for data: 1598005376
INFO - Creating layer inception_4e/relu_3x3_reduce
INFO - Creating Layer inception_4e/relu_3x3_reduce
INFO - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - Setting up inception_4e/relu_3x3_reduce
INFO - Top shape: 32 160 14 14 (1003520)
INFO - Memory required for data: 1602019456
INFO - Creating layer inception_4e/3x3
INFO - Creating Layer inception_4e/3x3
INFO - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - inception_4e/3x3 -> inception_4e/3x3
INFO - Setting up inception_4e/3x3
INFO - Top shape: 32 320 14 14 (2007040)
INFO - Memory required for data: 1610047616
INFO - Creating layer inception_4e/relu_3x3
INFO - Creating Layer inception_4e/relu_3x3
INFO - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - Setting up inception_4e/relu_3x3
INFO - Top shape: 32 320 14 14 (2007040)
INFO - Memory required for data: 1618075776
INFO - Creating layer inception_4e/5x5_reduce
INFO - Creating Layer inception_4e/5x5_reduce
INFO - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - Setting up inception_4e/5x5_reduce
INFO - Top shape: 32 32 14 14 (200704)
INFO - Memory required for data: 1618878592
INFO - Creating layer inception_4e/relu_5x5_reduce
INFO - Creating Layer inception_4e/relu_5x5_reduce
INFO - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - Setting up inception_4e/relu_5x5_reduce
INFO - Top shape: 32 32 14 14 (200704)
INFO - Memory required for data: 1619681408
INFO - Creating layer inception_4e/5x5
INFO - Creating Layer inception_4e/5x5
INFO - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - inception_4e/5x5 -> inception_4e/5x5
INFO - Setting up inception_4e/5x5
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1622892672
INFO - Creating layer inception_4e/relu_5x5
INFO - Creating Layer inception_4e/relu_5x5
INFO - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - Setting up inception_4e/relu_5x5
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1626103936
INFO - Creating layer inception_4e/pool
INFO - Creating Layer inception_4e/pool
INFO - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3
INFO - inception_4e/pool -> inception_4e/pool
INFO - Setting up inception_4e/pool
INFO - Top shape: 32 528 14 14 (3311616)
INFO - Memory required for data: 1639350400
INFO - Creating layer inception_4e/pool_proj
INFO - Creating Layer inception_4e/pool_proj
INFO - inception_4e/pool_proj <- inception_4e/pool
INFO - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - Setting up inception_4e/pool_proj
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1642561664
INFO - Creating layer inception_4e/relu_pool_proj
INFO - Creating Layer inception_4e/relu_pool_proj
INFO - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - Setting up inception_4e/relu_pool_proj
INFO - Top shape: 32 128 14 14 (802816)
INFO - Memory required for data: 1645772928
INFO - Creating layer inception_4e/output
INFO - Creating Layer inception_4e/output
INFO - inception_4e/output <- inception_4e/1x1
INFO - inception_4e/output <- inception_4e/3x3
INFO - inception_4e/output <- inception_4e/5x5
INFO - inception_4e/output <- inception_4e/pool_proj
INFO - inception_4e/output -> inception_4e/output
INFO - Setting up inception_4e/output
INFO - Top shape: 32 832 14 14 (5218304)
INFO - Memory required for data: 1666646144
INFO - Creating layer pool4/3x3_s2
INFO - Creating Layer pool4/3x3_s2
INFO - pool4/3x3_s2 <- inception_4e/output
INFO - pool4/3x3_s2 -> pool4/3x3_s2
INFO - Setting up pool4/3x3_s2
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1671864448
INFO - Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1692737664
INFO - Creating layer inception_5a/1x1
INFO - Creating Layer inception_5a/1x1
INFO - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - inception_5a/1x1 -> inception_5a/1x1
INFO - Setting up inception_5a/1x1
INFO - Top shape: 32 256 7 7 (401408)
INFO - Memory required for data: 1694343296
INFO - Creating layer inception_5a/relu_1x1
INFO - Creating Layer inception_5a/relu_1x1
INFO - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - Setting up inception_5a/relu_1x1
INFO - Top shape: 32 256 7 7 (401408)
INFO - Memory required for data: 1695948928
INFO - Creating layer inception_5a/3x3_reduce
INFO - Creating Layer inception_5a/3x3_reduce
INFO - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - Setting up inception_5a/3x3_reduce
INFO - Top shape: 32 160 7 7 (250880)
INFO - Memory required for data: 1696952448
INFO - Creating layer inception_5a/relu_3x3_reduce
INFO - Creating Layer inception_5a/relu_3x3_reduce
INFO - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - Setting up inception_5a/relu_3x3_reduce
INFO - Top shape: 32 160 7 7 (250880)
INFO - Memory required for data: 1697955968
INFO - Creating layer inception_5a/3x3
INFO - Creating Layer inception_5a/3x3
INFO - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - inception_5a/3x3 -> inception_5a/3x3
INFO - Setting up inception_5a/3x3
INFO - Top shape: 32 320 7 7 (501760)
INFO - Memory required for data: 1699963008
INFO - Creating layer inception_5a/relu_3x3
INFO - Creating Layer inception_5a/relu_3x3
INFO - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - Setting up inception_5a/relu_3x3
INFO - Top shape: 32 320 7 7 (501760)
INFO - Memory required for data: 1701970048
INFO - Creating layer inception_5a/5x5_reduce
INFO - Creating Layer inception_5a/5x5_reduce
INFO - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - Setting up inception_5a/5x5_reduce
INFO - Top shape: 32 32 7 7 (50176)
INFO - Memory required for data: 1702170752
INFO - Creating layer inception_5a/relu_5x5_reduce
INFO - Creating Layer inception_5a/relu_5x5_reduce
INFO - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - Setting up inception_5a/relu_5x5_reduce
INFO - Top shape: 32 32 7 7 (50176)
INFO - Memory required for data: 1702371456
INFO - Creating layer inception_5a/5x5
INFO - Creating Layer inception_5a/5x5
INFO - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - inception_5a/5x5 -> inception_5a/5x5
INFO - Setting up inception_5a/5x5
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1703174272
INFO - Creating layer inception_5a/relu_5x5
INFO - Creating Layer inception_5a/relu_5x5
INFO - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - Setting up inception_5a/relu_5x5
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1703977088
INFO - Creating layer inception_5a/pool
INFO - Creating Layer inception_5a/pool
INFO - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - inception_5a/pool -> inception_5a/pool
INFO - Setting up inception_5a/pool
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1709195392
INFO - Creating layer inception_5a/pool_proj
INFO - Creating Layer inception_5a/pool_proj
INFO - inception_5a/pool_proj <- inception_5a/pool
INFO - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - Setting up inception_5a/pool_proj
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1709998208
INFO - Creating layer inception_5a/relu_pool_proj
INFO - Creating Layer inception_5a/relu_pool_proj
INFO - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - Setting up inception_5a/relu_pool_proj
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1710801024
INFO - Creating layer inception_5a/output
INFO - Creating Layer inception_5a/output
INFO - inception_5a/output <- inception_5a/1x1
INFO - inception_5a/output <- inception_5a/3x3
INFO - inception_5a/output <- inception_5a/5x5
INFO - inception_5a/output <- inception_5a/pool_proj
INFO - inception_5a/output -> inception_5a/output
INFO - Setting up inception_5a/output
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1716019328
INFO - Creating layer inception_5a/output_inception_5a/output_0_split
INFO - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - Setting up inception_5a/output_inception_5a/output_0_split
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1736892544
INFO - Creating layer inception_5b/1x1
INFO - Creating Layer inception_5b/1x1
INFO - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - inception_5b/1x1 -> inception_5b/1x1
INFO - Setting up inception_5b/1x1
INFO - Top shape: 32 384 7 7 (602112)
INFO - Memory required for data: 1739300992
INFO - Creating layer inception_5b/relu_1x1
INFO - Creating Layer inception_5b/relu_1x1
INFO - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - Setting up inception_5b/relu_1x1
INFO - Top shape: 32 384 7 7 (602112)
INFO - Memory required for data: 1741709440
INFO - Creating layer inception_5b/3x3_reduce
INFO - Creating Layer inception_5b/3x3_reduce
INFO - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - Setting up inception_5b/3x3_reduce
INFO - Top shape: 32 192 7 7 (301056)
INFO - Memory required for data: 1742913664
INFO - Creating layer inception_5b/relu_3x3_reduce
INFO - Creating Layer inception_5b/relu_3x3_reduce
INFO - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - Setting up inception_5b/relu_3x3_reduce
INFO - Top shape: 32 192 7 7 (301056)
INFO - Memory required for data: 1744117888
INFO - Creating layer inception_5b/3x3
INFO - Creating Layer inception_5b/3x3
INFO - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - inception_5b/3x3 -> inception_5b/3x3
INFO - Setting up inception_5b/3x3
INFO - Top shape: 32 384 7 7 (602112)
INFO - Memory required for data: 1746526336
INFO - Creating layer inception_5b/relu_3x3
INFO - Creating Layer inception_5b/relu_3x3
INFO - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - Setting up inception_5b/relu_3x3
INFO - Top shape: 32 384 7 7 (602112)
INFO - Memory required for data: 1748934784
INFO - Creating layer inception_5b/5x5_reduce
INFO - Creating Layer inception_5b/5x5_reduce
INFO - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - Setting up inception_5b/5x5_reduce
INFO - Top shape: 32 48 7 7 (75264)
INFO - Memory required for data: 1749235840
INFO - Creating layer inception_5b/relu_5x5_reduce
INFO - Creating Layer inception_5b/relu_5x5_reduce
INFO - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - Setting up inception_5b/relu_5x5_reduce
INFO - Top shape: 32 48 7 7 (75264)
INFO - Memory required for data: 1749536896
INFO - Creating layer inception_5b/5x5
INFO - Creating Layer inception_5b/5x5
INFO - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - inception_5b/5x5 -> inception_5b/5x5
INFO - Setting up inception_5b/5x5
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1750339712
INFO - Creating layer inception_5b/relu_5x5
INFO - Creating Layer inception_5b/relu_5x5
INFO - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - Setting up inception_5b/relu_5x5
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1751142528
INFO - Creating layer inception_5b/pool
INFO - Creating Layer inception_5b/pool
INFO - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - inception_5b/pool -> inception_5b/pool
INFO - Setting up inception_5b/pool
INFO - Top shape: 32 832 7 7 (1304576)
INFO - Memory required for data: 1756360832
INFO - Creating layer inception_5b/pool_proj
INFO - Creating Layer inception_5b/pool_proj
INFO - inception_5b/pool_proj <- inception_5b/pool
INFO - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - Setting up inception_5b/pool_proj
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1757163648
INFO - Creating layer inception_5b/relu_pool_proj
INFO - Creating Layer inception_5b/relu_pool_proj
INFO - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - Setting up inception_5b/relu_pool_proj
INFO - Top shape: 32 128 7 7 (200704)
INFO - Memory required for data: 1757966464
INFO - Creating layer inception_5b/output
INFO - Creating Layer inception_5b/output
INFO - inception_5b/output <- inception_5b/1x1
INFO - inception_5b/output <- inception_5b/3x3
INFO - inception_5b/output <- inception_5b/5x5
INFO - inception_5b/output <- inception_5b/pool_proj
INFO - inception_5b/output -> inception_5b/output
INFO - Setting up inception_5b/output
INFO - Top shape: 32 1024 7 7 (1605632)
INFO - Memory required for data: 1764388992
INFO - Creating layer pool5/7x7_s1
INFO - Creating Layer pool5/7x7_s1
INFO - pool5/7x7_s1 <- inception_5b/output
INFO - pool5/7x7_s1 -> pool5/7x7_s1
INFO - Setting up pool5/7x7_s1
INFO - Top shape: 32 1024 1 1 (32768)
INFO - Memory required for data: 1764520064
INFO - Creating layer loss3/classifier
INFO - Creating Layer loss3/classifier
INFO - loss3/classifier <- pool5/7x7_s1
INFO - loss3/classifier -> loss3/classifier
INFO - Setting up loss3/classifier
INFO - Top shape: 32 10000 (320000)
INFO - Memory required for data: 1765800064
INFO - Creating layer prob
INFO - Creating Layer prob
INFO - prob <- loss3/classifier
INFO - prob -> prob
INFO - Setting up prob
INFO - Top shape: 32 10000 (320000)
INFO - Memory required for data: 1767080064
INFO - prob does not need backward computation.
INFO - loss3/classifier does not need backward computation.
INFO - pool5/7x7_s1 does not need backward computation.
INFO - inception_5b/output does not need backward computation.
INFO - inception_5b/relu_pool_proj does not need backward computation.
INFO - inception_5b/pool_proj does not need backward computation.
INFO - inception_5b/pool does not need backward computation.
INFO - inception_5b/relu_5x5 does not need backward computation.
INFO - inception_5b/5x5 does not need backward computation.
INFO - inception_5b/relu_5x5_reduce does not need backward computation.
INFO - inception_5b/5x5_reduce does not need backward computation.
INFO - inception_5b/relu_3x3 does not need backward computation.
INFO - inception_5b/3x3 does not need backward computation.
INFO - inception_5b/relu_3x3_reduce does not need backward computation.
INFO - inception_5b/3x3_reduce does not need backward computation.
INFO - inception_5b/relu_1x1 does not need backward computation.
INFO - inception_5b/1x1 does not need backward computation.
INFO - inception_5a/output_inception_5a/output_0_split does not need backward computation.
INFO - inception_5a/output does not need backward computation.
INFO - inception_5a/relu_pool_proj does not need backward computation.
INFO - inception_5a/pool_proj does not need backward computation.
INFO - inception_5a/pool does not need backward computation.
INFO - inception_5a/relu_5x5 does not need backward computation.
INFO - inception_5a/5x5 does not need backward computation.
INFO - inception_5a/relu_5x5_reduce does not need backward computation.
INFO - inception_5a/5x5_reduce does not need backward computation.
INFO - inception_5a/relu_3x3 does not need backward computation.
INFO - inception_5a/3x3 does not need backward computation.
INFO - inception_5a/relu_3x3_reduce does not need backward computation.
INFO - inception_5a/3x3_reduce does not need backward computation.
INFO - inception_5a/relu_1x1 does not need backward computation.
INFO - inception_5a/1x1 does not need backward computation.
INFO - pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
INFO - pool4/3x3_s2 does not need backward computation.
INFO - inception_4e/output does not need backward computation.
INFO - inception_4e/relu_pool_proj does not need backward computation.
INFO - inception_4e/pool_proj does not need backward computation.
INFO - inception_4e/pool does not need backward computation.
INFO - inception_4e/relu_5x5 does not need backward computation.
INFO - inception_4e/5x5 does not need backward computation.
INFO - inception_4e/relu_5x5_reduce does not need backward computation.
INFO - inception_4e/5x5_reduce does not need backward computation.
INFO - inception_4e/relu_3x3 does not need backward computation.
INFO - inception_4e/3x3 does not need backward computation.
INFO - inception_4e/relu_3x3_reduce does not need backward computation.
INFO - inception_4e/3x3_reduce does not need backward computation.
INFO - inception_4e/relu_1x1 does not need backward computation.
INFO - inception_4e/1x1 does not need backward computation.
INFO - inception_4d/output_inception_4d/output_0_split does not need backward computation.
INFO - inception_4d/output does not need backward computation.
INFO - inception_4d/relu_pool_proj does not need backward computation.
INFO - inception_4d/pool_proj does not need backward computation.
INFO - inception_4d/pool does not need backward computation.
INFO - inception_4d/relu_5x5 does not need backward computation.
INFO - inception_4d/5x5 does not need backward computation.
INFO - inception_4d/relu_5x5_reduce does not need backward computation.
INFO - inception_4d/5x5_reduce does not need backward computation.
INFO - inception_4d/relu_3x3 does not need backward computation.
INFO - inception_4d/3x3 does not need backward computation.
INFO - inception_4d/relu_3x3_reduce does not need backward computation.
INFO - inception_4d/3x3_reduce does not need backward computation.
INFO - inception_4d/relu_1x1 does not need backward computation.
INFO - inception_4d/1x1 does not need backward computation.
INFO - inception_4c/output_inception_4c/output_0_split does not need backward computation.
INFO - inception_4c/output does not need backward computation.
INFO - inception_4c/relu_pool_proj does not need backward computation.
INFO - inception_4c/pool_proj does not need backward computation.
INFO - inception_4c/pool does not need backward computation.
INFO - inception_4c/relu_5x5 does not need backward computation.
INFO - inception_4c/5x5 does not need backward computation.
INFO - inception_4c/relu_5x5_reduce does not need backward computation.
INFO - inception_4c/5x5_reduce does not need backward computation.
INFO - inception_4c/relu_3x3 does not need backward computation.
INFO - inception_4c/3x3 does not need backward computation.
INFO - inception_4c/relu_3x3_reduce does not need backward computation.
INFO - inception_4c/3x3_reduce does not need backward computation.
INFO - inception_4c/relu_1x1 does not need backward computation.
INFO - inception_4c/1x1 does not need backward computation.
INFO - inception_4b/output_inception_4b/output_0_split does not need backward computation.
INFO - inception_4b/output does not need backward computation.
INFO - inception_4b/relu_pool_proj does not need backward computation.
INFO - inception_4b/pool_proj does not need backward computation.
INFO - inception_4b/pool does not need backward computation.
INFO - inception_4b/relu_5x5 does not need backward computation.
INFO - inception_4b/5x5 does not need backward computation.
INFO - inception_4b/relu_5x5_reduce does not need backward computation.
INFO - inception_4b/5x5_reduce does not need backward computation.
INFO - inception_4b/relu_3x3 does not need backward computation.
INFO - inception_4b/3x3 does not need backward computation.
INFO - inception_4b/relu_3x3_reduce does not need backward computation.
INFO - inception_4b/3x3_reduce does not need backward computation.
INFO - inception_4b/relu_1x1 does not need backward computation.
INFO - inception_4b/1x1 does not need backward computation.
INFO - inception_4a/output_inception_4a/output_0_split does not need backward computation.
INFO - inception_4a/output does not need backward computation.
INFO - inception_4a/relu_pool_proj does not need backward computation.
INFO - inception_4a/pool_proj does not need backward computation.
INFO - inception_4a/pool does not need backward computation.
INFO - inception_4a/relu_5x5 does not need backward computation.
INFO - inception_4a/5x5 does not need backward computation.
INFO - inception_4a/relu_5x5_reduce does not need backward computation.
INFO - inception_4a/5x5_reduce does not need backward computation.
INFO - inception_4a/relu_3x3 does not need backward computation.
INFO - inception_4a/3x3 does not need backward computation.
INFO - inception_4a/relu_3x3_reduce does not need backward computation.
INFO - inception_4a/3x3_reduce does not need backward computation.
INFO - inception_4a/relu_1x1 does not need backward computation.
INFO - inception_4a/1x1 does not need backward computation.
INFO - pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
INFO - pool3/3x3_s2 does not need backward computation.
INFO - inception_3b/output does not need backward computation.
INFO - inception_3b/relu_pool_proj does not need backward computation.
INFO - inception_3b/pool_proj does not need backward computation.
INFO - inception_3b/pool does not need backward computation.
INFO - inception_3b/relu_5x5 does not need backward computation.
INFO - inception_3b/5x5 does not need backward computation.
INFO - inception_3b/relu_5x5_reduce does not need backward computation.
INFO - inception_3b/5x5_reduce does not need backward computation.
INFO - inception_3b/relu_3x3 does not need backward computation.
INFO - inception_3b/3x3 does not need backward computation.
INFO - inception_3b/relu_3x3_reduce does not need backward computation.
INFO - inception_3b/3x3_reduce does not need backward computation.
INFO - inception_3b/relu_1x1 does not need backward computation.
INFO - inception_3b/1x1 does not need backward computation.
INFO - inception_3a/output_inception_3a/output_0_split does not need backward computation.
INFO - inception_3a/output does not need backward computation.
INFO - inception_3a/relu_pool_proj does not need backward computation.
INFO - inception_3a/pool_proj does not need backward computation.
INFO - inception_3a/pool does not need backward computation.
INFO - inception_3a/relu_5x5 does not need backward computation.
INFO - inception_3a/5x5 does not need backward computation.
INFO - inception_3a/relu_5x5_reduce does not need backward computation.
INFO - inception_3a/5x5_reduce does not need backward computation.
INFO - inception_3a/relu_3x3 does not need backward computation.
INFO - inception_3a/3x3 does not need backward computation.
INFO - inception_3a/relu_3x3_reduce does not need backward computation.
INFO - inception_3a/3x3_reduce does not need backward computation.
INFO - inception_3a/relu_1x1 does not need backward computation.
INFO - inception_3a/1x1 does not need backward computation.
INFO - pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
INFO - pool2/3x3_s2 does not need backward computation.
INFO - conv2/norm2 does not need backward computation.
INFO - conv2/relu_3x3 does not need backward computation.
INFO - conv2/3x3 does not need backward computation.
INFO - conv2/relu_3x3_reduce does not need backward computation.
INFO - conv2/3x3_reduce does not need backward computation.
INFO - pool1/norm1 does not need backward computation.
INFO - pool1/3x3_s2 does not need backward computation.
INFO - conv1/relu_7x7 does not need backward computation.
INFO - conv1/7x7_s2 does not need backward computation.
INFO - googlenet does not need backward computation.
INFO - This network produces output label
INFO - This network produces output prob
INFO - Network initialization done.
INFO - Using pre-trained weights from ../../models/buildings/imgnet/bvlc_googlenet.caffemodel

INFO - Attempting to upgrade input file specified using deprecated V1LayerParameter: ../../models/buildings/imgnet/bvlc_googlenet.caffemodel
INFO - Successfully upgraded file specified using deprecated V1LayerParameter
INFO - Ignoring source layer data
INFO - Ignoring source layer label_data_1_split
INFO - Ignoring source layer loss1/ave_pool
INFO - Ignoring source layer loss1/conv
INFO - Ignoring source layer loss1/relu_conv
INFO - Ignoring source layer loss1/fc
INFO - Ignoring source layer loss1/relu_fc
INFO - Ignoring source layer loss1/drop_fc
INFO - Ignoring source layer loss1/classifier
INFO - Ignoring source layer loss1/loss
INFO - Ignoring source layer loss2/ave_pool
INFO - Ignoring source layer loss2/conv
INFO - Ignoring source layer loss2/relu_conv
INFO - Ignoring source layer loss2/fc
INFO - Ignoring source layer loss2/relu_fc
INFO - Ignoring source layer loss2/drop_fc
INFO - Ignoring source layer loss2/classifier
INFO - Ignoring source layer loss2/loss
INFO - Ignoring source layer pool5/drop_7x7_s1
ERROR - service ogolny prediction call failed