Task 3279725
| Name | EightBitModified-1605455503-30512-3_1 |
| Workunit | 1492133 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:05 UTC |
| Report deadline | 21 Dec 2020, 17:17:05 UTC |
| Received | 15 Dec 2020, 20:03:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15303 |
| Run time | 44 min 16 sec |
| CPU time | 43 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,610.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> 5 main:574] : INFO : Epoch 530 | loss: 0.00012088 | val_loss: 0.000130448 | Time: 2578.03 ms [2020-12-15 11:41:47 main:574] : INFO : Epoch 531 | loss: 0.000111698 | val_loss: 0.000128855 | Time: 2587.87 ms [2020-12-15 11:41:50 main:574] : INFO : Epoch 532 | loss: 0.000126212 | val_loss: 0.000164717 | Time: 2583.86 ms [2020-12-15 11:41:52 main:574] : INFO : Epoch 533 | loss: 0.000186976 | val_loss: 0.000163025 | Time: 2583.75 ms [2020-12-15 11:41:55 main:574] : INFO : Epoch 534 | loss: 0.000129864 | val_loss: 0.000136983 | Time: 2577.08 ms [2020-12-15 11:41:58 main:574] : INFO : Epoch 535 | loss: 0.000115455 | val_loss: 0.000130661 | Time: 2576.82 ms [2020-12-15 11:42:00 main:574] : INFO : Epoch 536 | loss: 0.000110132 | val_loss: 0.00012714 | Time: 2575.28 ms [2020-12-15 11:42:03 main:574] : INFO : Epoch 537 | loss: 0.000140611 | val_loss: 0.000154061 | Time: 2579.87 ms [2020-12-15 11:42:05 main:574] : INFO : Epoch 538 | loss: 0.000122765 | val_loss: 0.000133166 | Time: 2582.05 ms [2020-12-15 11:42:08 main:574] : INFO : Epoch 539 | loss: 0.000111364 | val_loss: 0.000129432 | Time: 2581.02 ms [2020-12-15 11:42:11 main:574] : INFO : Epoch 540 | loss: 0.000126718 | val_loss: 0.000155842 | Time: 2578.99 ms [2020-12-15 11:42:13 main:574] : INFO : Epoch 541 | loss: 0.000187583 | val_loss: 0.000153612 | Time: 2582.16 ms [2020-12-15 11:42:16 main:574] : INFO : Epoch 542 | loss: 0.000137973 | val_loss: 0.00013892 | Time: 2580.96 ms [2020-12-15 11:42:18 main:574] : INFO : Epoch 543 | loss: 0.000114783 | val_loss: 0.000129129 | Time: 2580.38 ms [2020-12-15 11:42:21 main:574] : INFO : Epoch 544 | loss: 0.000110009 | val_loss: 0.000125814 | Time: 2580.59 ms [2020-12-15 11:42:23 main:574] : INFO : Epoch 545 | loss: 0.000109562 | val_loss: 0.000134356 | Time: 2581.52 ms [2020-12-15 11:42:26 main:574] : INFO : Epoch 546 | loss: 0.000143033 | val_loss: 0.000152524 | Time: 2578.42 ms [2020-12-15 11:42:29 main:574] : INFO : Epoch 547 | loss: 0.000129108 | val_loss: 0.0001404 | Time: 2578.79 ms [2020-12-15 11:42:31 main:574] : INFO : Epoch 548 | loss: 0.000172026 | val_loss: 0.000177099 | Time: 2585.08 ms [2020-12-15 11:42:34 main:574] : INFO : Epoch 549 | loss: 0.000150721 | val_loss: 0.000147861 | Time: 2584.7 ms [2020-12-15 11:42:36 main:574] : INFO : Epoch 550 | loss: 0.000118931 | val_loss: 0.000129415 | Time: 2581.4 ms [2020-12-15 11:42:39 main:574] : INFO : Epoch 551 | loss: 0.000110901 | val_loss: 0.000128935 | Time: 2577.59 ms [2020-12-15 11:42:42 main:574] : INFO : Epoch 552 | loss: 0.000155913 | val_loss: 0.000165368 | Time: 2578.98 ms [2020-12-15 11:42:44 main:574] : INFO : Epoch 553 | loss: 0.000127879 | val_loss: 0.000134086 | Time: 2581.68 ms [2020-12-15 11:42:47 main:574] : INFO : Epoch 554 | loss: 0.000112976 | val_loss: 0.000130763 | Time: 2584.32 ms [2020-12-15 11:42:49 main:574] : INFO : Epoch 555 | loss: 0.000139979 | val_loss: 0.000158938 | Time: 2586.73 ms [2020-12-15 11:42:52 main:574] : INFO : Epoch 556 | loss: 0.000127894 | val_loss: 0.000136084 | Time: 2581.94 ms [2020-12-15 11:42:55 main:574] : INFO : Epoch 557 | loss: 0.000113765 | val_loss: 0.000129301 | Time: 2582.06 ms [2020-12-15 11:42:57 main:574] : INFO : Epoch 558 | loss: 0.000116576 | val_loss: 0.000180102 | Time: 2581.93 ms [2020-12-15 11:43:00 main:574] : INFO : Epoch 559 | loss: 0.000157113 | val_loss: 0.00014429 | Time: 2579.59 ms [2020-12-15 11:43:02 main:574] : INFO : Epoch 560 | loss: 0.000115786 | val_loss: 0.000128086 | Time: 2574.73 ms [2020-12-15 11:43:05 main:574] : INFO : Epoch 561 | loss: 0.000112125 | val_loss: 0.00013233 | Time: 2572.97 ms [2020-12-15 11:43:07 main:574] : INFO : Epoch 562 | loss: 0.000122734 | val_loss: 0.000157723 | Time: 2578.53 ms [2020-12-15 11:43:10 main:574] : INFO : Epoch 563 | loss: 0.000145732 | val_loss: 0.000148705 | Time: 2577.68 ms [2020-12-15 11:43:13 main:574] : INFO : Epoch 564 | loss: 0.00014615 | val_loss: 0.000141142 | Time: 2577.67 ms [2020-12-15 11:43:15 main:574] : INFO : Epoch 565 | loss: 0.000116299 | val_loss: 0.000129327 | Time: 2574.36 ms [2020-12-15 11:43:18 main:574] : INFO : Epoch 566 | loss: 0.000108828 | val_loss: 0.000125863 | Time: 2582.88 ms [2020-12-15 11:43:20 main:574] : INFO : Epoch 567 | loss: 0.000144241 | val_loss: 0.000215817 | Time: 2573.82 ms [2020-12-15 11:43:23 main:574] : INFO : Epoch 568 | loss: 0.000139327 | val_loss: 0.000150022 | Time: 2576.07 ms [2020-12-15 11:43:25 main:574] : INFO : Epoch 569 | loss: 0.000122473 | val_loss: 0.000129145 | Time: 2575.21 ms [2020-12-15 11:43:28 main:574] : INFO : Epoch 570 | loss: 0.000110042 | val_loss: 0.00012731 | Time: 2576.33 ms [2020-12-15 11:43:31 main:574] : INFO : Epoch 571 | loss: 0.000108825 | val_loss: 0.000127721 | Time: 2575.29 ms [2020-12-15 11:43:33 main:574] : INFO : Epoch 572 | loss: 0.000124563 | val_loss: 0.000211481 | Time: 2579.28 ms [2020-12-15 11:43:36 main:574] : INFO : Epoch 573 | loss: 0.000181895 | val_loss: 0.000159479 | Time: 2580.44 ms [2020-12-15 11:43:38 main:574] : INFO : Epoch 574 | loss: 0.00012602 | val_loss: 0.000132694 | Time: 2575.37 ms [2020-12-15 11:43:41 main:574] : INFO : Epoch 575 | loss: 0.000111377 | val_loss: 0.000126441 | Time: 2577.43 ms [2020-12-15 11:43:44 main:574] : INFO : Epoch 576 | loss: 0.000107975 | val_loss: 0.000126912 | Time: 2576.4 ms [2020-12-15 11:43:46 main:574] : INFO : Epoch 577 | loss: 0.000123011 | val_loss: 0.000159284 | Time: 2576.86 ms [2020-12-15 11:43:49 main:574] : INFO : Epoch 578 | loss: 0.000150841 | val_loss: 0.00015404 | Time: 2577.93 ms [2020-12-15 11:43:51 main:574] : INFO : Epoch 579 | loss: 0.000121995 | val_loss: 0.000129951 | Time: 2571.45 ms [2020-12-15 11:43:54 main:574] : INFO : Epoch 580 | loss: 0.000122931 | val_loss: 0.000145138 | Time: 2575.95 ms [2020-12-15 11:43:56 main:574] : INFO : Epoch 581 | loss: 0.000120546 | val_loss: 0.000156483 | Time: 2576.19 ms [2020-12-15 11:43:59 main:574] : INFO : Epoch 582 | loss: 0.000128755 | val_loss: 0.000134994 | Time: 2573.83 ms [2020-12-15 11:44:02 main:574] : INFO : Epoch 583 | loss: 0.000116203 | val_loss: 0.000135048 | Time: 2588.27 ms [2020-12-15 11:44:04 main:574] : INFO : Epoch 584 | loss: 0.000132269 | val_loss: 0.000194841 | Time: 2584.25 ms [2020-12-15 11:44:07 main:574] : INFO : Epoch 585 | loss: 0.000154448 | val_loss: 0.000146909 | Time: 2586.56 ms [2020-12-15 11:44:09 main:574] : INFO : Epoch 586 | loss: 0.000121868 | val_loss: 0.00013109 | Time: 2587.2 ms [2020-12-15 11:44:12 main:574] : INFO : Epoch 587 | loss: 0.000112834 | val_loss: 0.000140599 | Time: 2581.54 ms [2020-12-15 11:44:15 main:574] : INFO : Epoch 588 | loss: 0.000140217 | val_loss: 0.000172862 | Time: 2581.44 ms [2020-12-15 11:44:17 main:574] : INFO : Epoch 589 | loss: 0.00013095 | val_loss: 0.000133935 | Time: 2580.81 ms [2020-12-15 11:44:20 main:574] : INFO : Epoch 590 | loss: 0.000114297 | val_loss: 0.000129803 | Time: 2579.72 ms [2020-12-15 11:44:22 main:574] : INFO : Epoch 591 | loss: 0.000131587 | val_loss: 0.000142217 | Time: 2580.55 ms [2020-12-15 11:44:25 main:574] : INFO : Epoch 592 | loss: 0.000123449 | val_loss: 0.000129536 | Time: 2580.12 ms [2020-12-15 11:44:27 main:574] : INFO : Epoch 593 | loss: 0.000111996 | val_loss: 0.000140825 | Time: 2579.6 ms [2020-12-15 11:44:30 main:574] : INFO : Epoch 594 | loss: 0.000172724 | val_loss: 0.000204741 | Time: 2577.9 ms [2020-12-15 11:44:33 main:574] : INFO : Epoch 595 | loss: 0.000148803 | val_loss: 0.0001404 | Time: 2575.12 ms [2020-12-15 11:44:35 main:574] : INFO : Epoch 596 | loss: 0.000115684 | val_loss: 0.000128837 | Time: 2572.4 ms [2020-12-15 11:44:38 main:574] : INFO : Epoch 597 | loss: 0.000110751 | val_loss: 0.000130875 | Time: 2575.64 ms [2020-12-15 11:44:40 main:574] : INFO : Epoch 598 | loss: 0.000140026 | val_loss: 0.000147999 | Time: 2579.17 ms [2020-12-15 11:44:43 main:574] : INFO : Epoch 599 | loss: 0.000130056 | val_loss: 0.000143402 | Time: 2583.43 ms [2020-12-15 11:44:46 main:574] : INFO : Epoch 600 | loss: 0.000117847 | val_loss: 0.000130339 | Time: 2574.29 ms [2020-12-15 11:44:48 main:574] : INFO : Epoch 601 | loss: 0.000116898 | val_loss: 0.000147758 | Time: 2583.78 ms [2020-12-15 11:44:51 main:574] : INFO : Epoch 602 | loss: 0.000142465 | val_loss: 0.000222997 | Time: 2584.18 ms [2020-12-15 11:44:53 main:574] : INFO : Epoch 603 | loss: 0.000148963 | val_loss: 0.000141442 | Time: 2584.1 ms [2020-12-15 11:44:56 main:574] : INFO : Epoch 604 | loss: 0.000124909 | val_loss: 0.0001299 | Time: 2584.49 ms [2020-12-15 11:44:58 main:574] : INFO : Epoch 605 | loss: 0.000116937 | val_loss: 0.000139888 | Time: 2581.63 ms [2020-12-15 11:45:01 main:574] : INFO : Epoch 606 | loss: 0.000113784 | val_loss: 0.000126495 | Time: 2582.37 ms [2020-12-15 11:45:04 main:574] : INFO : Epoch 607 | loss: 0.00010919 | val_loss: 0.000130121 | Time: 2582.92 ms [2020-12-15 11:45:06 main:574] : INFO : Epoch 608 | loss: 0.000177959 | val_loss: 0.000186553 | Time: 2581.68 ms [2020-12-15 11:45:09 main:574] : INFO : Epoch 609 | loss: 0.000145672 | val_loss: 0.000155912 | Time: 2582.02 ms [2020-12-15 11:45:11 main:574] : INFO : Epoch 610 | loss: 0.000119216 | val_loss: 0.00013043 | Time: 2579.4 ms [2020-12-15 11:45:14 main:574] : INFO : Epoch 611 | loss: 0.0001123 | val_loss: 0.000131477 | Time: 2577.25 ms [2020-12-15 11:45:17 main:574] : INFO : Epoch 612 | loss: 0.000128428 | val_loss: 0.000133702 | Time: 2579.21 ms [2020-12-15 11:45:19 main:574] : INFO : Epoch 613 | loss: 0.000116638 | val_loss: 0.000131039 | Time: 2579.08 ms [2020-12-15 11:45:22 main:574] : INFO : Epoch 614 | loss: 0.000116414 | val_loss: 0.000136247 | Time: 2579.02 ms [2020-12-15 11:45:24 main:574] : INFO : Epoch 615 | loss: 0.000124526 | val_loss: 0.000143559 | Time: 2575.81 ms [2020-12-15 11:45:27 main:574] : INFO : Epoch 616 | loss: 0.000124191 | val_loss: 0.000134035 | Time: 2575.95 ms [2020-12-15 11:45:29 main:574] : INFO : Epoch 617 | loss: 0.000146939 | val_loss: 0.000195213 | Time: 2583.15 ms [2020-12-15 11:45:32 main:574] : INFO : Epoch 618 | loss: 0.000147421 | val_loss: 0.000143093 | Time: 2578.72 ms [2020-12-15 11:45:35 main:574] : INFO : Epoch 619 | loss: 0.000117411 | val_loss: 0.000131127 | Time: 2578.6 ms [2020-12-15 11:45:37 main:574] : INFO : Epoch 620 | loss: 0.000110949 | val_loss: 0.000130893 | Time: 2579.62 ms [2020-12-15 11:45:40 main:574] : INFO : Epoch 621 | loss: 0.000125412 | val_loss: 0.000137373 | Time: 2575.89 ms [2020-12-15 11:45:42 main:574] : INFO : Epoch 622 | loss: 0.000140573 | val_loss: 0.000145615 | Time: 2579.82 ms [2020-12-15 11:45:45 main:574] : INFO : Epoch 623 | loss: 0.00011966 | val_loss: 0.000135075 | Time: 2574.01 ms [2020-12-15 11:45:48 main:574] : INFO : Epoch 624 | loss: 0.000131596 | val_loss: 0.000162412 | Time: 2582.2 ms [2020-12-15 11:45:50 main:574] : INFO : Epoch 625 | loss: 0.000131131 | val_loss: 0.00014792 | Time: 2580.86 ms [2020-12-15 11:45:53 main:574] : INFO : Epoch 626 | loss: 0.00012338 | val_loss: 0.000132193 | Time: 2590.95 ms [2020-12-15 11:45:55 main:574] : INFO : Epoch 627 | loss: 0.000113163 | val_loss: 0.000134748 | Time: 2583.44 ms [2020-12-15 11:45:58 main:574] : INFO : Epoch 628 | loss: 0.000136846 | val_loss: 0.000135962 | Time: 2581.81 ms [2020-12-15 11:46:01 main:574] : INFO : Epoch 629 | loss: 0.000118402 | val_loss: 0.000129953 | Time: 2584.34 ms [2020-12-15 11:46:03 main:574] : INFO : Epoch 630 | loss: 0.000115744 | val_loss: 0.000141163 | Time: 2583.61 ms [2020-12-15 11:46:06 main:574] : INFO : Epoch 631 | loss: 0.000141425 | val_loss: 0.000156289 | Time: 2579.38 ms [2020-12-15 11:46:08 main:574] : INFO : Epoch 632 | loss: 0.000144281 | val_loss: 0.000141212 | Time: 2585.66 ms [2020-12-15 11:46:11 main:574] : INFO : Epoch 633 | loss: 0.000116054 | val_loss: 0.000132162 | Time: 2577.39 ms [2020-12-15 11:46:13 main:574] : INFO : Epoch 634 | loss: 0.000111709 | val_loss: 0.000126902 | Time: 2580.11 ms [2020-12-15 11:46:16 main:574] : INFO : Epoch 635 | loss: 0.000135256 | val_loss: 0.000219776 | Time: 2578.38 ms [2020-12-15 11:46:19 main:574] : INFO : Epoch 636 | loss: 0.000160661 | val_loss: 0.000145016 | Time: 2578.06 ms [2020-12-15 11:46:21 main:574] : INFO : Epoch 637 | loss: 0.000125694 | val_loss: 0.000135747 | Time: 2578.42 ms [2020-12-15 11:46:24 main:574] : INFO : Epoch 638 | loss: 0.000112279 | val_loss: 0.00012817 | Time: 2582.98 ms [2020-12-15 11:46:26 main:574] : INFO : Epoch 639 | loss: 0.000124598 | val_loss: 0.000200343 | Time: 2579.36 ms [2020-12-15 11:46:29 main:574] : INFO : Epoch 640 | loss: 0.000139863 | val_loss: 0.000134879 | Time: 2574.61 ms [2020-12-15 11:46:31 main:574] : INFO : Epoch 641 | loss: 0.000133504 | val_loss: 0.000144334 | Time: 2578.19 ms [2020-12-15 11:46:34 main:574] : INFO : Epoch 642 | loss: 0.000126196 | val_loss: 0.000134055 | Time: 2574.21 ms [2020-12-15 11:46:37 main:574] : INFO : Epoch 643 | loss: 0.000115668 | val_loss: 0.00013972 | Time: 2577.15 ms [2020-12-15 11:46:39 main:574] : INFO : Epoch 644 | loss: 0.00012786 | val_loss: 0.000151487 | Time: 2576.6 ms [2020-12-15 11:46:42 main:574] : INFO : Epoch 645 | loss: 0.000121604 | val_loss: 0.000139729 | Time: 2578.84 ms [2020-12-15 11:46:44 main:574] : INFO : Epoch 646 | loss: 0.000127441 | val_loss: 0.000132686 | Time: 2579.38 ms [2020-12-15 11:46:47 main:574] : INFO : Epoch 647 | loss: 0.000118153 | val_loss: 0.000157826 | Time: 2577.02 ms [2020-12-15 11:46:50 main:574] : INFO : Epoch 648 | loss: 0.000147116 | val_loss: 0.000164419 | Time: 2583.25 ms [2020-12-15 11:46:52 main:574] : INFO : Epoch 649 | loss: 0.00014614 | val_loss: 0.000148236 | Time: 2581.51 ms [2020-12-15 11:46:55 main:574] : INFO : Epoch 650 | loss: 0.000118309 | val_loss: 0.000130205 | Time: 2583.77 ms [2020-12-15 11:46:57 main:574] : INFO : Epoch 651 | loss: 0.000126396 | val_loss: 0.000210429 | Time: 2581.84 ms [2020-12-15 11:47:00 main:574] : INFO : Epoch 652 | loss: 0.00014487 | val_loss: 0.000146404 | Time: 2580.4 ms [2020-12-15 11:47:03 main:574] : INFO : Epoch 653 | loss: 0.000125594 | val_loss: 0.000133954 | Time: 2585.5 ms [2020-12-15 11:47:05 main:574] : INFO : Epoch 654 | loss: 0.000113604 | val_loss: 0.000131175 | Time: 2585.62 ms [2020-12-15 11:47:08 main:574] : INFO : Epoch 655 | loss: 0.000123418 | val_loss: 0.000127579 | Time: 2581.66 ms [2020-12-15 11:47:10 main:574] : INFO : Epoch 656 | loss: 0.000119294 | val_loss: 0.00018607 | Time: 2584.81 ms [2020-12-15 11:47:13 main:574] : INFO : Epoch 657 | loss: 0.000162695 | val_loss: 0.000257309 | Time: 2590.95 ms [2020-12-15 11:47:15 main:574] : INFO : Epoch 658 | loss: 0.000186287 | val_loss: 0.000146741 | Time: 2585.84 ms [2020-12-15 11:47:18 main:574] : INFO : Epoch 659 | loss: 0.00011836 | val_loss: 0.00012968 | Time: 2590.88 ms [2020-12-15 11:47:21 main:574] : INFO : Epoch 660 | loss: 0.000109467 | val_loss: 0.000125123 | Time: 2589.85 ms [2020-12-15 11:47:23 main:574] : INFO : Epoch 661 | loss: 0.000120788 | val_loss: 0.000141019 | Time: 2587.49 ms [2020-12-15 11:47:26 main:574] : INFO : Epoch 662 | loss: 0.000116054 | val_loss: 0.000131191 | Time: 2587.56 ms [2020-12-15 11:47:28 main:574] : INFO : Epoch 663 | loss: 0.000119927 | val_loss: 0.000136977 | Time: 2585.7 ms [2020-12-15 11:47:31 main:574] : INFO : Epoch 664 | loss: 0.000115476 | val_loss: 0.000129403 | Time: 2591.87 ms [2020-12-15 11:47:34 main:574] : INFO : Epoch 665 | loss: 0.00012166 | val_loss: 0.000151162 | Time: 2587.82 ms [2020-12-15 11:47:36 main:574] : INFO : Epoch 666 | loss: 0.000130457 | val_loss: 0.000192251 | Time: 2586.01 ms [2020-12-15 11:47:39 main:574] : INFO : Epoch 667 | loss: 0.000164761 | val_loss: 0.000148979 | Time: 2586.89 ms [2020-12-15 11:47:41 main:574] : INFO : Epoch 668 | loss: 0.000121631 | val_loss: 0.000136238 | Time: 2582.12 ms [2020-12-15 11:47:44 main:574] : INFO : Epoch 669 | loss: 0.000116129 | val_loss: 0.000125944 | Time: 2582.61 ms [2020-12-15 11:47:47 main:574] : INFO : Epoch 670 | loss: 0.000115003 | val_loss: 0.00014906 | Time: 2575.19 ms [2020-12-15 11:47:49 main:574] : INFO : Epoch 671 | loss: 0.000129852 | val_loss: 0.000138535 | Time: 2585.59 ms [2020-12-15 11:47:52 main:574] : INFO : Epoch 672 | loss: 0.000121933 | val_loss: 0.000144622 | Time: 2572 ms [2020-12-15 11:47:54 main:574] : INFO : Epoch 673 | loss: 0.000133715 | val_loss: 0.000142302 | Time: 2581.01 ms [2020-12-15 11:47:57 main:574] : INFO : Epoch 674 | loss: 0.000116527 | val_loss: 0.000132331 | Time: 2575.42 ms [2020-12-15 11:47:59 main:574] : INFO : Epoch 675 | loss: 0.00011891 | val_loss: 0.00013444 | Time: 2576.2 ms [2020-12-15 11:48:02 main:574] : INFO : Epoch 676 | loss: 0.000131651 | val_loss: 0.000208199 | Time: 2577.31 ms [2020-12-15 11:48:05 main:574] : INFO : Epoch 677 | loss: 0.000141847 | val_loss: 0.000152449 | Time: 2579.34 ms [2020-12-15 11:48:07 main:574] : INFO : Epoch 678 | loss: 0.000132563 | val_loss: 0.000168862 | Time: 2578.08 ms [2020-12-15 11:48:10 main:574] : INFO : Epoch 679 | loss: 0.00012775 | val_loss: 0.00013095 | Time: 2575.67 ms [2020-12-15 11:48:12 main:574] : INFO : Epoch 680 | loss: 0.000116631 | val_loss: 0.000135253 | Time: 2580.81 ms [2020-12-15 11:48:15 main:574] : INFO : Epoch 681 | loss: 0.000116089 | val_loss: 0.00013905 | Time: 2572.74 ms [2020-12-15 11:48:18 main:574] : INFO : Epoch 682 | loss: 0.000148928 | val_loss: 0.000154081 | Time: 2579.91 ms [2020-12-15 11:48:20 main:574] : INFO : Epoch 683 | loss: 0.000126165 | val_loss: 0.000134617 | Time: 2577.76 ms [2020-12-15 11:48:23 main:574] : INFO : Epoch 684 | loss: 0.000121229 | val_loss: 0.000137047 | Time: 2576.58 ms [2020-12-15 11:48:25 main:574] : INFO : Epoch 685 | loss: 0.000116149 | val_loss: 0.000131005 | Time: 2576.75 ms [2020-12-15 11:48:28 main:574] : INFO : Epoch 686 | loss: 0.000126124 | val_loss: 0.000170764 | Time: 2575.77 ms [2020-12-15 11:48:30 main:574] : INFO : Epoch 687 | loss: 0.000185093 | val_loss: 0.000188275 | Time: 2577.65 ms [2020-12-15 11:48:33 main:574] : INFO : Epoch 688 | loss: 0.000139093 | val_loss: 0.000136047 | Time: 2578.29 ms [2020-12-15 11:48:36 main:574] : INFO : Epoch 689 | loss: 0.000114465 | val_loss: 0.00012775 | Time: 2580.17 ms [2020-12-15 11:48:38 main:574] : INFO : Epoch 690 | loss: 0.000108624 | val_loss: 0.00012656 | Time: 2581.35 ms [2020-12-15 11:48:41 main:574] : INFO : Epoch 691 | loss: 0.000112869 | val_loss: 0.000166427 | Time: 2577.49 ms [2020-12-15 11:48:43 main:574] : INFO : Epoch 692 | loss: 0.00014565 | val_loss: 0.000146965 | Time: 2582.57 ms [2020-12-15 11:48:46 main:574] : INFO : Epoch 693 | loss: 0.000121279 | val_loss: 0.000131016 | Time: 2578.26 ms [2020-12-15 11:48:48 main:574] : INFO : Epoch 694 | loss: 0.000111798 | val_loss: 0.000129097 | Time: 2575.31 ms [2020-12-15 11:48:51 main:574] : INFO : Epoch 695 | loss: 0.000130202 | val_loss: 0.000223242 | Time: 2578.33 ms [2020-12-15 11:48:54 main:574] : INFO : Epoch 696 | loss: 0.000172837 | val_loss: 0.000149742 | Time: 2576.24 ms [2020-12-15 11:48:56 main:574] : INFO : Epoch 697 | loss: 0.000123917 | val_loss: 0.000135339 | Time: 2580.16 ms [2020-12-15 11:48:59 main:574] : INFO : Epoch 698 | loss: 0.000113116 | val_loss: 0.000128712 | Time: 2581.38 ms [2020-12-15 11:49:01 main:574] : INFO : Epoch 699 | loss: 0.000110627 | val_loss: 0.000128561 | Time: 2580.21 ms [2020-12-15 11:49:04 main:574] : INFO : Epoch 700 | loss: 0.000124239 | val_loss: 0.000152706 | Time: 2575.3 ms [2020-12-15 11:49:07 main:574] : INFO : Epoch 701 | loss: 0.00012489 | val_loss: 0.000137565 | Time: 2574.94 ms [2020-12-15 11:49:09 main:574] : INFO : Epoch 702 | loss: 0.00011491 | val_loss: 0.000132992 | Time: 2577.04 ms [2020-12-15 11:49:12 main:574] : INFO : Epoch 703 | loss: 0.000134151 | val_loss: 0.000151691 | Time: 2581.99 ms [2020-12-15 11:49:14 main:574] : INFO : Epoch 704 | loss: 0.000146608 | val_loss: 0.000137155 | Time: 2581.74 ms [2020-12-15 11:49:17 main:574] : INFO : Epoch 705 | loss: 0.000119508 | val_loss: 0.000132275 | Time: 2576.51 ms [2020-12-15 11:49:19 main:574] : INFO : Epoch 706 | loss: 0.000112713 | val_loss: 0.000133224 | Time: 2573.25 ms [2020-12-15 11:49:22 main:574] : INFO : Epoch 707 | loss: 0.000134044 | val_loss: 0.000192728 | Time: 2581.82 ms [2020-12-15 11:49:25 main:574] : INFO : Epoch 708 | loss: 0.000133442 | val_loss: 0.000138336 | Time: 2582.19 ms [2020-12-15 11:49:27 main:574] : INFO : Epoch 709 | loss: 0.000127063 | val_loss: 0.000144119 | Time: 2583.18 ms [2020-12-15 11:49:30 main:574] : INFO : Epoch 710 | loss: 0.000120376 | val_loss: 0.000145221 | Time: 2576.08 ms [2020-12-15 11:49:32 main:574] : INFO : Epoch 711 | loss: 0.000131319 | val_loss: 0.000143506 | Time: 2578.05 ms [2020-12-15 11:49:35 main:574] : INFO : Epoch 712 | loss: 0.000124028 | val_loss: 0.000130584 | Time: 2579.83 ms [2020-12-15 11:49:38 main:574] : INFO : Epoch 713 | loss: 0.000110806 | val_loss: 0.000131932 | Time: 2580.08 ms [2020-12-15 11:49:40 main:574] : INFO : Epoch 714 | loss: 0.000130687 | val_loss: 0.000177766 | Time: 2575.04 ms [2020-12-15 11:49:43 main:574] : INFO : Epoch 715 | loss: 0.000151324 | val_loss: 0.000150109 | Time: 2588.1 ms [2020-12-15 11:49:45 main:574] : INFO : Epoch 716 | loss: 0.000118604 | val_loss: 0.000132893 | Time: 2579.73 ms [2020-12-15 11:49:48 main:574] : INFO : Epoch 717 | loss: 0.000113474 | val_loss: 0.000136474 | Time: 2574.39 ms [2020-12-15 11:49:50 main:574] : INFO : Epoch 718 | loss: 0.000142439 | val_loss: 0.00014527 | Time: 2580.01 ms [2020-12-15 11:49:53 main:574] : INFO : Epoch 719 | loss: 0.000131724 | val_loss: 0.000137815 | Time: 2577.22 ms [2020-12-15 11:49:56 main:574] : INFO : Epoch 720 | loss: 0.000115822 | val_loss: 0.000133751 | Time: 2578.84 ms [2020-12-15 11:49:58 main:574] : INFO : Epoch 721 | loss: 0.000117154 | val_loss: 0.000137513 | Time: 2578.84 ms [2020-12-15 11:50:01 main:574] : INFO : Epoch 722 | loss: 0.00013121 | val_loss: 0.000139194 | Time: 2585.62 ms [2020-12-15 11:50:03 main:574] : INFO : Epoch 723 | loss: 0.000141055 | val_loss: 0.000170016 | Time: 2578.05 ms [2020-12-15 11:50:06 main:574] : INFO : Epoch 724 | loss: 0.000135111 | val_loss: 0.000130478 | Time: 2580.23 ms [2020-12-15 11:50:09 main:574] : INFO : Epoch 725 | loss: 0.000112666 | val_loss: 0.000130188 | Time: 2583 ms [2020-12-15 11:50:11 main:574] : INFO : Epoch 726 | loss: 0.000116988 | val_loss: 0.000134194 | Time: 2578.21 ms [2020-12-15 11:50:14 main:574] : INFO : Epoch 727 | loss: 0.00014051 | val_loss: 0.000167916 | Time: 2581.65 ms [2020-12-15 11:50:16 main:574] : INFO : Epoch 728 | loss: 0.00012812 | val_loss: 0.000138654 | Time: 2581 ms [2020-12-15 11:50:19 main:574] : INFO : Epoch 729 | loss: 0.000115682 | val_loss: 0.000138302 | Time: 2586.48 ms [2020-12-15 11:50:21 main:574] : INFO : Epoch 730 | loss: 0.000149165 | val_loss: 0.000175912 | Time: 2582.9 ms [2020-12-15 11:50:24 main:574] : INFO : Epoch 731 | loss: 0.000136768 | val_loss: 0.000139629 | Time: 2579.75 ms [2020-12-15 11:50:27 main:574] : INFO : Epoch 732 | loss: 0.000115414 | val_loss: 0.000129666 | Time: 2582.33 ms [2020-12-15 11:50:29 main:574] : INFO : Epoch 733 | loss: 0.000114751 | val_loss: 0.000136583 | Time: 2576.94 ms [2020-12-15 11:50:32 main:574] : INFO : Epoch 734 | loss: 0.000114173 | val_loss: 0.000131594 | Time: 2580.69 ms [2020-12-15 11:50:34 main:574] : INFO : Epoch 735 | loss: 0.000147897 | val_loss: 0.000197713 | Time: 2580.55 ms [2020-12-15 11:50:37 main:574] : INFO : Epoch 736 | loss: 0.000158127 | val_loss: 0.000155596 | Time: 2583.84 ms [2020-12-15 11:50:40 main:574] : INFO : Epoch 737 | loss: 0.00012239 | val_loss: 0.000135347 | Time: 2580.21 ms [2020-12-15 11:50:42 main:574] : INFO : Epoch 738 | loss: 0.000111486 | val_loss: 0.000126912 | Time: 2585.17 ms [2020-12-15 11:50:45 main:574] : INFO : Epoch 739 | loss: 0.000108927 | val_loss: 0.000130482 | Time: 2581.22 ms [2020-12-15 11:50:47 main:574] : INFO : Epoch 740 | loss: 0.000140351 | val_loss: 0.000158769 | Time: 2579.85 ms [2020-12-15 11:50:50 main:574] : INFO : Epoch 741 | loss: 0.000164494 | val_loss: 0.000192692 | Time: 2586.3 ms [2020-12-15 11:50:53 main:574] : INFO : Epoch 742 | loss: 0.000138687 | val_loss: 0.000134241 | Time: 2581.59 ms [2020-12-15 11:50:55 main:574] : INFO : Epoch 743 | loss: 0.000113252 | val_loss: 0.000127284 | Time: 2579.95 ms [2020-12-15 11:50:58 main:574] : INFO : Epoch 744 | loss: 0.000107739 | val_loss: 0.000126515 | Time: 2584.08 ms [2020-12-15 11:51:00 main:574] : INFO : Epoch 745 | loss: 0.000119047 | val_loss: 0.000158922 | Time: 2579.94 ms [2020-12-15 11:51:03 main:574] : INFO : Epoch 746 | loss: 0.000127068 | val_loss: 0.000140053 | Time: 2577.54 ms [2020-12-15 11:51:05 main:574] : INFO : Epoch 747 | loss: 0.000114224 | val_loss: 0.000128079 | Time: 2572.87 ms [2020-12-15 11:51:08 main:574] : INFO : Epoch 748 | loss: 0.000121502 | val_loss: 0.00016679 | Time: 2576.64 ms [2020-12-15 11:51:11 main:574] : INFO : Epoch 749 | loss: 0.000135554 | val_loss: 0.000137346 | Time: 2574.98 ms [2020-12-15 11:51:13 main:574] : INFO : Epoch 750 | loss: 0.000125038 | val_loss: 0.000187408 | Time: 2574.26 ms [2020-12-15 11:51:16 main:574] : INFO : Epoch 751 | loss: 0.000171855 | val_loss: 0.000163953 | Time: 2579.68 ms [2020-12-15 11:51:18 main:574] : INFO : Epoch 752 | loss: 0.000141583 | val_loss: 0.000145421 | Time: 2579.01 ms [2020-12-15 11:51:21 main:574] : INFO : Epoch 753 | loss: 0.000119193 | val_loss: 0.00013091 | Time: 2570.51 ms [2020-12-15 11:51:23 main:574] : INFO : Epoch 754 | loss: 0.000113834 | val_loss: 0.000130119 | Time: 2577.09 ms [2020-12-15 11:51:26 main:574] : INFO : Epoch 755 | loss: 0.000113236 | val_loss: 0.000144375 | Time: 2577.51 ms [2020-12-15 11:51:29 main:574] : INFO : Epoch 756 | loss: 0.000144703 | val_loss: 0.000156712 | Time: 2581.21 ms [2020-12-15 11:51:31 main:574] : INFO : Epoch 757 | loss: 0.000128319 | val_loss: 0.000139303 | Time: 2581.33 ms [2020-12-15 11:51:34 main:574] : INFO : Epoch 758 | loss: 0.000118707 | val_loss: 0.000131753 | Time: 2582.92 ms [2020-12-15 11:51:36 main:574] : INFO : Epoch 759 | loss: 0.000112545 | val_loss: 0.000138634 | Time: 2582.87 ms [2020-12-15 11:51:39 main:574] : INFO : Epoch 760 | loss: 0.000148068 | val_loss: 0.000154026 | Time: 2572.13 ms [2020-12-15 11:51:42 main:574] : INFO : Epoch 761 | loss: 0.000124534 | val_loss: 0.000144322 | Time: 2576.21 ms [2020-12-15 11:51:44 main:574] : INFO : Epoch 762 | loss: 0.000119843 | val_loss: 0.00013027 | Time: 2579.62 ms [2020-12-15 11:51:47 main:574] : INFO : Epoch 763 | loss: 0.000109928 | val_loss: 0.000126292 | Time: 2584.58 ms [2020-12-15 11:51:49 main:574] : INFO : Epoch 764 | loss: 0.00011223 | val_loss: 0.000158433 | Time: 2577.27 ms [2020-12-15 11:51:52 main:574] : INFO : Epoch 765 | loss: 0.000154112 | val_loss: 0.000141475 | Time: 2575.65 ms [2020-12-15 11:51:54 main:574] : INFO : Epoch 766 | loss: 0.000119993 | val_loss: 0.000133441 | Time: 2583.8 ms [2020-12-15 11:51:57 main:574] : INFO : Epoch 767 | loss: 0.000121138 | val_loss: 0.000155049 | Time: 2579.51 ms [2020-12-15 11:52:00 main:574] : INFO : Epoch 768 | loss: 0.000122668 | val_loss: 0.000135698 | Time: 2580.02 ms [2020-12-15 11:52:02 main:574] : INFO : Epoch 769 | loss: 0.000111786 | val_loss: 0.000128348 | Time: 2579.45 ms [2020-12-15 11:52:05 main:574] : INFO : Epoch 770 | loss: 0.000169846 | val_loss: 0.000205401 | Time: 2583.87 ms [2020-12-15 11:52:07 main:574] : INFO : Epoch 771 | loss: 0.000157232 | val_loss: 0.000147172 | Time: 2581.98 ms [2020-12-15 11:52:10 main:574] : INFO : Epoch 772 | loss: 0.000122666 | val_loss: 0.000134451 | Time: 2581.84 ms [2020-12-15 11:52:13 main:574] : INFO : Epoch 773 | loss: 0.000115113 | val_loss: 0.000131908 | Time: 2582.91 ms [2020-12-15 11:52:15 main:574] : INFO : Epoch 774 | loss: 0.000110877 | val_loss: 0.000127285 | Time: 2586.15 ms [2020-12-15 11:52:18 main:574] : INFO : Epoch 775 | loss: 0.000111821 | val_loss: 0.000129692 | Time: 2579.34 ms [2020-12-15 11:52:20 main:574] : INFO : Epoch 776 | loss: 0.000126062 | val_loss: 0.000157914 | Time: 2584.15 ms [2020-12-15 11:52:23 main:574] : INFO : Epoch 777 | loss: 0.000135622 | val_loss: 0.000169466 | Time: 2576.4 ms [2020-12-15 11:52:26 main:574] : INFO : Epoch 778 | loss: 0.000140712 | val_loss: 0.000138368 | Time: 2583.64 ms [2020-12-15 11:52:28 main:574] : INFO : Epoch 779 | loss: 0.000116403 | val_loss: 0.00012992 | Time: 2583.68 ms [2020-12-15 11:52:31 main:574] : INFO : Epoch 780 | loss: 0.00011509 | val_loss: 0.000159544 | Time: 2576.64 ms [2020-12-15 11:52:33 main:574] : INFO : Epoch 781 | loss: 0.000143256 | val_loss: 0.000146583 | Time: 2582.21 ms [2020-12-15 11:52:36 main:574] : INFO : Epoch 782 | loss: 0.00011963 | val_loss: 0.000134956 | Time: 2583.31 ms [2020-12-15 11:52:38 main:574] : INFO : Epoch 783 | loss: 0.000129744 | val_loss: 0.000149102 | Time: 2581.18 ms [2020-12-15 11:52:41 main:574] : INFO : Epoch 784 | loss: 0.000171629 | val_loss: 0.000290832 | Time: 2576.06 ms [2020-12-15 11:52:44 main:574] : INFO : Epoch 785 | loss: 0.00134453 | val_loss: 0.0031693 | Time: 2576.65 ms [2020-12-15 11:52:46 main:574] : INFO : Epoch 786 | loss: 0.00390224 | val_loss: 0.00239244 | Time: 2581.11 ms [2020-12-15 11:52:49 main:574] : INFO : Epoch 787 | loss: 0.00121914 | val_loss: 0.000575432 | Time: 2577.42 ms [2020-12-15 11:52:51 main:574] : INFO : Epoch 788 | loss: 0.000411705 | val_loss: 0.000310832 | Time: 2577.42 ms [2020-12-15 11:52:54 main:574] : INFO : Epoch 789 | loss: 0.000239526 | val_loss: 0.000223969 | Time: 2578.05 ms [2020-12-15 11:52:57 main:574] : INFO : Epoch 790 | loss: 0.000191505 | val_loss: 0.000196373 | Time: 2579.22 ms [2020-12-15 11:52:59 main:574] : INFO : Epoch 791 | loss: 0.000172462 | val_loss: 0.000182548 | Time: 2578.96 ms [2020-12-15 11:53:02 main:574] : INFO : Epoch 792 | loss: 0.00016143 | val_loss: 0.00017323 | Time: 2576.68 ms [2020-12-15 11:53:04 main:574] : INFO : Epoch 793 | loss: 0.000153356 | val_loss: 0.000166366 | Time: 2579.51 ms [2020-12-15 11:53:07 main:574] : INFO : Epoch 794 | loss: 0.000147395 | val_loss: 0.000161241 | Time: 2569.79 ms [2020-12-15 11:53:09 main:574] : INFO : Epoch 795 | loss: 0.000142936 | val_loss: 0.000157085 | Time: 2579.6 ms [2020-12-15 11:53:12 main:574] : INFO : Epoch 796 | loss: 0.000139185 | val_loss: 0.000153828 | Time: 2577.06 ms [2020-12-15 11:53:15 main:574] : INFO : Epoch 797 | loss: 0.000136104 | val_loss: 0.000150855 | Time: 2582.72 ms [2020-12-15 11:53:17 main:574] : INFO : Epoch 798 | loss: 0.000133599 | val_loss: 0.000148714 | Time: 2578.63 ms [2020-12-15 11:53:20 main:574] : INFO : Epoch 799 | loss: 0.000131531 | val_loss: 0.000146687 | Time: 2580.11 ms [2020-12-15 11:53:22 main:574] : INFO : Epoch 800 | loss: 0.000129573 | val_loss: 0.000144715 | Time: 2582.4 ms [2020-12-15 11:53:25 main:574] : INFO : Epoch 801 | loss: 0.000128031 | val_loss: 0.000143443 | Time: 2579.92 ms [2020-12-15 11:53:28 main:574] : INFO : Epoch 802 | loss: 0.00012659 | val_loss: 0.000142135 | Time: 2578.79 ms [2020-12-15 11:53:30 main:574] : INFO : Epoch 803 | loss: 0.000125424 | val_loss: 0.00014211 | Time: 2579.48 ms [2020-12-15 11:53:33 main:574] : INFO : Epoch 804 | loss: 0.000126598 | val_loss: 0.00014444 | Time: 2580.11 ms [2020-12-15 11:53:35 main:574] : INFO : Epoch 805 | loss: 0.000128027 | val_loss: 0.000144043 | Time: 2579.71 ms [2020-12-15 11:53:38 main:574] : INFO : Epoch 806 | loss: 0.00013042 | val_loss: 0.000147304 | Time: 2578.53 ms [2020-12-15 11:53:40 main:574] : INFO : Epoch 807 | loss: 0.00012476 | val_loss: 0.000138273 | Time: 2577.8 ms [2020-12-15 11:53:43 main:574] : INFO : Epoch 808 | loss: 0.000128022 | val_loss: 0.000157587 | Time: 2578.18 ms [2020-12-15 11:53:46 main:574] : INFO : Epoch 809 | loss: 0.000130173 | val_loss: 0.00013991 | Time: 2575.38 ms [2020-12-15 11:53:48 main:574] : INFO : Epoch 810 | loss: 0.000122751 | val_loss: 0.000140776 | Time: 2583.99 ms [2020-12-15 11:53:51 main:574] : INFO : Epoch 811 | loss: 0.000120818 | val_loss: 0.000143623 | Time: 2578.48 ms [2020-12-15 11:53:53 main:574] : INFO : Epoch 812 | loss: 0.000159025 | val_loss: 0.000157082 | Time: 2582.16 ms [2020-12-15 11:53:56 main:574] : INFO : Epoch 813 | loss: 0.000127805 | val_loss: 0.000140116 | Time: 2577.3 ms [2020-12-15 11:53:59 main:574] : INFO : Epoch 814 | loss: 0.000119624 | val_loss: 0.000134414 | Time: 2581.6 ms [2020-12-15 11:54:01 main:574] : INFO : Epoch 815 | loss: 0.000117275 | val_loss: 0.000132902 | Time: 2576.29 ms [2020-12-15 11:54:04 main:574] : INFO : Epoch 816 | loss: 0.000116553 | val_loss: 0.000132383 | Time: 2584.91 ms [2020-12-15 11:54:06 main:574] : INFO : Epoch 817 | loss: 0.000137534 | val_loss: 0.00037992 | Time: 2578.79 ms [2020-12-15 11:54:09 main:574] : INFO : Epoch 818 | loss: 0.00023891 | val_loss: 0.000159183 | Time: 2581.37 ms [2020-12-15 11:54:11 main:574] : INFO : Epoch 819 | loss: 0.000132783 | val_loss: 0.000139195 | Time: 2574.57 ms [2020-12-15 11:54:14 main:574] : INFO : Epoch 820 | loss: 0.00011985 | val_loss: 0.000133759 | Time: 2586.43 ms [2020-12-15 11:54:17 main:574] : INFO : Epoch 821 | loss: 0.000116461 | val_loss: 0.00013181 | Time: 2579.65 ms [2020-12-15 11:54:19 main:574] : INFO : Epoch 822 | loss: 0.000115348 | val_loss: 0.000131038 | Time: 2585.47 ms [2020-12-15 11:54:22 main:574] : INFO : Epoch 823 | loss: 0.000115011 | val_loss: 0.000130876 | Time: 2575.46 ms [2020-12-15 11:54:24 main:574] : INFO : Epoch 824 | loss: 0.000114241 | val_loss: 0.00013018 | Time: 2578.56 ms [2020-12-15 11:54:27 main:574] : INFO : Epoch 825 | loss: 0.000113724 | val_loss: 0.000129856 | Time: 2580.46 ms [2020-12-15 11:54:30 main:574] : INFO : Epoch 826 | loss: 0.000120582 | val_loss: 0.000170025 | Time: 2585.68 ms [2020-12-15 11:54:32 main:574] : INFO : Epoch 827 | loss: 0.000152724 | val_loss: 0.000138274 | Time: 2582.2 ms [2020-12-15 11:54:35 main:574] : INFO : Epoch 828 | loss: 0.000118564 | val_loss: 0.000132679 | Time: 2585.22 ms [2020-12-15 11:54:37 main:574] : INFO : Epoch 829 | loss: 0.000114985 | val_loss: 0.000130179 | Time: 2582.27 ms [2020-12-15 11:54:40 main:574] : INFO : Epoch 830 | loss: 0.000128188 | val_loss: 0.000190556 | Time: 2580.43 ms [2020-12-15 11:54:42 main:574] : INFO : Epoch 831 | loss: 0.000130767 | val_loss: 0.000135785 | Time: 2584.15 ms [2020-12-15 11:54:45 main:574] : INFO : Epoch 832 | loss: 0.000114762 | val_loss: 0.000128978 | Time: 2572.63 ms [2020-12-15 11:54:48 main:574] : INFO : Epoch 833 | loss: 0.000118404 | val_loss: 0.000176333 | Time: 2581.09 ms [2020-12-15 11:54:50 main:574] : INFO : Epoch 834 | loss: 0.000169177 | val_loss: 0.000146065 | Time: 2586.59 ms [2020-12-15 11:54:53 main:574] : INFO : Epoch 835 | loss: 0.000119851 | val_loss: 0.000130224 | Time: 2585.13 ms [2020-12-15 11:54:55 main:574] : INFO : Epoch 836 | loss: 0.000112882 | val_loss: 0.000128774 | Time: 2586.6 ms [2020-12-15 11:54:58 main:574] : INFO : Epoch 837 | loss: 0.000112349 | val_loss: 0.000131638 | Time: 2586.57 ms [2020-12-15 11:55:01 main:574] : INFO : Epoch 838 | loss: 0.000191952 | val_loss: 0.000181004 | Time: 2583.82 ms [2020-12-15 11:55:03 main:574] : INFO : Epoch 839 | loss: 0.000132144 | val_loss: 0.000137762 | Time: 2583.75 ms [2020-12-15 11:55:06 main:574] : INFO : Epoch 840 | loss: 0.000116403 | val_loss: 0.000129363 | Time: 2586.14 ms [2020-12-15 11:55:08 main:574] : INFO : Epoch 841 | loss: 0.000112673 | val_loss: 0.000129122 | Time: 2584.22 ms [2020-12-15 11:55:11 main:574] : INFO : Epoch 842 | loss: 0.000113175 | val_loss: 0.000131328 | Time: 2588.76 ms [2020-12-15 11:55:13 main:574] : INFO : Epoch 843 | loss: 0.00011412 | val_loss: 0.000130491 | Time: 2580.98 ms [2020-12-15 11:55:16 main:574] : INFO : Epoch 844 | loss: 0.000121326 | val_loss: 0.000151736 | Time: 2585.52 ms [2020-12-15 11:55:19 main:574] : INFO : Epoch 845 | loss: 0.000134525 | val_loss: 0.000199885 | Time: 2585.26 ms [2020-12-15 11:55:21 main:574] : INFO : Epoch 846 | loss: 0.000133523 | val_loss: 0.000128653 | Time: 2586.01 ms [2020-12-15 11:55:24 main:574] : INFO : Epoch 847 | loss: 0.000115152 | val_loss: 0.0001375 | Time: 2582.89 ms [2020-12-15 11:55:26 main:574] : INFO : Epoch 848 | loss: 0.000147446 | val_loss: 0.000158028 | Time: 2584.7 ms [2020-12-15 11:55:29 main:574] : INFO : Epoch 849 | loss: 0.000120765 | val_loss: 0.000128114 | Time: 2582.26 ms [2020-12-15 11:55:32 main:574] : INFO : Epoch 850 | loss: 0.000112407 | val_loss: 0.00012768 | Time: 2572.97 ms [2020-12-15 11:55:34 main:574] : INFO : Epoch 851 | loss: 0.000110595 | val_loss: 0.000127022 | Time: 2580.62 ms [2020-12-15 11:55:37 main:574] : INFO : Epoch 852 | loss: 0.00014229 | val_loss: 0.000293903 | Time: 2584.18 ms [2020-12-15 11:55:39 main:574] : INFO : Epoch 853 | loss: 0.000176479 | val_loss: 0.000152014 | Time: 2576.5 ms [2020-12-15 11:55:42 main:574] : INFO : Epoch 854 | loss: 0.000121661 | val_loss: 0.000131569 | Time: 2583.22 ms [2020-12-15 11:55:45 main:574] : INFO : Epoch 855 | loss: 0.000112274 | val_loss: 0.000126961 | Time: 2586.92 ms [2020-12-15 11:55:47 main:574] : INFO : Epoch 856 | loss: 0.000111385 | val_loss: 0.000131771 | Time: 2584.54 ms [2020-12-15 11:55:50 main:574] : INFO : Epoch 857 | loss: 0.000144582 | val_loss: 0.000136017 | Time: 2577.79 ms [2020-12-15 11:55:52 main:574] : INFO : Epoch 858 | loss: 0.00013004 | val_loss: 0.000156798 | Time: 2584.38 ms [2020-12-15 11:55:55 main:574] : INFO : Epoch 859 | loss: 0.000117872 | val_loss: 0.000128435 | Time: 2583.3 ms [2020-12-15 11:55:57 main:574] : INFO : Epoch 860 | loss: 0.000111872 | val_loss: 0.000126606 | Time: 2576.69 ms [2020-12-15 11:56:00 main:574] : INFO : Epoch 861 | loss: 0.000112484 | val_loss: 0.000147288 | Time: 2577.58 ms [2020-12-15 11:56:03 main:574] : INFO : Epoch 862 | loss: 0.000145442 | val_loss: 0.000137182 | Time: 2584.44 ms [2020-12-15 11:56:05 main:574] : INFO : Epoch 863 | loss: 0.000117853 | val_loss: 0.000128508 | Time: 2579.88 ms [2020-12-15 11:56:08 main:574] : INFO : Epoch 864 | loss: 0.000111561 | val_loss: 0.000131399 | Time: 2587.64 ms [2020-12-15 11:56:10 main:574] : INFO : Epoch 865 | loss: 0.000166519 | val_loss: 0.000186261 | Time: 2582.39 ms [2020-12-15 11:56:13 main:574] : INFO : Epoch 866 | loss: 0.000129212 | val_loss: 0.000130023 | Time: 2581.88 ms [2020-12-15 11:56:16 main:574] : INFO : Epoch 867 | loss: 0.00011347 | val_loss: 0.000127676 | Time: 2580.94 ms [2020-12-15 11:56:18 main:574] : INFO : Epoch 868 | loss: 0.000110133 | val_loss: 0.000125876 | Time: 2581.06 ms [2020-12-15 11:56:21 main:574] : INFO : Epoch 869 | loss: 0.000119203 | val_loss: 0.000178765 | Time: 2583.07 ms [2020-12-15 11:56:23 main:574] : INFO : Epoch 870 | loss: 0.000134889 | val_loss: 0.000132812 | Time: 2576.59 ms [2020-12-15 11:56:26 main:574] : INFO : Epoch 871 | loss: 0.000121747 | val_loss: 0.000169073 | Time: 2590.41 ms [2020-12-15 11:56:28 main:574] : INFO : Epoch 872 | loss: 0.000135177 | val_loss: 0.000131477 | Time: 2584.32 ms [2020-12-15 11:56:31 main:574] : INFO : Epoch 873 | loss: 0.000112972 | val_loss: 0.000128159 | Time: 2582.7 ms [2020-12-15 11:56:34 main:574] : INFO : Epoch 874 | loss: 0.000111439 | val_loss: 0.000128045 | Time: 2578.3 ms [2020-12-15 11:56:36 main:574] : INFO : Epoch 875 | loss: 0.00017165 | val_loss: 0.000209977 | Time: 2580.16 ms [2020-12-15 11:56:39 main:574] : INFO : Epoch 876 | loss: 0.000145671 | val_loss: 0.000149353 | Time: 2579.06 ms [2020-12-15 11:56:41 main:574] : INFO : Epoch 877 | loss: 0.000122802 | val_loss: 0.000130885 | Time: 2579.39 ms [2020-12-15 11:56:44 main:574] : INFO : Epoch 878 | loss: 0.000111706 | val_loss: 0.000125853 | Time: 2579.94 ms [2020-12-15 11:56:47 main:574] : INFO : Epoch 879 | loss: 0.000109546 | val_loss: 0.000127329 | Time: 2580.52 ms [2020-12-15 11:56:49 main:574] : INFO : Epoch 880 | loss: 0.000115771 | val_loss: 0.000147608 | Time: 2579.35 ms [2020-12-15 11:56:52 main:574] : INFO : Epoch 881 | loss: 0.000126913 | val_loss: 0.000141762 | Time: 2585.13 ms [2020-12-15 11:56:54 main:574] : INFO : Epoch 882 | loss: 0.000138608 | val_loss: 0.000143996 | Time: 2579.18 ms [2020-12-15 11:56:57 main:574] : INFO : Epoch 883 | loss: 0.000115706 | val_loss: 0.000128249 | Time: 2578.61 ms [2020-12-15 11:56:59 main:574] : INFO : Epoch 884 | loss: 0.000113733 | val_loss: 0.00014294 | Time: 2573.94 ms [2020-12-15 11:57:02 main:574] : INFO : Epoch 885 | loss: 0.000164329 | val_loss: 0.000149725 | Time: 2578.57 ms [2020-12-15 11:57:05 main:574] : INFO : Epoch 886 | loss: 0.000120833 | val_loss: 0.000131004 | Time: 2577.89 ms [2020-12-15 11:57:07 main:574] : INFO : Epoch 887 | loss: 0.000112343 | val_loss: 0.000125769 | Time: 2583.54 ms [2020-12-15 11:57:10 main:574] : INFO : Epoch 888 | loss: 0.000112544 | val_loss: 0.000156456 | Time: 2579.68 ms [2020-12-15 11:57:12 main:574] : INFO : Epoch 889 | loss: 0.000163852 | val_loss: 0.000153608 | Time: 2582.42 ms [2020-12-15 11:57:15 main:574] : INFO : Epoch 890 | loss: 0.000120166 | val_loss: 0.000129822 | Time: 2580.1 ms [2020-12-15 11:57:18 main:574] : INFO : Epoch 891 | loss: 0.000111926 | val_loss: 0.00012713 | Time: 2577.42 ms [2020-12-15 11:57:20 main:574] : INFO : Epoch 892 | loss: 0.00011803 | val_loss: 0.000143063 | Time: 2580.09 ms [2020-12-15 11:57:23 main:574] : INFO : Epoch 893 | loss: 0.000117496 | val_loss: 0.000132847 | Time: 2578.42 ms [2020-12-15 11:57:25 main:574] : INFO : Epoch 894 | loss: 0.000143486 | val_loss: 0.000147693 | Time: 2582.2 ms [2020-12-15 11:57:28 main:574] : INFO : Epoch 895 | loss: 0.000144906 | val_loss: 0.000180316 | Time: 2575.44 ms [2020-12-15 11:57:30 main:574] : INFO : Epoch 896 | loss: 0.000131659 | val_loss: 0.000137034 | Time: 2573.56 ms [2020-12-15 11:57:33 main:574] : INFO : Epoch 897 | loss: 0.000116393 | val_loss: 0.000141751 | Time: 2579.75 ms [2020-12-15 11:57:36 main:574] : INFO : Epoch 898 | loss: 0.000136676 | val_loss: 0.000129263 | Time: 2582.54 ms [2020-12-15 11:57:38 main:574] : INFO : Epoch 899 | loss: 0.000113314 | val_loss: 0.000129313 | Time: 2577.64 ms [2020-12-15 11:57:41 main:574] : INFO : Epoch 900 | loss: 0.000111931 | val_loss: 0.000130132 | Time: 2578.52 ms [2020-12-15 11:57:43 main:574] : INFO : Epoch 901 | loss: 0.000125098 | val_loss: 0.000142335 | Time: 2583.74 ms [2020-12-15 11:57:46 main:574] : INFO : Epoch 902 | loss: 0.000183893 | val_loss: 0.000165333 | Time: 2578.99 ms [2020-12-15 11:57:49 main:574] : INFO : Epoch 903 | loss: 0.000132654 | val_loss: 0.000134799 | Time: 2573.72 ms [2020-12-15 11:57:51 main:574] : INFO : Epoch 904 | loss: 0.000112961 | val_loss: 0.000127736 | Time: 2579.88 ms [2020-12-15 11:57:54 main:574] : INFO : Epoch 905 | loss: 0.000111187 | val_loss: 0.000133859 | Time: 2578.06 ms [2020-12-15 11:57:56 main:574] : INFO : Epoch 906 | loss: 0.000140971 | val_loss: 0.000160639 | Time: 2583.51 ms [2020-12-15 11:57:59 main:574] : INFO : Epoch 907 | loss: 0.000120662 | val_loss: 0.000131363 | Time: 2579.32 ms [2020-12-15 11:58:01 main:574] : INFO : Epoch 908 | loss: 0.000111285 | val_loss: 0.000127027 | Time: 2581.36 ms [2020-12-15 11:58:04 main:574] : INFO : Epoch 909 | loss: 0.000113145 | val_loss: 0.00013105 | Time: 2578.49 ms [2020-12-15 11:58:07 main:574] : INFO : Epoch 910 | loss: 0.000131525 | val_loss: 0.000143633 | Time: 2575.18 ms [2020-12-15 11:58:09 main:574] : INFO : Epoch 911 | loss: 0.000117705 | val_loss: 0.000131455 | Time: 2580.36 ms [2020-12-15 11:58:12 main:574] : INFO : Epoch 912 | loss: 0.000113321 | val_loss: 0.000136974 | Time: 2580.34 ms [2020-12-15 11:58:14 main:574] : INFO : Epoch 913 | loss: 0.000170016 | val_loss: 0.000212436 | Time: 2581.05 ms [2020-12-15 11:58:17 main:574] : INFO : Epoch 914 | loss: 0.00014764 | val_loss: 0.000136057 | Time: 2579.53 ms [2020-12-15 11:58:20 main:574] : INFO : Epoch 915 | loss: 0.000113606 | val_loss: 0.000126836 | Time: 2580.45 ms [2020-12-15 11:58:22 main:574] : INFO : Epoch 916 | loss: 0.000109144 | val_loss: 0.000125678 | Time: 2575.1 ms [2020-12-15 11:58:25 main:574] : INFO : Epoch 917 | loss: 0.000110777 | val_loss: 0.000138275 | Time: 2579.47 ms [2020-12-15 11:58:27 main:574] : INFO : Epoch 918 | loss: 0.000150798 | val_loss: 0.000160876 | Time: 2579.04 ms [2020-12-15 11:58:30 main:574] : INFO : Epoch 919 | loss: 0.000126054 | val_loss: 0.000133989 | Time: 2580.15 ms [2020-12-15 11:58:32 main:574] : INFO : Epoch 920 | loss: 0.000124219 | val_loss: 0.000134613 | Time: 2577.8 ms [2020-12-15 11:58:35 main:574] : INFO : Epoch 921 | loss: 0.000123849 | val_loss: 0.000149113 | Time: 2584.07 ms [2020-12-15 11:58:38 main:574] : INFO : Epoch 922 | loss: 0.000131016 | val_loss: 0.000141422 | Time: 2581.77 ms [2020-12-15 11:58:40 main:574] : INFO : Epoch 923 | loss: 0.000113793 | val_loss: 0.000125679 | Time: 2583.55 ms [2020-12-15 11:58:43 main:574] : INFO : Epoch 924 | loss: 0.000112727 | val_loss: 0.000144109 | Time: 2581.14 ms [2020-12-15 11:58:45 main:574] : INFO : Epoch 925 | loss: 0.000151732 | val_loss: 0.000153965 | Time: 2578.13 ms [2020-12-15 11:58:48 main:574] : INFO : Epoch 926 | loss: 0.000123846 | val_loss: 0.00013656 | Time: 2580.99 ms [2020-12-15 11:58:51 main:574] : INFO : Epoch 927 | loss: 0.000121199 | val_loss: 0.000129711 | Time: 2578.59 ms [2020-12-15 11:58:53 main:574] : INFO : Epoch 928 | loss: 0.000111766 | val_loss: 0.000129385 | Time: 2576.64 ms [2020-12-15 11:58:56 main:574] : INFO : Epoch 929 | loss: 0.000140604 | val_loss: 0.000174895 | Time: 2583.01 ms [2020-12-15 11:58:58 main:574] : INFO : Epoch 930 | loss: 0.000135995 | val_loss: 0.000134255 | Time: 2582.72 ms [2020-12-15 11:59:01 main:574] : INFO : Epoch 931 | loss: 0.000113612 | val_loss: 0.000128061 | Time: 2577.27 ms [2020-12-15 11:59:03 main:574] : INFO : Epoch 932 | loss: 0.000118009 | val_loss: 0.000160662 | Time: 2583.18 ms [2020-12-15 11:59:06 main:574] : INFO : Epoch 933 | loss: 0.000150563 | val_loss: 0.000150316 | Time: 2580.2 ms [2020-12-15 11:59:09 main:574] : INFO : Epoch 934 | loss: 0.000118255 | val_loss: 0.000130529 | Time: 2582.36 ms [2020-12-15 11:59:11 main:574] : INFO : Epoch 935 | loss: 0.000113286 | val_loss: 0.000136996 | Time: 2583.19 ms [2020-12-15 11:59:14 main:574] : INFO : Epoch 936 | loss: 0.000145523 | val_loss: 0.000250323 | Time: 2581.08 ms [2020-12-15 11:59:16 main:574] : INFO : Epoch 937 | loss: 0.00015826 | val_loss: 0.000151159 | Time: 2581.93 ms [2020-12-15 11:59:19 main:574] : INFO : Epoch 938 | loss: 0.000119114 | val_loss: 0.00012902 | Time: 2580.42 ms [2020-12-15 11:59:22 main:574] : INFO : Epoch 939 | loss: 0.000109904 | val_loss: 0.000128156 | Time: 2585.17 ms [2020-12-15 11:59:24 main:574] : INFO : Epoch 940 | loss: 0.000109135 | val_loss: 0.000128307 | Time: 2573.98 ms [2020-12-15 11:59:27 main:574] : INFO : Epoch 941 | loss: 0.000123343 | val_loss: 0.000201993 | Time: 2579.71 ms [2020-12-15 11:59:29 main:574] : INFO : Epoch 942 | loss: 0.000150864 | val_loss: 0.000160376 | Time: 2584.81 ms [2020-12-15 11:59:32 main:574] : INFO : Epoch 943 | loss: 0.00013968 | val_loss: 0.000140202 | Time: 2579.39 ms [2020-12-15 11:59:35 main:574] : INFO : Epoch 944 | loss: 0.000116848 | val_loss: 0.000132243 | Time: 2581.18 ms [2020-12-15 11:59:37 main:574] : INFO : Epoch 945 | loss: 0.000111247 | val_loss: 0.000132921 | Time: 2586.56 ms [2020-12-15 11:59:40 main:574] : INFO : Epoch 946 | loss: 0.000118072 | val_loss: 0.000210097 | Time: 2582.67 ms [2020-12-15 11:59:42 main:574] : INFO : Epoch 947 | loss: 0.000195092 | val_loss: 0.000191222 | Time: 2582.32 ms [2020-12-15 11:59:45 main:574] : INFO : Epoch 948 | loss: 0.000141712 | val_loss: 0.000139688 | Time: 2582.18 ms [2020-12-15 11:59:47 main:574] : INFO : Epoch 949 | loss: 0.000113439 | val_loss: 0.000130317 | Time: 2581.51 ms [2020-12-15 11:59:50 main:574] : INFO : Epoch 950 | loss: 0.000110536 | val_loss: 0.000138172 | Time: 2578.25 ms [2020-12-15 11:59:53 main:574] : INFO : Epoch 951 | loss: 0.000128476 | val_loss: 0.000135281 | Time: 2583.73 ms [2020-12-15 11:59:55 main:574] : INFO : Epoch 952 | loss: 0.000112737 | val_loss: 0.000129442 | Time: 2577.36 ms [2020-12-15 11:59:58 main:574] : INFO : Epoch 953 | loss: 0.000117156 | val_loss: 0.000145128 | Time: 2578.36 ms [2020-12-15 12:00:00 main:574] : INFO : Epoch 954 | loss: 0.000152977 | val_loss: 0.000180578 | Time: 2574.36 ms [2020-12-15 12:00:03 main:574] : INFO : Epoch 955 | loss: 0.000132532 | val_loss: 0.000138372 | Time: 2581.75 ms [2020-12-15 12:00:06 main:574] : INFO : Epoch 956 | loss: 0.000112786 | val_loss: 0.00013582 | Time: 2580.76 ms [2020-12-15 12:00:08 main:574] : INFO : Epoch 957 | loss: 0.000135596 | val_loss: 0.000167739 | Time: 2578.82 ms [2020-12-15 12:00:11 main:574] : INFO : Epoch 958 | loss: 0.00013798 | val_loss: 0.000144949 | Time: 2579.81 ms [2020-12-15 12:00:13 main:574] : INFO : Epoch 959 | loss: 0.00011425 | val_loss: 0.000131427 | Time: 2580.33 ms [2020-12-15 12:00:16 main:574] : INFO : Epoch 960 | loss: 0.00010995 | val_loss: 0.000134956 | Time: 2581.63 ms [2020-12-15 12:00:18 main:574] : INFO : Epoch 961 | loss: 0.000128716 | val_loss: 0.000174669 | Time: 2577.8 ms [2020-12-15 12:00:21 main:574] : INFO : Epoch 962 | loss: 0.000128378 | val_loss: 0.000141541 | Time: 2579 ms [2020-12-15 12:00:24 main:574] : INFO : Epoch 963 | loss: 0.000117998 | val_loss: 0.00013043 | Time: 2582.45 ms [2020-12-15 12:00:26 main:574] : INFO : Epoch 964 | loss: 0.000119228 | val_loss: 0.000148224 | Time: 2579.93 ms [2020-12-15 12:00:29 main:574] : INFO : Epoch 965 | loss: 0.000131507 | val_loss: 0.000152725 | Time: 2579.37 ms [2020-12-15 12:00:31 main:574] : INFO : Epoch 966 | loss: 0.000127187 | val_loss: 0.000153832 | Time: 2577.45 ms [2020-12-15 12:00:34 main:574] : INFO : Epoch 967 | loss: 0.000125853 | val_loss: 0.000140735 | Time: 2580.62 ms [2020-12-15 12:00:37 main:574] : INFO : Epoch 968 | loss: 0.000116202 | val_loss: 0.00013382 | Time: 2580.23 ms [2020-12-15 12:00:39 main:574] : INFO : Epoch 969 | loss: 0.000117827 | val_loss: 0.00016575 | Time: 2579.59 ms [2020-12-15 12:00:42 main:574] : INFO : Epoch 970 | loss: 0.000159005 | val_loss: 0.000148908 | Time: 2574.27 ms [2020-12-15 12:00:44 main:574] : INFO : Epoch 971 | loss: 0.000134058 | val_loss: 0.000158952 | Time: 2587.33 ms [2020-12-15 12:00:47 main:574] : INFO : Epoch 972 | loss: 0.000126969 | val_loss: 0.000152641 | Time: 2579.01 ms [2020-12-15 12:00:49 main:574] : INFO : Epoch 973 | loss: 0.000119893 | val_loss: 0.000130788 | Time: 2578.46 ms [2020-12-15 12:00:52 main:574] : INFO : Epoch 974 | loss: 0.000117488 | val_loss: 0.000159513 | Time: 2581.34 ms [2020-12-15 12:00:55 main:574] : INFO : Epoch 975 | loss: 0.000135075 | val_loss: 0.000144701 | Time: 2581.82 ms [2020-12-15 12:00:57 main:574] : INFO : Epoch 976 | loss: 0.000121674 | val_loss: 0.000137514 | Time: 2576.6 ms [2020-12-15 12:01:00 main:574] : INFO : Epoch 977 | loss: 0.000124816 | val_loss: 0.00015567 | Time: 2578.46 ms [2020-12-15 12:01:02 main:574] : INFO : Epoch 978 | loss: 0.000129229 | val_loss: 0.000164385 | Time: 2582.21 ms [2020-12-15 12:01:05 main:574] : INFO : Epoch 979 | loss: 0.000134003 | val_loss: 0.000159935 | Time: 2577.98 ms [2020-12-15 12:01:08 main:574] : INFO : Epoch 980 | loss: 0.0001181 | val_loss: 0.0001306 | Time: 2579.5 ms [2020-12-15 12:01:10 main:574] : INFO : Epoch 981 | loss: 0.000115192 | val_loss: 0.000154197 | Time: 2575.86 ms [2020-12-15 12:01:13 main:574] : INFO : Epoch 982 | loss: 0.00013141 | val_loss: 0.000142338 | Time: 2577.17 ms [2020-12-15 12:01:15 main:574] : INFO : Epoch 983 | loss: 0.000121182 | val_loss: 0.000138608 | Time: 2580.06 ms [2020-12-15 12:01:18 main:574] : INFO : Epoch 984 | loss: 0.00012829 | val_loss: 0.000182739 | Time: 2578.59 ms [2020-12-15 12:01:20 main:574] : INFO : Epoch 985 | loss: 0.000171841 | val_loss: 0.000178718 | Time: 2579.1 ms [2020-12-15 12:01:23 main:574] : INFO : Epoch 986 | loss: 0.000133476 | val_loss: 0.000145326 | Time: 2580.65 ms [2020-12-15 12:01:26 main:574] : INFO : Epoch 987 | loss: 0.000123169 | val_loss: 0.000134776 | Time: 2578.16 ms [2020-12-15 12:01:28 main:574] : INFO : Epoch 988 | loss: 0.000112004 | val_loss: 0.000137424 | Time: 2579.69 ms [2020-12-15 12:01:31 main:574] : INFO : Epoch 989 | loss: 0.000143359 | val_loss: 0.000163565 | Time: 2577.09 ms [2020-12-15 12:01:33 main:574] : INFO : Epoch 990 | loss: 0.000127021 | val_loss: 0.000131766 | Time: 2583.28 ms [2020-12-15 12:01:36 main:574] : INFO : Epoch 991 | loss: 0.000112387 | val_loss: 0.000130836 | Time: 2571.61 ms [2020-12-15 12:01:39 main:574] : INFO : Epoch 992 | loss: 0.000114023 | val_loss: 0.000145249 | Time: 2586.23 ms [2020-12-15 12:01:41 main:574] : INFO : Epoch 993 | loss: 0.00014664 | val_loss: 0.000148225 | Time: 2582.99 ms [2020-12-15 12:01:44 main:574] : INFO : Epoch 994 | loss: 0.000120544 | val_loss: 0.00013574 | Time: 2579.64 ms [2020-12-15 12:01:46 main:574] : INFO : Epoch 995 | loss: 0.000112786 | val_loss: 0.000131291 | Time: 2584.15 ms [2020-12-15 12:01:49 main:574] : INFO : Epoch 996 | loss: 0.000125273 | val_loss: 0.000165871 | Time: 2579.29 ms [2020-12-15 12:01:51 main:574] : INFO : Epoch 997 | loss: 0.000125189 | val_loss: 0.000138606 | Time: 2586.42 ms [2020-12-15 12:01:54 main:574] : INFO : Epoch 998 | loss: 0.000134975 | val_loss: 0.000173581 | Time: 2583.47 ms [2020-12-15 12:01:57 main:574] : INFO : Epoch 999 | loss: 0.000126316 | val_loss: 0.000131933 | Time: 2582.24 ms [2020-12-15 12:01:59 main:574] : INFO : Epoch 1000 | loss: 0.000111093 | val_loss: 0.000129532 | Time: 2585.7 ms [2020-12-15 12:02:02 main:574] : INFO : Epoch 1001 | loss: 0.000120029 | val_loss: 0.000182303 | Time: 2581.16 ms [2020-12-15 12:02:04 main:574] : INFO : Epoch 1002 | loss: 0.000167334 | val_loss: 0.000213102 | Time: 2582.01 ms [2020-12-15 12:02:07 main:574] : INFO : Epoch 1003 | loss: 0.000146409 | val_loss: 0.00013626 | Time: 2583.82 ms [2020-12-15 12:02:10 main:574] : INFO : Epoch 1004 | loss: 0.000115046 | val_loss: 0.000130175 | Time: 2585.82 ms [2020-12-15 12:02:12 main:574] : INFO : Epoch 1005 | loss: 0.000110185 | val_loss: 0.000126659 | Time: 2582.29 ms [2020-12-15 12:02:15 main:574] : INFO : Epoch 1006 | loss: 0.000116975 | val_loss: 0.000185367 | Time: 2583.67 ms [2020-12-15 12:02:17 main:574] : INFO : Epoch 1007 | loss: 0.000188203 | val_loss: 0.000159747 | Time: 2582.95 ms [2020-12-15 12:02:20 main:574] : INFO : Epoch 1008 | loss: 0.000133356 | val_loss: 0.000138194 | Time: 2574.17 ms [2020-12-15 12:02:22 main:574] : INFO : Epoch 1009 | loss: 0.00011216 | val_loss: 0.000128447 | Time: 2584.99 ms [2020-12-15 12:02:25 main:574] : INFO : Epoch 1010 | loss: 0.000107988 | val_loss: 0.000135133 | Time: 2584.72 ms [2020-12-15 12:02:28 main:574] : INFO : Epoch 1011 | loss: 0.000123366 | val_loss: 0.000136176 | Time: 2580.9 ms [2020-12-15 12:02:30 main:574] : INFO : Epoch 1012 | loss: 0.000122308 | val_loss: 0.000161468 | Time: 2580.31 ms [2020-12-15 12:02:33 main:574] : INFO : Epoch 1013 | loss: 0.000117979 | val_loss: 0.000133652 | Time: 2582.87 ms [2020-12-15 12:02:35 main:574] : INFO : Epoch 1014 | loss: 0.000119133 | val_loss: 0.000167749 | Time: 2580.39 ms [2020-12-15 12:02:38 main:574] : INFO : Epoch 1015 | loss: 0.000172883 | val_loss: 0.000151417 | Time: 2584.71 ms [2020-12-15 12:02:41 main:574] : INFO : Epoch 1016 | loss: 0.000123881 | val_loss: 0.00013738 | Time: 2582.19 ms [2020-12-15 12:02:43 main:574] : INFO : Epoch 1017 | loss: 0.000111805 | val_loss: 0.000133783 | Time: 2578.77 ms [2020-12-15 12:02:46 main:574] : INFO : Epoch 1018 | loss: 0.000109854 | val_loss: 0.000135525 | Time: 2580.49 ms [2020-12-15 12:02:48 main:574] : INFO : Epoch 1019 | loss: 0.000116648 | val_loss: 0.000173701 | Time: 2578.54 ms [2020-12-15 12:02:51 main:574] : INFO : Epoch 1020 | loss: 0.000164992 | val_loss: 0.000159337 | Time: 2580.86 ms [2020-12-15 12:02:54 main:574] : INFO : Epoch 1021 | loss: 0.000121416 | val_loss: 0.000135615 | Time: 2574.36 ms [2020-12-15 12:02:56 main:574] : INFO : Epoch 1022 | loss: 0.000110871 | val_loss: 0.000136408 | Time: 2580.45 ms [2020-12-15 12:02:59 main:574] : INFO : Epoch 1023 | loss: 0.000149334 | val_loss: 0.00016554 | Time: 2579.99 ms [2020-12-15 12:03:01 main:574] : INFO : Epoch 1024 | loss: 0.000147584 | val_loss: 0.00014979 | Time: 2578.11 ms [2020-12-15 12:03:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00014979 [2020-12-15 12:03:01 main:603] : INFO : Saving end state to config to file [2020-12-15 12:03:01 main:608] : INFO : Success, exiting.. 12:03:01 (7032): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)