From c4758b41258bb1b98e75914c34ee42a332457a37 Mon Sep 17 00:00:00 2001 From: iramirsina Date: Tue, 18 Jul 2017 13:37:36 -0400 Subject: [PATCH] demo files --- activation | 1 - data/data | 1 - readme_images/demo/asciicast-129202.json | 3182 +++++++++++ readme_images/demo/asciicast-129203.json | 6626 ++++++++++++++++++++++ 4 files changed, 9808 insertions(+), 2 deletions(-) delete mode 120000 activation delete mode 120000 data/data create mode 100644 readme_images/demo/asciicast-129202.json create mode 100644 readme_images/demo/asciicast-129203.json diff --git a/activation b/activation deleted file mode 120000 index 05abfa0..0000000 --- a/activation +++ /dev/null @@ -1 +0,0 @@ -results/activation \ No newline at end of file diff --git a/data/data b/data/data deleted file mode 120000 index adbb97d..0000000 --- a/data/data +++ /dev/null @@ -1 +0,0 @@ -data/ \ No newline at end of file diff --git a/readme_images/demo/asciicast-129202.json b/readme_images/demo/asciicast-129202.json new file 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with activation 1\r\n" + ], + [ + 0.00185, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116637, + "1\r\n" + ], + [ + 0.00444, + "The cropped mouth is detected ...\r\nframe number 57 of 150\r\nwriting frame 58 with activation 1\r\n" + ], + [ + 0.001769, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116092, + "1\r\n" + ], + [ + 0.004473, + "The cropped mouth is detected ...\r\nframe number 58 of 150\r\nwriting frame 59 with activation 1\r\n" + ], + [ + 0.001775, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118358, + "1\r\n" + ], + [ + 0.004459, + "The cropped mouth is detected ...\r\nframe number 59 of 150\r\nwriting frame 60 with activation 1\r\n" + ], + [ + 0.001785, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116795, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\nframe number 60 of 150\r\nwriting frame 61 with activation 1\r\n" + ], + [ + 0.001677, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115902, + "1\r\n" + ], + [ + 0.004471, + "The cropped mouth is detected ...\r\nframe number 61 of 150\r\nwriting frame 62 with activation 1\r\n" + ], + [ + 0.001618, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115659, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\nframe number 62 of 150\r\nwriting frame 63 with activation 1\r\n" + ], + [ + 0.00185, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119319, + "1\r\n" + ], + [ + 0.004493, + "The cropped mouth is detected ...\r\nframe number 63 of 150\r\nwriting frame 64 with activation 1\r\n" + ], + [ + 0.001769, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118137, + "1\r\n" + ], + [ + 0.004474, + "The cropped mouth is detected ...\r\nframe number 64 of 150\r\nwriting frame 65 with activation 1\r\n" + ], + [ + 0.001629, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116022, + "1\r\n" + ], + [ + 0.004469, + "The cropped mouth is detected ...\r\nframe number 65 of 150\r\nwriting frame 66 with activation 1\r\n" + ], + [ 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is detected ...\r\nframe number 70 of 150\r\nwriting frame 71 with activation 1\r\n" + ], + [ + 0.002804, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117808, + "1\r\n" + ], + [ + 0.004471, + "The cropped mouth is detected ...\r\nframe number 71 of 150\r\nwriting frame 72 with activation 1\r\n" + ], + [ + 0.001659, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116444, + "1\r\n" + ], + [ + 0.004483, + "The cropped mouth is detected ...\r\nframe number 72 of 150\r\nwriting frame 73 with activation 1\r\n" + ], + [ + 0.001664, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116654, + "1\r\n" + ], + [ + 0.004531, + "The cropped mouth is detected ...\r\nframe number 73 of 150\r\nwriting frame 74 with activation 1\r\n" + ], + [ + 0.001622, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115295, + "1\r\n" + ], + [ + 0.004479, + "The cropped mouth is detected ...\r\nframe number 74 of 150\r\nwriting frame 75 with activation 1\r\n" + ], + [ + 0.001665, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116794, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\nframe number 75 of 150\r\nwriting frame 76 with activation 1\r\n" + ], + [ + 0.001621, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116515, + "1\r\n" + ], + [ + 0.004748, + "The cropped mouth is detected ...\r\nframe number 76 of 150\r\nwriting frame 77 with activation 1\r\n" + ], + [ + 0.001663, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11625, + "1\r\n" + ], + [ + 0.00449, + "The cropped mouth is detected ...\r\nframe number 77 of 150\r\nwriting frame 78 with activation 1\r\n" + ], + [ + 0.001705, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115373, + "1\r\n" + ], + [ + 0.004479, + "The cropped mouth is detected ...\r\nframe number 78 of 150\r\nwriting frame 79 with activation 1\r\n" + ], + [ + 0.001621, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.121388, + "1\r\n" + ], + [ + 0.004558, + "The cropped mouth is detected ...\r\n" + ], + [ + 2e-05, + "frame number 79 of 150\r\nwriting frame 80 with activation 1\r\n" + ], + [ + 0.001592, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11597, + "1\r\n" + ], + [ + 0.004465, + "The cropped mouth is detected ...\r\nframe number 80 of 150\r\nwriting frame 81 with activation 1\r\n" + ], + [ + 0.001655, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115208, + "1\r\n" + ], + [ + 0.00447, + "The cropped mouth is detected ...\r\nframe number 81 of 150\r\nwriting frame 82 with activation 1\r\n" + ], + [ + 0.001655, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115685, + "1\r\n" + ], + [ + 0.004617, + "The cropped mouth is detected ...\r\nframe number 82 of 150\r\nwriting frame 83 with activation 1\r\n" + ], + [ + 0.001681, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119474, + "1\r\n" + ], + [ + 0.00447, + "The cropped mouth is detected ...\r\nframe number 83 of 150\r\nwriting frame 84 with activation 1\r\n" + ], + [ + 0.00168, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118444, + "1\r\n" + ], + [ + 0.004499, + "The cropped mouth is detected ...\r\nframe number 84 of 150\r\nwriting frame 85 with activation 1\r\n" + ], + [ + 0.001634, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115872, + "1\r\n" + ], + [ + 0.004452, + "The cropped mouth is detected ...\r\nframe number 85 of 150\r\nwriting frame 86 with activation 1\r\n" + ], + [ + 0.001636, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116504, + "1\r\n" + ], + [ + 0.004468, + "The cropped mouth is detected ...\r\nframe number 86 of 150\r\nwriting frame 87 with activation 1\r\n" + ], + [ + 0.001632, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.120517, + "1\r\n" + ], + [ + 0.004487, + "The cropped mouth is detected ...\r\nframe number 87 of 150\r\nwriting frame 88 with activation 1\r\n" + ], + [ + 0.001635, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11558, + "1\r\n" + ], + [ + 0.004493, + "The cropped mouth is detected ...\r\nframe number 88 of 150\r\nwriting frame 89 with activation 1\r\n" + ], + [ + 0.001641, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116657, + "1\r\n" + ], + [ + 0.004495, + "The cropped mouth is detected ...\r\nframe number 89 of 150\r\nwriting frame 90 with activation 1\r\n" + ], + [ + 0.00167, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116134, + "1\r\n" + ], + [ + 0.004462, + "The cropped mouth is detected ...\r\nframe number 90 of 150\r\nwriting frame 91 with activation 1\r\n" + ], + [ + 0.001646, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118231, + "1\r\n" + ], + [ + 0.004466, + "The cropped mouth is detected ...\r\nframe number 91 of 150\r\nwriting frame 92 with activation 1\r\n" + ], + [ + 0.001663, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.121155, + "1\r\n" + ], + [ + 0.004526, + "The cropped mouth is detected ...\r\nframe number 92 of 150\r\nwriting frame 93 with activation 1\r\n" + ], + [ + 0.001666, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116771, + "1\r\n" + ], + [ + 0.004477, + "The cropped mouth is detected ...\r\nframe number 93 of 150\r\nwriting frame 94 with activation 1\r\n" + ], + [ + 0.001656, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116774, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\nframe number 94 of 150\r\nwriting frame 95 with activation 1\r\n" + ], + [ + 0.001657, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.12067, + "1\r\n" + ], + [ + 0.004535, + "The cropped mouth is detected ...\r\n" + ], + [ + 2.2e-05, + "frame number 95 of 150\r\nwriting frame 96 with activation 1\r\n" + ], + [ + 0.001637, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116908, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\nframe number 96 of 150\r\nwriting frame 97 with activation 1\r\n" + ], + [ + 0.001628, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117666, + "1\r\n" + ], + [ + 0.004501, + "The cropped mouth is detected 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480, 3))\r\n" + ], + [ + 0.115752, + "1\r\n" + ], + [ + 0.00457, + "The cropped mouth is detected ...\r\nframe number 102 of 150\r\nwriting frame 103 with activation 1\r\n" + ], + [ + 0.001644, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116205, + "1\r\n" + ], + [ + 0.00448, + "The cropped mouth is detected ...\r\nframe number 103 of 150\r\nwriting frame 104 with activation 1\r\n" + ], + [ + 0.001673, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115444, + "1\r\n" + ], + [ + 0.004528, + "The cropped mouth is detected ...\r\nframe number 104 of 150\r\nwriting frame 105 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115428, + "1\r\n" + ], + [ + 0.004602, + "The cropped mouth is detected ...\r\nframe number 105 of 150\r\nwriting frame 106 with activation 1\r\n" + ], + [ + 0.001644, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119756, + "1\r\n" + ], + [ + 0.004504, + "The cropped mouth is detected ...\r\nframe number 106 of 150\r\nwriting frame 107 with activation 1\r\n" + ], + [ + 0.001706, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117907, + "1\r\n" + ], + [ + 0.00449, + "The cropped mouth is detected ...\r\nframe number 107 of 150\r\nwriting frame 108 with activation 1\r\n" + ], + [ + 0.001652, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115681, + "1\r\n" + ], + [ + 0.004542, + "The cropped mouth is detected ...\r\nframe number 108 of 150\r\nwriting frame 109 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117233, + "1\r\n" + ], + [ + 0.004468, + "The cropped mouth is detected ...\r\nframe number 109 of 150\r\nwriting frame 110 with activation 1\r\n" + ], + [ + 0.00163, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115785, + "1\r\n" + ], + [ + 0.004467, + "The cropped mouth is detected ...\r\nframe number 110 of 150\r\nwriting frame 111 with activation 1\r\n" + ], + [ + 0.001659, + "('frame_shape:', (360, 480, 3))\r\n" + 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...\r\nframe number 124 of 150\r\nwriting frame 125 with activation 1\r\n" + ], + [ + 0.001683, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119873, + "1\r\n" + ], + [ + 0.004498, + "The cropped mouth is detected ...\r\nframe number 125 of 150\r\nwriting frame 126 with activation 1\r\n" + ], + [ + 0.001577, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.121244, + "1\r\n" + ], + [ + 0.004531, + "The cropped mouth is detected ...\r\nframe number 126 of 150\r\nwriting frame 127 with activation 1\r\n" + ], + [ + 0.00159, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116699, + "1\r\n" + ], + [ + 0.004496, + "The cropped mouth is detected ...\r\nframe number 127 of 150\r\nwriting frame 128 with activation 1\r\n" + ], + [ + 0.001698, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11561, + "1\r\n" + ], + [ + 0.004506, + "The cropped mouth is detected ...\r\nframe number 128 of 150\r\nwriting frame 129 with activation 1\r\n" + ], + [ + 0.001639, + "('frame_shape:', 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number 10 of 150\r\nwriting frame 11 with activation 0\r\n" + ], + [ + 0.001673, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.121583, + "0\r\n" + ], + [ + 3.7e-05, + "Mouth is not detectable. ...\r\nframe number 11 of 150\r\nwriting frame 12 with activation 0\r\n" + ], + [ + 0.001691, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118793, + "0\r\n" + ], + [ + 5.5e-05, + "Mouth is not detectable. ...\r\nframe number 12 of 150\r\nwriting frame 13 with activation 0\r\n" + ], + [ + 0.001627, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11794, + "0\r\n" + ], + [ + 3.4e-05, + "Mouth is not detectable. ...\r\nframe number 13 of 150\r\nwriting frame 14 with activation 0\r\n" + ], + [ + 0.001641, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115993, + "0\r\n" + ], + [ + 3.7e-05, + "Mouth is not detectable. ...\r\nframe number 14 of 150\r\nwriting frame 15 with activation 0\r\n" + ], + [ + 0.001622, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116622, + 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Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.\r\n \"This module will be removed in 0.20.\", DeprecationWarning)\r\n" + ], + [ + 0.009764, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/grid_search.py:43: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. This module will be removed in 0.20.\r\n DeprecationWarning)\r\n" + ], + [ + 0.001098, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/lda.py:6: DeprecationWarning: lda.LDA has been moved to discriminant_analysis.LinearDiscriminantAnalysis in 0.17 and will be removed in 0.19\r\n \"in 0.17 and will be removed in 0.19\", DeprecationWarning)\r\n" + ], + [ + 0.000149, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/learning_curve.py:23: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the functions are moved. This module will be removed in 0.20\r\n DeprecationWarning)\r\n" + ], + [ + 0.003187, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/qda.py:6: DeprecationWarning: qda.QDA has been moved to discriminant_analysis.QuadraticDiscriminantAnalysis in 0.17 and will be removed in 0.19.\r\n \"in 0.17 and will be removed in 0.19.\", DeprecationWarning)\r\n" + ], + [ + 4.543606, + "2017-07-16 15:12:09.389301: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 0 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:01:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 10.74GiB\r\n" + ], + [ + 0.263962, + "2017-07-16 15:12:09.653291: W tensorflow/stream_executor/cuda/cuda_driver.cc:521] A non-primary context 0x70616e0 exists before initializing the StreamExecutor. We haven't verified StreamExecutor works with that.\r\n" + ], + [ + 0.000993, + "2017-07-16 15:12:09.654313: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 1 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:02:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 11.75GiB\r\n" + ], + [ + 0.306021, + "2017-07-16 15:12:09.960310: W tensorflow/stream_executor/cuda/cuda_driver.cc:521] A non-primary context 0x7065510 exists before initializing the StreamExecutor. We haven't verified StreamExecutor works with that.\r\n" + ], + [ + 0.001062, + "2017-07-16 15:12:09.961400: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 2 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:03:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 11.75GiB\r\n" + ], + [ + 0.002928, + "2017-07-16 15:12:09.964339: I tensorflow/core/common_runtime/gpu/gpu_device.cc:928] DMA: 0 1 2 \r\n2017-07-16 15:12:09.964358: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 0: Y Y Y \r\n2017-07-16 15:12:09.964363: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 1: Y Y Y \r\n2017-07-16 15:12:09.964377: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 2: Y Y Y \r\n2017-07-16 15:12:09.964386: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:0) -> (device: 0, name: TITAN X (Pascal), pci bus id: 0000:01:00.0)\r\n2017-07-16 15:12:09.964393: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:1) -> (device: 1, name: TITAN X (Pascal), pci bus id: 0000:02:00.0)\r\n2017-07-16 15:12:09.964400: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:2) -> (device: 2, name: TITAN X (Pascal), pci bus id: 0000:03:00.0)\r\n" + ], + [ + 3.12025, + "Epoch 1, Minibatch 1 of 62 , Minibatch Loss= 2074.814453, EER= 0.37500, AUC= 0.50000, AP= 0.49827, contrib = 16 pairs\r\n" + ], + [ + 0.091276, + "Epoch 1, Minibatch 2 of 62 , Minibatch Loss= 1708.857178, EER= 0.57143, AUC= 0.65079, AP= 0.68249, contrib = 16 pairs\r\n" + ], + [ + 0.097409, + "Epoch 1, Minibatch 3 of 62 , Minibatch Loss= 1546.399414, EER= 0.42857, AUC= 0.52381, AP= 0.65262, contrib = 16 pairs\r\n" + ], + [ + 0.099358, + "Epoch 1, Minibatch 4 of 62 , Minibatch Loss= 1396.529175, EER= 0.42857, AUC= 0.52381, AP= 0.69840, contrib = 16 pairs\r\n" + ], + [ + 0.092827, + "Epoch 1, Minibatch 5 of 62 , Minibatch Loss= 1470.563599, EER= 0.44444, AUC= 0.63492, AP= 0.64055, contrib = 16 pairs\r\n" + ], + [ + 0.055283, + "2017-07-16 15:12:13.520690: I tensorflow/core/common_runtime/gpu/pool_allocator.cc:247] PoolAllocator: After 1795 get requests, put_count=1635 evicted_count=1000 eviction_rate=0.611621 and unsatisfied allocation rate=0.70195\r\n2017-07-16 15:12:13.520736: I tensorflow/core/common_runtime/gpu/pool_allocator.cc:259] Raising pool_size_limit_ from 100 to 110\r\n" + ], + [ + 0.03845, + "Epoch 1, Minibatch 6 of 62 , Minibatch Loss= 1171.640381, EER= 0.33333, AUC= 0.63333, AP= 0.77079, contrib = 16 pairs\r\n" + ], + [ + 0.095508, + "Epoch 1, Minibatch 7 of 62 , Minibatch Loss= 1281.671875, EER= 0.75000, AUC= 0.26562, AP= 0.36643, contrib = 16 pairs\r\n" + ], + [ + 0.096331, + "Epoch 1, Minibatch 8 of 62 , Minibatch Loss= 1315.793457, EER= 0.42857, AUC= 0.46032, AP= 0.49945, contrib = 16 pairs\r\n" + ], + [ + 0.100978, + "Epoch 1, Minibatch 9 of 62 , Minibatch Loss= 1161.283691, EER= 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Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.\r\n \"This module will be removed in 0.20.\", DeprecationWarning)\r\n" + ], + [ + 0.009618, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/grid_search.py:43: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. This module will be removed in 0.20.\r\n DeprecationWarning)\r\n" + ], + [ + 0.001219, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/lda.py:6: DeprecationWarning: lda.LDA has been moved to discriminant_analysis.LinearDiscriminantAnalysis in 0.17 and will be removed in 0.19\r\n \"in 0.17 and will be removed in 0.19\", DeprecationWarning)\r\n" + ], + [ + 0.000119, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/learning_curve.py:23: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the functions are moved. This module will be removed in 0.20\r\n DeprecationWarning)\r\n" + ], + [ + 0.003385, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/sklearn/qda.py:6: DeprecationWarning: qda.QDA has been moved to discriminant_analysis.QuadraticDiscriminantAnalysis in 0.17 and will be removed in 0.19.\r\n \"in 0.17 and will be removed in 0.19.\", DeprecationWarning)\r\n" + ], + [ + 4.380745, + "2017-07-16 15:12:27.819313: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 0 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:01:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 10.74GiB\r\n" + ], + [ + 0.260891, + "2017-07-16 15:12:28.080172: W tensorflow/stream_executor/cuda/cuda_driver.cc:521] A non-primary context 0x64d71d0 exists before initializing the StreamExecutor. We haven't verified StreamExecutor works with that.\r\n" + ], + [ + 0.000968, + "2017-07-16 15:12:28.081139: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 1 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:02:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 11.75GiB\r\n" + ], + [ + 0.264529, + "2017-07-16 15:12:28.345692: W tensorflow/stream_executor/cuda/cuda_driver.cc:521] A non-primary context 0x64daff0 exists before initializing the StreamExecutor. We haven't verified StreamExecutor works with that.\r\n" + ], + [ + 0.001007, + "2017-07-16 15:12:28.346727: I tensorflow/core/common_runtime/gpu/gpu_device.cc:907] Found device 2 with properties: \r\nname: TITAN X (Pascal)\r\nmajor: 6 minor: 1 memoryClockRate (GHz) 1.531\r\npciBusID 0000:03:00.0\r\nTotal memory: 11.90GiB\r\nFree memory: 11.75GiB\r\n" + ], + [ + 0.002707, + "2017-07-16 15:12:28.349423: I tensorflow/core/common_runtime/gpu/gpu_device.cc:928] DMA: 0 1 2 \r\n2017-07-16 15:12:28.349443: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 0: Y Y Y \r\n2017-07-16 15:12:28.349447: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 1: Y Y Y \r\n2017-07-16 15:12:28.349450: I tensorflow/core/common_runtime/gpu/gpu_device.cc:938] 2: Y Y Y \r\n2017-07-16 15:12:28.349458: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:0) -> (device: 0, name: TITAN X (Pascal), pci bus id: 0000:01:00.0)\r\n2017-07-16 15:12:28.349462: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:1) -> (device: 1, name: TITAN X (Pascal), pci bus id: 0000:02:00.0)\r\n2017-07-16 15:12:28.349476: I tensorflow/core/common_runtime/gpu/gpu_device.cc:997] Creating TensorFlow device (/gpu:2) -> (device: 2, name: TITAN X (Pascal), pci bus id: 0000:03:00.0)\r\n" + ], + [ + 1.080542, + "INFO:tensorflow:Restoring parameters from results/TRAIN_CNN_3D/train_logs-62\r\n" + ], + [ + 1.673468, + "TESTING:, Minibatch 1 of 7 \r\n" + ], + [ + 0.1381, + "TESTING:, Minibatch 2 of 7 \r\n" + ], + [ + 0.135197, + "TESTING:, Minibatch 3 of 7 \r\n" + ], + [ + 0.136072, + "TESTING:, Minibatch 4 of 7 \r\n" + ], + [ + 0.135272, + "TESTING:, Minibatch 5 of 7 \r\n" + ], + [ + 0.133328, + "TESTING:, Minibatch 6 of 7 \r\n" + ], + [ + 0.135653, + "TESTING:, Minibatch 7 of 7 \r\n" + ], + [ + 0.022843, + "TESTING:, EER= [ 0.51354797], AUC= [ 0.47791047], AP= [ 0.48856928]\r\n" + ], + [ + 0.7977, + "ln: failed to create symbolic link ‘dlib/data’: File exists\r\n" + ], + [ + 0.000992, + "mkdir: cannot create directory ‘results’: File exists\r\n" + ], + [ + 0.288199, + "/home/sina/anaconda/envs/tensorflow/lib/python2.7/site-packages/skvideo/__init__.py:356: UserWarning: avconv/avprobe not found in path: \r\n warnings.warn(\"avconv/avprobe not found in path: \" + str(path), UserWarning)\r\n" + ], + [ + 1.043832, + "(266, 360, 480, 3)\r\n" + ], + [ + 0.035225, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.132617, + "0\r\n" + ], + [ + 6.4e-05, + "Mouth is not detectable. ...\r\nframe number 0 of 150\r\nwriting frame 1 with activation 0\r\n" + ], + [ + 0.009684, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.132333, + "0\r\n" + ], + [ + 3.1e-05, + "Mouth is not detectable. ...\r\nframe number 1 of 150\r\nwriting frame 2 with activation 0\r\n" + ], + [ + 0.001859, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119532, + "0\r\n" + ], + [ + 2.9e-05, + "Mouth is not detectable. ...\r\nframe number 2 of 150\r\nwriting frame 3 with activation 0\r\n" + ], + [ + 0.001735, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115836, + "0\r\n" + ], + [ + 2.9e-05, + "Mouth is not detectable. ...\r\nframe number 3 of 150\r\nwriting frame 4 with activation 0\r\n" + ], + [ + 0.001618, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114256, + "0\r\n" + ], + [ + 3e-05, + "Mouth is not detectable. ...\r\nframe number 4 of 150\r\nwriting frame 5 with activation 0\r\n" + ], + [ + 0.0016, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114002, + "0\r\n" + ], + [ + 6.1e-05, + "Mouth is not detectable. ...\r\nframe number 5 of 150\r\nwriting frame 6 with activation 0\r\n" + ], + [ + 0.001589, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115046, + "0\r\n" + ], + [ + 3.9e-05, + "Mouth is not detectable. ...\r\nframe number 6 of 150\r\nwriting frame 7 with activation 0\r\n" + ], + [ + 0.001672, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116219, + "0\r\n" + ], + [ + 3.6e-05, + "Mouth is not detectable. ...\r\nframe number 7 of 150\r\nwriting frame 8 with activation 0\r\n" + ], + [ + 0.001624, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11809, + "0\r\n" + ], + [ + 4.1e-05, + "Mouth is not detectable. ...\r\nframe number 8 of 150\r\nwriting frame 9 with activation 0\r\n" + ], + [ + 0.001546, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113488, + "0\r\n" + ], + [ + 4.7e-05, + "Mouth is not detectable. ...\r\nframe number 9 of 150\r\nwriting frame 10 with activation 0\r\n" + ], + [ + 0.001595, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113434, + "0\r\n" + ], + [ + 4e-05, + "Mouth is not detectable. ...\r\nframe number 10 of 150\r\nwriting frame 11 with activation 0\r\n" + ], + [ + 0.001659, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115162, + "0\r\n" + ], + [ + 3.3e-05, + "Mouth is not detectable. ...\r\nframe number 11 of 150\r\nwriting frame 12 with activation 0\r\n" + ], + [ + 0.001605, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114103, + "0\r\n" + ], + [ + 4.2e-05, + "Mouth is not detectable. ...\r\nframe number 12 of 150\r\nwriting frame 13 with activation 0\r\n" + ], + [ + 0.001543, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114505, + "0\r\n" + ], + [ + 3.7e-05, + "Mouth is not detectable. ...\r\nframe number 13 of 150\r\nwriting frame 14 with activation 0\r\n" + ], + [ + 0.001587, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113477, + "0\r\n" + ], + [ + 4e-05, + "Mouth is not detectable. ...\r\nframe number 14 of 150\r\nwriting frame 15 with activation 0\r\n" + ], + [ + 0.001584, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11668, + "0\r\n" + ], + [ + 5.1e-05, + "Mouth is not detectable. ...\r\nframe number 15 of 150\r\nwriting frame 16 with activation 0\r\n" + ], + [ + 0.001567, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115999, + "0\r\n" + ], + [ + 4e-05, + "Mouth is not detectable. ...\r\nframe number 16 of 150\r\nwriting frame 17 with activation 0\r\n" + ], + [ + 0.001743, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117937, + "0\r\n" + ], + [ + 5.2e-05, + "Mouth is not detectable. ...\r\nframe number 17 of 150\r\nwriting frame 18 with activation 0\r\n" + ], + [ + 0.001608, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115229, + "0\r\n" + ], + [ + 3.8e-05, + "Mouth is not detectable. ...\r\nframe number 18 of 150\r\nwriting frame 19 with activation 0\r\n" + ], + [ + 0.001552, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118205, + "0\r\n" + ], + [ + 4.2e-05, + "Mouth is not detectable. ...\r\nframe number 19 of 150\r\nwriting frame 20 with activation 0\r\n" + ], + [ + 0.001563, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118512, + "0\r\n" + ], + [ + 3.2e-05, + "Mouth is not detectable. ...\r\nframe number 20 of 150\r\nwriting frame 21 with activation 0\r\n" + ], + [ + 0.001649, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115769, + "0\r\n" + ], + [ + 4.2e-05, + "Mouth is not detectable. ...\r\nframe number 21 of 150\r\nwriting frame 22 with activation 0\r\n" + ], + [ + 0.001564, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113638, + "0\r\n" + ], + [ + 3.2e-05, + "Mouth is not detectable. ...\r\nframe number 22 of 150\r\nwriting frame 23 with activation 0\r\n" + ], + [ + 0.001556, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116865, + "0\r\n" + ], + [ + 3.8e-05, + "Mouth is not detectable. ...\r\nframe number 23 of 150\r\nwriting frame 24 with activation 0\r\n" + ], + [ + 0.001594, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114056, + "0\r\n" + ], + [ + 3.1e-05, + "Mouth is not detectable. ...\r\nframe number 24 of 150\r\nwriting frame 25 with activation 0\r\n" + ], + [ + 0.001757, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113174, + "0\r\n" + ], + [ + 3.1e-05, + "Mouth is not detectable. ...\r\nframe number 25 of 150\r\nwriting frame 26 with activation 0\r\n" + ], + [ + 0.001595, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115246, + "0\r\n" + ], + [ + 3.6e-05, + "Mouth is not detectable. ...\r\nframe number 26 of 150\r\nwriting frame 27 with activation 0\r\n" + ], + [ + 0.00166, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114655, + "0\r\n" + ], + [ + 2.7e-05, + "Mouth is not detectable. ...\r\nframe number 27 of 150\r\nwriting frame 28 with activation 0\r\n" + ], + [ + 0.001657, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113353, + "1\r\n" + ], + [ + 0.360166, + "The cropped mouth is detected ...\r\nframe number 28 of 150\r\nwriting frame 29 with activation 1\r\n" + ], + [ + 0.001796, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117385, + "1\r\n" + ], + [ + 0.004471, + "The cropped mouth is detected ...\r\nframe number 29 of 150\r\nwriting frame 30 with activation 1\r\n" + ], + [ + 0.001652, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116242, + "1\r\n" + ], + [ + 0.004455, + "The cropped mouth is detected ...\r\nframe number 30 of 150\r\nwriting frame 31 with activation 1\r\n" + ], + [ + 0.001647, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114216, + "1\r\n" + ], + [ + 0.004485, + "The cropped mouth is detected ...\r\nframe number 31 of 150\r\nwriting frame 32 with activation 1\r\n" + ], + [ + 0.001603, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11733, + "1\r\n" + ], + [ + 0.004497, + "The cropped mouth is detected ...\r\nframe number 32 of 150\r\nwriting frame 33 with activation 1\r\n" + ], + [ + 0.001615, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113951, + "1\r\n" + ], + [ + 0.004483, + "The cropped mouth is detected ...\r\nframe number 33 of 150\r\nwriting frame 34 with activation 1\r\n" + ], + [ + 0.001658, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113947, + "1\r\n" + ], + [ + 0.004458, + "The cropped mouth is detected ...\r\nframe number 34 of 150\r\nwriting frame 35 with activation 1\r\n" + ], + [ + 0.001616, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113812, + "1\r\n" + ], + [ + 0.004479, + "The cropped mouth is detected ...\r\nframe number 35 of 150\r\nwriting frame 36 with activation 1\r\n" + ], + [ + 0.001617, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116859, + "1\r\n" + ], + [ + 0.004462, + "The cropped mouth is detected ...\r\nframe number 36 of 150\r\nwriting frame 37 with activation 1\r\n" + ], + [ + 0.001652, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117004, + "1\r\n" + ], + [ + 0.004438, + "The cropped mouth is detected ...\r\nframe number 37 of 150\r\nwriting frame 38 with activation 1\r\n" + ], + [ + 0.001602, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115508, + "1\r\n" + ], + [ + 0.004452, + "The cropped mouth is detected ...\r\nframe number 38 of 150\r\nwriting frame 39 with activation 1\r\n" + ], + [ + 0.001781, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114154, + "1\r\n" + ], + [ + 0.004475, + "The cropped mouth is detected ...\r\nframe number 39 of 150\r\nwriting frame 40 with activation 1\r\n" + ], + [ + 0.001756, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114157, + "1\r\n" + ], + [ + 0.004524, + "The cropped mouth is detected ...\r\nframe number 40 of 150\r\nwriting frame 41 with activation 1\r\n" + ], + [ + 0.001575, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.113346, + "1\r\n" + ], + [ + 0.004442, + "The cropped mouth is detected ...\r\nframe number 41 of 150\r\nwriting frame 42 with activation 1\r\n" + ], + [ + 0.001642, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119804, + "1\r\n" + ], + [ + 0.004436, + "The cropped mouth is detected ...\r\nframe number 42 of 150\r\nwriting frame 43 with activation 1\r\n" + ], + [ + 0.001681, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115906, + "1\r\n" + ], + [ + 0.004594, + "The cropped mouth is detected ...\r\nframe number 43 of 150\r\nwriting frame 44 with activation 1\r\n" + ], + [ + 0.00163, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115452, + "1\r\n" + ], + [ + 0.00444, + "The cropped mouth is detected ...\r\nframe number 44 of 150\r\nwriting frame 45 with activation 1\r\n" + ], + [ + 0.00161, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116308, + "1\r\n" + ], + [ + 0.004549, + "The cropped mouth is detected ...\r\nframe number 45 of 150\r\nwriting frame 46 with activation 1\r\n" + ], + [ + 0.001768, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117319, + "1\r\n" + ], + [ + 0.004469, + "The cropped mouth is detected ...\r\nframe number 46 of 150\r\nwriting frame 47 with activation 1\r\n" + ], + [ + 0.001648, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115624, + "1\r\n" + ], + [ + 0.004511, + "The cropped mouth is detected ...\r\nframe number 47 of 150\r\nwriting frame 48 with activation 1\r\n" + ], + [ + 0.001605, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117231, + "1\r\n" + ], + [ + 0.004458, + "The cropped mouth is detected ...\r\nframe number 48 of 150\r\nwriting frame 49 with activation 1\r\n" + ], + [ + 0.001842, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11457, + "1\r\n" + ], + [ + 0.004448, + "The cropped mouth is detected ...\r\nframe number 49 of 150\r\nwriting frame 50 with activation 1\r\n" + ], + [ + 0.00175, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117849, + "1\r\n" + ], + [ + 0.004489, + "The cropped mouth is detected ...\r\nframe number 50 of 150\r\nwriting frame 51 with activation 1\r\n" + ], + [ + 0.001819, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115641, + "1\r\n" + ], + [ + 0.004436, + "The cropped mouth is detected ...\r\nframe number 51 of 150\r\nwriting frame 52 with activation 1\r\n" + ], + [ + 0.001793, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114904, + "1\r\n" + ], + [ + 0.004452, + "The cropped mouth is detected ...\r\nframe number 52 of 150\r\nwriting frame 53 with activation 1\r\n" + ], + [ + 0.001803, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119574, + "1\r\n" + ], + [ + 0.004472, + "The cropped mouth is detected ...\r\nframe number 53 of 150\r\nwriting frame 54 with activation 1\r\n" + ], + [ + 0.001753, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117685, + "1\r\n" + ], + [ + 0.004423, + "The cropped mouth is detected ...\r\nframe number 54 of 150\r\nwriting frame 55 with activation 1\r\n" + ], + [ + 0.001842, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116829, + "1\r\n" + ], + [ + 0.004457, + "The cropped mouth is detected ...\r\nframe number 55 of 150\r\nwriting frame 56 with activation 1\r\n" + ], + [ + 0.001751, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11701, + "1\r\n" + ], + [ + 0.004529, + "The cropped mouth is detected ...\r\nframe number 56 of 150\r\nwriting frame 57 with activation 1\r\n" + ], + [ + 0.001784, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116444, + "1\r\n" + ], + [ + 0.005181, + "The cropped mouth is detected ...\r\nframe number 57 of 150\r\nwriting frame 58 with activation 1\r\n" + ], + [ + 0.00179, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118892, + "1\r\n" + ], + [ + 0.004435, + "The cropped mouth is detected ...\r\nframe number 58 of 150\r\nwriting frame 59 with activation 1\r\n" + ], + [ + 0.001825, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118361, + "1\r\n" + ], + [ + 0.00442, + "The cropped mouth is detected ...\r\nframe number 59 of 150\r\nwriting frame 60 with activation 1\r\n" + ], + [ + 0.001731, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115959, + "1\r\n" + ], + [ + 0.004488, + "The cropped mouth is detected ...\r\nframe number 60 of 150\r\nwriting frame 61 with activation 1\r\n" + ], + [ + 0.001693, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11654, + "1\r\n" + ], + [ + 0.004852, + "The cropped mouth is detected ...\r\nframe number 61 of 150\r\nwriting frame 62 with activation 1\r\n" + ], + [ + 0.001777, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114704, + "1\r\n" + ], + [ + 0.004415, + "The cropped mouth is detected ...\r\nframe number 62 of 150\r\nwriting frame 63 with activation 1\r\n" + ], + [ + 0.001866, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116732, + "1\r\n" + ], + [ + 0.004429, + "The cropped mouth is detected ...\r\nframe number 63 of 150\r\nwriting frame 64 with activation 1\r\n" + ], + [ + 0.001801, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115048, + "1\r\n" + ], + [ + 0.004421, + "The cropped mouth is detected ...\r\nframe number 64 of 150\r\nwriting frame 65 with activation 1\r\n" + ], + [ + 0.001641, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117564, + "1\r\n" + ], + [ + 0.00443, + "The cropped mouth is detected ...\r\nframe number 65 of 150\r\nwriting frame 66 with activation 1\r\n" + ], + [ + 0.001686, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115742, + "1\r\n" + ], + [ + 0.004465, + "The cropped mouth is detected ...\r\nframe number 66 of 150\r\nwriting frame 67 with activation 1\r\n" + ], + [ + 0.001628, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119642, + "1\r\n" + ], + [ + 0.004431, + "The cropped mouth is detected ...\r\nframe number 67 of 150\r\nwriting frame 68 with activation 1\r\n" + ], + [ + 0.001695, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116689, + "1\r\n" + ], + [ + 0.004419, + "The cropped mouth is detected ...\r\nframe number 68 of 150\r\nwriting frame 69 with activation 1\r\n" + ], + [ + 0.001617, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11525, + "1\r\n" + ], + [ + 0.004494, + "The cropped mouth is detected ...\r\nframe number 69 of 150\r\nwriting frame 70 with activation 1\r\n" + ], + [ + 0.001677, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117955, + "1\r\n" + ], + [ + 0.004474, + "The cropped mouth is detected ...\r\nframe number 70 of 150\r\nwriting frame 71 with activation 1\r\n" + ], + [ + 0.001658, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.120468, + "1\r\n" + ], + [ + 0.004467, + "The cropped mouth is detected ...\r\nframe number 71 of 150\r\nwriting frame 72 with activation 1\r\n" + ], + [ + 0.001615, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116415, + "1\r\n" + ], + [ + 0.004496, + "The cropped mouth is detected ...\r\nframe number 72 of 150\r\nwriting frame 73 with activation 1\r\n" + ], + [ + 0.001644, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119684, + "1\r\n" + ], + [ + 0.00446, + "The cropped mouth is detected ...\r\nframe number 73 of 150\r\nwriting frame 74 with activation 1\r\n" + ], + [ + 0.0016, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11616, + "1\r\n" + ], + [ + 0.00444, + "The cropped mouth is detected ...\r\nframe number 74 of 150\r\nwriting frame 75 with activation 1\r\n" + ], + [ + 0.001612, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115665, + "1\r\n" + ], + [ + 0.004436, + "The cropped mouth is detected ...\r\nframe number 75 of 150\r\nwriting frame 76 with activation 1\r\n" + ], + [ + 0.001588, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116436, + "1\r\n" + ], + [ + 0.004463, + "The cropped mouth is detected ...\r\nframe number 76 of 150\r\nwriting frame 77 with activation 1\r\n" + ], + [ + 0.001631, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116257, + "1\r\n" + ], + [ + 0.004465, + "The cropped mouth is detected ...\r\nframe number 77 of 150\r\nwriting frame 78 with activation 1\r\n" + ], + [ + 0.00167, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115405, + "1\r\n" + ], + [ + 0.00443, + "The cropped mouth is detected ...\r\nframe number 78 of 150\r\nwriting frame 79 with activation 1\r\n" + ], + [ + 0.001622, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.120551, + "1\r\n" + ], + [ + 0.004454, + "The cropped mouth is detected ...\r\nframe number 79 of 150\r\nwriting frame 80 with activation 1\r\n" + ], + [ + 0.001668, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116561, + "1\r\n" + ], + [ + 0.004446, + "The cropped mouth is detected ...\r\nframe number 80 of 150\r\nwriting frame 81 with activation 1\r\n" + ], + [ + 0.001638, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115138, + "1\r\n" + ], + [ + 0.00441, + "The cropped mouth is detected ...\r\nframe number 81 of 150\r\nwriting frame 82 with activation 1\r\n" + ], + [ + 0.001688, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11501, + "1\r\n" + ], + [ + 0.004489, + "The cropped mouth is detected ...\r\nframe number 82 of 150\r\nwriting frame 83 with activation 1\r\n" + ], + [ + 0.001652, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117069, + "1\r\n" + ], + [ + 0.004476, + "The cropped mouth is detected ...\r\nframe number 83 of 150\r\nwriting frame 84 with activation 1\r\n" + ], + [ + 0.00167, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117268, + "1\r\n" + ], + [ + 0.004528, + "The cropped mouth is detected ...\r\nframe number 84 of 150\r\nwriting frame 85 with activation 1\r\n" + ], + [ + 0.001673, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114861, + "1\r\n" + ], + [ + 0.004443, + "The cropped mouth is detected ...\r\nframe number 85 of 150\r\nwriting frame 86 with activation 1\r\n" + ], + [ + 0.001624, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11792, + "1\r\n" + ], + [ + 0.004456, + "The cropped mouth is detected ...\r\nframe number 86 of 150\r\nwriting frame 87 with activation 1\r\n" + ], + [ + 0.001657, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118588, + "1\r\n" + ], + [ + 0.004566, + "The cropped mouth is detected ...\r\n" + ], + [ + 6.6e-05, + "frame number 87 of 150\r\nwriting frame 88 with activation 1\r\n" + ], + [ + 0.003012, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.199704, + "1\r\n" + ], + [ + 0.005908, + "The cropped mouth is detected ...\r\nframe number 88 of 150\r\nwriting frame 89 with activation 1\r\n" + ], + [ + 0.001765, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131882, + "1\r\n" + ], + [ + 0.005696, + "The cropped mouth is detected ...\r\nframe number 89 of 150\r\nwriting frame 90 with activation 1\r\n" + ], + [ + 0.001712, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131794, + "1\r\n" + ], + [ + 0.00568, + "The cropped mouth is detected ...\r\nframe number 90 of 150\r\nwriting frame 91 with activation 1\r\n" + ], + [ + 0.001794, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.130753, + "1\r\n" + ], + [ + 0.004579, + "The cropped mouth is detected ...\r\nframe number 91 of 150\r\nwriting frame 92 with activation 1\r\n" + ], + [ + 0.00168, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.130567, + "1\r\n" + ], + [ + 0.004569, + "The cropped mouth is detected ...\r\nframe number 92 of 150\r\nwriting frame 93 with activation 1\r\n" + ], + [ + 0.00166, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.130816, + "1\r\n" + ], + [ + 0.004577, + "The cropped mouth is detected ...\r\nframe number 93 of 150\r\nwriting frame 94 with activation 1\r\n" + ], + [ + 0.001729, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.127521, + "1\r\n" + ], + [ + 0.004454, + "The cropped mouth is detected ...\r\nframe number 94 of 150\r\nwriting frame 95 with activation 1\r\n" + ], + [ + 0.00162, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118445, + "1\r\n" + ], + [ + 0.004439, + "The cropped mouth is detected ...\r\nframe number 95 of 150\r\nwriting frame 96 with activation 1\r\n" + ], + [ + 0.001598, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117061, + "1\r\n" + ], + [ + 0.004503, + "The cropped mouth is detected ...\r\nframe number 96 of 150\r\nwriting frame 97 with activation 1\r\n" + ], + [ + 0.00162, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11571, + "1\r\n" + ], + [ + 0.004461, + "The cropped mouth is detected ...\r\nframe number 97 of 150\r\nwriting frame 98 with activation 1\r\n" + ], + [ + 0.001608, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117193, + "1\r\n" + ], + [ + 0.004448, + "The cropped mouth is detected ...\r\nframe number 98 of 150\r\nwriting frame 99 with activation 1\r\n" + ], + [ + 0.001559, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118701, + "1\r\n" + ], + [ + 0.004459, + "The cropped mouth is detected ...\r\nframe number 99 of 150\r\nwriting frame 100 with activation 1\r\n" + ], + [ + 0.001635, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.1195, + "1\r\n" + ], + [ + 0.004436, + "The cropped mouth is detected ...\r\nframe number 100 of 150\r\nwriting frame 101 with activation 1\r\n" + ], + [ + 0.001606, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117844, + "1\r\n" + ], + [ + 0.004445, + "The cropped mouth is detected ...\r\nframe number 101 of 150\r\nwriting frame 102 with activation 1\r\n" + ], + [ + 0.001629, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114912, + "1\r\n" + ], + [ + 0.004447, + "The cropped mouth is detected ...\r\nframe number 102 of 150\r\nwriting frame 103 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119651, + "1\r\n" + ], + [ + 0.004486, + "The cropped mouth is detected ...\r\nframe number 103 of 150\r\nwriting frame 104 with activation 1\r\n" + ], + [ + 0.001603, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117084, + "1\r\n" + ], + [ + 0.004453, + "The cropped mouth is detected ...\r\nframe number 104 of 150\r\nwriting frame 105 with activation 1\r\n" + ], + [ + 0.001605, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117386, + "1\r\n" + ], + [ + 0.004435, + "The cropped mouth is detected ...\r\nframe number 105 of 150\r\nwriting frame 106 with activation 1\r\n" + ], + [ + 0.001638, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115558, + "1\r\n" + ], + [ + 0.004441, + "The cropped mouth is detected ...\r\nframe number 106 of 150\r\nwriting frame 107 with activation 1\r\n" + ], + [ + 0.001647, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117998, + "1\r\n" + ], + [ + 0.004521, + "The cropped mouth is detected ...\r\nframe number 107 of 150\r\nwriting frame 108 with activation 1\r\n" + ], + [ + 0.001635, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115304, + "1\r\n" + ], + [ + 0.004506, + "The cropped mouth is detected ...\r\nframe number 108 of 150\r\nwriting frame 109 with activation 1\r\n" + ], + [ + 0.001609, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.120231, + "1\r\n" + ], + [ + 0.004388, + "The cropped mouth is detected ...\r\nframe number 109 of 150\r\nwriting frame 110 with activation 1\r\n" + ], + [ + 0.001609, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11654, + "1\r\n" + ], + [ + 0.004448, + "The cropped mouth is detected ...\r\nframe number 110 of 150\r\nwriting frame 111 with activation 1\r\n" + ], + [ + 0.001615, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116093, + "1\r\n" + ], + [ + 0.004485, + "The cropped mouth is detected ...\r\nframe number 111 of 150\r\nwriting frame 112 with activation 1\r\n" + ], + [ + 0.001976, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.200384, + "1\r\n" + ], + [ + 0.005235, + "The cropped mouth is detected ...\r\nframe number 112 of 150\r\nwriting frame 113 with activation 1\r\n" + ], + [ + 0.00186, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131156, + "1\r\n" + ], + [ + 0.005019, + "The cropped mouth is detected ...\r\nframe number 113 of 150\r\nwriting frame 114 with activation 1\r\n" + ], + [ + 0.001756, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131013, + "1\r\n" + ], + [ + 0.004987, + "The cropped mouth is detected ...\r\nframe number 114 of 150\r\nwriting frame 115 with activation 1\r\n" + ], + [ + 0.001803, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.13021, + "1\r\n" + ], + [ + 0.004874, + "The cropped mouth is detected ...\r\n" + ], + [ + 2.7e-05, + "frame number 115 of 150\r\nwriting frame 116 with activation 1\r\n" + ], + [ + 0.001735, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11902, + "1\r\n" + ], + [ + 0.004453, + "The cropped mouth is detected ...\r\nframe number 116 of 150\r\nwriting frame 117 with activation 1\r\n" + ], + [ + 0.001587, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.11683, + "1\r\n" + ], + [ + 0.004483, + "The cropped mouth is detected ...\r\nframe number 117 of 150\r\nwriting frame 118 with activation 1\r\n" + ], + [ + 0.00168, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115221, + "1\r\n" + ], + [ + 0.004485, + "The cropped mouth is detected ...\r\nframe number 118 of 150\r\nwriting frame 119 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115824, + "1\r\n" + ], + [ + 0.004558, + "The cropped mouth is detected ...\r\nframe number 119 of 150\r\nwriting frame 120 with activation 1\r\n" + ], + [ + 0.001613, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116185, + "1\r\n" + ], + [ + 0.004507, + "The cropped mouth is detected ...\r\nframe number 120 of 150\r\nwriting frame 121 with activation 1\r\n" + ], + [ + 0.001609, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117625, + "1\r\n" + ], + [ + 0.004488, + "The cropped mouth is detected ...\r\nframe number 121 of 150\r\nwriting frame 122 with activation 1\r\n" + ], + [ + 0.001598, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116032, + "1\r\n" + ], + [ + 0.004508, + "The cropped mouth is detected ...\r\nframe number 122 of 150\r\nwriting frame 123 with activation 1\r\n" + ], + [ + 0.001611, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115371, + "1\r\n" + ], + [ + 0.004488, + "The cropped mouth is detected ...\r\n" + ], + [ + 2.9e-05, + "frame number 123 of 150\r\nwriting frame 124 with activation 1\r\n" + ], + [ + 0.001625, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.118243, + "1\r\n" + ], + [ + 0.004526, + "The cropped mouth is detected ...\r\nframe number 124 of 150\r\nwriting frame 125 with activation 1\r\n" + ], + [ + 0.001606, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.119434, + "1\r\n" + ], + [ + 0.004478, + "The cropped mouth is detected ...\r\n" + ], + [ + 2.7e-05, + "frame number 125 of 150\r\nwriting frame 126 with activation 1\r\n" + ], + [ + 0.001577, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116504, + "1\r\n" + ], + [ + 0.004754, + "The cropped mouth is detected ...\r\n" + ], + [ + 6e-05, + "frame number 126 of 150\r\nwriting frame 127 with activation 1\r\n" + ], + [ + 0.003055, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.198945, + "1\r\n" + ], + [ + 0.005854, + "The cropped mouth is detected ...\r\nframe number 127 of 150\r\nwriting frame 128 with activation 1\r\n" + ], + [ + 0.001763, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131943, + "1\r\n" + ], + [ + 0.005721, + "The cropped mouth is detected ...\r\nframe number 128 of 150\r\nwriting frame 129 with activation 1\r\n" + ], + [ + 0.001731, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.13098, + "1\r\n" + ], + [ + 0.004719, + "The cropped mouth is detected ...\r\nframe number 129 of 150\r\nwriting frame 130 with activation 1\r\n" + ], + [ + 0.001721, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.130843, + "1\r\n" + ], + [ + 0.004954, + "The cropped mouth is detected ...\r\nframe number 130 of 150\r\nwriting frame 131 with activation 1\r\n" + ], + [ + 0.001737, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.131017, + "1\r\n" + ], + [ + 0.004885, + "The cropped mouth is detected ...\r\nframe number 131 of 150\r\nwriting frame 132 with activation 1\r\n" + ], + [ + 0.001776, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.130817, + "1\r\n" + ], + [ + 0.004913, + "The cropped mouth is detected ...\r\nframe number 132 of 150\r\nwriting frame 133 with activation 1\r\n" + ], + [ + 0.001828, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.127621, + "1\r\n" + ], + [ + 0.004614, + "The cropped mouth is detected ...\r\nframe number 133 of 150\r\nwriting frame 134 with activation 1\r\n" + ], + [ + 0.001658, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.117219, + "1\r\n" + ], + [ + 0.004467, + "The cropped mouth is detected ...\r\n" + ], + [ + 3.2e-05, + "frame number 134 of 150\r\nwriting frame 135 with 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0.004485, + "The cropped mouth is detected ...\r\nframe number 139 of 150\r\nwriting frame 140 with activation 1\r\n" + ], + [ + 0.001643, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114906, + "1\r\n" + ], + [ + 0.004441, + "The cropped mouth is detected ...\r\nframe number 140 of 150\r\nwriting frame 141 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.116625, + "1\r\n" + ], + [ + 0.00448, + "The cropped mouth is detected ...\r\nframe number 141 of 150\r\nwriting frame 142 with activation 1\r\n" + ], + [ + 0.001623, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.114921, + "0\r\n" + ], + [ + 3.2e-05, + "Mouth is not detectable. ...\r\nframe number 142 of 150\r\nwriting frame 143 with activation 0\r\n" + ], + [ + 0.001634, + "('frame_shape:', (360, 480, 3))\r\n" + ], + [ + 0.115362, + "0\r\n" + ], + [ + 2.9e-05, + "Mouth is not detectable. ...\r\nframe number 143 of 150\r\nwriting frame 144 with activation 0\r\n" + ], + [ + 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