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November 16, 2017 19:02
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2017-11-16 10:59:14.444021: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA | |
2017-11-16 10:59:14.940904: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties: | |
name: Quadro GP100 major: 6 minor: 0 memoryClockRate(GHz): 1.4425 | |
pciBusID: 0000:81:00.0 | |
totalMemory: 15.89GiB freeMemory: 15.60GiB | |
2017-11-16 10:59:15.457660: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 1 with properties: | |
name: Quadro GP100 major: 6 minor: 0 memoryClockRate(GHz): 1.4425 | |
pciBusID: 0000:82:00.0 | |
totalMemory: 15.89GiB freeMemory: 15.60GiB | |
2017-11-16 10:59:15.457748: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1045] Device peer to peer matrix | |
2017-11-16 10:59:15.457784: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1051] DMA: 0 1 | |
2017-11-16 10:59:15.457798: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1061] 0: Y Y | |
2017-11-16 10:59:15.457808: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1061] 1: Y Y | |
2017-11-16 10:59:15.457827: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: Quadro GP100, pci bus id: 0000:81:00.0, compute capability: 6.0) | |
2017-11-16 10:59:15.457840: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:1) -> (device: 1, name: Quadro GP100, pci bus id: 0000:82:00.0, compute capability: 6.0) | |
Epoch 1/100 | |
1/9 [==>...........................] - ETA: 22s - loss: 7.7590 - mean_eucl_dist: 7.7590 | |
4/9 [============>.................] - ETA: 3s - loss: 7.7411 - mean_eucl_dist: 7.7411 | |
8/9 [=========================>....] - ETA: 0s - loss: 7.4744 - mean_eucl_dist: 7.4744 | |
9/9 [==============================] - 3s 323ms/step - loss: 7.4128 - mean_eucl_dist: 7.4128 | |
Epoch 2/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 7.0109 - mean_eucl_dist: 7.0109 | |
5/9 [===============>..............] - ETA: 0s - loss: 6.0050 - mean_eucl_dist: 6.0050 | |
9/9 [==============================] - 0s 16ms/step - loss: 5.4837 - mean_eucl_dist: 5.4837 | |
Epoch 3/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 4.6695 - mean_eucl_dist: 4.6695 | |
5/9 [===============>..............] - ETA: 0s - loss: 4.4134 - mean_eucl_dist: 4.4134 | |
9/9 [==============================] - 0s 16ms/step - loss: 4.3758 - mean_eucl_dist: 4.3758 | |
Epoch 4/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 4.3729 - mean_eucl_dist: 4.3729 | |
5/9 [===============>..............] - ETA: 0s - loss: 4.1005 - mean_eucl_dist: 4.1005 | |
9/9 [==============================] - 0s 16ms/step - loss: 4.0989 - mean_eucl_dist: 4.0989 | |
Epoch 5/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8777 - mean_eucl_dist: 3.8777 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9907 - mean_eucl_dist: 3.9907 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.9852 - mean_eucl_dist: 3.9852 | |
Epoch 6/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9303 - mean_eucl_dist: 3.9303 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9730 - mean_eucl_dist: 3.9730 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.9399 - mean_eucl_dist: 3.9399 | |
Epoch 7/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9872 - mean_eucl_dist: 3.9872 | |
4/9 [============>.................] - ETA: 0s - loss: 3.9123 - mean_eucl_dist: 3.9123 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8950 - mean_eucl_dist: 3.8950 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.9214 - mean_eucl_dist: 3.9214 | |
Epoch 8/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9319 - mean_eucl_dist: 3.9319 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8731 - mean_eucl_dist: 3.8731 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.9109 - mean_eucl_dist: 3.9109 | |
Epoch 9/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 4.0554 - mean_eucl_dist: 4.0554 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9479 - mean_eucl_dist: 3.9479 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.9141 - mean_eucl_dist: 3.9141 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.9040 - mean_eucl_dist: 3.9040 | |
Epoch 10/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9414 - mean_eucl_dist: 3.9414 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9051 - mean_eucl_dist: 3.9051 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8977 - mean_eucl_dist: 3.8977 | |
Epoch 11/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8368 - mean_eucl_dist: 3.8368 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8884 - mean_eucl_dist: 3.8884 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8920 - mean_eucl_dist: 3.8920 | |
Epoch 12/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8053 - mean_eucl_dist: 3.8053 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8731 - mean_eucl_dist: 3.8731 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8866 - mean_eucl_dist: 3.8866 | |
Epoch 13/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9521 - mean_eucl_dist: 3.9521 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8834 - mean_eucl_dist: 3.8834 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8835 - mean_eucl_dist: 3.8835 | |
Epoch 14/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7702 - mean_eucl_dist: 3.7702 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8686 - mean_eucl_dist: 3.8686 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8794 - mean_eucl_dist: 3.8794 | |
Epoch 15/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7994 - mean_eucl_dist: 3.7994 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8219 - mean_eucl_dist: 3.8219 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8706 - mean_eucl_dist: 3.8706 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8758 - mean_eucl_dist: 3.8758 | |
Epoch 16/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7668 - mean_eucl_dist: 3.7668 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9036 - mean_eucl_dist: 3.9036 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8722 - mean_eucl_dist: 3.8722 | |
Epoch 17/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9376 - mean_eucl_dist: 3.9376 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8941 - mean_eucl_dist: 3.8941 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8706 - mean_eucl_dist: 3.8706 | |
Epoch 18/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9306 - mean_eucl_dist: 3.9306 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8662 - mean_eucl_dist: 3.8662 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8671 - mean_eucl_dist: 3.8671 | |
Epoch 19/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8881 - mean_eucl_dist: 3.8881 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8558 - mean_eucl_dist: 3.8558 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8647 - mean_eucl_dist: 3.8647 | |
Epoch 20/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7949 - mean_eucl_dist: 3.7949 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8295 - mean_eucl_dist: 3.8295 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8457 - mean_eucl_dist: 3.8457 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8617 - mean_eucl_dist: 3.8617 | |
Epoch 21/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8920 - mean_eucl_dist: 3.8920 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8545 - mean_eucl_dist: 3.8545 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8641 - mean_eucl_dist: 3.8641 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8603 - mean_eucl_dist: 3.8603 | |
Epoch 22/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9842 - mean_eucl_dist: 3.9842 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8695 - mean_eucl_dist: 3.8695 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8593 - mean_eucl_dist: 3.8593 | |
Epoch 23/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7776 - mean_eucl_dist: 3.7776 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8506 - mean_eucl_dist: 3.8506 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8565 - mean_eucl_dist: 3.8565 | |
Epoch 24/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9789 - mean_eucl_dist: 3.9789 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8937 - mean_eucl_dist: 3.8937 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8663 - mean_eucl_dist: 3.8663 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8551 - mean_eucl_dist: 3.8551 | |
Epoch 25/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8692 - mean_eucl_dist: 3.8692 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8696 - mean_eucl_dist: 3.8696 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8604 - mean_eucl_dist: 3.8604 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8529 - mean_eucl_dist: 3.8529 | |
Epoch 26/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8780 - mean_eucl_dist: 3.8780 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8496 - mean_eucl_dist: 3.8496 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8527 - mean_eucl_dist: 3.8527 | |
Epoch 27/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9182 - mean_eucl_dist: 3.9182 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8904 - mean_eucl_dist: 3.8904 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8510 - mean_eucl_dist: 3.8510 | |
Epoch 28/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9157 - mean_eucl_dist: 3.9157 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8439 - mean_eucl_dist: 3.8439 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8499 - mean_eucl_dist: 3.8499 | |
Epoch 29/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7608 - mean_eucl_dist: 3.7608 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8613 - mean_eucl_dist: 3.8613 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8483 - mean_eucl_dist: 3.8483 | |
Epoch 30/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7586 - mean_eucl_dist: 3.7586 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8671 - mean_eucl_dist: 3.8671 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8472 - mean_eucl_dist: 3.8472 | |
Epoch 31/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7781 - mean_eucl_dist: 3.7781 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8355 - mean_eucl_dist: 3.8355 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8541 - mean_eucl_dist: 3.8541 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8454 - mean_eucl_dist: 3.8454 | |
Epoch 32/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7497 - mean_eucl_dist: 3.7497 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8219 - mean_eucl_dist: 3.8219 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8354 - mean_eucl_dist: 3.8354 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8445 - mean_eucl_dist: 3.8445 | |
Epoch 33/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7749 - mean_eucl_dist: 3.7749 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8416 - mean_eucl_dist: 3.8416 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8393 - mean_eucl_dist: 3.8393 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8425 - mean_eucl_dist: 3.8425 | |
Epoch 34/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9142 - mean_eucl_dist: 3.9142 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8552 - mean_eucl_dist: 3.8552 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8426 - mean_eucl_dist: 3.8426 | |
Epoch 35/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8622 - mean_eucl_dist: 3.8622 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.9032 - mean_eucl_dist: 3.9032 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8411 - mean_eucl_dist: 3.8411 | |
Epoch 36/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8693 - mean_eucl_dist: 3.8693 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8292 - mean_eucl_dist: 3.8292 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8399 - mean_eucl_dist: 3.8399 | |
Epoch 37/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7652 - mean_eucl_dist: 3.7652 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8341 - mean_eucl_dist: 3.8341 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8394 - mean_eucl_dist: 3.8394 | |
Epoch 38/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8656 - mean_eucl_dist: 3.8656 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8173 - mean_eucl_dist: 3.8173 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8049 - mean_eucl_dist: 3.8049 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8363 - mean_eucl_dist: 3.8363 | |
Epoch 39/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8844 - mean_eucl_dist: 3.8844 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8335 - mean_eucl_dist: 3.8335 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8482 - mean_eucl_dist: 3.8482 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8362 - mean_eucl_dist: 3.8362 | |
Epoch 40/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7605 - mean_eucl_dist: 3.7605 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8320 - mean_eucl_dist: 3.8320 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8362 - mean_eucl_dist: 3.8362 | |
Epoch 41/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7526 - mean_eucl_dist: 3.7526 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7965 - mean_eucl_dist: 3.7965 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8294 - mean_eucl_dist: 3.8294 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8340 - mean_eucl_dist: 3.8340 | |
Epoch 42/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9703 - mean_eucl_dist: 3.9703 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8051 - mean_eucl_dist: 3.8051 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8223 - mean_eucl_dist: 3.8223 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8339 - mean_eucl_dist: 3.8339 | |
Epoch 43/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8558 - mean_eucl_dist: 3.8558 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7800 - mean_eucl_dist: 3.7800 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8229 - mean_eucl_dist: 3.8229 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8325 - mean_eucl_dist: 3.8325 | |
Epoch 44/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7501 - mean_eucl_dist: 3.7501 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8011 - mean_eucl_dist: 3.8011 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8401 - mean_eucl_dist: 3.8401 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8316 - mean_eucl_dist: 3.8316 | |
Epoch 45/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7564 - mean_eucl_dist: 3.7564 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8132 - mean_eucl_dist: 3.8132 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8315 - mean_eucl_dist: 3.8315 | |
Epoch 46/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7282 - mean_eucl_dist: 3.7282 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8374 - mean_eucl_dist: 3.8374 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8368 - mean_eucl_dist: 3.8368 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8290 - mean_eucl_dist: 3.8290 | |
Epoch 47/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7447 - mean_eucl_dist: 3.7447 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8148 - mean_eucl_dist: 3.8148 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8260 - mean_eucl_dist: 3.8260 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8294 - mean_eucl_dist: 3.8294 | |
Epoch 48/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9041 - mean_eucl_dist: 3.9041 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8672 - mean_eucl_dist: 3.8672 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8280 - mean_eucl_dist: 3.8280 | |
Epoch 49/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7482 - mean_eucl_dist: 3.7482 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8427 - mean_eucl_dist: 3.8427 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8254 - mean_eucl_dist: 3.8254 | |
Epoch 50/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7639 - mean_eucl_dist: 3.7639 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8622 - mean_eucl_dist: 3.8622 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8264 - mean_eucl_dist: 3.8264 | |
Epoch 51/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8979 - mean_eucl_dist: 3.8979 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8222 - mean_eucl_dist: 3.8222 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8242 - mean_eucl_dist: 3.8242 | |
Epoch 52/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8991 - mean_eucl_dist: 3.8991 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8187 - mean_eucl_dist: 3.8187 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8234 - mean_eucl_dist: 3.8234 | |
Epoch 53/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8445 - mean_eucl_dist: 3.8445 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8327 - mean_eucl_dist: 3.8327 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8329 - mean_eucl_dist: 3.8329 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8237 - mean_eucl_dist: 3.8237 | |
Epoch 54/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9532 - mean_eucl_dist: 3.9532 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8661 - mean_eucl_dist: 3.8661 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8229 - mean_eucl_dist: 3.8229 | |
Epoch 55/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9505 - mean_eucl_dist: 3.9505 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8421 - mean_eucl_dist: 3.8421 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8156 - mean_eucl_dist: 3.8156 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8218 - mean_eucl_dist: 3.8218 | |
Epoch 56/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8568 - mean_eucl_dist: 3.8568 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7677 - mean_eucl_dist: 3.7677 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8097 - mean_eucl_dist: 3.8097 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8201 - mean_eucl_dist: 3.8201 | |
Epoch 57/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7374 - mean_eucl_dist: 3.7374 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8593 - mean_eucl_dist: 3.8593 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8203 - mean_eucl_dist: 3.8203 | |
Epoch 58/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7421 - mean_eucl_dist: 3.7421 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8593 - mean_eucl_dist: 3.8593 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8268 - mean_eucl_dist: 3.8268 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8191 - mean_eucl_dist: 3.8191 | |
Epoch 59/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9525 - mean_eucl_dist: 3.9525 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8317 - mean_eucl_dist: 3.8317 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8185 - mean_eucl_dist: 3.8185 | |
Epoch 60/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8677 - mean_eucl_dist: 3.8677 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8184 - mean_eucl_dist: 3.8184 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8054 - mean_eucl_dist: 3.8054 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8161 - mean_eucl_dist: 3.8161 | |
Epoch 61/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8443 - mean_eucl_dist: 3.8443 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7870 - mean_eucl_dist: 3.7870 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8247 - mean_eucl_dist: 3.8247 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8165 - mean_eucl_dist: 3.8165 | |
Epoch 62/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9502 - mean_eucl_dist: 3.9502 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8250 - mean_eucl_dist: 3.8250 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8137 - mean_eucl_dist: 3.8137 | |
Epoch 63/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7284 - mean_eucl_dist: 3.7284 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8219 - mean_eucl_dist: 3.8219 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8142 - mean_eucl_dist: 3.8142 | |
Epoch 64/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6949 - mean_eucl_dist: 3.6949 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7826 - mean_eucl_dist: 3.7826 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8136 - mean_eucl_dist: 3.8136 | |
Epoch 65/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8917 - mean_eucl_dist: 3.8917 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7796 - mean_eucl_dist: 3.7796 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8075 - mean_eucl_dist: 3.8075 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8138 - mean_eucl_dist: 3.8138 | |
Epoch 66/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8302 - mean_eucl_dist: 3.8302 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8292 - mean_eucl_dist: 3.8292 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8255 - mean_eucl_dist: 3.8255 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8124 - mean_eucl_dist: 3.8124 | |
Epoch 67/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6901 - mean_eucl_dist: 3.6901 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7583 - mean_eucl_dist: 3.7583 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.8182 - mean_eucl_dist: 3.8182 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8111 - mean_eucl_dist: 3.8111 | |
Epoch 68/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7289 - mean_eucl_dist: 3.7289 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8313 - mean_eucl_dist: 3.8313 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8092 - mean_eucl_dist: 3.8092 | |
Epoch 69/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7322 - mean_eucl_dist: 3.7322 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7616 - mean_eucl_dist: 3.7616 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8099 - mean_eucl_dist: 3.8099 | |
Epoch 70/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8893 - mean_eucl_dist: 3.8893 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8137 - mean_eucl_dist: 3.8137 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8065 - mean_eucl_dist: 3.8065 | |
Epoch 71/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9289 - mean_eucl_dist: 3.9289 | |
4/9 [============>.................] - ETA: 0s - loss: 3.8541 - mean_eucl_dist: 3.8541 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8148 - mean_eucl_dist: 3.8148 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8061 - mean_eucl_dist: 3.8061 | |
Epoch 72/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7187 - mean_eucl_dist: 3.7187 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7739 - mean_eucl_dist: 3.7739 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8056 - mean_eucl_dist: 3.8056 | |
Epoch 73/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7245 - mean_eucl_dist: 3.7245 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8275 - mean_eucl_dist: 3.8275 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8047 - mean_eucl_dist: 3.8047 | |
Epoch 74/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8273 - mean_eucl_dist: 3.8273 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8455 - mean_eucl_dist: 3.8455 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8183 - mean_eucl_dist: 3.8183 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.8043 - mean_eucl_dist: 3.8043 | |
Epoch 75/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7321 - mean_eucl_dist: 3.7321 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8119 - mean_eucl_dist: 3.8119 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.8013 - mean_eucl_dist: 3.8013 | |
Epoch 76/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7443 - mean_eucl_dist: 3.7443 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8168 - mean_eucl_dist: 3.8168 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.8018 - mean_eucl_dist: 3.8018 | |
Epoch 77/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6812 - mean_eucl_dist: 3.6812 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7592 - mean_eucl_dist: 3.7592 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.7996 - mean_eucl_dist: 3.7996 | |
Epoch 78/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7200 - mean_eucl_dist: 3.7200 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7374 - mean_eucl_dist: 3.7374 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.7982 - mean_eucl_dist: 3.7982 | |
Epoch 79/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7181 - mean_eucl_dist: 3.7181 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7400 - mean_eucl_dist: 3.7400 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7977 - mean_eucl_dist: 3.7977 | |
Epoch 80/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7309 - mean_eucl_dist: 3.7309 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7798 - mean_eucl_dist: 3.7798 | |
9/9 [==============================] - 0s 13ms/step - loss: 3.7969 - mean_eucl_dist: 3.7969 | |
Epoch 81/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6797 - mean_eucl_dist: 3.6797 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7697 - mean_eucl_dist: 3.7697 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.8029 - mean_eucl_dist: 3.8029 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7945 - mean_eucl_dist: 3.7945 | |
Epoch 82/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7171 - mean_eucl_dist: 3.7171 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7735 - mean_eucl_dist: 3.7735 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7925 - mean_eucl_dist: 3.7925 | |
Epoch 83/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8326 - mean_eucl_dist: 3.8326 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.8006 - mean_eucl_dist: 3.8006 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7816 - mean_eucl_dist: 3.7816 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7934 - mean_eucl_dist: 3.7934 | |
Epoch 84/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8042 - mean_eucl_dist: 3.8042 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7907 - mean_eucl_dist: 3.7907 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7910 - mean_eucl_dist: 3.7910 | |
Epoch 85/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8032 - mean_eucl_dist: 3.8032 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7941 - mean_eucl_dist: 3.7941 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7993 - mean_eucl_dist: 3.7993 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7902 - mean_eucl_dist: 3.7902 | |
Epoch 86/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7126 - mean_eucl_dist: 3.7126 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7566 - mean_eucl_dist: 3.7566 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7870 - mean_eucl_dist: 3.7870 | |
Epoch 87/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.9049 - mean_eucl_dist: 3.9049 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7975 - mean_eucl_dist: 3.7975 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7864 - mean_eucl_dist: 3.7864 | |
Epoch 88/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6688 - mean_eucl_dist: 3.6688 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7238 - mean_eucl_dist: 3.7238 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7665 - mean_eucl_dist: 3.7665 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7842 - mean_eucl_dist: 3.7842 | |
Epoch 89/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7114 - mean_eucl_dist: 3.7114 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7738 - mean_eucl_dist: 3.7738 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7835 - mean_eucl_dist: 3.7835 | |
Epoch 90/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7055 - mean_eucl_dist: 3.7055 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7522 - mean_eucl_dist: 3.7522 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7774 - mean_eucl_dist: 3.7774 | |
Epoch 91/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7205 - mean_eucl_dist: 3.7205 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7974 - mean_eucl_dist: 3.7974 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.7813 - mean_eucl_dist: 3.7813 | |
Epoch 92/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8224 - mean_eucl_dist: 3.8224 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7739 - mean_eucl_dist: 3.7739 | |
9/9 [==============================] - 0s 14ms/step - loss: 3.7783 - mean_eucl_dist: 3.7783 | |
Epoch 93/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.7043 - mean_eucl_dist: 3.7043 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7555 - mean_eucl_dist: 3.7555 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.7817 - mean_eucl_dist: 3.7817 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7765 - mean_eucl_dist: 3.7765 | |
Epoch 94/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8192 - mean_eucl_dist: 3.8192 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7706 - mean_eucl_dist: 3.7706 | |
9/9 [==============================] - 0s 15ms/step - loss: 3.7758 - mean_eucl_dist: 3.7758 | |
Epoch 95/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8213 - mean_eucl_dist: 3.8213 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7592 - mean_eucl_dist: 3.7592 | |
9/9 [==============================] - 0s 16ms/step - loss: 3.7765 - mean_eucl_dist: 3.7765 | |
Epoch 96/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8063 - mean_eucl_dist: 3.8063 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7649 - mean_eucl_dist: 3.7649 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7576 - mean_eucl_dist: 3.7576 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7728 - mean_eucl_dist: 3.7728 | |
Epoch 97/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8200 - mean_eucl_dist: 3.8200 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7397 - mean_eucl_dist: 3.7397 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.7696 - mean_eucl_dist: 3.7696 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7734 - mean_eucl_dist: 3.7734 | |
Epoch 98/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8699 - mean_eucl_dist: 3.8699 | |
5/9 [===============>..............] - ETA: 0s - loss: 3.7415 - mean_eucl_dist: 3.7415 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7686 - mean_eucl_dist: 3.7686 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7710 - mean_eucl_dist: 3.7710 | |
Epoch 99/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.6950 - mean_eucl_dist: 3.6950 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7418 - mean_eucl_dist: 3.7418 | |
8/9 [=========================>....] - ETA: 0s - loss: 3.7847 - mean_eucl_dist: 3.7847 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7697 - mean_eucl_dist: 3.7697 | |
Epoch 100/100 | |
1/9 [==>...........................] - ETA: 0s - loss: 3.8128 - mean_eucl_dist: 3.8128 | |
4/9 [============>.................] - ETA: 0s - loss: 3.7518 - mean_eucl_dist: 3.7518 | |
7/9 [======================>.......] - ETA: 0s - loss: 3.7569 - mean_eucl_dist: 3.7569 | |
9/9 [==============================] - 0s 17ms/step - loss: 3.7683 - mean_eucl_dist: 3.7683 | |
1/4 [======>.......................] - ETA: 0s | |
4/4 [==============================] - 0s 18ms/step | |
Using TensorFlow backend. | |
[3.8758387565612793, 3.8758387565612793] | |
_________________________________________________________________ | |
Layer (type) Output Shape Param # | |
================================================================= | |
cu_dnnlstm_1 (CuDNNLSTM) (None, 242, 40) 8320 | |
_________________________________________________________________ | |
dense_1 (Dense) (None, 242, 2) 82 | |
================================================================= | |
Total params: 8,402 | |
Trainable params: 8,402 | |
Non-trainable params: 0 | |
_________________________________________________________________ | |
real 0m21.569s | |
user 0m26.680s | |
sys 0m4.056s |
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