{"action":"created","issue":{"url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/3","repository_url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16","labels_url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/3/comments","events_url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/3/events","html_url":"https://github.com/rksltnl/Deep-Metric-Learning-CVPR16/issues/3","id":164493498,"number":3,"title":"loss = nan when setting embedding size to 64","user":{"login":"BeSlower","id":10535357,"avatar_url":"https://avatars.githubusercontent.com/u/10535357?v=3","gravatar_id":"","url":"https://api.github.com/users/BeSlower","html_url":"https://github.com/BeSlower","followers_url":"https://api.github.com/users/BeSlower/followers","following_url":"https://api.github.com/users/BeSlower/following{/other_user}","gists_url":"https://api.github.com/users/BeSlower/gists{/gist_id}","starred_url":"https://api.github.com/users/BeSlower/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/BeSlower/subscriptions","organizations_url":"https://api.github.com/users/BeSlower/orgs","repos_url":"https://api.github.com/users/BeSlower/repos","events_url":"https://api.github.com/users/BeSlower/events{/privacy}","received_events_url":"https://api.github.com/users/BeSlower/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":5,"created_at":"2016-07-08T09:33:19Z","updated_at":"2016-07-11T01:31:41Z","closed_at":"2016-07-10T07:02:46Z","body":"Hi,\r\nAt first time, when I set the learning rate = 0.01, the loss shows nan for all kinds of embedding size. Therefore, I decrease the learning rate to 0.0001. It works for all embedding size except 64. Could you help me to check it? Attached is the log when embedding size = 64.\r\n\r\nAnother thing is that I did't follow your procedure to generate the lmdb data because you don't have too many documentations about the input organization or format for your Matlab code. So, I use the image data layer at the beginning of the network. I just wanna make sure it won't conflict with the loss layer you implemented. \r\n\r\n(update)\r\nFinally, loss = nan for all kinds of embedding size.\r\n\r\nBest regards,\r\nZhan\r\n\r\n```\r\nI0709 01:02:44.728183 11133 caffe.cpp:185] Using GPUs 5\r\nI0709 01:02:44.777431 11133 caffe.cpp:190] GPU 5: Tesla K80\r\nI0709 01:02:45.141552 11133 solver.cpp:48] Initializing solver from parameters: \r\nbase_lr: 0.0001\r\ndisplay: 10\r\nmax_iter: 200000\r\nlr_policy: \"step\"\r\ngamma: 0.1\r\nmomentum: 0.9\r\nweight_decay: 0.0002\r\nstepsize: 100000\r\nsnapshot: 6636\r\nsnapshot_prefix: \"/home/hikvision/shizhan/Deep-Metric-Learning-CVPR16-master/result/v3_lifted_64/\"\r\nsolver_mode: GPU\r\ndevice_id: 5\r\nnet: \"/home/hikvision/shizhan/Deep-Metric-Learning-CVPR16-master/my_model/inceptionv3_lifted_64_trainval.prototxt\"\r\naverage_loss: 10\r\niter_size: 1\r\nI0709 01:02:45.141763 11133 solver.cpp:91] Creating training net from net file: /home/hikvision/shizhan/Deep-Metric-Learning-CVPR16-master/my_model/inceptionv3_lifted_64_trainval.prototxt\r\nI0709 01:02:45.149375 11133 net.cpp:49] Initializing net from parameters: \r\nname: \"Inception_v3\"\r\nstate {\r\n  phase: TRAIN\r\n}\r\nlayer {\r\n  name: \"data\"\r\n  type: \"ImageData\"\r\n  top: \"data\"\r\n  top: \"label\"\r\n  transform_param {\r\n    mirror: true\r\n    crop_size: 299\r\n    mean_value: 103.94\r\n    mean_value: 116.78\r\n    mean_value: 123.68\r\n  }\r\n  image_data_param {\r\n    source: \"/home/hikvision/shizhan/Deep-Metric-Learning-CVPR16-master/train.txt\"\r\n    batch_size: 32\r\n    new_height: 320\r\n    new_width: 320\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv1_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"data\"\r\n  top: \"conv1_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 32\r\n    bias_term: false\r\n    pad: 0\r\n    kernel_size: 3\r\n    stride: 2\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv1_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv1_1\"\r\n  top: \"conv1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu1_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv1_1/bn\"\r\n  top: \"conv1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv1_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv1_1/bn\"\r\n  top: \"conv1_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 32\r\n    bias_term: false\r\n    pad: 0\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv1_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv1_2\"\r\n  top: \"conv1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu1_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv1_2/bn\"\r\n  top: \"conv1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv1_3\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv1_2/bn\"\r\n  top: \"conv1_3\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv1_3/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv1_3\"\r\n  top: \"conv1_3/bn\"\r\n}\r\nlayer {\r\n  name: \"relu1_3\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv1_3/bn\"\r\n  top: \"conv1_3/bn\"\r\n}\r\nlayer {\r\n  name: \"pool1\"\r\n  type: \"Pooling\"\r\n  bottom: \"conv1_3/bn\"\r\n  top: \"pool1\"\r\n  pooling_param {\r\n    pool: MAX\r\n    kernel_size: 3\r\n    stride: 2\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv2_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"pool1\"\r\n  top: \"conv2_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 80\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv2_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv2_1\"\r\n  top: \"conv2_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu2_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv2_1/bn\"\r\n  top: \"conv2_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv2_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv2_1/bn\"\r\n  top: \"conv2_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv2_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv2_2\"\r\n  top: \"conv2_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu2_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv2_2/bn\"\r\n  top: \"conv2_2/bn\"\r\n}\r\nlayer {\r\n  name: \"pool2\"\r\n  type: \"Pooling\"\r\n  bottom: \"conv2_2/bn\"\r\n  top: \"pool2\"\r\n  pooling_param {\r\n    pool: MAX\r\n    kernel_size: 3\r\n    stride: 2\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"pool2\"\r\n  top: \"conv3a_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t1_1x1\"\r\n  top: \"conv3a_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t1_1x1/bn\"\r\n  top: \"conv3a_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"pool2\"\r\n  top: \"conv3a_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 48\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t2_1x1\"\r\n  top: \"conv3a_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t2_1x1/bn\"\r\n  top: \"conv3a_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t2_5x5\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3a_t2_1x1/bn\"\r\n  top: \"conv3a_t2_5x5\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    pad: 2\r\n    kernel_size: 5\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t2_5x5/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t2_5x5\"\r\n  top: \"conv3a_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t2_5x5\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t2_5x5/bn\"\r\n  top: \"conv3a_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"pool2\"\r\n  top: \"conv3a_t3_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t3_1x1\"\r\n  top: \"conv3a_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t3_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t3_1x1/bn\"\r\n  top: \"conv3a_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_3x3_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3a_t3_1x1/bn\"\r\n  top: \"conv3a_t3_3x3_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_3x3_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t3_3x3_1\"\r\n  top: \"conv3a_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t3_3x3_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t3_3x3_1/bn\"\r\n  top: \"conv3a_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_3x3_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3a_t3_3x3_1/bn\"\r\n  top: \"conv3a_t3_3x3_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t3_3x3_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t3_3x3_2\"\r\n  top: \"conv3a_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t3_3x3_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t3_3x3_2/bn\"\r\n  top: \"conv3a_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3a_t4_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"pool2\"\r\n  top: \"conv3a_t4_pool\"\r\n  pooling_param {\r\n    pool: AVE\r\n    kernel_size: 3\r\n    stride: 1\r\n    pad: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t4_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3a_t4_pool\"\r\n  top: \"conv3a_t4_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 32\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3a_t4_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3a_t4_1x1\"\r\n  top: \"conv3a_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3a_t4_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3a_t4_1x1/bn\"\r\n  top: \"conv3a_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"inception_3a\"\r\n  type: \"Concat\"\r\n  bottom: \"conv3a_t1_1x1/bn\"\r\n  bottom: \"conv3a_t2_5x5/bn\"\r\n  bottom: \"conv3a_t3_3x3_2/bn\"\r\n  bottom: \"conv3a_t4_1x1/bn\"\r\n  top: \"inception_3a\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3a\"\r\n  top: \"conv3b_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t1_1x1\"\r\n  top: \"conv3b_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t1_1x1/bn\"\r\n  top: \"conv3b_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3a\"\r\n  top: \"conv3b_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 48\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t2_1x1\"\r\n  top: \"conv3b_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t2_1x1/bn\"\r\n  top: \"conv3b_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t2_5x5\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3b_t2_1x1/bn\"\r\n  top: \"conv3b_t2_5x5\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    pad: 2\r\n    kernel_size: 5\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t2_5x5/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t2_5x5\"\r\n  top: \"conv3b_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t2_5x5\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t2_5x5/bn\"\r\n  top: \"conv3b_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3a\"\r\n  top: \"conv3b_t3_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t3_1x1\"\r\n  top: \"conv3b_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t3_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t3_1x1/bn\"\r\n  top: \"conv3b_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_3x3_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3b_t3_1x1/bn\"\r\n  top: \"conv3b_t3_3x3_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_3x3_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t3_3x3_1\"\r\n  top: \"conv3b_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t3_3x3_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t3_3x3_1/bn\"\r\n  top: \"conv3b_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_3x3_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3b_t3_3x3_1/bn\"\r\n  top: \"conv3b_t3_3x3_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t3_3x3_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t3_3x3_2\"\r\n  top: \"conv3b_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t3_3x3_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t3_3x3_2/bn\"\r\n  top: \"conv3b_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3b_t4_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"inception_3a\"\r\n  top: \"conv3b_t4_pool\"\r\n  pooling_param {\r\n    pool: AVE\r\n    kernel_size: 3\r\n    stride: 1\r\n    pad: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t4_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3b_t4_pool\"\r\n  top: \"conv3b_t4_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3b_t4_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3b_t4_1x1\"\r\n  top: \"conv3b_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3b_t4_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3b_t4_1x1/bn\"\r\n  top: \"conv3b_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"inception_3b\"\r\n  type: \"Concat\"\r\n  bottom: \"conv3b_t1_1x1/bn\"\r\n  bottom: \"conv3b_t2_5x5/bn\"\r\n  bottom: \"conv3b_t3_3x3_2/bn\"\r\n  bottom: \"conv3b_t4_1x1/bn\"\r\n  top: \"inception_3b\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3b\"\r\n  top: \"conv3c_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t1_1x1\"\r\n  top: \"conv3c_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t1_1x1/bn\"\r\n  top: \"conv3c_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3b\"\r\n  top: \"conv3c_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 48\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t2_1x1\"\r\n  top: \"conv3c_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t2_1x1/bn\"\r\n  top: \"conv3c_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t2_5x5\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3c_t2_1x1/bn\"\r\n  top: \"conv3c_t2_5x5\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    pad: 2\r\n    kernel_size: 5\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t2_5x5/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t2_5x5\"\r\n  top: \"conv3c_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t2_5x5\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t2_5x5/bn\"\r\n  top: \"conv3c_t2_5x5/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3b\"\r\n  top: \"conv3c_t3_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t3_1x1\"\r\n  top: \"conv3c_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t3_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t3_1x1/bn\"\r\n  top: \"conv3c_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_3x3_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3c_t3_1x1/bn\"\r\n  top: \"conv3c_t3_3x3_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_3x3_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t3_3x3_1\"\r\n  top: \"conv3c_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t3_3x3_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t3_3x3_1/bn\"\r\n  top: \"conv3c_t3_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_3x3_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3c_t3_3x3_1/bn\"\r\n  top: \"conv3c_t3_3x3_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t3_3x3_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t3_3x3_2\"\r\n  top: \"conv3c_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t3_3x3_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t3_3x3_2/bn\"\r\n  top: \"conv3c_t3_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3c_t4_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"inception_3b\"\r\n  top: \"conv3c_t4_pool\"\r\n  pooling_param {\r\n    pool: AVE\r\n    kernel_size: 3\r\n    stride: 1\r\n    pad: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t4_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3c_t4_pool\"\r\n  top: \"conv3c_t4_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3c_t4_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3c_t4_1x1\"\r\n  top: \"conv3c_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3c_t4_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3c_t4_1x1/bn\"\r\n  top: \"conv3c_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"inception_3c\"\r\n  type: \"Concat\"\r\n  bottom: \"conv3c_t1_1x1/bn\"\r\n  bottom: \"conv3c_t2_5x5/bn\"\r\n  bottom: \"conv3c_t3_3x3_2/bn\"\r\n  bottom: \"conv3c_t4_1x1/bn\"\r\n  top: \"inception_3c\"\r\n}\r\nlayer {\r\n  name: \"conv3d_t1_3x3\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3c\"\r\n  top: \"conv3d_t1_3x3\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 384\r\n    bias_term: false\r\n    kernel_size: 3\r\n    stride: 2\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3d_t1_3x3/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3d_t1_3x3\"\r\n  top: \"conv3d_t1_3x3/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3d_t1_3x3\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3d_t1_3x3/bn\"\r\n  top: \"conv3d_t1_3x3/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3c\"\r\n  top: \"conv3d_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 64\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3d_t2_1x1\"\r\n  top: \"conv3d_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3d_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3d_t2_1x1/bn\"\r\n  top: \"conv3d_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_3x3_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3d_t2_1x1/bn\"\r\n  top: \"conv3d_t2_3x3_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    pad: 1\r\n    kernel_size: 3\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_3x3_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3d_t2_3x3_1\"\r\n  top: \"conv3d_t2_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3d_t3_3x3_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3d_t2_3x3_1/bn\"\r\n  top: \"conv3d_t2_3x3_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_3x3_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv3d_t2_3x3_1/bn\"\r\n  top: \"conv3d_t2_3x3_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 96\r\n    bias_term: false\r\n    kernel_size: 3\r\n    stride: 2\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv3d_t2_3x3_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv3d_t2_3x3_2\"\r\n  top: \"conv3d_t2_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu3d_t3_3x3_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv3d_t2_3x3_2/bn\"\r\n  top: \"conv3d_t2_3x3_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv3d_t3_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"inception_3c\"\r\n  top: \"conv3d_t3_pool\"\r\n  pooling_param {\r\n    pool: MAX\r\n    kernel_size: 3\r\n    stride: 2\r\n  }\r\n}\r\nlayer {\r\n  name: \"inception_3d\"\r\n  type: \"Concat\"\r\n  bottom: \"conv3d_t1_3x3/bn\"\r\n  bottom: \"conv3d_t2_3x3_2/bn\"\r\n  bottom: \"conv3d_t3_pool\"\r\n  top: \"inception_3d\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3d\"\r\n  top: \"conv4a_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t1_1x1\"\r\n  top: \"conv4a_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t1_1x1/bn\"\r\n  top: \"conv4a_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3d\"\r\n  top: \"conv4a_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t2_1x1\"\r\n  top: \"conv4a_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t2_1x1/bn\"\r\n  top: \"conv4a_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_1x7\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t2_1x1/bn\"\r\n  top: \"conv4a_t2_1x7\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_1x7/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t2_1x7\"\r\n  top: \"conv4a_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t2_1x7\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t2_1x7/bn\"\r\n  top: \"conv4a_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_7x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t2_1x7/bn\"\r\n  top: \"conv4a_t2_7x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t2_7x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t2_7x1\"\r\n  top: \"conv4a_t2_7x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t2_7x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t2_7x1/bn\"\r\n  top: \"conv4a_t2_7x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_3d\"\r\n  top: \"conv4a_t3_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t3_1x1\"\r\n  top: \"conv4a_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t3_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t3_1x1/bn\"\r\n  top: \"conv4a_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_7x1_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t3_1x1/bn\"\r\n  top: \"conv4a_t3_7x1_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_7x1_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t3_7x1_1\"\r\n  top: \"conv4a_t3_7x1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t3_7x1_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t3_7x1_1/bn\"\r\n  top: \"conv4a_t3_7x1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x7_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t3_7x1_1/bn\"\r\n  top: \"conv4a_t3_1x7_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x7_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t3_1x7_1\"\r\n  top: \"conv4a_t3_1x7_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t3_1x7_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t3_1x7_1/bn\"\r\n  top: \"conv4a_t3_1x7_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_7x1_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t3_1x7_1/bn\"\r\n  top: \"conv4a_t3_7x1_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 128\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_7x1_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t3_7x1_2\"\r\n  top: \"conv4a_t3_7x1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t3_7x1_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t3_7x1_2/bn\"\r\n  top: \"conv4a_t3_7x1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x7_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t3_7x1_2/bn\"\r\n  top: \"conv4a_t3_1x7_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t3_1x7_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t3_1x7_2\"\r\n  top: \"conv4a_t3_1x7_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t3_1x7_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t3_1x7_2/bn\"\r\n  top: \"conv4a_t3_1x7_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4a_t4_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"inception_3d\"\r\n  top: \"conv4a_t4_pool\"\r\n  pooling_param {\r\n    pool: AVE\r\n    kernel_size: 3\r\n    stride: 1\r\n    pad: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t4_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4a_t4_pool\"\r\n  top: \"conv4a_t4_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4a_t4_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4a_t4_1x1\"\r\n  top: \"conv4a_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4a_t4_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4a_t4_1x1/bn\"\r\n  top: \"conv4a_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"inception_4a\"\r\n  type: \"Concat\"\r\n  bottom: \"conv4a_t1_1x1/bn\"\r\n  bottom: \"conv4a_t2_7x1/bn\"\r\n  bottom: \"conv4a_t3_1x7_2/bn\"\r\n  bottom: \"conv4a_t4_1x1/bn\"\r\n  top: \"inception_4a\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_4a\"\r\n  top: \"conv4b_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t1_1x1\"\r\n  top: \"conv4b_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t1_1x1/bn\"\r\n  top: \"conv4b_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_4a\"\r\n  top: \"conv4b_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t2_1x1\"\r\n  top: \"conv4b_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t2_1x1/bn\"\r\n  top: \"conv4b_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_1x7\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t2_1x1/bn\"\r\n  top: \"conv4b_t2_1x7\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_1x7/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t2_1x7\"\r\n  top: \"conv4b_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t2_1x7\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t2_1x7/bn\"\r\n  top: \"conv4b_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_7x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t2_1x7/bn\"\r\n  top: \"conv4b_t2_7x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t2_7x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t2_7x1\"\r\n  top: \"conv4b_t2_7x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t2_7x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t2_7x1/bn\"\r\n  top: \"conv4b_t2_7x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_4a\"\r\n  top: \"conv4b_t3_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t3_1x1\"\r\n  top: \"conv4b_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t3_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t3_1x1/bn\"\r\n  top: \"conv4b_t3_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_7x1_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t3_1x1/bn\"\r\n  top: \"conv4b_t3_7x1_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_7x1_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t3_7x1_1\"\r\n  top: \"conv4b_t3_7x1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t3_7x1_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t3_7x1_1/bn\"\r\n  top: \"conv4b_t3_7x1_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x7_1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t3_7x1_1/bn\"\r\n  top: \"conv4b_t3_1x7_1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x7_1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t3_1x7_1\"\r\n  top: \"conv4b_t3_1x7_1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t3_1x7_1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t3_1x7_1/bn\"\r\n  top: \"conv4b_t3_1x7_1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_7x1_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t3_1x7_1/bn\"\r\n  top: \"conv4b_t3_7x1_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 3\r\n    pad_w: 0\r\n    kernel_h: 7\r\n    kernel_w: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_7x1_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t3_7x1_2\"\r\n  top: \"conv4b_t3_7x1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t3_7x1_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t3_7x1_2/bn\"\r\n  top: \"conv4b_t3_7x1_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x7_2\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t3_7x1_2/bn\"\r\n  top: \"conv4b_t3_1x7_2\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t3_1x7_2/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t3_1x7_2\"\r\n  top: \"conv4b_t3_1x7_2/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t3_1x7_2\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t3_1x7_2/bn\"\r\n  top: \"conv4b_t3_1x7_2/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4b_t4_pool\"\r\n  type: \"Pooling\"\r\n  bottom: \"inception_4a\"\r\n  top: \"conv4b_t4_pool\"\r\n  pooling_param {\r\n    pool: AVE\r\n    kernel_size: 3\r\n    stride: 1\r\n    pad: 1\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t4_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4b_t4_pool\"\r\n  top: \"conv4b_t4_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4b_t4_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4b_t4_1x1\"\r\n  top: \"conv4b_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4b_t4 _1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4b_t4_1x1/bn\"\r\n  top: \"conv4b_t4_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"inception_4b\"\r\n  type: \"Concat\"\r\n  bottom: \"conv4b_t1_1x1/bn\"\r\n  bottom: \"conv4b_t2_7x1/bn\"\r\n  bottom: \"conv4b_t3_1x7_2/bn\"\r\n  bottom: \"conv4b_t4_1x1/bn\"\r\n  top: \"inception_4b\"\r\n}\r\nlayer {\r\n  name: \"conv4c_t1_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_4b\"\r\n  top: \"conv4c_t1_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 192\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4c_t1_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4c_t1_1x1\"\r\n  top: \"conv4c_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4c_t1_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4c_t1_1x1/bn\"\r\n  top: \"conv4c_t1_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4c_t2_1x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"inception_4b\"\r\n  top: \"conv4c_t2_1x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    kernel_size: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4c_t2_1x1/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4c_t2_1x1\"\r\n  top: \"conv4c_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4c_t2_1x1\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4c_t2_1x1/bn\"\r\n  top: \"conv4c_t2_1x1/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4c_t2_1x7\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4c_t2_1x1/bn\"\r\n  top: \"conv4c_t2_1x7\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  convolution_param {\r\n    num_output: 160\r\n    bias_term: false\r\n    stride: 1\r\n    weight_filler {\r\n      type: \"msra\"\r\n    }\r\n    pad_h: 0\r\n    pad_w: 3\r\n    kernel_h: 1\r\n    kernel_w: 7\r\n  }\r\n}\r\nlayer {\r\n  name: \"conv4c_t2_1x7/bn\"\r\n  type: \"LBN\"\r\n  bottom: \"conv4c_t2_1x7\"\r\n  top: \"conv4c_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"relu4c_t2_1x7\"\r\n  type: \"ReLU\"\r\n  bottom: \"conv4c_t2_1x7/bn\"\r\n  top: \"conv4c_t2_1x7/bn\"\r\n}\r\nlayer {\r\n  name: \"conv4c_t2_7x1\"\r\n  type: \"Convolution\"\r\n  bottom: \"conv4c_t2_1x7/bn\"\r\n  top: \"conv4c_t2_7x1\"\r\n  param {\r\n    lr_mult: 1\r\n    decay_mult: 1\r\n  }\r\n  conv\r\nI0709 01:02:45.150965 11133 layer_factory.hpp:77] Creating layer data\r\nI0709 01:02:45.151046 11133 net.cpp:91] Creating Layer data\r\nI0709 01:02:45.151057 11133 net.cpp:399] data -> data\r\nI0709 01:02:45.151103 11133 net.cpp:399] data -> label\r\nI0709 01:02:45.151518 11133 image_data_layer.cpp:38] Opening file /home/hikvision/shizhan/Deep-Metric-Learning-CVPR16-master/train.txt\r\nI0709 01:02:45.292803 11133 image_data_layer.cpp:53] A total of 212340 images.\r\nI0709 01:02:45.311744 11133 image_data_layer.cpp:80] output data size: 32,3,299,299\r\nI0709 01:02:45.405448 11133 net.cpp:141] Setting up data\r\nI0709 01:02:45.405522 11133 net.cpp:148] Top shape: 32 3 299 299 (8582496)\r\nI0709 01:02:45.405530 11133 net.cpp:148] Top shape: 32 (32)\r\nI0709 01:02:45.405535 11133 net.cpp:156] Memory required for data: 34330112\r\nI0709 01:02:45.405552 11133 layer_factory.hpp:77] Creating layer conv1_1\r\nI0709 01:02:45.405594 11133 net.cpp:91] Creating Layer conv1_1\r\nI0709 01:02:45.405603 11133 net.cpp:425] conv1_1 <- data\r\nI0709 01:02:45.405627 11133 net.cpp:399] conv1_1 -> conv1_1\r\nI0709 01:02:45.635128 11133 net.cpp:141] Setting up conv1_1\r\nI0709 01:02:45.635229 11133 net.cpp:148] Top shape: 32 32 149 149 (22733824)\r\nI0709 01:02:45.635264 11133 net.cpp:156] Memory required for data: 125265408\r\nI0709 01:02:45.635306 11133 layer_factory.hpp:77] Creating layer conv1_1/bn\r\nI0709 01:02:45.635349 11133 net.cpp:91] Creating Layer conv1_1/bn\r\nI0709 01:02:45.635378 11133 net.cpp:425] conv1_1/bn <- conv1_1\r\nI0709 01:02:45.635416 11133 net.cpp:399] conv1_1/bn -> conv1_1/bn\r\nI0709 01:02:45.636653 11133 net.cpp:141] Setting up conv1_1/bn\r\nI0709 01:02:45.636699 11133 net.cpp:148] Top shape: 32 32 149 149 (22733824)\r\nI0709 01:02:45.636724 11133 net.cpp:156] Memory required for data: 216200704\r\nI0709 01:02:45.636767 11133 layer_factory.hpp:77] Creating layer relu1_1\r\nI0709 01:02:45.636801 11133 net.cpp:91] Creating Layer relu1_1\r\nI0709 01:02:45.636829 11133 net.cpp:425] relu1_1 <- conv1_1/bn\r\nI0709 01:02:45.636858 11133 net.cpp:386] relu1_1 -> conv1_1/bn (in-place)\r\nI0709 01:02:45.637173 11133 net.cpp:141] Setting up relu1_1\r\nI0709 01:02:45.637190 11133 net.cpp:148] Top shape: 32 32 149 149 (22733824)\r\nI0709 01:02:45.637208 11133 net.cpp:156] Memory required for data: 307136000\r\nI0709 01:02:45.637214 11133 layer_factory.hpp:77] Creating layer conv1_2\r\nI0709 01:02:45.637238 11133 net.cpp:91] Creating Layer conv1_2\r\nI0709 01:02:45.637246 11133 net.cpp:425] conv1_2 <- conv1_1/bn\r\nI0709 01:02:45.637259 11133 net.cpp:399] conv1_2 -> conv1_2\r\nI0709 01:02:45.640362 11133 net.cpp:141] Setting up conv1_2\r\nI0709 01:02:45.640411 11133 net.cpp:148] Top shape: 32 32 147 147 (22127616)\r\nI0709 01:02:45.640419 11133 net.cpp:156] Memory required for data: 395646464\r\nI0709 01:02:45.640432 11133 layer_factory.hpp:77] Creating layer conv1_2/bn\r\nI0709 01:02:45.640450 11133 net.cpp:91] Creating Layer conv1_2/bn\r\nI0709 01:02:45.640470 11133 net.cpp:425] conv1_2/bn <- conv1_2\r\nI0709 01:02:45.640486 11133 net.cpp:399] conv1_2/bn -> conv1_2/bn\r\nI0709 01:02:45.640878 11133 net.cpp:141] Setting up conv1_2/bn\r\nI0709 01:02:45.640892 11133 net.cpp:148] Top shape: 32 32 147 147 (22127616)\r\nI0709 01:02:45.640908 11133 net.cpp:156] Memory required for data: 484156928\r\nI0709 01:02:45.640945 11133 layer_factory.hpp:77] Creating layer relu1_2\r\nI0709 01:02:45.640957 11133 net.cpp:91] Creating Layer relu1_2\r\nI0709 01:02:45.640970 11133 net.cpp:425] relu1_2 <- conv1_2/bn\r\nI0709 01:02:45.640990 11133 net.cpp:386] relu1_2 -> conv1_2/bn (in-place)\r\nI0709 01:02:45.641443 11133 net.cpp:141] Setting up relu1_2\r\nI0709 01:02:45.641463 11133 net.cpp:148] Top shape: 32 32 147 147 (22127616)\r\nI0709 01:02:45.641466 11133 net.cpp:156] Memory required for data: 572667392\r\nI0709 01:02:45.641471 11133 layer_factory.hpp:77] Creating layer conv1_3\r\nI0709 01:02:45.641490 11133 net.cpp:91] Creating Layer conv1_3\r\nI0709 01:02:45.641499 11133 net.cpp:425] conv1_3 <- conv1_2/bn\r\nI0709 01:02:45.641515 11133 net.cpp:399] conv1_3 -> conv1_3\r\nI0709 01:02:45.644207 11133 net.cpp:141] Setting up conv1_3\r\nI0709 01:02:45.644286 11133 net.cpp:148] Top shape: 32 64 147 147 (44255232)\r\nI0709 01:02:45.644294 11133 net.cpp:156] Memory required for data: 749688320\r\nI0709 01:02:45.644318 11133 layer_factory.hpp:77] Creating layer conv1_3/bn\r\nI0709 01:02:45.644361 11133 net.cpp:91] Creating Layer conv1_3/bn\r\nI0709 01:02:45.644418 11133 net.cpp:425] conv1_3/bn <- conv1_3\r\nI0709 01:02:45.644456 11133 net.cpp:399] conv1_3/bn -> conv1_3/bn\r\nI0709 01:02:45.644781 11133 net.cpp:141] Setting up conv1_3/bn\r\nI0709 01:02:45.644799 11133 net.cpp:148] Top shape: 32 64 147 147 (44255232)\r\nI0709 01:02:45.644804 11133 net.cpp:156] Memory required for data: 926709248\r\nI0709 01:02:45.644814 11133 layer_factory.hpp:77] Creating layer relu1_3\r\nI0709 01:02:45.644846 11133 net.cpp:91] Creating Layer relu1_3\r\nI0709 01:02:45.644858 11133 net.cpp:425] relu1_3 <- conv1_3/bn\r\nI0709 01:02:45.644871 11133 net.cpp:386] relu1_3 -> conv1_3/bn (in-place)\r\nI0709 01:02:45.645126 11133 net.cpp:141] Setting up relu1_3\r\nI0709 01:02:45.645143 11133 net.cpp:148] Top shape: 32 64 147 147 (44255232)\r\nI0709 01:02:45.645148 11133 net.cpp:156] Memory required for data: 1103730176\r\nI0709 01:02:45.645154 11133 layer_factory.hpp:77] Creating layer pool1\r\nI0709 01:02:45.645166 11133 net.cpp:91] Creating Layer pool1\r\nI0709 01:02:45.645193 11133 net.cpp:425] pool1 <- conv1_3/bn\r\nI0709 01:02:45.645225 11133 net.cpp:399] pool1 -> pool1\r\nI0709 01:02:45.645304 11133 net.cpp:141] Setting up pool1\r\nI0709 01:02:45.645318 11133 net.cpp:148] Top shape: 32 64 73 73 (10913792)\r\nI0709 01:02:45.645323 11133 net.cpp:156] Memory required for data: 1147385344\r\nI0709 01:02:45.645346 11133 layer_factory.hpp:77] Creating layer conv2_1\r\nI0709 01:02:45.645367 11133 net.cpp:91] Creating Layer conv2_1\r\nI0709 01:02:45.645375 11133 net.cpp:425] conv2_1 <- pool1\r\nI0709 01:02:45.645385 11133 net.cpp:399] conv2_1 -> conv2_1\r\nI0709 01:02:45.647047 11133 net.cpp:141] Setting up conv2_1\r\nI0709 01:02:45.647131 11133 net.cpp:148] Top shape: 32 80 73 73 (13642240)\r\nI0709 01:02:45.647143 11133 net.cpp:156] Memory required for data: 1201954304\r\nI0709 01:02:45.647157 11133 layer_factory.hpp:77] Creating layer conv2_1/bn\r\nI0709 01:02:45.647176 11133 net.cpp:91] Creating Layer conv2_1/bn\r\nI0709 01:02:45.647186 11133 net.cpp:425] conv2_1/bn <- conv2_1\r\nI0709 01:02:45.647202 11133 net.cpp:399] conv2_1/bn -> conv2_1/bn\r\nI0709 01:02:45.647594 11133 net.cpp:141] Setting up conv2_1/bn\r\nI0709 01:02:45.647614 11133 net.cpp:148] Top shape: 32 80 73 73 (13642240)\r\nI0709 01:02:45.647622 11133 net.cpp:156] Memory required for data: 1256523264\r\nI0709 01:02:45.647660 11133 layer_factory.hpp:77] Creating layer relu2_1\r\nI0709 01:02:45.647677 11133 net.cpp:91] Creating Layer relu2_1\r\nI0709 01:02:45.647686 11133 net.cpp:425] relu2_1 <- conv2_1/bn\r\nI0709 01:02:45.647701 11133 net.cpp:386] relu2_1 -> conv2_1/bn (in-place)\r\nI0709 01:02:45.648020 11133 net.cpp:141] Setting up relu2_1\r\nI0709 01:02:45.648077 11133 net.cpp:148] Top shape: 32 80 73 73 (13642240)\r\nI0709 01:02:45.648087 11133 net.cpp:156] Memory required for data: 1311092224\r\nI0709 01:02:45.648094 11133 layer_factory.hpp:77] Creating layer conv2_2\r\nI0709 01:02:45.648141 11133 net.cpp:91] Creating Layer conv2_2\r\nI0709 01:02:45.648154 11133 net.cpp:425] conv2_2 <- conv2_1/bn\r\nI0709 01:02:45.648165 11133 net.cpp:399] conv2_2 -> conv2_2\r\nI0709 01:02:45.655973 11133 net.cpp:141] Setting up conv2_2\r\nI0709 01:02:45.656015 11133 net.cpp:148] Top shape: 32 192 71 71 (30971904)\r\nI0709 01:02:45.656020 11133 net.cpp:156] Memory required for data: 1434979840\r\nI0709 01:02:45.656030 11133 layer_factory.hpp:77] Creating layer conv2_2/bn\r\nI0709 01:02:45.656043 11133 net.cpp:91] Creating Layer conv2_2/bn\r\nI0709 01:02:45.656047 11133 net.cpp:425] conv2_2/bn <- conv2_2\r\nI0709 01:02:45.656054 11133 net.cpp:399] conv2_2/bn -> conv2_2/bn\r\nI0709 01:02:45.656325 11133 net.cpp:141] Setting up conv2_2/bn\r\nI0709 01:02:45.656359 11133 net.cpp:148] Top shape: 32 192 71 71 (30971904)\r\nI0709 01:02:45.656363 11133 net.cpp:156] Memory required for data: 1558867456\r\nI0709 01:02:45.656379 11133 layer_factory.hpp:77] Creating layer relu2_2\r\nI0709 01:02:45.656405 11133 net.cpp:91] Creating Layer relu2_2\r\nI0709 01:02:45.656440 11133 net.cpp:425] relu2_2 <- conv2_2/bn\r\nI0709 01:02:45.656481 11133 net.cpp:386] relu2_2 -> conv2_2/bn (in-place)\r\nI0709 01:02:45.656872 11133 net.cpp:141] Setting up relu2_2\r\nI0709 01:02:45.656885 11133 net.cpp:148] Top shape: 32 192 71 71 (30971904)\r\nI0709 01:02:45.656900 11133 net.cpp:156] Memory required for data: 1682755072\r\nI0709 01:02:45.656903 11133 layer_factory.hpp:77] Creating layer pool2\r\nI0709 01:02:45.656913 11133 net.cpp:91] Creating Layer pool2\r\nI0709 01:02:45.656919 11133 net.cpp:425] pool2 <- conv2_2/bn\r\nI0709 01:02:45.656929 11133 net.cpp:399] pool2 -> pool2\r\nI0709 01:02:45.657002 11133 net.cpp:141] Setting up pool2\r\nI0709 01:02:45.657011 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.657017 11133 net.cpp:156] Memory required for data: 1712860672\r\nI0709 01:02:45.657023 11133 layer_factory.hpp:77] Creating layer pool2_pool2_0_split\r\nI0709 01:02:45.657047 11133 net.cpp:91] Creating Layer pool2_pool2_0_split\r\nI0709 01:02:45.657057 11133 net.cpp:425] pool2_pool2_0_split <- pool2\r\nI0709 01:02:45.657064 11133 net.cpp:399] pool2_pool2_0_split -> pool2_pool2_0_split_0\r\nI0709 01:02:45.657074 11133 net.cpp:399] pool2_pool2_0_split -> pool2_pool2_0_split_1\r\nI0709 01:02:45.657107 11133 net.cpp:399] pool2_pool2_0_split -> pool2_pool2_0_split_2\r\nI0709 01:02:45.657122 11133 net.cpp:399] pool2_pool2_0_split -> pool2_pool2_0_split_3\r\nI0709 01:02:45.657202 11133 net.cpp:141] Setting up pool2_pool2_0_split\r\nI0709 01:02:45.657212 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.657217 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.657223 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.657230 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.657235 11133 net.cpp:156] Memory required for data: 1833283072\r\nI0709 01:02:45.657240 11133 layer_factory.hpp:77] Creating layer conv3a_t1_1x1\r\nI0709 01:02:45.657258 11133 net.cpp:91] Creating Layer conv3a_t1_1x1\r\nI0709 01:02:45.657263 11133 net.cpp:425] conv3a_t1_1x1 <- pool2_pool2_0_split_0\r\nI0709 01:02:45.657275 11133 net.cpp:399] conv3a_t1_1x1 -> conv3a_t1_1x1\r\nI0709 01:02:45.658864 11133 net.cpp:141] Setting up conv3a_t1_1x1\r\nI0709 01:02:45.658897 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.658902 11133 net.cpp:156] Memory required for data: 1843318272\r\nI0709 01:02:45.658912 11133 layer_factory.hpp:77] Creating layer conv3a_t1_1x1/bn\r\nI0709 01:02:45.658927 11133 net.cpp:91] Creating Layer conv3a_t1_1x1/bn\r\nI0709 01:02:45.658936 11133 net.cpp:425] conv3a_t1_1x1/bn <- conv3a_t1_1x1\r\nI0709 01:02:45.658948 11133 net.cpp:399] conv3a_t1_1x1/bn -> conv3a_t1_1x1/bn\r\nI0709 01:02:45.660136 11133 net.cpp:141] Setting up conv3a_t1_1x1/bn\r\nI0709 01:02:45.660176 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.660182 11133 net.cpp:156] Memory required for data: 1853353472\r\nI0709 01:02:45.660207 11133 layer_factory.hpp:77] Creating layer relu3a_t1_1x1\r\nI0709 01:02:45.660260 11133 net.cpp:91] Creating Layer relu3a_t1_1x1\r\nI0709 01:02:45.660272 11133 net.cpp:425] relu3a_t1_1x1 <- conv3a_t1_1x1/bn\r\nI0709 01:02:45.660281 11133 net.cpp:386] relu3a_t1_1x1 -> conv3a_t1_1x1/bn (in-place)\r\nI0709 01:02:45.660624 11133 net.cpp:141] Setting up relu3a_t1_1x1\r\nI0709 01:02:45.660640 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.660646 11133 net.cpp:156] Memory required for data: 1863388672\r\nI0709 01:02:45.660653 11133 layer_factory.hpp:77] Creating layer conv3a_t2_1x1\r\nI0709 01:02:45.660709 11133 net.cpp:91] Creating Layer conv3a_t2_1x1\r\nI0709 01:02:45.660720 11133 net.cpp:425] conv3a_t2_1x1 <- pool2_pool2_0_split_1\r\nI0709 01:02:45.660738 11133 net.cpp:399] conv3a_t2_1x1 -> conv3a_t2_1x1\r\nI0709 01:02:45.662644 11133 net.cpp:141] Setting up conv3a_t2_1x1\r\nI0709 01:02:45.662727 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.662751 11133 net.cpp:156] Memory required for data: 1870915072\r\nI0709 01:02:45.662781 11133 layer_factory.hpp:77] Creating layer conv3a_t2_1x1/bn\r\nI0709 01:02:45.662812 11133 net.cpp:91] Creating Layer conv3a_t2_1x1/bn\r\nI0709 01:02:45.662837 11133 net.cpp:425] conv3a_t2_1x1/bn <- conv3a_t2_1x1\r\nI0709 01:02:45.662866 11133 net.cpp:399] conv3a_t2_1x1/bn -> conv3a_t2_1x1/bn\r\nI0709 01:02:45.663262 11133 net.cpp:141] Setting up conv3a_t2_1x1/bn\r\nI0709 01:02:45.663302 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.663323 11133 net.cpp:156] Memory required for data: 1878441472\r\nI0709 01:02:45.663367 11133 layer_factory.hpp:77] Creating layer relu3a_t2_1x1\r\nI0709 01:02:45.663408 11133 net.cpp:91] Creating Layer relu3a_t2_1x1\r\nI0709 01:02:45.663442 11133 net.cpp:425] relu3a_t2_1x1 <- conv3a_t2_1x1/bn\r\nI0709 01:02:45.663468 11133 net.cpp:386] relu3a_t2_1x1 -> conv3a_t2_1x1/bn (in-place)\r\nI0709 01:02:45.663784 11133 net.cpp:141] Setting up relu3a_t2_1x1\r\nI0709 01:02:45.663826 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.663851 11133 net.cpp:156] Memory required for data: 1885967872\r\nI0709 01:02:45.663873 11133 layer_factory.hpp:77] Creating layer conv3a_t2_5x5\r\nI0709 01:02:45.663909 11133 net.cpp:91] Creating Layer conv3a_t2_5x5\r\nI0709 01:02:45.663933 11133 net.cpp:425] conv3a_t2_5x5 <- conv3a_t2_1x1/bn\r\nI0709 01:02:45.663964 11133 net.cpp:399] conv3a_t2_5x5 -> conv3a_t2_5x5\r\nI0709 01:02:45.669739 11133 net.cpp:141] Setting up conv3a_t2_5x5\r\nI0709 01:02:45.669783 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.669790 11133 net.cpp:156] Memory required for data: 1896003072\r\nI0709 01:02:45.669808 11133 layer_factory.hpp:77] Creating layer conv3a_t2_5x5/bn\r\nI0709 01:02:45.669831 11133 net.cpp:91] Creating Layer conv3a_t2_5x5/bn\r\nI0709 01:02:45.669844 11133 net.cpp:425] conv3a_t2_5x5/bn <- conv3a_t2_5x5\r\nI0709 01:02:45.669860 11133 net.cpp:399] conv3a_t2_5x5/bn -> conv3a_t2_5x5/bn\r\nI0709 01:02:45.670200 11133 net.cpp:141] Setting up conv3a_t2_5x5/bn\r\nI0709 01:02:45.670217 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.670234 11133 net.cpp:156] Memory required for data: 1906038272\r\nI0709 01:02:45.670255 11133 layer_factory.hpp:77] Creating layer relu3a_t2_5x5\r\nI0709 01:02:45.670274 11133 net.cpp:91] Creating Layer relu3a_t2_5x5\r\nI0709 01:02:45.670284 11133 net.cpp:425] relu3a_t2_5x5 <- conv3a_t2_5x5/bn\r\nI0709 01:02:45.670307 11133 net.cpp:386] relu3a_t2_5x5 -> conv3a_t2_5x5/bn (in-place)\r\nI0709 01:02:45.670704 11133 net.cpp:141] Setting up relu3a_t2_5x5\r\nI0709 01:02:45.670720 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.670727 11133 net.cpp:156] Memory required for data: 1916073472\r\nI0709 01:02:45.670733 11133 layer_factory.hpp:77] Creating layer conv3a_t3_1x1\r\nI0709 01:02:45.670759 11133 net.cpp:91] Creating Layer conv3a_t3_1x1\r\nI0709 01:02:45.670768 11133 net.cpp:425] conv3a_t3_1x1 <- pool2_pool2_0_split_2\r\nI0709 01:02:45.670778 11133 net.cpp:399] conv3a_t3_1x1 -> conv3a_t3_1x1\r\nI0709 01:02:45.672649 11133 net.cpp:141] Setting up conv3a_t3_1x1\r\nI0709 01:02:45.672695 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.672699 11133 net.cpp:156] Memory required for data: 1926108672\r\nI0709 01:02:45.672714 11133 layer_factory.hpp:77] Creating layer conv3a_t3_1x1/bn\r\nI0709 01:02:45.672736 11133 net.cpp:91] Creating Layer conv3a_t3_1x1/bn\r\nI0709 01:02:45.672747 11133 net.cpp:425] conv3a_t3_1x1/bn <- conv3a_t3_1x1\r\nI0709 01:02:45.672760 11133 net.cpp:399] conv3a_t3_1x1/bn -> conv3a_t3_1x1/bn\r\nI0709 01:02:45.673046 11133 net.cpp:141] Setting up conv3a_t3_1x1/bn\r\nI0709 01:02:45.673060 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.673066 11133 net.cpp:156] Memory required for data: 1936143872\r\nI0709 01:02:45.673092 11133 layer_factory.hpp:77] Creating layer relu3a_t3_1x1\r\nI0709 01:02:45.673110 11133 net.cpp:91] Creating Layer relu3a_t3_1x1\r\nI0709 01:02:45.673117 11133 net.cpp:425] relu3a_t3_1x1 <- conv3a_t3_1x1/bn\r\nI0709 01:02:45.673126 11133 net.cpp:386] relu3a_t3_1x1 -> conv3a_t3_1x1/bn (in-place)\r\nI0709 01:02:45.673333 11133 net.cpp:141] Setting up relu3a_t3_1x1\r\nI0709 01:02:45.673347 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.673352 11133 net.cpp:156] Memory required for data: 1946179072\r\nI0709 01:02:45.673359 11133 layer_factory.hpp:77] Creating layer conv3a_t3_3x3_1\r\nI0709 01:02:45.673380 11133 net.cpp:91] Creating Layer conv3a_t3_3x3_1\r\nI0709 01:02:45.673387 11133 net.cpp:425] conv3a_t3_3x3_1 <- conv3a_t3_1x1/bn\r\nI0709 01:02:45.673393 11133 net.cpp:399] conv3a_t3_3x3_1 -> conv3a_t3_3x3_1\r\nI0709 01:02:45.676604 11133 net.cpp:141] Setting up conv3a_t3_3x3_1\r\nI0709 01:02:45.676645 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.676651 11133 net.cpp:156] Memory required for data: 1961231872\r\nI0709 01:02:45.676662 11133 layer_factory.hpp:77] Creating layer conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.676707 11133 net.cpp:91] Creating Layer conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.676718 11133 net.cpp:425] conv3a_t3_3x3_1/bn <- conv3a_t3_3x3_1\r\nI0709 01:02:45.676731 11133 net.cpp:399] conv3a_t3_3x3_1/bn -> conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.677000 11133 net.cpp:141] Setting up conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.677012 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.677018 11133 net.cpp:156] Memory required for data: 1976284672\r\nI0709 01:02:45.677044 11133 layer_factory.hpp:77] Creating layer relu3a_t3_3x3_1\r\nI0709 01:02:45.677052 11133 net.cpp:91] Creating Layer relu3a_t3_3x3_1\r\nI0709 01:02:45.677057 11133 net.cpp:425] relu3a_t3_3x3_1 <- conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.677064 11133 net.cpp:386] relu3a_t3_3x3_1 -> conv3a_t3_3x3_1/bn (in-place)\r\nI0709 01:02:45.677301 11133 net.cpp:141] Setting up relu3a_t3_3x3_1\r\nI0709 01:02:45.677317 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.677323 11133 net.cpp:156] Memory required for data: 1991337472\r\nI0709 01:02:45.677330 11133 layer_factory.hpp:77] Creating layer conv3a_t3_3x3_2\r\nI0709 01:02:45.677348 11133 net.cpp:91] Creating Layer conv3a_t3_3x3_2\r\nI0709 01:02:45.677356 11133 net.cpp:425] conv3a_t3_3x3_2 <- conv3a_t3_3x3_1/bn\r\nI0709 01:02:45.677367 11133 net.cpp:399] conv3a_t3_3x3_2 -> conv3a_t3_3x3_2\r\nI0709 01:02:45.683207 11133 net.cpp:141] Setting up conv3a_t3_3x3_2\r\nI0709 01:02:45.683315 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.683349 11133 net.cpp:156] Memory required for data: 2006390272\r\nI0709 01:02:45.683367 11133 layer_factory.hpp:77] Creating layer conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.683387 11133 net.cpp:91] Creating Layer conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.683410 11133 net.cpp:425] conv3a_t3_3x3_2/bn <- conv3a_t3_3x3_2\r\nI0709 01:02:45.683430 11133 net.cpp:399] conv3a_t3_3x3_2/bn -> conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.683727 11133 net.cpp:141] Setting up conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.683740 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.683746 11133 net.cpp:156] Memory required for data: 2021443072\r\nI0709 01:02:45.683765 11133 layer_factory.hpp:77] Creating layer relu3a_t3_3x3_2\r\nI0709 01:02:45.683784 11133 net.cpp:91] Creating Layer relu3a_t3_3x3_2\r\nI0709 01:02:45.683791 11133 net.cpp:425] relu3a_t3_3x3_2 <- conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.683800 11133 net.cpp:386] relu3a_t3_3x3_2 -> conv3a_t3_3x3_2/bn (in-place)\r\nI0709 01:02:45.684334 11133 net.cpp:141] Setting up relu3a_t3_3x3_2\r\nI0709 01:02:45.684350 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.684356 11133 net.cpp:156] Memory required for data: 2036495872\r\nI0709 01:02:45.684366 11133 layer_factory.hpp:77] Creating layer conv3a_t4_pool\r\nI0709 01:02:45.684391 11133 net.cpp:91] Creating Layer conv3a_t4_pool\r\nI0709 01:02:45.684399 11133 net.cpp:425] conv3a_t4_pool <- pool2_pool2_0_split_3\r\nI0709 01:02:45.684414 11133 net.cpp:399] conv3a_t4_pool -> conv3a_t4_pool\r\nI0709 01:02:45.684659 11133 net.cpp:141] Setting up conv3a_t4_pool\r\nI0709 01:02:45.684676 11133 net.cpp:148] Top shape: 32 192 35 35 (7526400)\r\nI0709 01:02:45.684682 11133 net.cpp:156] Memory required for data: 2066601472\r\nI0709 01:02:45.684689 11133 layer_factory.hpp:77] Creating layer conv3a_t4_1x1\r\nI0709 01:02:45.684712 11133 net.cpp:91] Creating Layer conv3a_t4_1x1\r\nI0709 01:02:45.684720 11133 net.cpp:425] conv3a_t4_1x1 <- conv3a_t4_pool\r\nI0709 01:02:45.684732 11133 net.cpp:399] conv3a_t4_1x1 -> conv3a_t4_1x1\r\nI0709 01:02:45.686496 11133 net.cpp:141] Setting up conv3a_t4_1x1\r\nI0709 01:02:45.686542 11133 net.cpp:148] Top shape: 32 32 35 35 (1254400)\r\nI0709 01:02:45.686548 11133 net.cpp:156] Memory required for data: 2071619072\r\nI0709 01:02:45.686566 11133 layer_factory.hpp:77] Creating layer conv3a_t4_1x1/bn\r\nI0709 01:02:45.686586 11133 net.cpp:91] Creating Layer conv3a_t4_1x1/bn\r\nI0709 01:02:45.686601 11133 net.cpp:425] conv3a_t4_1x1/bn <- conv3a_t4_1x1\r\nI0709 01:02:45.686630 11133 net.cpp:399] conv3a_t4_1x1/bn -> conv3a_t4_1x1/bn\r\nI0709 01:02:45.686959 11133 net.cpp:141] Setting up conv3a_t4_1x1/bn\r\nI0709 01:02:45.686976 11133 net.cpp:148] Top shape: 32 32 35 35 (1254400)\r\nI0709 01:02:45.686985 11133 net.cpp:156] Memory required for data: 2076636672\r\nI0709 01:02:45.687001 11133 layer_factory.hpp:77] Creating layer relu3a_t4_1x1\r\nI0709 01:02:45.687016 11133 net.cpp:91] Creating Layer relu3a_t4_1x1\r\nI0709 01:02:45.687027 11133 net.cpp:425] relu3a_t4_1x1 <- conv3a_t4_1x1/bn\r\nI0709 01:02:45.687041 11133 net.cpp:386] relu3a_t4_1x1 -> conv3a_t4_1x1/bn (in-place)\r\nI0709 01:02:45.687664 11133 net.cpp:141] Setting up relu3a_t4_1x1\r\nI0709 01:02:45.687685 11133 net.cpp:148] Top shape: 32 32 35 35 (1254400)\r\nI0709 01:02:45.687690 11133 net.cpp:156] Memory required for data: 2081654272\r\nI0709 01:02:45.687700 11133 layer_factory.hpp:77] Creating layer inception_3a\r\nI0709 01:02:45.687717 11133 net.cpp:91] Creating Layer inception_3a\r\nI0709 01:02:45.687726 11133 net.cpp:425] inception_3a <- conv3a_t1_1x1/bn\r\nI0709 01:02:45.687733 11133 net.cpp:425] inception_3a <- conv3a_t2_5x5/bn\r\nI0709 01:02:45.687741 11133 net.cpp:425] inception_3a <- conv3a_t3_3x3_2/bn\r\nI0709 01:02:45.687749 11133 net.cpp:425] inception_3a <- conv3a_t4_1x1/bn\r\nI0709 01:02:45.687760 11133 net.cpp:399] inception_3a -> inception_3a\r\nI0709 01:02:45.687831 11133 net.cpp:141] Setting up inception_3a\r\nI0709 01:02:45.687839 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.687845 11133 net.cpp:156] Memory required for data: 2121795072\r\nI0709 01:02:45.687851 11133 layer_factory.hpp:77] Creating layer inception_3a_inception_3a_0_split\r\nI0709 01:02:45.687866 11133 net.cpp:91] Creating Layer inception_3a_inception_3a_0_split\r\nI0709 01:02:45.687873 11133 net.cpp:425] inception_3a_inception_3a_0_split <- inception_3a\r\nI0709 01:02:45.687883 11133 net.cpp:399] inception_3a_inception_3a_0_split -> inception_3a_inception_3a_0_split_0\r\nI0709 01:02:45.687892 11133 net.cpp:399] inception_3a_inception_3a_0_split -> inception_3a_inception_3a_0_split_1\r\nI0709 01:02:45.687902 11133 net.cpp:399] inception_3a_inception_3a_0_split -> inception_3a_inception_3a_0_split_2\r\nI0709 01:02:45.687913 11133 net.cpp:399] inception_3a_inception_3a_0_split -> inception_3a_inception_3a_0_split_3\r\nI0709 01:02:45.687989 11133 net.cpp:141] Setting up inception_3a_inception_3a_0_split\r\nI0709 01:02:45.687999 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.688007 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.688015 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.688024 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.688032 11133 net.cpp:156] Memory required for data: 2282358272\r\nI0709 01:02:45.688038 11133 layer_factory.hpp:77] Creating layer conv3b_t1_1x1\r\nI0709 01:02:45.688061 11133 net.cpp:91] Creating Layer conv3b_t1_1x1\r\nI0709 01:02:45.688068 11133 net.cpp:425] conv3b_t1_1x1 <- inception_3a_inception_3a_0_split_0\r\nI0709 01:02:45.688081 11133 net.cpp:399] conv3b_t1_1x1 -> conv3b_t1_1x1\r\nI0709 01:02:45.690138 11133 net.cpp:141] Setting up conv3b_t1_1x1\r\nI0709 01:02:45.690222 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.690233 11133 net.cpp:156] Memory required for data: 2292393472\r\nI0709 01:02:45.690248 11133 layer_factory.hpp:77] Creating layer conv3b_t1_1x1/bn\r\nI0709 01:02:45.690263 11133 net.cpp:91] Creating Layer conv3b_t1_1x1/bn\r\nI0709 01:02:45.690274 11133 net.cpp:425] conv3b_t1_1x1/bn <- conv3b_t1_1x1\r\nI0709 01:02:45.690289 11133 net.cpp:399] conv3b_t1_1x1/bn -> conv3b_t1_1x1/bn\r\nI0709 01:02:45.690672 11133 net.cpp:141] Setting up conv3b_t1_1x1/bn\r\nI0709 01:02:45.690688 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.690704 11133 net.cpp:156] Memory required for data: 2302428672\r\nI0709 01:02:45.690743 11133 layer_factory.hpp:77] Creating layer relu3b_t1_1x1\r\nI0709 01:02:45.690759 11133 net.cpp:91] Creating Layer relu3b_t1_1x1\r\nI0709 01:02:45.690769 11133 net.cpp:425] relu3b_t1_1x1 <- conv3b_t1_1x1/bn\r\nI0709 01:02:45.690783 11133 net.cpp:386] relu3b_t1_1x1 -> conv3b_t1_1x1/bn (in-place)\r\nI0709 01:02:45.691285 11133 net.cpp:141] Setting up relu3b_t1_1x1\r\nI0709 01:02:45.691301 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.691306 11133 net.cpp:156] Memory required for data: 2312463872\r\nI0709 01:02:45.691311 11133 layer_factory.hpp:77] Creating layer conv3b_t2_1x1\r\nI0709 01:02:45.691332 11133 net.cpp:91] Creating Layer conv3b_t2_1x1\r\nI0709 01:02:45.691339 11133 net.cpp:425] conv3b_t2_1x1 <- inception_3a_inception_3a_0_split_1\r\nI0709 01:02:45.691354 11133 net.cpp:399] conv3b_t2_1x1 -> conv3b_t2_1x1\r\nI0709 01:02:45.693958 11133 net.cpp:141] Setting up conv3b_t2_1x1\r\nI0709 01:02:45.693997 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.694005 11133 net.cpp:156] Memory required for data: 2319990272\r\nI0709 01:02:45.694020 11133 layer_factory.hpp:77] Creating layer conv3b_t2_1x1/bn\r\nI0709 01:02:45.694036 11133 net.cpp:91] Creating Layer conv3b_t2_1x1/bn\r\nI0709 01:02:45.694048 11133 net.cpp:425] conv3b_t2_1x1/bn <- conv3b_t2_1x1\r\nI0709 01:02:45.694063 11133 net.cpp:399] conv3b_t2_1x1/bn -> conv3b_t2_1x1/bn\r\nI0709 01:02:45.694495 11133 net.cpp:141] Setting up conv3b_t2_1x1/bn\r\nI0709 01:02:45.694512 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.694519 11133 net.cpp:156] Memory required for data: 2327516672\r\nI0709 01:02:45.694532 11133 layer_factory.hpp:77] Creating layer relu3b_t2_1x1\r\nI0709 01:02:45.694558 11133 net.cpp:91] Creating Layer relu3b_t2_1x1\r\nI0709 01:02:45.694566 11133 net.cpp:425] relu3b_t2_1x1 <- conv3b_t2_1x1/bn\r\nI0709 01:02:45.694576 11133 net.cpp:386] relu3b_t2_1x1 -> conv3b_t2_1x1/bn (in-place)\r\nI0709 01:02:45.694841 11133 net.cpp:141] Setting up relu3b_t2_1x1\r\nI0709 01:02:45.694881 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.694886 11133 net.cpp:156] Memory required for data: 2335043072\r\nI0709 01:02:45.694903 11133 layer_factory.hpp:77] Creating layer conv3b_t2_5x5\r\nI0709 01:02:45.694926 11133 net.cpp:91] Creating Layer conv3b_t2_5x5\r\nI0709 01:02:45.694934 11133 net.cpp:425] conv3b_t2_5x5 <- conv3b_t2_1x1/bn\r\nI0709 01:02:45.694946 11133 net.cpp:399] conv3b_t2_5x5 -> conv3b_t2_5x5\r\nI0709 01:02:45.700423 11133 net.cpp:141] Setting up conv3b_t2_5x5\r\nI0709 01:02:45.700458 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.700461 11133 net.cpp:156] Memory required for data: 2345078272\r\nI0709 01:02:45.700474 11133 layer_factory.hpp:77] Creating layer conv3b_t2_5x5/bn\r\nI0709 01:02:45.700486 11133 net.cpp:91] Creating Layer conv3b_t2_5x5/bn\r\nI0709 01:02:45.700494 11133 net.cpp:425] conv3b_t2_5x5/bn <- conv3b_t2_5x5\r\nI0709 01:02:45.700506 11133 net.cpp:399] conv3b_t2_5x5/bn -> conv3b_t2_5x5/bn\r\nI0709 01:02:45.700785 11133 net.cpp:141] Setting up conv3b_t2_5x5/bn\r\nI0709 01:02:45.700795 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.700798 11133 net.cpp:156] Memory required for data: 2355113472\r\nI0709 01:02:45.700808 11133 layer_factory.hpp:77] Creating layer relu3b_t2_5x5\r\nI0709 01:02:45.700817 11133 net.cpp:91] Creating Layer relu3b_t2_5x5\r\nI0709 01:02:45.700822 11133 net.cpp:425] relu3b_t2_5x5 <- conv3b_t2_5x5/bn\r\nI0709 01:02:45.700827 11133 net.cpp:386] relu3b_t2_5x5 -> conv3b_t2_5x5/bn (in-place)\r\nI0709 01:02:45.701270 11133 net.cpp:141] Setting up relu3b_t2_5x5\r\nI0709 01:02:45.701287 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.701290 11133 net.cpp:156] Memory required for data: 2365148672\r\nI0709 01:02:45.701294 11133 layer_factory.hpp:77] Creating layer conv3b_t3_1x1\r\nI0709 01:02:45.701309 11133 net.cpp:91] Creating Layer conv3b_t3_1x1\r\nI0709 01:02:45.701316 11133 net.cpp:425] conv3b_t3_1x1 <- inception_3a_inception_3a_0_split_2\r\nI0709 01:02:45.701323 11133 net.cpp:399] conv3b_t3_1x1 -> conv3b_t3_1x1\r\nI0709 01:02:45.703474 11133 net.cpp:141] Setting up conv3b_t3_1x1\r\nI0709 01:02:45.703537 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.703544 11133 net.cpp:156] Memory required for data: 2375183872\r\nI0709 01:02:45.703568 11133 layer_factory.hpp:77] Creating layer conv3b_t3_1x1/bn\r\nI0709 01:02:45.703601 11133 net.cpp:91] Creating Layer conv3b_t3_1x1/bn\r\nI0709 01:02:45.703647 11133 net.cpp:425] conv3b_t3_1x1/bn <- conv3b_t3_1x1\r\nI0709 01:02:45.703672 11133 net.cpp:399] conv3b_t3_1x1/bn -> conv3b_t3_1x1/bn\r\nI0709 01:02:45.704051 11133 net.cpp:141] Setting up conv3b_t3_1x1/bn\r\nI0709 01:02:45.704071 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.704097 11133 net.cpp:156] Memory required for data: 2385219072\r\nI0709 01:02:45.704120 11133 layer_factory.hpp:77] Creating layer relu3b_t3_1x1\r\nI0709 01:02:45.704141 11133 net.cpp:91] Creating Layer relu3b_t3_1x1\r\nI0709 01:02:45.704150 11133 net.cpp:425] relu3b_t3_1x1 <- conv3b_t3_1x1/bn\r\nI0709 01:02:45.704167 11133 net.cpp:386] relu3b_t3_1x1 -> conv3b_t3_1x1/bn (in-place)\r\nI0709 01:02:45.704897 11133 net.cpp:141] Setting up relu3b_t3_1x1\r\nI0709 01:02:45.704928 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.704934 11133 net.cpp:156] Memory required for data: 2395254272\r\nI0709 01:02:45.704943 11133 layer_factory.hpp:77] Creating layer conv3b_t3_3x3_1\r\nI0709 01:02:45.704984 11133 net.cpp:91] Creating Layer conv3b_t3_3x3_1\r\nI0709 01:02:45.705001 11133 net.cpp:425] conv3b_t3_3x3_1 <- conv3b_t3_1x1/bn\r\nI0709 01:02:45.705021 11133 net.cpp:399] conv3b_t3_3x3_1 -> conv3b_t3_3x3_1\r\nI0709 01:02:45.709342 11133 net.cpp:141] Setting up conv3b_t3_3x3_1\r\nI0709 01:02:45.709403 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.709424 11133 net.cpp:156] Memory required for data: 2410307072\r\nI0709 01:02:45.709437 11133 layer_factory.hpp:77] Creating layer conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.709458 11133 net.cpp:91] Creating Layer conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.709470 11133 net.cpp:425] conv3b_t3_3x3_1/bn <- conv3b_t3_3x3_1\r\nI0709 01:02:45.709491 11133 net.cpp:399] conv3b_t3_3x3_1/bn -> conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.709957 11133 net.cpp:141] Setting up conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.709990 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.709996 11133 net.cpp:156] Memory required for data: 2425359872\r\nI0709 01:02:45.710014 11133 layer_factory.hpp:77] Creating layer relu3b_t3_3x3_1\r\nI0709 01:02:45.710031 11133 net.cpp:91] Creating Layer relu3b_t3_3x3_1\r\nI0709 01:02:45.710041 11133 net.cpp:425] relu3b_t3_3x3_1 <- conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.710057 11133 net.cpp:386] relu3b_t3_3x3_1 -> conv3b_t3_3x3_1/bn (in-place)\r\nI0709 01:02:45.710387 11133 net.cpp:141] Setting up relu3b_t3_3x3_1\r\nI0709 01:02:45.710407 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.710414 11133 net.cpp:156] Memory required for data: 2440412672\r\nI0709 01:02:45.710423 11133 layer_factory.hpp:77] Creating layer conv3b_t3_3x3_2\r\nI0709 01:02:45.710451 11133 net.cpp:91] Creating Layer conv3b_t3_3x3_2\r\nI0709 01:02:45.710460 11133 net.cpp:425] conv3b_t3_3x3_2 <- conv3b_t3_3x3_1/bn\r\nI0709 01:02:45.710474 11133 net.cpp:399] conv3b_t3_3x3_2 -> conv3b_t3_3x3_2\r\nI0709 01:02:45.716048 11133 net.cpp:141] Setting up conv3b_t3_3x3_2\r\nI0709 01:02:45.716096 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.716101 11133 net.cpp:156] Memory required for data: 2455465472\r\nI0709 01:02:45.716112 11133 layer_factory.hpp:77] Creating layer conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.716140 11133 net.cpp:91] Creating Layer conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.716162 11133 net.cpp:425] conv3b_t3_3x3_2/bn <- conv3b_t3_3x3_2\r\nI0709 01:02:45.716171 11133 net.cpp:399] conv3b_t3_3x3_2/bn -> conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.716447 11133 net.cpp:141] Setting up conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.716456 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.716459 11133 net.cpp:156] Memory required for data: 2470518272\r\nI0709 01:02:45.716469 11133 layer_factory.hpp:77] Creating layer relu3b_t3_3x3_2\r\nI0709 01:02:45.716477 11133 net.cpp:91] Creating Layer relu3b_t3_3x3_2\r\nI0709 01:02:45.716482 11133 net.cpp:425] relu3b_t3_3x3_2 <- conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.716490 11133 net.cpp:386] relu3b_t3_3x3_2 -> conv3b_t3_3x3_2/bn (in-place)\r\nI0709 01:02:45.716853 11133 net.cpp:141] Setting up relu3b_t3_3x3_2\r\nI0709 01:02:45.716866 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.716871 11133 net.cpp:156] Memory required for data: 2485571072\r\nI0709 01:02:45.716874 11133 layer_factory.hpp:77] Creating layer conv3b_t4_pool\r\nI0709 01:02:45.716881 11133 net.cpp:91] Creating Layer conv3b_t4_pool\r\nI0709 01:02:45.716887 11133 net.cpp:425] conv3b_t4_pool <- inception_3a_inception_3a_0_split_3\r\nI0709 01:02:45.716894 11133 net.cpp:399] conv3b_t4_pool -> conv3b_t4_pool\r\nI0709 01:02:45.717097 11133 net.cpp:141] Setting up conv3b_t4_pool\r\nI0709 01:02:45.717121 11133 net.cpp:148] Top shape: 32 256 35 35 (10035200)\r\nI0709 01:02:45.717126 11133 net.cpp:156] Memory required for data: 2525711872\r\nI0709 01:02:45.717134 11133 layer_factory.hpp:77] Creating layer conv3b_t4_1x1\r\nI0709 01:02:45.717152 11133 net.cpp:91] Creating Layer conv3b_t4_1x1\r\nI0709 01:02:45.717159 11133 net.cpp:425] conv3b_t4_1x1 <- conv3b_t4_pool\r\nI0709 01:02:45.717170 11133 net.cpp:399] conv3b_t4_1x1 -> conv3b_t4_1x1\r\nI0709 01:02:45.719642 11133 net.cpp:141] Setting up conv3b_t4_1x1\r\nI0709 01:02:45.719702 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.719710 11133 net.cpp:156] Memory required for data: 2535747072\r\nI0709 01:02:45.719727 11133 layer_factory.hpp:77] Creating layer conv3b_t4_1x1/bn\r\nI0709 01:02:45.719745 11133 net.cpp:91] Creating Layer conv3b_t4_1x1/bn\r\nI0709 01:02:45.719830 11133 net.cpp:425] conv3b_t4_1x1/bn <- conv3b_t4_1x1\r\nI0709 01:02:45.719864 11133 net.cpp:399] conv3b_t4_1x1/bn -> conv3b_t4_1x1/bn\r\nI0709 01:02:45.720310 11133 net.cpp:141] Setting up conv3b_t4_1x1/bn\r\nI0709 01:02:45.720329 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.720336 11133 net.cpp:156] Memory required for data: 2545782272\r\nI0709 01:02:45.720353 11133 layer_factory.hpp:77] Creating layer relu3b_t4_1x1\r\nI0709 01:02:45.720383 11133 net.cpp:91] Creating Layer relu3b_t4_1x1\r\nI0709 01:02:45.720394 11133 net.cpp:425] relu3b_t4_1x1 <- conv3b_t4_1x1/bn\r\nI0709 01:02:45.720402 11133 net.cpp:386] relu3b_t4_1x1 -> conv3b_t4_1x1/bn (in-place)\r\nI0709 01:02:45.720675 11133 net.cpp:141] Setting up relu3b_t4_1x1\r\nI0709 01:02:45.720692 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.720703 11133 net.cpp:156] Memory required for data: 2555817472\r\nI0709 01:02:45.720711 11133 layer_factory.hpp:77] Creating layer inception_3b\r\nI0709 01:02:45.720726 11133 net.cpp:91] Creating Layer inception_3b\r\nI0709 01:02:45.720734 11133 net.cpp:425] inception_3b <- conv3b_t1_1x1/bn\r\nI0709 01:02:45.720744 11133 net.cpp:425] inception_3b <- conv3b_t2_5x5/bn\r\nI0709 01:02:45.720753 11133 net.cpp:425] inception_3b <- conv3b_t3_3x3_2/bn\r\nI0709 01:02:45.720762 11133 net.cpp:425] inception_3b <- conv3b_t4_1x1/bn\r\nI0709 01:02:45.720773 11133 net.cpp:399] inception_3b -> inception_3b\r\nI0709 01:02:45.720830 11133 net.cpp:141] Setting up inception_3b\r\nI0709 01:02:45.720844 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.720849 11133 net.cpp:156] Memory required for data: 2600975872\r\nI0709 01:02:45.720856 11133 layer_factory.hpp:77] Creating layer inception_3b_inception_3b_0_split\r\nI0709 01:02:45.720868 11133 net.cpp:91] Creating Layer inception_3b_inception_3b_0_split\r\nI0709 01:02:45.720876 11133 net.cpp:425] inception_3b_inception_3b_0_split <- inception_3b\r\nI0709 01:02:45.720888 11133 net.cpp:399] inception_3b_inception_3b_0_split -> inception_3b_inception_3b_0_split_0\r\nI0709 01:02:45.720901 11133 net.cpp:399] inception_3b_inception_3b_0_split -> inception_3b_inception_3b_0_split_1\r\nI0709 01:02:45.720911 11133 net.cpp:399] inception_3b_inception_3b_0_split -> inception_3b_inception_3b_0_split_2\r\nI0709 01:02:45.720926 11133 net.cpp:399] inception_3b_inception_3b_0_split -> inception_3b_inception_3b_0_split_3\r\nI0709 01:02:45.721029 11133 net.cpp:141] Setting up inception_3b_inception_3b_0_split\r\nI0709 01:02:45.721043 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.721050 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.721058 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.721067 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.721073 11133 net.cpp:156] Memory required for data: 2781609472\r\nI0709 01:02:45.721093 11133 layer_factory.hpp:77] Creating layer conv3c_t1_1x1\r\nI0709 01:02:45.721112 11133 net.cpp:91] Creating Layer conv3c_t1_1x1\r\nI0709 01:02:45.721122 11133 net.cpp:425] conv3c_t1_1x1 <- inception_3b_inception_3b_0_split_0\r\nI0709 01:02:45.721132 11133 net.cpp:399] conv3c_t1_1x1 -> conv3c_t1_1x1\r\nI0709 01:02:45.724637 11133 net.cpp:141] Setting up conv3c_t1_1x1\r\nI0709 01:02:45.724704 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.724709 11133 net.cpp:156] Memory required for data: 2791644672\r\nI0709 01:02:45.724726 11133 layer_factory.hpp:77] Creating layer conv3c_t1_1x1/bn\r\nI0709 01:02:45.724750 11133 net.cpp:91] Creating Layer conv3c_t1_1x1/bn\r\nI0709 01:02:45.724764 11133 net.cpp:425] conv3c_t1_1x1/bn <- conv3c_t1_1x1\r\nI0709 01:02:45.724777 11133 net.cpp:399] conv3c_t1_1x1/bn -> conv3c_t1_1x1/bn\r\nI0709 01:02:45.727746 11133 net.cpp:141] Setting up conv3c_t1_1x1/bn\r\nI0709 01:02:45.727833 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.727838 11133 net.cpp:156] Memory required for data: 2801679872\r\nI0709 01:02:45.727880 11133 layer_factory.hpp:77] Creating layer relu3c_t1_1x1\r\nI0709 01:02:45.727932 11133 net.cpp:91] Creating Layer relu3c_t1_1x1\r\nI0709 01:02:45.727955 11133 net.cpp:425] relu3c_t1_1x1 <- conv3c_t1_1x1/bn\r\nI0709 01:02:45.727989 11133 net.cpp:386] relu3c_t1_1x1 -> conv3c_t1_1x1/bn (in-place)\r\nI0709 01:02:45.729482 11133 net.cpp:141] Setting up relu3c_t1_1x1\r\nI0709 01:02:45.729540 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.729549 11133 net.cpp:156] Memory required for data: 2811715072\r\nI0709 01:02:45.729564 11133 layer_factory.hpp:77] Creating layer conv3c_t2_1x1\r\nI0709 01:02:45.729617 11133 net.cpp:91] Creating Layer conv3c_t2_1x1\r\nI0709 01:02:45.729636 11133 net.cpp:425] conv3c_t2_1x1 <- inception_3b_inception_3b_0_split_1\r\nI0709 01:02:45.729681 11133 net.cpp:399] conv3c_t2_1x1 -> conv3c_t2_1x1\r\nI0709 01:02:45.731766 11133 net.cpp:141] Setting up conv3c_t2_1x1\r\nI0709 01:02:45.731796 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.731801 11133 net.cpp:156] Memory required for data: 2819241472\r\nI0709 01:02:45.731812 11133 layer_factory.hpp:77] Creating layer conv3c_t2_1x1/bn\r\nI0709 01:02:45.731844 11133 net.cpp:91] Creating Layer conv3c_t2_1x1/bn\r\nI0709 01:02:45.731853 11133 net.cpp:425] conv3c_t2_1x1/bn <- conv3c_t2_1x1\r\nI0709 01:02:45.731861 11133 net.cpp:399] conv3c_t2_1x1/bn -> conv3c_t2_1x1/bn\r\nI0709 01:02:45.732199 11133 net.cpp:141] Setting up conv3c_t2_1x1/bn\r\nI0709 01:02:45.732209 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.732224 11133 net.cpp:156] Memory required for data: 2826767872\r\nI0709 01:02:45.732234 11133 layer_factory.hpp:77] Creating layer relu3c_t2_1x1\r\nI0709 01:02:45.732242 11133 net.cpp:91] Creating Layer relu3c_t2_1x1\r\nI0709 01:02:45.732246 11133 net.cpp:425] relu3c_t2_1x1 <- conv3c_t2_1x1/bn\r\nI0709 01:02:45.732255 11133 net.cpp:386] relu3c_t2_1x1 -> conv3c_t2_1x1/bn (in-place)\r\nI0709 01:02:45.732448 11133 net.cpp:141] Setting up relu3c_t2_1x1\r\nI0709 01:02:45.732460 11133 net.cpp:148] Top shape: 32 48 35 35 (1881600)\r\nI0709 01:02:45.732462 11133 net.cpp:156] Memory required for data: 2834294272\r\nI0709 01:02:45.732466 11133 layer_factory.hpp:77] Creating layer conv3c_t2_5x5\r\nI0709 01:02:45.732481 11133 net.cpp:91] Creating Layer conv3c_t2_5x5\r\nI0709 01:02:45.732486 11133 net.cpp:425] conv3c_t2_5x5 <- conv3c_t2_1x1/bn\r\nI0709 01:02:45.732493 11133 net.cpp:399] conv3c_t2_5x5 -> conv3c_t2_5x5\r\nI0709 01:02:45.737711 11133 net.cpp:141] Setting up conv3c_t2_5x5\r\nI0709 01:02:45.737757 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.737761 11133 net.cpp:156] Memory required for data: 2844329472\r\nI0709 01:02:45.737773 11133 layer_factory.hpp:77] Creating layer conv3c_t2_5x5/bn\r\nI0709 01:02:45.737788 11133 net.cpp:91] Creating Layer conv3c_t2_5x5/bn\r\nI0709 01:02:45.737795 11133 net.cpp:425] conv3c_t2_5x5/bn <- conv3c_t2_5x5\r\nI0709 01:02:45.737807 11133 net.cpp:399] conv3c_t2_5x5/bn -> conv3c_t2_5x5/bn\r\nI0709 01:02:45.738111 11133 net.cpp:141] Setting up conv3c_t2_5x5/bn\r\nI0709 01:02:45.738123 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.738126 11133 net.cpp:156] Memory required for data: 2854364672\r\nI0709 01:02:45.738134 11133 layer_factory.hpp:77] Creating layer relu3c_t2_5x5\r\nI0709 01:02:45.738144 11133 net.cpp:91] Creating Layer relu3c_t2_5x5\r\nI0709 01:02:45.738148 11133 net.cpp:425] relu3c_t2_5x5 <- conv3c_t2_5x5/bn\r\nI0709 01:02:45.738153 11133 net.cpp:386] relu3c_t2_5x5 -> conv3c_t2_5x5/bn (in-place)\r\nI0709 01:02:45.738339 11133 net.cpp:141] Setting up relu3c_t2_5x5\r\nI0709 01:02:45.738348 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.738354 11133 net.cpp:156] Memory required for data: 2864399872\r\nI0709 01:02:45.738358 11133 layer_factory.hpp:77] Creating layer conv3c_t3_1x1\r\nI0709 01:02:45.738373 11133 net.cpp:91] Creating Layer conv3c_t3_1x1\r\nI0709 01:02:45.738380 11133 net.cpp:425] conv3c_t3_1x1 <- inception_3b_inception_3b_0_split_2\r\nI0709 01:02:45.738387 11133 net.cpp:399] conv3c_t3_1x1 -> conv3c_t3_1x1\r\nI0709 01:02:45.740263 11133 net.cpp:141] Setting up conv3c_t3_1x1\r\nI0709 01:02:45.740298 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.740305 11133 net.cpp:156] Memory required for data: 2874435072\r\nI0709 01:02:45.740314 11133 layer_factory.hpp:77] Creating layer conv3c_t3_1x1/bn\r\nI0709 01:02:45.740334 11133 net.cpp:91] Creating Layer conv3c_t3_1x1/bn\r\nI0709 01:02:45.740340 11133 net.cpp:425] conv3c_t3_1x1/bn <- conv3c_t3_1x1\r\nI0709 01:02:45.740363 11133 net.cpp:399] conv3c_t3_1x1/bn -> conv3c_t3_1x1/bn\r\nI0709 01:02:45.740664 11133 net.cpp:141] Setting up conv3c_t3_1x1/bn\r\nI0709 01:02:45.740681 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.740687 11133 net.cpp:156] Memory required for data: 2884470272\r\nI0709 01:02:45.740701 11133 layer_factory.hpp:77] Creating layer relu3c_t3_1x1\r\nI0709 01:02:45.740753 11133 net.cpp:91] Creating Layer relu3c_t3_1x1\r\nI0709 01:02:45.740763 11133 net.cpp:425] relu3c_t3_1x1 <- conv3c_t3_1x1/bn\r\nI0709 01:02:45.740773 11133 net.cpp:386] relu3c_t3_1x1 -> conv3c_t3_1x1/bn (in-place)\r\nI0709 01:02:45.743626 11133 net.cpp:141] Setting up relu3c_t3_1x1\r\nI0709 01:02:45.743700 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.743707 11133 net.cpp:156] Memory required for data: 2894505472\r\nI0709 01:02:45.743721 11133 layer_factory.hpp:77] Creating layer conv3c_t3_3x3_1\r\nI0709 01:02:45.743770 11133 net.cpp:91] Creating Layer conv3c_t3_3x3_1\r\nI0709 01:02:45.743783 11133 net.cpp:425] conv3c_t3_3x3_1 <- conv3c_t3_1x1/bn\r\nI0709 01:02:45.743804 11133 net.cpp:399] conv3c_t3_3x3_1 -> conv3c_t3_3x3_1\r\nI0709 01:02:45.749408 11133 net.cpp:141] Setting up conv3c_t3_3x3_1\r\nI0709 01:02:45.749475 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.749485 11133 net.cpp:156] Memory required for data: 2909558272\r\nI0709 01:02:45.749501 11133 layer_factory.hpp:77] Creating layer conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.749521 11133 net.cpp:91] Creating Layer conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.749532 11133 net.cpp:425] conv3c_t3_3x3_1/bn <- conv3c_t3_3x3_1\r\nI0709 01:02:45.749549 11133 net.cpp:399] conv3c_t3_3x3_1/bn -> conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.749997 11133 net.cpp:141] Setting up conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.750012 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.750030 11133 net.cpp:156] Memory required for data: 2924611072\r\nI0709 01:02:45.750048 11133 layer_factory.hpp:77] Creating layer relu3c_t3_3x3_1\r\nI0709 01:02:45.750061 11133 net.cpp:91] Creating Layer relu3c_t3_3x3_1\r\nI0709 01:02:45.750068 11133 net.cpp:425] relu3c_t3_3x3_1 <- conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.750078 11133 net.cpp:386] relu3c_t3_3x3_1 -> conv3c_t3_3x3_1/bn (in-place)\r\nI0709 01:02:45.750354 11133 net.cpp:141] Setting up relu3c_t3_3x3_1\r\nI0709 01:02:45.750368 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.750375 11133 net.cpp:156] Memory required for data: 2939663872\r\nI0709 01:02:45.750383 11133 layer_factory.hpp:77] Creating layer conv3c_t3_3x3_2\r\nI0709 01:02:45.750404 11133 net.cpp:91] Creating Layer conv3c_t3_3x3_2\r\nI0709 01:02:45.750412 11133 net.cpp:425] conv3c_t3_3x3_2 <- conv3c_t3_3x3_1/bn\r\nI0709 01:02:45.750423 11133 net.cpp:399] conv3c_t3_3x3_2 -> conv3c_t3_3x3_2\r\nI0709 01:02:45.755806 11133 net.cpp:141] Setting up conv3c_t3_3x3_2\r\nI0709 01:02:45.755861 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.755867 11133 net.cpp:156] Memory required for data: 2954716672\r\nI0709 01:02:45.755877 11133 layer_factory.hpp:77] Creating layer conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.755892 11133 net.cpp:91] Creating Layer conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.755898 11133 net.cpp:425] conv3c_t3_3x3_2/bn <- conv3c_t3_3x3_2\r\nI0709 01:02:45.755908 11133 net.cpp:399] conv3c_t3_3x3_2/bn -> conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.756230 11133 net.cpp:141] Setting up conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.756244 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.756250 11133 net.cpp:156] Memory required for data: 2969769472\r\nI0709 01:02:45.756265 11133 layer_factory.hpp:77] Creating layer relu3c_t3_3x3_2\r\nI0709 01:02:45.756281 11133 net.cpp:91] Creating Layer relu3c_t3_3x3_2\r\nI0709 01:02:45.756290 11133 net.cpp:425] relu3c_t3_3x3_2 <- conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.756301 11133 net.cpp:386] relu3c_t3_3x3_2 -> conv3c_t3_3x3_2/bn (in-place)\r\nI0709 01:02:45.756499 11133 net.cpp:141] Setting up relu3c_t3_3x3_2\r\nI0709 01:02:45.756511 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.756516 11133 net.cpp:156] Memory required for data: 2984822272\r\nI0709 01:02:45.756525 11133 layer_factory.hpp:77] Creating layer conv3c_t4_pool\r\nI0709 01:02:45.756582 11133 net.cpp:91] Creating Layer conv3c_t4_pool\r\nI0709 01:02:45.756587 11133 net.cpp:425] conv3c_t4_pool <- inception_3b_inception_3b_0_split_3\r\nI0709 01:02:45.756593 11133 net.cpp:399] conv3c_t4_pool -> conv3c_t4_pool\r\nI0709 01:02:45.759536 11133 net.cpp:141] Setting up conv3c_t4_pool\r\nI0709 01:02:45.759613 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.759621 11133 net.cpp:156] Memory required for data: 3029980672\r\nI0709 01:02:45.759636 11133 layer_factory.hpp:77] Creating layer conv3c_t4_1x1\r\nI0709 01:02:45.759688 11133 net.cpp:91] Creating Layer conv3c_t4_1x1\r\nI0709 01:02:45.759739 11133 net.cpp:425] conv3c_t4_1x1 <- conv3c_t4_pool\r\nI0709 01:02:45.759773 11133 net.cpp:399] conv3c_t4_1x1 -> conv3c_t4_1x1\r\nI0709 01:02:45.762789 11133 net.cpp:141] Setting up conv3c_t4_1x1\r\nI0709 01:02:45.762918 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.762930 11133 net.cpp:156] Memory required for data: 3040015872\r\nI0709 01:02:45.762948 11133 layer_factory.hpp:77] Creating layer conv3c_t4_1x1/bn\r\nI0709 01:02:45.762976 11133 net.cpp:91] Creating Layer conv3c_t4_1x1/bn\r\nI0709 01:02:45.762990 11133 net.cpp:425] conv3c_t4_1x1/bn <- conv3c_t4_1x1\r\nI0709 01:02:45.763007 11133 net.cpp:399] conv3c_t4_1x1/bn -> conv3c_t4_1x1/bn\r\nI0709 01:02:45.763516 11133 net.cpp:141] Setting up conv3c_t4_1x1/bn\r\nI0709 01:02:45.763563 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.763587 11133 net.cpp:156] Memory required for data: 3050051072\r\nI0709 01:02:45.763741 11133 layer_factory.hpp:77] Creating layer relu3c_t4_1x1\r\nI0709 01:02:45.763783 11133 net.cpp:91] Creating Layer relu3c_t4_1x1\r\nI0709 01:02:45.763799 11133 net.cpp:425] relu3c_t4_1x1 <- conv3c_t4_1x1/bn\r\nI0709 01:02:45.763814 11133 net.cpp:386] relu3c_t4_1x1 -> conv3c_t4_1x1/bn (in-place)\r\nI0709 01:02:45.764384 11133 net.cpp:141] Setting up relu3c_t4_1x1\r\nI0709 01:02:45.764410 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.764418 11133 net.cpp:156] Memory required for data: 3060086272\r\nI0709 01:02:45.764430 11133 layer_factory.hpp:77] Creating layer inception_3c\r\nI0709 01:02:45.764457 11133 net.cpp:91] Creating Layer inception_3c\r\nI0709 01:02:45.764468 11133 net.cpp:425] inception_3c <- conv3c_t1_1x1/bn\r\nI0709 01:02:45.764484 11133 net.cpp:425] inception_3c <- conv3c_t2_5x5/bn\r\nI0709 01:02:45.764495 11133 net.cpp:425] inception_3c <- conv3c_t3_3x3_2/bn\r\nI0709 01:02:45.764509 11133 net.cpp:425] inception_3c <- conv3c_t4_1x1/bn\r\nI0709 01:02:45.764526 11133 net.cpp:399] inception_3c -> inception_3c\r\nI0709 01:02:45.764663 11133 net.cpp:141] Setting up inception_3c\r\nI0709 01:02:45.764678 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.764719 11133 net.cpp:156] Memory required for data: 3105244672\r\nI0709 01:02:45.764731 11133 layer_factory.hpp:77] Creating layer inception_3c_inception_3c_0_split\r\nI0709 01:02:45.764747 11133 net.cpp:91] Creating Layer inception_3c_inception_3c_0_split\r\nI0709 01:02:45.764755 11133 net.cpp:425] inception_3c_inception_3c_0_split <- inception_3c\r\nI0709 01:02:45.764765 11133 net.cpp:399] inception_3c_inception_3c_0_split -> inception_3c_inception_3c_0_split_0\r\nI0709 01:02:45.764782 11133 net.cpp:399] inception_3c_inception_3c_0_split -> inception_3c_inception_3c_0_split_1\r\nI0709 01:02:45.764792 11133 net.cpp:399] inception_3c_inception_3c_0_split -> inception_3c_inception_3c_0_split_2\r\nI0709 01:02:45.764906 11133 net.cpp:141] Setting up inception_3c_inception_3c_0_split\r\nI0709 01:02:45.764919 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.764931 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.764940 11133 net.cpp:148] Top shape: 32 288 35 35 (11289600)\r\nI0709 01:02:45.764945 11133 net.cpp:156] Memory required for data: 3240719872\r\nI0709 01:02:45.764953 11133 layer_factory.hpp:77] Creating layer conv3d_t1_3x3\r\nI0709 01:02:45.764981 11133 net.cpp:91] Creating Layer conv3d_t1_3x3\r\nI0709 01:02:45.764988 11133 net.cpp:425] conv3d_t1_3x3 <- inception_3c_inception_3c_0_split_0\r\nI0709 01:02:45.765002 11133 net.cpp:399] conv3d_t1_3x3 -> conv3d_t1_3x3\r\nI0709 01:02:45.806315 11133 net.cpp:141] Setting up conv3d_t1_3x3\r\nI0709 01:02:45.806380 11133 net.cpp:148] Top shape: 32 384 17 17 (3551232)\r\nI0709 01:02:45.806387 11133 net.cpp:156] Memory required for data: 3254924800\r\nI0709 01:02:45.806402 11133 layer_factory.hpp:77] Creating layer conv3d_t1_3x3/bn\r\nI0709 01:02:45.806417 11133 net.cpp:91] Creating Layer conv3d_t1_3x3/bn\r\nI0709 01:02:45.806470 11133 net.cpp:425] conv3d_t1_3x3/bn <- conv3d_t1_3x3\r\nI0709 01:02:45.806488 11133 net.cpp:399] conv3d_t1_3x3/bn -> conv3d_t1_3x3/bn\r\nI0709 01:02:45.806915 11133 net.cpp:141] Setting up conv3d_t1_3x3/bn\r\nI0709 01:02:45.806944 11133 net.cpp:148] Top shape: 32 384 17 17 (3551232)\r\nI0709 01:02:45.806951 11133 net.cpp:156] Memory required for data: 3269129728\r\nI0709 01:02:45.806970 11133 layer_factory.hpp:77] Creating layer relu3d_t1_3x3\r\nI0709 01:02:45.806993 11133 net.cpp:91] Creating Layer relu3d_t1_3x3\r\nI0709 01:02:45.807003 11133 net.cpp:425] relu3d_t1_3x3 <- conv3d_t1_3x3/bn\r\nI0709 01:02:45.807016 11133 net.cpp:386] relu3d_t1_3x3 -> conv3d_t1_3x3/bn (in-place)\r\nI0709 01:02:45.807898 11133 net.cpp:141] Setting up relu3d_t1_3x3\r\nI0709 01:02:45.807937 11133 net.cpp:148] Top shape: 32 384 17 17 (3551232)\r\nI0709 01:02:45.807946 11133 net.cpp:156] Memory required for data: 3283334656\r\nI0709 01:02:45.807960 11133 layer_factory.hpp:77] Creating layer conv3d_t2_1x1\r\nI0709 01:02:45.808001 11133 net.cpp:91] Creating Layer conv3d_t2_1x1\r\nI0709 01:02:45.808015 11133 net.cpp:425] conv3d_t2_1x1 <- inception_3c_inception_3c_0_split_1\r\nI0709 01:02:45.808042 11133 net.cpp:399] conv3d_t2_1x1 -> conv3d_t2_1x1\r\nI0709 01:02:45.810701 11133 net.cpp:141] Setting up conv3d_t2_1x1\r\nI0709 01:02:45.810752 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.810757 11133 net.cpp:156] Memory required for data: 3293369856\r\nI0709 01:02:45.810767 11133 layer_factory.hpp:77] Creating layer conv3d_t2_1x1/bn\r\nI0709 01:02:45.810781 11133 net.cpp:91] Creating Layer conv3d_t2_1x1/bn\r\nI0709 01:02:45.810789 11133 net.cpp:425] conv3d_t2_1x1/bn <- conv3d_t2_1x1\r\nI0709 01:02:45.810797 11133 net.cpp:399] conv3d_t2_1x1/bn -> conv3d_t2_1x1/bn\r\nI0709 01:02:45.811122 11133 net.cpp:141] Setting up conv3d_t2_1x1/bn\r\nI0709 01:02:45.811131 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.811146 11133 net.cpp:156] Memory required for data: 3303405056\r\nI0709 01:02:45.811153 11133 layer_factory.hpp:77] Creating layer relu3d_t2_1x1\r\nI0709 01:02:45.811161 11133 net.cpp:91] Creating Layer relu3d_t2_1x1\r\nI0709 01:02:45.811163 11133 net.cpp:425] relu3d_t2_1x1 <- conv3d_t2_1x1/bn\r\nI0709 01:02:45.811169 11133 net.cpp:386] relu3d_t2_1x1 -> conv3d_t2_1x1/bn (in-place)\r\nI0709 01:02:45.811681 11133 net.cpp:141] Setting up relu3d_t2_1x1\r\nI0709 01:02:45.811692 11133 net.cpp:148] Top shape: 32 64 35 35 (2508800)\r\nI0709 01:02:45.811708 11133 net.cpp:156] Memory required for data: 3313440256\r\nI0709 01:02:45.811712 11133 layer_factory.hpp:77] Creating layer conv3d_t2_3x3_1\r\nI0709 01:02:45.811728 11133 net.cpp:91] Creating Layer conv3d_t2_3x3_1\r\nI0709 01:02:45.811734 11133 net.cpp:425] conv3d_t2_3x3_1 <- conv3d_t2_1x1/bn\r\nI0709 01:02:45.811754 11133 net.cpp:399] conv3d_t2_3x3_1 -> conv3d_t2_3x3_1\r\nI0709 01:02:45.815804 11133 net.cpp:141] Setting up conv3d_t2_3x3_1\r\nI0709 01:02:45.815867 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.815874 11133 net.cpp:156] Memory required for data: 3328493056\r\nI0709 01:02:45.815891 11133 layer_factory.hpp:77] Creating layer conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.815908 11133 net.cpp:91] Creating Layer conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.815932 11133 net.cpp:425] conv3d_t2_3x3_1/bn <- conv3d_t2_3x3_1\r\nI0709 01:02:45.815959 11133 net.cpp:399] conv3d_t2_3x3_1/bn -> conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.816427 11133 net.cpp:141] Setting up conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.816450 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.816468 11133 net.cpp:156] Memory required for data: 3343545856\r\nI0709 01:02:45.816481 11133 layer_factory.hpp:77] Creating layer relu3d_t3_3x3_1\r\nI0709 01:02:45.816511 11133 net.cpp:91] Creating Layer relu3d_t3_3x3_1\r\nI0709 01:02:45.816529 11133 net.cpp:425] relu3d_t3_3x3_1 <- conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.816539 11133 net.cpp:386] relu3d_t3_3x3_1 -> conv3d_t2_3x3_1/bn (in-place)\r\nI0709 01:02:45.816850 11133 net.cpp:141] Setting up relu3d_t3_3x3_1\r\nI0709 01:02:45.816865 11133 net.cpp:148] Top shape: 32 96 35 35 (3763200)\r\nI0709 01:02:45.816881 11133 net.cpp:156] Memory required for data: 3358598656\r\nI0709 01:02:45.816886 11133 layer_factory.hpp:77] Creating layer conv3d_t2_3x3_2\r\nI0709 01:02:45.816908 11133 net.cpp:91] Creating Layer conv3d_t2_3x3_2\r\nI0709 01:02:45.816917 11133 net.cpp:425] conv3d_t2_3x3_2 <- conv3d_t2_3x3_1/bn\r\nI0709 01:02:45.816936 11133 net.cpp:399] conv3d_t2_3x3_2 -> conv3d_t2_3x3_2\r\nI0709 01:02:45.822805 11133 net.cpp:141] Setting up conv3d_t2_3x3_2\r\nI0709 01:02:45.822852 11133 net.cpp:148] Top shape: 32 96 17 17 (887808)\r\nI0709 01:02:45.822857 11133 net.cpp:156] Memory required for data: 3362149888\r\nI0709 01:02:45.822870 11133 layer_factory.hpp:77] Creating layer conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.822890 11133 net.cpp:91] Creating Layer conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.822903 11133 net.cpp:425] conv3d_t2_3x3_2/bn <- conv3d_t2_3x3_2\r\nI0709 01:02:45.822916 11133 net.cpp:399] conv3d_t2_3x3_2/bn -> conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.823231 11133 net.cpp:141] Setting up conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.823245 11133 net.cpp:148] Top shape: 32 96 17 17 (887808)\r\nI0709 01:02:45.823249 11133 net.cpp:156] Memory required for data: 3365701120\r\nI0709 01:02:45.823267 11133 layer_factory.hpp:77] Creating layer relu3d_t3_3x3_2\r\nI0709 01:02:45.823283 11133 net.cpp:91] Creating Layer relu3d_t3_3x3_2\r\nI0709 01:02:45.823299 11133 net.cpp:425] relu3d_t3_3x3_2 <- conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.823304 11133 net.cpp:386] relu3d_t3_3x3_2 -> conv3d_t2_3x3_2/bn (in-place)\r\nI0709 01:02:45.823797 11133 net.cpp:141] Setting up relu3d_t3_3x3_2\r\nI0709 01:02:45.823810 11133 net.cpp:148] Top shape: 32 96 17 17 (887808)\r\nI0709 01:02:45.823825 11133 net.cpp:156] Memory required for data: 3369252352\r\nI0709 01:02:45.823829 11133 layer_factory.hpp:77] Creating layer conv3d_t3_pool\r\nI0709 01:02:45.823837 11133 net.cpp:91] Creating Layer conv3d_t3_pool\r\nI0709 01:02:45.823842 11133 net.cpp:425] conv3d_t3_pool <- inception_3c_inception_3c_0_split_2\r\nI0709 01:02:45.823849 11133 net.cpp:399] conv3d_t3_pool -> conv3d_t3_pool\r\nI0709 01:02:45.823904 11133 net.cpp:141] Setting up conv3d_t3_pool\r\nI0709 01:02:45.823915 11133 net.cpp:148] Top shape: 32 288 17 17 (2663424)\r\nI0709 01:02:45.823920 11133 net.cpp:156] Memory required for data: 3379906048\r\nI0709 01:02:45.823926 11133 layer_factory.hpp:77] Creating layer inception_3d\r\nI0709 01:02:45.823940 11133 net.cpp:91] Creating Layer inception_3d\r\nI0709 01:02:45.823948 11133 net.cpp:425] inception_3d <- conv3d_t1_3x3/bn\r\nI0709 01:02:45.823956 11133 net.cpp:425] inception_3d <- conv3d_t2_3x3_2/bn\r\nI0709 01:02:45.823985 11133 net.cpp:425] inception_3d <- conv3d_t3_pool\r\nI0709 01:02:45.823997 11133 net.cpp:399] inception_3d -> inception_3d\r\nI0709 01:02:45.824043 11133 net.cpp:141] Setting up inception_3d\r\nI0709 01:02:45.824054 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.824060 11133 net.cpp:156] Memory required for data: 3408315904\r\nI0709 01:02:45.824066 11133 layer_factory.hpp:77] Creating layer inception_3d_inception_3d_0_split\r\nI0709 01:02:45.824079 11133 net.cpp:91] Creating Layer inception_3d_inception_3d_0_split\r\nI0709 01:02:45.824086 11133 net.cpp:425] inception_3d_inception_3d_0_split <- inception_3d\r\nI0709 01:02:45.824098 11133 net.cpp:399] inception_3d_inception_3d_0_split -> inception_3d_inception_3d_0_split_0\r\nI0709 01:02:45.824110 11133 net.cpp:399] inception_3d_inception_3d_0_split -> inception_3d_inception_3d_0_split_1\r\nI0709 01:02:45.824122 11133 net.cpp:399] inception_3d_inception_3d_0_split -> inception_3d_inception_3d_0_split_2\r\nI0709 01:02:45.824136 11133 net.cpp:399] inception_3d_inception_3d_0_split -> inception_3d_inception_3d_0_split_3\r\nI0709 01:02:45.824214 11133 net.cpp:141] Setting up inception_3d_inception_3d_0_split\r\nI0709 01:02:45.824225 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.824232 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.824241 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.824250 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.824257 11133 net.cpp:156] Memory required for data: 3521955328\r\nI0709 01:02:45.824265 11133 layer_factory.hpp:77] Creating layer conv4a_t1_1x1\r\nI0709 01:02:45.824285 11133 net.cpp:91] Creating Layer conv4a_t1_1x1\r\nI0709 01:02:45.824295 11133 net.cpp:425] conv4a_t1_1x1 <- inception_3d_inception_3d_0_split_0\r\nI0709 01:02:45.824304 11133 net.cpp:399] conv4a_t1_1x1 -> conv4a_t1_1x1\r\nI0709 01:02:45.831848 11133 net.cpp:141] Setting up conv4a_t1_1x1\r\nI0709 01:02:45.831893 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.831902 11133 net.cpp:156] Memory required for data: 3529057792\r\nI0709 01:02:45.831915 11133 layer_factory.hpp:77] Creating layer conv4a_t1_1x1/bn\r\nI0709 01:02:45.831931 11133 net.cpp:91] Creating Layer conv4a_t1_1x1/bn\r\nI0709 01:02:45.831943 11133 net.cpp:425] conv4a_t1_1x1/bn <- conv4a_t1_1x1\r\nI0709 01:02:45.831956 11133 net.cpp:399] conv4a_t1_1x1/bn -> conv4a_t1_1x1/bn\r\nI0709 01:02:45.832296 11133 net.cpp:141] Setting up conv4a_t1_1x1/bn\r\nI0709 01:02:45.832319 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.832334 11133 net.cpp:156] Memory required for data: 3536160256\r\nI0709 01:02:45.832355 11133 layer_factory.hpp:77] Creating layer relu4a_t1_1x1\r\nI0709 01:02:45.832366 11133 net.cpp:91] Creating Layer relu4a_t1_1x1\r\nI0709 01:02:45.832373 11133 net.cpp:425] relu4a_t1_1x1 <- conv4a_t1_1x1/bn\r\nI0709 01:02:45.832389 11133 net.cpp:386] relu4a_t1_1x1 -> conv4a_t1_1x1/bn (in-place)\r\nI0709 01:02:45.832808 11133 net.cpp:141] Setting up relu4a_t1_1x1\r\nI0709 01:02:45.832823 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.832837 11133 net.cpp:156] Memory required for data: 3543262720\r\nI0709 01:02:45.832841 11133 layer_factory.hpp:77] Creating layer conv4a_t2_1x1\r\nI0709 01:02:45.832857 11133 net.cpp:91] Creating Layer conv4a_t2_1x1\r\nI0709 01:02:45.832883 11133 net.cpp:425] conv4a_t2_1x1 <- inception_3d_inception_3d_0_split_1\r\nI0709 01:02:45.832890 11133 net.cpp:399] conv4a_t2_1x1 -> conv4a_t2_1x1\r\nI0709 01:02:45.838114 11133 net.cpp:141] Setting up conv4a_t2_1x1\r\nI0709 01:02:45.838160 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.838165 11133 net.cpp:156] Memory required for data: 3547997696\r\nI0709 01:02:45.838176 11133 layer_factory.hpp:77] Creating layer conv4a_t2_1x1/bn\r\nI0709 01:02:45.838188 11133 net.cpp:91] Creating Layer conv4a_t2_1x1/bn\r\nI0709 01:02:45.838197 11133 net.cpp:425] conv4a_t2_1x1/bn <- conv4a_t2_1x1\r\nI0709 01:02:45.838207 11133 net.cpp:399] conv4a_t2_1x1/bn -> conv4a_t2_1x1/bn\r\nI0709 01:02:45.838508 11133 net.cpp:141] Setting up conv4a_t2_1x1/bn\r\nI0709 01:02:45.838517 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.838531 11133 net.cpp:156] Memory required for data: 3552732672\r\nI0709 01:02:45.838543 11133 layer_factory.hpp:77] Creating layer relu4a_t2_1x1\r\nI0709 01:02:45.838551 11133 net.cpp:91] Creating Layer relu4a_t2_1x1\r\nI0709 01:02:45.838557 11133 net.cpp:425] relu4a_t2_1x1 <- conv4a_t2_1x1/bn\r\nI0709 01:02:45.838560 11133 net.cpp:386] relu4a_t2_1x1 -> conv4a_t2_1x1/bn (in-place)\r\nI0709 01:02:45.838757 11133 net.cpp:141] Setting up relu4a_t2_1x1\r\nI0709 01:02:45.838768 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.838773 11133 net.cpp:156] Memory required for data: 3557467648\r\nI0709 01:02:45.838776 11133 layer_factory.hpp:77] Creating layer conv4a_t2_1x7\r\nI0709 01:02:45.838790 11133 net.cpp:91] Creating Layer conv4a_t2_1x7\r\nI0709 01:02:45.838795 11133 net.cpp:425] conv4a_t2_1x7 <- conv4a_t2_1x1/bn\r\nI0709 01:02:45.838801 11133 net.cpp:399] conv4a_t2_1x7 -> conv4a_t2_1x7\r\nI0709 01:02:45.845595 11133 net.cpp:141] Setting up conv4a_t2_1x7\r\nI0709 01:02:45.845650 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.845655 11133 net.cpp:156] Memory required for data: 3562202624\r\nI0709 01:02:45.845670 11133 layer_factory.hpp:77] Creating layer conv4a_t2_1x7/bn\r\nI0709 01:02:45.845688 11133 net.cpp:91] Creating Layer conv4a_t2_1x7/bn\r\nI0709 01:02:45.845698 11133 net.cpp:425] conv4a_t2_1x7/bn <- conv4a_t2_1x7\r\nI0709 01:02:45.845708 11133 net.cpp:399] conv4a_t2_1x7/bn -> conv4a_t2_1x7/bn\r\nI0709 01:02:45.846029 11133 net.cpp:141] Setting up conv4a_t2_1x7/bn\r\nI0709 01:02:45.846040 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.846042 11133 net.cpp:156] Memory required for data: 3566937600\r\nI0709 01:02:45.846051 11133 layer_factory.hpp:77] Creating layer relu4a_t2_1x7\r\nI0709 01:02:45.846058 11133 net.cpp:91] Creating Layer relu4a_t2_1x7\r\nI0709 01:02:45.846062 11133 net.cpp:425] relu4a_t2_1x7 <- conv4a_t2_1x7/bn\r\nI0709 01:02:45.846070 11133 net.cpp:386] relu4a_t2_1x7 -> conv4a_t2_1x7/bn (in-place)\r\nI0709 01:02:45.846556 11133 net.cpp:141] Setting up relu4a_t2_1x7\r\nI0709 01:02:45.846570 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.846585 11133 net.cpp:156] Memory required for data: 3571672576\r\nI0709 01:02:45.846591 11133 layer_factory.hpp:77] Creating layer conv4a_t2_7x1\r\nI0709 01:02:45.846604 11133 net.cpp:91] Creating Layer conv4a_t2_7x1\r\nI0709 01:02:45.846611 11133 net.cpp:425] conv4a_t2_7x1 <- conv4a_t2_1x7/bn\r\nI0709 01:02:45.846617 11133 net.cpp:399] conv4a_t2_7x1 -> conv4a_t2_7x1\r\nI0709 01:02:45.854463 11133 net.cpp:141] Setting up conv4a_t2_7x1\r\nI0709 01:02:45.854522 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.854532 11133 net.cpp:156] Memory required for data: 3578775040\r\nI0709 01:02:45.854548 11133 layer_factory.hpp:77] Creating layer conv4a_t2_7x1/bn\r\nI0709 01:02:45.854599 11133 net.cpp:91] Creating Layer conv4a_t2_7x1/bn\r\nI0709 01:02:45.854614 11133 net.cpp:425] conv4a_t2_7x1/bn <- conv4a_t2_7x1\r\nI0709 01:02:45.854631 11133 net.cpp:399] conv4a_t2_7x1/bn -> conv4a_t2_7x1/bn\r\nI0709 01:02:45.855118 11133 net.cpp:141] Setting up conv4a_t2_7x1/bn\r\nI0709 01:02:45.855135 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.855141 11133 net.cpp:156] Memory required for data: 3585877504\r\nI0709 01:02:45.855160 11133 layer_factory.hpp:77] Creating layer relu4a_t2_7x1\r\nI0709 01:02:45.855177 11133 net.cpp:91] Creating Layer relu4a_t2_7x1\r\nI0709 01:02:45.855185 11133 net.cpp:425] relu4a_t2_7x1 <- conv4a_t2_7x1/bn\r\nI0709 01:02:45.855195 11133 net.cpp:386] relu4a_t2_7x1 -> conv4a_t2_7x1/bn (in-place)\r\nI0709 01:02:45.855856 11133 net.cpp:141] Setting up relu4a_t2_7x1\r\nI0709 01:02:45.855875 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.855882 11133 net.cpp:156] Memory required for data: 3592979968\r\nI0709 01:02:45.855888 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x1\r\nI0709 01:02:45.855914 11133 net.cpp:91] Creating Layer conv4a_t3_1x1\r\nI0709 01:02:45.855924 11133 net.cpp:425] conv4a_t3_1x1 <- inception_3d_inception_3d_0_split_2\r\nI0709 01:02:45.855936 11133 net.cpp:399] conv4a_t3_1x1 -> conv4a_t3_1x1\r\nI0709 01:02:45.862586 11133 net.cpp:141] Setting up conv4a_t3_1x1\r\nI0709 01:02:45.862635 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.862640 11133 net.cpp:156] Memory required for data: 3597714944\r\nI0709 01:02:45.862658 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x1/bn\r\nI0709 01:02:45.862673 11133 net.cpp:91] Creating Layer conv4a_t3_1x1/bn\r\nI0709 01:02:45.862695 11133 net.cpp:425] conv4a_t3_1x1/bn <- conv4a_t3_1x1\r\nI0709 01:02:45.862717 11133 net.cpp:399] conv4a_t3_1x1/bn -> conv4a_t3_1x1/bn\r\nI0709 01:02:45.863039 11133 net.cpp:141] Setting up conv4a_t3_1x1/bn\r\nI0709 01:02:45.863055 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.863059 11133 net.cpp:156] Memory required for data: 3602449920\r\nI0709 01:02:45.863080 11133 layer_factory.hpp:77] Creating layer relu4a_t3_1x1\r\nI0709 01:02:45.863087 11133 net.cpp:91] Creating Layer relu4a_t3_1x1\r\nI0709 01:02:45.863091 11133 net.cpp:425] relu4a_t3_1x1 <- conv4a_t3_1x1/bn\r\nI0709 01:02:45.863096 11133 net.cpp:386] relu4a_t3_1x1 -> conv4a_t3_1x1/bn (in-place)\r\nI0709 01:02:45.863296 11133 net.cpp:141] Setting up relu4a_t3_1x1\r\nI0709 01:02:45.863308 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.863312 11133 net.cpp:156] Memory required for data: 3607184896\r\nI0709 01:02:45.863317 11133 layer_factory.hpp:77] Creating layer conv4a_t3_7x1_1\r\nI0709 01:02:45.863335 11133 net.cpp:91] Creating Layer conv4a_t3_7x1_1\r\nI0709 01:02:45.863342 11133 net.cpp:425] conv4a_t3_7x1_1 <- conv4a_t3_1x1/bn\r\nI0709 01:02:45.863348 11133 net.cpp:399] conv4a_t3_7x1_1 -> conv4a_t3_7x1_1\r\nI0709 01:02:45.869408 11133 net.cpp:141] Setting up conv4a_t3_7x1_1\r\nI0709 01:02:45.869478 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.869487 11133 net.cpp:156] Memory required for data: 3611919872\r\nI0709 01:02:45.869505 11133 layer_factory.hpp:77] Creating layer conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.869534 11133 net.cpp:91] Creating Layer conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.869562 11133 net.cpp:425] conv4a_t3_7x1_1/bn <- conv4a_t3_7x1_1\r\nI0709 01:02:45.869588 11133 net.cpp:399] conv4a_t3_7x1_1/bn -> conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.870074 11133 net.cpp:141] Setting up conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.870097 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.870106 11133 net.cpp:156] Memory required for data: 3616654848\r\nI0709 01:02:45.870139 11133 layer_factory.hpp:77] Creating layer relu4a_t3_7x1_1\r\nI0709 01:02:45.870156 11133 net.cpp:91] Creating Layer relu4a_t3_7x1_1\r\nI0709 01:02:45.870168 11133 net.cpp:425] relu4a_t3_7x1_1 <- conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.870185 11133 net.cpp:386] relu4a_t3_7x1_1 -> conv4a_t3_7x1_1/bn (in-place)\r\nI0709 01:02:45.870973 11133 net.cpp:141] Setting up relu4a_t3_7x1_1\r\nI0709 01:02:45.871011 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.871018 11133 net.cpp:156] Memory required for data: 3621389824\r\nI0709 01:02:45.871026 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x7_1\r\nI0709 01:02:45.871049 11133 net.cpp:91] Creating Layer conv4a_t3_1x7_1\r\nI0709 01:02:45.871060 11133 net.cpp:425] conv4a_t3_1x7_1 <- conv4a_t3_7x1_1/bn\r\nI0709 01:02:45.871088 11133 net.cpp:399] conv4a_t3_1x7_1 -> conv4a_t3_1x7_1\r\nI0709 01:02:45.877730 11133 net.cpp:141] Setting up conv4a_t3_1x7_1\r\nI0709 01:02:45.877787 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.877794 11133 net.cpp:156] Memory required for data: 3626124800\r\nI0709 01:02:45.877809 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.877830 11133 net.cpp:91] Creating Layer conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.877845 11133 net.cpp:425] conv4a_t3_1x7_1/bn <- conv4a_t3_1x7_1\r\nI0709 01:02:45.877858 11133 net.cpp:399] conv4a_t3_1x7_1/bn -> conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.878176 11133 net.cpp:141] Setting up conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.878190 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.878195 11133 net.cpp:156] Memory required for data: 3630859776\r\nI0709 01:02:45.878208 11133 layer_factory.hpp:77] Creating layer relu4a_t3_1x7_1\r\nI0709 01:02:45.878221 11133 net.cpp:91] Creating Layer relu4a_t3_1x7_1\r\nI0709 01:02:45.878231 11133 net.cpp:425] relu4a_t3_1x7_1 <- conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.878242 11133 net.cpp:386] relu4a_t3_1x7_1 -> conv4a_t3_1x7_1/bn (in-place)\r\nI0709 01:02:45.878787 11133 net.cpp:141] Setting up relu4a_t3_1x7_1\r\nI0709 01:02:45.878803 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.878818 11133 net.cpp:156] Memory required for data: 3635594752\r\nI0709 01:02:45.878823 11133 layer_factory.hpp:77] Creating layer conv4a_t3_7x1_2\r\nI0709 01:02:45.878842 11133 net.cpp:91] Creating Layer conv4a_t3_7x1_2\r\nI0709 01:02:45.878851 11133 net.cpp:425] conv4a_t3_7x1_2 <- conv4a_t3_1x7_1/bn\r\nI0709 01:02:45.878859 11133 net.cpp:399] conv4a_t3_7x1_2 -> conv4a_t3_7x1_2\r\nI0709 01:02:45.885994 11133 net.cpp:141] Setting up conv4a_t3_7x1_2\r\nI0709 01:02:45.886082 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.886091 11133 net.cpp:156] Memory required for data: 3640329728\r\nI0709 01:02:45.886113 11133 layer_factory.hpp:77] Creating layer conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.886209 11133 net.cpp:91] Creating Layer conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.886224 11133 net.cpp:425] conv4a_t3_7x1_2/bn <- conv4a_t3_7x1_2\r\nI0709 01:02:45.886241 11133 net.cpp:399] conv4a_t3_7x1_2/bn -> conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.886723 11133 net.cpp:141] Setting up conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.886791 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.886816 11133 net.cpp:156] Memory required for data: 3645064704\r\nI0709 01:02:45.886857 11133 layer_factory.hpp:77] Creating layer relu4a_t3_7x1_2\r\nI0709 01:02:45.886898 11133 net.cpp:91] Creating Layer relu4a_t3_7x1_2\r\nI0709 01:02:45.886940 11133 net.cpp:425] relu4a_t3_7x1_2 <- conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.886968 11133 net.cpp:386] relu4a_t3_7x1_2 -> conv4a_t3_7x1_2/bn (in-place)\r\nI0709 01:02:45.887425 11133 net.cpp:141] Setting up relu4a_t3_7x1_2\r\nI0709 01:02:45.887468 11133 net.cpp:148] Top shape: 32 128 17 17 (1183744)\r\nI0709 01:02:45.887480 11133 net.cpp:156] Memory required for data: 3649799680\r\nI0709 01:02:45.887487 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x7_2\r\nI0709 01:02:45.887512 11133 net.cpp:91] Creating Layer conv4a_t3_1x7_2\r\nI0709 01:02:45.887523 11133 net.cpp:425] conv4a_t3_1x7_2 <- conv4a_t3_7x1_2/bn\r\nI0709 01:02:45.887537 11133 net.cpp:399] conv4a_t3_1x7_2 -> conv4a_t3_1x7_2\r\nI0709 01:02:45.897181 11133 net.cpp:141] Setting up conv4a_t3_1x7_2\r\nI0709 01:02:45.897258 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.897267 11133 net.cpp:156] Memory required for data: 3656902144\r\nI0709 01:02:45.897286 11133 layer_factory.hpp:77] Creating layer conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.897313 11133 net.cpp:91] Creating Layer conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.897341 11133 net.cpp:425] conv4a_t3_1x7_2/bn <- conv4a_t3_1x7_2\r\nI0709 01:02:45.897375 11133 net.cpp:399] conv4a_t3_1x7_2/bn -> conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.897907 11133 net.cpp:141] Setting up conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.897944 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.897950 11133 net.cpp:156] Memory required for data: 3664004608\r\nI0709 01:02:45.897974 11133 layer_factory.hpp:77] Creating layer relu4a_t3_1x7_2\r\nI0709 01:02:45.898010 11133 net.cpp:91] Creating Layer relu4a_t3_1x7_2\r\nI0709 01:02:45.898020 11133 net.cpp:425] relu4a_t3_1x7_2 <- conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.898030 11133 net.cpp:386] relu4a_t3_1x7_2 -> conv4a_t3_1x7_2/bn (in-place)\r\nI0709 01:02:45.899121 11133 net.cpp:141] Setting up relu4a_t3_1x7_2\r\nI0709 01:02:45.899181 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.899189 11133 net.cpp:156] Memory required for data: 3671107072\r\nI0709 01:02:45.899200 11133 layer_factory.hpp:77] Creating layer conv4a_t4_pool\r\nI0709 01:02:45.899236 11133 net.cpp:91] Creating Layer conv4a_t4_pool\r\nI0709 01:02:45.899292 11133 net.cpp:425] conv4a_t4_pool <- inception_3d_inception_3d_0_split_3\r\nI0709 01:02:45.899322 11133 net.cpp:399] conv4a_t4_pool -> conv4a_t4_pool\r\nI0709 01:02:45.899827 11133 net.cpp:141] Setting up conv4a_t4_pool\r\nI0709 01:02:45.899852 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.899857 11133 net.cpp:156] Memory required for data: 3699516928\r\nI0709 01:02:45.899869 11133 layer_factory.hpp:77] Creating layer conv4a_t4_1x1\r\nI0709 01:02:45.899907 11133 net.cpp:91] Creating Layer conv4a_t4_1x1\r\nI0709 01:02:45.899916 11133 net.cpp:425] conv4a_t4_1x1 <- conv4a_t4_pool\r\nI0709 01:02:45.899931 11133 net.cpp:399] conv4a_t4_1x1 -> conv4a_t4_1x1\r\nI0709 01:02:45.906580 11133 net.cpp:141] Setting up conv4a_t4_1x1\r\nI0709 01:02:45.906622 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.906626 11133 net.cpp:156] Memory required for data: 3706619392\r\nI0709 01:02:45.906637 11133 layer_factory.hpp:77] Creating layer conv4a_t4_1x1/bn\r\nI0709 01:02:45.906658 11133 net.cpp:91] Creating Layer conv4a_t4_1x1/bn\r\nI0709 01:02:45.906667 11133 net.cpp:425] conv4a_t4_1x1/bn <- conv4a_t4_1x1\r\nI0709 01:02:45.906687 11133 net.cpp:399] conv4a_t4_1x1/bn -> conv4a_t4_1x1/bn\r\nI0709 01:02:45.907052 11133 net.cpp:141] Setting up conv4a_t4_1x1/bn\r\nI0709 01:02:45.907083 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.907085 11133 net.cpp:156] Memory required for data: 3713721856\r\nI0709 01:02:45.907099 11133 layer_factory.hpp:77] Creating layer relu4a_t4_1x1\r\nI0709 01:02:45.907110 11133 net.cpp:91] Creating Layer relu4a_t4_1x1\r\nI0709 01:02:45.907115 11133 net.cpp:425] relu4a_t4_1x1 <- conv4a_t4_1x1/bn\r\nI0709 01:02:45.907122 11133 net.cpp:386] relu4a_t4_1x1 -> conv4a_t4_1x1/bn (in-place)\r\nI0709 01:02:45.907727 11133 net.cpp:141] Setting up relu4a_t4_1x1\r\nI0709 01:02:45.907763 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.907765 11133 net.cpp:156] Memory required for data: 3720824320\r\nI0709 01:02:45.907771 11133 layer_factory.hpp:77] Creating layer inception_4a\r\nI0709 01:02:45.907783 11133 net.cpp:91] Creating Layer inception_4a\r\nI0709 01:02:45.907788 11133 net.cpp:425] inception_4a <- conv4a_t1_1x1/bn\r\nI0709 01:02:45.907795 11133 net.cpp:425] inception_4a <- conv4a_t2_7x1/bn\r\nI0709 01:02:45.907801 11133 net.cpp:425] inception_4a <- conv4a_t3_1x7_2/bn\r\nI0709 01:02:45.907806 11133 net.cpp:425] inception_4a <- conv4a_t4_1x1/bn\r\nI0709 01:02:45.907815 11133 net.cpp:399] inception_4a -> inception_4a\r\nI0709 01:02:45.907893 11133 net.cpp:141] Setting up inception_4a\r\nI0709 01:02:45.907902 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.907904 11133 net.cpp:156] Memory required for data: 3749234176\r\nI0709 01:02:45.907908 11133 layer_factory.hpp:77] Creating layer inception_4a_inception_4a_0_split\r\nI0709 01:02:45.907919 11133 net.cpp:91] Creating Layer inception_4a_inception_4a_0_split\r\nI0709 01:02:45.907934 11133 net.cpp:425] inception_4a_inception_4a_0_split <- inception_4a\r\nI0709 01:02:45.907940 11133 net.cpp:399] inception_4a_inception_4a_0_split -> inception_4a_inception_4a_0_split_0\r\nI0709 01:02:45.907948 11133 net.cpp:399] inception_4a_inception_4a_0_split -> inception_4a_inception_4a_0_split_1\r\nI0709 01:02:45.907954 11133 net.cpp:399] inception_4a_inception_4a_0_split -> inception_4a_inception_4a_0_split_2\r\nI0709 01:02:45.907960 11133 net.cpp:399] inception_4a_inception_4a_0_split -> inception_4a_inception_4a_0_split_3\r\nI0709 01:02:45.908043 11133 net.cpp:141] Setting up inception_4a_inception_4a_0_split\r\nI0709 01:02:45.908051 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.908056 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.908061 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.908066 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:45.908067 11133 net.cpp:156] Memory required for data: 3862873600\r\nI0709 01:02:45.908071 11133 layer_factory.hpp:77] Creating layer conv4b_t1_1x1\r\nI0709 01:02:45.908094 11133 net.cpp:91] Creating Layer conv4b_t1_1x1\r\nI0709 01:02:45.908099 11133 net.cpp:425] conv4b_t1_1x1 <- inception_4a_inception_4a_0_split_0\r\nI0709 01:02:45.908105 11133 net.cpp:399] conv4b_t1_1x1 -> conv4b_t1_1x1\r\nI0709 01:02:45.916956 11133 net.cpp:141] Setting up conv4b_t1_1x1\r\nI0709 01:02:45.917026 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.917033 11133 net.cpp:156] Memory required for data: 3869976064\r\nI0709 01:02:45.917052 11133 layer_factory.hpp:77] Creating layer conv4b_t1_1x1/bn\r\nI0709 01:02:45.917088 11133 net.cpp:91] Creating Layer conv4b_t1_1x1/bn\r\nI0709 01:02:45.917104 11133 net.cpp:425] conv4b_t1_1x1/bn <- conv4b_t1_1x1\r\nI0709 01:02:45.917119 11133 net.cpp:399] conv4b_t1_1x1/bn -> conv4b_t1_1x1/bn\r\nI0709 01:02:45.917593 11133 net.cpp:141] Setting up conv4b_t1_1x1/bn\r\nI0709 01:02:45.917604 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.917608 11133 net.cpp:156] Memory required for data: 3877078528\r\nI0709 01:02:45.917618 11133 layer_factory.hpp:77] Creating layer relu4b_t1_1x1\r\nI0709 01:02:45.917629 11133 net.cpp:91] Creating Layer relu4b_t1_1x1\r\nI0709 01:02:45.917634 11133 net.cpp:425] relu4b_t1_1x1 <- conv4b_t1_1x1/bn\r\nI0709 01:02:45.917640 11133 net.cpp:386] relu4b_t1_1x1 -> conv4b_t1_1x1/bn (in-place)\r\nI0709 01:02:45.918128 11133 net.cpp:141] Setting up relu4b_t1_1x1\r\nI0709 01:02:45.918153 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.918156 11133 net.cpp:156] Memory required for data: 3884180992\r\nI0709 01:02:45.918160 11133 layer_factory.hpp:77] Creating layer conv4b_t2_1x1\r\nI0709 01:02:45.918203 11133 net.cpp:91] Creating Layer conv4b_t2_1x1\r\nI0709 01:02:45.918210 11133 net.cpp:425] conv4b_t2_1x1 <- inception_4a_inception_4a_0_split_1\r\nI0709 01:02:45.918220 11133 net.cpp:399] conv4b_t2_1x1 -> conv4b_t2_1x1\r\nI0709 01:02:45.926219 11133 net.cpp:141] Setting up conv4b_t2_1x1\r\nI0709 01:02:45.926275 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.926283 11133 net.cpp:156] Memory required for data: 3890099712\r\nI0709 01:02:45.926300 11133 layer_factory.hpp:77] Creating layer conv4b_t2_1x1/bn\r\nI0709 01:02:45.926319 11133 net.cpp:91] Creating Layer conv4b_t2_1x1/bn\r\nI0709 01:02:45.926343 11133 net.cpp:425] conv4b_t2_1x1/bn <- conv4b_t2_1x1\r\nI0709 01:02:45.926364 11133 net.cpp:399] conv4b_t2_1x1/bn -> conv4b_t2_1x1/bn\r\nI0709 01:02:45.926875 11133 net.cpp:141] Setting up conv4b_t2_1x1/bn\r\nI0709 01:02:45.926905 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.926910 11133 net.cpp:156] Memory required for data: 3896018432\r\nI0709 01:02:45.926925 11133 layer_factory.hpp:77] Creating layer relu4b_t2_1x1\r\nI0709 01:02:45.926951 11133 net.cpp:91] Creating Layer relu4b_t2_1x1\r\nI0709 01:02:45.926959 11133 net.cpp:425] relu4b_t2_1x1 <- conv4b_t2_1x1/bn\r\nI0709 01:02:45.926966 11133 net.cpp:386] relu4b_t2_1x1 -> conv4b_t2_1x1/bn (in-place)\r\nI0709 01:02:45.927281 11133 net.cpp:141] Setting up relu4b_t2_1x1\r\nI0709 01:02:45.927297 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.927314 11133 net.cpp:156] Memory required for data: 3901937152\r\nI0709 01:02:45.927320 11133 layer_factory.hpp:77] Creating layer conv4b_t2_1x7\r\nI0709 01:02:45.927337 11133 net.cpp:91] Creating Layer conv4b_t2_1x7\r\nI0709 01:02:45.927345 11133 net.cpp:425] conv4b_t2_1x7 <- conv4b_t2_1x1/bn\r\nI0709 01:02:45.927357 11133 net.cpp:399] conv4b_t2_1x7 -> conv4b_t2_1x7\r\nI0709 01:02:45.936281 11133 net.cpp:141] Setting up conv4b_t2_1x7\r\nI0709 01:02:45.936336 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.936341 11133 net.cpp:156] Memory required for data: 3907855872\r\nI0709 01:02:45.936352 11133 layer_factory.hpp:77] Creating layer conv4b_t2_1x7/bn\r\nI0709 01:02:45.936367 11133 net.cpp:91] Creating Layer conv4b_t2_1x7/bn\r\nI0709 01:02:45.936373 11133 net.cpp:425] conv4b_t2_1x7/bn <- conv4b_t2_1x7\r\nI0709 01:02:45.936383 11133 net.cpp:399] conv4b_t2_1x7/bn -> conv4b_t2_1x7/bn\r\nI0709 01:02:45.936713 11133 net.cpp:141] Setting up conv4b_t2_1x7/bn\r\nI0709 01:02:45.936738 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.936753 11133 net.cpp:156] Memory required for data: 3913774592\r\nI0709 01:02:45.936763 11133 layer_factory.hpp:77] Creating layer relu4b_t2_1x7\r\nI0709 01:02:45.936770 11133 net.cpp:91] Creating Layer relu4b_t2_1x7\r\nI0709 01:02:45.936774 11133 net.cpp:425] relu4b_t2_1x7 <- conv4b_t2_1x7/bn\r\nI0709 01:02:45.936779 11133 net.cpp:386] relu4b_t2_1x7 -> conv4b_t2_1x7/bn (in-place)\r\nI0709 01:02:45.937319 11133 net.cpp:141] Setting up relu4b_t2_1x7\r\nI0709 01:02:45.937338 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.937343 11133 net.cpp:156] Memory required for data: 3919693312\r\nI0709 01:02:45.937350 11133 layer_factory.hpp:77] Creating layer conv4b_t2_7x1\r\nI0709 01:02:45.937393 11133 net.cpp:91] Creating Layer conv4b_t2_7x1\r\nI0709 01:02:45.937400 11133 net.cpp:425] conv4b_t2_7x1 <- conv4b_t2_1x7/bn\r\nI0709 01:02:45.937407 11133 net.cpp:399] conv4b_t2_7x1 -> conv4b_t2_7x1\r\nI0709 01:02:45.947262 11133 net.cpp:141] Setting up conv4b_t2_7x1\r\nI0709 01:02:45.947329 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.947336 11133 net.cpp:156] Memory required for data: 3926795776\r\nI0709 01:02:45.947360 11133 layer_factory.hpp:77] Creating layer conv4b_t2_7x1/bn\r\nI0709 01:02:45.947398 11133 net.cpp:91] Creating Layer conv4b_t2_7x1/bn\r\nI0709 01:02:45.947419 11133 net.cpp:425] conv4b_t2_7x1/bn <- conv4b_t2_7x1\r\nI0709 01:02:45.947444 11133 net.cpp:399] conv4b_t2_7x1/bn -> conv4b_t2_7x1/bn\r\nI0709 01:02:45.947945 11133 net.cpp:141] Setting up conv4b_t2_7x1/bn\r\nI0709 01:02:45.947980 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.947991 11133 net.cpp:156] Memory required for data: 3933898240\r\nI0709 01:02:45.948014 11133 layer_factory.hpp:77] Creating layer relu4b_t2_7x1\r\nI0709 01:02:45.948037 11133 net.cpp:91] Creating Layer relu4b_t2_7x1\r\nI0709 01:02:45.948047 11133 net.cpp:425] relu4b_t2_7x1 <- conv4b_t2_7x1/bn\r\nI0709 01:02:45.948098 11133 net.cpp:386] relu4b_t2_7x1 -> conv4b_t2_7x1/bn (in-place)\r\nI0709 01:02:45.949226 11133 net.cpp:141] Setting up relu4b_t2_7x1\r\nI0709 01:02:45.949273 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.949280 11133 net.cpp:156] Memory required for data: 3941000704\r\nI0709 01:02:45.949291 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x1\r\nI0709 01:02:45.949331 11133 net.cpp:91] Creating Layer conv4b_t3_1x1\r\nI0709 01:02:45.949347 11133 net.cpp:425] conv4b_t3_1x1 <- inception_4a_inception_4a_0_split_2\r\nI0709 01:02:45.949368 11133 net.cpp:399] conv4b_t3_1x1 -> conv4b_t3_1x1\r\nI0709 01:02:45.957486 11133 net.cpp:141] Setting up conv4b_t3_1x1\r\nI0709 01:02:45.957527 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.957545 11133 net.cpp:156] Memory required for data: 3946919424\r\nI0709 01:02:45.957557 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x1/bn\r\nI0709 01:02:45.957576 11133 net.cpp:91] Creating Layer conv4b_t3_1x1/bn\r\nI0709 01:02:45.957588 11133 net.cpp:425] conv4b_t3_1x1/bn <- conv4b_t3_1x1\r\nI0709 01:02:45.957598 11133 net.cpp:399] conv4b_t3_1x1/bn -> conv4b_t3_1x1/bn\r\nI0709 01:02:45.957937 11133 net.cpp:141] Setting up conv4b_t3_1x1/bn\r\nI0709 01:02:45.957944 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.957947 11133 net.cpp:156] Memory required for data: 3952838144\r\nI0709 01:02:45.957955 11133 layer_factory.hpp:77] Creating layer relu4b_t3_1x1\r\nI0709 01:02:45.957962 11133 net.cpp:91] Creating Layer relu4b_t3_1x1\r\nI0709 01:02:45.957964 11133 net.cpp:425] relu4b_t3_1x1 <- conv4b_t3_1x1/bn\r\nI0709 01:02:45.957969 11133 net.cpp:386] relu4b_t3_1x1 -> conv4b_t3_1x1/bn (in-place)\r\nI0709 01:02:45.958156 11133 net.cpp:141] Setting up relu4b_t3_1x1\r\nI0709 01:02:45.958168 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.958173 11133 net.cpp:156] Memory required for data: 3958756864\r\nI0709 01:02:45.958175 11133 layer_factory.hpp:77] Creating layer conv4b_t3_7x1_1\r\nI0709 01:02:45.958197 11133 net.cpp:91] Creating Layer conv4b_t3_7x1_1\r\nI0709 01:02:45.958202 11133 net.cpp:425] conv4b_t3_7x1_1 <- conv4b_t3_1x1/bn\r\nI0709 01:02:45.958210 11133 net.cpp:399] conv4b_t3_7x1_1 -> conv4b_t3_7x1_1\r\nI0709 01:02:45.966807 11133 net.cpp:141] Setting up conv4b_t3_7x1_1\r\nI0709 01:02:45.966856 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.966861 11133 net.cpp:156] Memory required for data: 3964675584\r\nI0709 01:02:45.966872 11133 layer_factory.hpp:77] Creating layer conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.966891 11133 net.cpp:91] Creating Layer conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.966902 11133 net.cpp:425] conv4b_t3_7x1_1/bn <- conv4b_t3_7x1_1\r\nI0709 01:02:45.966912 11133 net.cpp:399] conv4b_t3_7x1_1/bn -> conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.967289 11133 net.cpp:141] Setting up conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.967309 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.967315 11133 net.cpp:156] Memory required for data: 3970594304\r\nI0709 01:02:45.967330 11133 layer_factory.hpp:77] Creating layer relu4b_t3_7x1_1\r\nI0709 01:02:45.967378 11133 net.cpp:91] Creating Layer relu4b_t3_7x1_1\r\nI0709 01:02:45.967392 11133 net.cpp:425] relu4b_t3_7x1_1 <- conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.967401 11133 net.cpp:386] relu4b_t3_7x1_1 -> conv4b_t3_7x1_1/bn (in-place)\r\nI0709 01:02:45.968164 11133 net.cpp:141] Setting up relu4b_t3_7x1_1\r\nI0709 01:02:45.968201 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.968209 11133 net.cpp:156] Memory required for data: 3976513024\r\nI0709 01:02:45.968217 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x7_1\r\nI0709 01:02:45.968238 11133 net.cpp:91] Creating Layer conv4b_t3_1x7_1\r\nI0709 01:02:45.968248 11133 net.cpp:425] conv4b_t3_1x7_1 <- conv4b_t3_7x1_1/bn\r\nI0709 01:02:45.968263 11133 net.cpp:399] conv4b_t3_1x7_1 -> conv4b_t3_1x7_1\r\nI0709 01:02:45.978063 11133 net.cpp:141] Setting up conv4b_t3_1x7_1\r\nI0709 01:02:45.978123 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.978130 11133 net.cpp:156] Memory required for data: 3982431744\r\nI0709 01:02:45.978144 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.978159 11133 net.cpp:91] Creating Layer conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.978168 11133 net.cpp:425] conv4b_t3_1x7_1/bn <- conv4b_t3_1x7_1\r\nI0709 01:02:45.978183 11133 net.cpp:399] conv4b_t3_1x7_1/bn -> conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.978543 11133 net.cpp:141] Setting up conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.978564 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.978569 11133 net.cpp:156] Memory required for data: 3988350464\r\nI0709 01:02:45.978584 11133 layer_factory.hpp:77] Creating layer relu4b_t3_1x7_1\r\nI0709 01:02:45.978605 11133 net.cpp:91] Creating Layer relu4b_t3_1x7_1\r\nI0709 01:02:45.978634 11133 net.cpp:425] relu4b_t3_1x7_1 <- conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.978652 11133 net.cpp:386] relu4b_t3_1x7_1 -> conv4b_t3_1x7_1/bn (in-place)\r\nI0709 01:02:45.979190 11133 net.cpp:141] Setting up relu4b_t3_1x7_1\r\nI0709 01:02:45.979212 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.979219 11133 net.cpp:156] Memory required for data: 3994269184\r\nI0709 01:02:45.979228 11133 layer_factory.hpp:77] Creating layer conv4b_t3_7x1_2\r\nI0709 01:02:45.979249 11133 net.cpp:91] Creating Layer conv4b_t3_7x1_2\r\nI0709 01:02:45.979259 11133 net.cpp:425] conv4b_t3_7x1_2 <- conv4b_t3_1x7_1/bn\r\nI0709 01:02:45.979271 11133 net.cpp:399] conv4b_t3_7x1_2 -> conv4b_t3_7x1_2\r\nI0709 01:02:45.989120 11133 net.cpp:141] Setting up conv4b_t3_7x1_2\r\nI0709 01:02:45.989161 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.989166 11133 net.cpp:156] Memory required for data: 4000187904\r\nI0709 01:02:45.989176 11133 layer_factory.hpp:77] Creating layer conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989192 11133 net.cpp:91] Creating Layer conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989198 11133 net.cpp:425] conv4b_t3_7x1_2/bn <- conv4b_t3_7x1_2\r\nI0709 01:02:45.989208 11133 net.cpp:399] conv4b_t3_7x1_2/bn -> conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989570 11133 net.cpp:141] Setting up conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989580 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.989594 11133 net.cpp:156] Memory required for data: 4006106624\r\nI0709 01:02:45.989603 11133 layer_factory.hpp:77] Creating layer relu4b_t3_7x1_2\r\nI0709 01:02:45.989614 11133 net.cpp:91] Creating Layer relu4b_t3_7x1_2\r\nI0709 01:02:45.989619 11133 net.cpp:425] relu4b_t3_7x1_2 <- conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989629 11133 net.cpp:386] relu4b_t3_7x1_2 -> conv4b_t3_7x1_2/bn (in-place)\r\nI0709 01:02:45.989837 11133 net.cpp:141] Setting up relu4b_t3_7x1_2\r\nI0709 01:02:45.989848 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:45.989852 11133 net.cpp:156] Memory required for data: 4012025344\r\nI0709 01:02:45.989856 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x7_2\r\nI0709 01:02:45.989871 11133 net.cpp:91] Creating Layer conv4b_t3_1x7_2\r\nI0709 01:02:45.989876 11133 net.cpp:425] conv4b_t3_1x7_2 <- conv4b_t3_7x1_2/bn\r\nI0709 01:02:45.989884 11133 net.cpp:399] conv4b_t3_1x7_2 -> conv4b_t3_1x7_2\r\nI0709 01:02:45.999001 11133 net.cpp:141] Setting up conv4b_t3_1x7_2\r\nI0709 01:02:45.999053 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.999058 11133 net.cpp:156] Memory required for data: 4019127808\r\nI0709 01:02:45.999069 11133 layer_factory.hpp:77] Creating layer conv4b_t3_1x7_2/bn\r\nI0709 01:02:45.999080 11133 net.cpp:91] Creating Layer conv4b_t3_1x7_2/bn\r\nI0709 01:02:45.999100 11133 net.cpp:425] conv4b_t3_1x7_2/bn <- conv4b_t3_1x7_2\r\nI0709 01:02:45.999109 11133 net.cpp:399] conv4b_t3_1x7_2/bn -> conv4b_t3_1x7_2/bn\r\nI0709 01:02:45.999483 11133 net.cpp:141] Setting up conv4b_t3_1x7_2/bn\r\nI0709 01:02:45.999492 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:45.999495 11133 net.cpp:156] Memory required for data: 4026230272\r\nI0709 01:02:45.999516 11133 layer_factory.hpp:77] Creating layer relu4b_t3_1x7_2\r\nI0709 01:02:45.999524 11133 net.cpp:91] Creating Layer relu4b_t3_1x7_2\r\nI0709 01:02:45.999529 11133 net.cpp:425] relu4b_t3_1x7_2 <- conv4b_t3_1x7_2/bn\r\nI0709 01:02:45.999547 11133 net.cpp:386] relu4b_t3_1x7_2 -> conv4b_t3_1x7_2/bn (in-place)\r\nI0709 01:02:46.000008 11133 net.cpp:141] Setting up relu4b_t3_1x7_2\r\nI0709 01:02:46.000021 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.000037 11133 net.cpp:156] Memory required for data: 4033332736\r\nI0709 01:02:46.000044 11133 layer_factory.hpp:77] Creating layer conv4b_t4_pool\r\nI0709 01:02:46.000052 11133 net.cpp:91] Creating Layer conv4b_t4_pool\r\nI0709 01:02:46.000057 11133 net.cpp:425] conv4b_t4_pool <- inception_4a_inception_4a_0_split_3\r\nI0709 01:02:46.000067 11133 net.cpp:399] conv4b_t4_pool -> conv4b_t4_pool\r\nI0709 01:02:46.000283 11133 net.cpp:141] Setting up conv4b_t4_pool\r\nI0709 01:02:46.000299 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.000305 11133 net.cpp:156] Memory required for data: 4061742592\r\nI0709 01:02:46.000310 11133 layer_factory.hpp:77] Creating layer conv4b_t4_1x1\r\nI0709 01:02:46.000326 11133 net.cpp:91] Creating Layer conv4b_t4_1x1\r\nI0709 01:02:46.000336 11133 net.cpp:425] conv4b_t4_1x1 <- conv4b_t4_pool\r\nI0709 01:02:46.000346 11133 net.cpp:399] conv4b_t4_1x1 -> conv4b_t4_1x1\r\nI0709 01:02:46.009186 11133 net.cpp:141] Setting up conv4b_t4_1x1\r\nI0709 01:02:46.009238 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.009246 11133 net.cpp:156] Memory required for data: 4068845056\r\nI0709 01:02:46.009264 11133 layer_factory.hpp:77] Creating layer conv4b_t4_1x1/bn\r\nI0709 01:02:46.009296 11133 net.cpp:91] Creating Layer conv4b_t4_1x1/bn\r\nI0709 01:02:46.009317 11133 net.cpp:425] conv4b_t4_1x1/bn <- conv4b_t4_1x1\r\nI0709 01:02:46.009340 11133 net.cpp:399] conv4b_t4_1x1/bn -> conv4b_t4_1x1/bn\r\nI0709 01:02:46.009946 11133 net.cpp:141] Setting up conv4b_t4_1x1/bn\r\nI0709 01:02:46.009961 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.009968 11133 net.cpp:156] Memory required for data: 4075947520\r\nI0709 01:02:46.009984 11133 layer_factory.hpp:77] Creating layer relu4b_t4 _1x1\r\nI0709 01:02:46.010015 11133 net.cpp:91] Creating Layer relu4b_t4 _1x1\r\nI0709 01:02:46.010023 11133 net.cpp:425] relu4b_t4 _1x1 <- conv4b_t4_1x1/bn\r\nI0709 01:02:46.010035 11133 net.cpp:386] relu4b_t4 _1x1 -> conv4b_t4_1x1/bn (in-place)\r\nI0709 01:02:46.010373 11133 net.cpp:141] Setting up relu4b_t4 _1x1\r\nI0709 01:02:46.010397 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.010403 11133 net.cpp:156] Memory required for data: 4083049984\r\nI0709 01:02:46.010417 11133 layer_factory.hpp:77] Creating layer inception_4b\r\nI0709 01:02:46.010428 11133 net.cpp:91] Creating Layer inception_4b\r\nI0709 01:02:46.010435 11133 net.cpp:425] inception_4b <- conv4b_t1_1x1/bn\r\nI0709 01:02:46.010452 11133 net.cpp:425] inception_4b <- conv4b_t2_7x1/bn\r\nI0709 01:02:46.010464 11133 net.cpp:425] inception_4b <- conv4b_t3_1x7_2/bn\r\nI0709 01:02:46.010471 11133 net.cpp:425] inception_4b <- conv4b_t4_1x1/bn\r\nI0709 01:02:46.010483 11133 net.cpp:399] inception_4b -> inception_4b\r\nI0709 01:02:46.010567 11133 net.cpp:141] Setting up inception_4b\r\nI0709 01:02:46.010581 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.010589 11133 net.cpp:156] Memory required for data: 4111459840\r\nI0709 01:02:46.010596 11133 layer_factory.hpp:77] Creating layer inception_4b_inception_4b_0_split\r\nI0709 01:02:46.010607 11133 net.cpp:91] Creating Layer inception_4b_inception_4b_0_split\r\nI0709 01:02:46.010615 11133 net.cpp:425] inception_4b_inception_4b_0_split <- inception_4b\r\nI0709 01:02:46.010623 11133 net.cpp:399] inception_4b_inception_4b_0_split -> inception_4b_inception_4b_0_split_0\r\nI0709 01:02:46.010637 11133 net.cpp:399] inception_4b_inception_4b_0_split -> inception_4b_inception_4b_0_split_1\r\nI0709 01:02:46.010649 11133 net.cpp:399] inception_4b_inception_4b_0_split -> inception_4b_inception_4b_0_split_2\r\nI0709 01:02:46.010663 11133 net.cpp:399] inception_4b_inception_4b_0_split -> inception_4b_inception_4b_0_split_3\r\nI0709 01:02:46.010798 11133 net.cpp:141] Setting up inception_4b_inception_4b_0_split\r\nI0709 01:02:46.010810 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.010820 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.010828 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.010833 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.010838 11133 net.cpp:156] Memory required for data: 4225099264\r\nI0709 01:02:46.010843 11133 layer_factory.hpp:77] Creating layer conv4c_t1_1x1\r\nI0709 01:02:46.010866 11133 net.cpp:91] Creating Layer conv4c_t1_1x1\r\nI0709 01:02:46.010875 11133 net.cpp:425] conv4c_t1_1x1 <- inception_4b_inception_4b_0_split_0\r\nI0709 01:02:46.010892 11133 net.cpp:399] conv4c_t1_1x1 -> conv4c_t1_1x1\r\nI0709 01:02:46.021944 11133 net.cpp:141] Setting up conv4c_t1_1x1\r\nI0709 01:02:46.021975 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.021981 11133 net.cpp:156] Memory required for data: 4232201728\r\nI0709 01:02:46.021989 11133 layer_factory.hpp:77] Creating layer conv4c_t1_1x1/bn\r\nI0709 01:02:46.022011 11133 net.cpp:91] Creating Layer conv4c_t1_1x1/bn\r\nI0709 01:02:46.022017 11133 net.cpp:425] conv4c_t1_1x1/bn <- conv4c_t1_1x1\r\nI0709 01:02:46.022028 11133 net.cpp:399] conv4c_t1_1x1/bn -> conv4c_t1_1x1/bn\r\nI0709 01:02:46.022531 11133 net.cpp:141] Setting up conv4c_t1_1x1/bn\r\nI0709 01:02:46.022562 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.022567 11133 net.cpp:156] Memory required for data: 4239304192\r\nI0709 01:02:46.022588 11133 layer_factory.hpp:77] Creating layer relu4c_t1_1x1\r\nI0709 01:02:46.022599 11133 net.cpp:91] Creating Layer relu4c_t1_1x1\r\nI0709 01:02:46.022614 11133 net.cpp:425] relu4c_t1_1x1 <- conv4c_t1_1x1/bn\r\nI0709 01:02:46.022620 11133 net.cpp:386] relu4c_t1_1x1 -> conv4c_t1_1x1/bn (in-place)\r\nI0709 01:02:46.023176 11133 net.cpp:141] Setting up relu4c_t1_1x1\r\nI0709 01:02:46.023206 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.023211 11133 net.cpp:156] Memory required for data: 4246406656\r\nI0709 01:02:46.023217 11133 layer_factory.hpp:77] Creating layer conv4c_t2_1x1\r\nI0709 01:02:46.023238 11133 net.cpp:91] Creating Layer conv4c_t2_1x1\r\nI0709 01:02:46.023246 11133 net.cpp:425] conv4c_t2_1x1 <- inception_4b_inception_4b_0_split_1\r\nI0709 01:02:46.023255 11133 net.cpp:399] conv4c_t2_1x1 -> conv4c_t2_1x1\r\nI0709 01:02:46.032927 11133 net.cpp:141] Setting up conv4c_t2_1x1\r\nI0709 01:02:46.032970 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.032979 11133 net.cpp:156] Memory required for data: 4252325376\r\nI0709 01:02:46.032996 11133 layer_factory.hpp:77] Creating layer conv4c_t2_1x1/bn\r\nI0709 01:02:46.033015 11133 net.cpp:91] Creating Layer conv4c_t2_1x1/bn\r\nI0709 01:02:46.033025 11133 net.cpp:425] conv4c_t2_1x1/bn <- conv4c_t2_1x1\r\nI0709 01:02:46.033040 11133 net.cpp:399] conv4c_t2_1x1/bn -> conv4c_t2_1x1/bn\r\nI0709 01:02:46.033655 11133 net.cpp:141] Setting up conv4c_t2_1x1/bn\r\nI0709 01:02:46.033670 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.033674 11133 net.cpp:156] Memory required for data: 4258244096\r\nI0709 01:02:46.033787 11133 layer_factory.hpp:77] Creating layer relu4c_t2_1x1\r\nI0709 01:02:46.033809 11133 net.cpp:91] Creating Layer relu4c_t2_1x1\r\nI0709 01:02:46.033818 11133 net.cpp:425] relu4c_t2_1x1 <- conv4c_t2_1x1/bn\r\nI0709 01:02:46.033828 11133 net.cpp:386] relu4c_t2_1x1 -> conv4c_t2_1x1/bn (in-place)\r\nI0709 01:02:46.034142 11133 net.cpp:141] Setting up relu4c_t2_1x1\r\nI0709 01:02:46.034157 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.034162 11133 net.cpp:156] Memory required for data: 4264162816\r\nI0709 01:02:46.034181 11133 layer_factory.hpp:77] Creating layer conv4c_t2_1x7\r\nI0709 01:02:46.034210 11133 net.cpp:91] Creating Layer conv4c_t2_1x7\r\nI0709 01:02:46.034217 11133 net.cpp:425] conv4c_t2_1x7 <- conv4c_t2_1x1/bn\r\nI0709 01:02:46.034226 11133 net.cpp:399] conv4c_t2_1x7 -> conv4c_t2_1x7\r\nI0709 01:02:46.046037 11133 net.cpp:141] Setting up conv4c_t2_1x7\r\nI0709 01:02:46.046074 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.046080 11133 net.cpp:156] Memory required for data: 4270081536\r\nI0709 01:02:46.046090 11133 layer_factory.hpp:77] Creating layer conv4c_t2_1x7/bn\r\nI0709 01:02:46.046104 11133 net.cpp:91] Creating Layer conv4c_t2_1x7/bn\r\nI0709 01:02:46.046113 11133 net.cpp:425] conv4c_t2_1x7/bn <- conv4c_t2_1x7\r\nI0709 01:02:46.046120 11133 net.cpp:399] conv4c_t2_1x7/bn -> conv4c_t2_1x7/bn\r\nI0709 01:02:46.046598 11133 net.cpp:141] Setting up conv4c_t2_1x7/bn\r\nI0709 01:02:46.046612 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.046615 11133 net.cpp:156] Memory required for data: 4276000256\r\nI0709 01:02:46.046628 11133 layer_factory.hpp:77] Creating layer relu4c_t2_1x7\r\nI0709 01:02:46.046648 11133 net.cpp:91] Creating Layer relu4c_t2_1x7\r\nI0709 01:02:46.046655 11133 net.cpp:425] relu4c_t2_1x7 <- conv4c_t2_1x7/bn\r\nI0709 01:02:46.046661 11133 net.cpp:386] relu4c_t2_1x7 -> conv4c_t2_1x7/bn (in-place)\r\nI0709 01:02:46.046937 11133 net.cpp:141] Setting up relu4c_t2_1x7\r\nI0709 01:02:46.046952 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.046955 11133 net.cpp:156] Memory required for data: 4281918976\r\nI0709 01:02:46.046960 11133 layer_factory.hpp:77] Creating layer conv4c_t2_7x1\r\nI0709 01:02:46.046978 11133 net.cpp:91] Creating Layer conv4c_t2_7x1\r\nI0709 01:02:46.046986 11133 net.cpp:425] conv4c_t2_7x1 <- conv4c_t2_1x7/bn\r\nI0709 01:02:46.046994 11133 net.cpp:399] conv4c_t2_7x1 -> conv4c_t2_7x1\r\nI0709 01:02:46.059651 11133 net.cpp:141] Setting up conv4c_t2_7x1\r\nI0709 01:02:46.059672 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.059684 11133 net.cpp:156] Memory required for data: 4289021440\r\nI0709 01:02:46.059691 11133 layer_factory.hpp:77] Creating layer conv4c_t2_7x1/bn\r\nI0709 01:02:46.059710 11133 net.cpp:91] Creating Layer conv4c_t2_7x1/bn\r\nI0709 01:02:46.059718 11133 net.cpp:425] conv4c_t2_7x1/bn <- conv4c_t2_7x1\r\nI0709 01:02:46.059731 11133 net.cpp:399] conv4c_t2_7x1/bn -> conv4c_t2_7x1/bn\r\nI0709 01:02:46.060204 11133 net.cpp:141] Setting up conv4c_t2_7x1/bn\r\nI0709 01:02:46.060217 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.060221 11133 net.cpp:156] Memory required for data: 4296123904\r\nI0709 01:02:46.060236 11133 layer_factory.hpp:77] Creating layer relu4c_t2_7x1\r\nI0709 01:02:46.060250 11133 net.cpp:91] Creating Layer relu4c_t2_7x1\r\nI0709 01:02:46.060256 11133 net.cpp:425] relu4c_t2_7x1 <- conv4c_t2_7x1/bn\r\nI0709 01:02:46.060262 11133 net.cpp:386] relu4c_t2_7x1 -> conv4c_t2_7x1/bn (in-place)\r\nI0709 01:02:46.060763 11133 net.cpp:141] Setting up relu4c_t2_7x1\r\nI0709 01:02:46.060781 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.060786 11133 net.cpp:156] Memory required for data: 4303226368\r\nI0709 01:02:46.060791 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x1\r\nI0709 01:02:46.060817 11133 net.cpp:91] Creating Layer conv4c_t3_1x1\r\nI0709 01:02:46.060827 11133 net.cpp:425] conv4c_t3_1x1 <- inception_4b_inception_4b_0_split_2\r\nI0709 01:02:46.060839 11133 net.cpp:399] conv4c_t3_1x1 -> conv4c_t3_1x1\r\nI0709 01:02:46.068264 11133 net.cpp:141] Setting up conv4c_t3_1x1\r\nI0709 01:02:46.068284 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.068295 11133 net.cpp:156] Memory required for data: 4309145088\r\nI0709 01:02:46.068303 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x1/bn\r\nI0709 01:02:46.068313 11133 net.cpp:91] Creating Layer conv4c_t3_1x1/bn\r\nI0709 01:02:46.068320 11133 net.cpp:425] conv4c_t3_1x1/bn <- conv4c_t3_1x1\r\nI0709 01:02:46.068330 11133 net.cpp:399] conv4c_t3_1x1/bn -> conv4c_t3_1x1/bn\r\nI0709 01:02:46.068784 11133 net.cpp:141] Setting up conv4c_t3_1x1/bn\r\nI0709 01:02:46.068796 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.068800 11133 net.cpp:156] Memory required for data: 4315063808\r\nI0709 01:02:46.068814 11133 layer_factory.hpp:77] Creating layer relu4c_t3_1x1\r\nI0709 01:02:46.068822 11133 net.cpp:91] Creating Layer relu4c_t3_1x1\r\nI0709 01:02:46.068827 11133 net.cpp:425] relu4c_t3_1x1 <- conv4c_t3_1x1/bn\r\nI0709 01:02:46.068845 11133 net.cpp:386] relu4c_t3_1x1 -> conv4c_t3_1x1/bn (in-place)\r\nI0709 01:02:46.069121 11133 net.cpp:141] Setting up relu4c_t3_1x1\r\nI0709 01:02:46.069135 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.069139 11133 net.cpp:156] Memory required for data: 4320982528\r\nI0709 01:02:46.069154 11133 layer_factory.hpp:77] Creating layer conv4c_t3_7x1_1\r\nI0709 01:02:46.069180 11133 net.cpp:91] Creating Layer conv4c_t3_7x1_1\r\nI0709 01:02:46.069186 11133 net.cpp:425] conv4c_t3_7x1_1 <- conv4c_t3_1x1/bn\r\nI0709 01:02:46.069201 11133 net.cpp:399] conv4c_t3_7x1_1 -> conv4c_t3_7x1_1\r\nI0709 01:02:46.079020 11133 net.cpp:141] Setting up conv4c_t3_7x1_1\r\nI0709 01:02:46.079040 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.079051 11133 net.cpp:156] Memory required for data: 4326901248\r\nI0709 01:02:46.079059 11133 layer_factory.hpp:77] Creating layer conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079066 11133 net.cpp:91] Creating Layer conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079072 11133 net.cpp:425] conv4c_t3_7x1_1/bn <- conv4c_t3_7x1_1\r\nI0709 01:02:46.079079 11133 net.cpp:399] conv4c_t3_7x1_1/bn -> conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079505 11133 net.cpp:141] Setting up conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079517 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.079527 11133 net.cpp:156] Memory required for data: 4332819968\r\nI0709 01:02:46.079537 11133 layer_factory.hpp:77] Creating layer relu4c_t3_7x1_1\r\nI0709 01:02:46.079546 11133 net.cpp:91] Creating Layer relu4c_t3_7x1_1\r\nI0709 01:02:46.079551 11133 net.cpp:425] relu4c_t3_7x1_1 <- conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079557 11133 net.cpp:386] relu4c_t3_7x1_1 -> conv4c_t3_7x1_1/bn (in-place)\r\nI0709 01:02:46.079808 11133 net.cpp:141] Setting up relu4c_t3_7x1_1\r\nI0709 01:02:46.079820 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.079825 11133 net.cpp:156] Memory required for data: 4338738688\r\nI0709 01:02:46.079829 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x7_1\r\nI0709 01:02:46.079854 11133 net.cpp:91] Creating Layer conv4c_t3_1x7_1\r\nI0709 01:02:46.079861 11133 net.cpp:425] conv4c_t3_1x7_1 <- conv4c_t3_7x1_1/bn\r\nI0709 01:02:46.079869 11133 net.cpp:399] conv4c_t3_1x7_1 -> conv4c_t3_1x7_1\r\nI0709 01:02:46.089303 11133 net.cpp:141] Setting up conv4c_t3_1x7_1\r\nI0709 01:02:46.089321 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.089326 11133 net.cpp:156] Memory required for data: 4344657408\r\nI0709 01:02:46.089340 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.089349 11133 net.cpp:91] Creating Layer conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.089361 11133 net.cpp:425] conv4c_t3_1x7_1/bn <- conv4c_t3_1x7_1\r\nI0709 01:02:46.089370 11133 net.cpp:399] conv4c_t3_1x7_1/bn -> conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.089781 11133 net.cpp:141] Setting up conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.089792 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.089797 11133 net.cpp:156] Memory required for data: 4350576128\r\nI0709 01:02:46.089810 11133 layer_factory.hpp:77] Creating layer relu4c_t3_1x7_1\r\nI0709 01:02:46.089817 11133 net.cpp:91] Creating Layer relu4c_t3_1x7_1\r\nI0709 01:02:46.089821 11133 net.cpp:425] relu4c_t3_1x7_1 <- conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.089828 11133 net.cpp:386] relu4c_t3_1x7_1 -> conv4c_t3_1x7_1/bn (in-place)\r\nI0709 01:02:46.090281 11133 net.cpp:141] Setting up relu4c_t3_1x7_1\r\nI0709 01:02:46.090296 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.090301 11133 net.cpp:156] Memory required for data: 4356494848\r\nI0709 01:02:46.090306 11133 layer_factory.hpp:77] Creating layer conv4c_t3_7x1_2\r\nI0709 01:02:46.090317 11133 net.cpp:91] Creating Layer conv4c_t3_7x1_2\r\nI0709 01:02:46.090322 11133 net.cpp:425] conv4c_t3_7x1_2 <- conv4c_t3_1x7_1/bn\r\nI0709 01:02:46.090330 11133 net.cpp:399] conv4c_t3_7x1_2 -> conv4c_t3_7x1_2\r\nI0709 01:02:46.099519 11133 net.cpp:141] Setting up conv4c_t3_7x1_2\r\nI0709 01:02:46.099537 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.099542 11133 net.cpp:156] Memory required for data: 4362413568\r\nI0709 01:02:46.099548 11133 layer_factory.hpp:77] Creating layer conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.099566 11133 net.cpp:91] Creating Layer conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.099571 11133 net.cpp:425] conv4c_t3_7x1_2/bn <- conv4c_t3_7x1_2\r\nI0709 01:02:46.099581 11133 net.cpp:399] conv4c_t3_7x1_2/bn -> conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.099975 11133 net.cpp:141] Setting up conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.099987 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.099992 11133 net.cpp:156] Memory required for data: 4368332288\r\nI0709 01:02:46.100008 11133 layer_factory.hpp:77] Creating layer relu4c_t3_7x1_2\r\nI0709 01:02:46.100019 11133 net.cpp:91] Creating Layer relu4c_t3_7x1_2\r\nI0709 01:02:46.100028 11133 net.cpp:425] relu4c_t3_7x1_2 <- conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.100034 11133 net.cpp:386] relu4c_t3_7x1_2 -> conv4c_t3_7x1_2/bn (in-place)\r\nI0709 01:02:46.100270 11133 net.cpp:141] Setting up relu4c_t3_7x1_2\r\nI0709 01:02:46.100281 11133 net.cpp:148] Top shape: 32 160 17 17 (1479680)\r\nI0709 01:02:46.100287 11133 net.cpp:156] Memory required for data: 4374251008\r\nI0709 01:02:46.100291 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x7_2\r\nI0709 01:02:46.100304 11133 net.cpp:91] Creating Layer conv4c_t3_1x7_2\r\nI0709 01:02:46.100308 11133 net.cpp:425] conv4c_t3_1x7_2 <- conv4c_t3_7x1_2/bn\r\nI0709 01:02:46.100317 11133 net.cpp:399] conv4c_t3_1x7_2 -> conv4c_t3_1x7_2\r\nI0709 01:02:46.110508 11133 net.cpp:141] Setting up conv4c_t3_1x7_2\r\nI0709 01:02:46.110525 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.110530 11133 net.cpp:156] Memory required for data: 4381353472\r\nI0709 01:02:46.110537 11133 layer_factory.hpp:77] Creating layer conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.110551 11133 net.cpp:91] Creating Layer conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.110558 11133 net.cpp:425] conv4c_t3_1x7_2/bn <- conv4c_t3_1x7_2\r\nI0709 01:02:46.110563 11133 net.cpp:399] conv4c_t3_1x7_2/bn -> conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.110956 11133 net.cpp:141] Setting up conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.110966 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.110970 11133 net.cpp:156] Memory required for data: 4388455936\r\nI0709 01:02:46.110980 11133 layer_factory.hpp:77] Creating layer relu4c_t3_1x7_2\r\nI0709 01:02:46.110994 11133 net.cpp:91] Creating Layer relu4c_t3_1x7_2\r\nI0709 01:02:46.111001 11133 net.cpp:425] relu4c_t3_1x7_2 <- conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.111006 11133 net.cpp:386] relu4c_t3_1x7_2 -> conv4c_t3_1x7_2/bn (in-place)\r\nI0709 01:02:46.111234 11133 net.cpp:141] Setting up relu4c_t3_1x7_2\r\nI0709 01:02:46.111245 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.111248 11133 net.cpp:156] Memory required for data: 4395558400\r\nI0709 01:02:46.111254 11133 layer_factory.hpp:77] Creating layer conv4c_t4_pool\r\nI0709 01:02:46.111269 11133 net.cpp:91] Creating Layer conv4c_t4_pool\r\nI0709 01:02:46.111275 11133 net.cpp:425] conv4c_t4_pool <- inception_4b_inception_4b_0_split_3\r\nI0709 01:02:46.111289 11133 net.cpp:399] conv4c_t4_pool -> conv4c_t4_pool\r\nI0709 01:02:46.111737 11133 net.cpp:141] Setting up conv4c_t4_pool\r\nI0709 01:02:46.111750 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.111754 11133 net.cpp:156] Memory required for data: 4423968256\r\nI0709 01:02:46.111760 11133 layer_factory.hpp:77] Creating layer conv4c_t4_1x1\r\nI0709 01:02:46.111771 11133 net.cpp:91] Creating Layer conv4c_t4_1x1\r\nI0709 01:02:46.111776 11133 net.cpp:425] conv4c_t4_1x1 <- conv4c_t4_pool\r\nI0709 01:02:46.111784 11133 net.cpp:399] conv4c_t4_1x1 -> conv4c_t4_1x1\r\nI0709 01:02:46.119210 11133 net.cpp:141] Setting up conv4c_t4_1x1\r\nI0709 01:02:46.119227 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.119231 11133 net.cpp:156] Memory required for data: 4431070720\r\nI0709 01:02:46.119238 11133 layer_factory.hpp:77] Creating layer conv4c_t4_1x1/bn\r\nI0709 01:02:46.119251 11133 net.cpp:91] Creating Layer conv4c_t4_1x1/bn\r\nI0709 01:02:46.119257 11133 net.cpp:425] conv4c_t4_1x1/bn <- conv4c_t4_1x1\r\nI0709 01:02:46.119266 11133 net.cpp:399] conv4c_t4_1x1/bn -> conv4c_t4_1x1/bn\r\nI0709 01:02:46.119647 11133 net.cpp:141] Setting up conv4c_t4_1x1/bn\r\nI0709 01:02:46.119658 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.119662 11133 net.cpp:156] Memory required for data: 4438173184\r\nI0709 01:02:46.119673 11133 layer_factory.hpp:77] Creating layer relu4c_t4 _1x1\r\nI0709 01:02:46.119680 11133 net.cpp:91] Creating Layer relu4c_t4 _1x1\r\nI0709 01:02:46.119684 11133 net.cpp:425] relu4c_t4 _1x1 <- conv4c_t4_1x1/bn\r\nI0709 01:02:46.119691 11133 net.cpp:386] relu4c_t4 _1x1 -> conv4c_t4_1x1/bn (in-place)\r\nI0709 01:02:46.119910 11133 net.cpp:141] Setting up relu4c_t4 _1x1\r\nI0709 01:02:46.119922 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.119926 11133 net.cpp:156] Memory required for data: 4445275648\r\nI0709 01:02:46.119930 11133 layer_factory.hpp:77] Creating layer inception_4c\r\nI0709 01:02:46.119935 11133 net.cpp:91] Creating Layer inception_4c\r\nI0709 01:02:46.119940 11133 net.cpp:425] inception_4c <- conv4c_t1_1x1/bn\r\nI0709 01:02:46.119945 11133 net.cpp:425] inception_4c <- conv4c_t2_7x1/bn\r\nI0709 01:02:46.119949 11133 net.cpp:425] inception_4c <- conv4c_t3_1x7_2/bn\r\nI0709 01:02:46.119954 11133 net.cpp:425] inception_4c <- conv4c_t4_1x1/bn\r\nI0709 01:02:46.119961 11133 net.cpp:399] inception_4c -> inception_4c\r\nI0709 01:02:46.120007 11133 net.cpp:141] Setting up inception_4c\r\nI0709 01:02:46.120014 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.120018 11133 net.cpp:156] Memory required for data: 4473685504\r\nI0709 01:02:46.120028 11133 layer_factory.hpp:77] Creating layer inception_4c_inception_4c_0_split\r\nI0709 01:02:46.120038 11133 net.cpp:91] Creating Layer inception_4c_inception_4c_0_split\r\nI0709 01:02:46.120043 11133 net.cpp:425] inception_4c_inception_4c_0_split <- inception_4c\r\nI0709 01:02:46.120050 11133 net.cpp:399] inception_4c_inception_4c_0_split -> inception_4c_inception_4c_0_split_0\r\nI0709 01:02:46.120059 11133 net.cpp:399] inception_4c_inception_4c_0_split -> inception_4c_inception_4c_0_split_1\r\nI0709 01:02:46.120065 11133 net.cpp:399] inception_4c_inception_4c_0_split -> inception_4c_inception_4c_0_split_2\r\nI0709 01:02:46.120071 11133 net.cpp:399] inception_4c_inception_4c_0_split -> inception_4c_inception_4c_0_split_3\r\nI0709 01:02:46.120187 11133 net.cpp:141] Setting up inception_4c_inception_4c_0_split\r\nI0709 01:02:46.120195 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.120199 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.120206 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.120210 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.120213 11133 net.cpp:156] Memory required for data: 4587324928\r\nI0709 01:02:46.120216 11133 layer_factory.hpp:77] Creating layer conv4d_t1_1x1\r\nI0709 01:02:46.120234 11133 net.cpp:91] Creating Layer conv4d_t1_1x1\r\nI0709 01:02:46.120239 11133 net.cpp:425] conv4d_t1_1x1 <- inception_4c_inception_4c_0_split_0\r\nI0709 01:02:46.120245 11133 net.cpp:399] conv4d_t1_1x1 -> conv4d_t1_1x1\r\nI0709 01:02:46.127434 11133 net.cpp:141] Setting up conv4d_t1_1x1\r\nI0709 01:02:46.127449 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.127460 11133 net.cpp:156] Memory required for data: 4594427392\r\nI0709 01:02:46.127473 11133 layer_factory.hpp:77] Creating layer conv4d_t1_1x1/bn\r\nI0709 01:02:46.127482 11133 net.cpp:91] Creating Layer conv4d_t1_1x1/bn\r\nI0709 01:02:46.127487 11133 net.cpp:425] conv4d_t1_1x1/bn <- conv4d_t1_1x1\r\nI0709 01:02:46.127496 11133 net.cpp:399] conv4d_t1_1x1/bn -> conv4d_t1_1x1/bn\r\nI0709 01:02:46.127871 11133 net.cpp:141] Setting up conv4d_t1_1x1/bn\r\nI0709 01:02:46.127881 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.127884 11133 net.cpp:156] Memory required for data: 4601529856\r\nI0709 01:02:46.127895 11133 layer_factory.hpp:77] Creating layer relu4d_t1_1x1\r\nI0709 01:02:46.127902 11133 net.cpp:91] Creating Layer relu4d_t1_1x1\r\nI0709 01:02:46.127905 11133 net.cpp:425] relu4d_t1_1x1 <- conv4d_t1_1x1/bn\r\nI0709 01:02:46.127910 11133 net.cpp:386] relu4d_t1_1x1 -> conv4d_t1_1x1/bn (in-place)\r\nI0709 01:02:46.128314 11133 net.cpp:141] Setting up relu4d_t1_1x1\r\nI0709 01:02:46.128340 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.128342 11133 net.cpp:156] Memory required for data: 4608632320\r\nI0709 01:02:46.128352 11133 layer_factory.hpp:77] Creating layer conv4d_t2_1x1\r\nI0709 01:02:46.128365 11133 net.cpp:91] Creating Layer conv4d_t2_1x1\r\nI0709 01:02:46.128371 11133 net.cpp:425] conv4d_t2_1x1 <- inception_4c_inception_4c_0_split_1\r\nI0709 01:02:46.128383 11133 net.cpp:399] conv4d_t2_1x1 -> conv4d_t2_1x1\r\nI0709 01:02:46.135406 11133 net.cpp:141] Setting up conv4d_t2_1x1\r\nI0709 01:02:46.135422 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.135426 11133 net.cpp:156] Memory required for data: 4615734784\r\nI0709 01:02:46.135432 11133 layer_factory.hpp:77] Creating layer conv4d_t2_1x1/bn\r\nI0709 01:02:46.135440 11133 net.cpp:91] Creating Layer conv4d_t2_1x1/bn\r\nI0709 01:02:46.135445 11133 net.cpp:425] conv4d_t2_1x1/bn <- conv4d_t2_1x1\r\nI0709 01:02:46.135452 11133 net.cpp:399] conv4d_t2_1x1/bn -> conv4d_t2_1x1/bn\r\nI0709 01:02:46.135829 11133 net.cpp:141] Setting up conv4d_t2_1x1/bn\r\nI0709 01:02:46.135840 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.135850 11133 net.cpp:156] Memory required for data: 4622837248\r\nI0709 01:02:46.135859 11133 layer_factory.hpp:77] Creating layer relu4d_t2_1x1\r\nI0709 01:02:46.135866 11133 net.cpp:91] Creating Layer relu4d_t2_1x1\r\nI0709 01:02:46.135870 11133 net.cpp:425] relu4d_t2_1x1 <- conv4d_t2_1x1/bn\r\nI0709 01:02:46.135876 11133 net.cpp:386] relu4d_t2_1x1 -> conv4d_t2_1x1/bn (in-place)\r\nI0709 01:02:46.138139 11133 net.cpp:141] Setting up relu4d_t2_1x1\r\nI0709 01:02:46.138154 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.138159 11133 net.cpp:156] Memory required for data: 4629939712\r\nI0709 01:02:46.138166 11133 layer_factory.hpp:77] Creating layer conv4d_t2_1x7\r\nI0709 01:02:46.138177 11133 net.cpp:91] Creating Layer conv4d_t2_1x7\r\nI0709 01:02:46.138183 11133 net.cpp:425] conv4d_t2_1x7 <- conv4d_t2_1x1/bn\r\nI0709 01:02:46.138191 11133 net.cpp:399] conv4d_t2_1x7 -> conv4d_t2_1x7\r\nI0709 01:02:46.149334 11133 net.cpp:141] Setting up conv4d_t2_1x7\r\nI0709 01:02:46.149351 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.149355 11133 net.cpp:156] Memory required for data: 4637042176\r\nI0709 01:02:46.149370 11133 layer_factory.hpp:77] Creating layer conv4d_t2_1x7/bn\r\nI0709 01:02:46.149385 11133 net.cpp:91] Creating Layer conv4d_t2_1x7/bn\r\nI0709 01:02:46.149390 11133 net.cpp:425] conv4d_t2_1x7/bn <- conv4d_t2_1x7\r\nI0709 01:02:46.149397 11133 net.cpp:399] conv4d_t2_1x7/bn -> conv4d_t2_1x7/bn\r\nI0709 01:02:46.150385 11133 net.cpp:141] Setting up conv4d_t2_1x7/bn\r\nI0709 01:02:46.150400 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.150410 11133 net.cpp:156] Memory required for data: 4644144640\r\nI0709 01:02:46.150420 11133 layer_factory.hpp:77] Creating layer relu4d_t2_1x7\r\nI0709 01:02:46.150426 11133 net.cpp:91] Creating Layer relu4d_t2_1x7\r\nI0709 01:02:46.150430 11133 net.cpp:425] relu4d_t2_1x7 <- conv4d_t2_1x7/bn\r\nI0709 01:02:46.150436 11133 net.cpp:386] relu4d_t2_1x7 -> conv4d_t2_1x7/bn (in-place)\r\nI0709 01:02:46.150665 11133 net.cpp:141] Setting up relu4d_t2_1x7\r\nI0709 01:02:46.150676 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.150679 11133 net.cpp:156] Memory required for data: 4651247104\r\nI0709 01:02:46.150683 11133 layer_factory.hpp:77] Creating layer conv4d_t2_7x1\r\nI0709 01:02:46.150693 11133 net.cpp:91] Creating Layer conv4d_t2_7x1\r\nI0709 01:02:46.150699 11133 net.cpp:425] conv4d_t2_7x1 <- conv4d_t2_1x7/bn\r\nI0709 01:02:46.150714 11133 net.cpp:399] conv4d_t2_7x1 -> conv4d_t2_7x1\r\nI0709 01:02:46.161777 11133 net.cpp:141] Setting up conv4d_t2_7x1\r\nI0709 01:02:46.161794 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.161799 11133 net.cpp:156] Memory required for data: 4658349568\r\nI0709 01:02:46.161805 11133 layer_factory.hpp:77] Creating layer conv4d_t2_7x1/bn\r\nI0709 01:02:46.161821 11133 net.cpp:91] Creating Layer conv4d_t2_7x1/bn\r\nI0709 01:02:46.161826 11133 net.cpp:425] conv4d_t2_7x1/bn <- conv4d_t2_7x1\r\nI0709 01:02:46.161834 11133 net.cpp:399] conv4d_t2_7x1/bn -> conv4d_t2_7x1/bn\r\nI0709 01:02:46.162106 11133 net.cpp:141] Setting up conv4d_t2_7x1/bn\r\nI0709 01:02:46.162117 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.162125 11133 net.cpp:156] Memory required for data: 4665452032\r\nI0709 01:02:46.162150 11133 layer_factory.hpp:77] Creating layer relu4d_t2_7x1\r\nI0709 01:02:46.162158 11133 net.cpp:91] Creating Layer relu4d_t2_7x1\r\nI0709 01:02:46.162163 11133 net.cpp:425] relu4d_t2_7x1 <- conv4d_t2_7x1/bn\r\nI0709 01:02:46.162168 11133 net.cpp:386] relu4d_t2_7x1 -> conv4d_t2_7x1/bn (in-place)\r\nI0709 01:02:46.162583 11133 net.cpp:141] Setting up relu4d_t2_7x1\r\nI0709 01:02:46.162597 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.162601 11133 net.cpp:156] Memory required for data: 4672554496\r\nI0709 01:02:46.162605 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x1\r\nI0709 01:02:46.162622 11133 net.cpp:91] Creating Layer conv4d_t3_1x1\r\nI0709 01:02:46.162628 11133 net.cpp:425] conv4d_t3_1x1 <- inception_4c_inception_4c_0_split_2\r\nI0709 01:02:46.162636 11133 net.cpp:399] conv4d_t3_1x1 -> conv4d_t3_1x1\r\nI0709 01:02:46.169761 11133 net.cpp:141] Setting up conv4d_t3_1x1\r\nI0709 01:02:46.169777 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.169790 11133 net.cpp:156] Memory required for data: 4679656960\r\nI0709 01:02:46.169795 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x1/bn\r\nI0709 01:02:46.169809 11133 net.cpp:91] Creating Layer conv4d_t3_1x1/bn\r\nI0709 01:02:46.169814 11133 net.cpp:425] conv4d_t3_1x1/bn <- conv4d_t3_1x1\r\nI0709 01:02:46.169822 11133 net.cpp:399] conv4d_t3_1x1/bn -> conv4d_t3_1x1/bn\r\nI0709 01:02:46.170095 11133 net.cpp:141] Setting up conv4d_t3_1x1/bn\r\nI0709 01:02:46.170106 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.170109 11133 net.cpp:156] Memory required for data: 4686759424\r\nI0709 01:02:46.170119 11133 layer_factory.hpp:77] Creating layer relu4d_t3_1x1\r\nI0709 01:02:46.170130 11133 net.cpp:91] Creating Layer relu4d_t3_1x1\r\nI0709 01:02:46.170135 11133 net.cpp:425] relu4d_t3_1x1 <- conv4d_t3_1x1/bn\r\nI0709 01:02:46.170140 11133 net.cpp:386] relu4d_t3_1x1 -> conv4d_t3_1x1/bn (in-place)\r\nI0709 01:02:46.170555 11133 net.cpp:141] Setting up relu4d_t3_1x1\r\nI0709 01:02:46.170569 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.170572 11133 net.cpp:156] Memory required for data: 4693861888\r\nI0709 01:02:46.170577 11133 layer_factory.hpp:77] Creating layer conv4d_t3_7x1_1\r\nI0709 01:02:46.170588 11133 net.cpp:91] Creating Layer conv4d_t3_7x1_1\r\nI0709 01:02:46.170595 11133 net.cpp:425] conv4d_t3_7x1_1 <- conv4d_t3_1x1/bn\r\nI0709 01:02:46.170601 11133 net.cpp:399] conv4d_t3_7x1_1 -> conv4d_t3_7x1_1\r\nI0709 01:02:46.181674 11133 net.cpp:141] Setting up conv4d_t3_7x1_1\r\nI0709 01:02:46.181690 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.181694 11133 net.cpp:156] Memory required for data: 4700964352\r\nI0709 01:02:46.181707 11133 layer_factory.hpp:77] Creating layer conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.181715 11133 net.cpp:91] Creating Layer conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.181720 11133 net.cpp:425] conv4d_t3_7x1_1/bn <- conv4d_t3_7x1_1\r\nI0709 01:02:46.181726 11133 net.cpp:399] conv4d_t3_7x1_1/bn -> conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.182004 11133 net.cpp:141] Setting up conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.182015 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.182018 11133 net.cpp:156] Memory required for data: 4708066816\r\nI0709 01:02:46.182027 11133 layer_factory.hpp:77] Creating layer relu4d_t3_7x1_1\r\nI0709 01:02:46.182041 11133 net.cpp:91] Creating Layer relu4d_t3_7x1_1\r\nI0709 01:02:46.182052 11133 net.cpp:425] relu4d_t3_7x1_1 <- conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.182056 11133 net.cpp:386] relu4d_t3_7x1_1 -> conv4d_t3_7x1_1/bn (in-place)\r\nI0709 01:02:46.182286 11133 net.cpp:141] Setting up relu4d_t3_7x1_1\r\nI0709 01:02:46.182297 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.182301 11133 net.cpp:156] Memory required for data: 4715169280\r\nI0709 01:02:46.182304 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x7_1\r\nI0709 01:02:46.182317 11133 net.cpp:91] Creating Layer conv4d_t3_1x7_1\r\nI0709 01:02:46.182325 11133 net.cpp:425] conv4d_t3_1x7_1 <- conv4d_t3_7x1_1/bn\r\nI0709 01:02:46.182333 11133 net.cpp:399] conv4d_t3_1x7_1 -> conv4d_t3_1x7_1\r\nI0709 01:02:46.196385 11133 net.cpp:141] Setting up conv4d_t3_1x7_1\r\nI0709 01:02:46.196405 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.196410 11133 net.cpp:156] Memory required for data: 4722271744\r\nI0709 01:02:46.196418 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.196424 11133 net.cpp:91] Creating Layer conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.196429 11133 net.cpp:425] conv4d_t3_1x7_1/bn <- conv4d_t3_1x7_1\r\nI0709 01:02:46.196436 11133 net.cpp:399] conv4d_t3_1x7_1/bn -> conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.196707 11133 net.cpp:141] Setting up conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.196717 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.196720 11133 net.cpp:156] Memory required for data: 4729374208\r\nI0709 01:02:46.196738 11133 layer_factory.hpp:77] Creating layer relu4d_t3_1x7_1\r\nI0709 01:02:46.196749 11133 net.cpp:91] Creating Layer relu4d_t3_1x7_1\r\nI0709 01:02:46.196756 11133 net.cpp:425] relu4d_t3_1x7_1 <- conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.196763 11133 net.cpp:386] relu4d_t3_1x7_1 -> conv4d_t3_1x7_1/bn (in-place)\r\nI0709 01:02:46.197190 11133 net.cpp:141] Setting up relu4d_t3_1x7_1\r\nI0709 01:02:46.197204 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.197216 11133 net.cpp:156] Memory required for data: 4736476672\r\nI0709 01:02:46.197219 11133 layer_factory.hpp:77] Creating layer conv4d_t3_7x1_2\r\nI0709 01:02:46.197233 11133 net.cpp:91] Creating Layer conv4d_t3_7x1_2\r\nI0709 01:02:46.197239 11133 net.cpp:425] conv4d_t3_7x1_2 <- conv4d_t3_1x7_1/bn\r\nI0709 01:02:46.197245 11133 net.cpp:399] conv4d_t3_7x1_2 -> conv4d_t3_7x1_2\r\nI0709 01:02:46.208137 11133 net.cpp:141] Setting up conv4d_t3_7x1_2\r\nI0709 01:02:46.208153 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.208158 11133 net.cpp:156] Memory required for data: 4743579136\r\nI0709 01:02:46.208163 11133 layer_factory.hpp:77] Creating layer conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208169 11133 net.cpp:91] Creating Layer conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208174 11133 net.cpp:425] conv4d_t3_7x1_2/bn <- conv4d_t3_7x1_2\r\nI0709 01:02:46.208184 11133 net.cpp:399] conv4d_t3_7x1_2/bn -> conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208456 11133 net.cpp:141] Setting up conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208467 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.208470 11133 net.cpp:156] Memory required for data: 4750681600\r\nI0709 01:02:46.208478 11133 layer_factory.hpp:77] Creating layer relu4d_t3_7x1_2\r\nI0709 01:02:46.208489 11133 net.cpp:91] Creating Layer relu4d_t3_7x1_2\r\nI0709 01:02:46.208499 11133 net.cpp:425] relu4d_t3_7x1_2 <- conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208505 11133 net.cpp:386] relu4d_t3_7x1_2 -> conv4d_t3_7x1_2/bn (in-place)\r\nI0709 01:02:46.208912 11133 net.cpp:141] Setting up relu4d_t3_7x1_2\r\nI0709 01:02:46.208927 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.208930 11133 net.cpp:156] Memory required for data: 4757784064\r\nI0709 01:02:46.208945 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x7_2\r\nI0709 01:02:46.208961 11133 net.cpp:91] Creating Layer conv4d_t3_1x7_2\r\nI0709 01:02:46.208968 11133 net.cpp:425] conv4d_t3_1x7_2 <- conv4d_t3_7x1_2/bn\r\nI0709 01:02:46.208976 11133 net.cpp:399] conv4d_t3_1x7_2 -> conv4d_t3_1x7_2\r\nI0709 01:02:46.220019 11133 net.cpp:141] Setting up conv4d_t3_1x7_2\r\nI0709 01:02:46.220036 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.220041 11133 net.cpp:156] Memory required for data: 4764886528\r\nI0709 01:02:46.220046 11133 layer_factory.hpp:77] Creating layer conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.220054 11133 net.cpp:91] Creating Layer conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.220059 11133 net.cpp:425] conv4d_t3_1x7_2/bn <- conv4d_t3_1x7_2\r\nI0709 01:02:46.220067 11133 net.cpp:399] conv4d_t3_1x7_2/bn -> conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.220345 11133 net.cpp:141] Setting up conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.220356 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.220366 11133 net.cpp:156] Memory required for data: 4771988992\r\nI0709 01:02:46.220374 11133 layer_factory.hpp:77] Creating layer relu4d_t3_1x7_2\r\nI0709 01:02:46.220386 11133 net.cpp:91] Creating Layer relu4d_t3_1x7_2\r\nI0709 01:02:46.220391 11133 net.cpp:425] relu4d_t3_1x7_2 <- conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.220404 11133 net.cpp:386] relu4d_t3_1x7_2 -> conv4d_t3_1x7_2/bn (in-place)\r\nI0709 01:02:46.220646 11133 net.cpp:141] Setting up relu4d_t3_1x7_2\r\nI0709 01:02:46.220664 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.220669 11133 net.cpp:156] Memory required for data: 4779091456\r\nI0709 01:02:46.220676 11133 layer_factory.hpp:77] Creating layer conv4d_t4_pool\r\nI0709 01:02:46.220706 11133 net.cpp:91] Creating Layer conv4d_t4_pool\r\nI0709 01:02:46.220712 11133 net.cpp:425] conv4d_t4_pool <- inception_4c_inception_4c_0_split_3\r\nI0709 01:02:46.220718 11133 net.cpp:399] conv4d_t4_pool -> conv4d_t4_pool\r\nI0709 01:02:46.221191 11133 net.cpp:141] Setting up conv4d_t4_pool\r\nI0709 01:02:46.221205 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.221210 11133 net.cpp:156] Memory required for data: 4807501312\r\nI0709 01:02:46.221220 11133 layer_factory.hpp:77] Creating layer conv4d_t4_1x1\r\nI0709 01:02:46.221237 11133 net.cpp:91] Creating Layer conv4d_t4_1x1\r\nI0709 01:02:46.221242 11133 net.cpp:425] conv4d_t4_1x1 <- conv4d_t4_pool\r\nI0709 01:02:46.221248 11133 net.cpp:399] conv4d_t4_1x1 -> conv4d_t4_1x1\r\nI0709 01:02:46.230392 11133 net.cpp:141] Setting up conv4d_t4_1x1\r\nI0709 01:02:46.230443 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.230448 11133 net.cpp:156] Memory required for data: 4814603776\r\nI0709 01:02:46.230469 11133 layer_factory.hpp:77] Creating layer conv4d_t4_1x1/bn\r\nI0709 01:02:46.230482 11133 net.cpp:91] Creating Layer conv4d_t4_1x1/bn\r\nI0709 01:02:46.230489 11133 net.cpp:425] conv4d_t4_1x1/bn <- conv4d_t4_1x1\r\nI0709 01:02:46.230497 11133 net.cpp:399] conv4d_t4_1x1/bn -> conv4d_t4_1x1/bn\r\nI0709 01:02:46.230820 11133 net.cpp:141] Setting up conv4d_t4_1x1/bn\r\nI0709 01:02:46.230836 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.230844 11133 net.cpp:156] Memory required for data: 4821706240\r\nI0709 01:02:46.230860 11133 layer_factory.hpp:77] Creating layer relu4d_t4_1x1\r\nI0709 01:02:46.230878 11133 net.cpp:91] Creating Layer relu4d_t4_1x1\r\nI0709 01:02:46.230890 11133 net.cpp:425] relu4d_t4_1x1 <- conv4d_t4_1x1/bn\r\nI0709 01:02:46.230919 11133 net.cpp:386] relu4d_t4_1x1 -> conv4d_t4_1x1/bn (in-place)\r\nI0709 01:02:46.231163 11133 net.cpp:141] Setting up relu4d_t4_1x1\r\nI0709 01:02:46.231178 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.231184 11133 net.cpp:156] Memory required for data: 4828808704\r\nI0709 01:02:46.231195 11133 layer_factory.hpp:77] Creating layer inception_4d\r\nI0709 01:02:46.231205 11133 net.cpp:91] Creating Layer inception_4d\r\nI0709 01:02:46.231210 11133 net.cpp:425] inception_4d <- conv4d_t1_1x1/bn\r\nI0709 01:02:46.231215 11133 net.cpp:425] inception_4d <- conv4d_t2_7x1/bn\r\nI0709 01:02:46.231220 11133 net.cpp:425] inception_4d <- conv4d_t3_1x7_2/bn\r\nI0709 01:02:46.231225 11133 net.cpp:425] inception_4d <- conv4d_t4_1x1/bn\r\nI0709 01:02:46.231231 11133 net.cpp:399] inception_4d -> inception_4d\r\nI0709 01:02:46.231273 11133 net.cpp:141] Setting up inception_4d\r\nI0709 01:02:46.231281 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.231286 11133 net.cpp:156] Memory required for data: 4857218560\r\nI0709 01:02:46.231288 11133 layer_factory.hpp:77] Creating layer inception_4d_inception_4d_0_split\r\nI0709 01:02:46.231298 11133 net.cpp:91] Creating Layer inception_4d_inception_4d_0_split\r\nI0709 01:02:46.231305 11133 net.cpp:425] inception_4d_inception_4d_0_split <- inception_4d\r\nI0709 01:02:46.231315 11133 net.cpp:399] inception_4d_inception_4d_0_split -> inception_4d_inception_4d_0_split_0\r\nI0709 01:02:46.231350 11133 net.cpp:399] inception_4d_inception_4d_0_split -> inception_4d_inception_4d_0_split_1\r\nI0709 01:02:46.231365 11133 net.cpp:399] inception_4d_inception_4d_0_split -> inception_4d_inception_4d_0_split_2\r\nI0709 01:02:46.231452 11133 net.cpp:141] Setting up inception_4d_inception_4d_0_split\r\nI0709 01:02:46.231464 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.231468 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.231472 11133 net.cpp:148] Top shape: 32 768 17 17 (7102464)\r\nI0709 01:02:46.231475 11133 net.cpp:156] Memory required for data: 4942448128\r\nI0709 01:02:46.231479 11133 layer_factory.hpp:77] Creating layer conv4e_t1_1x1\r\nI0709 01:02:46.231492 11133 net.cpp:91] Creating Layer conv4e_t1_1x1\r\nI0709 01:02:46.231498 11133 net.cpp:425] conv4e_t1_1x1 <- inception_4d_inception_4d_0_split_0\r\nI0709 01:02:46.231504 11133 net.cpp:399] conv4e_t1_1x1 -> conv4e_t1_1x1\r\nI0709 01:02:46.239802 11133 net.cpp:141] Setting up conv4e_t1_1x1\r\nI0709 01:02:46.239857 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.239862 11133 net.cpp:156] Memory required for data: 4949550592\r\nI0709 01:02:46.239879 11133 layer_factory.hpp:77] Creating layer conv4e_t1_1x1/bn\r\nI0709 01:02:46.239902 11133 net.cpp:91] Creating Layer conv4e_t1_1x1/bn\r\nI0709 01:02:46.239910 11133 net.cpp:425] conv4e_t1_1x1/bn <- conv4e_t1_1x1\r\nI0709 01:02:46.239925 11133 net.cpp:399] conv4e_t1_1x1/bn -> conv4e_t1_1x1/bn\r\nI0709 01:02:46.240272 11133 net.cpp:141] Setting up conv4e_t1_1x1/bn\r\nI0709 01:02:46.240283 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.240299 11133 net.cpp:156] Memory required for data: 4956653056\r\nI0709 01:02:46.240309 11133 layer_factory.hpp:77] Creating layer relu4e_t1_1x1\r\nI0709 01:02:46.240317 11133 net.cpp:91] Creating Layer relu4e_t1_1x1\r\nI0709 01:02:46.240321 11133 net.cpp:425] relu4e_t1_1x1 <- conv4e_t1_1x1/bn\r\nI0709 01:02:46.240335 11133 net.cpp:386] relu4e_t1_1x1 -> conv4e_t1_1x1/bn (in-place)\r\nI0709 01:02:46.240581 11133 net.cpp:141] Setting up relu4e_t1_1x1\r\nI0709 01:02:46.240609 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.240617 11133 net.cpp:156] Memory required for data: 4963755520\r\nI0709 01:02:46.240627 11133 layer_factory.hpp:77] Creating layer conv4e_t1_3x3\r\nI0709 01:02:46.240643 11133 net.cpp:91] Creating Layer conv4e_t1_3x3\r\nI0709 01:02:46.240649 11133 net.cpp:425] conv4e_t1_3x3 <- conv4e_t1_1x1/bn\r\nI0709 01:02:46.240670 11133 net.cpp:399] conv4e_t1_3x3 -> conv4e_t1_3x3\r\nI0709 01:02:46.262955 11133 net.cpp:141] Setting up conv4e_t1_3x3\r\nI0709 01:02:46.263023 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.263030 11133 net.cpp:156] Memory required for data: 4966376960\r\nI0709 01:02:46.263048 11133 layer_factory.hpp:77] Creating layer conv4e_t1_3x3/bn\r\nI0709 01:02:46.263078 11133 net.cpp:91] Creating Layer conv4e_t1_3x3/bn\r\nI0709 01:02:46.263123 11133 net.cpp:425] conv4e_t1_3x3/bn <- conv4e_t1_3x3\r\nI0709 01:02:46.263150 11133 net.cpp:399] conv4e_t1_3x3/bn -> conv4e_t1_3x3/bn\r\nI0709 01:02:46.263638 11133 net.cpp:141] Setting up conv4e_t1_3x3/bn\r\nI0709 01:02:46.263659 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.263667 11133 net.cpp:156] Memory required for data: 4968998400\r\nI0709 01:02:46.263684 11133 layer_factory.hpp:77] Creating layer relu4e_t1_3x3\r\nI0709 01:02:46.263701 11133 net.cpp:91] Creating Layer relu4e_t1_3x3\r\nI0709 01:02:46.263708 11133 net.cpp:425] relu4e_t1_3x3 <- conv4e_t1_3x3/bn\r\nI0709 01:02:46.263716 11133 net.cpp:386] relu4e_t1_3x3 -> conv4e_t1_3x3/bn (in-place)\r\nI0709 01:02:46.264438 11133 net.cpp:141] Setting up relu4e_t1_3x3\r\nI0709 01:02:46.264461 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.264480 11133 net.cpp:156] Memory required for data: 4971619840\r\nI0709 01:02:46.264488 11133 layer_factory.hpp:77] Creating layer conv4e_t2_1x1\r\nI0709 01:02:46.264508 11133 net.cpp:91] Creating Layer conv4e_t2_1x1\r\nI0709 01:02:46.264529 11133 net.cpp:425] conv4e_t2_1x1 <- inception_4d_inception_4d_0_split_1\r\nI0709 01:02:46.264539 11133 net.cpp:399] conv4e_t2_1x1 -> conv4e_t2_1x1\r\nI0709 01:02:46.271761 11133 net.cpp:141] Setting up conv4e_t2_1x1\r\nI0709 01:02:46.271801 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.271806 11133 net.cpp:156] Memory required for data: 4978722304\r\nI0709 01:02:46.271816 11133 layer_factory.hpp:77] Creating layer conv4e_t2_1x1/bn\r\nI0709 01:02:46.271827 11133 net.cpp:91] Creating Layer conv4e_t2_1x1/bn\r\nI0709 01:02:46.271833 11133 net.cpp:425] conv4e_t2_1x1/bn <- conv4e_t2_1x1\r\nI0709 01:02:46.271841 11133 net.cpp:399] conv4e_t2_1x1/bn -> conv4e_t2_1x1/bn\r\nI0709 01:02:46.272148 11133 net.cpp:141] Setting up conv4e_t2_1x1/bn\r\nI0709 01:02:46.272158 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.272161 11133 net.cpp:156] Memory required for data: 4985824768\r\nI0709 01:02:46.272169 11133 layer_factory.hpp:77] Creating layer relu4e_t2_1x1\r\nI0709 01:02:46.272193 11133 net.cpp:91] Creating Layer relu4e_t2_1x1\r\nI0709 01:02:46.272198 11133 net.cpp:425] relu4e_t2_1x1 <- conv4e_t2_1x1/bn\r\nI0709 01:02:46.272203 11133 net.cpp:386] relu4e_t2_1x1 -> conv4e_t2_1x1/bn (in-place)\r\nI0709 01:02:46.272392 11133 net.cpp:141] Setting up relu4e_t2_1x1\r\nI0709 01:02:46.272403 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.272408 11133 net.cpp:156] Memory required for data: 4992927232\r\nI0709 01:02:46.272413 11133 layer_factory.hpp:77] Creating layer conv4e_t2_1x7\r\nI0709 01:02:46.272436 11133 net.cpp:91] Creating Layer conv4e_t2_1x7\r\nI0709 01:02:46.272441 11133 net.cpp:425] conv4e_t2_1x7 <- conv4e_t2_1x1/bn\r\nI0709 01:02:46.272446 11133 net.cpp:399] conv4e_t2_1x7 -> conv4e_t2_1x7\r\nI0709 01:02:46.293345 11133 net.cpp:141] Setting up conv4e_t2_1x7\r\nI0709 01:02:46.293386 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.293395 11133 net.cpp:156] Memory required for data: 5000029696\r\nI0709 01:02:46.293408 11133 layer_factory.hpp:77] Creating layer conv4e_t2_1x7/bn\r\nI0709 01:02:46.293431 11133 net.cpp:91] Creating Layer conv4e_t2_1x7/bn\r\nI0709 01:02:46.293442 11133 net.cpp:425] conv4e_t2_1x7/bn <- conv4e_t2_1x7\r\nI0709 01:02:46.293455 11133 net.cpp:399] conv4e_t2_1x7/bn -> conv4e_t2_1x7/bn\r\nI0709 01:02:46.294021 11133 net.cpp:141] Setting up conv4e_t2_1x7/bn\r\nI0709 01:02:46.294039 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.294046 11133 net.cpp:156] Memory required for data: 5007132160\r\nI0709 01:02:46.294061 11133 layer_factory.hpp:77] Creating layer relu4e_t2_1x7\r\nI0709 01:02:46.294073 11133 net.cpp:91] Creating Layer relu4e_t2_1x7\r\nI0709 01:02:46.294080 11133 net.cpp:425] relu4e_t2_1x7 <- conv4e_t2_1x7/bn\r\nI0709 01:02:46.294096 11133 net.cpp:386] relu4e_t2_1x7 -> conv4e_t2_1x7/bn (in-place)\r\nI0709 01:02:46.294522 11133 net.cpp:141] Setting up relu4e_t2_1x7\r\nI0709 01:02:46.294541 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.294548 11133 net.cpp:156] Memory required for data: 5014234624\r\nI0709 01:02:46.294632 11133 layer_factory.hpp:77] Creating layer conv4e_t2_7x1\r\nI0709 01:02:46.294713 11133 net.cpp:91] Creating Layer conv4e_t2_7x1\r\nI0709 01:02:46.294723 11133 net.cpp:425] conv4e_t2_7x1 <- conv4e_t2_1x7/bn\r\nI0709 01:02:46.294734 11133 net.cpp:399] conv4e_t2_7x1 -> conv4e_t2_7x1\r\nI0709 01:02:46.307126 11133 net.cpp:141] Setting up conv4e_t2_7x1\r\nI0709 01:02:46.307224 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.307230 11133 net.cpp:156] Memory required for data: 5021337088\r\nI0709 01:02:46.307242 11133 layer_factory.hpp:77] Creating layer conv4e_t2_7x1/bn\r\nI0709 01:02:46.307255 11133 net.cpp:91] Creating Layer conv4e_t2_7x1/bn\r\nI0709 01:02:46.307261 11133 net.cpp:425] conv4e_t2_7x1/bn <- conv4e_t2_7x1\r\nI0709 01:02:46.307270 11133 net.cpp:399] conv4e_t2_7x1/bn -> conv4e_t2_7x1/bn\r\nI0709 01:02:46.307623 11133 net.cpp:141] Setting up conv4e_t2_7x1/bn\r\nI0709 01:02:46.307634 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.307651 11133 net.cpp:156] Memory required for data: 5028439552\r\nI0709 01:02:46.307659 11133 layer_factory.hpp:77] Creating layer relu4e_t2_7x1\r\nI0709 01:02:46.307668 11133 net.cpp:91] Creating Layer relu4e_t2_7x1\r\nI0709 01:02:46.307674 11133 net.cpp:425] relu4e_t2_7x1 <- conv4e_t2_7x1/bn\r\nI0709 01:02:46.307693 11133 net.cpp:386] relu4e_t2_7x1 -> conv4e_t2_7x1/bn (in-place)\r\nI0709 01:02:46.308246 11133 net.cpp:141] Setting up relu4e_t2_7x1\r\nI0709 01:02:46.308259 11133 net.cpp:148] Top shape: 32 192 17 17 (1775616)\r\nI0709 01:02:46.308275 11133 net.cpp:156] Memory required for data: 5035542016\r\nI0709 01:02:46.308280 11133 layer_factory.hpp:77] Creating layer conv4e_t2_3x3\r\nI0709 01:02:46.308300 11133 net.cpp:91] Creating Layer conv4e_t2_3x3\r\nI0709 01:02:46.308318 11133 net.cpp:425] conv4e_t2_3x3 <- conv4e_t2_7x1/bn\r\nI0709 01:02:46.308337 11133 net.cpp:399] conv4e_t2_3x3 -> conv4e_t2_3x3\r\nI0709 01:02:46.322600 11133 net.cpp:141] Setting up conv4e_t2_3x3\r\nI0709 01:02:46.322652 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.322657 11133 net.cpp:156] Memory required for data: 5037114880\r\nI0709 01:02:46.322672 11133 layer_factory.hpp:77] Creating layer conv4e_t2_3x3/bn\r\nI0709 01:02:46.322693 11133 net.cpp:91] Creating Layer conv4e_t2_3x3/bn\r\nI0709 01:02:46.322707 11133 net.cpp:425] conv4e_t2_3x3/bn <- conv4e_t2_3x3\r\nI0709 01:02:46.322718 11133 net.cpp:399] conv4e_t2_3x3/bn -> conv4e_t2_3x3/bn\r\nI0709 01:02:46.323040 11133 net.cpp:141] Setting up conv4e_t2_3x3/bn\r\nI0709 01:02:46.323070 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.323074 11133 net.cpp:156] Memory required for data: 5038687744\r\nI0709 01:02:46.323087 11133 layer_factory.hpp:77] Creating layer relu4e_t2_3x3\r\nI0709 01:02:46.323103 11133 net.cpp:91] Creating Layer relu4e_t2_3x3\r\nI0709 01:02:46.323112 11133 net.cpp:425] relu4e_t2_3x3 <- conv4e_t2_3x3/bn\r\nI0709 01:02:46.323124 11133 net.cpp:386] relu4e_t2_3x3 -> conv4e_t2_3x3/bn (in-place)\r\nI0709 01:02:46.323529 11133 net.cpp:141] Setting up relu4e_t2_3x3\r\nI0709 01:02:46.323551 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.323559 11133 net.cpp:156] Memory required for data: 5040260608\r\nI0709 01:02:46.323581 11133 layer_factory.hpp:77] Creating layer conv4e_t3_pool\r\nI0709 01:02:46.323665 11133 net.cpp:91] Creating Layer conv4e_t3_pool\r\nI0709 01:02:46.323676 11133 net.cpp:425] conv4e_t3_pool <- inception_4d_inception_4d_0_split_2\r\nI0709 01:02:46.323686 11133 net.cpp:399] conv4e_t3_pool -> conv4e_t3_pool\r\nI0709 01:02:46.323796 11133 net.cpp:141] Setting up conv4e_t3_pool\r\nI0709 01:02:46.323809 11133 net.cpp:148] Top shape: 32 768 8 8 (1572864)\r\nI0709 01:02:46.323817 11133 net.cpp:156] Memory required for data: 5046552064\r\nI0709 01:02:46.323827 11133 layer_factory.hpp:77] Creating layer inception_4e\r\nI0709 01:02:46.323845 11133 net.cpp:91] Creating Layer inception_4e\r\nI0709 01:02:46.323853 11133 net.cpp:425] inception_4e <- conv4e_t1_3x3/bn\r\nI0709 01:02:46.323858 11133 net.cpp:425] inception_4e <- conv4e_t2_3x3/bn\r\nI0709 01:02:46.323863 11133 net.cpp:425] inception_4e <- conv4e_t3_pool\r\nI0709 01:02:46.323869 11133 net.cpp:399] inception_4e -> inception_4e\r\nI0709 01:02:46.323905 11133 net.cpp:141] Setting up inception_4e\r\nI0709 01:02:46.323915 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.323917 11133 net.cpp:156] Memory required for data: 5057037824\r\nI0709 01:02:46.323921 11133 layer_factory.hpp:77] Creating layer inception_4e_inception_4e_0_split\r\nI0709 01:02:46.323930 11133 net.cpp:91] Creating Layer inception_4e_inception_4e_0_split\r\nI0709 01:02:46.323935 11133 net.cpp:425] inception_4e_inception_4e_0_split <- inception_4e\r\nI0709 01:02:46.323941 11133 net.cpp:399] inception_4e_inception_4e_0_split -> inception_4e_inception_4e_0_split_0\r\nI0709 01:02:46.323961 11133 net.cpp:399] inception_4e_inception_4e_0_split -> inception_4e_inception_4e_0_split_1\r\nI0709 01:02:46.323974 11133 net.cpp:399] inception_4e_inception_4e_0_split -> inception_4e_inception_4e_0_split_2\r\nI0709 01:02:46.323988 11133 net.cpp:399] inception_4e_inception_4e_0_split -> inception_4e_inception_4e_0_split_3\r\nI0709 01:02:46.324066 11133 net.cpp:141] Setting up inception_4e_inception_4e_0_split\r\nI0709 01:02:46.324076 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.324084 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.324092 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.324103 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.324110 11133 net.cpp:156] Memory required for data: 5098980864\r\nI0709 01:02:46.324117 11133 layer_factory.hpp:77] Creating layer conv5a_t1_1x1\r\nI0709 01:02:46.324138 11133 net.cpp:91] Creating Layer conv5a_t1_1x1\r\nI0709 01:02:46.324143 11133 net.cpp:425] conv5a_t1_1x1 <- inception_4e_inception_4e_0_split_0\r\nI0709 01:02:46.324151 11133 net.cpp:399] conv5a_t1_1x1 -> conv5a_t1_1x1\r\nI0709 01:02:46.343844 11133 net.cpp:141] Setting up conv5a_t1_1x1\r\nI0709 01:02:46.343895 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.343900 11133 net.cpp:156] Memory required for data: 5101602304\r\nI0709 01:02:46.343910 11133 layer_factory.hpp:77] Creating layer conv5a_t1_1x1/bn\r\nI0709 01:02:46.343922 11133 net.cpp:91] Creating Layer conv5a_t1_1x1/bn\r\nI0709 01:02:46.343930 11133 net.cpp:425] conv5a_t1_1x1/bn <- conv5a_t1_1x1\r\nI0709 01:02:46.343953 11133 net.cpp:399] conv5a_t1_1x1/bn -> conv5a_t1_1x1/bn\r\nI0709 01:02:46.344324 11133 net.cpp:141] Setting up conv5a_t1_1x1/bn\r\nI0709 01:02:46.344333 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.344348 11133 net.cpp:156] Memory required for data: 5104223744\r\nI0709 01:02:46.344357 11133 layer_factory.hpp:77] Creating layer relu5a_t1_1x1\r\nI0709 01:02:46.344365 11133 net.cpp:91] Creating Layer relu5a_t1_1x1\r\nI0709 01:02:46.344369 11133 net.cpp:425] relu5a_t1_1x1 <- conv5a_t1_1x1/bn\r\nI0709 01:02:46.344375 11133 net.cpp:386] relu5a_t1_1x1 -> conv5a_t1_1x1/bn (in-place)\r\nI0709 01:02:46.344607 11133 net.cpp:141] Setting up relu5a_t1_1x1\r\nI0709 01:02:46.344619 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.344624 11133 net.cpp:156] Memory required for data: 5106845184\r\nI0709 01:02:46.344629 11133 layer_factory.hpp:77] Creating layer conv5a_t2_1x1\r\nI0709 01:02:46.344643 11133 net.cpp:91] Creating Layer conv5a_t2_1x1\r\nI0709 01:02:46.344651 11133 net.cpp:425] conv5a_t2_1x1 <- inception_4e_inception_4e_0_split_1\r\nI0709 01:02:46.344661 11133 net.cpp:399] conv5a_t2_1x1 -> conv5a_t2_1x1\r\nI0709 01:02:46.366705 11133 net.cpp:141] Setting up conv5a_t2_1x1\r\nI0709 01:02:46.366763 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.366768 11133 net.cpp:156] Memory required for data: 5109990912\r\nI0709 01:02:46.366783 11133 layer_factory.hpp:77] Creating layer conv5a_t2_1x1/bn\r\nI0709 01:02:46.366806 11133 net.cpp:91] Creating Layer conv5a_t2_1x1/bn\r\nI0709 01:02:46.366816 11133 net.cpp:425] conv5a_t2_1x1/bn <- conv5a_t2_1x1\r\nI0709 01:02:46.366827 11133 net.cpp:399] conv5a_t2_1x1/bn -> conv5a_t2_1x1/bn\r\nI0709 01:02:46.367200 11133 net.cpp:141] Setting up conv5a_t2_1x1/bn\r\nI0709 01:02:46.367213 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.367216 11133 net.cpp:156] Memory required for data: 5113136640\r\nI0709 01:02:46.367225 11133 layer_factory.hpp:77] Creating layer relu5a_t2_1x1\r\nI0709 01:02:46.367236 11133 net.cpp:91] Creating Layer relu5a_t2_1x1\r\nI0709 01:02:46.367246 11133 net.cpp:425] relu5a_t2_1x1 <- conv5a_t2_1x1/bn\r\nI0709 01:02:46.367257 11133 net.cpp:386] relu5a_t2_1x1 -> conv5a_t2_1x1/bn (in-place)\r\nI0709 01:02:46.367811 11133 net.cpp:141] Setting up relu5a_t2_1x1\r\nI0709 01:02:46.367830 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.367835 11133 net.cpp:156] Memory required for data: 5116282368\r\nI0709 01:02:46.367842 11133 layer_factory.hpp:77] Creating layer conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split\r\nI0709 01:02:46.367852 11133 net.cpp:91] Creating Layer conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split\r\nI0709 01:02:46.367898 11133 net.cpp:425] conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split <- conv5a_t2_1x1/bn\r\nI0709 01:02:46.367914 11133 net.cpp:399] conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split -> conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split_0\r\nI0709 01:02:46.367931 11133 net.cpp:399] conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split -> conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split_1\r\nI0709 01:02:46.368015 11133 net.cpp:141] Setting up conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split\r\nI0709 01:02:46.368026 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.368033 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.368041 11133 net.cpp:156] Memory required for data: 5122573824\r\nI0709 01:02:46.368047 11133 layer_factory.hpp:77] Creating layer conv5a_t2_1x3\r\nI0709 01:02:46.368065 11133 net.cpp:91] Creating Layer conv5a_t2_1x3\r\nI0709 01:02:46.368073 11133 net.cpp:425] conv5a_t2_1x3 <- conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split_0\r\nI0709 01:02:46.368083 11133 net.cpp:399] conv5a_t2_1x3 -> conv5a_t2_1x3\r\nI0709 01:02:46.397999 11133 net.cpp:141] Setting up conv5a_t2_1x3\r\nI0709 01:02:46.398030 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.398037 11133 net.cpp:156] Memory required for data: 5125719552\r\nI0709 01:02:46.398121 11133 layer_factory.hpp:77] Creating layer conv5a_t2_1x3/bn\r\nI0709 01:02:46.398182 11133 net.cpp:91] Creating Layer conv5a_t2_1x3/bn\r\nI0709 01:02:46.398193 11133 net.cpp:425] conv5a_t2_1x3/bn <- conv5a_t2_1x3\r\nI0709 01:02:46.398203 11133 net.cpp:399] conv5a_t2_1x3/bn -> conv5a_t2_1x3/bn\r\nI0709 01:02:46.398706 11133 net.cpp:141] Setting up conv5a_t2_1x3/bn\r\nI0709 01:02:46.398721 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.398725 11133 net.cpp:156] Memory required for data: 5128865280\r\nI0709 01:02:46.398737 11133 layer_factory.hpp:77] Creating layer relu5a_t2_1x3\r\nI0709 01:02:46.398746 11133 net.cpp:91] Creating Layer relu5a_t2_1x3\r\nI0709 01:02:46.398749 11133 net.cpp:425] relu5a_t2_1x3 <- conv5a_t2_1x3/bn\r\nI0709 01:02:46.398756 11133 net.cpp:386] relu5a_t2_1x3 -> conv5a_t2_1x3/bn (in-place)\r\nI0709 01:02:46.399022 11133 net.cpp:141] Setting up relu5a_t2_1x3\r\nI0709 01:02:46.399039 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.399041 11133 net.cpp:156] Memory required for data: 5132011008\r\nI0709 01:02:46.399045 11133 layer_factory.hpp:77] Creating layer conv5a_t2_3x1\r\nI0709 01:02:46.399061 11133 net.cpp:91] Creating Layer conv5a_t2_3x1\r\nI0709 01:02:46.399070 11133 net.cpp:425] conv5a_t2_3x1 <- conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split_1\r\nI0709 01:02:46.399075 11133 net.cpp:399] conv5a_t2_3x1 -> conv5a_t2_3x1\r\nI0709 01:02:46.416872 11133 net.cpp:141] Setting up conv5a_t2_3x1\r\nI0709 01:02:46.416934 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.416942 11133 net.cpp:156] Memory required for data: 5135156736\r\nI0709 01:02:46.416963 11133 layer_factory.hpp:77] Creating layer conv5a_t2_3x1/bn\r\nI0709 01:02:46.416993 11133 net.cpp:91] Creating Layer conv5a_t2_3x1/bn\r\nI0709 01:02:46.417038 11133 net.cpp:425] conv5a_t2_3x1/bn <- conv5a_t2_3x1\r\nI0709 01:02:46.417064 11133 net.cpp:399] conv5a_t2_3x1/bn -> conv5a_t2_3x1/bn\r\nI0709 01:02:46.417502 11133 net.cpp:141] Setting up conv5a_t2_3x1/bn\r\nI0709 01:02:46.417521 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.417531 11133 net.cpp:156] Memory required for data: 5138302464\r\nI0709 01:02:46.417562 11133 layer_factory.hpp:77] Creating layer relu5a_t2_3x1\r\nI0709 01:02:46.417572 11133 net.cpp:91] Creating Layer relu5a_t2_3x1\r\nI0709 01:02:46.417578 11133 net.cpp:425] relu5a_t2_3x1 <- conv5a_t2_3x1/bn\r\nI0709 01:02:46.417585 11133 net.cpp:386] relu5a_t2_3x1 -> conv5a_t2_3x1/bn (in-place)\r\nI0709 01:02:46.417836 11133 net.cpp:141] Setting up relu5a_t2_3x1\r\nI0709 01:02:46.417848 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.417851 11133 net.cpp:156] Memory required for data: 5141448192\r\nI0709 01:02:46.417858 11133 layer_factory.hpp:77] Creating layer conv5a_t3_1x1\r\nI0709 01:02:46.417871 11133 net.cpp:91] Creating Layer conv5a_t3_1x1\r\nI0709 01:02:46.417878 11133 net.cpp:425] conv5a_t3_1x1 <- inception_4e_inception_4e_0_split_2\r\nI0709 01:02:46.417891 11133 net.cpp:399] conv5a_t3_1x1 -> conv5a_t3_1x1\r\nI0709 01:02:46.454090 11133 net.cpp:141] Setting up conv5a_t3_1x1\r\nI0709 01:02:46.454123 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.454129 11133 net.cpp:156] Memory required for data: 5145118208\r\nI0709 01:02:46.454140 11133 layer_factory.hpp:77] Creating layer conv5a_t3_1x1/bn\r\nI0709 01:02:46.454155 11133 net.cpp:91] Creating Layer conv5a_t3_1x1/bn\r\nI0709 01:02:46.454166 11133 net.cpp:425] conv5a_t3_1x1/bn <- conv5a_t3_1x1\r\nI0709 01:02:46.454179 11133 net.cpp:399] conv5a_t3_1x1/bn -> conv5a_t3_1x1/bn\r\nI0709 01:02:46.454741 11133 net.cpp:141] Setting up conv5a_t3_1x1/bn\r\nI0709 01:02:46.454757 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.454767 11133 net.cpp:156] Memory required for data: 5148788224\r\nI0709 01:02:46.454782 11133 layer_factory.hpp:77] Creating layer relu5a_t3_1x1\r\nI0709 01:02:46.454881 11133 net.cpp:91] Creating Layer relu5a_t3_1x1\r\nI0709 01:02:46.454921 11133 net.cpp:425] relu5a_t3_1x1 <- conv5a_t3_1x1/bn\r\nI0709 01:02:46.454931 11133 net.cpp:386] relu5a_t3_1x1 -> conv5a_t3_1x1/bn (in-place)\r\nI0709 01:02:46.455636 11133 net.cpp:141] Setting up relu5a_t3_1x1\r\nI0709 01:02:46.455672 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.455677 11133 net.cpp:156] Memory required for data: 5152458240\r\nI0709 01:02:46.455683 11133 layer_factory.hpp:77] Creating layer conv5a_t3_3x3\r\nI0709 01:02:46.455710 11133 net.cpp:91] Creating Layer conv5a_t3_3x3\r\nI0709 01:02:46.455718 11133 net.cpp:425] conv5a_t3_3x3 <- conv5a_t3_1x1/bn\r\nI0709 01:02:46.455727 11133 net.cpp:399] conv5a_t3_3x3 -> conv5a_t3_3x3\r\nI0709 01:02:46.512603 11133 net.cpp:141] Setting up conv5a_t3_3x3\r\nI0709 01:02:46.512655 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.512660 11133 net.cpp:156] Memory required for data: 5155603968\r\nI0709 01:02:46.512670 11133 layer_factory.hpp:77] Creating layer conv5a_t3_3x3/bn\r\nI0709 01:02:46.512684 11133 net.cpp:91] Creating Layer conv5a_t3_3x3/bn\r\nI0709 01:02:46.512692 11133 net.cpp:425] conv5a_t3_3x3/bn <- conv5a_t3_3x3\r\nI0709 01:02:46.512698 11133 net.cpp:399] conv5a_t3_3x3/bn -> conv5a_t3_3x3/bn\r\nI0709 01:02:46.513114 11133 net.cpp:141] Setting up conv5a_t3_3x3/bn\r\nI0709 01:02:46.513139 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.513161 11133 net.cpp:156] Memory required for data: 5158749696\r\nI0709 01:02:46.513170 11133 layer_factory.hpp:77] Creating layer relu5a_t3_3x3\r\nI0709 01:02:46.513183 11133 net.cpp:91] Creating Layer relu5a_t3_3x3\r\nI0709 01:02:46.513190 11133 net.cpp:425] relu5a_t3_3x3 <- conv5a_t3_3x3/bn\r\nI0709 01:02:46.513208 11133 net.cpp:386] relu5a_t3_3x3 -> conv5a_t3_3x3/bn (in-place)\r\nI0709 01:02:46.513449 11133 net.cpp:141] Setting up relu5a_t3_3x3\r\nI0709 01:02:46.513461 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.513465 11133 net.cpp:156] Memory required for data: 5161895424\r\nI0709 01:02:46.513469 11133 layer_factory.hpp:77] Creating layer conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split\r\nI0709 01:02:46.513478 11133 net.cpp:91] Creating Layer conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split\r\nI0709 01:02:46.513483 11133 net.cpp:425] conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split <- conv5a_t3_3x3/bn\r\nI0709 01:02:46.513489 11133 net.cpp:399] conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split -> conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split_0\r\nI0709 01:02:46.513497 11133 net.cpp:399] conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split -> conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split_1\r\nI0709 01:02:46.513557 11133 net.cpp:141] Setting up conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split\r\nI0709 01:02:46.513566 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.513569 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.513576 11133 net.cpp:156] Memory required for data: 5168186880\r\nI0709 01:02:46.513578 11133 layer_factory.hpp:77] Creating layer conv5a_t3_1x3\r\nI0709 01:02:46.513594 11133 net.cpp:91] Creating Layer conv5a_t3_1x3\r\nI0709 01:02:46.513599 11133 net.cpp:425] conv5a_t3_1x3 <- conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split_0\r\nI0709 01:02:46.513605 11133 net.cpp:399] conv5a_t3_1x3 -> conv5a_t3_1x3\r\nI0709 01:02:46.534231 11133 net.cpp:141] Setting up conv5a_t3_1x3\r\nI0709 01:02:46.534310 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.534322 11133 net.cpp:156] Memory required for data: 5171332608\r\nI0709 01:02:46.534363 11133 layer_factory.hpp:77] Creating layer conv5a_t3_1x3/bn\r\nI0709 01:02:46.534407 11133 net.cpp:91] Creating Layer conv5a_t3_1x3/bn\r\nI0709 01:02:46.534425 11133 net.cpp:425] conv5a_t3_1x3/bn <- conv5a_t3_1x3\r\nI0709 01:02:46.534446 11133 net.cpp:399] conv5a_t3_1x3/bn -> conv5a_t3_1x3/bn\r\nI0709 01:02:46.535166 11133 net.cpp:141] Setting up conv5a_t3_1x3/bn\r\nI0709 01:02:46.535186 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.535197 11133 net.cpp:156] Memory required for data: 5174478336\r\nI0709 01:02:46.535218 11133 layer_factory.hpp:77] Creating layer relu5a_t3_1x3\r\nI0709 01:02:46.535234 11133 net.cpp:91] Creating Layer relu5a_t3_1x3\r\nI0709 01:02:46.535243 11133 net.cpp:425] relu5a_t3_1x3 <- conv5a_t3_1x3/bn\r\nI0709 01:02:46.535254 11133 net.cpp:386] relu5a_t3_1x3 -> conv5a_t3_1x3/bn (in-place)\r\nI0709 01:02:46.535698 11133 net.cpp:141] Setting up relu5a_t3_1x3\r\nI0709 01:02:46.535727 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.535732 11133 net.cpp:156] Memory required for data: 5177624064\r\nI0709 01:02:46.535740 11133 layer_factory.hpp:77] Creating layer conv5a_t3_3x1\r\nI0709 01:02:46.535780 11133 net.cpp:91] Creating Layer conv5a_t3_3x1\r\nI0709 01:02:46.535790 11133 net.cpp:425] conv5a_t3_3x1 <- conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split_1\r\nI0709 01:02:46.535804 11133 net.cpp:399] conv5a_t3_3x1 -> conv5a_t3_3x1\r\nI0709 01:02:46.567695 11133 net.cpp:141] Setting up conv5a_t3_3x1\r\nI0709 01:02:46.567729 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.567736 11133 net.cpp:156] Memory required for data: 5180769792\r\nI0709 01:02:46.567746 11133 layer_factory.hpp:77] Creating layer conv5a_t3_3x1/bn\r\nI0709 01:02:46.567761 11133 net.cpp:91] Creating Layer conv5a_t3_3x1/bn\r\nI0709 01:02:46.567770 11133 net.cpp:425] conv5a_t3_3x1/bn <- conv5a_t3_3x1\r\nI0709 01:02:46.567782 11133 net.cpp:399] conv5a_t3_3x1/bn -> conv5a_t3_3x1/bn\r\nI0709 01:02:46.568317 11133 net.cpp:141] Setting up conv5a_t3_3x1/bn\r\nI0709 01:02:46.568333 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.568341 11133 net.cpp:156] Memory required for data: 5183915520\r\nI0709 01:02:46.568428 11133 layer_factory.hpp:77] Creating layer relu5a_t3_3x1\r\nI0709 01:02:46.568537 11133 net.cpp:91] Creating Layer relu5a_t3_3x1\r\nI0709 01:02:46.568558 11133 net.cpp:425] relu5a_t3_3x1 <- conv5a_t3_3x1/bn\r\nI0709 01:02:46.568583 11133 net.cpp:386] relu5a_t3_3x1 -> conv5a_t3_3x1/bn (in-place)\r\nI0709 01:02:46.569685 11133 net.cpp:141] Setting up relu5a_t3_3x1\r\nI0709 01:02:46.569737 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.569746 11133 net.cpp:156] Memory required for data: 5187061248\r\nI0709 01:02:46.569759 11133 layer_factory.hpp:77] Creating layer conv5a_t4_pool\r\nI0709 01:02:46.569833 11133 net.cpp:91] Creating Layer conv5a_t4_pool\r\nI0709 01:02:46.569866 11133 net.cpp:425] conv5a_t4_pool <- inception_4e_inception_4e_0_split_3\r\nI0709 01:02:46.569900 11133 net.cpp:399] conv5a_t4_pool -> conv5a_t4_pool\r\nI0709 01:02:46.570389 11133 net.cpp:141] Setting up conv5a_t4_pool\r\nI0709 01:02:46.570425 11133 net.cpp:148] Top shape: 32 1280 8 8 (2621440)\r\nI0709 01:02:46.570430 11133 net.cpp:156] Memory required for data: 5197547008\r\nI0709 01:02:46.570436 11133 layer_factory.hpp:77] Creating layer conv5a_t4_1x1\r\nI0709 01:02:46.570454 11133 net.cpp:91] Creating Layer conv5a_t4_1x1\r\nI0709 01:02:46.570463 11133 net.cpp:425] conv5a_t4_1x1 <- conv5a_t4_pool\r\nI0709 01:02:46.570570 11133 net.cpp:399] conv5a_t4_1x1 -> conv5a_t4_1x1\r\nI0709 01:02:46.584929 11133 net.cpp:141] Setting up conv5a_t4_1x1\r\nI0709 01:02:46.584985 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.584990 11133 net.cpp:156] Memory required for data: 5199119872\r\nI0709 01:02:46.585001 11133 layer_factory.hpp:77] Creating layer conv5a_t4_1x1/bn\r\nI0709 01:02:46.585016 11133 net.cpp:91] Creating Layer conv5a_t4_1x1/bn\r\nI0709 01:02:46.585023 11133 net.cpp:425] conv5a_t4_1x1/bn <- conv5a_t4_1x1\r\nI0709 01:02:46.585038 11133 net.cpp:399] conv5a_t4_1x1/bn -> conv5a_t4_1x1/bn\r\nI0709 01:02:46.585374 11133 net.cpp:141] Setting up conv5a_t4_1x1/bn\r\nI0709 01:02:46.585391 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.585397 11133 net.cpp:156] Memory required for data: 5200692736\r\nI0709 01:02:46.585417 11133 layer_factory.hpp:77] Creating layer relu5a_t4_1x1\r\nI0709 01:02:46.585444 11133 net.cpp:91] Creating Layer relu5a_t4_1x1\r\nI0709 01:02:46.585459 11133 net.cpp:425] relu5a_t4_1x1 <- conv5a_t4_1x1/bn\r\nI0709 01:02:46.585472 11133 net.cpp:386] relu5a_t4_1x1 -> conv5a_t4_1x1/bn (in-place)\r\nI0709 01:02:46.586277 11133 net.cpp:141] Setting up relu5a_t4_1x1\r\nI0709 01:02:46.586304 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.586311 11133 net.cpp:156] Memory required for data: 5202265600\r\nI0709 01:02:46.586321 11133 layer_factory.hpp:77] Creating layer inception_5a\r\nI0709 01:02:46.586344 11133 net.cpp:91] Creating Layer inception_5a\r\nI0709 01:02:46.586359 11133 net.cpp:425] inception_5a <- conv5a_t1_1x1/bn\r\nI0709 01:02:46.586371 11133 net.cpp:425] inception_5a <- conv5a_t2_1x3/bn\r\nI0709 01:02:46.586385 11133 net.cpp:425] inception_5a <- conv5a_t2_3x1/bn\r\nI0709 01:02:46.586393 11133 net.cpp:425] inception_5a <- conv5a_t3_1x3/bn\r\nI0709 01:02:46.586402 11133 net.cpp:425] inception_5a <- conv5a_t3_3x1/bn\r\nI0709 01:02:46.586410 11133 net.cpp:425] inception_5a <- conv5a_t4_1x1/bn\r\nI0709 01:02:46.586423 11133 net.cpp:399] inception_5a -> inception_5a\r\nI0709 01:02:46.586508 11133 net.cpp:141] Setting up inception_5a\r\nI0709 01:02:46.586521 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.586529 11133 net.cpp:156] Memory required for data: 5219042816\r\nI0709 01:02:46.586535 11133 layer_factory.hpp:77] Creating layer inception_5a_inception_5a_0_split\r\nI0709 01:02:46.586554 11133 net.cpp:91] Creating Layer inception_5a_inception_5a_0_split\r\nI0709 01:02:46.586561 11133 net.cpp:425] inception_5a_inception_5a_0_split <- inception_5a\r\nI0709 01:02:46.586575 11133 net.cpp:399] inception_5a_inception_5a_0_split -> inception_5a_inception_5a_0_split_0\r\nI0709 01:02:46.586591 11133 net.cpp:399] inception_5a_inception_5a_0_split -> inception_5a_inception_5a_0_split_1\r\nI0709 01:02:46.586606 11133 net.cpp:399] inception_5a_inception_5a_0_split -> inception_5a_inception_5a_0_split_2\r\nI0709 01:02:46.586621 11133 net.cpp:399] inception_5a_inception_5a_0_split -> inception_5a_inception_5a_0_split_3\r\nI0709 01:02:46.586719 11133 net.cpp:141] Setting up inception_5a_inception_5a_0_split\r\nI0709 01:02:46.586731 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.586755 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.586765 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.586774 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.586781 11133 net.cpp:156] Memory required for data: 5286151680\r\nI0709 01:02:46.586789 11133 layer_factory.hpp:77] Creating layer conv5b_t1_1x1\r\nI0709 01:02:46.586823 11133 net.cpp:91] Creating Layer conv5b_t1_1x1\r\nI0709 01:02:46.586832 11133 net.cpp:425] conv5b_t1_1x1 <- inception_5a_inception_5a_0_split_0\r\nI0709 01:02:46.586846 11133 net.cpp:399] conv5b_t1_1x1 -> conv5b_t1_1x1\r\nI0709 01:02:46.612138 11133 net.cpp:141] Setting up conv5b_t1_1x1\r\nI0709 01:02:46.612186 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.612192 11133 net.cpp:156] Memory required for data: 5288773120\r\nI0709 01:02:46.612208 11133 layer_factory.hpp:77] Creating layer conv5b_t1_1x1/bn\r\nI0709 01:02:46.612233 11133 net.cpp:91] Creating Layer conv5b_t1_1x1/bn\r\nI0709 01:02:46.612246 11133 net.cpp:425] conv5b_t1_1x1/bn <- conv5b_t1_1x1\r\nI0709 01:02:46.612258 11133 net.cpp:399] conv5b_t1_1x1/bn -> conv5b_t1_1x1/bn\r\nI0709 01:02:46.612712 11133 net.cpp:141] Setting up conv5b_t1_1x1/bn\r\nI0709 01:02:46.612726 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.612732 11133 net.cpp:156] Memory required for data: 5291394560\r\nI0709 01:02:46.612761 11133 layer_factory.hpp:77] Creating layer relu5b_t1_1x1\r\nI0709 01:02:46.612777 11133 net.cpp:91] Creating Layer relu5b_t1_1x1\r\nI0709 01:02:46.612789 11133 net.cpp:425] relu5b_t1_1x1 <- conv5b_t1_1x1/bn\r\nI0709 01:02:46.612802 11133 net.cpp:386] relu5b_t1_1x1 -> conv5b_t1_1x1/bn (in-place)\r\nI0709 01:02:46.613245 11133 net.cpp:141] Setting up relu5b_t1_1x1\r\nI0709 01:02:46.613261 11133 net.cpp:148] Top shape: 32 320 8 8 (655360)\r\nI0709 01:02:46.613268 11133 net.cpp:156] Memory required for data: 5294016000\r\nI0709 01:02:46.613286 11133 layer_factory.hpp:77] Creating layer conv5b_t2_1x1\r\nI0709 01:02:46.613306 11133 net.cpp:91] Creating Layer conv5b_t2_1x1\r\nI0709 01:02:46.613322 11133 net.cpp:425] conv5b_t2_1x1 <- inception_5a_inception_5a_0_split_1\r\nI0709 01:02:46.613337 11133 net.cpp:399] conv5b_t2_1x1 -> conv5b_t2_1x1\r\nI0709 01:02:46.642680 11133 net.cpp:141] Setting up conv5b_t2_1x1\r\nI0709 01:02:46.642745 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.642752 11133 net.cpp:156] Memory required for data: 5297161728\r\nI0709 01:02:46.642774 11133 layer_factory.hpp:77] Creating layer conv5b_t2_1x1/bn\r\nI0709 01:02:46.642817 11133 net.cpp:91] Creating Layer conv5b_t2_1x1/bn\r\nI0709 01:02:46.642834 11133 net.cpp:425] conv5b_t2_1x1/bn <- conv5b_t2_1x1\r\nI0709 01:02:46.642853 11133 net.cpp:399] conv5b_t2_1x1/bn -> conv5b_t2_1x1/bn\r\nI0709 01:02:46.643286 11133 net.cpp:141] Setting up conv5b_t2_1x1/bn\r\nI0709 01:02:46.643301 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.643306 11133 net.cpp:156] Memory required for data: 5300307456\r\nI0709 01:02:46.643334 11133 layer_factory.hpp:77] Creating layer relu5b_t2_1x1\r\nI0709 01:02:46.643353 11133 net.cpp:91] Creating Layer relu5b_t2_1x1\r\nI0709 01:02:46.643364 11133 net.cpp:425] relu5b_t2_1x1 <- conv5b_t2_1x1/bn\r\nI0709 01:02:46.643376 11133 net.cpp:386] relu5b_t2_1x1 -> conv5b_t2_1x1/bn (in-place)\r\nI0709 01:02:46.643654 11133 net.cpp:141] Setting up relu5b_t2_1x1\r\nI0709 01:02:46.643666 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.643669 11133 net.cpp:156] Memory required for data: 5303453184\r\nI0709 01:02:46.643676 11133 layer_factory.hpp:77] Creating layer conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split\r\nI0709 01:02:46.643685 11133 net.cpp:91] Creating Layer conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split\r\nI0709 01:02:46.643690 11133 net.cpp:425] conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split <- conv5b_t2_1x1/bn\r\nI0709 01:02:46.643697 11133 net.cpp:399] conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split -> conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split_0\r\nI0709 01:02:46.643704 11133 net.cpp:399] conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split -> conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split_1\r\nI0709 01:02:46.643771 11133 net.cpp:141] Setting up conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split\r\nI0709 01:02:46.643779 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.643798 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.643803 11133 net.cpp:156] Memory required for data: 5309744640\r\nI0709 01:02:46.643807 11133 layer_factory.hpp:77] Creating layer conv5b_t2_1x3\r\nI0709 01:02:46.643821 11133 net.cpp:91] Creating Layer conv5b_t2_1x3\r\nI0709 01:02:46.643826 11133 net.cpp:425] conv5b_t2_1x3 <- conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split_0\r\nI0709 01:02:46.643832 11133 net.cpp:399] conv5b_t2_1x3 -> conv5b_t2_1x3\r\nI0709 01:02:46.661375 11133 net.cpp:141] Setting up conv5b_t2_1x3\r\nI0709 01:02:46.661420 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.661424 11133 net.cpp:156] Memory required for data: 5312890368\r\nI0709 01:02:46.661434 11133 layer_factory.hpp:77] Creating layer conv5b_t2_1x3/bn\r\nI0709 01:02:46.661448 11133 net.cpp:91] Creating Layer conv5b_t2_1x3/bn\r\nI0709 01:02:46.661458 11133 net.cpp:425] conv5b_t2_1x3/bn <- conv5b_t2_1x3\r\nI0709 01:02:46.661481 11133 net.cpp:399] conv5b_t2_1x3/bn -> conv5b_t2_1x3/bn\r\nI0709 01:02:46.661866 11133 net.cpp:141] Setting up conv5b_t2_1x3/bn\r\nI0709 01:02:46.661876 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.661891 11133 net.cpp:156] Memory required for data: 5316036096\r\nI0709 01:02:46.661902 11133 layer_factory.hpp:77] Creating layer relu5b_t2_1x3\r\nI0709 01:02:46.661911 11133 net.cpp:91] Creating Layer relu5b_t2_1x3\r\nI0709 01:02:46.661921 11133 net.cpp:425] relu5b_t2_1x3 <- conv5b_t2_1x3/bn\r\nI0709 01:02:46.661938 11133 net.cpp:386] relu5b_t2_1x3 -> conv5b_t2_1x3/bn (in-place)\r\nI0709 01:02:46.662422 11133 net.cpp:141] Setting up relu5b_t2_1x3\r\nI0709 01:02:46.662438 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.662446 11133 net.cpp:156] Memory required for data: 5319181824\r\nI0709 01:02:46.662467 11133 layer_factory.hpp:77] Creating layer conv5b_t2_3x1\r\nI0709 01:02:46.662489 11133 net.cpp:91] Creating Layer conv5b_t2_3x1\r\nI0709 01:02:46.662502 11133 net.cpp:425] conv5b_t2_3x1 <- conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split_1\r\nI0709 01:02:46.662513 11133 net.cpp:399] conv5b_t2_3x1 -> conv5b_t2_3x1\r\nI0709 01:02:46.679366 11133 net.cpp:141] Setting up conv5b_t2_3x1\r\nI0709 01:02:46.679414 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.679420 11133 net.cpp:156] Memory required for data: 5322327552\r\nI0709 01:02:46.679445 11133 layer_factory.hpp:77] Creating layer conv5b_t2_3x1/bn\r\nI0709 01:02:46.679461 11133 net.cpp:91] Creating Layer conv5b_t2_3x1/bn\r\nI0709 01:02:46.679472 11133 net.cpp:425] conv5b_t2_3x1/bn <- conv5b_t2_3x1\r\nI0709 01:02:46.679491 11133 net.cpp:399] conv5b_t2_3x1/bn -> conv5b_t2_3x1/bn\r\nI0709 01:02:46.679880 11133 net.cpp:141] Setting up conv5b_t2_3x1/bn\r\nI0709 01:02:46.679906 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.679914 11133 net.cpp:156] Memory required for data: 5325473280\r\nI0709 01:02:46.679930 11133 layer_factory.hpp:77] Creating layer relu5b_t2_3x1\r\nI0709 01:02:46.679954 11133 net.cpp:91] Creating Layer relu5b_t2_3x1\r\nI0709 01:02:46.679963 11133 net.cpp:425] relu5b_t2_3x1 <- conv5b_t2_3x1/bn\r\nI0709 01:02:46.679975 11133 net.cpp:386] relu5b_t2_3x1 -> conv5b_t2_3x1/bn (in-place)\r\nI0709 01:02:46.680546 11133 net.cpp:141] Setting up relu5b_t2_3x1\r\nI0709 01:02:46.680574 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.680583 11133 net.cpp:156] Memory required for data: 5328619008\r\nI0709 01:02:46.680590 11133 layer_factory.hpp:77] Creating layer conv5b_t3_1x1\r\nI0709 01:02:46.680613 11133 net.cpp:91] Creating Layer conv5b_t3_1x1\r\nI0709 01:02:46.680626 11133 net.cpp:425] conv5b_t3_1x1 <- inception_5a_inception_5a_0_split_2\r\nI0709 01:02:46.680644 11133 net.cpp:399] conv5b_t3_1x1 -> conv5b_t3_1x1\r\nI0709 01:02:46.714756 11133 net.cpp:141] Setting up conv5b_t3_1x1\r\nI0709 01:02:46.714812 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.714820 11133 net.cpp:156] Memory required for data: 5332289024\r\nI0709 01:02:46.714848 11133 layer_factory.hpp:77] Creating layer conv5b_t3_1x1/bn\r\nI0709 01:02:46.714874 11133 net.cpp:91] Creating Layer conv5b_t3_1x1/bn\r\nI0709 01:02:46.714905 11133 net.cpp:425] conv5b_t3_1x1/bn <- conv5b_t3_1x1\r\nI0709 01:02:46.714936 11133 net.cpp:399] conv5b_t3_1x1/bn -> conv5b_t3_1x1/bn\r\nI0709 01:02:46.715394 11133 net.cpp:141] Setting up conv5b_t3_1x1/bn\r\nI0709 01:02:46.715409 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.715416 11133 net.cpp:156] Memory required for data: 5335959040\r\nI0709 01:02:46.715445 11133 layer_factory.hpp:77] Creating layer relu5b_t3_1x1\r\nI0709 01:02:46.715459 11133 net.cpp:91] Creating Layer relu5b_t3_1x1\r\nI0709 01:02:46.715469 11133 net.cpp:425] relu5b_t3_1x1 <- conv5b_t3_1x1/bn\r\nI0709 01:02:46.715482 11133 net.cpp:386] relu5b_t3_1x1 -> conv5b_t3_1x1/bn (in-place)\r\nI0709 01:02:46.715798 11133 net.cpp:141] Setting up relu5b_t3_1x1\r\nI0709 01:02:46.715816 11133 net.cpp:148] Top shape: 32 448 8 8 (917504)\r\nI0709 01:02:46.715822 11133 net.cpp:156] Memory required for data: 5339629056\r\nI0709 01:02:46.715831 11133 layer_factory.hpp:77] Creating layer conv5b_t3_3x3\r\nI0709 01:02:46.715857 11133 net.cpp:91] Creating Layer conv5b_t3_3x3\r\nI0709 01:02:46.715867 11133 net.cpp:425] conv5b_t3_3x3 <- conv5b_t3_1x1/bn\r\nI0709 01:02:46.715878 11133 net.cpp:399] conv5b_t3_3x3 -> conv5b_t3_3x3\r\nI0709 01:02:46.773360 11133 net.cpp:141] Setting up conv5b_t3_3x3\r\nI0709 01:02:46.773401 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.773407 11133 net.cpp:156] Memory required for data: 5342774784\r\nI0709 01:02:46.773432 11133 layer_factory.hpp:77] Creating layer conv5b_t3_3x3/bn\r\nI0709 01:02:46.773448 11133 net.cpp:91] Creating Layer conv5b_t3_3x3/bn\r\nI0709 01:02:46.773459 11133 net.cpp:425] conv5b_t3_3x3/bn <- conv5b_t3_3x3\r\nI0709 01:02:46.773471 11133 net.cpp:399] conv5b_t3_3x3/bn -> conv5b_t3_3x3/bn\r\nI0709 01:02:46.773820 11133 net.cpp:141] Setting up conv5b_t3_3x3/bn\r\nI0709 01:02:46.773833 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.773839 11133 net.cpp:156] Memory required for data: 5345920512\r\nI0709 01:02:46.773865 11133 layer_factory.hpp:77] Creating layer relu5b_t3_3x3\r\nI0709 01:02:46.773881 11133 net.cpp:91] Creating Layer relu5b_t3_3x3\r\nI0709 01:02:46.773892 11133 net.cpp:425] relu5b_t3_3x3 <- conv5b_t3_3x3/bn\r\nI0709 01:02:46.773901 11133 net.cpp:386] relu5b_t3_3x3 -> conv5b_t3_3x3/bn (in-place)\r\nI0709 01:02:46.774309 11133 net.cpp:141] Setting up relu5b_t3_3x3\r\nI0709 01:02:46.774323 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.774330 11133 net.cpp:156] Memory required for data: 5349066240\r\nI0709 01:02:46.774348 11133 layer_factory.hpp:77] Creating layer conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split\r\nI0709 01:02:46.774358 11133 net.cpp:91] Creating Layer conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split\r\nI0709 01:02:46.774366 11133 net.cpp:425] conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split <- conv5b_t3_3x3/bn\r\nI0709 01:02:46.774375 11133 net.cpp:399] conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split -> conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split_0\r\nI0709 01:02:46.774390 11133 net.cpp:399] conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split -> conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split_1\r\nI0709 01:02:46.774463 11133 net.cpp:141] Setting up conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split\r\nI0709 01:02:46.774476 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.774483 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.774488 11133 net.cpp:156] Memory required for data: 5355357696\r\nI0709 01:02:46.774494 11133 layer_factory.hpp:77] Creating layer conv5b_t3_1x3\r\nI0709 01:02:46.774513 11133 net.cpp:91] Creating Layer conv5b_t3_1x3\r\nI0709 01:02:46.774520 11133 net.cpp:425] conv5b_t3_1x3 <- conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split_0\r\nI0709 01:02:46.774533 11133 net.cpp:399] conv5b_t3_1x3 -> conv5b_t3_1x3\r\nI0709 01:02:46.794049 11133 net.cpp:141] Setting up conv5b_t3_1x3\r\nI0709 01:02:46.794095 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.794100 11133 net.cpp:156] Memory required for data: 5358503424\r\nI0709 01:02:46.794113 11133 layer_factory.hpp:77] Creating layer conv5b_t3_1x3/bn\r\nI0709 01:02:46.794147 11133 net.cpp:91] Creating Layer conv5b_t3_1x3/bn\r\nI0709 01:02:46.794157 11133 net.cpp:425] conv5b_t3_1x3/bn <- conv5b_t3_1x3\r\nI0709 01:02:46.794167 11133 net.cpp:399] conv5b_t3_1x3/bn -> conv5b_t3_1x3/bn\r\nI0709 01:02:46.794545 11133 net.cpp:141] Setting up conv5b_t3_1x3/bn\r\nI0709 01:02:46.794555 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.794569 11133 net.cpp:156] Memory required for data: 5361649152\r\nI0709 01:02:46.794579 11133 layer_factory.hpp:77] Creating layer relu5b_t3_1x3\r\nI0709 01:02:46.794586 11133 net.cpp:91] Creating Layer relu5b_t3_1x3\r\nI0709 01:02:46.794590 11133 net.cpp:425] relu5b_t3_1x3 <- conv5b_t3_1x3/bn\r\nI0709 01:02:46.794595 11133 net.cpp:386] relu5b_t3_1x3 -> conv5b_t3_1x3/bn (in-place)\r\nI0709 01:02:46.795048 11133 net.cpp:141] Setting up relu5b_t3_1x3\r\nI0709 01:02:46.795063 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.795078 11133 net.cpp:156] Memory required for data: 5364794880\r\nI0709 01:02:46.795081 11133 layer_factory.hpp:77] Creating layer conv5b_t3_3x1\r\nI0709 01:02:46.795106 11133 net.cpp:91] Creating Layer conv5b_t3_3x1\r\nI0709 01:02:46.795115 11133 net.cpp:425] conv5b_t3_3x1 <- conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split_1\r\nI0709 01:02:46.795135 11133 net.cpp:399] conv5b_t3_3x1 -> conv5b_t3_3x1\r\nI0709 01:02:46.823410 11133 net.cpp:141] Setting up conv5b_t3_3x1\r\nI0709 01:02:46.823467 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.823475 11133 net.cpp:156] Memory required for data: 5367940608\r\nI0709 01:02:46.823571 11133 layer_factory.hpp:77] Creating layer conv5b_t3_3x1/bn\r\nI0709 01:02:46.823617 11133 net.cpp:91] Creating Layer conv5b_t3_3x1/bn\r\nI0709 01:02:46.823640 11133 net.cpp:425] conv5b_t3_3x1/bn <- conv5b_t3_3x1\r\nI0709 01:02:46.823655 11133 net.cpp:399] conv5b_t3_3x1/bn -> conv5b_t3_3x1/bn\r\nI0709 01:02:46.824178 11133 net.cpp:141] Setting up conv5b_t3_3x1/bn\r\nI0709 01:02:46.824204 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.824208 11133 net.cpp:156] Memory required for data: 5371086336\r\nI0709 01:02:46.824218 11133 layer_factory.hpp:77] Creating layer relu5b_t3_3x1\r\nI0709 01:02:46.824225 11133 net.cpp:91] Creating Layer relu5b_t3_3x1\r\nI0709 01:02:46.824231 11133 net.cpp:425] relu5b_t3_3x1 <- conv5b_t3_3x1/bn\r\nI0709 01:02:46.824249 11133 net.cpp:386] relu5b_t3_3x1 -> conv5b_t3_3x1/bn (in-place)\r\nI0709 01:02:46.824555 11133 net.cpp:141] Setting up relu5b_t3_3x1\r\nI0709 01:02:46.824579 11133 net.cpp:148] Top shape: 32 384 8 8 (786432)\r\nI0709 01:02:46.824581 11133 net.cpp:156] Memory required for data: 5374232064\r\nI0709 01:02:46.824596 11133 layer_factory.hpp:77] Creating layer conv5b_t4_pool\r\nI0709 01:02:46.824604 11133 net.cpp:91] Creating Layer conv5b_t4_pool\r\nI0709 01:02:46.824609 11133 net.cpp:425] conv5b_t4_pool <- inception_5a_inception_5a_0_split_3\r\nI0709 01:02:46.824616 11133 net.cpp:399] conv5b_t4_pool -> conv5b_t4_pool\r\nI0709 01:02:46.824704 11133 net.cpp:141] Setting up conv5b_t4_pool\r\nI0709 01:02:46.824713 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.824718 11133 net.cpp:156] Memory required for data: 5391009280\r\nI0709 01:02:46.824724 11133 layer_factory.hpp:77] Creating layer conv5b_t4_1x1\r\nI0709 01:02:46.824734 11133 net.cpp:91] Creating Layer conv5b_t4_1x1\r\nI0709 01:02:46.824739 11133 net.cpp:425] conv5b_t4_1x1 <- conv5b_t4_pool\r\nI0709 01:02:46.824748 11133 net.cpp:399] conv5b_t4_1x1 -> conv5b_t4_1x1\r\nI0709 01:02:46.842293 11133 net.cpp:141] Setting up conv5b_t4_1x1\r\nI0709 01:02:46.842341 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.842346 11133 net.cpp:156] Memory required for data: 5392582144\r\nI0709 01:02:46.842357 11133 layer_factory.hpp:77] Creating layer conv5b_t4_1x1/bn\r\nI0709 01:02:46.842377 11133 net.cpp:91] Creating Layer conv5b_t4_1x1/bn\r\nI0709 01:02:46.842386 11133 net.cpp:425] conv5b_t4_1x1/bn <- conv5b_t4_1x1\r\nI0709 01:02:46.842396 11133 net.cpp:399] conv5b_t4_1x1/bn -> conv5b_t4_1x1/bn\r\nI0709 01:02:46.842742 11133 net.cpp:141] Setting up conv5b_t4_1x1/bn\r\nI0709 01:02:46.842756 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.842759 11133 net.cpp:156] Memory required for data: 5394155008\r\nI0709 01:02:46.842769 11133 layer_factory.hpp:77] Creating layer relu5b_t4_1x1\r\nI0709 01:02:46.842779 11133 net.cpp:91] Creating Layer relu5b_t4_1x1\r\nI0709 01:02:46.842785 11133 net.cpp:425] relu5b_t4_1x1 <- conv5b_t4_1x1/bn\r\nI0709 01:02:46.842805 11133 net.cpp:386] relu5b_t4_1x1 -> conv5b_t4_1x1/bn (in-place)\r\nI0709 01:02:46.843575 11133 net.cpp:141] Setting up relu5b_t4_1x1\r\nI0709 01:02:46.843621 11133 net.cpp:148] Top shape: 32 192 8 8 (393216)\r\nI0709 01:02:46.843624 11133 net.cpp:156] Memory required for data: 5395727872\r\nI0709 01:02:46.843631 11133 layer_factory.hpp:77] Creating layer inception_5b\r\nI0709 01:02:46.843647 11133 net.cpp:91] Creating Layer inception_5b\r\nI0709 01:02:46.843657 11133 net.cpp:425] inception_5b <- conv5b_t1_1x1/bn\r\nI0709 01:02:46.843667 11133 net.cpp:425] inception_5b <- conv5b_t2_1x3/bn\r\nI0709 01:02:46.843673 11133 net.cpp:425] inception_5b <- conv5b_t2_3x1/bn\r\nI0709 01:02:46.843679 11133 net.cpp:425] inception_5b <- conv5b_t3_1x3/bn\r\nI0709 01:02:46.843684 11133 net.cpp:425] inception_5b <- conv5b_t3_3x1/bn\r\nI0709 01:02:46.843691 11133 net.cpp:425] inception_5b <- conv5b_t4_1x1/bn\r\nI0709 01:02:46.843701 11133 net.cpp:399] inception_5b -> inception_5b\r\nI0709 01:02:46.843827 11133 net.cpp:141] Setting up inception_5b\r\nI0709 01:02:46.843840 11133 net.cpp:148] Top shape: 32 2048 8 8 (4194304)\r\nI0709 01:02:46.843847 11133 net.cpp:156] Memory required for data: 5412505088\r\nI0709 01:02:46.843852 11133 layer_factory.hpp:77] Creating layer pool5\r\nI0709 01:02:46.843876 11133 net.cpp:91] Creating Layer pool5\r\nI0709 01:02:46.843883 11133 net.cpp:425] pool5 <- inception_5b\r\nI0709 01:02:46.843891 11133 net.cpp:399] pool5 -> pool5\r\nI0709 01:02:46.844249 11133 net.cpp:141] Setting up pool5\r\nI0709 01:02:46.844262 11133 net.cpp:148] Top shape: 32 2048 1 1 (65536)\r\nI0709 01:02:46.844265 11133 net.cpp:156] Memory required for data: 5412767232\r\nI0709 01:02:46.844269 11133 layer_factory.hpp:77] Creating layer fc_embedding\r\nI0709 01:02:46.844283 11133 net.cpp:91] Creating Layer fc_embedding\r\nI0709 01:02:46.844288 11133 net.cpp:425] fc_embedding <- pool5\r\nI0709 01:02:46.844297 11133 net.cpp:399] fc_embedding -> fc_embedding\r\nI0709 01:02:46.849720 11133 net.cpp:141] Setting up fc_embedding\r\nI0709 01:02:46.849761 11133 net.cpp:148] Top shape: 32 64 (2048)\r\nI0709 01:02:46.849764 11133 net.cpp:156] Memory required for data: 5412775424\r\nI0709 01:02:46.849779 11133 layer_factory.hpp:77] Creating layer loss\r\nI0709 01:02:46.849802 11133 net.cpp:91] Creating Layer loss\r\nI0709 01:02:46.849822 11133 net.cpp:425] loss <- fc_embedding\r\nI0709 01:02:46.849831 11133 net.cpp:425] loss <- label\r\nI0709 01:02:46.849839 11133 net.cpp:399] loss -> loss\r\nI0709 01:02:46.850003 11133 net.cpp:141] Setting up loss\r\nI0709 01:02:46.850011 11133 net.cpp:148] Top shape: (1)\r\nI0709 01:02:46.850014 11133 net.cpp:151]     with loss weight 1\r\nI0709 01:02:46.850080 11133 net.cpp:156] Memory required for data: 5412775428\r\nI0709 01:02:46.850087 11133 net.cpp:217] loss needs backward computation.\r\nI0709 01:02:46.850091 11133 net.cpp:217] fc_embedding needs backward computation.\r\nI0709 01:02:46.850095 11133 net.cpp:217] pool5 needs backward computation.\r\nI0709 01:02:46.850098 11133 net.cpp:217] inception_5b needs backward computation.\r\nI0709 01:02:46.850106 11133 net.cpp:217] relu5b_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850109 11133 net.cpp:217] conv5b_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850113 11133 net.cpp:217] conv5b_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850116 11133 net.cpp:217] conv5b_t4_pool needs backward computation.\r\nI0709 01:02:46.850121 11133 net.cpp:217] relu5b_t3_3x1 needs backward computation.\r\nI0709 01:02:46.850123 11133 net.cpp:217] conv5b_t3_3x1/bn needs backward computation.\r\nI0709 01:02:46.850127 11133 net.cpp:217] conv5b_t3_3x1 needs backward computation.\r\nI0709 01:02:46.850131 11133 net.cpp:217] relu5b_t3_1x3 needs backward computation.\r\nI0709 01:02:46.850136 11133 net.cpp:217] conv5b_t3_1x3/bn needs backward computation.\r\nI0709 01:02:46.850139 11133 net.cpp:217] conv5b_t3_1x3 needs backward computation.\r\nI0709 01:02:46.850143 11133 net.cpp:217] conv5b_t3_3x3/bn_relu5b_t3_3x3_0_split needs backward computation.\r\nI0709 01:02:46.850147 11133 net.cpp:217] relu5b_t3_3x3 needs backward computation.\r\nI0709 01:02:46.850152 11133 net.cpp:217] conv5b_t3_3x3/bn needs backward computation.\r\nI0709 01:02:46.850155 11133 net.cpp:217] conv5b_t3_3x3 needs backward computation.\r\nI0709 01:02:46.850159 11133 net.cpp:217] relu5b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850162 11133 net.cpp:217] conv5b_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850167 11133 net.cpp:217] conv5b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850170 11133 net.cpp:217] relu5b_t2_3x1 needs backward computation.\r\nI0709 01:02:46.850174 11133 net.cpp:217] conv5b_t2_3x1/bn needs backward computation.\r\nI0709 01:02:46.850178 11133 net.cpp:217] conv5b_t2_3x1 needs backward computation.\r\nI0709 01:02:46.850183 11133 net.cpp:217] relu5b_t2_1x3 needs backward computation.\r\nI0709 01:02:46.850186 11133 net.cpp:217] conv5b_t2_1x3/bn needs backward computation.\r\nI0709 01:02:46.850190 11133 net.cpp:217] conv5b_t2_1x3 needs backward computation.\r\nI0709 01:02:46.850195 11133 net.cpp:217] conv5b_t2_1x1/bn_relu5b_t2_1x1_0_split needs backward computation.\r\nI0709 01:02:46.850199 11133 net.cpp:217] relu5b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850203 11133 net.cpp:217] conv5b_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850206 11133 net.cpp:217] conv5b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850210 11133 net.cpp:217] relu5b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850214 11133 net.cpp:217] conv5b_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850217 11133 net.cpp:217] conv5b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850221 11133 net.cpp:217] inception_5a_inception_5a_0_split needs backward computation.\r\nI0709 01:02:46.850226 11133 net.cpp:217] inception_5a needs backward computation.\r\nI0709 01:02:46.850232 11133 net.cpp:217] relu5a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850236 11133 net.cpp:217] conv5a_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850240 11133 net.cpp:217] conv5a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850245 11133 net.cpp:217] conv5a_t4_pool needs backward computation.\r\nI0709 01:02:46.850250 11133 net.cpp:217] relu5a_t3_3x1 needs backward computation.\r\nI0709 01:02:46.850253 11133 net.cpp:217] conv5a_t3_3x1/bn needs backward computation.\r\nI0709 01:02:46.850258 11133 net.cpp:217] conv5a_t3_3x1 needs backward computation.\r\nI0709 01:02:46.850262 11133 net.cpp:217] relu5a_t3_1x3 needs backward computation.\r\nI0709 01:02:46.850265 11133 net.cpp:217] conv5a_t3_1x3/bn needs backward computation.\r\nI0709 01:02:46.850271 11133 net.cpp:217] conv5a_t3_1x3 needs backward computation.\r\nI0709 01:02:46.850275 11133 net.cpp:217] conv5a_t3_3x3/bn_relu5a_t3_3x3_0_split needs backward computation.\r\nI0709 01:02:46.850280 11133 net.cpp:217] relu5a_t3_3x3 needs backward computation.\r\nI0709 01:02:46.850284 11133 net.cpp:217] conv5a_t3_3x3/bn needs backward computation.\r\nI0709 01:02:46.850288 11133 net.cpp:217] conv5a_t3_3x3 needs backward computation.\r\nI0709 01:02:46.850292 11133 net.cpp:217] relu5a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850296 11133 net.cpp:217] conv5a_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850301 11133 net.cpp:217] conv5a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850304 11133 net.cpp:217] relu5a_t2_3x1 needs backward computation.\r\nI0709 01:02:46.850307 11133 net.cpp:217] conv5a_t2_3x1/bn needs backward computation.\r\nI0709 01:02:46.850311 11133 net.cpp:217] conv5a_t2_3x1 needs backward computation.\r\nI0709 01:02:46.850317 11133 net.cpp:217] relu5a_t2_1x3 needs backward computation.\r\nI0709 01:02:46.850319 11133 net.cpp:217] conv5a_t2_1x3/bn needs backward computation.\r\nI0709 01:02:46.850325 11133 net.cpp:217] conv5a_t2_1x3 needs backward computation.\r\nI0709 01:02:46.850329 11133 net.cpp:217] conv5a_t2_1x1/bn_relu5a_t2_1x1_0_split needs backward computation.\r\nI0709 01:02:46.850335 11133 net.cpp:217] relu5a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850338 11133 net.cpp:217] conv5a_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850342 11133 net.cpp:217] conv5a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850347 11133 net.cpp:217] relu5a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850350 11133 net.cpp:217] conv5a_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850354 11133 net.cpp:217] conv5a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850358 11133 net.cpp:217] inception_4e_inception_4e_0_split needs backward computation.\r\nI0709 01:02:46.850363 11133 net.cpp:217] inception_4e needs backward computation.\r\nI0709 01:02:46.850368 11133 net.cpp:217] conv4e_t3_pool needs backward computation.\r\nI0709 01:02:46.850373 11133 net.cpp:217] relu4e_t2_3x3 needs backward computation.\r\nI0709 01:02:46.850376 11133 net.cpp:217] conv4e_t2_3x3/bn needs backward computation.\r\nI0709 01:02:46.850380 11133 net.cpp:217] conv4e_t2_3x3 needs backward computation.\r\nI0709 01:02:46.850384 11133 net.cpp:217] relu4e_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850389 11133 net.cpp:217] conv4e_t2_7x1/bn needs backward computation.\r\nI0709 01:02:46.850394 11133 net.cpp:217] conv4e_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850399 11133 net.cpp:217] relu4e_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850401 11133 net.cpp:217] conv4e_t2_1x7/bn needs backward computation.\r\nI0709 01:02:46.850409 11133 net.cpp:217] conv4e_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850414 11133 net.cpp:217] relu4e_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850430 11133 net.cpp:217] conv4e_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850435 11133 net.cpp:217] conv4e_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850437 11133 net.cpp:217] relu4e_t1_3x3 needs backward computation.\r\nI0709 01:02:46.850442 11133 net.cpp:217] conv4e_t1_3x3/bn needs backward computation.\r\nI0709 01:02:46.850445 11133 net.cpp:217] conv4e_t1_3x3 needs backward computation.\r\nI0709 01:02:46.850450 11133 net.cpp:217] relu4e_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850453 11133 net.cpp:217] conv4e_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850456 11133 net.cpp:217] conv4e_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850461 11133 net.cpp:217] inception_4d_inception_4d_0_split needs backward computation.\r\nI0709 01:02:46.850466 11133 net.cpp:217] inception_4d needs backward computation.\r\nI0709 01:02:46.850471 11133 net.cpp:217] relu4d_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850476 11133 net.cpp:217] conv4d_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850479 11133 net.cpp:217] conv4d_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850484 11133 net.cpp:217] conv4d_t4_pool needs backward computation.\r\nI0709 01:02:46.850488 11133 net.cpp:217] relu4d_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850493 11133 net.cpp:217] conv4d_t3_1x7_2/bn needs backward computation.\r\nI0709 01:02:46.850497 11133 net.cpp:217] conv4d_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850502 11133 net.cpp:217] relu4d_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850504 11133 net.cpp:217] conv4d_t3_7x1_2/bn needs backward computation.\r\nI0709 01:02:46.850509 11133 net.cpp:217] conv4d_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850513 11133 net.cpp:217] relu4d_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850517 11133 net.cpp:217] conv4d_t3_1x7_1/bn needs backward computation.\r\nI0709 01:02:46.850522 11133 net.cpp:217] conv4d_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850525 11133 net.cpp:217] relu4d_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850528 11133 net.cpp:217] conv4d_t3_7x1_1/bn needs backward computation.\r\nI0709 01:02:46.850534 11133 net.cpp:217] conv4d_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850538 11133 net.cpp:217] relu4d_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850541 11133 net.cpp:217] conv4d_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850546 11133 net.cpp:217] conv4d_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850550 11133 net.cpp:217] relu4d_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850553 11133 net.cpp:217] conv4d_t2_7x1/bn needs backward computation.\r\nI0709 01:02:46.850558 11133 net.cpp:217] conv4d_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850563 11133 net.cpp:217] relu4d_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850565 11133 net.cpp:217] conv4d_t2_1x7/bn needs backward computation.\r\nI0709 01:02:46.850570 11133 net.cpp:217] conv4d_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850574 11133 net.cpp:217] relu4d_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850577 11133 net.cpp:217] conv4d_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850582 11133 net.cpp:217] conv4d_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850586 11133 net.cpp:217] relu4d_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850590 11133 net.cpp:217] conv4d_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850594 11133 net.cpp:217] conv4d_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850599 11133 net.cpp:217] inception_4c_inception_4c_0_split needs backward computation.\r\nI0709 01:02:46.850602 11133 net.cpp:217] inception_4c needs backward computation.\r\nI0709 01:02:46.850610 11133 net.cpp:217] relu4c_t4 _1x1 needs backward computation.\r\nI0709 01:02:46.850615 11133 net.cpp:217] conv4c_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850618 11133 net.cpp:217] conv4c_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850623 11133 net.cpp:217] conv4c_t4_pool needs backward computation.\r\nI0709 01:02:46.850627 11133 net.cpp:217] relu4c_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850631 11133 net.cpp:217] conv4c_t3_1x7_2/bn needs backward computation.\r\nI0709 01:02:46.850636 11133 net.cpp:217] conv4c_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850641 11133 net.cpp:217] relu4c_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850643 11133 net.cpp:217] conv4c_t3_7x1_2/bn needs backward computation.\r\nI0709 01:02:46.850648 11133 net.cpp:217] conv4c_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850652 11133 net.cpp:217] relu4c_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850656 11133 net.cpp:217] conv4c_t3_1x7_1/bn needs backward computation.\r\nI0709 01:02:46.850661 11133 net.cpp:217] conv4c_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850666 11133 net.cpp:217] relu4c_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850668 11133 net.cpp:217] conv4c_t3_7x1_1/bn needs backward computation.\r\nI0709 01:02:46.850672 11133 net.cpp:217] conv4c_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850678 11133 net.cpp:217] relu4c_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850682 11133 net.cpp:217] conv4c_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850685 11133 net.cpp:217] conv4c_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850690 11133 net.cpp:217] relu4c_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850695 11133 net.cpp:217] conv4c_t2_7x1/bn needs backward computation.\r\nI0709 01:02:46.850699 11133 net.cpp:217] conv4c_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850703 11133 net.cpp:217] relu4c_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850708 11133 net.cpp:217] conv4c_t2_1x7/bn needs backward computation.\r\nI0709 01:02:46.850711 11133 net.cpp:217] conv4c_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850715 11133 net.cpp:217] relu4c_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850720 11133 net.cpp:217] conv4c_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850723 11133 net.cpp:217] conv4c_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850728 11133 net.cpp:217] relu4c_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850730 11133 net.cpp:217] conv4c_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850734 11133 net.cpp:217] conv4c_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850738 11133 net.cpp:217] inception_4b_inception_4b_0_split needs backward computation.\r\nI0709 01:02:46.850744 11133 net.cpp:217] inception_4b needs backward computation.\r\nI0709 01:02:46.850749 11133 net.cpp:217] relu4b_t4 _1x1 needs backward computation.\r\nI0709 01:02:46.850754 11133 net.cpp:217] conv4b_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850756 11133 net.cpp:217] conv4b_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850760 11133 net.cpp:217] conv4b_t4_pool needs backward computation.\r\nI0709 01:02:46.850765 11133 net.cpp:217] relu4b_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850769 11133 net.cpp:217] conv4b_t3_1x7_2/bn needs backward computation.\r\nI0709 01:02:46.850772 11133 net.cpp:217] conv4b_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850775 11133 net.cpp:217] relu4b_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850780 11133 net.cpp:217] conv4b_t3_7x1_2/bn needs backward computation.\r\nI0709 01:02:46.850783 11133 net.cpp:217] conv4b_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850788 11133 net.cpp:217] relu4b_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850792 11133 net.cpp:217] conv4b_t3_1x7_1/bn needs backward computation.\r\nI0709 01:02:46.850796 11133 net.cpp:217] conv4b_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850800 11133 net.cpp:217] relu4b_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850805 11133 net.cpp:217] conv4b_t3_7x1_1/bn needs backward computation.\r\nI0709 01:02:46.850808 11133 net.cpp:217] conv4b_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850811 11133 net.cpp:217] relu4b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850817 11133 net.cpp:217] conv4b_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850821 11133 net.cpp:217] conv4b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850824 11133 net.cpp:217] relu4b_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850828 11133 net.cpp:217] conv4b_t2_7x1/bn needs backward computation.\r\nI0709 01:02:46.850832 11133 net.cpp:217] conv4b_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850836 11133 net.cpp:217] relu4b_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850839 11133 net.cpp:217] conv4b_t2_1x7/bn needs backward computation.\r\nI0709 01:02:46.850846 11133 net.cpp:217] conv4b_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850848 11133 net.cpp:217] relu4b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850852 11133 net.cpp:217] conv4b_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850855 11133 net.cpp:217] conv4b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850859 11133 net.cpp:217] relu4b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850862 11133 net.cpp:217] conv4b_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850867 11133 net.cpp:217] conv4b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850870 11133 net.cpp:217] inception_4a_inception_4a_0_split needs backward computation.\r\nI0709 01:02:46.850879 11133 net.cpp:217] inception_4a needs backward computation.\r\nI0709 01:02:46.850885 11133 net.cpp:217] relu4a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850889 11133 net.cpp:217] conv4a_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.850893 11133 net.cpp:217] conv4a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.850896 11133 net.cpp:217] conv4a_t4_pool needs backward computation.\r\nI0709 01:02:46.850903 11133 net.cpp:217] relu4a_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850905 11133 net.cpp:217] conv4a_t3_1x7_2/bn needs backward computation.\r\nI0709 01:02:46.850909 11133 net.cpp:217] conv4a_t3_1x7_2 needs backward computation.\r\nI0709 01:02:46.850914 11133 net.cpp:217] relu4a_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850916 11133 net.cpp:217] conv4a_t3_7x1_2/bn needs backward computation.\r\nI0709 01:02:46.850920 11133 net.cpp:217] conv4a_t3_7x1_2 needs backward computation.\r\nI0709 01:02:46.850924 11133 net.cpp:217] relu4a_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850926 11133 net.cpp:217] conv4a_t3_1x7_1/bn needs backward computation.\r\nI0709 01:02:46.850931 11133 net.cpp:217] conv4a_t3_1x7_1 needs backward computation.\r\nI0709 01:02:46.850935 11133 net.cpp:217] relu4a_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850939 11133 net.cpp:217] conv4a_t3_7x1_1/bn needs backward computation.\r\nI0709 01:02:46.850941 11133 net.cpp:217] conv4a_t3_7x1_1 needs backward computation.\r\nI0709 01:02:46.850946 11133 net.cpp:217] relu4a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850950 11133 net.cpp:217] conv4a_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.850953 11133 net.cpp:217] conv4a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.850956 11133 net.cpp:217] relu4a_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850960 11133 net.cpp:217] conv4a_t2_7x1/bn needs backward computation.\r\nI0709 01:02:46.850963 11133 net.cpp:217] conv4a_t2_7x1 needs backward computation.\r\nI0709 01:02:46.850966 11133 net.cpp:217] relu4a_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850970 11133 net.cpp:217] conv4a_t2_1x7/bn needs backward computation.\r\nI0709 01:02:46.850975 11133 net.cpp:217] conv4a_t2_1x7 needs backward computation.\r\nI0709 01:02:46.850980 11133 net.cpp:217] relu4a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850982 11133 net.cpp:217] conv4a_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.850986 11133 net.cpp:217] conv4a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.850991 11133 net.cpp:217] relu4a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.850993 11133 net.cpp:217] conv4a_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.850997 11133 net.cpp:217] conv4a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851001 11133 net.cpp:217] inception_3d_inception_3d_0_split needs backward computation.\r\nI0709 01:02:46.851006 11133 net.cpp:217] inception_3d needs backward computation.\r\nI0709 01:02:46.851011 11133 net.cpp:217] conv3d_t3_pool needs backward computation.\r\nI0709 01:02:46.851016 11133 net.cpp:217] relu3d_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851018 11133 net.cpp:217] conv3d_t2_3x3_2/bn needs backward computation.\r\nI0709 01:02:46.851023 11133 net.cpp:217] conv3d_t2_3x3_2 needs backward computation.\r\nI0709 01:02:46.851027 11133 net.cpp:217] relu3d_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851030 11133 net.cpp:217] conv3d_t2_3x3_1/bn needs backward computation.\r\nI0709 01:02:46.851033 11133 net.cpp:217] conv3d_t2_3x3_1 needs backward computation.\r\nI0709 01:02:46.851040 11133 net.cpp:217] relu3d_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851043 11133 net.cpp:217] conv3d_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.851047 11133 net.cpp:217] conv3d_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851052 11133 net.cpp:217] relu3d_t1_3x3 needs backward computation.\r\nI0709 01:02:46.851055 11133 net.cpp:217] conv3d_t1_3x3/bn needs backward computation.\r\nI0709 01:02:46.851060 11133 net.cpp:217] conv3d_t1_3x3 needs backward computation.\r\nI0709 01:02:46.851063 11133 net.cpp:217] inception_3c_inception_3c_0_split needs backward computation.\r\nI0709 01:02:46.851068 11133 net.cpp:217] inception_3c needs backward computation.\r\nI0709 01:02:46.851073 11133 net.cpp:217] relu3c_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851076 11133 net.cpp:217] conv3c_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.851079 11133 net.cpp:217] conv3c_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851084 11133 net.cpp:217] conv3c_t4_pool needs backward computation.\r\nI0709 01:02:46.851089 11133 net.cpp:217] relu3c_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851092 11133 net.cpp:217] conv3c_t3_3x3_2/bn needs backward computation.\r\nI0709 01:02:46.851095 11133 net.cpp:217] conv3c_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851101 11133 net.cpp:217] relu3c_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851104 11133 net.cpp:217] conv3c_t3_3x3_1/bn needs backward computation.\r\nI0709 01:02:46.851107 11133 net.cpp:217] conv3c_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851111 11133 net.cpp:217] relu3c_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851115 11133 net.cpp:217] conv3c_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.851119 11133 net.cpp:217] conv3c_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851122 11133 net.cpp:217] relu3c_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851126 11133 net.cpp:217] conv3c_t2_5x5/bn needs backward computation.\r\nI0709 01:02:46.851130 11133 net.cpp:217] conv3c_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851135 11133 net.cpp:217] relu3c_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851140 11133 net.cpp:217] conv3c_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.851142 11133 net.cpp:217] conv3c_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851146 11133 net.cpp:217] relu3c_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851151 11133 net.cpp:217] conv3c_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.851155 11133 net.cpp:217] conv3c_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851158 11133 net.cpp:217] inception_3b_inception_3b_0_split needs backward computation.\r\nI0709 01:02:46.851162 11133 net.cpp:217] inception_3b needs backward computation.\r\nI0709 01:02:46.851167 11133 net.cpp:217] relu3b_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851171 11133 net.cpp:217] conv3b_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.851176 11133 net.cpp:217] conv3b_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851179 11133 net.cpp:217] conv3b_t4_pool needs backward computation.\r\nI0709 01:02:46.851183 11133 net.cpp:217] relu3b_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851188 11133 net.cpp:217] conv3b_t3_3x3_2/bn needs backward computation.\r\nI0709 01:02:46.851191 11133 net.cpp:217] conv3b_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851197 11133 net.cpp:217] relu3b_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851200 11133 net.cpp:217] conv3b_t3_3x3_1/bn needs backward computation.\r\nI0709 01:02:46.851203 11133 net.cpp:217] conv3b_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851207 11133 net.cpp:217] relu3b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851212 11133 net.cpp:217] conv3b_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.851217 11133 net.cpp:217] conv3b_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851220 11133 net.cpp:217] relu3b_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851223 11133 net.cpp:217] conv3b_t2_5x5/bn needs backward computation.\r\nI0709 01:02:46.851227 11133 net.cpp:217] conv3b_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851233 11133 net.cpp:217] relu3b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851236 11133 net.cpp:217] conv3b_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.851240 11133 net.cpp:217] conv3b_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851244 11133 net.cpp:217] relu3b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851248 11133 net.cpp:217] conv3b_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.851251 11133 net.cpp:217] conv3b_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851258 11133 net.cpp:217] inception_3a_inception_3a_0_split needs backward computation.\r\nI0709 01:02:46.851261 11133 net.cpp:217] inception_3a needs backward computation.\r\nI0709 01:02:46.851266 11133 net.cpp:217] relu3a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851270 11133 net.cpp:217] conv3a_t4_1x1/bn needs backward computation.\r\nI0709 01:02:46.851274 11133 net.cpp:217] conv3a_t4_1x1 needs backward computation.\r\nI0709 01:02:46.851279 11133 net.cpp:217] conv3a_t4_pool needs backward computation.\r\nI0709 01:02:46.851284 11133 net.cpp:217] relu3a_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851287 11133 net.cpp:217] conv3a_t3_3x3_2/bn needs backward computation.\r\nI0709 01:02:46.851292 11133 net.cpp:217] conv3a_t3_3x3_2 needs backward computation.\r\nI0709 01:02:46.851296 11133 net.cpp:217] relu3a_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851300 11133 net.cpp:217] conv3a_t3_3x3_1/bn needs backward computation.\r\nI0709 01:02:46.851305 11133 net.cpp:217] conv3a_t3_3x3_1 needs backward computation.\r\nI0709 01:02:46.851310 11133 net.cpp:217] relu3a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851313 11133 net.cpp:217] conv3a_t3_1x1/bn needs backward computation.\r\nI0709 01:02:46.851316 11133 net.cpp:217] conv3a_t3_1x1 needs backward computation.\r\nI0709 01:02:46.851321 11133 net.cpp:217] relu3a_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851325 11133 net.cpp:217] conv3a_t2_5x5/bn needs backward computation.\r\nI0709 01:02:46.851330 11133 net.cpp:217] conv3a_t2_5x5 needs backward computation.\r\nI0709 01:02:46.851333 11133 net.cpp:217] relu3a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851336 11133 net.cpp:217] conv3a_t2_1x1/bn needs backward computation.\r\nI0709 01:02:46.851341 11133 net.cpp:217] conv3a_t2_1x1 needs backward computation.\r\nI0709 01:02:46.851344 11133 net.cpp:217] relu3a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851348 11133 net.cpp:217] conv3a_t1_1x1/bn needs backward computation.\r\nI0709 01:02:46.851351 11133 net.cpp:217] conv3a_t1_1x1 needs backward computation.\r\nI0709 01:02:46.851356 11133 net.cpp:217] pool2_pool2_0_split needs backward computation.\r\nI0709 01:02:46.851359 11133 net.cpp:217] pool2 needs backward computation.\r\nI0709 01:02:46.851364 11133 net.cpp:217] relu2_2 needs backward computation.\r\nI0709 01:02:46.851367 11133 net.cpp:217] conv2_2/bn needs backward computation.\r\nI0709 01:02:46.851373 11133 net.cpp:217] conv2_2 needs backward computation.\r\nI0709 01:02:46.851377 11133 net.cpp:217] relu2_1 needs backward computation.\r\nI0709 01:02:46.851382 11133 net.cpp:217] conv2_1/bn needs backward computation.\r\nI0709 01:02:46.851385 11133 net.cpp:217] conv2_1 needs backward computation.\r\nI0709 01:02:46.851389 11133 net.cpp:217] pool1 needs backward computation.\r\nI0709 01:02:46.851394 11133 net.cpp:217] relu1_3 needs backward computation.\r\nI0709 01:02:46.851397 11133 net.cpp:217] conv1_3/bn needs backward computation.\r\nI0709 01:02:46.851402 11133 net.cpp:217] conv1_3 needs backward computation.\r\nI0709 01:02:46.851407 11133 net.cpp:217] relu1_2 needs backward computation.\r\nI0709 01:02:46.851410 11133 net.cpp:217] conv1_2/bn needs backward computation.\r\nI0709 01:02:46.851413 11133 net.cpp:217] conv1_2 needs backward computation.\r\nI0709 01:02:46.851418 11133 net.cpp:217] relu1_1 needs backward computation.\r\nI0709 01:02:46.851423 11133 net.cpp:217] conv1_1/bn needs backward computation.\r\nI0709 01:02:46.851425 11133 net.cpp:217] conv1_1 needs backward computation.\r\nI0709 01:02:46.851431 11133 net.cpp:219] data does not need backward computation.\r\nI0709 01:02:46.851434 11133 net.cpp:261] This network produces output loss\r\nI0709 01:02:46.851634 11133 net.cpp:274] Network initialization done.\r\nI0709 01:02:46.852418 11133 solver.cpp:60] Solver scaffolding done.\r\nI0709 01:02:46.886078 11133 caffe.cpp:129] Finetuning from my_model/inception_v3_bn.caffemodel\r\nI0709 01:02:47.109484 11133 net.cpp:753] Ignoring source layer fc6\r\nI0709 01:02:47.113381 11133 caffe.cpp:219] Starting Optimization\r\nI0709 01:02:47.113420 11133 solver.cpp:279] Solving Inception_v3\r\nI0709 01:02:47.113427 11133 solver.cpp:280] Learning Rate Policy: step\r\nI0709 01:02:48.440316 11133 solver.cpp:228] Iteration 0, loss = 10.109\r\nI0709 01:02:48.440382 11133 solver.cpp:244]     Train net output #0: loss = 10.109 (* 1 = 10.109 loss)\r\nI0709 01:02:48.440412 11133 sgd_solver.cpp:106] Iteration 0, lr = 0.0001\r\nI0709 01:03:04.652514 11133 solver.cpp:228] Iteration 10, loss = 10.397\r\nI0709 01:03:04.652590 11133 solver.cpp:244]     Train net output #0: loss = 10.2073 (* 1 = 10.2073 loss)\r\nI0709 01:03:04.652609 11133 sgd_solver.cpp:106] Iteration 10, lr = 0.0001\r\nI0709 01:03:20.901716 11133 solver.cpp:228] Iteration 20, loss = 8.42639\r\nI0709 01:03:20.901788 11133 solver.cpp:244]     Train net output #0: loss = 6.43946 (* 1 = 6.43946 loss)\r\nI0709 01:03:20.901801 11133 sgd_solver.cpp:106] Iteration 20, lr = 0.0001\r\nI0709 01:03:37.211213 11133 solver.cpp:228] Iteration 30, loss = 9.34991\r\nI0709 01:03:37.211318 11133 solver.cpp:244]     Train net output #0: loss = 4.46042 (* 1 = 4.46042 loss)\r\nI0709 01:03:37.211339 11133 sgd_solver.cpp:106] Iteration 30, lr = 0.0001\r\nI0709 01:03:53.562757 11133 solver.cpp:228] Iteration 40, loss = 7.7986\r\nI0709 01:03:53.562826 11133 solver.cpp:244]     Train net output #0: loss = 10.1724 (* 1 = 10.1724 loss)\r\nI0709 01:03:53.562841 11133 sgd_solver.cpp:106] Iteration 40, lr = 0.0001\r\nI0709 01:04:10.066830 11133 solver.cpp:228] Iteration 50, loss = 6.95103\r\nI0709 01:04:10.066896 11133 solver.cpp:244]     Train net output #0: loss = 8.95961 (* 1 = 8.95961 loss)\r\nI0709 01:04:10.066911 11133 sgd_solver.cpp:106] Iteration 50, lr = 0.0001\r\nI0709 01:04:26.627974 11133 solver.cpp:228] Iteration 60, loss = 5.54376\r\nI0709 01:04:26.628054 11133 solver.cpp:244]     Train net output #0: loss = 8.26915 (* 1 = 8.26915 loss)\r\nI0709 01:04:26.628068 11133 sgd_solver.cpp:106] Iteration 60, lr = 0.0001\r\nI0709 01:04:43.261847 11133 solver.cpp:228] Iteration 70, loss = 3.74283\r\nI0709 01:04:43.261922 11133 solver.cpp:244]     Train net output #0: loss = 3.48495 (* 1 = 3.48495 loss)\r\nI0709 01:04:43.261937 11133 sgd_solver.cpp:106] Iteration 70, lr = 0.0001\r\nI0709 01:04:59.974618 11133 solver.cpp:228] Iteration 80, loss = 4.72402\r\nI0709 01:04:59.974738 11133 solver.cpp:244]     Train net output #0: loss = 4.92223 (* 1 = 4.92223 loss)\r\nI0709 01:04:59.974756 11133 sgd_solver.cpp:106] Iteration 80, lr = 0.0001\r\nI0709 01:05:16.735575 11133 solver.cpp:228] Iteration 90, loss = 4.7314\r\nI0709 01:05:16.735647 11133 solver.cpp:244]     Train net output #0: loss = 5.14019 (* 1 = 5.14019 loss)\r\nI0709 01:05:16.735661 11133 sgd_solver.cpp:106] Iteration 90, lr = 0.0001\r\nI0709 01:05:33.486100 11133 solver.cpp:228] Iteration 100, loss = 4.61307\r\nI0709 01:05:33.486178 11133 solver.cpp:244]     Train net output #0: loss = 1.66395 (* 1 = 1.66395 loss)\r\nI0709 01:05:33.486194 11133 sgd_solver.cpp:106] Iteration 100, lr = 0.0001\r\nI0709 01:05:50.283920 11133 solver.cpp:228] Iteration 110, loss = 4.43357\r\nI0709 01:05:50.284008 11133 solver.cpp:244]     Train net output #0: loss = 2.92868 (* 1 = 2.92868 loss)\r\nI0709 01:05:50.284021 11133 sgd_solver.cpp:106] Iteration 110, lr = 0.0001\r\nI0709 01:06:07.145920 11133 solver.cpp:228] Iteration 120, loss = 4.25572\r\nI0709 01:06:07.145993 11133 solver.cpp:244]     Train net output #0: loss = 8.73296 (* 1 = 8.73296 loss)\r\nI0709 01:06:07.146011 11133 sgd_solver.cpp:106] Iteration 120, lr = 0.0001\r\nI0709 01:06:23.985111 11133 solver.cpp:228] Iteration 130, loss = 4.47847\r\nI0709 01:06:23.985225 11133 solver.cpp:244]     Train net output #0: loss = 8.41924 (* 1 = 8.41924 loss)\r\nI0709 01:06:23.985244 11133 sgd_solver.cpp:106] Iteration 130, lr = 0.0001\r\nI0709 01:06:40.341753 11133 solver.cpp:228] Iteration 140, loss = nan\r\nI0709 01:06:40.341828 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:06:40.341842 11133 sgd_solver.cpp:106] Iteration 140, lr = 0.0001\r\nI0709 01:06:56.209769 11133 solver.cpp:228] Iteration 150, loss = nan\r\nI0709 01:06:56.209900 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:06:56.209921 11133 sgd_solver.cpp:106] Iteration 150, lr = 0.0001\r\nI0709 01:07:12.130107 11133 solver.cpp:228] Iteration 160, loss = nan\r\nI0709 01:07:12.130170 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:07:12.130182 11133 sgd_solver.cpp:106] Iteration 160, lr = 0.0001\r\nI0709 01:07:28.110151 11133 solver.cpp:228] Iteration 170, loss = nan\r\nI0709 01:07:28.110213 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:07:28.110227 11133 sgd_solver.cpp:106] Iteration 170, lr = 0.0001\r\nI0709 01:07:44.054721 11133 solver.cpp:228] Iteration 180, loss = nan\r\nI0709 01:07:44.054816 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:07:44.054836 11133 sgd_solver.cpp:106] Iteration 180, lr = 0.0001\r\nI0709 01:08:00.040534 11133 solver.cpp:228] Iteration 190, loss = nan\r\nI0709 01:08:00.040613 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:08:00.040633 11133 sgd_solver.cpp:106] Iteration 190, lr = 0.0001\r\nI0709 01:08:15.971766 11133 solver.cpp:228] Iteration 200, loss = nan\r\nI0709 01:08:15.971873 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:08:15.971892 11133 sgd_solver.cpp:106] Iteration 200, lr = 0.0001\r\nI0709 01:08:31.938459 11133 solver.cpp:228] Iteration 210, loss = nan\r\nI0709 01:08:31.938560 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:08:31.938577 11133 sgd_solver.cpp:106] Iteration 210, lr = 0.0001\r\nI0709 01:08:47.921591 11133 solver.cpp:228] Iteration 220, loss = nan\r\nI0709 01:08:47.921655 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:08:47.921670 11133 sgd_solver.cpp:106] Iteration 220, lr = 0.0001\r\nI0709 01:09:03.946967 11133 solver.cpp:228] Iteration 230, loss = nan\r\nI0709 01:09:03.947036 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:09:03.947052 11133 sgd_solver.cpp:106] Iteration 230, lr = 0.0001\r\nI0709 01:09:19.973558 11133 solver.cpp:228] Iteration 240, loss = nan\r\nI0709 01:09:19.973639 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:09:19.973654 11133 sgd_solver.cpp:106] Iteration 240, lr = 0.0001\r\nI0709 01:09:35.925717 11133 solver.cpp:228] Iteration 250, loss = nan\r\nI0709 01:09:35.925952 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:09:35.925981 11133 sgd_solver.cpp:106] Iteration 250, lr = 0.0001\r\nI0709 01:09:51.916434 11133 solver.cpp:228] Iteration 260, loss = nan\r\nI0709 01:09:51.916508 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:09:51.916520 11133 sgd_solver.cpp:106] Iteration 260, lr = 0.0001\r\nI0709 01:10:07.882347 11133 solver.cpp:228] Iteration 270, loss = nan\r\nI0709 01:10:07.882422 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:10:07.882436 11133 sgd_solver.cpp:106] Iteration 270, lr = 0.0001\r\nI0709 01:10:23.887603 11133 solver.cpp:228] Iteration 280, loss = nan\r\nI0709 01:10:23.887688 11133 solver.cpp:244]     Train net output #0: loss = nan (* 1 = nan loss)\r\nI0709 01:10:23.887709 11133 sgd_solver.cpp:106] Iteration 280, lr = 0.0001\r\n\r\n```"},"comment":{"url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/comments/231624310","html_url":"https://github.com/rksltnl/Deep-Metric-Learning-CVPR16/issues/3#issuecomment-231624310","issue_url":"https://api.github.com/repos/rksltnl/Deep-Metric-Learning-CVPR16/issues/3","id":231624310,"user":{"login":"BeSlower","id":10535357,"avatar_url":"https://avatars.githubusercontent.com/u/10535357?v=3","gravatar_id":"","url":"https://api.github.com/users/BeSlower","html_url":"https://github.com/BeSlower","followers_url":"https://api.github.com/users/BeSlower/followers","following_url":"https://api.github.com/users/BeSlower/following{/other_user}","gists_url":"https://api.github.com/users/BeSlower/gists{/gist_id}","starred_url":"https://api.github.com/users/BeSlower/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/BeSlower/subscriptions","organizations_url":"https://api.github.com/users/BeSlower/orgs","repos_url":"https://api.github.com/users/BeSlower/repos","events_url":"https://api.github.com/users/BeSlower/events{/privacy}","received_events_url":"https://api.github.com/users/BeSlower/received_events","type":"User","site_admin":false},"created_at":"2016-07-11T01:31:41Z","updated_at":"2016-07-11T01:31:41Z","body":"Thanks for your time."}}
{"actor":{"display_login":"BeSlower"}}