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March 30, 2016 07:26
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| Log file created at: 2016/03/30 00:58:05 | |
| Running on machine: ip-172-31-38-100 | |
| Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg | |
| I0330 00:58:05.628971 10583 caffe.cpp:185] Using GPUs 0 | |
| I0330 00:58:05.885462 10583 caffe.cpp:190] GPU 0: GRID K520 | |
| I0330 00:58:06.003937 10583 solver.cpp:48] Initializing solver from parameters: | |
| test_iter: 1000 | |
| test_interval: 5000 | |
| base_lr: 0.01 | |
| display: 500 | |
| max_iter: 100000000 | |
| lr_policy: "fixed" | |
| momentum: 0.9 | |
| snapshot: 50000 | |
| snapshot_prefix: "/mnt/snapshots/mixed_lstm8_bn" | |
| solver_mode: GPU | |
| device_id: 0 | |
| test_compute_loss: true | |
| net_param { | |
| name: "mixed_lstm" | |
| layer { | |
| name: "data" | |
| type: "Python" | |
| top: "data" | |
| top: "label" | |
| top: "label_cont" | |
| top: "label2" | |
| include { | |
| phase: TRAIN | |
| } | |
| python_param { | |
| module: "python_data" | |
| layer: "PythonCaptchaDataLayerRecurrent" | |
| param_str: "{\'filelist_cmd\': \'cat /mnt2/captchas/filelist_enru_all_4.txt | awk -F / \\\'{split($NF,a,\"_\"); if(a[length(a)-1] ~ /^[0-9a-zA-Z\320\260-\321\217\320\220-\320\257]{1,10}$/) {print $0}}\\\'\', \'batch_size\': 8,\'seed\': None,\'max_len\': 22,\'classes\': \'qwertyuiopasdfghjklzxcvbnm0123456789\320\260\320\261\320\262\320\263\320\264\320\265\320\266\320\267\320\270\320\271\320\272\320\273\320\274\320\275\320\276\320\277\321\200\321\201\321\202\321\203\321\204\321\205\321\206\321\207\321\210\321\211\321\212\321\214\321\213\321\215\321\216\321\217 ,.\\\'-\',\'shuffle\': True, \'preprocess\': [[\'gray\'], [\'resize\', (150, 50), Image.BILINEAR], [\'subtract-mean\'], [\'normalize\']], \'data_shape\': (1,50,150), \'label_shape\': (22,), \'debug\': False}" | |
| } | |
| } | |
| layer { | |
| name: "data" | |
| type: "Python" | |
| top: "data" | |
| top: "label" | |
| top: "label_cont" | |
| top: "label2" | |
| include { | |
| phase: TEST | |
| } | |
| python_param { | |
| module: "python_data" | |
| layer: "PythonCaptchaDataLayerRecurrent" | |
| param_str: "{\'filelist_cmd\': \'cat /mnt2/captchas/filelist_enru_rucaptcha_test.txt | awk -F / \\\'{split($NF,a,\"_\"); if(a[length(a)-1] ~ /^[0-9a-zA-Z\320\260-\321\217\320\220-\320\257]{1,10}$/) {print $0}}\\\'\',\'batch_size\': 1,\'seed\': 10,\'max_len\': 22,\'classes\': \'qwertyuiopasdfghjklzxcvbnm0123456789\320\260\320\261\320\262\320\263\320\264\320\265\320\266\320\267\320\270\320\271\320\272\320\273\320\274\320\275\320\276\320\277\321\200\321\201\321\202\321\203\321\204\321\205\321\206\321\207\321\210\321\211\321\212\321\214\321\213\321\215\321\216\321\217 ,.\\\'-\',\'shuffle\': True, \'preprocess\': [[\'gray\'], [\'resize\', (150, 50), Image.BILINEAR], [\'subtract-mean\'], [\'normalize\']], \'data_shape\': (1,50,150), \'label_shape\': (22,), \'debug\': False, \'num_files\': 1000}" | |
| } | |
| } | |
| layer { | |
| name: "dummy" | |
| type: "DummyData" | |
| top: "dummy" | |
| include { | |
| phase: TRAIN | |
| } | |
| dummy_data_param { | |
| shape { | |
| dim: 22 | |
| dim: 8 | |
| dim: 1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "dummy" | |
| type: "DummyData" | |
| top: "dummy" | |
| include { | |
| phase: TEST | |
| } | |
| dummy_data_param { | |
| shape { | |
| dim: 22 | |
| dim: 1 | |
| dim: 1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "silence" | |
| type: "Silence" | |
| bottom: "label2" | |
| } | |
| layer { | |
| name: "conv1/7x7_s2" | |
| type: "Convolution" | |
| bottom: "data" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 3 | |
| kernel_size: 7 | |
| stride: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/bn" | |
| type: "BatchNorm" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/scale" | |
| type: "Scale" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv1/relu_7x7" | |
| type: "ReLU" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| } | |
| layer { | |
| name: "pool1/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv1/7x7_s2" | |
| top: "pool1/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "pool1/norm1" | |
| type: "LRN" | |
| bottom: "pool1/3x3_s2" | |
| top: "pool1/norm1" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool1/norm1" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| } | |
| layer { | |
| name: "conv2/3x3" | |
| type: "Convolution" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3" | |
| type: "ReLU" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| } | |
| layer { | |
| name: "conv2/norm2" | |
| type: "LRN" | |
| bottom: "conv2/3x3" | |
| top: "conv2/norm2" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "pool2/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv2/norm2" | |
| top: "pool2/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| } | |
| layer { | |
| name: "inception_3a/pool" | |
| type: "Pooling" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3a/pool" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3a/output" | |
| type: "Concat" | |
| bottom: "inception_3a/1x1" | |
| bottom: "inception_3a/3x3" | |
| bottom: "inception_3a/5x5" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/output" | |
| } | |
| layer { | |
| name: "inception_3b/1x1" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| } | |
| layer { | |
| name: "inception_3b/pool" | |
| type: "Pooling" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3b/pool" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3b/output" | |
| type: "Concat" | |
| bottom: "inception_3b/1x1" | |
| bottom: "inception_3b/3x3" | |
| bottom: "inception_3b/5x5" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/output" | |
| } | |
| layer { | |
| name: "pool3/3x3_s2" | |
| type: "Pooling" | |
| bottom: "inception_3b/output" | |
| top: "pool3/3x3_s2" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 208 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 48 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| } | |
| layer { | |
| name: "inception_4a/pool" | |
| type: "Pooling" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_4a/pool" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_4a/output" | |
| type: "Concat" | |
| bottom: "inception_4a/1x1" | |
| bottom: "inception_4a/3x3" | |
| bottom: "inception_4a/5x5" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/output" | |
| } | |
| layer { | |
| name: "loss1/ave_pool" | |
| type: "Pooling" | |
| bottom: "inception_4a/output" | |
| top: "loss1/ave_pool" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 5 | |
| stride: 3 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv" | |
| type: "Convolution" | |
| bottom: "loss1/ave_pool" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.08 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/scale" | |
| type: "Scale" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_conv" | |
| type: "ReLU" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| } | |
| layer { | |
| name: "loss1/fc" | |
| type: "InnerProduct" | |
| bottom: "loss1/conv" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| inner_product_param { | |
| num_output: 1024 | |
| bias_term: false | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.02 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/scale" | |
| type: "Scale" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_fc" | |
| type: "ReLU" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| } | |
| layer { | |
| name: "loss1/drop_fc" | |
| type: "Dropout" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| dropout_param { | |
| dropout_ratio: 0.7 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm" | |
| type: "LSTM" | |
| bottom: "dummy" | |
| bottom: "label_cont" | |
| bottom: "loss1/fc" | |
| top: "loss1/lstm" | |
| recurrent_param { | |
| num_output: 512 | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/predict" | |
| type: "InnerProduct" | |
| bottom: "loss1/lstm" | |
| top: "loss1/predict" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 0 | |
| } | |
| inner_product_param { | |
| num_output: 74 | |
| weight_filler { | |
| type: "xavier" | |
| } | |
| bias_filler { | |
| type: "constant" | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/cross_entropy_loss" | |
| type: "SoftmaxWithLoss" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/cross_entropy_loss" | |
| loss_weight: 0.3 | |
| loss_param { | |
| ignore_label: 73 | |
| } | |
| softmax_param { | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy" | |
| accuracy_param { | |
| axis: 2 | |
| ignore_label: 73 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy_top3" | |
| type: "Accuracy" | |
| bott | |
| I0330 00:58:06.008879 10583 solver.cpp:86] Creating training net specified in net_param. | |
| I0330 00:58:06.009675 10583 net.cpp:322] The NetState phase (0) differed from the phase (1) specified by a rule in layer data | |
| I0330 00:58:06.009706 10583 net.cpp:322] The NetState phase (0) differed from the phase (1) specified by a rule in layer dummy | |
| I0330 00:58:06.011446 10583 net.cpp:49] Initializing net from parameters: | |
| name: "mixed_lstm" | |
| state { | |
| phase: TRAIN | |
| } | |
| layer { | |
| name: "data" | |
| type: "Python" | |
| top: "data" | |
| top: "label" | |
| top: "label_cont" | |
| top: "label2" | |
| include { | |
| phase: TRAIN | |
| } | |
| python_param { | |
| module: "python_data" | |
| layer: "PythonCaptchaDataLayerRecurrent" | |
| param_str: "{\'filelist_cmd\': \'cat /mnt2/captchas/filelist_enru_all_4.txt | awk -F / \\\'{split($NF,a,\"_\"); if(a[length(a)-1] ~ /^[0-9a-zA-Z\320\260-\321\217\320\220-\320\257]{1,10}$/) {print $0}}\\\'\', \'batch_size\': 8,\'seed\': None,\'max_len\': 22,\'classes\': \'qwertyuiopasdfghjklzxcvbnm0123456789\320\260\320\261\320\262\320\263\320\264\320\265\320\266\320\267\320\270\320\271\320\272\320\273\320\274\320\275\320\276\320\277\321\200\321\201\321\202\321\203\321\204\321\205\321\206\321\207\321\210\321\211\321\212\321\214\321\213\321\215\321\216\321\217 ,.\\\'-\',\'shuffle\': True, \'preprocess\': [[\'gray\'], [\'resize\', (150, 50), Image.BILINEAR], [\'subtract-mean\'], [\'normalize\']], \'data_shape\': (1,50,150), \'label_shape\': (22,), \'debug\': False}" | |
| } | |
| } | |
| layer { | |
| name: "dummy" | |
| type: "DummyData" | |
| top: "dummy" | |
| include { | |
| phase: TRAIN | |
| } | |
| dummy_data_param { | |
| shape { | |
| dim: 22 | |
| dim: 8 | |
| dim: 1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "silence" | |
| type: "Silence" | |
| bottom: "label2" | |
| } | |
| layer { | |
| name: "conv1/7x7_s2" | |
| type: "Convolution" | |
| bottom: "data" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 3 | |
| kernel_size: 7 | |
| stride: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/bn" | |
| type: "BatchNorm" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/scale" | |
| type: "Scale" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv1/relu_7x7" | |
| type: "ReLU" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| } | |
| layer { | |
| name: "pool1/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv1/7x7_s2" | |
| top: "pool1/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "pool1/norm1" | |
| type: "LRN" | |
| bottom: "pool1/3x3_s2" | |
| top: "pool1/norm1" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool1/norm1" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| } | |
| layer { | |
| name: "conv2/3x3" | |
| type: "Convolution" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3" | |
| type: "ReLU" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| } | |
| layer { | |
| name: "conv2/norm2" | |
| type: "LRN" | |
| bottom: "conv2/3x3" | |
| top: "conv2/norm2" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "pool2/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv2/norm2" | |
| top: "pool2/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| } | |
| layer { | |
| name: "inception_3a/pool" | |
| type: "Pooling" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3a/pool" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3a/output" | |
| type: "Concat" | |
| bottom: "inception_3a/1x1" | |
| bottom: "inception_3a/3x3" | |
| bottom: "inception_3a/5x5" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/output" | |
| } | |
| layer { | |
| name: "inception_3b/1x1" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| } | |
| layer { | |
| name: "inception_3b/pool" | |
| type: "Pooling" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3b/pool" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3b/output" | |
| type: "Concat" | |
| bottom: "inception_3b/1x1" | |
| bottom: "inception_3b/3x3" | |
| bottom: "inception_3b/5x5" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/output" | |
| } | |
| layer { | |
| name: "pool3/3x3_s2" | |
| type: "Pooling" | |
| bottom: "inception_3b/output" | |
| top: "pool3/3x3_s2" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 208 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 48 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| } | |
| layer { | |
| name: "inception_4a/pool" | |
| type: "Pooling" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_4a/pool" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_4a/output" | |
| type: "Concat" | |
| bottom: "inception_4a/1x1" | |
| bottom: "inception_4a/3x3" | |
| bottom: "inception_4a/5x5" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/output" | |
| } | |
| layer { | |
| name: "loss1/ave_pool" | |
| type: "Pooling" | |
| bottom: "inception_4a/output" | |
| top: "loss1/ave_pool" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 5 | |
| stride: 3 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv" | |
| type: "Convolution" | |
| bottom: "loss1/ave_pool" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.08 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/scale" | |
| type: "Scale" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_conv" | |
| type: "ReLU" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| } | |
| layer { | |
| name: "loss1/fc" | |
| type: "InnerProduct" | |
| bottom: "loss1/conv" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| inner_product_param { | |
| num_output: 1024 | |
| bias_term: false | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.02 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/scale" | |
| type: "Scale" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_fc" | |
| type: "ReLU" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| } | |
| layer { | |
| name: "loss1/drop_fc" | |
| type: "Dropout" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| dropout_param { | |
| dropout_ratio: 0.7 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm" | |
| type: "LSTM" | |
| bottom: "dummy" | |
| bottom: "label_cont" | |
| bottom: "loss1/fc" | |
| top: "loss1/lstm" | |
| recurrent_param { | |
| num_output: 512 | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/predict" | |
| type: "InnerProduct" | |
| bottom: "loss1/lstm" | |
| top: "loss1/predict" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 0 | |
| } | |
| inner_product_param { | |
| num_output: 74 | |
| weight_filler { | |
| type: "xavier" | |
| } | |
| bias_filler { | |
| type: "constant" | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/cross_entropy_loss" | |
| type: "SoftmaxWithLoss" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/cross_entropy_loss" | |
| loss_weight: 0.3 | |
| loss_param { | |
| ignore_label: 73 | |
| } | |
| softmax_param { | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy" | |
| accuracy_param { | |
| axis: 2 | |
| ignore_label: 73 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy_top3" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy_top3" | |
| accuracy_param { | |
| top_k: 3 | |
| axis: 2 | |
| ignore_label: 73 | |
| } | |
| } | |
| layer { | |
| name: "loss1/cross_entropy_loss_incl_empty" | |
| type: "SoftmaxWithLoss" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/cross_entropy_loss_incl_empty" | |
| loss_weight: 0.3 | |
| loss_param { | |
| ignore_label: -1 | |
| } | |
| softmax_param { | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy_incl_empty" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy_incl_empty" | |
| accuracy_param { | |
| axis: 2 | |
| ignore_label: -1 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 160 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 112 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_4b/3x3" | |
| type: "Convolution" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 224 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 24 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_4b/5x5" | |
| type: "Convolution" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/5x5/bn" | |
| I0330 00:58:06.018074 10583 layer_factory.hpp:77] Creating layer data | |
| I0330 00:58:06.923012 10583 net.cpp:106] Creating Layer data | |
| I0330 00:58:06.923077 10583 net.cpp:411] data -> data | |
| I0330 00:58:06.923130 10583 net.cpp:411] data -> label | |
| I0330 00:58:06.923169 10583 net.cpp:411] data -> label_cont | |
| I0330 00:58:06.923203 10583 net.cpp:411] data -> label2 | |
| I0330 00:58:45.199749 10583 net.cpp:150] Setting up data | |
| I0330 00:58:45.199880 10583 net.cpp:157] Top shape: 8 1 50 150 (60000) | |
| I0330 00:58:45.199900 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.199913 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.199925 10583 net.cpp:157] Top shape: 8 22 (176) | |
| I0330 00:58:45.199936 10583 net.cpp:165] Memory required for data: 242112 | |
| I0330 00:58:45.199957 10583 layer_factory.hpp:77] Creating layer label_data_1_split | |
| I0330 00:58:45.199990 10583 net.cpp:106] Creating Layer label_data_1_split | |
| I0330 00:58:45.200006 10583 net.cpp:454] label_data_1_split <- label | |
| I0330 00:58:45.200037 10583 net.cpp:411] label_data_1_split -> label_data_1_split_0 | |
| I0330 00:58:45.200062 10583 net.cpp:411] label_data_1_split -> label_data_1_split_1 | |
| I0330 00:58:45.200078 10583 net.cpp:411] label_data_1_split -> label_data_1_split_2 | |
| I0330 00:58:45.200093 10583 net.cpp:411] label_data_1_split -> label_data_1_split_3 | |
| I0330 00:58:45.200108 10583 net.cpp:411] label_data_1_split -> label_data_1_split_4 | |
| I0330 00:58:45.200122 10583 net.cpp:411] label_data_1_split -> label_data_1_split_5 | |
| I0330 00:58:45.200136 10583 net.cpp:411] label_data_1_split -> label_data_1_split_6 | |
| I0330 00:58:45.200150 10583 net.cpp:411] label_data_1_split -> label_data_1_split_7 | |
| I0330 00:58:45.200166 10583 net.cpp:411] label_data_1_split -> label_data_1_split_8 | |
| I0330 00:58:45.200181 10583 net.cpp:411] label_data_1_split -> label_data_1_split_9 | |
| I0330 00:58:45.200194 10583 net.cpp:411] label_data_1_split -> label_data_1_split_10 | |
| I0330 00:58:45.200209 10583 net.cpp:411] label_data_1_split -> label_data_1_split_11 | |
| I0330 00:58:45.200227 10583 net.cpp:411] label_data_1_split -> label_data_1_split_12 | |
| I0330 00:58:45.200243 10583 net.cpp:411] label_data_1_split -> label_data_1_split_13 | |
| I0330 00:58:45.200258 10583 net.cpp:411] label_data_1_split -> label_data_1_split_14 | |
| I0330 00:58:45.200423 10583 net.cpp:150] Setting up label_data_1_split | |
| I0330 00:58:45.200441 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200453 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200465 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200476 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200487 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200500 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200510 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200521 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200532 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200546 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200556 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200568 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200579 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200592 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200603 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200613 10583 net.cpp:165] Memory required for data: 252672 | |
| I0330 00:58:45.200623 10583 layer_factory.hpp:77] Creating layer label_cont_data_2_split | |
| I0330 00:58:45.200637 10583 net.cpp:106] Creating Layer label_cont_data_2_split | |
| I0330 00:58:45.200649 10583 net.cpp:454] label_cont_data_2_split <- label_cont | |
| I0330 00:58:45.200666 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_0 | |
| I0330 00:58:45.200681 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_1 | |
| I0330 00:58:45.200695 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_2 | |
| I0330 00:58:45.200741 10583 net.cpp:150] Setting up label_cont_data_2_split | |
| I0330 00:58:45.200757 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200768 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200779 10583 net.cpp:157] Top shape: 22 8 (176) | |
| I0330 00:58:45.200789 10583 net.cpp:165] Memory required for data: 254784 | |
| I0330 00:58:45.200800 10583 layer_factory.hpp:77] Creating layer label2_data_3_split | |
| I0330 00:58:45.200814 10583 net.cpp:106] Creating Layer label2_data_3_split | |
| I0330 00:58:45.200824 10583 net.cpp:454] label2_data_3_split <- label2 | |
| I0330 00:58:45.200837 10583 net.cpp:411] label2_data_3_split -> label2_data_3_split_0 | |
| I0330 00:58:45.200867 10583 net.cpp:411] label2_data_3_split -> label2_data_3_split_1 | |
| I0330 00:58:45.200907 10583 net.cpp:150] Setting up label2_data_3_split | |
| I0330 00:58:45.200922 10583 net.cpp:157] Top shape: 8 22 (176) | |
| I0330 00:58:45.200934 10583 net.cpp:157] Top shape: 8 22 (176) | |
| I0330 00:58:45.200944 10583 net.cpp:165] Memory required for data: 256192 | |
| I0330 00:58:45.200956 10583 layer_factory.hpp:77] Creating layer dummy | |
| I0330 00:58:45.200984 10583 net.cpp:106] Creating Layer dummy | |
| I0330 00:58:45.200999 10583 net.cpp:411] dummy -> dummy | |
| I0330 00:58:45.201076 10583 net.cpp:150] Setting up dummy | |
| I0330 00:58:45.201094 10583 net.cpp:157] Top shape: 22 8 1 (176) | |
| I0330 00:58:45.201104 10583 net.cpp:165] Memory required for data: 256896 | |
| I0330 00:58:45.201115 10583 layer_factory.hpp:77] Creating layer dummy_dummy_0_split | |
| I0330 00:58:45.201128 10583 net.cpp:106] Creating Layer dummy_dummy_0_split | |
| I0330 00:58:45.201139 10583 net.cpp:454] dummy_dummy_0_split <- dummy | |
| I0330 00:58:45.201153 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_0 | |
| I0330 00:58:45.201166 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_1 | |
| I0330 00:58:45.201180 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_2 | |
| I0330 00:58:45.201231 10583 net.cpp:150] Setting up dummy_dummy_0_split | |
| I0330 00:58:45.201247 10583 net.cpp:157] Top shape: 22 8 1 (176) | |
| I0330 00:58:45.201258 10583 net.cpp:157] Top shape: 22 8 1 (176) | |
| I0330 00:58:45.201269 10583 net.cpp:157] Top shape: 22 8 1 (176) | |
| I0330 00:58:45.201279 10583 net.cpp:165] Memory required for data: 259008 | |
| I0330 00:58:45.201289 10583 layer_factory.hpp:77] Creating layer silence | |
| I0330 00:58:45.201336 10583 net.cpp:106] Creating Layer silence | |
| I0330 00:58:45.201359 10583 net.cpp:454] silence <- label2_data_3_split_0 | |
| I0330 00:58:45.201377 10583 net.cpp:150] Setting up silence | |
| I0330 00:58:45.201388 10583 net.cpp:165] Memory required for data: 259008 | |
| I0330 00:58:45.201400 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2 | |
| I0330 00:58:45.201426 10583 net.cpp:106] Creating Layer conv1/7x7_s2 | |
| I0330 00:58:45.201439 10583 net.cpp:454] conv1/7x7_s2 <- data | |
| I0330 00:58:45.201458 10583 net.cpp:411] conv1/7x7_s2 -> conv1/7x7_s2 | |
| I0330 00:58:45.344163 10583 net.cpp:150] Setting up conv1/7x7_s2 | |
| I0330 00:58:45.344239 10583 net.cpp:157] Top shape: 8 64 50 150 (3840000) | |
| I0330 00:58:45.344254 10583 net.cpp:165] Memory required for data: 15619008 | |
| I0330 00:58:45.344285 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/bn | |
| I0330 00:58:45.344316 10583 net.cpp:106] Creating Layer conv1/7x7_s2/bn | |
| I0330 00:58:45.344331 10583 net.cpp:454] conv1/7x7_s2/bn <- conv1/7x7_s2 | |
| I0330 00:58:45.344346 10583 net.cpp:397] conv1/7x7_s2/bn -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:45.345105 10583 net.cpp:150] Setting up conv1/7x7_s2/bn | |
| I0330 00:58:45.345145 10583 net.cpp:157] Top shape: 8 64 50 150 (3840000) | |
| I0330 00:58:45.345157 10583 net.cpp:165] Memory required for data: 30979008 | |
| I0330 00:58:45.345188 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/scale | |
| I0330 00:58:45.345211 10583 net.cpp:106] Creating Layer conv1/7x7_s2/scale | |
| I0330 00:58:45.345223 10583 net.cpp:454] conv1/7x7_s2/scale <- conv1/7x7_s2 | |
| I0330 00:58:45.345237 10583 net.cpp:397] conv1/7x7_s2/scale -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:45.345304 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/scale | |
| I0330 00:58:45.345451 10583 net.cpp:150] Setting up conv1/7x7_s2/scale | |
| I0330 00:58:45.345490 10583 net.cpp:157] Top shape: 8 64 50 150 (3840000) | |
| I0330 00:58:45.345511 10583 net.cpp:165] Memory required for data: 46339008 | |
| I0330 00:58:45.345543 10583 layer_factory.hpp:77] Creating layer conv1/relu_7x7 | |
| I0330 00:58:45.345566 10583 net.cpp:106] Creating Layer conv1/relu_7x7 | |
| I0330 00:58:45.345577 10583 net.cpp:454] conv1/relu_7x7 <- conv1/7x7_s2 | |
| I0330 00:58:45.345592 10583 net.cpp:397] conv1/relu_7x7 -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:45.345779 10583 net.cpp:150] Setting up conv1/relu_7x7 | |
| I0330 00:58:45.345815 10583 net.cpp:157] Top shape: 8 64 50 150 (3840000) | |
| I0330 00:58:45.345829 10583 net.cpp:165] Memory required for data: 61699008 | |
| I0330 00:58:45.345871 10583 layer_factory.hpp:77] Creating layer pool1/3x3_s2 | |
| I0330 00:58:45.345895 10583 net.cpp:106] Creating Layer pool1/3x3_s2 | |
| I0330 00:58:45.345907 10583 net.cpp:454] pool1/3x3_s2 <- conv1/7x7_s2 | |
| I0330 00:58:45.345924 10583 net.cpp:411] pool1/3x3_s2 -> pool1/3x3_s2 | |
| I0330 00:58:45.346227 10583 net.cpp:150] Setting up pool1/3x3_s2 | |
| I0330 00:58:45.346258 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.346271 10583 net.cpp:165] Memory required for data: 65539008 | |
| I0330 00:58:45.346282 10583 layer_factory.hpp:77] Creating layer pool1/norm1 | |
| I0330 00:58:45.346309 10583 net.cpp:106] Creating Layer pool1/norm1 | |
| I0330 00:58:45.346323 10583 net.cpp:454] pool1/norm1 <- pool1/3x3_s2 | |
| I0330 00:58:45.346339 10583 net.cpp:411] pool1/norm1 -> pool1/norm1 | |
| I0330 00:58:45.346563 10583 net.cpp:150] Setting up pool1/norm1 | |
| I0330 00:58:45.346593 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.346606 10583 net.cpp:165] Memory required for data: 69379008 | |
| I0330 00:58:45.346616 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce | |
| I0330 00:58:45.346638 10583 net.cpp:106] Creating Layer conv2/3x3_reduce | |
| I0330 00:58:45.346652 10583 net.cpp:454] conv2/3x3_reduce <- pool1/norm1 | |
| I0330 00:58:45.346667 10583 net.cpp:411] conv2/3x3_reduce -> conv2/3x3_reduce | |
| I0330 00:58:45.347530 10583 net.cpp:150] Setting up conv2/3x3_reduce | |
| I0330 00:58:45.347563 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.347575 10583 net.cpp:165] Memory required for data: 73219008 | |
| I0330 00:58:45.347589 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/bn | |
| I0330 00:58:45.347606 10583 net.cpp:106] Creating Layer conv2/3x3_reduce/bn | |
| I0330 00:58:45.347618 10583 net.cpp:454] conv2/3x3_reduce/bn <- conv2/3x3_reduce | |
| I0330 00:58:45.347635 10583 net.cpp:397] conv2/3x3_reduce/bn -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:45.347827 10583 net.cpp:150] Setting up conv2/3x3_reduce/bn | |
| I0330 00:58:45.347852 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.347869 10583 net.cpp:165] Memory required for data: 77059008 | |
| I0330 00:58:45.347888 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/scale | |
| I0330 00:58:45.347905 10583 net.cpp:106] Creating Layer conv2/3x3_reduce/scale | |
| I0330 00:58:45.347918 10583 net.cpp:454] conv2/3x3_reduce/scale <- conv2/3x3_reduce | |
| I0330 00:58:45.347934 10583 net.cpp:397] conv2/3x3_reduce/scale -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:45.347992 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/scale | |
| I0330 00:58:45.348134 10583 net.cpp:150] Setting up conv2/3x3_reduce/scale | |
| I0330 00:58:45.348158 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.348170 10583 net.cpp:165] Memory required for data: 80899008 | |
| I0330 00:58:45.348183 10583 layer_factory.hpp:77] Creating layer conv2/relu_3x3_reduce | |
| I0330 00:58:45.348202 10583 net.cpp:106] Creating Layer conv2/relu_3x3_reduce | |
| I0330 00:58:45.348215 10583 net.cpp:454] conv2/relu_3x3_reduce <- conv2/3x3_reduce | |
| I0330 00:58:45.348227 10583 net.cpp:397] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:45.348469 10583 net.cpp:150] Setting up conv2/relu_3x3_reduce | |
| I0330 00:58:45.348500 10583 net.cpp:157] Top shape: 8 64 25 75 (960000) | |
| I0330 00:58:45.348512 10583 net.cpp:165] Memory required for data: 84739008 | |
| I0330 00:58:45.348526 10583 layer_factory.hpp:77] Creating layer conv2/3x3 | |
| I0330 00:58:45.348546 10583 net.cpp:106] Creating Layer conv2/3x3 | |
| I0330 00:58:45.348557 10583 net.cpp:454] conv2/3x3 <- conv2/3x3_reduce | |
| I0330 00:58:45.348573 10583 net.cpp:411] conv2/3x3 -> conv2/3x3 | |
| I0330 00:58:45.350608 10583 net.cpp:150] Setting up conv2/3x3 | |
| I0330 00:58:45.350653 10583 net.cpp:157] Top shape: 8 192 25 75 (2880000) | |
| I0330 00:58:45.350666 10583 net.cpp:165] Memory required for data: 96259008 | |
| I0330 00:58:45.350682 10583 layer_factory.hpp:77] Creating layer conv2/3x3/bn | |
| I0330 00:58:45.350699 10583 net.cpp:106] Creating Layer conv2/3x3/bn | |
| I0330 00:58:45.350718 10583 net.cpp:454] conv2/3x3/bn <- conv2/3x3 | |
| I0330 00:58:45.350730 10583 net.cpp:397] conv2/3x3/bn -> conv2/3x3 (in-place) | |
| I0330 00:58:45.350991 10583 net.cpp:150] Setting up conv2/3x3/bn | |
| I0330 00:58:45.351040 10583 net.cpp:157] Top shape: 8 192 25 75 (2880000) | |
| I0330 00:58:45.351052 10583 net.cpp:165] Memory required for data: 107779008 | |
| I0330 00:58:45.351069 10583 layer_factory.hpp:77] Creating layer conv2/3x3/scale | |
| I0330 00:58:45.351088 10583 net.cpp:106] Creating Layer conv2/3x3/scale | |
| I0330 00:58:45.351111 10583 net.cpp:454] conv2/3x3/scale <- conv2/3x3 | |
| I0330 00:58:45.351125 10583 net.cpp:397] conv2/3x3/scale -> conv2/3x3 (in-place) | |
| I0330 00:58:45.351191 10583 layer_factory.hpp:77] Creating layer conv2/3x3/scale | |
| I0330 00:58:45.351327 10583 net.cpp:150] Setting up conv2/3x3/scale | |
| I0330 00:58:45.351366 10583 net.cpp:157] Top shape: 8 192 25 75 (2880000) | |
| I0330 00:58:45.351388 10583 net.cpp:165] Memory required for data: 119299008 | |
| I0330 00:58:45.351426 10583 layer_factory.hpp:77] Creating layer conv2/relu_3x3 | |
| I0330 00:58:45.351445 10583 net.cpp:106] Creating Layer conv2/relu_3x3 | |
| I0330 00:58:45.351457 10583 net.cpp:454] conv2/relu_3x3 <- conv2/3x3 | |
| I0330 00:58:45.351477 10583 net.cpp:397] conv2/relu_3x3 -> conv2/3x3 (in-place) | |
| I0330 00:58:45.351788 10583 net.cpp:150] Setting up conv2/relu_3x3 | |
| I0330 00:58:45.351819 10583 net.cpp:157] Top shape: 8 192 25 75 (2880000) | |
| I0330 00:58:45.351830 10583 net.cpp:165] Memory required for data: 130819008 | |
| I0330 00:58:45.351841 10583 layer_factory.hpp:77] Creating layer conv2/norm2 | |
| I0330 00:58:45.351861 10583 net.cpp:106] Creating Layer conv2/norm2 | |
| I0330 00:58:45.351872 10583 net.cpp:454] conv2/norm2 <- conv2/3x3 | |
| I0330 00:58:45.351887 10583 net.cpp:411] conv2/norm2 -> conv2/norm2 | |
| I0330 00:58:45.352152 10583 net.cpp:150] Setting up conv2/norm2 | |
| I0330 00:58:45.352182 10583 net.cpp:157] Top shape: 8 192 25 75 (2880000) | |
| I0330 00:58:45.352195 10583 net.cpp:165] Memory required for data: 142339008 | |
| I0330 00:58:45.352205 10583 layer_factory.hpp:77] Creating layer pool2/3x3_s2 | |
| I0330 00:58:45.352223 10583 net.cpp:106] Creating Layer pool2/3x3_s2 | |
| I0330 00:58:45.352236 10583 net.cpp:454] pool2/3x3_s2 <- conv2/norm2 | |
| I0330 00:58:45.352252 10583 net.cpp:411] pool2/3x3_s2 -> pool2/3x3_s2 | |
| I0330 00:58:45.352577 10583 net.cpp:150] Setting up pool2/3x3_s2 | |
| I0330 00:58:45.352608 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.352623 10583 net.cpp:165] Memory required for data: 145066944 | |
| I0330 00:58:45.352637 10583 layer_factory.hpp:77] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:45.352654 10583 net.cpp:106] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:45.352666 10583 net.cpp:454] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2 | |
| I0330 00:58:45.352680 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0 | |
| I0330 00:58:45.352696 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1 | |
| I0330 00:58:45.352711 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2 | |
| I0330 00:58:45.352725 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3 | |
| I0330 00:58:45.352831 10583 net.cpp:150] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:45.352854 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.352864 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.352876 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.352887 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.352897 10583 net.cpp:165] Memory required for data: 155978688 | |
| I0330 00:58:45.352907 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1 | |
| I0330 00:58:45.352926 10583 net.cpp:106] Creating Layer inception_3a/1x1 | |
| I0330 00:58:45.352938 10583 net.cpp:454] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0 | |
| I0330 00:58:45.352954 10583 net.cpp:411] inception_3a/1x1 -> inception_3a/1x1 | |
| I0330 00:58:45.353950 10583 net.cpp:150] Setting up inception_3a/1x1 | |
| I0330 00:58:45.353982 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.353994 10583 net.cpp:165] Memory required for data: 156888000 | |
| I0330 00:58:45.354008 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/bn | |
| I0330 00:58:45.354040 10583 net.cpp:106] Creating Layer inception_3a/1x1/bn | |
| I0330 00:58:45.354063 10583 net.cpp:454] inception_3a/1x1/bn <- inception_3a/1x1 | |
| I0330 00:58:45.354091 10583 net.cpp:397] inception_3a/1x1/bn -> inception_3a/1x1 (in-place) | |
| I0330 00:58:45.354876 10583 net.cpp:150] Setting up inception_3a/1x1/bn | |
| I0330 00:58:45.354908 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.354920 10583 net.cpp:165] Memory required for data: 157797312 | |
| I0330 00:58:45.354936 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/scale | |
| I0330 00:58:45.354954 10583 net.cpp:106] Creating Layer inception_3a/1x1/scale | |
| I0330 00:58:45.354986 10583 net.cpp:454] inception_3a/1x1/scale <- inception_3a/1x1 | |
| I0330 00:58:45.355018 10583 net.cpp:397] inception_3a/1x1/scale -> inception_3a/1x1 (in-place) | |
| I0330 00:58:45.355083 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/scale | |
| I0330 00:58:45.355269 10583 net.cpp:150] Setting up inception_3a/1x1/scale | |
| I0330 00:58:45.355305 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.355319 10583 net.cpp:165] Memory required for data: 158706624 | |
| I0330 00:58:45.355334 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_1x1 | |
| I0330 00:58:45.355353 10583 net.cpp:106] Creating Layer inception_3a/relu_1x1 | |
| I0330 00:58:45.355366 10583 net.cpp:454] inception_3a/relu_1x1 <- inception_3a/1x1 | |
| I0330 00:58:45.355378 10583 net.cpp:397] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place) | |
| I0330 00:58:45.355564 10583 net.cpp:150] Setting up inception_3a/relu_1x1 | |
| I0330 00:58:45.355593 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.355614 10583 net.cpp:165] Memory required for data: 159615936 | |
| I0330 00:58:45.355631 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce | |
| I0330 00:58:45.355661 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce | |
| I0330 00:58:45.355684 10583 net.cpp:454] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1 | |
| I0330 00:58:45.355705 10583 net.cpp:411] inception_3a/3x3_reduce -> inception_3a/3x3_reduce | |
| I0330 00:58:45.357182 10583 net.cpp:150] Setting up inception_3a/3x3_reduce | |
| I0330 00:58:45.357216 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.357228 10583 net.cpp:165] Memory required for data: 160979904 | |
| I0330 00:58:45.357242 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/bn | |
| I0330 00:58:45.357261 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce/bn | |
| I0330 00:58:45.357273 10583 net.cpp:454] inception_3a/3x3_reduce/bn <- inception_3a/3x3_reduce | |
| I0330 00:58:45.357286 10583 net.cpp:397] inception_3a/3x3_reduce/bn -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:45.357563 10583 net.cpp:150] Setting up inception_3a/3x3_reduce/bn | |
| I0330 00:58:45.357592 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.357604 10583 net.cpp:165] Memory required for data: 162343872 | |
| I0330 00:58:45.357622 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:45.357641 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:45.357659 10583 net.cpp:454] inception_3a/3x3_reduce/scale <- inception_3a/3x3_reduce | |
| I0330 00:58:45.357684 10583 net.cpp:397] inception_3a/3x3_reduce/scale -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:45.357750 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:45.357945 10583 net.cpp:150] Setting up inception_3a/3x3_reduce/scale | |
| I0330 00:58:45.357980 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.357992 10583 net.cpp:165] Memory required for data: 163707840 | |
| I0330 00:58:45.358012 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3_reduce | |
| I0330 00:58:45.358029 10583 net.cpp:106] Creating Layer inception_3a/relu_3x3_reduce | |
| I0330 00:58:45.358042 10583 net.cpp:454] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce | |
| I0330 00:58:45.358057 10583 net.cpp:397] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:45.358345 10583 net.cpp:150] Setting up inception_3a/relu_3x3_reduce | |
| I0330 00:58:45.358388 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.358402 10583 net.cpp:165] Memory required for data: 165071808 | |
| I0330 00:58:45.358414 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3 | |
| I0330 00:58:45.358439 10583 net.cpp:106] Creating Layer inception_3a/3x3 | |
| I0330 00:58:45.358453 10583 net.cpp:454] inception_3a/3x3 <- inception_3a/3x3_reduce | |
| I0330 00:58:45.358470 10583 net.cpp:411] inception_3a/3x3 -> inception_3a/3x3 | |
| I0330 00:58:45.359961 10583 net.cpp:150] Setting up inception_3a/3x3 | |
| I0330 00:58:45.359995 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.360008 10583 net.cpp:165] Memory required for data: 166890432 | |
| I0330 00:58:45.360020 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/bn | |
| I0330 00:58:45.360039 10583 net.cpp:106] Creating Layer inception_3a/3x3/bn | |
| I0330 00:58:45.360052 10583 net.cpp:454] inception_3a/3x3/bn <- inception_3a/3x3 | |
| I0330 00:58:45.360067 10583 net.cpp:397] inception_3a/3x3/bn -> inception_3a/3x3 (in-place) | |
| I0330 00:58:45.360321 10583 net.cpp:150] Setting up inception_3a/3x3/bn | |
| I0330 00:58:45.360350 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.360362 10583 net.cpp:165] Memory required for data: 168709056 | |
| I0330 00:58:45.360388 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/scale | |
| I0330 00:58:45.360409 10583 net.cpp:106] Creating Layer inception_3a/3x3/scale | |
| I0330 00:58:45.360430 10583 net.cpp:454] inception_3a/3x3/scale <- inception_3a/3x3 | |
| I0330 00:58:45.360456 10583 net.cpp:397] inception_3a/3x3/scale -> inception_3a/3x3 (in-place) | |
| I0330 00:58:45.360539 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/scale | |
| I0330 00:58:45.360682 10583 net.cpp:150] Setting up inception_3a/3x3/scale | |
| I0330 00:58:45.360708 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.360720 10583 net.cpp:165] Memory required for data: 170527680 | |
| I0330 00:58:45.360735 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3 | |
| I0330 00:58:45.360749 10583 net.cpp:106] Creating Layer inception_3a/relu_3x3 | |
| I0330 00:58:45.360760 10583 net.cpp:454] inception_3a/relu_3x3 <- inception_3a/3x3 | |
| I0330 00:58:45.360775 10583 net.cpp:397] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place) | |
| I0330 00:58:45.361012 10583 net.cpp:150] Setting up inception_3a/relu_3x3 | |
| I0330 00:58:45.361043 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.361058 10583 net.cpp:165] Memory required for data: 172346304 | |
| I0330 00:58:45.361070 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce | |
| I0330 00:58:45.361088 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce | |
| I0330 00:58:45.361100 10583 net.cpp:454] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2 | |
| I0330 00:58:45.361117 10583 net.cpp:411] inception_3a/5x5_reduce -> inception_3a/5x5_reduce | |
| I0330 00:58:45.361969 10583 net.cpp:150] Setting up inception_3a/5x5_reduce | |
| I0330 00:58:45.362001 10583 net.cpp:157] Top shape: 8 16 12 37 (56832) | |
| I0330 00:58:45.362013 10583 net.cpp:165] Memory required for data: 172573632 | |
| I0330 00:58:45.362027 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/bn | |
| I0330 00:58:45.362046 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce/bn | |
| I0330 00:58:45.362058 10583 net.cpp:454] inception_3a/5x5_reduce/bn <- inception_3a/5x5_reduce | |
| I0330 00:58:45.362072 10583 net.cpp:397] inception_3a/5x5_reduce/bn -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:45.362282 10583 net.cpp:150] Setting up inception_3a/5x5_reduce/bn | |
| I0330 00:58:45.362308 10583 net.cpp:157] Top shape: 8 16 12 37 (56832) | |
| I0330 00:58:45.362319 10583 net.cpp:165] Memory required for data: 172800960 | |
| I0330 00:58:45.362334 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:45.362349 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:45.362361 10583 net.cpp:454] inception_3a/5x5_reduce/scale <- inception_3a/5x5_reduce | |
| I0330 00:58:45.362375 10583 net.cpp:397] inception_3a/5x5_reduce/scale -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:45.362432 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:45.362586 10583 net.cpp:150] Setting up inception_3a/5x5_reduce/scale | |
| I0330 00:58:45.362612 10583 net.cpp:157] Top shape: 8 16 12 37 (56832) | |
| I0330 00:58:45.362623 10583 net.cpp:165] Memory required for data: 173028288 | |
| I0330 00:58:45.362639 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5_reduce | |
| I0330 00:58:45.362654 10583 net.cpp:106] Creating Layer inception_3a/relu_5x5_reduce | |
| I0330 00:58:45.362669 10583 net.cpp:454] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce | |
| I0330 00:58:45.362682 10583 net.cpp:397] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:45.362957 10583 net.cpp:150] Setting up inception_3a/relu_5x5_reduce | |
| I0330 00:58:45.363003 10583 net.cpp:157] Top shape: 8 16 12 37 (56832) | |
| I0330 00:58:45.363015 10583 net.cpp:165] Memory required for data: 173255616 | |
| I0330 00:58:45.363026 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5 | |
| I0330 00:58:45.363047 10583 net.cpp:106] Creating Layer inception_3a/5x5 | |
| I0330 00:58:45.363062 10583 net.cpp:454] inception_3a/5x5 <- inception_3a/5x5_reduce | |
| I0330 00:58:45.363078 10583 net.cpp:411] inception_3a/5x5 -> inception_3a/5x5 | |
| I0330 00:58:45.364024 10583 net.cpp:150] Setting up inception_3a/5x5 | |
| I0330 00:58:45.364058 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.364069 10583 net.cpp:165] Memory required for data: 173710272 | |
| I0330 00:58:45.364083 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/bn | |
| I0330 00:58:45.364099 10583 net.cpp:106] Creating Layer inception_3a/5x5/bn | |
| I0330 00:58:45.364112 10583 net.cpp:454] inception_3a/5x5/bn <- inception_3a/5x5 | |
| I0330 00:58:45.364130 10583 net.cpp:397] inception_3a/5x5/bn -> inception_3a/5x5 (in-place) | |
| I0330 00:58:45.364362 10583 net.cpp:150] Setting up inception_3a/5x5/bn | |
| I0330 00:58:45.364394 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.364406 10583 net.cpp:165] Memory required for data: 174164928 | |
| I0330 00:58:45.364423 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/scale | |
| I0330 00:58:45.364442 10583 net.cpp:106] Creating Layer inception_3a/5x5/scale | |
| I0330 00:58:45.364454 10583 net.cpp:454] inception_3a/5x5/scale <- inception_3a/5x5 | |
| I0330 00:58:45.364470 10583 net.cpp:397] inception_3a/5x5/scale -> inception_3a/5x5 (in-place) | |
| I0330 00:58:45.364528 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/scale | |
| I0330 00:58:45.364671 10583 net.cpp:150] Setting up inception_3a/5x5/scale | |
| I0330 00:58:45.364689 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.364699 10583 net.cpp:165] Memory required for data: 174619584 | |
| I0330 00:58:45.364716 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5 | |
| I0330 00:58:45.364733 10583 net.cpp:106] Creating Layer inception_3a/relu_5x5 | |
| I0330 00:58:45.364747 10583 net.cpp:454] inception_3a/relu_5x5 <- inception_3a/5x5 | |
| I0330 00:58:45.364758 10583 net.cpp:397] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place) | |
| I0330 00:58:45.365036 10583 net.cpp:150] Setting up inception_3a/relu_5x5 | |
| I0330 00:58:45.365067 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.365078 10583 net.cpp:165] Memory required for data: 175074240 | |
| I0330 00:58:45.365089 10583 layer_factory.hpp:77] Creating layer inception_3a/pool | |
| I0330 00:58:45.365109 10583 net.cpp:106] Creating Layer inception_3a/pool | |
| I0330 00:58:45.365123 10583 net.cpp:454] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3 | |
| I0330 00:58:45.365135 10583 net.cpp:411] inception_3a/pool -> inception_3a/pool | |
| I0330 00:58:45.365198 10583 net.cpp:150] Setting up inception_3a/pool | |
| I0330 00:58:45.365216 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.365226 10583 net.cpp:165] Memory required for data: 177802176 | |
| I0330 00:58:45.365237 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj | |
| I0330 00:58:45.365259 10583 net.cpp:106] Creating Layer inception_3a/pool_proj | |
| I0330 00:58:45.365272 10583 net.cpp:454] inception_3a/pool_proj <- inception_3a/pool | |
| I0330 00:58:45.365285 10583 net.cpp:411] inception_3a/pool_proj -> inception_3a/pool_proj | |
| I0330 00:58:45.366129 10583 net.cpp:150] Setting up inception_3a/pool_proj | |
| I0330 00:58:45.366163 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.366174 10583 net.cpp:165] Memory required for data: 178256832 | |
| I0330 00:58:45.366188 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/bn | |
| I0330 00:58:45.366206 10583 net.cpp:106] Creating Layer inception_3a/pool_proj/bn | |
| I0330 00:58:45.366219 10583 net.cpp:454] inception_3a/pool_proj/bn <- inception_3a/pool_proj | |
| I0330 00:58:45.366235 10583 net.cpp:397] inception_3a/pool_proj/bn -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:45.366464 10583 net.cpp:150] Setting up inception_3a/pool_proj/bn | |
| I0330 00:58:45.366498 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.366510 10583 net.cpp:165] Memory required for data: 178711488 | |
| I0330 00:58:45.366528 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/scale | |
| I0330 00:58:45.366542 10583 net.cpp:106] Creating Layer inception_3a/pool_proj/scale | |
| I0330 00:58:45.366554 10583 net.cpp:454] inception_3a/pool_proj/scale <- inception_3a/pool_proj | |
| I0330 00:58:45.366567 10583 net.cpp:397] inception_3a/pool_proj/scale -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:45.366626 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/scale | |
| I0330 00:58:45.366760 10583 net.cpp:150] Setting up inception_3a/pool_proj/scale | |
| I0330 00:58:45.366780 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.366791 10583 net.cpp:165] Memory required for data: 179166144 | |
| I0330 00:58:45.366804 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_pool_proj | |
| I0330 00:58:45.366828 10583 net.cpp:106] Creating Layer inception_3a/relu_pool_proj | |
| I0330 00:58:45.366840 10583 net.cpp:454] inception_3a/relu_pool_proj <- inception_3a/pool_proj | |
| I0330 00:58:45.366853 10583 net.cpp:397] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:45.367143 10583 net.cpp:150] Setting up inception_3a/relu_pool_proj | |
| I0330 00:58:45.367173 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.367185 10583 net.cpp:165] Memory required for data: 179620800 | |
| I0330 00:58:45.367197 10583 layer_factory.hpp:77] Creating layer inception_3a/output | |
| I0330 00:58:45.367210 10583 net.cpp:106] Creating Layer inception_3a/output | |
| I0330 00:58:45.367223 10583 net.cpp:454] inception_3a/output <- inception_3a/1x1 | |
| I0330 00:58:45.367234 10583 net.cpp:454] inception_3a/output <- inception_3a/3x3 | |
| I0330 00:58:45.367245 10583 net.cpp:454] inception_3a/output <- inception_3a/5x5 | |
| I0330 00:58:45.367256 10583 net.cpp:454] inception_3a/output <- inception_3a/pool_proj | |
| I0330 00:58:45.367271 10583 net.cpp:411] inception_3a/output -> inception_3a/output | |
| I0330 00:58:45.367316 10583 net.cpp:150] Setting up inception_3a/output | |
| I0330 00:58:45.367336 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.367350 10583 net.cpp:165] Memory required for data: 183258048 | |
| I0330 00:58:45.367372 10583 layer_factory.hpp:77] Creating layer inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:45.367385 10583 net.cpp:106] Creating Layer inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:45.367396 10583 net.cpp:454] inception_3a/output_inception_3a/output_0_split <- inception_3a/output | |
| I0330 00:58:45.367409 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0 | |
| I0330 00:58:45.367424 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1 | |
| I0330 00:58:45.367449 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2 | |
| I0330 00:58:45.367465 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3 | |
| I0330 00:58:45.367539 10583 net.cpp:150] Setting up inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:45.367555 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.367568 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.367578 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.367604 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.367614 10583 net.cpp:165] Memory required for data: 197807040 | |
| I0330 00:58:45.367625 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1 | |
| I0330 00:58:45.367643 10583 net.cpp:106] Creating Layer inception_3b/1x1 | |
| I0330 00:58:45.367656 10583 net.cpp:454] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0 | |
| I0330 00:58:45.367672 10583 net.cpp:411] inception_3b/1x1 -> inception_3b/1x1 | |
| I0330 00:58:45.368742 10583 net.cpp:150] Setting up inception_3b/1x1 | |
| I0330 00:58:45.368774 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.368787 10583 net.cpp:165] Memory required for data: 199625664 | |
| I0330 00:58:45.368800 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/bn | |
| I0330 00:58:45.368818 10583 net.cpp:106] Creating Layer inception_3b/1x1/bn | |
| I0330 00:58:45.368834 10583 net.cpp:454] inception_3b/1x1/bn <- inception_3b/1x1 | |
| I0330 00:58:45.368860 10583 net.cpp:397] inception_3b/1x1/bn -> inception_3b/1x1 (in-place) | |
| I0330 00:58:45.369138 10583 net.cpp:150] Setting up inception_3b/1x1/bn | |
| I0330 00:58:45.369166 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.369179 10583 net.cpp:165] Memory required for data: 201444288 | |
| I0330 00:58:45.369195 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/scale | |
| I0330 00:58:45.369212 10583 net.cpp:106] Creating Layer inception_3b/1x1/scale | |
| I0330 00:58:45.369225 10583 net.cpp:454] inception_3b/1x1/scale <- inception_3b/1x1 | |
| I0330 00:58:45.369238 10583 net.cpp:397] inception_3b/1x1/scale -> inception_3b/1x1 (in-place) | |
| I0330 00:58:45.369295 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/scale | |
| I0330 00:58:45.369456 10583 net.cpp:150] Setting up inception_3b/1x1/scale | |
| I0330 00:58:45.369494 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.369513 10583 net.cpp:165] Memory required for data: 203262912 | |
| I0330 00:58:45.369530 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_1x1 | |
| I0330 00:58:45.369546 10583 net.cpp:106] Creating Layer inception_3b/relu_1x1 | |
| I0330 00:58:45.369559 10583 net.cpp:454] inception_3b/relu_1x1 <- inception_3b/1x1 | |
| I0330 00:58:45.369572 10583 net.cpp:397] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place) | |
| I0330 00:58:45.369781 10583 net.cpp:150] Setting up inception_3b/relu_1x1 | |
| I0330 00:58:45.369810 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.369822 10583 net.cpp:165] Memory required for data: 205081536 | |
| I0330 00:58:45.369833 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce | |
| I0330 00:58:45.369853 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce | |
| I0330 00:58:45.369865 10583 net.cpp:454] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1 | |
| I0330 00:58:45.369880 10583 net.cpp:411] inception_3b/3x3_reduce -> inception_3b/3x3_reduce | |
| I0330 00:58:45.370992 10583 net.cpp:150] Setting up inception_3b/3x3_reduce | |
| I0330 00:58:45.371026 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.371038 10583 net.cpp:165] Memory required for data: 206900160 | |
| I0330 00:58:45.371052 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/bn | |
| I0330 00:58:45.371068 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce/bn | |
| I0330 00:58:45.371088 10583 net.cpp:454] inception_3b/3x3_reduce/bn <- inception_3b/3x3_reduce | |
| I0330 00:58:45.371115 10583 net.cpp:397] inception_3b/3x3_reduce/bn -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:45.371371 10583 net.cpp:150] Setting up inception_3b/3x3_reduce/bn | |
| I0330 00:58:45.371399 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.371410 10583 net.cpp:165] Memory required for data: 208718784 | |
| I0330 00:58:45.371428 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:45.371443 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:45.371455 10583 net.cpp:454] inception_3b/3x3_reduce/scale <- inception_3b/3x3_reduce | |
| I0330 00:58:45.371469 10583 net.cpp:397] inception_3b/3x3_reduce/scale -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:45.371541 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:45.371680 10583 net.cpp:150] Setting up inception_3b/3x3_reduce/scale | |
| I0330 00:58:45.371704 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.371716 10583 net.cpp:165] Memory required for data: 210537408 | |
| I0330 00:58:45.371745 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3_reduce | |
| I0330 00:58:45.371762 10583 net.cpp:106] Creating Layer inception_3b/relu_3x3_reduce | |
| I0330 00:58:45.371774 10583 net.cpp:454] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce | |
| I0330 00:58:45.371788 10583 net.cpp:397] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:45.372040 10583 net.cpp:150] Setting up inception_3b/relu_3x3_reduce | |
| I0330 00:58:45.372071 10583 net.cpp:157] Top shape: 8 128 12 37 (454656) | |
| I0330 00:58:45.372083 10583 net.cpp:165] Memory required for data: 212356032 | |
| I0330 00:58:45.372094 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3 | |
| I0330 00:58:45.372112 10583 net.cpp:106] Creating Layer inception_3b/3x3 | |
| I0330 00:58:45.372123 10583 net.cpp:454] inception_3b/3x3 <- inception_3b/3x3_reduce | |
| I0330 00:58:45.372144 10583 net.cpp:411] inception_3b/3x3 -> inception_3b/3x3 | |
| I0330 00:58:45.374806 10583 net.cpp:150] Setting up inception_3b/3x3 | |
| I0330 00:58:45.374840 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.374853 10583 net.cpp:165] Memory required for data: 215083968 | |
| I0330 00:58:45.374867 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/bn | |
| I0330 00:58:45.374886 10583 net.cpp:106] Creating Layer inception_3b/3x3/bn | |
| I0330 00:58:45.374900 10583 net.cpp:454] inception_3b/3x3/bn <- inception_3b/3x3 | |
| I0330 00:58:45.374923 10583 net.cpp:397] inception_3b/3x3/bn -> inception_3b/3x3 (in-place) | |
| I0330 00:58:45.375205 10583 net.cpp:150] Setting up inception_3b/3x3/bn | |
| I0330 00:58:45.375234 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.375246 10583 net.cpp:165] Memory required for data: 217811904 | |
| I0330 00:58:45.375262 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/scale | |
| I0330 00:58:45.375277 10583 net.cpp:106] Creating Layer inception_3b/3x3/scale | |
| I0330 00:58:45.375293 10583 net.cpp:454] inception_3b/3x3/scale <- inception_3b/3x3 | |
| I0330 00:58:45.375308 10583 net.cpp:397] inception_3b/3x3/scale -> inception_3b/3x3 (in-place) | |
| I0330 00:58:45.375366 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/scale | |
| I0330 00:58:45.375542 10583 net.cpp:150] Setting up inception_3b/3x3/scale | |
| I0330 00:58:45.375581 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.375594 10583 net.cpp:165] Memory required for data: 220539840 | |
| I0330 00:58:45.375610 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3 | |
| I0330 00:58:45.375627 10583 net.cpp:106] Creating Layer inception_3b/relu_3x3 | |
| I0330 00:58:45.375638 10583 net.cpp:454] inception_3b/relu_3x3 <- inception_3b/3x3 | |
| I0330 00:58:45.375653 10583 net.cpp:397] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place) | |
| I0330 00:58:45.375960 10583 net.cpp:150] Setting up inception_3b/relu_3x3 | |
| I0330 00:58:45.375991 10583 net.cpp:157] Top shape: 8 192 12 37 (681984) | |
| I0330 00:58:45.376003 10583 net.cpp:165] Memory required for data: 223267776 | |
| I0330 00:58:45.376014 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce | |
| I0330 00:58:45.376034 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce | |
| I0330 00:58:45.376051 10583 net.cpp:454] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2 | |
| I0330 00:58:45.376078 10583 net.cpp:411] inception_3b/5x5_reduce -> inception_3b/5x5_reduce | |
| I0330 00:58:45.377039 10583 net.cpp:150] Setting up inception_3b/5x5_reduce | |
| I0330 00:58:45.377073 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.377084 10583 net.cpp:165] Memory required for data: 223722432 | |
| I0330 00:58:45.377099 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/bn | |
| I0330 00:58:45.377127 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce/bn | |
| I0330 00:58:45.377154 10583 net.cpp:454] inception_3b/5x5_reduce/bn <- inception_3b/5x5_reduce | |
| I0330 00:58:45.377169 10583 net.cpp:397] inception_3b/5x5_reduce/bn -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:45.377460 10583 net.cpp:150] Setting up inception_3b/5x5_reduce/bn | |
| I0330 00:58:45.377490 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.377502 10583 net.cpp:165] Memory required for data: 224177088 | |
| I0330 00:58:45.377519 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:45.377535 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:45.377547 10583 net.cpp:454] inception_3b/5x5_reduce/scale <- inception_3b/5x5_reduce | |
| I0330 00:58:45.377562 10583 net.cpp:397] inception_3b/5x5_reduce/scale -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:45.377621 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:45.377795 10583 net.cpp:150] Setting up inception_3b/5x5_reduce/scale | |
| I0330 00:58:45.377833 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.377853 10583 net.cpp:165] Memory required for data: 224631744 | |
| I0330 00:58:45.377876 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5_reduce | |
| I0330 00:58:45.377890 10583 net.cpp:106] Creating Layer inception_3b/relu_5x5_reduce | |
| I0330 00:58:45.377902 10583 net.cpp:454] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce | |
| I0330 00:58:45.377918 10583 net.cpp:397] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:45.378101 10583 net.cpp:150] Setting up inception_3b/relu_5x5_reduce | |
| I0330 00:58:45.378131 10583 net.cpp:157] Top shape: 8 32 12 37 (113664) | |
| I0330 00:58:45.378151 10583 net.cpp:165] Memory required for data: 225086400 | |
| I0330 00:58:45.378170 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5 | |
| I0330 00:58:45.378190 10583 net.cpp:106] Creating Layer inception_3b/5x5 | |
| I0330 00:58:45.378202 10583 net.cpp:454] inception_3b/5x5 <- inception_3b/5x5_reduce | |
| I0330 00:58:45.378216 10583 net.cpp:411] inception_3b/5x5 -> inception_3b/5x5 | |
| I0330 00:58:45.380174 10583 net.cpp:150] Setting up inception_3b/5x5 | |
| I0330 00:58:45.380208 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.380221 10583 net.cpp:165] Memory required for data: 226450368 | |
| I0330 00:58:45.380234 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/bn | |
| I0330 00:58:45.380254 10583 net.cpp:106] Creating Layer inception_3b/5x5/bn | |
| I0330 00:58:45.380271 10583 net.cpp:454] inception_3b/5x5/bn <- inception_3b/5x5 | |
| I0330 00:58:45.380297 10583 net.cpp:397] inception_3b/5x5/bn -> inception_3b/5x5 (in-place) | |
| I0330 00:58:45.380563 10583 net.cpp:150] Setting up inception_3b/5x5/bn | |
| I0330 00:58:45.380592 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.380604 10583 net.cpp:165] Memory required for data: 227814336 | |
| I0330 00:58:45.380620 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/scale | |
| I0330 00:58:45.380638 10583 net.cpp:106] Creating Layer inception_3b/5x5/scale | |
| I0330 00:58:45.380656 10583 net.cpp:454] inception_3b/5x5/scale <- inception_3b/5x5 | |
| I0330 00:58:45.380679 10583 net.cpp:397] inception_3b/5x5/scale -> inception_3b/5x5 (in-place) | |
| I0330 00:58:45.380753 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/scale | |
| I0330 00:58:45.380944 10583 net.cpp:150] Setting up inception_3b/5x5/scale | |
| I0330 00:58:45.380973 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.380985 10583 net.cpp:165] Memory required for data: 229178304 | |
| I0330 00:58:45.381001 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5 | |
| I0330 00:58:45.381021 10583 net.cpp:106] Creating Layer inception_3b/relu_5x5 | |
| I0330 00:58:45.381043 10583 net.cpp:454] inception_3b/relu_5x5 <- inception_3b/5x5 | |
| I0330 00:58:45.381068 10583 net.cpp:397] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place) | |
| I0330 00:58:45.381373 10583 net.cpp:150] Setting up inception_3b/relu_5x5 | |
| I0330 00:58:45.381404 10583 net.cpp:157] Top shape: 8 96 12 37 (340992) | |
| I0330 00:58:45.381417 10583 net.cpp:165] Memory required for data: 230542272 | |
| I0330 00:58:45.381428 10583 layer_factory.hpp:77] Creating layer inception_3b/pool | |
| I0330 00:58:45.381458 10583 net.cpp:106] Creating Layer inception_3b/pool | |
| I0330 00:58:45.381479 10583 net.cpp:454] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3 | |
| I0330 00:58:45.381508 10583 net.cpp:411] inception_3b/pool -> inception_3b/pool | |
| I0330 00:58:45.381582 10583 net.cpp:150] Setting up inception_3b/pool | |
| I0330 00:58:45.381604 10583 net.cpp:157] Top shape: 8 256 12 37 (909312) | |
| I0330 00:58:45.381614 10583 net.cpp:165] Memory required for data: 234179520 | |
| I0330 00:58:45.381625 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj | |
| I0330 00:58:45.381646 10583 net.cpp:106] Creating Layer inception_3b/pool_proj | |
| I0330 00:58:45.381660 10583 net.cpp:454] inception_3b/pool_proj <- inception_3b/pool | |
| I0330 00:58:45.381686 10583 net.cpp:411] inception_3b/pool_proj -> inception_3b/pool_proj | |
| I0330 00:58:45.382577 10583 net.cpp:150] Setting up inception_3b/pool_proj | |
| I0330 00:58:45.382609 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.382622 10583 net.cpp:165] Memory required for data: 235088832 | |
| I0330 00:58:45.382635 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/bn | |
| I0330 00:58:45.382657 10583 net.cpp:106] Creating Layer inception_3b/pool_proj/bn | |
| I0330 00:58:45.382669 10583 net.cpp:454] inception_3b/pool_proj/bn <- inception_3b/pool_proj | |
| I0330 00:58:45.382685 10583 net.cpp:397] inception_3b/pool_proj/bn -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:45.382995 10583 net.cpp:150] Setting up inception_3b/pool_proj/bn | |
| I0330 00:58:45.383023 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.383035 10583 net.cpp:165] Memory required for data: 235998144 | |
| I0330 00:58:45.383054 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/scale | |
| I0330 00:58:45.383074 10583 net.cpp:106] Creating Layer inception_3b/pool_proj/scale | |
| I0330 00:58:45.383091 10583 net.cpp:454] inception_3b/pool_proj/scale <- inception_3b/pool_proj | |
| I0330 00:58:45.383118 10583 net.cpp:397] inception_3b/pool_proj/scale -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:45.383190 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/scale | |
| I0330 00:58:45.383357 10583 net.cpp:150] Setting up inception_3b/pool_proj/scale | |
| I0330 00:58:45.383383 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.383400 10583 net.cpp:165] Memory required for data: 236907456 | |
| I0330 00:58:45.383427 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_pool_proj | |
| I0330 00:58:45.383451 10583 net.cpp:106] Creating Layer inception_3b/relu_pool_proj | |
| I0330 00:58:45.383473 10583 net.cpp:454] inception_3b/relu_pool_proj <- inception_3b/pool_proj | |
| I0330 00:58:45.383496 10583 net.cpp:397] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:45.383875 10583 net.cpp:150] Setting up inception_3b/relu_pool_proj | |
| I0330 00:58:45.383908 10583 net.cpp:157] Top shape: 8 64 12 37 (227328) | |
| I0330 00:58:45.383919 10583 net.cpp:165] Memory required for data: 237816768 | |
| I0330 00:58:45.383930 10583 layer_factory.hpp:77] Creating layer inception_3b/output | |
| I0330 00:58:45.383947 10583 net.cpp:106] Creating Layer inception_3b/output | |
| I0330 00:58:45.383960 10583 net.cpp:454] inception_3b/output <- inception_3b/1x1 | |
| I0330 00:58:45.383973 10583 net.cpp:454] inception_3b/output <- inception_3b/3x3 | |
| I0330 00:58:45.383985 10583 net.cpp:454] inception_3b/output <- inception_3b/5x5 | |
| I0330 00:58:45.383997 10583 net.cpp:454] inception_3b/output <- inception_3b/pool_proj | |
| I0330 00:58:45.384009 10583 net.cpp:411] inception_3b/output -> inception_3b/output | |
| I0330 00:58:45.384058 10583 net.cpp:150] Setting up inception_3b/output | |
| I0330 00:58:45.384085 10583 net.cpp:157] Top shape: 8 480 12 37 (1704960) | |
| I0330 00:58:45.384105 10583 net.cpp:165] Memory required for data: 244636608 | |
| I0330 00:58:45.384119 10583 layer_factory.hpp:77] Creating layer pool3/3x3_s2 | |
| I0330 00:58:45.384135 10583 net.cpp:106] Creating Layer pool3/3x3_s2 | |
| I0330 00:58:45.384146 10583 net.cpp:454] pool3/3x3_s2 <- inception_3b/output | |
| I0330 00:58:45.384162 10583 net.cpp:411] pool3/3x3_s2 -> pool3/3x3_s2 | |
| I0330 00:58:45.384246 10583 net.cpp:150] Setting up pool3/3x3_s2 | |
| I0330 00:58:45.384274 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.384294 10583 net.cpp:165] Memory required for data: 246295488 | |
| I0330 00:58:45.384307 10583 layer_factory.hpp:77] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:45.384322 10583 net.cpp:106] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:45.384332 10583 net.cpp:454] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2 | |
| I0330 00:58:45.384348 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0 | |
| I0330 00:58:45.384363 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1 | |
| I0330 00:58:45.384377 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2 | |
| I0330 00:58:45.384392 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3 | |
| I0330 00:58:45.384470 10583 net.cpp:150] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:45.384490 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.384503 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.384515 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.384526 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.384536 10583 net.cpp:165] Memory required for data: 252931008 | |
| I0330 00:58:45.384547 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1 | |
| I0330 00:58:45.384563 10583 net.cpp:106] Creating Layer inception_4a/1x1 | |
| I0330 00:58:45.384577 10583 net.cpp:454] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0 | |
| I0330 00:58:45.384593 10583 net.cpp:411] inception_4a/1x1 -> inception_4a/1x1 | |
| I0330 00:58:45.386056 10583 net.cpp:150] Setting up inception_4a/1x1 | |
| I0330 00:58:45.386090 10583 net.cpp:157] Top shape: 8 192 6 18 (165888) | |
| I0330 00:58:45.386106 10583 net.cpp:165] Memory required for data: 253594560 | |
| I0330 00:58:45.386121 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/bn | |
| I0330 00:58:45.386139 10583 net.cpp:106] Creating Layer inception_4a/1x1/bn | |
| I0330 00:58:45.386153 10583 net.cpp:454] inception_4a/1x1/bn <- inception_4a/1x1 | |
| I0330 00:58:45.386175 10583 net.cpp:397] inception_4a/1x1/bn -> inception_4a/1x1 (in-place) | |
| I0330 00:58:45.386461 10583 net.cpp:150] Setting up inception_4a/1x1/bn | |
| I0330 00:58:45.386489 10583 net.cpp:157] Top shape: 8 192 6 18 (165888) | |
| I0330 00:58:45.386502 10583 net.cpp:165] Memory required for data: 254258112 | |
| I0330 00:58:45.386518 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/scale | |
| I0330 00:58:45.386536 10583 net.cpp:106] Creating Layer inception_4a/1x1/scale | |
| I0330 00:58:45.386548 10583 net.cpp:454] inception_4a/1x1/scale <- inception_4a/1x1 | |
| I0330 00:58:45.386562 10583 net.cpp:397] inception_4a/1x1/scale -> inception_4a/1x1 (in-place) | |
| I0330 00:58:45.386620 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/scale | |
| I0330 00:58:45.386770 10583 net.cpp:150] Setting up inception_4a/1x1/scale | |
| I0330 00:58:45.386795 10583 net.cpp:157] Top shape: 8 192 6 18 (165888) | |
| I0330 00:58:45.386807 10583 net.cpp:165] Memory required for data: 254921664 | |
| I0330 00:58:45.386827 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_1x1 | |
| I0330 00:58:45.386842 10583 net.cpp:106] Creating Layer inception_4a/relu_1x1 | |
| I0330 00:58:45.386860 10583 net.cpp:454] inception_4a/relu_1x1 <- inception_4a/1x1 | |
| I0330 00:58:45.386873 10583 net.cpp:397] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place) | |
| I0330 00:58:45.387050 10583 net.cpp:150] Setting up inception_4a/relu_1x1 | |
| I0330 00:58:45.387071 10583 net.cpp:157] Top shape: 8 192 6 18 (165888) | |
| I0330 00:58:45.387082 10583 net.cpp:165] Memory required for data: 255585216 | |
| I0330 00:58:45.387094 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce | |
| I0330 00:58:45.387111 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce | |
| I0330 00:58:45.387123 10583 net.cpp:454] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1 | |
| I0330 00:58:45.387138 10583 net.cpp:411] inception_4a/3x3_reduce -> inception_4a/3x3_reduce | |
| I0330 00:58:45.388381 10583 net.cpp:150] Setting up inception_4a/3x3_reduce | |
| I0330 00:58:45.388414 10583 net.cpp:157] Top shape: 8 96 6 18 (82944) | |
| I0330 00:58:45.388427 10583 net.cpp:165] Memory required for data: 255916992 | |
| I0330 00:58:45.388440 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/bn | |
| I0330 00:58:45.388458 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce/bn | |
| I0330 00:58:45.388470 10583 net.cpp:454] inception_4a/3x3_reduce/bn <- inception_4a/3x3_reduce | |
| I0330 00:58:45.388487 10583 net.cpp:397] inception_4a/3x3_reduce/bn -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:45.388777 10583 net.cpp:150] Setting up inception_4a/3x3_reduce/bn | |
| I0330 00:58:45.388806 10583 net.cpp:157] Top shape: 8 96 6 18 (82944) | |
| I0330 00:58:45.388818 10583 net.cpp:165] Memory required for data: 256248768 | |
| I0330 00:58:45.388834 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:45.388852 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:45.388867 10583 net.cpp:454] inception_4a/3x3_reduce/scale <- inception_4a/3x3_reduce | |
| I0330 00:58:45.388891 10583 net.cpp:397] inception_4a/3x3_reduce/scale -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:45.388972 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:45.389170 10583 net.cpp:150] Setting up inception_4a/3x3_reduce/scale | |
| I0330 00:58:45.389199 10583 net.cpp:157] Top shape: 8 96 6 18 (82944) | |
| I0330 00:58:45.389210 10583 net.cpp:165] Memory required for data: 256580544 | |
| I0330 00:58:45.389226 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3_reduce | |
| I0330 00:58:45.389245 10583 net.cpp:106] Creating Layer inception_4a/relu_3x3_reduce | |
| I0330 00:58:45.389259 10583 net.cpp:454] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce | |
| I0330 00:58:45.389281 10583 net.cpp:397] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:45.389577 10583 net.cpp:150] Setting up inception_4a/relu_3x3_reduce | |
| I0330 00:58:45.389608 10583 net.cpp:157] Top shape: 8 96 6 18 (82944) | |
| I0330 00:58:45.389621 10583 net.cpp:165] Memory required for data: 256912320 | |
| I0330 00:58:45.389631 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3 | |
| I0330 00:58:45.389652 10583 net.cpp:106] Creating Layer inception_4a/3x3 | |
| I0330 00:58:45.389664 10583 net.cpp:454] inception_4a/3x3 <- inception_4a/3x3_reduce | |
| I0330 00:58:45.389680 10583 net.cpp:411] inception_4a/3x3 -> inception_4a/3x3 | |
| I0330 00:58:45.392141 10583 net.cpp:150] Setting up inception_4a/3x3 | |
| I0330 00:58:45.392175 10583 net.cpp:157] Top shape: 8 208 6 18 (179712) | |
| I0330 00:58:45.392190 10583 net.cpp:165] Memory required for data: 257631168 | |
| I0330 00:58:45.392204 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/bn | |
| I0330 00:58:45.392220 10583 net.cpp:106] Creating Layer inception_4a/3x3/bn | |
| I0330 00:58:45.392232 10583 net.cpp:454] inception_4a/3x3/bn <- inception_4a/3x3 | |
| I0330 00:58:45.392247 10583 net.cpp:397] inception_4a/3x3/bn -> inception_4a/3x3 (in-place) | |
| I0330 00:58:45.392549 10583 net.cpp:150] Setting up inception_4a/3x3/bn | |
| I0330 00:58:45.392580 10583 net.cpp:157] Top shape: 8 208 6 18 (179712) | |
| I0330 00:58:45.392593 10583 net.cpp:165] Memory required for data: 258350016 | |
| I0330 00:58:45.392612 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/scale | |
| I0330 00:58:45.392628 10583 net.cpp:106] Creating Layer inception_4a/3x3/scale | |
| I0330 00:58:45.392643 10583 net.cpp:454] inception_4a/3x3/scale <- inception_4a/3x3 | |
| I0330 00:58:45.392670 10583 net.cpp:397] inception_4a/3x3/scale -> inception_4a/3x3 (in-place) | |
| I0330 00:58:45.392742 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/scale | |
| I0330 00:58:45.392951 10583 net.cpp:150] Setting up inception_4a/3x3/scale | |
| I0330 00:58:45.392979 10583 net.cpp:157] Top shape: 8 208 6 18 (179712) | |
| I0330 00:58:45.392992 10583 net.cpp:165] Memory required for data: 259068864 | |
| I0330 00:58:45.393007 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3 | |
| I0330 00:58:45.393023 10583 net.cpp:106] Creating Layer inception_4a/relu_3x3 | |
| I0330 00:58:45.393034 10583 net.cpp:454] inception_4a/relu_3x3 <- inception_4a/3x3 | |
| I0330 00:58:45.393080 10583 net.cpp:397] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place) | |
| I0330 00:58:45.393385 10583 net.cpp:150] Setting up inception_4a/relu_3x3 | |
| I0330 00:58:45.393416 10583 net.cpp:157] Top shape: 8 208 6 18 (179712) | |
| I0330 00:58:45.393429 10583 net.cpp:165] Memory required for data: 259787712 | |
| I0330 00:58:45.393440 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce | |
| I0330 00:58:45.393460 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce | |
| I0330 00:58:45.393473 10583 net.cpp:454] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2 | |
| I0330 00:58:45.393488 10583 net.cpp:411] inception_4a/5x5_reduce -> inception_4a/5x5_reduce | |
| I0330 00:58:45.394480 10583 net.cpp:150] Setting up inception_4a/5x5_reduce | |
| I0330 00:58:45.394513 10583 net.cpp:157] Top shape: 8 16 6 18 (13824) | |
| I0330 00:58:45.394526 10583 net.cpp:165] Memory required for data: 259843008 | |
| I0330 00:58:45.394539 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/bn | |
| I0330 00:58:45.394557 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce/bn | |
| I0330 00:58:45.394572 10583 net.cpp:454] inception_4a/5x5_reduce/bn <- inception_4a/5x5_reduce | |
| I0330 00:58:45.394598 10583 net.cpp:397] inception_4a/5x5_reduce/bn -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:45.394892 10583 net.cpp:150] Setting up inception_4a/5x5_reduce/bn | |
| I0330 00:58:45.394922 10583 net.cpp:157] Top shape: 8 16 6 18 (13824) | |
| I0330 00:58:45.394933 10583 net.cpp:165] Memory required for data: 259898304 | |
| I0330 00:58:45.394950 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:45.394965 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:45.394991 10583 net.cpp:454] inception_4a/5x5_reduce/scale <- inception_4a/5x5_reduce | |
| I0330 00:58:45.395006 10583 net.cpp:397] inception_4a/5x5_reduce/scale -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:45.395076 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:45.395257 10583 net.cpp:150] Setting up inception_4a/5x5_reduce/scale | |
| I0330 00:58:45.395289 10583 net.cpp:157] Top shape: 8 16 6 18 (13824) | |
| I0330 00:58:45.395303 10583 net.cpp:165] Memory required for data: 259953600 | |
| I0330 00:58:45.395318 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5_reduce | |
| I0330 00:58:45.395334 10583 net.cpp:106] Creating Layer inception_4a/relu_5x5_reduce | |
| I0330 00:58:45.395355 10583 net.cpp:454] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce | |
| I0330 00:58:45.395380 10583 net.cpp:397] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:45.395586 10583 net.cpp:150] Setting up inception_4a/relu_5x5_reduce | |
| I0330 00:58:45.395623 10583 net.cpp:157] Top shape: 8 16 6 18 (13824) | |
| I0330 00:58:45.395637 10583 net.cpp:165] Memory required for data: 260008896 | |
| I0330 00:58:45.395648 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5 | |
| I0330 00:58:45.395668 10583 net.cpp:106] Creating Layer inception_4a/5x5 | |
| I0330 00:58:45.395681 10583 net.cpp:454] inception_4a/5x5 <- inception_4a/5x5_reduce | |
| I0330 00:58:45.395697 10583 net.cpp:411] inception_4a/5x5 -> inception_4a/5x5 | |
| I0330 00:58:45.396744 10583 net.cpp:150] Setting up inception_4a/5x5 | |
| I0330 00:58:45.396776 10583 net.cpp:157] Top shape: 8 48 6 18 (41472) | |
| I0330 00:58:45.396790 10583 net.cpp:165] Memory required for data: 260174784 | |
| I0330 00:58:45.396805 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/bn | |
| I0330 00:58:45.396826 10583 net.cpp:106] Creating Layer inception_4a/5x5/bn | |
| I0330 00:58:45.396847 10583 net.cpp:454] inception_4a/5x5/bn <- inception_4a/5x5 | |
| I0330 00:58:45.396877 10583 net.cpp:397] inception_4a/5x5/bn -> inception_4a/5x5 (in-place) | |
| I0330 00:58:45.397156 10583 net.cpp:150] Setting up inception_4a/5x5/bn | |
| I0330 00:58:45.397184 10583 net.cpp:157] Top shape: 8 48 6 18 (41472) | |
| I0330 00:58:45.397195 10583 net.cpp:165] Memory required for data: 260340672 | |
| I0330 00:58:45.397212 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/scale | |
| I0330 00:58:45.397230 10583 net.cpp:106] Creating Layer inception_4a/5x5/scale | |
| I0330 00:58:45.397259 10583 net.cpp:454] inception_4a/5x5/scale <- inception_4a/5x5 | |
| I0330 00:58:45.397275 10583 net.cpp:397] inception_4a/5x5/scale -> inception_4a/5x5 (in-place) | |
| I0330 00:58:45.397351 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/scale | |
| I0330 00:58:45.397589 10583 net.cpp:150] Setting up inception_4a/5x5/scale | |
| I0330 00:58:45.397619 10583 net.cpp:157] Top shape: 8 48 6 18 (41472) | |
| I0330 00:58:45.397629 10583 net.cpp:165] Memory required for data: 260506560 | |
| I0330 00:58:45.397646 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5 | |
| I0330 00:58:45.397661 10583 net.cpp:106] Creating Layer inception_4a/relu_5x5 | |
| I0330 00:58:45.397672 10583 net.cpp:454] inception_4a/relu_5x5 <- inception_4a/5x5 | |
| I0330 00:58:45.397687 10583 net.cpp:397] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place) | |
| I0330 00:58:45.397990 10583 net.cpp:150] Setting up inception_4a/relu_5x5 | |
| I0330 00:58:45.398020 10583 net.cpp:157] Top shape: 8 48 6 18 (41472) | |
| I0330 00:58:45.398032 10583 net.cpp:165] Memory required for data: 260672448 | |
| I0330 00:58:45.398044 10583 layer_factory.hpp:77] Creating layer inception_4a/pool | |
| I0330 00:58:45.398058 10583 net.cpp:106] Creating Layer inception_4a/pool | |
| I0330 00:58:45.398069 10583 net.cpp:454] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3 | |
| I0330 00:58:45.398092 10583 net.cpp:411] inception_4a/pool -> inception_4a/pool | |
| I0330 00:58:45.398175 10583 net.cpp:150] Setting up inception_4a/pool | |
| I0330 00:58:45.398195 10583 net.cpp:157] Top shape: 8 480 6 18 (414720) | |
| I0330 00:58:45.398205 10583 net.cpp:165] Memory required for data: 262331328 | |
| I0330 00:58:45.398222 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj | |
| I0330 00:58:45.398254 10583 net.cpp:106] Creating Layer inception_4a/pool_proj | |
| I0330 00:58:45.398277 10583 net.cpp:454] inception_4a/pool_proj <- inception_4a/pool | |
| I0330 00:58:45.398306 10583 net.cpp:411] inception_4a/pool_proj -> inception_4a/pool_proj | |
| I0330 00:58:45.399375 10583 net.cpp:150] Setting up inception_4a/pool_proj | |
| I0330 00:58:45.399411 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.399423 10583 net.cpp:165] Memory required for data: 262552512 | |
| I0330 00:58:45.399437 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/bn | |
| I0330 00:58:45.399454 10583 net.cpp:106] Creating Layer inception_4a/pool_proj/bn | |
| I0330 00:58:45.399471 10583 net.cpp:454] inception_4a/pool_proj/bn <- inception_4a/pool_proj | |
| I0330 00:58:45.399487 10583 net.cpp:397] inception_4a/pool_proj/bn -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:45.399723 10583 net.cpp:150] Setting up inception_4a/pool_proj/bn | |
| I0330 00:58:45.399749 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.399760 10583 net.cpp:165] Memory required for data: 262773696 | |
| I0330 00:58:45.399778 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/scale | |
| I0330 00:58:45.399794 10583 net.cpp:106] Creating Layer inception_4a/pool_proj/scale | |
| I0330 00:58:45.399806 10583 net.cpp:454] inception_4a/pool_proj/scale <- inception_4a/pool_proj | |
| I0330 00:58:45.399821 10583 net.cpp:397] inception_4a/pool_proj/scale -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:45.399881 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/scale | |
| I0330 00:58:45.400043 10583 net.cpp:150] Setting up inception_4a/pool_proj/scale | |
| I0330 00:58:45.400069 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.400080 10583 net.cpp:165] Memory required for data: 262994880 | |
| I0330 00:58:45.400095 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_pool_proj | |
| I0330 00:58:45.400110 10583 net.cpp:106] Creating Layer inception_4a/relu_pool_proj | |
| I0330 00:58:45.400121 10583 net.cpp:454] inception_4a/relu_pool_proj <- inception_4a/pool_proj | |
| I0330 00:58:45.400140 10583 net.cpp:397] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:45.400404 10583 net.cpp:150] Setting up inception_4a/relu_pool_proj | |
| I0330 00:58:45.400434 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.400445 10583 net.cpp:165] Memory required for data: 263216064 | |
| I0330 00:58:45.400471 10583 layer_factory.hpp:77] Creating layer inception_4a/output | |
| I0330 00:58:45.400490 10583 net.cpp:106] Creating Layer inception_4a/output | |
| I0330 00:58:45.400501 10583 net.cpp:454] inception_4a/output <- inception_4a/1x1 | |
| I0330 00:58:45.400513 10583 net.cpp:454] inception_4a/output <- inception_4a/3x3 | |
| I0330 00:58:45.400529 10583 net.cpp:454] inception_4a/output <- inception_4a/5x5 | |
| I0330 00:58:45.400542 10583 net.cpp:454] inception_4a/output <- inception_4a/pool_proj | |
| I0330 00:58:45.400557 10583 net.cpp:411] inception_4a/output -> inception_4a/output | |
| I0330 00:58:45.400599 10583 net.cpp:150] Setting up inception_4a/output | |
| I0330 00:58:45.400617 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400627 10583 net.cpp:165] Memory required for data: 264985536 | |
| I0330 00:58:45.400638 10583 layer_factory.hpp:77] Creating layer inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:45.400655 10583 net.cpp:106] Creating Layer inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:45.400666 10583 net.cpp:454] inception_4a/output_inception_4a/output_0_split <- inception_4a/output | |
| I0330 00:58:45.400679 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0 | |
| I0330 00:58:45.400694 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1 | |
| I0330 00:58:45.400712 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2 | |
| I0330 00:58:45.400725 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3 | |
| I0330 00:58:45.400739 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4 | |
| I0330 00:58:45.400876 10583 net.cpp:150] Setting up inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:45.400897 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400908 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400919 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400931 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400943 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.400952 10583 net.cpp:165] Memory required for data: 273832896 | |
| I0330 00:58:45.400964 10583 layer_factory.hpp:77] Creating layer loss1/ave_pool | |
| I0330 00:58:45.400981 10583 net.cpp:106] Creating Layer loss1/ave_pool | |
| I0330 00:58:45.400995 10583 net.cpp:454] loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0 | |
| I0330 00:58:45.401010 10583 net.cpp:411] loss1/ave_pool -> loss1/ave_pool | |
| I0330 00:58:45.401288 10583 net.cpp:150] Setting up loss1/ave_pool | |
| I0330 00:58:45.401309 10583 net.cpp:157] Top shape: 8 512 2 6 (49152) | |
| I0330 00:58:45.401320 10583 net.cpp:165] Memory required for data: 274029504 | |
| I0330 00:58:45.401331 10583 layer_factory.hpp:77] Creating layer loss1/conv | |
| I0330 00:58:45.401350 10583 net.cpp:106] Creating Layer loss1/conv | |
| I0330 00:58:45.401362 10583 net.cpp:454] loss1/conv <- loss1/ave_pool | |
| I0330 00:58:45.401378 10583 net.cpp:411] loss1/conv -> loss1/conv | |
| I0330 00:58:45.402664 10583 net.cpp:150] Setting up loss1/conv | |
| I0330 00:58:45.402698 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.402709 10583 net.cpp:165] Memory required for data: 274078656 | |
| I0330 00:58:45.402724 10583 layer_factory.hpp:77] Creating layer loss1/conv/bn | |
| I0330 00:58:45.402741 10583 net.cpp:106] Creating Layer loss1/conv/bn | |
| I0330 00:58:45.402753 10583 net.cpp:454] loss1/conv/bn <- loss1/conv | |
| I0330 00:58:45.402766 10583 net.cpp:397] loss1/conv/bn -> loss1/conv (in-place) | |
| I0330 00:58:45.403072 10583 net.cpp:150] Setting up loss1/conv/bn | |
| I0330 00:58:45.403103 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.403115 10583 net.cpp:165] Memory required for data: 274127808 | |
| I0330 00:58:45.403167 10583 layer_factory.hpp:77] Creating layer loss1/conv/scale | |
| I0330 00:58:45.403198 10583 net.cpp:106] Creating Layer loss1/conv/scale | |
| I0330 00:58:45.403233 10583 net.cpp:454] loss1/conv/scale <- loss1/conv | |
| I0330 00:58:45.403259 10583 net.cpp:397] loss1/conv/scale -> loss1/conv (in-place) | |
| I0330 00:58:45.403350 10583 layer_factory.hpp:77] Creating layer loss1/conv/scale | |
| I0330 00:58:45.403527 10583 net.cpp:150] Setting up loss1/conv/scale | |
| I0330 00:58:45.403555 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.403566 10583 net.cpp:165] Memory required for data: 274176960 | |
| I0330 00:58:45.403583 10583 layer_factory.hpp:77] Creating layer loss1/relu_conv | |
| I0330 00:58:45.403602 10583 net.cpp:106] Creating Layer loss1/relu_conv | |
| I0330 00:58:45.403614 10583 net.cpp:454] loss1/relu_conv <- loss1/conv | |
| I0330 00:58:45.403626 10583 net.cpp:397] loss1/relu_conv -> loss1/conv (in-place) | |
| I0330 00:58:45.403928 10583 net.cpp:150] Setting up loss1/relu_conv | |
| I0330 00:58:45.403959 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.403971 10583 net.cpp:165] Memory required for data: 274226112 | |
| I0330 00:58:45.403982 10583 layer_factory.hpp:77] Creating layer loss1/fc | |
| I0330 00:58:45.404006 10583 net.cpp:106] Creating Layer loss1/fc | |
| I0330 00:58:45.404026 10583 net.cpp:454] loss1/fc <- loss1/conv | |
| I0330 00:58:45.404050 10583 net.cpp:411] loss1/fc -> loss1/fc | |
| I0330 00:58:45.416363 10583 net.cpp:150] Setting up loss1/fc | |
| I0330 00:58:45.416406 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.416419 10583 net.cpp:165] Memory required for data: 274258880 | |
| I0330 00:58:45.416435 10583 layer_factory.hpp:77] Creating layer loss1/fc/bn | |
| I0330 00:58:45.416455 10583 net.cpp:106] Creating Layer loss1/fc/bn | |
| I0330 00:58:45.416467 10583 net.cpp:454] loss1/fc/bn <- loss1/fc | |
| I0330 00:58:45.416481 10583 net.cpp:397] loss1/fc/bn -> loss1/fc (in-place) | |
| I0330 00:58:45.416785 10583 net.cpp:150] Setting up loss1/fc/bn | |
| I0330 00:58:45.416813 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.416826 10583 net.cpp:165] Memory required for data: 274291648 | |
| I0330 00:58:45.416842 10583 layer_factory.hpp:77] Creating layer loss1/fc/scale | |
| I0330 00:58:45.416867 10583 net.cpp:106] Creating Layer loss1/fc/scale | |
| I0330 00:58:45.416878 10583 net.cpp:454] loss1/fc/scale <- loss1/fc | |
| I0330 00:58:45.416890 10583 net.cpp:397] loss1/fc/scale -> loss1/fc (in-place) | |
| I0330 00:58:45.416955 10583 layer_factory.hpp:77] Creating layer loss1/fc/scale | |
| I0330 00:58:45.417176 10583 net.cpp:150] Setting up loss1/fc/scale | |
| I0330 00:58:45.417203 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.417215 10583 net.cpp:165] Memory required for data: 274324416 | |
| I0330 00:58:45.417232 10583 layer_factory.hpp:77] Creating layer loss1/relu_fc | |
| I0330 00:58:45.417248 10583 net.cpp:106] Creating Layer loss1/relu_fc | |
| I0330 00:58:45.417259 10583 net.cpp:454] loss1/relu_fc <- loss1/fc | |
| I0330 00:58:45.417285 10583 net.cpp:397] loss1/relu_fc -> loss1/fc (in-place) | |
| I0330 00:58:45.417534 10583 net.cpp:150] Setting up loss1/relu_fc | |
| I0330 00:58:45.417563 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.417574 10583 net.cpp:165] Memory required for data: 274357184 | |
| I0330 00:58:45.417585 10583 layer_factory.hpp:77] Creating layer loss1/drop_fc | |
| I0330 00:58:45.417605 10583 net.cpp:106] Creating Layer loss1/drop_fc | |
| I0330 00:58:45.417618 10583 net.cpp:454] loss1/drop_fc <- loss1/fc | |
| I0330 00:58:45.417632 10583 net.cpp:397] loss1/drop_fc -> loss1/fc (in-place) | |
| I0330 00:58:45.417685 10583 net.cpp:150] Setting up loss1/drop_fc | |
| I0330 00:58:45.417708 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.417727 10583 net.cpp:165] Memory required for data: 274389952 | |
| I0330 00:58:45.417747 10583 layer_factory.hpp:77] Creating layer loss1/lstm | |
| I0330 00:58:45.417770 10583 net.cpp:106] Creating Layer loss1/lstm | |
| I0330 00:58:45.417784 10583 net.cpp:454] loss1/lstm <- dummy_dummy_0_split_0 | |
| I0330 00:58:45.417798 10583 net.cpp:454] loss1/lstm <- label_cont_data_2_split_0 | |
| I0330 00:58:45.417810 10583 net.cpp:454] loss1/lstm <- loss1/fc | |
| I0330 00:58:45.417829 10583 net.cpp:411] loss1/lstm -> loss1/lstm | |
| I0330 00:58:45.417860 10583 recurrent_layer.cpp:27] Initializing recurrent layer: assuming input batch contains 22 timesteps of 8 independent streams. | |
| I0330 00:58:45.418879 10583 net.cpp:49] Initializing net from parameters: | |
| input: "x" | |
| input: "cont" | |
| input: "x_static" | |
| input: "c_0" | |
| input: "h_0" | |
| force_backward: true | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| } | |
| input_shape { | |
| dim: 8 | |
| dim: 1024 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| layer { | |
| name: "loss1/lstm_cont_slice" | |
| type: "Slice" | |
| bottom: "cont" | |
| top: "cont_1" | |
| top: "cont_2" | |
| top: "cont_3" | |
| top: "cont_4" | |
| top: "cont_5" | |
| top: "cont_6" | |
| top: "cont_7" | |
| top: "cont_8" | |
| top: "cont_9" | |
| top: "cont_10" | |
| top: "cont_11" | |
| top: "cont_12" | |
| top: "cont_13" | |
| top: "cont_14" | |
| top: "cont_15" | |
| top: "cont_16" | |
| top: "cont_17" | |
| top: "cont_18" | |
| top: "cont_19" | |
| top: "cont_20" | |
| top: "cont_21" | |
| top: "cont_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_x_transform" | |
| type: "InnerProduct" | |
| bottom: "x" | |
| top: "W_xc_x" | |
| param { | |
| name: "W_xc" | |
| } | |
| param { | |
| name: "b_c" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: true | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_W_xc_x_static" | |
| type: "InnerProduct" | |
| bottom: "x_static" | |
| top: "W_xc_x_static_preshape" | |
| param { | |
| name: "W_xc_static" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 1 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_" | |
| type: "Reshape" | |
| bottom: "W_xc_x_static_preshape" | |
| top: "W_xc_x_static" | |
| reshape_param { | |
| shape { | |
| dim: 1 | |
| dim: -1 | |
| dim: 2048 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_W_xc_x_slice" | |
| type: "Slice" | |
| bottom: "W_xc_x" | |
| top: "W_xc_x_1" | |
| top: "W_xc_x_2" | |
| top: "W_xc_x_3" | |
| top: "W_xc_x_4" | |
| top: "W_xc_x_5" | |
| top: "W_xc_x_6" | |
| top: "W_xc_x_7" | |
| top: "W_xc_x_8" | |
| top: "W_xc_x_9" | |
| top: "W_xc_x_10" | |
| top: "W_xc_x_11" | |
| top: "W_xc_x_12" | |
| top: "W_xc_x_13" | |
| top: "W_xc_x_14" | |
| top: "W_xc_x_15" | |
| top: "W_xc_x_16" | |
| top: "W_xc_x_17" | |
| top: "W_xc_x_18" | |
| top: "W_xc_x_19" | |
| top: "W_xc_x_20" | |
| top: "W_xc_x_21" | |
| top: "W_xc_x_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_0" | |
| type: "Scalar" | |
| bottom: "h_0" | |
| bottom: "cont_1" | |
| top: "h_conted_0" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_1" | |
| type: "InnerProduct" | |
| bottom: "h_conted_0" | |
| top: "W_hc_h_0" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_1" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_0" | |
| bottom: "W_xc_x_1" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_1" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_1" | |
| type: "LSTMUnit" | |
| bottom: "c_0" | |
| bottom: "gate_input_1" | |
| bottom: "cont_1" | |
| top: "c_1" | |
| top: "h_1" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_1" | |
| type: "Scalar" | |
| bottom: "h_1" | |
| bottom: "cont_2" | |
| top: "h_conted_1" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_2" | |
| type: "InnerProduct" | |
| bottom: "h_conted_1" | |
| top: "W_hc_h_1" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_2" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_1" | |
| bottom: "W_xc_x_2" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_2" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_2" | |
| type: "LSTMUnit" | |
| bottom: "c_1" | |
| bottom: "gate_input_2" | |
| bottom: "cont_2" | |
| top: "c_2" | |
| top: "h_2" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_2" | |
| type: "Scalar" | |
| bottom: "h_2" | |
| bottom: "cont_3" | |
| top: "h_conted_2" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_3" | |
| type: "InnerProduct" | |
| bottom: "h_conted_2" | |
| top: "W_hc_h_2" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_3" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_2" | |
| bottom: "W_xc_x_3" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_3" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_3" | |
| type: "LSTMUnit" | |
| bottom: "c_2" | |
| bottom: "gate_input_3" | |
| bottom: "cont_3" | |
| top: "c_3" | |
| top: "h_3" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_3" | |
| type: "Scalar" | |
| bottom: "h_3" | |
| bottom: "cont_4" | |
| top: "h_conted_3" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_4" | |
| type: "InnerProduct" | |
| bottom: "h_conted_3" | |
| top: "W_hc_h_3" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_4" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_3" | |
| bottom: "W_xc_x_4" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_4" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_4" | |
| type: "LSTMUnit" | |
| bottom: "c_3" | |
| bottom: "gate_input_4" | |
| bottom: "cont_4" | |
| top: "c_4" | |
| top: "h_4" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_4" | |
| type: "Scalar" | |
| bottom: "h_4" | |
| bottom: "cont_5" | |
| top: "h_conted_4" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_5" | |
| type: "InnerProduct" | |
| bottom: "h_conted_4" | |
| top: "W_hc_h_4" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_5" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_4" | |
| bottom: "W_xc_x_5" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_5" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_5" | |
| type: "LSTMUnit" | |
| bottom: "c_4" | |
| bottom: "gate_input_5" | |
| bottom: "cont_5" | |
| top: "c_5" | |
| top: "h_5" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_5" | |
| type: "Scalar" | |
| bottom: "h_5" | |
| bottom: "cont_6" | |
| top: "h_conted_5" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_6" | |
| type: "InnerProduct" | |
| bottom: "h_conted_5" | |
| top: "W_hc_h_5" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_6" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_5" | |
| bottom: "W_xc_x_6" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_6" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_6" | |
| type: "LSTMUnit" | |
| bottom: "c_5" | |
| bottom: "gate_input_6" | |
| bottom: "cont_6" | |
| top: "c_6" | |
| top: "h_6" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_6" | |
| type: "Scalar" | |
| bottom: "h_6" | |
| bottom: "cont_7" | |
| top: "h_conted_6" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_7" | |
| type: "InnerProduct" | |
| bottom: "h_conted_6" | |
| top: "W_hc_h_6" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_7" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_6" | |
| bottom: "W_xc_x_7" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_7" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_7" | |
| type: "LSTMUnit" | |
| bottom: "c_6" | |
| bottom: "gate_input_7" | |
| bottom: "cont_7" | |
| top: "c_7" | |
| top: "h_7" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_7" | |
| type: "Scalar" | |
| bottom: "h_7" | |
| bottom: "cont_8" | |
| top: "h_conted_7" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_8" | |
| type: "InnerProduct" | |
| bottom: "h_conted_7" | |
| top: "W_hc_h_7" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_8" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_7" | |
| bottom: "W_xc_x_8" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_8" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_8" | |
| type: "LSTMUnit" | |
| bottom: "c_7" | |
| bottom: "gate_input_8" | |
| bottom: "cont_8" | |
| top: "c_8" | |
| top: "h_8" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_8" | |
| type: "Scalar" | |
| bottom: "h_8" | |
| bottom: "cont_9" | |
| top: "h_conted_8" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_9" | |
| type: "InnerProduct" | |
| bottom: "h_conted_8" | |
| top: "W_hc_h_8" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_9" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_8" | |
| bottom: "W_xc_x_9" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_9" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_9" | |
| type: "LSTMUnit" | |
| bottom: "c_8" | |
| bottom: "gate_input_9" | |
| bottom: "cont_9" | |
| top: "c_9" | |
| top: "h_9" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_9" | |
| type: "Scalar" | |
| bottom: "h_9" | |
| bottom: "cont_10" | |
| top: "h_conted_9" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_10" | |
| type: "InnerProduct" | |
| bottom: "h_conted_9" | |
| top: "W_hc_h_9" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_10" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_9" | |
| bottom: "W_xc_x_10" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_10" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_10" | |
| type: "LSTMUnit" | |
| bottom: "c_9" | |
| bottom: "gate_input_10" | |
| bottom: "cont_10" | |
| top: "c_10" | |
| top: "h_10" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_10" | |
| type: "Scalar" | |
| bottom: "h_10" | |
| bottom: "cont_11" | |
| top: "h_conted_10" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_11" | |
| type: "InnerProduct" | |
| bottom: "h_conted_10" | |
| top: "W_hc_h_10" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_11" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_10" | |
| bottom: "W_xc_x_11" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_11" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_11" | |
| type: "LSTMUnit" | |
| bottom: "c_10" | |
| bottom: "gate_input_11" | |
| bottom: "cont_11" | |
| top: "c_11" | |
| top: "h_11" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_11" | |
| type: "Scalar" | |
| bottom: "h_11" | |
| bottom: "cont_12" | |
| top: "h_conted_11" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_12" | |
| type: "InnerProduct" | |
| bottom: "h_conted_11" | |
| top: "W_hc_h_11" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_12" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_11" | |
| bottom: "W_xc_x_12" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_12" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_12" | |
| type: "LSTMUnit" | |
| bottom: "c_11" | |
| bottom: "gate_input_12" | |
| bottom: "cont_12" | |
| top: "c_12" | |
| top: "h_12" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_12" | |
| type: "Scalar" | |
| bottom: "h_12" | |
| bottom: "cont_13" | |
| top: "h_conted_12" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_13" | |
| type: "InnerProduct" | |
| bottom: "h_conted_12" | |
| top: "W_hc_h_12" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_13" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_12" | |
| bottom: "W_xc_x_13" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_13" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_13" | |
| type: "LSTMUnit" | |
| bottom: "c_12" | |
| bottom: "gate_input_13" | |
| bottom: "cont_13" | |
| top: "c_13" | |
| top: "h_13" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_13" | |
| type: "Scalar" | |
| bottom: "h_13" | |
| bottom: "cont_14" | |
| top: "h_conted_13" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_14" | |
| type: "InnerProduct" | |
| bottom: "h_conted_13" | |
| top: "W_hc_h_13" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_14" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_13" | |
| bottom: "W_xc_x_14" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_14" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_14" | |
| type: "LSTMUnit" | |
| bottom: "c_13" | |
| bottom: "gate_input_14" | |
| bottom: "cont_14" | |
| top: "c_14" | |
| top: "h_14" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_14" | |
| type: "Scalar" | |
| bottom: "h_14" | |
| bottom: "cont_15" | |
| top: "h_conted_14" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_15" | |
| type: "InnerProduct" | |
| bottom: "h_conted_14" | |
| top: "W_hc_h_14" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_15" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_14" | |
| bottom: "W_xc_x_15" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_15" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_15" | |
| type: "LSTMUnit" | |
| bottom: "c_14" | |
| bottom: "gate_input_15" | |
| bottom: "cont_15" | |
| top: "c_15" | |
| top: "h_15" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_15" | |
| type: "Scalar" | |
| bottom: "h_15" | |
| bottom: "cont_16" | |
| top: "h_conted_15" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_16" | |
| type: "InnerProduct" | |
| bottom: "h_conted_15" | |
| top: "W_hc_h_15" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_16" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_15" | |
| bottom: "W_xc_x_16" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_16" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_16" | |
| type: "LSTMUnit" | |
| bottom: "c_15" | |
| bottom: "gate_input_16" | |
| bottom: "cont_16" | |
| top: "c_16" | |
| top: "h_16" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_16" | |
| type: "Scalar" | |
| bottom: "h_16" | |
| bottom: "cont_17" | |
| top: "h_conted_16" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_17" | |
| type: "InnerProduct" | |
| bottom: "h_conted_16" | |
| top: "W_hc_h_16" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_17" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_16" | |
| bottom: "W_xc_x_17" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_17" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_17" | |
| type: "LSTMUnit" | |
| bottom: "c_16" | |
| bottom: "gate_input_17" | |
| bottom: "cont_17" | |
| top: "c_17" | |
| top: "h_17" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_17" | |
| type: "Scalar" | |
| bottom: "h_17" | |
| bottom: "cont_18" | |
| top: "h_conted_17" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_18" | |
| type: "InnerProduct" | |
| bottom: "h_conted_17" | |
| top: "W_hc_h_17" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_18" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_17" | |
| bottom: "W_xc_x_18" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_18" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_18" | |
| type: "LSTMUnit" | |
| bottom: "c_17" | |
| bottom: "gate_input_18" | |
| bottom: "cont_18" | |
| top: "c_18" | |
| top: "h_18" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_18" | |
| type: "Scalar" | |
| bottom: "h_18" | |
| bottom: "cont_19" | |
| top: "h_conted_18" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_19" | |
| type: "InnerProduct" | |
| bottom: "h_conted_18" | |
| top: "W_hc_h_18" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_19" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_18" | |
| bottom: "W_xc_x_19" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_19" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_19" | |
| type: "LSTMUnit" | |
| bottom: "c_18" | |
| bottom: "gate_input_19" | |
| bottom: "cont_19" | |
| top: "c_19" | |
| top: "h_19" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_19" | |
| type: "Scalar" | |
| bottom: "h_19" | |
| bottom: "cont_20" | |
| top: "h_conted_19" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_20" | |
| type: "InnerProduct" | |
| bottom: "h_conted_19" | |
| top: "W_hc_h_19" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_20" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_19" | |
| bottom: "W_xc_x_20" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_20" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_20" | |
| type: "LSTMUnit" | |
| bottom: "c_19" | |
| bottom: "gate_input_20" | |
| bottom: "cont_20" | |
| top: "c_20" | |
| top: "h_20" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_20" | |
| type: "Scalar" | |
| bottom: "h_20" | |
| bottom: "cont_21" | |
| top: "h_conted_20" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_21" | |
| type: "InnerProduct" | |
| bottom: "h_conted_20" | |
| top: "W_hc_h_20" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_21" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_20" | |
| bottom: "W_xc_x_21" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_21" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_21" | |
| type: "LSTMUnit" | |
| bottom: "c_20" | |
| bottom: "gate_input_21" | |
| bottom: "cont_21" | |
| top: "c_21" | |
| top: "h_21" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_21" | |
| type: "Scalar" | |
| bottom: "h_21" | |
| bottom: "cont_22" | |
| top: "h_conted_21" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_22" | |
| type: "InnerProduct" | |
| bottom: "h_conted_21" | |
| top: "W_hc_h_21" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_22" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_21" | |
| bottom: "W_xc_x_22" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_22" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_22" | |
| type: "LSTMUnit" | |
| bottom: "c_21" | |
| bottom: "gate_input_22" | |
| bottom: "cont_22" | |
| top: "c_22" | |
| top: "h_22" | |
| } | |
| layer { | |
| name: "loss1/lstm_" | |
| type: "Split" | |
| bottom: "c_22" | |
| top: "c_T" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_concat" | |
| type: "Concat" | |
| bottom: "h_1" | |
| bottom: "h_2" | |
| bottom: "h_3" | |
| bottom: "h_4" | |
| bottom: "h_5" | |
| bottom: "h_6" | |
| bottom: "h_7" | |
| bottom: "h_8" | |
| bottom: "h_9" | |
| bottom: "h_10" | |
| bottom: "h_11" | |
| bottom: "h_12" | |
| bottom: "h_13" | |
| bottom: "h_14" | |
| bottom: "h_15" | |
| bottom: "h_16" | |
| bottom: "h_17" | |
| bottom: "h_18" | |
| bottom: "h_19" | |
| bottom: "h_20" | |
| bottom: "h_21" | |
| bottom: "h_22" | |
| top: "h" | |
| concat_param { | |
| axis: 0 | |
| } | |
| } | |
| I0330 00:58:45.423949 10583 net.cpp:413] Input 0 -> x | |
| I0330 00:58:45.424022 10583 net.cpp:413] Input 1 -> cont | |
| I0330 00:58:45.424069 10583 net.cpp:413] Input 2 -> x_static | |
| I0330 00:58:45.424136 10583 net.cpp:413] Input 3 -> c_0 | |
| I0330 00:58:45.424216 10583 net.cpp:413] Input 4 -> h_0 | |
| I0330 00:58:45.424305 10583 layer_factory.hpp:77] Creating layer loss1/lstm_cont_slice | |
| I0330 00:58:45.424345 10583 net.cpp:106] Creating Layer loss1/lstm_cont_slice | |
| I0330 00:58:45.424358 10583 net.cpp:454] loss1/lstm_cont_slice <- cont | |
| I0330 00:58:45.424372 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_1 | |
| I0330 00:58:45.424391 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_2 | |
| I0330 00:58:45.424419 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_3 | |
| I0330 00:58:45.424446 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_4 | |
| I0330 00:58:45.424465 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_5 | |
| I0330 00:58:45.424482 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_6 | |
| I0330 00:58:45.424510 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_7 | |
| I0330 00:58:45.424535 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_8 | |
| I0330 00:58:45.424551 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_9 | |
| I0330 00:58:45.424566 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_10 | |
| I0330 00:58:45.424582 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_11 | |
| I0330 00:58:45.424600 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_12 | |
| I0330 00:58:45.424629 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_13 | |
| I0330 00:58:45.424651 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_14 | |
| I0330 00:58:45.424666 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_15 | |
| I0330 00:58:45.424681 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_16 | |
| I0330 00:58:45.424702 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_17 | |
| I0330 00:58:45.424718 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_18 | |
| I0330 00:58:45.424734 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_19 | |
| I0330 00:58:45.424749 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_20 | |
| I0330 00:58:45.424775 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_21 | |
| I0330 00:58:45.424801 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_22 | |
| I0330 00:58:45.425159 10583 net.cpp:150] Setting up loss1/lstm_cont_slice | |
| I0330 00:58:45.425192 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425205 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425216 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425227 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425238 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425257 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425281 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425298 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425310 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425321 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425333 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425343 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425354 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425365 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425375 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425386 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425397 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425408 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425420 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425431 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425441 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425452 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425467 10583 net.cpp:165] Memory required for data: 704 | |
| I0330 00:58:45.425485 10583 layer_factory.hpp:77] Creating layer cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:45.425510 10583 net.cpp:106] Creating Layer cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:45.425524 10583 net.cpp:454] cont_1_loss1/lstm_cont_slice_0_split <- cont_1 | |
| I0330 00:58:45.425537 10583 net.cpp:411] cont_1_loss1/lstm_cont_slice_0_split -> cont_1_loss1/lstm_cont_slice_0_split_0 | |
| I0330 00:58:45.425551 10583 net.cpp:411] cont_1_loss1/lstm_cont_slice_0_split -> cont_1_loss1/lstm_cont_slice_0_split_1 | |
| I0330 00:58:45.425611 10583 net.cpp:150] Setting up cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:45.425627 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425639 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425662 10583 net.cpp:165] Memory required for data: 768 | |
| I0330 00:58:45.425673 10583 layer_factory.hpp:77] Creating layer cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:45.425689 10583 net.cpp:106] Creating Layer cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:45.425700 10583 net.cpp:454] cont_2_loss1/lstm_cont_slice_1_split <- cont_2 | |
| I0330 00:58:45.425715 10583 net.cpp:411] cont_2_loss1/lstm_cont_slice_1_split -> cont_2_loss1/lstm_cont_slice_1_split_0 | |
| I0330 00:58:45.425740 10583 net.cpp:411] cont_2_loss1/lstm_cont_slice_1_split -> cont_2_loss1/lstm_cont_slice_1_split_1 | |
| I0330 00:58:45.425812 10583 net.cpp:150] Setting up cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:45.425830 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425842 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425851 10583 net.cpp:165] Memory required for data: 832 | |
| I0330 00:58:45.425863 10583 layer_factory.hpp:77] Creating layer cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:45.425874 10583 net.cpp:106] Creating Layer cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:45.425885 10583 net.cpp:454] cont_3_loss1/lstm_cont_slice_2_split <- cont_3 | |
| I0330 00:58:45.425900 10583 net.cpp:411] cont_3_loss1/lstm_cont_slice_2_split -> cont_3_loss1/lstm_cont_slice_2_split_0 | |
| I0330 00:58:45.425915 10583 net.cpp:411] cont_3_loss1/lstm_cont_slice_2_split -> cont_3_loss1/lstm_cont_slice_2_split_1 | |
| I0330 00:58:45.425971 10583 net.cpp:150] Setting up cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:45.425988 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.425999 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426009 10583 net.cpp:165] Memory required for data: 896 | |
| I0330 00:58:45.426019 10583 layer_factory.hpp:77] Creating layer cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:45.426033 10583 net.cpp:106] Creating Layer cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:45.426043 10583 net.cpp:454] cont_4_loss1/lstm_cont_slice_3_split <- cont_4 | |
| I0330 00:58:45.426057 10583 net.cpp:411] cont_4_loss1/lstm_cont_slice_3_split -> cont_4_loss1/lstm_cont_slice_3_split_0 | |
| I0330 00:58:45.426071 10583 net.cpp:411] cont_4_loss1/lstm_cont_slice_3_split -> cont_4_loss1/lstm_cont_slice_3_split_1 | |
| I0330 00:58:45.426141 10583 net.cpp:150] Setting up cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:45.426163 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426174 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426184 10583 net.cpp:165] Memory required for data: 960 | |
| I0330 00:58:45.426194 10583 layer_factory.hpp:77] Creating layer cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:45.426209 10583 net.cpp:106] Creating Layer cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:45.426221 10583 net.cpp:454] cont_5_loss1/lstm_cont_slice_4_split <- cont_5 | |
| I0330 00:58:45.426236 10583 net.cpp:411] cont_5_loss1/lstm_cont_slice_4_split -> cont_5_loss1/lstm_cont_slice_4_split_0 | |
| I0330 00:58:45.426254 10583 net.cpp:411] cont_5_loss1/lstm_cont_slice_4_split -> cont_5_loss1/lstm_cont_slice_4_split_1 | |
| I0330 00:58:45.426306 10583 net.cpp:150] Setting up cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:45.426323 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426336 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426345 10583 net.cpp:165] Memory required for data: 1024 | |
| I0330 00:58:45.426355 10583 layer_factory.hpp:77] Creating layer cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:45.426367 10583 net.cpp:106] Creating Layer cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:45.426378 10583 net.cpp:454] cont_6_loss1/lstm_cont_slice_5_split <- cont_6 | |
| I0330 00:58:45.426390 10583 net.cpp:411] cont_6_loss1/lstm_cont_slice_5_split -> cont_6_loss1/lstm_cont_slice_5_split_0 | |
| I0330 00:58:45.426403 10583 net.cpp:411] cont_6_loss1/lstm_cont_slice_5_split -> cont_6_loss1/lstm_cont_slice_5_split_1 | |
| I0330 00:58:45.426453 10583 net.cpp:150] Setting up cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:45.426470 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426481 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426491 10583 net.cpp:165] Memory required for data: 1088 | |
| I0330 00:58:45.426513 10583 layer_factory.hpp:77] Creating layer cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:45.426527 10583 net.cpp:106] Creating Layer cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:45.426537 10583 net.cpp:454] cont_7_loss1/lstm_cont_slice_6_split <- cont_7 | |
| I0330 00:58:45.426551 10583 net.cpp:411] cont_7_loss1/lstm_cont_slice_6_split -> cont_7_loss1/lstm_cont_slice_6_split_0 | |
| I0330 00:58:45.426565 10583 net.cpp:411] cont_7_loss1/lstm_cont_slice_6_split -> cont_7_loss1/lstm_cont_slice_6_split_1 | |
| I0330 00:58:45.426614 10583 net.cpp:150] Setting up cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:45.426631 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426642 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426652 10583 net.cpp:165] Memory required for data: 1152 | |
| I0330 00:58:45.426662 10583 layer_factory.hpp:77] Creating layer cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:45.426678 10583 net.cpp:106] Creating Layer cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:45.426690 10583 net.cpp:454] cont_8_loss1/lstm_cont_slice_7_split <- cont_8 | |
| I0330 00:58:45.426703 10583 net.cpp:411] cont_8_loss1/lstm_cont_slice_7_split -> cont_8_loss1/lstm_cont_slice_7_split_0 | |
| I0330 00:58:45.426717 10583 net.cpp:411] cont_8_loss1/lstm_cont_slice_7_split -> cont_8_loss1/lstm_cont_slice_7_split_1 | |
| I0330 00:58:45.426767 10583 net.cpp:150] Setting up cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:45.426784 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426795 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426810 10583 net.cpp:165] Memory required for data: 1216 | |
| I0330 00:58:45.426820 10583 layer_factory.hpp:77] Creating layer cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:45.426832 10583 net.cpp:106] Creating Layer cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:45.426842 10583 net.cpp:454] cont_9_loss1/lstm_cont_slice_8_split <- cont_9 | |
| I0330 00:58:45.426856 10583 net.cpp:411] cont_9_loss1/lstm_cont_slice_8_split -> cont_9_loss1/lstm_cont_slice_8_split_0 | |
| I0330 00:58:45.426868 10583 net.cpp:411] cont_9_loss1/lstm_cont_slice_8_split -> cont_9_loss1/lstm_cont_slice_8_split_1 | |
| I0330 00:58:45.426918 10583 net.cpp:150] Setting up cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:45.426935 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426946 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.426956 10583 net.cpp:165] Memory required for data: 1280 | |
| I0330 00:58:45.426967 10583 layer_factory.hpp:77] Creating layer cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:45.426997 10583 net.cpp:106] Creating Layer cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:45.427011 10583 net.cpp:454] cont_10_loss1/lstm_cont_slice_9_split <- cont_10 | |
| I0330 00:58:45.427026 10583 net.cpp:411] cont_10_loss1/lstm_cont_slice_9_split -> cont_10_loss1/lstm_cont_slice_9_split_0 | |
| I0330 00:58:45.427039 10583 net.cpp:411] cont_10_loss1/lstm_cont_slice_9_split -> cont_10_loss1/lstm_cont_slice_9_split_1 | |
| I0330 00:58:45.427089 10583 net.cpp:150] Setting up cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:45.427105 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427117 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427127 10583 net.cpp:165] Memory required for data: 1344 | |
| I0330 00:58:45.427137 10583 layer_factory.hpp:77] Creating layer cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:45.427152 10583 net.cpp:106] Creating Layer cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:45.427163 10583 net.cpp:454] cont_11_loss1/lstm_cont_slice_10_split <- cont_11 | |
| I0330 00:58:45.427175 10583 net.cpp:411] cont_11_loss1/lstm_cont_slice_10_split -> cont_11_loss1/lstm_cont_slice_10_split_0 | |
| I0330 00:58:45.427189 10583 net.cpp:411] cont_11_loss1/lstm_cont_slice_10_split -> cont_11_loss1/lstm_cont_slice_10_split_1 | |
| I0330 00:58:45.427240 10583 net.cpp:150] Setting up cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:45.427256 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427268 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427281 10583 net.cpp:165] Memory required for data: 1408 | |
| I0330 00:58:45.427291 10583 layer_factory.hpp:77] Creating layer cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:45.427316 10583 net.cpp:106] Creating Layer cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:45.427327 10583 net.cpp:454] cont_12_loss1/lstm_cont_slice_11_split <- cont_12 | |
| I0330 00:58:45.427340 10583 net.cpp:411] cont_12_loss1/lstm_cont_slice_11_split -> cont_12_loss1/lstm_cont_slice_11_split_0 | |
| I0330 00:58:45.427353 10583 net.cpp:411] cont_12_loss1/lstm_cont_slice_11_split -> cont_12_loss1/lstm_cont_slice_11_split_1 | |
| I0330 00:58:45.427412 10583 net.cpp:150] Setting up cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:45.427429 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427441 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427450 10583 net.cpp:165] Memory required for data: 1472 | |
| I0330 00:58:45.427461 10583 layer_factory.hpp:77] Creating layer cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:45.427474 10583 net.cpp:106] Creating Layer cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:45.427484 10583 net.cpp:454] cont_13_loss1/lstm_cont_slice_12_split <- cont_13 | |
| I0330 00:58:45.427497 10583 net.cpp:411] cont_13_loss1/lstm_cont_slice_12_split -> cont_13_loss1/lstm_cont_slice_12_split_0 | |
| I0330 00:58:45.427511 10583 net.cpp:411] cont_13_loss1/lstm_cont_slice_12_split -> cont_13_loss1/lstm_cont_slice_12_split_1 | |
| I0330 00:58:45.427559 10583 net.cpp:150] Setting up cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:45.427577 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427587 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427597 10583 net.cpp:165] Memory required for data: 1536 | |
| I0330 00:58:45.427608 10583 layer_factory.hpp:77] Creating layer cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:45.427621 10583 net.cpp:106] Creating Layer cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:45.427633 10583 net.cpp:454] cont_14_loss1/lstm_cont_slice_13_split <- cont_14 | |
| I0330 00:58:45.427644 10583 net.cpp:411] cont_14_loss1/lstm_cont_slice_13_split -> cont_14_loss1/lstm_cont_slice_13_split_0 | |
| I0330 00:58:45.427657 10583 net.cpp:411] cont_14_loss1/lstm_cont_slice_13_split -> cont_14_loss1/lstm_cont_slice_13_split_1 | |
| I0330 00:58:45.427743 10583 net.cpp:150] Setting up cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:45.427765 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427778 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427786 10583 net.cpp:165] Memory required for data: 1600 | |
| I0330 00:58:45.427798 10583 layer_factory.hpp:77] Creating layer cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:45.427809 10583 net.cpp:106] Creating Layer cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:45.427820 10583 net.cpp:454] cont_15_loss1/lstm_cont_slice_14_split <- cont_15 | |
| I0330 00:58:45.427832 10583 net.cpp:411] cont_15_loss1/lstm_cont_slice_14_split -> cont_15_loss1/lstm_cont_slice_14_split_0 | |
| I0330 00:58:45.427846 10583 net.cpp:411] cont_15_loss1/lstm_cont_slice_14_split -> cont_15_loss1/lstm_cont_slice_14_split_1 | |
| I0330 00:58:45.427904 10583 net.cpp:150] Setting up cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:45.427922 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427932 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.427942 10583 net.cpp:165] Memory required for data: 1664 | |
| I0330 00:58:45.427953 10583 layer_factory.hpp:77] Creating layer cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:45.427965 10583 net.cpp:106] Creating Layer cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:45.427976 10583 net.cpp:454] cont_16_loss1/lstm_cont_slice_15_split <- cont_16 | |
| I0330 00:58:45.427991 10583 net.cpp:411] cont_16_loss1/lstm_cont_slice_15_split -> cont_16_loss1/lstm_cont_slice_15_split_0 | |
| I0330 00:58:45.428005 10583 net.cpp:411] cont_16_loss1/lstm_cont_slice_15_split -> cont_16_loss1/lstm_cont_slice_15_split_1 | |
| I0330 00:58:45.428053 10583 net.cpp:150] Setting up cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:45.428069 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428081 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428091 10583 net.cpp:165] Memory required for data: 1728 | |
| I0330 00:58:45.428112 10583 layer_factory.hpp:77] Creating layer cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:45.428128 10583 net.cpp:106] Creating Layer cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:45.428139 10583 net.cpp:454] cont_17_loss1/lstm_cont_slice_16_split <- cont_17 | |
| I0330 00:58:45.428153 10583 net.cpp:411] cont_17_loss1/lstm_cont_slice_16_split -> cont_17_loss1/lstm_cont_slice_16_split_0 | |
| I0330 00:58:45.428165 10583 net.cpp:411] cont_17_loss1/lstm_cont_slice_16_split -> cont_17_loss1/lstm_cont_slice_16_split_1 | |
| I0330 00:58:45.428220 10583 net.cpp:150] Setting up cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:45.428237 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428248 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428258 10583 net.cpp:165] Memory required for data: 1792 | |
| I0330 00:58:45.428268 10583 layer_factory.hpp:77] Creating layer cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:45.428280 10583 net.cpp:106] Creating Layer cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:45.428290 10583 net.cpp:454] cont_18_loss1/lstm_cont_slice_17_split <- cont_18 | |
| I0330 00:58:45.428303 10583 net.cpp:411] cont_18_loss1/lstm_cont_slice_17_split -> cont_18_loss1/lstm_cont_slice_17_split_0 | |
| I0330 00:58:45.428315 10583 net.cpp:411] cont_18_loss1/lstm_cont_slice_17_split -> cont_18_loss1/lstm_cont_slice_17_split_1 | |
| I0330 00:58:45.428369 10583 net.cpp:150] Setting up cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:45.428385 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428400 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428411 10583 net.cpp:165] Memory required for data: 1856 | |
| I0330 00:58:45.428429 10583 layer_factory.hpp:77] Creating layer cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:45.428449 10583 net.cpp:106] Creating Layer cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:45.428462 10583 net.cpp:454] cont_19_loss1/lstm_cont_slice_18_split <- cont_19 | |
| I0330 00:58:45.428477 10583 net.cpp:411] cont_19_loss1/lstm_cont_slice_18_split -> cont_19_loss1/lstm_cont_slice_18_split_0 | |
| I0330 00:58:45.428491 10583 net.cpp:411] cont_19_loss1/lstm_cont_slice_18_split -> cont_19_loss1/lstm_cont_slice_18_split_1 | |
| I0330 00:58:45.428553 10583 net.cpp:150] Setting up cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:45.428570 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428582 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428591 10583 net.cpp:165] Memory required for data: 1920 | |
| I0330 00:58:45.428602 10583 layer_factory.hpp:77] Creating layer cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:45.428614 10583 net.cpp:106] Creating Layer cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:45.428624 10583 net.cpp:454] cont_20_loss1/lstm_cont_slice_19_split <- cont_20 | |
| I0330 00:58:45.428637 10583 net.cpp:411] cont_20_loss1/lstm_cont_slice_19_split -> cont_20_loss1/lstm_cont_slice_19_split_0 | |
| I0330 00:58:45.428650 10583 net.cpp:411] cont_20_loss1/lstm_cont_slice_19_split -> cont_20_loss1/lstm_cont_slice_19_split_1 | |
| I0330 00:58:45.428700 10583 net.cpp:150] Setting up cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:45.428716 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428728 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428737 10583 net.cpp:165] Memory required for data: 1984 | |
| I0330 00:58:45.428747 10583 layer_factory.hpp:77] Creating layer cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:45.428760 10583 net.cpp:106] Creating Layer cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:45.428771 10583 net.cpp:454] cont_21_loss1/lstm_cont_slice_20_split <- cont_21 | |
| I0330 00:58:45.428784 10583 net.cpp:411] cont_21_loss1/lstm_cont_slice_20_split -> cont_21_loss1/lstm_cont_slice_20_split_0 | |
| I0330 00:58:45.428798 10583 net.cpp:411] cont_21_loss1/lstm_cont_slice_20_split -> cont_21_loss1/lstm_cont_slice_20_split_1 | |
| I0330 00:58:45.428848 10583 net.cpp:150] Setting up cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:45.428864 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428875 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.428885 10583 net.cpp:165] Memory required for data: 2048 | |
| I0330 00:58:45.428912 10583 layer_factory.hpp:77] Creating layer cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:45.428928 10583 net.cpp:106] Creating Layer cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:45.428941 10583 net.cpp:454] cont_22_loss1/lstm_cont_slice_21_split <- cont_22 | |
| I0330 00:58:45.428952 10583 net.cpp:411] cont_22_loss1/lstm_cont_slice_21_split -> cont_22_loss1/lstm_cont_slice_21_split_0 | |
| I0330 00:58:45.428966 10583 net.cpp:411] cont_22_loss1/lstm_cont_slice_21_split -> cont_22_loss1/lstm_cont_slice_21_split_1 | |
| I0330 00:58:45.429039 10583 net.cpp:150] Setting up cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:45.429059 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.429069 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.429080 10583 net.cpp:165] Memory required for data: 2112 | |
| I0330 00:58:45.429090 10583 layer_factory.hpp:77] Creating layer loss1/lstm_x_transform | |
| I0330 00:58:45.429105 10583 net.cpp:106] Creating Layer loss1/lstm_x_transform | |
| I0330 00:58:45.429116 10583 net.cpp:454] loss1/lstm_x_transform <- x | |
| I0330 00:58:45.429128 10583 net.cpp:411] loss1/lstm_x_transform -> W_xc_x | |
| I0330 00:58:45.429282 10583 net.cpp:150] Setting up loss1/lstm_x_transform | |
| I0330 00:58:45.429301 10583 net.cpp:157] Top shape: 22 8 2048 (360448) | |
| I0330 00:58:45.429311 10583 net.cpp:165] Memory required for data: 1443904 | |
| I0330 00:58:45.429327 10583 layer_factory.hpp:77] Creating layer loss1/lstm_W_xc_x_static | |
| I0330 00:58:45.429342 10583 net.cpp:106] Creating Layer loss1/lstm_W_xc_x_static | |
| I0330 00:58:45.429352 10583 net.cpp:454] loss1/lstm_W_xc_x_static <- x_static | |
| I0330 00:58:45.429368 10583 net.cpp:411] loss1/lstm_W_xc_x_static -> W_xc_x_static_preshape | |
| I0330 00:58:45.445842 10583 net.cpp:150] Setting up loss1/lstm_W_xc_x_static | |
| I0330 00:58:45.445891 10583 net.cpp:157] Top shape: 8 2048 (16384) | |
| I0330 00:58:45.445904 10583 net.cpp:165] Memory required for data: 1509440 | |
| I0330 00:58:45.445925 10583 layer_factory.hpp:77] Creating layer loss1/lstm_ | |
| I0330 00:58:45.447510 10583 net.cpp:106] Creating Layer loss1/lstm_ | |
| I0330 00:58:45.447536 10583 net.cpp:454] loss1/lstm_ <- W_xc_x_static_preshape | |
| I0330 00:58:45.447556 10583 net.cpp:411] loss1/lstm_ -> W_xc_x_static | |
| I0330 00:58:45.447619 10583 net.cpp:150] Setting up loss1/lstm_ | |
| I0330 00:58:45.447643 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.447654 10583 net.cpp:165] Memory required for data: 1574976 | |
| I0330 00:58:45.447667 10583 layer_factory.hpp:77] Creating layer W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:45.447703 10583 net.cpp:106] Creating Layer W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:45.447722 10583 net.cpp:454] W_xc_x_static_loss1/lstm__0_split <- W_xc_x_static | |
| I0330 00:58:45.447742 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_0 | |
| I0330 00:58:45.447760 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_1 | |
| I0330 00:58:45.447777 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_2 | |
| I0330 00:58:45.447793 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_3 | |
| I0330 00:58:45.447808 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_4 | |
| I0330 00:58:45.447823 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_5 | |
| I0330 00:58:45.447836 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_6 | |
| I0330 00:58:45.447850 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_7 | |
| I0330 00:58:45.447865 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_8 | |
| I0330 00:58:45.447880 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_9 | |
| I0330 00:58:45.447895 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_10 | |
| I0330 00:58:45.447912 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_11 | |
| I0330 00:58:45.447939 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_12 | |
| I0330 00:58:45.447994 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_13 | |
| I0330 00:58:45.448012 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_14 | |
| I0330 00:58:45.448027 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_15 | |
| I0330 00:58:45.448041 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_16 | |
| I0330 00:58:45.448056 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_17 | |
| I0330 00:58:45.448071 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_18 | |
| I0330 00:58:45.448089 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_19 | |
| I0330 00:58:45.448103 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_20 | |
| I0330 00:58:45.448117 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_21 | |
| I0330 00:58:45.448462 10583 net.cpp:150] Setting up W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:45.448482 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448494 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448506 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448518 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448532 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448544 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448554 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448565 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448576 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448586 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448597 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448608 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448619 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448631 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448642 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448652 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448663 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448674 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448685 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448696 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448707 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448719 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.448730 10583 net.cpp:165] Memory required for data: 3016768 | |
| I0330 00:58:45.448748 10583 layer_factory.hpp:77] Creating layer loss1/lstm_W_xc_x_slice | |
| I0330 00:58:45.448779 10583 net.cpp:106] Creating Layer loss1/lstm_W_xc_x_slice | |
| I0330 00:58:45.448796 10583 net.cpp:454] loss1/lstm_W_xc_x_slice <- W_xc_x | |
| I0330 00:58:45.448812 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_1 | |
| I0330 00:58:45.448828 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_2 | |
| I0330 00:58:45.448844 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_3 | |
| I0330 00:58:45.448859 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_4 | |
| I0330 00:58:45.448873 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_5 | |
| I0330 00:58:45.448890 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_6 | |
| I0330 00:58:45.448905 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_7 | |
| I0330 00:58:45.448920 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_8 | |
| I0330 00:58:45.448933 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_9 | |
| I0330 00:58:45.448948 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_10 | |
| I0330 00:58:45.448962 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_11 | |
| I0330 00:58:45.448976 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_12 | |
| I0330 00:58:45.448990 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_13 | |
| I0330 00:58:45.449004 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_14 | |
| I0330 00:58:45.449031 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_15 | |
| I0330 00:58:45.449048 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_16 | |
| I0330 00:58:45.449064 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_17 | |
| I0330 00:58:45.449079 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_18 | |
| I0330 00:58:45.449093 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_19 | |
| I0330 00:58:45.449107 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_20 | |
| I0330 00:58:45.449121 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_21 | |
| I0330 00:58:45.449138 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_22 | |
| I0330 00:58:45.449463 10583 net.cpp:150] Setting up loss1/lstm_W_xc_x_slice | |
| I0330 00:58:45.449483 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449494 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449506 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449517 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449528 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449539 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449550 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449561 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449573 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449586 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449597 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449609 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449620 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449631 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449641 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449653 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449663 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449674 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449686 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449697 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449707 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449719 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.449729 10583 net.cpp:165] Memory required for data: 4458560 | |
| I0330 00:58:45.449739 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_0 | |
| I0330 00:58:45.449759 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_0 | |
| I0330 00:58:45.449772 10583 net.cpp:454] loss1/lstm_h_conted_0 <- h_0 | |
| I0330 00:58:45.449785 10583 net.cpp:454] loss1/lstm_h_conted_0 <- cont_1_loss1/lstm_cont_slice_0_split_0 | |
| I0330 00:58:45.449800 10583 net.cpp:411] loss1/lstm_h_conted_0 -> h_conted_0 | |
| I0330 00:58:45.449889 10583 net.cpp:150] Setting up loss1/lstm_h_conted_0 | |
| I0330 00:58:45.449908 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.449918 10583 net.cpp:165] Memory required for data: 4474944 | |
| I0330 00:58:45.449934 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_1 | |
| I0330 00:58:45.449962 10583 net.cpp:106] Creating Layer loss1/lstm_transform_1 | |
| I0330 00:58:45.449983 10583 net.cpp:454] loss1/lstm_transform_1 <- h_conted_0 | |
| I0330 00:58:45.450000 10583 net.cpp:411] loss1/lstm_transform_1 -> W_hc_h_0 | |
| I0330 00:58:45.458389 10583 net.cpp:150] Setting up loss1/lstm_transform_1 | |
| I0330 00:58:45.458421 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.458433 10583 net.cpp:165] Memory required for data: 4540480 | |
| I0330 00:58:45.458447 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_1 | |
| I0330 00:58:45.458467 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_1 | |
| I0330 00:58:45.458480 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_hc_h_0 | |
| I0330 00:58:45.458493 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_xc_x_1 | |
| I0330 00:58:45.458505 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_xc_x_static_loss1/lstm__0_split_0 | |
| I0330 00:58:45.458518 10583 net.cpp:411] loss1/lstm_gate_input_1 -> gate_input_1 | |
| I0330 00:58:45.458567 10583 net.cpp:150] Setting up loss1/lstm_gate_input_1 | |
| I0330 00:58:45.458585 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.458618 10583 net.cpp:165] Memory required for data: 4606016 | |
| I0330 00:58:45.458639 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_1 | |
| I0330 00:58:45.458664 10583 net.cpp:106] Creating Layer loss1/lstm_unit_1 | |
| I0330 00:58:45.458683 10583 net.cpp:454] loss1/lstm_unit_1 <- c_0 | |
| I0330 00:58:45.458705 10583 net.cpp:454] loss1/lstm_unit_1 <- gate_input_1 | |
| I0330 00:58:45.458727 10583 net.cpp:454] loss1/lstm_unit_1 <- cont_1_loss1/lstm_cont_slice_0_split_1 | |
| I0330 00:58:45.458745 10583 net.cpp:411] loss1/lstm_unit_1 -> c_1 | |
| I0330 00:58:45.458771 10583 net.cpp:411] loss1/lstm_unit_1 -> h_1 | |
| I0330 00:58:45.458855 10583 net.cpp:150] Setting up loss1/lstm_unit_1 | |
| I0330 00:58:45.458884 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.458895 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.458905 10583 net.cpp:165] Memory required for data: 4638784 | |
| I0330 00:58:45.458916 10583 layer_factory.hpp:77] Creating layer h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:45.458941 10583 net.cpp:106] Creating Layer h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:45.458962 10583 net.cpp:454] h_1_loss1/lstm_unit_1_1_split <- h_1 | |
| I0330 00:58:45.459012 10583 net.cpp:411] h_1_loss1/lstm_unit_1_1_split -> h_1_loss1/lstm_unit_1_1_split_0 | |
| I0330 00:58:45.459041 10583 net.cpp:411] h_1_loss1/lstm_unit_1_1_split -> h_1_loss1/lstm_unit_1_1_split_1 | |
| I0330 00:58:45.459127 10583 net.cpp:150] Setting up h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:45.459154 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.459167 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.459177 10583 net.cpp:165] Memory required for data: 4671552 | |
| I0330 00:58:45.459188 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_1 | |
| I0330 00:58:45.459205 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_1 | |
| I0330 00:58:45.459218 10583 net.cpp:454] loss1/lstm_h_conted_1 <- h_1_loss1/lstm_unit_1_1_split_0 | |
| I0330 00:58:45.459239 10583 net.cpp:454] loss1/lstm_h_conted_1 <- cont_2_loss1/lstm_cont_slice_1_split_0 | |
| I0330 00:58:45.459251 10583 net.cpp:411] loss1/lstm_h_conted_1 -> h_conted_1 | |
| I0330 00:58:45.459336 10583 net.cpp:150] Setting up loss1/lstm_h_conted_1 | |
| I0330 00:58:45.459360 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.459373 10583 net.cpp:165] Memory required for data: 4687936 | |
| I0330 00:58:45.459384 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_2 | |
| I0330 00:58:45.459398 10583 net.cpp:106] Creating Layer loss1/lstm_transform_2 | |
| I0330 00:58:45.459410 10583 net.cpp:454] loss1/lstm_transform_2 <- h_conted_1 | |
| I0330 00:58:45.459424 10583 net.cpp:411] loss1/lstm_transform_2 -> W_hc_h_1 | |
| I0330 00:58:45.467687 10583 net.cpp:150] Setting up loss1/lstm_transform_2 | |
| I0330 00:58:45.467720 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.467732 10583 net.cpp:165] Memory required for data: 4753472 | |
| I0330 00:58:45.467746 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.467761 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_2 | |
| I0330 00:58:45.467775 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_2 | |
| I0330 00:58:45.467787 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_hc_h_1 | |
| I0330 00:58:45.467799 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_xc_x_2 | |
| I0330 00:58:45.467811 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_xc_x_static_loss1/lstm__0_split_1 | |
| I0330 00:58:45.467825 10583 net.cpp:411] loss1/lstm_gate_input_2 -> gate_input_2 | |
| I0330 00:58:45.467871 10583 net.cpp:150] Setting up loss1/lstm_gate_input_2 | |
| I0330 00:58:45.467888 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.467898 10583 net.cpp:165] Memory required for data: 4819008 | |
| I0330 00:58:45.467914 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_2 | |
| I0330 00:58:45.467937 10583 net.cpp:106] Creating Layer loss1/lstm_unit_2 | |
| I0330 00:58:45.467958 10583 net.cpp:454] loss1/lstm_unit_2 <- c_1 | |
| I0330 00:58:45.467972 10583 net.cpp:454] loss1/lstm_unit_2 <- gate_input_2 | |
| I0330 00:58:45.467984 10583 net.cpp:454] loss1/lstm_unit_2 <- cont_2_loss1/lstm_cont_slice_1_split_1 | |
| I0330 00:58:45.468015 10583 net.cpp:411] loss1/lstm_unit_2 -> c_2 | |
| I0330 00:58:45.468046 10583 net.cpp:411] loss1/lstm_unit_2 -> h_2 | |
| I0330 00:58:45.468122 10583 net.cpp:150] Setting up loss1/lstm_unit_2 | |
| I0330 00:58:45.468143 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.468158 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.468174 10583 net.cpp:165] Memory required for data: 4851776 | |
| I0330 00:58:45.468194 10583 layer_factory.hpp:77] Creating layer h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:45.468214 10583 net.cpp:106] Creating Layer h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:45.468226 10583 net.cpp:454] h_2_loss1/lstm_unit_2_1_split <- h_2 | |
| I0330 00:58:45.468242 10583 net.cpp:411] h_2_loss1/lstm_unit_2_1_split -> h_2_loss1/lstm_unit_2_1_split_0 | |
| I0330 00:58:45.468257 10583 net.cpp:411] h_2_loss1/lstm_unit_2_1_split -> h_2_loss1/lstm_unit_2_1_split_1 | |
| I0330 00:58:45.468314 10583 net.cpp:150] Setting up h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:45.468334 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.468346 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.468356 10583 net.cpp:165] Memory required for data: 4884544 | |
| I0330 00:58:45.468366 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_2 | |
| I0330 00:58:45.468380 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_2 | |
| I0330 00:58:45.468392 10583 net.cpp:454] loss1/lstm_h_conted_2 <- h_2_loss1/lstm_unit_2_1_split_0 | |
| I0330 00:58:45.468405 10583 net.cpp:454] loss1/lstm_h_conted_2 <- cont_3_loss1/lstm_cont_slice_2_split_0 | |
| I0330 00:58:45.468416 10583 net.cpp:411] loss1/lstm_h_conted_2 -> h_conted_2 | |
| I0330 00:58:45.468504 10583 net.cpp:150] Setting up loss1/lstm_h_conted_2 | |
| I0330 00:58:45.468523 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.468531 10583 net.cpp:165] Memory required for data: 4900928 | |
| I0330 00:58:45.468543 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_3 | |
| I0330 00:58:45.468556 10583 net.cpp:106] Creating Layer loss1/lstm_transform_3 | |
| I0330 00:58:45.468567 10583 net.cpp:454] loss1/lstm_transform_3 <- h_conted_2 | |
| I0330 00:58:45.468580 10583 net.cpp:411] loss1/lstm_transform_3 -> W_hc_h_2 | |
| I0330 00:58:45.476863 10583 net.cpp:150] Setting up loss1/lstm_transform_3 | |
| I0330 00:58:45.476897 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.476912 10583 net.cpp:165] Memory required for data: 4966464 | |
| I0330 00:58:45.476924 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.476935 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_3 | |
| I0330 00:58:45.476950 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_3 | |
| I0330 00:58:45.476961 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_hc_h_2 | |
| I0330 00:58:45.476974 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_xc_x_3 | |
| I0330 00:58:45.476986 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_xc_x_static_loss1/lstm__0_split_2 | |
| I0330 00:58:45.477000 10583 net.cpp:411] loss1/lstm_gate_input_3 -> gate_input_3 | |
| I0330 00:58:45.477043 10583 net.cpp:150] Setting up loss1/lstm_gate_input_3 | |
| I0330 00:58:45.477061 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.477071 10583 net.cpp:165] Memory required for data: 5032000 | |
| I0330 00:58:45.477082 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_3 | |
| I0330 00:58:45.477110 10583 net.cpp:106] Creating Layer loss1/lstm_unit_3 | |
| I0330 00:58:45.477133 10583 net.cpp:454] loss1/lstm_unit_3 <- c_2 | |
| I0330 00:58:45.477149 10583 net.cpp:454] loss1/lstm_unit_3 <- gate_input_3 | |
| I0330 00:58:45.477161 10583 net.cpp:454] loss1/lstm_unit_3 <- cont_3_loss1/lstm_cont_slice_2_split_1 | |
| I0330 00:58:45.477174 10583 net.cpp:411] loss1/lstm_unit_3 -> c_3 | |
| I0330 00:58:45.477188 10583 net.cpp:411] loss1/lstm_unit_3 -> h_3 | |
| I0330 00:58:45.477264 10583 net.cpp:150] Setting up loss1/lstm_unit_3 | |
| I0330 00:58:45.477283 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.477294 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.477303 10583 net.cpp:165] Memory required for data: 5064768 | |
| I0330 00:58:45.477342 10583 layer_factory.hpp:77] Creating layer h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:45.477367 10583 net.cpp:106] Creating Layer h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:45.477393 10583 net.cpp:454] h_3_loss1/lstm_unit_3_1_split <- h_3 | |
| I0330 00:58:45.477411 10583 net.cpp:411] h_3_loss1/lstm_unit_3_1_split -> h_3_loss1/lstm_unit_3_1_split_0 | |
| I0330 00:58:45.477427 10583 net.cpp:411] h_3_loss1/lstm_unit_3_1_split -> h_3_loss1/lstm_unit_3_1_split_1 | |
| I0330 00:58:45.477488 10583 net.cpp:150] Setting up h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:45.477504 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.477515 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.477525 10583 net.cpp:165] Memory required for data: 5097536 | |
| I0330 00:58:45.477535 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_3 | |
| I0330 00:58:45.477552 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_3 | |
| I0330 00:58:45.477563 10583 net.cpp:454] loss1/lstm_h_conted_3 <- h_3_loss1/lstm_unit_3_1_split_0 | |
| I0330 00:58:45.477576 10583 net.cpp:454] loss1/lstm_h_conted_3 <- cont_4_loss1/lstm_cont_slice_3_split_0 | |
| I0330 00:58:45.477588 10583 net.cpp:411] loss1/lstm_h_conted_3 -> h_conted_3 | |
| I0330 00:58:45.477679 10583 net.cpp:150] Setting up loss1/lstm_h_conted_3 | |
| I0330 00:58:45.477705 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.477717 10583 net.cpp:165] Memory required for data: 5113920 | |
| I0330 00:58:45.477727 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_4 | |
| I0330 00:58:45.477744 10583 net.cpp:106] Creating Layer loss1/lstm_transform_4 | |
| I0330 00:58:45.477756 10583 net.cpp:454] loss1/lstm_transform_4 <- h_conted_3 | |
| I0330 00:58:45.477771 10583 net.cpp:411] loss1/lstm_transform_4 -> W_hc_h_3 | |
| I0330 00:58:45.486089 10583 net.cpp:150] Setting up loss1/lstm_transform_4 | |
| I0330 00:58:45.486145 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.486158 10583 net.cpp:165] Memory required for data: 5179456 | |
| I0330 00:58:45.486171 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.486182 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_4 | |
| I0330 00:58:45.486199 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_4 | |
| I0330 00:58:45.486212 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_hc_h_3 | |
| I0330 00:58:45.486224 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_xc_x_4 | |
| I0330 00:58:45.486238 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_xc_x_static_loss1/lstm__0_split_3 | |
| I0330 00:58:45.486250 10583 net.cpp:411] loss1/lstm_gate_input_4 -> gate_input_4 | |
| I0330 00:58:45.486294 10583 net.cpp:150] Setting up loss1/lstm_gate_input_4 | |
| I0330 00:58:45.486311 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.486321 10583 net.cpp:165] Memory required for data: 5244992 | |
| I0330 00:58:45.486335 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_4 | |
| I0330 00:58:45.486366 10583 net.cpp:106] Creating Layer loss1/lstm_unit_4 | |
| I0330 00:58:45.486387 10583 net.cpp:454] loss1/lstm_unit_4 <- c_3 | |
| I0330 00:58:45.486400 10583 net.cpp:454] loss1/lstm_unit_4 <- gate_input_4 | |
| I0330 00:58:45.486413 10583 net.cpp:454] loss1/lstm_unit_4 <- cont_4_loss1/lstm_cont_slice_3_split_1 | |
| I0330 00:58:45.486425 10583 net.cpp:411] loss1/lstm_unit_4 -> c_4 | |
| I0330 00:58:45.486439 10583 net.cpp:411] loss1/lstm_unit_4 -> h_4 | |
| I0330 00:58:45.486508 10583 net.cpp:150] Setting up loss1/lstm_unit_4 | |
| I0330 00:58:45.486526 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.486537 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.486547 10583 net.cpp:165] Memory required for data: 5277760 | |
| I0330 00:58:45.486557 10583 layer_factory.hpp:77] Creating layer h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:45.486579 10583 net.cpp:106] Creating Layer h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:45.486599 10583 net.cpp:454] h_4_loss1/lstm_unit_4_1_split <- h_4 | |
| I0330 00:58:45.486619 10583 net.cpp:411] h_4_loss1/lstm_unit_4_1_split -> h_4_loss1/lstm_unit_4_1_split_0 | |
| I0330 00:58:45.486639 10583 net.cpp:411] h_4_loss1/lstm_unit_4_1_split -> h_4_loss1/lstm_unit_4_1_split_1 | |
| I0330 00:58:45.486691 10583 net.cpp:150] Setting up h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:45.486723 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.486737 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.486745 10583 net.cpp:165] Memory required for data: 5310528 | |
| I0330 00:58:45.486757 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_4 | |
| I0330 00:58:45.486778 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_4 | |
| I0330 00:58:45.486790 10583 net.cpp:454] loss1/lstm_h_conted_4 <- h_4_loss1/lstm_unit_4_1_split_0 | |
| I0330 00:58:45.486802 10583 net.cpp:454] loss1/lstm_h_conted_4 <- cont_5_loss1/lstm_cont_slice_4_split_0 | |
| I0330 00:58:45.486815 10583 net.cpp:411] loss1/lstm_h_conted_4 -> h_conted_4 | |
| I0330 00:58:45.486909 10583 net.cpp:150] Setting up loss1/lstm_h_conted_4 | |
| I0330 00:58:45.486935 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.486955 10583 net.cpp:165] Memory required for data: 5326912 | |
| I0330 00:58:45.486968 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_5 | |
| I0330 00:58:45.486999 10583 net.cpp:106] Creating Layer loss1/lstm_transform_5 | |
| I0330 00:58:45.487012 10583 net.cpp:454] loss1/lstm_transform_5 <- h_conted_4 | |
| I0330 00:58:45.487026 10583 net.cpp:411] loss1/lstm_transform_5 -> W_hc_h_4 | |
| I0330 00:58:45.495614 10583 net.cpp:150] Setting up loss1/lstm_transform_5 | |
| I0330 00:58:45.495692 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.495704 10583 net.cpp:165] Memory required for data: 5392448 | |
| I0330 00:58:45.495721 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.495734 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_5 | |
| I0330 00:58:45.495759 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_5 | |
| I0330 00:58:45.495771 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_hc_h_4 | |
| I0330 00:58:45.495787 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_xc_x_5 | |
| I0330 00:58:45.495802 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_xc_x_static_loss1/lstm__0_split_4 | |
| I0330 00:58:45.495820 10583 net.cpp:411] loss1/lstm_gate_input_5 -> gate_input_5 | |
| I0330 00:58:45.495878 10583 net.cpp:150] Setting up loss1/lstm_gate_input_5 | |
| I0330 00:58:45.495895 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.495905 10583 net.cpp:165] Memory required for data: 5457984 | |
| I0330 00:58:45.495916 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_5 | |
| I0330 00:58:45.495930 10583 net.cpp:106] Creating Layer loss1/lstm_unit_5 | |
| I0330 00:58:45.495942 10583 net.cpp:454] loss1/lstm_unit_5 <- c_4 | |
| I0330 00:58:45.495955 10583 net.cpp:454] loss1/lstm_unit_5 <- gate_input_5 | |
| I0330 00:58:45.495967 10583 net.cpp:454] loss1/lstm_unit_5 <- cont_5_loss1/lstm_cont_slice_4_split_1 | |
| I0330 00:58:45.495985 10583 net.cpp:411] loss1/lstm_unit_5 -> c_5 | |
| I0330 00:58:45.496000 10583 net.cpp:411] loss1/lstm_unit_5 -> h_5 | |
| I0330 00:58:45.496070 10583 net.cpp:150] Setting up loss1/lstm_unit_5 | |
| I0330 00:58:45.496088 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.496099 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.496109 10583 net.cpp:165] Memory required for data: 5490752 | |
| I0330 00:58:45.496120 10583 layer_factory.hpp:77] Creating layer h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:45.496135 10583 net.cpp:106] Creating Layer h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:45.496155 10583 net.cpp:454] h_5_loss1/lstm_unit_5_1_split <- h_5 | |
| I0330 00:58:45.496167 10583 net.cpp:411] h_5_loss1/lstm_unit_5_1_split -> h_5_loss1/lstm_unit_5_1_split_0 | |
| I0330 00:58:45.496181 10583 net.cpp:411] h_5_loss1/lstm_unit_5_1_split -> h_5_loss1/lstm_unit_5_1_split_1 | |
| I0330 00:58:45.496237 10583 net.cpp:150] Setting up h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:45.496261 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.496273 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.496282 10583 net.cpp:165] Memory required for data: 5523520 | |
| I0330 00:58:45.496292 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_5 | |
| I0330 00:58:45.496310 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_5 | |
| I0330 00:58:45.496322 10583 net.cpp:454] loss1/lstm_h_conted_5 <- h_5_loss1/lstm_unit_5_1_split_0 | |
| I0330 00:58:45.496366 10583 net.cpp:454] loss1/lstm_h_conted_5 <- cont_6_loss1/lstm_cont_slice_5_split_0 | |
| I0330 00:58:45.496381 10583 net.cpp:411] loss1/lstm_h_conted_5 -> h_conted_5 | |
| I0330 00:58:45.496474 10583 net.cpp:150] Setting up loss1/lstm_h_conted_5 | |
| I0330 00:58:45.496491 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.496502 10583 net.cpp:165] Memory required for data: 5539904 | |
| I0330 00:58:45.496515 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_6 | |
| I0330 00:58:45.496534 10583 net.cpp:106] Creating Layer loss1/lstm_transform_6 | |
| I0330 00:58:45.496546 10583 net.cpp:454] loss1/lstm_transform_6 <- h_conted_5 | |
| I0330 00:58:45.496561 10583 net.cpp:411] loss1/lstm_transform_6 -> W_hc_h_5 | |
| I0330 00:58:45.505404 10583 net.cpp:150] Setting up loss1/lstm_transform_6 | |
| I0330 00:58:45.505482 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.505496 10583 net.cpp:165] Memory required for data: 5605440 | |
| I0330 00:58:45.505517 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.505530 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_6 | |
| I0330 00:58:45.505555 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_6 | |
| I0330 00:58:45.505569 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_hc_h_5 | |
| I0330 00:58:45.505584 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_xc_x_6 | |
| I0330 00:58:45.505599 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_xc_x_static_loss1/lstm__0_split_5 | |
| I0330 00:58:45.505614 10583 net.cpp:411] loss1/lstm_gate_input_6 -> gate_input_6 | |
| I0330 00:58:45.505671 10583 net.cpp:150] Setting up loss1/lstm_gate_input_6 | |
| I0330 00:58:45.505688 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.505698 10583 net.cpp:165] Memory required for data: 5670976 | |
| I0330 00:58:45.505709 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_6 | |
| I0330 00:58:45.505723 10583 net.cpp:106] Creating Layer loss1/lstm_unit_6 | |
| I0330 00:58:45.505735 10583 net.cpp:454] loss1/lstm_unit_6 <- c_5 | |
| I0330 00:58:45.505748 10583 net.cpp:454] loss1/lstm_unit_6 <- gate_input_6 | |
| I0330 00:58:45.505759 10583 net.cpp:454] loss1/lstm_unit_6 <- cont_6_loss1/lstm_cont_slice_5_split_1 | |
| I0330 00:58:45.505775 10583 net.cpp:411] loss1/lstm_unit_6 -> c_6 | |
| I0330 00:58:45.505791 10583 net.cpp:411] loss1/lstm_unit_6 -> h_6 | |
| I0330 00:58:45.505861 10583 net.cpp:150] Setting up loss1/lstm_unit_6 | |
| I0330 00:58:45.505879 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.505890 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.505902 10583 net.cpp:165] Memory required for data: 5703744 | |
| I0330 00:58:45.505913 10583 layer_factory.hpp:77] Creating layer h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:45.505926 10583 net.cpp:106] Creating Layer h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:45.505938 10583 net.cpp:454] h_6_loss1/lstm_unit_6_1_split <- h_6 | |
| I0330 00:58:45.505950 10583 net.cpp:411] h_6_loss1/lstm_unit_6_1_split -> h_6_loss1/lstm_unit_6_1_split_0 | |
| I0330 00:58:45.505964 10583 net.cpp:411] h_6_loss1/lstm_unit_6_1_split -> h_6_loss1/lstm_unit_6_1_split_1 | |
| I0330 00:58:45.506021 10583 net.cpp:150] Setting up h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:45.506038 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.506050 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.506059 10583 net.cpp:165] Memory required for data: 5736512 | |
| I0330 00:58:45.506070 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_6 | |
| I0330 00:58:45.506088 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_6 | |
| I0330 00:58:45.506108 10583 net.cpp:454] loss1/lstm_h_conted_6 <- h_6_loss1/lstm_unit_6_1_split_0 | |
| I0330 00:58:45.506119 10583 net.cpp:454] loss1/lstm_h_conted_6 <- cont_7_loss1/lstm_cont_slice_6_split_0 | |
| I0330 00:58:45.506134 10583 net.cpp:411] loss1/lstm_h_conted_6 -> h_conted_6 | |
| I0330 00:58:45.506230 10583 net.cpp:150] Setting up loss1/lstm_h_conted_6 | |
| I0330 00:58:45.506247 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.506258 10583 net.cpp:165] Memory required for data: 5752896 | |
| I0330 00:58:45.506304 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_7 | |
| I0330 00:58:45.506327 10583 net.cpp:106] Creating Layer loss1/lstm_transform_7 | |
| I0330 00:58:45.506340 10583 net.cpp:454] loss1/lstm_transform_7 <- h_conted_6 | |
| I0330 00:58:45.506355 10583 net.cpp:411] loss1/lstm_transform_7 -> W_hc_h_6 | |
| I0330 00:58:45.515370 10583 net.cpp:150] Setting up loss1/lstm_transform_7 | |
| I0330 00:58:45.515430 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.515444 10583 net.cpp:165] Memory required for data: 5818432 | |
| I0330 00:58:45.515461 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.515475 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_7 | |
| I0330 00:58:45.515496 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_7 | |
| I0330 00:58:45.515509 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_hc_h_6 | |
| I0330 00:58:45.515528 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_xc_x_7 | |
| I0330 00:58:45.515542 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_xc_x_static_loss1/lstm__0_split_6 | |
| I0330 00:58:45.515558 10583 net.cpp:411] loss1/lstm_gate_input_7 -> gate_input_7 | |
| I0330 00:58:45.515614 10583 net.cpp:150] Setting up loss1/lstm_gate_input_7 | |
| I0330 00:58:45.515632 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.515642 10583 net.cpp:165] Memory required for data: 5883968 | |
| I0330 00:58:45.515652 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_7 | |
| I0330 00:58:45.515666 10583 net.cpp:106] Creating Layer loss1/lstm_unit_7 | |
| I0330 00:58:45.515677 10583 net.cpp:454] loss1/lstm_unit_7 <- c_6 | |
| I0330 00:58:45.515691 10583 net.cpp:454] loss1/lstm_unit_7 <- gate_input_7 | |
| I0330 00:58:45.515702 10583 net.cpp:454] loss1/lstm_unit_7 <- cont_7_loss1/lstm_cont_slice_6_split_1 | |
| I0330 00:58:45.515718 10583 net.cpp:411] loss1/lstm_unit_7 -> c_7 | |
| I0330 00:58:45.515733 10583 net.cpp:411] loss1/lstm_unit_7 -> h_7 | |
| I0330 00:58:45.515805 10583 net.cpp:150] Setting up loss1/lstm_unit_7 | |
| I0330 00:58:45.515823 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.515836 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.515846 10583 net.cpp:165] Memory required for data: 5916736 | |
| I0330 00:58:45.515856 10583 layer_factory.hpp:77] Creating layer h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:45.515869 10583 net.cpp:106] Creating Layer h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:45.515880 10583 net.cpp:454] h_7_loss1/lstm_unit_7_1_split <- h_7 | |
| I0330 00:58:45.515893 10583 net.cpp:411] h_7_loss1/lstm_unit_7_1_split -> h_7_loss1/lstm_unit_7_1_split_0 | |
| I0330 00:58:45.515908 10583 net.cpp:411] h_7_loss1/lstm_unit_7_1_split -> h_7_loss1/lstm_unit_7_1_split_1 | |
| I0330 00:58:45.515962 10583 net.cpp:150] Setting up h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:45.515980 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.515990 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.516000 10583 net.cpp:165] Memory required for data: 5949504 | |
| I0330 00:58:45.516010 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_7 | |
| I0330 00:58:45.516026 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_7 | |
| I0330 00:58:45.516037 10583 net.cpp:454] loss1/lstm_h_conted_7 <- h_7_loss1/lstm_unit_7_1_split_0 | |
| I0330 00:58:45.516049 10583 net.cpp:454] loss1/lstm_h_conted_7 <- cont_8_loss1/lstm_cont_slice_7_split_0 | |
| I0330 00:58:45.516065 10583 net.cpp:411] loss1/lstm_h_conted_7 -> h_conted_7 | |
| I0330 00:58:45.516155 10583 net.cpp:150] Setting up loss1/lstm_h_conted_7 | |
| I0330 00:58:45.516173 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.516183 10583 net.cpp:165] Memory required for data: 5965888 | |
| I0330 00:58:45.516194 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_8 | |
| I0330 00:58:45.516222 10583 net.cpp:106] Creating Layer loss1/lstm_transform_8 | |
| I0330 00:58:45.516234 10583 net.cpp:454] loss1/lstm_transform_8 <- h_conted_7 | |
| I0330 00:58:45.516248 10583 net.cpp:411] loss1/lstm_transform_8 -> W_hc_h_7 | |
| I0330 00:58:45.524969 10583 net.cpp:150] Setting up loss1/lstm_transform_8 | |
| I0330 00:58:45.525043 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.525055 10583 net.cpp:165] Memory required for data: 6031424 | |
| I0330 00:58:45.525109 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.525125 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_8 | |
| I0330 00:58:45.525146 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_8 | |
| I0330 00:58:45.525158 10583 net.cpp:454] loss1/lstm_gate_input_8 <- W_hc_h_7 | |
| I0330 00:58:45.525173 10583 net.cpp:454] loss1/lstm_gate_input_8 <- W_xc_x_8 | |
| I0330 00:58:45.525188 10583 net.cpp:454] loss1/lstm_gate_input_8 <- W_xc_x_static_loss1/lstm__0_split_7 | |
| I0330 00:58:45.525203 10583 net.cpp:411] loss1/lstm_gate_input_8 -> gate_input_8 | |
| I0330 00:58:45.525261 10583 net.cpp:150] Setting up loss1/lstm_gate_input_8 | |
| I0330 00:58:45.525280 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.525290 10583 net.cpp:165] Memory required for data: 6096960 | |
| I0330 00:58:45.525300 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_8 | |
| I0330 00:58:45.525318 10583 net.cpp:106] Creating Layer loss1/lstm_unit_8 | |
| I0330 00:58:45.525331 10583 net.cpp:454] loss1/lstm_unit_8 <- c_7 | |
| I0330 00:58:45.525342 10583 net.cpp:454] loss1/lstm_unit_8 <- gate_input_8 | |
| I0330 00:58:45.525355 10583 net.cpp:454] loss1/lstm_unit_8 <- cont_8_loss1/lstm_cont_slice_7_split_1 | |
| I0330 00:58:45.525369 10583 net.cpp:411] loss1/lstm_unit_8 -> c_8 | |
| I0330 00:58:45.525383 10583 net.cpp:411] loss1/lstm_unit_8 -> h_8 | |
| I0330 00:58:45.525454 10583 net.cpp:150] Setting up loss1/lstm_unit_8 | |
| I0330 00:58:45.525472 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.525483 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.525493 10583 net.cpp:165] Memory required for data: 6129728 | |
| I0330 00:58:45.525503 10583 layer_factory.hpp:77] Creating layer h_8_loss1/lstm_unit_8_1_split | |
| I0330 00:58:45.525517 10583 net.cpp:106] Creating Layer h_8_loss1/lstm_unit_8_1_split | |
| I0330 00:58:45.525528 10583 net.cpp:454] h_8_loss1/lstm_unit_8_1_split <- h_8 | |
| I0330 00:58:45.525543 10583 net.cpp:411] h_8_loss1/lstm_unit_8_1_split -> h_8_loss1/lstm_unit_8_1_split_0 | |
| I0330 00:58:45.525558 10583 net.cpp:411] h_8_loss1/lstm_unit_8_1_split -> h_8_loss1/lstm_unit_8_1_split_1 | |
| I0330 00:58:45.525610 10583 net.cpp:150] Setting up h_8_loss1/lstm_unit_8_1_split | |
| I0330 00:58:45.525627 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.525638 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.525648 10583 net.cpp:165] Memory required for data: 6162496 | |
| I0330 00:58:45.525658 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_8 | |
| I0330 00:58:45.525676 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_8 | |
| I0330 00:58:45.525688 10583 net.cpp:454] loss1/lstm_h_conted_8 <- h_8_loss1/lstm_unit_8_1_split_0 | |
| I0330 00:58:45.525701 10583 net.cpp:454] loss1/lstm_h_conted_8 <- cont_9_loss1/lstm_cont_slice_8_split_0 | |
| I0330 00:58:45.525713 10583 net.cpp:411] loss1/lstm_h_conted_8 -> h_conted_8 | |
| I0330 00:58:45.525811 10583 net.cpp:150] Setting up loss1/lstm_h_conted_8 | |
| I0330 00:58:45.525830 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.525840 10583 net.cpp:165] Memory required for data: 6178880 | |
| I0330 00:58:45.525849 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_9 | |
| I0330 00:58:45.525869 10583 net.cpp:106] Creating Layer loss1/lstm_transform_9 | |
| I0330 00:58:45.525881 10583 net.cpp:454] loss1/lstm_transform_9 <- h_conted_8 | |
| I0330 00:58:45.525894 10583 net.cpp:411] loss1/lstm_transform_9 -> W_hc_h_8 | |
| I0330 00:58:45.534245 10583 net.cpp:150] Setting up loss1/lstm_transform_9 | |
| I0330 00:58:45.534276 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.534288 10583 net.cpp:165] Memory required for data: 6244416 | |
| I0330 00:58:45.534301 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.534312 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_9 | |
| I0330 00:58:45.534328 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_9 | |
| I0330 00:58:45.534343 10583 net.cpp:454] loss1/lstm_gate_input_9 <- W_hc_h_8 | |
| I0330 00:58:45.534355 10583 net.cpp:454] loss1/lstm_gate_input_9 <- W_xc_x_9 | |
| I0330 00:58:45.534380 10583 net.cpp:454] loss1/lstm_gate_input_9 <- W_xc_x_static_loss1/lstm__0_split_8 | |
| I0330 00:58:45.534394 10583 net.cpp:411] loss1/lstm_gate_input_9 -> gate_input_9 | |
| I0330 00:58:45.534437 10583 net.cpp:150] Setting up loss1/lstm_gate_input_9 | |
| I0330 00:58:45.534456 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.534466 10583 net.cpp:165] Memory required for data: 6309952 | |
| I0330 00:58:45.534477 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_9 | |
| I0330 00:58:45.534493 10583 net.cpp:106] Creating Layer loss1/lstm_unit_9 | |
| I0330 00:58:45.534505 10583 net.cpp:454] loss1/lstm_unit_9 <- c_8 | |
| I0330 00:58:45.534518 10583 net.cpp:454] loss1/lstm_unit_9 <- gate_input_9 | |
| I0330 00:58:45.534528 10583 net.cpp:454] loss1/lstm_unit_9 <- cont_9_loss1/lstm_cont_slice_8_split_1 | |
| I0330 00:58:45.534541 10583 net.cpp:411] loss1/lstm_unit_9 -> c_9 | |
| I0330 00:58:45.534554 10583 net.cpp:411] loss1/lstm_unit_9 -> h_9 | |
| I0330 00:58:45.534621 10583 net.cpp:150] Setting up loss1/lstm_unit_9 | |
| I0330 00:58:45.534639 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.534651 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.534660 10583 net.cpp:165] Memory required for data: 6342720 | |
| I0330 00:58:45.534670 10583 layer_factory.hpp:77] Creating layer h_9_loss1/lstm_unit_9_1_split | |
| I0330 00:58:45.534683 10583 net.cpp:106] Creating Layer h_9_loss1/lstm_unit_9_1_split | |
| I0330 00:58:45.534693 10583 net.cpp:454] h_9_loss1/lstm_unit_9_1_split <- h_9 | |
| I0330 00:58:45.534711 10583 net.cpp:411] h_9_loss1/lstm_unit_9_1_split -> h_9_loss1/lstm_unit_9_1_split_0 | |
| I0330 00:58:45.534726 10583 net.cpp:411] h_9_loss1/lstm_unit_9_1_split -> h_9_loss1/lstm_unit_9_1_split_1 | |
| I0330 00:58:45.534782 10583 net.cpp:150] Setting up h_9_loss1/lstm_unit_9_1_split | |
| I0330 00:58:45.534800 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.534811 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.534821 10583 net.cpp:165] Memory required for data: 6375488 | |
| I0330 00:58:45.534831 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_9 | |
| I0330 00:58:45.534855 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_9 | |
| I0330 00:58:45.534868 10583 net.cpp:454] loss1/lstm_h_conted_9 <- h_9_loss1/lstm_unit_9_1_split_0 | |
| I0330 00:58:45.534879 10583 net.cpp:454] loss1/lstm_h_conted_9 <- cont_10_loss1/lstm_cont_slice_9_split_0 | |
| I0330 00:58:45.534893 10583 net.cpp:411] loss1/lstm_h_conted_9 -> h_conted_9 | |
| I0330 00:58:45.534971 10583 net.cpp:150] Setting up loss1/lstm_h_conted_9 | |
| I0330 00:58:45.535001 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.535012 10583 net.cpp:165] Memory required for data: 6391872 | |
| I0330 00:58:45.535022 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_10 | |
| I0330 00:58:45.535039 10583 net.cpp:106] Creating Layer loss1/lstm_transform_10 | |
| I0330 00:58:45.535051 10583 net.cpp:454] loss1/lstm_transform_10 <- h_conted_9 | |
| I0330 00:58:45.535064 10583 net.cpp:411] loss1/lstm_transform_10 -> W_hc_h_9 | |
| I0330 00:58:45.543328 10583 net.cpp:150] Setting up loss1/lstm_transform_10 | |
| I0330 00:58:45.543365 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.543377 10583 net.cpp:165] Memory required for data: 6457408 | |
| I0330 00:58:45.543390 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.543408 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_10 | |
| I0330 00:58:45.543426 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_10 | |
| I0330 00:58:45.543437 10583 net.cpp:454] loss1/lstm_gate_input_10 <- W_hc_h_9 | |
| I0330 00:58:45.543450 10583 net.cpp:454] loss1/lstm_gate_input_10 <- W_xc_x_10 | |
| I0330 00:58:45.543469 10583 net.cpp:454] loss1/lstm_gate_input_10 <- W_xc_x_static_loss1/lstm__0_split_9 | |
| I0330 00:58:45.543483 10583 net.cpp:411] loss1/lstm_gate_input_10 -> gate_input_10 | |
| I0330 00:58:45.543526 10583 net.cpp:150] Setting up loss1/lstm_gate_input_10 | |
| I0330 00:58:45.543543 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.543553 10583 net.cpp:165] Memory required for data: 6522944 | |
| I0330 00:58:45.543563 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_10 | |
| I0330 00:58:45.543591 10583 net.cpp:106] Creating Layer loss1/lstm_unit_10 | |
| I0330 00:58:45.543603 10583 net.cpp:454] loss1/lstm_unit_10 <- c_9 | |
| I0330 00:58:45.543615 10583 net.cpp:454] loss1/lstm_unit_10 <- gate_input_10 | |
| I0330 00:58:45.543627 10583 net.cpp:454] loss1/lstm_unit_10 <- cont_10_loss1/lstm_cont_slice_9_split_1 | |
| I0330 00:58:45.543643 10583 net.cpp:411] loss1/lstm_unit_10 -> c_10 | |
| I0330 00:58:45.543658 10583 net.cpp:411] loss1/lstm_unit_10 -> h_10 | |
| I0330 00:58:45.543725 10583 net.cpp:150] Setting up loss1/lstm_unit_10 | |
| I0330 00:58:45.543742 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.543754 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.543763 10583 net.cpp:165] Memory required for data: 6555712 | |
| I0330 00:58:45.543774 10583 layer_factory.hpp:77] Creating layer h_10_loss1/lstm_unit_10_1_split | |
| I0330 00:58:45.543787 10583 net.cpp:106] Creating Layer h_10_loss1/lstm_unit_10_1_split | |
| I0330 00:58:45.543800 10583 net.cpp:454] h_10_loss1/lstm_unit_10_1_split <- h_10 | |
| I0330 00:58:45.543813 10583 net.cpp:411] h_10_loss1/lstm_unit_10_1_split -> h_10_loss1/lstm_unit_10_1_split_0 | |
| I0330 00:58:45.543830 10583 net.cpp:411] h_10_loss1/lstm_unit_10_1_split -> h_10_loss1/lstm_unit_10_1_split_1 | |
| I0330 00:58:45.543881 10583 net.cpp:150] Setting up h_10_loss1/lstm_unit_10_1_split | |
| I0330 00:58:45.543900 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.543911 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.543920 10583 net.cpp:165] Memory required for data: 6588480 | |
| I0330 00:58:45.543931 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_10 | |
| I0330 00:58:45.543947 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_10 | |
| I0330 00:58:45.543959 10583 net.cpp:454] loss1/lstm_h_conted_10 <- h_10_loss1/lstm_unit_10_1_split_0 | |
| I0330 00:58:45.543972 10583 net.cpp:454] loss1/lstm_h_conted_10 <- cont_11_loss1/lstm_cont_slice_10_split_0 | |
| I0330 00:58:45.543985 10583 net.cpp:411] loss1/lstm_h_conted_10 -> h_conted_10 | |
| I0330 00:58:45.544066 10583 net.cpp:150] Setting up loss1/lstm_h_conted_10 | |
| I0330 00:58:45.544083 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.544093 10583 net.cpp:165] Memory required for data: 6604864 | |
| I0330 00:58:45.544103 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_11 | |
| I0330 00:58:45.544121 10583 net.cpp:106] Creating Layer loss1/lstm_transform_11 | |
| I0330 00:58:45.544132 10583 net.cpp:454] loss1/lstm_transform_11 <- h_conted_10 | |
| I0330 00:58:45.544145 10583 net.cpp:411] loss1/lstm_transform_11 -> W_hc_h_10 | |
| I0330 00:58:45.552413 10583 net.cpp:150] Setting up loss1/lstm_transform_11 | |
| I0330 00:58:45.552446 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.552459 10583 net.cpp:165] Memory required for data: 6670400 | |
| I0330 00:58:45.552470 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.552482 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_11 | |
| I0330 00:58:45.552500 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_11 | |
| I0330 00:58:45.552512 10583 net.cpp:454] loss1/lstm_gate_input_11 <- W_hc_h_10 | |
| I0330 00:58:45.552525 10583 net.cpp:454] loss1/lstm_gate_input_11 <- W_xc_x_11 | |
| I0330 00:58:45.552536 10583 net.cpp:454] loss1/lstm_gate_input_11 <- W_xc_x_static_loss1/lstm__0_split_10 | |
| I0330 00:58:45.552551 10583 net.cpp:411] loss1/lstm_gate_input_11 -> gate_input_11 | |
| I0330 00:58:45.552597 10583 net.cpp:150] Setting up loss1/lstm_gate_input_11 | |
| I0330 00:58:45.552615 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.552625 10583 net.cpp:165] Memory required for data: 6735936 | |
| I0330 00:58:45.552635 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_11 | |
| I0330 00:58:45.552649 10583 net.cpp:106] Creating Layer loss1/lstm_unit_11 | |
| I0330 00:58:45.552660 10583 net.cpp:454] loss1/lstm_unit_11 <- c_10 | |
| I0330 00:58:45.552672 10583 net.cpp:454] loss1/lstm_unit_11 <- gate_input_11 | |
| I0330 00:58:45.552685 10583 net.cpp:454] loss1/lstm_unit_11 <- cont_11_loss1/lstm_cont_slice_10_split_1 | |
| I0330 00:58:45.552700 10583 net.cpp:411] loss1/lstm_unit_11 -> c_11 | |
| I0330 00:58:45.552732 10583 net.cpp:411] loss1/lstm_unit_11 -> h_11 | |
| I0330 00:58:45.552803 10583 net.cpp:150] Setting up loss1/lstm_unit_11 | |
| I0330 00:58:45.552820 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.552834 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.552842 10583 net.cpp:165] Memory required for data: 6768704 | |
| I0330 00:58:45.552853 10583 layer_factory.hpp:77] Creating layer h_11_loss1/lstm_unit_11_1_split | |
| I0330 00:58:45.552866 10583 net.cpp:106] Creating Layer h_11_loss1/lstm_unit_11_1_split | |
| I0330 00:58:45.552877 10583 net.cpp:454] h_11_loss1/lstm_unit_11_1_split <- h_11 | |
| I0330 00:58:45.552892 10583 net.cpp:411] h_11_loss1/lstm_unit_11_1_split -> h_11_loss1/lstm_unit_11_1_split_0 | |
| I0330 00:58:45.552907 10583 net.cpp:411] h_11_loss1/lstm_unit_11_1_split -> h_11_loss1/lstm_unit_11_1_split_1 | |
| I0330 00:58:45.552960 10583 net.cpp:150] Setting up h_11_loss1/lstm_unit_11_1_split | |
| I0330 00:58:45.552978 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.552989 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.552999 10583 net.cpp:165] Memory required for data: 6801472 | |
| I0330 00:58:45.553009 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_11 | |
| I0330 00:58:45.553025 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_11 | |
| I0330 00:58:45.553036 10583 net.cpp:454] loss1/lstm_h_conted_11 <- h_11_loss1/lstm_unit_11_1_split_0 | |
| I0330 00:58:45.553050 10583 net.cpp:454] loss1/lstm_h_conted_11 <- cont_12_loss1/lstm_cont_slice_11_split_0 | |
| I0330 00:58:45.553062 10583 net.cpp:411] loss1/lstm_h_conted_11 -> h_conted_11 | |
| I0330 00:58:45.553143 10583 net.cpp:150] Setting up loss1/lstm_h_conted_11 | |
| I0330 00:58:45.553160 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.553170 10583 net.cpp:165] Memory required for data: 6817856 | |
| I0330 00:58:45.553181 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_12 | |
| I0330 00:58:45.553200 10583 net.cpp:106] Creating Layer loss1/lstm_transform_12 | |
| I0330 00:58:45.553211 10583 net.cpp:454] loss1/lstm_transform_12 <- h_conted_11 | |
| I0330 00:58:45.553225 10583 net.cpp:411] loss1/lstm_transform_12 -> W_hc_h_11 | |
| I0330 00:58:45.561558 10583 net.cpp:150] Setting up loss1/lstm_transform_12 | |
| I0330 00:58:45.561590 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.561602 10583 net.cpp:165] Memory required for data: 6883392 | |
| I0330 00:58:45.561614 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.561626 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_12 | |
| I0330 00:58:45.561643 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_12 | |
| I0330 00:58:45.561655 10583 net.cpp:454] loss1/lstm_gate_input_12 <- W_hc_h_11 | |
| I0330 00:58:45.561669 10583 net.cpp:454] loss1/lstm_gate_input_12 <- W_xc_x_12 | |
| I0330 00:58:45.561682 10583 net.cpp:454] loss1/lstm_gate_input_12 <- W_xc_x_static_loss1/lstm__0_split_11 | |
| I0330 00:58:45.561696 10583 net.cpp:411] loss1/lstm_gate_input_12 -> gate_input_12 | |
| I0330 00:58:45.561739 10583 net.cpp:150] Setting up loss1/lstm_gate_input_12 | |
| I0330 00:58:45.561756 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.561766 10583 net.cpp:165] Memory required for data: 6948928 | |
| I0330 00:58:45.561776 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_12 | |
| I0330 00:58:45.561790 10583 net.cpp:106] Creating Layer loss1/lstm_unit_12 | |
| I0330 00:58:45.561800 10583 net.cpp:454] loss1/lstm_unit_12 <- c_11 | |
| I0330 00:58:45.561815 10583 net.cpp:454] loss1/lstm_unit_12 <- gate_input_12 | |
| I0330 00:58:45.561828 10583 net.cpp:454] loss1/lstm_unit_12 <- cont_12_loss1/lstm_cont_slice_11_split_1 | |
| I0330 00:58:45.561841 10583 net.cpp:411] loss1/lstm_unit_12 -> c_12 | |
| I0330 00:58:45.561856 10583 net.cpp:411] loss1/lstm_unit_12 -> h_12 | |
| I0330 00:58:45.561923 10583 net.cpp:150] Setting up loss1/lstm_unit_12 | |
| I0330 00:58:45.561940 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.561951 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.561961 10583 net.cpp:165] Memory required for data: 6981696 | |
| I0330 00:58:45.561971 10583 layer_factory.hpp:77] Creating layer h_12_loss1/lstm_unit_12_1_split | |
| I0330 00:58:45.561998 10583 net.cpp:106] Creating Layer h_12_loss1/lstm_unit_12_1_split | |
| I0330 00:58:45.562011 10583 net.cpp:454] h_12_loss1/lstm_unit_12_1_split <- h_12 | |
| I0330 00:58:45.562023 10583 net.cpp:411] h_12_loss1/lstm_unit_12_1_split -> h_12_loss1/lstm_unit_12_1_split_0 | |
| I0330 00:58:45.562042 10583 net.cpp:411] h_12_loss1/lstm_unit_12_1_split -> h_12_loss1/lstm_unit_12_1_split_1 | |
| I0330 00:58:45.562096 10583 net.cpp:150] Setting up h_12_loss1/lstm_unit_12_1_split | |
| I0330 00:58:45.562114 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.562125 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.562135 10583 net.cpp:165] Memory required for data: 7014464 | |
| I0330 00:58:45.562145 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_12 | |
| I0330 00:58:45.562162 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_12 | |
| I0330 00:58:45.562175 10583 net.cpp:454] loss1/lstm_h_conted_12 <- h_12_loss1/lstm_unit_12_1_split_0 | |
| I0330 00:58:45.562187 10583 net.cpp:454] loss1/lstm_h_conted_12 <- cont_13_loss1/lstm_cont_slice_12_split_0 | |
| I0330 00:58:45.562201 10583 net.cpp:411] loss1/lstm_h_conted_12 -> h_conted_12 | |
| I0330 00:58:45.562281 10583 net.cpp:150] Setting up loss1/lstm_h_conted_12 | |
| I0330 00:58:45.562299 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.562309 10583 net.cpp:165] Memory required for data: 7030848 | |
| I0330 00:58:45.562319 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_13 | |
| I0330 00:58:45.562340 10583 net.cpp:106] Creating Layer loss1/lstm_transform_13 | |
| I0330 00:58:45.562352 10583 net.cpp:454] loss1/lstm_transform_13 <- h_conted_12 | |
| I0330 00:58:45.562366 10583 net.cpp:411] loss1/lstm_transform_13 -> W_hc_h_12 | |
| I0330 00:58:45.570638 10583 net.cpp:150] Setting up loss1/lstm_transform_13 | |
| I0330 00:58:45.570672 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.570694 10583 net.cpp:165] Memory required for data: 7096384 | |
| I0330 00:58:45.570706 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.570719 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_13 | |
| I0330 00:58:45.570735 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_13 | |
| I0330 00:58:45.570747 10583 net.cpp:454] loss1/lstm_gate_input_13 <- W_hc_h_12 | |
| I0330 00:58:45.570760 10583 net.cpp:454] loss1/lstm_gate_input_13 <- W_xc_x_13 | |
| I0330 00:58:45.570773 10583 net.cpp:454] loss1/lstm_gate_input_13 <- W_xc_x_static_loss1/lstm__0_split_12 | |
| I0330 00:58:45.570786 10583 net.cpp:411] loss1/lstm_gate_input_13 -> gate_input_13 | |
| I0330 00:58:45.570839 10583 net.cpp:150] Setting up loss1/lstm_gate_input_13 | |
| I0330 00:58:45.570857 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.570866 10583 net.cpp:165] Memory required for data: 7161920 | |
| I0330 00:58:45.570876 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_13 | |
| I0330 00:58:45.570894 10583 net.cpp:106] Creating Layer loss1/lstm_unit_13 | |
| I0330 00:58:45.570904 10583 net.cpp:454] loss1/lstm_unit_13 <- c_12 | |
| I0330 00:58:45.570917 10583 net.cpp:454] loss1/lstm_unit_13 <- gate_input_13 | |
| I0330 00:58:45.570930 10583 net.cpp:454] loss1/lstm_unit_13 <- cont_13_loss1/lstm_cont_slice_12_split_1 | |
| I0330 00:58:45.570945 10583 net.cpp:411] loss1/lstm_unit_13 -> c_13 | |
| I0330 00:58:45.570960 10583 net.cpp:411] loss1/lstm_unit_13 -> h_13 | |
| I0330 00:58:45.571039 10583 net.cpp:150] Setting up loss1/lstm_unit_13 | |
| I0330 00:58:45.571058 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.571069 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.571079 10583 net.cpp:165] Memory required for data: 7194688 | |
| I0330 00:58:45.571090 10583 layer_factory.hpp:77] Creating layer h_13_loss1/lstm_unit_13_1_split | |
| I0330 00:58:45.571102 10583 net.cpp:106] Creating Layer h_13_loss1/lstm_unit_13_1_split | |
| I0330 00:58:45.571113 10583 net.cpp:454] h_13_loss1/lstm_unit_13_1_split <- h_13 | |
| I0330 00:58:45.571126 10583 net.cpp:411] h_13_loss1/lstm_unit_13_1_split -> h_13_loss1/lstm_unit_13_1_split_0 | |
| I0330 00:58:45.571143 10583 net.cpp:411] h_13_loss1/lstm_unit_13_1_split -> h_13_loss1/lstm_unit_13_1_split_1 | |
| I0330 00:58:45.571215 10583 net.cpp:150] Setting up h_13_loss1/lstm_unit_13_1_split | |
| I0330 00:58:45.571233 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.571244 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.571254 10583 net.cpp:165] Memory required for data: 7227456 | |
| I0330 00:58:45.571264 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_13 | |
| I0330 00:58:45.571280 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_13 | |
| I0330 00:58:45.571292 10583 net.cpp:454] loss1/lstm_h_conted_13 <- h_13_loss1/lstm_unit_13_1_split_0 | |
| I0330 00:58:45.571305 10583 net.cpp:454] loss1/lstm_h_conted_13 <- cont_14_loss1/lstm_cont_slice_13_split_0 | |
| I0330 00:58:45.571318 10583 net.cpp:411] loss1/lstm_h_conted_13 -> h_conted_13 | |
| I0330 00:58:45.571399 10583 net.cpp:150] Setting up loss1/lstm_h_conted_13 | |
| I0330 00:58:45.571418 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.571427 10583 net.cpp:165] Memory required for data: 7243840 | |
| I0330 00:58:45.571437 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_14 | |
| I0330 00:58:45.571455 10583 net.cpp:106] Creating Layer loss1/lstm_transform_14 | |
| I0330 00:58:45.571466 10583 net.cpp:454] loss1/lstm_transform_14 <- h_conted_13 | |
| I0330 00:58:45.571480 10583 net.cpp:411] loss1/lstm_transform_14 -> W_hc_h_13 | |
| I0330 00:58:45.579735 10583 net.cpp:150] Setting up loss1/lstm_transform_14 | |
| I0330 00:58:45.579767 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.579787 10583 net.cpp:165] Memory required for data: 7309376 | |
| I0330 00:58:45.579803 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.579815 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_14 | |
| I0330 00:58:45.579833 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_14 | |
| I0330 00:58:45.579851 10583 net.cpp:454] loss1/lstm_gate_input_14 <- W_hc_h_13 | |
| I0330 00:58:45.579864 10583 net.cpp:454] loss1/lstm_gate_input_14 <- W_xc_x_14 | |
| I0330 00:58:45.579876 10583 net.cpp:454] loss1/lstm_gate_input_14 <- W_xc_x_static_loss1/lstm__0_split_13 | |
| I0330 00:58:45.579890 10583 net.cpp:411] loss1/lstm_gate_input_14 -> gate_input_14 | |
| I0330 00:58:45.579936 10583 net.cpp:150] Setting up loss1/lstm_gate_input_14 | |
| I0330 00:58:45.579954 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.579964 10583 net.cpp:165] Memory required for data: 7374912 | |
| I0330 00:58:45.579974 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_14 | |
| I0330 00:58:45.579988 10583 net.cpp:106] Creating Layer loss1/lstm_unit_14 | |
| I0330 00:58:45.579998 10583 net.cpp:454] loss1/lstm_unit_14 <- c_13 | |
| I0330 00:58:45.580014 10583 net.cpp:454] loss1/lstm_unit_14 <- gate_input_14 | |
| I0330 00:58:45.580026 10583 net.cpp:454] loss1/lstm_unit_14 <- cont_14_loss1/lstm_cont_slice_13_split_1 | |
| I0330 00:58:45.580039 10583 net.cpp:411] loss1/lstm_unit_14 -> c_14 | |
| I0330 00:58:45.580054 10583 net.cpp:411] loss1/lstm_unit_14 -> h_14 | |
| I0330 00:58:45.580122 10583 net.cpp:150] Setting up loss1/lstm_unit_14 | |
| I0330 00:58:45.580139 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.580152 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.580160 10583 net.cpp:165] Memory required for data: 7407680 | |
| I0330 00:58:45.580171 10583 layer_factory.hpp:77] Creating layer h_14_loss1/lstm_unit_14_1_split | |
| I0330 00:58:45.580184 10583 net.cpp:106] Creating Layer h_14_loss1/lstm_unit_14_1_split | |
| I0330 00:58:45.580194 10583 net.cpp:454] h_14_loss1/lstm_unit_14_1_split <- h_14 | |
| I0330 00:58:45.580207 10583 net.cpp:411] h_14_loss1/lstm_unit_14_1_split -> h_14_loss1/lstm_unit_14_1_split_0 | |
| I0330 00:58:45.580225 10583 net.cpp:411] h_14_loss1/lstm_unit_14_1_split -> h_14_loss1/lstm_unit_14_1_split_1 | |
| I0330 00:58:45.580278 10583 net.cpp:150] Setting up h_14_loss1/lstm_unit_14_1_split | |
| I0330 00:58:45.580296 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.580307 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.580317 10583 net.cpp:165] Memory required for data: 7440448 | |
| I0330 00:58:45.580327 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_14 | |
| I0330 00:58:45.580358 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_14 | |
| I0330 00:58:45.580370 10583 net.cpp:454] loss1/lstm_h_conted_14 <- h_14_loss1/lstm_unit_14_1_split_0 | |
| I0330 00:58:45.580384 10583 net.cpp:454] loss1/lstm_h_conted_14 <- cont_15_loss1/lstm_cont_slice_14_split_0 | |
| I0330 00:58:45.580397 10583 net.cpp:411] loss1/lstm_h_conted_14 -> h_conted_14 | |
| I0330 00:58:45.580481 10583 net.cpp:150] Setting up loss1/lstm_h_conted_14 | |
| I0330 00:58:45.580498 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.580508 10583 net.cpp:165] Memory required for data: 7456832 | |
| I0330 00:58:45.580518 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_15 | |
| I0330 00:58:45.580534 10583 net.cpp:106] Creating Layer loss1/lstm_transform_15 | |
| I0330 00:58:45.580546 10583 net.cpp:454] loss1/lstm_transform_15 <- h_conted_14 | |
| I0330 00:58:45.580560 10583 net.cpp:411] loss1/lstm_transform_15 -> W_hc_h_14 | |
| I0330 00:58:45.588816 10583 net.cpp:150] Setting up loss1/lstm_transform_15 | |
| I0330 00:58:45.588850 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.588863 10583 net.cpp:165] Memory required for data: 7522368 | |
| I0330 00:58:45.588876 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.588886 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_15 | |
| I0330 00:58:45.588903 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_15 | |
| I0330 00:58:45.588915 10583 net.cpp:454] loss1/lstm_gate_input_15 <- W_hc_h_14 | |
| I0330 00:58:45.588928 10583 net.cpp:454] loss1/lstm_gate_input_15 <- W_xc_x_15 | |
| I0330 00:58:45.588940 10583 net.cpp:454] loss1/lstm_gate_input_15 <- W_xc_x_static_loss1/lstm__0_split_14 | |
| I0330 00:58:45.588954 10583 net.cpp:411] loss1/lstm_gate_input_15 -> gate_input_15 | |
| I0330 00:58:45.588999 10583 net.cpp:150] Setting up loss1/lstm_gate_input_15 | |
| I0330 00:58:45.589017 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.589027 10583 net.cpp:165] Memory required for data: 7587904 | |
| I0330 00:58:45.589038 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_15 | |
| I0330 00:58:45.589051 10583 net.cpp:106] Creating Layer loss1/lstm_unit_15 | |
| I0330 00:58:45.589064 10583 net.cpp:454] loss1/lstm_unit_15 <- c_14 | |
| I0330 00:58:45.589076 10583 net.cpp:454] loss1/lstm_unit_15 <- gate_input_15 | |
| I0330 00:58:45.589088 10583 net.cpp:454] loss1/lstm_unit_15 <- cont_15_loss1/lstm_cont_slice_14_split_1 | |
| I0330 00:58:45.589103 10583 net.cpp:411] loss1/lstm_unit_15 -> c_15 | |
| I0330 00:58:45.589118 10583 net.cpp:411] loss1/lstm_unit_15 -> h_15 | |
| I0330 00:58:45.589187 10583 net.cpp:150] Setting up loss1/lstm_unit_15 | |
| I0330 00:58:45.589205 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.589216 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.589226 10583 net.cpp:165] Memory required for data: 7620672 | |
| I0330 00:58:45.589236 10583 layer_factory.hpp:77] Creating layer h_15_loss1/lstm_unit_15_1_split | |
| I0330 00:58:45.589248 10583 net.cpp:106] Creating Layer h_15_loss1/lstm_unit_15_1_split | |
| I0330 00:58:45.589259 10583 net.cpp:454] h_15_loss1/lstm_unit_15_1_split <- h_15 | |
| I0330 00:58:45.589272 10583 net.cpp:411] h_15_loss1/lstm_unit_15_1_split -> h_15_loss1/lstm_unit_15_1_split_0 | |
| I0330 00:58:45.589285 10583 net.cpp:411] h_15_loss1/lstm_unit_15_1_split -> h_15_loss1/lstm_unit_15_1_split_1 | |
| I0330 00:58:45.589340 10583 net.cpp:150] Setting up h_15_loss1/lstm_unit_15_1_split | |
| I0330 00:58:45.589357 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.589371 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.589382 10583 net.cpp:165] Memory required for data: 7653440 | |
| I0330 00:58:45.589392 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_15 | |
| I0330 00:58:45.589408 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_15 | |
| I0330 00:58:45.589421 10583 net.cpp:454] loss1/lstm_h_conted_15 <- h_15_loss1/lstm_unit_15_1_split_0 | |
| I0330 00:58:45.589432 10583 net.cpp:454] loss1/lstm_h_conted_15 <- cont_16_loss1/lstm_cont_slice_15_split_0 | |
| I0330 00:58:45.589445 10583 net.cpp:411] loss1/lstm_h_conted_15 -> h_conted_15 | |
| I0330 00:58:45.589527 10583 net.cpp:150] Setting up loss1/lstm_h_conted_15 | |
| I0330 00:58:45.589558 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.589570 10583 net.cpp:165] Memory required for data: 7669824 | |
| I0330 00:58:45.589579 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_16 | |
| I0330 00:58:45.589596 10583 net.cpp:106] Creating Layer loss1/lstm_transform_16 | |
| I0330 00:58:45.589608 10583 net.cpp:454] loss1/lstm_transform_16 <- h_conted_15 | |
| I0330 00:58:45.589622 10583 net.cpp:411] loss1/lstm_transform_16 -> W_hc_h_15 | |
| I0330 00:58:45.598341 10583 net.cpp:150] Setting up loss1/lstm_transform_16 | |
| I0330 00:58:45.598420 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.598433 10583 net.cpp:165] Memory required for data: 7735360 | |
| I0330 00:58:45.598449 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.598465 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_16 | |
| I0330 00:58:45.598486 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_16 | |
| I0330 00:58:45.598508 10583 net.cpp:454] loss1/lstm_gate_input_16 <- W_hc_h_15 | |
| I0330 00:58:45.598526 10583 net.cpp:454] loss1/lstm_gate_input_16 <- W_xc_x_16 | |
| I0330 00:58:45.598541 10583 net.cpp:454] loss1/lstm_gate_input_16 <- W_xc_x_static_loss1/lstm__0_split_15 | |
| I0330 00:58:45.598556 10583 net.cpp:411] loss1/lstm_gate_input_16 -> gate_input_16 | |
| I0330 00:58:45.598614 10583 net.cpp:150] Setting up loss1/lstm_gate_input_16 | |
| I0330 00:58:45.598633 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.598642 10583 net.cpp:165] Memory required for data: 7800896 | |
| I0330 00:58:45.598654 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_16 | |
| I0330 00:58:45.598667 10583 net.cpp:106] Creating Layer loss1/lstm_unit_16 | |
| I0330 00:58:45.598680 10583 net.cpp:454] loss1/lstm_unit_16 <- c_15 | |
| I0330 00:58:45.598692 10583 net.cpp:454] loss1/lstm_unit_16 <- gate_input_16 | |
| I0330 00:58:45.598706 10583 net.cpp:454] loss1/lstm_unit_16 <- cont_16_loss1/lstm_cont_slice_15_split_1 | |
| I0330 00:58:45.598722 10583 net.cpp:411] loss1/lstm_unit_16 -> c_16 | |
| I0330 00:58:45.598738 10583 net.cpp:411] loss1/lstm_unit_16 -> h_16 | |
| I0330 00:58:45.598810 10583 net.cpp:150] Setting up loss1/lstm_unit_16 | |
| I0330 00:58:45.598841 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.598853 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.598863 10583 net.cpp:165] Memory required for data: 7833664 | |
| I0330 00:58:45.598873 10583 layer_factory.hpp:77] Creating layer h_16_loss1/lstm_unit_16_1_split | |
| I0330 00:58:45.598897 10583 net.cpp:106] Creating Layer h_16_loss1/lstm_unit_16_1_split | |
| I0330 00:58:45.598908 10583 net.cpp:454] h_16_loss1/lstm_unit_16_1_split <- h_16 | |
| I0330 00:58:45.598922 10583 net.cpp:411] h_16_loss1/lstm_unit_16_1_split -> h_16_loss1/lstm_unit_16_1_split_0 | |
| I0330 00:58:45.598935 10583 net.cpp:411] h_16_loss1/lstm_unit_16_1_split -> h_16_loss1/lstm_unit_16_1_split_1 | |
| I0330 00:58:45.599015 10583 net.cpp:150] Setting up h_16_loss1/lstm_unit_16_1_split | |
| I0330 00:58:45.599035 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.599047 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.599057 10583 net.cpp:165] Memory required for data: 7866432 | |
| I0330 00:58:45.599067 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_16 | |
| I0330 00:58:45.599082 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_16 | |
| I0330 00:58:45.599094 10583 net.cpp:454] loss1/lstm_h_conted_16 <- h_16_loss1/lstm_unit_16_1_split_0 | |
| I0330 00:58:45.599107 10583 net.cpp:454] loss1/lstm_h_conted_16 <- cont_17_loss1/lstm_cont_slice_16_split_0 | |
| I0330 00:58:45.599124 10583 net.cpp:411] loss1/lstm_h_conted_16 -> h_conted_16 | |
| I0330 00:58:45.599223 10583 net.cpp:150] Setting up loss1/lstm_h_conted_16 | |
| I0330 00:58:45.599241 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.599251 10583 net.cpp:165] Memory required for data: 7882816 | |
| I0330 00:58:45.599261 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_17 | |
| I0330 00:58:45.599277 10583 net.cpp:106] Creating Layer loss1/lstm_transform_17 | |
| I0330 00:58:45.599289 10583 net.cpp:454] loss1/lstm_transform_17 <- h_conted_16 | |
| I0330 00:58:45.599339 10583 net.cpp:411] loss1/lstm_transform_17 -> W_hc_h_16 | |
| I0330 00:58:45.608124 10583 net.cpp:150] Setting up loss1/lstm_transform_17 | |
| I0330 00:58:45.608202 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.608216 10583 net.cpp:165] Memory required for data: 7948352 | |
| I0330 00:58:45.608232 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.608245 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_17 | |
| I0330 00:58:45.608265 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_17 | |
| I0330 00:58:45.608279 10583 net.cpp:454] loss1/lstm_gate_input_17 <- W_hc_h_16 | |
| I0330 00:58:45.608297 10583 net.cpp:454] loss1/lstm_gate_input_17 <- W_xc_x_17 | |
| I0330 00:58:45.608312 10583 net.cpp:454] loss1/lstm_gate_input_17 <- W_xc_x_static_loss1/lstm__0_split_16 | |
| I0330 00:58:45.608331 10583 net.cpp:411] loss1/lstm_gate_input_17 -> gate_input_17 | |
| I0330 00:58:45.608391 10583 net.cpp:150] Setting up loss1/lstm_gate_input_17 | |
| I0330 00:58:45.608408 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.608419 10583 net.cpp:165] Memory required for data: 8013888 | |
| I0330 00:58:45.608429 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_17 | |
| I0330 00:58:45.608443 10583 net.cpp:106] Creating Layer loss1/lstm_unit_17 | |
| I0330 00:58:45.608455 10583 net.cpp:454] loss1/lstm_unit_17 <- c_16 | |
| I0330 00:58:45.608469 10583 net.cpp:454] loss1/lstm_unit_17 <- gate_input_17 | |
| I0330 00:58:45.608480 10583 net.cpp:454] loss1/lstm_unit_17 <- cont_17_loss1/lstm_cont_slice_16_split_1 | |
| I0330 00:58:45.608494 10583 net.cpp:411] loss1/lstm_unit_17 -> c_17 | |
| I0330 00:58:45.608512 10583 net.cpp:411] loss1/lstm_unit_17 -> h_17 | |
| I0330 00:58:45.608587 10583 net.cpp:150] Setting up loss1/lstm_unit_17 | |
| I0330 00:58:45.608604 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.608616 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.608633 10583 net.cpp:165] Memory required for data: 8046656 | |
| I0330 00:58:45.608644 10583 layer_factory.hpp:77] Creating layer h_17_loss1/lstm_unit_17_1_split | |
| I0330 00:58:45.608657 10583 net.cpp:106] Creating Layer h_17_loss1/lstm_unit_17_1_split | |
| I0330 00:58:45.608669 10583 net.cpp:454] h_17_loss1/lstm_unit_17_1_split <- h_17 | |
| I0330 00:58:45.608681 10583 net.cpp:411] h_17_loss1/lstm_unit_17_1_split -> h_17_loss1/lstm_unit_17_1_split_0 | |
| I0330 00:58:45.608696 10583 net.cpp:411] h_17_loss1/lstm_unit_17_1_split -> h_17_loss1/lstm_unit_17_1_split_1 | |
| I0330 00:58:45.608764 10583 net.cpp:150] Setting up h_17_loss1/lstm_unit_17_1_split | |
| I0330 00:58:45.608783 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.608793 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.608803 10583 net.cpp:165] Memory required for data: 8079424 | |
| I0330 00:58:45.608814 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_17 | |
| I0330 00:58:45.608829 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_17 | |
| I0330 00:58:45.608840 10583 net.cpp:454] loss1/lstm_h_conted_17 <- h_17_loss1/lstm_unit_17_1_split_0 | |
| I0330 00:58:45.608855 10583 net.cpp:454] loss1/lstm_h_conted_17 <- cont_18_loss1/lstm_cont_slice_17_split_0 | |
| I0330 00:58:45.608871 10583 net.cpp:411] loss1/lstm_h_conted_17 -> h_conted_17 | |
| I0330 00:58:45.608968 10583 net.cpp:150] Setting up loss1/lstm_h_conted_17 | |
| I0330 00:58:45.608988 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.608997 10583 net.cpp:165] Memory required for data: 8095808 | |
| I0330 00:58:45.609009 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_18 | |
| I0330 00:58:45.609025 10583 net.cpp:106] Creating Layer loss1/lstm_transform_18 | |
| I0330 00:58:45.609036 10583 net.cpp:454] loss1/lstm_transform_18 <- h_conted_17 | |
| I0330 00:58:45.609053 10583 net.cpp:411] loss1/lstm_transform_18 -> W_hc_h_17 | |
| I0330 00:58:45.617897 10583 net.cpp:150] Setting up loss1/lstm_transform_18 | |
| I0330 00:58:45.617980 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.617993 10583 net.cpp:165] Memory required for data: 8161344 | |
| I0330 00:58:45.618010 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.618057 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_18 | |
| I0330 00:58:45.618080 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_18 | |
| I0330 00:58:45.618095 10583 net.cpp:454] loss1/lstm_gate_input_18 <- W_hc_h_17 | |
| I0330 00:58:45.618110 10583 net.cpp:454] loss1/lstm_gate_input_18 <- W_xc_x_18 | |
| I0330 00:58:45.618124 10583 net.cpp:454] loss1/lstm_gate_input_18 <- W_xc_x_static_loss1/lstm__0_split_17 | |
| I0330 00:58:45.618142 10583 net.cpp:411] loss1/lstm_gate_input_18 -> gate_input_18 | |
| I0330 00:58:45.618221 10583 net.cpp:150] Setting up loss1/lstm_gate_input_18 | |
| I0330 00:58:45.618238 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.618249 10583 net.cpp:165] Memory required for data: 8226880 | |
| I0330 00:58:45.618259 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_18 | |
| I0330 00:58:45.618274 10583 net.cpp:106] Creating Layer loss1/lstm_unit_18 | |
| I0330 00:58:45.618285 10583 net.cpp:454] loss1/lstm_unit_18 <- c_17 | |
| I0330 00:58:45.618299 10583 net.cpp:454] loss1/lstm_unit_18 <- gate_input_18 | |
| I0330 00:58:45.618311 10583 net.cpp:454] loss1/lstm_unit_18 <- cont_18_loss1/lstm_cont_slice_17_split_1 | |
| I0330 00:58:45.618325 10583 net.cpp:411] loss1/lstm_unit_18 -> c_18 | |
| I0330 00:58:45.618340 10583 net.cpp:411] loss1/lstm_unit_18 -> h_18 | |
| I0330 00:58:45.618417 10583 net.cpp:150] Setting up loss1/lstm_unit_18 | |
| I0330 00:58:45.618438 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.618449 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.618459 10583 net.cpp:165] Memory required for data: 8259648 | |
| I0330 00:58:45.618469 10583 layer_factory.hpp:77] Creating layer h_18_loss1/lstm_unit_18_1_split | |
| I0330 00:58:45.618484 10583 net.cpp:106] Creating Layer h_18_loss1/lstm_unit_18_1_split | |
| I0330 00:58:45.618494 10583 net.cpp:454] h_18_loss1/lstm_unit_18_1_split <- h_18 | |
| I0330 00:58:45.618507 10583 net.cpp:411] h_18_loss1/lstm_unit_18_1_split -> h_18_loss1/lstm_unit_18_1_split_0 | |
| I0330 00:58:45.618522 10583 net.cpp:411] h_18_loss1/lstm_unit_18_1_split -> h_18_loss1/lstm_unit_18_1_split_1 | |
| I0330 00:58:45.618580 10583 net.cpp:150] Setting up h_18_loss1/lstm_unit_18_1_split | |
| I0330 00:58:45.618597 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.618609 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.618618 10583 net.cpp:165] Memory required for data: 8292416 | |
| I0330 00:58:45.618628 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_18 | |
| I0330 00:58:45.618643 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_18 | |
| I0330 00:58:45.618655 10583 net.cpp:454] loss1/lstm_h_conted_18 <- h_18_loss1/lstm_unit_18_1_split_0 | |
| I0330 00:58:45.618667 10583 net.cpp:454] loss1/lstm_h_conted_18 <- cont_19_loss1/lstm_cont_slice_18_split_0 | |
| I0330 00:58:45.618685 10583 net.cpp:411] loss1/lstm_h_conted_18 -> h_conted_18 | |
| I0330 00:58:45.618779 10583 net.cpp:150] Setting up loss1/lstm_h_conted_18 | |
| I0330 00:58:45.618798 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.618811 10583 net.cpp:165] Memory required for data: 8308800 | |
| I0330 00:58:45.618830 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_19 | |
| I0330 00:58:45.618846 10583 net.cpp:106] Creating Layer loss1/lstm_transform_19 | |
| I0330 00:58:45.618859 10583 net.cpp:454] loss1/lstm_transform_19 <- h_conted_18 | |
| I0330 00:58:45.618875 10583 net.cpp:411] loss1/lstm_transform_19 -> W_hc_h_18 | |
| I0330 00:58:45.627694 10583 net.cpp:150] Setting up loss1/lstm_transform_19 | |
| I0330 00:58:45.627776 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.627792 10583 net.cpp:165] Memory required for data: 8374336 | |
| I0330 00:58:45.627811 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.627825 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_19 | |
| I0330 00:58:45.627846 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_19 | |
| I0330 00:58:45.627861 10583 net.cpp:454] loss1/lstm_gate_input_19 <- W_hc_h_18 | |
| I0330 00:58:45.627876 10583 net.cpp:454] loss1/lstm_gate_input_19 <- W_xc_x_19 | |
| I0330 00:58:45.627892 10583 net.cpp:454] loss1/lstm_gate_input_19 <- W_xc_x_static_loss1/lstm__0_split_18 | |
| I0330 00:58:45.627944 10583 net.cpp:411] loss1/lstm_gate_input_19 -> gate_input_19 | |
| I0330 00:58:45.628011 10583 net.cpp:150] Setting up loss1/lstm_gate_input_19 | |
| I0330 00:58:45.628031 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.628041 10583 net.cpp:165] Memory required for data: 8439872 | |
| I0330 00:58:45.628051 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_19 | |
| I0330 00:58:45.628068 10583 net.cpp:106] Creating Layer loss1/lstm_unit_19 | |
| I0330 00:58:45.628080 10583 net.cpp:454] loss1/lstm_unit_19 <- c_18 | |
| I0330 00:58:45.628093 10583 net.cpp:454] loss1/lstm_unit_19 <- gate_input_19 | |
| I0330 00:58:45.628106 10583 net.cpp:454] loss1/lstm_unit_19 <- cont_19_loss1/lstm_cont_slice_18_split_1 | |
| I0330 00:58:45.628119 10583 net.cpp:411] loss1/lstm_unit_19 -> c_19 | |
| I0330 00:58:45.628135 10583 net.cpp:411] loss1/lstm_unit_19 -> h_19 | |
| I0330 00:58:45.628209 10583 net.cpp:150] Setting up loss1/lstm_unit_19 | |
| I0330 00:58:45.628231 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.628242 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.628252 10583 net.cpp:165] Memory required for data: 8472640 | |
| I0330 00:58:45.628262 10583 layer_factory.hpp:77] Creating layer h_19_loss1/lstm_unit_19_1_split | |
| I0330 00:58:45.628276 10583 net.cpp:106] Creating Layer h_19_loss1/lstm_unit_19_1_split | |
| I0330 00:58:45.628288 10583 net.cpp:454] h_19_loss1/lstm_unit_19_1_split <- h_19 | |
| I0330 00:58:45.628300 10583 net.cpp:411] h_19_loss1/lstm_unit_19_1_split -> h_19_loss1/lstm_unit_19_1_split_0 | |
| I0330 00:58:45.628314 10583 net.cpp:411] h_19_loss1/lstm_unit_19_1_split -> h_19_loss1/lstm_unit_19_1_split_1 | |
| I0330 00:58:45.628372 10583 net.cpp:150] Setting up h_19_loss1/lstm_unit_19_1_split | |
| I0330 00:58:45.628389 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.628401 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.628410 10583 net.cpp:165] Memory required for data: 8505408 | |
| I0330 00:58:45.628420 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_19 | |
| I0330 00:58:45.628435 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_19 | |
| I0330 00:58:45.628446 10583 net.cpp:454] loss1/lstm_h_conted_19 <- h_19_loss1/lstm_unit_19_1_split_0 | |
| I0330 00:58:45.628459 10583 net.cpp:454] loss1/lstm_h_conted_19 <- cont_20_loss1/lstm_cont_slice_19_split_0 | |
| I0330 00:58:45.628473 10583 net.cpp:411] loss1/lstm_h_conted_19 -> h_conted_19 | |
| I0330 00:58:45.628568 10583 net.cpp:150] Setting up loss1/lstm_h_conted_19 | |
| I0330 00:58:45.628587 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.628597 10583 net.cpp:165] Memory required for data: 8521792 | |
| I0330 00:58:45.628607 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_20 | |
| I0330 00:58:45.628623 10583 net.cpp:106] Creating Layer loss1/lstm_transform_20 | |
| I0330 00:58:45.628634 10583 net.cpp:454] loss1/lstm_transform_20 <- h_conted_19 | |
| I0330 00:58:45.628654 10583 net.cpp:411] loss1/lstm_transform_20 -> W_hc_h_19 | |
| I0330 00:58:45.637513 10583 net.cpp:150] Setting up loss1/lstm_transform_20 | |
| I0330 00:58:45.637579 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.637591 10583 net.cpp:165] Memory required for data: 8587328 | |
| I0330 00:58:45.637608 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.637620 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_20 | |
| I0330 00:58:45.637640 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_20 | |
| I0330 00:58:45.637655 10583 net.cpp:454] loss1/lstm_gate_input_20 <- W_hc_h_19 | |
| I0330 00:58:45.637670 10583 net.cpp:454] loss1/lstm_gate_input_20 <- W_xc_x_20 | |
| I0330 00:58:45.637683 10583 net.cpp:454] loss1/lstm_gate_input_20 <- W_xc_x_static_loss1/lstm__0_split_19 | |
| I0330 00:58:45.637703 10583 net.cpp:411] loss1/lstm_gate_input_20 -> gate_input_20 | |
| I0330 00:58:45.637763 10583 net.cpp:150] Setting up loss1/lstm_gate_input_20 | |
| I0330 00:58:45.637781 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.637792 10583 net.cpp:165] Memory required for data: 8652864 | |
| I0330 00:58:45.637802 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_20 | |
| I0330 00:58:45.637848 10583 net.cpp:106] Creating Layer loss1/lstm_unit_20 | |
| I0330 00:58:45.637861 10583 net.cpp:454] loss1/lstm_unit_20 <- c_19 | |
| I0330 00:58:45.637874 10583 net.cpp:454] loss1/lstm_unit_20 <- gate_input_20 | |
| I0330 00:58:45.637887 10583 net.cpp:454] loss1/lstm_unit_20 <- cont_20_loss1/lstm_cont_slice_19_split_1 | |
| I0330 00:58:45.637900 10583 net.cpp:411] loss1/lstm_unit_20 -> c_20 | |
| I0330 00:58:45.637914 10583 net.cpp:411] loss1/lstm_unit_20 -> h_20 | |
| I0330 00:58:45.637989 10583 net.cpp:150] Setting up loss1/lstm_unit_20 | |
| I0330 00:58:45.638010 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.638021 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.638031 10583 net.cpp:165] Memory required for data: 8685632 | |
| I0330 00:58:45.638042 10583 layer_factory.hpp:77] Creating layer h_20_loss1/lstm_unit_20_1_split | |
| I0330 00:58:45.638056 10583 net.cpp:106] Creating Layer h_20_loss1/lstm_unit_20_1_split | |
| I0330 00:58:45.638067 10583 net.cpp:454] h_20_loss1/lstm_unit_20_1_split <- h_20 | |
| I0330 00:58:45.638080 10583 net.cpp:411] h_20_loss1/lstm_unit_20_1_split -> h_20_loss1/lstm_unit_20_1_split_0 | |
| I0330 00:58:45.638131 10583 net.cpp:411] h_20_loss1/lstm_unit_20_1_split -> h_20_loss1/lstm_unit_20_1_split_1 | |
| I0330 00:58:45.638190 10583 net.cpp:150] Setting up h_20_loss1/lstm_unit_20_1_split | |
| I0330 00:58:45.638207 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.638218 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.638228 10583 net.cpp:165] Memory required for data: 8718400 | |
| I0330 00:58:45.638238 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_20 | |
| I0330 00:58:45.638273 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_20 | |
| I0330 00:58:45.638288 10583 net.cpp:454] loss1/lstm_h_conted_20 <- h_20_loss1/lstm_unit_20_1_split_0 | |
| I0330 00:58:45.638299 10583 net.cpp:454] loss1/lstm_h_conted_20 <- cont_21_loss1/lstm_cont_slice_20_split_0 | |
| I0330 00:58:45.638314 10583 net.cpp:411] loss1/lstm_h_conted_20 -> h_conted_20 | |
| I0330 00:58:45.638409 10583 net.cpp:150] Setting up loss1/lstm_h_conted_20 | |
| I0330 00:58:45.638427 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.638438 10583 net.cpp:165] Memory required for data: 8734784 | |
| I0330 00:58:45.638449 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_21 | |
| I0330 00:58:45.638466 10583 net.cpp:106] Creating Layer loss1/lstm_transform_21 | |
| I0330 00:58:45.638478 10583 net.cpp:454] loss1/lstm_transform_21 <- h_conted_20 | |
| I0330 00:58:45.638501 10583 net.cpp:411] loss1/lstm_transform_21 -> W_hc_h_20 | |
| I0330 00:58:45.647065 10583 net.cpp:150] Setting up loss1/lstm_transform_21 | |
| I0330 00:58:45.647131 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.647145 10583 net.cpp:165] Memory required for data: 8800320 | |
| I0330 00:58:45.647166 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.647179 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_21 | |
| I0330 00:58:45.647198 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_21 | |
| I0330 00:58:45.647212 10583 net.cpp:454] loss1/lstm_gate_input_21 <- W_hc_h_20 | |
| I0330 00:58:45.647227 10583 net.cpp:454] loss1/lstm_gate_input_21 <- W_xc_x_21 | |
| I0330 00:58:45.647249 10583 net.cpp:454] loss1/lstm_gate_input_21 <- W_xc_x_static_loss1/lstm__0_split_20 | |
| I0330 00:58:45.647269 10583 net.cpp:411] loss1/lstm_gate_input_21 -> gate_input_21 | |
| I0330 00:58:45.647335 10583 net.cpp:150] Setting up loss1/lstm_gate_input_21 | |
| I0330 00:58:45.647356 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.647372 10583 net.cpp:165] Memory required for data: 8865856 | |
| I0330 00:58:45.647383 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_21 | |
| I0330 00:58:45.647397 10583 net.cpp:106] Creating Layer loss1/lstm_unit_21 | |
| I0330 00:58:45.647408 10583 net.cpp:454] loss1/lstm_unit_21 <- c_20 | |
| I0330 00:58:45.647421 10583 net.cpp:454] loss1/lstm_unit_21 <- gate_input_21 | |
| I0330 00:58:45.647442 10583 net.cpp:454] loss1/lstm_unit_21 <- cont_21_loss1/lstm_cont_slice_20_split_1 | |
| I0330 00:58:45.647455 10583 net.cpp:411] loss1/lstm_unit_21 -> c_21 | |
| I0330 00:58:45.647511 10583 net.cpp:411] loss1/lstm_unit_21 -> h_21 | |
| I0330 00:58:45.647590 10583 net.cpp:150] Setting up loss1/lstm_unit_21 | |
| I0330 00:58:45.647608 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.647620 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.647630 10583 net.cpp:165] Memory required for data: 8898624 | |
| I0330 00:58:45.647641 10583 layer_factory.hpp:77] Creating layer h_21_loss1/lstm_unit_21_1_split | |
| I0330 00:58:45.647657 10583 net.cpp:106] Creating Layer h_21_loss1/lstm_unit_21_1_split | |
| I0330 00:58:45.647668 10583 net.cpp:454] h_21_loss1/lstm_unit_21_1_split <- h_21 | |
| I0330 00:58:45.647680 10583 net.cpp:411] h_21_loss1/lstm_unit_21_1_split -> h_21_loss1/lstm_unit_21_1_split_0 | |
| I0330 00:58:45.647694 10583 net.cpp:411] h_21_loss1/lstm_unit_21_1_split -> h_21_loss1/lstm_unit_21_1_split_1 | |
| I0330 00:58:45.647761 10583 net.cpp:150] Setting up h_21_loss1/lstm_unit_21_1_split | |
| I0330 00:58:45.647778 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.647789 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.647799 10583 net.cpp:165] Memory required for data: 8931392 | |
| I0330 00:58:45.647809 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_21 | |
| I0330 00:58:45.647830 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_21 | |
| I0330 00:58:45.647841 10583 net.cpp:454] loss1/lstm_h_conted_21 <- h_21_loss1/lstm_unit_21_1_split_0 | |
| I0330 00:58:45.647855 10583 net.cpp:454] loss1/lstm_h_conted_21 <- cont_22_loss1/lstm_cont_slice_21_split_0 | |
| I0330 00:58:45.647873 10583 net.cpp:411] loss1/lstm_h_conted_21 -> h_conted_21 | |
| I0330 00:58:45.647969 10583 net.cpp:150] Setting up loss1/lstm_h_conted_21 | |
| I0330 00:58:45.647986 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.647996 10583 net.cpp:165] Memory required for data: 8947776 | |
| I0330 00:58:45.648006 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_22 | |
| I0330 00:58:45.648022 10583 net.cpp:106] Creating Layer loss1/lstm_transform_22 | |
| I0330 00:58:45.648033 10583 net.cpp:454] loss1/lstm_transform_22 <- h_conted_21 | |
| I0330 00:58:45.648051 10583 net.cpp:411] loss1/lstm_transform_22 -> W_hc_h_21 | |
| I0330 00:58:45.656898 10583 net.cpp:150] Setting up loss1/lstm_transform_22 | |
| I0330 00:58:45.656972 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.656985 10583 net.cpp:165] Memory required for data: 9013312 | |
| I0330 00:58:45.657002 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:45.657016 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_22 | |
| I0330 00:58:45.657037 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_22 | |
| I0330 00:58:45.657050 10583 net.cpp:454] loss1/lstm_gate_input_22 <- W_hc_h_21 | |
| I0330 00:58:45.657065 10583 net.cpp:454] loss1/lstm_gate_input_22 <- W_xc_x_22 | |
| I0330 00:58:45.657079 10583 net.cpp:454] loss1/lstm_gate_input_22 <- W_xc_x_static_loss1/lstm__0_split_21 | |
| I0330 00:58:45.657094 10583 net.cpp:411] loss1/lstm_gate_input_22 -> gate_input_22 | |
| I0330 00:58:45.657155 10583 net.cpp:150] Setting up loss1/lstm_gate_input_22 | |
| I0330 00:58:45.657172 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.657182 10583 net.cpp:165] Memory required for data: 9078848 | |
| I0330 00:58:45.657193 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_22 | |
| I0330 00:58:45.657209 10583 net.cpp:106] Creating Layer loss1/lstm_unit_22 | |
| I0330 00:58:45.657222 10583 net.cpp:454] loss1/lstm_unit_22 <- c_21 | |
| I0330 00:58:45.657234 10583 net.cpp:454] loss1/lstm_unit_22 <- gate_input_22 | |
| I0330 00:58:45.657248 10583 net.cpp:454] loss1/lstm_unit_22 <- cont_22_loss1/lstm_cont_slice_21_split_1 | |
| I0330 00:58:45.657260 10583 net.cpp:411] loss1/lstm_unit_22 -> c_22 | |
| I0330 00:58:45.657276 10583 net.cpp:411] loss1/lstm_unit_22 -> h_22 | |
| I0330 00:58:45.657351 10583 net.cpp:150] Setting up loss1/lstm_unit_22 | |
| I0330 00:58:45.657377 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.657388 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.657398 10583 net.cpp:165] Memory required for data: 9111616 | |
| I0330 00:58:45.657409 10583 layer_factory.hpp:77] Creating layer loss1/lstm_ | |
| I0330 00:58:45.657469 10583 net.cpp:106] Creating Layer loss1/lstm_ | |
| I0330 00:58:45.657480 10583 net.cpp:454] loss1/lstm_ <- c_22 | |
| I0330 00:58:45.657495 10583 net.cpp:411] loss1/lstm_ -> c_T | |
| I0330 00:58:45.657536 10583 net.cpp:150] Setting up loss1/lstm_ | |
| I0330 00:58:45.657553 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.657563 10583 net.cpp:165] Memory required for data: 9128000 | |
| I0330 00:58:45.657573 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_concat | |
| I0330 00:58:45.657593 10583 net.cpp:106] Creating Layer loss1/lstm_h_concat | |
| I0330 00:58:45.657604 10583 net.cpp:454] loss1/lstm_h_concat <- h_1_loss1/lstm_unit_1_1_split_1 | |
| I0330 00:58:45.657618 10583 net.cpp:454] loss1/lstm_h_concat <- h_2_loss1/lstm_unit_2_1_split_1 | |
| I0330 00:58:45.657629 10583 net.cpp:454] loss1/lstm_h_concat <- h_3_loss1/lstm_unit_3_1_split_1 | |
| I0330 00:58:45.657641 10583 net.cpp:454] loss1/lstm_h_concat <- h_4_loss1/lstm_unit_4_1_split_1 | |
| I0330 00:58:45.657654 10583 net.cpp:454] loss1/lstm_h_concat <- h_5_loss1/lstm_unit_5_1_split_1 | |
| I0330 00:58:45.657665 10583 net.cpp:454] loss1/lstm_h_concat <- h_6_loss1/lstm_unit_6_1_split_1 | |
| I0330 00:58:45.657680 10583 net.cpp:454] loss1/lstm_h_concat <- h_7_loss1/lstm_unit_7_1_split_1 | |
| I0330 00:58:45.657691 10583 net.cpp:454] loss1/lstm_h_concat <- h_8_loss1/lstm_unit_8_1_split_1 | |
| I0330 00:58:45.657702 10583 net.cpp:454] loss1/lstm_h_concat <- h_9_loss1/lstm_unit_9_1_split_1 | |
| I0330 00:58:45.657723 10583 net.cpp:454] loss1/lstm_h_concat <- h_10_loss1/lstm_unit_10_1_split_1 | |
| I0330 00:58:45.657734 10583 net.cpp:454] loss1/lstm_h_concat <- h_11_loss1/lstm_unit_11_1_split_1 | |
| I0330 00:58:45.657745 10583 net.cpp:454] loss1/lstm_h_concat <- h_12_loss1/lstm_unit_12_1_split_1 | |
| I0330 00:58:45.657757 10583 net.cpp:454] loss1/lstm_h_concat <- h_13_loss1/lstm_unit_13_1_split_1 | |
| I0330 00:58:45.657766 10583 net.cpp:454] loss1/lstm_h_concat <- h_14_loss1/lstm_unit_14_1_split_1 | |
| I0330 00:58:45.657786 10583 net.cpp:454] loss1/lstm_h_concat <- h_15_loss1/lstm_unit_15_1_split_1 | |
| I0330 00:58:45.657798 10583 net.cpp:454] loss1/lstm_h_concat <- h_16_loss1/lstm_unit_16_1_split_1 | |
| I0330 00:58:45.657807 10583 net.cpp:454] loss1/lstm_h_concat <- h_17_loss1/lstm_unit_17_1_split_1 | |
| I0330 00:58:45.657819 10583 net.cpp:454] loss1/lstm_h_concat <- h_18_loss1/lstm_unit_18_1_split_1 | |
| I0330 00:58:45.657830 10583 net.cpp:454] loss1/lstm_h_concat <- h_19_loss1/lstm_unit_19_1_split_1 | |
| I0330 00:58:45.657840 10583 net.cpp:454] loss1/lstm_h_concat <- h_20_loss1/lstm_unit_20_1_split_1 | |
| I0330 00:58:45.657850 10583 net.cpp:454] loss1/lstm_h_concat <- h_21_loss1/lstm_unit_21_1_split_1 | |
| I0330 00:58:45.657860 10583 net.cpp:454] loss1/lstm_h_concat <- h_22 | |
| I0330 00:58:45.657874 10583 net.cpp:411] loss1/lstm_h_concat -> h | |
| I0330 00:58:45.657927 10583 net.cpp:150] Setting up loss1/lstm_h_concat | |
| I0330 00:58:45.657945 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:45.657955 10583 net.cpp:165] Memory required for data: 9488448 | |
| I0330 00:58:45.657965 10583 net.cpp:228] loss1/lstm_h_concat does not need backward computation. | |
| I0330 00:58:45.657984 10583 net.cpp:228] loss1/lstm_ does not need backward computation. | |
| I0330 00:58:45.657996 10583 net.cpp:228] loss1/lstm_unit_22 does not need backward computation. | |
| I0330 00:58:45.658007 10583 net.cpp:228] loss1/lstm_gate_input_22 does not need backward computation. | |
| I0330 00:58:45.658020 10583 net.cpp:228] loss1/lstm_transform_22 does not need backward computation. | |
| I0330 00:58:45.658030 10583 net.cpp:228] loss1/lstm_h_conted_21 does not need backward computation. | |
| I0330 00:58:45.658041 10583 net.cpp:228] h_21_loss1/lstm_unit_21_1_split does not need backward computation. | |
| I0330 00:58:45.658051 10583 net.cpp:228] loss1/lstm_unit_21 does not need backward computation. | |
| I0330 00:58:45.658062 10583 net.cpp:228] loss1/lstm_gate_input_21 does not need backward computation. | |
| I0330 00:58:45.658074 10583 net.cpp:228] loss1/lstm_transform_21 does not need backward computation. | |
| I0330 00:58:45.658085 10583 net.cpp:228] loss1/lstm_h_conted_20 does not need backward computation. | |
| I0330 00:58:45.658095 10583 net.cpp:228] h_20_loss1/lstm_unit_20_1_split does not need backward computation. | |
| I0330 00:58:45.658118 10583 net.cpp:228] loss1/lstm_unit_20 does not need backward computation. | |
| I0330 00:58:45.658131 10583 net.cpp:228] loss1/lstm_gate_input_20 does not need backward computation. | |
| I0330 00:58:45.658143 10583 net.cpp:228] loss1/lstm_transform_20 does not need backward computation. | |
| I0330 00:58:45.658154 10583 net.cpp:228] loss1/lstm_h_conted_19 does not need backward computation. | |
| I0330 00:58:45.658165 10583 net.cpp:228] h_19_loss1/lstm_unit_19_1_split does not need backward computation. | |
| I0330 00:58:45.658176 10583 net.cpp:228] loss1/lstm_unit_19 does not need backward computation. | |
| I0330 00:58:45.658188 10583 net.cpp:228] loss1/lstm_gate_input_19 does not need backward computation. | |
| I0330 00:58:45.658200 10583 net.cpp:228] loss1/lstm_transform_19 does not need backward computation. | |
| I0330 00:58:45.658210 10583 net.cpp:228] loss1/lstm_h_conted_18 does not need backward computation. | |
| I0330 00:58:45.658221 10583 net.cpp:228] h_18_loss1/lstm_unit_18_1_split does not need backward computation. | |
| I0330 00:58:45.658232 10583 net.cpp:228] loss1/lstm_unit_18 does not need backward computation. | |
| I0330 00:58:45.658244 10583 net.cpp:228] loss1/lstm_gate_input_18 does not need backward computation. | |
| I0330 00:58:45.658255 10583 net.cpp:228] loss1/lstm_transform_18 does not need backward computation. | |
| I0330 00:58:45.658267 10583 net.cpp:228] loss1/lstm_h_conted_17 does not need backward computation. | |
| I0330 00:58:45.658277 10583 net.cpp:228] h_17_loss1/lstm_unit_17_1_split does not need backward computation. | |
| I0330 00:58:45.658288 10583 net.cpp:228] loss1/lstm_unit_17 does not need backward computation. | |
| I0330 00:58:45.658299 10583 net.cpp:228] loss1/lstm_gate_input_17 does not need backward computation. | |
| I0330 00:58:45.658311 10583 net.cpp:228] loss1/lstm_transform_17 does not need backward computation. | |
| I0330 00:58:45.658323 10583 net.cpp:228] loss1/lstm_h_conted_16 does not need backward computation. | |
| I0330 00:58:45.658335 10583 net.cpp:228] h_16_loss1/lstm_unit_16_1_split does not need backward computation. | |
| I0330 00:58:45.658347 10583 net.cpp:228] loss1/lstm_unit_16 does not need backward computation. | |
| I0330 00:58:45.658359 10583 net.cpp:228] loss1/lstm_gate_input_16 does not need backward computation. | |
| I0330 00:58:45.658370 10583 net.cpp:228] loss1/lstm_transform_16 does not need backward computation. | |
| I0330 00:58:45.658381 10583 net.cpp:228] loss1/lstm_h_conted_15 does not need backward computation. | |
| I0330 00:58:45.658392 10583 net.cpp:228] h_15_loss1/lstm_unit_15_1_split does not need backward computation. | |
| I0330 00:58:45.658402 10583 net.cpp:228] loss1/lstm_unit_15 does not need backward computation. | |
| I0330 00:58:45.658414 10583 net.cpp:228] loss1/lstm_gate_input_15 does not need backward computation. | |
| I0330 00:58:45.658427 10583 net.cpp:228] loss1/lstm_transform_15 does not need backward computation. | |
| I0330 00:58:45.658437 10583 net.cpp:228] loss1/lstm_h_conted_14 does not need backward computation. | |
| I0330 00:58:45.658447 10583 net.cpp:228] h_14_loss1/lstm_unit_14_1_split does not need backward computation. | |
| I0330 00:58:45.658458 10583 net.cpp:228] loss1/lstm_unit_14 does not need backward computation. | |
| I0330 00:58:45.658470 10583 net.cpp:228] loss1/lstm_gate_input_14 does not need backward computation. | |
| I0330 00:58:45.658483 10583 net.cpp:228] loss1/lstm_transform_14 does not need backward computation. | |
| I0330 00:58:45.658494 10583 net.cpp:228] loss1/lstm_h_conted_13 does not need backward computation. | |
| I0330 00:58:45.658505 10583 net.cpp:228] h_13_loss1/lstm_unit_13_1_split does not need backward computation. | |
| I0330 00:58:45.658517 10583 net.cpp:228] loss1/lstm_unit_13 does not need backward computation. | |
| I0330 00:58:45.658529 10583 net.cpp:228] loss1/lstm_gate_input_13 does not need backward computation. | |
| I0330 00:58:45.658540 10583 net.cpp:228] loss1/lstm_transform_13 does not need backward computation. | |
| I0330 00:58:45.658550 10583 net.cpp:228] loss1/lstm_h_conted_12 does not need backward computation. | |
| I0330 00:58:45.658561 10583 net.cpp:228] h_12_loss1/lstm_unit_12_1_split does not need backward computation. | |
| I0330 00:58:45.658581 10583 net.cpp:228] loss1/lstm_unit_12 does not need backward computation. | |
| I0330 00:58:45.658593 10583 net.cpp:228] loss1/lstm_gate_input_12 does not need backward computation. | |
| I0330 00:58:45.658604 10583 net.cpp:228] loss1/lstm_transform_12 does not need backward computation. | |
| I0330 00:58:45.658615 10583 net.cpp:228] loss1/lstm_h_conted_11 does not need backward computation. | |
| I0330 00:58:45.658627 10583 net.cpp:228] h_11_loss1/lstm_unit_11_1_split does not need backward computation. | |
| I0330 00:58:45.658638 10583 net.cpp:228] loss1/lstm_unit_11 does not need backward computation. | |
| I0330 00:58:45.658649 10583 net.cpp:228] loss1/lstm_gate_input_11 does not need backward computation. | |
| I0330 00:58:45.658660 10583 net.cpp:228] loss1/lstm_transform_11 does not need backward computation. | |
| I0330 00:58:45.658671 10583 net.cpp:228] loss1/lstm_h_conted_10 does not need backward computation. | |
| I0330 00:58:45.658682 10583 net.cpp:228] h_10_loss1/lstm_unit_10_1_split does not need backward computation. | |
| I0330 00:58:45.658690 10583 net.cpp:228] loss1/lstm_unit_10 does not need backward computation. | |
| I0330 00:58:45.658697 10583 net.cpp:228] loss1/lstm_gate_input_10 does not need backward computation. | |
| I0330 00:58:45.658710 10583 net.cpp:228] loss1/lstm_transform_10 does not need backward computation. | |
| I0330 00:58:45.658725 10583 net.cpp:228] loss1/lstm_h_conted_9 does not need backward computation. | |
| I0330 00:58:45.658737 10583 net.cpp:228] h_9_loss1/lstm_unit_9_1_split does not need backward computation. | |
| I0330 00:58:45.658748 10583 net.cpp:228] loss1/lstm_unit_9 does not need backward computation. | |
| I0330 00:58:45.658761 10583 net.cpp:228] loss1/lstm_gate_input_9 does not need backward computation. | |
| I0330 00:58:45.658771 10583 net.cpp:228] loss1/lstm_transform_9 does not need backward computation. | |
| I0330 00:58:45.658782 10583 net.cpp:228] loss1/lstm_h_conted_8 does not need backward computation. | |
| I0330 00:58:45.658794 10583 net.cpp:228] h_8_loss1/lstm_unit_8_1_split does not need backward computation. | |
| I0330 00:58:45.658805 10583 net.cpp:228] loss1/lstm_unit_8 does not need backward computation. | |
| I0330 00:58:45.658826 10583 net.cpp:228] loss1/lstm_gate_input_8 does not need backward computation. | |
| I0330 00:58:45.658838 10583 net.cpp:228] loss1/lstm_transform_8 does not need backward computation. | |
| I0330 00:58:45.658849 10583 net.cpp:228] loss1/lstm_h_conted_7 does not need backward computation. | |
| I0330 00:58:45.658860 10583 net.cpp:228] h_7_loss1/lstm_unit_7_1_split does not need backward computation. | |
| I0330 00:58:45.658870 10583 net.cpp:228] loss1/lstm_unit_7 does not need backward computation. | |
| I0330 00:58:45.658890 10583 net.cpp:228] loss1/lstm_gate_input_7 does not need backward computation. | |
| I0330 00:58:45.658901 10583 net.cpp:228] loss1/lstm_transform_7 does not need backward computation. | |
| I0330 00:58:45.658912 10583 net.cpp:228] loss1/lstm_h_conted_6 does not need backward computation. | |
| I0330 00:58:45.658923 10583 net.cpp:228] h_6_loss1/lstm_unit_6_1_split does not need backward computation. | |
| I0330 00:58:45.658934 10583 net.cpp:228] loss1/lstm_unit_6 does not need backward computation. | |
| I0330 00:58:45.658946 10583 net.cpp:228] loss1/lstm_gate_input_6 does not need backward computation. | |
| I0330 00:58:45.658957 10583 net.cpp:228] loss1/lstm_transform_6 does not need backward computation. | |
| I0330 00:58:45.658967 10583 net.cpp:228] loss1/lstm_h_conted_5 does not need backward computation. | |
| I0330 00:58:45.658999 10583 net.cpp:228] h_5_loss1/lstm_unit_5_1_split does not need backward computation. | |
| I0330 00:58:45.659013 10583 net.cpp:228] loss1/lstm_unit_5 does not need backward computation. | |
| I0330 00:58:45.659024 10583 net.cpp:228] loss1/lstm_gate_input_5 does not need backward computation. | |
| I0330 00:58:45.659036 10583 net.cpp:228] loss1/lstm_transform_5 does not need backward computation. | |
| I0330 00:58:45.659047 10583 net.cpp:228] loss1/lstm_h_conted_4 does not need backward computation. | |
| I0330 00:58:45.659059 10583 net.cpp:228] h_4_loss1/lstm_unit_4_1_split does not need backward computation. | |
| I0330 00:58:45.659068 10583 net.cpp:228] loss1/lstm_unit_4 does not need backward computation. | |
| I0330 00:58:45.659091 10583 net.cpp:228] loss1/lstm_gate_input_4 does not need backward computation. | |
| I0330 00:58:45.659103 10583 net.cpp:228] loss1/lstm_transform_4 does not need backward computation. | |
| I0330 00:58:45.659114 10583 net.cpp:228] loss1/lstm_h_conted_3 does not need backward computation. | |
| I0330 00:58:45.659126 10583 net.cpp:228] h_3_loss1/lstm_unit_3_1_split does not need backward computation. | |
| I0330 00:58:45.659137 10583 net.cpp:228] loss1/lstm_unit_3 does not need backward computation. | |
| I0330 00:58:45.659148 10583 net.cpp:228] loss1/lstm_gate_input_3 does not need backward computation. | |
| I0330 00:58:45.659159 10583 net.cpp:228] loss1/lstm_transform_3 does not need backward computation. | |
| I0330 00:58:45.659170 10583 net.cpp:228] loss1/lstm_h_conted_2 does not need backward computation. | |
| I0330 00:58:45.659181 10583 net.cpp:228] h_2_loss1/lstm_unit_2_1_split does not need backward computation. | |
| I0330 00:58:45.659191 10583 net.cpp:228] loss1/lstm_unit_2 does not need backward computation. | |
| I0330 00:58:45.659204 10583 net.cpp:228] loss1/lstm_gate_input_2 does not need backward computation. | |
| I0330 00:58:45.659215 10583 net.cpp:228] loss1/lstm_transform_2 does not need backward computation. | |
| I0330 00:58:45.659225 10583 net.cpp:228] loss1/lstm_h_conted_1 does not need backward computation. | |
| I0330 00:58:45.659237 10583 net.cpp:228] h_1_loss1/lstm_unit_1_1_split does not need backward computation. | |
| I0330 00:58:45.659247 10583 net.cpp:228] loss1/lstm_unit_1 does not need backward computation. | |
| I0330 00:58:45.659260 10583 net.cpp:228] loss1/lstm_gate_input_1 does not need backward computation. | |
| I0330 00:58:45.659271 10583 net.cpp:228] loss1/lstm_transform_1 does not need backward computation. | |
| I0330 00:58:45.659282 10583 net.cpp:228] loss1/lstm_h_conted_0 does not need backward computation. | |
| I0330 00:58:45.659296 10583 net.cpp:228] loss1/lstm_W_xc_x_slice does not need backward computation. | |
| I0330 00:58:45.659312 10583 net.cpp:228] W_xc_x_static_loss1/lstm__0_split does not need backward computation. | |
| I0330 00:58:45.659322 10583 net.cpp:228] loss1/lstm_ does not need backward computation. | |
| I0330 00:58:45.659333 10583 net.cpp:228] loss1/lstm_W_xc_x_static does not need backward computation. | |
| I0330 00:58:45.659344 10583 net.cpp:228] loss1/lstm_x_transform does not need backward computation. | |
| I0330 00:58:45.659355 10583 net.cpp:228] cont_22_loss1/lstm_cont_slice_21_split does not need backward computation. | |
| I0330 00:58:45.659366 10583 net.cpp:228] cont_21_loss1/lstm_cont_slice_20_split does not need backward computation. | |
| I0330 00:58:45.659376 10583 net.cpp:228] cont_20_loss1/lstm_cont_slice_19_split does not need backward computation. | |
| I0330 00:58:45.659390 10583 net.cpp:228] cont_19_loss1/lstm_cont_slice_18_split does not need backward computation. | |
| I0330 00:58:45.659402 10583 net.cpp:228] cont_18_loss1/lstm_cont_slice_17_split does not need backward computation. | |
| I0330 00:58:45.659414 10583 net.cpp:228] cont_17_loss1/lstm_cont_slice_16_split does not need backward computation. | |
| I0330 00:58:45.659426 10583 net.cpp:228] cont_16_loss1/lstm_cont_slice_15_split does not need backward computation. | |
| I0330 00:58:45.659437 10583 net.cpp:228] cont_15_loss1/lstm_cont_slice_14_split does not need backward computation. | |
| I0330 00:58:45.659447 10583 net.cpp:228] cont_14_loss1/lstm_cont_slice_13_split does not need backward computation. | |
| I0330 00:58:45.659458 10583 net.cpp:228] cont_13_loss1/lstm_cont_slice_12_split does not need backward computation. | |
| I0330 00:58:45.659468 10583 net.cpp:228] cont_12_loss1/lstm_cont_slice_11_split does not need backward computation. | |
| I0330 00:58:45.659478 10583 net.cpp:228] cont_11_loss1/lstm_cont_slice_10_split does not need backward computation. | |
| I0330 00:58:45.659489 10583 net.cpp:228] cont_10_loss1/lstm_cont_slice_9_split does not need backward computation. | |
| I0330 00:58:45.659500 10583 net.cpp:228] cont_9_loss1/lstm_cont_slice_8_split does not need backward computation. | |
| I0330 00:58:45.659510 10583 net.cpp:228] cont_8_loss1/lstm_cont_slice_7_split does not need backward computation. | |
| I0330 00:58:45.659531 10583 net.cpp:228] cont_7_loss1/lstm_cont_slice_6_split does not need backward computation. | |
| I0330 00:58:45.659543 10583 net.cpp:228] cont_6_loss1/lstm_cont_slice_5_split does not need backward computation. | |
| I0330 00:58:45.659554 10583 net.cpp:228] cont_5_loss1/lstm_cont_slice_4_split does not need backward computation. | |
| I0330 00:58:45.659564 10583 net.cpp:228] cont_4_loss1/lstm_cont_slice_3_split does not need backward computation. | |
| I0330 00:58:45.659574 10583 net.cpp:228] cont_3_loss1/lstm_cont_slice_2_split does not need backward computation. | |
| I0330 00:58:45.659585 10583 net.cpp:228] cont_2_loss1/lstm_cont_slice_1_split does not need backward computation. | |
| I0330 00:58:45.659595 10583 net.cpp:228] cont_1_loss1/lstm_cont_slice_0_split does not need backward computation. | |
| I0330 00:58:45.659610 10583 net.cpp:228] loss1/lstm_cont_slice does not need backward computation. | |
| I0330 00:58:45.659636 10583 net.cpp:270] This network produces output c_T | |
| I0330 00:58:45.659648 10583 net.cpp:270] This network produces output h | |
| I0330 00:58:45.673724 10583 net.cpp:283] Network initialization done. | |
| I0330 00:58:45.674137 10583 recurrent_layer.cpp:134] Adding parameter 0: W_xc | |
| I0330 00:58:45.674166 10583 recurrent_layer.cpp:134] Adding parameter 1: b_c | |
| I0330 00:58:45.674180 10583 recurrent_layer.cpp:134] Adding parameter 2: W_xc_static | |
| I0330 00:58:45.674192 10583 recurrent_layer.cpp:134] Adding parameter 3: W_hc | |
| I0330 00:58:45.674507 10583 net.cpp:150] Setting up loss1/lstm | |
| I0330 00:58:45.674538 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:45.674551 10583 net.cpp:165] Memory required for data: 274750400 | |
| I0330 00:58:45.674571 10583 layer_factory.hpp:77] Creating layer loss1/predict | |
| I0330 00:58:45.674593 10583 net.cpp:106] Creating Layer loss1/predict | |
| I0330 00:58:45.674608 10583 net.cpp:454] loss1/predict <- loss1/lstm | |
| I0330 00:58:45.674626 10583 net.cpp:411] loss1/predict -> loss1/predict | |
| I0330 00:58:45.675642 10583 net.cpp:150] Setting up loss1/predict | |
| I0330 00:58:45.675673 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675686 10583 net.cpp:165] Memory required for data: 274802496 | |
| I0330 00:58:45.675705 10583 layer_factory.hpp:77] Creating layer loss1/predict_loss1/predict_0_split | |
| I0330 00:58:45.675724 10583 net.cpp:106] Creating Layer loss1/predict_loss1/predict_0_split | |
| I0330 00:58:45.675735 10583 net.cpp:454] loss1/predict_loss1/predict_0_split <- loss1/predict | |
| I0330 00:58:45.675750 10583 net.cpp:411] loss1/predict_loss1/predict_0_split -> loss1/predict_loss1/predict_0_split_0 | |
| I0330 00:58:45.675765 10583 net.cpp:411] loss1/predict_loss1/predict_0_split -> loss1/predict_loss1/predict_0_split_1 | |
| I0330 00:58:45.675781 10583 net.cpp:411] loss1/predict_loss1/predict_0_split -> loss1/predict_loss1/predict_0_split_2 | |
| I0330 00:58:45.675796 10583 net.cpp:411] loss1/predict_loss1/predict_0_split -> loss1/predict_loss1/predict_0_split_3 | |
| I0330 00:58:45.675809 10583 net.cpp:411] loss1/predict_loss1/predict_0_split -> loss1/predict_loss1/predict_0_split_4 | |
| I0330 00:58:45.675907 10583 net.cpp:150] Setting up loss1/predict_loss1/predict_0_split | |
| I0330 00:58:45.675926 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675938 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675950 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675961 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675972 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:45.675981 10583 net.cpp:165] Memory required for data: 275062976 | |
| I0330 00:58:45.675992 10583 layer_factory.hpp:77] Creating layer loss1/cross_entropy_loss | |
| I0330 00:58:45.676015 10583 net.cpp:106] Creating Layer loss1/cross_entropy_loss | |
| I0330 00:58:45.676028 10583 net.cpp:454] loss1/cross_entropy_loss <- loss1/predict_loss1/predict_0_split_0 | |
| I0330 00:58:45.676044 10583 net.cpp:454] loss1/cross_entropy_loss <- label_data_1_split_0 | |
| I0330 00:58:45.676059 10583 net.cpp:411] loss1/cross_entropy_loss -> loss1/cross_entropy_loss | |
| I0330 00:58:45.676084 10583 layer_factory.hpp:77] Creating layer loss1/cross_entropy_loss | |
| I0330 00:58:45.676591 10583 net.cpp:150] Setting up loss1/cross_entropy_loss | |
| I0330 00:58:45.676620 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:45.676630 10583 net.cpp:160] with loss weight 0.3 | |
| I0330 00:58:45.676666 10583 net.cpp:165] Memory required for data: 275062980 | |
| I0330 00:58:45.676679 10583 layer_factory.hpp:77] Creating layer loss1/accuracy | |
| I0330 00:58:45.676699 10583 net.cpp:106] Creating Layer loss1/accuracy | |
| I0330 00:58:45.676712 10583 net.cpp:454] loss1/accuracy <- loss1/predict_loss1/predict_0_split_1 | |
| I0330 00:58:45.676728 10583 net.cpp:454] loss1/accuracy <- label_data_1_split_1 | |
| I0330 00:58:45.676740 10583 net.cpp:411] loss1/accuracy -> loss1/accuracy | |
| I0330 00:58:45.676764 10583 net.cpp:150] Setting up loss1/accuracy | |
| I0330 00:58:45.676779 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:45.676789 10583 net.cpp:165] Memory required for data: 275062984 | |
| I0330 00:58:45.676798 10583 layer_factory.hpp:77] Creating layer loss1/accuracy_top3 | |
| I0330 00:58:45.676812 10583 net.cpp:106] Creating Layer loss1/accuracy_top3 | |
| I0330 00:58:45.676823 10583 net.cpp:454] loss1/accuracy_top3 <- loss1/predict_loss1/predict_0_split_2 | |
| I0330 00:58:45.676836 10583 net.cpp:454] loss1/accuracy_top3 <- label_data_1_split_2 | |
| I0330 00:58:45.676849 10583 net.cpp:411] loss1/accuracy_top3 -> loss1/accuracy_top3 | |
| I0330 00:58:45.676867 10583 net.cpp:150] Setting up loss1/accuracy_top3 | |
| I0330 00:58:45.676879 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:45.676890 10583 net.cpp:165] Memory required for data: 275062988 | |
| I0330 00:58:45.676903 10583 layer_factory.hpp:77] Creating layer loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:45.676919 10583 net.cpp:106] Creating Layer loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:45.676931 10583 net.cpp:454] loss1/cross_entropy_loss_incl_empty <- loss1/predict_loss1/predict_0_split_3 | |
| I0330 00:58:45.676944 10583 net.cpp:454] loss1/cross_entropy_loss_incl_empty <- label_data_1_split_3 | |
| I0330 00:58:45.676957 10583 net.cpp:411] loss1/cross_entropy_loss_incl_empty -> loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:45.676973 10583 layer_factory.hpp:77] Creating layer loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:45.677414 10583 net.cpp:150] Setting up loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:45.677446 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:45.677458 10583 net.cpp:160] with loss weight 0.3 | |
| I0330 00:58:45.677471 10583 net.cpp:165] Memory required for data: 275062992 | |
| I0330 00:58:45.677482 10583 layer_factory.hpp:77] Creating layer loss1/accuracy_incl_empty | |
| I0330 00:58:45.677498 10583 net.cpp:106] Creating Layer loss1/accuracy_incl_empty | |
| I0330 00:58:45.677510 10583 net.cpp:454] loss1/accuracy_incl_empty <- loss1/predict_loss1/predict_0_split_4 | |
| I0330 00:58:45.677525 10583 net.cpp:454] loss1/accuracy_incl_empty <- label_data_1_split_4 | |
| I0330 00:58:45.677537 10583 net.cpp:411] loss1/accuracy_incl_empty -> loss1/accuracy_incl_empty | |
| I0330 00:58:45.677556 10583 net.cpp:150] Setting up loss1/accuracy_incl_empty | |
| I0330 00:58:45.677569 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:45.677579 10583 net.cpp:165] Memory required for data: 275062996 | |
| I0330 00:58:45.677590 10583 layer_factory.hpp:77] Creating layer inception_4b/1x1 | |
| I0330 00:58:45.677611 10583 net.cpp:106] Creating Layer inception_4b/1x1 | |
| I0330 00:58:45.677623 10583 net.cpp:454] inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1 | |
| I0330 00:58:45.677639 10583 net.cpp:411] inception_4b/1x1 -> inception_4b/1x1 | |
| I0330 00:58:45.679168 10583 net.cpp:150] Setting up inception_4b/1x1 | |
| I0330 00:58:45.679203 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:45.679216 10583 net.cpp:165] Memory required for data: 275615956 | |
| I0330 00:58:45.679232 10583 layer_factory.hpp:77] Creating layer inception_4b/1x1/bn | |
| I0330 00:58:45.679252 10583 net.cpp:106] Creating Layer inception_4b/1x1/bn | |
| I0330 00:58:45.679266 10583 net.cpp:454] inception_4b/1x1/bn <- inception_4b/1x1 | |
| I0330 00:58:45.679280 10583 net.cpp:397] inception_4b/1x1/bn -> inception_4b/1x1 (in-place) | |
| I0330 00:58:45.679534 10583 net.cpp:150] Setting up inception_4b/1x1/bn | |
| I0330 00:58:45.679561 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:45.679602 10583 net.cpp:165] Memory required for data: 276168916 | |
| I0330 00:58:45.679623 10583 layer_factory.hpp:77] Creating layer inception_4b/1x1/scale | |
| I0330 00:58:45.679641 10583 net.cpp:106] Creating Layer inception_4b/1x1/scale | |
| I0330 00:58:45.679652 10583 net.cpp:454] inception_4b/1x1/scale <- inception_4b/1x1 | |
| I0330 00:58:45.679666 10583 net.cpp:397] inception_4b/1x1/scale -> inception_4b/1x1 (in-place) | |
| I0330 00:58:45.679734 10583 layer_factory.hpp:77] Creating layer inception_4b/1x1/scale | |
| I0330 00:58:45.679890 10583 net.cpp:150] Setting up inception_4b/1x1/scale | |
| I0330 00:58:45.679916 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:45.679926 10583 net.cpp:165] Memory required for data: 276721876 | |
| I0330 00:58:45.679941 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_1x1 | |
| I0330 00:58:45.679956 10583 net.cpp:106] Creating Layer inception_4b/relu_1x1 | |
| I0330 00:58:45.679975 10583 net.cpp:454] inception_4b/relu_1x1 <- inception_4b/1x1 | |
| I0330 00:58:45.679988 10583 net.cpp:397] inception_4b/relu_1x1 -> inception_4b/1x1 (in-place) | |
| I0330 00:58:45.680258 10583 net.cpp:150] Setting up inception_4b/relu_1x1 | |
| I0330 00:58:45.680296 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:45.680310 10583 net.cpp:165] Memory required for data: 277274836 | |
| I0330 00:58:45.680320 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce | |
| I0330 00:58:45.680359 10583 net.cpp:106] Creating Layer inception_4b/3x3_reduce | |
| I0330 00:58:45.680373 10583 net.cpp:454] inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2 | |
| I0330 00:58:45.680389 10583 net.cpp:411] inception_4b/3x3_reduce -> inception_4b/3x3_reduce | |
| I0330 00:58:45.681674 10583 net.cpp:150] Setting up inception_4b/3x3_reduce | |
| I0330 00:58:45.681706 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.681718 10583 net.cpp:165] Memory required for data: 277661908 | |
| I0330 00:58:45.681732 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce/bn | |
| I0330 00:58:45.681751 10583 net.cpp:106] Creating Layer inception_4b/3x3_reduce/bn | |
| I0330 00:58:45.681764 10583 net.cpp:454] inception_4b/3x3_reduce/bn <- inception_4b/3x3_reduce | |
| I0330 00:58:45.681778 10583 net.cpp:397] inception_4b/3x3_reduce/bn -> inception_4b/3x3_reduce (in-place) | |
| I0330 00:58:45.682040 10583 net.cpp:150] Setting up inception_4b/3x3_reduce/bn | |
| I0330 00:58:45.682066 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.682078 10583 net.cpp:165] Memory required for data: 278048980 | |
| I0330 00:58:45.682096 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce/scale | |
| I0330 00:58:45.682114 10583 net.cpp:106] Creating Layer inception_4b/3x3_reduce/scale | |
| I0330 00:58:45.682126 10583 net.cpp:454] inception_4b/3x3_reduce/scale <- inception_4b/3x3_reduce | |
| I0330 00:58:45.682140 10583 net.cpp:397] inception_4b/3x3_reduce/scale -> inception_4b/3x3_reduce (in-place) | |
| I0330 00:58:45.682204 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3_reduce/scale | |
| I0330 00:58:45.682377 10583 net.cpp:150] Setting up inception_4b/3x3_reduce/scale | |
| I0330 00:58:45.682396 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.682406 10583 net.cpp:165] Memory required for data: 278436052 | |
| I0330 00:58:45.682420 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3_reduce | |
| I0330 00:58:45.682438 10583 net.cpp:106] Creating Layer inception_4b/relu_3x3_reduce | |
| I0330 00:58:45.682451 10583 net.cpp:454] inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce | |
| I0330 00:58:45.682462 10583 net.cpp:397] inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place) | |
| I0330 00:58:45.682643 10583 net.cpp:150] Setting up inception_4b/relu_3x3_reduce | |
| I0330 00:58:45.682670 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.682682 10583 net.cpp:165] Memory required for data: 278823124 | |
| I0330 00:58:45.682693 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3 | |
| I0330 00:58:45.682709 10583 net.cpp:106] Creating Layer inception_4b/3x3 | |
| I0330 00:58:45.682721 10583 net.cpp:454] inception_4b/3x3 <- inception_4b/3x3_reduce | |
| I0330 00:58:45.682752 10583 net.cpp:411] inception_4b/3x3 -> inception_4b/3x3 | |
| I0330 00:58:45.685719 10583 net.cpp:150] Setting up inception_4b/3x3 | |
| I0330 00:58:45.685760 10583 net.cpp:157] Top shape: 8 224 6 18 (193536) | |
| I0330 00:58:45.685772 10583 net.cpp:165] Memory required for data: 279597268 | |
| I0330 00:58:45.685786 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3/bn | |
| I0330 00:58:45.685803 10583 net.cpp:106] Creating Layer inception_4b/3x3/bn | |
| I0330 00:58:45.685817 10583 net.cpp:454] inception_4b/3x3/bn <- inception_4b/3x3 | |
| I0330 00:58:45.685832 10583 net.cpp:397] inception_4b/3x3/bn -> inception_4b/3x3 (in-place) | |
| I0330 00:58:45.686092 10583 net.cpp:150] Setting up inception_4b/3x3/bn | |
| I0330 00:58:45.686118 10583 net.cpp:157] Top shape: 8 224 6 18 (193536) | |
| I0330 00:58:45.686131 10583 net.cpp:165] Memory required for data: 280371412 | |
| I0330 00:58:45.686149 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3/scale | |
| I0330 00:58:45.686167 10583 net.cpp:106] Creating Layer inception_4b/3x3/scale | |
| I0330 00:58:45.686179 10583 net.cpp:454] inception_4b/3x3/scale <- inception_4b/3x3 | |
| I0330 00:58:45.686192 10583 net.cpp:397] inception_4b/3x3/scale -> inception_4b/3x3 (in-place) | |
| I0330 00:58:45.686259 10583 layer_factory.hpp:77] Creating layer inception_4b/3x3/scale | |
| I0330 00:58:45.686420 10583 net.cpp:150] Setting up inception_4b/3x3/scale | |
| I0330 00:58:45.686439 10583 net.cpp:157] Top shape: 8 224 6 18 (193536) | |
| I0330 00:58:45.686450 10583 net.cpp:165] Memory required for data: 281145556 | |
| I0330 00:58:45.686465 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_3x3 | |
| I0330 00:58:45.686482 10583 net.cpp:106] Creating Layer inception_4b/relu_3x3 | |
| I0330 00:58:45.686494 10583 net.cpp:454] inception_4b/relu_3x3 <- inception_4b/3x3 | |
| I0330 00:58:45.686506 10583 net.cpp:397] inception_4b/relu_3x3 -> inception_4b/3x3 (in-place) | |
| I0330 00:58:45.686677 10583 net.cpp:150] Setting up inception_4b/relu_3x3 | |
| I0330 00:58:45.686697 10583 net.cpp:157] Top shape: 8 224 6 18 (193536) | |
| I0330 00:58:45.686707 10583 net.cpp:165] Memory required for data: 281919700 | |
| I0330 00:58:45.686718 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce | |
| I0330 00:58:45.686741 10583 net.cpp:106] Creating Layer inception_4b/5x5_reduce | |
| I0330 00:58:45.686754 10583 net.cpp:454] inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3 | |
| I0330 00:58:45.686771 10583 net.cpp:411] inception_4b/5x5_reduce -> inception_4b/5x5_reduce | |
| I0330 00:58:45.687839 10583 net.cpp:150] Setting up inception_4b/5x5_reduce | |
| I0330 00:58:45.687875 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.687887 10583 net.cpp:165] Memory required for data: 282002644 | |
| I0330 00:58:45.687901 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce/bn | |
| I0330 00:58:45.687922 10583 net.cpp:106] Creating Layer inception_4b/5x5_reduce/bn | |
| I0330 00:58:45.687937 10583 net.cpp:454] inception_4b/5x5_reduce/bn <- inception_4b/5x5_reduce | |
| I0330 00:58:45.687952 10583 net.cpp:397] inception_4b/5x5_reduce/bn -> inception_4b/5x5_reduce (in-place) | |
| I0330 00:58:45.688207 10583 net.cpp:150] Setting up inception_4b/5x5_reduce/bn | |
| I0330 00:58:45.688235 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.688246 10583 net.cpp:165] Memory required for data: 282085588 | |
| I0330 00:58:45.688264 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce/scale | |
| I0330 00:58:45.688280 10583 net.cpp:106] Creating Layer inception_4b/5x5_reduce/scale | |
| I0330 00:58:45.688292 10583 net.cpp:454] inception_4b/5x5_reduce/scale <- inception_4b/5x5_reduce | |
| I0330 00:58:45.688305 10583 net.cpp:397] inception_4b/5x5_reduce/scale -> inception_4b/5x5_reduce (in-place) | |
| I0330 00:58:45.688372 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5_reduce/scale | |
| I0330 00:58:45.688549 10583 net.cpp:150] Setting up inception_4b/5x5_reduce/scale | |
| I0330 00:58:45.688570 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.688580 10583 net.cpp:165] Memory required for data: 282168532 | |
| I0330 00:58:45.688594 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5_reduce | |
| I0330 00:58:45.688632 10583 net.cpp:106] Creating Layer inception_4b/relu_5x5_reduce | |
| I0330 00:58:45.688645 10583 net.cpp:454] inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce | |
| I0330 00:58:45.688657 10583 net.cpp:397] inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place) | |
| I0330 00:58:45.688930 10583 net.cpp:150] Setting up inception_4b/relu_5x5_reduce | |
| I0330 00:58:45.688961 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.688973 10583 net.cpp:165] Memory required for data: 282251476 | |
| I0330 00:58:45.688984 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5 | |
| I0330 00:58:45.689005 10583 net.cpp:106] Creating Layer inception_4b/5x5 | |
| I0330 00:58:45.689019 10583 net.cpp:454] inception_4b/5x5 <- inception_4b/5x5_reduce | |
| I0330 00:58:45.689035 10583 net.cpp:411] inception_4b/5x5 -> inception_4b/5x5 | |
| I0330 00:58:45.690237 10583 net.cpp:150] Setting up inception_4b/5x5 | |
| I0330 00:58:45.690275 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.690287 10583 net.cpp:165] Memory required for data: 282472660 | |
| I0330 00:58:45.690301 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5/bn | |
| I0330 00:58:45.690317 10583 net.cpp:106] Creating Layer inception_4b/5x5/bn | |
| I0330 00:58:45.690330 10583 net.cpp:454] inception_4b/5x5/bn <- inception_4b/5x5 | |
| I0330 00:58:45.690346 10583 net.cpp:397] inception_4b/5x5/bn -> inception_4b/5x5 (in-place) | |
| I0330 00:58:45.690615 10583 net.cpp:150] Setting up inception_4b/5x5/bn | |
| I0330 00:58:45.690641 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.690654 10583 net.cpp:165] Memory required for data: 282693844 | |
| I0330 00:58:45.690672 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5/scale | |
| I0330 00:58:45.690688 10583 net.cpp:106] Creating Layer inception_4b/5x5/scale | |
| I0330 00:58:45.690701 10583 net.cpp:454] inception_4b/5x5/scale <- inception_4b/5x5 | |
| I0330 00:58:45.690716 10583 net.cpp:397] inception_4b/5x5/scale -> inception_4b/5x5 (in-place) | |
| I0330 00:58:45.690783 10583 layer_factory.hpp:77] Creating layer inception_4b/5x5/scale | |
| I0330 00:58:45.690992 10583 net.cpp:150] Setting up inception_4b/5x5/scale | |
| I0330 00:58:45.691015 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.691026 10583 net.cpp:165] Memory required for data: 282915028 | |
| I0330 00:58:45.691041 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_5x5 | |
| I0330 00:58:45.691057 10583 net.cpp:106] Creating Layer inception_4b/relu_5x5 | |
| I0330 00:58:45.691069 10583 net.cpp:454] inception_4b/relu_5x5 <- inception_4b/5x5 | |
| I0330 00:58:45.691083 10583 net.cpp:397] inception_4b/relu_5x5 -> inception_4b/5x5 (in-place) | |
| I0330 00:58:45.691256 10583 net.cpp:150] Setting up inception_4b/relu_5x5 | |
| I0330 00:58:45.691275 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.691285 10583 net.cpp:165] Memory required for data: 283136212 | |
| I0330 00:58:45.691298 10583 layer_factory.hpp:77] Creating layer inception_4b/pool | |
| I0330 00:58:45.691313 10583 net.cpp:106] Creating Layer inception_4b/pool | |
| I0330 00:58:45.691323 10583 net.cpp:454] inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4 | |
| I0330 00:58:45.691339 10583 net.cpp:411] inception_4b/pool -> inception_4b/pool | |
| I0330 00:58:45.691406 10583 net.cpp:150] Setting up inception_4b/pool | |
| I0330 00:58:45.691424 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.691436 10583 net.cpp:165] Memory required for data: 284905684 | |
| I0330 00:58:45.691445 10583 layer_factory.hpp:77] Creating layer inception_4b/pool_proj | |
| I0330 00:58:45.691467 10583 net.cpp:106] Creating Layer inception_4b/pool_proj | |
| I0330 00:58:45.691478 10583 net.cpp:454] inception_4b/pool_proj <- inception_4b/pool | |
| I0330 00:58:45.691493 10583 net.cpp:411] inception_4b/pool_proj -> inception_4b/pool_proj | |
| I0330 00:58:45.692698 10583 net.cpp:150] Setting up inception_4b/pool_proj | |
| I0330 00:58:45.692731 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.692744 10583 net.cpp:165] Memory required for data: 285126868 | |
| I0330 00:58:45.692759 10583 layer_factory.hpp:77] Creating layer inception_4b/pool_proj/bn | |
| I0330 00:58:45.692777 10583 net.cpp:106] Creating Layer inception_4b/pool_proj/bn | |
| I0330 00:58:45.692812 10583 net.cpp:454] inception_4b/pool_proj/bn <- inception_4b/pool_proj | |
| I0330 00:58:45.692827 10583 net.cpp:397] inception_4b/pool_proj/bn -> inception_4b/pool_proj (in-place) | |
| I0330 00:58:45.693084 10583 net.cpp:150] Setting up inception_4b/pool_proj/bn | |
| I0330 00:58:45.693114 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.693126 10583 net.cpp:165] Memory required for data: 285348052 | |
| I0330 00:58:45.693142 10583 layer_factory.hpp:77] Creating layer inception_4b/pool_proj/scale | |
| I0330 00:58:45.693161 10583 net.cpp:106] Creating Layer inception_4b/pool_proj/scale | |
| I0330 00:58:45.693172 10583 net.cpp:454] inception_4b/pool_proj/scale <- inception_4b/pool_proj | |
| I0330 00:58:45.693186 10583 net.cpp:397] inception_4b/pool_proj/scale -> inception_4b/pool_proj (in-place) | |
| I0330 00:58:45.693250 10583 layer_factory.hpp:77] Creating layer inception_4b/pool_proj/scale | |
| I0330 00:58:45.693413 10583 net.cpp:150] Setting up inception_4b/pool_proj/scale | |
| I0330 00:58:45.693431 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.693442 10583 net.cpp:165] Memory required for data: 285569236 | |
| I0330 00:58:45.693456 10583 layer_factory.hpp:77] Creating layer inception_4b/relu_pool_proj | |
| I0330 00:58:45.693470 10583 net.cpp:106] Creating Layer inception_4b/relu_pool_proj | |
| I0330 00:58:45.693482 10583 net.cpp:454] inception_4b/relu_pool_proj <- inception_4b/pool_proj | |
| I0330 00:58:45.693495 10583 net.cpp:397] inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place) | |
| I0330 00:58:45.693668 10583 net.cpp:150] Setting up inception_4b/relu_pool_proj | |
| I0330 00:58:45.693689 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.693699 10583 net.cpp:165] Memory required for data: 285790420 | |
| I0330 00:58:45.693711 10583 layer_factory.hpp:77] Creating layer inception_4b/output | |
| I0330 00:58:45.693727 10583 net.cpp:106] Creating Layer inception_4b/output | |
| I0330 00:58:45.693739 10583 net.cpp:454] inception_4b/output <- inception_4b/1x1 | |
| I0330 00:58:45.693752 10583 net.cpp:454] inception_4b/output <- inception_4b/3x3 | |
| I0330 00:58:45.693764 10583 net.cpp:454] inception_4b/output <- inception_4b/5x5 | |
| I0330 00:58:45.693775 10583 net.cpp:454] inception_4b/output <- inception_4b/pool_proj | |
| I0330 00:58:45.693789 10583 net.cpp:411] inception_4b/output -> inception_4b/output | |
| I0330 00:58:45.693835 10583 net.cpp:150] Setting up inception_4b/output | |
| I0330 00:58:45.693852 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.693862 10583 net.cpp:165] Memory required for data: 287559892 | |
| I0330 00:58:45.693874 10583 layer_factory.hpp:77] Creating layer inception_4b/output_inception_4b/output_0_split | |
| I0330 00:58:45.693889 10583 net.cpp:106] Creating Layer inception_4b/output_inception_4b/output_0_split | |
| I0330 00:58:45.693900 10583 net.cpp:454] inception_4b/output_inception_4b/output_0_split <- inception_4b/output | |
| I0330 00:58:45.693917 10583 net.cpp:411] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0 | |
| I0330 00:58:45.693931 10583 net.cpp:411] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1 | |
| I0330 00:58:45.693945 10583 net.cpp:411] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2 | |
| I0330 00:58:45.693959 10583 net.cpp:411] inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3 | |
| I0330 00:58:45.694047 10583 net.cpp:150] Setting up inception_4b/output_inception_4b/output_0_split | |
| I0330 00:58:45.694067 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.694080 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.694094 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.694105 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.694115 10583 net.cpp:165] Memory required for data: 294637780 | |
| I0330 00:58:45.694125 10583 layer_factory.hpp:77] Creating layer inception_4c/1x1 | |
| I0330 00:58:45.694147 10583 net.cpp:106] Creating Layer inception_4c/1x1 | |
| I0330 00:58:45.694176 10583 net.cpp:454] inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0 | |
| I0330 00:58:45.694192 10583 net.cpp:411] inception_4c/1x1 -> inception_4c/1x1 | |
| I0330 00:58:45.695631 10583 net.cpp:150] Setting up inception_4c/1x1 | |
| I0330 00:58:45.695667 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.695679 10583 net.cpp:165] Memory required for data: 295080148 | |
| I0330 00:58:45.695693 10583 layer_factory.hpp:77] Creating layer inception_4c/1x1/bn | |
| I0330 00:58:45.695713 10583 net.cpp:106] Creating Layer inception_4c/1x1/bn | |
| I0330 00:58:45.695725 10583 net.cpp:454] inception_4c/1x1/bn <- inception_4c/1x1 | |
| I0330 00:58:45.695741 10583 net.cpp:397] inception_4c/1x1/bn -> inception_4c/1x1 (in-place) | |
| I0330 00:58:45.695989 10583 net.cpp:150] Setting up inception_4c/1x1/bn | |
| I0330 00:58:45.696017 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.696028 10583 net.cpp:165] Memory required for data: 295522516 | |
| I0330 00:58:45.696044 10583 layer_factory.hpp:77] Creating layer inception_4c/1x1/scale | |
| I0330 00:58:45.696063 10583 net.cpp:106] Creating Layer inception_4c/1x1/scale | |
| I0330 00:58:45.696075 10583 net.cpp:454] inception_4c/1x1/scale <- inception_4c/1x1 | |
| I0330 00:58:45.696089 10583 net.cpp:397] inception_4c/1x1/scale -> inception_4c/1x1 (in-place) | |
| I0330 00:58:45.696156 10583 layer_factory.hpp:77] Creating layer inception_4c/1x1/scale | |
| I0330 00:58:45.696326 10583 net.cpp:150] Setting up inception_4c/1x1/scale | |
| I0330 00:58:45.696352 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.696363 10583 net.cpp:165] Memory required for data: 295964884 | |
| I0330 00:58:45.696378 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_1x1 | |
| I0330 00:58:45.696395 10583 net.cpp:106] Creating Layer inception_4c/relu_1x1 | |
| I0330 00:58:45.696408 10583 net.cpp:454] inception_4c/relu_1x1 <- inception_4c/1x1 | |
| I0330 00:58:45.696422 10583 net.cpp:397] inception_4c/relu_1x1 -> inception_4c/1x1 (in-place) | |
| I0330 00:58:45.696697 10583 net.cpp:150] Setting up inception_4c/relu_1x1 | |
| I0330 00:58:45.696727 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.696738 10583 net.cpp:165] Memory required for data: 296407252 | |
| I0330 00:58:45.696749 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce | |
| I0330 00:58:45.696769 10583 net.cpp:106] Creating Layer inception_4c/3x3_reduce | |
| I0330 00:58:45.696782 10583 net.cpp:454] inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1 | |
| I0330 00:58:45.696797 10583 net.cpp:411] inception_4c/3x3_reduce -> inception_4c/3x3_reduce | |
| I0330 00:58:45.698737 10583 net.cpp:150] Setting up inception_4c/3x3_reduce | |
| I0330 00:58:45.698783 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.698796 10583 net.cpp:165] Memory required for data: 296849620 | |
| I0330 00:58:45.698810 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce/bn | |
| I0330 00:58:45.698829 10583 net.cpp:106] Creating Layer inception_4c/3x3_reduce/bn | |
| I0330 00:58:45.698850 10583 net.cpp:454] inception_4c/3x3_reduce/bn <- inception_4c/3x3_reduce | |
| I0330 00:58:45.698865 10583 net.cpp:397] inception_4c/3x3_reduce/bn -> inception_4c/3x3_reduce (in-place) | |
| I0330 00:58:45.699142 10583 net.cpp:150] Setting up inception_4c/3x3_reduce/bn | |
| I0330 00:58:45.699169 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.699182 10583 net.cpp:165] Memory required for data: 297291988 | |
| I0330 00:58:45.699199 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce/scale | |
| I0330 00:58:45.699218 10583 net.cpp:106] Creating Layer inception_4c/3x3_reduce/scale | |
| I0330 00:58:45.699229 10583 net.cpp:454] inception_4c/3x3_reduce/scale <- inception_4c/3x3_reduce | |
| I0330 00:58:45.699244 10583 net.cpp:397] inception_4c/3x3_reduce/scale -> inception_4c/3x3_reduce (in-place) | |
| I0330 00:58:45.699316 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3_reduce/scale | |
| I0330 00:58:45.699481 10583 net.cpp:150] Setting up inception_4c/3x3_reduce/scale | |
| I0330 00:58:45.699501 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.699512 10583 net.cpp:165] Memory required for data: 297734356 | |
| I0330 00:58:45.699558 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3_reduce | |
| I0330 00:58:45.699575 10583 net.cpp:106] Creating Layer inception_4c/relu_3x3_reduce | |
| I0330 00:58:45.699587 10583 net.cpp:454] inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce | |
| I0330 00:58:45.699604 10583 net.cpp:397] inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place) | |
| I0330 00:58:45.699894 10583 net.cpp:150] Setting up inception_4c/relu_3x3_reduce | |
| I0330 00:58:45.699926 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:45.699939 10583 net.cpp:165] Memory required for data: 298176724 | |
| I0330 00:58:45.699950 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3 | |
| I0330 00:58:45.699971 10583 net.cpp:106] Creating Layer inception_4c/3x3 | |
| I0330 00:58:45.699985 10583 net.cpp:454] inception_4c/3x3 <- inception_4c/3x3_reduce | |
| I0330 00:58:45.700000 10583 net.cpp:411] inception_4c/3x3 -> inception_4c/3x3 | |
| I0330 00:58:45.703528 10583 net.cpp:150] Setting up inception_4c/3x3 | |
| I0330 00:58:45.703572 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:45.703584 10583 net.cpp:165] Memory required for data: 299061460 | |
| I0330 00:58:45.703599 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3/bn | |
| I0330 00:58:45.703622 10583 net.cpp:106] Creating Layer inception_4c/3x3/bn | |
| I0330 00:58:45.703636 10583 net.cpp:454] inception_4c/3x3/bn <- inception_4c/3x3 | |
| I0330 00:58:45.703650 10583 net.cpp:397] inception_4c/3x3/bn -> inception_4c/3x3 (in-place) | |
| I0330 00:58:45.703914 10583 net.cpp:150] Setting up inception_4c/3x3/bn | |
| I0330 00:58:45.703940 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:45.703953 10583 net.cpp:165] Memory required for data: 299946196 | |
| I0330 00:58:45.703969 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3/scale | |
| I0330 00:58:45.703984 10583 net.cpp:106] Creating Layer inception_4c/3x3/scale | |
| I0330 00:58:45.703996 10583 net.cpp:454] inception_4c/3x3/scale <- inception_4c/3x3 | |
| I0330 00:58:45.704012 10583 net.cpp:397] inception_4c/3x3/scale -> inception_4c/3x3 (in-place) | |
| I0330 00:58:45.704078 10583 layer_factory.hpp:77] Creating layer inception_4c/3x3/scale | |
| I0330 00:58:45.704233 10583 net.cpp:150] Setting up inception_4c/3x3/scale | |
| I0330 00:58:45.704253 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:45.704263 10583 net.cpp:165] Memory required for data: 300830932 | |
| I0330 00:58:45.704279 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_3x3 | |
| I0330 00:58:45.704294 10583 net.cpp:106] Creating Layer inception_4c/relu_3x3 | |
| I0330 00:58:45.704306 10583 net.cpp:454] inception_4c/relu_3x3 <- inception_4c/3x3 | |
| I0330 00:58:45.704319 10583 net.cpp:397] inception_4c/relu_3x3 -> inception_4c/3x3 (in-place) | |
| I0330 00:58:45.704488 10583 net.cpp:150] Setting up inception_4c/relu_3x3 | |
| I0330 00:58:45.704507 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:45.704517 10583 net.cpp:165] Memory required for data: 301715668 | |
| I0330 00:58:45.704529 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce | |
| I0330 00:58:45.704548 10583 net.cpp:106] Creating Layer inception_4c/5x5_reduce | |
| I0330 00:58:45.704562 10583 net.cpp:454] inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2 | |
| I0330 00:58:45.704581 10583 net.cpp:411] inception_4c/5x5_reduce -> inception_4c/5x5_reduce | |
| I0330 00:58:45.705651 10583 net.cpp:150] Setting up inception_4c/5x5_reduce | |
| I0330 00:58:45.705685 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.705698 10583 net.cpp:165] Memory required for data: 301798612 | |
| I0330 00:58:45.705713 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce/bn | |
| I0330 00:58:45.705732 10583 net.cpp:106] Creating Layer inception_4c/5x5_reduce/bn | |
| I0330 00:58:45.705745 10583 net.cpp:454] inception_4c/5x5_reduce/bn <- inception_4c/5x5_reduce | |
| I0330 00:58:45.705760 10583 net.cpp:397] inception_4c/5x5_reduce/bn -> inception_4c/5x5_reduce (in-place) | |
| I0330 00:58:45.706020 10583 net.cpp:150] Setting up inception_4c/5x5_reduce/bn | |
| I0330 00:58:45.706046 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.706059 10583 net.cpp:165] Memory required for data: 301881556 | |
| I0330 00:58:45.706094 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce/scale | |
| I0330 00:58:45.706110 10583 net.cpp:106] Creating Layer inception_4c/5x5_reduce/scale | |
| I0330 00:58:45.706122 10583 net.cpp:454] inception_4c/5x5_reduce/scale <- inception_4c/5x5_reduce | |
| I0330 00:58:45.706137 10583 net.cpp:397] inception_4c/5x5_reduce/scale -> inception_4c/5x5_reduce (in-place) | |
| I0330 00:58:45.706207 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5_reduce/scale | |
| I0330 00:58:45.706374 10583 net.cpp:150] Setting up inception_4c/5x5_reduce/scale | |
| I0330 00:58:45.706393 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.706403 10583 net.cpp:165] Memory required for data: 301964500 | |
| I0330 00:58:45.706419 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5_reduce | |
| I0330 00:58:45.706435 10583 net.cpp:106] Creating Layer inception_4c/relu_5x5_reduce | |
| I0330 00:58:45.706447 10583 net.cpp:454] inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce | |
| I0330 00:58:45.706462 10583 net.cpp:397] inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place) | |
| I0330 00:58:45.706739 10583 net.cpp:150] Setting up inception_4c/relu_5x5_reduce | |
| I0330 00:58:45.706768 10583 net.cpp:157] Top shape: 8 24 6 18 (20736) | |
| I0330 00:58:45.706784 10583 net.cpp:165] Memory required for data: 302047444 | |
| I0330 00:58:45.706795 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5 | |
| I0330 00:58:45.706826 10583 net.cpp:106] Creating Layer inception_4c/5x5 | |
| I0330 00:58:45.706847 10583 net.cpp:454] inception_4c/5x5 <- inception_4c/5x5_reduce | |
| I0330 00:58:45.706866 10583 net.cpp:411] inception_4c/5x5 -> inception_4c/5x5 | |
| I0330 00:58:45.708101 10583 net.cpp:150] Setting up inception_4c/5x5 | |
| I0330 00:58:45.708134 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.708147 10583 net.cpp:165] Memory required for data: 302268628 | |
| I0330 00:58:45.708160 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5/bn | |
| I0330 00:58:45.708175 10583 net.cpp:106] Creating Layer inception_4c/5x5/bn | |
| I0330 00:58:45.708189 10583 net.cpp:454] inception_4c/5x5/bn <- inception_4c/5x5 | |
| I0330 00:58:45.708204 10583 net.cpp:397] inception_4c/5x5/bn -> inception_4c/5x5 (in-place) | |
| I0330 00:58:45.708482 10583 net.cpp:150] Setting up inception_4c/5x5/bn | |
| I0330 00:58:45.708508 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.708520 10583 net.cpp:165] Memory required for data: 302489812 | |
| I0330 00:58:45.708546 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5/scale | |
| I0330 00:58:45.708561 10583 net.cpp:106] Creating Layer inception_4c/5x5/scale | |
| I0330 00:58:45.708573 10583 net.cpp:454] inception_4c/5x5/scale <- inception_4c/5x5 | |
| I0330 00:58:45.708590 10583 net.cpp:397] inception_4c/5x5/scale -> inception_4c/5x5 (in-place) | |
| I0330 00:58:45.708659 10583 layer_factory.hpp:77] Creating layer inception_4c/5x5/scale | |
| I0330 00:58:45.708833 10583 net.cpp:150] Setting up inception_4c/5x5/scale | |
| I0330 00:58:45.708853 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.708863 10583 net.cpp:165] Memory required for data: 302710996 | |
| I0330 00:58:45.708884 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_5x5 | |
| I0330 00:58:45.708902 10583 net.cpp:106] Creating Layer inception_4c/relu_5x5 | |
| I0330 00:58:45.708915 10583 net.cpp:454] inception_4c/relu_5x5 <- inception_4c/5x5 | |
| I0330 00:58:45.708927 10583 net.cpp:397] inception_4c/relu_5x5 -> inception_4c/5x5 (in-place) | |
| I0330 00:58:45.709115 10583 net.cpp:150] Setting up inception_4c/relu_5x5 | |
| I0330 00:58:45.709136 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.709147 10583 net.cpp:165] Memory required for data: 302932180 | |
| I0330 00:58:45.709158 10583 layer_factory.hpp:77] Creating layer inception_4c/pool | |
| I0330 00:58:45.709173 10583 net.cpp:106] Creating Layer inception_4c/pool | |
| I0330 00:58:45.709185 10583 net.cpp:454] inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3 | |
| I0330 00:58:45.709202 10583 net.cpp:411] inception_4c/pool -> inception_4c/pool | |
| I0330 00:58:45.709272 10583 net.cpp:150] Setting up inception_4c/pool | |
| I0330 00:58:45.709311 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.709323 10583 net.cpp:165] Memory required for data: 304701652 | |
| I0330 00:58:45.709334 10583 layer_factory.hpp:77] Creating layer inception_4c/pool_proj | |
| I0330 00:58:45.709354 10583 net.cpp:106] Creating Layer inception_4c/pool_proj | |
| I0330 00:58:45.709367 10583 net.cpp:454] inception_4c/pool_proj <- inception_4c/pool | |
| I0330 00:58:45.709380 10583 net.cpp:411] inception_4c/pool_proj -> inception_4c/pool_proj | |
| I0330 00:58:45.710599 10583 net.cpp:150] Setting up inception_4c/pool_proj | |
| I0330 00:58:45.710633 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.710644 10583 net.cpp:165] Memory required for data: 304922836 | |
| I0330 00:58:45.710659 10583 layer_factory.hpp:77] Creating layer inception_4c/pool_proj/bn | |
| I0330 00:58:45.710680 10583 net.cpp:106] Creating Layer inception_4c/pool_proj/bn | |
| I0330 00:58:45.710693 10583 net.cpp:454] inception_4c/pool_proj/bn <- inception_4c/pool_proj | |
| I0330 00:58:45.710708 10583 net.cpp:397] inception_4c/pool_proj/bn -> inception_4c/pool_proj (in-place) | |
| I0330 00:58:45.711005 10583 net.cpp:150] Setting up inception_4c/pool_proj/bn | |
| I0330 00:58:45.711032 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.711043 10583 net.cpp:165] Memory required for data: 305144020 | |
| I0330 00:58:45.711061 10583 layer_factory.hpp:77] Creating layer inception_4c/pool_proj/scale | |
| I0330 00:58:45.711077 10583 net.cpp:106] Creating Layer inception_4c/pool_proj/scale | |
| I0330 00:58:45.711089 10583 net.cpp:454] inception_4c/pool_proj/scale <- inception_4c/pool_proj | |
| I0330 00:58:45.711102 10583 net.cpp:397] inception_4c/pool_proj/scale -> inception_4c/pool_proj (in-place) | |
| I0330 00:58:45.711174 10583 layer_factory.hpp:77] Creating layer inception_4c/pool_proj/scale | |
| I0330 00:58:45.711341 10583 net.cpp:150] Setting up inception_4c/pool_proj/scale | |
| I0330 00:58:45.711370 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.711382 10583 net.cpp:165] Memory required for data: 305365204 | |
| I0330 00:58:45.711396 10583 layer_factory.hpp:77] Creating layer inception_4c/relu_pool_proj | |
| I0330 00:58:45.711410 10583 net.cpp:106] Creating Layer inception_4c/relu_pool_proj | |
| I0330 00:58:45.711422 10583 net.cpp:454] inception_4c/relu_pool_proj <- inception_4c/pool_proj | |
| I0330 00:58:45.711436 10583 net.cpp:397] inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place) | |
| I0330 00:58:45.711604 10583 net.cpp:150] Setting up inception_4c/relu_pool_proj | |
| I0330 00:58:45.711632 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.711644 10583 net.cpp:165] Memory required for data: 305586388 | |
| I0330 00:58:45.711655 10583 layer_factory.hpp:77] Creating layer inception_4c/output | |
| I0330 00:58:45.711673 10583 net.cpp:106] Creating Layer inception_4c/output | |
| I0330 00:58:45.711684 10583 net.cpp:454] inception_4c/output <- inception_4c/1x1 | |
| I0330 00:58:45.711697 10583 net.cpp:454] inception_4c/output <- inception_4c/3x3 | |
| I0330 00:58:45.711709 10583 net.cpp:454] inception_4c/output <- inception_4c/5x5 | |
| I0330 00:58:45.711720 10583 net.cpp:454] inception_4c/output <- inception_4c/pool_proj | |
| I0330 00:58:45.711733 10583 net.cpp:411] inception_4c/output -> inception_4c/output | |
| I0330 00:58:45.711778 10583 net.cpp:150] Setting up inception_4c/output | |
| I0330 00:58:45.711796 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.711807 10583 net.cpp:165] Memory required for data: 307355860 | |
| I0330 00:58:45.711817 10583 layer_factory.hpp:77] Creating layer inception_4c/output_inception_4c/output_0_split | |
| I0330 00:58:45.711834 10583 net.cpp:106] Creating Layer inception_4c/output_inception_4c/output_0_split | |
| I0330 00:58:45.711846 10583 net.cpp:454] inception_4c/output_inception_4c/output_0_split <- inception_4c/output | |
| I0330 00:58:45.711861 10583 net.cpp:411] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0 | |
| I0330 00:58:45.711876 10583 net.cpp:411] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1 | |
| I0330 00:58:45.711890 10583 net.cpp:411] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2 | |
| I0330 00:58:45.711920 10583 net.cpp:411] inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3 | |
| I0330 00:58:45.712019 10583 net.cpp:150] Setting up inception_4c/output_inception_4c/output_0_split | |
| I0330 00:58:45.712043 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.712055 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.712067 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.712079 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.712088 10583 net.cpp:165] Memory required for data: 314433748 | |
| I0330 00:58:45.712100 10583 layer_factory.hpp:77] Creating layer inception_4d/1x1 | |
| I0330 00:58:45.712116 10583 net.cpp:106] Creating Layer inception_4d/1x1 | |
| I0330 00:58:45.712128 10583 net.cpp:454] inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0 | |
| I0330 00:58:45.712144 10583 net.cpp:411] inception_4d/1x1 -> inception_4d/1x1 | |
| I0330 00:58:45.713510 10583 net.cpp:150] Setting up inception_4d/1x1 | |
| I0330 00:58:45.713543 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.713556 10583 net.cpp:165] Memory required for data: 314820820 | |
| I0330 00:58:45.713569 10583 layer_factory.hpp:77] Creating layer inception_4d/1x1/bn | |
| I0330 00:58:45.713590 10583 net.cpp:106] Creating Layer inception_4d/1x1/bn | |
| I0330 00:58:45.713603 10583 net.cpp:454] inception_4d/1x1/bn <- inception_4d/1x1 | |
| I0330 00:58:45.713616 10583 net.cpp:397] inception_4d/1x1/bn -> inception_4d/1x1 (in-place) | |
| I0330 00:58:45.713887 10583 net.cpp:150] Setting up inception_4d/1x1/bn | |
| I0330 00:58:45.713914 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.713927 10583 net.cpp:165] Memory required for data: 315207892 | |
| I0330 00:58:45.713943 10583 layer_factory.hpp:77] Creating layer inception_4d/1x1/scale | |
| I0330 00:58:45.713959 10583 net.cpp:106] Creating Layer inception_4d/1x1/scale | |
| I0330 00:58:45.713971 10583 net.cpp:454] inception_4d/1x1/scale <- inception_4d/1x1 | |
| I0330 00:58:45.713987 10583 net.cpp:397] inception_4d/1x1/scale -> inception_4d/1x1 (in-place) | |
| I0330 00:58:45.714056 10583 layer_factory.hpp:77] Creating layer inception_4d/1x1/scale | |
| I0330 00:58:45.714242 10583 net.cpp:150] Setting up inception_4d/1x1/scale | |
| I0330 00:58:45.714268 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.714280 10583 net.cpp:165] Memory required for data: 315594964 | |
| I0330 00:58:45.714296 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_1x1 | |
| I0330 00:58:45.714311 10583 net.cpp:106] Creating Layer inception_4d/relu_1x1 | |
| I0330 00:58:45.714323 10583 net.cpp:454] inception_4d/relu_1x1 <- inception_4d/1x1 | |
| I0330 00:58:45.714337 10583 net.cpp:397] inception_4d/relu_1x1 -> inception_4d/1x1 (in-place) | |
| I0330 00:58:45.714607 10583 net.cpp:150] Setting up inception_4d/relu_1x1 | |
| I0330 00:58:45.714637 10583 net.cpp:157] Top shape: 8 112 6 18 (96768) | |
| I0330 00:58:45.714649 10583 net.cpp:165] Memory required for data: 315982036 | |
| I0330 00:58:45.714660 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce | |
| I0330 00:58:45.714681 10583 net.cpp:106] Creating Layer inception_4d/3x3_reduce | |
| I0330 00:58:45.714694 10583 net.cpp:454] inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1 | |
| I0330 00:58:45.714709 10583 net.cpp:411] inception_4d/3x3_reduce -> inception_4d/3x3_reduce | |
| I0330 00:58:45.716193 10583 net.cpp:150] Setting up inception_4d/3x3_reduce | |
| I0330 00:58:45.716225 10583 net.cpp:157] Top shape: 8 144 6 18 (124416) | |
| I0330 00:58:45.716241 10583 net.cpp:165] Memory required for data: 316479700 | |
| I0330 00:58:45.716255 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce/bn | |
| I0330 00:58:45.716274 10583 net.cpp:106] Creating Layer inception_4d/3x3_reduce/bn | |
| I0330 00:58:45.716287 10583 net.cpp:454] inception_4d/3x3_reduce/bn <- inception_4d/3x3_reduce | |
| I0330 00:58:45.716300 10583 net.cpp:397] inception_4d/3x3_reduce/bn -> inception_4d/3x3_reduce (in-place) | |
| I0330 00:58:45.716572 10583 net.cpp:150] Setting up inception_4d/3x3_reduce/bn | |
| I0330 00:58:45.716598 10583 net.cpp:157] Top shape: 8 144 6 18 (124416) | |
| I0330 00:58:45.716626 10583 net.cpp:165] Memory required for data: 316977364 | |
| I0330 00:58:45.716645 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce/scale | |
| I0330 00:58:45.716663 10583 net.cpp:106] Creating Layer inception_4d/3x3_reduce/scale | |
| I0330 00:58:45.716675 10583 net.cpp:454] inception_4d/3x3_reduce/scale <- inception_4d/3x3_reduce | |
| I0330 00:58:45.716688 10583 net.cpp:397] inception_4d/3x3_reduce/scale -> inception_4d/3x3_reduce (in-place) | |
| I0330 00:58:45.716756 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3_reduce/scale | |
| I0330 00:58:45.716927 10583 net.cpp:150] Setting up inception_4d/3x3_reduce/scale | |
| I0330 00:58:45.716945 10583 net.cpp:157] Top shape: 8 144 6 18 (124416) | |
| I0330 00:58:45.716955 10583 net.cpp:165] Memory required for data: 317475028 | |
| I0330 00:58:45.716971 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3_reduce | |
| I0330 00:58:45.716986 10583 net.cpp:106] Creating Layer inception_4d/relu_3x3_reduce | |
| I0330 00:58:45.716998 10583 net.cpp:454] inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce | |
| I0330 00:58:45.717013 10583 net.cpp:397] inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place) | |
| I0330 00:58:45.717180 10583 net.cpp:150] Setting up inception_4d/relu_3x3_reduce | |
| I0330 00:58:45.717200 10583 net.cpp:157] Top shape: 8 144 6 18 (124416) | |
| I0330 00:58:45.717211 10583 net.cpp:165] Memory required for data: 317972692 | |
| I0330 00:58:45.717221 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3 | |
| I0330 00:58:45.717245 10583 net.cpp:106] Creating Layer inception_4d/3x3 | |
| I0330 00:58:45.717258 10583 net.cpp:454] inception_4d/3x3 <- inception_4d/3x3_reduce | |
| I0330 00:58:45.717274 10583 net.cpp:411] inception_4d/3x3 -> inception_4d/3x3 | |
| I0330 00:58:45.721467 10583 net.cpp:150] Setting up inception_4d/3x3 | |
| I0330 00:58:45.721531 10583 net.cpp:157] Top shape: 8 288 6 18 (248832) | |
| I0330 00:58:45.721544 10583 net.cpp:165] Memory required for data: 318968020 | |
| I0330 00:58:45.721561 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3/bn | |
| I0330 00:58:45.721585 10583 net.cpp:106] Creating Layer inception_4d/3x3/bn | |
| I0330 00:58:45.721598 10583 net.cpp:454] inception_4d/3x3/bn <- inception_4d/3x3 | |
| I0330 00:58:45.721613 10583 net.cpp:397] inception_4d/3x3/bn -> inception_4d/3x3 (in-place) | |
| I0330 00:58:45.721901 10583 net.cpp:150] Setting up inception_4d/3x3/bn | |
| I0330 00:58:45.721928 10583 net.cpp:157] Top shape: 8 288 6 18 (248832) | |
| I0330 00:58:45.721941 10583 net.cpp:165] Memory required for data: 319963348 | |
| I0330 00:58:45.721958 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3/scale | |
| I0330 00:58:45.721974 10583 net.cpp:106] Creating Layer inception_4d/3x3/scale | |
| I0330 00:58:45.721987 10583 net.cpp:454] inception_4d/3x3/scale <- inception_4d/3x3 | |
| I0330 00:58:45.721999 10583 net.cpp:397] inception_4d/3x3/scale -> inception_4d/3x3 (in-place) | |
| I0330 00:58:45.722076 10583 layer_factory.hpp:77] Creating layer inception_4d/3x3/scale | |
| I0330 00:58:45.722250 10583 net.cpp:150] Setting up inception_4d/3x3/scale | |
| I0330 00:58:45.722271 10583 net.cpp:157] Top shape: 8 288 6 18 (248832) | |
| I0330 00:58:45.722281 10583 net.cpp:165] Memory required for data: 320958676 | |
| I0330 00:58:45.722297 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_3x3 | |
| I0330 00:58:45.722313 10583 net.cpp:106] Creating Layer inception_4d/relu_3x3 | |
| I0330 00:58:45.722326 10583 net.cpp:454] inception_4d/relu_3x3 <- inception_4d/3x3 | |
| I0330 00:58:45.722338 10583 net.cpp:397] inception_4d/relu_3x3 -> inception_4d/3x3 (in-place) | |
| I0330 00:58:45.722522 10583 net.cpp:150] Setting up inception_4d/relu_3x3 | |
| I0330 00:58:45.722543 10583 net.cpp:157] Top shape: 8 288 6 18 (248832) | |
| I0330 00:58:45.722553 10583 net.cpp:165] Memory required for data: 321954004 | |
| I0330 00:58:45.722564 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce | |
| I0330 00:58:45.722584 10583 net.cpp:106] Creating Layer inception_4d/5x5_reduce | |
| I0330 00:58:45.722599 10583 net.cpp:454] inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2 | |
| I0330 00:58:45.722615 10583 net.cpp:411] inception_4d/5x5_reduce -> inception_4d/5x5_reduce | |
| I0330 00:58:45.723750 10583 net.cpp:150] Setting up inception_4d/5x5_reduce | |
| I0330 00:58:45.723783 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:45.723795 10583 net.cpp:165] Memory required for data: 322064596 | |
| I0330 00:58:45.723809 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce/bn | |
| I0330 00:58:45.723826 10583 net.cpp:106] Creating Layer inception_4d/5x5_reduce/bn | |
| I0330 00:58:45.723839 10583 net.cpp:454] inception_4d/5x5_reduce/bn <- inception_4d/5x5_reduce | |
| I0330 00:58:45.723853 10583 net.cpp:397] inception_4d/5x5_reduce/bn -> inception_4d/5x5_reduce (in-place) | |
| I0330 00:58:45.724140 10583 net.cpp:150] Setting up inception_4d/5x5_reduce/bn | |
| I0330 00:58:45.724167 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:45.724179 10583 net.cpp:165] Memory required for data: 322175188 | |
| I0330 00:58:45.724196 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce/scale | |
| I0330 00:58:45.724210 10583 net.cpp:106] Creating Layer inception_4d/5x5_reduce/scale | |
| I0330 00:58:45.724222 10583 net.cpp:454] inception_4d/5x5_reduce/scale <- inception_4d/5x5_reduce | |
| I0330 00:58:45.724236 10583 net.cpp:397] inception_4d/5x5_reduce/scale -> inception_4d/5x5_reduce (in-place) | |
| I0330 00:58:45.724308 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5_reduce/scale | |
| I0330 00:58:45.724499 10583 net.cpp:150] Setting up inception_4d/5x5_reduce/scale | |
| I0330 00:58:45.724525 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:45.724536 10583 net.cpp:165] Memory required for data: 322285780 | |
| I0330 00:58:45.724551 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5_reduce | |
| I0330 00:58:45.724568 10583 net.cpp:106] Creating Layer inception_4d/relu_5x5_reduce | |
| I0330 00:58:45.724581 10583 net.cpp:454] inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce | |
| I0330 00:58:45.724597 10583 net.cpp:397] inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place) | |
| I0330 00:58:45.724957 10583 net.cpp:150] Setting up inception_4d/relu_5x5_reduce | |
| I0330 00:58:45.724987 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:45.724998 10583 net.cpp:165] Memory required for data: 322396372 | |
| I0330 00:58:45.725011 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5 | |
| I0330 00:58:45.725031 10583 net.cpp:106] Creating Layer inception_4d/5x5 | |
| I0330 00:58:45.725044 10583 net.cpp:454] inception_4d/5x5 <- inception_4d/5x5_reduce | |
| I0330 00:58:45.725061 10583 net.cpp:411] inception_4d/5x5 -> inception_4d/5x5 | |
| I0330 00:58:45.726373 10583 net.cpp:150] Setting up inception_4d/5x5 | |
| I0330 00:58:45.726405 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.726418 10583 net.cpp:165] Memory required for data: 322617556 | |
| I0330 00:58:45.726430 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5/bn | |
| I0330 00:58:45.726449 10583 net.cpp:106] Creating Layer inception_4d/5x5/bn | |
| I0330 00:58:45.726460 10583 net.cpp:454] inception_4d/5x5/bn <- inception_4d/5x5 | |
| I0330 00:58:45.726476 10583 net.cpp:397] inception_4d/5x5/bn -> inception_4d/5x5 (in-place) | |
| I0330 00:58:45.726761 10583 net.cpp:150] Setting up inception_4d/5x5/bn | |
| I0330 00:58:45.726788 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.726799 10583 net.cpp:165] Memory required for data: 322838740 | |
| I0330 00:58:45.726815 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5/scale | |
| I0330 00:58:45.726840 10583 net.cpp:106] Creating Layer inception_4d/5x5/scale | |
| I0330 00:58:45.726852 10583 net.cpp:454] inception_4d/5x5/scale <- inception_4d/5x5 | |
| I0330 00:58:45.726866 10583 net.cpp:397] inception_4d/5x5/scale -> inception_4d/5x5 (in-place) | |
| I0330 00:58:45.726935 10583 layer_factory.hpp:77] Creating layer inception_4d/5x5/scale | |
| I0330 00:58:45.727134 10583 net.cpp:150] Setting up inception_4d/5x5/scale | |
| I0330 00:58:45.727160 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.727171 10583 net.cpp:165] Memory required for data: 323059924 | |
| I0330 00:58:45.727186 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_5x5 | |
| I0330 00:58:45.727200 10583 net.cpp:106] Creating Layer inception_4d/relu_5x5 | |
| I0330 00:58:45.727227 10583 net.cpp:454] inception_4d/relu_5x5 <- inception_4d/5x5 | |
| I0330 00:58:45.727243 10583 net.cpp:397] inception_4d/relu_5x5 -> inception_4d/5x5 (in-place) | |
| I0330 00:58:45.727426 10583 net.cpp:150] Setting up inception_4d/relu_5x5 | |
| I0330 00:58:45.727448 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.727459 10583 net.cpp:165] Memory required for data: 323281108 | |
| I0330 00:58:45.727471 10583 layer_factory.hpp:77] Creating layer inception_4d/pool | |
| I0330 00:58:45.727488 10583 net.cpp:106] Creating Layer inception_4d/pool | |
| I0330 00:58:45.727499 10583 net.cpp:454] inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3 | |
| I0330 00:58:45.727515 10583 net.cpp:411] inception_4d/pool -> inception_4d/pool | |
| I0330 00:58:45.727584 10583 net.cpp:150] Setting up inception_4d/pool | |
| I0330 00:58:45.727605 10583 net.cpp:157] Top shape: 8 512 6 18 (442368) | |
| I0330 00:58:45.727615 10583 net.cpp:165] Memory required for data: 325050580 | |
| I0330 00:58:45.727627 10583 layer_factory.hpp:77] Creating layer inception_4d/pool_proj | |
| I0330 00:58:45.727644 10583 net.cpp:106] Creating Layer inception_4d/pool_proj | |
| I0330 00:58:45.727656 10583 net.cpp:454] inception_4d/pool_proj <- inception_4d/pool | |
| I0330 00:58:45.727672 10583 net.cpp:411] inception_4d/pool_proj -> inception_4d/pool_proj | |
| I0330 00:58:45.729375 10583 net.cpp:150] Setting up inception_4d/pool_proj | |
| I0330 00:58:45.729408 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.729421 10583 net.cpp:165] Memory required for data: 325271764 | |
| I0330 00:58:45.729434 10583 layer_factory.hpp:77] Creating layer inception_4d/pool_proj/bn | |
| I0330 00:58:45.729460 10583 net.cpp:106] Creating Layer inception_4d/pool_proj/bn | |
| I0330 00:58:45.729472 10583 net.cpp:454] inception_4d/pool_proj/bn <- inception_4d/pool_proj | |
| I0330 00:58:45.729487 10583 net.cpp:397] inception_4d/pool_proj/bn -> inception_4d/pool_proj (in-place) | |
| I0330 00:58:45.729773 10583 net.cpp:150] Setting up inception_4d/pool_proj/bn | |
| I0330 00:58:45.729799 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.729812 10583 net.cpp:165] Memory required for data: 325492948 | |
| I0330 00:58:45.729828 10583 layer_factory.hpp:77] Creating layer inception_4d/pool_proj/scale | |
| I0330 00:58:45.729849 10583 net.cpp:106] Creating Layer inception_4d/pool_proj/scale | |
| I0330 00:58:45.729863 10583 net.cpp:454] inception_4d/pool_proj/scale <- inception_4d/pool_proj | |
| I0330 00:58:45.729876 10583 net.cpp:397] inception_4d/pool_proj/scale -> inception_4d/pool_proj (in-place) | |
| I0330 00:58:45.729948 10583 layer_factory.hpp:77] Creating layer inception_4d/pool_proj/scale | |
| I0330 00:58:45.730125 10583 net.cpp:150] Setting up inception_4d/pool_proj/scale | |
| I0330 00:58:45.730144 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.730155 10583 net.cpp:165] Memory required for data: 325714132 | |
| I0330 00:58:45.730171 10583 layer_factory.hpp:77] Creating layer inception_4d/relu_pool_proj | |
| I0330 00:58:45.730186 10583 net.cpp:106] Creating Layer inception_4d/relu_pool_proj | |
| I0330 00:58:45.730198 10583 net.cpp:454] inception_4d/relu_pool_proj <- inception_4d/pool_proj | |
| I0330 00:58:45.730213 10583 net.cpp:397] inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place) | |
| I0330 00:58:45.730386 10583 net.cpp:150] Setting up inception_4d/relu_pool_proj | |
| I0330 00:58:45.730406 10583 net.cpp:157] Top shape: 8 64 6 18 (55296) | |
| I0330 00:58:45.730417 10583 net.cpp:165] Memory required for data: 325935316 | |
| I0330 00:58:45.730427 10583 layer_factory.hpp:77] Creating layer inception_4d/output | |
| I0330 00:58:45.730444 10583 net.cpp:106] Creating Layer inception_4d/output | |
| I0330 00:58:45.730456 10583 net.cpp:454] inception_4d/output <- inception_4d/1x1 | |
| I0330 00:58:45.730468 10583 net.cpp:454] inception_4d/output <- inception_4d/3x3 | |
| I0330 00:58:45.730480 10583 net.cpp:454] inception_4d/output <- inception_4d/5x5 | |
| I0330 00:58:45.730491 10583 net.cpp:454] inception_4d/output <- inception_4d/pool_proj | |
| I0330 00:58:45.730506 10583 net.cpp:411] inception_4d/output -> inception_4d/output | |
| I0330 00:58:45.730552 10583 net.cpp:150] Setting up inception_4d/output | |
| I0330 00:58:45.730589 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730600 10583 net.cpp:165] Memory required for data: 327760084 | |
| I0330 00:58:45.730612 10583 layer_factory.hpp:77] Creating layer inception_4d/output_inception_4d/output_0_split | |
| I0330 00:58:45.730629 10583 net.cpp:106] Creating Layer inception_4d/output_inception_4d/output_0_split | |
| I0330 00:58:45.730641 10583 net.cpp:454] inception_4d/output_inception_4d/output_0_split <- inception_4d/output | |
| I0330 00:58:45.730654 10583 net.cpp:411] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0 | |
| I0330 00:58:45.730669 10583 net.cpp:411] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1 | |
| I0330 00:58:45.730684 10583 net.cpp:411] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2 | |
| I0330 00:58:45.730701 10583 net.cpp:411] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3 | |
| I0330 00:58:45.730715 10583 net.cpp:411] inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4 | |
| I0330 00:58:45.730846 10583 net.cpp:150] Setting up inception_4d/output_inception_4d/output_0_split | |
| I0330 00:58:45.730867 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730880 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730891 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730906 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730919 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:45.730929 10583 net.cpp:165] Memory required for data: 336883924 | |
| I0330 00:58:45.730940 10583 layer_factory.hpp:77] Creating layer loss2/ave_pool | |
| I0330 00:58:45.730955 10583 net.cpp:106] Creating Layer loss2/ave_pool | |
| I0330 00:58:45.730967 10583 net.cpp:454] loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0 | |
| I0330 00:58:45.731003 10583 net.cpp:411] loss2/ave_pool -> loss2/ave_pool | |
| I0330 00:58:45.731314 10583 net.cpp:150] Setting up loss2/ave_pool | |
| I0330 00:58:45.731336 10583 net.cpp:157] Top shape: 8 528 2 6 (50688) | |
| I0330 00:58:45.731348 10583 net.cpp:165] Memory required for data: 337086676 | |
| I0330 00:58:45.731360 10583 layer_factory.hpp:77] Creating layer loss2/conv | |
| I0330 00:58:45.731387 10583 net.cpp:106] Creating Layer loss2/conv | |
| I0330 00:58:45.731400 10583 net.cpp:454] loss2/conv <- loss2/ave_pool | |
| I0330 00:58:45.731415 10583 net.cpp:411] loss2/conv -> loss2/conv | |
| I0330 00:58:45.733361 10583 net.cpp:150] Setting up loss2/conv | |
| I0330 00:58:45.733397 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.733410 10583 net.cpp:165] Memory required for data: 337135828 | |
| I0330 00:58:45.733424 10583 layer_factory.hpp:77] Creating layer loss2/conv/bn | |
| I0330 00:58:45.733443 10583 net.cpp:106] Creating Layer loss2/conv/bn | |
| I0330 00:58:45.733455 10583 net.cpp:454] loss2/conv/bn <- loss2/conv | |
| I0330 00:58:45.733469 10583 net.cpp:397] loss2/conv/bn -> loss2/conv (in-place) | |
| I0330 00:58:45.733752 10583 net.cpp:150] Setting up loss2/conv/bn | |
| I0330 00:58:45.733779 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.733791 10583 net.cpp:165] Memory required for data: 337184980 | |
| I0330 00:58:45.733808 10583 layer_factory.hpp:77] Creating layer loss2/conv/scale | |
| I0330 00:58:45.733824 10583 net.cpp:106] Creating Layer loss2/conv/scale | |
| I0330 00:58:45.733836 10583 net.cpp:454] loss2/conv/scale <- loss2/conv | |
| I0330 00:58:45.733852 10583 net.cpp:397] loss2/conv/scale -> loss2/conv (in-place) | |
| I0330 00:58:45.733921 10583 layer_factory.hpp:77] Creating layer loss2/conv/scale | |
| I0330 00:58:45.734096 10583 net.cpp:150] Setting up loss2/conv/scale | |
| I0330 00:58:45.734122 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.734133 10583 net.cpp:165] Memory required for data: 337234132 | |
| I0330 00:58:45.734208 10583 layer_factory.hpp:77] Creating layer loss2/relu_conv | |
| I0330 00:58:45.734226 10583 net.cpp:106] Creating Layer loss2/relu_conv | |
| I0330 00:58:45.734238 10583 net.cpp:454] loss2/relu_conv <- loss2/conv | |
| I0330 00:58:45.734272 10583 net.cpp:397] loss2/relu_conv -> loss2/conv (in-place) | |
| I0330 00:58:45.734455 10583 net.cpp:150] Setting up loss2/relu_conv | |
| I0330 00:58:45.734483 10583 net.cpp:157] Top shape: 8 128 2 6 (12288) | |
| I0330 00:58:45.734495 10583 net.cpp:165] Memory required for data: 337283284 | |
| I0330 00:58:45.734508 10583 layer_factory.hpp:77] Creating layer loss2/fc | |
| I0330 00:58:45.734529 10583 net.cpp:106] Creating Layer loss2/fc | |
| I0330 00:58:45.734540 10583 net.cpp:454] loss2/fc <- loss2/conv | |
| I0330 00:58:45.734555 10583 net.cpp:411] loss2/fc -> loss2/fc | |
| I0330 00:58:45.747604 10583 net.cpp:150] Setting up loss2/fc | |
| I0330 00:58:45.747680 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.747695 10583 net.cpp:165] Memory required for data: 337316052 | |
| I0330 00:58:45.747714 10583 layer_factory.hpp:77] Creating layer loss2/fc/bn | |
| I0330 00:58:45.747741 10583 net.cpp:106] Creating Layer loss2/fc/bn | |
| I0330 00:58:45.747757 10583 net.cpp:454] loss2/fc/bn <- loss2/fc | |
| I0330 00:58:45.747776 10583 net.cpp:397] loss2/fc/bn -> loss2/fc (in-place) | |
| I0330 00:58:45.748642 10583 net.cpp:150] Setting up loss2/fc/bn | |
| I0330 00:58:45.748673 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.748687 10583 net.cpp:165] Memory required for data: 337348820 | |
| I0330 00:58:45.748704 10583 layer_factory.hpp:77] Creating layer loss2/fc/scale | |
| I0330 00:58:45.748720 10583 net.cpp:106] Creating Layer loss2/fc/scale | |
| I0330 00:58:45.748733 10583 net.cpp:454] loss2/fc/scale <- loss2/fc | |
| I0330 00:58:45.748746 10583 net.cpp:397] loss2/fc/scale -> loss2/fc (in-place) | |
| I0330 00:58:45.748821 10583 layer_factory.hpp:77] Creating layer loss2/fc/scale | |
| I0330 00:58:45.748971 10583 net.cpp:150] Setting up loss2/fc/scale | |
| I0330 00:58:45.748991 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.749001 10583 net.cpp:165] Memory required for data: 337381588 | |
| I0330 00:58:45.749014 10583 layer_factory.hpp:77] Creating layer loss2/relu_fc | |
| I0330 00:58:45.749030 10583 net.cpp:106] Creating Layer loss2/relu_fc | |
| I0330 00:58:45.749042 10583 net.cpp:454] loss2/relu_fc <- loss2/fc | |
| I0330 00:58:45.749059 10583 net.cpp:397] loss2/relu_fc -> loss2/fc (in-place) | |
| I0330 00:58:45.749420 10583 net.cpp:150] Setting up loss2/relu_fc | |
| I0330 00:58:45.749452 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.749464 10583 net.cpp:165] Memory required for data: 337414356 | |
| I0330 00:58:45.749477 10583 layer_factory.hpp:77] Creating layer loss2/drop_fc | |
| I0330 00:58:45.749495 10583 net.cpp:106] Creating Layer loss2/drop_fc | |
| I0330 00:58:45.749507 10583 net.cpp:454] loss2/drop_fc <- loss2/fc | |
| I0330 00:58:45.749521 10583 net.cpp:397] loss2/drop_fc -> loss2/fc (in-place) | |
| I0330 00:58:45.749564 10583 net.cpp:150] Setting up loss2/drop_fc | |
| I0330 00:58:45.749582 10583 net.cpp:157] Top shape: 8 1024 (8192) | |
| I0330 00:58:45.749591 10583 net.cpp:165] Memory required for data: 337447124 | |
| I0330 00:58:45.749603 10583 layer_factory.hpp:77] Creating layer loss2/lstm | |
| I0330 00:58:45.749620 10583 net.cpp:106] Creating Layer loss2/lstm | |
| I0330 00:58:45.749634 10583 net.cpp:454] loss2/lstm <- dummy_dummy_0_split_1 | |
| I0330 00:58:45.749647 10583 net.cpp:454] loss2/lstm <- label_cont_data_2_split_1 | |
| I0330 00:58:45.749660 10583 net.cpp:454] loss2/lstm <- loss2/fc | |
| I0330 00:58:45.749673 10583 net.cpp:411] loss2/lstm -> loss2/lstm | |
| I0330 00:58:45.749689 10583 recurrent_layer.cpp:27] Initializing recurrent layer: assuming input batch contains 22 timesteps of 8 independent streams. | |
| I0330 00:58:45.750582 10583 net.cpp:49] Initializing net from parameters: | |
| input: "x" | |
| input: "cont" | |
| input: "x_static" | |
| input: "c_0" | |
| input: "h_0" | |
| force_backward: true | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| } | |
| input_shape { | |
| dim: 8 | |
| dim: 1024 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| layer { | |
| name: "loss2/lstm_cont_slice" | |
| type: "Slice" | |
| bottom: "cont" | |
| top: "cont_1" | |
| top: "cont_2" | |
| top: "cont_3" | |
| top: "cont_4" | |
| top: "cont_5" | |
| top: "cont_6" | |
| top: "cont_7" | |
| top: "cont_8" | |
| top: "cont_9" | |
| top: "cont_10" | |
| top: "cont_11" | |
| top: "cont_12" | |
| top: "cont_13" | |
| top: "cont_14" | |
| top: "cont_15" | |
| top: "cont_16" | |
| top: "cont_17" | |
| top: "cont_18" | |
| top: "cont_19" | |
| top: "cont_20" | |
| top: "cont_21" | |
| top: "cont_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_x_transform" | |
| type: "InnerProduct" | |
| bottom: "x" | |
| top: "W_xc_x" | |
| param { | |
| name: "W_xc" | |
| } | |
| param { | |
| name: "b_c" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: true | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_W_xc_x_static" | |
| type: "InnerProduct" | |
| bottom: "x_static" | |
| top: "W_xc_x_static_preshape" | |
| param { | |
| name: "W_xc_static" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 1 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_" | |
| type: "Reshape" | |
| bottom: "W_xc_x_static_preshape" | |
| top: "W_xc_x_static" | |
| reshape_param { | |
| shape { | |
| dim: 1 | |
| dim: -1 | |
| dim: 2048 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_W_xc_x_slice" | |
| type: "Slice" | |
| bottom: "W_xc_x" | |
| top: "W_xc_x_1" | |
| top: "W_xc_x_2" | |
| top: "W_xc_x_3" | |
| top: "W_xc_x_4" | |
| top: "W_xc_x_5" | |
| top: "W_xc_x_6" | |
| top: "W_xc_x_7" | |
| top: "W_xc_x_8" | |
| top: "W_xc_x_9" | |
| top: "W_xc_x_10" | |
| top: "W_xc_x_11" | |
| top: "W_xc_x_12" | |
| top: "W_xc_x_13" | |
| top: "W_xc_x_14" | |
| top: "W_xc_x_15" | |
| top: "W_xc_x_16" | |
| top: "W_xc_x_17" | |
| top: "W_xc_x_18" | |
| top: "W_xc_x_19" | |
| top: "W_xc_x_20" | |
| top: "W_xc_x_21" | |
| top: "W_xc_x_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_0" | |
| type: "Scalar" | |
| bottom: "h_0" | |
| bottom: "cont_1" | |
| top: "h_conted_0" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_1" | |
| type: "InnerProduct" | |
| bottom: "h_conted_0" | |
| top: "W_hc_h_0" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_1" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_0" | |
| bottom: "W_xc_x_1" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_1" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_1" | |
| type: "LSTMUnit" | |
| bottom: "c_0" | |
| bottom: "gate_input_1" | |
| bottom: "cont_1" | |
| top: "c_1" | |
| top: "h_1" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_1" | |
| type: "Scalar" | |
| bottom: "h_1" | |
| bottom: "cont_2" | |
| top: "h_conted_1" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_2" | |
| type: "InnerProduct" | |
| bottom: "h_conted_1" | |
| top: "W_hc_h_1" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_2" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_1" | |
| bottom: "W_xc_x_2" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_2" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_2" | |
| type: "LSTMUnit" | |
| bottom: "c_1" | |
| bottom: "gate_input_2" | |
| bottom: "cont_2" | |
| top: "c_2" | |
| top: "h_2" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_2" | |
| type: "Scalar" | |
| bottom: "h_2" | |
| bottom: "cont_3" | |
| top: "h_conted_2" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_3" | |
| type: "InnerProduct" | |
| bottom: "h_conted_2" | |
| top: "W_hc_h_2" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_3" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_2" | |
| bottom: "W_xc_x_3" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_3" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_3" | |
| type: "LSTMUnit" | |
| bottom: "c_2" | |
| bottom: "gate_input_3" | |
| bottom: "cont_3" | |
| top: "c_3" | |
| top: "h_3" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_3" | |
| type: "Scalar" | |
| bottom: "h_3" | |
| bottom: "cont_4" | |
| top: "h_conted_3" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_4" | |
| type: "InnerProduct" | |
| bottom: "h_conted_3" | |
| top: "W_hc_h_3" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_4" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_3" | |
| bottom: "W_xc_x_4" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_4" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_4" | |
| type: "LSTMUnit" | |
| bottom: "c_3" | |
| bottom: "gate_input_4" | |
| bottom: "cont_4" | |
| top: "c_4" | |
| top: "h_4" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_4" | |
| type: "Scalar" | |
| bottom: "h_4" | |
| bottom: "cont_5" | |
| top: "h_conted_4" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_5" | |
| type: "InnerProduct" | |
| bottom: "h_conted_4" | |
| top: "W_hc_h_4" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_5" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_4" | |
| bottom: "W_xc_x_5" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_5" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_5" | |
| type: "LSTMUnit" | |
| bottom: "c_4" | |
| bottom: "gate_input_5" | |
| bottom: "cont_5" | |
| top: "c_5" | |
| top: "h_5" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_5" | |
| type: "Scalar" | |
| bottom: "h_5" | |
| bottom: "cont_6" | |
| top: "h_conted_5" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_6" | |
| type: "InnerProduct" | |
| bottom: "h_conted_5" | |
| top: "W_hc_h_5" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_6" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_5" | |
| bottom: "W_xc_x_6" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_6" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_6" | |
| type: "LSTMUnit" | |
| bottom: "c_5" | |
| bottom: "gate_input_6" | |
| bottom: "cont_6" | |
| top: "c_6" | |
| top: "h_6" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_6" | |
| type: "Scalar" | |
| bottom: "h_6" | |
| bottom: "cont_7" | |
| top: "h_conted_6" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_7" | |
| type: "InnerProduct" | |
| bottom: "h_conted_6" | |
| top: "W_hc_h_6" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_7" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_6" | |
| bottom: "W_xc_x_7" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_7" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_7" | |
| type: "LSTMUnit" | |
| bottom: "c_6" | |
| bottom: "gate_input_7" | |
| bottom: "cont_7" | |
| top: "c_7" | |
| top: "h_7" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_7" | |
| type: "Scalar" | |
| bottom: "h_7" | |
| bottom: "cont_8" | |
| top: "h_conted_7" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_8" | |
| type: "InnerProduct" | |
| bottom: "h_conted_7" | |
| top: "W_hc_h_7" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_8" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_7" | |
| bottom: "W_xc_x_8" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_8" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_8" | |
| type: "LSTMUnit" | |
| bottom: "c_7" | |
| bottom: "gate_input_8" | |
| bottom: "cont_8" | |
| top: "c_8" | |
| top: "h_8" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_8" | |
| type: "Scalar" | |
| bottom: "h_8" | |
| bottom: "cont_9" | |
| top: "h_conted_8" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_9" | |
| type: "InnerProduct" | |
| bottom: "h_conted_8" | |
| top: "W_hc_h_8" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_9" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_8" | |
| bottom: "W_xc_x_9" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_9" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_9" | |
| type: "LSTMUnit" | |
| bottom: "c_8" | |
| bottom: "gate_input_9" | |
| bottom: "cont_9" | |
| top: "c_9" | |
| top: "h_9" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_9" | |
| type: "Scalar" | |
| bottom: "h_9" | |
| bottom: "cont_10" | |
| top: "h_conted_9" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_10" | |
| type: "InnerProduct" | |
| bottom: "h_conted_9" | |
| top: "W_hc_h_9" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_10" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_9" | |
| bottom: "W_xc_x_10" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_10" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_10" | |
| type: "LSTMUnit" | |
| bottom: "c_9" | |
| bottom: "gate_input_10" | |
| bottom: "cont_10" | |
| top: "c_10" | |
| top: "h_10" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_10" | |
| type: "Scalar" | |
| bottom: "h_10" | |
| bottom: "cont_11" | |
| top: "h_conted_10" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_11" | |
| type: "InnerProduct" | |
| bottom: "h_conted_10" | |
| top: "W_hc_h_10" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_11" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_10" | |
| bottom: "W_xc_x_11" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_11" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_11" | |
| type: "LSTMUnit" | |
| bottom: "c_10" | |
| bottom: "gate_input_11" | |
| bottom: "cont_11" | |
| top: "c_11" | |
| top: "h_11" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_11" | |
| type: "Scalar" | |
| bottom: "h_11" | |
| bottom: "cont_12" | |
| top: "h_conted_11" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_12" | |
| type: "InnerProduct" | |
| bottom: "h_conted_11" | |
| top: "W_hc_h_11" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_12" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_11" | |
| bottom: "W_xc_x_12" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_12" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_12" | |
| type: "LSTMUnit" | |
| bottom: "c_11" | |
| bottom: "gate_input_12" | |
| bottom: "cont_12" | |
| top: "c_12" | |
| top: "h_12" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_12" | |
| type: "Scalar" | |
| bottom: "h_12" | |
| bottom: "cont_13" | |
| top: "h_conted_12" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_13" | |
| type: "InnerProduct" | |
| bottom: "h_conted_12" | |
| top: "W_hc_h_12" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_13" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_12" | |
| bottom: "W_xc_x_13" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_13" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_13" | |
| type: "LSTMUnit" | |
| bottom: "c_12" | |
| bottom: "gate_input_13" | |
| bottom: "cont_13" | |
| top: "c_13" | |
| top: "h_13" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_13" | |
| type: "Scalar" | |
| bottom: "h_13" | |
| bottom: "cont_14" | |
| top: "h_conted_13" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_14" | |
| type: "InnerProduct" | |
| bottom: "h_conted_13" | |
| top: "W_hc_h_13" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_14" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_13" | |
| bottom: "W_xc_x_14" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_14" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_14" | |
| type: "LSTMUnit" | |
| bottom: "c_13" | |
| bottom: "gate_input_14" | |
| bottom: "cont_14" | |
| top: "c_14" | |
| top: "h_14" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_14" | |
| type: "Scalar" | |
| bottom: "h_14" | |
| bottom: "cont_15" | |
| top: "h_conted_14" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_15" | |
| type: "InnerProduct" | |
| bottom: "h_conted_14" | |
| top: "W_hc_h_14" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_15" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_14" | |
| bottom: "W_xc_x_15" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_15" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_15" | |
| type: "LSTMUnit" | |
| bottom: "c_14" | |
| bottom: "gate_input_15" | |
| bottom: "cont_15" | |
| top: "c_15" | |
| top: "h_15" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_15" | |
| type: "Scalar" | |
| bottom: "h_15" | |
| bottom: "cont_16" | |
| top: "h_conted_15" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_16" | |
| type: "InnerProduct" | |
| bottom: "h_conted_15" | |
| top: "W_hc_h_15" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_16" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_15" | |
| bottom: "W_xc_x_16" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_16" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_16" | |
| type: "LSTMUnit" | |
| bottom: "c_15" | |
| bottom: "gate_input_16" | |
| bottom: "cont_16" | |
| top: "c_16" | |
| top: "h_16" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_16" | |
| type: "Scalar" | |
| bottom: "h_16" | |
| bottom: "cont_17" | |
| top: "h_conted_16" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_17" | |
| type: "InnerProduct" | |
| bottom: "h_conted_16" | |
| top: "W_hc_h_16" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_17" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_16" | |
| bottom: "W_xc_x_17" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_17" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_17" | |
| type: "LSTMUnit" | |
| bottom: "c_16" | |
| bottom: "gate_input_17" | |
| bottom: "cont_17" | |
| top: "c_17" | |
| top: "h_17" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_17" | |
| type: "Scalar" | |
| bottom: "h_17" | |
| bottom: "cont_18" | |
| top: "h_conted_17" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_18" | |
| type: "InnerProduct" | |
| bottom: "h_conted_17" | |
| top: "W_hc_h_17" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_18" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_17" | |
| bottom: "W_xc_x_18" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_18" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_18" | |
| type: "LSTMUnit" | |
| bottom: "c_17" | |
| bottom: "gate_input_18" | |
| bottom: "cont_18" | |
| top: "c_18" | |
| top: "h_18" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_18" | |
| type: "Scalar" | |
| bottom: "h_18" | |
| bottom: "cont_19" | |
| top: "h_conted_18" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_19" | |
| type: "InnerProduct" | |
| bottom: "h_conted_18" | |
| top: "W_hc_h_18" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_19" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_18" | |
| bottom: "W_xc_x_19" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_19" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_19" | |
| type: "LSTMUnit" | |
| bottom: "c_18" | |
| bottom: "gate_input_19" | |
| bottom: "cont_19" | |
| top: "c_19" | |
| top: "h_19" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_19" | |
| type: "Scalar" | |
| bottom: "h_19" | |
| bottom: "cont_20" | |
| top: "h_conted_19" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_20" | |
| type: "InnerProduct" | |
| bottom: "h_conted_19" | |
| top: "W_hc_h_19" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_20" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_19" | |
| bottom: "W_xc_x_20" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_20" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_20" | |
| type: "LSTMUnit" | |
| bottom: "c_19" | |
| bottom: "gate_input_20" | |
| bottom: "cont_20" | |
| top: "c_20" | |
| top: "h_20" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_20" | |
| type: "Scalar" | |
| bottom: "h_20" | |
| bottom: "cont_21" | |
| top: "h_conted_20" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_21" | |
| type: "InnerProduct" | |
| bottom: "h_conted_20" | |
| top: "W_hc_h_20" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_21" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_20" | |
| bottom: "W_xc_x_21" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_21" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_21" | |
| type: "LSTMUnit" | |
| bottom: "c_20" | |
| bottom: "gate_input_21" | |
| bottom: "cont_21" | |
| top: "c_21" | |
| top: "h_21" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_conted_21" | |
| type: "Scalar" | |
| bottom: "h_21" | |
| bottom: "cont_22" | |
| top: "h_conted_21" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_transform_22" | |
| type: "InnerProduct" | |
| bottom: "h_conted_21" | |
| top: "W_hc_h_21" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_gate_input_22" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_21" | |
| bottom: "W_xc_x_22" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_22" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss2/lstm_unit_22" | |
| type: "LSTMUnit" | |
| bottom: "c_21" | |
| bottom: "gate_input_22" | |
| bottom: "cont_22" | |
| top: "c_22" | |
| top: "h_22" | |
| } | |
| layer { | |
| name: "loss2/lstm_" | |
| type: "Split" | |
| bottom: "c_22" | |
| top: "c_T" | |
| } | |
| layer { | |
| name: "loss2/lstm_h_concat" | |
| type: "Concat" | |
| bottom: "h_1" | |
| bottom: "h_2" | |
| bottom: "h_3" | |
| bottom: "h_4" | |
| bottom: "h_5" | |
| bottom: "h_6" | |
| bottom: "h_7" | |
| bottom: "h_8" | |
| bottom: "h_9" | |
| bottom: "h_10" | |
| bottom: "h_11" | |
| bottom: "h_12" | |
| bottom: "h_13" | |
| bottom: "h_14" | |
| bottom: "h_15" | |
| bottom: "h_16" | |
| bottom: "h_17" | |
| bottom: "h_18" | |
| bottom: "h_19" | |
| bottom: "h_20" | |
| bottom: "h_21" | |
| bottom: "h_22" | |
| top: "h" | |
| concat_param { | |
| axis: 0 | |
| } | |
| } | |
| I0330 00:58:45.754894 10583 net.cpp:413] Input 0 -> x | |
| I0330 00:58:45.754961 10583 net.cpp:413] Input 1 -> cont | |
| I0330 00:58:45.755029 10583 net.cpp:413] Input 2 -> x_static | |
| I0330 00:58:45.755067 10583 net.cpp:413] Input 3 -> c_0 | |
| I0330 00:58:45.755115 10583 net.cpp:413] Input 4 -> h_0 | |
| I0330 00:58:45.755177 10583 layer_factory.hpp:77] Creating layer loss2/lstm_cont_slice | |
| I0330 00:58:45.755205 10583 net.cpp:106] Creating Layer loss2/lstm_cont_slice | |
| I0330 00:58:45.755218 10583 net.cpp:454] loss2/lstm_cont_slice <- cont | |
| I0330 00:58:45.755233 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_1 | |
| I0330 00:58:45.755249 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_2 | |
| I0330 00:58:45.755265 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_3 | |
| I0330 00:58:45.755281 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_4 | |
| I0330 00:58:45.755297 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_5 | |
| I0330 00:58:45.755327 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_6 | |
| I0330 00:58:45.755343 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_7 | |
| I0330 00:58:45.755358 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_8 | |
| I0330 00:58:45.755373 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_9 | |
| I0330 00:58:45.755388 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_10 | |
| I0330 00:58:45.755403 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_11 | |
| I0330 00:58:45.755416 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_12 | |
| I0330 00:58:45.755432 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_13 | |
| I0330 00:58:45.755448 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_14 | |
| I0330 00:58:45.755462 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_15 | |
| I0330 00:58:45.755477 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_16 | |
| I0330 00:58:45.755491 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_17 | |
| I0330 00:58:45.755506 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_18 | |
| I0330 00:58:45.755522 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_19 | |
| I0330 00:58:45.755535 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_20 | |
| I0330 00:58:45.755549 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_21 | |
| I0330 00:58:45.755564 10583 net.cpp:411] loss2/lstm_cont_slice -> cont_22 | |
| I0330 00:58:45.755839 10583 net.cpp:150] Setting up loss2/lstm_cont_slice | |
| I0330 00:58:45.755867 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755882 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755892 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755903 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755915 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755926 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755938 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755949 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755959 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755970 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755981 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.755992 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756002 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756013 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756024 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756036 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756045 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756057 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756067 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756078 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756089 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756100 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756109 10583 net.cpp:165] Memory required for data: 704 | |
| I0330 00:58:45.756134 10583 layer_factory.hpp:77] Creating layer cont_1_loss2/lstm_cont_slice_0_split | |
| I0330 00:58:45.756151 10583 net.cpp:106] Creating Layer cont_1_loss2/lstm_cont_slice_0_split | |
| I0330 00:58:45.756163 10583 net.cpp:454] cont_1_loss2/lstm_cont_slice_0_split <- cont_1 | |
| I0330 00:58:45.756184 10583 net.cpp:411] cont_1_loss2/lstm_cont_slice_0_split -> cont_1_loss2/lstm_cont_slice_0_split_0 | |
| I0330 00:58:45.756198 10583 net.cpp:411] cont_1_loss2/lstm_cont_slice_0_split -> cont_1_loss2/lstm_cont_slice_0_split_1 | |
| I0330 00:58:45.756247 10583 net.cpp:150] Setting up cont_1_loss2/lstm_cont_slice_0_split | |
| I0330 00:58:45.756264 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756275 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756285 10583 net.cpp:165] Memory required for data: 768 | |
| I0330 00:58:45.756295 10583 layer_factory.hpp:77] Creating layer cont_2_loss2/lstm_cont_slice_1_split | |
| I0330 00:58:45.756309 10583 net.cpp:106] Creating Layer cont_2_loss2/lstm_cont_slice_1_split | |
| I0330 00:58:45.756319 10583 net.cpp:454] cont_2_loss2/lstm_cont_slice_1_split <- cont_2 | |
| I0330 00:58:45.756335 10583 net.cpp:411] cont_2_loss2/lstm_cont_slice_1_split -> cont_2_loss2/lstm_cont_slice_1_split_0 | |
| I0330 00:58:45.756347 10583 net.cpp:411] cont_2_loss2/lstm_cont_slice_1_split -> cont_2_loss2/lstm_cont_slice_1_split_1 | |
| I0330 00:58:45.756392 10583 net.cpp:150] Setting up cont_2_loss2/lstm_cont_slice_1_split | |
| I0330 00:58:45.756422 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756433 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756443 10583 net.cpp:165] Memory required for data: 832 | |
| I0330 00:58:45.756453 10583 layer_factory.hpp:77] Creating layer cont_3_loss2/lstm_cont_slice_2_split | |
| I0330 00:58:45.756465 10583 net.cpp:106] Creating Layer cont_3_loss2/lstm_cont_slice_2_split | |
| I0330 00:58:45.756476 10583 net.cpp:454] cont_3_loss2/lstm_cont_slice_2_split <- cont_3 | |
| I0330 00:58:45.756489 10583 net.cpp:411] cont_3_loss2/lstm_cont_slice_2_split -> cont_3_loss2/lstm_cont_slice_2_split_0 | |
| I0330 00:58:45.756502 10583 net.cpp:411] cont_3_loss2/lstm_cont_slice_2_split -> cont_3_loss2/lstm_cont_slice_2_split_1 | |
| I0330 00:58:45.756552 10583 net.cpp:150] Setting up cont_3_loss2/lstm_cont_slice_2_split | |
| I0330 00:58:45.756569 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756580 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756590 10583 net.cpp:165] Memory required for data: 896 | |
| I0330 00:58:45.756600 10583 layer_factory.hpp:77] Creating layer cont_4_loss2/lstm_cont_slice_3_split | |
| I0330 00:58:45.756616 10583 net.cpp:106] Creating Layer cont_4_loss2/lstm_cont_slice_3_split | |
| I0330 00:58:45.756628 10583 net.cpp:454] cont_4_loss2/lstm_cont_slice_3_split <- cont_4 | |
| I0330 00:58:45.756640 10583 net.cpp:411] cont_4_loss2/lstm_cont_slice_3_split -> cont_4_loss2/lstm_cont_slice_3_split_0 | |
| I0330 00:58:45.756656 10583 net.cpp:411] cont_4_loss2/lstm_cont_slice_3_split -> cont_4_loss2/lstm_cont_slice_3_split_1 | |
| I0330 00:58:45.756700 10583 net.cpp:150] Setting up cont_4_loss2/lstm_cont_slice_3_split | |
| I0330 00:58:45.756716 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756728 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756738 10583 net.cpp:165] Memory required for data: 960 | |
| I0330 00:58:45.756748 10583 layer_factory.hpp:77] Creating layer cont_5_loss2/lstm_cont_slice_4_split | |
| I0330 00:58:45.756762 10583 net.cpp:106] Creating Layer cont_5_loss2/lstm_cont_slice_4_split | |
| I0330 00:58:45.756773 10583 net.cpp:454] cont_5_loss2/lstm_cont_slice_4_split <- cont_5 | |
| I0330 00:58:45.756785 10583 net.cpp:411] cont_5_loss2/lstm_cont_slice_4_split -> cont_5_loss2/lstm_cont_slice_4_split_0 | |
| I0330 00:58:45.756798 10583 net.cpp:411] cont_5_loss2/lstm_cont_slice_4_split -> cont_5_loss2/lstm_cont_slice_4_split_1 | |
| I0330 00:58:45.756842 10583 net.cpp:150] Setting up cont_5_loss2/lstm_cont_slice_4_split | |
| I0330 00:58:45.756858 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756870 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.756880 10583 net.cpp:165] Memory required for data: 1024 | |
| I0330 00:58:45.756889 10583 layer_factory.hpp:77] Creating layer cont_6_loss2/lstm_cont_slice_5_split | |
| I0330 00:58:45.756901 10583 net.cpp:106] Creating Layer cont_6_loss2/lstm_cont_slice_5_split | |
| I0330 00:58:45.756911 10583 net.cpp:454] cont_6_loss2/lstm_cont_slice_5_split <- cont_6 | |
| I0330 00:58:45.756927 10583 net.cpp:411] cont_6_loss2/lstm_cont_slice_5_split -> cont_6_loss2/lstm_cont_slice_5_split_0 | |
| I0330 00:58:45.756939 10583 net.cpp:411] cont_6_loss2/lstm_cont_slice_5_split -> cont_6_loss2/lstm_cont_slice_5_split_1 | |
| I0330 00:58:45.756980 10583 net.cpp:150] Setting up cont_6_loss2/lstm_cont_slice_5_split | |
| I0330 00:58:45.756995 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757007 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757016 10583 net.cpp:165] Memory required for data: 1088 | |
| I0330 00:58:45.757027 10583 layer_factory.hpp:77] Creating layer cont_7_loss2/lstm_cont_slice_6_split | |
| I0330 00:58:45.757042 10583 net.cpp:106] Creating Layer cont_7_loss2/lstm_cont_slice_6_split | |
| I0330 00:58:45.757053 10583 net.cpp:454] cont_7_loss2/lstm_cont_slice_6_split <- cont_7 | |
| I0330 00:58:45.757066 10583 net.cpp:411] cont_7_loss2/lstm_cont_slice_6_split -> cont_7_loss2/lstm_cont_slice_6_split_0 | |
| I0330 00:58:45.757078 10583 net.cpp:411] cont_7_loss2/lstm_cont_slice_6_split -> cont_7_loss2/lstm_cont_slice_6_split_1 | |
| I0330 00:58:45.757122 10583 net.cpp:150] Setting up cont_7_loss2/lstm_cont_slice_6_split | |
| I0330 00:58:45.757138 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757161 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757172 10583 net.cpp:165] Memory required for data: 1152 | |
| I0330 00:58:45.757187 10583 layer_factory.hpp:77] Creating layer cont_8_loss2/lstm_cont_slice_7_split | |
| I0330 00:58:45.757200 10583 net.cpp:106] Creating Layer cont_8_loss2/lstm_cont_slice_7_split | |
| I0330 00:58:45.757211 10583 net.cpp:454] cont_8_loss2/lstm_cont_slice_7_split <- cont_8 | |
| I0330 00:58:45.757225 10583 net.cpp:411] cont_8_loss2/lstm_cont_slice_7_split -> cont_8_loss2/lstm_cont_slice_7_split_0 | |
| I0330 00:58:45.757237 10583 net.cpp:411] cont_8_loss2/lstm_cont_slice_7_split -> cont_8_loss2/lstm_cont_slice_7_split_1 | |
| I0330 00:58:45.757282 10583 net.cpp:150] Setting up cont_8_loss2/lstm_cont_slice_7_split | |
| I0330 00:58:45.757298 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757309 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757319 10583 net.cpp:165] Memory required for data: 1216 | |
| I0330 00:58:45.757329 10583 layer_factory.hpp:77] Creating layer cont_9_loss2/lstm_cont_slice_8_split | |
| I0330 00:58:45.757341 10583 net.cpp:106] Creating Layer cont_9_loss2/lstm_cont_slice_8_split | |
| I0330 00:58:45.757359 10583 net.cpp:454] cont_9_loss2/lstm_cont_slice_8_split <- cont_9 | |
| I0330 00:58:45.757374 10583 net.cpp:411] cont_9_loss2/lstm_cont_slice_8_split -> cont_9_loss2/lstm_cont_slice_8_split_0 | |
| I0330 00:58:45.757387 10583 net.cpp:411] cont_9_loss2/lstm_cont_slice_8_split -> cont_9_loss2/lstm_cont_slice_8_split_1 | |
| I0330 00:58:45.757436 10583 net.cpp:150] Setting up cont_9_loss2/lstm_cont_slice_8_split | |
| I0330 00:58:45.757452 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757463 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757473 10583 net.cpp:165] Memory required for data: 1280 | |
| I0330 00:58:45.757483 10583 layer_factory.hpp:77] Creating layer cont_10_loss2/lstm_cont_slice_9_split | |
| I0330 00:58:45.757498 10583 net.cpp:106] Creating Layer cont_10_loss2/lstm_cont_slice_9_split | |
| I0330 00:58:45.757508 10583 net.cpp:454] cont_10_loss2/lstm_cont_slice_9_split <- cont_10 | |
| I0330 00:58:45.757520 10583 net.cpp:411] cont_10_loss2/lstm_cont_slice_9_split -> cont_10_loss2/lstm_cont_slice_9_split_0 | |
| I0330 00:58:45.757534 10583 net.cpp:411] cont_10_loss2/lstm_cont_slice_9_split -> cont_10_loss2/lstm_cont_slice_9_split_1 | |
| I0330 00:58:45.757578 10583 net.cpp:150] Setting up cont_10_loss2/lstm_cont_slice_9_split | |
| I0330 00:58:45.757594 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757606 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757616 10583 net.cpp:165] Memory required for data: 1344 | |
| I0330 00:58:45.757625 10583 layer_factory.hpp:77] Creating layer cont_11_loss2/lstm_cont_slice_10_split | |
| I0330 00:58:45.757637 10583 net.cpp:106] Creating Layer cont_11_loss2/lstm_cont_slice_10_split | |
| I0330 00:58:45.757648 10583 net.cpp:454] cont_11_loss2/lstm_cont_slice_10_split <- cont_11 | |
| I0330 00:58:45.757660 10583 net.cpp:411] cont_11_loss2/lstm_cont_slice_10_split -> cont_11_loss2/lstm_cont_slice_10_split_0 | |
| I0330 00:58:45.757673 10583 net.cpp:411] cont_11_loss2/lstm_cont_slice_10_split -> cont_11_loss2/lstm_cont_slice_10_split_1 | |
| I0330 00:58:45.757716 10583 net.cpp:150] Setting up cont_11_loss2/lstm_cont_slice_10_split | |
| I0330 00:58:45.757732 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757745 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757753 10583 net.cpp:165] Memory required for data: 1408 | |
| I0330 00:58:45.757763 10583 layer_factory.hpp:77] Creating layer cont_12_loss2/lstm_cont_slice_11_split | |
| I0330 00:58:45.757776 10583 net.cpp:106] Creating Layer cont_12_loss2/lstm_cont_slice_11_split | |
| I0330 00:58:45.757786 10583 net.cpp:454] cont_12_loss2/lstm_cont_slice_11_split <- cont_12 | |
| I0330 00:58:45.757802 10583 net.cpp:411] cont_12_loss2/lstm_cont_slice_11_split -> cont_12_loss2/lstm_cont_slice_11_split_0 | |
| I0330 00:58:45.757817 10583 net.cpp:411] cont_12_loss2/lstm_cont_slice_11_split -> cont_12_loss2/lstm_cont_slice_11_split_1 | |
| I0330 00:58:45.757856 10583 net.cpp:150] Setting up cont_12_loss2/lstm_cont_slice_11_split | |
| I0330 00:58:45.757872 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757897 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.757908 10583 net.cpp:165] Memory required for data: 1472 | |
| I0330 00:58:45.757918 10583 layer_factory.hpp:77] Creating layer cont_13_loss2/lstm_cont_slice_12_split | |
| I0330 00:58:45.757936 10583 net.cpp:106] Creating Layer cont_13_loss2/lstm_cont_slice_12_split | |
| I0330 00:58:45.757946 10583 net.cpp:454] cont_13_loss2/lstm_cont_slice_12_split <- cont_13 | |
| I0330 00:58:45.757959 10583 net.cpp:411] cont_13_loss2/lstm_cont_slice_12_split -> cont_13_loss2/lstm_cont_slice_12_split_0 | |
| I0330 00:58:45.757972 10583 net.cpp:411] cont_13_loss2/lstm_cont_slice_12_split -> cont_13_loss2/lstm_cont_slice_12_split_1 | |
| I0330 00:58:45.758018 10583 net.cpp:150] Setting up cont_13_loss2/lstm_cont_slice_12_split | |
| I0330 00:58:45.758033 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758044 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758054 10583 net.cpp:165] Memory required for data: 1536 | |
| I0330 00:58:45.758064 10583 layer_factory.hpp:77] Creating layer cont_14_loss2/lstm_cont_slice_13_split | |
| I0330 00:58:45.758076 10583 net.cpp:106] Creating Layer cont_14_loss2/lstm_cont_slice_13_split | |
| I0330 00:58:45.758087 10583 net.cpp:454] cont_14_loss2/lstm_cont_slice_13_split <- cont_14 | |
| I0330 00:58:45.758100 10583 net.cpp:411] cont_14_loss2/lstm_cont_slice_13_split -> cont_14_loss2/lstm_cont_slice_13_split_0 | |
| I0330 00:58:45.758112 10583 net.cpp:411] cont_14_loss2/lstm_cont_slice_13_split -> cont_14_loss2/lstm_cont_slice_13_split_1 | |
| I0330 00:58:45.758154 10583 net.cpp:150] Setting up cont_14_loss2/lstm_cont_slice_13_split | |
| I0330 00:58:45.758170 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758182 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758191 10583 net.cpp:165] Memory required for data: 1600 | |
| I0330 00:58:45.758201 10583 layer_factory.hpp:77] Creating layer cont_15_loss2/lstm_cont_slice_14_split | |
| I0330 00:58:45.758213 10583 net.cpp:106] Creating Layer cont_15_loss2/lstm_cont_slice_14_split | |
| I0330 00:58:45.758224 10583 net.cpp:454] cont_15_loss2/lstm_cont_slice_14_split <- cont_15 | |
| I0330 00:58:45.758239 10583 net.cpp:411] cont_15_loss2/lstm_cont_slice_14_split -> cont_15_loss2/lstm_cont_slice_14_split_0 | |
| I0330 00:58:45.758255 10583 net.cpp:411] cont_15_loss2/lstm_cont_slice_14_split -> cont_15_loss2/lstm_cont_slice_14_split_1 | |
| I0330 00:58:45.758297 10583 net.cpp:150] Setting up cont_15_loss2/lstm_cont_slice_14_split | |
| I0330 00:58:45.758313 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758324 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758334 10583 net.cpp:165] Memory required for data: 1664 | |
| I0330 00:58:45.758344 10583 layer_factory.hpp:77] Creating layer cont_16_loss2/lstm_cont_slice_15_split | |
| I0330 00:58:45.758360 10583 net.cpp:106] Creating Layer cont_16_loss2/lstm_cont_slice_15_split | |
| I0330 00:58:45.758373 10583 net.cpp:454] cont_16_loss2/lstm_cont_slice_15_split <- cont_16 | |
| I0330 00:58:45.758384 10583 net.cpp:411] cont_16_loss2/lstm_cont_slice_15_split -> cont_16_loss2/lstm_cont_slice_15_split_0 | |
| I0330 00:58:45.758397 10583 net.cpp:411] cont_16_loss2/lstm_cont_slice_15_split -> cont_16_loss2/lstm_cont_slice_15_split_1 | |
| I0330 00:58:45.758440 10583 net.cpp:150] Setting up cont_16_loss2/lstm_cont_slice_15_split | |
| I0330 00:58:45.758456 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758467 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758477 10583 net.cpp:165] Memory required for data: 1728 | |
| I0330 00:58:45.758487 10583 layer_factory.hpp:77] Creating layer cont_17_loss2/lstm_cont_slice_16_split | |
| I0330 00:58:45.758499 10583 net.cpp:106] Creating Layer cont_17_loss2/lstm_cont_slice_16_split | |
| I0330 00:58:45.758509 10583 net.cpp:454] cont_17_loss2/lstm_cont_slice_16_split <- cont_17 | |
| I0330 00:58:45.758522 10583 net.cpp:411] cont_17_loss2/lstm_cont_slice_16_split -> cont_17_loss2/lstm_cont_slice_16_split_0 | |
| I0330 00:58:45.758535 10583 net.cpp:411] cont_17_loss2/lstm_cont_slice_16_split -> cont_17_loss2/lstm_cont_slice_16_split_1 | |
| I0330 00:58:45.758577 10583 net.cpp:150] Setting up cont_17_loss2/lstm_cont_slice_16_split | |
| I0330 00:58:45.758594 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758615 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758625 10583 net.cpp:165] Memory required for data: 1792 | |
| I0330 00:58:45.758636 10583 layer_factory.hpp:77] Creating layer cont_18_loss2/lstm_cont_slice_17_split | |
| I0330 00:58:45.758648 10583 net.cpp:106] Creating Layer cont_18_loss2/lstm_cont_slice_17_split | |
| I0330 00:58:45.758658 10583 net.cpp:454] cont_18_loss2/lstm_cont_slice_17_split <- cont_18 | |
| I0330 00:58:45.758673 10583 net.cpp:411] cont_18_loss2/lstm_cont_slice_17_split -> cont_18_loss2/lstm_cont_slice_17_split_0 | |
| I0330 00:58:45.758687 10583 net.cpp:411] cont_18_loss2/lstm_cont_slice_17_split -> cont_18_loss2/lstm_cont_slice_17_split_1 | |
| I0330 00:58:45.758728 10583 net.cpp:150] Setting up cont_18_loss2/lstm_cont_slice_17_split | |
| I0330 00:58:45.758744 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758755 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758765 10583 net.cpp:165] Memory required for data: 1856 | |
| I0330 00:58:45.758775 10583 layer_factory.hpp:77] Creating layer cont_19_loss2/lstm_cont_slice_18_split | |
| I0330 00:58:45.758790 10583 net.cpp:106] Creating Layer cont_19_loss2/lstm_cont_slice_18_split | |
| I0330 00:58:45.758801 10583 net.cpp:454] cont_19_loss2/lstm_cont_slice_18_split <- cont_19 | |
| I0330 00:58:45.758822 10583 net.cpp:411] cont_19_loss2/lstm_cont_slice_18_split -> cont_19_loss2/lstm_cont_slice_18_split_0 | |
| I0330 00:58:45.758836 10583 net.cpp:411] cont_19_loss2/lstm_cont_slice_18_split -> cont_19_loss2/lstm_cont_slice_18_split_1 | |
| I0330 00:58:45.758893 10583 net.cpp:150] Setting up cont_19_loss2/lstm_cont_slice_18_split | |
| I0330 00:58:45.758909 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758920 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.758930 10583 net.cpp:165] Memory required for data: 1920 | |
| I0330 00:58:45.758941 10583 layer_factory.hpp:77] Creating layer cont_20_loss2/lstm_cont_slice_19_split | |
| I0330 00:58:45.758954 10583 net.cpp:106] Creating Layer cont_20_loss2/lstm_cont_slice_19_split | |
| I0330 00:58:45.758965 10583 net.cpp:454] cont_20_loss2/lstm_cont_slice_19_split <- cont_20 | |
| I0330 00:58:45.758994 10583 net.cpp:411] cont_20_loss2/lstm_cont_slice_19_split -> cont_20_loss2/lstm_cont_slice_19_split_0 | |
| I0330 00:58:45.759011 10583 net.cpp:411] cont_20_loss2/lstm_cont_slice_19_split -> cont_20_loss2/lstm_cont_slice_19_split_1 | |
| I0330 00:58:45.759053 10583 net.cpp:150] Setting up cont_20_loss2/lstm_cont_slice_19_split | |
| I0330 00:58:45.759068 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759080 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759089 10583 net.cpp:165] Memory required for data: 1984 | |
| I0330 00:58:45.759107 10583 layer_factory.hpp:77] Creating layer cont_21_loss2/lstm_cont_slice_20_split | |
| I0330 00:58:45.759124 10583 net.cpp:106] Creating Layer cont_21_loss2/lstm_cont_slice_20_split | |
| I0330 00:58:45.759135 10583 net.cpp:454] cont_21_loss2/lstm_cont_slice_20_split <- cont_21 | |
| I0330 00:58:45.759147 10583 net.cpp:411] cont_21_loss2/lstm_cont_slice_20_split -> cont_21_loss2/lstm_cont_slice_20_split_0 | |
| I0330 00:58:45.759168 10583 net.cpp:411] cont_21_loss2/lstm_cont_slice_20_split -> cont_21_loss2/lstm_cont_slice_20_split_1 | |
| I0330 00:58:45.759210 10583 net.cpp:150] Setting up cont_21_loss2/lstm_cont_slice_20_split | |
| I0330 00:58:45.759227 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759238 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759246 10583 net.cpp:165] Memory required for data: 2048 | |
| I0330 00:58:45.759256 10583 layer_factory.hpp:77] Creating layer cont_22_loss2/lstm_cont_slice_21_split | |
| I0330 00:58:45.759269 10583 net.cpp:106] Creating Layer cont_22_loss2/lstm_cont_slice_21_split | |
| I0330 00:58:45.759279 10583 net.cpp:454] cont_22_loss2/lstm_cont_slice_21_split <- cont_22 | |
| I0330 00:58:45.759295 10583 net.cpp:411] cont_22_loss2/lstm_cont_slice_21_split -> cont_22_loss2/lstm_cont_slice_21_split_0 | |
| I0330 00:58:45.759310 10583 net.cpp:411] cont_22_loss2/lstm_cont_slice_21_split -> cont_22_loss2/lstm_cont_slice_21_split_1 | |
| I0330 00:58:45.759353 10583 net.cpp:150] Setting up cont_22_loss2/lstm_cont_slice_21_split | |
| I0330 00:58:45.759368 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759392 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:45.759402 10583 net.cpp:165] Memory required for data: 2112 | |
| I0330 00:58:45.759413 10583 layer_factory.hpp:77] Creating layer loss2/lstm_x_transform | |
| I0330 00:58:45.759428 10583 net.cpp:106] Creating Layer loss2/lstm_x_transform | |
| I0330 00:58:45.759439 10583 net.cpp:454] loss2/lstm_x_transform <- x | |
| I0330 00:58:45.759455 10583 net.cpp:411] loss2/lstm_x_transform -> W_xc_x | |
| I0330 00:58:45.759663 10583 net.cpp:150] Setting up loss2/lstm_x_transform | |
| I0330 00:58:45.759682 10583 net.cpp:157] Top shape: 22 8 2048 (360448) | |
| I0330 00:58:45.759692 10583 net.cpp:165] Memory required for data: 1443904 | |
| I0330 00:58:45.759711 10583 layer_factory.hpp:77] Creating layer loss2/lstm_W_xc_x_static | |
| I0330 00:58:45.759727 10583 net.cpp:106] Creating Layer loss2/lstm_W_xc_x_static | |
| I0330 00:58:45.759738 10583 net.cpp:454] loss2/lstm_W_xc_x_static <- x_static | |
| I0330 00:58:45.759752 10583 net.cpp:411] loss2/lstm_W_xc_x_static -> W_xc_x_static_preshape | |
| I0330 00:58:45.777261 10583 net.cpp:150] Setting up loss2/lstm_W_xc_x_static | |
| I0330 00:58:45.777328 10583 net.cpp:157] Top shape: 8 2048 (16384) | |
| I0330 00:58:45.777340 10583 net.cpp:165] Memory required for data: 1509440 | |
| I0330 00:58:45.777374 10583 layer_factory.hpp:77] Creating layer loss2/lstm_ | |
| I0330 00:58:45.777395 10583 net.cpp:106] Creating Layer loss2/lstm_ | |
| I0330 00:58:45.777408 10583 net.cpp:454] loss2/lstm_ <- W_xc_x_static_preshape | |
| I0330 00:58:45.777431 10583 net.cpp:411] loss2/lstm_ -> W_xc_x_static | |
| I0330 00:58:45.777477 10583 net.cpp:150] Setting up loss2/lstm_ | |
| I0330 00:58:45.777493 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.777503 10583 net.cpp:165] Memory required for data: 1574976 | |
| I0330 00:58:45.777513 10583 layer_factory.hpp:77] Creating layer W_xc_x_static_loss2/lstm__0_split | |
| I0330 00:58:45.777534 10583 net.cpp:106] Creating Layer W_xc_x_static_loss2/lstm__0_split | |
| I0330 00:58:45.777545 10583 net.cpp:454] W_xc_x_static_loss2/lstm__0_split <- W_xc_x_static | |
| I0330 00:58:45.777559 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_0 | |
| I0330 00:58:45.777575 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_1 | |
| I0330 00:58:45.777591 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_2 | |
| I0330 00:58:45.777606 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_3 | |
| I0330 00:58:45.777621 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_4 | |
| I0330 00:58:45.777637 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_5 | |
| I0330 00:58:45.777653 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_6 | |
| I0330 00:58:45.777669 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_7 | |
| I0330 00:58:45.777685 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_8 | |
| I0330 00:58:45.777700 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_9 | |
| I0330 00:58:45.777714 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_10 | |
| I0330 00:58:45.777729 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_11 | |
| I0330 00:58:45.777743 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_12 | |
| I0330 00:58:45.777757 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_13 | |
| I0330 00:58:45.777779 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_14 | |
| I0330 00:58:45.777793 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_15 | |
| I0330 00:58:45.777807 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_16 | |
| I0330 00:58:45.777832 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_17 | |
| I0330 00:58:45.777845 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_18 | |
| I0330 00:58:45.777894 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_19 | |
| I0330 00:58:45.777909 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_20 | |
| I0330 00:58:45.777926 10583 net.cpp:411] W_xc_x_static_loss2/lstm__0_split -> W_xc_x_static_loss2/lstm__0_split_21 | |
| I0330 00:58:45.778211 10583 net.cpp:150] Setting up W_xc_x_static_loss2/lstm__0_split | |
| I0330 00:58:45.778229 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778241 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778252 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778264 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778275 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778286 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778296 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778308 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778319 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778331 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778342 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778352 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778363 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778374 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778385 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778396 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778408 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778419 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778429 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778440 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778451 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778461 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.778471 10583 net.cpp:165] Memory required for data: 3016768 | |
| I0330 00:58:45.778482 10583 layer_factory.hpp:77] Creating layer loss2/lstm_W_xc_x_slice | |
| I0330 00:58:45.778504 10583 net.cpp:106] Creating Layer loss2/lstm_W_xc_x_slice | |
| I0330 00:58:45.778515 10583 net.cpp:454] loss2/lstm_W_xc_x_slice <- W_xc_x | |
| I0330 00:58:45.778532 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_1 | |
| I0330 00:58:45.778548 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_2 | |
| I0330 00:58:45.778563 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_3 | |
| I0330 00:58:45.778578 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_4 | |
| I0330 00:58:45.778592 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_5 | |
| I0330 00:58:45.778606 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_6 | |
| I0330 00:58:45.778621 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_7 | |
| I0330 00:58:45.778637 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_8 | |
| I0330 00:58:45.778652 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_9 | |
| I0330 00:58:45.778667 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_10 | |
| I0330 00:58:45.778681 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_11 | |
| I0330 00:58:45.778695 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_12 | |
| I0330 00:58:45.778710 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_13 | |
| I0330 00:58:45.778724 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_14 | |
| I0330 00:58:45.778740 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_15 | |
| I0330 00:58:45.778756 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_16 | |
| I0330 00:58:45.778771 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_17 | |
| I0330 00:58:45.778787 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_18 | |
| I0330 00:58:45.778802 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_19 | |
| I0330 00:58:45.778816 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_20 | |
| I0330 00:58:45.778831 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_21 | |
| I0330 00:58:45.778846 10583 net.cpp:411] loss2/lstm_W_xc_x_slice -> W_xc_x_22 | |
| I0330 00:58:45.779124 10583 net.cpp:150] Setting up loss2/lstm_W_xc_x_slice | |
| I0330 00:58:45.779155 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779168 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779180 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779191 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779202 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779213 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779224 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779235 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779247 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779261 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779273 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779284 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779295 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779306 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779317 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779328 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779340 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779350 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779362 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779373 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779384 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779395 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.779405 10583 net.cpp:165] Memory required for data: 4458560 | |
| I0330 00:58:45.779417 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_0 | |
| I0330 00:58:45.779431 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_0 | |
| I0330 00:58:45.779443 10583 net.cpp:454] loss2/lstm_h_conted_0 <- h_0 | |
| I0330 00:58:45.779456 10583 net.cpp:454] loss2/lstm_h_conted_0 <- cont_1_loss2/lstm_cont_slice_0_split_0 | |
| I0330 00:58:45.779474 10583 net.cpp:411] loss2/lstm_h_conted_0 -> h_conted_0 | |
| I0330 00:58:45.779599 10583 net.cpp:150] Setting up loss2/lstm_h_conted_0 | |
| I0330 00:58:45.779618 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.779628 10583 net.cpp:165] Memory required for data: 4474944 | |
| I0330 00:58:45.779639 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_1 | |
| I0330 00:58:45.779659 10583 net.cpp:106] Creating Layer loss2/lstm_transform_1 | |
| I0330 00:58:45.779670 10583 net.cpp:454] loss2/lstm_transform_1 <- h_conted_0 | |
| I0330 00:58:45.779685 10583 net.cpp:411] loss2/lstm_transform_1 -> W_hc_h_0 | |
| I0330 00:58:45.788192 10583 net.cpp:150] Setting up loss2/lstm_transform_1 | |
| I0330 00:58:45.788249 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.788260 10583 net.cpp:165] Memory required for data: 4540480 | |
| I0330 00:58:45.788280 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_1 | |
| I0330 00:58:45.788297 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_1 | |
| I0330 00:58:45.788311 10583 net.cpp:454] loss2/lstm_gate_input_1 <- W_hc_h_0 | |
| I0330 00:58:45.788324 10583 net.cpp:454] loss2/lstm_gate_input_1 <- W_xc_x_1 | |
| I0330 00:58:45.788338 10583 net.cpp:454] loss2/lstm_gate_input_1 <- W_xc_x_static_loss2/lstm__0_split_0 | |
| I0330 00:58:45.788355 10583 net.cpp:411] loss2/lstm_gate_input_1 -> gate_input_1 | |
| I0330 00:58:45.788405 10583 net.cpp:150] Setting up loss2/lstm_gate_input_1 | |
| I0330 00:58:45.788422 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.788432 10583 net.cpp:165] Memory required for data: 4606016 | |
| I0330 00:58:45.788442 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_1 | |
| I0330 00:58:45.788456 10583 net.cpp:106] Creating Layer loss2/lstm_unit_1 | |
| I0330 00:58:45.788468 10583 net.cpp:454] loss2/lstm_unit_1 <- c_0 | |
| I0330 00:58:45.788480 10583 net.cpp:454] loss2/lstm_unit_1 <- gate_input_1 | |
| I0330 00:58:45.788492 10583 net.cpp:454] loss2/lstm_unit_1 <- cont_1_loss2/lstm_cont_slice_0_split_1 | |
| I0330 00:58:45.788506 10583 net.cpp:411] loss2/lstm_unit_1 -> c_1 | |
| I0330 00:58:45.788528 10583 net.cpp:411] loss2/lstm_unit_1 -> h_1 | |
| I0330 00:58:45.788591 10583 net.cpp:150] Setting up loss2/lstm_unit_1 | |
| I0330 00:58:45.788633 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.788646 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.788656 10583 net.cpp:165] Memory required for data: 4638784 | |
| I0330 00:58:45.788666 10583 layer_factory.hpp:77] Creating layer h_1_loss2/lstm_unit_1_1_split | |
| I0330 00:58:45.788686 10583 net.cpp:106] Creating Layer h_1_loss2/lstm_unit_1_1_split | |
| I0330 00:58:45.788697 10583 net.cpp:454] h_1_loss2/lstm_unit_1_1_split <- h_1 | |
| I0330 00:58:45.788710 10583 net.cpp:411] h_1_loss2/lstm_unit_1_1_split -> h_1_loss2/lstm_unit_1_1_split_0 | |
| I0330 00:58:45.788728 10583 net.cpp:411] h_1_loss2/lstm_unit_1_1_split -> h_1_loss2/lstm_unit_1_1_split_1 | |
| I0330 00:58:45.788776 10583 net.cpp:150] Setting up h_1_loss2/lstm_unit_1_1_split | |
| I0330 00:58:45.788794 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.788805 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.788815 10583 net.cpp:165] Memory required for data: 4671552 | |
| I0330 00:58:45.788825 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_1 | |
| I0330 00:58:45.788843 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_1 | |
| I0330 00:58:45.788854 10583 net.cpp:454] loss2/lstm_h_conted_1 <- h_1_loss2/lstm_unit_1_1_split_0 | |
| I0330 00:58:45.788867 10583 net.cpp:454] loss2/lstm_h_conted_1 <- cont_2_loss2/lstm_cont_slice_1_split_0 | |
| I0330 00:58:45.788882 10583 net.cpp:411] loss2/lstm_h_conted_1 -> h_conted_1 | |
| I0330 00:58:45.788983 10583 net.cpp:150] Setting up loss2/lstm_h_conted_1 | |
| I0330 00:58:45.789010 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.789021 10583 net.cpp:165] Memory required for data: 4687936 | |
| I0330 00:58:45.789031 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_2 | |
| I0330 00:58:45.789052 10583 net.cpp:106] Creating Layer loss2/lstm_transform_2 | |
| I0330 00:58:45.789063 10583 net.cpp:454] loss2/lstm_transform_2 <- h_conted_1 | |
| I0330 00:58:45.789077 10583 net.cpp:411] loss2/lstm_transform_2 -> W_hc_h_1 | |
| I0330 00:58:45.797492 10583 net.cpp:150] Setting up loss2/lstm_transform_2 | |
| I0330 00:58:45.797547 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.797559 10583 net.cpp:165] Memory required for data: 4753472 | |
| I0330 00:58:45.797586 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.797600 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_2 | |
| I0330 00:58:45.797621 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_2 | |
| I0330 00:58:45.797643 10583 net.cpp:454] loss2/lstm_gate_input_2 <- W_hc_h_1 | |
| I0330 00:58:45.797658 10583 net.cpp:454] loss2/lstm_gate_input_2 <- W_xc_x_2 | |
| I0330 00:58:45.797672 10583 net.cpp:454] loss2/lstm_gate_input_2 <- W_xc_x_static_loss2/lstm__0_split_1 | |
| I0330 00:58:45.797685 10583 net.cpp:411] loss2/lstm_gate_input_2 -> gate_input_2 | |
| I0330 00:58:45.797739 10583 net.cpp:150] Setting up loss2/lstm_gate_input_2 | |
| I0330 00:58:45.797763 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.797775 10583 net.cpp:165] Memory required for data: 4819008 | |
| I0330 00:58:45.797785 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_2 | |
| I0330 00:58:45.797801 10583 net.cpp:106] Creating Layer loss2/lstm_unit_2 | |
| I0330 00:58:45.797812 10583 net.cpp:454] loss2/lstm_unit_2 <- c_1 | |
| I0330 00:58:45.797824 10583 net.cpp:454] loss2/lstm_unit_2 <- gate_input_2 | |
| I0330 00:58:45.797837 10583 net.cpp:454] loss2/lstm_unit_2 <- cont_2_loss2/lstm_cont_slice_1_split_1 | |
| I0330 00:58:45.797854 10583 net.cpp:411] loss2/lstm_unit_2 -> c_2 | |
| I0330 00:58:45.797883 10583 net.cpp:411] loss2/lstm_unit_2 -> h_2 | |
| I0330 00:58:45.797945 10583 net.cpp:150] Setting up loss2/lstm_unit_2 | |
| I0330 00:58:45.797962 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.797974 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.797984 10583 net.cpp:165] Memory required for data: 4851776 | |
| I0330 00:58:45.797994 10583 layer_factory.hpp:77] Creating layer h_2_loss2/lstm_unit_2_1_split | |
| I0330 00:58:45.798008 10583 net.cpp:106] Creating Layer h_2_loss2/lstm_unit_2_1_split | |
| I0330 00:58:45.798019 10583 net.cpp:454] h_2_loss2/lstm_unit_2_1_split <- h_2 | |
| I0330 00:58:45.798061 10583 net.cpp:411] h_2_loss2/lstm_unit_2_1_split -> h_2_loss2/lstm_unit_2_1_split_0 | |
| I0330 00:58:45.798077 10583 net.cpp:411] h_2_loss2/lstm_unit_2_1_split -> h_2_loss2/lstm_unit_2_1_split_1 | |
| I0330 00:58:45.798125 10583 net.cpp:150] Setting up h_2_loss2/lstm_unit_2_1_split | |
| I0330 00:58:45.798142 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.798153 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.798163 10583 net.cpp:165] Memory required for data: 4884544 | |
| I0330 00:58:45.798173 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_2 | |
| I0330 00:58:45.798192 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_2 | |
| I0330 00:58:45.798204 10583 net.cpp:454] loss2/lstm_h_conted_2 <- h_2_loss2/lstm_unit_2_1_split_0 | |
| I0330 00:58:45.798218 10583 net.cpp:454] loss2/lstm_h_conted_2 <- cont_3_loss2/lstm_cont_slice_2_split_0 | |
| I0330 00:58:45.798230 10583 net.cpp:411] loss2/lstm_h_conted_2 -> h_conted_2 | |
| I0330 00:58:45.798339 10583 net.cpp:150] Setting up loss2/lstm_h_conted_2 | |
| I0330 00:58:45.798357 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.798367 10583 net.cpp:165] Memory required for data: 4900928 | |
| I0330 00:58:45.798377 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_3 | |
| I0330 00:58:45.798393 10583 net.cpp:106] Creating Layer loss2/lstm_transform_3 | |
| I0330 00:58:45.798405 10583 net.cpp:454] loss2/lstm_transform_3 <- h_conted_2 | |
| I0330 00:58:45.798420 10583 net.cpp:411] loss2/lstm_transform_3 -> W_hc_h_2 | |
| I0330 00:58:45.806751 10583 net.cpp:150] Setting up loss2/lstm_transform_3 | |
| I0330 00:58:45.806782 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.806794 10583 net.cpp:165] Memory required for data: 4966464 | |
| I0330 00:58:45.806807 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.806826 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_3 | |
| I0330 00:58:45.806840 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_3 | |
| I0330 00:58:45.806851 10583 net.cpp:454] loss2/lstm_gate_input_3 <- W_hc_h_2 | |
| I0330 00:58:45.806864 10583 net.cpp:454] loss2/lstm_gate_input_3 <- W_xc_x_3 | |
| I0330 00:58:45.806876 10583 net.cpp:454] loss2/lstm_gate_input_3 <- W_xc_x_static_loss2/lstm__0_split_2 | |
| I0330 00:58:45.806890 10583 net.cpp:411] loss2/lstm_gate_input_3 -> gate_input_3 | |
| I0330 00:58:45.806929 10583 net.cpp:150] Setting up loss2/lstm_gate_input_3 | |
| I0330 00:58:45.806946 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.806957 10583 net.cpp:165] Memory required for data: 5032000 | |
| I0330 00:58:45.806967 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_3 | |
| I0330 00:58:45.806999 10583 net.cpp:106] Creating Layer loss2/lstm_unit_3 | |
| I0330 00:58:45.807013 10583 net.cpp:454] loss2/lstm_unit_3 <- c_2 | |
| I0330 00:58:45.807024 10583 net.cpp:454] loss2/lstm_unit_3 <- gate_input_3 | |
| I0330 00:58:45.807036 10583 net.cpp:454] loss2/lstm_unit_3 <- cont_3_loss2/lstm_cont_slice_2_split_1 | |
| I0330 00:58:45.807049 10583 net.cpp:411] loss2/lstm_unit_3 -> c_3 | |
| I0330 00:58:45.807063 10583 net.cpp:411] loss2/lstm_unit_3 -> h_3 | |
| I0330 00:58:45.807123 10583 net.cpp:150] Setting up loss2/lstm_unit_3 | |
| I0330 00:58:45.807140 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.807152 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.807162 10583 net.cpp:165] Memory required for data: 5064768 | |
| I0330 00:58:45.807171 10583 layer_factory.hpp:77] Creating layer h_3_loss2/lstm_unit_3_1_split | |
| I0330 00:58:45.807183 10583 net.cpp:106] Creating Layer h_3_loss2/lstm_unit_3_1_split | |
| I0330 00:58:45.807194 10583 net.cpp:454] h_3_loss2/lstm_unit_3_1_split <- h_3 | |
| I0330 00:58:45.807207 10583 net.cpp:411] h_3_loss2/lstm_unit_3_1_split -> h_3_loss2/lstm_unit_3_1_split_0 | |
| I0330 00:58:45.807220 10583 net.cpp:411] h_3_loss2/lstm_unit_3_1_split -> h_3_loss2/lstm_unit_3_1_split_1 | |
| I0330 00:58:45.807266 10583 net.cpp:150] Setting up h_3_loss2/lstm_unit_3_1_split | |
| I0330 00:58:45.807286 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.807296 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.807319 10583 net.cpp:165] Memory required for data: 5097536 | |
| I0330 00:58:45.807330 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_3 | |
| I0330 00:58:45.807344 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_3 | |
| I0330 00:58:45.807355 10583 net.cpp:454] loss2/lstm_h_conted_3 <- h_3_loss2/lstm_unit_3_1_split_0 | |
| I0330 00:58:45.807368 10583 net.cpp:454] loss2/lstm_h_conted_3 <- cont_4_loss2/lstm_cont_slice_3_split_0 | |
| I0330 00:58:45.807380 10583 net.cpp:411] loss2/lstm_h_conted_3 -> h_conted_3 | |
| I0330 00:58:45.807457 10583 net.cpp:150] Setting up loss2/lstm_h_conted_3 | |
| I0330 00:58:45.807476 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.807485 10583 net.cpp:165] Memory required for data: 5113920 | |
| I0330 00:58:45.807495 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_4 | |
| I0330 00:58:45.807510 10583 net.cpp:106] Creating Layer loss2/lstm_transform_4 | |
| I0330 00:58:45.807521 10583 net.cpp:454] loss2/lstm_transform_4 <- h_conted_3 | |
| I0330 00:58:45.807536 10583 net.cpp:411] loss2/lstm_transform_4 -> W_hc_h_3 | |
| I0330 00:58:45.815747 10583 net.cpp:150] Setting up loss2/lstm_transform_4 | |
| I0330 00:58:45.815783 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.815795 10583 net.cpp:165] Memory required for data: 5179456 | |
| I0330 00:58:45.815807 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.815819 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_4 | |
| I0330 00:58:45.815834 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_4 | |
| I0330 00:58:45.815846 10583 net.cpp:454] loss2/lstm_gate_input_4 <- W_hc_h_3 | |
| I0330 00:58:45.815858 10583 net.cpp:454] loss2/lstm_gate_input_4 <- W_xc_x_4 | |
| I0330 00:58:45.815871 10583 net.cpp:454] loss2/lstm_gate_input_4 <- W_xc_x_static_loss2/lstm__0_split_3 | |
| I0330 00:58:45.815884 10583 net.cpp:411] loss2/lstm_gate_input_4 -> gate_input_4 | |
| I0330 00:58:45.815925 10583 net.cpp:150] Setting up loss2/lstm_gate_input_4 | |
| I0330 00:58:45.815943 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.815953 10583 net.cpp:165] Memory required for data: 5244992 | |
| I0330 00:58:45.815963 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_4 | |
| I0330 00:58:45.815976 10583 net.cpp:106] Creating Layer loss2/lstm_unit_4 | |
| I0330 00:58:45.815987 10583 net.cpp:454] loss2/lstm_unit_4 <- c_3 | |
| I0330 00:58:45.816000 10583 net.cpp:454] loss2/lstm_unit_4 <- gate_input_4 | |
| I0330 00:58:45.816012 10583 net.cpp:454] loss2/lstm_unit_4 <- cont_4_loss2/lstm_cont_slice_3_split_1 | |
| I0330 00:58:45.816028 10583 net.cpp:411] loss2/lstm_unit_4 -> c_4 | |
| I0330 00:58:45.816043 10583 net.cpp:411] loss2/lstm_unit_4 -> h_4 | |
| I0330 00:58:45.816102 10583 net.cpp:150] Setting up loss2/lstm_unit_4 | |
| I0330 00:58:45.816118 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.816129 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.816139 10583 net.cpp:165] Memory required for data: 5277760 | |
| I0330 00:58:45.816149 10583 layer_factory.hpp:77] Creating layer h_4_loss2/lstm_unit_4_1_split | |
| I0330 00:58:45.816165 10583 net.cpp:106] Creating Layer h_4_loss2/lstm_unit_4_1_split | |
| I0330 00:58:45.816176 10583 net.cpp:454] h_4_loss2/lstm_unit_4_1_split <- h_4 | |
| I0330 00:58:45.816190 10583 net.cpp:411] h_4_loss2/lstm_unit_4_1_split -> h_4_loss2/lstm_unit_4_1_split_0 | |
| I0330 00:58:45.816203 10583 net.cpp:411] h_4_loss2/lstm_unit_4_1_split -> h_4_loss2/lstm_unit_4_1_split_1 | |
| I0330 00:58:45.816248 10583 net.cpp:150] Setting up h_4_loss2/lstm_unit_4_1_split | |
| I0330 00:58:45.816264 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.816277 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.816285 10583 net.cpp:165] Memory required for data: 5310528 | |
| I0330 00:58:45.816296 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_4 | |
| I0330 00:58:45.816311 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_4 | |
| I0330 00:58:45.816323 10583 net.cpp:454] loss2/lstm_h_conted_4 <- h_4_loss2/lstm_unit_4_1_split_0 | |
| I0330 00:58:45.816335 10583 net.cpp:454] loss2/lstm_h_conted_4 <- cont_5_loss2/lstm_cont_slice_4_split_0 | |
| I0330 00:58:45.816349 10583 net.cpp:411] loss2/lstm_h_conted_4 -> h_conted_4 | |
| I0330 00:58:45.816442 10583 net.cpp:150] Setting up loss2/lstm_h_conted_4 | |
| I0330 00:58:45.816460 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.816470 10583 net.cpp:165] Memory required for data: 5326912 | |
| I0330 00:58:45.816480 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_5 | |
| I0330 00:58:45.816495 10583 net.cpp:106] Creating Layer loss2/lstm_transform_5 | |
| I0330 00:58:45.816506 10583 net.cpp:454] loss2/lstm_transform_5 <- h_conted_4 | |
| I0330 00:58:45.816519 10583 net.cpp:411] loss2/lstm_transform_5 -> W_hc_h_4 | |
| I0330 00:58:45.824795 10583 net.cpp:150] Setting up loss2/lstm_transform_5 | |
| I0330 00:58:45.824827 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.824839 10583 net.cpp:165] Memory required for data: 5392448 | |
| I0330 00:58:45.824851 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.824863 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_5 | |
| I0330 00:58:45.824877 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_5 | |
| I0330 00:58:45.824888 10583 net.cpp:454] loss2/lstm_gate_input_5 <- W_hc_h_4 | |
| I0330 00:58:45.824900 10583 net.cpp:454] loss2/lstm_gate_input_5 <- W_xc_x_5 | |
| I0330 00:58:45.824913 10583 net.cpp:454] loss2/lstm_gate_input_5 <- W_xc_x_static_loss2/lstm__0_split_4 | |
| I0330 00:58:45.824926 10583 net.cpp:411] loss2/lstm_gate_input_5 -> gate_input_5 | |
| I0330 00:58:45.824967 10583 net.cpp:150] Setting up loss2/lstm_gate_input_5 | |
| I0330 00:58:45.824985 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.824995 10583 net.cpp:165] Memory required for data: 5457984 | |
| I0330 00:58:45.825004 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_5 | |
| I0330 00:58:45.825017 10583 net.cpp:106] Creating Layer loss2/lstm_unit_5 | |
| I0330 00:58:45.825031 10583 net.cpp:454] loss2/lstm_unit_5 <- c_4 | |
| I0330 00:58:45.825042 10583 net.cpp:454] loss2/lstm_unit_5 <- gate_input_5 | |
| I0330 00:58:45.825054 10583 net.cpp:454] loss2/lstm_unit_5 <- cont_5_loss2/lstm_cont_slice_4_split_1 | |
| I0330 00:58:45.825067 10583 net.cpp:411] loss2/lstm_unit_5 -> c_5 | |
| I0330 00:58:45.825081 10583 net.cpp:411] loss2/lstm_unit_5 -> h_5 | |
| I0330 00:58:45.825145 10583 net.cpp:150] Setting up loss2/lstm_unit_5 | |
| I0330 00:58:45.825161 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.825173 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.825182 10583 net.cpp:165] Memory required for data: 5490752 | |
| I0330 00:58:45.825192 10583 layer_factory.hpp:77] Creating layer h_5_loss2/lstm_unit_5_1_split | |
| I0330 00:58:45.825207 10583 net.cpp:106] Creating Layer h_5_loss2/lstm_unit_5_1_split | |
| I0330 00:58:45.825218 10583 net.cpp:454] h_5_loss2/lstm_unit_5_1_split <- h_5 | |
| I0330 00:58:45.825232 10583 net.cpp:411] h_5_loss2/lstm_unit_5_1_split -> h_5_loss2/lstm_unit_5_1_split_0 | |
| I0330 00:58:45.825245 10583 net.cpp:411] h_5_loss2/lstm_unit_5_1_split -> h_5_loss2/lstm_unit_5_1_split_1 | |
| I0330 00:58:45.825291 10583 net.cpp:150] Setting up h_5_loss2/lstm_unit_5_1_split | |
| I0330 00:58:45.825309 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.825320 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.825328 10583 net.cpp:165] Memory required for data: 5523520 | |
| I0330 00:58:45.825340 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_5 | |
| I0330 00:58:45.825356 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_5 | |
| I0330 00:58:45.825366 10583 net.cpp:454] loss2/lstm_h_conted_5 <- h_5_loss2/lstm_unit_5_1_split_0 | |
| I0330 00:58:45.825379 10583 net.cpp:454] loss2/lstm_h_conted_5 <- cont_6_loss2/lstm_cont_slice_5_split_0 | |
| I0330 00:58:45.825392 10583 net.cpp:411] loss2/lstm_h_conted_5 -> h_conted_5 | |
| I0330 00:58:45.825481 10583 net.cpp:150] Setting up loss2/lstm_h_conted_5 | |
| I0330 00:58:45.825503 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.825515 10583 net.cpp:165] Memory required for data: 5539904 | |
| I0330 00:58:45.825525 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_6 | |
| I0330 00:58:45.825541 10583 net.cpp:106] Creating Layer loss2/lstm_transform_6 | |
| I0330 00:58:45.825553 10583 net.cpp:454] loss2/lstm_transform_6 <- h_conted_5 | |
| I0330 00:58:45.825587 10583 net.cpp:411] loss2/lstm_transform_6 -> W_hc_h_5 | |
| I0330 00:58:45.834187 10583 net.cpp:150] Setting up loss2/lstm_transform_6 | |
| I0330 00:58:45.834262 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.834275 10583 net.cpp:165] Memory required for data: 5605440 | |
| I0330 00:58:45.834295 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.834311 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_6 | |
| I0330 00:58:45.834331 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_6 | |
| I0330 00:58:45.834343 10583 net.cpp:454] loss2/lstm_gate_input_6 <- W_hc_h_5 | |
| I0330 00:58:45.834358 10583 net.cpp:454] loss2/lstm_gate_input_6 <- W_xc_x_6 | |
| I0330 00:58:45.834372 10583 net.cpp:454] loss2/lstm_gate_input_6 <- W_xc_x_static_loss2/lstm__0_split_5 | |
| I0330 00:58:45.834388 10583 net.cpp:411] loss2/lstm_gate_input_6 -> gate_input_6 | |
| I0330 00:58:45.834450 10583 net.cpp:150] Setting up loss2/lstm_gate_input_6 | |
| I0330 00:58:45.834467 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.834477 10583 net.cpp:165] Memory required for data: 5670976 | |
| I0330 00:58:45.834487 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_6 | |
| I0330 00:58:45.834511 10583 net.cpp:106] Creating Layer loss2/lstm_unit_6 | |
| I0330 00:58:45.834523 10583 net.cpp:454] loss2/lstm_unit_6 <- c_5 | |
| I0330 00:58:45.834535 10583 net.cpp:454] loss2/lstm_unit_6 <- gate_input_6 | |
| I0330 00:58:45.834547 10583 net.cpp:454] loss2/lstm_unit_6 <- cont_6_loss2/lstm_cont_slice_5_split_1 | |
| I0330 00:58:45.834561 10583 net.cpp:411] loss2/lstm_unit_6 -> c_6 | |
| I0330 00:58:45.834575 10583 net.cpp:411] loss2/lstm_unit_6 -> h_6 | |
| I0330 00:58:45.834635 10583 net.cpp:150] Setting up loss2/lstm_unit_6 | |
| I0330 00:58:45.834651 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.834663 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.834672 10583 net.cpp:165] Memory required for data: 5703744 | |
| I0330 00:58:45.834683 10583 layer_factory.hpp:77] Creating layer h_6_loss2/lstm_unit_6_1_split | |
| I0330 00:58:45.834698 10583 net.cpp:106] Creating Layer h_6_loss2/lstm_unit_6_1_split | |
| I0330 00:58:45.834710 10583 net.cpp:454] h_6_loss2/lstm_unit_6_1_split <- h_6 | |
| I0330 00:58:45.834723 10583 net.cpp:411] h_6_loss2/lstm_unit_6_1_split -> h_6_loss2/lstm_unit_6_1_split_0 | |
| I0330 00:58:45.834738 10583 net.cpp:411] h_6_loss2/lstm_unit_6_1_split -> h_6_loss2/lstm_unit_6_1_split_1 | |
| I0330 00:58:45.834785 10583 net.cpp:150] Setting up h_6_loss2/lstm_unit_6_1_split | |
| I0330 00:58:45.834801 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.834813 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.834827 10583 net.cpp:165] Memory required for data: 5736512 | |
| I0330 00:58:45.834837 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_6 | |
| I0330 00:58:45.834854 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_6 | |
| I0330 00:58:45.834867 10583 net.cpp:454] loss2/lstm_h_conted_6 <- h_6_loss2/lstm_unit_6_1_split_0 | |
| I0330 00:58:45.834887 10583 net.cpp:454] loss2/lstm_h_conted_6 <- cont_7_loss2/lstm_cont_slice_6_split_0 | |
| I0330 00:58:45.834899 10583 net.cpp:411] loss2/lstm_h_conted_6 -> h_conted_6 | |
| I0330 00:58:45.835027 10583 net.cpp:150] Setting up loss2/lstm_h_conted_6 | |
| I0330 00:58:45.835047 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.835057 10583 net.cpp:165] Memory required for data: 5752896 | |
| I0330 00:58:45.835067 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_7 | |
| I0330 00:58:45.835086 10583 net.cpp:106] Creating Layer loss2/lstm_transform_7 | |
| I0330 00:58:45.835098 10583 net.cpp:454] loss2/lstm_transform_7 <- h_conted_6 | |
| I0330 00:58:45.835111 10583 net.cpp:411] loss2/lstm_transform_7 -> W_hc_h_6 | |
| I0330 00:58:45.843566 10583 net.cpp:150] Setting up loss2/lstm_transform_7 | |
| I0330 00:58:45.843632 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.843646 10583 net.cpp:165] Memory required for data: 5818432 | |
| I0330 00:58:45.843662 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.843674 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_7 | |
| I0330 00:58:45.843734 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_7 | |
| I0330 00:58:45.843747 10583 net.cpp:454] loss2/lstm_gate_input_7 <- W_hc_h_6 | |
| I0330 00:58:45.843762 10583 net.cpp:454] loss2/lstm_gate_input_7 <- W_xc_x_7 | |
| I0330 00:58:45.843775 10583 net.cpp:454] loss2/lstm_gate_input_7 <- W_xc_x_static_loss2/lstm__0_split_6 | |
| I0330 00:58:45.843791 10583 net.cpp:411] loss2/lstm_gate_input_7 -> gate_input_7 | |
| I0330 00:58:45.843852 10583 net.cpp:150] Setting up loss2/lstm_gate_input_7 | |
| I0330 00:58:45.843869 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.843879 10583 net.cpp:165] Memory required for data: 5883968 | |
| I0330 00:58:45.843889 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_7 | |
| I0330 00:58:45.843904 10583 net.cpp:106] Creating Layer loss2/lstm_unit_7 | |
| I0330 00:58:45.843914 10583 net.cpp:454] loss2/lstm_unit_7 <- c_6 | |
| I0330 00:58:45.843926 10583 net.cpp:454] loss2/lstm_unit_7 <- gate_input_7 | |
| I0330 00:58:45.843938 10583 net.cpp:454] loss2/lstm_unit_7 <- cont_7_loss2/lstm_cont_slice_6_split_1 | |
| I0330 00:58:45.843951 10583 net.cpp:411] loss2/lstm_unit_7 -> c_7 | |
| I0330 00:58:45.843966 10583 net.cpp:411] loss2/lstm_unit_7 -> h_7 | |
| I0330 00:58:45.844027 10583 net.cpp:150] Setting up loss2/lstm_unit_7 | |
| I0330 00:58:45.844043 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.844054 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.844064 10583 net.cpp:165] Memory required for data: 5916736 | |
| I0330 00:58:45.844074 10583 layer_factory.hpp:77] Creating layer h_7_loss2/lstm_unit_7_1_split | |
| I0330 00:58:45.844090 10583 net.cpp:106] Creating Layer h_7_loss2/lstm_unit_7_1_split | |
| I0330 00:58:45.844101 10583 net.cpp:454] h_7_loss2/lstm_unit_7_1_split <- h_7 | |
| I0330 00:58:45.844115 10583 net.cpp:411] h_7_loss2/lstm_unit_7_1_split -> h_7_loss2/lstm_unit_7_1_split_0 | |
| I0330 00:58:45.844127 10583 net.cpp:411] h_7_loss2/lstm_unit_7_1_split -> h_7_loss2/lstm_unit_7_1_split_1 | |
| I0330 00:58:45.844174 10583 net.cpp:150] Setting up h_7_loss2/lstm_unit_7_1_split | |
| I0330 00:58:45.844190 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.844202 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.844211 10583 net.cpp:165] Memory required for data: 5949504 | |
| I0330 00:58:45.844221 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_7 | |
| I0330 00:58:45.844238 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_7 | |
| I0330 00:58:45.844249 10583 net.cpp:454] loss2/lstm_h_conted_7 <- h_7_loss2/lstm_unit_7_1_split_0 | |
| I0330 00:58:45.844261 10583 net.cpp:454] loss2/lstm_h_conted_7 <- cont_8_loss2/lstm_cont_slice_7_split_0 | |
| I0330 00:58:45.844274 10583 net.cpp:411] loss2/lstm_h_conted_7 -> h_conted_7 | |
| I0330 00:58:45.844383 10583 net.cpp:150] Setting up loss2/lstm_h_conted_7 | |
| I0330 00:58:45.844401 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.844415 10583 net.cpp:165] Memory required for data: 5965888 | |
| I0330 00:58:45.844425 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_8 | |
| I0330 00:58:45.844454 10583 net.cpp:106] Creating Layer loss2/lstm_transform_8 | |
| I0330 00:58:45.844466 10583 net.cpp:454] loss2/lstm_transform_8 <- h_conted_7 | |
| I0330 00:58:45.844482 10583 net.cpp:411] loss2/lstm_transform_8 -> W_hc_h_7 | |
| I0330 00:58:45.853081 10583 net.cpp:150] Setting up loss2/lstm_transform_8 | |
| I0330 00:58:45.853159 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.853173 10583 net.cpp:165] Memory required for data: 6031424 | |
| I0330 00:58:45.853188 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.853204 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_8 | |
| I0330 00:58:45.853224 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_8 | |
| I0330 00:58:45.853237 10583 net.cpp:454] loss2/lstm_gate_input_8 <- W_hc_h_7 | |
| I0330 00:58:45.853251 10583 net.cpp:454] loss2/lstm_gate_input_8 <- W_xc_x_8 | |
| I0330 00:58:45.853266 10583 net.cpp:454] loss2/lstm_gate_input_8 <- W_xc_x_static_loss2/lstm__0_split_7 | |
| I0330 00:58:45.853282 10583 net.cpp:411] loss2/lstm_gate_input_8 -> gate_input_8 | |
| I0330 00:58:45.853371 10583 net.cpp:150] Setting up loss2/lstm_gate_input_8 | |
| I0330 00:58:45.853389 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.853399 10583 net.cpp:165] Memory required for data: 6096960 | |
| I0330 00:58:45.853410 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_8 | |
| I0330 00:58:45.853423 10583 net.cpp:106] Creating Layer loss2/lstm_unit_8 | |
| I0330 00:58:45.853435 10583 net.cpp:454] loss2/lstm_unit_8 <- c_7 | |
| I0330 00:58:45.853447 10583 net.cpp:454] loss2/lstm_unit_8 <- gate_input_8 | |
| I0330 00:58:45.853461 10583 net.cpp:454] loss2/lstm_unit_8 <- cont_8_loss2/lstm_cont_slice_7_split_1 | |
| I0330 00:58:45.853474 10583 net.cpp:411] loss2/lstm_unit_8 -> c_8 | |
| I0330 00:58:45.853488 10583 net.cpp:411] loss2/lstm_unit_8 -> h_8 | |
| I0330 00:58:45.853549 10583 net.cpp:150] Setting up loss2/lstm_unit_8 | |
| I0330 00:58:45.853566 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.853577 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.853588 10583 net.cpp:165] Memory required for data: 6129728 | |
| I0330 00:58:45.853600 10583 layer_factory.hpp:77] Creating layer h_8_loss2/lstm_unit_8_1_split | |
| I0330 00:58:45.853612 10583 net.cpp:106] Creating Layer h_8_loss2/lstm_unit_8_1_split | |
| I0330 00:58:45.853623 10583 net.cpp:454] h_8_loss2/lstm_unit_8_1_split <- h_8 | |
| I0330 00:58:45.853637 10583 net.cpp:411] h_8_loss2/lstm_unit_8_1_split -> h_8_loss2/lstm_unit_8_1_split_0 | |
| I0330 00:58:45.853651 10583 net.cpp:411] h_8_loss2/lstm_unit_8_1_split -> h_8_loss2/lstm_unit_8_1_split_1 | |
| I0330 00:58:45.853698 10583 net.cpp:150] Setting up h_8_loss2/lstm_unit_8_1_split | |
| I0330 00:58:45.853716 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.853727 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.853737 10583 net.cpp:165] Memory required for data: 6162496 | |
| I0330 00:58:45.853747 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_8 | |
| I0330 00:58:45.853762 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_8 | |
| I0330 00:58:45.853773 10583 net.cpp:454] loss2/lstm_h_conted_8 <- h_8_loss2/lstm_unit_8_1_split_0 | |
| I0330 00:58:45.853785 10583 net.cpp:454] loss2/lstm_h_conted_8 <- cont_9_loss2/lstm_cont_slice_8_split_0 | |
| I0330 00:58:45.853797 10583 net.cpp:411] loss2/lstm_h_conted_8 -> h_conted_8 | |
| I0330 00:58:45.853916 10583 net.cpp:150] Setting up loss2/lstm_h_conted_8 | |
| I0330 00:58:45.853943 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.853953 10583 net.cpp:165] Memory required for data: 6178880 | |
| I0330 00:58:45.853963 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_9 | |
| I0330 00:58:45.853981 10583 net.cpp:106] Creating Layer loss2/lstm_transform_9 | |
| I0330 00:58:45.853992 10583 net.cpp:454] loss2/lstm_transform_9 <- h_conted_8 | |
| I0330 00:58:45.854008 10583 net.cpp:411] loss2/lstm_transform_9 -> W_hc_h_8 | |
| I0330 00:58:45.862483 10583 net.cpp:150] Setting up loss2/lstm_transform_9 | |
| I0330 00:58:45.862542 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.862555 10583 net.cpp:165] Memory required for data: 6244416 | |
| I0330 00:58:45.862571 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.862584 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_9 | |
| I0330 00:58:45.862603 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_9 | |
| I0330 00:58:45.862617 10583 net.cpp:454] loss2/lstm_gate_input_9 <- W_hc_h_8 | |
| I0330 00:58:45.862632 10583 net.cpp:454] loss2/lstm_gate_input_9 <- W_xc_x_9 | |
| I0330 00:58:45.862645 10583 net.cpp:454] loss2/lstm_gate_input_9 <- W_xc_x_static_loss2/lstm__0_split_8 | |
| I0330 00:58:45.862668 10583 net.cpp:411] loss2/lstm_gate_input_9 -> gate_input_9 | |
| I0330 00:58:45.862728 10583 net.cpp:150] Setting up loss2/lstm_gate_input_9 | |
| I0330 00:58:45.862746 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.862756 10583 net.cpp:165] Memory required for data: 6309952 | |
| I0330 00:58:45.862766 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_9 | |
| I0330 00:58:45.862779 10583 net.cpp:106] Creating Layer loss2/lstm_unit_9 | |
| I0330 00:58:45.862792 10583 net.cpp:454] loss2/lstm_unit_9 <- c_8 | |
| I0330 00:58:45.862803 10583 net.cpp:454] loss2/lstm_unit_9 <- gate_input_9 | |
| I0330 00:58:45.862854 10583 net.cpp:454] loss2/lstm_unit_9 <- cont_9_loss2/lstm_cont_slice_8_split_1 | |
| I0330 00:58:45.862869 10583 net.cpp:411] loss2/lstm_unit_9 -> c_9 | |
| I0330 00:58:45.862891 10583 net.cpp:411] loss2/lstm_unit_9 -> h_9 | |
| I0330 00:58:45.862963 10583 net.cpp:150] Setting up loss2/lstm_unit_9 | |
| I0330 00:58:45.862999 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.863013 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.863023 10583 net.cpp:165] Memory required for data: 6342720 | |
| I0330 00:58:45.863032 10583 layer_factory.hpp:77] Creating layer h_9_loss2/lstm_unit_9_1_split | |
| I0330 00:58:45.863046 10583 net.cpp:106] Creating Layer h_9_loss2/lstm_unit_9_1_split | |
| I0330 00:58:45.863057 10583 net.cpp:454] h_9_loss2/lstm_unit_9_1_split <- h_9 | |
| I0330 00:58:45.863070 10583 net.cpp:411] h_9_loss2/lstm_unit_9_1_split -> h_9_loss2/lstm_unit_9_1_split_0 | |
| I0330 00:58:45.863085 10583 net.cpp:411] h_9_loss2/lstm_unit_9_1_split -> h_9_loss2/lstm_unit_9_1_split_1 | |
| I0330 00:58:45.863134 10583 net.cpp:150] Setting up h_9_loss2/lstm_unit_9_1_split | |
| I0330 00:58:45.863152 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.863164 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.863174 10583 net.cpp:165] Memory required for data: 6375488 | |
| I0330 00:58:45.863184 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_9 | |
| I0330 00:58:45.863198 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_9 | |
| I0330 00:58:45.863209 10583 net.cpp:454] loss2/lstm_h_conted_9 <- h_9_loss2/lstm_unit_9_1_split_0 | |
| I0330 00:58:45.863222 10583 net.cpp:454] loss2/lstm_h_conted_9 <- cont_10_loss2/lstm_cont_slice_9_split_0 | |
| I0330 00:58:45.863235 10583 net.cpp:411] loss2/lstm_h_conted_9 -> h_conted_9 | |
| I0330 00:58:45.863348 10583 net.cpp:150] Setting up loss2/lstm_h_conted_9 | |
| I0330 00:58:45.863368 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.863378 10583 net.cpp:165] Memory required for data: 6391872 | |
| I0330 00:58:45.863389 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_10 | |
| I0330 00:58:45.863404 10583 net.cpp:106] Creating Layer loss2/lstm_transform_10 | |
| I0330 00:58:45.863415 10583 net.cpp:454] loss2/lstm_transform_10 <- h_conted_9 | |
| I0330 00:58:45.863430 10583 net.cpp:411] loss2/lstm_transform_10 -> W_hc_h_9 | |
| I0330 00:58:45.871930 10583 net.cpp:150] Setting up loss2/lstm_transform_10 | |
| I0330 00:58:45.871996 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.872009 10583 net.cpp:165] Memory required for data: 6457408 | |
| I0330 00:58:45.872026 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.872040 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_10 | |
| I0330 00:58:45.872061 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_10 | |
| I0330 00:58:45.872073 10583 net.cpp:454] loss2/lstm_gate_input_10 <- W_hc_h_9 | |
| I0330 00:58:45.872087 10583 net.cpp:454] loss2/lstm_gate_input_10 <- W_xc_x_10 | |
| I0330 00:58:45.872102 10583 net.cpp:454] loss2/lstm_gate_input_10 <- W_xc_x_static_loss2/lstm__0_split_9 | |
| I0330 00:58:45.872117 10583 net.cpp:411] loss2/lstm_gate_input_10 -> gate_input_10 | |
| I0330 00:58:45.872170 10583 net.cpp:150] Setting up loss2/lstm_gate_input_10 | |
| I0330 00:58:45.872189 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.872200 10583 net.cpp:165] Memory required for data: 6522944 | |
| I0330 00:58:45.872210 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_10 | |
| I0330 00:58:45.872225 10583 net.cpp:106] Creating Layer loss2/lstm_unit_10 | |
| I0330 00:58:45.872236 10583 net.cpp:454] loss2/lstm_unit_10 <- c_9 | |
| I0330 00:58:45.872248 10583 net.cpp:454] loss2/lstm_unit_10 <- gate_input_10 | |
| I0330 00:58:45.872261 10583 net.cpp:454] loss2/lstm_unit_10 <- cont_10_loss2/lstm_cont_slice_9_split_1 | |
| I0330 00:58:45.872274 10583 net.cpp:411] loss2/lstm_unit_10 -> c_10 | |
| I0330 00:58:45.872288 10583 net.cpp:411] loss2/lstm_unit_10 -> h_10 | |
| I0330 00:58:45.872349 10583 net.cpp:150] Setting up loss2/lstm_unit_10 | |
| I0330 00:58:45.872365 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.872377 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.872421 10583 net.cpp:165] Memory required for data: 6555712 | |
| I0330 00:58:45.872431 10583 layer_factory.hpp:77] Creating layer h_10_loss2/lstm_unit_10_1_split | |
| I0330 00:58:45.872447 10583 net.cpp:106] Creating Layer h_10_loss2/lstm_unit_10_1_split | |
| I0330 00:58:45.872459 10583 net.cpp:454] h_10_loss2/lstm_unit_10_1_split <- h_10 | |
| I0330 00:58:45.872473 10583 net.cpp:411] h_10_loss2/lstm_unit_10_1_split -> h_10_loss2/lstm_unit_10_1_split_0 | |
| I0330 00:58:45.872488 10583 net.cpp:411] h_10_loss2/lstm_unit_10_1_split -> h_10_loss2/lstm_unit_10_1_split_1 | |
| I0330 00:58:45.872537 10583 net.cpp:150] Setting up h_10_loss2/lstm_unit_10_1_split | |
| I0330 00:58:45.872555 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.872565 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.872575 10583 net.cpp:165] Memory required for data: 6588480 | |
| I0330 00:58:45.872586 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_10 | |
| I0330 00:58:45.872602 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_10 | |
| I0330 00:58:45.872614 10583 net.cpp:454] loss2/lstm_h_conted_10 <- h_10_loss2/lstm_unit_10_1_split_0 | |
| I0330 00:58:45.872627 10583 net.cpp:454] loss2/lstm_h_conted_10 <- cont_11_loss2/lstm_cont_slice_10_split_0 | |
| I0330 00:58:45.872640 10583 net.cpp:411] loss2/lstm_h_conted_10 -> h_conted_10 | |
| I0330 00:58:45.872753 10583 net.cpp:150] Setting up loss2/lstm_h_conted_10 | |
| I0330 00:58:45.872772 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.872782 10583 net.cpp:165] Memory required for data: 6604864 | |
| I0330 00:58:45.872797 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_11 | |
| I0330 00:58:45.872817 10583 net.cpp:106] Creating Layer loss2/lstm_transform_11 | |
| I0330 00:58:45.872829 10583 net.cpp:454] loss2/lstm_transform_11 <- h_conted_10 | |
| I0330 00:58:45.872843 10583 net.cpp:411] loss2/lstm_transform_11 -> W_hc_h_10 | |
| I0330 00:58:45.881379 10583 net.cpp:150] Setting up loss2/lstm_transform_11 | |
| I0330 00:58:45.881430 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.881443 10583 net.cpp:165] Memory required for data: 6670400 | |
| I0330 00:58:45.881458 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.881469 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_11 | |
| I0330 00:58:45.881489 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_11 | |
| I0330 00:58:45.881500 10583 net.cpp:454] loss2/lstm_gate_input_11 <- W_hc_h_10 | |
| I0330 00:58:45.881515 10583 net.cpp:454] loss2/lstm_gate_input_11 <- W_xc_x_11 | |
| I0330 00:58:45.881527 10583 net.cpp:454] loss2/lstm_gate_input_11 <- W_xc_x_static_loss2/lstm__0_split_10 | |
| I0330 00:58:45.881542 10583 net.cpp:411] loss2/lstm_gate_input_11 -> gate_input_11 | |
| I0330 00:58:45.881593 10583 net.cpp:150] Setting up loss2/lstm_gate_input_11 | |
| I0330 00:58:45.881610 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.881620 10583 net.cpp:165] Memory required for data: 6735936 | |
| I0330 00:58:45.881630 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_11 | |
| I0330 00:58:45.881645 10583 net.cpp:106] Creating Layer loss2/lstm_unit_11 | |
| I0330 00:58:45.881657 10583 net.cpp:454] loss2/lstm_unit_11 <- c_10 | |
| I0330 00:58:45.881670 10583 net.cpp:454] loss2/lstm_unit_11 <- gate_input_11 | |
| I0330 00:58:45.881682 10583 net.cpp:454] loss2/lstm_unit_11 <- cont_11_loss2/lstm_cont_slice_10_split_1 | |
| I0330 00:58:45.881695 10583 net.cpp:411] loss2/lstm_unit_11 -> c_11 | |
| I0330 00:58:45.881711 10583 net.cpp:411] loss2/lstm_unit_11 -> h_11 | |
| I0330 00:58:45.881770 10583 net.cpp:150] Setting up loss2/lstm_unit_11 | |
| I0330 00:58:45.881786 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.881801 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.881813 10583 net.cpp:165] Memory required for data: 6768704 | |
| I0330 00:58:45.881822 10583 layer_factory.hpp:77] Creating layer h_11_loss2/lstm_unit_11_1_split | |
| I0330 00:58:45.881836 10583 net.cpp:106] Creating Layer h_11_loss2/lstm_unit_11_1_split | |
| I0330 00:58:45.881846 10583 net.cpp:454] h_11_loss2/lstm_unit_11_1_split <- h_11 | |
| I0330 00:58:45.881860 10583 net.cpp:411] h_11_loss2/lstm_unit_11_1_split -> h_11_loss2/lstm_unit_11_1_split_0 | |
| I0330 00:58:45.881901 10583 net.cpp:411] h_11_loss2/lstm_unit_11_1_split -> h_11_loss2/lstm_unit_11_1_split_1 | |
| I0330 00:58:45.881954 10583 net.cpp:150] Setting up h_11_loss2/lstm_unit_11_1_split | |
| I0330 00:58:45.881973 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.881985 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.881994 10583 net.cpp:165] Memory required for data: 6801472 | |
| I0330 00:58:45.882004 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_11 | |
| I0330 00:58:45.882019 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_11 | |
| I0330 00:58:45.882030 10583 net.cpp:454] loss2/lstm_h_conted_11 <- h_11_loss2/lstm_unit_11_1_split_0 | |
| I0330 00:58:45.882042 10583 net.cpp:454] loss2/lstm_h_conted_11 <- cont_12_loss2/lstm_cont_slice_11_split_0 | |
| I0330 00:58:45.882055 10583 net.cpp:411] loss2/lstm_h_conted_11 -> h_conted_11 | |
| I0330 00:58:45.882154 10583 net.cpp:150] Setting up loss2/lstm_h_conted_11 | |
| I0330 00:58:45.882174 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.882184 10583 net.cpp:165] Memory required for data: 6817856 | |
| I0330 00:58:45.882194 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_12 | |
| I0330 00:58:45.882210 10583 net.cpp:106] Creating Layer loss2/lstm_transform_12 | |
| I0330 00:58:45.882220 10583 net.cpp:454] loss2/lstm_transform_12 <- h_conted_11 | |
| I0330 00:58:45.882235 10583 net.cpp:411] loss2/lstm_transform_12 -> W_hc_h_11 | |
| I0330 00:58:45.890485 10583 net.cpp:150] Setting up loss2/lstm_transform_12 | |
| I0330 00:58:45.890516 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.890527 10583 net.cpp:165] Memory required for data: 6883392 | |
| I0330 00:58:45.890539 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.890550 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_12 | |
| I0330 00:58:45.890564 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_12 | |
| I0330 00:58:45.890575 10583 net.cpp:454] loss2/lstm_gate_input_12 <- W_hc_h_11 | |
| I0330 00:58:45.890588 10583 net.cpp:454] loss2/lstm_gate_input_12 <- W_xc_x_12 | |
| I0330 00:58:45.890600 10583 net.cpp:454] loss2/lstm_gate_input_12 <- W_xc_x_static_loss2/lstm__0_split_11 | |
| I0330 00:58:45.890614 10583 net.cpp:411] loss2/lstm_gate_input_12 -> gate_input_12 | |
| I0330 00:58:45.890653 10583 net.cpp:150] Setting up loss2/lstm_gate_input_12 | |
| I0330 00:58:45.890674 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.890684 10583 net.cpp:165] Memory required for data: 6948928 | |
| I0330 00:58:45.890694 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_12 | |
| I0330 00:58:45.890707 10583 net.cpp:106] Creating Layer loss2/lstm_unit_12 | |
| I0330 00:58:45.890718 10583 net.cpp:454] loss2/lstm_unit_12 <- c_11 | |
| I0330 00:58:45.890732 10583 net.cpp:454] loss2/lstm_unit_12 <- gate_input_12 | |
| I0330 00:58:45.890743 10583 net.cpp:454] loss2/lstm_unit_12 <- cont_12_loss2/lstm_cont_slice_11_split_1 | |
| I0330 00:58:45.890756 10583 net.cpp:411] loss2/lstm_unit_12 -> c_12 | |
| I0330 00:58:45.890771 10583 net.cpp:411] loss2/lstm_unit_12 -> h_12 | |
| I0330 00:58:45.890838 10583 net.cpp:150] Setting up loss2/lstm_unit_12 | |
| I0330 00:58:45.890854 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.890866 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.890877 10583 net.cpp:165] Memory required for data: 6981696 | |
| I0330 00:58:45.890887 10583 layer_factory.hpp:77] Creating layer h_12_loss2/lstm_unit_12_1_split | |
| I0330 00:58:45.890900 10583 net.cpp:106] Creating Layer h_12_loss2/lstm_unit_12_1_split | |
| I0330 00:58:45.890913 10583 net.cpp:454] h_12_loss2/lstm_unit_12_1_split <- h_12 | |
| I0330 00:58:45.890924 10583 net.cpp:411] h_12_loss2/lstm_unit_12_1_split -> h_12_loss2/lstm_unit_12_1_split_0 | |
| I0330 00:58:45.890938 10583 net.cpp:411] h_12_loss2/lstm_unit_12_1_split -> h_12_loss2/lstm_unit_12_1_split_1 | |
| I0330 00:58:45.891000 10583 net.cpp:150] Setting up h_12_loss2/lstm_unit_12_1_split | |
| I0330 00:58:45.891017 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.891028 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.891052 10583 net.cpp:165] Memory required for data: 7014464 | |
| I0330 00:58:45.891062 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_12 | |
| I0330 00:58:45.891078 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_12 | |
| I0330 00:58:45.891090 10583 net.cpp:454] loss2/lstm_h_conted_12 <- h_12_loss2/lstm_unit_12_1_split_0 | |
| I0330 00:58:45.891103 10583 net.cpp:454] loss2/lstm_h_conted_12 <- cont_13_loss2/lstm_cont_slice_12_split_0 | |
| I0330 00:58:45.891118 10583 net.cpp:411] loss2/lstm_h_conted_12 -> h_conted_12 | |
| I0330 00:58:45.891201 10583 net.cpp:150] Setting up loss2/lstm_h_conted_12 | |
| I0330 00:58:45.891218 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.891228 10583 net.cpp:165] Memory required for data: 7030848 | |
| I0330 00:58:45.891238 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_13 | |
| I0330 00:58:45.891255 10583 net.cpp:106] Creating Layer loss2/lstm_transform_13 | |
| I0330 00:58:45.891268 10583 net.cpp:454] loss2/lstm_transform_13 <- h_conted_12 | |
| I0330 00:58:45.891280 10583 net.cpp:411] loss2/lstm_transform_13 -> W_hc_h_12 | |
| I0330 00:58:45.899752 10583 net.cpp:150] Setting up loss2/lstm_transform_13 | |
| I0330 00:58:45.899832 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.899849 10583 net.cpp:165] Memory required for data: 7096384 | |
| I0330 00:58:45.899866 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.899879 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_13 | |
| I0330 00:58:45.899900 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_13 | |
| I0330 00:58:45.899914 10583 net.cpp:454] loss2/lstm_gate_input_13 <- W_hc_h_12 | |
| I0330 00:58:45.899929 10583 net.cpp:454] loss2/lstm_gate_input_13 <- W_xc_x_13 | |
| I0330 00:58:45.899941 10583 net.cpp:454] loss2/lstm_gate_input_13 <- W_xc_x_static_loss2/lstm__0_split_12 | |
| I0330 00:58:45.899957 10583 net.cpp:411] loss2/lstm_gate_input_13 -> gate_input_13 | |
| I0330 00:58:45.900020 10583 net.cpp:150] Setting up loss2/lstm_gate_input_13 | |
| I0330 00:58:45.900038 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.900048 10583 net.cpp:165] Memory required for data: 7161920 | |
| I0330 00:58:45.900058 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_13 | |
| I0330 00:58:45.900074 10583 net.cpp:106] Creating Layer loss2/lstm_unit_13 | |
| I0330 00:58:45.900085 10583 net.cpp:454] loss2/lstm_unit_13 <- c_12 | |
| I0330 00:58:45.900097 10583 net.cpp:454] loss2/lstm_unit_13 <- gate_input_13 | |
| I0330 00:58:45.900110 10583 net.cpp:454] loss2/lstm_unit_13 <- cont_13_loss2/lstm_cont_slice_12_split_1 | |
| I0330 00:58:45.900127 10583 net.cpp:411] loss2/lstm_unit_13 -> c_13 | |
| I0330 00:58:45.900142 10583 net.cpp:411] loss2/lstm_unit_13 -> h_13 | |
| I0330 00:58:45.900204 10583 net.cpp:150] Setting up loss2/lstm_unit_13 | |
| I0330 00:58:45.900221 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.900233 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.900243 10583 net.cpp:165] Memory required for data: 7194688 | |
| I0330 00:58:45.900252 10583 layer_factory.hpp:77] Creating layer h_13_loss2/lstm_unit_13_1_split | |
| I0330 00:58:45.900269 10583 net.cpp:106] Creating Layer h_13_loss2/lstm_unit_13_1_split | |
| I0330 00:58:45.900280 10583 net.cpp:454] h_13_loss2/lstm_unit_13_1_split <- h_13 | |
| I0330 00:58:45.900293 10583 net.cpp:411] h_13_loss2/lstm_unit_13_1_split -> h_13_loss2/lstm_unit_13_1_split_0 | |
| I0330 00:58:45.900307 10583 net.cpp:411] h_13_loss2/lstm_unit_13_1_split -> h_13_loss2/lstm_unit_13_1_split_1 | |
| I0330 00:58:45.900364 10583 net.cpp:150] Setting up h_13_loss2/lstm_unit_13_1_split | |
| I0330 00:58:45.900382 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.900393 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.900403 10583 net.cpp:165] Memory required for data: 7227456 | |
| I0330 00:58:45.900413 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_13 | |
| I0330 00:58:45.900429 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_13 | |
| I0330 00:58:45.900441 10583 net.cpp:454] loss2/lstm_h_conted_13 <- h_13_loss2/lstm_unit_13_1_split_0 | |
| I0330 00:58:45.900454 10583 net.cpp:454] loss2/lstm_h_conted_13 <- cont_14_loss2/lstm_cont_slice_13_split_0 | |
| I0330 00:58:45.900501 10583 net.cpp:411] loss2/lstm_h_conted_13 -> h_conted_13 | |
| I0330 00:58:45.900619 10583 net.cpp:150] Setting up loss2/lstm_h_conted_13 | |
| I0330 00:58:45.900636 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.900646 10583 net.cpp:165] Memory required for data: 7243840 | |
| I0330 00:58:45.900657 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_14 | |
| I0330 00:58:45.900676 10583 net.cpp:106] Creating Layer loss2/lstm_transform_14 | |
| I0330 00:58:45.900687 10583 net.cpp:454] loss2/lstm_transform_14 <- h_conted_13 | |
| I0330 00:58:45.900701 10583 net.cpp:411] loss2/lstm_transform_14 -> W_hc_h_13 | |
| I0330 00:58:45.909559 10583 net.cpp:150] Setting up loss2/lstm_transform_14 | |
| I0330 00:58:45.909626 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.909639 10583 net.cpp:165] Memory required for data: 7309376 | |
| I0330 00:58:45.909662 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.909675 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_14 | |
| I0330 00:58:45.909695 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_14 | |
| I0330 00:58:45.909708 10583 net.cpp:454] loss2/lstm_gate_input_14 <- W_hc_h_13 | |
| I0330 00:58:45.909723 10583 net.cpp:454] loss2/lstm_gate_input_14 <- W_xc_x_14 | |
| I0330 00:58:45.909735 10583 net.cpp:454] loss2/lstm_gate_input_14 <- W_xc_x_static_loss2/lstm__0_split_13 | |
| I0330 00:58:45.909749 10583 net.cpp:411] loss2/lstm_gate_input_14 -> gate_input_14 | |
| I0330 00:58:45.909804 10583 net.cpp:150] Setting up loss2/lstm_gate_input_14 | |
| I0330 00:58:45.909822 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.909832 10583 net.cpp:165] Memory required for data: 7374912 | |
| I0330 00:58:45.909842 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_14 | |
| I0330 00:58:45.909857 10583 net.cpp:106] Creating Layer loss2/lstm_unit_14 | |
| I0330 00:58:45.909868 10583 net.cpp:454] loss2/lstm_unit_14 <- c_13 | |
| I0330 00:58:45.909881 10583 net.cpp:454] loss2/lstm_unit_14 <- gate_input_14 | |
| I0330 00:58:45.909893 10583 net.cpp:454] loss2/lstm_unit_14 <- cont_14_loss2/lstm_cont_slice_13_split_1 | |
| I0330 00:58:45.909906 10583 net.cpp:411] loss2/lstm_unit_14 -> c_14 | |
| I0330 00:58:45.909921 10583 net.cpp:411] loss2/lstm_unit_14 -> h_14 | |
| I0330 00:58:45.909982 10583 net.cpp:150] Setting up loss2/lstm_unit_14 | |
| I0330 00:58:45.909999 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.910012 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.910022 10583 net.cpp:165] Memory required for data: 7407680 | |
| I0330 00:58:45.910032 10583 layer_factory.hpp:77] Creating layer h_14_loss2/lstm_unit_14_1_split | |
| I0330 00:58:45.910046 10583 net.cpp:106] Creating Layer h_14_loss2/lstm_unit_14_1_split | |
| I0330 00:58:45.910058 10583 net.cpp:454] h_14_loss2/lstm_unit_14_1_split <- h_14 | |
| I0330 00:58:45.910073 10583 net.cpp:411] h_14_loss2/lstm_unit_14_1_split -> h_14_loss2/lstm_unit_14_1_split_0 | |
| I0330 00:58:45.910086 10583 net.cpp:411] h_14_loss2/lstm_unit_14_1_split -> h_14_loss2/lstm_unit_14_1_split_1 | |
| I0330 00:58:45.910135 10583 net.cpp:150] Setting up h_14_loss2/lstm_unit_14_1_split | |
| I0330 00:58:45.910151 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.910162 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.910171 10583 net.cpp:165] Memory required for data: 7440448 | |
| I0330 00:58:45.910181 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_14 | |
| I0330 00:58:45.910198 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_14 | |
| I0330 00:58:45.910210 10583 net.cpp:454] loss2/lstm_h_conted_14 <- h_14_loss2/lstm_unit_14_1_split_0 | |
| I0330 00:58:45.910223 10583 net.cpp:454] loss2/lstm_h_conted_14 <- cont_15_loss2/lstm_cont_slice_14_split_0 | |
| I0330 00:58:45.910236 10583 net.cpp:411] loss2/lstm_h_conted_14 -> h_conted_14 | |
| I0330 00:58:45.910346 10583 net.cpp:150] Setting up loss2/lstm_h_conted_14 | |
| I0330 00:58:45.910364 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.910374 10583 net.cpp:165] Memory required for data: 7456832 | |
| I0330 00:58:45.910384 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_15 | |
| I0330 00:58:45.910432 10583 net.cpp:106] Creating Layer loss2/lstm_transform_15 | |
| I0330 00:58:45.910446 10583 net.cpp:454] loss2/lstm_transform_15 <- h_conted_14 | |
| I0330 00:58:45.910459 10583 net.cpp:411] loss2/lstm_transform_15 -> W_hc_h_14 | |
| I0330 00:58:45.919023 10583 net.cpp:150] Setting up loss2/lstm_transform_15 | |
| I0330 00:58:45.919108 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.919121 10583 net.cpp:165] Memory required for data: 7522368 | |
| I0330 00:58:45.919137 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.919152 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_15 | |
| I0330 00:58:45.919172 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_15 | |
| I0330 00:58:45.919185 10583 net.cpp:454] loss2/lstm_gate_input_15 <- W_hc_h_14 | |
| I0330 00:58:45.919200 10583 net.cpp:454] loss2/lstm_gate_input_15 <- W_xc_x_15 | |
| I0330 00:58:45.919214 10583 net.cpp:454] loss2/lstm_gate_input_15 <- W_xc_x_static_loss2/lstm__0_split_14 | |
| I0330 00:58:45.919229 10583 net.cpp:411] loss2/lstm_gate_input_15 -> gate_input_15 | |
| I0330 00:58:45.919291 10583 net.cpp:150] Setting up loss2/lstm_gate_input_15 | |
| I0330 00:58:45.919317 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.919328 10583 net.cpp:165] Memory required for data: 7587904 | |
| I0330 00:58:45.919338 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_15 | |
| I0330 00:58:45.919353 10583 net.cpp:106] Creating Layer loss2/lstm_unit_15 | |
| I0330 00:58:45.919371 10583 net.cpp:454] loss2/lstm_unit_15 <- c_14 | |
| I0330 00:58:45.919384 10583 net.cpp:454] loss2/lstm_unit_15 <- gate_input_15 | |
| I0330 00:58:45.919396 10583 net.cpp:454] loss2/lstm_unit_15 <- cont_15_loss2/lstm_cont_slice_14_split_1 | |
| I0330 00:58:45.919409 10583 net.cpp:411] loss2/lstm_unit_15 -> c_15 | |
| I0330 00:58:45.919433 10583 net.cpp:411] loss2/lstm_unit_15 -> h_15 | |
| I0330 00:58:45.919494 10583 net.cpp:150] Setting up loss2/lstm_unit_15 | |
| I0330 00:58:45.919519 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.919531 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.919541 10583 net.cpp:165] Memory required for data: 7620672 | |
| I0330 00:58:45.919551 10583 layer_factory.hpp:77] Creating layer h_15_loss2/lstm_unit_15_1_split | |
| I0330 00:58:45.919575 10583 net.cpp:106] Creating Layer h_15_loss2/lstm_unit_15_1_split | |
| I0330 00:58:45.919587 10583 net.cpp:454] h_15_loss2/lstm_unit_15_1_split <- h_15 | |
| I0330 00:58:45.919600 10583 net.cpp:411] h_15_loss2/lstm_unit_15_1_split -> h_15_loss2/lstm_unit_15_1_split_0 | |
| I0330 00:58:45.919615 10583 net.cpp:411] h_15_loss2/lstm_unit_15_1_split -> h_15_loss2/lstm_unit_15_1_split_1 | |
| I0330 00:58:45.919662 10583 net.cpp:150] Setting up h_15_loss2/lstm_unit_15_1_split | |
| I0330 00:58:45.919678 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.919697 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.919708 10583 net.cpp:165] Memory required for data: 7653440 | |
| I0330 00:58:45.919718 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_15 | |
| I0330 00:58:45.919734 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_15 | |
| I0330 00:58:45.919746 10583 net.cpp:454] loss2/lstm_h_conted_15 <- h_15_loss2/lstm_unit_15_1_split_0 | |
| I0330 00:58:45.919766 10583 net.cpp:454] loss2/lstm_h_conted_15 <- cont_16_loss2/lstm_cont_slice_15_split_0 | |
| I0330 00:58:45.919781 10583 net.cpp:411] loss2/lstm_h_conted_15 -> h_conted_15 | |
| I0330 00:58:45.919898 10583 net.cpp:150] Setting up loss2/lstm_h_conted_15 | |
| I0330 00:58:45.919914 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.919924 10583 net.cpp:165] Memory required for data: 7669824 | |
| I0330 00:58:45.919935 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_16 | |
| I0330 00:58:45.919955 10583 net.cpp:106] Creating Layer loss2/lstm_transform_16 | |
| I0330 00:58:45.919965 10583 net.cpp:454] loss2/lstm_transform_16 <- h_conted_15 | |
| I0330 00:58:45.919980 10583 net.cpp:411] loss2/lstm_transform_16 -> W_hc_h_15 | |
| I0330 00:58:45.928603 10583 net.cpp:150] Setting up loss2/lstm_transform_16 | |
| I0330 00:58:45.928670 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.928683 10583 net.cpp:165] Memory required for data: 7735360 | |
| I0330 00:58:45.928730 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.928745 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_16 | |
| I0330 00:58:45.928763 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_16 | |
| I0330 00:58:45.928776 10583 net.cpp:454] loss2/lstm_gate_input_16 <- W_hc_h_15 | |
| I0330 00:58:45.928791 10583 net.cpp:454] loss2/lstm_gate_input_16 <- W_xc_x_16 | |
| I0330 00:58:45.928805 10583 net.cpp:454] loss2/lstm_gate_input_16 <- W_xc_x_static_loss2/lstm__0_split_15 | |
| I0330 00:58:45.928820 10583 net.cpp:411] loss2/lstm_gate_input_16 -> gate_input_16 | |
| I0330 00:58:45.928874 10583 net.cpp:150] Setting up loss2/lstm_gate_input_16 | |
| I0330 00:58:45.928891 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.928901 10583 net.cpp:165] Memory required for data: 7800896 | |
| I0330 00:58:45.928912 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_16 | |
| I0330 00:58:45.928926 10583 net.cpp:106] Creating Layer loss2/lstm_unit_16 | |
| I0330 00:58:45.928937 10583 net.cpp:454] loss2/lstm_unit_16 <- c_15 | |
| I0330 00:58:45.928951 10583 net.cpp:454] loss2/lstm_unit_16 <- gate_input_16 | |
| I0330 00:58:45.928962 10583 net.cpp:454] loss2/lstm_unit_16 <- cont_16_loss2/lstm_cont_slice_15_split_1 | |
| I0330 00:58:45.928975 10583 net.cpp:411] loss2/lstm_unit_16 -> c_16 | |
| I0330 00:58:45.928990 10583 net.cpp:411] loss2/lstm_unit_16 -> h_16 | |
| I0330 00:58:45.929052 10583 net.cpp:150] Setting up loss2/lstm_unit_16 | |
| I0330 00:58:45.929069 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.929080 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.929090 10583 net.cpp:165] Memory required for data: 7833664 | |
| I0330 00:58:45.929100 10583 layer_factory.hpp:77] Creating layer h_16_loss2/lstm_unit_16_1_split | |
| I0330 00:58:45.929116 10583 net.cpp:106] Creating Layer h_16_loss2/lstm_unit_16_1_split | |
| I0330 00:58:45.929127 10583 net.cpp:454] h_16_loss2/lstm_unit_16_1_split <- h_16 | |
| I0330 00:58:45.929141 10583 net.cpp:411] h_16_loss2/lstm_unit_16_1_split -> h_16_loss2/lstm_unit_16_1_split_0 | |
| I0330 00:58:45.929154 10583 net.cpp:411] h_16_loss2/lstm_unit_16_1_split -> h_16_loss2/lstm_unit_16_1_split_1 | |
| I0330 00:58:45.929203 10583 net.cpp:150] Setting up h_16_loss2/lstm_unit_16_1_split | |
| I0330 00:58:45.929219 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.929229 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.929239 10583 net.cpp:165] Memory required for data: 7866432 | |
| I0330 00:58:45.929250 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_16 | |
| I0330 00:58:45.929272 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_16 | |
| I0330 00:58:45.929286 10583 net.cpp:454] loss2/lstm_h_conted_16 <- h_16_loss2/lstm_unit_16_1_split_0 | |
| I0330 00:58:45.929298 10583 net.cpp:454] loss2/lstm_h_conted_16 <- cont_17_loss2/lstm_cont_slice_16_split_0 | |
| I0330 00:58:45.929312 10583 net.cpp:411] loss2/lstm_h_conted_16 -> h_conted_16 | |
| I0330 00:58:45.929431 10583 net.cpp:150] Setting up loss2/lstm_h_conted_16 | |
| I0330 00:58:45.929450 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.929460 10583 net.cpp:165] Memory required for data: 7882816 | |
| I0330 00:58:45.929469 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_17 | |
| I0330 00:58:45.929487 10583 net.cpp:106] Creating Layer loss2/lstm_transform_17 | |
| I0330 00:58:45.929499 10583 net.cpp:454] loss2/lstm_transform_17 <- h_conted_16 | |
| I0330 00:58:45.929513 10583 net.cpp:411] loss2/lstm_transform_17 -> W_hc_h_16 | |
| I0330 00:58:45.937867 10583 net.cpp:150] Setting up loss2/lstm_transform_17 | |
| I0330 00:58:45.937898 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.937911 10583 net.cpp:165] Memory required for data: 7948352 | |
| I0330 00:58:45.937922 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.937933 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_17 | |
| I0330 00:58:45.937947 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_17 | |
| I0330 00:58:45.937958 10583 net.cpp:454] loss2/lstm_gate_input_17 <- W_hc_h_16 | |
| I0330 00:58:45.937991 10583 net.cpp:454] loss2/lstm_gate_input_17 <- W_xc_x_17 | |
| I0330 00:58:45.938004 10583 net.cpp:454] loss2/lstm_gate_input_17 <- W_xc_x_static_loss2/lstm__0_split_16 | |
| I0330 00:58:45.938019 10583 net.cpp:411] loss2/lstm_gate_input_17 -> gate_input_17 | |
| I0330 00:58:45.938058 10583 net.cpp:150] Setting up loss2/lstm_gate_input_17 | |
| I0330 00:58:45.938076 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.938086 10583 net.cpp:165] Memory required for data: 8013888 | |
| I0330 00:58:45.938097 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_17 | |
| I0330 00:58:45.938112 10583 net.cpp:106] Creating Layer loss2/lstm_unit_17 | |
| I0330 00:58:45.938124 10583 net.cpp:454] loss2/lstm_unit_17 <- c_16 | |
| I0330 00:58:45.938136 10583 net.cpp:454] loss2/lstm_unit_17 <- gate_input_17 | |
| I0330 00:58:45.938148 10583 net.cpp:454] loss2/lstm_unit_17 <- cont_17_loss2/lstm_cont_slice_16_split_1 | |
| I0330 00:58:45.938160 10583 net.cpp:411] loss2/lstm_unit_17 -> c_17 | |
| I0330 00:58:45.938174 10583 net.cpp:411] loss2/lstm_unit_17 -> h_17 | |
| I0330 00:58:45.938233 10583 net.cpp:150] Setting up loss2/lstm_unit_17 | |
| I0330 00:58:45.938251 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.938261 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.938271 10583 net.cpp:165] Memory required for data: 8046656 | |
| I0330 00:58:45.938282 10583 layer_factory.hpp:77] Creating layer h_17_loss2/lstm_unit_17_1_split | |
| I0330 00:58:45.938293 10583 net.cpp:106] Creating Layer h_17_loss2/lstm_unit_17_1_split | |
| I0330 00:58:45.938304 10583 net.cpp:454] h_17_loss2/lstm_unit_17_1_split <- h_17 | |
| I0330 00:58:45.938319 10583 net.cpp:411] h_17_loss2/lstm_unit_17_1_split -> h_17_loss2/lstm_unit_17_1_split_0 | |
| I0330 00:58:45.938334 10583 net.cpp:411] h_17_loss2/lstm_unit_17_1_split -> h_17_loss2/lstm_unit_17_1_split_1 | |
| I0330 00:58:45.938388 10583 net.cpp:150] Setting up h_17_loss2/lstm_unit_17_1_split | |
| I0330 00:58:45.938405 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.938423 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.938432 10583 net.cpp:165] Memory required for data: 8079424 | |
| I0330 00:58:45.938442 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_17 | |
| I0330 00:58:45.938455 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_17 | |
| I0330 00:58:45.938467 10583 net.cpp:454] loss2/lstm_h_conted_17 <- h_17_loss2/lstm_unit_17_1_split_0 | |
| I0330 00:58:45.938479 10583 net.cpp:454] loss2/lstm_h_conted_17 <- cont_18_loss2/lstm_cont_slice_17_split_0 | |
| I0330 00:58:45.938495 10583 net.cpp:411] loss2/lstm_h_conted_17 -> h_conted_17 | |
| I0330 00:58:45.938580 10583 net.cpp:150] Setting up loss2/lstm_h_conted_17 | |
| I0330 00:58:45.938598 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.938608 10583 net.cpp:165] Memory required for data: 8095808 | |
| I0330 00:58:45.938619 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_18 | |
| I0330 00:58:45.938633 10583 net.cpp:106] Creating Layer loss2/lstm_transform_18 | |
| I0330 00:58:45.938644 10583 net.cpp:454] loss2/lstm_transform_18 <- h_conted_17 | |
| I0330 00:58:45.938660 10583 net.cpp:411] loss2/lstm_transform_18 -> W_hc_h_17 | |
| I0330 00:58:45.947362 10583 net.cpp:150] Setting up loss2/lstm_transform_18 | |
| I0330 00:58:45.947451 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.947464 10583 net.cpp:165] Memory required for data: 8161344 | |
| I0330 00:58:45.947481 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.947495 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_18 | |
| I0330 00:58:45.947515 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_18 | |
| I0330 00:58:45.947530 10583 net.cpp:454] loss2/lstm_gate_input_18 <- W_hc_h_17 | |
| I0330 00:58:45.947546 10583 net.cpp:454] loss2/lstm_gate_input_18 <- W_xc_x_18 | |
| I0330 00:58:45.947559 10583 net.cpp:454] loss2/lstm_gate_input_18 <- W_xc_x_static_loss2/lstm__0_split_17 | |
| I0330 00:58:45.947576 10583 net.cpp:411] loss2/lstm_gate_input_18 -> gate_input_18 | |
| I0330 00:58:45.947630 10583 net.cpp:150] Setting up loss2/lstm_gate_input_18 | |
| I0330 00:58:45.947649 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.947695 10583 net.cpp:165] Memory required for data: 8226880 | |
| I0330 00:58:45.947705 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_18 | |
| I0330 00:58:45.947722 10583 net.cpp:106] Creating Layer loss2/lstm_unit_18 | |
| I0330 00:58:45.947736 10583 net.cpp:454] loss2/lstm_unit_18 <- c_17 | |
| I0330 00:58:45.947748 10583 net.cpp:454] loss2/lstm_unit_18 <- gate_input_18 | |
| I0330 00:58:45.947760 10583 net.cpp:454] loss2/lstm_unit_18 <- cont_18_loss2/lstm_cont_slice_17_split_1 | |
| I0330 00:58:45.947774 10583 net.cpp:411] loss2/lstm_unit_18 -> c_18 | |
| I0330 00:58:45.947788 10583 net.cpp:411] loss2/lstm_unit_18 -> h_18 | |
| I0330 00:58:45.947851 10583 net.cpp:150] Setting up loss2/lstm_unit_18 | |
| I0330 00:58:45.947868 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.947880 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.947890 10583 net.cpp:165] Memory required for data: 8259648 | |
| I0330 00:58:45.947901 10583 layer_factory.hpp:77] Creating layer h_18_loss2/lstm_unit_18_1_split | |
| I0330 00:58:45.947913 10583 net.cpp:106] Creating Layer h_18_loss2/lstm_unit_18_1_split | |
| I0330 00:58:45.947924 10583 net.cpp:454] h_18_loss2/lstm_unit_18_1_split <- h_18 | |
| I0330 00:58:45.947939 10583 net.cpp:411] h_18_loss2/lstm_unit_18_1_split -> h_18_loss2/lstm_unit_18_1_split_0 | |
| I0330 00:58:45.947954 10583 net.cpp:411] h_18_loss2/lstm_unit_18_1_split -> h_18_loss2/lstm_unit_18_1_split_1 | |
| I0330 00:58:45.948000 10583 net.cpp:150] Setting up h_18_loss2/lstm_unit_18_1_split | |
| I0330 00:58:45.948017 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.948029 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.948037 10583 net.cpp:165] Memory required for data: 8292416 | |
| I0330 00:58:45.948047 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_18 | |
| I0330 00:58:45.948065 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_18 | |
| I0330 00:58:45.948077 10583 net.cpp:454] loss2/lstm_h_conted_18 <- h_18_loss2/lstm_unit_18_1_split_0 | |
| I0330 00:58:45.948089 10583 net.cpp:454] loss2/lstm_h_conted_18 <- cont_19_loss2/lstm_cont_slice_18_split_0 | |
| I0330 00:58:45.948104 10583 net.cpp:411] loss2/lstm_h_conted_18 -> h_conted_18 | |
| I0330 00:58:45.948218 10583 net.cpp:150] Setting up loss2/lstm_h_conted_18 | |
| I0330 00:58:45.948236 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.948246 10583 net.cpp:165] Memory required for data: 8308800 | |
| I0330 00:58:45.948256 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_19 | |
| I0330 00:58:45.948276 10583 net.cpp:106] Creating Layer loss2/lstm_transform_19 | |
| I0330 00:58:45.948287 10583 net.cpp:454] loss2/lstm_transform_19 <- h_conted_18 | |
| I0330 00:58:45.948302 10583 net.cpp:411] loss2/lstm_transform_19 -> W_hc_h_18 | |
| I0330 00:58:45.956825 10583 net.cpp:150] Setting up loss2/lstm_transform_19 | |
| I0330 00:58:45.956859 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.956872 10583 net.cpp:165] Memory required for data: 8374336 | |
| I0330 00:58:45.956884 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.956895 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_19 | |
| I0330 00:58:45.956912 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_19 | |
| I0330 00:58:45.956925 10583 net.cpp:454] loss2/lstm_gate_input_19 <- W_hc_h_18 | |
| I0330 00:58:45.956938 10583 net.cpp:454] loss2/lstm_gate_input_19 <- W_xc_x_19 | |
| I0330 00:58:45.956951 10583 net.cpp:454] loss2/lstm_gate_input_19 <- W_xc_x_static_loss2/lstm__0_split_18 | |
| I0330 00:58:45.956964 10583 net.cpp:411] loss2/lstm_gate_input_19 -> gate_input_19 | |
| I0330 00:58:45.957003 10583 net.cpp:150] Setting up loss2/lstm_gate_input_19 | |
| I0330 00:58:45.957020 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.957031 10583 net.cpp:165] Memory required for data: 8439872 | |
| I0330 00:58:45.957041 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_19 | |
| I0330 00:58:45.957058 10583 net.cpp:106] Creating Layer loss2/lstm_unit_19 | |
| I0330 00:58:45.957069 10583 net.cpp:454] loss2/lstm_unit_19 <- c_18 | |
| I0330 00:58:45.957082 10583 net.cpp:454] loss2/lstm_unit_19 <- gate_input_19 | |
| I0330 00:58:45.957094 10583 net.cpp:454] loss2/lstm_unit_19 <- cont_19_loss2/lstm_cont_slice_18_split_1 | |
| I0330 00:58:45.957121 10583 net.cpp:411] loss2/lstm_unit_19 -> c_19 | |
| I0330 00:58:45.957137 10583 net.cpp:411] loss2/lstm_unit_19 -> h_19 | |
| I0330 00:58:45.957197 10583 net.cpp:150] Setting up loss2/lstm_unit_19 | |
| I0330 00:58:45.957216 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.957226 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.957237 10583 net.cpp:165] Memory required for data: 8472640 | |
| I0330 00:58:45.957247 10583 layer_factory.hpp:77] Creating layer h_19_loss2/lstm_unit_19_1_split | |
| I0330 00:58:45.957258 10583 net.cpp:106] Creating Layer h_19_loss2/lstm_unit_19_1_split | |
| I0330 00:58:45.957269 10583 net.cpp:454] h_19_loss2/lstm_unit_19_1_split <- h_19 | |
| I0330 00:58:45.957284 10583 net.cpp:411] h_19_loss2/lstm_unit_19_1_split -> h_19_loss2/lstm_unit_19_1_split_0 | |
| I0330 00:58:45.957298 10583 net.cpp:411] h_19_loss2/lstm_unit_19_1_split -> h_19_loss2/lstm_unit_19_1_split_1 | |
| I0330 00:58:45.957351 10583 net.cpp:150] Setting up h_19_loss2/lstm_unit_19_1_split | |
| I0330 00:58:45.957367 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.957378 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.957388 10583 net.cpp:165] Memory required for data: 8505408 | |
| I0330 00:58:45.957398 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_19 | |
| I0330 00:58:45.957417 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_19 | |
| I0330 00:58:45.957428 10583 net.cpp:454] loss2/lstm_h_conted_19 <- h_19_loss2/lstm_unit_19_1_split_0 | |
| I0330 00:58:45.957442 10583 net.cpp:454] loss2/lstm_h_conted_19 <- cont_20_loss2/lstm_cont_slice_19_split_0 | |
| I0330 00:58:45.957454 10583 net.cpp:411] loss2/lstm_h_conted_19 -> h_conted_19 | |
| I0330 00:58:45.957535 10583 net.cpp:150] Setting up loss2/lstm_h_conted_19 | |
| I0330 00:58:45.957552 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.957562 10583 net.cpp:165] Memory required for data: 8521792 | |
| I0330 00:58:45.957573 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_20 | |
| I0330 00:58:45.957590 10583 net.cpp:106] Creating Layer loss2/lstm_transform_20 | |
| I0330 00:58:45.957602 10583 net.cpp:454] loss2/lstm_transform_20 <- h_conted_19 | |
| I0330 00:58:45.957617 10583 net.cpp:411] loss2/lstm_transform_20 -> W_hc_h_19 | |
| I0330 00:58:45.965919 10583 net.cpp:150] Setting up loss2/lstm_transform_20 | |
| I0330 00:58:45.965953 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.965965 10583 net.cpp:165] Memory required for data: 8587328 | |
| I0330 00:58:45.965977 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.965989 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_20 | |
| I0330 00:58:45.966006 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_20 | |
| I0330 00:58:45.966019 10583 net.cpp:454] loss2/lstm_gate_input_20 <- W_hc_h_19 | |
| I0330 00:58:45.966032 10583 net.cpp:454] loss2/lstm_gate_input_20 <- W_xc_x_20 | |
| I0330 00:58:45.966044 10583 net.cpp:454] loss2/lstm_gate_input_20 <- W_xc_x_static_loss2/lstm__0_split_19 | |
| I0330 00:58:45.966058 10583 net.cpp:411] loss2/lstm_gate_input_20 -> gate_input_20 | |
| I0330 00:58:45.966097 10583 net.cpp:150] Setting up loss2/lstm_gate_input_20 | |
| I0330 00:58:45.966114 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.966125 10583 net.cpp:165] Memory required for data: 8652864 | |
| I0330 00:58:45.966135 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_20 | |
| I0330 00:58:45.966148 10583 net.cpp:106] Creating Layer loss2/lstm_unit_20 | |
| I0330 00:58:45.966159 10583 net.cpp:454] loss2/lstm_unit_20 <- c_19 | |
| I0330 00:58:45.966172 10583 net.cpp:454] loss2/lstm_unit_20 <- gate_input_20 | |
| I0330 00:58:45.966184 10583 net.cpp:454] loss2/lstm_unit_20 <- cont_20_loss2/lstm_cont_slice_19_split_1 | |
| I0330 00:58:45.966199 10583 net.cpp:411] loss2/lstm_unit_20 -> c_20 | |
| I0330 00:58:45.966214 10583 net.cpp:411] loss2/lstm_unit_20 -> h_20 | |
| I0330 00:58:45.966279 10583 net.cpp:150] Setting up loss2/lstm_unit_20 | |
| I0330 00:58:45.966295 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.966311 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.966346 10583 net.cpp:165] Memory required for data: 8685632 | |
| I0330 00:58:45.966358 10583 layer_factory.hpp:77] Creating layer h_20_loss2/lstm_unit_20_1_split | |
| I0330 00:58:45.966372 10583 net.cpp:106] Creating Layer h_20_loss2/lstm_unit_20_1_split | |
| I0330 00:58:45.966382 10583 net.cpp:454] h_20_loss2/lstm_unit_20_1_split <- h_20 | |
| I0330 00:58:45.966401 10583 net.cpp:411] h_20_loss2/lstm_unit_20_1_split -> h_20_loss2/lstm_unit_20_1_split_0 | |
| I0330 00:58:45.966446 10583 net.cpp:411] h_20_loss2/lstm_unit_20_1_split -> h_20_loss2/lstm_unit_20_1_split_1 | |
| I0330 00:58:45.966506 10583 net.cpp:150] Setting up h_20_loss2/lstm_unit_20_1_split | |
| I0330 00:58:45.966523 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.966534 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.966544 10583 net.cpp:165] Memory required for data: 8718400 | |
| I0330 00:58:45.966555 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_20 | |
| I0330 00:58:45.966591 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_20 | |
| I0330 00:58:45.966604 10583 net.cpp:454] loss2/lstm_h_conted_20 <- h_20_loss2/lstm_unit_20_1_split_0 | |
| I0330 00:58:45.966626 10583 net.cpp:454] loss2/lstm_h_conted_20 <- cont_21_loss2/lstm_cont_slice_20_split_0 | |
| I0330 00:58:45.966639 10583 net.cpp:411] loss2/lstm_h_conted_20 -> h_conted_20 | |
| I0330 00:58:45.966728 10583 net.cpp:150] Setting up loss2/lstm_h_conted_20 | |
| I0330 00:58:45.966747 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.966756 10583 net.cpp:165] Memory required for data: 8734784 | |
| I0330 00:58:45.966768 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_21 | |
| I0330 00:58:45.966781 10583 net.cpp:106] Creating Layer loss2/lstm_transform_21 | |
| I0330 00:58:45.966794 10583 net.cpp:454] loss2/lstm_transform_21 <- h_conted_20 | |
| I0330 00:58:45.966814 10583 net.cpp:411] loss2/lstm_transform_21 -> W_hc_h_20 | |
| I0330 00:58:45.975160 10583 net.cpp:150] Setting up loss2/lstm_transform_21 | |
| I0330 00:58:45.975222 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.975235 10583 net.cpp:165] Memory required for data: 8800320 | |
| I0330 00:58:45.975251 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.975265 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_21 | |
| I0330 00:58:45.975284 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_21 | |
| I0330 00:58:45.975298 10583 net.cpp:454] loss2/lstm_gate_input_21 <- W_hc_h_20 | |
| I0330 00:58:45.975312 10583 net.cpp:454] loss2/lstm_gate_input_21 <- W_xc_x_21 | |
| I0330 00:58:45.975327 10583 net.cpp:454] loss2/lstm_gate_input_21 <- W_xc_x_static_loss2/lstm__0_split_20 | |
| I0330 00:58:45.975344 10583 net.cpp:411] loss2/lstm_gate_input_21 -> gate_input_21 | |
| I0330 00:58:45.975404 10583 net.cpp:150] Setting up loss2/lstm_gate_input_21 | |
| I0330 00:58:45.975420 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.975437 10583 net.cpp:165] Memory required for data: 8865856 | |
| I0330 00:58:45.975450 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_21 | |
| I0330 00:58:45.975466 10583 net.cpp:106] Creating Layer loss2/lstm_unit_21 | |
| I0330 00:58:45.975477 10583 net.cpp:454] loss2/lstm_unit_21 <- c_20 | |
| I0330 00:58:45.975491 10583 net.cpp:454] loss2/lstm_unit_21 <- gate_input_21 | |
| I0330 00:58:45.975503 10583 net.cpp:454] loss2/lstm_unit_21 <- cont_21_loss2/lstm_cont_slice_20_split_1 | |
| I0330 00:58:45.975517 10583 net.cpp:411] loss2/lstm_unit_21 -> c_21 | |
| I0330 00:58:45.975530 10583 net.cpp:411] loss2/lstm_unit_21 -> h_21 | |
| I0330 00:58:45.975594 10583 net.cpp:150] Setting up loss2/lstm_unit_21 | |
| I0330 00:58:45.975610 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.975622 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.975631 10583 net.cpp:165] Memory required for data: 8898624 | |
| I0330 00:58:45.975641 10583 layer_factory.hpp:77] Creating layer h_21_loss2/lstm_unit_21_1_split | |
| I0330 00:58:45.975656 10583 net.cpp:106] Creating Layer h_21_loss2/lstm_unit_21_1_split | |
| I0330 00:58:45.975666 10583 net.cpp:454] h_21_loss2/lstm_unit_21_1_split <- h_21 | |
| I0330 00:58:45.975680 10583 net.cpp:411] h_21_loss2/lstm_unit_21_1_split -> h_21_loss2/lstm_unit_21_1_split_0 | |
| I0330 00:58:45.975725 10583 net.cpp:411] h_21_loss2/lstm_unit_21_1_split -> h_21_loss2/lstm_unit_21_1_split_1 | |
| I0330 00:58:45.975780 10583 net.cpp:150] Setting up h_21_loss2/lstm_unit_21_1_split | |
| I0330 00:58:45.975796 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.975807 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.975817 10583 net.cpp:165] Memory required for data: 8931392 | |
| I0330 00:58:45.975827 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_conted_21 | |
| I0330 00:58:45.975852 10583 net.cpp:106] Creating Layer loss2/lstm_h_conted_21 | |
| I0330 00:58:45.975863 10583 net.cpp:454] loss2/lstm_h_conted_21 <- h_21_loss2/lstm_unit_21_1_split_0 | |
| I0330 00:58:45.975877 10583 net.cpp:454] loss2/lstm_h_conted_21 <- cont_22_loss2/lstm_cont_slice_21_split_0 | |
| I0330 00:58:45.975890 10583 net.cpp:411] loss2/lstm_h_conted_21 -> h_conted_21 | |
| I0330 00:58:45.976022 10583 net.cpp:150] Setting up loss2/lstm_h_conted_21 | |
| I0330 00:58:45.976039 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.976050 10583 net.cpp:165] Memory required for data: 8947776 | |
| I0330 00:58:45.976060 10583 layer_factory.hpp:77] Creating layer loss2/lstm_transform_22 | |
| I0330 00:58:45.976078 10583 net.cpp:106] Creating Layer loss2/lstm_transform_22 | |
| I0330 00:58:45.976090 10583 net.cpp:454] loss2/lstm_transform_22 <- h_conted_21 | |
| I0330 00:58:45.976104 10583 net.cpp:411] loss2/lstm_transform_22 -> W_hc_h_21 | |
| I0330 00:58:45.984611 10583 net.cpp:150] Setting up loss2/lstm_transform_22 | |
| I0330 00:58:45.984673 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.984685 10583 net.cpp:165] Memory required for data: 9013312 | |
| I0330 00:58:45.984701 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss2/lstm_transform_1', param index 0 | |
| I0330 00:58:45.984714 10583 layer_factory.hpp:77] Creating layer loss2/lstm_gate_input_22 | |
| I0330 00:58:45.984736 10583 net.cpp:106] Creating Layer loss2/lstm_gate_input_22 | |
| I0330 00:58:45.984750 10583 net.cpp:454] loss2/lstm_gate_input_22 <- W_hc_h_21 | |
| I0330 00:58:45.984765 10583 net.cpp:454] loss2/lstm_gate_input_22 <- W_xc_x_22 | |
| I0330 00:58:45.984778 10583 net.cpp:454] loss2/lstm_gate_input_22 <- W_xc_x_static_loss2/lstm__0_split_21 | |
| I0330 00:58:45.984792 10583 net.cpp:411] loss2/lstm_gate_input_22 -> gate_input_22 | |
| I0330 00:58:45.984844 10583 net.cpp:150] Setting up loss2/lstm_gate_input_22 | |
| I0330 00:58:45.984861 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:45.984871 10583 net.cpp:165] Memory required for data: 9078848 | |
| I0330 00:58:45.984881 10583 layer_factory.hpp:77] Creating layer loss2/lstm_unit_22 | |
| I0330 00:58:45.984899 10583 net.cpp:106] Creating Layer loss2/lstm_unit_22 | |
| I0330 00:58:45.984911 10583 net.cpp:454] loss2/lstm_unit_22 <- c_21 | |
| I0330 00:58:45.984925 10583 net.cpp:454] loss2/lstm_unit_22 <- gate_input_22 | |
| I0330 00:58:45.984936 10583 net.cpp:454] loss2/lstm_unit_22 <- cont_22_loss2/lstm_cont_slice_21_split_1 | |
| I0330 00:58:45.984949 10583 net.cpp:411] loss2/lstm_unit_22 -> c_22 | |
| I0330 00:58:45.984964 10583 net.cpp:411] loss2/lstm_unit_22 -> h_22 | |
| I0330 00:58:45.985028 10583 net.cpp:150] Setting up loss2/lstm_unit_22 | |
| I0330 00:58:45.985045 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.985056 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.985066 10583 net.cpp:165] Memory required for data: 9111616 | |
| I0330 00:58:45.985076 10583 layer_factory.hpp:77] Creating layer loss2/lstm_ | |
| I0330 00:58:45.985090 10583 net.cpp:106] Creating Layer loss2/lstm_ | |
| I0330 00:58:45.985100 10583 net.cpp:454] loss2/lstm_ <- c_22 | |
| I0330 00:58:45.985124 10583 net.cpp:411] loss2/lstm_ -> c_T | |
| I0330 00:58:45.985159 10583 net.cpp:150] Setting up loss2/lstm_ | |
| I0330 00:58:45.985182 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:45.985193 10583 net.cpp:165] Memory required for data: 9128000 | |
| I0330 00:58:45.985203 10583 layer_factory.hpp:77] Creating layer loss2/lstm_h_concat | |
| I0330 00:58:45.985219 10583 net.cpp:106] Creating Layer loss2/lstm_h_concat | |
| I0330 00:58:45.985234 10583 net.cpp:454] loss2/lstm_h_concat <- h_1_loss2/lstm_unit_1_1_split_1 | |
| I0330 00:58:45.985278 10583 net.cpp:454] loss2/lstm_h_concat <- h_2_loss2/lstm_unit_2_1_split_1 | |
| I0330 00:58:45.985292 10583 net.cpp:454] loss2/lstm_h_concat <- h_3_loss2/lstm_unit_3_1_split_1 | |
| I0330 00:58:45.985304 10583 net.cpp:454] loss2/lstm_h_concat <- h_4_loss2/lstm_unit_4_1_split_1 | |
| I0330 00:58:45.985316 10583 net.cpp:454] loss2/lstm_h_concat <- h_5_loss2/lstm_unit_5_1_split_1 | |
| I0330 00:58:45.985327 10583 net.cpp:454] loss2/lstm_h_concat <- h_6_loss2/lstm_unit_6_1_split_1 | |
| I0330 00:58:45.985338 10583 net.cpp:454] loss2/lstm_h_concat <- h_7_loss2/lstm_unit_7_1_split_1 | |
| I0330 00:58:45.985348 10583 net.cpp:454] loss2/lstm_h_concat <- h_8_loss2/lstm_unit_8_1_split_1 | |
| I0330 00:58:45.985359 10583 net.cpp:454] loss2/lstm_h_concat <- h_9_loss2/lstm_unit_9_1_split_1 | |
| I0330 00:58:45.985371 10583 net.cpp:454] loss2/lstm_h_concat <- h_10_loss2/lstm_unit_10_1_split_1 | |
| I0330 00:58:45.985383 10583 net.cpp:454] loss2/lstm_h_concat <- h_11_loss2/lstm_unit_11_1_split_1 | |
| I0330 00:58:45.985394 10583 net.cpp:454] loss2/lstm_h_concat <- h_12_loss2/lstm_unit_12_1_split_1 | |
| I0330 00:58:45.985404 10583 net.cpp:454] loss2/lstm_h_concat <- h_13_loss2/lstm_unit_13_1_split_1 | |
| I0330 00:58:45.985415 10583 net.cpp:454] loss2/lstm_h_concat <- h_14_loss2/lstm_unit_14_1_split_1 | |
| I0330 00:58:45.985426 10583 net.cpp:454] loss2/lstm_h_concat <- h_15_loss2/lstm_unit_15_1_split_1 | |
| I0330 00:58:45.985436 10583 net.cpp:454] loss2/lstm_h_concat <- h_16_loss2/lstm_unit_16_1_split_1 | |
| I0330 00:58:45.985447 10583 net.cpp:454] loss2/lstm_h_concat <- h_17_loss2/lstm_unit_17_1_split_1 | |
| I0330 00:58:45.985458 10583 net.cpp:454] loss2/lstm_h_concat <- h_18_loss2/lstm_unit_18_1_split_1 | |
| I0330 00:58:45.985469 10583 net.cpp:454] loss2/lstm_h_concat <- h_19_loss2/lstm_unit_19_1_split_1 | |
| I0330 00:58:45.985481 10583 net.cpp:454] loss2/lstm_h_concat <- h_20_loss2/lstm_unit_20_1_split_1 | |
| I0330 00:58:45.985491 10583 net.cpp:454] loss2/lstm_h_concat <- h_21_loss2/lstm_unit_21_1_split_1 | |
| I0330 00:58:45.985501 10583 net.cpp:454] loss2/lstm_h_concat <- h_22 | |
| I0330 00:58:45.985517 10583 net.cpp:411] loss2/lstm_h_concat -> h | |
| I0330 00:58:45.985559 10583 net.cpp:150] Setting up loss2/lstm_h_concat | |
| I0330 00:58:45.985576 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:45.985586 10583 net.cpp:165] Memory required for data: 9488448 | |
| I0330 00:58:45.985596 10583 net.cpp:228] loss2/lstm_h_concat does not need backward computation. | |
| I0330 00:58:45.985612 10583 net.cpp:228] loss2/lstm_ does not need backward computation. | |
| I0330 00:58:45.985625 10583 net.cpp:228] loss2/lstm_unit_22 does not need backward computation. | |
| I0330 00:58:45.985635 10583 net.cpp:228] loss2/lstm_gate_input_22 does not need backward computation. | |
| I0330 00:58:45.985647 10583 net.cpp:228] loss2/lstm_transform_22 does not need backward computation. | |
| I0330 00:58:45.985659 10583 net.cpp:228] loss2/lstm_h_conted_21 does not need backward computation. | |
| I0330 00:58:45.985671 10583 net.cpp:228] h_21_loss2/lstm_unit_21_1_split does not need backward computation. | |
| I0330 00:58:45.985690 10583 net.cpp:228] loss2/lstm_unit_21 does not need backward computation. | |
| I0330 00:58:45.985702 10583 net.cpp:228] loss2/lstm_gate_input_21 does not need backward computation. | |
| I0330 00:58:45.985713 10583 net.cpp:228] loss2/lstm_transform_21 does not need backward computation. | |
| I0330 00:58:45.985724 10583 net.cpp:228] loss2/lstm_h_conted_20 does not need backward computation. | |
| I0330 00:58:45.985735 10583 net.cpp:228] h_20_loss2/lstm_unit_20_1_split does not need backward computation. | |
| I0330 00:58:45.985746 10583 net.cpp:228] loss2/lstm_unit_20 does not need backward computation. | |
| I0330 00:58:45.985759 10583 net.cpp:228] loss2/lstm_gate_input_20 does not need backward computation. | |
| I0330 00:58:45.985769 10583 net.cpp:228] loss2/lstm_transform_20 does not need backward computation. | |
| I0330 00:58:45.985780 10583 net.cpp:228] loss2/lstm_h_conted_19 does not need backward computation. | |
| I0330 00:58:45.985791 10583 net.cpp:228] h_19_loss2/lstm_unit_19_1_split does not need backward computation. | |
| I0330 00:58:45.985802 10583 net.cpp:228] loss2/lstm_unit_19 does not need backward computation. | |
| I0330 00:58:45.985826 10583 net.cpp:228] loss2/lstm_gate_input_19 does not need backward computation. | |
| I0330 00:58:45.985837 10583 net.cpp:228] loss2/lstm_transform_19 does not need backward computation. | |
| I0330 00:58:45.985848 10583 net.cpp:228] loss2/lstm_h_conted_18 does not need backward computation. | |
| I0330 00:58:45.985859 10583 net.cpp:228] h_18_loss2/lstm_unit_18_1_split does not need backward computation. | |
| I0330 00:58:45.985870 10583 net.cpp:228] loss2/lstm_unit_18 does not need backward computation. | |
| I0330 00:58:45.985882 10583 net.cpp:228] loss2/lstm_gate_input_18 does not need backward computation. | |
| I0330 00:58:45.985895 10583 net.cpp:228] loss2/lstm_transform_18 does not need backward computation. | |
| I0330 00:58:45.985906 10583 net.cpp:228] loss2/lstm_h_conted_17 does not need backward computation. | |
| I0330 00:58:45.985918 10583 net.cpp:228] h_17_loss2/lstm_unit_17_1_split does not need backward computation. | |
| I0330 00:58:45.985929 10583 net.cpp:228] loss2/lstm_unit_17 does not need backward computation. | |
| I0330 00:58:45.985941 10583 net.cpp:228] loss2/lstm_gate_input_17 does not need backward computation. | |
| I0330 00:58:45.985952 10583 net.cpp:228] loss2/lstm_transform_17 does not need backward computation. | |
| I0330 00:58:45.985963 10583 net.cpp:228] loss2/lstm_h_conted_16 does not need backward computation. | |
| I0330 00:58:45.985975 10583 net.cpp:228] h_16_loss2/lstm_unit_16_1_split does not need backward computation. | |
| I0330 00:58:45.985985 10583 net.cpp:228] loss2/lstm_unit_16 does not need backward computation. | |
| I0330 00:58:45.985996 10583 net.cpp:228] loss2/lstm_gate_input_16 does not need backward computation. | |
| I0330 00:58:45.986007 10583 net.cpp:228] loss2/lstm_transform_16 does not need backward computation. | |
| I0330 00:58:45.986018 10583 net.cpp:228] loss2/lstm_h_conted_15 does not need backward computation. | |
| I0330 00:58:45.986029 10583 net.cpp:228] h_15_loss2/lstm_unit_15_1_split does not need backward computation. | |
| I0330 00:58:45.986040 10583 net.cpp:228] loss2/lstm_unit_15 does not need backward computation. | |
| I0330 00:58:45.986052 10583 net.cpp:228] loss2/lstm_gate_input_15 does not need backward computation. | |
| I0330 00:58:45.986063 10583 net.cpp:228] loss2/lstm_transform_15 does not need backward computation. | |
| I0330 00:58:45.986074 10583 net.cpp:228] loss2/lstm_h_conted_14 does not need backward computation. | |
| I0330 00:58:45.986085 10583 net.cpp:228] h_14_loss2/lstm_unit_14_1_split does not need backward computation. | |
| I0330 00:58:45.986096 10583 net.cpp:228] loss2/lstm_unit_14 does not need backward computation. | |
| I0330 00:58:45.986107 10583 net.cpp:228] loss2/lstm_gate_input_14 does not need backward computation. | |
| I0330 00:58:45.986119 10583 net.cpp:228] loss2/lstm_transform_14 does not need backward computation. | |
| I0330 00:58:45.986129 10583 net.cpp:228] loss2/lstm_h_conted_13 does not need backward computation. | |
| I0330 00:58:45.986140 10583 net.cpp:228] h_13_loss2/lstm_unit_13_1_split does not need backward computation. | |
| I0330 00:58:45.986150 10583 net.cpp:228] loss2/lstm_unit_13 does not need backward computation. | |
| I0330 00:58:45.986161 10583 net.cpp:228] loss2/lstm_gate_input_13 does not need backward computation. | |
| I0330 00:58:45.986172 10583 net.cpp:228] loss2/lstm_transform_13 does not need backward computation. | |
| I0330 00:58:45.986182 10583 net.cpp:228] loss2/lstm_h_conted_12 does not need backward computation. | |
| I0330 00:58:45.986193 10583 net.cpp:228] h_12_loss2/lstm_unit_12_1_split does not need backward computation. | |
| I0330 00:58:45.986204 10583 net.cpp:228] loss2/lstm_unit_12 does not need backward computation. | |
| I0330 00:58:45.986215 10583 net.cpp:228] loss2/lstm_gate_input_12 does not need backward computation. | |
| I0330 00:58:45.986227 10583 net.cpp:228] loss2/lstm_transform_12 does not need backward computation. | |
| I0330 00:58:45.986238 10583 net.cpp:228] loss2/lstm_h_conted_11 does not need backward computation. | |
| I0330 00:58:45.986248 10583 net.cpp:228] h_11_loss2/lstm_unit_11_1_split does not need backward computation. | |
| I0330 00:58:45.986258 10583 net.cpp:228] loss2/lstm_unit_11 does not need backward computation. | |
| I0330 00:58:45.986273 10583 net.cpp:228] loss2/lstm_gate_input_11 does not need backward computation. | |
| I0330 00:58:45.986294 10583 net.cpp:228] loss2/lstm_transform_11 does not need backward computation. | |
| I0330 00:58:45.986307 10583 net.cpp:228] loss2/lstm_h_conted_10 does not need backward computation. | |
| I0330 00:58:45.986318 10583 net.cpp:228] h_10_loss2/lstm_unit_10_1_split does not need backward computation. | |
| I0330 00:58:45.986330 10583 net.cpp:228] loss2/lstm_unit_10 does not need backward computation. | |
| I0330 00:58:45.986340 10583 net.cpp:228] loss2/lstm_gate_input_10 does not need backward computation. | |
| I0330 00:58:45.986352 10583 net.cpp:228] loss2/lstm_transform_10 does not need backward computation. | |
| I0330 00:58:45.986363 10583 net.cpp:228] loss2/lstm_h_conted_9 does not need backward computation. | |
| I0330 00:58:45.986374 10583 net.cpp:228] h_9_loss2/lstm_unit_9_1_split does not need backward computation. | |
| I0330 00:58:45.986387 10583 net.cpp:228] loss2/lstm_unit_9 does not need backward computation. | |
| I0330 00:58:45.986400 10583 net.cpp:228] loss2/lstm_gate_input_9 does not need backward computation. | |
| I0330 00:58:45.986413 10583 net.cpp:228] loss2/lstm_transform_9 does not need backward computation. | |
| I0330 00:58:45.986423 10583 net.cpp:228] loss2/lstm_h_conted_8 does not need backward computation. | |
| I0330 00:58:45.986434 10583 net.cpp:228] h_8_loss2/lstm_unit_8_1_split does not need backward computation. | |
| I0330 00:58:45.986444 10583 net.cpp:228] loss2/lstm_unit_8 does not need backward computation. | |
| I0330 00:58:45.986456 10583 net.cpp:228] loss2/lstm_gate_input_8 does not need backward computation. | |
| I0330 00:58:45.986467 10583 net.cpp:228] loss2/lstm_transform_8 does not need backward computation. | |
| I0330 00:58:45.986479 10583 net.cpp:228] loss2/lstm_h_conted_7 does not need backward computation. | |
| I0330 00:58:45.986490 10583 net.cpp:228] h_7_loss2/lstm_unit_7_1_split does not need backward computation. | |
| I0330 00:58:45.986500 10583 net.cpp:228] loss2/lstm_unit_7 does not need backward computation. | |
| I0330 00:58:45.986512 10583 net.cpp:228] loss2/lstm_gate_input_7 does not need backward computation. | |
| I0330 00:58:45.986523 10583 net.cpp:228] loss2/lstm_transform_7 does not need backward computation. | |
| I0330 00:58:45.986541 10583 net.cpp:228] loss2/lstm_h_conted_6 does not need backward computation. | |
| I0330 00:58:45.986552 10583 net.cpp:228] h_6_loss2/lstm_unit_6_1_split does not need backward computation. | |
| I0330 00:58:45.986562 10583 net.cpp:228] loss2/lstm_unit_6 does not need backward computation. | |
| I0330 00:58:45.986574 10583 net.cpp:228] loss2/lstm_gate_input_6 does not need backward computation. | |
| I0330 00:58:45.986585 10583 net.cpp:228] loss2/lstm_transform_6 does not need backward computation. | |
| I0330 00:58:45.986604 10583 net.cpp:228] loss2/lstm_h_conted_5 does not need backward computation. | |
| I0330 00:58:45.986615 10583 net.cpp:228] h_5_loss2/lstm_unit_5_1_split does not need backward computation. | |
| I0330 00:58:45.986625 10583 net.cpp:228] loss2/lstm_unit_5 does not need backward computation. | |
| I0330 00:58:45.986636 10583 net.cpp:228] loss2/lstm_gate_input_5 does not need backward computation. | |
| I0330 00:58:45.986649 10583 net.cpp:228] loss2/lstm_transform_5 does not need backward computation. | |
| I0330 00:58:45.986659 10583 net.cpp:228] loss2/lstm_h_conted_4 does not need backward computation. | |
| I0330 00:58:45.986670 10583 net.cpp:228] h_4_loss2/lstm_unit_4_1_split does not need backward computation. | |
| I0330 00:58:45.986680 10583 net.cpp:228] loss2/lstm_unit_4 does not need backward computation. | |
| I0330 00:58:45.986691 10583 net.cpp:228] loss2/lstm_gate_input_4 does not need backward computation. | |
| I0330 00:58:45.986702 10583 net.cpp:228] loss2/lstm_transform_4 does not need backward computation. | |
| I0330 00:58:45.986712 10583 net.cpp:228] loss2/lstm_h_conted_3 does not need backward computation. | |
| I0330 00:58:45.986724 10583 net.cpp:228] h_3_loss2/lstm_unit_3_1_split does not need backward computation. | |
| I0330 00:58:45.986734 10583 net.cpp:228] loss2/lstm_unit_3 does not need backward computation. | |
| I0330 00:58:45.986747 10583 net.cpp:228] loss2/lstm_gate_input_3 does not need backward computation. | |
| I0330 00:58:45.986766 10583 net.cpp:228] loss2/lstm_transform_3 does not need backward computation. | |
| I0330 00:58:45.986778 10583 net.cpp:228] loss2/lstm_h_conted_2 does not need backward computation. | |
| I0330 00:58:45.986789 10583 net.cpp:228] h_2_loss2/lstm_unit_2_1_split does not need backward computation. | |
| I0330 00:58:45.986800 10583 net.cpp:228] loss2/lstm_unit_2 does not need backward computation. | |
| I0330 00:58:45.986812 10583 net.cpp:228] loss2/lstm_gate_input_2 does not need backward computation. | |
| I0330 00:58:45.986832 10583 net.cpp:228] loss2/lstm_transform_2 does not need backward computation. | |
| I0330 00:58:45.986843 10583 net.cpp:228] loss2/lstm_h_conted_1 does not need backward computation. | |
| I0330 00:58:45.986855 10583 net.cpp:228] h_1_loss2/lstm_unit_1_1_split does not need backward computation. | |
| I0330 00:58:45.986865 10583 net.cpp:228] loss2/lstm_unit_1 does not need backward computation. | |
| I0330 00:58:45.986877 10583 net.cpp:228] loss2/lstm_gate_input_1 does not need backward computation. | |
| I0330 00:58:45.986896 10583 net.cpp:228] loss2/lstm_transform_1 does not need backward computation. | |
| I0330 00:58:45.986907 10583 net.cpp:228] loss2/lstm_h_conted_0 does not need backward computation. | |
| I0330 00:58:45.986922 10583 net.cpp:228] loss2/lstm_W_xc_x_slice does not need backward computation. | |
| I0330 00:58:45.986937 10583 net.cpp:228] W_xc_x_static_loss2/lstm__0_split does not need backward computation. | |
| I0330 00:58:45.986956 10583 net.cpp:228] loss2/lstm_ does not need backward computation. | |
| I0330 00:58:45.986968 10583 net.cpp:228] loss2/lstm_W_xc_x_static does not need backward computation. | |
| I0330 00:58:45.986996 10583 net.cpp:228] loss2/lstm_x_transform does not need backward computation. | |
| I0330 00:58:45.987010 10583 net.cpp:228] cont_22_loss2/lstm_cont_slice_21_split does not need backward computation. | |
| I0330 00:58:45.987020 10583 net.cpp:228] cont_21_loss2/lstm_cont_slice_20_split does not need backward computation. | |
| I0330 00:58:45.987031 10583 net.cpp:228] cont_20_loss2/lstm_cont_slice_19_split does not need backward computation. | |
| I0330 00:58:45.987042 10583 net.cpp:228] cont_19_loss2/lstm_cont_slice_18_split does not need backward computation. | |
| I0330 00:58:45.987053 10583 net.cpp:228] cont_18_loss2/lstm_cont_slice_17_split does not need backward computation. | |
| I0330 00:58:45.987064 10583 net.cpp:228] cont_17_loss2/lstm_cont_slice_16_split does not need backward computation. | |
| I0330 00:58:45.987071 10583 net.cpp:228] cont_16_loss2/lstm_cont_slice_15_split does not need backward computation. | |
| I0330 00:58:45.987083 10583 net.cpp:228] cont_15_loss2/lstm_cont_slice_14_split does not need backward computation. | |
| I0330 00:58:45.987093 10583 net.cpp:228] cont_14_loss2/lstm_cont_slice_13_split does not need backward computation. | |
| I0330 00:58:45.987104 10583 net.cpp:228] cont_13_loss2/lstm_cont_slice_12_split does not need backward computation. | |
| I0330 00:58:45.987118 10583 net.cpp:228] cont_12_loss2/lstm_cont_slice_11_split does not need backward computation. | |
| I0330 00:58:45.987129 10583 net.cpp:228] cont_11_loss2/lstm_cont_slice_10_split does not need backward computation. | |
| I0330 00:58:45.987139 10583 net.cpp:228] cont_10_loss2/lstm_cont_slice_9_split does not need backward computation. | |
| I0330 00:58:45.987150 10583 net.cpp:228] cont_9_loss2/lstm_cont_slice_8_split does not need backward computation. | |
| I0330 00:58:45.987161 10583 net.cpp:228] cont_8_loss2/lstm_cont_slice_7_split does not need backward computation. | |
| I0330 00:58:45.987180 10583 net.cpp:228] cont_7_loss2/lstm_cont_slice_6_split does not need backward computation. | |
| I0330 00:58:45.987191 10583 net.cpp:228] cont_6_loss2/lstm_cont_slice_5_split does not need backward computation. | |
| I0330 00:58:45.987202 10583 net.cpp:228] cont_5_loss2/lstm_cont_slice_4_split does not need backward computation. | |
| I0330 00:58:45.987212 10583 net.cpp:228] cont_4_loss2/lstm_cont_slice_3_split does not need backward computation. | |
| I0330 00:58:45.987222 10583 net.cpp:228] cont_3_loss2/lstm_cont_slice_2_split does not need backward computation. | |
| I0330 00:58:45.987233 10583 net.cpp:228] cont_2_loss2/lstm_cont_slice_1_split does not need backward computation. | |
| I0330 00:58:45.987254 10583 net.cpp:228] cont_1_loss2/lstm_cont_slice_0_split does not need backward computation. | |
| I0330 00:58:45.987269 10583 net.cpp:228] loss2/lstm_cont_slice does not need backward computation. | |
| I0330 00:58:45.987296 10583 net.cpp:270] This network produces output c_T | |
| I0330 00:58:45.987308 10583 net.cpp:270] This network produces output h | |
| I0330 00:58:46.001245 10583 net.cpp:283] Network initialization done. | |
| I0330 00:58:46.001555 10583 recurrent_layer.cpp:134] Adding parameter 0: W_xc | |
| I0330 00:58:46.001585 10583 recurrent_layer.cpp:134] Adding parameter 1: b_c | |
| I0330 00:58:46.001596 10583 recurrent_layer.cpp:134] Adding parameter 2: W_xc_static | |
| I0330 00:58:46.001606 10583 recurrent_layer.cpp:134] Adding parameter 3: W_hc | |
| I0330 00:58:46.001889 10583 net.cpp:150] Setting up loss2/lstm | |
| I0330 00:58:46.001919 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:46.001930 10583 net.cpp:165] Memory required for data: 337807572 | |
| I0330 00:58:46.001948 10583 layer_factory.hpp:77] Creating layer loss2/predict | |
| I0330 00:58:46.001966 10583 net.cpp:106] Creating Layer loss2/predict | |
| I0330 00:58:46.001981 10583 net.cpp:454] loss2/predict <- loss2/lstm | |
| I0330 00:58:46.001996 10583 net.cpp:411] loss2/predict -> loss2/predict | |
| I0330 00:58:46.002390 10583 net.cpp:150] Setting up loss2/predict | |
| I0330 00:58:46.002418 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002429 10583 net.cpp:165] Memory required for data: 337859668 | |
| I0330 00:58:46.002444 10583 layer_factory.hpp:77] Creating layer loss2/predict_loss2/predict_0_split | |
| I0330 00:58:46.002460 10583 net.cpp:106] Creating Layer loss2/predict_loss2/predict_0_split | |
| I0330 00:58:46.002472 10583 net.cpp:454] loss2/predict_loss2/predict_0_split <- loss2/predict | |
| I0330 00:58:46.002485 10583 net.cpp:411] loss2/predict_loss2/predict_0_split -> loss2/predict_loss2/predict_0_split_0 | |
| I0330 00:58:46.002501 10583 net.cpp:411] loss2/predict_loss2/predict_0_split -> loss2/predict_loss2/predict_0_split_1 | |
| I0330 00:58:46.002516 10583 net.cpp:411] loss2/predict_loss2/predict_0_split -> loss2/predict_loss2/predict_0_split_2 | |
| I0330 00:58:46.002532 10583 net.cpp:411] loss2/predict_loss2/predict_0_split -> loss2/predict_loss2/predict_0_split_3 | |
| I0330 00:58:46.002545 10583 net.cpp:411] loss2/predict_loss2/predict_0_split -> loss2/predict_loss2/predict_0_split_4 | |
| I0330 00:58:46.002635 10583 net.cpp:150] Setting up loss2/predict_loss2/predict_0_split | |
| I0330 00:58:46.002653 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002665 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002676 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002687 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002698 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.002708 10583 net.cpp:165] Memory required for data: 338120148 | |
| I0330 00:58:46.002722 10583 layer_factory.hpp:77] Creating layer loss2/cross_entropy_loss | |
| I0330 00:58:46.002740 10583 net.cpp:106] Creating Layer loss2/cross_entropy_loss | |
| I0330 00:58:46.002753 10583 net.cpp:454] loss2/cross_entropy_loss <- loss2/predict_loss2/predict_0_split_0 | |
| I0330 00:58:46.002766 10583 net.cpp:454] loss2/cross_entropy_loss <- label_data_1_split_5 | |
| I0330 00:58:46.002780 10583 net.cpp:411] loss2/cross_entropy_loss -> loss2/cross_entropy_loss | |
| I0330 00:58:46.002796 10583 layer_factory.hpp:77] Creating layer loss2/cross_entropy_loss | |
| I0330 00:58:46.003161 10583 net.cpp:150] Setting up loss2/cross_entropy_loss | |
| I0330 00:58:46.003183 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.003195 10583 net.cpp:160] with loss weight 0.3 | |
| I0330 00:58:46.003212 10583 net.cpp:165] Memory required for data: 338120152 | |
| I0330 00:58:46.003223 10583 layer_factory.hpp:77] Creating layer loss2/accuracy | |
| I0330 00:58:46.003239 10583 net.cpp:106] Creating Layer loss2/accuracy | |
| I0330 00:58:46.003252 10583 net.cpp:454] loss2/accuracy <- loss2/predict_loss2/predict_0_split_1 | |
| I0330 00:58:46.003264 10583 net.cpp:454] loss2/accuracy <- label_data_1_split_6 | |
| I0330 00:58:46.003278 10583 net.cpp:411] loss2/accuracy -> loss2/accuracy | |
| I0330 00:58:46.003319 10583 net.cpp:150] Setting up loss2/accuracy | |
| I0330 00:58:46.003334 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.003345 10583 net.cpp:165] Memory required for data: 338120156 | |
| I0330 00:58:46.003355 10583 layer_factory.hpp:77] Creating layer loss2/accuracy_top3 | |
| I0330 00:58:46.003368 10583 net.cpp:106] Creating Layer loss2/accuracy_top3 | |
| I0330 00:58:46.003379 10583 net.cpp:454] loss2/accuracy_top3 <- loss2/predict_loss2/predict_0_split_2 | |
| I0330 00:58:46.003391 10583 net.cpp:454] loss2/accuracy_top3 <- label_data_1_split_7 | |
| I0330 00:58:46.003406 10583 net.cpp:411] loss2/accuracy_top3 -> loss2/accuracy_top3 | |
| I0330 00:58:46.003420 10583 net.cpp:150] Setting up loss2/accuracy_top3 | |
| I0330 00:58:46.003433 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.003443 10583 net.cpp:165] Memory required for data: 338120160 | |
| I0330 00:58:46.003453 10583 layer_factory.hpp:77] Creating layer loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.003469 10583 net.cpp:106] Creating Layer loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.003481 10583 net.cpp:454] loss2/cross_entropy_loss_incl_empty <- loss2/predict_loss2/predict_0_split_3 | |
| I0330 00:58:46.003494 10583 net.cpp:454] loss2/cross_entropy_loss_incl_empty <- label_data_1_split_8 | |
| I0330 00:58:46.003506 10583 net.cpp:411] loss2/cross_entropy_loss_incl_empty -> loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.003522 10583 layer_factory.hpp:77] Creating layer loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.003945 10583 net.cpp:150] Setting up loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.003968 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.003979 10583 net.cpp:160] with loss weight 0.3 | |
| I0330 00:58:46.003993 10583 net.cpp:165] Memory required for data: 338120164 | |
| I0330 00:58:46.004005 10583 layer_factory.hpp:77] Creating layer loss2/accuracy_incl_empty | |
| I0330 00:58:46.004020 10583 net.cpp:106] Creating Layer loss2/accuracy_incl_empty | |
| I0330 00:58:46.004032 10583 net.cpp:454] loss2/accuracy_incl_empty <- loss2/predict_loss2/predict_0_split_4 | |
| I0330 00:58:46.004045 10583 net.cpp:454] loss2/accuracy_incl_empty <- label_data_1_split_9 | |
| I0330 00:58:46.004060 10583 net.cpp:411] loss2/accuracy_incl_empty -> loss2/accuracy_incl_empty | |
| I0330 00:58:46.004077 10583 net.cpp:150] Setting up loss2/accuracy_incl_empty | |
| I0330 00:58:46.004091 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.004101 10583 net.cpp:165] Memory required for data: 338120168 | |
| I0330 00:58:46.004112 10583 layer_factory.hpp:77] Creating layer inception_4e/1x1 | |
| I0330 00:58:46.004129 10583 net.cpp:106] Creating Layer inception_4e/1x1 | |
| I0330 00:58:46.004142 10583 net.cpp:454] inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1 | |
| I0330 00:58:46.004159 10583 net.cpp:411] inception_4e/1x1 -> inception_4e/1x1 | |
| I0330 00:58:46.005911 10583 net.cpp:150] Setting up inception_4e/1x1 | |
| I0330 00:58:46.005945 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:46.005957 10583 net.cpp:165] Memory required for data: 339004904 | |
| I0330 00:58:46.005971 10583 layer_factory.hpp:77] Creating layer inception_4e/1x1/bn | |
| I0330 00:58:46.005990 10583 net.cpp:106] Creating Layer inception_4e/1x1/bn | |
| I0330 00:58:46.006003 10583 net.cpp:454] inception_4e/1x1/bn <- inception_4e/1x1 | |
| I0330 00:58:46.006017 10583 net.cpp:397] inception_4e/1x1/bn -> inception_4e/1x1 (in-place) | |
| I0330 00:58:46.006218 10583 net.cpp:150] Setting up inception_4e/1x1/bn | |
| I0330 00:58:46.006237 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:46.006247 10583 net.cpp:165] Memory required for data: 339889640 | |
| I0330 00:58:46.006268 10583 layer_factory.hpp:77] Creating layer inception_4e/1x1/scale | |
| I0330 00:58:46.006285 10583 net.cpp:106] Creating Layer inception_4e/1x1/scale | |
| I0330 00:58:46.006297 10583 net.cpp:454] inception_4e/1x1/scale <- inception_4e/1x1 | |
| I0330 00:58:46.006310 10583 net.cpp:397] inception_4e/1x1/scale -> inception_4e/1x1 (in-place) | |
| I0330 00:58:46.006368 10583 layer_factory.hpp:77] Creating layer inception_4e/1x1/scale | |
| I0330 00:58:46.006485 10583 net.cpp:150] Setting up inception_4e/1x1/scale | |
| I0330 00:58:46.006505 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:46.006527 10583 net.cpp:165] Memory required for data: 340774376 | |
| I0330 00:58:46.006546 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_1x1 | |
| I0330 00:58:46.006561 10583 net.cpp:106] Creating Layer inception_4e/relu_1x1 | |
| I0330 00:58:46.006573 10583 net.cpp:454] inception_4e/relu_1x1 <- inception_4e/1x1 | |
| I0330 00:58:46.006587 10583 net.cpp:397] inception_4e/relu_1x1 -> inception_4e/1x1 (in-place) | |
| I0330 00:58:46.006752 10583 net.cpp:150] Setting up inception_4e/relu_1x1 | |
| I0330 00:58:46.006772 10583 net.cpp:157] Top shape: 8 256 6 18 (221184) | |
| I0330 00:58:46.006783 10583 net.cpp:165] Memory required for data: 341659112 | |
| I0330 00:58:46.006793 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce | |
| I0330 00:58:46.006821 10583 net.cpp:106] Creating Layer inception_4e/3x3_reduce | |
| I0330 00:58:46.006839 10583 net.cpp:454] inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2 | |
| I0330 00:58:46.006853 10583 net.cpp:411] inception_4e/3x3_reduce -> inception_4e/3x3_reduce | |
| I0330 00:58:46.008744 10583 net.cpp:150] Setting up inception_4e/3x3_reduce | |
| I0330 00:58:46.008777 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:46.008790 10583 net.cpp:165] Memory required for data: 342212072 | |
| I0330 00:58:46.008803 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce/bn | |
| I0330 00:58:46.008821 10583 net.cpp:106] Creating Layer inception_4e/3x3_reduce/bn | |
| I0330 00:58:46.008833 10583 net.cpp:454] inception_4e/3x3_reduce/bn <- inception_4e/3x3_reduce | |
| I0330 00:58:46.008847 10583 net.cpp:397] inception_4e/3x3_reduce/bn -> inception_4e/3x3_reduce (in-place) | |
| I0330 00:58:46.009075 10583 net.cpp:150] Setting up inception_4e/3x3_reduce/bn | |
| I0330 00:58:46.009105 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:46.009116 10583 net.cpp:165] Memory required for data: 342765032 | |
| I0330 00:58:46.009135 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce/scale | |
| I0330 00:58:46.009148 10583 net.cpp:106] Creating Layer inception_4e/3x3_reduce/scale | |
| I0330 00:58:46.009160 10583 net.cpp:454] inception_4e/3x3_reduce/scale <- inception_4e/3x3_reduce | |
| I0330 00:58:46.009176 10583 net.cpp:397] inception_4e/3x3_reduce/scale -> inception_4e/3x3_reduce (in-place) | |
| I0330 00:58:46.009240 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3_reduce/scale | |
| I0330 00:58:46.009383 10583 net.cpp:150] Setting up inception_4e/3x3_reduce/scale | |
| I0330 00:58:46.009402 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:46.009415 10583 net.cpp:165] Memory required for data: 343317992 | |
| I0330 00:58:46.009433 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3_reduce | |
| I0330 00:58:46.009449 10583 net.cpp:106] Creating Layer inception_4e/relu_3x3_reduce | |
| I0330 00:58:46.009460 10583 net.cpp:454] inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce | |
| I0330 00:58:46.009474 10583 net.cpp:397] inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place) | |
| I0330 00:58:46.009768 10583 net.cpp:150] Setting up inception_4e/relu_3x3_reduce | |
| I0330 00:58:46.009798 10583 net.cpp:157] Top shape: 8 160 6 18 (138240) | |
| I0330 00:58:46.009809 10583 net.cpp:165] Memory required for data: 343870952 | |
| I0330 00:58:46.009820 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3 | |
| I0330 00:58:46.009840 10583 net.cpp:106] Creating Layer inception_4e/3x3 | |
| I0330 00:58:46.009855 10583 net.cpp:454] inception_4e/3x3 <- inception_4e/3x3_reduce | |
| I0330 00:58:46.009868 10583 net.cpp:411] inception_4e/3x3 -> inception_4e/3x3 | |
| I0330 00:58:46.014341 10583 net.cpp:150] Setting up inception_4e/3x3 | |
| I0330 00:58:46.014379 10583 net.cpp:157] Top shape: 8 320 6 18 (276480) | |
| I0330 00:58:46.014390 10583 net.cpp:165] Memory required for data: 344976872 | |
| I0330 00:58:46.014405 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3/bn | |
| I0330 00:58:46.014420 10583 net.cpp:106] Creating Layer inception_4e/3x3/bn | |
| I0330 00:58:46.014432 10583 net.cpp:454] inception_4e/3x3/bn <- inception_4e/3x3 | |
| I0330 00:58:46.014449 10583 net.cpp:397] inception_4e/3x3/bn -> inception_4e/3x3 (in-place) | |
| I0330 00:58:46.014686 10583 net.cpp:150] Setting up inception_4e/3x3/bn | |
| I0330 00:58:46.014729 10583 net.cpp:157] Top shape: 8 320 6 18 (276480) | |
| I0330 00:58:46.014741 10583 net.cpp:165] Memory required for data: 346082792 | |
| I0330 00:58:46.014758 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3/scale | |
| I0330 00:58:46.014775 10583 net.cpp:106] Creating Layer inception_4e/3x3/scale | |
| I0330 00:58:46.014789 10583 net.cpp:454] inception_4e/3x3/scale <- inception_4e/3x3 | |
| I0330 00:58:46.014806 10583 net.cpp:397] inception_4e/3x3/scale -> inception_4e/3x3 (in-place) | |
| I0330 00:58:46.014870 10583 layer_factory.hpp:77] Creating layer inception_4e/3x3/scale | |
| I0330 00:58:46.015049 10583 net.cpp:150] Setting up inception_4e/3x3/scale | |
| I0330 00:58:46.015069 10583 net.cpp:157] Top shape: 8 320 6 18 (276480) | |
| I0330 00:58:46.015079 10583 net.cpp:165] Memory required for data: 347188712 | |
| I0330 00:58:46.015096 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_3x3 | |
| I0330 00:58:46.015110 10583 net.cpp:106] Creating Layer inception_4e/relu_3x3 | |
| I0330 00:58:46.015122 10583 net.cpp:454] inception_4e/relu_3x3 <- inception_4e/3x3 | |
| I0330 00:58:46.015137 10583 net.cpp:397] inception_4e/relu_3x3 -> inception_4e/3x3 (in-place) | |
| I0330 00:58:46.015426 10583 net.cpp:150] Setting up inception_4e/relu_3x3 | |
| I0330 00:58:46.015455 10583 net.cpp:157] Top shape: 8 320 6 18 (276480) | |
| I0330 00:58:46.015467 10583 net.cpp:165] Memory required for data: 348294632 | |
| I0330 00:58:46.015478 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce | |
| I0330 00:58:46.015499 10583 net.cpp:106] Creating Layer inception_4e/5x5_reduce | |
| I0330 00:58:46.015512 10583 net.cpp:454] inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3 | |
| I0330 00:58:46.015527 10583 net.cpp:411] inception_4e/5x5_reduce -> inception_4e/5x5_reduce | |
| I0330 00:58:46.016582 10583 net.cpp:150] Setting up inception_4e/5x5_reduce | |
| I0330 00:58:46.016614 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:46.016626 10583 net.cpp:165] Memory required for data: 348405224 | |
| I0330 00:58:46.016639 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce/bn | |
| I0330 00:58:46.016656 10583 net.cpp:106] Creating Layer inception_4e/5x5_reduce/bn | |
| I0330 00:58:46.016670 10583 net.cpp:454] inception_4e/5x5_reduce/bn <- inception_4e/5x5_reduce | |
| I0330 00:58:46.016685 10583 net.cpp:397] inception_4e/5x5_reduce/bn -> inception_4e/5x5_reduce (in-place) | |
| I0330 00:58:46.016911 10583 net.cpp:150] Setting up inception_4e/5x5_reduce/bn | |
| I0330 00:58:46.016937 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:46.016948 10583 net.cpp:165] Memory required for data: 348515816 | |
| I0330 00:58:46.016965 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce/scale | |
| I0330 00:58:46.016983 10583 net.cpp:106] Creating Layer inception_4e/5x5_reduce/scale | |
| I0330 00:58:46.016996 10583 net.cpp:454] inception_4e/5x5_reduce/scale <- inception_4e/5x5_reduce | |
| I0330 00:58:46.017010 10583 net.cpp:397] inception_4e/5x5_reduce/scale -> inception_4e/5x5_reduce (in-place) | |
| I0330 00:58:46.017069 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5_reduce/scale | |
| I0330 00:58:46.017206 10583 net.cpp:150] Setting up inception_4e/5x5_reduce/scale | |
| I0330 00:58:46.017225 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:46.017235 10583 net.cpp:165] Memory required for data: 348626408 | |
| I0330 00:58:46.017251 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5_reduce | |
| I0330 00:58:46.017268 10583 net.cpp:106] Creating Layer inception_4e/relu_5x5_reduce | |
| I0330 00:58:46.017282 10583 net.cpp:454] inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce | |
| I0330 00:58:46.017294 10583 net.cpp:397] inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place) | |
| I0330 00:58:46.017580 10583 net.cpp:150] Setting up inception_4e/relu_5x5_reduce | |
| I0330 00:58:46.017609 10583 net.cpp:157] Top shape: 8 32 6 18 (27648) | |
| I0330 00:58:46.017621 10583 net.cpp:165] Memory required for data: 348737000 | |
| I0330 00:58:46.017632 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5 | |
| I0330 00:58:46.017652 10583 net.cpp:106] Creating Layer inception_4e/5x5 | |
| I0330 00:58:46.017678 10583 net.cpp:454] inception_4e/5x5 <- inception_4e/5x5_reduce | |
| I0330 00:58:46.017696 10583 net.cpp:411] inception_4e/5x5 -> inception_4e/5x5 | |
| I0330 00:58:46.019299 10583 net.cpp:150] Setting up inception_4e/5x5 | |
| I0330 00:58:46.019331 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.019343 10583 net.cpp:165] Memory required for data: 349179368 | |
| I0330 00:58:46.019357 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5/bn | |
| I0330 00:58:46.019376 10583 net.cpp:106] Creating Layer inception_4e/5x5/bn | |
| I0330 00:58:46.019389 10583 net.cpp:454] inception_4e/5x5/bn <- inception_4e/5x5 | |
| I0330 00:58:46.019402 10583 net.cpp:397] inception_4e/5x5/bn -> inception_4e/5x5 (in-place) | |
| I0330 00:58:46.019620 10583 net.cpp:150] Setting up inception_4e/5x5/bn | |
| I0330 00:58:46.019647 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.019659 10583 net.cpp:165] Memory required for data: 349621736 | |
| I0330 00:58:46.019675 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5/scale | |
| I0330 00:58:46.019690 10583 net.cpp:106] Creating Layer inception_4e/5x5/scale | |
| I0330 00:58:46.019702 10583 net.cpp:454] inception_4e/5x5/scale <- inception_4e/5x5 | |
| I0330 00:58:46.019716 10583 net.cpp:397] inception_4e/5x5/scale -> inception_4e/5x5 (in-place) | |
| I0330 00:58:46.019775 10583 layer_factory.hpp:77] Creating layer inception_4e/5x5/scale | |
| I0330 00:58:46.019903 10583 net.cpp:150] Setting up inception_4e/5x5/scale | |
| I0330 00:58:46.019920 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.019932 10583 net.cpp:165] Memory required for data: 350064104 | |
| I0330 00:58:46.019949 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_5x5 | |
| I0330 00:58:46.019964 10583 net.cpp:106] Creating Layer inception_4e/relu_5x5 | |
| I0330 00:58:46.019975 10583 net.cpp:454] inception_4e/relu_5x5 <- inception_4e/5x5 | |
| I0330 00:58:46.019990 10583 net.cpp:397] inception_4e/relu_5x5 -> inception_4e/5x5 (in-place) | |
| I0330 00:58:46.020270 10583 net.cpp:150] Setting up inception_4e/relu_5x5 | |
| I0330 00:58:46.020310 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.020323 10583 net.cpp:165] Memory required for data: 350506472 | |
| I0330 00:58:46.020334 10583 layer_factory.hpp:77] Creating layer inception_4e/pool | |
| I0330 00:58:46.020349 10583 net.cpp:106] Creating Layer inception_4e/pool | |
| I0330 00:58:46.020361 10583 net.cpp:454] inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4 | |
| I0330 00:58:46.020376 10583 net.cpp:411] inception_4e/pool -> inception_4e/pool | |
| I0330 00:58:46.020437 10583 net.cpp:150] Setting up inception_4e/pool | |
| I0330 00:58:46.020454 10583 net.cpp:157] Top shape: 8 528 6 18 (456192) | |
| I0330 00:58:46.020464 10583 net.cpp:165] Memory required for data: 352331240 | |
| I0330 00:58:46.020475 10583 layer_factory.hpp:77] Creating layer inception_4e/pool_proj | |
| I0330 00:58:46.020493 10583 net.cpp:106] Creating Layer inception_4e/pool_proj | |
| I0330 00:58:46.020506 10583 net.cpp:454] inception_4e/pool_proj <- inception_4e/pool | |
| I0330 00:58:46.020525 10583 net.cpp:411] inception_4e/pool_proj -> inception_4e/pool_proj | |
| I0330 00:58:46.021786 10583 net.cpp:150] Setting up inception_4e/pool_proj | |
| I0330 00:58:46.021818 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.021831 10583 net.cpp:165] Memory required for data: 352773608 | |
| I0330 00:58:46.021844 10583 layer_factory.hpp:77] Creating layer inception_4e/pool_proj/bn | |
| I0330 00:58:46.021863 10583 net.cpp:106] Creating Layer inception_4e/pool_proj/bn | |
| I0330 00:58:46.021877 10583 net.cpp:454] inception_4e/pool_proj/bn <- inception_4e/pool_proj | |
| I0330 00:58:46.021890 10583 net.cpp:397] inception_4e/pool_proj/bn -> inception_4e/pool_proj (in-place) | |
| I0330 00:58:46.022099 10583 net.cpp:150] Setting up inception_4e/pool_proj/bn | |
| I0330 00:58:46.022117 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.022128 10583 net.cpp:165] Memory required for data: 353215976 | |
| I0330 00:58:46.022146 10583 layer_factory.hpp:77] Creating layer inception_4e/pool_proj/scale | |
| I0330 00:58:46.022166 10583 net.cpp:106] Creating Layer inception_4e/pool_proj/scale | |
| I0330 00:58:46.022192 10583 net.cpp:454] inception_4e/pool_proj/scale <- inception_4e/pool_proj | |
| I0330 00:58:46.022207 10583 net.cpp:397] inception_4e/pool_proj/scale -> inception_4e/pool_proj (in-place) | |
| I0330 00:58:46.022264 10583 layer_factory.hpp:77] Creating layer inception_4e/pool_proj/scale | |
| I0330 00:58:46.022394 10583 net.cpp:150] Setting up inception_4e/pool_proj/scale | |
| I0330 00:58:46.022413 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.022423 10583 net.cpp:165] Memory required for data: 353658344 | |
| I0330 00:58:46.022436 10583 layer_factory.hpp:77] Creating layer inception_4e/relu_pool_proj | |
| I0330 00:58:46.022454 10583 net.cpp:106] Creating Layer inception_4e/relu_pool_proj | |
| I0330 00:58:46.022465 10583 net.cpp:454] inception_4e/relu_pool_proj <- inception_4e/pool_proj | |
| I0330 00:58:46.022477 10583 net.cpp:397] inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place) | |
| I0330 00:58:46.022753 10583 net.cpp:150] Setting up inception_4e/relu_pool_proj | |
| I0330 00:58:46.022784 10583 net.cpp:157] Top shape: 8 128 6 18 (110592) | |
| I0330 00:58:46.022796 10583 net.cpp:165] Memory required for data: 354100712 | |
| I0330 00:58:46.022807 10583 layer_factory.hpp:77] Creating layer inception_4e/output | |
| I0330 00:58:46.022827 10583 net.cpp:106] Creating Layer inception_4e/output | |
| I0330 00:58:46.022840 10583 net.cpp:454] inception_4e/output <- inception_4e/1x1 | |
| I0330 00:58:46.022852 10583 net.cpp:454] inception_4e/output <- inception_4e/3x3 | |
| I0330 00:58:46.022864 10583 net.cpp:454] inception_4e/output <- inception_4e/5x5 | |
| I0330 00:58:46.022884 10583 net.cpp:454] inception_4e/output <- inception_4e/pool_proj | |
| I0330 00:58:46.022897 10583 net.cpp:411] inception_4e/output -> inception_4e/output | |
| I0330 00:58:46.022936 10583 net.cpp:150] Setting up inception_4e/output | |
| I0330 00:58:46.022956 10583 net.cpp:157] Top shape: 8 832 6 18 (718848) | |
| I0330 00:58:46.022967 10583 net.cpp:165] Memory required for data: 356976104 | |
| I0330 00:58:46.022996 10583 layer_factory.hpp:77] Creating layer pool4/3x3_s2 | |
| I0330 00:58:46.023012 10583 net.cpp:106] Creating Layer pool4/3x3_s2 | |
| I0330 00:58:46.023025 10583 net.cpp:454] pool4/3x3_s2 <- inception_4e/output | |
| I0330 00:58:46.023041 10583 net.cpp:411] pool4/3x3_s2 -> pool4/3x3_s2 | |
| I0330 00:58:46.023097 10583 net.cpp:150] Setting up pool4/3x3_s2 | |
| I0330 00:58:46.023113 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.023123 10583 net.cpp:165] Memory required for data: 357694952 | |
| I0330 00:58:46.023135 10583 layer_factory.hpp:77] Creating layer pool4/3x3_s2_pool4/3x3_s2_0_split | |
| I0330 00:58:46.023152 10583 net.cpp:106] Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split | |
| I0330 00:58:46.023164 10583 net.cpp:454] pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2 | |
| I0330 00:58:46.023176 10583 net.cpp:411] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0 | |
| I0330 00:58:46.023191 10583 net.cpp:411] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1 | |
| I0330 00:58:46.023206 10583 net.cpp:411] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2 | |
| I0330 00:58:46.023222 10583 net.cpp:411] pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3 | |
| I0330 00:58:46.023298 10583 net.cpp:150] Setting up pool4/3x3_s2_pool4/3x3_s2_0_split | |
| I0330 00:58:46.023314 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.023326 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.023337 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.023349 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.023358 10583 net.cpp:165] Memory required for data: 360570344 | |
| I0330 00:58:46.023368 10583 layer_factory.hpp:77] Creating layer inception_5a/1x1 | |
| I0330 00:58:46.023387 10583 net.cpp:106] Creating Layer inception_5a/1x1 | |
| I0330 00:58:46.023399 10583 net.cpp:454] inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0 | |
| I0330 00:58:46.023416 10583 net.cpp:411] inception_5a/1x1 -> inception_5a/1x1 | |
| I0330 00:58:46.026154 10583 net.cpp:150] Setting up inception_5a/1x1 | |
| I0330 00:58:46.026187 10583 net.cpp:157] Top shape: 8 256 3 9 (55296) | |
| I0330 00:58:46.026201 10583 net.cpp:165] Memory required for data: 360791528 | |
| I0330 00:58:46.026227 10583 layer_factory.hpp:77] Creating layer inception_5a/1x1/bn | |
| I0330 00:58:46.026249 10583 net.cpp:106] Creating Layer inception_5a/1x1/bn | |
| I0330 00:58:46.026262 10583 net.cpp:454] inception_5a/1x1/bn <- inception_5a/1x1 | |
| I0330 00:58:46.026275 10583 net.cpp:397] inception_5a/1x1/bn -> inception_5a/1x1 (in-place) | |
| I0330 00:58:46.026489 10583 net.cpp:150] Setting up inception_5a/1x1/bn | |
| I0330 00:58:46.026515 10583 net.cpp:157] Top shape: 8 256 3 9 (55296) | |
| I0330 00:58:46.026527 10583 net.cpp:165] Memory required for data: 361012712 | |
| I0330 00:58:46.026546 10583 layer_factory.hpp:77] Creating layer inception_5a/1x1/scale | |
| I0330 00:58:46.026561 10583 net.cpp:106] Creating Layer inception_5a/1x1/scale | |
| I0330 00:58:46.026573 10583 net.cpp:454] inception_5a/1x1/scale <- inception_5a/1x1 | |
| I0330 00:58:46.026585 10583 net.cpp:397] inception_5a/1x1/scale -> inception_5a/1x1 (in-place) | |
| I0330 00:58:46.026648 10583 layer_factory.hpp:77] Creating layer inception_5a/1x1/scale | |
| I0330 00:58:46.026782 10583 net.cpp:150] Setting up inception_5a/1x1/scale | |
| I0330 00:58:46.026801 10583 net.cpp:157] Top shape: 8 256 3 9 (55296) | |
| I0330 00:58:46.026811 10583 net.cpp:165] Memory required for data: 361233896 | |
| I0330 00:58:46.026829 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_1x1 | |
| I0330 00:58:46.026845 10583 net.cpp:106] Creating Layer inception_5a/relu_1x1 | |
| I0330 00:58:46.026856 10583 net.cpp:454] inception_5a/relu_1x1 <- inception_5a/1x1 | |
| I0330 00:58:46.026868 10583 net.cpp:397] inception_5a/relu_1x1 -> inception_5a/1x1 (in-place) | |
| I0330 00:58:46.027075 10583 net.cpp:150] Setting up inception_5a/relu_1x1 | |
| I0330 00:58:46.027096 10583 net.cpp:157] Top shape: 8 256 3 9 (55296) | |
| I0330 00:58:46.027106 10583 net.cpp:165] Memory required for data: 361455080 | |
| I0330 00:58:46.027117 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce | |
| I0330 00:58:46.027144 10583 net.cpp:106] Creating Layer inception_5a/3x3_reduce | |
| I0330 00:58:46.027158 10583 net.cpp:454] inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1 | |
| I0330 00:58:46.027171 10583 net.cpp:411] inception_5a/3x3_reduce -> inception_5a/3x3_reduce | |
| I0330 00:58:46.029434 10583 net.cpp:150] Setting up inception_5a/3x3_reduce | |
| I0330 00:58:46.029467 10583 net.cpp:157] Top shape: 8 160 3 9 (34560) | |
| I0330 00:58:46.029479 10583 net.cpp:165] Memory required for data: 361593320 | |
| I0330 00:58:46.029494 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce/bn | |
| I0330 00:58:46.029547 10583 net.cpp:106] Creating Layer inception_5a/3x3_reduce/bn | |
| I0330 00:58:46.029562 10583 net.cpp:454] inception_5a/3x3_reduce/bn <- inception_5a/3x3_reduce | |
| I0330 00:58:46.029577 10583 net.cpp:397] inception_5a/3x3_reduce/bn -> inception_5a/3x3_reduce (in-place) | |
| I0330 00:58:46.029805 10583 net.cpp:150] Setting up inception_5a/3x3_reduce/bn | |
| I0330 00:58:46.029832 10583 net.cpp:157] Top shape: 8 160 3 9 (34560) | |
| I0330 00:58:46.029844 10583 net.cpp:165] Memory required for data: 361731560 | |
| I0330 00:58:46.029860 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce/scale | |
| I0330 00:58:46.029880 10583 net.cpp:106] Creating Layer inception_5a/3x3_reduce/scale | |
| I0330 00:58:46.029891 10583 net.cpp:454] inception_5a/3x3_reduce/scale <- inception_5a/3x3_reduce | |
| I0330 00:58:46.029906 10583 net.cpp:397] inception_5a/3x3_reduce/scale -> inception_5a/3x3_reduce (in-place) | |
| I0330 00:58:46.029963 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3_reduce/scale | |
| I0330 00:58:46.030104 10583 net.cpp:150] Setting up inception_5a/3x3_reduce/scale | |
| I0330 00:58:46.030127 10583 net.cpp:157] Top shape: 8 160 3 9 (34560) | |
| I0330 00:58:46.030138 10583 net.cpp:165] Memory required for data: 361869800 | |
| I0330 00:58:46.030153 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3_reduce | |
| I0330 00:58:46.030169 10583 net.cpp:106] Creating Layer inception_5a/relu_3x3_reduce | |
| I0330 00:58:46.030179 10583 net.cpp:454] inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce | |
| I0330 00:58:46.030194 10583 net.cpp:397] inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place) | |
| I0330 00:58:46.030488 10583 net.cpp:150] Setting up inception_5a/relu_3x3_reduce | |
| I0330 00:58:46.030519 10583 net.cpp:157] Top shape: 8 160 3 9 (34560) | |
| I0330 00:58:46.030534 10583 net.cpp:165] Memory required for data: 362008040 | |
| I0330 00:58:46.030544 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3 | |
| I0330 00:58:46.030561 10583 net.cpp:106] Creating Layer inception_5a/3x3 | |
| I0330 00:58:46.030573 10583 net.cpp:454] inception_5a/3x3 <- inception_5a/3x3_reduce | |
| I0330 00:58:46.030591 10583 net.cpp:411] inception_5a/3x3 -> inception_5a/3x3 | |
| I0330 00:58:46.035151 10583 net.cpp:150] Setting up inception_5a/3x3 | |
| I0330 00:58:46.035187 10583 net.cpp:157] Top shape: 8 320 3 9 (69120) | |
| I0330 00:58:46.035199 10583 net.cpp:165] Memory required for data: 362284520 | |
| I0330 00:58:46.035213 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3/bn | |
| I0330 00:58:46.035229 10583 net.cpp:106] Creating Layer inception_5a/3x3/bn | |
| I0330 00:58:46.035243 10583 net.cpp:454] inception_5a/3x3/bn <- inception_5a/3x3 | |
| I0330 00:58:46.035260 10583 net.cpp:397] inception_5a/3x3/bn -> inception_5a/3x3 (in-place) | |
| I0330 00:58:46.035509 10583 net.cpp:150] Setting up inception_5a/3x3/bn | |
| I0330 00:58:46.035537 10583 net.cpp:157] Top shape: 8 320 3 9 (69120) | |
| I0330 00:58:46.035547 10583 net.cpp:165] Memory required for data: 362561000 | |
| I0330 00:58:46.035564 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3/scale | |
| I0330 00:58:46.035579 10583 net.cpp:106] Creating Layer inception_5a/3x3/scale | |
| I0330 00:58:46.035591 10583 net.cpp:454] inception_5a/3x3/scale <- inception_5a/3x3 | |
| I0330 00:58:46.035606 10583 net.cpp:397] inception_5a/3x3/scale -> inception_5a/3x3 (in-place) | |
| I0330 00:58:46.035673 10583 layer_factory.hpp:77] Creating layer inception_5a/3x3/scale | |
| I0330 00:58:46.035830 10583 net.cpp:150] Setting up inception_5a/3x3/scale | |
| I0330 00:58:46.035850 10583 net.cpp:157] Top shape: 8 320 3 9 (69120) | |
| I0330 00:58:46.035859 10583 net.cpp:165] Memory required for data: 362837480 | |
| I0330 00:58:46.035876 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_3x3 | |
| I0330 00:58:46.035889 10583 net.cpp:106] Creating Layer inception_5a/relu_3x3 | |
| I0330 00:58:46.035902 10583 net.cpp:454] inception_5a/relu_3x3 <- inception_5a/3x3 | |
| I0330 00:58:46.035915 10583 net.cpp:397] inception_5a/relu_3x3 -> inception_5a/3x3 (in-place) | |
| I0330 00:58:46.036201 10583 net.cpp:150] Setting up inception_5a/relu_3x3 | |
| I0330 00:58:46.036231 10583 net.cpp:157] Top shape: 8 320 3 9 (69120) | |
| I0330 00:58:46.036242 10583 net.cpp:165] Memory required for data: 363113960 | |
| I0330 00:58:46.036253 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce | |
| I0330 00:58:46.036273 10583 net.cpp:106] Creating Layer inception_5a/5x5_reduce | |
| I0330 00:58:46.036288 10583 net.cpp:454] inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2 | |
| I0330 00:58:46.036303 10583 net.cpp:411] inception_5a/5x5_reduce -> inception_5a/5x5_reduce | |
| I0330 00:58:46.037447 10583 net.cpp:150] Setting up inception_5a/5x5_reduce | |
| I0330 00:58:46.037479 10583 net.cpp:157] Top shape: 8 32 3 9 (6912) | |
| I0330 00:58:46.037495 10583 net.cpp:165] Memory required for data: 363141608 | |
| I0330 00:58:46.037509 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce/bn | |
| I0330 00:58:46.037528 10583 net.cpp:106] Creating Layer inception_5a/5x5_reduce/bn | |
| I0330 00:58:46.037539 10583 net.cpp:454] inception_5a/5x5_reduce/bn <- inception_5a/5x5_reduce | |
| I0330 00:58:46.037554 10583 net.cpp:397] inception_5a/5x5_reduce/bn -> inception_5a/5x5_reduce (in-place) | |
| I0330 00:58:46.037781 10583 net.cpp:150] Setting up inception_5a/5x5_reduce/bn | |
| I0330 00:58:46.037811 10583 net.cpp:157] Top shape: 8 32 3 9 (6912) | |
| I0330 00:58:46.037822 10583 net.cpp:165] Memory required for data: 363169256 | |
| I0330 00:58:46.037837 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce/scale | |
| I0330 00:58:46.037853 10583 net.cpp:106] Creating Layer inception_5a/5x5_reduce/scale | |
| I0330 00:58:46.037864 10583 net.cpp:454] inception_5a/5x5_reduce/scale <- inception_5a/5x5_reduce | |
| I0330 00:58:46.037878 10583 net.cpp:397] inception_5a/5x5_reduce/scale -> inception_5a/5x5_reduce (in-place) | |
| I0330 00:58:46.037961 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5_reduce/scale | |
| I0330 00:58:46.038110 10583 net.cpp:150] Setting up inception_5a/5x5_reduce/scale | |
| I0330 00:58:46.038127 10583 net.cpp:157] Top shape: 8 32 3 9 (6912) | |
| I0330 00:58:46.038138 10583 net.cpp:165] Memory required for data: 363196904 | |
| I0330 00:58:46.038154 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5_reduce | |
| I0330 00:58:46.038171 10583 net.cpp:106] Creating Layer inception_5a/relu_5x5_reduce | |
| I0330 00:58:46.038182 10583 net.cpp:454] inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce | |
| I0330 00:58:46.038194 10583 net.cpp:397] inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place) | |
| I0330 00:58:46.038378 10583 net.cpp:150] Setting up inception_5a/relu_5x5_reduce | |
| I0330 00:58:46.038398 10583 net.cpp:157] Top shape: 8 32 3 9 (6912) | |
| I0330 00:58:46.038410 10583 net.cpp:165] Memory required for data: 363224552 | |
| I0330 00:58:46.038421 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5 | |
| I0330 00:58:46.038437 10583 net.cpp:106] Creating Layer inception_5a/5x5 | |
| I0330 00:58:46.038450 10583 net.cpp:454] inception_5a/5x5 <- inception_5a/5x5_reduce | |
| I0330 00:58:46.038465 10583 net.cpp:411] inception_5a/5x5 -> inception_5a/5x5 | |
| I0330 00:58:46.040046 10583 net.cpp:150] Setting up inception_5a/5x5 | |
| I0330 00:58:46.040078 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.040091 10583 net.cpp:165] Memory required for data: 363335144 | |
| I0330 00:58:46.040104 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5/bn | |
| I0330 00:58:46.040125 10583 net.cpp:106] Creating Layer inception_5a/5x5/bn | |
| I0330 00:58:46.040138 10583 net.cpp:454] inception_5a/5x5/bn <- inception_5a/5x5 | |
| I0330 00:58:46.040153 10583 net.cpp:397] inception_5a/5x5/bn -> inception_5a/5x5 (in-place) | |
| I0330 00:58:46.040370 10583 net.cpp:150] Setting up inception_5a/5x5/bn | |
| I0330 00:58:46.040396 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.040408 10583 net.cpp:165] Memory required for data: 363445736 | |
| I0330 00:58:46.040424 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5/scale | |
| I0330 00:58:46.040442 10583 net.cpp:106] Creating Layer inception_5a/5x5/scale | |
| I0330 00:58:46.040454 10583 net.cpp:454] inception_5a/5x5/scale <- inception_5a/5x5 | |
| I0330 00:58:46.040467 10583 net.cpp:397] inception_5a/5x5/scale -> inception_5a/5x5 (in-place) | |
| I0330 00:58:46.040526 10583 layer_factory.hpp:77] Creating layer inception_5a/5x5/scale | |
| I0330 00:58:46.040664 10583 net.cpp:150] Setting up inception_5a/5x5/scale | |
| I0330 00:58:46.040690 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.040701 10583 net.cpp:165] Memory required for data: 363556328 | |
| I0330 00:58:46.040717 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_5x5 | |
| I0330 00:58:46.040734 10583 net.cpp:106] Creating Layer inception_5a/relu_5x5 | |
| I0330 00:58:46.040745 10583 net.cpp:454] inception_5a/relu_5x5 <- inception_5a/5x5 | |
| I0330 00:58:46.040760 10583 net.cpp:397] inception_5a/relu_5x5 -> inception_5a/5x5 (in-place) | |
| I0330 00:58:46.041052 10583 net.cpp:150] Setting up inception_5a/relu_5x5 | |
| I0330 00:58:46.041082 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.041095 10583 net.cpp:165] Memory required for data: 363666920 | |
| I0330 00:58:46.041105 10583 layer_factory.hpp:77] Creating layer inception_5a/pool | |
| I0330 00:58:46.041124 10583 net.cpp:106] Creating Layer inception_5a/pool | |
| I0330 00:58:46.041136 10583 net.cpp:454] inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3 | |
| I0330 00:58:46.041153 10583 net.cpp:411] inception_5a/pool -> inception_5a/pool | |
| I0330 00:58:46.041213 10583 net.cpp:150] Setting up inception_5a/pool | |
| I0330 00:58:46.041231 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.041241 10583 net.cpp:165] Memory required for data: 364385768 | |
| I0330 00:58:46.041252 10583 layer_factory.hpp:77] Creating layer inception_5a/pool_proj | |
| I0330 00:58:46.041270 10583 net.cpp:106] Creating Layer inception_5a/pool_proj | |
| I0330 00:58:46.041283 10583 net.cpp:454] inception_5a/pool_proj <- inception_5a/pool | |
| I0330 00:58:46.041299 10583 net.cpp:411] inception_5a/pool_proj -> inception_5a/pool_proj | |
| I0330 00:58:46.043352 10583 net.cpp:150] Setting up inception_5a/pool_proj | |
| I0330 00:58:46.043385 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.043398 10583 net.cpp:165] Memory required for data: 364496360 | |
| I0330 00:58:46.043413 10583 layer_factory.hpp:77] Creating layer inception_5a/pool_proj/bn | |
| I0330 00:58:46.043432 10583 net.cpp:106] Creating Layer inception_5a/pool_proj/bn | |
| I0330 00:58:46.043445 10583 net.cpp:454] inception_5a/pool_proj/bn <- inception_5a/pool_proj | |
| I0330 00:58:46.043458 10583 net.cpp:397] inception_5a/pool_proj/bn -> inception_5a/pool_proj (in-place) | |
| I0330 00:58:46.043678 10583 net.cpp:150] Setting up inception_5a/pool_proj/bn | |
| I0330 00:58:46.043695 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.043706 10583 net.cpp:165] Memory required for data: 364606952 | |
| I0330 00:58:46.043725 10583 layer_factory.hpp:77] Creating layer inception_5a/pool_proj/scale | |
| I0330 00:58:46.043741 10583 net.cpp:106] Creating Layer inception_5a/pool_proj/scale | |
| I0330 00:58:46.043753 10583 net.cpp:454] inception_5a/pool_proj/scale <- inception_5a/pool_proj | |
| I0330 00:58:46.043766 10583 net.cpp:397] inception_5a/pool_proj/scale -> inception_5a/pool_proj (in-place) | |
| I0330 00:58:46.043831 10583 layer_factory.hpp:77] Creating layer inception_5a/pool_proj/scale | |
| I0330 00:58:46.043967 10583 net.cpp:150] Setting up inception_5a/pool_proj/scale | |
| I0330 00:58:46.043985 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.043995 10583 net.cpp:165] Memory required for data: 364717544 | |
| I0330 00:58:46.044009 10583 layer_factory.hpp:77] Creating layer inception_5a/relu_pool_proj | |
| I0330 00:58:46.044023 10583 net.cpp:106] Creating Layer inception_5a/relu_pool_proj | |
| I0330 00:58:46.044035 10583 net.cpp:454] inception_5a/relu_pool_proj <- inception_5a/pool_proj | |
| I0330 00:58:46.044050 10583 net.cpp:397] inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place) | |
| I0330 00:58:46.044417 10583 net.cpp:150] Setting up inception_5a/relu_pool_proj | |
| I0330 00:58:46.044448 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.044461 10583 net.cpp:165] Memory required for data: 364828136 | |
| I0330 00:58:46.044471 10583 layer_factory.hpp:77] Creating layer inception_5a/output | |
| I0330 00:58:46.044486 10583 net.cpp:106] Creating Layer inception_5a/output | |
| I0330 00:58:46.044497 10583 net.cpp:454] inception_5a/output <- inception_5a/1x1 | |
| I0330 00:58:46.044512 10583 net.cpp:454] inception_5a/output <- inception_5a/3x3 | |
| I0330 00:58:46.044525 10583 net.cpp:454] inception_5a/output <- inception_5a/5x5 | |
| I0330 00:58:46.044536 10583 net.cpp:454] inception_5a/output <- inception_5a/pool_proj | |
| I0330 00:58:46.044548 10583 net.cpp:411] inception_5a/output -> inception_5a/output | |
| I0330 00:58:46.044594 10583 net.cpp:150] Setting up inception_5a/output | |
| I0330 00:58:46.044610 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.044621 10583 net.cpp:165] Memory required for data: 365546984 | |
| I0330 00:58:46.044633 10583 layer_factory.hpp:77] Creating layer inception_5a/output_inception_5a/output_0_split | |
| I0330 00:58:46.044647 10583 net.cpp:106] Creating Layer inception_5a/output_inception_5a/output_0_split | |
| I0330 00:58:46.044659 10583 net.cpp:454] inception_5a/output_inception_5a/output_0_split <- inception_5a/output | |
| I0330 00:58:46.044674 10583 net.cpp:411] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0 | |
| I0330 00:58:46.044689 10583 net.cpp:411] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1 | |
| I0330 00:58:46.044704 10583 net.cpp:411] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2 | |
| I0330 00:58:46.044718 10583 net.cpp:411] inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3 | |
| I0330 00:58:46.044800 10583 net.cpp:150] Setting up inception_5a/output_inception_5a/output_0_split | |
| I0330 00:58:46.044816 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.044828 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.044857 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.044869 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.044879 10583 net.cpp:165] Memory required for data: 368422376 | |
| I0330 00:58:46.044890 10583 layer_factory.hpp:77] Creating layer inception_5b/1x1 | |
| I0330 00:58:46.044910 10583 net.cpp:106] Creating Layer inception_5b/1x1 | |
| I0330 00:58:46.044924 10583 net.cpp:454] inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0 | |
| I0330 00:58:46.044937 10583 net.cpp:411] inception_5b/1x1 -> inception_5b/1x1 | |
| I0330 00:58:46.048482 10583 net.cpp:150] Setting up inception_5b/1x1 | |
| I0330 00:58:46.048518 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.048532 10583 net.cpp:165] Memory required for data: 368754152 | |
| I0330 00:58:46.048545 10583 layer_factory.hpp:77] Creating layer inception_5b/1x1/bn | |
| I0330 00:58:46.048563 10583 net.cpp:106] Creating Layer inception_5b/1x1/bn | |
| I0330 00:58:46.048574 10583 net.cpp:454] inception_5b/1x1/bn <- inception_5b/1x1 | |
| I0330 00:58:46.048589 10583 net.cpp:397] inception_5b/1x1/bn -> inception_5b/1x1 (in-place) | |
| I0330 00:58:46.048836 10583 net.cpp:150] Setting up inception_5b/1x1/bn | |
| I0330 00:58:46.048863 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.048874 10583 net.cpp:165] Memory required for data: 369085928 | |
| I0330 00:58:46.048890 10583 layer_factory.hpp:77] Creating layer inception_5b/1x1/scale | |
| I0330 00:58:46.048905 10583 net.cpp:106] Creating Layer inception_5b/1x1/scale | |
| I0330 00:58:46.048918 10583 net.cpp:454] inception_5b/1x1/scale <- inception_5b/1x1 | |
| I0330 00:58:46.048931 10583 net.cpp:397] inception_5b/1x1/scale -> inception_5b/1x1 (in-place) | |
| I0330 00:58:46.048995 10583 layer_factory.hpp:77] Creating layer inception_5b/1x1/scale | |
| I0330 00:58:46.049154 10583 net.cpp:150] Setting up inception_5b/1x1/scale | |
| I0330 00:58:46.049175 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.049186 10583 net.cpp:165] Memory required for data: 369417704 | |
| I0330 00:58:46.049201 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_1x1 | |
| I0330 00:58:46.049216 10583 net.cpp:106] Creating Layer inception_5b/relu_1x1 | |
| I0330 00:58:46.049228 10583 net.cpp:454] inception_5b/relu_1x1 <- inception_5b/1x1 | |
| I0330 00:58:46.049240 10583 net.cpp:397] inception_5b/relu_1x1 -> inception_5b/1x1 (in-place) | |
| I0330 00:58:46.049422 10583 net.cpp:150] Setting up inception_5b/relu_1x1 | |
| I0330 00:58:46.049443 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.049453 10583 net.cpp:165] Memory required for data: 369749480 | |
| I0330 00:58:46.049463 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce | |
| I0330 00:58:46.049484 10583 net.cpp:106] Creating Layer inception_5b/3x3_reduce | |
| I0330 00:58:46.049496 10583 net.cpp:454] inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1 | |
| I0330 00:58:46.049513 10583 net.cpp:411] inception_5b/3x3_reduce -> inception_5b/3x3_reduce | |
| I0330 00:58:46.051995 10583 net.cpp:150] Setting up inception_5b/3x3_reduce | |
| I0330 00:58:46.052028 10583 net.cpp:157] Top shape: 8 192 3 9 (41472) | |
| I0330 00:58:46.052042 10583 net.cpp:165] Memory required for data: 369915368 | |
| I0330 00:58:46.052054 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce/bn | |
| I0330 00:58:46.052069 10583 net.cpp:106] Creating Layer inception_5b/3x3_reduce/bn | |
| I0330 00:58:46.052081 10583 net.cpp:454] inception_5b/3x3_reduce/bn <- inception_5b/3x3_reduce | |
| I0330 00:58:46.052099 10583 net.cpp:397] inception_5b/3x3_reduce/bn -> inception_5b/3x3_reduce (in-place) | |
| I0330 00:58:46.052342 10583 net.cpp:150] Setting up inception_5b/3x3_reduce/bn | |
| I0330 00:58:46.052369 10583 net.cpp:157] Top shape: 8 192 3 9 (41472) | |
| I0330 00:58:46.052381 10583 net.cpp:165] Memory required for data: 370081256 | |
| I0330 00:58:46.052397 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce/scale | |
| I0330 00:58:46.052412 10583 net.cpp:106] Creating Layer inception_5b/3x3_reduce/scale | |
| I0330 00:58:46.052423 10583 net.cpp:454] inception_5b/3x3_reduce/scale <- inception_5b/3x3_reduce | |
| I0330 00:58:46.052441 10583 net.cpp:397] inception_5b/3x3_reduce/scale -> inception_5b/3x3_reduce (in-place) | |
| I0330 00:58:46.052518 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3_reduce/scale | |
| I0330 00:58:46.052670 10583 net.cpp:150] Setting up inception_5b/3x3_reduce/scale | |
| I0330 00:58:46.052690 10583 net.cpp:157] Top shape: 8 192 3 9 (41472) | |
| I0330 00:58:46.052700 10583 net.cpp:165] Memory required for data: 370247144 | |
| I0330 00:58:46.052716 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3_reduce | |
| I0330 00:58:46.052732 10583 net.cpp:106] Creating Layer inception_5b/relu_3x3_reduce | |
| I0330 00:58:46.052747 10583 net.cpp:454] inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce | |
| I0330 00:58:46.052758 10583 net.cpp:397] inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place) | |
| I0330 00:58:46.053040 10583 net.cpp:150] Setting up inception_5b/relu_3x3_reduce | |
| I0330 00:58:46.053069 10583 net.cpp:157] Top shape: 8 192 3 9 (41472) | |
| I0330 00:58:46.053081 10583 net.cpp:165] Memory required for data: 370413032 | |
| I0330 00:58:46.053092 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3 | |
| I0330 00:58:46.053112 10583 net.cpp:106] Creating Layer inception_5b/3x3 | |
| I0330 00:58:46.053125 10583 net.cpp:454] inception_5b/3x3 <- inception_5b/3x3_reduce | |
| I0330 00:58:46.053141 10583 net.cpp:411] inception_5b/3x3 -> inception_5b/3x3 | |
| I0330 00:58:46.059329 10583 net.cpp:150] Setting up inception_5b/3x3 | |
| I0330 00:58:46.059362 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.059376 10583 net.cpp:165] Memory required for data: 370744808 | |
| I0330 00:58:46.059389 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3/bn | |
| I0330 00:58:46.059404 10583 net.cpp:106] Creating Layer inception_5b/3x3/bn | |
| I0330 00:58:46.059417 10583 net.cpp:454] inception_5b/3x3/bn <- inception_5b/3x3 | |
| I0330 00:58:46.059430 10583 net.cpp:397] inception_5b/3x3/bn -> inception_5b/3x3 (in-place) | |
| I0330 00:58:46.059662 10583 net.cpp:150] Setting up inception_5b/3x3/bn | |
| I0330 00:58:46.059689 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.059701 10583 net.cpp:165] Memory required for data: 371076584 | |
| I0330 00:58:46.059718 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3/scale | |
| I0330 00:58:46.059734 10583 net.cpp:106] Creating Layer inception_5b/3x3/scale | |
| I0330 00:58:46.059747 10583 net.cpp:454] inception_5b/3x3/scale <- inception_5b/3x3 | |
| I0330 00:58:46.059761 10583 net.cpp:397] inception_5b/3x3/scale -> inception_5b/3x3 (in-place) | |
| I0330 00:58:46.059824 10583 layer_factory.hpp:77] Creating layer inception_5b/3x3/scale | |
| I0330 00:58:46.059986 10583 net.cpp:150] Setting up inception_5b/3x3/scale | |
| I0330 00:58:46.060006 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.060016 10583 net.cpp:165] Memory required for data: 371408360 | |
| I0330 00:58:46.060031 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_3x3 | |
| I0330 00:58:46.060045 10583 net.cpp:106] Creating Layer inception_5b/relu_3x3 | |
| I0330 00:58:46.060065 10583 net.cpp:454] inception_5b/relu_3x3 <- inception_5b/3x3 | |
| I0330 00:58:46.060077 10583 net.cpp:397] inception_5b/relu_3x3 -> inception_5b/3x3 (in-place) | |
| I0330 00:58:46.060362 10583 net.cpp:150] Setting up inception_5b/relu_3x3 | |
| I0330 00:58:46.060392 10583 net.cpp:157] Top shape: 8 384 3 9 (82944) | |
| I0330 00:58:46.060405 10583 net.cpp:165] Memory required for data: 371740136 | |
| I0330 00:58:46.060416 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce | |
| I0330 00:58:46.060436 10583 net.cpp:106] Creating Layer inception_5b/5x5_reduce | |
| I0330 00:58:46.060449 10583 net.cpp:454] inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2 | |
| I0330 00:58:46.060467 10583 net.cpp:411] inception_5b/5x5_reduce -> inception_5b/5x5_reduce | |
| I0330 00:58:46.061717 10583 net.cpp:150] Setting up inception_5b/5x5_reduce | |
| I0330 00:58:46.061749 10583 net.cpp:157] Top shape: 8 48 3 9 (10368) | |
| I0330 00:58:46.061763 10583 net.cpp:165] Memory required for data: 371781608 | |
| I0330 00:58:46.061775 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce/bn | |
| I0330 00:58:46.061794 10583 net.cpp:106] Creating Layer inception_5b/5x5_reduce/bn | |
| I0330 00:58:46.061820 10583 net.cpp:454] inception_5b/5x5_reduce/bn <- inception_5b/5x5_reduce | |
| I0330 00:58:46.061836 10583 net.cpp:397] inception_5b/5x5_reduce/bn -> inception_5b/5x5_reduce (in-place) | |
| I0330 00:58:46.062085 10583 net.cpp:150] Setting up inception_5b/5x5_reduce/bn | |
| I0330 00:58:46.062113 10583 net.cpp:157] Top shape: 8 48 3 9 (10368) | |
| I0330 00:58:46.062124 10583 net.cpp:165] Memory required for data: 371823080 | |
| I0330 00:58:46.062140 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce/scale | |
| I0330 00:58:46.062155 10583 net.cpp:106] Creating Layer inception_5b/5x5_reduce/scale | |
| I0330 00:58:46.062167 10583 net.cpp:454] inception_5b/5x5_reduce/scale <- inception_5b/5x5_reduce | |
| I0330 00:58:46.062180 10583 net.cpp:397] inception_5b/5x5_reduce/scale -> inception_5b/5x5_reduce (in-place) | |
| I0330 00:58:46.062247 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5_reduce/scale | |
| I0330 00:58:46.062403 10583 net.cpp:150] Setting up inception_5b/5x5_reduce/scale | |
| I0330 00:58:46.062429 10583 net.cpp:157] Top shape: 8 48 3 9 (10368) | |
| I0330 00:58:46.062441 10583 net.cpp:165] Memory required for data: 371864552 | |
| I0330 00:58:46.062455 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5_reduce | |
| I0330 00:58:46.062479 10583 net.cpp:106] Creating Layer inception_5b/relu_5x5_reduce | |
| I0330 00:58:46.062491 10583 net.cpp:454] inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce | |
| I0330 00:58:46.062505 10583 net.cpp:397] inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place) | |
| I0330 00:58:46.062692 10583 net.cpp:150] Setting up inception_5b/relu_5x5_reduce | |
| I0330 00:58:46.062722 10583 net.cpp:157] Top shape: 8 48 3 9 (10368) | |
| I0330 00:58:46.062737 10583 net.cpp:165] Memory required for data: 371906024 | |
| I0330 00:58:46.062750 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5 | |
| I0330 00:58:46.062768 10583 net.cpp:106] Creating Layer inception_5b/5x5 | |
| I0330 00:58:46.062780 10583 net.cpp:454] inception_5b/5x5 <- inception_5b/5x5_reduce | |
| I0330 00:58:46.062798 10583 net.cpp:411] inception_5b/5x5 -> inception_5b/5x5 | |
| I0330 00:58:46.064733 10583 net.cpp:150] Setting up inception_5b/5x5 | |
| I0330 00:58:46.064765 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.064779 10583 net.cpp:165] Memory required for data: 372016616 | |
| I0330 00:58:46.064792 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5/bn | |
| I0330 00:58:46.064810 10583 net.cpp:106] Creating Layer inception_5b/5x5/bn | |
| I0330 00:58:46.064822 10583 net.cpp:454] inception_5b/5x5/bn <- inception_5b/5x5 | |
| I0330 00:58:46.064838 10583 net.cpp:397] inception_5b/5x5/bn -> inception_5b/5x5 (in-place) | |
| I0330 00:58:46.065078 10583 net.cpp:150] Setting up inception_5b/5x5/bn | |
| I0330 00:58:46.065104 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.065115 10583 net.cpp:165] Memory required for data: 372127208 | |
| I0330 00:58:46.065132 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5/scale | |
| I0330 00:58:46.065150 10583 net.cpp:106] Creating Layer inception_5b/5x5/scale | |
| I0330 00:58:46.065162 10583 net.cpp:454] inception_5b/5x5/scale <- inception_5b/5x5 | |
| I0330 00:58:46.065176 10583 net.cpp:397] inception_5b/5x5/scale -> inception_5b/5x5 (in-place) | |
| I0330 00:58:46.065240 10583 layer_factory.hpp:77] Creating layer inception_5b/5x5/scale | |
| I0330 00:58:46.065379 10583 net.cpp:150] Setting up inception_5b/5x5/scale | |
| I0330 00:58:46.065398 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.065408 10583 net.cpp:165] Memory required for data: 372237800 | |
| I0330 00:58:46.065423 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_5x5 | |
| I0330 00:58:46.065438 10583 net.cpp:106] Creating Layer inception_5b/relu_5x5 | |
| I0330 00:58:46.065448 10583 net.cpp:454] inception_5b/relu_5x5 <- inception_5b/5x5 | |
| I0330 00:58:46.065464 10583 net.cpp:397] inception_5b/relu_5x5 -> inception_5b/5x5 (in-place) | |
| I0330 00:58:46.065752 10583 net.cpp:150] Setting up inception_5b/relu_5x5 | |
| I0330 00:58:46.065784 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.065798 10583 net.cpp:165] Memory required for data: 372348392 | |
| I0330 00:58:46.065809 10583 layer_factory.hpp:77] Creating layer inception_5b/pool | |
| I0330 00:58:46.065839 10583 net.cpp:106] Creating Layer inception_5b/pool | |
| I0330 00:58:46.065851 10583 net.cpp:454] inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3 | |
| I0330 00:58:46.065865 10583 net.cpp:411] inception_5b/pool -> inception_5b/pool | |
| I0330 00:58:46.065934 10583 net.cpp:150] Setting up inception_5b/pool | |
| I0330 00:58:46.065954 10583 net.cpp:157] Top shape: 8 832 3 9 (179712) | |
| I0330 00:58:46.065964 10583 net.cpp:165] Memory required for data: 373067240 | |
| I0330 00:58:46.065975 10583 layer_factory.hpp:77] Creating layer inception_5b/pool_proj | |
| I0330 00:58:46.065994 10583 net.cpp:106] Creating Layer inception_5b/pool_proj | |
| I0330 00:58:46.066007 10583 net.cpp:454] inception_5b/pool_proj <- inception_5b/pool | |
| I0330 00:58:46.066023 10583 net.cpp:411] inception_5b/pool_proj -> inception_5b/pool_proj | |
| I0330 00:58:46.068125 10583 net.cpp:150] Setting up inception_5b/pool_proj | |
| I0330 00:58:46.068156 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.068169 10583 net.cpp:165] Memory required for data: 373177832 | |
| I0330 00:58:46.068183 10583 layer_factory.hpp:77] Creating layer inception_5b/pool_proj/bn | |
| I0330 00:58:46.068200 10583 net.cpp:106] Creating Layer inception_5b/pool_proj/bn | |
| I0330 00:58:46.068213 10583 net.cpp:454] inception_5b/pool_proj/bn <- inception_5b/pool_proj | |
| I0330 00:58:46.068228 10583 net.cpp:397] inception_5b/pool_proj/bn -> inception_5b/pool_proj (in-place) | |
| I0330 00:58:46.068459 10583 net.cpp:150] Setting up inception_5b/pool_proj/bn | |
| I0330 00:58:46.068485 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.068496 10583 net.cpp:165] Memory required for data: 373288424 | |
| I0330 00:58:46.068513 10583 layer_factory.hpp:77] Creating layer inception_5b/pool_proj/scale | |
| I0330 00:58:46.068532 10583 net.cpp:106] Creating Layer inception_5b/pool_proj/scale | |
| I0330 00:58:46.068545 10583 net.cpp:454] inception_5b/pool_proj/scale <- inception_5b/pool_proj | |
| I0330 00:58:46.068557 10583 net.cpp:397] inception_5b/pool_proj/scale -> inception_5b/pool_proj (in-place) | |
| I0330 00:58:46.068626 10583 layer_factory.hpp:77] Creating layer inception_5b/pool_proj/scale | |
| I0330 00:58:46.068768 10583 net.cpp:150] Setting up inception_5b/pool_proj/scale | |
| I0330 00:58:46.068788 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.068797 10583 net.cpp:165] Memory required for data: 373399016 | |
| I0330 00:58:46.068811 10583 layer_factory.hpp:77] Creating layer inception_5b/relu_pool_proj | |
| I0330 00:58:46.068825 10583 net.cpp:106] Creating Layer inception_5b/relu_pool_proj | |
| I0330 00:58:46.068836 10583 net.cpp:454] inception_5b/relu_pool_proj <- inception_5b/pool_proj | |
| I0330 00:58:46.068851 10583 net.cpp:397] inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place) | |
| I0330 00:58:46.069144 10583 net.cpp:150] Setting up inception_5b/relu_pool_proj | |
| I0330 00:58:46.069166 10583 net.cpp:157] Top shape: 8 128 3 9 (27648) | |
| I0330 00:58:46.069177 10583 net.cpp:165] Memory required for data: 373509608 | |
| I0330 00:58:46.069188 10583 layer_factory.hpp:77] Creating layer inception_5b/output | |
| I0330 00:58:46.069205 10583 net.cpp:106] Creating Layer inception_5b/output | |
| I0330 00:58:46.069217 10583 net.cpp:454] inception_5b/output <- inception_5b/1x1 | |
| I0330 00:58:46.069231 10583 net.cpp:454] inception_5b/output <- inception_5b/3x3 | |
| I0330 00:58:46.069242 10583 net.cpp:454] inception_5b/output <- inception_5b/5x5 | |
| I0330 00:58:46.069254 10583 net.cpp:454] inception_5b/output <- inception_5b/pool_proj | |
| I0330 00:58:46.069267 10583 net.cpp:411] inception_5b/output -> inception_5b/output | |
| I0330 00:58:46.069311 10583 net.cpp:150] Setting up inception_5b/output | |
| I0330 00:58:46.069329 10583 net.cpp:157] Top shape: 8 1024 3 9 (221184) | |
| I0330 00:58:46.069339 10583 net.cpp:165] Memory required for data: 374394344 | |
| I0330 00:58:46.069355 10583 layer_factory.hpp:77] Creating layer pool5/6x6_s1 | |
| I0330 00:58:46.069370 10583 net.cpp:106] Creating Layer pool5/6x6_s1 | |
| I0330 00:58:46.069381 10583 net.cpp:454] pool5/6x6_s1 <- inception_5b/output | |
| I0330 00:58:46.069397 10583 net.cpp:411] pool5/6x6_s1 -> pool5/6x6_s1 | |
| I0330 00:58:46.069618 10583 net.cpp:150] Setting up pool5/6x6_s1 | |
| I0330 00:58:46.069639 10583 net.cpp:157] Top shape: 8 1024 1 1 (8192) | |
| I0330 00:58:46.069649 10583 net.cpp:165] Memory required for data: 374427112 | |
| I0330 00:58:46.069660 10583 layer_factory.hpp:77] Creating layer pool5/drop_7x7_s1 | |
| I0330 00:58:46.069676 10583 net.cpp:106] Creating Layer pool5/drop_7x7_s1 | |
| I0330 00:58:46.069689 10583 net.cpp:454] pool5/drop_7x7_s1 <- pool5/6x6_s1 | |
| I0330 00:58:46.069701 10583 net.cpp:397] pool5/drop_7x7_s1 -> pool5/6x6_s1 (in-place) | |
| I0330 00:58:46.069741 10583 net.cpp:150] Setting up pool5/drop_7x7_s1 | |
| I0330 00:58:46.069758 10583 net.cpp:157] Top shape: 8 1024 1 1 (8192) | |
| I0330 00:58:46.069768 10583 net.cpp:165] Memory required for data: 374459880 | |
| I0330 00:58:46.069779 10583 layer_factory.hpp:77] Creating layer loss3/lstm | |
| I0330 00:58:46.069797 10583 net.cpp:106] Creating Layer loss3/lstm | |
| I0330 00:58:46.069809 10583 net.cpp:454] loss3/lstm <- dummy_dummy_0_split_2 | |
| I0330 00:58:46.069823 10583 net.cpp:454] loss3/lstm <- label_cont_data_2_split_2 | |
| I0330 00:58:46.069835 10583 net.cpp:454] loss3/lstm <- pool5/6x6_s1 | |
| I0330 00:58:46.069851 10583 net.cpp:411] loss3/lstm -> loss3/lstm | |
| I0330 00:58:46.069867 10583 recurrent_layer.cpp:27] Initializing recurrent layer: assuming input batch contains 22 timesteps of 8 independent streams. | |
| I0330 00:58:46.070762 10583 net.cpp:49] Initializing net from parameters: | |
| input: "x" | |
| input: "cont" | |
| input: "x_static" | |
| input: "c_0" | |
| input: "h_0" | |
| force_backward: true | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 22 | |
| dim: 8 | |
| } | |
| input_shape { | |
| dim: 8 | |
| dim: 1024 | |
| dim: 1 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 8 | |
| dim: 512 | |
| } | |
| layer { | |
| name: "loss3/lstm_cont_slice" | |
| type: "Slice" | |
| bottom: "cont" | |
| top: "cont_1" | |
| top: "cont_2" | |
| top: "cont_3" | |
| top: "cont_4" | |
| top: "cont_5" | |
| top: "cont_6" | |
| top: "cont_7" | |
| top: "cont_8" | |
| top: "cont_9" | |
| top: "cont_10" | |
| top: "cont_11" | |
| top: "cont_12" | |
| top: "cont_13" | |
| top: "cont_14" | |
| top: "cont_15" | |
| top: "cont_16" | |
| top: "cont_17" | |
| top: "cont_18" | |
| top: "cont_19" | |
| top: "cont_20" | |
| top: "cont_21" | |
| top: "cont_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_x_transform" | |
| type: "InnerProduct" | |
| bottom: "x" | |
| top: "W_xc_x" | |
| param { | |
| name: "W_xc" | |
| } | |
| param { | |
| name: "b_c" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: true | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_W_xc_x_static" | |
| type: "InnerProduct" | |
| bottom: "x_static" | |
| top: "W_xc_x_static_preshape" | |
| param { | |
| name: "W_xc_static" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 1 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_" | |
| type: "Reshape" | |
| bottom: "W_xc_x_static_preshape" | |
| top: "W_xc_x_static" | |
| reshape_param { | |
| shape { | |
| dim: 1 | |
| dim: -1 | |
| dim: 2048 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_W_xc_x_slice" | |
| type: "Slice" | |
| bottom: "W_xc_x" | |
| top: "W_xc_x_1" | |
| top: "W_xc_x_2" | |
| top: "W_xc_x_3" | |
| top: "W_xc_x_4" | |
| top: "W_xc_x_5" | |
| top: "W_xc_x_6" | |
| top: "W_xc_x_7" | |
| top: "W_xc_x_8" | |
| top: "W_xc_x_9" | |
| top: "W_xc_x_10" | |
| top: "W_xc_x_11" | |
| top: "W_xc_x_12" | |
| top: "W_xc_x_13" | |
| top: "W_xc_x_14" | |
| top: "W_xc_x_15" | |
| top: "W_xc_x_16" | |
| top: "W_xc_x_17" | |
| top: "W_xc_x_18" | |
| top: "W_xc_x_19" | |
| top: "W_xc_x_20" | |
| top: "W_xc_x_21" | |
| top: "W_xc_x_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_0" | |
| type: "Scalar" | |
| bottom: "h_0" | |
| bottom: "cont_1" | |
| top: "h_conted_0" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_1" | |
| type: "InnerProduct" | |
| bottom: "h_conted_0" | |
| top: "W_hc_h_0" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_1" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_0" | |
| bottom: "W_xc_x_1" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_1" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_1" | |
| type: "LSTMUnit" | |
| bottom: "c_0" | |
| bottom: "gate_input_1" | |
| bottom: "cont_1" | |
| top: "c_1" | |
| top: "h_1" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_1" | |
| type: "Scalar" | |
| bottom: "h_1" | |
| bottom: "cont_2" | |
| top: "h_conted_1" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_2" | |
| type: "InnerProduct" | |
| bottom: "h_conted_1" | |
| top: "W_hc_h_1" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_2" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_1" | |
| bottom: "W_xc_x_2" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_2" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_2" | |
| type: "LSTMUnit" | |
| bottom: "c_1" | |
| bottom: "gate_input_2" | |
| bottom: "cont_2" | |
| top: "c_2" | |
| top: "h_2" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_2" | |
| type: "Scalar" | |
| bottom: "h_2" | |
| bottom: "cont_3" | |
| top: "h_conted_2" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_3" | |
| type: "InnerProduct" | |
| bottom: "h_conted_2" | |
| top: "W_hc_h_2" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_3" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_2" | |
| bottom: "W_xc_x_3" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_3" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_3" | |
| type: "LSTMUnit" | |
| bottom: "c_2" | |
| bottom: "gate_input_3" | |
| bottom: "cont_3" | |
| top: "c_3" | |
| top: "h_3" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_3" | |
| type: "Scalar" | |
| bottom: "h_3" | |
| bottom: "cont_4" | |
| top: "h_conted_3" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_4" | |
| type: "InnerProduct" | |
| bottom: "h_conted_3" | |
| top: "W_hc_h_3" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_4" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_3" | |
| bottom: "W_xc_x_4" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_4" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_4" | |
| type: "LSTMUnit" | |
| bottom: "c_3" | |
| bottom: "gate_input_4" | |
| bottom: "cont_4" | |
| top: "c_4" | |
| top: "h_4" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_4" | |
| type: "Scalar" | |
| bottom: "h_4" | |
| bottom: "cont_5" | |
| top: "h_conted_4" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_5" | |
| type: "InnerProduct" | |
| bottom: "h_conted_4" | |
| top: "W_hc_h_4" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_5" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_4" | |
| bottom: "W_xc_x_5" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_5" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_5" | |
| type: "LSTMUnit" | |
| bottom: "c_4" | |
| bottom: "gate_input_5" | |
| bottom: "cont_5" | |
| top: "c_5" | |
| top: "h_5" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_5" | |
| type: "Scalar" | |
| bottom: "h_5" | |
| bottom: "cont_6" | |
| top: "h_conted_5" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_6" | |
| type: "InnerProduct" | |
| bottom: "h_conted_5" | |
| top: "W_hc_h_5" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_6" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_5" | |
| bottom: "W_xc_x_6" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_6" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_6" | |
| type: "LSTMUnit" | |
| bottom: "c_5" | |
| bottom: "gate_input_6" | |
| bottom: "cont_6" | |
| top: "c_6" | |
| top: "h_6" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_6" | |
| type: "Scalar" | |
| bottom: "h_6" | |
| bottom: "cont_7" | |
| top: "h_conted_6" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_7" | |
| type: "InnerProduct" | |
| bottom: "h_conted_6" | |
| top: "W_hc_h_6" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_7" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_6" | |
| bottom: "W_xc_x_7" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_7" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_7" | |
| type: "LSTMUnit" | |
| bottom: "c_6" | |
| bottom: "gate_input_7" | |
| bottom: "cont_7" | |
| top: "c_7" | |
| top: "h_7" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_7" | |
| type: "Scalar" | |
| bottom: "h_7" | |
| bottom: "cont_8" | |
| top: "h_conted_7" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_8" | |
| type: "InnerProduct" | |
| bottom: "h_conted_7" | |
| top: "W_hc_h_7" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_8" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_7" | |
| bottom: "W_xc_x_8" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_8" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_8" | |
| type: "LSTMUnit" | |
| bottom: "c_7" | |
| bottom: "gate_input_8" | |
| bottom: "cont_8" | |
| top: "c_8" | |
| top: "h_8" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_8" | |
| type: "Scalar" | |
| bottom: "h_8" | |
| bottom: "cont_9" | |
| top: "h_conted_8" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_9" | |
| type: "InnerProduct" | |
| bottom: "h_conted_8" | |
| top: "W_hc_h_8" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_9" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_8" | |
| bottom: "W_xc_x_9" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_9" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_9" | |
| type: "LSTMUnit" | |
| bottom: "c_8" | |
| bottom: "gate_input_9" | |
| bottom: "cont_9" | |
| top: "c_9" | |
| top: "h_9" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_9" | |
| type: "Scalar" | |
| bottom: "h_9" | |
| bottom: "cont_10" | |
| top: "h_conted_9" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_10" | |
| type: "InnerProduct" | |
| bottom: "h_conted_9" | |
| top: "W_hc_h_9" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_10" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_9" | |
| bottom: "W_xc_x_10" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_10" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_10" | |
| type: "LSTMUnit" | |
| bottom: "c_9" | |
| bottom: "gate_input_10" | |
| bottom: "cont_10" | |
| top: "c_10" | |
| top: "h_10" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_10" | |
| type: "Scalar" | |
| bottom: "h_10" | |
| bottom: "cont_11" | |
| top: "h_conted_10" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_11" | |
| type: "InnerProduct" | |
| bottom: "h_conted_10" | |
| top: "W_hc_h_10" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_11" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_10" | |
| bottom: "W_xc_x_11" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_11" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_11" | |
| type: "LSTMUnit" | |
| bottom: "c_10" | |
| bottom: "gate_input_11" | |
| bottom: "cont_11" | |
| top: "c_11" | |
| top: "h_11" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_11" | |
| type: "Scalar" | |
| bottom: "h_11" | |
| bottom: "cont_12" | |
| top: "h_conted_11" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_12" | |
| type: "InnerProduct" | |
| bottom: "h_conted_11" | |
| top: "W_hc_h_11" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_12" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_11" | |
| bottom: "W_xc_x_12" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_12" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_12" | |
| type: "LSTMUnit" | |
| bottom: "c_11" | |
| bottom: "gate_input_12" | |
| bottom: "cont_12" | |
| top: "c_12" | |
| top: "h_12" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_12" | |
| type: "Scalar" | |
| bottom: "h_12" | |
| bottom: "cont_13" | |
| top: "h_conted_12" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_13" | |
| type: "InnerProduct" | |
| bottom: "h_conted_12" | |
| top: "W_hc_h_12" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_13" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_12" | |
| bottom: "W_xc_x_13" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_13" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_13" | |
| type: "LSTMUnit" | |
| bottom: "c_12" | |
| bottom: "gate_input_13" | |
| bottom: "cont_13" | |
| top: "c_13" | |
| top: "h_13" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_13" | |
| type: "Scalar" | |
| bottom: "h_13" | |
| bottom: "cont_14" | |
| top: "h_conted_13" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_14" | |
| type: "InnerProduct" | |
| bottom: "h_conted_13" | |
| top: "W_hc_h_13" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_14" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_13" | |
| bottom: "W_xc_x_14" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_14" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_14" | |
| type: "LSTMUnit" | |
| bottom: "c_13" | |
| bottom: "gate_input_14" | |
| bottom: "cont_14" | |
| top: "c_14" | |
| top: "h_14" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_14" | |
| type: "Scalar" | |
| bottom: "h_14" | |
| bottom: "cont_15" | |
| top: "h_conted_14" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_15" | |
| type: "InnerProduct" | |
| bottom: "h_conted_14" | |
| top: "W_hc_h_14" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_15" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_14" | |
| bottom: "W_xc_x_15" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_15" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_15" | |
| type: "LSTMUnit" | |
| bottom: "c_14" | |
| bottom: "gate_input_15" | |
| bottom: "cont_15" | |
| top: "c_15" | |
| top: "h_15" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_15" | |
| type: "Scalar" | |
| bottom: "h_15" | |
| bottom: "cont_16" | |
| top: "h_conted_15" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_16" | |
| type: "InnerProduct" | |
| bottom: "h_conted_15" | |
| top: "W_hc_h_15" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_16" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_15" | |
| bottom: "W_xc_x_16" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_16" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_16" | |
| type: "LSTMUnit" | |
| bottom: "c_15" | |
| bottom: "gate_input_16" | |
| bottom: "cont_16" | |
| top: "c_16" | |
| top: "h_16" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_16" | |
| type: "Scalar" | |
| bottom: "h_16" | |
| bottom: "cont_17" | |
| top: "h_conted_16" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_17" | |
| type: "InnerProduct" | |
| bottom: "h_conted_16" | |
| top: "W_hc_h_16" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_17" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_16" | |
| bottom: "W_xc_x_17" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_17" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_17" | |
| type: "LSTMUnit" | |
| bottom: "c_16" | |
| bottom: "gate_input_17" | |
| bottom: "cont_17" | |
| top: "c_17" | |
| top: "h_17" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_17" | |
| type: "Scalar" | |
| bottom: "h_17" | |
| bottom: "cont_18" | |
| top: "h_conted_17" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_18" | |
| type: "InnerProduct" | |
| bottom: "h_conted_17" | |
| top: "W_hc_h_17" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_18" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_17" | |
| bottom: "W_xc_x_18" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_18" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_18" | |
| type: "LSTMUnit" | |
| bottom: "c_17" | |
| bottom: "gate_input_18" | |
| bottom: "cont_18" | |
| top: "c_18" | |
| top: "h_18" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_18" | |
| type: "Scalar" | |
| bottom: "h_18" | |
| bottom: "cont_19" | |
| top: "h_conted_18" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_19" | |
| type: "InnerProduct" | |
| bottom: "h_conted_18" | |
| top: "W_hc_h_18" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_19" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_18" | |
| bottom: "W_xc_x_19" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_19" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_19" | |
| type: "LSTMUnit" | |
| bottom: "c_18" | |
| bottom: "gate_input_19" | |
| bottom: "cont_19" | |
| top: "c_19" | |
| top: "h_19" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_19" | |
| type: "Scalar" | |
| bottom: "h_19" | |
| bottom: "cont_20" | |
| top: "h_conted_19" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_20" | |
| type: "InnerProduct" | |
| bottom: "h_conted_19" | |
| top: "W_hc_h_19" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_20" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_19" | |
| bottom: "W_xc_x_20" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_20" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_20" | |
| type: "LSTMUnit" | |
| bottom: "c_19" | |
| bottom: "gate_input_20" | |
| bottom: "cont_20" | |
| top: "c_20" | |
| top: "h_20" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_20" | |
| type: "Scalar" | |
| bottom: "h_20" | |
| bottom: "cont_21" | |
| top: "h_conted_20" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_21" | |
| type: "InnerProduct" | |
| bottom: "h_conted_20" | |
| top: "W_hc_h_20" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_21" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_20" | |
| bottom: "W_xc_x_21" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_21" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_21" | |
| type: "LSTMUnit" | |
| bottom: "c_20" | |
| bottom: "gate_input_21" | |
| bottom: "cont_21" | |
| top: "c_21" | |
| top: "h_21" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_conted_21" | |
| type: "Scalar" | |
| bottom: "h_21" | |
| bottom: "cont_22" | |
| top: "h_conted_21" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_transform_22" | |
| type: "InnerProduct" | |
| bottom: "h_conted_21" | |
| top: "W_hc_h_21" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_gate_input_22" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_21" | |
| bottom: "W_xc_x_22" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_22" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss3/lstm_unit_22" | |
| type: "LSTMUnit" | |
| bottom: "c_21" | |
| bottom: "gate_input_22" | |
| bottom: "cont_22" | |
| top: "c_22" | |
| top: "h_22" | |
| } | |
| layer { | |
| name: "loss3/lstm_" | |
| type: "Split" | |
| bottom: "c_22" | |
| top: "c_T" | |
| } | |
| layer { | |
| name: "loss3/lstm_h_concat" | |
| type: "Concat" | |
| bottom: "h_1" | |
| bottom: "h_2" | |
| bottom: "h_3" | |
| bottom: "h_4" | |
| bottom: "h_5" | |
| bottom: "h_6" | |
| bottom: "h_7" | |
| bottom: "h_8" | |
| bottom: "h_9" | |
| bottom: "h_10" | |
| bottom: "h_11" | |
| bottom: "h_12" | |
| bottom: "h_13" | |
| bottom: "h_14" | |
| bottom: "h_15" | |
| bottom: "h_16" | |
| bottom: "h_17" | |
| bottom: "h_18" | |
| bottom: "h_19" | |
| bottom: "h_20" | |
| bottom: "h_21" | |
| bottom: "h_22" | |
| top: "h" | |
| concat_param { | |
| axis: 0 | |
| } | |
| } | |
| I0330 00:58:46.075065 10583 net.cpp:413] Input 0 -> x | |
| I0330 00:58:46.075129 10583 net.cpp:413] Input 1 -> cont | |
| I0330 00:58:46.075182 10583 net.cpp:413] Input 2 -> x_static | |
| I0330 00:58:46.075233 10583 net.cpp:413] Input 3 -> c_0 | |
| I0330 00:58:46.075279 10583 net.cpp:413] Input 4 -> h_0 | |
| I0330 00:58:46.075345 10583 layer_factory.hpp:77] Creating layer loss3/lstm_cont_slice | |
| I0330 00:58:46.075376 10583 net.cpp:106] Creating Layer loss3/lstm_cont_slice | |
| I0330 00:58:46.075389 10583 net.cpp:454] loss3/lstm_cont_slice <- cont | |
| I0330 00:58:46.075403 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_1 | |
| I0330 00:58:46.075422 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_2 | |
| I0330 00:58:46.075438 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_3 | |
| I0330 00:58:46.075453 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_4 | |
| I0330 00:58:46.075469 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_5 | |
| I0330 00:58:46.075484 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_6 | |
| I0330 00:58:46.075498 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_7 | |
| I0330 00:58:46.075513 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_8 | |
| I0330 00:58:46.075528 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_9 | |
| I0330 00:58:46.075543 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_10 | |
| I0330 00:58:46.075557 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_11 | |
| I0330 00:58:46.075572 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_12 | |
| I0330 00:58:46.075587 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_13 | |
| I0330 00:58:46.075601 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_14 | |
| I0330 00:58:46.075615 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_15 | |
| I0330 00:58:46.075629 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_16 | |
| I0330 00:58:46.075644 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_17 | |
| I0330 00:58:46.075661 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_18 | |
| I0330 00:58:46.075676 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_19 | |
| I0330 00:58:46.075691 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_20 | |
| I0330 00:58:46.075706 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_21 | |
| I0330 00:58:46.075721 10583 net.cpp:411] loss3/lstm_cont_slice -> cont_22 | |
| I0330 00:58:46.076048 10583 net.cpp:150] Setting up loss3/lstm_cont_slice | |
| I0330 00:58:46.076076 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076088 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076100 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076110 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076122 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076133 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076143 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076154 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076165 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076176 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076187 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076197 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076208 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076233 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076246 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076256 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076267 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076278 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076289 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076300 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076311 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076323 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076333 10583 net.cpp:165] Memory required for data: 704 | |
| I0330 00:58:46.076344 10583 layer_factory.hpp:77] Creating layer cont_1_loss3/lstm_cont_slice_0_split | |
| I0330 00:58:46.076357 10583 net.cpp:106] Creating Layer cont_1_loss3/lstm_cont_slice_0_split | |
| I0330 00:58:46.076370 10583 net.cpp:454] cont_1_loss3/lstm_cont_slice_0_split <- cont_1 | |
| I0330 00:58:46.076381 10583 net.cpp:411] cont_1_loss3/lstm_cont_slice_0_split -> cont_1_loss3/lstm_cont_slice_0_split_0 | |
| I0330 00:58:46.076398 10583 net.cpp:411] cont_1_loss3/lstm_cont_slice_0_split -> cont_1_loss3/lstm_cont_slice_0_split_1 | |
| I0330 00:58:46.076457 10583 net.cpp:150] Setting up cont_1_loss3/lstm_cont_slice_0_split | |
| I0330 00:58:46.076474 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076486 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076495 10583 net.cpp:165] Memory required for data: 768 | |
| I0330 00:58:46.076506 10583 layer_factory.hpp:77] Creating layer cont_2_loss3/lstm_cont_slice_1_split | |
| I0330 00:58:46.076522 10583 net.cpp:106] Creating Layer cont_2_loss3/lstm_cont_slice_1_split | |
| I0330 00:58:46.076534 10583 net.cpp:454] cont_2_loss3/lstm_cont_slice_1_split <- cont_2 | |
| I0330 00:58:46.076545 10583 net.cpp:411] cont_2_loss3/lstm_cont_slice_1_split -> cont_2_loss3/lstm_cont_slice_1_split_0 | |
| I0330 00:58:46.076558 10583 net.cpp:411] cont_2_loss3/lstm_cont_slice_1_split -> cont_2_loss3/lstm_cont_slice_1_split_1 | |
| I0330 00:58:46.076612 10583 net.cpp:150] Setting up cont_2_loss3/lstm_cont_slice_1_split | |
| I0330 00:58:46.076628 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076640 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076649 10583 net.cpp:165] Memory required for data: 832 | |
| I0330 00:58:46.076660 10583 layer_factory.hpp:77] Creating layer cont_3_loss3/lstm_cont_slice_2_split | |
| I0330 00:58:46.076674 10583 net.cpp:106] Creating Layer cont_3_loss3/lstm_cont_slice_2_split | |
| I0330 00:58:46.076685 10583 net.cpp:454] cont_3_loss3/lstm_cont_slice_2_split <- cont_3 | |
| I0330 00:58:46.076697 10583 net.cpp:411] cont_3_loss3/lstm_cont_slice_2_split -> cont_3_loss3/lstm_cont_slice_2_split_0 | |
| I0330 00:58:46.076714 10583 net.cpp:411] cont_3_loss3/lstm_cont_slice_2_split -> cont_3_loss3/lstm_cont_slice_2_split_1 | |
| I0330 00:58:46.076773 10583 net.cpp:150] Setting up cont_3_loss3/lstm_cont_slice_2_split | |
| I0330 00:58:46.076792 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076802 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076812 10583 net.cpp:165] Memory required for data: 896 | |
| I0330 00:58:46.076823 10583 layer_factory.hpp:77] Creating layer cont_4_loss3/lstm_cont_slice_3_split | |
| I0330 00:58:46.076836 10583 net.cpp:106] Creating Layer cont_4_loss3/lstm_cont_slice_3_split | |
| I0330 00:58:46.076846 10583 net.cpp:454] cont_4_loss3/lstm_cont_slice_3_split <- cont_4 | |
| I0330 00:58:46.076861 10583 net.cpp:411] cont_4_loss3/lstm_cont_slice_3_split -> cont_4_loss3/lstm_cont_slice_3_split_0 | |
| I0330 00:58:46.076874 10583 net.cpp:411] cont_4_loss3/lstm_cont_slice_3_split -> cont_4_loss3/lstm_cont_slice_3_split_1 | |
| I0330 00:58:46.076930 10583 net.cpp:150] Setting up cont_4_loss3/lstm_cont_slice_3_split | |
| I0330 00:58:46.076946 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076957 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.076967 10583 net.cpp:165] Memory required for data: 960 | |
| I0330 00:58:46.076977 10583 layer_factory.hpp:77] Creating layer cont_5_loss3/lstm_cont_slice_4_split | |
| I0330 00:58:46.076989 10583 net.cpp:106] Creating Layer cont_5_loss3/lstm_cont_slice_4_split | |
| I0330 00:58:46.076999 10583 net.cpp:454] cont_5_loss3/lstm_cont_slice_4_split <- cont_5 | |
| I0330 00:58:46.077025 10583 net.cpp:411] cont_5_loss3/lstm_cont_slice_4_split -> cont_5_loss3/lstm_cont_slice_4_split_0 | |
| I0330 00:58:46.077040 10583 net.cpp:411] cont_5_loss3/lstm_cont_slice_4_split -> cont_5_loss3/lstm_cont_slice_4_split_1 | |
| I0330 00:58:46.077092 10583 net.cpp:150] Setting up cont_5_loss3/lstm_cont_slice_4_split | |
| I0330 00:58:46.077110 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077121 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077131 10583 net.cpp:165] Memory required for data: 1024 | |
| I0330 00:58:46.077141 10583 layer_factory.hpp:77] Creating layer cont_6_loss3/lstm_cont_slice_5_split | |
| I0330 00:58:46.077152 10583 net.cpp:106] Creating Layer cont_6_loss3/lstm_cont_slice_5_split | |
| I0330 00:58:46.077163 10583 net.cpp:454] cont_6_loss3/lstm_cont_slice_5_split <- cont_6 | |
| I0330 00:58:46.077175 10583 net.cpp:411] cont_6_loss3/lstm_cont_slice_5_split -> cont_6_loss3/lstm_cont_slice_5_split_0 | |
| I0330 00:58:46.077188 10583 net.cpp:411] cont_6_loss3/lstm_cont_slice_5_split -> cont_6_loss3/lstm_cont_slice_5_split_1 | |
| I0330 00:58:46.077239 10583 net.cpp:150] Setting up cont_6_loss3/lstm_cont_slice_5_split | |
| I0330 00:58:46.077255 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077266 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077275 10583 net.cpp:165] Memory required for data: 1088 | |
| I0330 00:58:46.077286 10583 layer_factory.hpp:77] Creating layer cont_7_loss3/lstm_cont_slice_6_split | |
| I0330 00:58:46.077298 10583 net.cpp:106] Creating Layer cont_7_loss3/lstm_cont_slice_6_split | |
| I0330 00:58:46.077308 10583 net.cpp:454] cont_7_loss3/lstm_cont_slice_6_split <- cont_7 | |
| I0330 00:58:46.077322 10583 net.cpp:411] cont_7_loss3/lstm_cont_slice_6_split -> cont_7_loss3/lstm_cont_slice_6_split_0 | |
| I0330 00:58:46.077337 10583 net.cpp:411] cont_7_loss3/lstm_cont_slice_6_split -> cont_7_loss3/lstm_cont_slice_6_split_1 | |
| I0330 00:58:46.077383 10583 net.cpp:150] Setting up cont_7_loss3/lstm_cont_slice_6_split | |
| I0330 00:58:46.077400 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077411 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077421 10583 net.cpp:165] Memory required for data: 1152 | |
| I0330 00:58:46.077431 10583 layer_factory.hpp:77] Creating layer cont_8_loss3/lstm_cont_slice_7_split | |
| I0330 00:58:46.077446 10583 net.cpp:106] Creating Layer cont_8_loss3/lstm_cont_slice_7_split | |
| I0330 00:58:46.077462 10583 net.cpp:454] cont_8_loss3/lstm_cont_slice_7_split <- cont_8 | |
| I0330 00:58:46.077476 10583 net.cpp:411] cont_8_loss3/lstm_cont_slice_7_split -> cont_8_loss3/lstm_cont_slice_7_split_0 | |
| I0330 00:58:46.077488 10583 net.cpp:411] cont_8_loss3/lstm_cont_slice_7_split -> cont_8_loss3/lstm_cont_slice_7_split_1 | |
| I0330 00:58:46.077539 10583 net.cpp:150] Setting up cont_8_loss3/lstm_cont_slice_7_split | |
| I0330 00:58:46.077556 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077567 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077577 10583 net.cpp:165] Memory required for data: 1216 | |
| I0330 00:58:46.077587 10583 layer_factory.hpp:77] Creating layer cont_9_loss3/lstm_cont_slice_8_split | |
| I0330 00:58:46.077600 10583 net.cpp:106] Creating Layer cont_9_loss3/lstm_cont_slice_8_split | |
| I0330 00:58:46.077610 10583 net.cpp:454] cont_9_loss3/lstm_cont_slice_8_split <- cont_9 | |
| I0330 00:58:46.077621 10583 net.cpp:411] cont_9_loss3/lstm_cont_slice_8_split -> cont_9_loss3/lstm_cont_slice_8_split_0 | |
| I0330 00:58:46.077635 10583 net.cpp:411] cont_9_loss3/lstm_cont_slice_8_split -> cont_9_loss3/lstm_cont_slice_8_split_1 | |
| I0330 00:58:46.077684 10583 net.cpp:150] Setting up cont_9_loss3/lstm_cont_slice_8_split | |
| I0330 00:58:46.077702 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077713 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077723 10583 net.cpp:165] Memory required for data: 1280 | |
| I0330 00:58:46.077733 10583 layer_factory.hpp:77] Creating layer cont_10_loss3/lstm_cont_slice_9_split | |
| I0330 00:58:46.077744 10583 net.cpp:106] Creating Layer cont_10_loss3/lstm_cont_slice_9_split | |
| I0330 00:58:46.077754 10583 net.cpp:454] cont_10_loss3/lstm_cont_slice_9_split <- cont_10 | |
| I0330 00:58:46.077772 10583 net.cpp:411] cont_10_loss3/lstm_cont_slice_9_split -> cont_10_loss3/lstm_cont_slice_9_split_0 | |
| I0330 00:58:46.077796 10583 net.cpp:411] cont_10_loss3/lstm_cont_slice_9_split -> cont_10_loss3/lstm_cont_slice_9_split_1 | |
| I0330 00:58:46.077855 10583 net.cpp:150] Setting up cont_10_loss3/lstm_cont_slice_9_split | |
| I0330 00:58:46.077872 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077883 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.077893 10583 net.cpp:165] Memory required for data: 1344 | |
| I0330 00:58:46.077903 10583 layer_factory.hpp:77] Creating layer cont_11_loss3/lstm_cont_slice_10_split | |
| I0330 00:58:46.077920 10583 net.cpp:106] Creating Layer cont_11_loss3/lstm_cont_slice_10_split | |
| I0330 00:58:46.077932 10583 net.cpp:454] cont_11_loss3/lstm_cont_slice_10_split <- cont_11 | |
| I0330 00:58:46.077944 10583 net.cpp:411] cont_11_loss3/lstm_cont_slice_10_split -> cont_11_loss3/lstm_cont_slice_10_split_0 | |
| I0330 00:58:46.077957 10583 net.cpp:411] cont_11_loss3/lstm_cont_slice_10_split -> cont_11_loss3/lstm_cont_slice_10_split_1 | |
| I0330 00:58:46.078008 10583 net.cpp:150] Setting up cont_11_loss3/lstm_cont_slice_10_split | |
| I0330 00:58:46.078025 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078037 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078047 10583 net.cpp:165] Memory required for data: 1408 | |
| I0330 00:58:46.078057 10583 layer_factory.hpp:77] Creating layer cont_12_loss3/lstm_cont_slice_11_split | |
| I0330 00:58:46.078068 10583 net.cpp:106] Creating Layer cont_12_loss3/lstm_cont_slice_11_split | |
| I0330 00:58:46.078079 10583 net.cpp:454] cont_12_loss3/lstm_cont_slice_11_split <- cont_12 | |
| I0330 00:58:46.078091 10583 net.cpp:411] cont_12_loss3/lstm_cont_slice_11_split -> cont_12_loss3/lstm_cont_slice_11_split_0 | |
| I0330 00:58:46.078104 10583 net.cpp:411] cont_12_loss3/lstm_cont_slice_11_split -> cont_12_loss3/lstm_cont_slice_11_split_1 | |
| I0330 00:58:46.078162 10583 net.cpp:150] Setting up cont_12_loss3/lstm_cont_slice_11_split | |
| I0330 00:58:46.078178 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078191 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078200 10583 net.cpp:165] Memory required for data: 1472 | |
| I0330 00:58:46.078210 10583 layer_factory.hpp:77] Creating layer cont_13_loss3/lstm_cont_slice_12_split | |
| I0330 00:58:46.078222 10583 net.cpp:106] Creating Layer cont_13_loss3/lstm_cont_slice_12_split | |
| I0330 00:58:46.078233 10583 net.cpp:454] cont_13_loss3/lstm_cont_slice_12_split <- cont_13 | |
| I0330 00:58:46.078248 10583 net.cpp:411] cont_13_loss3/lstm_cont_slice_12_split -> cont_13_loss3/lstm_cont_slice_12_split_0 | |
| I0330 00:58:46.078263 10583 net.cpp:411] cont_13_loss3/lstm_cont_slice_12_split -> cont_13_loss3/lstm_cont_slice_12_split_1 | |
| I0330 00:58:46.078310 10583 net.cpp:150] Setting up cont_13_loss3/lstm_cont_slice_12_split | |
| I0330 00:58:46.078326 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078337 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078346 10583 net.cpp:165] Memory required for data: 1536 | |
| I0330 00:58:46.078356 10583 layer_factory.hpp:77] Creating layer cont_14_loss3/lstm_cont_slice_13_split | |
| I0330 00:58:46.078372 10583 net.cpp:106] Creating Layer cont_14_loss3/lstm_cont_slice_13_split | |
| I0330 00:58:46.078382 10583 net.cpp:454] cont_14_loss3/lstm_cont_slice_13_split <- cont_14 | |
| I0330 00:58:46.078394 10583 net.cpp:411] cont_14_loss3/lstm_cont_slice_13_split -> cont_14_loss3/lstm_cont_slice_13_split_0 | |
| I0330 00:58:46.078408 10583 net.cpp:411] cont_14_loss3/lstm_cont_slice_13_split -> cont_14_loss3/lstm_cont_slice_13_split_1 | |
| I0330 00:58:46.078457 10583 net.cpp:150] Setting up cont_14_loss3/lstm_cont_slice_13_split | |
| I0330 00:58:46.078474 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078485 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078495 10583 net.cpp:165] Memory required for data: 1600 | |
| I0330 00:58:46.078508 10583 layer_factory.hpp:77] Creating layer cont_15_loss3/lstm_cont_slice_14_split | |
| I0330 00:58:46.078521 10583 net.cpp:106] Creating Layer cont_15_loss3/lstm_cont_slice_14_split | |
| I0330 00:58:46.078531 10583 net.cpp:454] cont_15_loss3/lstm_cont_slice_14_split <- cont_15 | |
| I0330 00:58:46.078546 10583 net.cpp:411] cont_15_loss3/lstm_cont_slice_14_split -> cont_15_loss3/lstm_cont_slice_14_split_0 | |
| I0330 00:58:46.078569 10583 net.cpp:411] cont_15_loss3/lstm_cont_slice_14_split -> cont_15_loss3/lstm_cont_slice_14_split_1 | |
| I0330 00:58:46.078622 10583 net.cpp:150] Setting up cont_15_loss3/lstm_cont_slice_14_split | |
| I0330 00:58:46.078639 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078650 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078660 10583 net.cpp:165] Memory required for data: 1664 | |
| I0330 00:58:46.078670 10583 layer_factory.hpp:77] Creating layer cont_16_loss3/lstm_cont_slice_15_split | |
| I0330 00:58:46.078683 10583 net.cpp:106] Creating Layer cont_16_loss3/lstm_cont_slice_15_split | |
| I0330 00:58:46.078694 10583 net.cpp:454] cont_16_loss3/lstm_cont_slice_15_split <- cont_16 | |
| I0330 00:58:46.078711 10583 net.cpp:411] cont_16_loss3/lstm_cont_slice_15_split -> cont_16_loss3/lstm_cont_slice_15_split_0 | |
| I0330 00:58:46.078722 10583 net.cpp:411] cont_16_loss3/lstm_cont_slice_15_split -> cont_16_loss3/lstm_cont_slice_15_split_1 | |
| I0330 00:58:46.078773 10583 net.cpp:150] Setting up cont_16_loss3/lstm_cont_slice_15_split | |
| I0330 00:58:46.078789 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078801 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078814 10583 net.cpp:165] Memory required for data: 1728 | |
| I0330 00:58:46.078824 10583 layer_factory.hpp:77] Creating layer cont_17_loss3/lstm_cont_slice_16_split | |
| I0330 00:58:46.078836 10583 net.cpp:106] Creating Layer cont_17_loss3/lstm_cont_slice_16_split | |
| I0330 00:58:46.078846 10583 net.cpp:454] cont_17_loss3/lstm_cont_slice_16_split <- cont_17 | |
| I0330 00:58:46.078858 10583 net.cpp:411] cont_17_loss3/lstm_cont_slice_16_split -> cont_17_loss3/lstm_cont_slice_16_split_0 | |
| I0330 00:58:46.078871 10583 net.cpp:411] cont_17_loss3/lstm_cont_slice_16_split -> cont_17_loss3/lstm_cont_slice_16_split_1 | |
| I0330 00:58:46.078922 10583 net.cpp:150] Setting up cont_17_loss3/lstm_cont_slice_16_split | |
| I0330 00:58:46.078938 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078950 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.078959 10583 net.cpp:165] Memory required for data: 1792 | |
| I0330 00:58:46.078970 10583 layer_factory.hpp:77] Creating layer cont_18_loss3/lstm_cont_slice_17_split | |
| I0330 00:58:46.078995 10583 net.cpp:106] Creating Layer cont_18_loss3/lstm_cont_slice_17_split | |
| I0330 00:58:46.079006 10583 net.cpp:454] cont_18_loss3/lstm_cont_slice_17_split <- cont_18 | |
| I0330 00:58:46.079020 10583 net.cpp:411] cont_18_loss3/lstm_cont_slice_17_split -> cont_18_loss3/lstm_cont_slice_17_split_0 | |
| I0330 00:58:46.079032 10583 net.cpp:411] cont_18_loss3/lstm_cont_slice_17_split -> cont_18_loss3/lstm_cont_slice_17_split_1 | |
| I0330 00:58:46.079083 10583 net.cpp:150] Setting up cont_18_loss3/lstm_cont_slice_17_split | |
| I0330 00:58:46.079100 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079112 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079120 10583 net.cpp:165] Memory required for data: 1856 | |
| I0330 00:58:46.079130 10583 layer_factory.hpp:77] Creating layer cont_19_loss3/lstm_cont_slice_18_split | |
| I0330 00:58:46.079143 10583 net.cpp:106] Creating Layer cont_19_loss3/lstm_cont_slice_18_split | |
| I0330 00:58:46.079152 10583 net.cpp:454] cont_19_loss3/lstm_cont_slice_18_split <- cont_19 | |
| I0330 00:58:46.079166 10583 net.cpp:411] cont_19_loss3/lstm_cont_slice_18_split -> cont_19_loss3/lstm_cont_slice_18_split_0 | |
| I0330 00:58:46.079180 10583 net.cpp:411] cont_19_loss3/lstm_cont_slice_18_split -> cont_19_loss3/lstm_cont_slice_18_split_1 | |
| I0330 00:58:46.079236 10583 net.cpp:150] Setting up cont_19_loss3/lstm_cont_slice_18_split | |
| I0330 00:58:46.079252 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079263 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079273 10583 net.cpp:165] Memory required for data: 1920 | |
| I0330 00:58:46.079283 10583 layer_factory.hpp:77] Creating layer cont_20_loss3/lstm_cont_slice_19_split | |
| I0330 00:58:46.079294 10583 net.cpp:106] Creating Layer cont_20_loss3/lstm_cont_slice_19_split | |
| I0330 00:58:46.079305 10583 net.cpp:454] cont_20_loss3/lstm_cont_slice_19_split <- cont_20 | |
| I0330 00:58:46.079318 10583 net.cpp:411] cont_20_loss3/lstm_cont_slice_19_split -> cont_20_loss3/lstm_cont_slice_19_split_0 | |
| I0330 00:58:46.079342 10583 net.cpp:411] cont_20_loss3/lstm_cont_slice_19_split -> cont_20_loss3/lstm_cont_slice_19_split_1 | |
| I0330 00:58:46.079394 10583 net.cpp:150] Setting up cont_20_loss3/lstm_cont_slice_19_split | |
| I0330 00:58:46.079411 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079422 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079432 10583 net.cpp:165] Memory required for data: 1984 | |
| I0330 00:58:46.079442 10583 layer_factory.hpp:77] Creating layer cont_21_loss3/lstm_cont_slice_20_split | |
| I0330 00:58:46.079453 10583 net.cpp:106] Creating Layer cont_21_loss3/lstm_cont_slice_20_split | |
| I0330 00:58:46.079463 10583 net.cpp:454] cont_21_loss3/lstm_cont_slice_20_split <- cont_21 | |
| I0330 00:58:46.079478 10583 net.cpp:411] cont_21_loss3/lstm_cont_slice_20_split -> cont_21_loss3/lstm_cont_slice_20_split_0 | |
| I0330 00:58:46.079491 10583 net.cpp:411] cont_21_loss3/lstm_cont_slice_20_split -> cont_21_loss3/lstm_cont_slice_20_split_1 | |
| I0330 00:58:46.079541 10583 net.cpp:150] Setting up cont_21_loss3/lstm_cont_slice_20_split | |
| I0330 00:58:46.079561 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079573 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079583 10583 net.cpp:165] Memory required for data: 2048 | |
| I0330 00:58:46.079596 10583 layer_factory.hpp:77] Creating layer cont_22_loss3/lstm_cont_slice_21_split | |
| I0330 00:58:46.079612 10583 net.cpp:106] Creating Layer cont_22_loss3/lstm_cont_slice_21_split | |
| I0330 00:58:46.079622 10583 net.cpp:454] cont_22_loss3/lstm_cont_slice_21_split <- cont_22 | |
| I0330 00:58:46.079634 10583 net.cpp:411] cont_22_loss3/lstm_cont_slice_21_split -> cont_22_loss3/lstm_cont_slice_21_split_0 | |
| I0330 00:58:46.079648 10583 net.cpp:411] cont_22_loss3/lstm_cont_slice_21_split -> cont_22_loss3/lstm_cont_slice_21_split_1 | |
| I0330 00:58:46.079699 10583 net.cpp:150] Setting up cont_22_loss3/lstm_cont_slice_21_split | |
| I0330 00:58:46.079715 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079726 10583 net.cpp:157] Top shape: 1 8 (8) | |
| I0330 00:58:46.079736 10583 net.cpp:165] Memory required for data: 2112 | |
| I0330 00:58:46.079746 10583 layer_factory.hpp:77] Creating layer loss3/lstm_x_transform | |
| I0330 00:58:46.079761 10583 net.cpp:106] Creating Layer loss3/lstm_x_transform | |
| I0330 00:58:46.079771 10583 net.cpp:454] loss3/lstm_x_transform <- x | |
| I0330 00:58:46.079787 10583 net.cpp:411] loss3/lstm_x_transform -> W_xc_x | |
| I0330 00:58:46.079953 10583 net.cpp:150] Setting up loss3/lstm_x_transform | |
| I0330 00:58:46.079972 10583 net.cpp:157] Top shape: 22 8 2048 (360448) | |
| I0330 00:58:46.079987 10583 net.cpp:165] Memory required for data: 1443904 | |
| I0330 00:58:46.080003 10583 layer_factory.hpp:77] Creating layer loss3/lstm_W_xc_x_static | |
| I0330 00:58:46.080018 10583 net.cpp:106] Creating Layer loss3/lstm_W_xc_x_static | |
| I0330 00:58:46.080029 10583 net.cpp:454] loss3/lstm_W_xc_x_static <- x_static | |
| I0330 00:58:46.080042 10583 net.cpp:411] loss3/lstm_W_xc_x_static -> W_xc_x_static_preshape | |
| I0330 00:58:46.096918 10583 net.cpp:150] Setting up loss3/lstm_W_xc_x_static | |
| I0330 00:58:46.096999 10583 net.cpp:157] Top shape: 8 2048 (16384) | |
| I0330 00:58:46.097018 10583 net.cpp:165] Memory required for data: 1509440 | |
| I0330 00:58:46.097044 10583 layer_factory.hpp:77] Creating layer loss3/lstm_ | |
| I0330 00:58:46.097071 10583 net.cpp:106] Creating Layer loss3/lstm_ | |
| I0330 00:58:46.097085 10583 net.cpp:454] loss3/lstm_ <- W_xc_x_static_preshape | |
| I0330 00:58:46.097101 10583 net.cpp:411] loss3/lstm_ -> W_xc_x_static | |
| I0330 00:58:46.097167 10583 net.cpp:150] Setting up loss3/lstm_ | |
| I0330 00:58:46.097192 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.097201 10583 net.cpp:165] Memory required for data: 1574976 | |
| I0330 00:58:46.097211 10583 layer_factory.hpp:77] Creating layer W_xc_x_static_loss3/lstm__0_split | |
| I0330 00:58:46.097240 10583 net.cpp:106] Creating Layer W_xc_x_static_loss3/lstm__0_split | |
| I0330 00:58:46.097252 10583 net.cpp:454] W_xc_x_static_loss3/lstm__0_split <- W_xc_x_static | |
| I0330 00:58:46.097267 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_0 | |
| I0330 00:58:46.097317 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_1 | |
| I0330 00:58:46.097334 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_2 | |
| I0330 00:58:46.097355 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_3 | |
| I0330 00:58:46.097369 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_4 | |
| I0330 00:58:46.097384 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_5 | |
| I0330 00:58:46.097399 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_6 | |
| I0330 00:58:46.097419 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_7 | |
| I0330 00:58:46.097439 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_8 | |
| I0330 00:58:46.097456 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_9 | |
| I0330 00:58:46.097472 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_10 | |
| I0330 00:58:46.097487 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_11 | |
| I0330 00:58:46.097501 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_12 | |
| I0330 00:58:46.097517 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_13 | |
| I0330 00:58:46.097530 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_14 | |
| I0330 00:58:46.097545 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_15 | |
| I0330 00:58:46.097559 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_16 | |
| I0330 00:58:46.097574 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_17 | |
| I0330 00:58:46.097589 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_18 | |
| I0330 00:58:46.097604 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_19 | |
| I0330 00:58:46.097618 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_20 | |
| I0330 00:58:46.097633 10583 net.cpp:411] W_xc_x_static_loss3/lstm__0_split -> W_xc_x_static_loss3/lstm__0_split_21 | |
| I0330 00:58:46.097964 10583 net.cpp:150] Setting up W_xc_x_static_loss3/lstm__0_split | |
| I0330 00:58:46.097982 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.097995 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098006 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098024 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098036 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098047 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098057 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098068 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098085 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098096 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098109 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098119 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098129 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098140 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098152 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098163 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098175 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098186 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098196 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098207 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098218 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098229 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.098239 10583 net.cpp:165] Memory required for data: 3016768 | |
| I0330 00:58:46.098263 10583 layer_factory.hpp:77] Creating layer loss3/lstm_W_xc_x_slice | |
| I0330 00:58:46.098283 10583 net.cpp:106] Creating Layer loss3/lstm_W_xc_x_slice | |
| I0330 00:58:46.098294 10583 net.cpp:454] loss3/lstm_W_xc_x_slice <- W_xc_x | |
| I0330 00:58:46.098311 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_1 | |
| I0330 00:58:46.098335 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_2 | |
| I0330 00:58:46.098352 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_3 | |
| I0330 00:58:46.098368 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_4 | |
| I0330 00:58:46.098382 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_5 | |
| I0330 00:58:46.098398 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_6 | |
| I0330 00:58:46.098412 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_7 | |
| I0330 00:58:46.098426 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_8 | |
| I0330 00:58:46.098441 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_9 | |
| I0330 00:58:46.098455 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_10 | |
| I0330 00:58:46.098470 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_11 | |
| I0330 00:58:46.098492 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_12 | |
| I0330 00:58:46.098508 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_13 | |
| I0330 00:58:46.098523 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_14 | |
| I0330 00:58:46.098538 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_15 | |
| I0330 00:58:46.098552 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_16 | |
| I0330 00:58:46.098567 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_17 | |
| I0330 00:58:46.098584 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_18 | |
| I0330 00:58:46.098599 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_19 | |
| I0330 00:58:46.098614 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_20 | |
| I0330 00:58:46.098629 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_21 | |
| I0330 00:58:46.098644 10583 net.cpp:411] loss3/lstm_W_xc_x_slice -> W_xc_x_22 | |
| I0330 00:58:46.098966 10583 net.cpp:150] Setting up loss3/lstm_W_xc_x_slice | |
| I0330 00:58:46.099002 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099016 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099027 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099038 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099050 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099061 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099072 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099084 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099095 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099107 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099117 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099128 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099140 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099151 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099162 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099174 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099184 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099195 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099206 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099218 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099230 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099241 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.099251 10583 net.cpp:165] Memory required for data: 4458560 | |
| I0330 00:58:46.099261 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_0 | |
| I0330 00:58:46.099277 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_0 | |
| I0330 00:58:46.099297 10583 net.cpp:454] loss3/lstm_h_conted_0 <- h_0 | |
| I0330 00:58:46.099310 10583 net.cpp:454] loss3/lstm_h_conted_0 <- cont_1_loss3/lstm_cont_slice_0_split_0 | |
| I0330 00:58:46.099324 10583 net.cpp:411] loss3/lstm_h_conted_0 -> h_conted_0 | |
| I0330 00:58:46.099462 10583 net.cpp:150] Setting up loss3/lstm_h_conted_0 | |
| I0330 00:58:46.099493 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.099505 10583 net.cpp:165] Memory required for data: 4474944 | |
| I0330 00:58:46.099515 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_1 | |
| I0330 00:58:46.099535 10583 net.cpp:106] Creating Layer loss3/lstm_transform_1 | |
| I0330 00:58:46.099547 10583 net.cpp:454] loss3/lstm_transform_1 <- h_conted_0 | |
| I0330 00:58:46.099563 10583 net.cpp:411] loss3/lstm_transform_1 -> W_hc_h_0 | |
| I0330 00:58:46.108335 10583 net.cpp:150] Setting up loss3/lstm_transform_1 | |
| I0330 00:58:46.108409 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.108422 10583 net.cpp:165] Memory required for data: 4540480 | |
| I0330 00:58:46.108441 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_1 | |
| I0330 00:58:46.108463 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_1 | |
| I0330 00:58:46.108474 10583 net.cpp:454] loss3/lstm_gate_input_1 <- W_hc_h_0 | |
| I0330 00:58:46.108489 10583 net.cpp:454] loss3/lstm_gate_input_1 <- W_xc_x_1 | |
| I0330 00:58:46.108502 10583 net.cpp:454] loss3/lstm_gate_input_1 <- W_xc_x_static_loss3/lstm__0_split_0 | |
| I0330 00:58:46.108517 10583 net.cpp:411] loss3/lstm_gate_input_1 -> gate_input_1 | |
| I0330 00:58:46.108574 10583 net.cpp:150] Setting up loss3/lstm_gate_input_1 | |
| I0330 00:58:46.108592 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.108602 10583 net.cpp:165] Memory required for data: 4606016 | |
| I0330 00:58:46.108611 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_1 | |
| I0330 00:58:46.108628 10583 net.cpp:106] Creating Layer loss3/lstm_unit_1 | |
| I0330 00:58:46.108640 10583 net.cpp:454] loss3/lstm_unit_1 <- c_0 | |
| I0330 00:58:46.108652 10583 net.cpp:454] loss3/lstm_unit_1 <- gate_input_1 | |
| I0330 00:58:46.108664 10583 net.cpp:454] loss3/lstm_unit_1 <- cont_1_loss3/lstm_cont_slice_0_split_1 | |
| I0330 00:58:46.108677 10583 net.cpp:411] loss3/lstm_unit_1 -> c_1 | |
| I0330 00:58:46.108690 10583 net.cpp:411] loss3/lstm_unit_1 -> h_1 | |
| I0330 00:58:46.108762 10583 net.cpp:150] Setting up loss3/lstm_unit_1 | |
| I0330 00:58:46.108782 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.108793 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.108803 10583 net.cpp:165] Memory required for data: 4638784 | |
| I0330 00:58:46.108814 10583 layer_factory.hpp:77] Creating layer h_1_loss3/lstm_unit_1_1_split | |
| I0330 00:58:46.108832 10583 net.cpp:106] Creating Layer h_1_loss3/lstm_unit_1_1_split | |
| I0330 00:58:46.108844 10583 net.cpp:454] h_1_loss3/lstm_unit_1_1_split <- h_1 | |
| I0330 00:58:46.108857 10583 net.cpp:411] h_1_loss3/lstm_unit_1_1_split -> h_1_loss3/lstm_unit_1_1_split_0 | |
| I0330 00:58:46.108872 10583 net.cpp:411] h_1_loss3/lstm_unit_1_1_split -> h_1_loss3/lstm_unit_1_1_split_1 | |
| I0330 00:58:46.108932 10583 net.cpp:150] Setting up h_1_loss3/lstm_unit_1_1_split | |
| I0330 00:58:46.108948 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.108960 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.108970 10583 net.cpp:165] Memory required for data: 4671552 | |
| I0330 00:58:46.108980 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_1 | |
| I0330 00:58:46.108999 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_1 | |
| I0330 00:58:46.109011 10583 net.cpp:454] loss3/lstm_h_conted_1 <- h_1_loss3/lstm_unit_1_1_split_0 | |
| I0330 00:58:46.109025 10583 net.cpp:454] loss3/lstm_h_conted_1 <- cont_2_loss3/lstm_cont_slice_1_split_0 | |
| I0330 00:58:46.109040 10583 net.cpp:411] loss3/lstm_h_conted_1 -> h_conted_1 | |
| I0330 00:58:46.109169 10583 net.cpp:150] Setting up loss3/lstm_h_conted_1 | |
| I0330 00:58:46.109194 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.109206 10583 net.cpp:165] Memory required for data: 4687936 | |
| I0330 00:58:46.109217 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_2 | |
| I0330 00:58:46.109233 10583 net.cpp:106] Creating Layer loss3/lstm_transform_2 | |
| I0330 00:58:46.109244 10583 net.cpp:454] loss3/lstm_transform_2 <- h_conted_1 | |
| I0330 00:58:46.109263 10583 net.cpp:411] loss3/lstm_transform_2 -> W_hc_h_1 | |
| I0330 00:58:46.118012 10583 net.cpp:150] Setting up loss3/lstm_transform_2 | |
| I0330 00:58:46.118094 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.118136 10583 net.cpp:165] Memory required for data: 4753472 | |
| I0330 00:58:46.118166 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.118180 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_2 | |
| I0330 00:58:46.118201 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_2 | |
| I0330 00:58:46.118212 10583 net.cpp:454] loss3/lstm_gate_input_2 <- W_hc_h_1 | |
| I0330 00:58:46.118228 10583 net.cpp:454] loss3/lstm_gate_input_2 <- W_xc_x_2 | |
| I0330 00:58:46.118242 10583 net.cpp:454] loss3/lstm_gate_input_2 <- W_xc_x_static_loss3/lstm__0_split_1 | |
| I0330 00:58:46.118260 10583 net.cpp:411] loss3/lstm_gate_input_2 -> gate_input_2 | |
| I0330 00:58:46.118324 10583 net.cpp:150] Setting up loss3/lstm_gate_input_2 | |
| I0330 00:58:46.118350 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.118360 10583 net.cpp:165] Memory required for data: 4819008 | |
| I0330 00:58:46.118369 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_2 | |
| I0330 00:58:46.118384 10583 net.cpp:106] Creating Layer loss3/lstm_unit_2 | |
| I0330 00:58:46.118396 10583 net.cpp:454] loss3/lstm_unit_2 <- c_1 | |
| I0330 00:58:46.118408 10583 net.cpp:454] loss3/lstm_unit_2 <- gate_input_2 | |
| I0330 00:58:46.118422 10583 net.cpp:454] loss3/lstm_unit_2 <- cont_2_loss3/lstm_cont_slice_1_split_1 | |
| I0330 00:58:46.118434 10583 net.cpp:411] loss3/lstm_unit_2 -> c_2 | |
| I0330 00:58:46.118471 10583 net.cpp:411] loss3/lstm_unit_2 -> h_2 | |
| I0330 00:58:46.118544 10583 net.cpp:150] Setting up loss3/lstm_unit_2 | |
| I0330 00:58:46.118562 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.118573 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.118583 10583 net.cpp:165] Memory required for data: 4851776 | |
| I0330 00:58:46.118593 10583 layer_factory.hpp:77] Creating layer h_2_loss3/lstm_unit_2_1_split | |
| I0330 00:58:46.118609 10583 net.cpp:106] Creating Layer h_2_loss3/lstm_unit_2_1_split | |
| I0330 00:58:46.118621 10583 net.cpp:454] h_2_loss3/lstm_unit_2_1_split <- h_2 | |
| I0330 00:58:46.118633 10583 net.cpp:411] h_2_loss3/lstm_unit_2_1_split -> h_2_loss3/lstm_unit_2_1_split_0 | |
| I0330 00:58:46.118648 10583 net.cpp:411] h_2_loss3/lstm_unit_2_1_split -> h_2_loss3/lstm_unit_2_1_split_1 | |
| I0330 00:58:46.118701 10583 net.cpp:150] Setting up h_2_loss3/lstm_unit_2_1_split | |
| I0330 00:58:46.118721 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.118732 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.118742 10583 net.cpp:165] Memory required for data: 4884544 | |
| I0330 00:58:46.118753 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_2 | |
| I0330 00:58:46.118768 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_2 | |
| I0330 00:58:46.118779 10583 net.cpp:454] loss3/lstm_h_conted_2 <- h_2_loss3/lstm_unit_2_1_split_0 | |
| I0330 00:58:46.118793 10583 net.cpp:454] loss3/lstm_h_conted_2 <- cont_3_loss3/lstm_cont_slice_2_split_0 | |
| I0330 00:58:46.118804 10583 net.cpp:411] loss3/lstm_h_conted_2 -> h_conted_2 | |
| I0330 00:58:46.118947 10583 net.cpp:150] Setting up loss3/lstm_h_conted_2 | |
| I0330 00:58:46.118966 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.118990 10583 net.cpp:165] Memory required for data: 4900928 | |
| I0330 00:58:46.119002 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_3 | |
| I0330 00:58:46.119019 10583 net.cpp:106] Creating Layer loss3/lstm_transform_3 | |
| I0330 00:58:46.119030 10583 net.cpp:454] loss3/lstm_transform_3 <- h_conted_2 | |
| I0330 00:58:46.119043 10583 net.cpp:411] loss3/lstm_transform_3 -> W_hc_h_2 | |
| I0330 00:58:46.127686 10583 net.cpp:150] Setting up loss3/lstm_transform_3 | |
| I0330 00:58:46.127758 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.127770 10583 net.cpp:165] Memory required for data: 4966464 | |
| I0330 00:58:46.127789 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.127801 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_3 | |
| I0330 00:58:46.127823 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_3 | |
| I0330 00:58:46.127836 10583 net.cpp:454] loss3/lstm_gate_input_3 <- W_hc_h_2 | |
| I0330 00:58:46.127899 10583 net.cpp:454] loss3/lstm_gate_input_3 <- W_xc_x_3 | |
| I0330 00:58:46.127928 10583 net.cpp:454] loss3/lstm_gate_input_3 <- W_xc_x_static_loss3/lstm__0_split_2 | |
| I0330 00:58:46.127946 10583 net.cpp:411] loss3/lstm_gate_input_3 -> gate_input_3 | |
| I0330 00:58:46.128006 10583 net.cpp:150] Setting up loss3/lstm_gate_input_3 | |
| I0330 00:58:46.128024 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.128036 10583 net.cpp:165] Memory required for data: 5032000 | |
| I0330 00:58:46.128046 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_3 | |
| I0330 00:58:46.128067 10583 net.cpp:106] Creating Layer loss3/lstm_unit_3 | |
| I0330 00:58:46.128079 10583 net.cpp:454] loss3/lstm_unit_3 <- c_2 | |
| I0330 00:58:46.128092 10583 net.cpp:454] loss3/lstm_unit_3 <- gate_input_3 | |
| I0330 00:58:46.128104 10583 net.cpp:454] loss3/lstm_unit_3 <- cont_3_loss3/lstm_cont_slice_2_split_1 | |
| I0330 00:58:46.128126 10583 net.cpp:411] loss3/lstm_unit_3 -> c_3 | |
| I0330 00:58:46.128140 10583 net.cpp:411] loss3/lstm_unit_3 -> h_3 | |
| I0330 00:58:46.128213 10583 net.cpp:150] Setting up loss3/lstm_unit_3 | |
| I0330 00:58:46.128232 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.128242 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.128252 10583 net.cpp:165] Memory required for data: 5064768 | |
| I0330 00:58:46.128262 10583 layer_factory.hpp:77] Creating layer h_3_loss3/lstm_unit_3_1_split | |
| I0330 00:58:46.128278 10583 net.cpp:106] Creating Layer h_3_loss3/lstm_unit_3_1_split | |
| I0330 00:58:46.128289 10583 net.cpp:454] h_3_loss3/lstm_unit_3_1_split <- h_3 | |
| I0330 00:58:46.128303 10583 net.cpp:411] h_3_loss3/lstm_unit_3_1_split -> h_3_loss3/lstm_unit_3_1_split_0 | |
| I0330 00:58:46.128316 10583 net.cpp:411] h_3_loss3/lstm_unit_3_1_split -> h_3_loss3/lstm_unit_3_1_split_1 | |
| I0330 00:58:46.128371 10583 net.cpp:150] Setting up h_3_loss3/lstm_unit_3_1_split | |
| I0330 00:58:46.128387 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.128399 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.128415 10583 net.cpp:165] Memory required for data: 5097536 | |
| I0330 00:58:46.128425 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_3 | |
| I0330 00:58:46.128443 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_3 | |
| I0330 00:58:46.128454 10583 net.cpp:454] loss3/lstm_h_conted_3 <- h_3_loss3/lstm_unit_3_1_split_0 | |
| I0330 00:58:46.128476 10583 net.cpp:454] loss3/lstm_h_conted_3 <- cont_4_loss3/lstm_cont_slice_3_split_0 | |
| I0330 00:58:46.128489 10583 net.cpp:411] loss3/lstm_h_conted_3 -> h_conted_3 | |
| I0330 00:58:46.128615 10583 net.cpp:150] Setting up loss3/lstm_h_conted_3 | |
| I0330 00:58:46.128634 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.128644 10583 net.cpp:165] Memory required for data: 5113920 | |
| I0330 00:58:46.128654 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_4 | |
| I0330 00:58:46.128674 10583 net.cpp:106] Creating Layer loss3/lstm_transform_4 | |
| I0330 00:58:46.128685 10583 net.cpp:454] loss3/lstm_transform_4 <- h_conted_3 | |
| I0330 00:58:46.128700 10583 net.cpp:411] loss3/lstm_transform_4 -> W_hc_h_3 | |
| I0330 00:58:46.137473 10583 net.cpp:150] Setting up loss3/lstm_transform_4 | |
| I0330 00:58:46.137552 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.137564 10583 net.cpp:165] Memory required for data: 5179456 | |
| I0330 00:58:46.137580 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.137594 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_4 | |
| I0330 00:58:46.137615 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_4 | |
| I0330 00:58:46.137630 10583 net.cpp:454] loss3/lstm_gate_input_4 <- W_hc_h_3 | |
| I0330 00:58:46.137646 10583 net.cpp:454] loss3/lstm_gate_input_4 <- W_xc_x_4 | |
| I0330 00:58:46.137660 10583 net.cpp:454] loss3/lstm_gate_input_4 <- W_xc_x_static_loss3/lstm__0_split_3 | |
| I0330 00:58:46.137676 10583 net.cpp:411] loss3/lstm_gate_input_4 -> gate_input_4 | |
| I0330 00:58:46.137732 10583 net.cpp:150] Setting up loss3/lstm_gate_input_4 | |
| I0330 00:58:46.137748 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.137759 10583 net.cpp:165] Memory required for data: 5244992 | |
| I0330 00:58:46.137802 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_4 | |
| I0330 00:58:46.137821 10583 net.cpp:106] Creating Layer loss3/lstm_unit_4 | |
| I0330 00:58:46.137835 10583 net.cpp:454] loss3/lstm_unit_4 <- c_3 | |
| I0330 00:58:46.137846 10583 net.cpp:454] loss3/lstm_unit_4 <- gate_input_4 | |
| I0330 00:58:46.137859 10583 net.cpp:454] loss3/lstm_unit_4 <- cont_4_loss3/lstm_cont_slice_3_split_1 | |
| I0330 00:58:46.137872 10583 net.cpp:411] loss3/lstm_unit_4 -> c_4 | |
| I0330 00:58:46.137887 10583 net.cpp:411] loss3/lstm_unit_4 -> h_4 | |
| I0330 00:58:46.137959 10583 net.cpp:150] Setting up loss3/lstm_unit_4 | |
| I0330 00:58:46.137976 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.137987 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.137997 10583 net.cpp:165] Memory required for data: 5277760 | |
| I0330 00:58:46.138008 10583 layer_factory.hpp:77] Creating layer h_4_loss3/lstm_unit_4_1_split | |
| I0330 00:58:46.138022 10583 net.cpp:106] Creating Layer h_4_loss3/lstm_unit_4_1_split | |
| I0330 00:58:46.138033 10583 net.cpp:454] h_4_loss3/lstm_unit_4_1_split <- h_4 | |
| I0330 00:58:46.138048 10583 net.cpp:411] h_4_loss3/lstm_unit_4_1_split -> h_4_loss3/lstm_unit_4_1_split_0 | |
| I0330 00:58:46.138062 10583 net.cpp:411] h_4_loss3/lstm_unit_4_1_split -> h_4_loss3/lstm_unit_4_1_split_1 | |
| I0330 00:58:46.138116 10583 net.cpp:150] Setting up h_4_loss3/lstm_unit_4_1_split | |
| I0330 00:58:46.138134 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.138152 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.138162 10583 net.cpp:165] Memory required for data: 5310528 | |
| I0330 00:58:46.138172 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_4 | |
| I0330 00:58:46.138187 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_4 | |
| I0330 00:58:46.138200 10583 net.cpp:454] loss3/lstm_h_conted_4 <- h_4_loss3/lstm_unit_4_1_split_0 | |
| I0330 00:58:46.138211 10583 net.cpp:454] loss3/lstm_h_conted_4 <- cont_5_loss3/lstm_cont_slice_4_split_0 | |
| I0330 00:58:46.138227 10583 net.cpp:411] loss3/lstm_h_conted_4 -> h_conted_4 | |
| I0330 00:58:46.138353 10583 net.cpp:150] Setting up loss3/lstm_h_conted_4 | |
| I0330 00:58:46.138371 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.138381 10583 net.cpp:165] Memory required for data: 5326912 | |
| I0330 00:58:46.138391 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_5 | |
| I0330 00:58:46.138408 10583 net.cpp:106] Creating Layer loss3/lstm_transform_5 | |
| I0330 00:58:46.138422 10583 net.cpp:454] loss3/lstm_transform_5 <- h_conted_4 | |
| I0330 00:58:46.138439 10583 net.cpp:411] loss3/lstm_transform_5 -> W_hc_h_4 | |
| I0330 00:58:46.147161 10583 net.cpp:150] Setting up loss3/lstm_transform_5 | |
| I0330 00:58:46.147243 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.147260 10583 net.cpp:165] Memory required for data: 5392448 | |
| I0330 00:58:46.147277 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.147291 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_5 | |
| I0330 00:58:46.147312 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_5 | |
| I0330 00:58:46.147325 10583 net.cpp:454] loss3/lstm_gate_input_5 <- W_hc_h_4 | |
| I0330 00:58:46.147349 10583 net.cpp:454] loss3/lstm_gate_input_5 <- W_xc_x_5 | |
| I0330 00:58:46.147362 10583 net.cpp:454] loss3/lstm_gate_input_5 <- W_xc_x_static_loss3/lstm__0_split_4 | |
| I0330 00:58:46.147377 10583 net.cpp:411] loss3/lstm_gate_input_5 -> gate_input_5 | |
| I0330 00:58:46.147472 10583 net.cpp:150] Setting up loss3/lstm_gate_input_5 | |
| I0330 00:58:46.147490 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.147500 10583 net.cpp:165] Memory required for data: 5457984 | |
| I0330 00:58:46.147511 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_5 | |
| I0330 00:58:46.147538 10583 net.cpp:106] Creating Layer loss3/lstm_unit_5 | |
| I0330 00:58:46.147552 10583 net.cpp:454] loss3/lstm_unit_5 <- c_4 | |
| I0330 00:58:46.147563 10583 net.cpp:454] loss3/lstm_unit_5 <- gate_input_5 | |
| I0330 00:58:46.147577 10583 net.cpp:454] loss3/lstm_unit_5 <- cont_5_loss3/lstm_cont_slice_4_split_1 | |
| I0330 00:58:46.147589 10583 net.cpp:411] loss3/lstm_unit_5 -> c_5 | |
| I0330 00:58:46.147637 10583 net.cpp:411] loss3/lstm_unit_5 -> h_5 | |
| I0330 00:58:46.147711 10583 net.cpp:150] Setting up loss3/lstm_unit_5 | |
| I0330 00:58:46.147728 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.147739 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.147749 10583 net.cpp:165] Memory required for data: 5490752 | |
| I0330 00:58:46.147759 10583 layer_factory.hpp:77] Creating layer h_5_loss3/lstm_unit_5_1_split | |
| I0330 00:58:46.147773 10583 net.cpp:106] Creating Layer h_5_loss3/lstm_unit_5_1_split | |
| I0330 00:58:46.147784 10583 net.cpp:454] h_5_loss3/lstm_unit_5_1_split <- h_5 | |
| I0330 00:58:46.147799 10583 net.cpp:411] h_5_loss3/lstm_unit_5_1_split -> h_5_loss3/lstm_unit_5_1_split_0 | |
| I0330 00:58:46.147822 10583 net.cpp:411] h_5_loss3/lstm_unit_5_1_split -> h_5_loss3/lstm_unit_5_1_split_1 | |
| I0330 00:58:46.147874 10583 net.cpp:150] Setting up h_5_loss3/lstm_unit_5_1_split | |
| I0330 00:58:46.147903 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.147915 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.147924 10583 net.cpp:165] Memory required for data: 5523520 | |
| I0330 00:58:46.147935 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_5 | |
| I0330 00:58:46.147953 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_5 | |
| I0330 00:58:46.147964 10583 net.cpp:454] loss3/lstm_h_conted_5 <- h_5_loss3/lstm_unit_5_1_split_0 | |
| I0330 00:58:46.147977 10583 net.cpp:454] loss3/lstm_h_conted_5 <- cont_6_loss3/lstm_cont_slice_5_split_0 | |
| I0330 00:58:46.147990 10583 net.cpp:411] loss3/lstm_h_conted_5 -> h_conted_5 | |
| I0330 00:58:46.148120 10583 net.cpp:150] Setting up loss3/lstm_h_conted_5 | |
| I0330 00:58:46.148151 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.148162 10583 net.cpp:165] Memory required for data: 5539904 | |
| I0330 00:58:46.148174 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_6 | |
| I0330 00:58:46.148190 10583 net.cpp:106] Creating Layer loss3/lstm_transform_6 | |
| I0330 00:58:46.148201 10583 net.cpp:454] loss3/lstm_transform_6 <- h_conted_5 | |
| I0330 00:58:46.148216 10583 net.cpp:411] loss3/lstm_transform_6 -> W_hc_h_5 | |
| I0330 00:58:46.157238 10583 net.cpp:150] Setting up loss3/lstm_transform_6 | |
| I0330 00:58:46.157325 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.157337 10583 net.cpp:165] Memory required for data: 5605440 | |
| I0330 00:58:46.157376 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.157392 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_6 | |
| I0330 00:58:46.157413 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_6 | |
| I0330 00:58:46.157428 10583 net.cpp:454] loss3/lstm_gate_input_6 <- W_hc_h_5 | |
| I0330 00:58:46.157444 10583 net.cpp:454] loss3/lstm_gate_input_6 <- W_xc_x_6 | |
| I0330 00:58:46.157459 10583 net.cpp:454] loss3/lstm_gate_input_6 <- W_xc_x_static_loss3/lstm__0_split_5 | |
| I0330 00:58:46.157481 10583 net.cpp:411] loss3/lstm_gate_input_6 -> gate_input_6 | |
| I0330 00:58:46.157547 10583 net.cpp:150] Setting up loss3/lstm_gate_input_6 | |
| I0330 00:58:46.157567 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.157577 10583 net.cpp:165] Memory required for data: 5670976 | |
| I0330 00:58:46.157587 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_6 | |
| I0330 00:58:46.157615 10583 net.cpp:106] Creating Layer loss3/lstm_unit_6 | |
| I0330 00:58:46.157629 10583 net.cpp:454] loss3/lstm_unit_6 <- c_5 | |
| I0330 00:58:46.157641 10583 net.cpp:454] loss3/lstm_unit_6 <- gate_input_6 | |
| I0330 00:58:46.157663 10583 net.cpp:454] loss3/lstm_unit_6 <- cont_6_loss3/lstm_cont_slice_5_split_1 | |
| I0330 00:58:46.157677 10583 net.cpp:411] loss3/lstm_unit_6 -> c_6 | |
| I0330 00:58:46.157692 10583 net.cpp:411] loss3/lstm_unit_6 -> h_6 | |
| I0330 00:58:46.157773 10583 net.cpp:150] Setting up loss3/lstm_unit_6 | |
| I0330 00:58:46.157791 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.157811 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.157821 10583 net.cpp:165] Memory required for data: 5703744 | |
| I0330 00:58:46.157832 10583 layer_factory.hpp:77] Creating layer h_6_loss3/lstm_unit_6_1_split | |
| I0330 00:58:46.157889 10583 net.cpp:106] Creating Layer h_6_loss3/lstm_unit_6_1_split | |
| I0330 00:58:46.157902 10583 net.cpp:454] h_6_loss3/lstm_unit_6_1_split <- h_6 | |
| I0330 00:58:46.157917 10583 net.cpp:411] h_6_loss3/lstm_unit_6_1_split -> h_6_loss3/lstm_unit_6_1_split_0 | |
| I0330 00:58:46.157941 10583 net.cpp:411] h_6_loss3/lstm_unit_6_1_split -> h_6_loss3/lstm_unit_6_1_split_1 | |
| I0330 00:58:46.157994 10583 net.cpp:150] Setting up h_6_loss3/lstm_unit_6_1_split | |
| I0330 00:58:46.158011 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.158022 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.158032 10583 net.cpp:165] Memory required for data: 5736512 | |
| I0330 00:58:46.158043 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_6 | |
| I0330 00:58:46.158061 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_6 | |
| I0330 00:58:46.158073 10583 net.cpp:454] loss3/lstm_h_conted_6 <- h_6_loss3/lstm_unit_6_1_split_0 | |
| I0330 00:58:46.158087 10583 net.cpp:454] loss3/lstm_h_conted_6 <- cont_7_loss3/lstm_cont_slice_6_split_0 | |
| I0330 00:58:46.158099 10583 net.cpp:411] loss3/lstm_h_conted_6 -> h_conted_6 | |
| I0330 00:58:46.158236 10583 net.cpp:150] Setting up loss3/lstm_h_conted_6 | |
| I0330 00:58:46.158257 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.158267 10583 net.cpp:165] Memory required for data: 5752896 | |
| I0330 00:58:46.158277 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_7 | |
| I0330 00:58:46.158296 10583 net.cpp:106] Creating Layer loss3/lstm_transform_7 | |
| I0330 00:58:46.158308 10583 net.cpp:454] loss3/lstm_transform_7 <- h_conted_6 | |
| I0330 00:58:46.158323 10583 net.cpp:411] loss3/lstm_transform_7 -> W_hc_h_6 | |
| I0330 00:58:46.167552 10583 net.cpp:150] Setting up loss3/lstm_transform_7 | |
| I0330 00:58:46.167629 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.167642 10583 net.cpp:165] Memory required for data: 5818432 | |
| I0330 00:58:46.167659 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.167673 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_7 | |
| I0330 00:58:46.167697 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_7 | |
| I0330 00:58:46.167712 10583 net.cpp:454] loss3/lstm_gate_input_7 <- W_hc_h_6 | |
| I0330 00:58:46.167727 10583 net.cpp:454] loss3/lstm_gate_input_7 <- W_xc_x_7 | |
| I0330 00:58:46.167740 10583 net.cpp:454] loss3/lstm_gate_input_7 <- W_xc_x_static_loss3/lstm__0_split_6 | |
| I0330 00:58:46.167757 10583 net.cpp:411] loss3/lstm_gate_input_7 -> gate_input_7 | |
| I0330 00:58:46.167815 10583 net.cpp:150] Setting up loss3/lstm_gate_input_7 | |
| I0330 00:58:46.167834 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.167843 10583 net.cpp:165] Memory required for data: 5883968 | |
| I0330 00:58:46.167855 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_7 | |
| I0330 00:58:46.167871 10583 net.cpp:106] Creating Layer loss3/lstm_unit_7 | |
| I0330 00:58:46.167887 10583 net.cpp:454] loss3/lstm_unit_7 <- c_6 | |
| I0330 00:58:46.167901 10583 net.cpp:454] loss3/lstm_unit_7 <- gate_input_7 | |
| I0330 00:58:46.167913 10583 net.cpp:454] loss3/lstm_unit_7 <- cont_7_loss3/lstm_cont_slice_6_split_1 | |
| I0330 00:58:46.167927 10583 net.cpp:411] loss3/lstm_unit_7 -> c_7 | |
| I0330 00:58:46.167943 10583 net.cpp:411] loss3/lstm_unit_7 -> h_7 | |
| I0330 00:58:46.168015 10583 net.cpp:150] Setting up loss3/lstm_unit_7 | |
| I0330 00:58:46.168032 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.168045 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.168054 10583 net.cpp:165] Memory required for data: 5916736 | |
| I0330 00:58:46.168064 10583 layer_factory.hpp:77] Creating layer h_7_loss3/lstm_unit_7_1_split | |
| I0330 00:58:46.168078 10583 net.cpp:106] Creating Layer h_7_loss3/lstm_unit_7_1_split | |
| I0330 00:58:46.168090 10583 net.cpp:454] h_7_loss3/lstm_unit_7_1_split <- h_7 | |
| I0330 00:58:46.168105 10583 net.cpp:411] h_7_loss3/lstm_unit_7_1_split -> h_7_loss3/lstm_unit_7_1_split_0 | |
| I0330 00:58:46.168123 10583 net.cpp:411] h_7_loss3/lstm_unit_7_1_split -> h_7_loss3/lstm_unit_7_1_split_1 | |
| I0330 00:58:46.168176 10583 net.cpp:150] Setting up h_7_loss3/lstm_unit_7_1_split | |
| I0330 00:58:46.168193 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.168237 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.168247 10583 net.cpp:165] Memory required for data: 5949504 | |
| I0330 00:58:46.168258 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_7 | |
| I0330 00:58:46.168277 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_7 | |
| I0330 00:58:46.168288 10583 net.cpp:454] loss3/lstm_h_conted_7 <- h_7_loss3/lstm_unit_7_1_split_0 | |
| I0330 00:58:46.168300 10583 net.cpp:454] loss3/lstm_h_conted_7 <- cont_8_loss3/lstm_cont_slice_7_split_0 | |
| I0330 00:58:46.168313 10583 net.cpp:411] loss3/lstm_h_conted_7 -> h_conted_7 | |
| I0330 00:58:46.168444 10583 net.cpp:150] Setting up loss3/lstm_h_conted_7 | |
| I0330 00:58:46.168463 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.168473 10583 net.cpp:165] Memory required for data: 5965888 | |
| I0330 00:58:46.168484 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_8 | |
| I0330 00:58:46.168514 10583 net.cpp:106] Creating Layer loss3/lstm_transform_8 | |
| I0330 00:58:46.168526 10583 net.cpp:454] loss3/lstm_transform_8 <- h_conted_7 | |
| I0330 00:58:46.168540 10583 net.cpp:411] loss3/lstm_transform_8 -> W_hc_h_7 | |
| I0330 00:58:46.177515 10583 net.cpp:150] Setting up loss3/lstm_transform_8 | |
| I0330 00:58:46.177604 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.177618 10583 net.cpp:165] Memory required for data: 6031424 | |
| I0330 00:58:46.177634 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.177649 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_8 | |
| I0330 00:58:46.177670 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_8 | |
| I0330 00:58:46.177683 10583 net.cpp:454] loss3/lstm_gate_input_8 <- W_hc_h_7 | |
| I0330 00:58:46.177698 10583 net.cpp:454] loss3/lstm_gate_input_8 <- W_xc_x_8 | |
| I0330 00:58:46.177712 10583 net.cpp:454] loss3/lstm_gate_input_8 <- W_xc_x_static_loss3/lstm__0_split_7 | |
| I0330 00:58:46.177727 10583 net.cpp:411] loss3/lstm_gate_input_8 -> gate_input_8 | |
| I0330 00:58:46.177788 10583 net.cpp:150] Setting up loss3/lstm_gate_input_8 | |
| I0330 00:58:46.177805 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.177815 10583 net.cpp:165] Memory required for data: 6096960 | |
| I0330 00:58:46.177826 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_8 | |
| I0330 00:58:46.177840 10583 net.cpp:106] Creating Layer loss3/lstm_unit_8 | |
| I0330 00:58:46.177852 10583 net.cpp:454] loss3/lstm_unit_8 <- c_7 | |
| I0330 00:58:46.177865 10583 net.cpp:454] loss3/lstm_unit_8 <- gate_input_8 | |
| I0330 00:58:46.177876 10583 net.cpp:454] loss3/lstm_unit_8 <- cont_8_loss3/lstm_cont_slice_7_split_1 | |
| I0330 00:58:46.177889 10583 net.cpp:411] loss3/lstm_unit_8 -> c_8 | |
| I0330 00:58:46.177904 10583 net.cpp:411] loss3/lstm_unit_8 -> h_8 | |
| I0330 00:58:46.177974 10583 net.cpp:150] Setting up loss3/lstm_unit_8 | |
| I0330 00:58:46.177992 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.178004 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.178014 10583 net.cpp:165] Memory required for data: 6129728 | |
| I0330 00:58:46.178023 10583 layer_factory.hpp:77] Creating layer h_8_loss3/lstm_unit_8_1_split | |
| I0330 00:58:46.178045 10583 net.cpp:106] Creating Layer h_8_loss3/lstm_unit_8_1_split | |
| I0330 00:58:46.178056 10583 net.cpp:454] h_8_loss3/lstm_unit_8_1_split <- h_8 | |
| I0330 00:58:46.178069 10583 net.cpp:411] h_8_loss3/lstm_unit_8_1_split -> h_8_loss3/lstm_unit_8_1_split_0 | |
| I0330 00:58:46.178083 10583 net.cpp:411] h_8_loss3/lstm_unit_8_1_split -> h_8_loss3/lstm_unit_8_1_split_1 | |
| I0330 00:58:46.178143 10583 net.cpp:150] Setting up h_8_loss3/lstm_unit_8_1_split | |
| I0330 00:58:46.178160 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.178172 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.178182 10583 net.cpp:165] Memory required for data: 6162496 | |
| I0330 00:58:46.178200 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_8 | |
| I0330 00:58:46.178216 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_8 | |
| I0330 00:58:46.178227 10583 net.cpp:454] loss3/lstm_h_conted_8 <- h_8_loss3/lstm_unit_8_1_split_0 | |
| I0330 00:58:46.178239 10583 net.cpp:454] loss3/lstm_h_conted_8 <- cont_9_loss3/lstm_cont_slice_8_split_0 | |
| I0330 00:58:46.178295 10583 net.cpp:411] loss3/lstm_h_conted_8 -> h_conted_8 | |
| I0330 00:58:46.178427 10583 net.cpp:150] Setting up loss3/lstm_h_conted_8 | |
| I0330 00:58:46.178447 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.178457 10583 net.cpp:165] Memory required for data: 6178880 | |
| I0330 00:58:46.178467 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_9 | |
| I0330 00:58:46.178485 10583 net.cpp:106] Creating Layer loss3/lstm_transform_9 | |
| I0330 00:58:46.178498 10583 net.cpp:454] loss3/lstm_transform_9 <- h_conted_8 | |
| I0330 00:58:46.178511 10583 net.cpp:411] loss3/lstm_transform_9 -> W_hc_h_8 | |
| I0330 00:58:46.187618 10583 net.cpp:150] Setting up loss3/lstm_transform_9 | |
| I0330 00:58:46.187693 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.187706 10583 net.cpp:165] Memory required for data: 6244416 | |
| I0330 00:58:46.187722 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.187736 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_9 | |
| I0330 00:58:46.187757 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_9 | |
| I0330 00:58:46.187769 10583 net.cpp:454] loss3/lstm_gate_input_9 <- W_hc_h_8 | |
| I0330 00:58:46.187785 10583 net.cpp:454] loss3/lstm_gate_input_9 <- W_xc_x_9 | |
| I0330 00:58:46.187798 10583 net.cpp:454] loss3/lstm_gate_input_9 <- W_xc_x_static_loss3/lstm__0_split_8 | |
| I0330 00:58:46.187814 10583 net.cpp:411] loss3/lstm_gate_input_9 -> gate_input_9 | |
| I0330 00:58:46.187871 10583 net.cpp:150] Setting up loss3/lstm_gate_input_9 | |
| I0330 00:58:46.187890 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.187899 10583 net.cpp:165] Memory required for data: 6309952 | |
| I0330 00:58:46.187909 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_9 | |
| I0330 00:58:46.187927 10583 net.cpp:106] Creating Layer loss3/lstm_unit_9 | |
| I0330 00:58:46.187939 10583 net.cpp:454] loss3/lstm_unit_9 <- c_8 | |
| I0330 00:58:46.187952 10583 net.cpp:454] loss3/lstm_unit_9 <- gate_input_9 | |
| I0330 00:58:46.187964 10583 net.cpp:454] loss3/lstm_unit_9 <- cont_9_loss3/lstm_cont_slice_8_split_1 | |
| I0330 00:58:46.187978 10583 net.cpp:411] loss3/lstm_unit_9 -> c_9 | |
| I0330 00:58:46.187991 10583 net.cpp:411] loss3/lstm_unit_9 -> h_9 | |
| I0330 00:58:46.188061 10583 net.cpp:150] Setting up loss3/lstm_unit_9 | |
| I0330 00:58:46.188078 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.188092 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.188102 10583 net.cpp:165] Memory required for data: 6342720 | |
| I0330 00:58:46.188113 10583 layer_factory.hpp:77] Creating layer h_9_loss3/lstm_unit_9_1_split | |
| I0330 00:58:46.188130 10583 net.cpp:106] Creating Layer h_9_loss3/lstm_unit_9_1_split | |
| I0330 00:58:46.188143 10583 net.cpp:454] h_9_loss3/lstm_unit_9_1_split <- h_9 | |
| I0330 00:58:46.188155 10583 net.cpp:411] h_9_loss3/lstm_unit_9_1_split -> h_9_loss3/lstm_unit_9_1_split_0 | |
| I0330 00:58:46.188169 10583 net.cpp:411] h_9_loss3/lstm_unit_9_1_split -> h_9_loss3/lstm_unit_9_1_split_1 | |
| I0330 00:58:46.188223 10583 net.cpp:150] Setting up h_9_loss3/lstm_unit_9_1_split | |
| I0330 00:58:46.188247 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.188258 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.188268 10583 net.cpp:165] Memory required for data: 6375488 | |
| I0330 00:58:46.188279 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_9 | |
| I0330 00:58:46.188303 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_9 | |
| I0330 00:58:46.188318 10583 net.cpp:454] loss3/lstm_h_conted_9 <- h_9_loss3/lstm_unit_9_1_split_0 | |
| I0330 00:58:46.188330 10583 net.cpp:454] loss3/lstm_h_conted_9 <- cont_10_loss3/lstm_cont_slice_9_split_0 | |
| I0330 00:58:46.188344 10583 net.cpp:411] loss3/lstm_h_conted_9 -> h_conted_9 | |
| I0330 00:58:46.188470 10583 net.cpp:150] Setting up loss3/lstm_h_conted_9 | |
| I0330 00:58:46.188488 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.188498 10583 net.cpp:165] Memory required for data: 6391872 | |
| I0330 00:58:46.188508 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_10 | |
| I0330 00:58:46.188560 10583 net.cpp:106] Creating Layer loss3/lstm_transform_10 | |
| I0330 00:58:46.188572 10583 net.cpp:454] loss3/lstm_transform_10 <- h_conted_9 | |
| I0330 00:58:46.188585 10583 net.cpp:411] loss3/lstm_transform_10 -> W_hc_h_9 | |
| I0330 00:58:46.196975 10583 net.cpp:150] Setting up loss3/lstm_transform_10 | |
| I0330 00:58:46.197005 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.197017 10583 net.cpp:165] Memory required for data: 6457408 | |
| I0330 00:58:46.197029 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.197041 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_10 | |
| I0330 00:58:46.197058 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_10 | |
| I0330 00:58:46.197069 10583 net.cpp:454] loss3/lstm_gate_input_10 <- W_hc_h_9 | |
| I0330 00:58:46.197082 10583 net.cpp:454] loss3/lstm_gate_input_10 <- W_xc_x_10 | |
| I0330 00:58:46.197093 10583 net.cpp:454] loss3/lstm_gate_input_10 <- W_xc_x_static_loss3/lstm__0_split_9 | |
| I0330 00:58:46.197108 10583 net.cpp:411] loss3/lstm_gate_input_10 -> gate_input_10 | |
| I0330 00:58:46.197149 10583 net.cpp:150] Setting up loss3/lstm_gate_input_10 | |
| I0330 00:58:46.197167 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.197177 10583 net.cpp:165] Memory required for data: 6522944 | |
| I0330 00:58:46.197188 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_10 | |
| I0330 00:58:46.197206 10583 net.cpp:106] Creating Layer loss3/lstm_unit_10 | |
| I0330 00:58:46.197217 10583 net.cpp:454] loss3/lstm_unit_10 <- c_9 | |
| I0330 00:58:46.197230 10583 net.cpp:454] loss3/lstm_unit_10 <- gate_input_10 | |
| I0330 00:58:46.197242 10583 net.cpp:454] loss3/lstm_unit_10 <- cont_10_loss3/lstm_cont_slice_9_split_1 | |
| I0330 00:58:46.197255 10583 net.cpp:411] loss3/lstm_unit_10 -> c_10 | |
| I0330 00:58:46.197274 10583 net.cpp:411] loss3/lstm_unit_10 -> h_10 | |
| I0330 00:58:46.197341 10583 net.cpp:150] Setting up loss3/lstm_unit_10 | |
| I0330 00:58:46.197358 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.197370 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.197379 10583 net.cpp:165] Memory required for data: 6555712 | |
| I0330 00:58:46.197391 10583 layer_factory.hpp:77] Creating layer h_10_loss3/lstm_unit_10_1_split | |
| I0330 00:58:46.197402 10583 net.cpp:106] Creating Layer h_10_loss3/lstm_unit_10_1_split | |
| I0330 00:58:46.197413 10583 net.cpp:454] h_10_loss3/lstm_unit_10_1_split <- h_10 | |
| I0330 00:58:46.197427 10583 net.cpp:411] h_10_loss3/lstm_unit_10_1_split -> h_10_loss3/lstm_unit_10_1_split_0 | |
| I0330 00:58:46.197443 10583 net.cpp:411] h_10_loss3/lstm_unit_10_1_split -> h_10_loss3/lstm_unit_10_1_split_1 | |
| I0330 00:58:46.197494 10583 net.cpp:150] Setting up h_10_loss3/lstm_unit_10_1_split | |
| I0330 00:58:46.197511 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.197523 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.197532 10583 net.cpp:165] Memory required for data: 6588480 | |
| I0330 00:58:46.197543 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_10 | |
| I0330 00:58:46.197559 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_10 | |
| I0330 00:58:46.197571 10583 net.cpp:454] loss3/lstm_h_conted_10 <- h_10_loss3/lstm_unit_10_1_split_0 | |
| I0330 00:58:46.197583 10583 net.cpp:454] loss3/lstm_h_conted_10 <- cont_11_loss3/lstm_cont_slice_10_split_0 | |
| I0330 00:58:46.197599 10583 net.cpp:411] loss3/lstm_h_conted_10 -> h_conted_10 | |
| I0330 00:58:46.197690 10583 net.cpp:150] Setting up loss3/lstm_h_conted_10 | |
| I0330 00:58:46.197708 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.197718 10583 net.cpp:165] Memory required for data: 6604864 | |
| I0330 00:58:46.197729 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_11 | |
| I0330 00:58:46.197743 10583 net.cpp:106] Creating Layer loss3/lstm_transform_11 | |
| I0330 00:58:46.197756 10583 net.cpp:454] loss3/lstm_transform_11 <- h_conted_10 | |
| I0330 00:58:46.197772 10583 net.cpp:411] loss3/lstm_transform_11 -> W_hc_h_10 | |
| I0330 00:58:46.206039 10583 net.cpp:150] Setting up loss3/lstm_transform_11 | |
| I0330 00:58:46.206069 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.206082 10583 net.cpp:165] Memory required for data: 6670400 | |
| I0330 00:58:46.206109 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.206121 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_11 | |
| I0330 00:58:46.206135 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_11 | |
| I0330 00:58:46.206146 10583 net.cpp:454] loss3/lstm_gate_input_11 <- W_hc_h_10 | |
| I0330 00:58:46.206158 10583 net.cpp:454] loss3/lstm_gate_input_11 <- W_xc_x_11 | |
| I0330 00:58:46.206171 10583 net.cpp:454] loss3/lstm_gate_input_11 <- W_xc_x_static_loss3/lstm__0_split_10 | |
| I0330 00:58:46.206184 10583 net.cpp:411] loss3/lstm_gate_input_11 -> gate_input_11 | |
| I0330 00:58:46.206228 10583 net.cpp:150] Setting up loss3/lstm_gate_input_11 | |
| I0330 00:58:46.206245 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.206259 10583 net.cpp:165] Memory required for data: 6735936 | |
| I0330 00:58:46.206271 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_11 | |
| I0330 00:58:46.206289 10583 net.cpp:106] Creating Layer loss3/lstm_unit_11 | |
| I0330 00:58:46.206300 10583 net.cpp:454] loss3/lstm_unit_11 <- c_10 | |
| I0330 00:58:46.206311 10583 net.cpp:454] loss3/lstm_unit_11 <- gate_input_11 | |
| I0330 00:58:46.206323 10583 net.cpp:454] loss3/lstm_unit_11 <- cont_11_loss3/lstm_cont_slice_10_split_1 | |
| I0330 00:58:46.206336 10583 net.cpp:411] loss3/lstm_unit_11 -> c_11 | |
| I0330 00:58:46.206351 10583 net.cpp:411] loss3/lstm_unit_11 -> h_11 | |
| I0330 00:58:46.206418 10583 net.cpp:150] Setting up loss3/lstm_unit_11 | |
| I0330 00:58:46.206435 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.206447 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.206457 10583 net.cpp:165] Memory required for data: 6768704 | |
| I0330 00:58:46.206470 10583 layer_factory.hpp:77] Creating layer h_11_loss3/lstm_unit_11_1_split | |
| I0330 00:58:46.206485 10583 net.cpp:106] Creating Layer h_11_loss3/lstm_unit_11_1_split | |
| I0330 00:58:46.206496 10583 net.cpp:454] h_11_loss3/lstm_unit_11_1_split <- h_11 | |
| I0330 00:58:46.206508 10583 net.cpp:411] h_11_loss3/lstm_unit_11_1_split -> h_11_loss3/lstm_unit_11_1_split_0 | |
| I0330 00:58:46.206522 10583 net.cpp:411] h_11_loss3/lstm_unit_11_1_split -> h_11_loss3/lstm_unit_11_1_split_1 | |
| I0330 00:58:46.206575 10583 net.cpp:150] Setting up h_11_loss3/lstm_unit_11_1_split | |
| I0330 00:58:46.206593 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.206604 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.206614 10583 net.cpp:165] Memory required for data: 6801472 | |
| I0330 00:58:46.206624 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_11 | |
| I0330 00:58:46.206637 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_11 | |
| I0330 00:58:46.206648 10583 net.cpp:454] loss3/lstm_h_conted_11 <- h_11_loss3/lstm_unit_11_1_split_0 | |
| I0330 00:58:46.206660 10583 net.cpp:454] loss3/lstm_h_conted_11 <- cont_12_loss3/lstm_cont_slice_11_split_0 | |
| I0330 00:58:46.206673 10583 net.cpp:411] loss3/lstm_h_conted_11 -> h_conted_11 | |
| I0330 00:58:46.206763 10583 net.cpp:150] Setting up loss3/lstm_h_conted_11 | |
| I0330 00:58:46.206781 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.206791 10583 net.cpp:165] Memory required for data: 6817856 | |
| I0330 00:58:46.206802 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_12 | |
| I0330 00:58:46.206825 10583 net.cpp:106] Creating Layer loss3/lstm_transform_12 | |
| I0330 00:58:46.206836 10583 net.cpp:454] loss3/lstm_transform_12 <- h_conted_11 | |
| I0330 00:58:46.206851 10583 net.cpp:411] loss3/lstm_transform_12 -> W_hc_h_11 | |
| I0330 00:58:46.215080 10583 net.cpp:150] Setting up loss3/lstm_transform_12 | |
| I0330 00:58:46.215113 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.215126 10583 net.cpp:165] Memory required for data: 6883392 | |
| I0330 00:58:46.215137 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.215149 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_12 | |
| I0330 00:58:46.215163 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_12 | |
| I0330 00:58:46.215174 10583 net.cpp:454] loss3/lstm_gate_input_12 <- W_hc_h_11 | |
| I0330 00:58:46.215204 10583 net.cpp:454] loss3/lstm_gate_input_12 <- W_xc_x_12 | |
| I0330 00:58:46.215216 10583 net.cpp:454] loss3/lstm_gate_input_12 <- W_xc_x_static_loss3/lstm__0_split_11 | |
| I0330 00:58:46.215230 10583 net.cpp:411] loss3/lstm_gate_input_12 -> gate_input_12 | |
| I0330 00:58:46.215273 10583 net.cpp:150] Setting up loss3/lstm_gate_input_12 | |
| I0330 00:58:46.215291 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.215301 10583 net.cpp:165] Memory required for data: 6948928 | |
| I0330 00:58:46.215312 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_12 | |
| I0330 00:58:46.215329 10583 net.cpp:106] Creating Layer loss3/lstm_unit_12 | |
| I0330 00:58:46.215340 10583 net.cpp:454] loss3/lstm_unit_12 <- c_11 | |
| I0330 00:58:46.215354 10583 net.cpp:454] loss3/lstm_unit_12 <- gate_input_12 | |
| I0330 00:58:46.215366 10583 net.cpp:454] loss3/lstm_unit_12 <- cont_12_loss3/lstm_cont_slice_11_split_1 | |
| I0330 00:58:46.215378 10583 net.cpp:411] loss3/lstm_unit_12 -> c_12 | |
| I0330 00:58:46.215396 10583 net.cpp:411] loss3/lstm_unit_12 -> h_12 | |
| I0330 00:58:46.215481 10583 net.cpp:150] Setting up loss3/lstm_unit_12 | |
| I0330 00:58:46.215498 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.215509 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.215519 10583 net.cpp:165] Memory required for data: 6981696 | |
| I0330 00:58:46.215530 10583 layer_factory.hpp:77] Creating layer h_12_loss3/lstm_unit_12_1_split | |
| I0330 00:58:46.215543 10583 net.cpp:106] Creating Layer h_12_loss3/lstm_unit_12_1_split | |
| I0330 00:58:46.215554 10583 net.cpp:454] h_12_loss3/lstm_unit_12_1_split <- h_12 | |
| I0330 00:58:46.215569 10583 net.cpp:411] h_12_loss3/lstm_unit_12_1_split -> h_12_loss3/lstm_unit_12_1_split_0 | |
| I0330 00:58:46.215584 10583 net.cpp:411] h_12_loss3/lstm_unit_12_1_split -> h_12_loss3/lstm_unit_12_1_split_1 | |
| I0330 00:58:46.215637 10583 net.cpp:150] Setting up h_12_loss3/lstm_unit_12_1_split | |
| I0330 00:58:46.215656 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.215667 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.215677 10583 net.cpp:165] Memory required for data: 7014464 | |
| I0330 00:58:46.215687 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_12 | |
| I0330 00:58:46.215701 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_12 | |
| I0330 00:58:46.215716 10583 net.cpp:454] loss3/lstm_h_conted_12 <- h_12_loss3/lstm_unit_12_1_split_0 | |
| I0330 00:58:46.215729 10583 net.cpp:454] loss3/lstm_h_conted_12 <- cont_13_loss3/lstm_cont_slice_12_split_0 | |
| I0330 00:58:46.215746 10583 net.cpp:411] loss3/lstm_h_conted_12 -> h_conted_12 | |
| I0330 00:58:46.215843 10583 net.cpp:150] Setting up loss3/lstm_h_conted_12 | |
| I0330 00:58:46.215862 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.215872 10583 net.cpp:165] Memory required for data: 7030848 | |
| I0330 00:58:46.215883 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_13 | |
| I0330 00:58:46.215896 10583 net.cpp:106] Creating Layer loss3/lstm_transform_13 | |
| I0330 00:58:46.215908 10583 net.cpp:454] loss3/lstm_transform_13 <- h_conted_12 | |
| I0330 00:58:46.215924 10583 net.cpp:411] loss3/lstm_transform_13 -> W_hc_h_12 | |
| I0330 00:58:46.224220 10583 net.cpp:150] Setting up loss3/lstm_transform_13 | |
| I0330 00:58:46.224252 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.224264 10583 net.cpp:165] Memory required for data: 7096384 | |
| I0330 00:58:46.224277 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.224287 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_13 | |
| I0330 00:58:46.224303 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_13 | |
| I0330 00:58:46.224314 10583 net.cpp:454] loss3/lstm_gate_input_13 <- W_hc_h_12 | |
| I0330 00:58:46.224328 10583 net.cpp:454] loss3/lstm_gate_input_13 <- W_xc_x_13 | |
| I0330 00:58:46.224339 10583 net.cpp:454] loss3/lstm_gate_input_13 <- W_xc_x_static_loss3/lstm__0_split_12 | |
| I0330 00:58:46.224354 10583 net.cpp:411] loss3/lstm_gate_input_13 -> gate_input_13 | |
| I0330 00:58:46.224396 10583 net.cpp:150] Setting up loss3/lstm_gate_input_13 | |
| I0330 00:58:46.224413 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.224438 10583 net.cpp:165] Memory required for data: 7161920 | |
| I0330 00:58:46.224450 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_13 | |
| I0330 00:58:46.224467 10583 net.cpp:106] Creating Layer loss3/lstm_unit_13 | |
| I0330 00:58:46.224479 10583 net.cpp:454] loss3/lstm_unit_13 <- c_12 | |
| I0330 00:58:46.224491 10583 net.cpp:454] loss3/lstm_unit_13 <- gate_input_13 | |
| I0330 00:58:46.224503 10583 net.cpp:454] loss3/lstm_unit_13 <- cont_13_loss3/lstm_cont_slice_12_split_1 | |
| I0330 00:58:46.224516 10583 net.cpp:411] loss3/lstm_unit_13 -> c_13 | |
| I0330 00:58:46.224530 10583 net.cpp:411] loss3/lstm_unit_13 -> h_13 | |
| I0330 00:58:46.224598 10583 net.cpp:150] Setting up loss3/lstm_unit_13 | |
| I0330 00:58:46.224617 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.224627 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.224637 10583 net.cpp:165] Memory required for data: 7194688 | |
| I0330 00:58:46.224647 10583 layer_factory.hpp:77] Creating layer h_13_loss3/lstm_unit_13_1_split | |
| I0330 00:58:46.224660 10583 net.cpp:106] Creating Layer h_13_loss3/lstm_unit_13_1_split | |
| I0330 00:58:46.224671 10583 net.cpp:454] h_13_loss3/lstm_unit_13_1_split <- h_13 | |
| I0330 00:58:46.224685 10583 net.cpp:411] h_13_loss3/lstm_unit_13_1_split -> h_13_loss3/lstm_unit_13_1_split_0 | |
| I0330 00:58:46.224700 10583 net.cpp:411] h_13_loss3/lstm_unit_13_1_split -> h_13_loss3/lstm_unit_13_1_split_1 | |
| I0330 00:58:46.224750 10583 net.cpp:150] Setting up h_13_loss3/lstm_unit_13_1_split | |
| I0330 00:58:46.224768 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.224781 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.224789 10583 net.cpp:165] Memory required for data: 7227456 | |
| I0330 00:58:46.224800 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_13 | |
| I0330 00:58:46.224817 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_13 | |
| I0330 00:58:46.224828 10583 net.cpp:454] loss3/lstm_h_conted_13 <- h_13_loss3/lstm_unit_13_1_split_0 | |
| I0330 00:58:46.224840 10583 net.cpp:454] loss3/lstm_h_conted_13 <- cont_14_loss3/lstm_cont_slice_13_split_0 | |
| I0330 00:58:46.224856 10583 net.cpp:411] loss3/lstm_h_conted_13 -> h_conted_13 | |
| I0330 00:58:46.224949 10583 net.cpp:150] Setting up loss3/lstm_h_conted_13 | |
| I0330 00:58:46.224967 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.224977 10583 net.cpp:165] Memory required for data: 7243840 | |
| I0330 00:58:46.224988 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_14 | |
| I0330 00:58:46.225004 10583 net.cpp:106] Creating Layer loss3/lstm_transform_14 | |
| I0330 00:58:46.225016 10583 net.cpp:454] loss3/lstm_transform_14 <- h_conted_13 | |
| I0330 00:58:46.225029 10583 net.cpp:411] loss3/lstm_transform_14 -> W_hc_h_13 | |
| I0330 00:58:46.233291 10583 net.cpp:150] Setting up loss3/lstm_transform_14 | |
| I0330 00:58:46.233324 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.233335 10583 net.cpp:165] Memory required for data: 7309376 | |
| I0330 00:58:46.233355 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.233368 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_14 | |
| I0330 00:58:46.233382 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_14 | |
| I0330 00:58:46.233393 10583 net.cpp:454] loss3/lstm_gate_input_14 <- W_hc_h_13 | |
| I0330 00:58:46.233407 10583 net.cpp:454] loss3/lstm_gate_input_14 <- W_xc_x_14 | |
| I0330 00:58:46.233418 10583 net.cpp:454] loss3/lstm_gate_input_14 <- W_xc_x_static_loss3/lstm__0_split_13 | |
| I0330 00:58:46.233431 10583 net.cpp:411] loss3/lstm_gate_input_14 -> gate_input_14 | |
| I0330 00:58:46.233476 10583 net.cpp:150] Setting up loss3/lstm_gate_input_14 | |
| I0330 00:58:46.233494 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.233505 10583 net.cpp:165] Memory required for data: 7374912 | |
| I0330 00:58:46.233515 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_14 | |
| I0330 00:58:46.233536 10583 net.cpp:106] Creating Layer loss3/lstm_unit_14 | |
| I0330 00:58:46.233548 10583 net.cpp:454] loss3/lstm_unit_14 <- c_13 | |
| I0330 00:58:46.233561 10583 net.cpp:454] loss3/lstm_unit_14 <- gate_input_14 | |
| I0330 00:58:46.233573 10583 net.cpp:454] loss3/lstm_unit_14 <- cont_14_loss3/lstm_cont_slice_13_split_1 | |
| I0330 00:58:46.233604 10583 net.cpp:411] loss3/lstm_unit_14 -> c_14 | |
| I0330 00:58:46.233620 10583 net.cpp:411] loss3/lstm_unit_14 -> h_14 | |
| I0330 00:58:46.233690 10583 net.cpp:150] Setting up loss3/lstm_unit_14 | |
| I0330 00:58:46.233708 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.233719 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.233729 10583 net.cpp:165] Memory required for data: 7407680 | |
| I0330 00:58:46.233739 10583 layer_factory.hpp:77] Creating layer h_14_loss3/lstm_unit_14_1_split | |
| I0330 00:58:46.233752 10583 net.cpp:106] Creating Layer h_14_loss3/lstm_unit_14_1_split | |
| I0330 00:58:46.233763 10583 net.cpp:454] h_14_loss3/lstm_unit_14_1_split <- h_14 | |
| I0330 00:58:46.233778 10583 net.cpp:411] h_14_loss3/lstm_unit_14_1_split -> h_14_loss3/lstm_unit_14_1_split_0 | |
| I0330 00:58:46.233793 10583 net.cpp:411] h_14_loss3/lstm_unit_14_1_split -> h_14_loss3/lstm_unit_14_1_split_1 | |
| I0330 00:58:46.233846 10583 net.cpp:150] Setting up h_14_loss3/lstm_unit_14_1_split | |
| I0330 00:58:46.233865 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.233877 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.233887 10583 net.cpp:165] Memory required for data: 7440448 | |
| I0330 00:58:46.233897 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_14 | |
| I0330 00:58:46.233911 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_14 | |
| I0330 00:58:46.233922 10583 net.cpp:454] loss3/lstm_h_conted_14 <- h_14_loss3/lstm_unit_14_1_split_0 | |
| I0330 00:58:46.233934 10583 net.cpp:454] loss3/lstm_h_conted_14 <- cont_15_loss3/lstm_cont_slice_14_split_0 | |
| I0330 00:58:46.233948 10583 net.cpp:411] loss3/lstm_h_conted_14 -> h_conted_14 | |
| I0330 00:58:46.234048 10583 net.cpp:150] Setting up loss3/lstm_h_conted_14 | |
| I0330 00:58:46.234067 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.234077 10583 net.cpp:165] Memory required for data: 7456832 | |
| I0330 00:58:46.234087 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_15 | |
| I0330 00:58:46.234102 10583 net.cpp:106] Creating Layer loss3/lstm_transform_15 | |
| I0330 00:58:46.234113 10583 net.cpp:454] loss3/lstm_transform_15 <- h_conted_14 | |
| I0330 00:58:46.234127 10583 net.cpp:411] loss3/lstm_transform_15 -> W_hc_h_14 | |
| I0330 00:58:46.242378 10583 net.cpp:150] Setting up loss3/lstm_transform_15 | |
| I0330 00:58:46.242410 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.242422 10583 net.cpp:165] Memory required for data: 7522368 | |
| I0330 00:58:46.242434 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.242446 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_15 | |
| I0330 00:58:46.242460 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_15 | |
| I0330 00:58:46.242470 10583 net.cpp:454] loss3/lstm_gate_input_15 <- W_hc_h_14 | |
| I0330 00:58:46.242482 10583 net.cpp:454] loss3/lstm_gate_input_15 <- W_xc_x_15 | |
| I0330 00:58:46.242496 10583 net.cpp:454] loss3/lstm_gate_input_15 <- W_xc_x_static_loss3/lstm__0_split_14 | |
| I0330 00:58:46.242511 10583 net.cpp:411] loss3/lstm_gate_input_15 -> gate_input_15 | |
| I0330 00:58:46.242553 10583 net.cpp:150] Setting up loss3/lstm_gate_input_15 | |
| I0330 00:58:46.242571 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.242581 10583 net.cpp:165] Memory required for data: 7587904 | |
| I0330 00:58:46.242594 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_15 | |
| I0330 00:58:46.242609 10583 net.cpp:106] Creating Layer loss3/lstm_unit_15 | |
| I0330 00:58:46.242620 10583 net.cpp:454] loss3/lstm_unit_15 <- c_14 | |
| I0330 00:58:46.242632 10583 net.cpp:454] loss3/lstm_unit_15 <- gate_input_15 | |
| I0330 00:58:46.242645 10583 net.cpp:454] loss3/lstm_unit_15 <- cont_15_loss3/lstm_cont_slice_14_split_1 | |
| I0330 00:58:46.242665 10583 net.cpp:411] loss3/lstm_unit_15 -> c_15 | |
| I0330 00:58:46.242678 10583 net.cpp:411] loss3/lstm_unit_15 -> h_15 | |
| I0330 00:58:46.242751 10583 net.cpp:150] Setting up loss3/lstm_unit_15 | |
| I0330 00:58:46.242769 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.242781 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.242810 10583 net.cpp:165] Memory required for data: 7620672 | |
| I0330 00:58:46.242830 10583 layer_factory.hpp:77] Creating layer h_15_loss3/lstm_unit_15_1_split | |
| I0330 00:58:46.242842 10583 net.cpp:106] Creating Layer h_15_loss3/lstm_unit_15_1_split | |
| I0330 00:58:46.242853 10583 net.cpp:454] h_15_loss3/lstm_unit_15_1_split <- h_15 | |
| I0330 00:58:46.242868 10583 net.cpp:411] h_15_loss3/lstm_unit_15_1_split -> h_15_loss3/lstm_unit_15_1_split_0 | |
| I0330 00:58:46.242892 10583 net.cpp:411] h_15_loss3/lstm_unit_15_1_split -> h_15_loss3/lstm_unit_15_1_split_1 | |
| I0330 00:58:46.242946 10583 net.cpp:150] Setting up h_15_loss3/lstm_unit_15_1_split | |
| I0330 00:58:46.242964 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.242987 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.243000 10583 net.cpp:165] Memory required for data: 7653440 | |
| I0330 00:58:46.243010 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_15 | |
| I0330 00:58:46.243026 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_15 | |
| I0330 00:58:46.243039 10583 net.cpp:454] loss3/lstm_h_conted_15 <- h_15_loss3/lstm_unit_15_1_split_0 | |
| I0330 00:58:46.243054 10583 net.cpp:454] loss3/lstm_h_conted_15 <- cont_16_loss3/lstm_cont_slice_15_split_0 | |
| I0330 00:58:46.243068 10583 net.cpp:411] loss3/lstm_h_conted_15 -> h_conted_15 | |
| I0330 00:58:46.243162 10583 net.cpp:150] Setting up loss3/lstm_h_conted_15 | |
| I0330 00:58:46.243180 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.243191 10583 net.cpp:165] Memory required for data: 7669824 | |
| I0330 00:58:46.243201 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_16 | |
| I0330 00:58:46.243218 10583 net.cpp:106] Creating Layer loss3/lstm_transform_16 | |
| I0330 00:58:46.243229 10583 net.cpp:454] loss3/lstm_transform_16 <- h_conted_15 | |
| I0330 00:58:46.243243 10583 net.cpp:411] loss3/lstm_transform_16 -> W_hc_h_15 | |
| I0330 00:58:46.251473 10583 net.cpp:150] Setting up loss3/lstm_transform_16 | |
| I0330 00:58:46.251504 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.251516 10583 net.cpp:165] Memory required for data: 7735360 | |
| I0330 00:58:46.251528 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.251538 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_16 | |
| I0330 00:58:46.251555 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_16 | |
| I0330 00:58:46.251567 10583 net.cpp:454] loss3/lstm_gate_input_16 <- W_hc_h_15 | |
| I0330 00:58:46.251579 10583 net.cpp:454] loss3/lstm_gate_input_16 <- W_xc_x_16 | |
| I0330 00:58:46.251591 10583 net.cpp:454] loss3/lstm_gate_input_16 <- W_xc_x_static_loss3/lstm__0_split_15 | |
| I0330 00:58:46.251605 10583 net.cpp:411] loss3/lstm_gate_input_16 -> gate_input_16 | |
| I0330 00:58:46.251647 10583 net.cpp:150] Setting up loss3/lstm_gate_input_16 | |
| I0330 00:58:46.251665 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.251674 10583 net.cpp:165] Memory required for data: 7800896 | |
| I0330 00:58:46.251685 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_16 | |
| I0330 00:58:46.251701 10583 net.cpp:106] Creating Layer loss3/lstm_unit_16 | |
| I0330 00:58:46.251713 10583 net.cpp:454] loss3/lstm_unit_16 <- c_15 | |
| I0330 00:58:46.251724 10583 net.cpp:454] loss3/lstm_unit_16 <- gate_input_16 | |
| I0330 00:58:46.251736 10583 net.cpp:454] loss3/lstm_unit_16 <- cont_16_loss3/lstm_cont_slice_15_split_1 | |
| I0330 00:58:46.251749 10583 net.cpp:411] loss3/lstm_unit_16 -> c_16 | |
| I0330 00:58:46.251762 10583 net.cpp:411] loss3/lstm_unit_16 -> h_16 | |
| I0330 00:58:46.251829 10583 net.cpp:150] Setting up loss3/lstm_unit_16 | |
| I0330 00:58:46.251847 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.251859 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.251869 10583 net.cpp:165] Memory required for data: 7833664 | |
| I0330 00:58:46.251879 10583 layer_factory.hpp:77] Creating layer h_16_loss3/lstm_unit_16_1_split | |
| I0330 00:58:46.251891 10583 net.cpp:106] Creating Layer h_16_loss3/lstm_unit_16_1_split | |
| I0330 00:58:46.251902 10583 net.cpp:454] h_16_loss3/lstm_unit_16_1_split <- h_16 | |
| I0330 00:58:46.251917 10583 net.cpp:411] h_16_loss3/lstm_unit_16_1_split -> h_16_loss3/lstm_unit_16_1_split_0 | |
| I0330 00:58:46.251945 10583 net.cpp:411] h_16_loss3/lstm_unit_16_1_split -> h_16_loss3/lstm_unit_16_1_split_1 | |
| I0330 00:58:46.251998 10583 net.cpp:150] Setting up h_16_loss3/lstm_unit_16_1_split | |
| I0330 00:58:46.252015 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.252027 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.252037 10583 net.cpp:165] Memory required for data: 7866432 | |
| I0330 00:58:46.252046 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_16 | |
| I0330 00:58:46.252068 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_16 | |
| I0330 00:58:46.252079 10583 net.cpp:454] loss3/lstm_h_conted_16 <- h_16_loss3/lstm_unit_16_1_split_0 | |
| I0330 00:58:46.252091 10583 net.cpp:454] loss3/lstm_h_conted_16 <- cont_17_loss3/lstm_cont_slice_16_split_0 | |
| I0330 00:58:46.252105 10583 net.cpp:411] loss3/lstm_h_conted_16 -> h_conted_16 | |
| I0330 00:58:46.252207 10583 net.cpp:150] Setting up loss3/lstm_h_conted_16 | |
| I0330 00:58:46.252224 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.252234 10583 net.cpp:165] Memory required for data: 7882816 | |
| I0330 00:58:46.252244 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_17 | |
| I0330 00:58:46.252261 10583 net.cpp:106] Creating Layer loss3/lstm_transform_17 | |
| I0330 00:58:46.252274 10583 net.cpp:454] loss3/lstm_transform_17 <- h_conted_16 | |
| I0330 00:58:46.252286 10583 net.cpp:411] loss3/lstm_transform_17 -> W_hc_h_16 | |
| I0330 00:58:46.260529 10583 net.cpp:150] Setting up loss3/lstm_transform_17 | |
| I0330 00:58:46.260560 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.260572 10583 net.cpp:165] Memory required for data: 7948352 | |
| I0330 00:58:46.260586 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.260598 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_17 | |
| I0330 00:58:46.260614 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_17 | |
| I0330 00:58:46.260627 10583 net.cpp:454] loss3/lstm_gate_input_17 <- W_hc_h_16 | |
| I0330 00:58:46.260639 10583 net.cpp:454] loss3/lstm_gate_input_17 <- W_xc_x_17 | |
| I0330 00:58:46.260651 10583 net.cpp:454] loss3/lstm_gate_input_17 <- W_xc_x_static_loss3/lstm__0_split_16 | |
| I0330 00:58:46.260664 10583 net.cpp:411] loss3/lstm_gate_input_17 -> gate_input_17 | |
| I0330 00:58:46.260710 10583 net.cpp:150] Setting up loss3/lstm_gate_input_17 | |
| I0330 00:58:46.260726 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.260736 10583 net.cpp:165] Memory required for data: 8013888 | |
| I0330 00:58:46.260746 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_17 | |
| I0330 00:58:46.260768 10583 net.cpp:106] Creating Layer loss3/lstm_unit_17 | |
| I0330 00:58:46.260779 10583 net.cpp:454] loss3/lstm_unit_17 <- c_16 | |
| I0330 00:58:46.260792 10583 net.cpp:454] loss3/lstm_unit_17 <- gate_input_17 | |
| I0330 00:58:46.260803 10583 net.cpp:454] loss3/lstm_unit_17 <- cont_17_loss3/lstm_cont_slice_16_split_1 | |
| I0330 00:58:46.260818 10583 net.cpp:411] loss3/lstm_unit_17 -> c_17 | |
| I0330 00:58:46.260833 10583 net.cpp:411] loss3/lstm_unit_17 -> h_17 | |
| I0330 00:58:46.260900 10583 net.cpp:150] Setting up loss3/lstm_unit_17 | |
| I0330 00:58:46.260922 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.260936 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.260946 10583 net.cpp:165] Memory required for data: 8046656 | |
| I0330 00:58:46.260957 10583 layer_factory.hpp:77] Creating layer h_17_loss3/lstm_unit_17_1_split | |
| I0330 00:58:46.260968 10583 net.cpp:106] Creating Layer h_17_loss3/lstm_unit_17_1_split | |
| I0330 00:58:46.260979 10583 net.cpp:454] h_17_loss3/lstm_unit_17_1_split <- h_17 | |
| I0330 00:58:46.260996 10583 net.cpp:411] h_17_loss3/lstm_unit_17_1_split -> h_17_loss3/lstm_unit_17_1_split_0 | |
| I0330 00:58:46.261013 10583 net.cpp:411] h_17_loss3/lstm_unit_17_1_split -> h_17_loss3/lstm_unit_17_1_split_1 | |
| I0330 00:58:46.261065 10583 net.cpp:150] Setting up h_17_loss3/lstm_unit_17_1_split | |
| I0330 00:58:46.261081 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.261093 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.261102 10583 net.cpp:165] Memory required for data: 8079424 | |
| I0330 00:58:46.261127 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_17 | |
| I0330 00:58:46.261144 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_17 | |
| I0330 00:58:46.261157 10583 net.cpp:454] loss3/lstm_h_conted_17 <- h_17_loss3/lstm_unit_17_1_split_0 | |
| I0330 00:58:46.261170 10583 net.cpp:454] loss3/lstm_h_conted_17 <- cont_18_loss3/lstm_cont_slice_17_split_0 | |
| I0330 00:58:46.261183 10583 net.cpp:411] loss3/lstm_h_conted_17 -> h_conted_17 | |
| I0330 00:58:46.261275 10583 net.cpp:150] Setting up loss3/lstm_h_conted_17 | |
| I0330 00:58:46.261293 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.261304 10583 net.cpp:165] Memory required for data: 8095808 | |
| I0330 00:58:46.261315 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_18 | |
| I0330 00:58:46.261332 10583 net.cpp:106] Creating Layer loss3/lstm_transform_18 | |
| I0330 00:58:46.261344 10583 net.cpp:454] loss3/lstm_transform_18 <- h_conted_17 | |
| I0330 00:58:46.261358 10583 net.cpp:411] loss3/lstm_transform_18 -> W_hc_h_17 | |
| I0330 00:58:46.269605 10583 net.cpp:150] Setting up loss3/lstm_transform_18 | |
| I0330 00:58:46.269639 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.269650 10583 net.cpp:165] Memory required for data: 8161344 | |
| I0330 00:58:46.269661 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.269672 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_18 | |
| I0330 00:58:46.269690 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_18 | |
| I0330 00:58:46.269701 10583 net.cpp:454] loss3/lstm_gate_input_18 <- W_hc_h_17 | |
| I0330 00:58:46.269714 10583 net.cpp:454] loss3/lstm_gate_input_18 <- W_xc_x_18 | |
| I0330 00:58:46.269726 10583 net.cpp:454] loss3/lstm_gate_input_18 <- W_xc_x_static_loss3/lstm__0_split_17 | |
| I0330 00:58:46.269742 10583 net.cpp:411] loss3/lstm_gate_input_18 -> gate_input_18 | |
| I0330 00:58:46.269790 10583 net.cpp:150] Setting up loss3/lstm_gate_input_18 | |
| I0330 00:58:46.269807 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.269817 10583 net.cpp:165] Memory required for data: 8226880 | |
| I0330 00:58:46.269836 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_18 | |
| I0330 00:58:46.269850 10583 net.cpp:106] Creating Layer loss3/lstm_unit_18 | |
| I0330 00:58:46.269860 10583 net.cpp:454] loss3/lstm_unit_18 <- c_17 | |
| I0330 00:58:46.269872 10583 net.cpp:454] loss3/lstm_unit_18 <- gate_input_18 | |
| I0330 00:58:46.269886 10583 net.cpp:454] loss3/lstm_unit_18 <- cont_18_loss3/lstm_cont_slice_17_split_1 | |
| I0330 00:58:46.269901 10583 net.cpp:411] loss3/lstm_unit_18 -> c_18 | |
| I0330 00:58:46.269915 10583 net.cpp:411] loss3/lstm_unit_18 -> h_18 | |
| I0330 00:58:46.269987 10583 net.cpp:150] Setting up loss3/lstm_unit_18 | |
| I0330 00:58:46.270005 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.270017 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.270026 10583 net.cpp:165] Memory required for data: 8259648 | |
| I0330 00:58:46.270036 10583 layer_factory.hpp:77] Creating layer h_18_loss3/lstm_unit_18_1_split | |
| I0330 00:58:46.270051 10583 net.cpp:106] Creating Layer h_18_loss3/lstm_unit_18_1_split | |
| I0330 00:58:46.270062 10583 net.cpp:454] h_18_loss3/lstm_unit_18_1_split <- h_18 | |
| I0330 00:58:46.270076 10583 net.cpp:411] h_18_loss3/lstm_unit_18_1_split -> h_18_loss3/lstm_unit_18_1_split_0 | |
| I0330 00:58:46.270088 10583 net.cpp:411] h_18_loss3/lstm_unit_18_1_split -> h_18_loss3/lstm_unit_18_1_split_1 | |
| I0330 00:58:46.270143 10583 net.cpp:150] Setting up h_18_loss3/lstm_unit_18_1_split | |
| I0330 00:58:46.270160 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.270172 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.270181 10583 net.cpp:165] Memory required for data: 8292416 | |
| I0330 00:58:46.270192 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_18 | |
| I0330 00:58:46.270207 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_18 | |
| I0330 00:58:46.270220 10583 net.cpp:454] loss3/lstm_h_conted_18 <- h_18_loss3/lstm_unit_18_1_split_0 | |
| I0330 00:58:46.270232 10583 net.cpp:454] loss3/lstm_h_conted_18 <- cont_19_loss3/lstm_cont_slice_18_split_0 | |
| I0330 00:58:46.270246 10583 net.cpp:411] loss3/lstm_h_conted_18 -> h_conted_18 | |
| I0330 00:58:46.270370 10583 net.cpp:150] Setting up loss3/lstm_h_conted_18 | |
| I0330 00:58:46.270388 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.270398 10583 net.cpp:165] Memory required for data: 8308800 | |
| I0330 00:58:46.270408 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_19 | |
| I0330 00:58:46.270426 10583 net.cpp:106] Creating Layer loss3/lstm_transform_19 | |
| I0330 00:58:46.270437 10583 net.cpp:454] loss3/lstm_transform_19 <- h_conted_18 | |
| I0330 00:58:46.270452 10583 net.cpp:411] loss3/lstm_transform_19 -> W_hc_h_18 | |
| I0330 00:58:46.278695 10583 net.cpp:150] Setting up loss3/lstm_transform_19 | |
| I0330 00:58:46.278726 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.278739 10583 net.cpp:165] Memory required for data: 8374336 | |
| I0330 00:58:46.278754 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.278765 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_19 | |
| I0330 00:58:46.278779 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_19 | |
| I0330 00:58:46.278790 10583 net.cpp:454] loss3/lstm_gate_input_19 <- W_hc_h_18 | |
| I0330 00:58:46.278802 10583 net.cpp:454] loss3/lstm_gate_input_19 <- W_xc_x_19 | |
| I0330 00:58:46.278825 10583 net.cpp:454] loss3/lstm_gate_input_19 <- W_xc_x_static_loss3/lstm__0_split_18 | |
| I0330 00:58:46.278841 10583 net.cpp:411] loss3/lstm_gate_input_19 -> gate_input_19 | |
| I0330 00:58:46.278892 10583 net.cpp:150] Setting up loss3/lstm_gate_input_19 | |
| I0330 00:58:46.278908 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.278918 10583 net.cpp:165] Memory required for data: 8439872 | |
| I0330 00:58:46.278929 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_19 | |
| I0330 00:58:46.278942 10583 net.cpp:106] Creating Layer loss3/lstm_unit_19 | |
| I0330 00:58:46.278952 10583 net.cpp:454] loss3/lstm_unit_19 <- c_18 | |
| I0330 00:58:46.278965 10583 net.cpp:454] loss3/lstm_unit_19 <- gate_input_19 | |
| I0330 00:58:46.278993 10583 net.cpp:454] loss3/lstm_unit_19 <- cont_19_loss3/lstm_cont_slice_18_split_1 | |
| I0330 00:58:46.279012 10583 net.cpp:411] loss3/lstm_unit_19 -> c_19 | |
| I0330 00:58:46.279028 10583 net.cpp:411] loss3/lstm_unit_19 -> h_19 | |
| I0330 00:58:46.279098 10583 net.cpp:150] Setting up loss3/lstm_unit_19 | |
| I0330 00:58:46.279115 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.279126 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.279136 10583 net.cpp:165] Memory required for data: 8472640 | |
| I0330 00:58:46.279146 10583 layer_factory.hpp:77] Creating layer h_19_loss3/lstm_unit_19_1_split | |
| I0330 00:58:46.279160 10583 net.cpp:106] Creating Layer h_19_loss3/lstm_unit_19_1_split | |
| I0330 00:58:46.279170 10583 net.cpp:454] h_19_loss3/lstm_unit_19_1_split <- h_19 | |
| I0330 00:58:46.279182 10583 net.cpp:411] h_19_loss3/lstm_unit_19_1_split -> h_19_loss3/lstm_unit_19_1_split_0 | |
| I0330 00:58:46.279196 10583 net.cpp:411] h_19_loss3/lstm_unit_19_1_split -> h_19_loss3/lstm_unit_19_1_split_1 | |
| I0330 00:58:46.279250 10583 net.cpp:150] Setting up h_19_loss3/lstm_unit_19_1_split | |
| I0330 00:58:46.279268 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.279278 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.279289 10583 net.cpp:165] Memory required for data: 8505408 | |
| I0330 00:58:46.279299 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_19 | |
| I0330 00:58:46.279311 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_19 | |
| I0330 00:58:46.279323 10583 net.cpp:454] loss3/lstm_h_conted_19 <- h_19_loss3/lstm_unit_19_1_split_0 | |
| I0330 00:58:46.279336 10583 net.cpp:454] loss3/lstm_h_conted_19 <- cont_20_loss3/lstm_cont_slice_19_split_0 | |
| I0330 00:58:46.279352 10583 net.cpp:411] loss3/lstm_h_conted_19 -> h_conted_19 | |
| I0330 00:58:46.279445 10583 net.cpp:150] Setting up loss3/lstm_h_conted_19 | |
| I0330 00:58:46.279464 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.279474 10583 net.cpp:165] Memory required for data: 8521792 | |
| I0330 00:58:46.279484 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_20 | |
| I0330 00:58:46.279497 10583 net.cpp:106] Creating Layer loss3/lstm_transform_20 | |
| I0330 00:58:46.279525 10583 net.cpp:454] loss3/lstm_transform_20 <- h_conted_19 | |
| I0330 00:58:46.279542 10583 net.cpp:411] loss3/lstm_transform_20 -> W_hc_h_19 | |
| I0330 00:58:46.287955 10583 net.cpp:150] Setting up loss3/lstm_transform_20 | |
| I0330 00:58:46.288020 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.288040 10583 net.cpp:165] Memory required for data: 8587328 | |
| I0330 00:58:46.288056 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.288069 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_20 | |
| I0330 00:58:46.288097 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_20 | |
| I0330 00:58:46.288110 10583 net.cpp:454] loss3/lstm_gate_input_20 <- W_hc_h_19 | |
| I0330 00:58:46.288125 10583 net.cpp:454] loss3/lstm_gate_input_20 <- W_xc_x_20 | |
| I0330 00:58:46.288138 10583 net.cpp:454] loss3/lstm_gate_input_20 <- W_xc_x_static_loss3/lstm__0_split_19 | |
| I0330 00:58:46.288156 10583 net.cpp:411] loss3/lstm_gate_input_20 -> gate_input_20 | |
| I0330 00:58:46.288216 10583 net.cpp:150] Setting up loss3/lstm_gate_input_20 | |
| I0330 00:58:46.288235 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.288245 10583 net.cpp:165] Memory required for data: 8652864 | |
| I0330 00:58:46.288256 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_20 | |
| I0330 00:58:46.288270 10583 net.cpp:106] Creating Layer loss3/lstm_unit_20 | |
| I0330 00:58:46.288290 10583 net.cpp:454] loss3/lstm_unit_20 <- c_19 | |
| I0330 00:58:46.288303 10583 net.cpp:454] loss3/lstm_unit_20 <- gate_input_20 | |
| I0330 00:58:46.288316 10583 net.cpp:454] loss3/lstm_unit_20 <- cont_20_loss3/lstm_cont_slice_19_split_1 | |
| I0330 00:58:46.288328 10583 net.cpp:411] loss3/lstm_unit_20 -> c_20 | |
| I0330 00:58:46.288354 10583 net.cpp:411] loss3/lstm_unit_20 -> h_20 | |
| I0330 00:58:46.288427 10583 net.cpp:150] Setting up loss3/lstm_unit_20 | |
| I0330 00:58:46.288445 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.288456 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.288466 10583 net.cpp:165] Memory required for data: 8685632 | |
| I0330 00:58:46.288477 10583 layer_factory.hpp:77] Creating layer h_20_loss3/lstm_unit_20_1_split | |
| I0330 00:58:46.288491 10583 net.cpp:106] Creating Layer h_20_loss3/lstm_unit_20_1_split | |
| I0330 00:58:46.288501 10583 net.cpp:454] h_20_loss3/lstm_unit_20_1_split <- h_20 | |
| I0330 00:58:46.288516 10583 net.cpp:411] h_20_loss3/lstm_unit_20_1_split -> h_20_loss3/lstm_unit_20_1_split_0 | |
| I0330 00:58:46.288568 10583 net.cpp:411] h_20_loss3/lstm_unit_20_1_split -> h_20_loss3/lstm_unit_20_1_split_1 | |
| I0330 00:58:46.288640 10583 net.cpp:150] Setting up h_20_loss3/lstm_unit_20_1_split | |
| I0330 00:58:46.288657 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.288669 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.288679 10583 net.cpp:165] Memory required for data: 8718400 | |
| I0330 00:58:46.288689 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_20 | |
| I0330 00:58:46.288724 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_20 | |
| I0330 00:58:46.288738 10583 net.cpp:454] loss3/lstm_h_conted_20 <- h_20_loss3/lstm_unit_20_1_split_0 | |
| I0330 00:58:46.288750 10583 net.cpp:454] loss3/lstm_h_conted_20 <- cont_21_loss3/lstm_cont_slice_20_split_0 | |
| I0330 00:58:46.288764 10583 net.cpp:411] loss3/lstm_h_conted_20 -> h_conted_20 | |
| I0330 00:58:46.288887 10583 net.cpp:150] Setting up loss3/lstm_h_conted_20 | |
| I0330 00:58:46.288905 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.288915 10583 net.cpp:165] Memory required for data: 8734784 | |
| I0330 00:58:46.288928 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_21 | |
| I0330 00:58:46.288944 10583 net.cpp:106] Creating Layer loss3/lstm_transform_21 | |
| I0330 00:58:46.288956 10583 net.cpp:454] loss3/lstm_transform_21 <- h_conted_20 | |
| I0330 00:58:46.288974 10583 net.cpp:411] loss3/lstm_transform_21 -> W_hc_h_20 | |
| I0330 00:58:46.297477 10583 net.cpp:150] Setting up loss3/lstm_transform_21 | |
| I0330 00:58:46.297547 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.297560 10583 net.cpp:165] Memory required for data: 8800320 | |
| I0330 00:58:46.297611 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.297627 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_21 | |
| I0330 00:58:46.297651 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_21 | |
| I0330 00:58:46.297667 10583 net.cpp:454] loss3/lstm_gate_input_21 <- W_hc_h_20 | |
| I0330 00:58:46.297683 10583 net.cpp:454] loss3/lstm_gate_input_21 <- W_xc_x_21 | |
| I0330 00:58:46.297698 10583 net.cpp:454] loss3/lstm_gate_input_21 <- W_xc_x_static_loss3/lstm__0_split_20 | |
| I0330 00:58:46.297713 10583 net.cpp:411] loss3/lstm_gate_input_21 -> gate_input_21 | |
| I0330 00:58:46.297772 10583 net.cpp:150] Setting up loss3/lstm_gate_input_21 | |
| I0330 00:58:46.297791 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.297801 10583 net.cpp:165] Memory required for data: 8865856 | |
| I0330 00:58:46.297811 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_21 | |
| I0330 00:58:46.297827 10583 net.cpp:106] Creating Layer loss3/lstm_unit_21 | |
| I0330 00:58:46.297837 10583 net.cpp:454] loss3/lstm_unit_21 <- c_20 | |
| I0330 00:58:46.297850 10583 net.cpp:454] loss3/lstm_unit_21 <- gate_input_21 | |
| I0330 00:58:46.297863 10583 net.cpp:454] loss3/lstm_unit_21 <- cont_21_loss3/lstm_cont_slice_20_split_1 | |
| I0330 00:58:46.297879 10583 net.cpp:411] loss3/lstm_unit_21 -> c_21 | |
| I0330 00:58:46.297894 10583 net.cpp:411] loss3/lstm_unit_21 -> h_21 | |
| I0330 00:58:46.297968 10583 net.cpp:150] Setting up loss3/lstm_unit_21 | |
| I0330 00:58:46.297987 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.297999 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.298009 10583 net.cpp:165] Memory required for data: 8898624 | |
| I0330 00:58:46.298019 10583 layer_factory.hpp:77] Creating layer h_21_loss3/lstm_unit_21_1_split | |
| I0330 00:58:46.298033 10583 net.cpp:106] Creating Layer h_21_loss3/lstm_unit_21_1_split | |
| I0330 00:58:46.298044 10583 net.cpp:454] h_21_loss3/lstm_unit_21_1_split <- h_21 | |
| I0330 00:58:46.298058 10583 net.cpp:411] h_21_loss3/lstm_unit_21_1_split -> h_21_loss3/lstm_unit_21_1_split_0 | |
| I0330 00:58:46.298080 10583 net.cpp:411] h_21_loss3/lstm_unit_21_1_split -> h_21_loss3/lstm_unit_21_1_split_1 | |
| I0330 00:58:46.298147 10583 net.cpp:150] Setting up h_21_loss3/lstm_unit_21_1_split | |
| I0330 00:58:46.298166 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.298177 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.298187 10583 net.cpp:165] Memory required for data: 8931392 | |
| I0330 00:58:46.298197 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_conted_21 | |
| I0330 00:58:46.298214 10583 net.cpp:106] Creating Layer loss3/lstm_h_conted_21 | |
| I0330 00:58:46.298226 10583 net.cpp:454] loss3/lstm_h_conted_21 <- h_21_loss3/lstm_unit_21_1_split_0 | |
| I0330 00:58:46.298239 10583 net.cpp:454] loss3/lstm_h_conted_21 <- cont_22_loss3/lstm_cont_slice_21_split_0 | |
| I0330 00:58:46.298254 10583 net.cpp:411] loss3/lstm_h_conted_21 -> h_conted_21 | |
| I0330 00:58:46.298382 10583 net.cpp:150] Setting up loss3/lstm_h_conted_21 | |
| I0330 00:58:46.298401 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.298411 10583 net.cpp:165] Memory required for data: 8947776 | |
| I0330 00:58:46.298423 10583 layer_factory.hpp:77] Creating layer loss3/lstm_transform_22 | |
| I0330 00:58:46.298444 10583 net.cpp:106] Creating Layer loss3/lstm_transform_22 | |
| I0330 00:58:46.298457 10583 net.cpp:454] loss3/lstm_transform_22 <- h_conted_21 | |
| I0330 00:58:46.298471 10583 net.cpp:411] loss3/lstm_transform_22 -> W_hc_h_21 | |
| I0330 00:58:46.307270 10583 net.cpp:150] Setting up loss3/lstm_transform_22 | |
| I0330 00:58:46.307345 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.307358 10583 net.cpp:165] Memory required for data: 9013312 | |
| I0330 00:58:46.307374 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss3/lstm_transform_1', param index 0 | |
| I0330 00:58:46.307389 10583 layer_factory.hpp:77] Creating layer loss3/lstm_gate_input_22 | |
| I0330 00:58:46.307409 10583 net.cpp:106] Creating Layer loss3/lstm_gate_input_22 | |
| I0330 00:58:46.307422 10583 net.cpp:454] loss3/lstm_gate_input_22 <- W_hc_h_21 | |
| I0330 00:58:46.307440 10583 net.cpp:454] loss3/lstm_gate_input_22 <- W_xc_x_22 | |
| I0330 00:58:46.307487 10583 net.cpp:454] loss3/lstm_gate_input_22 <- W_xc_x_static_loss3/lstm__0_split_21 | |
| I0330 00:58:46.307503 10583 net.cpp:411] loss3/lstm_gate_input_22 -> gate_input_22 | |
| I0330 00:58:46.307562 10583 net.cpp:150] Setting up loss3/lstm_gate_input_22 | |
| I0330 00:58:46.307580 10583 net.cpp:157] Top shape: 1 8 2048 (16384) | |
| I0330 00:58:46.307590 10583 net.cpp:165] Memory required for data: 9078848 | |
| I0330 00:58:46.307601 10583 layer_factory.hpp:77] Creating layer loss3/lstm_unit_22 | |
| I0330 00:58:46.307615 10583 net.cpp:106] Creating Layer loss3/lstm_unit_22 | |
| I0330 00:58:46.307627 10583 net.cpp:454] loss3/lstm_unit_22 <- c_21 | |
| I0330 00:58:46.307639 10583 net.cpp:454] loss3/lstm_unit_22 <- gate_input_22 | |
| I0330 00:58:46.307651 10583 net.cpp:454] loss3/lstm_unit_22 <- cont_22_loss3/lstm_cont_slice_21_split_1 | |
| I0330 00:58:46.307674 10583 net.cpp:411] loss3/lstm_unit_22 -> c_22 | |
| I0330 00:58:46.307693 10583 net.cpp:411] loss3/lstm_unit_22 -> h_22 | |
| I0330 00:58:46.307775 10583 net.cpp:150] Setting up loss3/lstm_unit_22 | |
| I0330 00:58:46.307792 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.307804 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.307816 10583 net.cpp:165] Memory required for data: 9111616 | |
| I0330 00:58:46.307826 10583 layer_factory.hpp:77] Creating layer loss3/lstm_ | |
| I0330 00:58:46.307839 10583 net.cpp:106] Creating Layer loss3/lstm_ | |
| I0330 00:58:46.307849 10583 net.cpp:454] loss3/lstm_ <- c_22 | |
| I0330 00:58:46.307863 10583 net.cpp:411] loss3/lstm_ -> c_T | |
| I0330 00:58:46.307909 10583 net.cpp:150] Setting up loss3/lstm_ | |
| I0330 00:58:46.307926 10583 net.cpp:157] Top shape: 1 8 512 (4096) | |
| I0330 00:58:46.307936 10583 net.cpp:165] Memory required for data: 9128000 | |
| I0330 00:58:46.307946 10583 layer_factory.hpp:77] Creating layer loss3/lstm_h_concat | |
| I0330 00:58:46.307963 10583 net.cpp:106] Creating Layer loss3/lstm_h_concat | |
| I0330 00:58:46.307974 10583 net.cpp:454] loss3/lstm_h_concat <- h_1_loss3/lstm_unit_1_1_split_1 | |
| I0330 00:58:46.307987 10583 net.cpp:454] loss3/lstm_h_concat <- h_2_loss3/lstm_unit_2_1_split_1 | |
| I0330 00:58:46.308001 10583 net.cpp:454] loss3/lstm_h_concat <- h_3_loss3/lstm_unit_3_1_split_1 | |
| I0330 00:58:46.308012 10583 net.cpp:454] loss3/lstm_h_concat <- h_4_loss3/lstm_unit_4_1_split_1 | |
| I0330 00:58:46.308023 10583 net.cpp:454] loss3/lstm_h_concat <- h_5_loss3/lstm_unit_5_1_split_1 | |
| I0330 00:58:46.308035 10583 net.cpp:454] loss3/lstm_h_concat <- h_6_loss3/lstm_unit_6_1_split_1 | |
| I0330 00:58:46.308048 10583 net.cpp:454] loss3/lstm_h_concat <- h_7_loss3/lstm_unit_7_1_split_1 | |
| I0330 00:58:46.308058 10583 net.cpp:454] loss3/lstm_h_concat <- h_8_loss3/lstm_unit_8_1_split_1 | |
| I0330 00:58:46.308069 10583 net.cpp:454] loss3/lstm_h_concat <- h_9_loss3/lstm_unit_9_1_split_1 | |
| I0330 00:58:46.308081 10583 net.cpp:454] loss3/lstm_h_concat <- h_10_loss3/lstm_unit_10_1_split_1 | |
| I0330 00:58:46.308092 10583 net.cpp:454] loss3/lstm_h_concat <- h_11_loss3/lstm_unit_11_1_split_1 | |
| I0330 00:58:46.308104 10583 net.cpp:454] loss3/lstm_h_concat <- h_12_loss3/lstm_unit_12_1_split_1 | |
| I0330 00:58:46.308115 10583 net.cpp:454] loss3/lstm_h_concat <- h_13_loss3/lstm_unit_13_1_split_1 | |
| I0330 00:58:46.308126 10583 net.cpp:454] loss3/lstm_h_concat <- h_14_loss3/lstm_unit_14_1_split_1 | |
| I0330 00:58:46.308137 10583 net.cpp:454] loss3/lstm_h_concat <- h_15_loss3/lstm_unit_15_1_split_1 | |
| I0330 00:58:46.308148 10583 net.cpp:454] loss3/lstm_h_concat <- h_16_loss3/lstm_unit_16_1_split_1 | |
| I0330 00:58:46.308159 10583 net.cpp:454] loss3/lstm_h_concat <- h_17_loss3/lstm_unit_17_1_split_1 | |
| I0330 00:58:46.308171 10583 net.cpp:454] loss3/lstm_h_concat <- h_18_loss3/lstm_unit_18_1_split_1 | |
| I0330 00:58:46.308185 10583 net.cpp:454] loss3/lstm_h_concat <- h_19_loss3/lstm_unit_19_1_split_1 | |
| I0330 00:58:46.308197 10583 net.cpp:454] loss3/lstm_h_concat <- h_20_loss3/lstm_unit_20_1_split_1 | |
| I0330 00:58:46.308207 10583 net.cpp:454] loss3/lstm_h_concat <- h_21_loss3/lstm_unit_21_1_split_1 | |
| I0330 00:58:46.308218 10583 net.cpp:454] loss3/lstm_h_concat <- h_22 | |
| I0330 00:58:46.308231 10583 net.cpp:411] loss3/lstm_h_concat -> h | |
| I0330 00:58:46.308280 10583 net.cpp:150] Setting up loss3/lstm_h_concat | |
| I0330 00:58:46.308308 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:46.308320 10583 net.cpp:165] Memory required for data: 9488448 | |
| I0330 00:58:46.308333 10583 net.cpp:228] loss3/lstm_h_concat does not need backward computation. | |
| I0330 00:58:46.308348 10583 net.cpp:228] loss3/lstm_ does not need backward computation. | |
| I0330 00:58:46.308359 10583 net.cpp:228] loss3/lstm_unit_22 does not need backward computation. | |
| I0330 00:58:46.308370 10583 net.cpp:228] loss3/lstm_gate_input_22 does not need backward computation. | |
| I0330 00:58:46.308390 10583 net.cpp:228] loss3/lstm_transform_22 does not need backward computation. | |
| I0330 00:58:46.308400 10583 net.cpp:228] loss3/lstm_h_conted_21 does not need backward computation. | |
| I0330 00:58:46.308413 10583 net.cpp:228] h_21_loss3/lstm_unit_21_1_split does not need backward computation. | |
| I0330 00:58:46.308423 10583 net.cpp:228] loss3/lstm_unit_21 does not need backward computation. | |
| I0330 00:58:46.308431 10583 net.cpp:228] loss3/lstm_gate_input_21 does not need backward computation. | |
| I0330 00:58:46.308444 10583 net.cpp:228] loss3/lstm_transform_21 does not need backward computation. | |
| I0330 00:58:46.308454 10583 net.cpp:228] loss3/lstm_h_conted_20 does not need backward computation. | |
| I0330 00:58:46.308465 10583 net.cpp:228] h_20_loss3/lstm_unit_20_1_split does not need backward computation. | |
| I0330 00:58:46.308476 10583 net.cpp:228] loss3/lstm_unit_20 does not need backward computation. | |
| I0330 00:58:46.308488 10583 net.cpp:228] loss3/lstm_gate_input_20 does not need backward computation. | |
| I0330 00:58:46.308500 10583 net.cpp:228] loss3/lstm_transform_20 does not need backward computation. | |
| I0330 00:58:46.308511 10583 net.cpp:228] loss3/lstm_h_conted_19 does not need backward computation. | |
| I0330 00:58:46.308521 10583 net.cpp:228] h_19_loss3/lstm_unit_19_1_split does not need backward computation. | |
| I0330 00:58:46.308532 10583 net.cpp:228] loss3/lstm_unit_19 does not need backward computation. | |
| I0330 00:58:46.308544 10583 net.cpp:228] loss3/lstm_gate_input_19 does not need backward computation. | |
| I0330 00:58:46.308557 10583 net.cpp:228] loss3/lstm_transform_19 does not need backward computation. | |
| I0330 00:58:46.308567 10583 net.cpp:228] loss3/lstm_h_conted_18 does not need backward computation. | |
| I0330 00:58:46.308578 10583 net.cpp:228] h_18_loss3/lstm_unit_18_1_split does not need backward computation. | |
| I0330 00:58:46.308588 10583 net.cpp:228] loss3/lstm_unit_18 does not need backward computation. | |
| I0330 00:58:46.308599 10583 net.cpp:228] loss3/lstm_gate_input_18 does not need backward computation. | |
| I0330 00:58:46.308611 10583 net.cpp:228] loss3/lstm_transform_18 does not need backward computation. | |
| I0330 00:58:46.308621 10583 net.cpp:228] loss3/lstm_h_conted_17 does not need backward computation. | |
| I0330 00:58:46.308632 10583 net.cpp:228] h_17_loss3/lstm_unit_17_1_split does not need backward computation. | |
| I0330 00:58:46.308645 10583 net.cpp:228] loss3/lstm_unit_17 does not need backward computation. | |
| I0330 00:58:46.308655 10583 net.cpp:228] loss3/lstm_gate_input_17 does not need backward computation. | |
| I0330 00:58:46.308667 10583 net.cpp:228] loss3/lstm_transform_17 does not need backward computation. | |
| I0330 00:58:46.308678 10583 net.cpp:228] loss3/lstm_h_conted_16 does not need backward computation. | |
| I0330 00:58:46.308689 10583 net.cpp:228] h_16_loss3/lstm_unit_16_1_split does not need backward computation. | |
| I0330 00:58:46.308701 10583 net.cpp:228] loss3/lstm_unit_16 does not need backward computation. | |
| I0330 00:58:46.308712 10583 net.cpp:228] loss3/lstm_gate_input_16 does not need backward computation. | |
| I0330 00:58:46.308725 10583 net.cpp:228] loss3/lstm_transform_16 does not need backward computation. | |
| I0330 00:58:46.308737 10583 net.cpp:228] loss3/lstm_h_conted_15 does not need backward computation. | |
| I0330 00:58:46.308748 10583 net.cpp:228] h_15_loss3/lstm_unit_15_1_split does not need backward computation. | |
| I0330 00:58:46.308758 10583 net.cpp:228] loss3/lstm_unit_15 does not need backward computation. | |
| I0330 00:58:46.308769 10583 net.cpp:228] loss3/lstm_gate_input_15 does not need backward computation. | |
| I0330 00:58:46.308789 10583 net.cpp:228] loss3/lstm_transform_15 does not need backward computation. | |
| I0330 00:58:46.308801 10583 net.cpp:228] loss3/lstm_h_conted_14 does not need backward computation. | |
| I0330 00:58:46.308812 10583 net.cpp:228] h_14_loss3/lstm_unit_14_1_split does not need backward computation. | |
| I0330 00:58:46.308822 10583 net.cpp:228] loss3/lstm_unit_14 does not need backward computation. | |
| I0330 00:58:46.308835 10583 net.cpp:228] loss3/lstm_gate_input_14 does not need backward computation. | |
| I0330 00:58:46.308845 10583 net.cpp:228] loss3/lstm_transform_14 does not need backward computation. | |
| I0330 00:58:46.308856 10583 net.cpp:228] loss3/lstm_h_conted_13 does not need backward computation. | |
| I0330 00:58:46.308866 10583 net.cpp:228] h_13_loss3/lstm_unit_13_1_split does not need backward computation. | |
| I0330 00:58:46.308877 10583 net.cpp:228] loss3/lstm_unit_13 does not need backward computation. | |
| I0330 00:58:46.308888 10583 net.cpp:228] loss3/lstm_gate_input_13 does not need backward computation. | |
| I0330 00:58:46.308899 10583 net.cpp:228] loss3/lstm_transform_13 does not need backward computation. | |
| I0330 00:58:46.308910 10583 net.cpp:228] loss3/lstm_h_conted_12 does not need backward computation. | |
| I0330 00:58:46.308923 10583 net.cpp:228] h_12_loss3/lstm_unit_12_1_split does not need backward computation. | |
| I0330 00:58:46.308933 10583 net.cpp:228] loss3/lstm_unit_12 does not need backward computation. | |
| I0330 00:58:46.308944 10583 net.cpp:228] loss3/lstm_gate_input_12 does not need backward computation. | |
| I0330 00:58:46.308959 10583 net.cpp:228] loss3/lstm_transform_12 does not need backward computation. | |
| I0330 00:58:46.308969 10583 net.cpp:228] loss3/lstm_h_conted_11 does not need backward computation. | |
| I0330 00:58:46.308980 10583 net.cpp:228] h_11_loss3/lstm_unit_11_1_split does not need backward computation. | |
| I0330 00:58:46.308990 10583 net.cpp:228] loss3/lstm_unit_11 does not need backward computation. | |
| I0330 00:58:46.309002 10583 net.cpp:228] loss3/lstm_gate_input_11 does not need backward computation. | |
| I0330 00:58:46.309013 10583 net.cpp:228] loss3/lstm_transform_11 does not need backward computation. | |
| I0330 00:58:46.309025 10583 net.cpp:228] loss3/lstm_h_conted_10 does not need backward computation. | |
| I0330 00:58:46.309036 10583 net.cpp:228] h_10_loss3/lstm_unit_10_1_split does not need backward computation. | |
| I0330 00:58:46.309046 10583 net.cpp:228] loss3/lstm_unit_10 does not need backward computation. | |
| I0330 00:58:46.309058 10583 net.cpp:228] loss3/lstm_gate_input_10 does not need backward computation. | |
| I0330 00:58:46.309070 10583 net.cpp:228] loss3/lstm_transform_10 does not need backward computation. | |
| I0330 00:58:46.309080 10583 net.cpp:228] loss3/lstm_h_conted_9 does not need backward computation. | |
| I0330 00:58:46.309092 10583 net.cpp:228] h_9_loss3/lstm_unit_9_1_split does not need backward computation. | |
| I0330 00:58:46.309103 10583 net.cpp:228] loss3/lstm_unit_9 does not need backward computation. | |
| I0330 00:58:46.309115 10583 net.cpp:228] loss3/lstm_gate_input_9 does not need backward computation. | |
| I0330 00:58:46.309128 10583 net.cpp:228] loss3/lstm_transform_9 does not need backward computation. | |
| I0330 00:58:46.309139 10583 net.cpp:228] loss3/lstm_h_conted_8 does not need backward computation. | |
| I0330 00:58:46.309149 10583 net.cpp:228] h_8_loss3/lstm_unit_8_1_split does not need backward computation. | |
| I0330 00:58:46.309160 10583 net.cpp:228] loss3/lstm_unit_8 does not need backward computation. | |
| I0330 00:58:46.309171 10583 net.cpp:228] loss3/lstm_gate_input_8 does not need backward computation. | |
| I0330 00:58:46.309183 10583 net.cpp:228] loss3/lstm_transform_8 does not need backward computation. | |
| I0330 00:58:46.309195 10583 net.cpp:228] loss3/lstm_h_conted_7 does not need backward computation. | |
| I0330 00:58:46.309206 10583 net.cpp:228] h_7_loss3/lstm_unit_7_1_split does not need backward computation. | |
| I0330 00:58:46.309221 10583 net.cpp:228] loss3/lstm_unit_7 does not need backward computation. | |
| I0330 00:58:46.309237 10583 net.cpp:228] loss3/lstm_gate_input_7 does not need backward computation. | |
| I0330 00:58:46.309258 10583 net.cpp:228] loss3/lstm_transform_7 does not need backward computation. | |
| I0330 00:58:46.309272 10583 net.cpp:228] loss3/lstm_h_conted_6 does not need backward computation. | |
| I0330 00:58:46.309283 10583 net.cpp:228] h_6_loss3/lstm_unit_6_1_split does not need backward computation. | |
| I0330 00:58:46.309293 10583 net.cpp:228] loss3/lstm_unit_6 does not need backward computation. | |
| I0330 00:58:46.309305 10583 net.cpp:228] loss3/lstm_gate_input_6 does not need backward computation. | |
| I0330 00:58:46.309316 10583 net.cpp:228] loss3/lstm_transform_6 does not need backward computation. | |
| I0330 00:58:46.309327 10583 net.cpp:228] loss3/lstm_h_conted_5 does not need backward computation. | |
| I0330 00:58:46.309340 10583 net.cpp:228] h_5_loss3/lstm_unit_5_1_split does not need backward computation. | |
| I0330 00:58:46.309350 10583 net.cpp:228] loss3/lstm_unit_5 does not need backward computation. | |
| I0330 00:58:46.309361 10583 net.cpp:228] loss3/lstm_gate_input_5 does not need backward computation. | |
| I0330 00:58:46.309373 10583 net.cpp:228] loss3/lstm_transform_5 does not need backward computation. | |
| I0330 00:58:46.309383 10583 net.cpp:228] loss3/lstm_h_conted_4 does not need backward computation. | |
| I0330 00:58:46.309396 10583 net.cpp:228] h_4_loss3/lstm_unit_4_1_split does not need backward computation. | |
| I0330 00:58:46.309406 10583 net.cpp:228] loss3/lstm_unit_4 does not need backward computation. | |
| I0330 00:58:46.309417 10583 net.cpp:228] loss3/lstm_gate_input_4 does not need backward computation. | |
| I0330 00:58:46.309429 10583 net.cpp:228] loss3/lstm_transform_4 does not need backward computation. | |
| I0330 00:58:46.309440 10583 net.cpp:228] loss3/lstm_h_conted_3 does not need backward computation. | |
| I0330 00:58:46.309451 10583 net.cpp:228] h_3_loss3/lstm_unit_3_1_split does not need backward computation. | |
| I0330 00:58:46.309463 10583 net.cpp:228] loss3/lstm_unit_3 does not need backward computation. | |
| I0330 00:58:46.309474 10583 net.cpp:228] loss3/lstm_gate_input_3 does not need backward computation. | |
| I0330 00:58:46.309485 10583 net.cpp:228] loss3/lstm_transform_3 does not need backward computation. | |
| I0330 00:58:46.309496 10583 net.cpp:228] loss3/lstm_h_conted_2 does not need backward computation. | |
| I0330 00:58:46.309507 10583 net.cpp:228] h_2_loss3/lstm_unit_2_1_split does not need backward computation. | |
| I0330 00:58:46.309519 10583 net.cpp:228] loss3/lstm_unit_2 does not need backward computation. | |
| I0330 00:58:46.309530 10583 net.cpp:228] loss3/lstm_gate_input_2 does not need backward computation. | |
| I0330 00:58:46.309541 10583 net.cpp:228] loss3/lstm_transform_2 does not need backward computation. | |
| I0330 00:58:46.309552 10583 net.cpp:228] loss3/lstm_h_conted_1 does not need backward computation. | |
| I0330 00:58:46.309564 10583 net.cpp:228] h_1_loss3/lstm_unit_1_1_split does not need backward computation. | |
| I0330 00:58:46.309576 10583 net.cpp:228] loss3/lstm_unit_1 does not need backward computation. | |
| I0330 00:58:46.309587 10583 net.cpp:228] loss3/lstm_gate_input_1 does not need backward computation. | |
| I0330 00:58:46.309598 10583 net.cpp:228] loss3/lstm_transform_1 does not need backward computation. | |
| I0330 00:58:46.309609 10583 net.cpp:228] loss3/lstm_h_conted_0 does not need backward computation. | |
| I0330 00:58:46.309628 10583 net.cpp:228] loss3/lstm_W_xc_x_slice does not need backward computation. | |
| I0330 00:58:46.309644 10583 net.cpp:228] W_xc_x_static_loss3/lstm__0_split does not need backward computation. | |
| I0330 00:58:46.309655 10583 net.cpp:228] loss3/lstm_ does not need backward computation. | |
| I0330 00:58:46.309666 10583 net.cpp:228] loss3/lstm_W_xc_x_static does not need backward computation. | |
| I0330 00:58:46.309677 10583 net.cpp:228] loss3/lstm_x_transform does not need backward computation. | |
| I0330 00:58:46.309687 10583 net.cpp:228] cont_22_loss3/lstm_cont_slice_21_split does not need backward computation. | |
| I0330 00:58:46.309698 10583 net.cpp:228] cont_21_loss3/lstm_cont_slice_20_split does not need backward computation. | |
| I0330 00:58:46.309717 10583 net.cpp:228] cont_20_loss3/lstm_cont_slice_19_split does not need backward computation. | |
| I0330 00:58:46.309728 10583 net.cpp:228] cont_19_loss3/lstm_cont_slice_18_split does not need backward computation. | |
| I0330 00:58:46.309749 10583 net.cpp:228] cont_18_loss3/lstm_cont_slice_17_split does not need backward computation. | |
| I0330 00:58:46.309761 10583 net.cpp:228] cont_17_loss3/lstm_cont_slice_16_split does not need backward computation. | |
| I0330 00:58:46.309779 10583 net.cpp:228] cont_16_loss3/lstm_cont_slice_15_split does not need backward computation. | |
| I0330 00:58:46.309790 10583 net.cpp:228] cont_15_loss3/lstm_cont_slice_14_split does not need backward computation. | |
| I0330 00:58:46.309800 10583 net.cpp:228] cont_14_loss3/lstm_cont_slice_13_split does not need backward computation. | |
| I0330 00:58:46.309811 10583 net.cpp:228] cont_13_loss3/lstm_cont_slice_12_split does not need backward computation. | |
| I0330 00:58:46.309821 10583 net.cpp:228] cont_12_loss3/lstm_cont_slice_11_split does not need backward computation. | |
| I0330 00:58:46.309833 10583 net.cpp:228] cont_11_loss3/lstm_cont_slice_10_split does not need backward computation. | |
| I0330 00:58:46.309845 10583 net.cpp:228] cont_10_loss3/lstm_cont_slice_9_split does not need backward computation. | |
| I0330 00:58:46.309856 10583 net.cpp:228] cont_9_loss3/lstm_cont_slice_8_split does not need backward computation. | |
| I0330 00:58:46.309867 10583 net.cpp:228] cont_8_loss3/lstm_cont_slice_7_split does not need backward computation. | |
| I0330 00:58:46.309878 10583 net.cpp:228] cont_7_loss3/lstm_cont_slice_6_split does not need backward computation. | |
| I0330 00:58:46.309888 10583 net.cpp:228] cont_6_loss3/lstm_cont_slice_5_split does not need backward computation. | |
| I0330 00:58:46.309900 10583 net.cpp:228] cont_5_loss3/lstm_cont_slice_4_split does not need backward computation. | |
| I0330 00:58:46.309909 10583 net.cpp:228] cont_4_loss3/lstm_cont_slice_3_split does not need backward computation. | |
| I0330 00:58:46.309921 10583 net.cpp:228] cont_3_loss3/lstm_cont_slice_2_split does not need backward computation. | |
| I0330 00:58:46.309931 10583 net.cpp:228] cont_2_loss3/lstm_cont_slice_1_split does not need backward computation. | |
| I0330 00:58:46.309942 10583 net.cpp:228] cont_1_loss3/lstm_cont_slice_0_split does not need backward computation. | |
| I0330 00:58:46.309955 10583 net.cpp:228] loss3/lstm_cont_slice does not need backward computation. | |
| I0330 00:58:46.309981 10583 net.cpp:270] This network produces output c_T | |
| I0330 00:58:46.309994 10583 net.cpp:270] This network produces output h | |
| I0330 00:58:46.324285 10583 net.cpp:283] Network initialization done. | |
| I0330 00:58:46.324692 10583 recurrent_layer.cpp:134] Adding parameter 0: W_xc | |
| I0330 00:58:46.324718 10583 recurrent_layer.cpp:134] Adding parameter 1: b_c | |
| I0330 00:58:46.324733 10583 recurrent_layer.cpp:134] Adding parameter 2: W_xc_static | |
| I0330 00:58:46.324744 10583 recurrent_layer.cpp:134] Adding parameter 3: W_hc | |
| I0330 00:58:46.325140 10583 net.cpp:150] Setting up loss3/lstm | |
| I0330 00:58:46.325179 10583 net.cpp:157] Top shape: 22 8 512 (90112) | |
| I0330 00:58:46.325191 10583 net.cpp:165] Memory required for data: 374820328 | |
| I0330 00:58:46.325212 10583 layer_factory.hpp:77] Creating layer loss3/predict | |
| I0330 00:58:46.325237 10583 net.cpp:106] Creating Layer loss3/predict | |
| I0330 00:58:46.325253 10583 net.cpp:454] loss3/predict <- loss3/lstm | |
| I0330 00:58:46.325279 10583 net.cpp:411] loss3/predict -> loss3/predict | |
| I0330 00:58:46.325716 10583 net.cpp:150] Setting up loss3/predict | |
| I0330 00:58:46.325743 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.325755 10583 net.cpp:165] Memory required for data: 374872424 | |
| I0330 00:58:46.325770 10583 layer_factory.hpp:77] Creating layer loss3/predict_loss3/predict_0_split | |
| I0330 00:58:46.325788 10583 net.cpp:106] Creating Layer loss3/predict_loss3/predict_0_split | |
| I0330 00:58:46.325800 10583 net.cpp:454] loss3/predict_loss3/predict_0_split <- loss3/predict | |
| I0330 00:58:46.325815 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_0 | |
| I0330 00:58:46.325832 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_1 | |
| I0330 00:58:46.325847 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_2 | |
| I0330 00:58:46.325903 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_3 | |
| I0330 00:58:46.325919 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_4 | |
| I0330 00:58:46.325942 10583 net.cpp:411] loss3/predict_loss3/predict_0_split -> loss3/predict_loss3/predict_0_split_5 | |
| I0330 00:58:46.326052 10583 net.cpp:150] Setting up loss3/predict_loss3/predict_0_split | |
| I0330 00:58:46.326071 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326083 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326094 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326105 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326117 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326128 10583 net.cpp:157] Top shape: 22 8 74 (13024) | |
| I0330 00:58:46.326138 10583 net.cpp:165] Memory required for data: 375185000 | |
| I0330 00:58:46.326149 10583 layer_factory.hpp:77] Creating layer loss3/cross_entropy_loss | |
| I0330 00:58:46.326165 10583 net.cpp:106] Creating Layer loss3/cross_entropy_loss | |
| I0330 00:58:46.326177 10583 net.cpp:454] loss3/cross_entropy_loss <- loss3/predict_loss3/predict_0_split_0 | |
| I0330 00:58:46.326191 10583 net.cpp:454] loss3/cross_entropy_loss <- label_data_1_split_10 | |
| I0330 00:58:46.326205 10583 net.cpp:411] loss3/cross_entropy_loss -> loss3/cross_entropy_loss | |
| I0330 00:58:46.326223 10583 layer_factory.hpp:77] Creating layer loss3/cross_entropy_loss | |
| I0330 00:58:46.326783 10583 net.cpp:150] Setting up loss3/cross_entropy_loss | |
| I0330 00:58:46.326824 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.326839 10583 net.cpp:160] with loss weight 1 | |
| I0330 00:58:46.326856 10583 net.cpp:165] Memory required for data: 375185004 | |
| I0330 00:58:46.326869 10583 layer_factory.hpp:77] Creating layer loss3/accuracy | |
| I0330 00:58:46.326891 10583 net.cpp:106] Creating Layer loss3/accuracy | |
| I0330 00:58:46.326905 10583 net.cpp:454] loss3/accuracy <- loss3/predict_loss3/predict_0_split_1 | |
| I0330 00:58:46.326918 10583 net.cpp:454] loss3/accuracy <- label_data_1_split_11 | |
| I0330 00:58:46.326932 10583 net.cpp:411] loss3/accuracy -> loss3/accuracy | |
| I0330 00:58:46.326952 10583 net.cpp:150] Setting up loss3/accuracy | |
| I0330 00:58:46.326966 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.327005 10583 net.cpp:165] Memory required for data: 375185008 | |
| I0330 00:58:46.327018 10583 layer_factory.hpp:77] Creating layer loss3/accuracy_top3 | |
| I0330 00:58:46.327033 10583 net.cpp:106] Creating Layer loss3/accuracy_top3 | |
| I0330 00:58:46.327044 10583 net.cpp:454] loss3/accuracy_top3 <- loss3/predict_loss3/predict_0_split_2 | |
| I0330 00:58:46.327057 10583 net.cpp:454] loss3/accuracy_top3 <- label_data_1_split_12 | |
| I0330 00:58:46.327071 10583 net.cpp:411] loss3/accuracy_top3 -> loss3/accuracy_top3 | |
| I0330 00:58:46.327088 10583 net.cpp:150] Setting up loss3/accuracy_top3 | |
| I0330 00:58:46.327102 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.327111 10583 net.cpp:165] Memory required for data: 375185012 | |
| I0330 00:58:46.327122 10583 layer_factory.hpp:77] Creating layer loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.327136 10583 net.cpp:106] Creating Layer loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.327147 10583 net.cpp:454] loss3/cross_entropy_loss_incl_empty <- loss3/predict_loss3/predict_0_split_3 | |
| I0330 00:58:46.327159 10583 net.cpp:454] loss3/cross_entropy_loss_incl_empty <- label_data_1_split_13 | |
| I0330 00:58:46.327173 10583 net.cpp:411] loss3/cross_entropy_loss_incl_empty -> loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.327189 10583 layer_factory.hpp:77] Creating layer loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.327654 10583 net.cpp:150] Setting up loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.327678 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.327689 10583 net.cpp:160] with loss weight 1 | |
| I0330 00:58:46.327702 10583 net.cpp:165] Memory required for data: 375185016 | |
| I0330 00:58:46.327714 10583 layer_factory.hpp:77] Creating layer loss3/accuracy_incl_empty | |
| I0330 00:58:46.327728 10583 net.cpp:106] Creating Layer loss3/accuracy_incl_empty | |
| I0330 00:58:46.327757 10583 net.cpp:454] loss3/accuracy_incl_empty <- loss3/predict_loss3/predict_0_split_4 | |
| I0330 00:58:46.327772 10583 net.cpp:454] loss3/accuracy_incl_empty <- label_data_1_split_14 | |
| I0330 00:58:46.327786 10583 net.cpp:411] loss3/accuracy_incl_empty -> loss3/accuracy_incl_empty | |
| I0330 00:58:46.327805 10583 net.cpp:150] Setting up loss3/accuracy_incl_empty | |
| I0330 00:58:46.327819 10583 net.cpp:157] Top shape: (1) | |
| I0330 00:58:46.327829 10583 net.cpp:165] Memory required for data: 375185020 | |
| I0330 00:58:46.327841 10583 layer_factory.hpp:77] Creating layer total_accuracy | |
| I0330 00:58:46.430490 10583 net.cpp:106] Creating Layer total_accuracy | |
| I0330 00:58:46.430554 10583 net.cpp:454] total_accuracy <- loss3/predict_loss3/predict_0_split_5 | |
| I0330 00:58:46.430577 10583 net.cpp:454] total_accuracy <- label2_data_3_split_1 | |
| I0330 00:58:46.430594 10583 net.cpp:411] total_accuracy -> total_accuracy | |
| I0330 00:58:46.430613 10583 net.cpp:411] total_accuracy -> total_confidence | |
| I0330 00:58:46.430770 10583 net.cpp:150] Setting up total_accuracy | |
| I0330 00:58:46.430795 10583 net.cpp:157] Top shape: (0) | |
| I0330 00:58:46.430809 10583 net.cpp:157] Top shape: (0) | |
| I0330 00:58:46.430824 10583 net.cpp:165] Memory required for data: 375185020 | |
| I0330 00:58:46.430836 10583 net.cpp:228] total_accuracy does not need backward computation. | |
| I0330 00:58:46.430850 10583 net.cpp:228] loss3/accuracy_incl_empty does not need backward computation. | |
| I0330 00:58:46.430860 10583 net.cpp:226] loss3/cross_entropy_loss_incl_empty needs backward computation. | |
| I0330 00:58:46.430872 10583 net.cpp:228] loss3/accuracy_top3 does not need backward computation. | |
| I0330 00:58:46.430893 10583 net.cpp:228] loss3/accuracy does not need backward computation. | |
| I0330 00:58:46.430905 10583 net.cpp:226] loss3/cross_entropy_loss needs backward computation. | |
| I0330 00:58:46.430917 10583 net.cpp:226] loss3/predict_loss3/predict_0_split needs backward computation. | |
| I0330 00:58:46.430928 10583 net.cpp:226] loss3/predict needs backward computation. | |
| I0330 00:58:46.430939 10583 net.cpp:226] loss3/lstm needs backward computation. | |
| I0330 00:58:46.430953 10583 net.cpp:226] pool5/drop_7x7_s1 needs backward computation. | |
| I0330 00:58:46.430963 10583 net.cpp:226] pool5/6x6_s1 needs backward computation. | |
| I0330 00:58:46.430994 10583 net.cpp:226] inception_5b/output needs backward computation. | |
| I0330 00:58:46.431008 10583 net.cpp:226] inception_5b/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.431020 10583 net.cpp:226] inception_5b/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.431030 10583 net.cpp:226] inception_5b/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.431041 10583 net.cpp:226] inception_5b/pool_proj needs backward computation. | |
| I0330 00:58:46.431051 10583 net.cpp:226] inception_5b/pool needs backward computation. | |
| I0330 00:58:46.431063 10583 net.cpp:226] inception_5b/relu_5x5 needs backward computation. | |
| I0330 00:58:46.431073 10583 net.cpp:226] inception_5b/5x5/scale needs backward computation. | |
| I0330 00:58:46.431084 10583 net.cpp:226] inception_5b/5x5/bn needs backward computation. | |
| I0330 00:58:46.431094 10583 net.cpp:226] inception_5b/5x5 needs backward computation. | |
| I0330 00:58:46.431105 10583 net.cpp:226] inception_5b/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.431115 10583 net.cpp:226] inception_5b/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.431128 10583 net.cpp:226] inception_5b/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.431138 10583 net.cpp:226] inception_5b/5x5_reduce needs backward computation. | |
| I0330 00:58:46.431149 10583 net.cpp:226] inception_5b/relu_3x3 needs backward computation. | |
| I0330 00:58:46.431159 10583 net.cpp:226] inception_5b/3x3/scale needs backward computation. | |
| I0330 00:58:46.431170 10583 net.cpp:226] inception_5b/3x3/bn needs backward computation. | |
| I0330 00:58:46.431180 10583 net.cpp:226] inception_5b/3x3 needs backward computation. | |
| I0330 00:58:46.431191 10583 net.cpp:226] inception_5b/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.431202 10583 net.cpp:226] inception_5b/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.431228 10583 net.cpp:226] inception_5b/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.431241 10583 net.cpp:226] inception_5b/3x3_reduce needs backward computation. | |
| I0330 00:58:46.431252 10583 net.cpp:226] inception_5b/relu_1x1 needs backward computation. | |
| I0330 00:58:46.431262 10583 net.cpp:226] inception_5b/1x1/scale needs backward computation. | |
| I0330 00:58:46.431272 10583 net.cpp:226] inception_5b/1x1/bn needs backward computation. | |
| I0330 00:58:46.431282 10583 net.cpp:226] inception_5b/1x1 needs backward computation. | |
| I0330 00:58:46.431301 10583 net.cpp:226] inception_5a/output_inception_5a/output_0_split needs backward computation. | |
| I0330 00:58:46.431313 10583 net.cpp:226] inception_5a/output needs backward computation. | |
| I0330 00:58:46.431325 10583 net.cpp:226] inception_5a/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.431336 10583 net.cpp:226] inception_5a/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.431346 10583 net.cpp:226] inception_5a/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.431363 10583 net.cpp:226] inception_5a/pool_proj needs backward computation. | |
| I0330 00:58:46.431375 10583 net.cpp:226] inception_5a/pool needs backward computation. | |
| I0330 00:58:46.431385 10583 net.cpp:226] inception_5a/relu_5x5 needs backward computation. | |
| I0330 00:58:46.431396 10583 net.cpp:226] inception_5a/5x5/scale needs backward computation. | |
| I0330 00:58:46.431406 10583 net.cpp:226] inception_5a/5x5/bn needs backward computation. | |
| I0330 00:58:46.431421 10583 net.cpp:226] inception_5a/5x5 needs backward computation. | |
| I0330 00:58:46.431432 10583 net.cpp:226] inception_5a/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.431442 10583 net.cpp:226] inception_5a/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.431453 10583 net.cpp:226] inception_5a/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.431463 10583 net.cpp:226] inception_5a/5x5_reduce needs backward computation. | |
| I0330 00:58:46.431483 10583 net.cpp:226] inception_5a/relu_3x3 needs backward computation. | |
| I0330 00:58:46.431493 10583 net.cpp:226] inception_5a/3x3/scale needs backward computation. | |
| I0330 00:58:46.431504 10583 net.cpp:226] inception_5a/3x3/bn needs backward computation. | |
| I0330 00:58:46.431519 10583 net.cpp:226] inception_5a/3x3 needs backward computation. | |
| I0330 00:58:46.431529 10583 net.cpp:226] inception_5a/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.431540 10583 net.cpp:226] inception_5a/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.431550 10583 net.cpp:226] inception_5a/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.431561 10583 net.cpp:226] inception_5a/3x3_reduce needs backward computation. | |
| I0330 00:58:46.431572 10583 net.cpp:226] inception_5a/relu_1x1 needs backward computation. | |
| I0330 00:58:46.431582 10583 net.cpp:226] inception_5a/1x1/scale needs backward computation. | |
| I0330 00:58:46.431593 10583 net.cpp:226] inception_5a/1x1/bn needs backward computation. | |
| I0330 00:58:46.431603 10583 net.cpp:226] inception_5a/1x1 needs backward computation. | |
| I0330 00:58:46.431614 10583 net.cpp:226] pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation. | |
| I0330 00:58:46.431625 10583 net.cpp:226] pool4/3x3_s2 needs backward computation. | |
| I0330 00:58:46.431637 10583 net.cpp:226] inception_4e/output needs backward computation. | |
| I0330 00:58:46.431649 10583 net.cpp:226] inception_4e/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.431660 10583 net.cpp:226] inception_4e/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.431671 10583 net.cpp:226] inception_4e/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.431681 10583 net.cpp:226] inception_4e/pool_proj needs backward computation. | |
| I0330 00:58:46.431689 10583 net.cpp:226] inception_4e/pool needs backward computation. | |
| I0330 00:58:46.431700 10583 net.cpp:226] inception_4e/relu_5x5 needs backward computation. | |
| I0330 00:58:46.431711 10583 net.cpp:226] inception_4e/5x5/scale needs backward computation. | |
| I0330 00:58:46.431722 10583 net.cpp:226] inception_4e/5x5/bn needs backward computation. | |
| I0330 00:58:46.431742 10583 net.cpp:226] inception_4e/5x5 needs backward computation. | |
| I0330 00:58:46.431754 10583 net.cpp:226] inception_4e/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.431766 10583 net.cpp:226] inception_4e/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.431776 10583 net.cpp:226] inception_4e/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.431787 10583 net.cpp:226] inception_4e/5x5_reduce needs backward computation. | |
| I0330 00:58:46.431797 10583 net.cpp:226] inception_4e/relu_3x3 needs backward computation. | |
| I0330 00:58:46.431807 10583 net.cpp:226] inception_4e/3x3/scale needs backward computation. | |
| I0330 00:58:46.431818 10583 net.cpp:226] inception_4e/3x3/bn needs backward computation. | |
| I0330 00:58:46.431828 10583 net.cpp:226] inception_4e/3x3 needs backward computation. | |
| I0330 00:58:46.431838 10583 net.cpp:226] inception_4e/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.431849 10583 net.cpp:226] inception_4e/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.431859 10583 net.cpp:226] inception_4e/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.431869 10583 net.cpp:226] inception_4e/3x3_reduce needs backward computation. | |
| I0330 00:58:46.431881 10583 net.cpp:226] inception_4e/relu_1x1 needs backward computation. | |
| I0330 00:58:46.431891 10583 net.cpp:226] inception_4e/1x1/scale needs backward computation. | |
| I0330 00:58:46.431901 10583 net.cpp:226] inception_4e/1x1/bn needs backward computation. | |
| I0330 00:58:46.431912 10583 net.cpp:226] inception_4e/1x1 needs backward computation. | |
| I0330 00:58:46.431923 10583 net.cpp:228] loss2/accuracy_incl_empty does not need backward computation. | |
| I0330 00:58:46.431936 10583 net.cpp:226] loss2/cross_entropy_loss_incl_empty needs backward computation. | |
| I0330 00:58:46.431951 10583 net.cpp:228] loss2/accuracy_top3 does not need backward computation. | |
| I0330 00:58:46.431962 10583 net.cpp:228] loss2/accuracy does not need backward computation. | |
| I0330 00:58:46.431973 10583 net.cpp:226] loss2/cross_entropy_loss needs backward computation. | |
| I0330 00:58:46.431987 10583 net.cpp:226] loss2/predict_loss2/predict_0_split needs backward computation. | |
| I0330 00:58:46.431998 10583 net.cpp:226] loss2/predict needs backward computation. | |
| I0330 00:58:46.432008 10583 net.cpp:226] loss2/lstm needs backward computation. | |
| I0330 00:58:46.432021 10583 net.cpp:226] loss2/drop_fc needs backward computation. | |
| I0330 00:58:46.432031 10583 net.cpp:226] loss2/relu_fc needs backward computation. | |
| I0330 00:58:46.432041 10583 net.cpp:226] loss2/fc/scale needs backward computation. | |
| I0330 00:58:46.432051 10583 net.cpp:226] loss2/fc/bn needs backward computation. | |
| I0330 00:58:46.432062 10583 net.cpp:226] loss2/fc needs backward computation. | |
| I0330 00:58:46.432072 10583 net.cpp:226] loss2/relu_conv needs backward computation. | |
| I0330 00:58:46.432083 10583 net.cpp:226] loss2/conv/scale needs backward computation. | |
| I0330 00:58:46.432095 10583 net.cpp:226] loss2/conv/bn needs backward computation. | |
| I0330 00:58:46.432104 10583 net.cpp:226] loss2/conv needs backward computation. | |
| I0330 00:58:46.432116 10583 net.cpp:226] loss2/ave_pool needs backward computation. | |
| I0330 00:58:46.432126 10583 net.cpp:226] inception_4d/output_inception_4d/output_0_split needs backward computation. | |
| I0330 00:58:46.432137 10583 net.cpp:226] inception_4d/output needs backward computation. | |
| I0330 00:58:46.432150 10583 net.cpp:226] inception_4d/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.432160 10583 net.cpp:226] inception_4d/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.432176 10583 net.cpp:226] inception_4d/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.432188 10583 net.cpp:226] inception_4d/pool_proj needs backward computation. | |
| I0330 00:58:46.432198 10583 net.cpp:226] inception_4d/pool needs backward computation. | |
| I0330 00:58:46.432209 10583 net.cpp:226] inception_4d/relu_5x5 needs backward computation. | |
| I0330 00:58:46.432219 10583 net.cpp:226] inception_4d/5x5/scale needs backward computation. | |
| I0330 00:58:46.432235 10583 net.cpp:226] inception_4d/5x5/bn needs backward computation. | |
| I0330 00:58:46.432255 10583 net.cpp:226] inception_4d/5x5 needs backward computation. | |
| I0330 00:58:46.432266 10583 net.cpp:226] inception_4d/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.432277 10583 net.cpp:226] inception_4d/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.432288 10583 net.cpp:226] inception_4d/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.432298 10583 net.cpp:226] inception_4d/5x5_reduce needs backward computation. | |
| I0330 00:58:46.432308 10583 net.cpp:226] inception_4d/relu_3x3 needs backward computation. | |
| I0330 00:58:46.432319 10583 net.cpp:226] inception_4d/3x3/scale needs backward computation. | |
| I0330 00:58:46.432329 10583 net.cpp:226] inception_4d/3x3/bn needs backward computation. | |
| I0330 00:58:46.432340 10583 net.cpp:226] inception_4d/3x3 needs backward computation. | |
| I0330 00:58:46.432350 10583 net.cpp:226] inception_4d/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.432358 10583 net.cpp:226] inception_4d/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.432365 10583 net.cpp:226] inception_4d/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.432375 10583 net.cpp:226] inception_4d/3x3_reduce needs backward computation. | |
| I0330 00:58:46.432387 10583 net.cpp:226] inception_4d/relu_1x1 needs backward computation. | |
| I0330 00:58:46.432397 10583 net.cpp:226] inception_4d/1x1/scale needs backward computation. | |
| I0330 00:58:46.432407 10583 net.cpp:226] inception_4d/1x1/bn needs backward computation. | |
| I0330 00:58:46.432425 10583 net.cpp:226] inception_4d/1x1 needs backward computation. | |
| I0330 00:58:46.432435 10583 net.cpp:226] inception_4c/output_inception_4c/output_0_split needs backward computation. | |
| I0330 00:58:46.432446 10583 net.cpp:226] inception_4c/output needs backward computation. | |
| I0330 00:58:46.432458 10583 net.cpp:226] inception_4c/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.432468 10583 net.cpp:226] inception_4c/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.432487 10583 net.cpp:226] inception_4c/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.432497 10583 net.cpp:226] inception_4c/pool_proj needs backward computation. | |
| I0330 00:58:46.432507 10583 net.cpp:226] inception_4c/pool needs backward computation. | |
| I0330 00:58:46.432518 10583 net.cpp:226] inception_4c/relu_5x5 needs backward computation. | |
| I0330 00:58:46.432528 10583 net.cpp:226] inception_4c/5x5/scale needs backward computation. | |
| I0330 00:58:46.432545 10583 net.cpp:226] inception_4c/5x5/bn needs backward computation. | |
| I0330 00:58:46.432555 10583 net.cpp:226] inception_4c/5x5 needs backward computation. | |
| I0330 00:58:46.432570 10583 net.cpp:226] inception_4c/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.432581 10583 net.cpp:226] inception_4c/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.432591 10583 net.cpp:226] inception_4c/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.432605 10583 net.cpp:226] inception_4c/5x5_reduce needs backward computation. | |
| I0330 00:58:46.432615 10583 net.cpp:226] inception_4c/relu_3x3 needs backward computation. | |
| I0330 00:58:46.432626 10583 net.cpp:226] inception_4c/3x3/scale needs backward computation. | |
| I0330 00:58:46.432636 10583 net.cpp:226] inception_4c/3x3/bn needs backward computation. | |
| I0330 00:58:46.432646 10583 net.cpp:226] inception_4c/3x3 needs backward computation. | |
| I0330 00:58:46.432657 10583 net.cpp:226] inception_4c/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.432667 10583 net.cpp:226] inception_4c/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.432677 10583 net.cpp:226] inception_4c/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.432687 10583 net.cpp:226] inception_4c/3x3_reduce needs backward computation. | |
| I0330 00:58:46.432698 10583 net.cpp:226] inception_4c/relu_1x1 needs backward computation. | |
| I0330 00:58:46.432708 10583 net.cpp:226] inception_4c/1x1/scale needs backward computation. | |
| I0330 00:58:46.432718 10583 net.cpp:226] inception_4c/1x1/bn needs backward computation. | |
| I0330 00:58:46.432729 10583 net.cpp:226] inception_4c/1x1 needs backward computation. | |
| I0330 00:58:46.432749 10583 net.cpp:226] inception_4b/output_inception_4b/output_0_split needs backward computation. | |
| I0330 00:58:46.432760 10583 net.cpp:226] inception_4b/output needs backward computation. | |
| I0330 00:58:46.432772 10583 net.cpp:226] inception_4b/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.432783 10583 net.cpp:226] inception_4b/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.432793 10583 net.cpp:226] inception_4b/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.432803 10583 net.cpp:226] inception_4b/pool_proj needs backward computation. | |
| I0330 00:58:46.432814 10583 net.cpp:226] inception_4b/pool needs backward computation. | |
| I0330 00:58:46.432826 10583 net.cpp:226] inception_4b/relu_5x5 needs backward computation. | |
| I0330 00:58:46.432835 10583 net.cpp:226] inception_4b/5x5/scale needs backward computation. | |
| I0330 00:58:46.432845 10583 net.cpp:226] inception_4b/5x5/bn needs backward computation. | |
| I0330 00:58:46.432855 10583 net.cpp:226] inception_4b/5x5 needs backward computation. | |
| I0330 00:58:46.432867 10583 net.cpp:226] inception_4b/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.432876 10583 net.cpp:226] inception_4b/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.432886 10583 net.cpp:226] inception_4b/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.432896 10583 net.cpp:226] inception_4b/5x5_reduce needs backward computation. | |
| I0330 00:58:46.432907 10583 net.cpp:226] inception_4b/relu_3x3 needs backward computation. | |
| I0330 00:58:46.432919 10583 net.cpp:226] inception_4b/3x3/scale needs backward computation. | |
| I0330 00:58:46.432929 10583 net.cpp:226] inception_4b/3x3/bn needs backward computation. | |
| I0330 00:58:46.432940 10583 net.cpp:226] inception_4b/3x3 needs backward computation. | |
| I0330 00:58:46.432950 10583 net.cpp:226] inception_4b/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.432960 10583 net.cpp:226] inception_4b/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.432971 10583 net.cpp:226] inception_4b/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.432981 10583 net.cpp:226] inception_4b/3x3_reduce needs backward computation. | |
| I0330 00:58:46.432994 10583 net.cpp:226] inception_4b/relu_1x1 needs backward computation. | |
| I0330 00:58:46.433004 10583 net.cpp:226] inception_4b/1x1/scale needs backward computation. | |
| I0330 00:58:46.433015 10583 net.cpp:226] inception_4b/1x1/bn needs backward computation. | |
| I0330 00:58:46.433025 10583 net.cpp:226] inception_4b/1x1 needs backward computation. | |
| I0330 00:58:46.433037 10583 net.cpp:228] loss1/accuracy_incl_empty does not need backward computation. | |
| I0330 00:58:46.433048 10583 net.cpp:226] loss1/cross_entropy_loss_incl_empty needs backward computation. | |
| I0330 00:58:46.433058 10583 net.cpp:228] loss1/accuracy_top3 does not need backward computation. | |
| I0330 00:58:46.433066 10583 net.cpp:228] loss1/accuracy does not need backward computation. | |
| I0330 00:58:46.433079 10583 net.cpp:226] loss1/cross_entropy_loss needs backward computation. | |
| I0330 00:58:46.433090 10583 net.cpp:226] loss1/predict_loss1/predict_0_split needs backward computation. | |
| I0330 00:58:46.433102 10583 net.cpp:226] loss1/predict needs backward computation. | |
| I0330 00:58:46.433114 10583 net.cpp:226] loss1/lstm needs backward computation. | |
| I0330 00:58:46.433125 10583 net.cpp:226] loss1/drop_fc needs backward computation. | |
| I0330 00:58:46.433136 10583 net.cpp:226] loss1/relu_fc needs backward computation. | |
| I0330 00:58:46.433146 10583 net.cpp:226] loss1/fc/scale needs backward computation. | |
| I0330 00:58:46.433156 10583 net.cpp:226] loss1/fc/bn needs backward computation. | |
| I0330 00:58:46.433166 10583 net.cpp:226] loss1/fc needs backward computation. | |
| I0330 00:58:46.433177 10583 net.cpp:226] loss1/relu_conv needs backward computation. | |
| I0330 00:58:46.433188 10583 net.cpp:226] loss1/conv/scale needs backward computation. | |
| I0330 00:58:46.433198 10583 net.cpp:226] loss1/conv/bn needs backward computation. | |
| I0330 00:58:46.433208 10583 net.cpp:226] loss1/conv needs backward computation. | |
| I0330 00:58:46.433219 10583 net.cpp:226] loss1/ave_pool needs backward computation. | |
| I0330 00:58:46.433240 10583 net.cpp:226] inception_4a/output_inception_4a/output_0_split needs backward computation. | |
| I0330 00:58:46.433253 10583 net.cpp:226] inception_4a/output needs backward computation. | |
| I0330 00:58:46.433265 10583 net.cpp:226] inception_4a/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.433275 10583 net.cpp:226] inception_4a/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.433285 10583 net.cpp:226] inception_4a/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.433296 10583 net.cpp:226] inception_4a/pool_proj needs backward computation. | |
| I0330 00:58:46.433306 10583 net.cpp:226] inception_4a/pool needs backward computation. | |
| I0330 00:58:46.433318 10583 net.cpp:226] inception_4a/relu_5x5 needs backward computation. | |
| I0330 00:58:46.433328 10583 net.cpp:226] inception_4a/5x5/scale needs backward computation. | |
| I0330 00:58:46.433338 10583 net.cpp:226] inception_4a/5x5/bn needs backward computation. | |
| I0330 00:58:46.433349 10583 net.cpp:226] inception_4a/5x5 needs backward computation. | |
| I0330 00:58:46.433360 10583 net.cpp:226] inception_4a/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.433370 10583 net.cpp:226] inception_4a/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.433382 10583 net.cpp:226] inception_4a/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.433392 10583 net.cpp:226] inception_4a/5x5_reduce needs backward computation. | |
| I0330 00:58:46.433403 10583 net.cpp:226] inception_4a/relu_3x3 needs backward computation. | |
| I0330 00:58:46.433413 10583 net.cpp:226] inception_4a/3x3/scale needs backward computation. | |
| I0330 00:58:46.433423 10583 net.cpp:226] inception_4a/3x3/bn needs backward computation. | |
| I0330 00:58:46.433434 10583 net.cpp:226] inception_4a/3x3 needs backward computation. | |
| I0330 00:58:46.433444 10583 net.cpp:226] inception_4a/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.433455 10583 net.cpp:226] inception_4a/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.433465 10583 net.cpp:226] inception_4a/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.433476 10583 net.cpp:226] inception_4a/3x3_reduce needs backward computation. | |
| I0330 00:58:46.433487 10583 net.cpp:226] inception_4a/relu_1x1 needs backward computation. | |
| I0330 00:58:46.433497 10583 net.cpp:226] inception_4a/1x1/scale needs backward computation. | |
| I0330 00:58:46.433507 10583 net.cpp:226] inception_4a/1x1/bn needs backward computation. | |
| I0330 00:58:46.433517 10583 net.cpp:226] inception_4a/1x1 needs backward computation. | |
| I0330 00:58:46.433528 10583 net.cpp:226] pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation. | |
| I0330 00:58:46.433539 10583 net.cpp:226] pool3/3x3_s2 needs backward computation. | |
| I0330 00:58:46.433550 10583 net.cpp:226] inception_3b/output needs backward computation. | |
| I0330 00:58:46.433563 10583 net.cpp:226] inception_3b/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.433574 10583 net.cpp:226] inception_3b/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.433585 10583 net.cpp:226] inception_3b/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.433595 10583 net.cpp:226] inception_3b/pool_proj needs backward computation. | |
| I0330 00:58:46.433606 10583 net.cpp:226] inception_3b/pool needs backward computation. | |
| I0330 00:58:46.433620 10583 net.cpp:226] inception_3b/relu_5x5 needs backward computation. | |
| I0330 00:58:46.433632 10583 net.cpp:226] inception_3b/5x5/scale needs backward computation. | |
| I0330 00:58:46.433642 10583 net.cpp:226] inception_3b/5x5/bn needs backward computation. | |
| I0330 00:58:46.433652 10583 net.cpp:226] inception_3b/5x5 needs backward computation. | |
| I0330 00:58:46.433665 10583 net.cpp:226] inception_3b/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.433675 10583 net.cpp:226] inception_3b/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.433684 10583 net.cpp:226] inception_3b/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.433696 10583 net.cpp:226] inception_3b/5x5_reduce needs backward computation. | |
| I0330 00:58:46.433706 10583 net.cpp:226] inception_3b/relu_3x3 needs backward computation. | |
| I0330 00:58:46.433727 10583 net.cpp:226] inception_3b/3x3/scale needs backward computation. | |
| I0330 00:58:46.433738 10583 net.cpp:226] inception_3b/3x3/bn needs backward computation. | |
| I0330 00:58:46.433749 10583 net.cpp:226] inception_3b/3x3 needs backward computation. | |
| I0330 00:58:46.433765 10583 net.cpp:226] inception_3b/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.433776 10583 net.cpp:226] inception_3b/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.433787 10583 net.cpp:226] inception_3b/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.433799 10583 net.cpp:226] inception_3b/3x3_reduce needs backward computation. | |
| I0330 00:58:46.433809 10583 net.cpp:226] inception_3b/relu_1x1 needs backward computation. | |
| I0330 00:58:46.433820 10583 net.cpp:226] inception_3b/1x1/scale needs backward computation. | |
| I0330 00:58:46.433830 10583 net.cpp:226] inception_3b/1x1/bn needs backward computation. | |
| I0330 00:58:46.433840 10583 net.cpp:226] inception_3b/1x1 needs backward computation. | |
| I0330 00:58:46.433851 10583 net.cpp:226] inception_3a/output_inception_3a/output_0_split needs backward computation. | |
| I0330 00:58:46.433861 10583 net.cpp:226] inception_3a/output needs backward computation. | |
| I0330 00:58:46.433874 10583 net.cpp:226] inception_3a/relu_pool_proj needs backward computation. | |
| I0330 00:58:46.433884 10583 net.cpp:226] inception_3a/pool_proj/scale needs backward computation. | |
| I0330 00:58:46.433894 10583 net.cpp:226] inception_3a/pool_proj/bn needs backward computation. | |
| I0330 00:58:46.433905 10583 net.cpp:226] inception_3a/pool_proj needs backward computation. | |
| I0330 00:58:46.433917 10583 net.cpp:226] inception_3a/pool needs backward computation. | |
| I0330 00:58:46.433928 10583 net.cpp:226] inception_3a/relu_5x5 needs backward computation. | |
| I0330 00:58:46.433938 10583 net.cpp:226] inception_3a/5x5/scale needs backward computation. | |
| I0330 00:58:46.433948 10583 net.cpp:226] inception_3a/5x5/bn needs backward computation. | |
| I0330 00:58:46.433957 10583 net.cpp:226] inception_3a/5x5 needs backward computation. | |
| I0330 00:58:46.433969 10583 net.cpp:226] inception_3a/relu_5x5_reduce needs backward computation. | |
| I0330 00:58:46.433979 10583 net.cpp:226] inception_3a/5x5_reduce/scale needs backward computation. | |
| I0330 00:58:46.433990 10583 net.cpp:226] inception_3a/5x5_reduce/bn needs backward computation. | |
| I0330 00:58:46.434000 10583 net.cpp:226] inception_3a/5x5_reduce needs backward computation. | |
| I0330 00:58:46.434011 10583 net.cpp:226] inception_3a/relu_3x3 needs backward computation. | |
| I0330 00:58:46.434022 10583 net.cpp:226] inception_3a/3x3/scale needs backward computation. | |
| I0330 00:58:46.434032 10583 net.cpp:226] inception_3a/3x3/bn needs backward computation. | |
| I0330 00:58:46.434044 10583 net.cpp:226] inception_3a/3x3 needs backward computation. | |
| I0330 00:58:46.434056 10583 net.cpp:226] inception_3a/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.434067 10583 net.cpp:226] inception_3a/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.434077 10583 net.cpp:226] inception_3a/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.434087 10583 net.cpp:226] inception_3a/3x3_reduce needs backward computation. | |
| I0330 00:58:46.434098 10583 net.cpp:226] inception_3a/relu_1x1 needs backward computation. | |
| I0330 00:58:46.434109 10583 net.cpp:226] inception_3a/1x1/scale needs backward computation. | |
| I0330 00:58:46.434120 10583 net.cpp:226] inception_3a/1x1/bn needs backward computation. | |
| I0330 00:58:46.434131 10583 net.cpp:226] inception_3a/1x1 needs backward computation. | |
| I0330 00:58:46.434142 10583 net.cpp:226] pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation. | |
| I0330 00:58:46.434154 10583 net.cpp:226] pool2/3x3_s2 needs backward computation. | |
| I0330 00:58:46.434165 10583 net.cpp:226] conv2/norm2 needs backward computation. | |
| I0330 00:58:46.434175 10583 net.cpp:226] conv2/relu_3x3 needs backward computation. | |
| I0330 00:58:46.434186 10583 net.cpp:226] conv2/3x3/scale needs backward computation. | |
| I0330 00:58:46.434196 10583 net.cpp:226] conv2/3x3/bn needs backward computation. | |
| I0330 00:58:46.434217 10583 net.cpp:226] conv2/3x3 needs backward computation. | |
| I0330 00:58:46.434229 10583 net.cpp:226] conv2/relu_3x3_reduce needs backward computation. | |
| I0330 00:58:46.434239 10583 net.cpp:226] conv2/3x3_reduce/scale needs backward computation. | |
| I0330 00:58:46.434250 10583 net.cpp:226] conv2/3x3_reduce/bn needs backward computation. | |
| I0330 00:58:46.434260 10583 net.cpp:226] conv2/3x3_reduce needs backward computation. | |
| I0330 00:58:46.434273 10583 net.cpp:226] pool1/norm1 needs backward computation. | |
| I0330 00:58:46.434283 10583 net.cpp:226] pool1/3x3_s2 needs backward computation. | |
| I0330 00:58:46.434294 10583 net.cpp:226] conv1/relu_7x7 needs backward computation. | |
| I0330 00:58:46.434305 10583 net.cpp:226] conv1/7x7_s2/scale needs backward computation. | |
| I0330 00:58:46.434316 10583 net.cpp:226] conv1/7x7_s2/bn needs backward computation. | |
| I0330 00:58:46.434326 10583 net.cpp:226] conv1/7x7_s2 needs backward computation. | |
| I0330 00:58:46.434339 10583 net.cpp:228] silence does not need backward computation. | |
| I0330 00:58:46.434350 10583 net.cpp:228] dummy_dummy_0_split does not need backward computation. | |
| I0330 00:58:46.434362 10583 net.cpp:228] dummy does not need backward computation. | |
| I0330 00:58:46.434373 10583 net.cpp:228] label2_data_3_split does not need backward computation. | |
| I0330 00:58:46.434386 10583 net.cpp:228] label_cont_data_2_split does not need backward computation. | |
| I0330 00:58:46.434401 10583 net.cpp:228] label_data_1_split does not need backward computation. | |
| I0330 00:58:46.434414 10583 net.cpp:228] data does not need backward computation. | |
| I0330 00:58:46.434424 10583 net.cpp:270] This network produces output loss1/accuracy | |
| I0330 00:58:46.434437 10583 net.cpp:270] This network produces output loss1/accuracy_incl_empty | |
| I0330 00:58:46.434448 10583 net.cpp:270] This network produces output loss1/accuracy_top3 | |
| I0330 00:58:46.434459 10583 net.cpp:270] This network produces output loss1/cross_entropy_loss | |
| I0330 00:58:46.434470 10583 net.cpp:270] This network produces output loss1/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.434481 10583 net.cpp:270] This network produces output loss2/accuracy | |
| I0330 00:58:46.434492 10583 net.cpp:270] This network produces output loss2/accuracy_incl_empty | |
| I0330 00:58:46.434504 10583 net.cpp:270] This network produces output loss2/accuracy_top3 | |
| I0330 00:58:46.434514 10583 net.cpp:270] This network produces output loss2/cross_entropy_loss | |
| I0330 00:58:46.434525 10583 net.cpp:270] This network produces output loss2/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.434535 10583 net.cpp:270] This network produces output loss3/accuracy | |
| I0330 00:58:46.434546 10583 net.cpp:270] This network produces output loss3/accuracy_incl_empty | |
| I0330 00:58:46.434556 10583 net.cpp:270] This network produces output loss3/accuracy_top3 | |
| I0330 00:58:46.434566 10583 net.cpp:270] This network produces output loss3/cross_entropy_loss | |
| I0330 00:58:46.434576 10583 net.cpp:270] This network produces output loss3/cross_entropy_loss_incl_empty | |
| I0330 00:58:46.434587 10583 net.cpp:270] This network produces output total_accuracy | |
| I0330 00:58:46.434597 10583 net.cpp:270] This network produces output total_confidence | |
| I0330 00:58:46.434844 10583 net.cpp:283] Network initialization done. | |
| I0330 00:58:46.436197 10583 solver.cpp:181] Creating test net (#0) specified by net_param | |
| I0330 00:58:46.436528 10583 net.cpp:322] The NetState phase (1) differed from the phase (0) specified by a rule in layer data | |
| I0330 00:58:46.436549 10583 net.cpp:322] The NetState phase (1) differed from the phase (0) specified by a rule in layer dummy | |
| I0330 00:58:46.438174 10583 net.cpp:49] Initializing net from parameters: | |
| name: "mixed_lstm" | |
| state { | |
| phase: TEST | |
| } | |
| layer { | |
| name: "data" | |
| type: "Python" | |
| top: "data" | |
| top: "label" | |
| top: "label_cont" | |
| top: "label2" | |
| include { | |
| phase: TEST | |
| } | |
| python_param { | |
| module: "python_data" | |
| layer: "PythonCaptchaDataLayerRecurrent" | |
| param_str: "{\'filelist_cmd\': \'cat /mnt2/captchas/filelist_enru_rucaptcha_test.txt | awk -F / \\\'{split($NF,a,\"_\"); if(a[length(a)-1] ~ /^[0-9a-zA-Z\320\260-\321\217\320\220-\320\257]{1,10}$/) {print $0}}\\\'\',\'batch_size\': 1,\'seed\': 10,\'max_len\': 22,\'classes\': \'qwertyuiopasdfghjklzxcvbnm0123456789\320\260\320\261\320\262\320\263\320\264\320\265\320\266\320\267\320\270\320\271\320\272\320\273\320\274\320\275\320\276\320\277\321\200\321\201\321\202\321\203\321\204\321\205\321\206\321\207\321\210\321\211\321\212\321\214\321\213\321\215\321\216\321\217 ,.\\\'-\',\'shuffle\': True, \'preprocess\': [[\'gray\'], [\'resize\', (150, 50), Image.BILINEAR], [\'subtract-mean\'], [\'normalize\']], \'data_shape\': (1,50,150), \'label_shape\': (22,), \'debug\': False, \'num_files\': 1000}" | |
| } | |
| } | |
| layer { | |
| name: "dummy" | |
| type: "DummyData" | |
| top: "dummy" | |
| include { | |
| phase: TEST | |
| } | |
| dummy_data_param { | |
| shape { | |
| dim: 22 | |
| dim: 1 | |
| dim: 1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "silence" | |
| type: "Silence" | |
| bottom: "label2" | |
| } | |
| layer { | |
| name: "conv1/7x7_s2" | |
| type: "Convolution" | |
| bottom: "data" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 3 | |
| kernel_size: 7 | |
| stride: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/bn" | |
| type: "BatchNorm" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv1/7x7_s2/scale" | |
| type: "Scale" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv1/relu_7x7" | |
| type: "ReLU" | |
| bottom: "conv1/7x7_s2" | |
| top: "conv1/7x7_s2" | |
| } | |
| layer { | |
| name: "pool1/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv1/7x7_s2" | |
| top: "pool1/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "pool1/norm1" | |
| type: "LRN" | |
| bottom: "pool1/3x3_s2" | |
| top: "pool1/norm1" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool1/norm1" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3_reduce" | |
| } | |
| layer { | |
| name: "conv2/3x3" | |
| type: "Convolution" | |
| bottom: "conv2/3x3_reduce" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "conv2/3x3/scale" | |
| type: "Scale" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "conv2/relu_3x3" | |
| type: "ReLU" | |
| bottom: "conv2/3x3" | |
| top: "conv2/3x3" | |
| } | |
| layer { | |
| name: "conv2/norm2" | |
| type: "LRN" | |
| bottom: "conv2/3x3" | |
| top: "conv2/norm2" | |
| lrn_param { | |
| local_size: 5 | |
| alpha: 0.0001 | |
| beta: 0.75 | |
| } | |
| } | |
| layer { | |
| name: "pool2/3x3_s2" | |
| type: "Pooling" | |
| bottom: "conv2/norm2" | |
| top: "pool2/3x3_s2" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3a/1x1" | |
| top: "inception_3a/1x1" | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3a/3x3_reduce" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3a/3x3" | |
| top: "inception_3a/3x3" | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3a/5x5_reduce" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3a/5x5" | |
| top: "inception_3a/5x5" | |
| } | |
| layer { | |
| name: "inception_3a/pool" | |
| type: "Pooling" | |
| bottom: "pool2/3x3_s2" | |
| top: "inception_3a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3a/pool" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3a/output" | |
| type: "Concat" | |
| bottom: "inception_3a/1x1" | |
| bottom: "inception_3a/3x3" | |
| bottom: "inception_3a/5x5" | |
| bottom: "inception_3a/pool_proj" | |
| top: "inception_3a/output" | |
| } | |
| layer { | |
| name: "inception_3b/1x1" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_3b/1x1" | |
| top: "inception_3b/1x1" | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/3x3" | |
| type: "Convolution" | |
| bottom: "inception_3b/3x3_reduce" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_3b/3x3" | |
| top: "inception_3b/3x3" | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 32 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_3b/5x5" | |
| type: "Convolution" | |
| bottom: "inception_3b/5x5_reduce" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_3b/5x5" | |
| top: "inception_3b/5x5" | |
| } | |
| layer { | |
| name: "inception_3b/pool" | |
| type: "Pooling" | |
| bottom: "inception_3a/output" | |
| top: "inception_3b/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_3b/pool" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_3b/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/pool_proj" | |
| } | |
| layer { | |
| name: "inception_3b/output" | |
| type: "Concat" | |
| bottom: "inception_3b/1x1" | |
| bottom: "inception_3b/3x3" | |
| bottom: "inception_3b/5x5" | |
| bottom: "inception_3b/pool_proj" | |
| top: "inception_3b/output" | |
| } | |
| layer { | |
| name: "pool3/3x3_s2" | |
| type: "Pooling" | |
| bottom: "inception_3b/output" | |
| top: "pool3/3x3_s2" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 2 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 192 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_4a/1x1" | |
| top: "inception_4a/1x1" | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 96 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/3x3" | |
| type: "Convolution" | |
| bottom: "inception_4a/3x3_reduce" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 208 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_4a/3x3" | |
| top: "inception_4a/3x3" | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 16 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_4a/5x5" | |
| type: "Convolution" | |
| bottom: "inception_4a/5x5_reduce" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 48 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/5x5/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_5x5" | |
| type: "ReLU" | |
| bottom: "inception_4a/5x5" | |
| top: "inception_4a/5x5" | |
| } | |
| layer { | |
| name: "inception_4a/pool" | |
| type: "Pooling" | |
| bottom: "pool3/3x3_s2" | |
| top: "inception_4a/pool" | |
| pooling_param { | |
| pool: MAX | |
| kernel_size: 3 | |
| stride: 1 | |
| pad: 1 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj" | |
| type: "Convolution" | |
| bottom: "inception_4a/pool" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.1 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/pool_proj/scale" | |
| type: "Scale" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4a/relu_pool_proj" | |
| type: "ReLU" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/pool_proj" | |
| } | |
| layer { | |
| name: "inception_4a/output" | |
| type: "Concat" | |
| bottom: "inception_4a/1x1" | |
| bottom: "inception_4a/3x3" | |
| bottom: "inception_4a/5x5" | |
| bottom: "inception_4a/pool_proj" | |
| top: "inception_4a/output" | |
| } | |
| layer { | |
| name: "loss1/ave_pool" | |
| type: "Pooling" | |
| bottom: "inception_4a/output" | |
| top: "loss1/ave_pool" | |
| pooling_param { | |
| pool: AVE | |
| kernel_size: 5 | |
| stride: 3 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv" | |
| type: "Convolution" | |
| bottom: "loss1/ave_pool" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 128 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.08 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/conv/scale" | |
| type: "Scale" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_conv" | |
| type: "ReLU" | |
| bottom: "loss1/conv" | |
| top: "loss1/conv" | |
| } | |
| layer { | |
| name: "loss1/fc" | |
| type: "InnerProduct" | |
| bottom: "loss1/conv" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| inner_product_param { | |
| num_output: 1024 | |
| bias_term: false | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.02 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/bn" | |
| type: "BatchNorm" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/fc/scale" | |
| type: "Scale" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "loss1/relu_fc" | |
| type: "ReLU" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| } | |
| layer { | |
| name: "loss1/drop_fc" | |
| type: "Dropout" | |
| bottom: "loss1/fc" | |
| top: "loss1/fc" | |
| dropout_param { | |
| dropout_ratio: 0.7 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm" | |
| type: "LSTM" | |
| bottom: "dummy" | |
| bottom: "label_cont" | |
| bottom: "loss1/fc" | |
| top: "loss1/lstm" | |
| recurrent_param { | |
| num_output: 512 | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/predict" | |
| type: "InnerProduct" | |
| bottom: "loss1/lstm" | |
| top: "loss1/predict" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 0 | |
| } | |
| inner_product_param { | |
| num_output: 74 | |
| weight_filler { | |
| type: "xavier" | |
| } | |
| bias_filler { | |
| type: "constant" | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/cross_entropy_loss" | |
| type: "SoftmaxWithLoss" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/cross_entropy_loss" | |
| loss_weight: 0.3 | |
| loss_param { | |
| ignore_label: 73 | |
| } | |
| softmax_param { | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy" | |
| accuracy_param { | |
| axis: 2 | |
| ignore_label: 73 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy_top3" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy_top3" | |
| accuracy_param { | |
| top_k: 3 | |
| axis: 2 | |
| ignore_label: 73 | |
| } | |
| } | |
| layer { | |
| name: "loss1/cross_entropy_loss_incl_empty" | |
| type: "SoftmaxWithLoss" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/cross_entropy_loss_incl_empty" | |
| loss_weight: 0.3 | |
| loss_param { | |
| ignore_label: -1 | |
| } | |
| softmax_param { | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/accuracy_incl_empty" | |
| type: "Accuracy" | |
| bottom: "loss1/predict" | |
| bottom: "label" | |
| top: "loss1/accuracy_incl_empty" | |
| accuracy_param { | |
| axis: 2 | |
| ignore_label: -1 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 160 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/1x1/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_1x1" | |
| type: "ReLU" | |
| bottom: "inception_4b/1x1" | |
| top: "inception_4b/1x1" | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 112 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.09 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_3x3_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3_reduce" | |
| } | |
| layer { | |
| name: "inception_4b/3x3" | |
| type: "Convolution" | |
| bottom: "inception_4b/3x3_reduce" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 224 | |
| bias_term: false | |
| pad: 1 | |
| kernel_size: 3 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/3x3/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_3x3" | |
| type: "ReLU" | |
| bottom: "inception_4b/3x3" | |
| top: "inception_4b/3x3" | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce" | |
| type: "Convolution" | |
| bottom: "inception_4a/output" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 24 | |
| bias_term: false | |
| kernel_size: 1 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.2 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce/bn" | |
| type: "BatchNorm" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| param { | |
| lr_mult: 0 | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/5x5_reduce/scale" | |
| type: "Scale" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| param { | |
| lr_mult: 2 | |
| decay_mult: 1 | |
| } | |
| scale_param { | |
| bias_term: true | |
| } | |
| } | |
| layer { | |
| name: "inception_4b/relu_5x5_reduce" | |
| type: "ReLU" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5_reduce" | |
| } | |
| layer { | |
| name: "inception_4b/5x5" | |
| type: "Convolution" | |
| bottom: "inception_4b/5x5_reduce" | |
| top: "inception_4b/5x5" | |
| param { | |
| lr_mult: 1 | |
| decay_mult: 1 | |
| } | |
| convolution_param { | |
| num_output: 64 | |
| bias_term: false | |
| pad: 2 | |
| kernel_size: 5 | |
| weight_filler { | |
| type: "xavier" | |
| std: 0.03 | |
| } | |
| } | |
| } | |
| layer { | |
| name: | |
| I0330 00:58:46.444221 10583 layer_factory.hpp:77] Creating layer data | |
| I0330 00:58:46.444325 10583 net.cpp:106] Creating Layer data | |
| I0330 00:58:46.444353 10583 net.cpp:411] data -> data | |
| I0330 00:58:46.444373 10583 net.cpp:411] data -> label | |
| I0330 00:58:46.444396 10583 net.cpp:411] data -> label_cont | |
| I0330 00:58:46.444411 10583 net.cpp:411] data -> label2 | |
| I0330 00:58:46.664911 10583 net.cpp:150] Setting up data | |
| I0330 00:58:46.664970 10583 net.cpp:157] Top shape: 1 1 50 150 (7500) | |
| I0330 00:58:46.664988 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665000 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665012 10583 net.cpp:157] Top shape: 1 22 (22) | |
| I0330 00:58:46.665024 10583 net.cpp:165] Memory required for data: 30264 | |
| I0330 00:58:46.665040 10583 layer_factory.hpp:77] Creating layer label_data_1_split | |
| I0330 00:58:46.665066 10583 net.cpp:106] Creating Layer label_data_1_split | |
| I0330 00:58:46.665077 10583 net.cpp:454] label_data_1_split <- label | |
| I0330 00:58:46.665097 10583 net.cpp:411] label_data_1_split -> label_data_1_split_0 | |
| I0330 00:58:46.665120 10583 net.cpp:411] label_data_1_split -> label_data_1_split_1 | |
| I0330 00:58:46.665137 10583 net.cpp:411] label_data_1_split -> label_data_1_split_2 | |
| I0330 00:58:46.665151 10583 net.cpp:411] label_data_1_split -> label_data_1_split_3 | |
| I0330 00:58:46.665169 10583 net.cpp:411] label_data_1_split -> label_data_1_split_4 | |
| I0330 00:58:46.665187 10583 net.cpp:411] label_data_1_split -> label_data_1_split_5 | |
| I0330 00:58:46.665202 10583 net.cpp:411] label_data_1_split -> label_data_1_split_6 | |
| I0330 00:58:46.665216 10583 net.cpp:411] label_data_1_split -> label_data_1_split_7 | |
| I0330 00:58:46.665230 10583 net.cpp:411] label_data_1_split -> label_data_1_split_8 | |
| I0330 00:58:46.665244 10583 net.cpp:411] label_data_1_split -> label_data_1_split_9 | |
| I0330 00:58:46.665257 10583 net.cpp:411] label_data_1_split -> label_data_1_split_10 | |
| I0330 00:58:46.665271 10583 net.cpp:411] label_data_1_split -> label_data_1_split_11 | |
| I0330 00:58:46.665287 10583 net.cpp:411] label_data_1_split -> label_data_1_split_12 | |
| I0330 00:58:46.665300 10583 net.cpp:411] label_data_1_split -> label_data_1_split_13 | |
| I0330 00:58:46.665314 10583 net.cpp:411] label_data_1_split -> label_data_1_split_14 | |
| I0330 00:58:46.665537 10583 net.cpp:150] Setting up label_data_1_split | |
| I0330 00:58:46.665556 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665570 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665580 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665594 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665607 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665618 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665629 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665642 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665653 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665664 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665675 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665686 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665699 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665710 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665721 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665731 10583 net.cpp:165] Memory required for data: 31584 | |
| I0330 00:58:46.665766 10583 layer_factory.hpp:77] Creating layer label_cont_data_2_split | |
| I0330 00:58:46.665786 10583 net.cpp:106] Creating Layer label_cont_data_2_split | |
| I0330 00:58:46.665798 10583 net.cpp:454] label_cont_data_2_split <- label_cont | |
| I0330 00:58:46.665812 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_0 | |
| I0330 00:58:46.665827 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_1 | |
| I0330 00:58:46.665840 10583 net.cpp:411] label_cont_data_2_split -> label_cont_data_2_split_2 | |
| I0330 00:58:46.665904 10583 net.cpp:150] Setting up label_cont_data_2_split | |
| I0330 00:58:46.665922 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665935 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665946 10583 net.cpp:157] Top shape: 22 1 (22) | |
| I0330 00:58:46.665956 10583 net.cpp:165] Memory required for data: 31848 | |
| I0330 00:58:46.665966 10583 layer_factory.hpp:77] Creating layer label2_data_3_split | |
| I0330 00:58:46.665979 10583 net.cpp:106] Creating Layer label2_data_3_split | |
| I0330 00:58:46.665989 10583 net.cpp:454] label2_data_3_split <- label2 | |
| I0330 00:58:46.666002 10583 net.cpp:411] label2_data_3_split -> label2_data_3_split_0 | |
| I0330 00:58:46.666016 10583 net.cpp:411] label2_data_3_split -> label2_data_3_split_1 | |
| I0330 00:58:46.666065 10583 net.cpp:150] Setting up label2_data_3_split | |
| I0330 00:58:46.666082 10583 net.cpp:157] Top shape: 1 22 (22) | |
| I0330 00:58:46.666093 10583 net.cpp:157] Top shape: 1 22 (22) | |
| I0330 00:58:46.666103 10583 net.cpp:165] Memory required for data: 32024 | |
| I0330 00:58:46.666115 10583 layer_factory.hpp:77] Creating layer dummy | |
| I0330 00:58:46.666132 10583 net.cpp:106] Creating Layer dummy | |
| I0330 00:58:46.666144 10583 net.cpp:411] dummy -> dummy | |
| I0330 00:58:46.666246 10583 net.cpp:150] Setting up dummy | |
| I0330 00:58:46.666265 10583 net.cpp:157] Top shape: 22 1 1 (22) | |
| I0330 00:58:46.666275 10583 net.cpp:165] Memory required for data: 32112 | |
| I0330 00:58:46.666286 10583 layer_factory.hpp:77] Creating layer dummy_dummy_0_split | |
| I0330 00:58:46.666299 10583 net.cpp:106] Creating Layer dummy_dummy_0_split | |
| I0330 00:58:46.666311 10583 net.cpp:454] dummy_dummy_0_split <- dummy | |
| I0330 00:58:46.666324 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_0 | |
| I0330 00:58:46.666337 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_1 | |
| I0330 00:58:46.666352 10583 net.cpp:411] dummy_dummy_0_split -> dummy_dummy_0_split_2 | |
| I0330 00:58:46.666438 10583 net.cpp:150] Setting up dummy_dummy_0_split | |
| I0330 00:58:46.666455 10583 net.cpp:157] Top shape: 22 1 1 (22) | |
| I0330 00:58:46.666467 10583 net.cpp:157] Top shape: 22 1 1 (22) | |
| I0330 00:58:46.666478 10583 net.cpp:157] Top shape: 22 1 1 (22) | |
| I0330 00:58:46.666488 10583 net.cpp:165] Memory required for data: 32376 | |
| I0330 00:58:46.666498 10583 layer_factory.hpp:77] Creating layer silence | |
| I0330 00:58:46.666513 10583 net.cpp:106] Creating Layer silence | |
| I0330 00:58:46.666525 10583 net.cpp:454] silence <- label2_data_3_split_0 | |
| I0330 00:58:46.666538 10583 net.cpp:150] Setting up silence | |
| I0330 00:58:46.666548 10583 net.cpp:165] Memory required for data: 32376 | |
| I0330 00:58:46.666559 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2 | |
| I0330 00:58:46.666580 10583 net.cpp:106] Creating Layer conv1/7x7_s2 | |
| I0330 00:58:46.666591 10583 net.cpp:454] conv1/7x7_s2 <- data | |
| I0330 00:58:46.666605 10583 net.cpp:411] conv1/7x7_s2 -> conv1/7x7_s2 | |
| I0330 00:58:46.667803 10583 net.cpp:150] Setting up conv1/7x7_s2 | |
| I0330 00:58:46.667836 10583 net.cpp:157] Top shape: 1 64 50 150 (480000) | |
| I0330 00:58:46.667848 10583 net.cpp:165] Memory required for data: 1952376 | |
| I0330 00:58:46.667866 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/bn | |
| I0330 00:58:46.667888 10583 net.cpp:106] Creating Layer conv1/7x7_s2/bn | |
| I0330 00:58:46.667901 10583 net.cpp:454] conv1/7x7_s2/bn <- conv1/7x7_s2 | |
| I0330 00:58:46.667913 10583 net.cpp:397] conv1/7x7_s2/bn -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:46.668370 10583 net.cpp:150] Setting up conv1/7x7_s2/bn | |
| I0330 00:58:46.668401 10583 net.cpp:157] Top shape: 1 64 50 150 (480000) | |
| I0330 00:58:46.668413 10583 net.cpp:165] Memory required for data: 3872376 | |
| I0330 00:58:46.668448 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/scale | |
| I0330 00:58:46.668467 10583 net.cpp:106] Creating Layer conv1/7x7_s2/scale | |
| I0330 00:58:46.668479 10583 net.cpp:454] conv1/7x7_s2/scale <- conv1/7x7_s2 | |
| I0330 00:58:46.668493 10583 net.cpp:397] conv1/7x7_s2/scale -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:46.668556 10583 layer_factory.hpp:77] Creating layer conv1/7x7_s2/scale | |
| I0330 00:58:46.668812 10583 net.cpp:150] Setting up conv1/7x7_s2/scale | |
| I0330 00:58:46.668853 10583 net.cpp:157] Top shape: 1 64 50 150 (480000) | |
| I0330 00:58:46.668874 10583 net.cpp:165] Memory required for data: 5792376 | |
| I0330 00:58:46.668901 10583 layer_factory.hpp:77] Creating layer conv1/relu_7x7 | |
| I0330 00:58:46.668922 10583 net.cpp:106] Creating Layer conv1/relu_7x7 | |
| I0330 00:58:46.668936 10583 net.cpp:454] conv1/relu_7x7 <- conv1/7x7_s2 | |
| I0330 00:58:46.668951 10583 net.cpp:397] conv1/relu_7x7 -> conv1/7x7_s2 (in-place) | |
| I0330 00:58:46.669239 10583 net.cpp:150] Setting up conv1/relu_7x7 | |
| I0330 00:58:46.669270 10583 net.cpp:157] Top shape: 1 64 50 150 (480000) | |
| I0330 00:58:46.669281 10583 net.cpp:165] Memory required for data: 7712376 | |
| I0330 00:58:46.669292 10583 layer_factory.hpp:77] Creating layer pool1/3x3_s2 | |
| I0330 00:58:46.669309 10583 net.cpp:106] Creating Layer pool1/3x3_s2 | |
| I0330 00:58:46.669322 10583 net.cpp:454] pool1/3x3_s2 <- conv1/7x7_s2 | |
| I0330 00:58:46.669335 10583 net.cpp:411] pool1/3x3_s2 -> pool1/3x3_s2 | |
| I0330 00:58:46.669636 10583 net.cpp:150] Setting up pool1/3x3_s2 | |
| I0330 00:58:46.669666 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.669678 10583 net.cpp:165] Memory required for data: 8192376 | |
| I0330 00:58:46.669688 10583 layer_factory.hpp:77] Creating layer pool1/norm1 | |
| I0330 00:58:46.669704 10583 net.cpp:106] Creating Layer pool1/norm1 | |
| I0330 00:58:46.669716 10583 net.cpp:454] pool1/norm1 <- pool1/3x3_s2 | |
| I0330 00:58:46.669729 10583 net.cpp:411] pool1/norm1 -> pool1/norm1 | |
| I0330 00:58:46.670054 10583 net.cpp:150] Setting up pool1/norm1 | |
| I0330 00:58:46.670084 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.670097 10583 net.cpp:165] Memory required for data: 8672376 | |
| I0330 00:58:46.670109 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce | |
| I0330 00:58:46.670126 10583 net.cpp:106] Creating Layer conv2/3x3_reduce | |
| I0330 00:58:46.670140 10583 net.cpp:454] conv2/3x3_reduce <- pool1/norm1 | |
| I0330 00:58:46.670153 10583 net.cpp:411] conv2/3x3_reduce -> conv2/3x3_reduce | |
| I0330 00:58:46.671140 10583 net.cpp:150] Setting up conv2/3x3_reduce | |
| I0330 00:58:46.671172 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.671185 10583 net.cpp:165] Memory required for data: 9152376 | |
| I0330 00:58:46.671198 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/bn | |
| I0330 00:58:46.671216 10583 net.cpp:106] Creating Layer conv2/3x3_reduce/bn | |
| I0330 00:58:46.671228 10583 net.cpp:454] conv2/3x3_reduce/bn <- conv2/3x3_reduce | |
| I0330 00:58:46.671242 10583 net.cpp:397] conv2/3x3_reduce/bn -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:46.671483 10583 net.cpp:150] Setting up conv2/3x3_reduce/bn | |
| I0330 00:58:46.671509 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.671520 10583 net.cpp:165] Memory required for data: 9632376 | |
| I0330 00:58:46.671541 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/scale | |
| I0330 00:58:46.671558 10583 net.cpp:106] Creating Layer conv2/3x3_reduce/scale | |
| I0330 00:58:46.671571 10583 net.cpp:454] conv2/3x3_reduce/scale <- conv2/3x3_reduce | |
| I0330 00:58:46.671582 10583 net.cpp:397] conv2/3x3_reduce/scale -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:46.671641 10583 layer_factory.hpp:77] Creating layer conv2/3x3_reduce/scale | |
| I0330 00:58:46.671833 10583 net.cpp:150] Setting up conv2/3x3_reduce/scale | |
| I0330 00:58:46.671859 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.671870 10583 net.cpp:165] Memory required for data: 10112376 | |
| I0330 00:58:46.671885 10583 layer_factory.hpp:77] Creating layer conv2/relu_3x3_reduce | |
| I0330 00:58:46.671901 10583 net.cpp:106] Creating Layer conv2/relu_3x3_reduce | |
| I0330 00:58:46.671913 10583 net.cpp:454] conv2/relu_3x3_reduce <- conv2/3x3_reduce | |
| I0330 00:58:46.671941 10583 net.cpp:397] conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place) | |
| I0330 00:58:46.672123 10583 net.cpp:150] Setting up conv2/relu_3x3_reduce | |
| I0330 00:58:46.672152 10583 net.cpp:157] Top shape: 1 64 25 75 (120000) | |
| I0330 00:58:46.672170 10583 net.cpp:165] Memory required for data: 10592376 | |
| I0330 00:58:46.672191 10583 layer_factory.hpp:77] Creating layer conv2/3x3 | |
| I0330 00:58:46.672211 10583 net.cpp:106] Creating Layer conv2/3x3 | |
| I0330 00:58:46.672224 10583 net.cpp:454] conv2/3x3 <- conv2/3x3_reduce | |
| I0330 00:58:46.672237 10583 net.cpp:411] conv2/3x3 -> conv2/3x3 | |
| I0330 00:58:46.673846 10583 net.cpp:150] Setting up conv2/3x3 | |
| I0330 00:58:46.673878 10583 net.cpp:157] Top shape: 1 192 25 75 (360000) | |
| I0330 00:58:46.673892 10583 net.cpp:165] Memory required for data: 12032376 | |
| I0330 00:58:46.673904 10583 layer_factory.hpp:77] Creating layer conv2/3x3/bn | |
| I0330 00:58:46.673919 10583 net.cpp:106] Creating Layer conv2/3x3/bn | |
| I0330 00:58:46.673930 10583 net.cpp:454] conv2/3x3/bn <- conv2/3x3 | |
| I0330 00:58:46.673944 10583 net.cpp:397] conv2/3x3/bn -> conv2/3x3 (in-place) | |
| I0330 00:58:46.674190 10583 net.cpp:150] Setting up conv2/3x3/bn | |
| I0330 00:58:46.674219 10583 net.cpp:157] Top shape: 1 192 25 75 (360000) | |
| I0330 00:58:46.674233 10583 net.cpp:165] Memory required for data: 13472376 | |
| I0330 00:58:46.674250 10583 layer_factory.hpp:77] Creating layer conv2/3x3/scale | |
| I0330 00:58:46.674268 10583 net.cpp:106] Creating Layer conv2/3x3/scale | |
| I0330 00:58:46.674280 10583 net.cpp:454] conv2/3x3/scale <- conv2/3x3 | |
| I0330 00:58:46.674293 10583 net.cpp:397] conv2/3x3/scale -> conv2/3x3 (in-place) | |
| I0330 00:58:46.674352 10583 layer_factory.hpp:77] Creating layer conv2/3x3/scale | |
| I0330 00:58:46.674520 10583 net.cpp:150] Setting up conv2/3x3/scale | |
| I0330 00:58:46.674540 10583 net.cpp:157] Top shape: 1 192 25 75 (360000) | |
| I0330 00:58:46.674551 10583 net.cpp:165] Memory required for data: 14912376 | |
| I0330 00:58:46.674569 10583 layer_factory.hpp:77] Creating layer conv2/relu_3x3 | |
| I0330 00:58:46.674587 10583 net.cpp:106] Creating Layer conv2/relu_3x3 | |
| I0330 00:58:46.674598 10583 net.cpp:454] conv2/relu_3x3 <- conv2/3x3 | |
| I0330 00:58:46.674610 10583 net.cpp:397] conv2/relu_3x3 -> conv2/3x3 (in-place) | |
| I0330 00:58:46.674890 10583 net.cpp:150] Setting up conv2/relu_3x3 | |
| I0330 00:58:46.674921 10583 net.cpp:157] Top shape: 1 192 25 75 (360000) | |
| I0330 00:58:46.674932 10583 net.cpp:165] Memory required for data: 16352376 | |
| I0330 00:58:46.674943 10583 layer_factory.hpp:77] Creating layer conv2/norm2 | |
| I0330 00:58:46.674960 10583 net.cpp:106] Creating Layer conv2/norm2 | |
| I0330 00:58:46.674985 10583 net.cpp:454] conv2/norm2 <- conv2/3x3 | |
| I0330 00:58:46.675001 10583 net.cpp:411] conv2/norm2 -> conv2/norm2 | |
| I0330 00:58:46.675233 10583 net.cpp:150] Setting up conv2/norm2 | |
| I0330 00:58:46.675266 10583 net.cpp:157] Top shape: 1 192 25 75 (360000) | |
| I0330 00:58:46.675278 10583 net.cpp:165] Memory required for data: 17792376 | |
| I0330 00:58:46.675289 10583 layer_factory.hpp:77] Creating layer pool2/3x3_s2 | |
| I0330 00:58:46.675305 10583 net.cpp:106] Creating Layer pool2/3x3_s2 | |
| I0330 00:58:46.675318 10583 net.cpp:454] pool2/3x3_s2 <- conv2/norm2 | |
| I0330 00:58:46.675330 10583 net.cpp:411] pool2/3x3_s2 -> pool2/3x3_s2 | |
| I0330 00:58:46.675627 10583 net.cpp:150] Setting up pool2/3x3_s2 | |
| I0330 00:58:46.675657 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.675668 10583 net.cpp:165] Memory required for data: 18133368 | |
| I0330 00:58:46.675683 10583 layer_factory.hpp:77] Creating layer pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:46.675698 10583 net.cpp:106] Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:46.675709 10583 net.cpp:454] pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2 | |
| I0330 00:58:46.675722 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0 | |
| I0330 00:58:46.675737 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1 | |
| I0330 00:58:46.675751 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2 | |
| I0330 00:58:46.675778 10583 net.cpp:411] pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3 | |
| I0330 00:58:46.675863 10583 net.cpp:150] Setting up pool2/3x3_s2_pool2/3x3_s2_0_split | |
| I0330 00:58:46.675882 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.675894 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.675905 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.675916 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.675926 10583 net.cpp:165] Memory required for data: 19497336 | |
| I0330 00:58:46.675936 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1 | |
| I0330 00:58:46.675953 10583 net.cpp:106] Creating Layer inception_3a/1x1 | |
| I0330 00:58:46.675964 10583 net.cpp:454] inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0 | |
| I0330 00:58:46.675981 10583 net.cpp:411] inception_3a/1x1 -> inception_3a/1x1 | |
| I0330 00:58:46.676925 10583 net.cpp:150] Setting up inception_3a/1x1 | |
| I0330 00:58:46.676957 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.676970 10583 net.cpp:165] Memory required for data: 19611000 | |
| I0330 00:58:46.676985 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/bn | |
| I0330 00:58:46.677001 10583 net.cpp:106] Creating Layer inception_3a/1x1/bn | |
| I0330 00:58:46.677013 10583 net.cpp:454] inception_3a/1x1/bn <- inception_3a/1x1 | |
| I0330 00:58:46.677026 10583 net.cpp:397] inception_3a/1x1/bn -> inception_3a/1x1 (in-place) | |
| I0330 00:58:46.677292 10583 net.cpp:150] Setting up inception_3a/1x1/bn | |
| I0330 00:58:46.677328 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.677341 10583 net.cpp:165] Memory required for data: 19724664 | |
| I0330 00:58:46.677361 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/scale | |
| I0330 00:58:46.677376 10583 net.cpp:106] Creating Layer inception_3a/1x1/scale | |
| I0330 00:58:46.677387 10583 net.cpp:454] inception_3a/1x1/scale <- inception_3a/1x1 | |
| I0330 00:58:46.677402 10583 net.cpp:397] inception_3a/1x1/scale -> inception_3a/1x1 (in-place) | |
| I0330 00:58:46.677464 10583 layer_factory.hpp:77] Creating layer inception_3a/1x1/scale | |
| I0330 00:58:46.677644 10583 net.cpp:150] Setting up inception_3a/1x1/scale | |
| I0330 00:58:46.677670 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.677681 10583 net.cpp:165] Memory required for data: 19838328 | |
| I0330 00:58:46.677696 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_1x1 | |
| I0330 00:58:46.677711 10583 net.cpp:106] Creating Layer inception_3a/relu_1x1 | |
| I0330 00:58:46.677724 10583 net.cpp:454] inception_3a/relu_1x1 <- inception_3a/1x1 | |
| I0330 00:58:46.677736 10583 net.cpp:397] inception_3a/relu_1x1 -> inception_3a/1x1 (in-place) | |
| I0330 00:58:46.678022 10583 net.cpp:150] Setting up inception_3a/relu_1x1 | |
| I0330 00:58:46.678052 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.678063 10583 net.cpp:165] Memory required for data: 19951992 | |
| I0330 00:58:46.678074 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce | |
| I0330 00:58:46.678092 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce | |
| I0330 00:58:46.678103 10583 net.cpp:454] inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1 | |
| I0330 00:58:46.678119 10583 net.cpp:411] inception_3a/3x3_reduce -> inception_3a/3x3_reduce | |
| I0330 00:58:46.679215 10583 net.cpp:150] Setting up inception_3a/3x3_reduce | |
| I0330 00:58:46.679247 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.679260 10583 net.cpp:165] Memory required for data: 20122488 | |
| I0330 00:58:46.679272 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/bn | |
| I0330 00:58:46.679288 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce/bn | |
| I0330 00:58:46.679301 10583 net.cpp:454] inception_3a/3x3_reduce/bn <- inception_3a/3x3_reduce | |
| I0330 00:58:46.679316 10583 net.cpp:397] inception_3a/3x3_reduce/bn -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:46.679582 10583 net.cpp:150] Setting up inception_3a/3x3_reduce/bn | |
| I0330 00:58:46.679610 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.679622 10583 net.cpp:165] Memory required for data: 20292984 | |
| I0330 00:58:46.679639 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:46.679671 10583 net.cpp:106] Creating Layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:46.679683 10583 net.cpp:454] inception_3a/3x3_reduce/scale <- inception_3a/3x3_reduce | |
| I0330 00:58:46.679697 10583 net.cpp:397] inception_3a/3x3_reduce/scale -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:46.679757 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3_reduce/scale | |
| I0330 00:58:46.679927 10583 net.cpp:150] Setting up inception_3a/3x3_reduce/scale | |
| I0330 00:58:46.679946 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.679957 10583 net.cpp:165] Memory required for data: 20463480 | |
| I0330 00:58:46.679971 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3_reduce | |
| I0330 00:58:46.679987 10583 net.cpp:106] Creating Layer inception_3a/relu_3x3_reduce | |
| I0330 00:58:46.679999 10583 net.cpp:454] inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce | |
| I0330 00:58:46.680011 10583 net.cpp:397] inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place) | |
| I0330 00:58:46.680186 10583 net.cpp:150] Setting up inception_3a/relu_3x3_reduce | |
| I0330 00:58:46.680207 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.680217 10583 net.cpp:165] Memory required for data: 20633976 | |
| I0330 00:58:46.680230 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3 | |
| I0330 00:58:46.680250 10583 net.cpp:106] Creating Layer inception_3a/3x3 | |
| I0330 00:58:46.680263 10583 net.cpp:454] inception_3a/3x3 <- inception_3a/3x3_reduce | |
| I0330 00:58:46.680276 10583 net.cpp:411] inception_3a/3x3 -> inception_3a/3x3 | |
| I0330 00:58:46.682281 10583 net.cpp:150] Setting up inception_3a/3x3 | |
| I0330 00:58:46.682314 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.682327 10583 net.cpp:165] Memory required for data: 20861304 | |
| I0330 00:58:46.682339 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/bn | |
| I0330 00:58:46.682356 10583 net.cpp:106] Creating Layer inception_3a/3x3/bn | |
| I0330 00:58:46.682369 10583 net.cpp:454] inception_3a/3x3/bn <- inception_3a/3x3 | |
| I0330 00:58:46.682382 10583 net.cpp:397] inception_3a/3x3/bn -> inception_3a/3x3 (in-place) | |
| I0330 00:58:46.682618 10583 net.cpp:150] Setting up inception_3a/3x3/bn | |
| I0330 00:58:46.682646 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.682657 10583 net.cpp:165] Memory required for data: 21088632 | |
| I0330 00:58:46.682677 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/scale | |
| I0330 00:58:46.682693 10583 net.cpp:106] Creating Layer inception_3a/3x3/scale | |
| I0330 00:58:46.682704 10583 net.cpp:454] inception_3a/3x3/scale <- inception_3a/3x3 | |
| I0330 00:58:46.682719 10583 net.cpp:397] inception_3a/3x3/scale -> inception_3a/3x3 (in-place) | |
| I0330 00:58:46.682778 10583 layer_factory.hpp:77] Creating layer inception_3a/3x3/scale | |
| I0330 00:58:46.682996 10583 net.cpp:150] Setting up inception_3a/3x3/scale | |
| I0330 00:58:46.683034 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.683058 10583 net.cpp:165] Memory required for data: 21315960 | |
| I0330 00:58:46.683085 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_3x3 | |
| I0330 00:58:46.683104 10583 net.cpp:106] Creating Layer inception_3a/relu_3x3 | |
| I0330 00:58:46.683125 10583 net.cpp:454] inception_3a/relu_3x3 <- inception_3a/3x3 | |
| I0330 00:58:46.683150 10583 net.cpp:397] inception_3a/relu_3x3 -> inception_3a/3x3 (in-place) | |
| I0330 00:58:46.683444 10583 net.cpp:150] Setting up inception_3a/relu_3x3 | |
| I0330 00:58:46.683475 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.683486 10583 net.cpp:165] Memory required for data: 21543288 | |
| I0330 00:58:46.683497 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce | |
| I0330 00:58:46.683514 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce | |
| I0330 00:58:46.683526 10583 net.cpp:454] inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2 | |
| I0330 00:58:46.683543 10583 net.cpp:411] inception_3a/5x5_reduce -> inception_3a/5x5_reduce | |
| I0330 00:58:46.684420 10583 net.cpp:150] Setting up inception_3a/5x5_reduce | |
| I0330 00:58:46.684453 10583 net.cpp:157] Top shape: 1 16 12 37 (7104) | |
| I0330 00:58:46.684478 10583 net.cpp:165] Memory required for data: 21571704 | |
| I0330 00:58:46.684495 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/bn | |
| I0330 00:58:46.684511 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce/bn | |
| I0330 00:58:46.684522 10583 net.cpp:454] inception_3a/5x5_reduce/bn <- inception_3a/5x5_reduce | |
| I0330 00:58:46.684536 10583 net.cpp:397] inception_3a/5x5_reduce/bn -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:46.684801 10583 net.cpp:150] Setting up inception_3a/5x5_reduce/bn | |
| I0330 00:58:46.684828 10583 net.cpp:157] Top shape: 1 16 12 37 (7104) | |
| I0330 00:58:46.684839 10583 net.cpp:165] Memory required for data: 21600120 | |
| I0330 00:58:46.684855 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:46.684870 10583 net.cpp:106] Creating Layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:46.684882 10583 net.cpp:454] inception_3a/5x5_reduce/scale <- inception_3a/5x5_reduce | |
| I0330 00:58:46.684895 10583 net.cpp:397] inception_3a/5x5_reduce/scale -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:46.684954 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5_reduce/scale | |
| I0330 00:58:46.685127 10583 net.cpp:150] Setting up inception_3a/5x5_reduce/scale | |
| I0330 00:58:46.685155 10583 net.cpp:157] Top shape: 1 16 12 37 (7104) | |
| I0330 00:58:46.685166 10583 net.cpp:165] Memory required for data: 21628536 | |
| I0330 00:58:46.685180 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5_reduce | |
| I0330 00:58:46.685195 10583 net.cpp:106] Creating Layer inception_3a/relu_5x5_reduce | |
| I0330 00:58:46.685206 10583 net.cpp:454] inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce | |
| I0330 00:58:46.685219 10583 net.cpp:397] inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place) | |
| I0330 00:58:46.685500 10583 net.cpp:150] Setting up inception_3a/relu_5x5_reduce | |
| I0330 00:58:46.685529 10583 net.cpp:157] Top shape: 1 16 12 37 (7104) | |
| I0330 00:58:46.685541 10583 net.cpp:165] Memory required for data: 21656952 | |
| I0330 00:58:46.685554 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5 | |
| I0330 00:58:46.685573 10583 net.cpp:106] Creating Layer inception_3a/5x5 | |
| I0330 00:58:46.685586 10583 net.cpp:454] inception_3a/5x5 <- inception_3a/5x5_reduce | |
| I0330 00:58:46.685600 10583 net.cpp:411] inception_3a/5x5 -> inception_3a/5x5 | |
| I0330 00:58:46.686686 10583 net.cpp:150] Setting up inception_3a/5x5 | |
| I0330 00:58:46.686718 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.686730 10583 net.cpp:165] Memory required for data: 21713784 | |
| I0330 00:58:46.686744 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/bn | |
| I0330 00:58:46.686760 10583 net.cpp:106] Creating Layer inception_3a/5x5/bn | |
| I0330 00:58:46.686772 10583 net.cpp:454] inception_3a/5x5/bn <- inception_3a/5x5 | |
| I0330 00:58:46.686789 10583 net.cpp:397] inception_3a/5x5/bn -> inception_3a/5x5 (in-place) | |
| I0330 00:58:46.687082 10583 net.cpp:150] Setting up inception_3a/5x5/bn | |
| I0330 00:58:46.687109 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.687120 10583 net.cpp:165] Memory required for data: 21770616 | |
| I0330 00:58:46.687136 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/scale | |
| I0330 00:58:46.687155 10583 net.cpp:106] Creating Layer inception_3a/5x5/scale | |
| I0330 00:58:46.687166 10583 net.cpp:454] inception_3a/5x5/scale <- inception_3a/5x5 | |
| I0330 00:58:46.687180 10583 net.cpp:397] inception_3a/5x5/scale -> inception_3a/5x5 (in-place) | |
| I0330 00:58:46.687247 10583 layer_factory.hpp:77] Creating layer inception_3a/5x5/scale | |
| I0330 00:58:46.687456 10583 net.cpp:150] Setting up inception_3a/5x5/scale | |
| I0330 00:58:46.687484 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.687494 10583 net.cpp:165] Memory required for data: 21827448 | |
| I0330 00:58:46.687510 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_5x5 | |
| I0330 00:58:46.687527 10583 net.cpp:106] Creating Layer inception_3a/relu_5x5 | |
| I0330 00:58:46.687541 10583 net.cpp:454] inception_3a/relu_5x5 <- inception_3a/5x5 | |
| I0330 00:58:46.687553 10583 net.cpp:397] inception_3a/relu_5x5 -> inception_3a/5x5 (in-place) | |
| I0330 00:58:46.687750 10583 net.cpp:150] Setting up inception_3a/relu_5x5 | |
| I0330 00:58:46.687772 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.687783 10583 net.cpp:165] Memory required for data: 21884280 | |
| I0330 00:58:46.687793 10583 layer_factory.hpp:77] Creating layer inception_3a/pool | |
| I0330 00:58:46.687808 10583 net.cpp:106] Creating Layer inception_3a/pool | |
| I0330 00:58:46.687819 10583 net.cpp:454] inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3 | |
| I0330 00:58:46.687834 10583 net.cpp:411] inception_3a/pool -> inception_3a/pool | |
| I0330 00:58:46.687902 10583 net.cpp:150] Setting up inception_3a/pool | |
| I0330 00:58:46.687922 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.687932 10583 net.cpp:165] Memory required for data: 22225272 | |
| I0330 00:58:46.687942 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj | |
| I0330 00:58:46.687964 10583 net.cpp:106] Creating Layer inception_3a/pool_proj | |
| I0330 00:58:46.687978 10583 net.cpp:454] inception_3a/pool_proj <- inception_3a/pool | |
| I0330 00:58:46.687990 10583 net.cpp:411] inception_3a/pool_proj -> inception_3a/pool_proj | |
| I0330 00:58:46.689178 10583 net.cpp:150] Setting up inception_3a/pool_proj | |
| I0330 00:58:46.689211 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.689224 10583 net.cpp:165] Memory required for data: 22282104 | |
| I0330 00:58:46.689239 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/bn | |
| I0330 00:58:46.689257 10583 net.cpp:106] Creating Layer inception_3a/pool_proj/bn | |
| I0330 00:58:46.689270 10583 net.cpp:454] inception_3a/pool_proj/bn <- inception_3a/pool_proj | |
| I0330 00:58:46.689283 10583 net.cpp:397] inception_3a/pool_proj/bn -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:46.689554 10583 net.cpp:150] Setting up inception_3a/pool_proj/bn | |
| I0330 00:58:46.689581 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.689592 10583 net.cpp:165] Memory required for data: 22338936 | |
| I0330 00:58:46.689609 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/scale | |
| I0330 00:58:46.689622 10583 net.cpp:106] Creating Layer inception_3a/pool_proj/scale | |
| I0330 00:58:46.689635 10583 net.cpp:454] inception_3a/pool_proj/scale <- inception_3a/pool_proj | |
| I0330 00:58:46.689647 10583 net.cpp:397] inception_3a/pool_proj/scale -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:46.689713 10583 layer_factory.hpp:77] Creating layer inception_3a/pool_proj/scale | |
| I0330 00:58:46.689903 10583 net.cpp:150] Setting up inception_3a/pool_proj/scale | |
| I0330 00:58:46.689931 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.689944 10583 net.cpp:165] Memory required for data: 22395768 | |
| I0330 00:58:46.689957 10583 layer_factory.hpp:77] Creating layer inception_3a/relu_pool_proj | |
| I0330 00:58:46.689975 10583 net.cpp:106] Creating Layer inception_3a/relu_pool_proj | |
| I0330 00:58:46.689986 10583 net.cpp:454] inception_3a/relu_pool_proj <- inception_3a/pool_proj | |
| I0330 00:58:46.690001 10583 net.cpp:397] inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place) | |
| I0330 00:58:46.690300 10583 net.cpp:150] Setting up inception_3a/relu_pool_proj | |
| I0330 00:58:46.690330 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.690342 10583 net.cpp:165] Memory required for data: 22452600 | |
| I0330 00:58:46.690353 10583 layer_factory.hpp:77] Creating layer inception_3a/output | |
| I0330 00:58:46.690369 10583 net.cpp:106] Creating Layer inception_3a/output | |
| I0330 00:58:46.690382 10583 net.cpp:454] inception_3a/output <- inception_3a/1x1 | |
| I0330 00:58:46.690394 10583 net.cpp:454] inception_3a/output <- inception_3a/3x3 | |
| I0330 00:58:46.690409 10583 net.cpp:454] inception_3a/output <- inception_3a/5x5 | |
| I0330 00:58:46.690420 10583 net.cpp:454] inception_3a/output <- inception_3a/pool_proj | |
| I0330 00:58:46.690433 10583 net.cpp:411] inception_3a/output -> inception_3a/output | |
| I0330 00:58:46.690480 10583 net.cpp:150] Setting up inception_3a/output | |
| I0330 00:58:46.690498 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.690508 10583 net.cpp:165] Memory required for data: 22907256 | |
| I0330 00:58:46.690520 10583 layer_factory.hpp:77] Creating layer inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:46.690546 10583 net.cpp:106] Creating Layer inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:46.690557 10583 net.cpp:454] inception_3a/output_inception_3a/output_0_split <- inception_3a/output | |
| I0330 00:58:46.690573 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0 | |
| I0330 00:58:46.690593 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1 | |
| I0330 00:58:46.690608 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2 | |
| I0330 00:58:46.690621 10583 net.cpp:411] inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3 | |
| I0330 00:58:46.690713 10583 net.cpp:150] Setting up inception_3a/output_inception_3a/output_0_split | |
| I0330 00:58:46.690732 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.690743 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.690754 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.690767 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.690775 10583 net.cpp:165] Memory required for data: 24725880 | |
| I0330 00:58:46.690786 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1 | |
| I0330 00:58:46.690804 10583 net.cpp:106] Creating Layer inception_3b/1x1 | |
| I0330 00:58:46.690816 10583 net.cpp:454] inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0 | |
| I0330 00:58:46.690830 10583 net.cpp:411] inception_3b/1x1 -> inception_3b/1x1 | |
| I0330 00:58:46.691995 10583 net.cpp:150] Setting up inception_3b/1x1 | |
| I0330 00:58:46.692031 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.692044 10583 net.cpp:165] Memory required for data: 24953208 | |
| I0330 00:58:46.692059 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/bn | |
| I0330 00:58:46.692076 10583 net.cpp:106] Creating Layer inception_3b/1x1/bn | |
| I0330 00:58:46.692088 10583 net.cpp:454] inception_3b/1x1/bn <- inception_3b/1x1 | |
| I0330 00:58:46.692102 10583 net.cpp:397] inception_3b/1x1/bn -> inception_3b/1x1 (in-place) | |
| I0330 00:58:46.692364 10583 net.cpp:150] Setting up inception_3b/1x1/bn | |
| I0330 00:58:46.692390 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.692401 10583 net.cpp:165] Memory required for data: 25180536 | |
| I0330 00:58:46.692420 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/scale | |
| I0330 00:58:46.692435 10583 net.cpp:106] Creating Layer inception_3b/1x1/scale | |
| I0330 00:58:46.692446 10583 net.cpp:454] inception_3b/1x1/scale <- inception_3b/1x1 | |
| I0330 00:58:46.692461 10583 net.cpp:397] inception_3b/1x1/scale -> inception_3b/1x1 (in-place) | |
| I0330 00:58:46.692529 10583 layer_factory.hpp:77] Creating layer inception_3b/1x1/scale | |
| I0330 00:58:46.692705 10583 net.cpp:150] Setting up inception_3b/1x1/scale | |
| I0330 00:58:46.692733 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.692744 10583 net.cpp:165] Memory required for data: 25407864 | |
| I0330 00:58:46.692759 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_1x1 | |
| I0330 00:58:46.692772 10583 net.cpp:106] Creating Layer inception_3b/relu_1x1 | |
| I0330 00:58:46.692783 10583 net.cpp:454] inception_3b/relu_1x1 <- inception_3b/1x1 | |
| I0330 00:58:46.692798 10583 net.cpp:397] inception_3b/relu_1x1 -> inception_3b/1x1 (in-place) | |
| I0330 00:58:46.693095 10583 net.cpp:150] Setting up inception_3b/relu_1x1 | |
| I0330 00:58:46.693125 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.693136 10583 net.cpp:165] Memory required for data: 25635192 | |
| I0330 00:58:46.693147 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce | |
| I0330 00:58:46.693166 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce | |
| I0330 00:58:46.693179 10583 net.cpp:454] inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1 | |
| I0330 00:58:46.693195 10583 net.cpp:411] inception_3b/3x3_reduce -> inception_3b/3x3_reduce | |
| I0330 00:58:46.694891 10583 net.cpp:150] Setting up inception_3b/3x3_reduce | |
| I0330 00:58:46.694937 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.694950 10583 net.cpp:165] Memory required for data: 25862520 | |
| I0330 00:58:46.694964 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/bn | |
| I0330 00:58:46.694999 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce/bn | |
| I0330 00:58:46.695014 10583 net.cpp:454] inception_3b/3x3_reduce/bn <- inception_3b/3x3_reduce | |
| I0330 00:58:46.695027 10583 net.cpp:397] inception_3b/3x3_reduce/bn -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:46.695299 10583 net.cpp:150] Setting up inception_3b/3x3_reduce/bn | |
| I0330 00:58:46.695327 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.695338 10583 net.cpp:165] Memory required for data: 26089848 | |
| I0330 00:58:46.695355 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:46.695374 10583 net.cpp:106] Creating Layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:46.695386 10583 net.cpp:454] inception_3b/3x3_reduce/scale <- inception_3b/3x3_reduce | |
| I0330 00:58:46.695399 10583 net.cpp:397] inception_3b/3x3_reduce/scale -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:46.695464 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3_reduce/scale | |
| I0330 00:58:46.695647 10583 net.cpp:150] Setting up inception_3b/3x3_reduce/scale | |
| I0330 00:58:46.695674 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.695686 10583 net.cpp:165] Memory required for data: 26317176 | |
| I0330 00:58:46.695713 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3_reduce | |
| I0330 00:58:46.695730 10583 net.cpp:106] Creating Layer inception_3b/relu_3x3_reduce | |
| I0330 00:58:46.695742 10583 net.cpp:454] inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce | |
| I0330 00:58:46.695757 10583 net.cpp:397] inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place) | |
| I0330 00:58:46.695946 10583 net.cpp:150] Setting up inception_3b/relu_3x3_reduce | |
| I0330 00:58:46.695973 10583 net.cpp:157] Top shape: 1 128 12 37 (56832) | |
| I0330 00:58:46.695984 10583 net.cpp:165] Memory required for data: 26544504 | |
| I0330 00:58:46.695998 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3 | |
| I0330 00:58:46.696018 10583 net.cpp:106] Creating Layer inception_3b/3x3 | |
| I0330 00:58:46.696032 10583 net.cpp:454] inception_3b/3x3 <- inception_3b/3x3_reduce | |
| I0330 00:58:46.696048 10583 net.cpp:411] inception_3b/3x3 -> inception_3b/3x3 | |
| I0330 00:58:46.698990 10583 net.cpp:150] Setting up inception_3b/3x3 | |
| I0330 00:58:46.699026 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.699040 10583 net.cpp:165] Memory required for data: 26885496 | |
| I0330 00:58:46.699055 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/bn | |
| I0330 00:58:46.699072 10583 net.cpp:106] Creating Layer inception_3b/3x3/bn | |
| I0330 00:58:46.699085 10583 net.cpp:454] inception_3b/3x3/bn <- inception_3b/3x3 | |
| I0330 00:58:46.699100 10583 net.cpp:397] inception_3b/3x3/bn -> inception_3b/3x3 (in-place) | |
| I0330 00:58:46.699376 10583 net.cpp:150] Setting up inception_3b/3x3/bn | |
| I0330 00:58:46.699405 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.699417 10583 net.cpp:165] Memory required for data: 27226488 | |
| I0330 00:58:46.699434 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/scale | |
| I0330 00:58:46.699448 10583 net.cpp:106] Creating Layer inception_3b/3x3/scale | |
| I0330 00:58:46.699460 10583 net.cpp:454] inception_3b/3x3/scale <- inception_3b/3x3 | |
| I0330 00:58:46.699475 10583 net.cpp:397] inception_3b/3x3/scale -> inception_3b/3x3 (in-place) | |
| I0330 00:58:46.699545 10583 layer_factory.hpp:77] Creating layer inception_3b/3x3/scale | |
| I0330 00:58:46.699734 10583 net.cpp:150] Setting up inception_3b/3x3/scale | |
| I0330 00:58:46.699756 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.699767 10583 net.cpp:165] Memory required for data: 27567480 | |
| I0330 00:58:46.699781 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_3x3 | |
| I0330 00:58:46.699796 10583 net.cpp:106] Creating Layer inception_3b/relu_3x3 | |
| I0330 00:58:46.699808 10583 net.cpp:454] inception_3b/relu_3x3 <- inception_3b/3x3 | |
| I0330 00:58:46.699834 10583 net.cpp:397] inception_3b/relu_3x3 -> inception_3b/3x3 (in-place) | |
| I0330 00:58:46.700144 10583 net.cpp:150] Setting up inception_3b/relu_3x3 | |
| I0330 00:58:46.700175 10583 net.cpp:157] Top shape: 1 192 12 37 (85248) | |
| I0330 00:58:46.700186 10583 net.cpp:165] Memory required for data: 27908472 | |
| I0330 00:58:46.700196 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce | |
| I0330 00:58:46.700215 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce | |
| I0330 00:58:46.700228 10583 net.cpp:454] inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2 | |
| I0330 00:58:46.700245 10583 net.cpp:411] inception_3b/5x5_reduce -> inception_3b/5x5_reduce | |
| I0330 00:58:46.701730 10583 net.cpp:150] Setting up inception_3b/5x5_reduce | |
| I0330 00:58:46.701763 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.701776 10583 net.cpp:165] Memory required for data: 27965304 | |
| I0330 00:58:46.701792 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/bn | |
| I0330 00:58:46.701819 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce/bn | |
| I0330 00:58:46.701833 10583 net.cpp:454] inception_3b/5x5_reduce/bn <- inception_3b/5x5_reduce | |
| I0330 00:58:46.701848 10583 net.cpp:397] inception_3b/5x5_reduce/bn -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:46.702133 10583 net.cpp:150] Setting up inception_3b/5x5_reduce/bn | |
| I0330 00:58:46.702160 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.702172 10583 net.cpp:165] Memory required for data: 28022136 | |
| I0330 00:58:46.702188 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:46.702203 10583 net.cpp:106] Creating Layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:46.702215 10583 net.cpp:454] inception_3b/5x5_reduce/scale <- inception_3b/5x5_reduce | |
| I0330 00:58:46.702229 10583 net.cpp:397] inception_3b/5x5_reduce/scale -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:46.702296 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5_reduce/scale | |
| I0330 00:58:46.702488 10583 net.cpp:150] Setting up inception_3b/5x5_reduce/scale | |
| I0330 00:58:46.702519 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.702532 10583 net.cpp:165] Memory required for data: 28078968 | |
| I0330 00:58:46.702549 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5_reduce | |
| I0330 00:58:46.702564 10583 net.cpp:106] Creating Layer inception_3b/relu_5x5_reduce | |
| I0330 00:58:46.702576 10583 net.cpp:454] inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce | |
| I0330 00:58:46.702589 10583 net.cpp:397] inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place) | |
| I0330 00:58:46.702888 10583 net.cpp:150] Setting up inception_3b/relu_5x5_reduce | |
| I0330 00:58:46.702919 10583 net.cpp:157] Top shape: 1 32 12 37 (14208) | |
| I0330 00:58:46.702929 10583 net.cpp:165] Memory required for data: 28135800 | |
| I0330 00:58:46.702940 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5 | |
| I0330 00:58:46.702960 10583 net.cpp:106] Creating Layer inception_3b/5x5 | |
| I0330 00:58:46.702985 10583 net.cpp:454] inception_3b/5x5 <- inception_3b/5x5_reduce | |
| I0330 00:58:46.703006 10583 net.cpp:411] inception_3b/5x5 -> inception_3b/5x5 | |
| I0330 00:58:46.704509 10583 net.cpp:150] Setting up inception_3b/5x5 | |
| I0330 00:58:46.704542 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.704555 10583 net.cpp:165] Memory required for data: 28306296 | |
| I0330 00:58:46.704571 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/bn | |
| I0330 00:58:46.704588 10583 net.cpp:106] Creating Layer inception_3b/5x5/bn | |
| I0330 00:58:46.704602 10583 net.cpp:454] inception_3b/5x5/bn <- inception_3b/5x5 | |
| I0330 00:58:46.704614 10583 net.cpp:397] inception_3b/5x5/bn -> inception_3b/5x5 (in-place) | |
| I0330 00:58:46.704910 10583 net.cpp:150] Setting up inception_3b/5x5/bn | |
| I0330 00:58:46.704936 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.704947 10583 net.cpp:165] Memory required for data: 28476792 | |
| I0330 00:58:46.704963 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/scale | |
| I0330 00:58:46.704978 10583 net.cpp:106] Creating Layer inception_3b/5x5/scale | |
| I0330 00:58:46.705003 10583 net.cpp:454] inception_3b/5x5/scale <- inception_3b/5x5 | |
| I0330 00:58:46.705018 10583 net.cpp:397] inception_3b/5x5/scale -> inception_3b/5x5 (in-place) | |
| I0330 00:58:46.705093 10583 layer_factory.hpp:77] Creating layer inception_3b/5x5/scale | |
| I0330 00:58:46.705802 10583 net.cpp:150] Setting up inception_3b/5x5/scale | |
| I0330 00:58:46.705833 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.705844 10583 net.cpp:165] Memory required for data: 28647288 | |
| I0330 00:58:46.705859 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_5x5 | |
| I0330 00:58:46.705879 10583 net.cpp:106] Creating Layer inception_3b/relu_5x5 | |
| I0330 00:58:46.705893 10583 net.cpp:454] inception_3b/relu_5x5 <- inception_3b/5x5 | |
| I0330 00:58:46.705905 10583 net.cpp:397] inception_3b/relu_5x5 -> inception_3b/5x5 (in-place) | |
| I0330 00:58:46.706099 10583 net.cpp:150] Setting up inception_3b/relu_5x5 | |
| I0330 00:58:46.706120 10583 net.cpp:157] Top shape: 1 96 12 37 (42624) | |
| I0330 00:58:46.706135 10583 net.cpp:165] Memory required for data: 28817784 | |
| I0330 00:58:46.706146 10583 layer_factory.hpp:77] Creating layer inception_3b/pool | |
| I0330 00:58:46.706162 10583 net.cpp:106] Creating Layer inception_3b/pool | |
| I0330 00:58:46.706174 10583 net.cpp:454] inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3 | |
| I0330 00:58:46.706188 10583 net.cpp:411] inception_3b/pool -> inception_3b/pool | |
| I0330 00:58:46.706248 10583 net.cpp:150] Setting up inception_3b/pool | |
| I0330 00:58:46.706265 10583 net.cpp:157] Top shape: 1 256 12 37 (113664) | |
| I0330 00:58:46.706276 10583 net.cpp:165] Memory required for data: 29272440 | |
| I0330 00:58:46.706287 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj | |
| I0330 00:58:46.706306 10583 net.cpp:106] Creating Layer inception_3b/pool_proj | |
| I0330 00:58:46.706318 10583 net.cpp:454] inception_3b/pool_proj <- inception_3b/pool | |
| I0330 00:58:46.706332 10583 net.cpp:411] inception_3b/pool_proj -> inception_3b/pool_proj | |
| I0330 00:58:46.707461 10583 net.cpp:150] Setting up inception_3b/pool_proj | |
| I0330 00:58:46.707494 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.707506 10583 net.cpp:165] Memory required for data: 29386104 | |
| I0330 00:58:46.707521 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/bn | |
| I0330 00:58:46.707540 10583 net.cpp:106] Creating Layer inception_3b/pool_proj/bn | |
| I0330 00:58:46.707552 10583 net.cpp:454] inception_3b/pool_proj/bn <- inception_3b/pool_proj | |
| I0330 00:58:46.707566 10583 net.cpp:397] inception_3b/pool_proj/bn -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:46.707792 10583 net.cpp:150] Setting up inception_3b/pool_proj/bn | |
| I0330 00:58:46.707823 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.707834 10583 net.cpp:165] Memory required for data: 29499768 | |
| I0330 00:58:46.707850 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/scale | |
| I0330 00:58:46.707864 10583 net.cpp:106] Creating Layer inception_3b/pool_proj/scale | |
| I0330 00:58:46.707876 10583 net.cpp:454] inception_3b/pool_proj/scale <- inception_3b/pool_proj | |
| I0330 00:58:46.707890 10583 net.cpp:397] inception_3b/pool_proj/scale -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:46.707947 10583 layer_factory.hpp:77] Creating layer inception_3b/pool_proj/scale | |
| I0330 00:58:46.708119 10583 net.cpp:150] Setting up inception_3b/pool_proj/scale | |
| I0330 00:58:46.708143 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.708155 10583 net.cpp:165] Memory required for data: 29613432 | |
| I0330 00:58:46.708169 10583 layer_factory.hpp:77] Creating layer inception_3b/relu_pool_proj | |
| I0330 00:58:46.708184 10583 net.cpp:106] Creating Layer inception_3b/relu_pool_proj | |
| I0330 00:58:46.708194 10583 net.cpp:454] inception_3b/relu_pool_proj <- inception_3b/pool_proj | |
| I0330 00:58:46.708209 10583 net.cpp:397] inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place) | |
| I0330 00:58:46.708515 10583 net.cpp:150] Setting up inception_3b/relu_pool_proj | |
| I0330 00:58:46.708545 10583 net.cpp:157] Top shape: 1 64 12 37 (28416) | |
| I0330 00:58:46.708557 10583 net.cpp:165] Memory required for data: 29727096 | |
| I0330 00:58:46.708581 10583 layer_factory.hpp:77] Creating layer inception_3b/output | |
| I0330 00:58:46.708597 10583 net.cpp:106] Creating Layer inception_3b/output | |
| I0330 00:58:46.708609 10583 net.cpp:454] inception_3b/output <- inception_3b/1x1 | |
| I0330 00:58:46.708621 10583 net.cpp:454] inception_3b/output <- inception_3b/3x3 | |
| I0330 00:58:46.708633 10583 net.cpp:454] inception_3b/output <- inception_3b/5x5 | |
| I0330 00:58:46.708644 10583 net.cpp:454] inception_3b/output <- inception_3b/pool_proj | |
| I0330 00:58:46.708659 10583 net.cpp:411] inception_3b/output -> inception_3b/output | |
| I0330 00:58:46.708703 10583 net.cpp:150] Setting up inception_3b/output | |
| I0330 00:58:46.708719 10583 net.cpp:157] Top shape: 1 480 12 37 (213120) | |
| I0330 00:58:46.708729 10583 net.cpp:165] Memory required for data: 30579576 | |
| I0330 00:58:46.708741 10583 layer_factory.hpp:77] Creating layer pool3/3x3_s2 | |
| I0330 00:58:46.708756 10583 net.cpp:106] Creating Layer pool3/3x3_s2 | |
| I0330 00:58:46.708767 10583 net.cpp:454] pool3/3x3_s2 <- inception_3b/output | |
| I0330 00:58:46.708781 10583 net.cpp:411] pool3/3x3_s2 -> pool3/3x3_s2 | |
| I0330 00:58:46.708834 10583 net.cpp:150] Setting up pool3/3x3_s2 | |
| I0330 00:58:46.708854 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.708865 10583 net.cpp:165] Memory required for data: 30786936 | |
| I0330 00:58:46.708878 10583 layer_factory.hpp:77] Creating layer pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:46.708894 10583 net.cpp:106] Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:46.708904 10583 net.cpp:454] pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2 | |
| I0330 00:58:46.708917 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0 | |
| I0330 00:58:46.708931 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1 | |
| I0330 00:58:46.708945 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2 | |
| I0330 00:58:46.708961 10583 net.cpp:411] pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3 | |
| I0330 00:58:46.709033 10583 net.cpp:150] Setting up pool3/3x3_s2_pool3/3x3_s2_0_split | |
| I0330 00:58:46.709051 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.709065 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.709079 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.709089 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.709100 10583 net.cpp:165] Memory required for data: 31616376 | |
| I0330 00:58:46.709110 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1 | |
| I0330 00:58:46.709127 10583 net.cpp:106] Creating Layer inception_4a/1x1 | |
| I0330 00:58:46.709141 10583 net.cpp:454] inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0 | |
| I0330 00:58:46.709153 10583 net.cpp:411] inception_4a/1x1 -> inception_4a/1x1 | |
| I0330 00:58:46.710643 10583 net.cpp:150] Setting up inception_4a/1x1 | |
| I0330 00:58:46.710675 10583 net.cpp:157] Top shape: 1 192 6 18 (20736) | |
| I0330 00:58:46.710687 10583 net.cpp:165] Memory required for data: 31699320 | |
| I0330 00:58:46.710701 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/bn | |
| I0330 00:58:46.710718 10583 net.cpp:106] Creating Layer inception_4a/1x1/bn | |
| I0330 00:58:46.710731 10583 net.cpp:454] inception_4a/1x1/bn <- inception_4a/1x1 | |
| I0330 00:58:46.710743 10583 net.cpp:397] inception_4a/1x1/bn -> inception_4a/1x1 (in-place) | |
| I0330 00:58:46.710986 10583 net.cpp:150] Setting up inception_4a/1x1/bn | |
| I0330 00:58:46.711012 10583 net.cpp:157] Top shape: 1 192 6 18 (20736) | |
| I0330 00:58:46.711024 10583 net.cpp:165] Memory required for data: 31782264 | |
| I0330 00:58:46.711042 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/scale | |
| I0330 00:58:46.711057 10583 net.cpp:106] Creating Layer inception_4a/1x1/scale | |
| I0330 00:58:46.711069 10583 net.cpp:454] inception_4a/1x1/scale <- inception_4a/1x1 | |
| I0330 00:58:46.711082 10583 net.cpp:397] inception_4a/1x1/scale -> inception_4a/1x1 (in-place) | |
| I0330 00:58:46.711139 10583 layer_factory.hpp:77] Creating layer inception_4a/1x1/scale | |
| I0330 00:58:46.711287 10583 net.cpp:150] Setting up inception_4a/1x1/scale | |
| I0330 00:58:46.711324 10583 net.cpp:157] Top shape: 1 192 6 18 (20736) | |
| I0330 00:58:46.711336 10583 net.cpp:165] Memory required for data: 31865208 | |
| I0330 00:58:46.711350 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_1x1 | |
| I0330 00:58:46.711364 10583 net.cpp:106] Creating Layer inception_4a/relu_1x1 | |
| I0330 00:58:46.711375 10583 net.cpp:454] inception_4a/relu_1x1 <- inception_4a/1x1 | |
| I0330 00:58:46.711391 10583 net.cpp:397] inception_4a/relu_1x1 -> inception_4a/1x1 (in-place) | |
| I0330 00:58:46.711688 10583 net.cpp:150] Setting up inception_4a/relu_1x1 | |
| I0330 00:58:46.711710 10583 net.cpp:157] Top shape: 1 192 6 18 (20736) | |
| I0330 00:58:46.711722 10583 net.cpp:165] Memory required for data: 31948152 | |
| I0330 00:58:46.711733 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce | |
| I0330 00:58:46.711751 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce | |
| I0330 00:58:46.711765 10583 net.cpp:454] inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1 | |
| I0330 00:58:46.711782 10583 net.cpp:411] inception_4a/3x3_reduce -> inception_4a/3x3_reduce | |
| I0330 00:58:46.713198 10583 net.cpp:150] Setting up inception_4a/3x3_reduce | |
| I0330 00:58:46.713232 10583 net.cpp:157] Top shape: 1 96 6 18 (10368) | |
| I0330 00:58:46.713243 10583 net.cpp:165] Memory required for data: 31989624 | |
| I0330 00:58:46.713258 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/bn | |
| I0330 00:58:46.713274 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce/bn | |
| I0330 00:58:46.713287 10583 net.cpp:454] inception_4a/3x3_reduce/bn <- inception_4a/3x3_reduce | |
| I0330 00:58:46.713302 10583 net.cpp:397] inception_4a/3x3_reduce/bn -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:46.713526 10583 net.cpp:150] Setting up inception_4a/3x3_reduce/bn | |
| I0330 00:58:46.713552 10583 net.cpp:157] Top shape: 1 96 6 18 (10368) | |
| I0330 00:58:46.713564 10583 net.cpp:165] Memory required for data: 32031096 | |
| I0330 00:58:46.713582 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:46.713598 10583 net.cpp:106] Creating Layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:46.713608 10583 net.cpp:454] inception_4a/3x3_reduce/scale <- inception_4a/3x3_reduce | |
| I0330 00:58:46.713621 10583 net.cpp:397] inception_4a/3x3_reduce/scale -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:46.713680 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3_reduce/scale | |
| I0330 00:58:46.713815 10583 net.cpp:150] Setting up inception_4a/3x3_reduce/scale | |
| I0330 00:58:46.713836 10583 net.cpp:157] Top shape: 1 96 6 18 (10368) | |
| I0330 00:58:46.713847 10583 net.cpp:165] Memory required for data: 32072568 | |
| I0330 00:58:46.713861 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3_reduce | |
| I0330 00:58:46.713877 10583 net.cpp:106] Creating Layer inception_4a/relu_3x3_reduce | |
| I0330 00:58:46.713889 10583 net.cpp:454] inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce | |
| I0330 00:58:46.713902 10583 net.cpp:397] inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place) | |
| I0330 00:58:46.714097 10583 net.cpp:150] Setting up inception_4a/relu_3x3_reduce | |
| I0330 00:58:46.714120 10583 net.cpp:157] Top shape: 1 96 6 18 (10368) | |
| I0330 00:58:46.714133 10583 net.cpp:165] Memory required for data: 32114040 | |
| I0330 00:58:46.714143 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3 | |
| I0330 00:58:46.714161 10583 net.cpp:106] Creating Layer inception_4a/3x3 | |
| I0330 00:58:46.714174 10583 net.cpp:454] inception_4a/3x3 <- inception_4a/3x3_reduce | |
| I0330 00:58:46.714190 10583 net.cpp:411] inception_4a/3x3 -> inception_4a/3x3 | |
| I0330 00:58:46.716871 10583 net.cpp:150] Setting up inception_4a/3x3 | |
| I0330 00:58:46.716912 10583 net.cpp:157] Top shape: 1 208 6 18 (22464) | |
| I0330 00:58:46.716924 10583 net.cpp:165] Memory required for data: 32203896 | |
| I0330 00:58:46.716938 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/bn | |
| I0330 00:58:46.716960 10583 net.cpp:106] Creating Layer inception_4a/3x3/bn | |
| I0330 00:58:46.716974 10583 net.cpp:454] inception_4a/3x3/bn <- inception_4a/3x3 | |
| I0330 00:58:46.716989 10583 net.cpp:397] inception_4a/3x3/bn -> inception_4a/3x3 (in-place) | |
| I0330 00:58:46.717229 10583 net.cpp:150] Setting up inception_4a/3x3/bn | |
| I0330 00:58:46.717280 10583 net.cpp:157] Top shape: 1 208 6 18 (22464) | |
| I0330 00:58:46.717299 10583 net.cpp:165] Memory required for data: 32293752 | |
| I0330 00:58:46.717319 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/scale | |
| I0330 00:58:46.717337 10583 net.cpp:106] Creating Layer inception_4a/3x3/scale | |
| I0330 00:58:46.717350 10583 net.cpp:454] inception_4a/3x3/scale <- inception_4a/3x3 | |
| I0330 00:58:46.717363 10583 net.cpp:397] inception_4a/3x3/scale -> inception_4a/3x3 (in-place) | |
| I0330 00:58:46.717422 10583 layer_factory.hpp:77] Creating layer inception_4a/3x3/scale | |
| I0330 00:58:46.717566 10583 net.cpp:150] Setting up inception_4a/3x3/scale | |
| I0330 00:58:46.717584 10583 net.cpp:157] Top shape: 1 208 6 18 (22464) | |
| I0330 00:58:46.717595 10583 net.cpp:165] Memory required for data: 32383608 | |
| I0330 00:58:46.717609 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_3x3 | |
| I0330 00:58:46.717623 10583 net.cpp:106] Creating Layer inception_4a/relu_3x3 | |
| I0330 00:58:46.717634 10583 net.cpp:454] inception_4a/relu_3x3 <- inception_4a/3x3 | |
| I0330 00:58:46.717649 10583 net.cpp:397] inception_4a/relu_3x3 -> inception_4a/3x3 (in-place) | |
| I0330 00:58:46.717957 10583 net.cpp:150] Setting up inception_4a/relu_3x3 | |
| I0330 00:58:46.717991 10583 net.cpp:157] Top shape: 1 208 6 18 (22464) | |
| I0330 00:58:46.718004 10583 net.cpp:165] Memory required for data: 32473464 | |
| I0330 00:58:46.718016 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce | |
| I0330 00:58:46.718034 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce | |
| I0330 00:58:46.718047 10583 net.cpp:454] inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2 | |
| I0330 00:58:46.718065 10583 net.cpp:411] inception_4a/5x5_reduce -> inception_4a/5x5_reduce | |
| I0330 00:58:46.719137 10583 net.cpp:150] Setting up inception_4a/5x5_reduce | |
| I0330 00:58:46.719171 10583 net.cpp:157] Top shape: 1 16 6 18 (1728) | |
| I0330 00:58:46.719182 10583 net.cpp:165] Memory required for data: 32480376 | |
| I0330 00:58:46.719197 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/bn | |
| I0330 00:58:46.719218 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce/bn | |
| I0330 00:58:46.719231 10583 net.cpp:454] inception_4a/5x5_reduce/bn <- inception_4a/5x5_reduce | |
| I0330 00:58:46.719245 10583 net.cpp:397] inception_4a/5x5_reduce/bn -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:46.719476 10583 net.cpp:150] Setting up inception_4a/5x5_reduce/bn | |
| I0330 00:58:46.719502 10583 net.cpp:157] Top shape: 1 16 6 18 (1728) | |
| I0330 00:58:46.719514 10583 net.cpp:165] Memory required for data: 32487288 | |
| I0330 00:58:46.719530 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:46.719545 10583 net.cpp:106] Creating Layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:46.719559 10583 net.cpp:454] inception_4a/5x5_reduce/scale <- inception_4a/5x5_reduce | |
| I0330 00:58:46.719574 10583 net.cpp:397] inception_4a/5x5_reduce/scale -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:46.719635 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5_reduce/scale | |
| I0330 00:58:46.719774 10583 net.cpp:150] Setting up inception_4a/5x5_reduce/scale | |
| I0330 00:58:46.719794 10583 net.cpp:157] Top shape: 1 16 6 18 (1728) | |
| I0330 00:58:46.719807 10583 net.cpp:165] Memory required for data: 32494200 | |
| I0330 00:58:46.719822 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5_reduce | |
| I0330 00:58:46.719836 10583 net.cpp:106] Creating Layer inception_4a/relu_5x5_reduce | |
| I0330 00:58:46.719847 10583 net.cpp:454] inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce | |
| I0330 00:58:46.719861 10583 net.cpp:397] inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place) | |
| I0330 00:58:46.720163 10583 net.cpp:150] Setting up inception_4a/relu_5x5_reduce | |
| I0330 00:58:46.720193 10583 net.cpp:157] Top shape: 1 16 6 18 (1728) | |
| I0330 00:58:46.720206 10583 net.cpp:165] Memory required for data: 32501112 | |
| I0330 00:58:46.720216 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5 | |
| I0330 00:58:46.720237 10583 net.cpp:106] Creating Layer inception_4a/5x5 | |
| I0330 00:58:46.720249 10583 net.cpp:454] inception_4a/5x5 <- inception_4a/5x5_reduce | |
| I0330 00:58:46.720280 10583 net.cpp:411] inception_4a/5x5 -> inception_4a/5x5 | |
| I0330 00:58:46.721442 10583 net.cpp:150] Setting up inception_4a/5x5 | |
| I0330 00:58:46.721480 10583 net.cpp:157] Top shape: 1 48 6 18 (5184) | |
| I0330 00:58:46.721493 10583 net.cpp:165] Memory required for data: 32521848 | |
| I0330 00:58:46.721508 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/bn | |
| I0330 00:58:46.721524 10583 net.cpp:106] Creating Layer inception_4a/5x5/bn | |
| I0330 00:58:46.721536 10583 net.cpp:454] inception_4a/5x5/bn <- inception_4a/5x5 | |
| I0330 00:58:46.721551 10583 net.cpp:397] inception_4a/5x5/bn -> inception_4a/5x5 (in-place) | |
| I0330 00:58:46.721786 10583 net.cpp:150] Setting up inception_4a/5x5/bn | |
| I0330 00:58:46.721813 10583 net.cpp:157] Top shape: 1 48 6 18 (5184) | |
| I0330 00:58:46.721825 10583 net.cpp:165] Memory required for data: 32542584 | |
| I0330 00:58:46.721842 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/scale | |
| I0330 00:58:46.721856 10583 net.cpp:106] Creating Layer inception_4a/5x5/scale | |
| I0330 00:58:46.721868 10583 net.cpp:454] inception_4a/5x5/scale <- inception_4a/5x5 | |
| I0330 00:58:46.721884 10583 net.cpp:397] inception_4a/5x5/scale -> inception_4a/5x5 (in-place) | |
| I0330 00:58:46.721941 10583 layer_factory.hpp:77] Creating layer inception_4a/5x5/scale | |
| I0330 00:58:46.722084 10583 net.cpp:150] Setting up inception_4a/5x5/scale | |
| I0330 00:58:46.722103 10583 net.cpp:157] Top shape: 1 48 6 18 (5184) | |
| I0330 00:58:46.722113 10583 net.cpp:165] Memory required for data: 32563320 | |
| I0330 00:58:46.722127 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_5x5 | |
| I0330 00:58:46.722141 10583 net.cpp:106] Creating Layer inception_4a/relu_5x5 | |
| I0330 00:58:46.722153 10583 net.cpp:454] inception_4a/relu_5x5 <- inception_4a/5x5 | |
| I0330 00:58:46.722167 10583 net.cpp:397] inception_4a/relu_5x5 -> inception_4a/5x5 (in-place) | |
| I0330 00:58:46.722368 10583 net.cpp:150] Setting up inception_4a/relu_5x5 | |
| I0330 00:58:46.722389 10583 net.cpp:157] Top shape: 1 48 6 18 (5184) | |
| I0330 00:58:46.722400 10583 net.cpp:165] Memory required for data: 32584056 | |
| I0330 00:58:46.722411 10583 layer_factory.hpp:77] Creating layer inception_4a/pool | |
| I0330 00:58:46.722425 10583 net.cpp:106] Creating Layer inception_4a/pool | |
| I0330 00:58:46.722437 10583 net.cpp:454] inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3 | |
| I0330 00:58:46.722452 10583 net.cpp:411] inception_4a/pool -> inception_4a/pool | |
| I0330 00:58:46.722512 10583 net.cpp:150] Setting up inception_4a/pool | |
| I0330 00:58:46.722534 10583 net.cpp:157] Top shape: 1 480 6 18 (51840) | |
| I0330 00:58:46.722544 10583 net.cpp:165] Memory required for data: 32791416 | |
| I0330 00:58:46.722555 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj | |
| I0330 00:58:46.722573 10583 net.cpp:106] Creating Layer inception_4a/pool_proj | |
| I0330 00:58:46.722585 10583 net.cpp:454] inception_4a/pool_proj <- inception_4a/pool | |
| I0330 00:58:46.722599 10583 net.cpp:411] inception_4a/pool_proj -> inception_4a/pool_proj | |
| I0330 00:58:46.723845 10583 net.cpp:150] Setting up inception_4a/pool_proj | |
| I0330 00:58:46.723878 10583 net.cpp:157] Top shape: 1 64 6 18 (6912) | |
| I0330 00:58:46.723891 10583 net.cpp:165] Memory required for data: 32819064 | |
| I0330 00:58:46.723906 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/bn | |
| I0330 00:58:46.723923 10583 net.cpp:106] Creating Layer inception_4a/pool_proj/bn | |
| I0330 00:58:46.723937 10583 net.cpp:454] inception_4a/pool_proj/bn <- inception_4a/pool_proj | |
| I0330 00:58:46.723950 10583 net.cpp:397] inception_4a/pool_proj/bn -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:46.724180 10583 net.cpp:150] Setting up inception_4a/pool_proj/bn | |
| I0330 00:58:46.724206 10583 net.cpp:157] Top shape: 1 64 6 18 (6912) | |
| I0330 00:58:46.724217 10583 net.cpp:165] Memory required for data: 32846712 | |
| I0330 00:58:46.724233 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/scale | |
| I0330 00:58:46.724248 10583 net.cpp:106] Creating Layer inception_4a/pool_proj/scale | |
| I0330 00:58:46.724261 10583 net.cpp:454] inception_4a/pool_proj/scale <- inception_4a/pool_proj | |
| I0330 00:58:46.724287 10583 net.cpp:397] inception_4a/pool_proj/scale -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:46.724349 10583 layer_factory.hpp:77] Creating layer inception_4a/pool_proj/scale | |
| I0330 00:58:46.724503 10583 net.cpp:150] Setting up inception_4a/pool_proj/scale | |
| I0330 00:58:46.724529 10583 net.cpp:157] Top shape: 1 64 6 18 (6912) | |
| I0330 00:58:46.724539 10583 net.cpp:165] Memory required for data: 32874360 | |
| I0330 00:58:46.724553 10583 layer_factory.hpp:77] Creating layer inception_4a/relu_pool_proj | |
| I0330 00:58:46.724567 10583 net.cpp:106] Creating Layer inception_4a/relu_pool_proj | |
| I0330 00:58:46.724578 10583 net.cpp:454] inception_4a/relu_pool_proj <- inception_4a/pool_proj | |
| I0330 00:58:46.724592 10583 net.cpp:397] inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place) | |
| I0330 00:58:46.724910 10583 net.cpp:150] Setting up inception_4a/relu_pool_proj | |
| I0330 00:58:46.724941 10583 net.cpp:157] Top shape: 1 64 6 18 (6912) | |
| I0330 00:58:46.724952 10583 net.cpp:165] Memory required for data: 32902008 | |
| I0330 00:58:46.724962 10583 layer_factory.hpp:77] Creating layer inception_4a/output | |
| I0330 00:58:46.724978 10583 net.cpp:106] Creating Layer inception_4a/output | |
| I0330 00:58:46.724990 10583 net.cpp:454] inception_4a/output <- inception_4a/1x1 | |
| I0330 00:58:46.725003 10583 net.cpp:454] inception_4a/output <- inception_4a/3x3 | |
| I0330 00:58:46.725014 10583 net.cpp:454] inception_4a/output <- inception_4a/5x5 | |
| I0330 00:58:46.725025 10583 net.cpp:454] inception_4a/output <- inception_4a/pool_proj | |
| I0330 00:58:46.725040 10583 net.cpp:411] inception_4a/output -> inception_4a/output | |
| I0330 00:58:46.725086 10583 net.cpp:150] Setting up inception_4a/output | |
| I0330 00:58:46.725105 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725114 10583 net.cpp:165] Memory required for data: 33123192 | |
| I0330 00:58:46.725126 10583 layer_factory.hpp:77] Creating layer inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:46.725141 10583 net.cpp:106] Creating Layer inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:46.725152 10583 net.cpp:454] inception_4a/output_inception_4a/output_0_split <- inception_4a/output | |
| I0330 00:58:46.725167 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0 | |
| I0330 00:58:46.725183 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1 | |
| I0330 00:58:46.725198 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2 | |
| I0330 00:58:46.725211 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3 | |
| I0330 00:58:46.725224 10583 net.cpp:411] inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4 | |
| I0330 00:58:46.725314 10583 net.cpp:150] Setting up inception_4a/output_inception_4a/output_0_split | |
| I0330 00:58:46.725334 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725347 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725358 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725369 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725380 10583 net.cpp:157] Top shape: 1 512 6 18 (55296) | |
| I0330 00:58:46.725389 10583 net.cpp:165] Memory required for data: 34229112 | |
| I0330 00:58:46.725399 10583 layer_factory.hpp:77] Creating layer loss1/ave_pool | |
| I0330 00:58:46.725414 10583 net.cpp:106] Creating Layer loss1/ave_pool | |
| I0330 00:58:46.725425 10583 net.cpp:454] loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0 | |
| I0330 00:58:46.725438 10583 net.cpp:411] loss1/ave_pool -> loss1/ave_pool | |
| I0330 00:58:46.725661 10583 net.cpp:150] Setting up loss1/ave_pool | |
| I0330 00:58:46.725685 10583 net.cpp:157] Top shape: 1 512 2 6 (6144) | |
| I0330 00:58:46.725697 10583 net.cpp:165] Memory required for data: 34253688 | |
| I0330 00:58:46.725708 10583 layer_factory.hpp:77] Creating layer loss1/conv | |
| I0330 00:58:46.725728 10583 net.cpp:106] Creating Layer loss1/conv | |
| I0330 00:58:46.725752 10583 net.cpp:454] loss1/conv <- loss1/ave_pool | |
| I0330 00:58:46.725767 10583 net.cpp:411] loss1/conv -> loss1/conv | |
| I0330 00:58:46.727279 10583 net.cpp:150] Setting up loss1/conv | |
| I0330 00:58:46.727324 10583 net.cpp:157] Top shape: 1 128 2 6 (1536) | |
| I0330 00:58:46.727340 10583 net.cpp:165] Memory required for data: 34259832 | |
| I0330 00:58:46.727355 10583 layer_factory.hpp:77] Creating layer loss1/conv/bn | |
| I0330 00:58:46.727375 10583 net.cpp:106] Creating Layer loss1/conv/bn | |
| I0330 00:58:46.727387 10583 net.cpp:454] loss1/conv/bn <- loss1/conv | |
| I0330 00:58:46.727401 10583 net.cpp:397] loss1/conv/bn -> loss1/conv (in-place) | |
| I0330 00:58:46.727641 10583 net.cpp:150] Setting up loss1/conv/bn | |
| I0330 00:58:46.727668 10583 net.cpp:157] Top shape: 1 128 2 6 (1536) | |
| I0330 00:58:46.727679 10583 net.cpp:165] Memory required for data: 34265976 | |
| I0330 00:58:46.727721 10583 layer_factory.hpp:77] Creating layer loss1/conv/scale | |
| I0330 00:58:46.727741 10583 net.cpp:106] Creating Layer loss1/conv/scale | |
| I0330 00:58:46.727753 10583 net.cpp:454] loss1/conv/scale <- loss1/conv | |
| I0330 00:58:46.727766 10583 net.cpp:397] loss1/conv/scale -> loss1/conv (in-place) | |
| I0330 00:58:46.727830 10583 layer_factory.hpp:77] Creating layer loss1/conv/scale | |
| I0330 00:58:46.727967 10583 net.cpp:150] Setting up loss1/conv/scale | |
| I0330 00:58:46.727987 10583 net.cpp:157] Top shape: 1 128 2 6 (1536) | |
| I0330 00:58:46.727998 10583 net.cpp:165] Memory required for data: 34272120 | |
| I0330 00:58:46.728011 10583 layer_factory.hpp:77] Creating layer loss1/relu_conv | |
| I0330 00:58:46.728025 10583 net.cpp:106] Creating Layer loss1/relu_conv | |
| I0330 00:58:46.728036 10583 net.cpp:454] loss1/relu_conv <- loss1/conv | |
| I0330 00:58:46.728049 10583 net.cpp:397] loss1/relu_conv -> loss1/conv (in-place) | |
| I0330 00:58:46.728370 10583 net.cpp:150] Setting up loss1/relu_conv | |
| I0330 00:58:46.728400 10583 net.cpp:157] Top shape: 1 128 2 6 (1536) | |
| I0330 00:58:46.728411 10583 net.cpp:165] Memory required for data: 34278264 | |
| I0330 00:58:46.728422 10583 layer_factory.hpp:77] Creating layer loss1/fc | |
| I0330 00:58:46.728440 10583 net.cpp:106] Creating Layer loss1/fc | |
| I0330 00:58:46.728451 10583 net.cpp:454] loss1/fc <- loss1/conv | |
| I0330 00:58:46.728468 10583 net.cpp:411] loss1/fc -> loss1/fc | |
| I0330 00:58:46.740669 10583 net.cpp:150] Setting up loss1/fc | |
| I0330 00:58:46.740725 10583 net.cpp:157] Top shape: 1 1024 (1024) | |
| I0330 00:58:46.740738 10583 net.cpp:165] Memory required for data: 34282360 | |
| I0330 00:58:46.740754 10583 layer_factory.hpp:77] Creating layer loss1/fc/bn | |
| I0330 00:58:46.740775 10583 net.cpp:106] Creating Layer loss1/fc/bn | |
| I0330 00:58:46.740789 10583 net.cpp:454] loss1/fc/bn <- loss1/fc | |
| I0330 00:58:46.740803 10583 net.cpp:397] loss1/fc/bn -> loss1/fc (in-place) | |
| I0330 00:58:46.741103 10583 net.cpp:150] Setting up loss1/fc/bn | |
| I0330 00:58:46.741129 10583 net.cpp:157] Top shape: 1 1024 (1024) | |
| I0330 00:58:46.741142 10583 net.cpp:165] Memory required for data: 34286456 | |
| I0330 00:58:46.741160 10583 layer_factory.hpp:77] Creating layer loss1/fc/scale | |
| I0330 00:58:46.741178 10583 net.cpp:106] Creating Layer loss1/fc/scale | |
| I0330 00:58:46.741194 10583 net.cpp:454] loss1/fc/scale <- loss1/fc | |
| I0330 00:58:46.741206 10583 net.cpp:397] loss1/fc/scale -> loss1/fc (in-place) | |
| I0330 00:58:46.741277 10583 layer_factory.hpp:77] Creating layer loss1/fc/scale | |
| I0330 00:58:46.741436 10583 net.cpp:150] Setting up loss1/fc/scale | |
| I0330 00:58:46.741456 10583 net.cpp:157] Top shape: 1 1024 (1024) | |
| I0330 00:58:46.741466 10583 net.cpp:165] Memory required for data: 34290552 | |
| I0330 00:58:46.741480 10583 layer_factory.hpp:77] Creating layer loss1/relu_fc | |
| I0330 00:58:46.741494 10583 net.cpp:106] Creating Layer loss1/relu_fc | |
| I0330 00:58:46.741505 10583 net.cpp:454] loss1/relu_fc <- loss1/fc | |
| I0330 00:58:46.741520 10583 net.cpp:397] loss1/relu_fc -> loss1/fc (in-place) | |
| I0330 00:58:46.741766 10583 net.cpp:150] Setting up loss1/relu_fc | |
| I0330 00:58:46.741794 10583 net.cpp:157] Top shape: 1 1024 (1024) | |
| I0330 00:58:46.741806 10583 net.cpp:165] Memory required for data: 34294648 | |
| I0330 00:58:46.741816 10583 layer_factory.hpp:77] Creating layer loss1/drop_fc | |
| I0330 00:58:46.741860 10583 net.cpp:106] Creating Layer loss1/drop_fc | |
| I0330 00:58:46.741876 10583 net.cpp:454] loss1/drop_fc <- loss1/fc | |
| I0330 00:58:46.741889 10583 net.cpp:397] loss1/drop_fc -> loss1/fc (in-place) | |
| I0330 00:58:46.741933 10583 net.cpp:150] Setting up loss1/drop_fc | |
| I0330 00:58:46.741950 10583 net.cpp:157] Top shape: 1 1024 (1024) | |
| I0330 00:58:46.741961 10583 net.cpp:165] Memory required for data: 34298744 | |
| I0330 00:58:46.741971 10583 layer_factory.hpp:77] Creating layer loss1/lstm | |
| I0330 00:58:46.741988 10583 net.cpp:106] Creating Layer loss1/lstm | |
| I0330 00:58:46.742000 10583 net.cpp:454] loss1/lstm <- dummy_dummy_0_split_0 | |
| I0330 00:58:46.742014 10583 net.cpp:454] loss1/lstm <- label_cont_data_2_split_0 | |
| I0330 00:58:46.742027 10583 net.cpp:454] loss1/lstm <- loss1/fc | |
| I0330 00:58:46.742039 10583 net.cpp:411] loss1/lstm -> loss1/lstm | |
| I0330 00:58:46.742055 10583 recurrent_layer.cpp:27] Initializing recurrent layer: assuming input batch contains 22 timesteps of 1 independent streams. | |
| I0330 00:58:46.742949 10583 net.cpp:49] Initializing net from parameters: | |
| input: "x" | |
| input: "cont" | |
| input: "x_static" | |
| input: "c_0" | |
| input: "h_0" | |
| force_backward: true | |
| input_shape { | |
| dim: 22 | |
| dim: 1 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 22 | |
| dim: 1 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 1024 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 1 | |
| dim: 512 | |
| } | |
| input_shape { | |
| dim: 1 | |
| dim: 1 | |
| dim: 512 | |
| } | |
| layer { | |
| name: "loss1/lstm_cont_slice" | |
| type: "Slice" | |
| bottom: "cont" | |
| top: "cont_1" | |
| top: "cont_2" | |
| top: "cont_3" | |
| top: "cont_4" | |
| top: "cont_5" | |
| top: "cont_6" | |
| top: "cont_7" | |
| top: "cont_8" | |
| top: "cont_9" | |
| top: "cont_10" | |
| top: "cont_11" | |
| top: "cont_12" | |
| top: "cont_13" | |
| top: "cont_14" | |
| top: "cont_15" | |
| top: "cont_16" | |
| top: "cont_17" | |
| top: "cont_18" | |
| top: "cont_19" | |
| top: "cont_20" | |
| top: "cont_21" | |
| top: "cont_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_x_transform" | |
| type: "InnerProduct" | |
| bottom: "x" | |
| top: "W_xc_x" | |
| param { | |
| name: "W_xc" | |
| } | |
| param { | |
| name: "b_c" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: true | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| bias_filler { | |
| type: "constant" | |
| value: 0 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_W_xc_x_static" | |
| type: "InnerProduct" | |
| bottom: "x_static" | |
| top: "W_xc_x_static_preshape" | |
| param { | |
| name: "W_xc_static" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 1 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_" | |
| type: "Reshape" | |
| bottom: "W_xc_x_static_preshape" | |
| top: "W_xc_x_static" | |
| reshape_param { | |
| shape { | |
| dim: 1 | |
| dim: -1 | |
| dim: 2048 | |
| } | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_W_xc_x_slice" | |
| type: "Slice" | |
| bottom: "W_xc_x" | |
| top: "W_xc_x_1" | |
| top: "W_xc_x_2" | |
| top: "W_xc_x_3" | |
| top: "W_xc_x_4" | |
| top: "W_xc_x_5" | |
| top: "W_xc_x_6" | |
| top: "W_xc_x_7" | |
| top: "W_xc_x_8" | |
| top: "W_xc_x_9" | |
| top: "W_xc_x_10" | |
| top: "W_xc_x_11" | |
| top: "W_xc_x_12" | |
| top: "W_xc_x_13" | |
| top: "W_xc_x_14" | |
| top: "W_xc_x_15" | |
| top: "W_xc_x_16" | |
| top: "W_xc_x_17" | |
| top: "W_xc_x_18" | |
| top: "W_xc_x_19" | |
| top: "W_xc_x_20" | |
| top: "W_xc_x_21" | |
| top: "W_xc_x_22" | |
| slice_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_0" | |
| type: "Scalar" | |
| bottom: "h_0" | |
| bottom: "cont_1" | |
| top: "h_conted_0" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_1" | |
| type: "InnerProduct" | |
| bottom: "h_conted_0" | |
| top: "W_hc_h_0" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_1" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_0" | |
| bottom: "W_xc_x_1" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_1" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_1" | |
| type: "LSTMUnit" | |
| bottom: "c_0" | |
| bottom: "gate_input_1" | |
| bottom: "cont_1" | |
| top: "c_1" | |
| top: "h_1" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_1" | |
| type: "Scalar" | |
| bottom: "h_1" | |
| bottom: "cont_2" | |
| top: "h_conted_1" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_2" | |
| type: "InnerProduct" | |
| bottom: "h_conted_1" | |
| top: "W_hc_h_1" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_2" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_1" | |
| bottom: "W_xc_x_2" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_2" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_2" | |
| type: "LSTMUnit" | |
| bottom: "c_1" | |
| bottom: "gate_input_2" | |
| bottom: "cont_2" | |
| top: "c_2" | |
| top: "h_2" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_2" | |
| type: "Scalar" | |
| bottom: "h_2" | |
| bottom: "cont_3" | |
| top: "h_conted_2" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_3" | |
| type: "InnerProduct" | |
| bottom: "h_conted_2" | |
| top: "W_hc_h_2" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_3" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_2" | |
| bottom: "W_xc_x_3" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_3" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_3" | |
| type: "LSTMUnit" | |
| bottom: "c_2" | |
| bottom: "gate_input_3" | |
| bottom: "cont_3" | |
| top: "c_3" | |
| top: "h_3" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_3" | |
| type: "Scalar" | |
| bottom: "h_3" | |
| bottom: "cont_4" | |
| top: "h_conted_3" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_4" | |
| type: "InnerProduct" | |
| bottom: "h_conted_3" | |
| top: "W_hc_h_3" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_4" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_3" | |
| bottom: "W_xc_x_4" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_4" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_4" | |
| type: "LSTMUnit" | |
| bottom: "c_3" | |
| bottom: "gate_input_4" | |
| bottom: "cont_4" | |
| top: "c_4" | |
| top: "h_4" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_4" | |
| type: "Scalar" | |
| bottom: "h_4" | |
| bottom: "cont_5" | |
| top: "h_conted_4" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_5" | |
| type: "InnerProduct" | |
| bottom: "h_conted_4" | |
| top: "W_hc_h_4" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_5" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_4" | |
| bottom: "W_xc_x_5" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_5" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_5" | |
| type: "LSTMUnit" | |
| bottom: "c_4" | |
| bottom: "gate_input_5" | |
| bottom: "cont_5" | |
| top: "c_5" | |
| top: "h_5" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_5" | |
| type: "Scalar" | |
| bottom: "h_5" | |
| bottom: "cont_6" | |
| top: "h_conted_5" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_6" | |
| type: "InnerProduct" | |
| bottom: "h_conted_5" | |
| top: "W_hc_h_5" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_6" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_5" | |
| bottom: "W_xc_x_6" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_6" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_6" | |
| type: "LSTMUnit" | |
| bottom: "c_5" | |
| bottom: "gate_input_6" | |
| bottom: "cont_6" | |
| top: "c_6" | |
| top: "h_6" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_6" | |
| type: "Scalar" | |
| bottom: "h_6" | |
| bottom: "cont_7" | |
| top: "h_conted_6" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_7" | |
| type: "InnerProduct" | |
| bottom: "h_conted_6" | |
| top: "W_hc_h_6" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_7" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_6" | |
| bottom: "W_xc_x_7" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_7" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_7" | |
| type: "LSTMUnit" | |
| bottom: "c_6" | |
| bottom: "gate_input_7" | |
| bottom: "cont_7" | |
| top: "c_7" | |
| top: "h_7" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_7" | |
| type: "Scalar" | |
| bottom: "h_7" | |
| bottom: "cont_8" | |
| top: "h_conted_7" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_8" | |
| type: "InnerProduct" | |
| bottom: "h_conted_7" | |
| top: "W_hc_h_7" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_8" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_7" | |
| bottom: "W_xc_x_8" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_8" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_8" | |
| type: "LSTMUnit" | |
| bottom: "c_7" | |
| bottom: "gate_input_8" | |
| bottom: "cont_8" | |
| top: "c_8" | |
| top: "h_8" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_8" | |
| type: "Scalar" | |
| bottom: "h_8" | |
| bottom: "cont_9" | |
| top: "h_conted_8" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_9" | |
| type: "InnerProduct" | |
| bottom: "h_conted_8" | |
| top: "W_hc_h_8" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_9" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_8" | |
| bottom: "W_xc_x_9" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_9" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_9" | |
| type: "LSTMUnit" | |
| bottom: "c_8" | |
| bottom: "gate_input_9" | |
| bottom: "cont_9" | |
| top: "c_9" | |
| top: "h_9" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_9" | |
| type: "Scalar" | |
| bottom: "h_9" | |
| bottom: "cont_10" | |
| top: "h_conted_9" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_10" | |
| type: "InnerProduct" | |
| bottom: "h_conted_9" | |
| top: "W_hc_h_9" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_10" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_9" | |
| bottom: "W_xc_x_10" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_10" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_10" | |
| type: "LSTMUnit" | |
| bottom: "c_9" | |
| bottom: "gate_input_10" | |
| bottom: "cont_10" | |
| top: "c_10" | |
| top: "h_10" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_10" | |
| type: "Scalar" | |
| bottom: "h_10" | |
| bottom: "cont_11" | |
| top: "h_conted_10" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_11" | |
| type: "InnerProduct" | |
| bottom: "h_conted_10" | |
| top: "W_hc_h_10" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_11" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_10" | |
| bottom: "W_xc_x_11" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_11" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_11" | |
| type: "LSTMUnit" | |
| bottom: "c_10" | |
| bottom: "gate_input_11" | |
| bottom: "cont_11" | |
| top: "c_11" | |
| top: "h_11" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_11" | |
| type: "Scalar" | |
| bottom: "h_11" | |
| bottom: "cont_12" | |
| top: "h_conted_11" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_12" | |
| type: "InnerProduct" | |
| bottom: "h_conted_11" | |
| top: "W_hc_h_11" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_12" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_11" | |
| bottom: "W_xc_x_12" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_12" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_12" | |
| type: "LSTMUnit" | |
| bottom: "c_11" | |
| bottom: "gate_input_12" | |
| bottom: "cont_12" | |
| top: "c_12" | |
| top: "h_12" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_12" | |
| type: "Scalar" | |
| bottom: "h_12" | |
| bottom: "cont_13" | |
| top: "h_conted_12" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_13" | |
| type: "InnerProduct" | |
| bottom: "h_conted_12" | |
| top: "W_hc_h_12" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_13" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_12" | |
| bottom: "W_xc_x_13" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_13" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_13" | |
| type: "LSTMUnit" | |
| bottom: "c_12" | |
| bottom: "gate_input_13" | |
| bottom: "cont_13" | |
| top: "c_13" | |
| top: "h_13" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_13" | |
| type: "Scalar" | |
| bottom: "h_13" | |
| bottom: "cont_14" | |
| top: "h_conted_13" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_14" | |
| type: "InnerProduct" | |
| bottom: "h_conted_13" | |
| top: "W_hc_h_13" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_14" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_13" | |
| bottom: "W_xc_x_14" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_14" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_14" | |
| type: "LSTMUnit" | |
| bottom: "c_13" | |
| bottom: "gate_input_14" | |
| bottom: "cont_14" | |
| top: "c_14" | |
| top: "h_14" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_14" | |
| type: "Scalar" | |
| bottom: "h_14" | |
| bottom: "cont_15" | |
| top: "h_conted_14" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_15" | |
| type: "InnerProduct" | |
| bottom: "h_conted_14" | |
| top: "W_hc_h_14" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_15" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_14" | |
| bottom: "W_xc_x_15" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_15" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_15" | |
| type: "LSTMUnit" | |
| bottom: "c_14" | |
| bottom: "gate_input_15" | |
| bottom: "cont_15" | |
| top: "c_15" | |
| top: "h_15" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_15" | |
| type: "Scalar" | |
| bottom: "h_15" | |
| bottom: "cont_16" | |
| top: "h_conted_15" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_16" | |
| type: "InnerProduct" | |
| bottom: "h_conted_15" | |
| top: "W_hc_h_15" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_16" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_15" | |
| bottom: "W_xc_x_16" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_16" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_16" | |
| type: "LSTMUnit" | |
| bottom: "c_15" | |
| bottom: "gate_input_16" | |
| bottom: "cont_16" | |
| top: "c_16" | |
| top: "h_16" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_16" | |
| type: "Scalar" | |
| bottom: "h_16" | |
| bottom: "cont_17" | |
| top: "h_conted_16" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_17" | |
| type: "InnerProduct" | |
| bottom: "h_conted_16" | |
| top: "W_hc_h_16" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_17" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_16" | |
| bottom: "W_xc_x_17" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_17" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_17" | |
| type: "LSTMUnit" | |
| bottom: "c_16" | |
| bottom: "gate_input_17" | |
| bottom: "cont_17" | |
| top: "c_17" | |
| top: "h_17" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_17" | |
| type: "Scalar" | |
| bottom: "h_17" | |
| bottom: "cont_18" | |
| top: "h_conted_17" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_18" | |
| type: "InnerProduct" | |
| bottom: "h_conted_17" | |
| top: "W_hc_h_17" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_18" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_17" | |
| bottom: "W_xc_x_18" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_18" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_18" | |
| type: "LSTMUnit" | |
| bottom: "c_17" | |
| bottom: "gate_input_18" | |
| bottom: "cont_18" | |
| top: "c_18" | |
| top: "h_18" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_18" | |
| type: "Scalar" | |
| bottom: "h_18" | |
| bottom: "cont_19" | |
| top: "h_conted_18" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_19" | |
| type: "InnerProduct" | |
| bottom: "h_conted_18" | |
| top: "W_hc_h_18" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_19" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_18" | |
| bottom: "W_xc_x_19" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_19" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_19" | |
| type: "LSTMUnit" | |
| bottom: "c_18" | |
| bottom: "gate_input_19" | |
| bottom: "cont_19" | |
| top: "c_19" | |
| top: "h_19" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_19" | |
| type: "Scalar" | |
| bottom: "h_19" | |
| bottom: "cont_20" | |
| top: "h_conted_19" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_20" | |
| type: "InnerProduct" | |
| bottom: "h_conted_19" | |
| top: "W_hc_h_19" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_20" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_19" | |
| bottom: "W_xc_x_20" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_20" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_20" | |
| type: "LSTMUnit" | |
| bottom: "c_19" | |
| bottom: "gate_input_20" | |
| bottom: "cont_20" | |
| top: "c_20" | |
| top: "h_20" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_20" | |
| type: "Scalar" | |
| bottom: "h_20" | |
| bottom: "cont_21" | |
| top: "h_conted_20" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_21" | |
| type: "InnerProduct" | |
| bottom: "h_conted_20" | |
| top: "W_hc_h_20" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_21" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_20" | |
| bottom: "W_xc_x_21" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_21" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_21" | |
| type: "LSTMUnit" | |
| bottom: "c_20" | |
| bottom: "gate_input_21" | |
| bottom: "cont_21" | |
| top: "c_21" | |
| top: "h_21" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_conted_21" | |
| type: "Scalar" | |
| bottom: "h_21" | |
| bottom: "cont_22" | |
| top: "h_conted_21" | |
| scalar_param { | |
| axis: 0 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_transform_22" | |
| type: "InnerProduct" | |
| bottom: "h_conted_21" | |
| top: "W_hc_h_21" | |
| param { | |
| name: "W_hc" | |
| } | |
| inner_product_param { | |
| num_output: 2048 | |
| bias_term: false | |
| weight_filler { | |
| type: "uniform" | |
| min: -0.08 | |
| max: 0.08 | |
| } | |
| axis: 2 | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_gate_input_22" | |
| type: "Eltwise" | |
| bottom: "W_hc_h_21" | |
| bottom: "W_xc_x_22" | |
| bottom: "W_xc_x_static" | |
| top: "gate_input_22" | |
| eltwise_param { | |
| operation: SUM | |
| } | |
| } | |
| layer { | |
| name: "loss1/lstm_unit_22" | |
| type: "LSTMUnit" | |
| bottom: "c_21" | |
| bottom: "gate_input_22" | |
| bottom: "cont_22" | |
| top: "c_22" | |
| top: "h_22" | |
| } | |
| layer { | |
| name: "loss1/lstm_" | |
| type: "Split" | |
| bottom: "c_22" | |
| top: "c_T" | |
| } | |
| layer { | |
| name: "loss1/lstm_h_concat" | |
| type: "Concat" | |
| bottom: "h_1" | |
| bottom: "h_2" | |
| bottom: "h_3" | |
| bottom: "h_4" | |
| bottom: "h_5" | |
| bottom: "h_6" | |
| bottom: "h_7" | |
| bottom: "h_8" | |
| bottom: "h_9" | |
| bottom: "h_10" | |
| bottom: "h_11" | |
| bottom: "h_12" | |
| bottom: "h_13" | |
| bottom: "h_14" | |
| bottom: "h_15" | |
| bottom: "h_16" | |
| bottom: "h_17" | |
| bottom: "h_18" | |
| bottom: "h_19" | |
| bottom: "h_20" | |
| bottom: "h_21" | |
| bottom: "h_22" | |
| top: "h" | |
| concat_param { | |
| axis: 0 | |
| } | |
| } | |
| I0330 00:58:46.747216 10583 net.cpp:413] Input 0 -> x | |
| I0330 00:58:46.747298 10583 net.cpp:413] Input 1 -> cont | |
| I0330 00:58:46.747359 10583 net.cpp:413] Input 2 -> x_static | |
| I0330 00:58:46.747408 10583 net.cpp:413] Input 3 -> c_0 | |
| I0330 00:58:46.747454 10583 net.cpp:413] Input 4 -> h_0 | |
| I0330 00:58:46.747524 10583 layer_factory.hpp:77] Creating layer loss1/lstm_cont_slice | |
| I0330 00:58:46.747555 10583 net.cpp:106] Creating Layer loss1/lstm_cont_slice | |
| I0330 00:58:46.747567 10583 net.cpp:454] loss1/lstm_cont_slice <- cont | |
| I0330 00:58:46.747582 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_1 | |
| I0330 00:58:46.747601 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_2 | |
| I0330 00:58:46.747616 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_3 | |
| I0330 00:58:46.747632 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_4 | |
| I0330 00:58:46.747648 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_5 | |
| I0330 00:58:46.747663 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_6 | |
| I0330 00:58:46.747676 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_7 | |
| I0330 00:58:46.747691 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_8 | |
| I0330 00:58:46.747705 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_9 | |
| I0330 00:58:46.747720 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_10 | |
| I0330 00:58:46.747735 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_11 | |
| I0330 00:58:46.747750 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_12 | |
| I0330 00:58:46.747766 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_13 | |
| I0330 00:58:46.747781 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_14 | |
| I0330 00:58:46.747795 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_15 | |
| I0330 00:58:46.747810 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_16 | |
| I0330 00:58:46.747824 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_17 | |
| I0330 00:58:46.747839 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_18 | |
| I0330 00:58:46.747854 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_19 | |
| I0330 00:58:46.747869 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_20 | |
| I0330 00:58:46.747884 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_21 | |
| I0330 00:58:46.747898 10583 net.cpp:411] loss1/lstm_cont_slice -> cont_22 | |
| I0330 00:58:46.748210 10583 net.cpp:150] Setting up loss1/lstm_cont_slice | |
| I0330 00:58:46.748237 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748250 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748262 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748273 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748284 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748294 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748306 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748317 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748327 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748338 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748349 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748359 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748370 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748381 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748392 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748402 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748414 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748425 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748456 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748468 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748479 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748491 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748500 10583 net.cpp:165] Memory required for data: 88 | |
| I0330 00:58:46.748512 10583 layer_factory.hpp:77] Creating layer cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:46.748529 10583 net.cpp:106] Creating Layer cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:46.748544 10583 net.cpp:454] cont_1_loss1/lstm_cont_slice_0_split <- cont_1 | |
| I0330 00:58:46.748558 10583 net.cpp:411] cont_1_loss1/lstm_cont_slice_0_split -> cont_1_loss1/lstm_cont_slice_0_split_0 | |
| I0330 00:58:46.748574 10583 net.cpp:411] cont_1_loss1/lstm_cont_slice_0_split -> cont_1_loss1/lstm_cont_slice_0_split_1 | |
| I0330 00:58:46.748627 10583 net.cpp:150] Setting up cont_1_loss1/lstm_cont_slice_0_split | |
| I0330 00:58:46.748643 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748656 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748666 10583 net.cpp:165] Memory required for data: 96 | |
| I0330 00:58:46.748675 10583 layer_factory.hpp:77] Creating layer cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:46.748692 10583 net.cpp:106] Creating Layer cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:46.748703 10583 net.cpp:454] cont_2_loss1/lstm_cont_slice_1_split <- cont_2 | |
| I0330 00:58:46.748714 10583 net.cpp:411] cont_2_loss1/lstm_cont_slice_1_split -> cont_2_loss1/lstm_cont_slice_1_split_0 | |
| I0330 00:58:46.748728 10583 net.cpp:411] cont_2_loss1/lstm_cont_slice_1_split -> cont_2_loss1/lstm_cont_slice_1_split_1 | |
| I0330 00:58:46.748777 10583 net.cpp:150] Setting up cont_2_loss1/lstm_cont_slice_1_split | |
| I0330 00:58:46.748795 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748805 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748816 10583 net.cpp:165] Memory required for data: 104 | |
| I0330 00:58:46.748826 10583 layer_factory.hpp:77] Creating layer cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:46.748837 10583 net.cpp:106] Creating Layer cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:46.748847 10583 net.cpp:454] cont_3_loss1/lstm_cont_slice_2_split <- cont_3 | |
| I0330 00:58:46.748859 10583 net.cpp:411] cont_3_loss1/lstm_cont_slice_2_split -> cont_3_loss1/lstm_cont_slice_2_split_0 | |
| I0330 00:58:46.748875 10583 net.cpp:411] cont_3_loss1/lstm_cont_slice_2_split -> cont_3_loss1/lstm_cont_slice_2_split_1 | |
| I0330 00:58:46.748929 10583 net.cpp:150] Setting up cont_3_loss1/lstm_cont_slice_2_split | |
| I0330 00:58:46.748946 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748957 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.748967 10583 net.cpp:165] Memory required for data: 112 | |
| I0330 00:58:46.748977 10583 layer_factory.hpp:77] Creating layer cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:46.748991 10583 net.cpp:106] Creating Layer cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:46.749001 10583 net.cpp:454] cont_4_loss1/lstm_cont_slice_3_split <- cont_4 | |
| I0330 00:58:46.749016 10583 net.cpp:411] cont_4_loss1/lstm_cont_slice_3_split -> cont_4_loss1/lstm_cont_slice_3_split_0 | |
| I0330 00:58:46.749029 10583 net.cpp:411] cont_4_loss1/lstm_cont_slice_3_split -> cont_4_loss1/lstm_cont_slice_3_split_1 | |
| I0330 00:58:46.749076 10583 net.cpp:150] Setting up cont_4_loss1/lstm_cont_slice_3_split | |
| I0330 00:58:46.749095 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749107 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749117 10583 net.cpp:165] Memory required for data: 120 | |
| I0330 00:58:46.749127 10583 layer_factory.hpp:77] Creating layer cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:46.749140 10583 net.cpp:106] Creating Layer cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:46.749150 10583 net.cpp:454] cont_5_loss1/lstm_cont_slice_4_split <- cont_5 | |
| I0330 00:58:46.749162 10583 net.cpp:411] cont_5_loss1/lstm_cont_slice_4_split -> cont_5_loss1/lstm_cont_slice_4_split_0 | |
| I0330 00:58:46.749176 10583 net.cpp:411] cont_5_loss1/lstm_cont_slice_4_split -> cont_5_loss1/lstm_cont_slice_4_split_1 | |
| I0330 00:58:46.749222 10583 net.cpp:150] Setting up cont_5_loss1/lstm_cont_slice_4_split | |
| I0330 00:58:46.749253 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749265 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749275 10583 net.cpp:165] Memory required for data: 128 | |
| I0330 00:58:46.749285 10583 layer_factory.hpp:77] Creating layer cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:46.749297 10583 net.cpp:106] Creating Layer cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:46.749308 10583 net.cpp:454] cont_6_loss1/lstm_cont_slice_5_split <- cont_6 | |
| I0330 00:58:46.749322 10583 net.cpp:411] cont_6_loss1/lstm_cont_slice_5_split -> cont_6_loss1/lstm_cont_slice_5_split_0 | |
| I0330 00:58:46.749336 10583 net.cpp:411] cont_6_loss1/lstm_cont_slice_5_split -> cont_6_loss1/lstm_cont_slice_5_split_1 | |
| I0330 00:58:46.749385 10583 net.cpp:150] Setting up cont_6_loss1/lstm_cont_slice_5_split | |
| I0330 00:58:46.749402 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749413 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749423 10583 net.cpp:165] Memory required for data: 136 | |
| I0330 00:58:46.749433 10583 layer_factory.hpp:77] Creating layer cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:46.749445 10583 net.cpp:106] Creating Layer cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:46.749455 10583 net.cpp:454] cont_7_loss1/lstm_cont_slice_6_split <- cont_7 | |
| I0330 00:58:46.749467 10583 net.cpp:411] cont_7_loss1/lstm_cont_slice_6_split -> cont_7_loss1/lstm_cont_slice_6_split_0 | |
| I0330 00:58:46.749480 10583 net.cpp:411] cont_7_loss1/lstm_cont_slice_6_split -> cont_7_loss1/lstm_cont_slice_6_split_1 | |
| I0330 00:58:46.749528 10583 net.cpp:150] Setting up cont_7_loss1/lstm_cont_slice_6_split | |
| I0330 00:58:46.749544 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749557 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749565 10583 net.cpp:165] Memory required for data: 144 | |
| I0330 00:58:46.749575 10583 layer_factory.hpp:77] Creating layer cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:46.749588 10583 net.cpp:106] Creating Layer cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:46.749603 10583 net.cpp:454] cont_8_loss1/lstm_cont_slice_7_split <- cont_8 | |
| I0330 00:58:46.749616 10583 net.cpp:411] cont_8_loss1/lstm_cont_slice_7_split -> cont_8_loss1/lstm_cont_slice_7_split_0 | |
| I0330 00:58:46.749629 10583 net.cpp:411] cont_8_loss1/lstm_cont_slice_7_split -> cont_8_loss1/lstm_cont_slice_7_split_1 | |
| I0330 00:58:46.749677 10583 net.cpp:150] Setting up cont_8_loss1/lstm_cont_slice_7_split | |
| I0330 00:58:46.749693 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749706 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749714 10583 net.cpp:165] Memory required for data: 152 | |
| I0330 00:58:46.749724 10583 layer_factory.hpp:77] Creating layer cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:46.749737 10583 net.cpp:106] Creating Layer cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:46.749747 10583 net.cpp:454] cont_9_loss1/lstm_cont_slice_8_split <- cont_9 | |
| I0330 00:58:46.749761 10583 net.cpp:411] cont_9_loss1/lstm_cont_slice_8_split -> cont_9_loss1/lstm_cont_slice_8_split_0 | |
| I0330 00:58:46.749775 10583 net.cpp:411] cont_9_loss1/lstm_cont_slice_8_split -> cont_9_loss1/lstm_cont_slice_8_split_1 | |
| I0330 00:58:46.749822 10583 net.cpp:150] Setting up cont_9_loss1/lstm_cont_slice_8_split | |
| I0330 00:58:46.749840 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749850 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.749860 10583 net.cpp:165] Memory required for data: 160 | |
| I0330 00:58:46.749871 10583 layer_factory.hpp:77] Creating layer cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:46.749881 10583 net.cpp:106] Creating Layer cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:46.749892 10583 net.cpp:454] cont_10_loss1/lstm_cont_slice_9_split <- cont_10 | |
| I0330 00:58:46.749904 10583 net.cpp:411] cont_10_loss1/lstm_cont_slice_9_split -> cont_10_loss1/lstm_cont_slice_9_split_0 | |
| I0330 00:58:46.749917 10583 net.cpp:411] cont_10_loss1/lstm_cont_slice_9_split -> cont_10_loss1/lstm_cont_slice_9_split_1 | |
| I0330 00:58:46.749964 10583 net.cpp:150] Setting up cont_10_loss1/lstm_cont_slice_9_split | |
| I0330 00:58:46.749980 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750002 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750012 10583 net.cpp:165] Memory required for data: 168 | |
| I0330 00:58:46.750023 10583 layer_factory.hpp:77] Creating layer cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:46.750036 10583 net.cpp:106] Creating Layer cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:46.750046 10583 net.cpp:454] cont_11_loss1/lstm_cont_slice_10_split <- cont_11 | |
| I0330 00:58:46.750058 10583 net.cpp:411] cont_11_loss1/lstm_cont_slice_10_split -> cont_11_loss1/lstm_cont_slice_10_split_0 | |
| I0330 00:58:46.750072 10583 net.cpp:411] cont_11_loss1/lstm_cont_slice_10_split -> cont_11_loss1/lstm_cont_slice_10_split_1 | |
| I0330 00:58:46.750119 10583 net.cpp:150] Setting up cont_11_loss1/lstm_cont_slice_10_split | |
| I0330 00:58:46.750136 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750147 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750157 10583 net.cpp:165] Memory required for data: 176 | |
| I0330 00:58:46.750167 10583 layer_factory.hpp:77] Creating layer cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:46.750180 10583 net.cpp:106] Creating Layer cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:46.750190 10583 net.cpp:454] cont_12_loss1/lstm_cont_slice_11_split <- cont_12 | |
| I0330 00:58:46.750205 10583 net.cpp:411] cont_12_loss1/lstm_cont_slice_11_split -> cont_12_loss1/lstm_cont_slice_11_split_0 | |
| I0330 00:58:46.750217 10583 net.cpp:411] cont_12_loss1/lstm_cont_slice_11_split -> cont_12_loss1/lstm_cont_slice_11_split_1 | |
| I0330 00:58:46.750265 10583 net.cpp:150] Setting up cont_12_loss1/lstm_cont_slice_11_split | |
| I0330 00:58:46.750282 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750295 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750305 10583 net.cpp:165] Memory required for data: 184 | |
| I0330 00:58:46.750315 10583 layer_factory.hpp:77] Creating layer cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:46.750329 10583 net.cpp:106] Creating Layer cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:46.750339 10583 net.cpp:454] cont_13_loss1/lstm_cont_slice_12_split <- cont_13 | |
| I0330 00:58:46.750350 10583 net.cpp:411] cont_13_loss1/lstm_cont_slice_12_split -> cont_13_loss1/lstm_cont_slice_12_split_0 | |
| I0330 00:58:46.750363 10583 net.cpp:411] cont_13_loss1/lstm_cont_slice_12_split -> cont_13_loss1/lstm_cont_slice_12_split_1 | |
| I0330 00:58:46.750414 10583 net.cpp:150] Setting up cont_13_loss1/lstm_cont_slice_12_split | |
| I0330 00:58:46.750430 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750442 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750452 10583 net.cpp:165] Memory required for data: 192 | |
| I0330 00:58:46.750461 10583 layer_factory.hpp:77] Creating layer cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:46.750473 10583 net.cpp:106] Creating Layer cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:46.750483 10583 net.cpp:454] cont_14_loss1/lstm_cont_slice_13_split <- cont_14 | |
| I0330 00:58:46.750495 10583 net.cpp:411] cont_14_loss1/lstm_cont_slice_13_split -> cont_14_loss1/lstm_cont_slice_13_split_0 | |
| I0330 00:58:46.750509 10583 net.cpp:411] cont_14_loss1/lstm_cont_slice_13_split -> cont_14_loss1/lstm_cont_slice_13_split_1 | |
| I0330 00:58:46.750556 10583 net.cpp:150] Setting up cont_14_loss1/lstm_cont_slice_13_split | |
| I0330 00:58:46.750572 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750583 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750592 10583 net.cpp:165] Memory required for data: 200 | |
| I0330 00:58:46.750603 10583 layer_factory.hpp:77] Creating layer cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:46.750614 10583 net.cpp:106] Creating Layer cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:46.750625 10583 net.cpp:454] cont_15_loss1/lstm_cont_slice_14_split <- cont_15 | |
| I0330 00:58:46.750639 10583 net.cpp:411] cont_15_loss1/lstm_cont_slice_14_split -> cont_15_loss1/lstm_cont_slice_14_split_0 | |
| I0330 00:58:46.750658 10583 net.cpp:411] cont_15_loss1/lstm_cont_slice_14_split -> cont_15_loss1/lstm_cont_slice_14_split_1 | |
| I0330 00:58:46.750704 10583 net.cpp:150] Setting up cont_15_loss1/lstm_cont_slice_14_split | |
| I0330 00:58:46.750720 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750741 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750752 10583 net.cpp:165] Memory required for data: 208 | |
| I0330 00:58:46.750762 10583 layer_factory.hpp:77] Creating layer cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:46.750778 10583 net.cpp:106] Creating Layer cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:46.750790 10583 net.cpp:454] cont_16_loss1/lstm_cont_slice_15_split <- cont_16 | |
| I0330 00:58:46.750802 10583 net.cpp:411] cont_16_loss1/lstm_cont_slice_15_split -> cont_16_loss1/lstm_cont_slice_15_split_0 | |
| I0330 00:58:46.750815 10583 net.cpp:411] cont_16_loss1/lstm_cont_slice_15_split -> cont_16_loss1/lstm_cont_slice_15_split_1 | |
| I0330 00:58:46.750864 10583 net.cpp:150] Setting up cont_16_loss1/lstm_cont_slice_15_split | |
| I0330 00:58:46.750875 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750882 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.750888 10583 net.cpp:165] Memory required for data: 216 | |
| I0330 00:58:46.750900 10583 layer_factory.hpp:77] Creating layer cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:46.750913 10583 net.cpp:106] Creating Layer cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:46.750923 10583 net.cpp:454] cont_17_loss1/lstm_cont_slice_16_split <- cont_17 | |
| I0330 00:58:46.750936 10583 net.cpp:411] cont_17_loss1/lstm_cont_slice_16_split -> cont_17_loss1/lstm_cont_slice_16_split_0 | |
| I0330 00:58:46.750948 10583 net.cpp:411] cont_17_loss1/lstm_cont_slice_16_split -> cont_17_loss1/lstm_cont_slice_16_split_1 | |
| I0330 00:58:46.751011 10583 net.cpp:150] Setting up cont_17_loss1/lstm_cont_slice_16_split | |
| I0330 00:58:46.751030 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751041 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751050 10583 net.cpp:165] Memory required for data: 224 | |
| I0330 00:58:46.751061 10583 layer_factory.hpp:77] Creating layer cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:46.751073 10583 net.cpp:106] Creating Layer cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:46.751083 10583 net.cpp:454] cont_18_loss1/lstm_cont_slice_17_split <- cont_18 | |
| I0330 00:58:46.751101 10583 net.cpp:411] cont_18_loss1/lstm_cont_slice_17_split -> cont_18_loss1/lstm_cont_slice_17_split_0 | |
| I0330 00:58:46.751116 10583 net.cpp:411] cont_18_loss1/lstm_cont_slice_17_split -> cont_18_loss1/lstm_cont_slice_17_split_1 | |
| I0330 00:58:46.751162 10583 net.cpp:150] Setting up cont_18_loss1/lstm_cont_slice_17_split | |
| I0330 00:58:46.751180 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751193 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751202 10583 net.cpp:165] Memory required for data: 232 | |
| I0330 00:58:46.751212 10583 layer_factory.hpp:77] Creating layer cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:46.751224 10583 net.cpp:106] Creating Layer cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:46.751235 10583 net.cpp:454] cont_19_loss1/lstm_cont_slice_18_split <- cont_19 | |
| I0330 00:58:46.751246 10583 net.cpp:411] cont_19_loss1/lstm_cont_slice_18_split -> cont_19_loss1/lstm_cont_slice_18_split_0 | |
| I0330 00:58:46.751260 10583 net.cpp:411] cont_19_loss1/lstm_cont_slice_18_split -> cont_19_loss1/lstm_cont_slice_18_split_1 | |
| I0330 00:58:46.751312 10583 net.cpp:150] Setting up cont_19_loss1/lstm_cont_slice_18_split | |
| I0330 00:58:46.751329 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751343 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751353 10583 net.cpp:165] Memory required for data: 240 | |
| I0330 00:58:46.751363 10583 layer_factory.hpp:77] Creating layer cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:46.751375 10583 net.cpp:106] Creating Layer cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:46.751385 10583 net.cpp:454] cont_20_loss1/lstm_cont_slice_19_split <- cont_20 | |
| I0330 00:58:46.751399 10583 net.cpp:411] cont_20_loss1/lstm_cont_slice_19_split -> cont_20_loss1/lstm_cont_slice_19_split_0 | |
| I0330 00:58:46.751413 10583 net.cpp:411] cont_20_loss1/lstm_cont_slice_19_split -> cont_20_loss1/lstm_cont_slice_19_split_1 | |
| I0330 00:58:46.751461 10583 net.cpp:150] Setting up cont_20_loss1/lstm_cont_slice_19_split | |
| I0330 00:58:46.751477 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751498 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751508 10583 net.cpp:165] Memory required for data: 248 | |
| I0330 00:58:46.751519 10583 layer_factory.hpp:77] Creating layer cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:46.751530 10583 net.cpp:106] Creating Layer cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:46.751541 10583 net.cpp:454] cont_21_loss1/lstm_cont_slice_20_split <- cont_21 | |
| I0330 00:58:46.751552 10583 net.cpp:411] cont_21_loss1/lstm_cont_slice_20_split -> cont_21_loss1/lstm_cont_slice_20_split_0 | |
| I0330 00:58:46.751566 10583 net.cpp:411] cont_21_loss1/lstm_cont_slice_20_split -> cont_21_loss1/lstm_cont_slice_20_split_1 | |
| I0330 00:58:46.751613 10583 net.cpp:150] Setting up cont_21_loss1/lstm_cont_slice_20_split | |
| I0330 00:58:46.751629 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751641 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751651 10583 net.cpp:165] Memory required for data: 256 | |
| I0330 00:58:46.751660 10583 layer_factory.hpp:77] Creating layer cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:46.751672 10583 net.cpp:106] Creating Layer cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:46.751682 10583 net.cpp:454] cont_22_loss1/lstm_cont_slice_21_split <- cont_22 | |
| I0330 00:58:46.751698 10583 net.cpp:411] cont_22_loss1/lstm_cont_slice_21_split -> cont_22_loss1/lstm_cont_slice_21_split_0 | |
| I0330 00:58:46.751711 10583 net.cpp:411] cont_22_loss1/lstm_cont_slice_21_split -> cont_22_loss1/lstm_cont_slice_21_split_1 | |
| I0330 00:58:46.751760 10583 net.cpp:150] Setting up cont_22_loss1/lstm_cont_slice_21_split | |
| I0330 00:58:46.751776 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751788 10583 net.cpp:157] Top shape: 1 1 (1) | |
| I0330 00:58:46.751797 10583 net.cpp:165] Memory required for data: 264 | |
| I0330 00:58:46.751807 10583 layer_factory.hpp:77] Creating layer loss1/lstm_x_transform | |
| I0330 00:58:46.751824 10583 net.cpp:106] Creating Layer loss1/lstm_x_transform | |
| I0330 00:58:46.751837 10583 net.cpp:454] loss1/lstm_x_transform <- x | |
| I0330 00:58:46.751848 10583 net.cpp:411] loss1/lstm_x_transform -> W_xc_x | |
| I0330 00:58:46.752074 10583 net.cpp:150] Setting up loss1/lstm_x_transform | |
| I0330 00:58:46.752089 10583 net.cpp:157] Top shape: 22 1 2048 (45056) | |
| I0330 00:58:46.752094 10583 net.cpp:165] Memory required for data: 180488 | |
| I0330 00:58:46.752113 10583 layer_factory.hpp:77] Creating layer loss1/lstm_W_xc_x_static | |
| I0330 00:58:46.752128 10583 net.cpp:106] Creating Layer loss1/lstm_W_xc_x_static | |
| I0330 00:58:46.752138 10583 net.cpp:454] loss1/lstm_W_xc_x_static <- x_static | |
| I0330 00:58:46.752151 10583 net.cpp:411] loss1/lstm_W_xc_x_static -> W_xc_x_static_preshape | |
| I0330 00:58:46.768517 10583 net.cpp:150] Setting up loss1/lstm_W_xc_x_static | |
| I0330 00:58:46.768589 10583 net.cpp:157] Top shape: 1 2048 (2048) | |
| I0330 00:58:46.768602 10583 net.cpp:165] Memory required for data: 188680 | |
| I0330 00:58:46.768626 10583 layer_factory.hpp:77] Creating layer loss1/lstm_ | |
| I0330 00:58:46.768649 10583 net.cpp:106] Creating Layer loss1/lstm_ | |
| I0330 00:58:46.768661 10583 net.cpp:454] loss1/lstm_ <- W_xc_x_static_preshape | |
| I0330 00:58:46.768676 10583 net.cpp:411] loss1/lstm_ -> W_xc_x_static | |
| I0330 00:58:46.768723 10583 net.cpp:150] Setting up loss1/lstm_ | |
| I0330 00:58:46.768739 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.768749 10583 net.cpp:165] Memory required for data: 196872 | |
| I0330 00:58:46.768760 10583 layer_factory.hpp:77] Creating layer W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:46.768781 10583 net.cpp:106] Creating Layer W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:46.768792 10583 net.cpp:454] W_xc_x_static_loss1/lstm__0_split <- W_xc_x_static | |
| I0330 00:58:46.768806 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_0 | |
| I0330 00:58:46.768822 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_1 | |
| I0330 00:58:46.768838 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_2 | |
| I0330 00:58:46.768852 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_3 | |
| I0330 00:58:46.768899 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_4 | |
| I0330 00:58:46.768915 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_5 | |
| I0330 00:58:46.768932 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_6 | |
| I0330 00:58:46.768947 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_7 | |
| I0330 00:58:46.768962 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_8 | |
| I0330 00:58:46.768977 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_9 | |
| I0330 00:58:46.768991 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_10 | |
| I0330 00:58:46.769006 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_11 | |
| I0330 00:58:46.769021 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_12 | |
| I0330 00:58:46.769034 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_13 | |
| I0330 00:58:46.769048 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_14 | |
| I0330 00:58:46.769062 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_15 | |
| I0330 00:58:46.769075 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_16 | |
| I0330 00:58:46.769090 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_17 | |
| I0330 00:58:46.769105 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_18 | |
| I0330 00:58:46.769119 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_19 | |
| I0330 00:58:46.769134 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_20 | |
| I0330 00:58:46.769147 10583 net.cpp:411] W_xc_x_static_loss1/lstm__0_split -> W_xc_x_static_loss1/lstm__0_split_21 | |
| I0330 00:58:46.769454 10583 net.cpp:150] Setting up W_xc_x_static_loss1/lstm__0_split | |
| I0330 00:58:46.769472 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769484 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769495 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769506 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769517 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769528 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769538 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769551 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769564 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769577 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769587 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769598 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769608 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769619 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769630 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769641 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769652 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769664 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769675 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769685 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769696 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769706 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.769716 10583 net.cpp:165] Memory required for data: 377096 | |
| I0330 00:58:46.769727 10583 layer_factory.hpp:77] Creating layer loss1/lstm_W_xc_x_slice | |
| I0330 00:58:46.769749 10583 net.cpp:106] Creating Layer loss1/lstm_W_xc_x_slice | |
| I0330 00:58:46.769760 10583 net.cpp:454] loss1/lstm_W_xc_x_slice <- W_xc_x | |
| I0330 00:58:46.769778 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_1 | |
| I0330 00:58:46.769794 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_2 | |
| I0330 00:58:46.769821 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_3 | |
| I0330 00:58:46.769837 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_4 | |
| I0330 00:58:46.769851 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_5 | |
| I0330 00:58:46.769866 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_6 | |
| I0330 00:58:46.769881 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_7 | |
| I0330 00:58:46.769894 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_8 | |
| I0330 00:58:46.769912 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_9 | |
| I0330 00:58:46.769927 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_10 | |
| I0330 00:58:46.769942 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_11 | |
| I0330 00:58:46.769956 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_12 | |
| I0330 00:58:46.769970 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_13 | |
| I0330 00:58:46.769984 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_14 | |
| I0330 00:58:46.769999 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_15 | |
| I0330 00:58:46.770016 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_16 | |
| I0330 00:58:46.770030 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_17 | |
| I0330 00:58:46.770045 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_18 | |
| I0330 00:58:46.770059 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_19 | |
| I0330 00:58:46.770073 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_20 | |
| I0330 00:58:46.770088 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_21 | |
| I0330 00:58:46.770102 10583 net.cpp:411] loss1/lstm_W_xc_x_slice -> W_xc_x_22 | |
| I0330 00:58:46.770403 10583 net.cpp:150] Setting up loss1/lstm_W_xc_x_slice | |
| I0330 00:58:46.770422 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770434 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770445 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770457 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770467 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770478 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770489 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770500 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770511 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770522 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770534 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770544 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770555 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770565 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770576 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770587 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770598 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770612 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770624 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770635 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770647 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770658 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.770668 10583 net.cpp:165] Memory required for data: 557320 | |
| I0330 00:58:46.770678 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_0 | |
| I0330 00:58:46.770694 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_0 | |
| I0330 00:58:46.770705 10583 net.cpp:454] loss1/lstm_h_conted_0 <- h_0 | |
| I0330 00:58:46.770719 10583 net.cpp:454] loss1/lstm_h_conted_0 <- cont_1_loss1/lstm_cont_slice_0_split_0 | |
| I0330 00:58:46.770737 10583 net.cpp:411] loss1/lstm_h_conted_0 -> h_conted_0 | |
| I0330 00:58:46.770886 10583 net.cpp:150] Setting up loss1/lstm_h_conted_0 | |
| I0330 00:58:46.770906 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.770916 10583 net.cpp:165] Memory required for data: 559368 | |
| I0330 00:58:46.770926 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_1 | |
| I0330 00:58:46.770942 10583 net.cpp:106] Creating Layer loss1/lstm_transform_1 | |
| I0330 00:58:46.770953 10583 net.cpp:454] loss1/lstm_transform_1 <- h_conted_0 | |
| I0330 00:58:46.770995 10583 net.cpp:411] loss1/lstm_transform_1 -> W_hc_h_0 | |
| I0330 00:58:46.779484 10583 net.cpp:150] Setting up loss1/lstm_transform_1 | |
| I0330 00:58:46.779554 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.779567 10583 net.cpp:165] Memory required for data: 567560 | |
| I0330 00:58:46.779587 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_1 | |
| I0330 00:58:46.779608 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_1 | |
| I0330 00:58:46.779620 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_hc_h_0 | |
| I0330 00:58:46.779634 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_xc_x_1 | |
| I0330 00:58:46.779647 10583 net.cpp:454] loss1/lstm_gate_input_1 <- W_xc_x_static_loss1/lstm__0_split_0 | |
| I0330 00:58:46.779665 10583 net.cpp:411] loss1/lstm_gate_input_1 -> gate_input_1 | |
| I0330 00:58:46.779722 10583 net.cpp:150] Setting up loss1/lstm_gate_input_1 | |
| I0330 00:58:46.779741 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.779752 10583 net.cpp:165] Memory required for data: 575752 | |
| I0330 00:58:46.779762 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_1 | |
| I0330 00:58:46.779775 10583 net.cpp:106] Creating Layer loss1/lstm_unit_1 | |
| I0330 00:58:46.779788 10583 net.cpp:454] loss1/lstm_unit_1 <- c_0 | |
| I0330 00:58:46.779800 10583 net.cpp:454] loss1/lstm_unit_1 <- gate_input_1 | |
| I0330 00:58:46.779813 10583 net.cpp:454] loss1/lstm_unit_1 <- cont_1_loss1/lstm_cont_slice_0_split_1 | |
| I0330 00:58:46.779825 10583 net.cpp:411] loss1/lstm_unit_1 -> c_1 | |
| I0330 00:58:46.779842 10583 net.cpp:411] loss1/lstm_unit_1 -> h_1 | |
| I0330 00:58:46.779911 10583 net.cpp:150] Setting up loss1/lstm_unit_1 | |
| I0330 00:58:46.779928 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.779940 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.779950 10583 net.cpp:165] Memory required for data: 579848 | |
| I0330 00:58:46.779960 10583 layer_factory.hpp:77] Creating layer h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:46.779979 10583 net.cpp:106] Creating Layer h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:46.779992 10583 net.cpp:454] h_1_loss1/lstm_unit_1_1_split <- h_1 | |
| I0330 00:58:46.780005 10583 net.cpp:411] h_1_loss1/lstm_unit_1_1_split -> h_1_loss1/lstm_unit_1_1_split_0 | |
| I0330 00:58:46.780019 10583 net.cpp:411] h_1_loss1/lstm_unit_1_1_split -> h_1_loss1/lstm_unit_1_1_split_1 | |
| I0330 00:58:46.780076 10583 net.cpp:150] Setting up h_1_loss1/lstm_unit_1_1_split | |
| I0330 00:58:46.780093 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.780105 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.780114 10583 net.cpp:165] Memory required for data: 583944 | |
| I0330 00:58:46.780125 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_1 | |
| I0330 00:58:46.780143 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_1 | |
| I0330 00:58:46.780154 10583 net.cpp:454] loss1/lstm_h_conted_1 <- h_1_loss1/lstm_unit_1_1_split_0 | |
| I0330 00:58:46.780167 10583 net.cpp:454] loss1/lstm_h_conted_1 <- cont_2_loss1/lstm_cont_slice_1_split_0 | |
| I0330 00:58:46.780181 10583 net.cpp:411] loss1/lstm_h_conted_1 -> h_conted_1 | |
| I0330 00:58:46.780323 10583 net.cpp:150] Setting up loss1/lstm_h_conted_1 | |
| I0330 00:58:46.780349 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.780360 10583 net.cpp:165] Memory required for data: 585992 | |
| I0330 00:58:46.780371 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_2 | |
| I0330 00:58:46.780392 10583 net.cpp:106] Creating Layer loss1/lstm_transform_2 | |
| I0330 00:58:46.780405 10583 net.cpp:454] loss1/lstm_transform_2 <- h_conted_1 | |
| I0330 00:58:46.780418 10583 net.cpp:411] loss1/lstm_transform_2 -> W_hc_h_1 | |
| I0330 00:58:46.788645 10583 net.cpp:150] Setting up loss1/lstm_transform_2 | |
| I0330 00:58:46.788676 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.788688 10583 net.cpp:165] Memory required for data: 594184 | |
| I0330 00:58:46.788702 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.788714 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_2 | |
| I0330 00:58:46.788732 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_2 | |
| I0330 00:58:46.788770 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_hc_h_1 | |
| I0330 00:58:46.788784 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_xc_x_2 | |
| I0330 00:58:46.788796 10583 net.cpp:454] loss1/lstm_gate_input_2 <- W_xc_x_static_loss1/lstm__0_split_1 | |
| I0330 00:58:46.788810 10583 net.cpp:411] loss1/lstm_gate_input_2 -> gate_input_2 | |
| I0330 00:58:46.788851 10583 net.cpp:150] Setting up loss1/lstm_gate_input_2 | |
| I0330 00:58:46.788867 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.788878 10583 net.cpp:165] Memory required for data: 602376 | |
| I0330 00:58:46.788888 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_2 | |
| I0330 00:58:46.788902 10583 net.cpp:106] Creating Layer loss1/lstm_unit_2 | |
| I0330 00:58:46.788913 10583 net.cpp:454] loss1/lstm_unit_2 <- c_1 | |
| I0330 00:58:46.788924 10583 net.cpp:454] loss1/lstm_unit_2 <- gate_input_2 | |
| I0330 00:58:46.788936 10583 net.cpp:454] loss1/lstm_unit_2 <- cont_2_loss1/lstm_cont_slice_1_split_1 | |
| I0330 00:58:46.788952 10583 net.cpp:411] loss1/lstm_unit_2 -> c_2 | |
| I0330 00:58:46.788980 10583 net.cpp:411] loss1/lstm_unit_2 -> h_2 | |
| I0330 00:58:46.789046 10583 net.cpp:150] Setting up loss1/lstm_unit_2 | |
| I0330 00:58:46.789062 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.789074 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.789084 10583 net.cpp:165] Memory required for data: 606472 | |
| I0330 00:58:46.789095 10583 layer_factory.hpp:77] Creating layer h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:46.789108 10583 net.cpp:106] Creating Layer h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:46.789119 10583 net.cpp:454] h_2_loss1/lstm_unit_2_1_split <- h_2 | |
| I0330 00:58:46.789131 10583 net.cpp:411] h_2_loss1/lstm_unit_2_1_split -> h_2_loss1/lstm_unit_2_1_split_0 | |
| I0330 00:58:46.789145 10583 net.cpp:411] h_2_loss1/lstm_unit_2_1_split -> h_2_loss1/lstm_unit_2_1_split_1 | |
| I0330 00:58:46.789198 10583 net.cpp:150] Setting up h_2_loss1/lstm_unit_2_1_split | |
| I0330 00:58:46.789216 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.789227 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.789237 10583 net.cpp:165] Memory required for data: 610568 | |
| I0330 00:58:46.789247 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_2 | |
| I0330 00:58:46.789259 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_2 | |
| I0330 00:58:46.789270 10583 net.cpp:454] loss1/lstm_h_conted_2 <- h_2_loss1/lstm_unit_2_1_split_0 | |
| I0330 00:58:46.789283 10583 net.cpp:454] loss1/lstm_h_conted_2 <- cont_3_loss1/lstm_cont_slice_2_split_0 | |
| I0330 00:58:46.789295 10583 net.cpp:411] loss1/lstm_h_conted_2 -> h_conted_2 | |
| I0330 00:58:46.789384 10583 net.cpp:150] Setting up loss1/lstm_h_conted_2 | |
| I0330 00:58:46.789403 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.789413 10583 net.cpp:165] Memory required for data: 612616 | |
| I0330 00:58:46.789423 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_3 | |
| I0330 00:58:46.789438 10583 net.cpp:106] Creating Layer loss1/lstm_transform_3 | |
| I0330 00:58:46.789449 10583 net.cpp:454] loss1/lstm_transform_3 <- h_conted_2 | |
| I0330 00:58:46.789465 10583 net.cpp:411] loss1/lstm_transform_3 -> W_hc_h_2 | |
| I0330 00:58:46.797682 10583 net.cpp:150] Setting up loss1/lstm_transform_3 | |
| I0330 00:58:46.797722 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.797742 10583 net.cpp:165] Memory required for data: 620808 | |
| I0330 00:58:46.797762 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.797781 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_3 | |
| I0330 00:58:46.797797 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_3 | |
| I0330 00:58:46.797808 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_hc_h_2 | |
| I0330 00:58:46.797821 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_xc_x_3 | |
| I0330 00:58:46.797833 10583 net.cpp:454] loss1/lstm_gate_input_3 <- W_xc_x_static_loss1/lstm__0_split_2 | |
| I0330 00:58:46.797848 10583 net.cpp:411] loss1/lstm_gate_input_3 -> gate_input_3 | |
| I0330 00:58:46.797897 10583 net.cpp:150] Setting up loss1/lstm_gate_input_3 | |
| I0330 00:58:46.797915 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.797938 10583 net.cpp:165] Memory required for data: 629000 | |
| I0330 00:58:46.797950 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_3 | |
| I0330 00:58:46.797966 10583 net.cpp:106] Creating Layer loss1/lstm_unit_3 | |
| I0330 00:58:46.797977 10583 net.cpp:454] loss1/lstm_unit_3 <- c_2 | |
| I0330 00:58:46.797991 10583 net.cpp:454] loss1/lstm_unit_3 <- gate_input_3 | |
| I0330 00:58:46.798002 10583 net.cpp:454] loss1/lstm_unit_3 <- cont_3_loss1/lstm_cont_slice_2_split_1 | |
| I0330 00:58:46.798015 10583 net.cpp:411] loss1/lstm_unit_3 -> c_3 | |
| I0330 00:58:46.798029 10583 net.cpp:411] loss1/lstm_unit_3 -> h_3 | |
| I0330 00:58:46.798096 10583 net.cpp:150] Setting up loss1/lstm_unit_3 | |
| I0330 00:58:46.798115 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.798125 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.798135 10583 net.cpp:165] Memory required for data: 633096 | |
| I0330 00:58:46.798146 10583 layer_factory.hpp:77] Creating layer h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:46.798158 10583 net.cpp:106] Creating Layer h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:46.798169 10583 net.cpp:454] h_3_loss1/lstm_unit_3_1_split <- h_3 | |
| I0330 00:58:46.798182 10583 net.cpp:411] h_3_loss1/lstm_unit_3_1_split -> h_3_loss1/lstm_unit_3_1_split_0 | |
| I0330 00:58:46.798195 10583 net.cpp:411] h_3_loss1/lstm_unit_3_1_split -> h_3_loss1/lstm_unit_3_1_split_1 | |
| I0330 00:58:46.798249 10583 net.cpp:150] Setting up h_3_loss1/lstm_unit_3_1_split | |
| I0330 00:58:46.798267 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.798280 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.798290 10583 net.cpp:165] Memory required for data: 637192 | |
| I0330 00:58:46.798300 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_3 | |
| I0330 00:58:46.798313 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_3 | |
| I0330 00:58:46.798324 10583 net.cpp:454] loss1/lstm_h_conted_3 <- h_3_loss1/lstm_unit_3_1_split_0 | |
| I0330 00:58:46.798336 10583 net.cpp:454] loss1/lstm_h_conted_3 <- cont_4_loss1/lstm_cont_slice_3_split_0 | |
| I0330 00:58:46.798348 10583 net.cpp:411] loss1/lstm_h_conted_3 -> h_conted_3 | |
| I0330 00:58:46.798439 10583 net.cpp:150] Setting up loss1/lstm_h_conted_3 | |
| I0330 00:58:46.798457 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.798466 10583 net.cpp:165] Memory required for data: 639240 | |
| I0330 00:58:46.798477 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_4 | |
| I0330 00:58:46.798491 10583 net.cpp:106] Creating Layer loss1/lstm_transform_4 | |
| I0330 00:58:46.798502 10583 net.cpp:454] loss1/lstm_transform_4 <- h_conted_3 | |
| I0330 00:58:46.798516 10583 net.cpp:411] loss1/lstm_transform_4 -> W_hc_h_3 | |
| I0330 00:58:46.806676 10583 net.cpp:150] Setting up loss1/lstm_transform_4 | |
| I0330 00:58:46.806707 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.806720 10583 net.cpp:165] Memory required for data: 647432 | |
| I0330 00:58:46.806731 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.806742 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_4 | |
| I0330 00:58:46.806757 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_4 | |
| I0330 00:58:46.806768 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_hc_h_3 | |
| I0330 00:58:46.806782 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_xc_x_4 | |
| I0330 00:58:46.806793 10583 net.cpp:454] loss1/lstm_gate_input_4 <- W_xc_x_static_loss1/lstm__0_split_3 | |
| I0330 00:58:46.806807 10583 net.cpp:411] loss1/lstm_gate_input_4 -> gate_input_4 | |
| I0330 00:58:46.806850 10583 net.cpp:150] Setting up loss1/lstm_gate_input_4 | |
| I0330 00:58:46.806867 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.806877 10583 net.cpp:165] Memory required for data: 655624 | |
| I0330 00:58:46.806887 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_4 | |
| I0330 00:58:46.806900 10583 net.cpp:106] Creating Layer loss1/lstm_unit_4 | |
| I0330 00:58:46.806911 10583 net.cpp:454] loss1/lstm_unit_4 <- c_3 | |
| I0330 00:58:46.806923 10583 net.cpp:454] loss1/lstm_unit_4 <- gate_input_4 | |
| I0330 00:58:46.806936 10583 net.cpp:454] loss1/lstm_unit_4 <- cont_4_loss1/lstm_cont_slice_3_split_1 | |
| I0330 00:58:46.806962 10583 net.cpp:411] loss1/lstm_unit_4 -> c_4 | |
| I0330 00:58:46.806989 10583 net.cpp:411] loss1/lstm_unit_4 -> h_4 | |
| I0330 00:58:46.807060 10583 net.cpp:150] Setting up loss1/lstm_unit_4 | |
| I0330 00:58:46.807077 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.807088 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.807098 10583 net.cpp:165] Memory required for data: 659720 | |
| I0330 00:58:46.807109 10583 layer_factory.hpp:77] Creating layer h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:46.807123 10583 net.cpp:106] Creating Layer h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:46.807135 10583 net.cpp:454] h_4_loss1/lstm_unit_4_1_split <- h_4 | |
| I0330 00:58:46.807148 10583 net.cpp:411] h_4_loss1/lstm_unit_4_1_split -> h_4_loss1/lstm_unit_4_1_split_0 | |
| I0330 00:58:46.807162 10583 net.cpp:411] h_4_loss1/lstm_unit_4_1_split -> h_4_loss1/lstm_unit_4_1_split_1 | |
| I0330 00:58:46.807217 10583 net.cpp:150] Setting up h_4_loss1/lstm_unit_4_1_split | |
| I0330 00:58:46.807235 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.807246 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.807260 10583 net.cpp:165] Memory required for data: 663816 | |
| I0330 00:58:46.807277 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_4 | |
| I0330 00:58:46.807301 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_4 | |
| I0330 00:58:46.807320 10583 net.cpp:454] loss1/lstm_h_conted_4 <- h_4_loss1/lstm_unit_4_1_split_0 | |
| I0330 00:58:46.807333 10583 net.cpp:454] loss1/lstm_h_conted_4 <- cont_5_loss1/lstm_cont_slice_4_split_0 | |
| I0330 00:58:46.807346 10583 net.cpp:411] loss1/lstm_h_conted_4 -> h_conted_4 | |
| I0330 00:58:46.807451 10583 net.cpp:150] Setting up loss1/lstm_h_conted_4 | |
| I0330 00:58:46.807468 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.807478 10583 net.cpp:165] Memory required for data: 665864 | |
| I0330 00:58:46.807488 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_5 | |
| I0330 00:58:46.807505 10583 net.cpp:106] Creating Layer loss1/lstm_transform_5 | |
| I0330 00:58:46.807517 10583 net.cpp:454] loss1/lstm_transform_5 <- h_conted_4 | |
| I0330 00:58:46.807530 10583 net.cpp:411] loss1/lstm_transform_5 -> W_hc_h_4 | |
| I0330 00:58:46.815668 10583 net.cpp:150] Setting up loss1/lstm_transform_5 | |
| I0330 00:58:46.815701 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.815713 10583 net.cpp:165] Memory required for data: 674056 | |
| I0330 00:58:46.815726 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.815737 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_5 | |
| I0330 00:58:46.815752 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_5 | |
| I0330 00:58:46.815767 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_hc_h_4 | |
| I0330 00:58:46.815778 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_xc_x_5 | |
| I0330 00:58:46.815791 10583 net.cpp:454] loss1/lstm_gate_input_5 <- W_xc_x_static_loss1/lstm__0_split_4 | |
| I0330 00:58:46.815804 10583 net.cpp:411] loss1/lstm_gate_input_5 -> gate_input_5 | |
| I0330 00:58:46.815850 10583 net.cpp:150] Setting up loss1/lstm_gate_input_5 | |
| I0330 00:58:46.815866 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.815876 10583 net.cpp:165] Memory required for data: 682248 | |
| I0330 00:58:46.815886 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_5 | |
| I0330 00:58:46.815899 10583 net.cpp:106] Creating Layer loss1/lstm_unit_5 | |
| I0330 00:58:46.815910 10583 net.cpp:454] loss1/lstm_unit_5 <- c_4 | |
| I0330 00:58:46.815922 10583 net.cpp:454] loss1/lstm_unit_5 <- gate_input_5 | |
| I0330 00:58:46.815934 10583 net.cpp:454] loss1/lstm_unit_5 <- cont_5_loss1/lstm_cont_slice_4_split_1 | |
| I0330 00:58:46.815948 10583 net.cpp:411] loss1/lstm_unit_5 -> c_5 | |
| I0330 00:58:46.815960 10583 net.cpp:411] loss1/lstm_unit_5 -> h_5 | |
| I0330 00:58:46.816023 10583 net.cpp:150] Setting up loss1/lstm_unit_5 | |
| I0330 00:58:46.816040 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.816051 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.816062 10583 net.cpp:165] Memory required for data: 686344 | |
| I0330 00:58:46.816072 10583 layer_factory.hpp:77] Creating layer h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:46.816108 10583 net.cpp:106] Creating Layer h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:46.816121 10583 net.cpp:454] h_5_loss1/lstm_unit_5_1_split <- h_5 | |
| I0330 00:58:46.816134 10583 net.cpp:411] h_5_loss1/lstm_unit_5_1_split -> h_5_loss1/lstm_unit_5_1_split_0 | |
| I0330 00:58:46.816148 10583 net.cpp:411] h_5_loss1/lstm_unit_5_1_split -> h_5_loss1/lstm_unit_5_1_split_1 | |
| I0330 00:58:46.816201 10583 net.cpp:150] Setting up h_5_loss1/lstm_unit_5_1_split | |
| I0330 00:58:46.816218 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.816229 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.816238 10583 net.cpp:165] Memory required for data: 690440 | |
| I0330 00:58:46.816249 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_5 | |
| I0330 00:58:46.816264 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_5 | |
| I0330 00:58:46.816277 10583 net.cpp:454] loss1/lstm_h_conted_5 <- h_5_loss1/lstm_unit_5_1_split_0 | |
| I0330 00:58:46.816288 10583 net.cpp:454] loss1/lstm_h_conted_5 <- cont_6_loss1/lstm_cont_slice_5_split_0 | |
| I0330 00:58:46.816301 10583 net.cpp:411] loss1/lstm_h_conted_5 -> h_conted_5 | |
| I0330 00:58:46.816400 10583 net.cpp:150] Setting up loss1/lstm_h_conted_5 | |
| I0330 00:58:46.816417 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.816427 10583 net.cpp:165] Memory required for data: 692488 | |
| I0330 00:58:46.816438 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_6 | |
| I0330 00:58:46.816454 10583 net.cpp:106] Creating Layer loss1/lstm_transform_6 | |
| I0330 00:58:46.816467 10583 net.cpp:454] loss1/lstm_transform_6 <- h_conted_5 | |
| I0330 00:58:46.816480 10583 net.cpp:411] loss1/lstm_transform_6 -> W_hc_h_5 | |
| I0330 00:58:46.824621 10583 net.cpp:150] Setting up loss1/lstm_transform_6 | |
| I0330 00:58:46.824651 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.824663 10583 net.cpp:165] Memory required for data: 700680 | |
| I0330 00:58:46.824678 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.824692 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_6 | |
| I0330 00:58:46.824705 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_6 | |
| I0330 00:58:46.824717 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_hc_h_5 | |
| I0330 00:58:46.824728 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_xc_x_6 | |
| I0330 00:58:46.824740 10583 net.cpp:454] loss1/lstm_gate_input_6 <- W_xc_x_static_loss1/lstm__0_split_5 | |
| I0330 00:58:46.824754 10583 net.cpp:411] loss1/lstm_gate_input_6 -> gate_input_6 | |
| I0330 00:58:46.824797 10583 net.cpp:150] Setting up loss1/lstm_gate_input_6 | |
| I0330 00:58:46.824815 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.824823 10583 net.cpp:165] Memory required for data: 708872 | |
| I0330 00:58:46.824834 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_6 | |
| I0330 00:58:46.824847 10583 net.cpp:106] Creating Layer loss1/lstm_unit_6 | |
| I0330 00:58:46.824858 10583 net.cpp:454] loss1/lstm_unit_6 <- c_5 | |
| I0330 00:58:46.824870 10583 net.cpp:454] loss1/lstm_unit_6 <- gate_input_6 | |
| I0330 00:58:46.824882 10583 net.cpp:454] loss1/lstm_unit_6 <- cont_6_loss1/lstm_cont_slice_5_split_1 | |
| I0330 00:58:46.824894 10583 net.cpp:411] loss1/lstm_unit_6 -> c_6 | |
| I0330 00:58:46.824908 10583 net.cpp:411] loss1/lstm_unit_6 -> h_6 | |
| I0330 00:58:46.824975 10583 net.cpp:150] Setting up loss1/lstm_unit_6 | |
| I0330 00:58:46.824993 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.825004 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.825014 10583 net.cpp:165] Memory required for data: 712968 | |
| I0330 00:58:46.825024 10583 layer_factory.hpp:77] Creating layer h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:46.825039 10583 net.cpp:106] Creating Layer h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:46.825050 10583 net.cpp:454] h_6_loss1/lstm_unit_6_1_split <- h_6 | |
| I0330 00:58:46.825063 10583 net.cpp:411] h_6_loss1/lstm_unit_6_1_split -> h_6_loss1/lstm_unit_6_1_split_0 | |
| I0330 00:58:46.825078 10583 net.cpp:411] h_6_loss1/lstm_unit_6_1_split -> h_6_loss1/lstm_unit_6_1_split_1 | |
| I0330 00:58:46.825127 10583 net.cpp:150] Setting up h_6_loss1/lstm_unit_6_1_split | |
| I0330 00:58:46.825144 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.825168 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.825179 10583 net.cpp:165] Memory required for data: 717064 | |
| I0330 00:58:46.825191 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_6 | |
| I0330 00:58:46.825206 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_6 | |
| I0330 00:58:46.825222 10583 net.cpp:454] loss1/lstm_h_conted_6 <- h_6_loss1/lstm_unit_6_1_split_0 | |
| I0330 00:58:46.825234 10583 net.cpp:454] loss1/lstm_h_conted_6 <- cont_7_loss1/lstm_cont_slice_6_split_0 | |
| I0330 00:58:46.825248 10583 net.cpp:411] loss1/lstm_h_conted_6 -> h_conted_6 | |
| I0330 00:58:46.825341 10583 net.cpp:150] Setting up loss1/lstm_h_conted_6 | |
| I0330 00:58:46.825359 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.825369 10583 net.cpp:165] Memory required for data: 719112 | |
| I0330 00:58:46.825381 10583 layer_factory.hpp:77] Creating layer loss1/lstm_transform_7 | |
| I0330 00:58:46.825397 10583 net.cpp:106] Creating Layer loss1/lstm_transform_7 | |
| I0330 00:58:46.825408 10583 net.cpp:454] loss1/lstm_transform_7 <- h_conted_6 | |
| I0330 00:58:46.825423 10583 net.cpp:411] loss1/lstm_transform_7 -> W_hc_h_6 | |
| I0330 00:58:46.833547 10583 net.cpp:150] Setting up loss1/lstm_transform_7 | |
| I0330 00:58:46.833578 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.833591 10583 net.cpp:165] Memory required for data: 727304 | |
| I0330 00:58:46.833602 10583 net.cpp:514] Sharing parameters 'W_hc' owned by layer 'loss1/lstm_transform_1', param index 0 | |
| I0330 00:58:46.833614 10583 layer_factory.hpp:77] Creating layer loss1/lstm_gate_input_7 | |
| I0330 00:58:46.833631 10583 net.cpp:106] Creating Layer loss1/lstm_gate_input_7 | |
| I0330 00:58:46.833643 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_hc_h_6 | |
| I0330 00:58:46.833655 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_xc_x_7 | |
| I0330 00:58:46.833667 10583 net.cpp:454] loss1/lstm_gate_input_7 <- W_xc_x_static_loss1/lstm__0_split_6 | |
| I0330 00:58:46.833680 10583 net.cpp:411] loss1/lstm_gate_input_7 -> gate_input_7 | |
| I0330 00:58:46.833721 10583 net.cpp:150] Setting up loss1/lstm_gate_input_7 | |
| I0330 00:58:46.833739 10583 net.cpp:157] Top shape: 1 1 2048 (2048) | |
| I0330 00:58:46.833748 10583 net.cpp:165] Memory required for data: 735496 | |
| I0330 00:58:46.833758 10583 layer_factory.hpp:77] Creating layer loss1/lstm_unit_7 | |
| I0330 00:58:46.833775 10583 net.cpp:106] Creating Layer loss1/lstm_unit_7 | |
| I0330 00:58:46.833786 10583 net.cpp:454] loss1/lstm_unit_7 <- c_6 | |
| I0330 00:58:46.833798 10583 net.cpp:454] loss1/lstm_unit_7 <- gate_input_7 | |
| I0330 00:58:46.833811 10583 net.cpp:454] loss1/lstm_unit_7 <- cont_7_loss1/lstm_cont_slice_6_split_1 | |
| I0330 00:58:46.833823 10583 net.cpp:411] loss1/lstm_unit_7 -> c_7 | |
| I0330 00:58:46.833837 10583 net.cpp:411] loss1/lstm_unit_7 -> h_7 | |
| I0330 00:58:46.833900 10583 net.cpp:150] Setting up loss1/lstm_unit_7 | |
| I0330 00:58:46.833917 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.833930 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.833940 10583 net.cpp:165] Memory required for data: 739592 | |
| I0330 00:58:46.833950 10583 layer_factory.hpp:77] Creating layer h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:46.833964 10583 net.cpp:106] Creating Layer h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:46.833976 10583 net.cpp:454] h_7_loss1/lstm_unit_7_1_split <- h_7 | |
| I0330 00:58:46.833988 10583 net.cpp:411] h_7_loss1/lstm_unit_7_1_split -> h_7_loss1/lstm_unit_7_1_split_0 | |
| I0330 00:58:46.834002 10583 net.cpp:411] h_7_loss1/lstm_unit_7_1_split -> h_7_loss1/lstm_unit_7_1_split_1 | |
| I0330 00:58:46.834053 10583 net.cpp:150] Setting up h_7_loss1/lstm_unit_7_1_split | |
| I0330 00:58:46.834070 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.834084 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.834094 10583 net.cpp:165] Memory required for data: 743688 | |
| I0330 00:58:46.834103 10583 layer_factory.hpp:77] Creating layer loss1/lstm_h_conted_7 | |
| I0330 00:58:46.834117 10583 net.cpp:106] Creating Layer loss1/lstm_h_conted_7 | |
| I0330 00:58:46.834131 10583 net.cpp:454] loss1/lstm_h_conted_7 <- h_7_loss1/lstm_unit_7_1_split_0 | |
| I0330 00:58:46.834143 10583 net.cpp:454] loss1/lstm_h_conted_7 <- cont_8_loss1/lstm_cont_slice_7_split_0 | |
| I0330 00:58:46.834170 10583 net.cpp:411] loss1/lstm_h_conted_7 -> h_conted_7 | |
| I0330 00:58:46.834266 10583 net.cpp:150] Setting up loss1/lstm_h_conted_7 | |
| I0330 00:58:46.834285 10583 net.cpp:157] Top shape: 1 1 512 (512) | |
| I0330 00:58:46.834295 10583 net.cpp:165] Memory required for data: 745736 | |
| I0330 00:58:46.834306 10583 layer_factory.hpp:77] |
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