Task 2965292
| Name | ParityMachine-1605152396-3437-1_0 |
| Workunit | 1339401 |
| Created | 16 Nov 2020, 3:00:44 UTC |
| Sent | 22 Nov 2020, 16:40:04 UTC |
| Report deadline | 29 Nov 2020, 16:40:04 UTC |
| Received | 23 Nov 2020, 1:04:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4439 |
| Run time | 4 hours 15 min 39 sec |
| CPU time | 4 hours 12 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,458.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.11 GB |
| Peak swap size | 3.20 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 6:57:13 main:574] : INFO : Epoch 514 | loss: 0.0309834 | val_loss: 0.0313207 | Time: 14356.9 ms [2020-11-22 16:57:28 main:574] : INFO : Epoch 515 | loss: 0.0309906 | val_loss: 0.0312653 | Time: 14374.2 ms [2020-11-22 16:57:42 main:574] : INFO : Epoch 516 | loss: 0.0310132 | val_loss: 0.0312405 | Time: 14382.6 ms [2020-11-22 16:58:01 main:574] : INFO : Epoch 517 | loss: 0.0311304 | val_loss: 0.0312203 | Time: 18430.4 ms [2020-11-22 16:58:18 main:574] : INFO : Epoch 518 | loss: 0.0311227 | val_loss: 0.0312179 | Time: 17437 ms [2020-11-22 16:58:35 main:574] : INFO : Epoch 519 | loss: 0.0310962 | val_loss: 0.0312137 | Time: 16548.3 ms [2020-11-22 16:58:51 main:574] : INFO : Epoch 520 | loss: 0.0310744 | val_loss: 0.0312586 | Time: 16495 ms [2020-11-22 16:59:06 main:574] : INFO : Epoch 521 | loss: 0.0310525 | val_loss: 0.0312508 | Time: 14968.7 ms [2020-11-22 16:59:20 main:574] : INFO : Epoch 522 | loss: 0.0310406 | val_loss: 0.031256 | Time: 14231.6 ms [2020-11-22 16:59:35 main:574] : INFO : Epoch 523 | loss: 0.0310222 | val_loss: 0.0312483 | Time: 14373.2 ms [2020-11-22 16:59:49 main:574] : INFO : Epoch 524 | loss: 0.0310149 | val_loss: 0.0312533 | Time: 14299.9 ms [2020-11-22 17:00:03 main:574] : INFO : Epoch 525 | loss: 0.0310015 | val_loss: 0.0312782 | Time: 14336.3 ms [2020-11-22 17:00:18 main:574] : INFO : Epoch 526 | loss: 0.0309971 | val_loss: 0.0312891 | Time: 14312.1 ms [2020-11-22 17:00:32 main:574] : INFO : Epoch 527 | loss: 0.0309877 | val_loss: 0.0313074 | Time: 14236.7 ms [2020-11-22 17:00:46 main:574] : INFO : Epoch 528 | loss: 0.0309864 | val_loss: 0.0312902 | Time: 14268 ms [2020-11-22 17:01:01 main:574] : INFO : Epoch 529 | loss: 0.0309894 | val_loss: 0.0312954 | Time: 14344.2 ms [2020-11-22 17:01:15 main:574] : INFO : Epoch 530 | loss: 0.0309889 | val_loss: 0.0313148 | Time: 14338.3 ms [2020-11-22 17:01:29 main:574] : INFO : Epoch 531 | loss: 0.0309828 | val_loss: 0.0313213 | Time: 14318.8 ms [2020-11-22 17:01:44 main:574] : INFO : Epoch 532 | loss: 0.0309804 | val_loss: 0.0313007 | Time: 14287.3 ms [2020-11-22 17:01:58 main:574] : INFO : Epoch 533 | loss: 0.0309773 | val_loss: 0.0312831 | Time: 14375.4 ms [2020-11-22 17:02:12 main:574] : INFO : Epoch 534 | loss: 0.0309862 | val_loss: 0.0312754 | Time: 14390.6 ms [2020-11-22 17:02:27 main:574] : INFO : Epoch 535 | loss: 0.0309831 | val_loss: 0.0313327 | Time: 14183.6 ms [2020-11-22 17:02:41 main:574] : INFO : Epoch 536 | loss: 0.030987 | val_loss: 0.0312699 | Time: 14299.7 ms [2020-11-22 17:02:55 main:574] : INFO : Epoch 537 | loss: 0.0309822 | val_loss: 0.0312988 | Time: 14469.2 ms [2020-11-22 17:03:10 main:574] : INFO : Epoch 538 | loss: 0.0309858 | val_loss: 0.0312776 | Time: 14135 ms [2020-11-22 17:03:24 main:574] : INFO : Epoch 539 | loss: 0.0309855 | val_loss: 0.0313159 | Time: 14260.2 ms [2020-11-22 17:03:38 main:574] : INFO : Epoch 540 | loss: 0.0309894 | val_loss: 0.0312721 | Time: 14283.2 ms [2020-11-22 17:03:53 main:574] : INFO : Epoch 541 | loss: 0.0309939 | val_loss: 0.0312741 | Time: 14450.7 ms [2020-11-22 17:04:07 main:574] : INFO : Epoch 542 | loss: 0.0309908 | val_loss: 0.0313011 | Time: 14288.8 ms [2020-11-22 17:04:21 main:574] : INFO : Epoch 543 | loss: 0.0309942 | val_loss: 0.0313101 | Time: 14371.3 ms [2020-11-22 17:04:37 main:574] : INFO : Epoch 544 | loss: 0.0309846 | val_loss: 0.0312737 | Time: 15439.4 ms [2020-11-22 17:04:54 main:574] : INFO : Epoch 545 | loss: 0.0309831 | val_loss: 0.0312933 | Time: 17462 ms [2020-11-22 17:05:10 main:574] : INFO : Epoch 546 | loss: 0.0309848 | val_loss: 0.031287 | Time: 15711.4 ms [2020-11-22 17:05:25 main:574] : INFO : Epoch 547 | loss: 0.0309886 | val_loss: 0.0312937 | Time: 14853.5 ms [2020-11-22 17:05:40 main:574] : INFO : Epoch 548 | loss: 0.0309861 | val_loss: 0.0313131 | Time: 15027.1 ms [2020-11-22 17:05:58 main:574] : INFO : Epoch 549 | loss: 0.030983 | val_loss: 0.0312853 | Time: 17680.6 ms [2020-11-22 17:06:13 main:574] : INFO : Epoch 550 | loss: 0.0310767 | val_loss: 0.0312048 | Time: 15452.2 ms [2020-11-22 17:06:28 main:574] : INFO : Epoch 551 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 14464.8 ms [2020-11-22 17:06:42 main:574] : INFO : Epoch 552 | loss: 0.0311874 | val_loss: 0.0311793 | Time: 14365.8 ms [2020-11-22 17:06:56 main:574] : INFO : Epoch 553 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 14346 ms [2020-11-22 17:07:11 main:574] : INFO : Epoch 554 | loss: 0.0311524 | val_loss: 0.031169 | Time: 14316.2 ms [2020-11-22 17:07:25 main:574] : INFO : Epoch 555 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 14362.8 ms [2020-11-22 17:07:39 main:574] : INFO : Epoch 556 | loss: 0.0311459 | val_loss: 0.0311683 | Time: 14453.4 ms [2020-11-22 17:07:54 main:574] : INFO : Epoch 557 | loss: 0.0311399 | val_loss: 0.0311688 | Time: 14188.8 ms [2020-11-22 17:08:08 main:574] : INFO : Epoch 558 | loss: 0.0311363 | val_loss: 0.0311671 | Time: 14355.5 ms [2020-11-22 17:08:22 main:574] : INFO : Epoch 559 | loss: 0.0311348 | val_loss: 0.0311698 | Time: 14365.2 ms [2020-11-22 17:08:37 main:574] : INFO : Epoch 560 | loss: 0.0311332 | val_loss: 0.0311708 | Time: 14447.3 ms [2020-11-22 17:08:51 main:574] : INFO : Epoch 561 | loss: 0.0311309 | val_loss: 0.0311727 | Time: 14345.5 ms [2020-11-22 17:09:06 main:574] : INFO : Epoch 562 | loss: 0.0311291 | val_loss: 0.0311714 | Time: 14374.2 ms [2020-11-22 17:09:20 main:574] : INFO : Epoch 563 | loss: 0.0311288 | val_loss: 0.0311708 | Time: 14335.4 ms [2020-11-22 17:09:34 main:574] : INFO : Epoch 564 | loss: 0.0311279 | val_loss: 0.031172 | Time: 14304.7 ms [2020-11-22 17:09:49 main:574] : INFO : Epoch 565 | loss: 0.0311287 | val_loss: 0.0311777 | Time: 14412.4 ms [2020-11-22 17:10:03 main:574] : INFO : Epoch 566 | loss: 0.0311254 | val_loss: 0.0311724 | Time: 14334.6 ms [2020-11-22 17:10:17 main:574] : INFO : Epoch 567 | loss: 0.0311236 | val_loss: 0.0311706 | Time: 14222.2 ms [2020-11-22 17:10:32 main:574] : INFO : Epoch 568 | loss: 0.0311219 | val_loss: 0.0311737 | Time: 14536.7 ms [2020-11-22 17:10:46 main:574] : INFO : Epoch 569 | loss: 0.0311203 | val_loss: 0.0311746 | Time: 14383.4 ms [2020-11-22 17:11:01 main:574] : INFO : Epoch 570 | loss: 0.0311192 | val_loss: 0.0311739 | Time: 14373.1 ms [2020-11-22 17:11:15 main:574] : INFO : Epoch 571 | loss: 0.0311181 | val_loss: 0.0311747 | Time: 14382.8 ms [2020-11-22 17:11:29 main:574] : INFO : Epoch 572 | loss: 0.0311179 | val_loss: 0.0311749 | Time: 14402.6 ms [2020-11-22 17:11:44 main:574] : INFO : Epoch 573 | loss: 0.0311162 | val_loss: 0.0311746 | Time: 14232.5 ms [2020-11-22 17:11:58 main:574] : INFO : Epoch 574 | loss: 0.0311154 | val_loss: 0.0311735 | Time: 14344.9 ms [2020-11-22 17:12:13 main:574] : INFO : Epoch 575 | loss: 0.0311163 | val_loss: 0.0311745 | Time: 14454 ms [2020-11-22 17:12:27 main:574] : INFO : Epoch 576 | loss: 0.031114 | val_loss: 0.031176 | Time: 14304 ms [2020-11-22 17:12:41 main:574] : INFO : Epoch 577 | loss: 0.0311136 | val_loss: 0.0311757 | Time: 14328.2 ms [2020-11-22 17:12:56 main:574] : INFO : Epoch 578 | loss: 0.0311109 | val_loss: 0.0311759 | Time: 14496.6 ms [2020-11-22 17:13:10 main:574] : INFO : Epoch 579 | loss: 0.0311102 | val_loss: 0.0311769 | Time: 14203.9 ms [2020-11-22 17:13:24 main:574] : INFO : Epoch 580 | loss: 0.0311108 | val_loss: 0.0311766 | Time: 14312.6 ms [2020-11-22 17:13:39 main:574] : INFO : Epoch 581 | loss: 0.0311105 | val_loss: 0.0311825 | Time: 14253.9 ms [2020-11-22 17:13:53 main:574] : INFO : Epoch 582 | loss: 0.0311104 | val_loss: 0.0311798 | Time: 14390.2 ms [2020-11-22 17:14:07 main:574] : INFO : Epoch 583 | loss: 0.0311114 | val_loss: 0.0311841 | Time: 14364.2 ms [2020-11-22 17:14:22 main:574] : INFO : Epoch 584 | loss: 0.0311087 | val_loss: 0.031185 | Time: 14474 ms [2020-11-22 17:14:36 main:574] : INFO : Epoch 585 | loss: 0.0311129 | val_loss: 0.0311789 | Time: 14349.2 ms [2020-11-22 17:14:51 main:574] : INFO : Epoch 586 | loss: 0.0311112 | val_loss: 0.0311863 | Time: 14418.3 ms [2020-11-22 17:15:05 main:574] : INFO : Epoch 587 | loss: 0.0311053 | val_loss: 0.0311829 | Time: 14393.9 ms [2020-11-22 17:15:19 main:574] : INFO : Epoch 588 | loss: 0.031104 | val_loss: 0.0311786 | Time: 14320.8 ms [2020-11-22 17:15:34 main:574] : INFO : Epoch 589 | loss: 0.03111 | val_loss: 0.0311832 | Time: 14399.5 ms [2020-11-22 17:15:48 main:574] : INFO : Epoch 590 | loss: 0.0311107 | val_loss: 0.0311817 | Time: 14314.4 ms [2020-11-22 17:16:03 main:574] : INFO : Epoch 591 | loss: 0.0311108 | val_loss: 0.0311875 | Time: 14480.7 ms [2020-11-22 17:16:17 main:574] : INFO : Epoch 592 | loss: 0.0311064 | val_loss: 0.0311854 | Time: 14398.9 ms [2020-11-22 17:16:31 main:574] : INFO : Epoch 593 | loss: 0.0311042 | val_loss: 0.0311861 | Time: 14364.9 ms [2020-11-22 17:16:46 main:574] : INFO : Epoch 594 | loss: 0.0311035 | val_loss: 0.0311847 | Time: 14370.8 ms [2020-11-22 17:17:00 main:574] : INFO : Epoch 595 | loss: 0.0311052 | val_loss: 0.0311859 | Time: 14330.3 ms [2020-11-22 17:17:14 main:574] : INFO : Epoch 596 | loss: 0.031108 | val_loss: 0.0311845 | Time: 14322.4 ms [2020-11-22 17:17:29 main:574] : INFO : Epoch 597 | loss: 0.0311043 | val_loss: 0.0311869 | Time: 14411.4 ms [2020-11-22 17:17:43 main:574] : INFO : Epoch 598 | loss: 0.0311032 | val_loss: 0.0311905 | Time: 14420.7 ms [2020-11-22 17:17:58 main:574] : INFO : Epoch 599 | loss: 0.0311001 | val_loss: 0.0311937 | Time: 14324 ms [2020-11-22 17:18:12 main:574] : INFO : Epoch 600 | loss: 0.0311009 | val_loss: 0.0311838 | Time: 14246.5 ms [2020-11-22 17:18:26 main:574] : INFO : Epoch 601 | loss: 0.031098 | val_loss: 0.0311849 | Time: 14504.3 ms [2020-11-22 17:18:41 main:574] : INFO : Epoch 602 | loss: 0.0310999 | val_loss: 0.031189 | Time: 14432.2 ms [2020-11-22 17:18:55 main:574] : INFO : Epoch 603 | loss: 0.0310986 | val_loss: 0.0311866 | Time: 14303.9 ms [2020-11-22 17:19:10 main:574] : INFO : Epoch 604 | loss: 0.0310985 | val_loss: 0.0311902 | Time: 14377.5 ms [2020-11-22 17:19:24 main:574] : INFO : Epoch 605 | loss: 0.0310946 | val_loss: 0.0311913 | Time: 14450.5 ms [2020-11-22 17:19:38 main:574] : INFO : Epoch 606 | loss: 0.0310949 | val_loss: 0.0311869 | Time: 14343.4 ms [2020-11-22 17:19:53 main:574] : INFO : Epoch 607 | loss: 0.0311008 | val_loss: 0.0311922 | Time: 14375.4 ms [2020-11-22 17:20:07 main:574] : INFO : Epoch 608 | loss: 0.0311003 | val_loss: 0.0311991 | Time: 14292.6 ms [2020-11-22 17:20:22 main:574] : INFO : Epoch 609 | loss: 0.031107 | val_loss: 0.0311975 | Time: 14542.2 ms [2020-11-22 17:20:36 main:574] : INFO : Epoch 610 | loss: 0.0310977 | val_loss: 0.0311959 | Time: 14375.6 ms [2020-11-22 17:20:50 main:574] : INFO : Epoch 611 | loss: 0.0310965 | val_loss: 0.031199 | Time: 14332.3 ms [2020-11-22 17:21:05 main:574] : INFO : Epoch 612 | loss: 0.0310947 | val_loss: 0.0311942 | Time: 14349.1 ms [2020-11-22 17:21:19 main:574] : INFO : Epoch 613 | loss: 0.0310936 | val_loss: 0.0311938 | Time: 14418.8 ms [2020-11-22 17:21:34 main:574] : INFO : Epoch 614 | loss: 0.0310915 | val_loss: 0.031195 | Time: 14333.2 ms [2020-11-22 17:21:48 main:574] : INFO : Epoch 615 | loss: 0.0310918 | val_loss: 0.0311951 | Time: 14361.3 ms [2020-11-22 17:22:02 main:574] : INFO : Epoch 616 | loss: 0.0310927 | val_loss: 0.0311989 | Time: 14426.1 ms [2020-11-22 17:22:17 main:574] : INFO : Epoch 617 | loss: 0.0310944 | val_loss: 0.0311962 | Time: 14225.4 ms [2020-11-22 17:22:31 main:574] : INFO : Epoch 618 | loss: 0.0310934 | val_loss: 0.0311988 | Time: 14426.1 ms [2020-11-22 17:22:45 main:574] : INFO : Epoch 619 | loss: 0.0310913 | val_loss: 0.0312011 | Time: 14273.3 ms [2020-11-22 17:23:00 main:574] : INFO : Epoch 620 | loss: 0.0310881 | val_loss: 0.0312005 | Time: 14351.3 ms [2020-11-22 17:23:14 main:574] : INFO : Epoch 621 | loss: 0.0310908 | val_loss: 0.0312035 | Time: 14353.1 ms [2020-11-22 17:23:29 main:574] : INFO : Epoch 622 | loss: 0.0310932 | val_loss: 0.0311914 | Time: 14423.2 ms [2020-11-22 17:23:47 main:574] : INFO : Epoch 623 | loss: 0.0310894 | val_loss: 0.0311966 | Time: 18137.7 ms [2020-11-22 17:24:06 main:574] : INFO : Epoch 624 | loss: 0.0310899 | val_loss: 0.0312032 | Time: 19282.8 ms [2020-11-22 17:24:23 main:574] : INFO : Epoch 625 | loss: 0.0310907 | val_loss: 0.0312069 | Time: 16655.6 ms [2020-11-22 17:24:39 main:574] : INFO : Epoch 626 | loss: 0.0310886 | val_loss: 0.0312002 | Time: 16058.8 ms [2020-11-22 17:24:56 main:574] : INFO : Epoch 627 | loss: 0.0310896 | val_loss: 0.0312013 | Time: 16947.1 ms [2020-11-22 17:25:12 main:574] : INFO : Epoch 628 | loss: 0.0310858 | val_loss: 0.0312 | Time: 16284.1 ms [2020-11-22 17:25:27 main:574] : INFO : Epoch 629 | loss: 0.0310905 | val_loss: 0.0312009 | Time: 14557.7 ms [2020-11-22 17:25:41 main:574] : INFO : Epoch 630 | loss: 0.0310922 | val_loss: 0.0311947 | Time: 14831.8 ms [2020-11-22 17:25:56 main:574] : INFO : Epoch 631 | loss: 0.0310979 | val_loss: 0.031204 | Time: 14624.4 ms [2020-11-22 17:26:11 main:574] : INFO : Epoch 632 | loss: 0.0310938 | val_loss: 0.0312072 | Time: 14569.8 ms [2020-11-22 17:26:26 main:574] : INFO : Epoch 633 | loss: 0.0310924 | val_loss: 0.0311927 | Time: 15001 ms [2020-11-22 17:26:44 main:574] : INFO : Epoch 634 | loss: 0.0310933 | val_loss: 0.0311974 | Time: 18081.9 ms [2020-11-22 17:26:59 main:574] : INFO : Epoch 635 | loss: 0.0310891 | val_loss: 0.0312103 | Time: 15443.2 ms [2020-11-22 17:27:14 main:574] : INFO : Epoch 636 | loss: 0.0310914 | val_loss: 0.0311974 | Time: 14412.4 ms [2020-11-22 17:27:28 main:574] : INFO : Epoch 637 | loss: 0.0310919 | val_loss: 0.0311955 | Time: 14650.1 ms [2020-11-22 17:27:43 main:574] : INFO : Epoch 638 | loss: 0.0310889 | val_loss: 0.0311967 | Time: 14890.8 ms [2020-11-22 17:27:58 main:574] : INFO : Epoch 639 | loss: 0.0310911 | val_loss: 0.0312 | Time: 14810 ms [2020-11-22 17:28:18 main:574] : INFO : Epoch 640 | loss: 0.0310928 | val_loss: 0.0312026 | Time: 19682 ms [2020-11-22 17:28:36 main:574] : INFO : Epoch 641 | loss: 0.0310878 | val_loss: 0.0311994 | Time: 18590.9 ms [2020-11-22 17:28:51 main:574] : INFO : Epoch 642 | loss: 0.0310839 | val_loss: 0.031207 | Time: 14916.1 ms [2020-11-22 17:29:06 main:574] : INFO : Epoch 643 | loss: 0.0310854 | val_loss: 0.0311929 | Time: 15177.9 ms [2020-11-22 17:29:21 main:574] : INFO : Epoch 644 | loss: 0.0310854 | val_loss: 0.031199 | Time: 14364 ms [2020-11-22 17:29:35 main:574] : INFO : Epoch 645 | loss: 0.0310877 | val_loss: 0.0311996 | Time: 14485.7 ms [2020-11-22 17:29:50 main:574] : INFO : Epoch 646 | loss: 0.0310911 | val_loss: 0.0312069 | Time: 14360.4 ms [2020-11-22 17:30:04 main:574] : INFO : Epoch 647 | loss: 0.0310871 | val_loss: 0.0312054 | Time: 14405.5 ms [2020-11-22 17:30:18 main:574] : INFO : Epoch 648 | loss: 0.0310844 | val_loss: 0.0311997 | Time: 14348.9 ms [2020-11-22 17:30:33 main:574] : INFO : Epoch 649 | loss: 0.0310804 | val_loss: 0.0312022 | Time: 14247.2 ms [2020-11-22 17:30:47 main:574] : INFO : Epoch 650 | loss: 0.0310811 | val_loss: 0.0312027 | Time: 14379.7 ms [2020-11-22 17:31:06 main:574] : INFO : Epoch 651 | loss: 0.0310845 | val_loss: 0.0312053 | Time: 18686.1 ms [2020-11-22 17:31:21 main:574] : INFO : Epoch 652 | loss: 0.0310878 | val_loss: 0.0311951 | Time: 15585.8 ms [2020-11-22 17:31:36 main:574] : INFO : Epoch 653 | loss: 0.0310832 | val_loss: 0.0311952 | Time: 14957.8 ms [2020-11-22 17:31:52 main:574] : INFO : Epoch 654 | loss: 0.0310839 | val_loss: 0.0311982 | Time: 15757.7 ms [2020-11-22 17:32:08 main:574] : INFO : Epoch 655 | loss: 0.031092 | val_loss: 0.0312152 | Time: 16138.1 ms [2020-11-22 17:32:24 main:574] : INFO : Epoch 656 | loss: 0.0310871 | val_loss: 0.0311954 | Time: 16014.4 ms [2020-11-22 17:32:39 main:574] : INFO : Epoch 657 | loss: 0.0310874 | val_loss: 0.0312048 | Time: 14519.6 ms [2020-11-22 17:32:54 main:574] : INFO : Epoch 658 | loss: 0.0310815 | val_loss: 0.031206 | Time: 15293.6 ms [2020-11-22 17:33:10 main:574] : INFO : Epoch 659 | loss: 0.0310816 | val_loss: 0.0312055 | Time: 15512.8 ms [2020-11-22 17:33:26 main:574] : INFO : Epoch 660 | loss: 0.0310853 | val_loss: 0.0312085 | Time: 16149.8 ms [2020-11-22 17:33:41 main:574] : INFO : Epoch 661 | loss: 0.031081 | val_loss: 0.0312068 | Time: 15297.7 ms [2020-11-22 17:33:56 main:574] : INFO : Epoch 662 | loss: 0.0310821 | val_loss: 0.0312141 | Time: 15212.1 ms [2020-11-22 17:34:13 main:574] : INFO : Epoch 663 | loss: 0.0310806 | val_loss: 0.0312071 | Time: 16215.5 ms [2020-11-22 17:34:28 main:574] : INFO : Epoch 664 | loss: 0.0310779 | val_loss: 0.0312022 | Time: 15115.4 ms [2020-11-22 17:34:43 main:574] : INFO : Epoch 665 | loss: 0.03108 | val_loss: 0.0312023 | Time: 14918.9 ms [2020-11-22 17:35:00 main:574] : INFO : Epoch 666 | loss: 0.0310802 | val_loss: 0.0312093 | Time: 16995 ms [2020-11-22 17:35:16 main:574] : INFO : Epoch 667 | loss: 0.0310809 | val_loss: 0.0312124 | Time: 16049.4 ms [2020-11-22 17:35:30 main:574] : INFO : Epoch 668 | loss: 0.0310813 | val_loss: 0.0312109 | Time: 14626.3 ms [2020-11-22 17:35:46 main:574] : INFO : Epoch 669 | loss: 0.0310763 | val_loss: 0.0312105 | Time: 15145.9 ms [2020-11-22 17:36:00 main:574] : INFO : Epoch 670 | loss: 0.0310802 | val_loss: 0.0312164 | Time: 14798.5 ms [2020-11-22 17:36:15 main:574] : INFO : Epoch 671 | loss: 0.0310829 | val_loss: 0.031207 | Time: 14813.4 ms [2020-11-22 17:36:30 main:574] : INFO : Epoch 672 | loss: 0.0310791 | val_loss: 0.0312007 | Time: 14815.3 ms [2020-11-22 17:36:45 main:574] : INFO : Epoch 673 | loss: 0.0310808 | val_loss: 0.0312029 | Time: 14524.9 ms [2020-11-22 17:36:59 main:574] : INFO : Epoch 674 | loss: 0.0310785 | val_loss: 0.0312158 | Time: 14815.9 ms [2020-11-22 17:37:14 main:574] : INFO : Epoch 675 | loss: 0.0310807 | val_loss: 0.0312185 | Time: 15004.2 ms [2020-11-22 17:37:30 main:574] : INFO : Epoch 676 | loss: 0.0310786 | val_loss: 0.0312147 | Time: 15124.3 ms [2020-11-22 17:37:45 main:574] : INFO : Epoch 677 | loss: 0.0310795 | val_loss: 0.0312222 | Time: 14878.9 ms [2020-11-22 17:38:01 main:574] : INFO : Epoch 678 | loss: 0.031081 | val_loss: 0.0312162 | Time: 16190 ms [2020-11-22 17:38:16 main:574] : INFO : Epoch 679 | loss: 0.0310824 | val_loss: 0.0312091 | Time: 14952.2 ms [2020-11-22 17:38:30 main:574] : INFO : Epoch 680 | loss: 0.031078 | val_loss: 0.0312123 | Time: 14784.9 ms [2020-11-22 17:38:45 main:574] : INFO : Epoch 681 | loss: 0.0310761 | val_loss: 0.0312181 | Time: 14679.9 ms [2020-11-22 17:39:00 main:574] : INFO : Epoch 682 | loss: 0.0310767 | val_loss: 0.031216 | Time: 14975 ms [2020-11-22 17:39:16 main:574] : INFO : Epoch 683 | loss: 0.0310806 | val_loss: 0.031218 | Time: 16306.5 ms [2020-11-22 17:39:32 main:574] : INFO : Epoch 684 | loss: 0.0310787 | val_loss: 0.0312043 | Time: 15873.7 ms [2020-11-22 17:39:48 main:574] : INFO : Epoch 685 | loss: 0.0310846 | val_loss: 0.0312318 | Time: 15391.2 ms [2020-11-22 17:40:03 main:574] : INFO : Epoch 686 | loss: 0.0311001 | val_loss: 0.0312186 | Time: 15467.2 ms [2020-11-22 17:40:19 main:574] : INFO : Epoch 687 | loss: 0.0310937 | val_loss: 0.0312018 | Time: 15822.9 ms [2020-11-22 17:40:37 main:574] : INFO : Epoch 688 | loss: 0.0310831 | val_loss: 0.0312192 | Time: 17925.2 ms [2020-11-22 17:40:53 main:574] : INFO : Epoch 689 | loss: 0.0310804 | val_loss: 0.0312068 | Time: 16225 ms [2020-11-22 17:41:12 main:574] : INFO : Epoch 690 | loss: 0.0310802 | val_loss: 0.0311977 | Time: 19109.9 ms [2020-11-22 17:41:29 main:574] : INFO : Epoch 691 | loss: 0.0310791 | val_loss: 0.0312169 | Time: 16186.9 ms [2020-11-22 17:41:43 main:574] : INFO : Epoch 692 | loss: 0.0310853 | val_loss: 0.0312009 | Time: 14731.1 ms [2020-11-22 17:41:58 main:574] : INFO : Epoch 693 | loss: 0.0310801 | val_loss: 0.0312215 | Time: 14954.8 ms [2020-11-22 17:42:13 main:574] : INFO : Epoch 694 | loss: 0.0310801 | val_loss: 0.0312081 | Time: 14821.5 ms [2020-11-22 17:42:28 main:574] : INFO : Epoch 695 | loss: 0.031081 | val_loss: 0.0311953 | Time: 14516 ms [2020-11-22 17:42:42 main:574] : INFO : Epoch 696 | loss: 0.0310773 | val_loss: 0.031222 | Time: 14411.6 ms [2020-11-22 17:42:57 main:574] : INFO : Epoch 697 | loss: 0.0310712 | val_loss: 0.0312164 | Time: 14358.8 ms [2020-11-22 17:43:11 main:574] : INFO : Epoch 698 | loss: 0.031074 | val_loss: 0.0312129 | Time: 14237.6 ms [2020-11-22 17:43:25 main:574] : INFO : Epoch 699 | loss: 0.0310765 | val_loss: 0.0312128 | Time: 14261.8 ms [2020-11-22 17:43:39 main:574] : INFO : Epoch 700 | loss: 0.0310799 | val_loss: 0.0312101 | Time: 14333.5 ms [2020-11-22 17:43:54 main:574] : INFO : Epoch 701 | loss: 0.0310765 | val_loss: 0.0312094 | Time: 14429.6 ms [2020-11-22 17:44:08 main:574] : INFO : Epoch 702 | loss: 0.0310708 | val_loss: 0.0312289 | Time: 14406.2 ms [2020-11-22 17:44:23 main:574] : INFO : Epoch 703 | loss: 0.0310729 | val_loss: 0.0312176 | Time: 14241.9 ms [2020-11-22 17:44:37 main:574] : INFO : Epoch 704 | loss: 0.0310751 | val_loss: 0.0312116 | Time: 14363.7 ms [2020-11-22 17:44:51 main:574] : INFO : Epoch 705 | loss: 0.0310729 | val_loss: 0.0312173 | Time: 14439.9 ms [2020-11-22 17:45:06 main:574] : INFO : Epoch 706 | loss: 0.0310717 | val_loss: 0.031214 | Time: 14405.8 ms [2020-11-22 17:45:20 main:574] : INFO : Epoch 707 | loss: 0.0310719 | val_loss: 0.0312097 | Time: 14292.6 ms [2020-11-22 17:45:34 main:574] : INFO : Epoch 708 | loss: 0.0310745 | val_loss: 0.0312246 | Time: 14318.6 ms [2020-11-22 17:45:49 main:574] : INFO : Epoch 709 | loss: 0.0310785 | val_loss: 0.0312065 | Time: 14416.6 ms [2020-11-22 17:46:03 main:574] : INFO : Epoch 710 | loss: 0.0310731 | val_loss: 0.0312211 | Time: 14429.7 ms [2020-11-22 17:46:18 main:574] : INFO : Epoch 711 | loss: 0.0310734 | val_loss: 0.0312091 | Time: 14323.6 ms [2020-11-22 17:46:32 main:574] : INFO : Epoch 712 | loss: 0.0310738 | val_loss: 0.0312078 | Time: 14341.2 ms [2020-11-22 17:46:46 main:574] : INFO : Epoch 713 | loss: 0.0310763 | val_loss: 0.0312059 | Time: 14379.8 ms [2020-11-22 17:47:01 main:574] : INFO : Epoch 714 | loss: 0.0310738 | val_loss: 0.03122 | Time: 14346.3 ms [2020-11-22 17:47:15 main:574] : INFO : Epoch 715 | loss: 0.0310673 | val_loss: 0.0312161 | Time: 14307.7 ms [2020-11-22 17:47:29 main:574] : INFO : Epoch 716 | loss: 0.031076 | val_loss: 0.0312161 | Time: 14416.9 ms [2020-11-22 17:47:44 main:574] : INFO : Epoch 717 | loss: 0.0310742 | val_loss: 0.0312102 | Time: 14362.2 ms [2020-11-22 17:47:58 main:574] : INFO : Epoch 718 | loss: 0.031078 | val_loss: 0.0312211 | Time: 14344.5 ms [2020-11-22 17:48:13 main:574] : INFO : Epoch 719 | loss: 0.0310778 | val_loss: 0.0312215 | Time: 14417.4 ms [2020-11-22 17:48:27 main:574] : INFO : Epoch 720 | loss: 0.031076 | val_loss: 0.0312116 | Time: 14338.6 ms [2020-11-22 17:48:41 main:574] : INFO : Epoch 721 | loss: 0.0310722 | val_loss: 0.0312246 | Time: 14426.7 ms [2020-11-22 17:48:56 main:574] : INFO : Epoch 722 | loss: 0.0310677 | val_loss: 0.0312144 | Time: 14332.4 ms [2020-11-22 17:49:10 main:574] : INFO : Epoch 723 | loss: 0.031074 | val_loss: 0.0312203 | Time: 14442.2 ms [2020-11-22 17:49:25 main:574] : INFO : Epoch 724 | loss: 0.03107 | val_loss: 0.0312243 | Time: 14407.4 ms [2020-11-22 17:49:39 main:574] : INFO : Epoch 725 | loss: 0.031071 | val_loss: 0.0312291 | Time: 14425.3 ms [2020-11-22 17:49:54 main:574] : INFO : Epoch 726 | loss: 0.0310702 | val_loss: 0.0312117 | Time: 14407.2 ms [2020-11-22 17:50:08 main:574] : INFO : Epoch 727 | loss: 0.0310725 | val_loss: 0.0312203 | Time: 14445.9 ms [2020-11-22 17:50:22 main:574] : INFO : Epoch 728 | loss: 0.0310696 | val_loss: 0.0312176 | Time: 14382.3 ms [2020-11-22 17:50:37 main:574] : INFO : Epoch 729 | loss: 0.0310704 | val_loss: 0.0312268 | Time: 14423.6 ms [2020-11-22 17:50:51 main:574] : INFO : Epoch 730 | loss: 0.0310718 | val_loss: 0.031233 | Time: 14420.3 ms [2020-11-22 17:51:06 main:574] : INFO : Epoch 731 | loss: 0.0310683 | val_loss: 0.0312287 | Time: 14446.6 ms [2020-11-22 17:51:20 main:574] : INFO : Epoch 732 | loss: 0.0310709 | val_loss: 0.0312289 | Time: 14415.8 ms [2020-11-22 17:51:35 main:574] : INFO : Epoch 733 | loss: 0.0310728 | val_loss: 0.0312147 | Time: 14414.6 ms [2020-11-22 17:51:49 main:574] : INFO : Epoch 734 | loss: 0.0310744 | val_loss: 0.0312183 | Time: 14367.8 ms [2020-11-22 17:52:03 main:574] : INFO : Epoch 735 | loss: 0.0310834 | val_loss: 0.0312137 | Time: 14459.5 ms [2020-11-22 17:52:18 main:574] : INFO : Epoch 736 | loss: 0.0310806 | val_loss: 0.0312281 | Time: 14334.3 ms [2020-11-22 17:52:32 main:574] : INFO : Epoch 737 | loss: 0.0310798 | val_loss: 0.0312087 | Time: 14516.3 ms [2020-11-22 17:52:47 main:574] : INFO : Epoch 738 | loss: 0.0310825 | val_loss: 0.0312249 | Time: 14318.6 ms [2020-11-22 17:53:01 main:574] : INFO : Epoch 739 | loss: 0.0310736 | val_loss: 0.0312379 | Time: 14454.7 ms [2020-11-22 17:53:16 main:574] : INFO : Epoch 740 | loss: 0.031072 | val_loss: 0.0312235 | Time: 14384.6 ms [2020-11-22 17:53:30 main:574] : INFO : Epoch 741 | loss: 0.0310724 | val_loss: 0.0312267 | Time: 14360.2 ms [2020-11-22 17:53:44 main:574] : INFO : Epoch 742 | loss: 0.0310693 | val_loss: 0.0312297 | Time: 14450.7 ms [2020-11-22 17:53:59 main:574] : INFO : Epoch 743 | loss: 0.0310658 | val_loss: 0.0312191 | Time: 14382 ms [2020-11-22 17:54:14 main:574] : INFO : Epoch 744 | loss: 0.0310706 | val_loss: 0.0312158 | Time: 15327.8 ms [2020-11-22 17:54:29 main:574] : INFO : Epoch 745 | loss: 0.0310655 | val_loss: 0.031212 | Time: 14925.2 ms [2020-11-22 17:54:44 main:574] : INFO : Epoch 746 | loss: 0.0310673 | val_loss: 0.0312156 | Time: 14427.7 ms [2020-11-22 17:54:58 main:574] : INFO : Epoch 747 | loss: 0.0310713 | val_loss: 0.031231 | Time: 14268.2 ms [2020-11-22 17:55:13 main:574] : INFO : Epoch 748 | loss: 0.0310665 | val_loss: 0.0312213 | Time: 15330.4 ms [2020-11-22 17:55:32 main:574] : INFO : Epoch 749 | loss: 0.0310673 | val_loss: 0.0312249 | Time: 18736.1 ms [2020-11-22 17:55:50 main:574] : INFO : Epoch 750 | loss: 0.0310673 | val_loss: 0.031242 | Time: 17832.4 ms [2020-11-22 17:56:05 main:574] : INFO : Epoch 751 | loss: 0.0310718 | val_loss: 0.0312188 | Time: 15574.5 ms [2020-11-22 17:56:21 main:574] : INFO : Epoch 752 | loss: 0.0310721 | val_loss: 0.0312245 | Time: 15352.6 ms [2020-11-22 17:56:36 main:574] : INFO : Epoch 753 | loss: 0.0310672 | val_loss: 0.031237 | Time: 14951.6 ms [2020-11-22 17:56:52 main:574] : INFO : Epoch 754 | loss: 0.0310668 | val_loss: 0.0312347 | Time: 15971 ms [2020-11-22 17:57:07 main:574] : INFO : Epoch 755 | loss: 0.0310678 | val_loss: 0.031216 | Time: 14876.9 ms [2020-11-22 17:57:24 main:574] : INFO : Epoch 756 | loss: 0.0310674 | val_loss: 0.0312239 | Time: 17172 ms [2020-11-22 17:57:39 main:574] : INFO : Epoch 757 | loss: 0.0310657 | val_loss: 0.031222 | Time: 15275.2 ms [2020-11-22 17:57:53 main:574] : INFO : Epoch 758 | loss: 0.0310648 | val_loss: 0.0312219 | Time: 14345.1 ms [2020-11-22 17:58:08 main:574] : INFO : Epoch 759 | loss: 0.031091 | val_loss: 0.0312224 | Time: 14311.3 ms [2020-11-22 17:58:22 main:574] : INFO : Epoch 760 | loss: 0.0310835 | val_loss: 0.0312164 | Time: 14330.6 ms [2020-11-22 17:58:36 main:574] : INFO : Epoch 761 | loss: 0.0310734 | val_loss: 0.0312227 | Time: 14334.4 ms [2020-11-22 17:58:51 main:574] : INFO : Epoch 762 | loss: 0.0310721 | val_loss: 0.0312273 | Time: 14526.7 ms [2020-11-22 17:59:07 main:574] : INFO : Epoch 763 | loss: 0.0310786 | val_loss: 0.031209 | Time: 16132.5 ms [2020-11-22 17:59:23 main:574] : INFO : Epoch 764 | loss: 0.0310699 | val_loss: 0.0312231 | Time: 16053.1 ms [2020-11-22 17:59:39 main:574] : INFO : Epoch 765 | loss: 0.0310663 | val_loss: 0.0312393 | Time: 15686.2 ms [2020-11-22 17:59:54 main:574] : INFO : Epoch 766 | loss: 0.0310693 | val_loss: 0.0312233 | Time: 14714.2 ms [2020-11-22 18:00:11 main:574] : INFO : Epoch 767 | loss: 0.0310713 | val_loss: 0.0312183 | Time: 16997.1 ms [2020-11-22 18:00:26 main:574] : INFO : Epoch 768 | loss: 0.0310764 | val_loss: 0.0312168 | Time: 14921.5 ms [2020-11-22 18:00:40 main:574] : INFO : Epoch 769 | loss: 0.0310713 | val_loss: 0.0312162 | Time: 14809.2 ms [2020-11-22 18:00:55 main:574] : INFO : Epoch 770 | loss: 0.0310688 | val_loss: 0.031213 | Time: 14737.5 ms [2020-11-22 18:01:10 main:574] : INFO : Epoch 771 | loss: 0.0310659 | val_loss: 0.031211 | Time: 14769.9 ms [2020-11-22 18:01:24 main:574] : INFO : Epoch 772 | loss: 0.0310661 | val_loss: 0.0312336 | Time: 14585.8 ms [2020-11-22 18:01:39 main:574] : INFO : Epoch 773 | loss: 0.0310649 | val_loss: 0.0312328 | Time: 14395 ms [2020-11-22 18:01:53 main:574] : INFO : Epoch 774 | loss: 0.0310604 | val_loss: 0.0312309 | Time: 14376.5 ms [2020-11-22 18:02:08 main:574] : INFO : Epoch 775 | loss: 0.0310574 | val_loss: 0.0312405 | Time: 14390.1 ms [2020-11-22 18:02:22 main:574] : INFO : Epoch 776 | loss: 0.0310615 | val_loss: 0.0312268 | Time: 14383.8 ms [2020-11-22 18:02:36 main:574] : INFO : Epoch 777 | loss: 0.0310633 | val_loss: 0.0312304 | Time: 14361.1 ms [2020-11-22 18:02:51 main:574] : INFO : Epoch 778 | loss: 0.0310633 | val_loss: 0.0312098 | Time: 14477.1 ms [2020-11-22 18:03:06 main:574] : INFO : Epoch 779 | loss: 0.0310699 | val_loss: 0.0312305 | Time: 14521.8 ms [2020-11-22 18:03:20 main:574] : INFO : Epoch 780 | loss: 0.0310677 | val_loss: 0.0312224 | Time: 14446.4 ms [2020-11-22 18:03:34 main:574] : INFO : Epoch 781 | loss: 0.0310682 | val_loss: 0.0312113 | Time: 14368.5 ms [2020-11-22 18:03:49 main:574] : INFO : Epoch 782 | loss: 0.0310744 | val_loss: 0.0312115 | Time: 14625.3 ms [2020-11-22 18:04:04 main:574] : INFO : Epoch 783 | loss: 0.0310795 | val_loss: 0.0312282 | Time: 14598.3 ms [2020-11-22 18:04:18 main:574] : INFO : Epoch 784 | loss: 0.0310749 | val_loss: 0.0312419 | Time: 14514.2 ms [2020-11-22 18:04:33 main:574] : INFO : Epoch 785 | loss: 0.0310679 | val_loss: 0.031202 | Time: 14464.7 ms [2020-11-22 18:04:47 main:574] : INFO : Epoch 786 | loss: 0.0311059 | val_loss: 0.0312051 | Time: 14436.9 ms [2020-11-22 18:05:01 main:574] : INFO : Epoch 787 | loss: 0.0311042 | val_loss: 0.0312044 | Time: 14384.8 ms [2020-11-22 18:05:16 main:574] : INFO : Epoch 788 | loss: 0.0310926 | val_loss: 0.0311997 | Time: 14437.6 ms [2020-11-22 18:05:30 main:574] : INFO : Epoch 789 | loss: 0.0310851 | val_loss: 0.0312097 | Time: 14539 ms [2020-11-22 18:05:45 main:574] : INFO : Epoch 790 | loss: 0.0310767 | val_loss: 0.0312002 | Time: 14475.8 ms [2020-11-22 18:06:00 main:574] : INFO : Epoch 791 | loss: 0.0310725 | val_loss: 0.0312158 | Time: 14620 ms [2020-11-22 18:06:14 main:574] : INFO : Epoch 792 | loss: 0.0310715 | val_loss: 0.031223 | Time: 14389.1 ms [2020-11-22 18:06:28 main:574] : INFO : Epoch 793 | loss: 0.0310698 | val_loss: 0.0312323 | Time: 14336.8 ms [2020-11-22 18:06:43 main:574] : INFO : Epoch 794 | loss: 0.0310693 | val_loss: 0.0312181 | Time: 14436 ms [2020-11-22 18:06:57 main:574] : INFO : Epoch 795 | loss: 0.0310611 | val_loss: 0.0312255 | Time: 14471.4 ms [2020-11-22 18:07:12 main:574] : INFO : Epoch 796 | loss: 0.0310619 | val_loss: 0.0312189 | Time: 14412 ms [2020-11-22 18:07:26 main:574] : INFO : Epoch 797 | loss: 0.0310592 | val_loss: 0.031223 | Time: 14615.9 ms [2020-11-22 18:07:41 main:574] : INFO : Epoch 798 | loss: 0.0310622 | val_loss: 0.0312253 | Time: 14538.4 ms [2020-11-22 18:07:55 main:574] : INFO : Epoch 799 | loss: 0.0310704 | val_loss: 0.0312142 | Time: 14590.4 ms [2020-11-22 18:08:10 main:574] : INFO : Epoch 800 | loss: 0.031074 | val_loss: 0.0312209 | Time: 14472.2 ms [2020-11-22 18:08:25 main:574] : INFO : Epoch 801 | loss: 0.0310658 | val_loss: 0.0312232 | Time: 14544.3 ms [2020-11-22 18:08:39 main:574] : INFO : Epoch 802 | loss: 0.0310624 | val_loss: 0.0312279 | Time: 14540.4 ms [2020-11-22 18:08:54 main:574] : INFO : Epoch 803 | loss: 0.0310652 | val_loss: 0.0312518 | Time: 14496.6 ms [2020-11-22 18:09:08 main:574] : INFO : Epoch 804 | loss: 0.031065 | val_loss: 0.0312203 | Time: 14376 ms [2020-11-22 18:09:22 main:574] : INFO : Epoch 805 | loss: 0.0310635 | val_loss: 0.0312368 | Time: 14318.5 ms [2020-11-22 18:09:37 main:574] : INFO : Epoch 806 | loss: 0.0310578 | val_loss: 0.0312357 | Time: 14471.6 ms [2020-11-22 18:09:51 main:574] : INFO : Epoch 807 | loss: 0.0310595 | val_loss: 0.0312205 | Time: 14491.9 ms [2020-11-22 18:10:06 main:574] : INFO : Epoch 808 | loss: 0.0310591 | val_loss: 0.0312097 | Time: 14419.3 ms [2020-11-22 18:10:20 main:574] : INFO : Epoch 809 | loss: 0.0310609 | val_loss: 0.0312349 | Time: 14391.6 ms [2020-11-22 18:10:35 main:574] : INFO : Epoch 810 | loss: 0.0310603 | val_loss: 0.0312381 | Time: 14580.9 ms [2020-11-22 18:10:49 main:574] : INFO : Epoch 811 | loss: 0.0310587 | val_loss: 0.0312204 | Time: 14529 ms [2020-11-22 18:11:04 main:574] : INFO : Epoch 812 | loss: 0.0310577 | val_loss: 0.0312124 | Time: 14488.5 ms [2020-11-22 18:11:18 main:574] : INFO : Epoch 813 | loss: 0.0310773 | val_loss: 0.0312257 | Time: 14342.6 ms [2020-11-22 18:11:33 main:574] : INFO : Epoch 814 | loss: 0.0310761 | val_loss: 0.0312224 | Time: 14522 ms [2020-11-22 18:11:47 main:574] : INFO : Epoch 815 | loss: 0.0310727 | val_loss: 0.0312167 | Time: 14422.8 ms [2020-11-22 18:12:02 main:574] : INFO : Epoch 816 | loss: 0.0310644 | val_loss: 0.0312151 | Time: 14398.6 ms [2020-11-22 18:12:16 main:574] : INFO : Epoch 817 | loss: 0.0310607 | val_loss: 0.03122 | Time: 14491.2 ms [2020-11-22 18:12:30 main:574] : INFO : Epoch 818 | loss: 0.0310593 | val_loss: 0.0312355 | Time: 14425.8 ms [2020-11-22 18:12:45 main:574] : INFO : Epoch 819 | loss: 0.0310612 | val_loss: 0.0312389 | Time: 14280.1 ms [2020-11-22 18:12:59 main:574] : INFO : Epoch 820 | loss: 0.0310584 | val_loss: 0.0312313 | Time: 14494.3 ms [2020-11-22 18:13:14 main:574] : INFO : Epoch 821 | loss: 0.0310812 | val_loss: 0.031214 | Time: 14363.8 ms [2020-11-22 18:13:28 main:574] : INFO : Epoch 822 | loss: 0.0310724 | val_loss: 0.0312172 | Time: 14556 ms [2020-11-22 18:13:43 main:574] : INFO : Epoch 823 | loss: 0.0310663 | val_loss: 0.0312363 | Time: 14368.9 ms [2020-11-22 18:13:57 main:574] : INFO : Epoch 824 | loss: 0.031067 | val_loss: 0.0312506 | Time: 14462.2 ms [2020-11-22 18:14:12 main:574] : INFO : Epoch 825 | loss: 0.0310607 | val_loss: 0.0312411 | Time: 14562.9 ms [2020-11-22 18:14:26 main:574] : INFO : Epoch 826 | loss: 0.0310549 | val_loss: 0.0312336 | Time: 14571 ms [2020-11-22 18:14:41 main:574] : INFO : Epoch 827 | loss: 0.0310552 | val_loss: 0.0312248 | Time: 14284.7 ms [2020-11-22 18:14:55 main:574] : INFO : Epoch 828 | loss: 0.0310585 | val_loss: 0.0312528 | Time: 14453 ms [2020-11-22 18:15:09 main:574] : INFO : Epoch 829 | loss: 0.0310617 | val_loss: 0.0312155 | Time: 14384.7 ms [2020-11-22 18:15:24 main:574] : INFO : Epoch 830 | loss: 0.0310562 | val_loss: 0.0312156 | Time: 14546.1 ms [2020-11-22 18:15:39 main:574] : INFO : Epoch 831 | loss: 0.0310535 | val_loss: 0.0312328 | Time: 14546.3 ms [2020-11-22 18:15:53 main:574] : INFO : Epoch 832 | loss: 0.0310526 | val_loss: 0.0312319 | Time: 14427.2 ms [2020-11-22 18:16:07 main:574] : INFO : Epoch 833 | loss: 0.0310541 | val_loss: 0.0312456 | Time: 14438.7 ms [2020-11-22 18:16:22 main:574] : INFO : Epoch 834 | loss: 0.0310555 | val_loss: 0.0312426 | Time: 14415.1 ms [2020-11-22 18:16:36 main:574] : INFO : Epoch 835 | loss: 0.0310582 | val_loss: 0.0312405 | Time: 14369.3 ms [2020-11-22 18:16:51 main:574] : INFO : Epoch 836 | loss: 0.0310591 | val_loss: 0.0312092 | Time: 14241.3 ms [2020-11-22 18:17:05 main:574] : INFO : Epoch 837 | loss: 0.031056 | val_loss: 0.0312308 | Time: 14355.3 ms [2020-11-22 18:17:20 main:574] : INFO : Epoch 838 | loss: 0.031052 | val_loss: 0.0312285 | Time: 14641.1 ms [2020-11-22 18:17:34 main:574] : INFO : Epoch 839 | loss: 0.0310495 | val_loss: 0.0312391 | Time: 14473.8 ms [2020-11-22 18:17:49 main:574] : INFO : Epoch 840 | loss: 0.0310564 | val_loss: 0.031227 | Time: 14534.2 ms [2020-11-22 18:18:03 main:574] : INFO : Epoch 841 | loss: 0.0310571 | val_loss: 0.0312258 | Time: 14483.5 ms [2020-11-22 18:18:18 main:574] : INFO : Epoch 842 | loss: 0.031057 | val_loss: 0.0312246 | Time: 14356.1 ms [2020-11-22 18:18:32 main:574] : INFO : Epoch 843 | loss: 0.0310617 | val_loss: 0.0312437 | Time: 14522.9 ms [2020-11-22 18:18:46 main:574] : INFO : Epoch 844 | loss: 0.0310709 | val_loss: 0.031243 | Time: 14392.3 ms [2020-11-22 18:19:01 main:574] : INFO : Epoch 845 | loss: 0.0310659 | val_loss: 0.0312402 | Time: 14443.8 ms [2020-11-22 18:19:15 main:574] : INFO : Epoch 846 | loss: 0.0310658 | val_loss: 0.0312163 | Time: 14582.8 ms [2020-11-22 18:19:30 main:574] : INFO : Epoch 847 | loss: 0.0310615 | val_loss: 0.0312389 | Time: 14545.2 ms [2020-11-22 18:19:45 main:574] : INFO : Epoch 848 | loss: 0.0310588 | val_loss: 0.0312489 | Time: 14606.8 ms [2020-11-22 18:19:59 main:574] : INFO : Epoch 849 | loss: 0.0310616 | val_loss: 0.0312372 | Time: 14529.3 ms [2020-11-22 18:20:14 main:574] : INFO : Epoch 850 | loss: 0.0310639 | val_loss: 0.0312127 | Time: 14541.8 ms [2020-11-22 18:20:28 main:574] : INFO : Epoch 851 | loss: 0.0310664 | val_loss: 0.0312348 | Time: 14419 ms [2020-11-22 18:20:43 main:574] : INFO : Epoch 852 | loss: 0.0310596 | val_loss: 0.0312249 | Time: 14389.9 ms [2020-11-22 18:20:57 main:574] : INFO : Epoch 853 | loss: 0.0310574 | val_loss: 0.0312314 | Time: 14550.5 ms [2020-11-22 18:21:12 main:574] : INFO : Epoch 854 | loss: 0.0310536 | val_loss: 0.0312307 | Time: 14435.2 ms [2020-11-22 18:21:26 main:574] : INFO : Epoch 855 | loss: 0.0310508 | val_loss: 0.0312267 | Time: 14550.3 ms [2020-11-22 18:21:41 main:574] : INFO : Epoch 856 | loss: 0.0310683 | val_loss: 0.031242 | Time: 14534.1 ms [2020-11-22 18:21:55 main:574] : INFO : Epoch 857 | loss: 0.0310624 | val_loss: 0.0312357 | Time: 14483.6 ms [2020-11-22 18:22:10 main:574] : INFO : Epoch 858 | loss: 0.0310537 | val_loss: 0.0312366 | Time: 14786.4 ms [2020-11-22 18:22:24 main:574] : INFO : Epoch 859 | loss: 0.0310512 | val_loss: 0.031233 | Time: 14423.3 ms [2020-11-22 18:22:39 main:574] : INFO : Epoch 860 | loss: 0.0310503 | val_loss: 0.0312248 | Time: 14460.3 ms [2020-11-22 18:22:54 main:574] : INFO : Epoch 861 | loss: 0.0310606 | val_loss: 0.0312225 | Time: 14614 ms [2020-11-22 18:23:08 main:574] : INFO : Epoch 862 | loss: 0.0310603 | val_loss: 0.0312181 | Time: 14742.8 ms [2020-11-22 18:23:23 main:574] : INFO : Epoch 863 | loss: 0.0310569 | val_loss: 0.0312318 | Time: 15066.5 ms [2020-11-22 18:23:38 main:574] : INFO : Epoch 864 | loss: 0.0310677 | val_loss: 0.0311996 | Time: 14639.8 ms [2020-11-22 18:23:53 main:574] : INFO : Epoch 865 | loss: 0.0310828 | val_loss: 0.0312359 | Time: 14505.9 ms [2020-11-22 18:24:07 main:574] : INFO : Epoch 866 | loss: 0.0310688 | val_loss: 0.0312158 | Time: 14742.7 ms [2020-11-22 18:24:22 main:574] : INFO : Epoch 867 | loss: 0.0310685 | val_loss: 0.0312295 | Time: 14728.4 ms [2020-11-22 18:24:37 main:574] : INFO : Epoch 868 | loss: 0.0310548 | val_loss: 0.0312564 | Time: 15312.4 ms [2020-11-22 18:24:53 main:574] : INFO : Epoch 869 | loss: 0.0310537 | val_loss: 0.0312384 | Time: 15576.6 ms [2020-11-22 18:25:08 main:574] : INFO : Epoch 870 | loss: 0.0310571 | val_loss: 0.0312457 | Time: 14856.6 ms [2020-11-22 18:25:23 main:574] : INFO : Epoch 871 | loss: 0.0310515 | val_loss: 0.0312269 | Time: 14769.2 ms [2020-11-22 18:25:37 main:574] : INFO : Epoch 872 | loss: 0.0310576 | val_loss: 0.031267 | Time: 14556.5 ms [2020-11-22 18:25:53 main:574] : INFO : Epoch 873 | loss: 0.0310766 | val_loss: 0.0312162 | Time: 15999.6 ms [2020-11-22 18:26:12 main:574] : INFO : Epoch 874 | loss: 0.0310701 | val_loss: 0.0312197 | Time: 18791.1 ms [2020-11-22 18:26:29 main:574] : INFO : Epoch 875 | loss: 0.0310785 | val_loss: 0.0312222 | Time: 16573.4 ms [2020-11-22 18:26:44 main:574] : INFO : Epoch 876 | loss: 0.0310696 | val_loss: 0.0312335 | Time: 15106.6 ms [2020-11-22 18:27:00 main:574] : INFO : Epoch 877 | loss: 0.0310581 | val_loss: 0.0312275 | Time: 15860 ms [2020-11-22 18:27:15 main:574] : INFO : Epoch 878 | loss: 0.0310559 | val_loss: 0.0312297 | Time: 15725.5 ms [2020-11-22 18:27:31 main:574] : INFO : Epoch 879 | loss: 0.0310534 | val_loss: 0.0312424 | Time: 15306.7 ms [2020-11-22 18:27:46 main:574] : INFO : Epoch 880 | loss: 0.0310468 | val_loss: 0.0312119 | Time: 15103.3 ms [2020-11-22 18:28:01 main:574] : INFO : Epoch 881 | loss: 0.0310496 | val_loss: 0.0312175 | Time: 15172.8 ms [2020-11-22 18:28:16 main:574] : INFO : Epoch 882 | loss: 0.0310478 | val_loss: 0.0312348 | Time: 15168.1 ms [2020-11-22 18:28:31 main:574] : INFO : Epoch 883 | loss: 0.0310467 | val_loss: 0.0312546 | Time: 15256.9 ms [2020-11-22 18:28:47 main:574] : INFO : Epoch 884 | loss: 0.0310452 | val_loss: 0.0312474 | Time: 15481.7 ms [2020-11-22 18:29:03 main:574] : INFO : Epoch 885 | loss: 0.0310478 | val_loss: 0.0312388 | Time: 15546 ms [2020-11-22 18:29:18 main:574] : INFO : Epoch 886 | loss: 0.0310516 | val_loss: 0.0312298 | Time: 15405.7 ms [2020-11-22 18:29:33 main:574] : INFO : Epoch 887 | loss: 0.031059 | val_loss: 0.0312134 | Time: 14805.7 ms [2020-11-22 18:29:47 main:574] : INFO : Epoch 888 | loss: 0.0310567 | val_loss: 0.0312468 | Time: 14545.3 ms [2020-11-22 18:30:02 main:574] : INFO : Epoch 889 | loss: 0.0310527 | val_loss: 0.0312384 | Time: 14553.6 ms [2020-11-22 18:30:17 main:574] : INFO : Epoch 890 | loss: 0.0310479 | val_loss: 0.031242 | Time: 14680.5 ms [2020-11-22 18:30:32 main:574] : INFO : Epoch 891 | loss: 0.0310516 | val_loss: 0.0312296 | Time: 14994.6 ms [2020-11-22 18:30:47 main:574] : INFO : Epoch 892 | loss: 0.0310479 | val_loss: 0.0312369 | Time: 15180.3 ms [2020-11-22 18:31:02 main:574] : INFO : Epoch 893 | loss: 0.0310542 | val_loss: 0.0312226 | Time: 15208.7 ms [2020-11-22 18:31:17 main:574] : INFO : Epoch 894 | loss: 0.031059 | val_loss: 0.0312669 | Time: 14852.1 ms [2020-11-22 18:31:32 main:574] : INFO : Epoch 895 | loss: 0.0310792 | val_loss: 0.0313698 | Time: 15083.1 ms [2020-11-22 18:31:47 main:574] : INFO : Epoch 896 | loss: 0.0318977 | val_loss: 0.0325005 | Time: 14969.1 ms [2020-11-22 18:32:02 main:574] : INFO : Epoch 897 | loss: 0.0343147 | val_loss: 0.0316109 | Time: 14888.4 ms [2020-11-22 18:32:17 main:574] : INFO : Epoch 898 | loss: 0.0319479 | val_loss: 0.0315367 | Time: 15233.7 ms [2020-11-22 18:32:32 main:574] : INFO : Epoch 899 | loss: 0.0313386 | val_loss: 0.0312726 | Time: 14868.1 ms [2020-11-22 18:32:48 main:574] : INFO : Epoch 900 | loss: 0.0312593 | val_loss: 0.0312493 | Time: 15504.4 ms [2020-11-22 18:33:02 main:574] : INFO : Epoch 901 | loss: 0.0312436 | val_loss: 0.0312373 | Time: 14729.5 ms [2020-11-22 18:33:17 main:574] : INFO : Epoch 902 | loss: 0.031236 | val_loss: 0.0312356 | Time: 14820.8 ms [2020-11-22 18:33:32 main:574] : INFO : Epoch 903 | loss: 0.0312296 | val_loss: 0.031226 | Time: 14573.3 ms [2020-11-22 18:33:46 main:574] : INFO : Epoch 904 | loss: 0.0312269 | val_loss: 0.0312161 | Time: 14413.9 ms [2020-11-22 18:34:01 main:574] : INFO : Epoch 905 | loss: 0.0312272 | val_loss: 0.0312135 | Time: 14761.3 ms [2020-11-22 18:34:15 main:574] : INFO : Epoch 906 | loss: 0.0312237 | val_loss: 0.0312112 | Time: 14509 ms [2020-11-22 18:34:30 main:574] : INFO : Epoch 907 | loss: 0.031212 | val_loss: 0.0312135 | Time: 14592.2 ms [2020-11-22 18:34:45 main:574] : INFO : Epoch 908 | loss: 0.0312076 | val_loss: 0.0312049 | Time: 14629.4 ms [2020-11-22 18:34:59 main:574] : INFO : Epoch 909 | loss: 0.0312092 | val_loss: 0.0312052 | Time: 14804.3 ms [2020-11-22 18:35:14 main:574] : INFO : Epoch 910 | loss: 0.0312086 | val_loss: 0.0311989 | Time: 14677.1 ms [2020-11-22 18:35:29 main:574] : INFO : Epoch 911 | loss: 0.0312114 | val_loss: 0.0312046 | Time: 14907 ms [2020-11-22 18:35:44 main:574] : INFO : Epoch 912 | loss: 0.0312044 | val_loss: 0.0312025 | Time: 15058.7 ms [2020-11-22 18:36:01 main:574] : INFO : Epoch 913 | loss: 0.031205 | val_loss: 0.0311969 | Time: 16979.5 ms [2020-11-22 18:36:16 main:574] : INFO : Epoch 914 | loss: 0.0311977 | val_loss: 0.0311968 | Time: 14617.1 ms [2020-11-22 18:36:31 main:574] : INFO : Epoch 915 | loss: 0.0311994 | val_loss: 0.0312058 | Time: 14823.8 ms [2020-11-22 18:36:48 main:574] : INFO : Epoch 916 | loss: 0.031213 | val_loss: 0.0311957 | Time: 17011.1 ms [2020-11-22 18:37:03 main:574] : INFO : Epoch 917 | loss: 0.0312042 | val_loss: 0.0311959 | Time: 15454.6 ms [2020-11-22 18:37:20 main:574] : INFO : Epoch 918 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 16672.6 ms [2020-11-22 18:37:35 main:574] : INFO : Epoch 919 | loss: 0.0312063 | val_loss: 0.0311935 | Time: 15135 ms [2020-11-22 18:37:49 main:574] : INFO : Epoch 920 | loss: 0.0311967 | val_loss: 0.031204 | Time: 14341.7 ms [2020-11-22 18:38:07 main:574] : INFO : Epoch 921 | loss: 0.0312008 | val_loss: 0.0311935 | Time: 17426.6 ms [2020-11-22 18:38:25 main:574] : INFO : Epoch 922 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 18370.9 ms [2020-11-22 18:38:40 main:574] : INFO : Epoch 923 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 15009.4 ms [2020-11-22 18:38:55 main:574] : INFO : Epoch 924 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 14749.3 ms [2020-11-22 18:39:12 main:574] : INFO : Epoch 925 | loss: 0.0311924 | val_loss: 0.0312062 | Time: 16917.5 ms [2020-11-22 18:39:26 main:574] : INFO : Epoch 926 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 14497.6 ms [2020-11-22 18:39:43 main:574] : INFO : Epoch 927 | loss: 0.031196 | val_loss: 0.031191 | Time: 17044.2 ms [2020-11-22 18:39:58 main:574] : INFO : Epoch 928 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 14897.5 ms [2020-11-22 18:40:15 main:574] : INFO : Epoch 929 | loss: 0.0312016 | val_loss: 0.0312011 | Time: 16119.8 ms [2020-11-22 18:40:29 main:574] : INFO : Epoch 930 | loss: 0.0311969 | val_loss: 0.0311945 | Time: 14537.9 ms [2020-11-22 18:40:44 main:574] : INFO : Epoch 931 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 14504.7 ms [2020-11-22 18:40:58 main:574] : INFO : Epoch 932 | loss: 0.0311926 | val_loss: 0.0311964 | Time: 14422.8 ms [2020-11-22 18:41:12 main:574] : INFO : Epoch 933 | loss: 0.031197 | val_loss: 0.0311924 | Time: 14461.9 ms [2020-11-22 18:41:27 main:574] : INFO : Epoch 934 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 14410.8 ms [2020-11-22 18:41:41 main:574] : INFO : Epoch 935 | loss: 0.0311959 | val_loss: 0.0311936 | Time: 14374.2 ms [2020-11-22 18:41:56 main:574] : INFO : Epoch 936 | loss: 0.0311914 | val_loss: 0.0311909 | Time: 14548.6 ms [2020-11-22 18:42:10 main:574] : INFO : Epoch 937 | loss: 0.0311894 | val_loss: 0.0312001 | Time: 14478 ms [2020-11-22 18:42:25 main:574] : INFO : Epoch 938 | loss: 0.031191 | val_loss: 0.0311895 | Time: 14524.3 ms [2020-11-22 18:42:39 main:574] : INFO : Epoch 939 | loss: 0.0311888 | val_loss: 0.0311895 | Time: 14547.8 ms [2020-11-22 18:42:54 main:574] : INFO : Epoch 940 | loss: 0.0311951 | val_loss: 0.0312033 | Time: 14430.6 ms [2020-11-22 18:43:08 main:574] : INFO : Epoch 941 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 14500.8 ms [2020-11-22 18:43:23 main:574] : INFO : Epoch 942 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 14426.7 ms [2020-11-22 18:43:37 main:574] : INFO : Epoch 943 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 14563.6 ms [2020-11-22 18:43:52 main:574] : INFO : Epoch 944 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 14451 ms [2020-11-22 18:44:06 main:574] : INFO : Epoch 945 | loss: 0.0311911 | val_loss: 0.0311908 | Time: 14397.1 ms [2020-11-22 18:44:21 main:574] : INFO : Epoch 946 | loss: 0.0311913 | val_loss: 0.0312056 | Time: 14585.5 ms [2020-11-22 18:44:35 main:574] : INFO : Epoch 947 | loss: 0.0311929 | val_loss: 0.0312049 | Time: 14485.7 ms [2020-11-22 18:44:50 main:574] : INFO : Epoch 948 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 14397.6 ms [2020-11-22 18:45:04 main:574] : INFO : Epoch 949 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 14375.2 ms [2020-11-22 18:45:19 main:574] : INFO : Epoch 950 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 14276.1 ms [2020-11-22 18:45:33 main:574] : INFO : Epoch 951 | loss: 0.0311882 | val_loss: 0.0311903 | Time: 14355.7 ms [2020-11-22 18:45:47 main:574] : INFO : Epoch 952 | loss: 0.031187 | val_loss: 0.0311907 | Time: 14204.9 ms [2020-11-22 18:46:02 main:574] : INFO : Epoch 953 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 14557.4 ms [2020-11-22 18:46:16 main:574] : INFO : Epoch 954 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 14397.2 ms [2020-11-22 18:46:30 main:574] : INFO : Epoch 955 | loss: 0.0311856 | val_loss: 0.0311967 | Time: 14345.1 ms [2020-11-22 18:46:45 main:574] : INFO : Epoch 956 | loss: 0.0311906 | val_loss: 0.0312107 | Time: 14332.2 ms [2020-11-22 18:46:59 main:574] : INFO : Epoch 957 | loss: 0.0311913 | val_loss: 0.0311924 | Time: 14314 ms [2020-11-22 18:47:14 main:574] : INFO : Epoch 958 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 15141.5 ms [2020-11-22 18:47:29 main:574] : INFO : Epoch 959 | loss: 0.0311842 | val_loss: 0.031192 | Time: 14265 ms [2020-11-22 18:47:43 main:574] : INFO : Epoch 960 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 14636.1 ms [2020-11-22 18:47:58 main:574] : INFO : Epoch 961 | loss: 0.0311833 | val_loss: 0.0311958 | Time: 14500.8 ms [2020-11-22 18:48:12 main:574] : INFO : Epoch 962 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 14495.1 ms [2020-11-22 18:48:27 main:574] : INFO : Epoch 963 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 14380.1 ms [2020-11-22 18:48:41 main:574] : INFO : Epoch 964 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 14372.9 ms [2020-11-22 18:48:55 main:574] : INFO : Epoch 965 | loss: 0.0311838 | val_loss: 0.0311976 | Time: 14348.8 ms [2020-11-22 18:49:10 main:574] : INFO : Epoch 966 | loss: 0.0311876 | val_loss: 0.0311987 | Time: 14284.1 ms [2020-11-22 18:49:24 main:574] : INFO : Epoch 967 | loss: 0.0311869 | val_loss: 0.031187 | Time: 14368.7 ms [2020-11-22 18:49:38 main:574] : INFO : Epoch 968 | loss: 0.0311896 | val_loss: 0.0312064 | Time: 14302.2 ms [2020-11-22 18:49:56 main:574] : INFO : Epoch 969 | loss: 0.0311944 | val_loss: 0.0311882 | Time: 17665 ms [2020-11-22 18:50:12 main:574] : INFO : Epoch 970 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 15454.8 ms [2020-11-22 18:50:27 main:574] : INFO : Epoch 971 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 15002.5 ms [2020-11-22 18:50:41 main:574] : INFO : Epoch 972 | loss: 0.03118 | val_loss: 0.0312058 | Time: 14508.5 ms [2020-11-22 18:50:57 main:574] : INFO : Epoch 973 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 15530.6 ms [2020-11-22 18:51:12 main:574] : INFO : Epoch 974 | loss: 0.031178 | val_loss: 0.0311899 | Time: 15359 ms [2020-11-22 18:51:26 main:574] : INFO : Epoch 975 | loss: 0.0311846 | val_loss: 0.0311855 | Time: 14408.1 ms [2020-11-22 18:51:41 main:574] : INFO : Epoch 976 | loss: 0.0311806 | val_loss: 0.0311901 | Time: 14740.9 ms [2020-11-22 18:51:56 main:574] : INFO : Epoch 977 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 14487.1 ms [2020-11-22 18:52:10 main:574] : INFO : Epoch 978 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 14387.5 ms [2020-11-22 18:52:25 main:574] : INFO : Epoch 979 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 14503 ms [2020-11-22 18:52:39 main:574] : INFO : Epoch 980 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 14489.2 ms [2020-11-22 18:52:54 main:574] : INFO : Epoch 981 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 14441.3 ms [2020-11-22 18:53:08 main:574] : INFO : Epoch 982 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 14651 ms [2020-11-22 18:53:23 main:574] : INFO : Epoch 983 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 14816.6 ms [2020-11-22 18:53:38 main:574] : INFO : Epoch 984 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 14903.9 ms [2020-11-22 18:53:53 main:574] : INFO : Epoch 985 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 15186.8 ms [2020-11-22 18:54:08 main:574] : INFO : Epoch 986 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 14567.8 ms [2020-11-22 18:54:22 main:574] : INFO : Epoch 987 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 14526.1 ms [2020-11-22 18:54:37 main:574] : INFO : Epoch 988 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 14516.1 ms [2020-11-22 18:54:53 main:574] : INFO : Epoch 989 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 15772.7 ms [2020-11-22 18:55:07 main:574] : INFO : Epoch 990 | loss: 0.0311653 | val_loss: 0.0311798 | Time: 14560.1 ms [2020-11-22 18:55:22 main:574] : INFO : Epoch 991 | loss: 0.031163 | val_loss: 0.0311783 | Time: 14584.4 ms [2020-11-22 18:55:36 main:574] : INFO : Epoch 992 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 14566.7 ms [2020-11-22 18:55:51 main:574] : INFO : Epoch 993 | loss: 0.031162 | val_loss: 0.0311799 | Time: 14670.5 ms [2020-11-22 18:56:06 main:574] : INFO : Epoch 994 | loss: 0.0311592 | val_loss: 0.0311816 | Time: 14495.5 ms [2020-11-22 18:56:20 main:574] : INFO : Epoch 995 | loss: 0.0311645 | val_loss: 0.0311802 | Time: 14414.7 ms [2020-11-22 18:56:34 main:574] : INFO : Epoch 996 | loss: 0.031159 | val_loss: 0.0311763 | Time: 14453.7 ms [2020-11-22 18:56:49 main:574] : INFO : Epoch 997 | loss: 0.0311598 | val_loss: 0.0311849 | Time: 14383 ms [2020-11-22 18:57:03 main:574] : INFO : Epoch 998 | loss: 0.0311577 | val_loss: 0.0311827 | Time: 14390.1 ms [2020-11-22 18:57:18 main:574] : INFO : Epoch 999 | loss: 0.031161 | val_loss: 0.0311754 | Time: 14411.4 ms [2020-11-22 18:57:33 main:574] : INFO : Epoch 1000 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 14856 ms [2020-11-22 18:57:48 main:574] : INFO : Epoch 1001 | loss: 0.0311597 | val_loss: 0.0311912 | Time: 15363.1 ms [2020-11-22 18:58:02 main:574] : INFO : Epoch 1002 | loss: 0.031161 | val_loss: 0.031175 | Time: 14346.3 ms [2020-11-22 18:58:17 main:574] : INFO : Epoch 1003 | loss: 0.0311556 | val_loss: 0.0311809 | Time: 14333.8 ms [2020-11-22 18:58:31 main:574] : INFO : Epoch 1004 | loss: 0.0311553 | val_loss: 0.0311911 | Time: 14513.7 ms [2020-11-22 18:58:46 main:574] : INFO : Epoch 1005 | loss: 0.0311536 | val_loss: 0.0311802 | Time: 14543.8 ms [2020-11-22 18:59:00 main:574] : INFO : Epoch 1006 | loss: 0.0311501 | val_loss: 0.0311767 | Time: 14352.8 ms [2020-11-22 18:59:15 main:574] : INFO : Epoch 1007 | loss: 0.0311491 | val_loss: 0.0311816 | Time: 14374.4 ms [2020-11-22 18:59:29 main:574] : INFO : Epoch 1008 | loss: 0.0311489 | val_loss: 0.0311748 | Time: 14480.1 ms [2020-11-22 18:59:44 main:574] : INFO : Epoch 1009 | loss: 0.0311463 | val_loss: 0.0311748 | Time: 14479.9 ms [2020-11-22 18:59:58 main:574] : INFO : Epoch 1010 | loss: 0.0311455 | val_loss: 0.0311726 | Time: 14353.5 ms [2020-11-22 19:00:12 main:574] : INFO : Epoch 1011 | loss: 0.0311451 | val_loss: 0.0311753 | Time: 14362.7 ms [2020-11-22 19:00:26 main:574] : INFO : Epoch 1012 | loss: 0.0311462 | val_loss: 0.0311785 | Time: 14221.3 ms [2020-11-22 19:00:41 main:574] : INFO : Epoch 1013 | loss: 0.0311503 | val_loss: 0.0311752 | Time: 14387.7 ms [2020-11-22 19:00:55 main:574] : INFO : Epoch 1014 | loss: 0.0311468 | val_loss: 0.031178 | Time: 14323 ms [2020-11-22 19:01:10 main:574] : INFO : Epoch 1015 | loss: 0.0311444 | val_loss: 0.0311764 | Time: 15250.9 ms [2020-11-22 19:01:25 main:574] : INFO : Epoch 1016 | loss: 0.0311474 | val_loss: 0.0311785 | Time: 14385.7 ms [2020-11-22 19:01:40 main:574] : INFO : Epoch 1017 | loss: 0.0311482 | val_loss: 0.0311786 | Time: 14737.5 ms [2020-11-22 19:01:55 main:574] : INFO : Epoch 1018 | loss: 0.0311451 | val_loss: 0.0311759 | Time: 15274.9 ms [2020-11-22 19:02:13 main:574] : INFO : Epoch 1019 | loss: 0.0311427 | val_loss: 0.0311803 | Time: 18322.9 ms [2020-11-22 19:02:28 main:574] : INFO : Epoch 1020 | loss: 0.0311431 | val_loss: 0.0311744 | Time: 14445.9 ms [2020-11-22 19:02:42 main:574] : INFO : Epoch 1021 | loss: 0.0311415 | val_loss: 0.0311795 | Time: 14231.9 ms [2020-11-22 19:02:56 main:574] : INFO : Epoch 1022 | loss: 0.0311406 | val_loss: 0.0311754 | Time: 14381.5 ms [2020-11-22 19:03:11 main:574] : INFO : Epoch 1023 | loss: 0.0311421 | val_loss: 0.0311753 | Time: 14371.7 ms [2020-11-22 19:03:25 main:574] : INFO : Epoch 1024 | loss: 0.0311398 | val_loss: 0.031179 | Time: 14406 ms [2020-11-22 19:03:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031179 [2020-11-22 19:03:25 main:603] : INFO : Saving end state to config to file [2020-11-22 19:03:25 main:608] : INFO : Success, exiting.. 19:03:25 (8544): 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)