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Created Nov 16, 2017
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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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