Task 3724659
| Name | ParityMachine-1605454854-14697-9_1 |
| Workunit | 1833358 |
| Created | 19 Jan 2021, 17:29:10 UTC |
| Sent | 19 Jan 2021, 17:29:21 UTC |
| Report deadline | 26 Jan 2021, 17:29:21 UTC |
| Received | 19 Jan 2021, 20:32:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 48 min 36 sec |
| CPU time | 41 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 2921.11 ms [2021-01-19 20:15:24 main:574] : INFO : Epoch 515 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 2950.92 ms [2021-01-19 20:15:28 main:574] : INFO : Epoch 516 | loss: 0.0311757 | val_loss: 0.031182 | Time: 3108.39 ms [2021-01-19 20:15:30 main:574] : INFO : Epoch 517 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 2951.11 ms [2021-01-19 20:15:33 main:574] : INFO : Epoch 518 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2923.1 ms [2021-01-19 20:15:36 main:574] : INFO : Epoch 519 | loss: 0.0311749 | val_loss: 0.03118 | Time: 2887.95 ms [2021-01-19 20:15:39 main:574] : INFO : Epoch 520 | loss: 0.0311756 | val_loss: 0.031183 | Time: 2970.78 ms [2021-01-19 20:15:42 main:574] : INFO : Epoch 521 | loss: 0.031177 | val_loss: 0.0311824 | Time: 2659.43 ms [2021-01-19 20:15:45 main:574] : INFO : Epoch 522 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 2772.18 ms [2021-01-19 20:15:48 main:574] : INFO : Epoch 523 | loss: 0.031176 | val_loss: 0.0311832 | Time: 2611.72 ms [2021-01-19 20:15:50 main:574] : INFO : Epoch 524 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2764.27 ms [2021-01-19 20:15:53 main:574] : INFO : Epoch 525 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 2625.11 ms [2021-01-19 20:15:56 main:574] : INFO : Epoch 526 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 2598.72 ms [2021-01-19 20:15:58 main:574] : INFO : Epoch 527 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 2629.73 ms [2021-01-19 20:16:01 main:574] : INFO : Epoch 528 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2733.29 ms [2021-01-19 20:16:04 main:574] : INFO : Epoch 529 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 2692.88 ms [2021-01-19 20:16:07 main:574] : INFO : Epoch 530 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2625.86 ms [2021-01-19 20:16:09 main:574] : INFO : Epoch 531 | loss: 0.0311743 | val_loss: 0.031181 | Time: 2638.76 ms [2021-01-19 20:16:12 main:574] : INFO : Epoch 532 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 2951.84 ms [2021-01-19 20:16:15 main:574] : INFO : Epoch 533 | loss: 0.031173 | val_loss: 0.0311808 | Time: 2754.98 ms [2021-01-19 20:16:18 main:574] : INFO : Epoch 534 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2642.27 ms [2021-01-19 20:16:20 main:574] : INFO : Epoch 535 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 2791.58 ms [2021-01-19 20:16:23 main:574] : INFO : Epoch 536 | loss: 0.031176 | val_loss: 0.0311932 | Time: 2800.33 ms [2021-01-19 20:16:26 main:574] : INFO : Epoch 537 | loss: 0.031174 | val_loss: 0.0311807 | Time: 2860.71 ms [2021-01-19 20:16:29 main:574] : INFO : Epoch 538 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 2982.55 ms [2021-01-19 20:16:32 main:574] : INFO : Epoch 539 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 3041.69 ms [2021-01-19 20:16:35 main:574] : INFO : Epoch 540 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 2907.1 ms [2021-01-19 20:16:38 main:574] : INFO : Epoch 541 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 2856.95 ms [2021-01-19 20:16:43 main:574] : INFO : Epoch 542 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 4261.05 ms [2021-01-19 20:16:46 main:574] : INFO : Epoch 543 | loss: 0.031175 | val_loss: 0.03118 | Time: 2960.38 ms [2021-01-19 20:16:49 main:574] : INFO : Epoch 544 | loss: 0.0311747 | val_loss: 0.031184 | Time: 2913.91 ms [2021-01-19 20:16:52 main:574] : INFO : Epoch 545 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 3039.95 ms [2021-01-19 20:16:55 main:574] : INFO : Epoch 546 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 3266.57 ms [2021-01-19 20:16:58 main:574] : INFO : Epoch 547 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 2945.03 ms [2021-01-19 20:17:01 main:574] : INFO : Epoch 548 | loss: 0.031174 | val_loss: 0.0311828 | Time: 2721.91 ms [2021-01-19 20:17:04 main:574] : INFO : Epoch 549 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 2996.03 ms [2021-01-19 20:17:07 main:574] : INFO : Epoch 550 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 2938.34 ms [2021-01-19 20:17:10 main:574] : INFO : Epoch 551 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 2879.62 ms [2021-01-19 20:17:13 main:574] : INFO : Epoch 552 | loss: 0.0311722 | val_loss: 0.031183 | Time: 2724.59 ms [2021-01-19 20:17:16 main:574] : INFO : Epoch 553 | loss: 0.0311717 | val_loss: 0.031183 | Time: 2820.56 ms [2021-01-19 20:17:18 main:574] : INFO : Epoch 554 | loss: 0.0311741 | val_loss: 0.031184 | Time: 2726.5 ms [2021-01-19 20:17:21 main:574] : INFO : Epoch 555 | loss: 0.0311727 | val_loss: 0.031184 | Time: 2890.4 ms [2021-01-19 20:17:24 main:574] : INFO : Epoch 556 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 2851.68 ms [2021-01-19 20:17:28 main:574] : INFO : Epoch 557 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 3729.76 ms [2021-01-19 20:17:31 main:574] : INFO : Epoch 558 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 2988.46 ms [2021-01-19 20:17:34 main:574] : INFO : Epoch 559 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 3161.01 ms [2021-01-19 20:17:37 main:574] : INFO : Epoch 560 | loss: 0.0311718 | val_loss: 0.0311825 | Time: 2578.89 ms [2021-01-19 20:17:41 main:574] : INFO : Epoch 561 | loss: 0.0311719 | val_loss: 0.031187 | Time: 3895.01 ms [2021-01-19 20:17:44 main:574] : INFO : Epoch 562 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 3390.92 ms [2021-01-19 20:17:47 main:574] : INFO : Epoch 563 | loss: 0.0311742 | val_loss: 0.0311908 | Time: 2710.09 ms [2021-01-19 20:17:51 main:574] : INFO : Epoch 564 | loss: 0.0311786 | val_loss: 0.0311989 | Time: 3562.74 ms [2021-01-19 20:17:55 main:574] : INFO : Epoch 565 | loss: 0.0311773 | val_loss: 0.031186 | Time: 4027.01 ms [2021-01-19 20:17:58 main:574] : INFO : Epoch 566 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 2797.25 ms [2021-01-19 20:18:01 main:574] : INFO : Epoch 567 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 2775.21 ms [2021-01-19 20:18:05 main:574] : INFO : Epoch 568 | loss: 0.031171 | val_loss: 0.0311824 | Time: 3996.16 ms [2021-01-19 20:18:08 main:574] : INFO : Epoch 569 | loss: 0.031171 | val_loss: 0.0311826 | Time: 3039.22 ms [2021-01-19 20:18:11 main:574] : INFO : Epoch 570 | loss: 0.031173 | val_loss: 0.0311945 | Time: 2881.57 ms [2021-01-19 20:18:14 main:574] : INFO : Epoch 571 | loss: 0.0311752 | val_loss: 0.031184 | Time: 2842.1 ms [2021-01-19 20:18:17 main:574] : INFO : Epoch 572 | loss: 0.0311708 | val_loss: 0.0311839 | Time: 3359.19 ms [2021-01-19 20:18:20 main:574] : INFO : Epoch 573 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 2991.45 ms [2021-01-19 20:18:23 main:574] : INFO : Epoch 574 | loss: 0.0311722 | val_loss: 0.0311917 | Time: 2808.4 ms [2021-01-19 20:18:26 main:574] : INFO : Epoch 575 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 2974.99 ms [2021-01-19 20:18:29 main:574] : INFO : Epoch 576 | loss: 0.0311725 | val_loss: 0.0311828 | Time: 2885.59 ms [2021-01-19 20:18:32 main:574] : INFO : Epoch 577 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 3431.59 ms [2021-01-19 20:18:35 main:574] : INFO : Epoch 578 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 2811.16 ms [2021-01-19 20:18:38 main:574] : INFO : Epoch 579 | loss: 0.0311702 | val_loss: 0.0311836 | Time: 2671.37 ms [2021-01-19 20:18:41 main:574] : INFO : Epoch 580 | loss: 0.0311709 | val_loss: 0.0311862 | Time: 2768.9 ms [2021-01-19 20:18:44 main:574] : INFO : Epoch 581 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 3230.76 ms [2021-01-19 20:18:47 main:574] : INFO : Epoch 582 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2949.25 ms [2021-01-19 20:18:50 main:574] : INFO : Epoch 583 | loss: 0.0311722 | val_loss: 0.0311845 | Time: 2828.26 ms [2021-01-19 20:18:53 main:574] : INFO : Epoch 584 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 3083.69 ms [2021-01-19 20:18:56 main:574] : INFO : Epoch 585 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 2809.61 ms [2021-01-19 20:18:59 main:574] : INFO : Epoch 586 | loss: 0.0311701 | val_loss: 0.0311828 | Time: 2766.66 ms [2021-01-19 20:19:01 main:574] : INFO : Epoch 587 | loss: 0.0311695 | val_loss: 0.0311843 | Time: 2655.69 ms [2021-01-19 20:19:04 main:574] : INFO : Epoch 588 | loss: 0.0311719 | val_loss: 0.031186 | Time: 2828.53 ms [2021-01-19 20:19:07 main:574] : INFO : Epoch 589 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 2959.88 ms [2021-01-19 20:19:10 main:574] : INFO : Epoch 590 | loss: 0.0311728 | val_loss: 0.031188 | Time: 2740.19 ms [2021-01-19 20:19:13 main:574] : INFO : Epoch 591 | loss: 0.031179 | val_loss: 0.0311891 | Time: 2667.21 ms [2021-01-19 20:19:16 main:574] : INFO : Epoch 592 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 2769.78 ms [2021-01-19 20:19:19 main:574] : INFO : Epoch 593 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 3030.55 ms [2021-01-19 20:19:22 main:574] : INFO : Epoch 594 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 2734.24 ms [2021-01-19 20:19:24 main:574] : INFO : Epoch 595 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2644.94 ms [2021-01-19 20:19:28 main:574] : INFO : Epoch 596 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 3336.13 ms [2021-01-19 20:19:31 main:574] : INFO : Epoch 597 | loss: 0.0311716 | val_loss: 0.0311856 | Time: 2863.37 ms [2021-01-19 20:19:34 main:574] : INFO : Epoch 598 | loss: 0.0311727 | val_loss: 0.031188 | Time: 2704.39 ms [2021-01-19 20:19:36 main:574] : INFO : Epoch 599 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 2627.27 ms [2021-01-19 20:19:39 main:574] : INFO : Epoch 600 | loss: 0.0311772 | val_loss: 0.0311892 | Time: 2685.49 ms [2021-01-19 20:19:42 main:574] : INFO : Epoch 601 | loss: 0.0311798 | val_loss: 0.0311929 | Time: 2821.26 ms [2021-01-19 20:19:45 main:574] : INFO : Epoch 602 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 2829.7 ms [2021-01-19 20:19:48 main:574] : INFO : Epoch 603 | loss: 0.0311763 | val_loss: 0.031187 | Time: 2966.19 ms [2021-01-19 20:19:51 main:574] : INFO : Epoch 604 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 2763.52 ms [2021-01-19 20:19:54 main:574] : INFO : Epoch 605 | loss: 0.0311744 | val_loss: 0.0311873 | Time: 2812.95 ms [2021-01-19 20:19:56 main:574] : INFO : Epoch 606 | loss: 0.0311751 | val_loss: 0.0311923 | Time: 2587.28 ms [2021-01-19 20:19:59 main:574] : INFO : Epoch 607 | loss: 0.0311762 | val_loss: 0.0311867 | Time: 2672.03 ms [2021-01-19 20:20:02 main:574] : INFO : Epoch 608 | loss: 0.0311748 | val_loss: 0.0311905 | Time: 2727.52 ms [2021-01-19 20:20:05 main:574] : INFO : Epoch 609 | loss: 0.0311773 | val_loss: 0.0311922 | Time: 3106.2 ms [2021-01-19 20:20:08 main:574] : INFO : Epoch 610 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 2880.26 ms [2021-01-19 20:20:11 main:574] : INFO : Epoch 611 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 2954.46 ms [2021-01-19 20:20:14 main:574] : INFO : Epoch 612 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 2751.61 ms [2021-01-19 20:20:17 main:574] : INFO : Epoch 613 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 2857.97 ms [2021-01-19 20:20:19 main:574] : INFO : Epoch 614 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 2566.15 ms [2021-01-19 20:20:22 main:574] : INFO : Epoch 615 | loss: 0.0311839 | val_loss: 0.0311885 | Time: 2590.08 ms [2021-01-19 20:20:25 main:574] : INFO : Epoch 616 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 3192.67 ms [2021-01-19 20:20:28 main:574] : INFO : Epoch 617 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 2715.16 ms [2021-01-19 20:20:31 main:574] : INFO : Epoch 618 | loss: 0.0311785 | val_loss: 0.0311869 | Time: 2600.9 ms [2021-01-19 20:20:33 main:574] : INFO : Epoch 619 | loss: 0.0311773 | val_loss: 0.0311863 | Time: 2492.12 ms [2021-01-19 20:20:36 main:574] : INFO : Epoch 620 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 2651.15 ms [2021-01-19 20:20:38 main:574] : INFO : Epoch 621 | loss: 0.0311758 | val_loss: 0.0311883 | Time: 2613.31 ms [2021-01-19 20:20:41 main:574] : INFO : Epoch 622 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 2473.83 ms [2021-01-19 20:20:44 main:574] : INFO : Epoch 623 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 2683.03 ms [2021-01-19 20:20:46 main:574] : INFO : Epoch 624 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 2744.92 ms [2021-01-19 20:20:50 main:574] : INFO : Epoch 625 | loss: 0.0311762 | val_loss: 0.0311859 | Time: 3162.47 ms [2021-01-19 20:20:52 main:574] : INFO : Epoch 626 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 2707.84 ms [2021-01-19 20:20:55 main:574] : INFO : Epoch 627 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 2920.5 ms [2021-01-19 20:20:59 main:574] : INFO : Epoch 628 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 3398.21 ms [2021-01-19 20:21:02 main:574] : INFO : Epoch 629 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 3219.64 ms [2021-01-19 20:21:05 main:574] : INFO : Epoch 630 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 2904.09 ms [2021-01-19 20:21:09 main:574] : INFO : Epoch 631 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 4070.19 ms [2021-01-19 20:21:13 main:574] : INFO : Epoch 632 | loss: 0.0311739 | val_loss: 0.0311853 | Time: 3505.39 ms [2021-01-19 20:21:16 main:574] : INFO : Epoch 633 | loss: 0.0311744 | val_loss: 0.0311865 | Time: 2821.64 ms [2021-01-19 20:21:19 main:574] : INFO : Epoch 634 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 2774.41 ms [2021-01-19 20:21:21 main:574] : INFO : Epoch 635 | loss: 0.0311755 | val_loss: 0.0311835 | Time: 2701.02 ms [2021-01-19 20:21:24 main:574] : INFO : Epoch 636 | loss: 0.0311732 | val_loss: 0.0311857 | Time: 2762.36 ms [2021-01-19 20:21:27 main:574] : INFO : Epoch 637 | loss: 0.0311741 | val_loss: 0.031185 | Time: 2795.71 ms [2021-01-19 20:21:30 main:574] : INFO : Epoch 638 | loss: 0.0311777 | val_loss: 0.0311876 | Time: 2642.82 ms [2021-01-19 20:21:33 main:574] : INFO : Epoch 639 | loss: 0.0311732 | val_loss: 0.0311872 | Time: 2822.56 ms [2021-01-19 20:21:36 main:574] : INFO : Epoch 640 | loss: 0.0311778 | val_loss: 0.031184 | Time: 3036.35 ms [2021-01-19 20:21:39 main:574] : INFO : Epoch 641 | loss: 0.0311759 | val_loss: 0.03119 | Time: 2735.19 ms [2021-01-19 20:21:42 main:574] : INFO : Epoch 642 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 3011.45 ms [2021-01-19 20:21:45 main:574] : INFO : Epoch 643 | loss: 0.0311742 | val_loss: 0.0311871 | Time: 3645.71 ms [2021-01-19 20:21:49 main:574] : INFO : Epoch 644 | loss: 0.031174 | val_loss: 0.0311872 | Time: 3566.43 ms [2021-01-19 20:21:52 main:574] : INFO : Epoch 645 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 2832.7 ms [2021-01-19 20:21:54 main:574] : INFO : Epoch 646 | loss: 0.0311742 | val_loss: 0.031186 | Time: 2653.07 ms [2021-01-19 20:21:57 main:574] : INFO : Epoch 647 | loss: 0.0311733 | val_loss: 0.0311865 | Time: 2826.59 ms [2021-01-19 20:22:00 main:574] : INFO : Epoch 648 | loss: 0.031174 | val_loss: 0.0311842 | Time: 2637.49 ms [2021-01-19 20:22:03 main:574] : INFO : Epoch 649 | loss: 0.0311735 | val_loss: 0.0311885 | Time: 2603.57 ms [2021-01-19 20:22:05 main:574] : INFO : Epoch 650 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 2583.88 ms [2021-01-19 20:22:08 main:574] : INFO : Epoch 651 | loss: 0.031174 | val_loss: 0.031184 | Time: 2622.74 ms [2021-01-19 20:22:11 main:574] : INFO : Epoch 652 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 2840.71 ms [2021-01-19 20:22:14 main:574] : INFO : Epoch 653 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 2669.01 ms [2021-01-19 20:22:16 main:574] : INFO : Epoch 654 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 2612.18 ms [2021-01-19 20:22:19 main:574] : INFO : Epoch 655 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 2480.85 ms [2021-01-19 20:22:21 main:574] : INFO : Epoch 656 | loss: 0.0311746 | val_loss: 0.0311833 | Time: 2698.07 ms [2021-01-19 20:22:24 main:574] : INFO : Epoch 657 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2873.62 ms [2021-01-19 20:22:27 main:574] : INFO : Epoch 658 | loss: 0.031172 | val_loss: 0.0311836 | Time: 2779.37 ms [2021-01-19 20:22:30 main:574] : INFO : Epoch 659 | loss: 0.0311707 | val_loss: 0.0311831 | Time: 2708.52 ms [2021-01-19 20:22:33 main:574] : INFO : Epoch 660 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 2629.11 ms [2021-01-19 20:22:36 main:574] : INFO : Epoch 661 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 2903.85 ms [2021-01-19 20:22:38 main:574] : INFO : Epoch 662 | loss: 0.0311733 | val_loss: 0.0311822 | Time: 2772.3 ms [2021-01-19 20:22:41 main:574] : INFO : Epoch 663 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 2576.67 ms [2021-01-19 20:22:44 main:574] : INFO : Epoch 664 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2616.21 ms [2021-01-19 20:22:46 main:574] : INFO : Epoch 665 | loss: 0.031172 | val_loss: 0.0311842 | Time: 2594.18 ms [2021-01-19 20:22:49 main:574] : INFO : Epoch 666 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2658.53 ms [2021-01-19 20:22:52 main:574] : INFO : Epoch 667 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 2551.85 ms [2021-01-19 20:22:54 main:574] : INFO : Epoch 668 | loss: 0.0311736 | val_loss: 0.0311837 | Time: 2704.34 ms [2021-01-19 20:22:57 main:574] : INFO : Epoch 669 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 2532.7 ms [2021-01-19 20:23:00 main:574] : INFO : Epoch 670 | loss: 0.0311714 | val_loss: 0.0311861 | Time: 2572.35 ms [2021-01-19 20:23:02 main:574] : INFO : Epoch 671 | loss: 0.0311726 | val_loss: 0.0311843 | Time: 2511.4 ms [2021-01-19 20:23:05 main:574] : INFO : Epoch 672 | loss: 0.0311715 | val_loss: 0.0311849 | Time: 2652.06 ms [2021-01-19 20:23:07 main:574] : INFO : Epoch 673 | loss: 0.0311704 | val_loss: 0.0311854 | Time: 2624.46 ms [2021-01-19 20:23:10 main:574] : INFO : Epoch 674 | loss: 0.0311722 | val_loss: 0.0311852 | Time: 2527.67 ms [2021-01-19 20:23:13 main:574] : INFO : Epoch 675 | loss: 0.0311747 | val_loss: 0.0311976 | Time: 2621.74 ms [2021-01-19 20:23:15 main:574] : INFO : Epoch 676 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 2789.65 ms [2021-01-19 20:23:18 main:574] : INFO : Epoch 677 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 2615.89 ms [2021-01-19 20:23:21 main:574] : INFO : Epoch 678 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2718.67 ms [2021-01-19 20:23:24 main:574] : INFO : Epoch 679 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 2725.99 ms [2021-01-19 20:23:26 main:574] : INFO : Epoch 680 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2615.96 ms [2021-01-19 20:23:29 main:574] : INFO : Epoch 681 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 2851.21 ms [2021-01-19 20:23:32 main:574] : INFO : Epoch 682 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 2693.03 ms [2021-01-19 20:23:35 main:574] : INFO : Epoch 683 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 2558.63 ms [2021-01-19 20:23:38 main:574] : INFO : Epoch 684 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 2955.96 ms [2021-01-19 20:23:41 main:574] : INFO : Epoch 685 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 3418.93 ms [2021-01-19 20:23:44 main:574] : INFO : Epoch 686 | loss: 0.0311759 | val_loss: 0.0311855 | Time: 2691.74 ms [2021-01-19 20:23:46 main:574] : INFO : Epoch 687 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 2394.25 ms [2021-01-19 20:23:49 main:574] : INFO : Epoch 688 | loss: 0.031175 | val_loss: 0.0311836 | Time: 3067.9 ms [2021-01-19 20:23:52 main:574] : INFO : Epoch 689 | loss: 0.0311987 | val_loss: 0.0312139 | Time: 2776.71 ms [2021-01-19 20:23:55 main:574] : INFO : Epoch 690 | loss: 0.0312055 | val_loss: 0.0312106 | Time: 2591.74 ms [2021-01-19 20:23:57 main:574] : INFO : Epoch 691 | loss: 0.0311991 | val_loss: 0.0312095 | Time: 2472.02 ms [2021-01-19 20:24:00 main:574] : INFO : Epoch 692 | loss: 0.0311971 | val_loss: 0.0312143 | Time: 2717.05 ms [2021-01-19 20:24:04 main:574] : INFO : Epoch 693 | loss: 0.0311972 | val_loss: 0.0312067 | Time: 3268.4 ms [2021-01-19 20:24:06 main:574] : INFO : Epoch 694 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 2762 ms [2021-01-19 20:24:09 main:574] : INFO : Epoch 695 | loss: 0.0311956 | val_loss: 0.0312083 | Time: 2659.93 ms [2021-01-19 20:24:12 main:574] : INFO : Epoch 696 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 2716.78 ms [2021-01-19 20:24:16 main:574] : INFO : Epoch 697 | loss: 0.0311927 | val_loss: 0.0312045 | Time: 4180.49 ms [2021-01-19 20:24:19 main:574] : INFO : Epoch 698 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 2993.65 ms [2021-01-19 20:24:22 main:574] : INFO : Epoch 699 | loss: 0.0311917 | val_loss: 0.0312037 | Time: 2672.2 ms [2021-01-19 20:24:26 main:574] : INFO : Epoch 700 | loss: 0.031192 | val_loss: 0.0312049 | Time: 3609.26 ms [2021-01-19 20:24:29 main:574] : INFO : Epoch 701 | loss: 0.0311929 | val_loss: 0.0312032 | Time: 2963.69 ms [2021-01-19 20:24:32 main:574] : INFO : Epoch 702 | loss: 0.0311913 | val_loss: 0.0312038 | Time: 2938.79 ms [2021-01-19 20:24:34 main:574] : INFO : Epoch 703 | loss: 0.0311912 | val_loss: 0.031204 | Time: 2814.74 ms [2021-01-19 20:24:37 main:574] : INFO : Epoch 704 | loss: 0.031192 | val_loss: 0.0312031 | Time: 2738.75 ms [2021-01-19 20:24:40 main:574] : INFO : Epoch 705 | loss: 0.0311902 | val_loss: 0.0312014 | Time: 2809.45 ms [2021-01-19 20:24:43 main:574] : INFO : Epoch 706 | loss: 0.0311911 | val_loss: 0.0312048 | Time: 2751.82 ms [2021-01-19 20:24:45 main:574] : INFO : Epoch 707 | loss: 0.0311928 | val_loss: 0.0312065 | Time: 2582.61 ms [2021-01-19 20:24:48 main:574] : INFO : Epoch 708 | loss: 0.0311926 | val_loss: 0.0312078 | Time: 2664 ms [2021-01-19 20:24:51 main:574] : INFO : Epoch 709 | loss: 0.0311936 | val_loss: 0.0312018 | Time: 2535.96 ms [2021-01-19 20:24:54 main:574] : INFO : Epoch 710 | loss: 0.0311894 | val_loss: 0.0312024 | Time: 2772.42 ms [2021-01-19 20:24:56 main:574] : INFO : Epoch 711 | loss: 0.0311892 | val_loss: 0.0312015 | Time: 2648.83 ms [2021-01-19 20:24:59 main:574] : INFO : Epoch 712 | loss: 0.0311881 | val_loss: 0.0312037 | Time: 2559.31 ms [2021-01-19 20:25:02 main:574] : INFO : Epoch 713 | loss: 0.03119 | val_loss: 0.0312028 | Time: 2575.26 ms [2021-01-19 20:25:04 main:574] : INFO : Epoch 714 | loss: 0.0311893 | val_loss: 0.0311971 | Time: 2604.48 ms [2021-01-19 20:25:07 main:574] : INFO : Epoch 715 | loss: 0.0311871 | val_loss: 0.0312035 | Time: 2729.11 ms [2021-01-19 20:25:10 main:574] : INFO : Epoch 716 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 2812.1 ms [2021-01-19 20:25:13 main:574] : INFO : Epoch 717 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 2900.21 ms [2021-01-19 20:25:16 main:574] : INFO : Epoch 718 | loss: 0.0311858 | val_loss: 0.031196 | Time: 2728.1 ms [2021-01-19 20:25:18 main:574] : INFO : Epoch 719 | loss: 0.0311835 | val_loss: 0.0311967 | Time: 2690.67 ms [2021-01-19 20:25:22 main:574] : INFO : Epoch 720 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 3606.44 ms [2021-01-19 20:25:25 main:574] : INFO : Epoch 721 | loss: 0.0311855 | val_loss: 0.0312043 | Time: 2779.69 ms [2021-01-19 20:25:27 main:574] : INFO : Epoch 722 | loss: 0.0311865 | val_loss: 0.0311995 | Time: 2421.5 ms [2021-01-19 20:25:30 main:574] : INFO : Epoch 723 | loss: 0.0311875 | val_loss: 0.0311991 | Time: 2748.18 ms [2021-01-19 20:25:33 main:574] : INFO : Epoch 724 | loss: 0.0311832 | val_loss: 0.0311966 | Time: 3397.23 ms [2021-01-19 20:25:36 main:574] : INFO : Epoch 725 | loss: 0.0311838 | val_loss: 0.0311982 | Time: 2743.84 ms [2021-01-19 20:25:39 main:574] : INFO : Epoch 726 | loss: 0.0311849 | val_loss: 0.0312004 | Time: 2681.42 ms [2021-01-19 20:25:42 main:574] : INFO : Epoch 727 | loss: 0.0311842 | val_loss: 0.0311971 | Time: 2519.83 ms [2021-01-19 20:25:44 main:574] : INFO : Epoch 728 | loss: 0.0311856 | val_loss: 0.0311982 | Time: 2485.39 ms [2021-01-19 20:25:47 main:574] : INFO : Epoch 729 | loss: 0.0311823 | val_loss: 0.0311966 | Time: 2677.83 ms [2021-01-19 20:25:49 main:574] : INFO : Epoch 730 | loss: 0.0311815 | val_loss: 0.0311956 | Time: 2476 ms [2021-01-19 20:25:52 main:574] : INFO : Epoch 731 | loss: 0.0311824 | val_loss: 0.0312032 | Time: 2499.32 ms [2021-01-19 20:25:54 main:574] : INFO : Epoch 732 | loss: 0.0311825 | val_loss: 0.0311958 | Time: 2493.43 ms [2021-01-19 20:25:57 main:574] : INFO : Epoch 733 | loss: 0.0311811 | val_loss: 0.031199 | Time: 2556.77 ms [2021-01-19 20:25:59 main:574] : INFO : Epoch 734 | loss: 0.0311808 | val_loss: 0.0311981 | Time: 2472.53 ms [2021-01-19 20:26:02 main:574] : INFO : Epoch 735 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 2510.78 ms [2021-01-19 20:26:05 main:574] : INFO : Epoch 736 | loss: 0.0311857 | val_loss: 0.0312021 | Time: 2722.41 ms [2021-01-19 20:26:08 main:574] : INFO : Epoch 737 | loss: 0.0311828 | val_loss: 0.0311989 | Time: 2767.56 ms [2021-01-19 20:26:10 main:574] : INFO : Epoch 738 | loss: 0.0311823 | val_loss: 0.0311968 | Time: 2646.65 ms [2021-01-19 20:26:13 main:574] : INFO : Epoch 739 | loss: 0.0311804 | val_loss: 0.0311959 | Time: 2695.44 ms [2021-01-19 20:26:16 main:574] : INFO : Epoch 740 | loss: 0.0311799 | val_loss: 0.0311976 | Time: 3198.47 ms [2021-01-19 20:26:19 main:574] : INFO : Epoch 741 | loss: 0.031181 | val_loss: 0.0311939 | Time: 2632.27 ms [2021-01-19 20:26:22 main:574] : INFO : Epoch 742 | loss: 0.0311826 | val_loss: 0.031195 | Time: 2731.98 ms [2021-01-19 20:26:24 main:574] : INFO : Epoch 743 | loss: 0.0311802 | val_loss: 0.0311955 | Time: 2652.47 ms [2021-01-19 20:26:27 main:574] : INFO : Epoch 744 | loss: 0.0311808 | val_loss: 0.0311953 | Time: 3140.32 ms [2021-01-19 20:26:31 main:574] : INFO : Epoch 745 | loss: 0.03118 | val_loss: 0.0312016 | Time: 3170.34 ms [2021-01-19 20:26:34 main:574] : INFO : Epoch 746 | loss: 0.0311798 | val_loss: 0.0311984 | Time: 2841.13 ms [2021-01-19 20:26:36 main:574] : INFO : Epoch 747 | loss: 0.0311808 | val_loss: 0.0311967 | Time: 2722.81 ms [2021-01-19 20:26:39 main:574] : INFO : Epoch 748 | loss: 0.0311792 | val_loss: 0.0311957 | Time: 2783.08 ms [2021-01-19 20:26:42 main:574] : INFO : Epoch 749 | loss: 0.0311806 | val_loss: 0.0311954 | Time: 2804.04 ms [2021-01-19 20:26:45 main:574] : INFO : Epoch 750 | loss: 0.031179 | val_loss: 0.0311956 | Time: 2581.1 ms [2021-01-19 20:26:48 main:574] : INFO : Epoch 751 | loss: 0.0311784 | val_loss: 0.0311947 | Time: 3101.06 ms [2021-01-19 20:26:51 main:574] : INFO : Epoch 752 | loss: 0.031179 | val_loss: 0.0311938 | Time: 2864.86 ms [2021-01-19 20:26:55 main:574] : INFO : Epoch 753 | loss: 0.0311789 | val_loss: 0.0311941 | Time: 3744.05 ms [2021-01-19 20:26:58 main:574] : INFO : Epoch 754 | loss: 0.0311829 | val_loss: 0.0312014 | Time: 3024.76 ms [2021-01-19 20:27:01 main:574] : INFO : Epoch 755 | loss: 0.0311815 | val_loss: 0.0311977 | Time: 2901.84 ms [2021-01-19 20:27:03 main:574] : INFO : Epoch 756 | loss: 0.0311818 | val_loss: 0.0311969 | Time: 2629.72 ms [2021-01-19 20:27:08 main:574] : INFO : Epoch 757 | loss: 0.031181 | val_loss: 0.0311966 | Time: 4441.41 ms [2021-01-19 20:27:12 main:574] : INFO : Epoch 758 | loss: 0.0311812 | val_loss: 0.0312068 | Time: 3410.81 ms [2021-01-19 20:27:15 main:574] : INFO : Epoch 759 | loss: 0.0311852 | val_loss: 0.0311956 | Time: 3234.56 ms [2021-01-19 20:27:18 main:574] : INFO : Epoch 760 | loss: 0.0311869 | val_loss: 0.0311994 | Time: 2831.1 ms [2021-01-19 20:27:22 main:574] : INFO : Epoch 761 | loss: 0.0311835 | val_loss: 0.0311981 | Time: 4122.26 ms [2021-01-19 20:27:25 main:574] : INFO : Epoch 762 | loss: 0.0311805 | val_loss: 0.0311972 | Time: 3007.8 ms [2021-01-19 20:27:28 main:574] : INFO : Epoch 763 | loss: 0.0311802 | val_loss: 0.0311967 | Time: 3208.43 ms [2021-01-19 20:27:31 main:574] : INFO : Epoch 764 | loss: 0.0311786 | val_loss: 0.0311972 | Time: 2942.1 ms [2021-01-19 20:27:35 main:574] : INFO : Epoch 765 | loss: 0.0311803 | val_loss: 0.0311962 | Time: 3940.28 ms [2021-01-19 20:27:39 main:574] : INFO : Epoch 766 | loss: 0.031181 | val_loss: 0.0311973 | Time: 3304.8 ms [2021-01-19 20:27:42 main:574] : INFO : Epoch 767 | loss: 0.0311803 | val_loss: 0.0311934 | Time: 2815.51 ms [2021-01-19 20:27:45 main:574] : INFO : Epoch 768 | loss: 0.0311831 | val_loss: 0.0311963 | Time: 3004.29 ms [2021-01-19 20:27:48 main:574] : INFO : Epoch 769 | loss: 0.0311799 | val_loss: 0.0311975 | Time: 3039.39 ms [2021-01-19 20:27:51 main:574] : INFO : Epoch 770 | loss: 0.0311801 | val_loss: 0.0311972 | Time: 2939.54 ms [2021-01-19 20:27:53 main:574] : INFO : Epoch 771 | loss: 0.0311791 | val_loss: 0.0311974 | Time: 2594.41 ms [2021-01-19 20:27:57 main:574] : INFO : Epoch 772 | loss: 0.0311799 | val_loss: 0.0311983 | Time: 3374.55 ms [2021-01-19 20:28:00 main:574] : INFO : Epoch 773 | loss: 0.0311802 | val_loss: 0.0311962 | Time: 3057.81 ms [2021-01-19 20:28:03 main:574] : INFO : Epoch 774 | loss: 0.0311798 | val_loss: 0.031197 | Time: 2892.22 ms [2021-01-19 20:28:06 main:574] : INFO : Epoch 775 | loss: 0.0311811 | val_loss: 0.0311985 | Time: 2706.96 ms [2021-01-19 20:28:09 main:574] : INFO : Epoch 776 | loss: 0.0311812 | val_loss: 0.0311955 | Time: 2969.3 ms [2021-01-19 20:28:12 main:574] : INFO : Epoch 777 | loss: 0.0311802 | val_loss: 0.0311952 | Time: 3036.24 ms [2021-01-19 20:28:15 main:574] : INFO : Epoch 778 | loss: 0.0311796 | val_loss: 0.0311977 | Time: 2922.47 ms [2021-01-19 20:28:18 main:574] : INFO : Epoch 779 | loss: 0.03118 | val_loss: 0.0312001 | Time: 2786.84 ms [2021-01-19 20:28:20 main:574] : INFO : Epoch 780 | loss: 0.0311793 | val_loss: 0.0311954 | Time: 2698.35 ms [2021-01-19 20:28:24 main:574] : INFO : Epoch 781 | loss: 0.031178 | val_loss: 0.0311972 | Time: 3460.18 ms [2021-01-19 20:28:27 main:574] : INFO : Epoch 782 | loss: 0.0311781 | val_loss: 0.0311955 | Time: 3099.87 ms [2021-01-19 20:28:30 main:574] : INFO : Epoch 783 | loss: 0.0311783 | val_loss: 0.0311998 | Time: 2650.25 ms [2021-01-19 20:28:32 main:574] : INFO : Epoch 784 | loss: 0.0311808 | val_loss: 0.0312009 | Time: 2732.16 ms [2021-01-19 20:28:35 main:574] : INFO : Epoch 785 | loss: 0.0311792 | val_loss: 0.0311992 | Time: 2878.76 ms [2021-01-19 20:28:38 main:574] : INFO : Epoch 786 | loss: 0.0311769 | val_loss: 0.0312015 | Time: 2721.69 ms [2021-01-19 20:28:41 main:574] : INFO : Epoch 787 | loss: 0.0311818 | val_loss: 0.0311995 | Time: 2699.42 ms [2021-01-19 20:28:43 main:574] : INFO : Epoch 788 | loss: 0.0311766 | val_loss: 0.0311973 | Time: 2554.07 ms [2021-01-19 20:28:46 main:574] : INFO : Epoch 789 | loss: 0.0311766 | val_loss: 0.0311977 | Time: 2712.7 ms [2021-01-19 20:28:50 main:574] : INFO : Epoch 790 | loss: 0.0311766 | val_loss: 0.0311953 | Time: 3449.02 ms [2021-01-19 20:28:53 main:574] : INFO : Epoch 791 | loss: 0.0311779 | val_loss: 0.031196 | Time: 2813.94 ms [2021-01-19 20:28:55 main:574] : INFO : Epoch 792 | loss: 0.0311771 | val_loss: 0.0311958 | Time: 2643.07 ms [2021-01-19 20:28:58 main:574] : INFO : Epoch 793 | loss: 0.0311774 | val_loss: 0.0311959 | Time: 2659.01 ms [2021-01-19 20:29:01 main:574] : INFO : Epoch 794 | loss: 0.0311759 | val_loss: 0.0311964 | Time: 2800.03 ms [2021-01-19 20:29:04 main:574] : INFO : Epoch 795 | loss: 0.0311756 | val_loss: 0.0311954 | Time: 3372.46 ms [2021-01-19 20:29:07 main:574] : INFO : Epoch 796 | loss: 0.0311768 | val_loss: 0.0311949 | Time: 2683.63 ms [2021-01-19 20:29:10 main:574] : INFO : Epoch 797 | loss: 0.0311756 | val_loss: 0.0311942 | Time: 2736.24 ms [2021-01-19 20:29:13 main:574] : INFO : Epoch 798 | loss: 0.031176 | val_loss: 0.0311962 | Time: 3431.25 ms [2021-01-19 20:29:16 main:574] : INFO : Epoch 799 | loss: 0.0311803 | val_loss: 0.0312042 | Time: 3168.28 ms [2021-01-19 20:29:19 main:574] : INFO : Epoch 800 | loss: 0.0311817 | val_loss: 0.0311949 | Time: 2942.03 ms [2021-01-19 20:29:22 main:574] : INFO : Epoch 801 | loss: 0.0311782 | val_loss: 0.0312016 | Time: 2607.32 ms [2021-01-19 20:29:25 main:574] : INFO : Epoch 802 | loss: 0.0311764 | val_loss: 0.0311954 | Time: 3017.41 ms [2021-01-19 20:29:29 main:574] : INFO : Epoch 803 | loss: 0.0311764 | val_loss: 0.0311962 | Time: 3660.27 ms [2021-01-19 20:29:32 main:574] : INFO : Epoch 804 | loss: 0.0311753 | val_loss: 0.0311942 | Time: 3026.25 ms [2021-01-19 20:29:35 main:574] : INFO : Epoch 805 | loss: 0.031176 | val_loss: 0.0311961 | Time: 2925.34 ms [2021-01-19 20:29:38 main:574] : INFO : Epoch 806 | loss: 0.031179 | val_loss: 0.0311998 | Time: 3032.03 ms [2021-01-19 20:29:41 main:574] : INFO : Epoch 807 | loss: 0.0311804 | val_loss: 0.031193 | Time: 3486.73 ms [2021-01-19 20:29:45 main:574] : INFO : Epoch 808 | loss: 0.0311766 | val_loss: 0.0311914 | Time: 3287.74 ms [2021-01-19 20:29:48 main:574] : INFO : Epoch 809 | loss: 0.0311767 | val_loss: 0.0311978 | Time: 3288.1 ms [2021-01-19 20:29:51 main:574] : INFO : Epoch 810 | loss: 0.0311802 | val_loss: 0.0311944 | Time: 3053.7 ms [2021-01-19 20:29:57 main:574] : INFO : Epoch 811 | loss: 0.0311777 | val_loss: 0.0311951 | Time: 5716.2 ms [2021-01-19 20:30:00 main:574] : INFO : Epoch 812 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 3006.02 ms [2021-01-19 20:30:03 main:574] : INFO : Epoch 813 | loss: 0.0311774 | val_loss: 0.0311944 | Time: 2776.22 ms [2021-01-19 20:30:06 main:574] : INFO : Epoch 814 | loss: 0.0311771 | val_loss: 0.0311996 | Time: 3071.31 ms [2021-01-19 20:30:09 main:574] : INFO : Epoch 815 | loss: 0.0311777 | val_loss: 0.0312009 | Time: 2931.22 ms [2021-01-19 20:30:12 main:574] : INFO : Epoch 816 | loss: 0.0311789 | val_loss: 0.031194 | Time: 2846.24 ms [2021-01-19 20:30:15 main:574] : INFO : Epoch 817 | loss: 0.0311835 | val_loss: 0.0311987 | Time: 2859.02 ms [2021-01-19 20:30:18 main:574] : INFO : Epoch 818 | loss: 0.0311821 | val_loss: 0.0312042 | Time: 2702.7 ms [2021-01-19 20:30:20 main:574] : INFO : Epoch 819 | loss: 0.0311787 | val_loss: 0.0311929 | Time: 2770.05 ms [2021-01-19 20:30:23 main:574] : INFO : Epoch 820 | loss: 0.0311766 | val_loss: 0.0311933 | Time: 2821.6 ms [2021-01-19 20:30:26 main:574] : INFO : Epoch 821 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 2752.05 ms [2021-01-19 20:30:29 main:574] : INFO : Epoch 822 | loss: 0.031175 | val_loss: 0.0311903 | Time: 2749.93 ms [2021-01-19 20:30:32 main:574] : INFO : Epoch 823 | loss: 0.0311753 | val_loss: 0.0311927 | Time: 2940.46 ms [2021-01-19 20:30:35 main:574] : INFO : Epoch 824 | loss: 0.0311755 | val_loss: 0.0311916 | Time: 3050.66 ms [2021-01-19 20:30:38 main:574] : INFO : Epoch 825 | loss: 0.0311757 | val_loss: 0.0311916 | Time: 2923.29 ms [2021-01-19 20:30:41 main:574] : INFO : Epoch 826 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 2749.8 ms [2021-01-19 20:30:43 main:574] : INFO : Epoch 827 | loss: 0.0311744 | val_loss: 0.0311911 | Time: 2727.98 ms [2021-01-19 20:30:47 main:574] : INFO : Epoch 828 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 3118.32 ms [2021-01-19 20:30:50 main:574] : INFO : Epoch 829 | loss: 0.0311737 | val_loss: 0.0311953 | Time: 2921.43 ms [2021-01-19 20:30:53 main:574] : INFO : Epoch 830 | loss: 0.0311745 | val_loss: 0.0311896 | Time: 2964.14 ms [2021-01-19 20:30:55 main:574] : INFO : Epoch 831 | loss: 0.0311746 | val_loss: 0.0311954 | Time: 2775.68 ms [2021-01-19 20:30:58 main:574] : INFO : Epoch 832 | loss: 0.0311778 | val_loss: 0.0311946 | Time: 2779.33 ms [2021-01-19 20:31:01 main:574] : INFO : Epoch 833 | loss: 0.0311758 | val_loss: 0.0311907 | Time: 3010.4 ms [2021-01-19 20:31:04 main:574] : INFO : Epoch 834 | loss: 0.0311739 | val_loss: 0.0311904 | Time: 2739.92 ms [2021-01-19 20:31:07 main:574] : INFO : Epoch 835 | loss: 0.0311754 | val_loss: 0.0311973 | Time: 2650.01 ms [2021-01-19 20:31:10 main:574] : INFO : Epoch 836 | loss: 0.0311779 | val_loss: 0.0311914 | Time: 2890.22 ms [2021-01-19 20:31:13 main:574] : INFO : Epoch 837 | loss: 0.031175 | val_loss: 0.0311984 | Time: 3312.39 ms [2021-01-19 20:31:16 main:574] : INFO : Epoch 838 | loss: 0.031175 | val_loss: 0.0311916 | Time: 3002.28 ms [2021-01-19 20:31:19 main:574] : INFO : Epoch 839 | loss: 0.0311734 | val_loss: 0.0311903 | Time: 3019.07 ms [2021-01-19 20:31:23 main:574] : INFO : Epoch 840 | loss: 0.0311735 | val_loss: 0.0311907 | Time: 3681.58 ms [2021-01-19 20:31:27 main:574] : INFO : Epoch 841 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 3483.26 ms [2021-01-19 20:31:30 main:574] : INFO : Epoch 842 | loss: 0.0311753 | val_loss: 0.0311908 | Time: 3359.26 ms [2021-01-19 20:31:34 main:574] : INFO : Epoch 843 | loss: 0.031175 | val_loss: 0.0311904 | Time: 4085.13 ms [2021-01-19 20:31:38 main:574] : INFO : Epoch 844 | loss: 0.0311735 | val_loss: 0.0311901 | Time: 3363.25 ms [2021-01-19 20:31:41 main:574] : INFO : Epoch 845 | loss: 0.031174 | val_loss: 0.0311893 | Time: 3005.97 ms [2021-01-19 20:31:44 main:574] : INFO : Epoch 846 | loss: 0.0311758 | val_loss: 0.0311949 | Time: 2870.98 ms [2021-01-19 20:31:47 main:574] : INFO : Epoch 847 | loss: 0.0311767 | val_loss: 0.0311922 | Time: 3243.55 ms [2021-01-19 20:31:50 main:574] : INFO : Epoch 848 | loss: 0.0311781 | val_loss: 0.0311963 | Time: 2981.58 ms [2021-01-19 20:31:53 main:574] : INFO : Epoch 849 | loss: 0.0311779 | val_loss: 0.0311922 | Time: 2807.5 ms [2021-01-19 20:31:56 main:574] : INFO : Epoch 850 | loss: 0.0311771 | val_loss: 0.0311923 | Time: 3119.46 ms [2021-01-19 20:31:59 main:574] : INFO : Epoch 851 | loss: 0.0311781 | val_loss: 0.0311962 | Time: 3296.71 ms [2021-01-19 20:32:02 main:574] : INFO : Epoch 852 | loss: 0.0311784 | val_loss: 0.0311932 | Time: 2929.29 ms [2021-01-19 20:32:05 main:574] : INFO : Epoch 853 | loss: 0.0311809 | val_loss: 0.0311937 | Time: 2885.02 ms [2021-01-19 20:32:08 main:574] : INFO : Epoch 854 | loss: 0.031183 | val_loss: 0.0311931 | Time: 3211.24 ms [2021-01-19 20:32:12 main:574] : INFO : Epoch 855 | loss: 0.0311804 | val_loss: 0.0311926 | Time: 3119.67 ms [2021-01-19 20:32:15 main:574] : INFO : Epoch 856 | loss: 0.0311794 | val_loss: 0.0311912 | Time: 3236.75 ms [2021-01-19 20:32:18 main:574] : INFO : Epoch 857 | loss: 0.0311781 | val_loss: 0.0311919 | Time: 2978.75 ms [2021-01-19 20:32:21 main:574] : INFO : Epoch 858 | loss: 0.0311769 | val_loss: 0.0311913 | Time: 3245.1 ms [2021-01-19 20:32:25 main:574] : INFO : Epoch 859 | loss: 0.0311767 | val_loss: 0.0311909 | Time: 3296.87 ms [2021-01-19 20:32:28 main:574] : INFO : Epoch 860 | loss: 0.0311763 | val_loss: 0.0311939 | Time: 3167.84 ms [2021-01-19 20:32:31 main:574] : INFO : Epoch 861 | loss: 0.0311762 | val_loss: 0.0311921 | Time: 3196.04 ms [2021-01-19 20:32:35 main:574] : INFO : Epoch 862 | loss: 0.0311777 | val_loss: 0.0311929 | Time: 3622.4 ms [2021-01-19 20:32:39 main:574] : INFO : Epoch 863 | loss: 0.0311795 | val_loss: 0.0311895 | Time: 4356.3 ms [2021-01-19 20:32:43 main:574] : INFO : Epoch 864 | loss: 0.0311762 | val_loss: 0.0311911 | Time: 3215.93 ms [2021-01-19 20:32:46 main:574] : INFO : Epoch 865 | loss: 0.0311755 | val_loss: 0.0311901 | Time: 3084.91 ms [2021-01-19 20:32:49 main:574] : INFO : Epoch 866 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 3358.46 ms [2021-01-19 20:32:52 main:574] : INFO : Epoch 867 | loss: 0.0311745 | val_loss: 0.0311882 | Time: 3141.49 ms [2021-01-19 20:32:57 main:574] : INFO : Epoch 868 | loss: 0.0311735 | val_loss: 0.031191 | Time: 3800.88 ms [2021-01-19 20:33:00 main:574] : INFO : Epoch 869 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 3141.07 ms [2021-01-19 20:33:03 main:574] : INFO : Epoch 870 | loss: 0.0311756 | val_loss: 0.031194 | Time: 3023.71 ms [2021-01-19 20:33:06 main:574] : INFO : Epoch 871 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 3289.3 ms [2021-01-19 20:33:09 main:574] : INFO : Epoch 872 | loss: 0.0311757 | val_loss: 0.0311899 | Time: 3219.91 ms [2021-01-19 20:33:13 main:574] : INFO : Epoch 873 | loss: 0.0311756 | val_loss: 0.0311881 | Time: 3002.5 ms [2021-01-19 20:33:16 main:574] : INFO : Epoch 874 | loss: 0.0311749 | val_loss: 0.0311928 | Time: 2927.74 ms [2021-01-19 20:33:19 main:574] : INFO : Epoch 875 | loss: 0.0311747 | val_loss: 0.0311884 | Time: 2951.15 ms [2021-01-19 20:33:22 main:574] : INFO : Epoch 876 | loss: 0.0311734 | val_loss: 0.0311899 | Time: 3165 ms [2021-01-19 20:33:25 main:574] : INFO : Epoch 877 | loss: 0.0311741 | val_loss: 0.0311919 | Time: 2935.92 ms [2021-01-19 20:33:28 main:574] : INFO : Epoch 878 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 3074.15 ms [2021-01-19 20:33:31 main:574] : INFO : Epoch 879 | loss: 0.031173 | val_loss: 0.0311892 | Time: 3252.92 ms [2021-01-19 20:33:34 main:574] : INFO : Epoch 880 | loss: 0.031174 | val_loss: 0.0311895 | Time: 2922.7 ms [2021-01-19 20:33:37 main:574] : INFO : Epoch 881 | loss: 0.0311758 | val_loss: 0.0311881 | Time: 2795.2 ms [2021-01-19 20:33:40 main:574] : INFO : Epoch 882 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 2861.26 ms [2021-01-19 20:33:43 main:574] : INFO : Epoch 883 | loss: 0.0311724 | val_loss: 0.0311903 | Time: 2697.4 ms [2021-01-19 20:33:46 main:574] : INFO : Epoch 884 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 3486.71 ms [2021-01-19 20:33:49 main:574] : INFO : Epoch 885 | loss: 0.0311725 | val_loss: 0.0311893 | Time: 2959.72 ms [2021-01-19 20:33:52 main:574] : INFO : Epoch 886 | loss: 0.0311724 | val_loss: 0.0311942 | Time: 2786.74 ms [2021-01-19 20:33:55 main:574] : INFO : Epoch 887 | loss: 0.031173 | val_loss: 0.0311968 | Time: 3120.29 ms [2021-01-19 20:33:59 main:574] : INFO : Epoch 888 | loss: 0.0311753 | val_loss: 0.0311947 | Time: 3304.95 ms [2021-01-19 20:34:01 main:574] : INFO : Epoch 889 | loss: 0.0311765 | val_loss: 0.0311914 | Time: 2712.55 ms [2021-01-19 20:34:05 main:574] : INFO : Epoch 890 | loss: 0.0311719 | val_loss: 0.0311891 | Time: 2981.23 ms [2021-01-19 20:34:08 main:574] : INFO : Epoch 891 | loss: 0.0311698 | val_loss: 0.0311903 | Time: 2862.83 ms [2021-01-19 20:34:11 main:574] : INFO : Epoch 892 | loss: 0.0311699 | val_loss: 0.031188 | Time: 3288.97 ms [2021-01-19 20:34:14 main:574] : INFO : Epoch 893 | loss: 0.0311715 | val_loss: 0.0311885 | Time: 3056.61 ms [2021-01-19 20:34:18 main:574] : INFO : Epoch 894 | loss: 0.031171 | val_loss: 0.0311916 | Time: 3067.63 ms [2021-01-19 20:34:21 main:574] : INFO : Epoch 895 | loss: 0.0311695 | val_loss: 0.0311877 | Time: 3227.37 ms [2021-01-19 20:34:24 main:574] : INFO : Epoch 896 | loss: 0.0311713 | val_loss: 0.0311898 | Time: 3297.81 ms [2021-01-19 20:34:27 main:574] : INFO : Epoch 897 | loss: 0.0311727 | val_loss: 0.0311937 | Time: 2674.34 ms [2021-01-19 20:34:30 main:574] : INFO : Epoch 898 | loss: 0.0311726 | val_loss: 0.0311892 | Time: 2826.06 ms [2021-01-19 20:34:33 main:574] : INFO : Epoch 899 | loss: 0.03117 | val_loss: 0.0311879 | Time: 3012.75 ms [2021-01-19 20:34:36 main:574] : INFO : Epoch 900 | loss: 0.031176 | val_loss: 0.0312008 | Time: 2803.9 ms [2021-01-19 20:34:38 main:574] : INFO : Epoch 901 | loss: 0.0324567 | val_loss: 0.0325431 | Time: 2661.82 ms [2021-01-19 20:34:41 main:574] : INFO : Epoch 902 | loss: 0.039378 | val_loss: 0.0337557 | Time: 2652.69 ms [2021-01-19 20:34:44 main:574] : INFO : Epoch 903 | loss: 0.0324556 | val_loss: 0.0314037 | Time: 2552.03 ms [2021-01-19 20:34:46 main:574] : INFO : Epoch 904 | loss: 0.0313975 | val_loss: 0.0312956 | Time: 2718.41 ms [2021-01-19 20:34:49 main:574] : INFO : Epoch 905 | loss: 0.0312765 | val_loss: 0.0312569 | Time: 2715.72 ms [2021-01-19 20:34:52 main:574] : INFO : Epoch 906 | loss: 0.0312511 | val_loss: 0.0312466 | Time: 2564.72 ms [2021-01-19 20:34:54 main:574] : INFO : Epoch 907 | loss: 0.0312399 | val_loss: 0.031237 | Time: 2574.48 ms [2021-01-19 20:34:57 main:574] : INFO : Epoch 908 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 2535.46 ms [2021-01-19 20:35:00 main:574] : INFO : Epoch 909 | loss: 0.0312257 | val_loss: 0.0312251 | Time: 2618.22 ms [2021-01-19 20:35:02 main:574] : INFO : Epoch 910 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 2686.24 ms [2021-01-19 20:35:05 main:574] : INFO : Epoch 911 | loss: 0.0312173 | val_loss: 0.0312202 | Time: 2677.74 ms [2021-01-19 20:35:08 main:574] : INFO : Epoch 912 | loss: 0.0312147 | val_loss: 0.0312178 | Time: 2686.2 ms [2021-01-19 20:35:10 main:574] : INFO : Epoch 913 | loss: 0.0312123 | val_loss: 0.0312156 | Time: 2776.15 ms [2021-01-19 20:35:13 main:574] : INFO : Epoch 914 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 2738.79 ms [2021-01-19 20:35:16 main:574] : INFO : Epoch 915 | loss: 0.0312089 | val_loss: 0.0312136 | Time: 2889.76 ms [2021-01-19 20:35:19 main:574] : INFO : Epoch 916 | loss: 0.0312063 | val_loss: 0.0312105 | Time: 2870.8 ms [2021-01-19 20:35:22 main:574] : INFO : Epoch 917 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 2639.71 ms [2021-01-19 20:35:25 main:574] : INFO : Epoch 918 | loss: 0.0312034 | val_loss: 0.0312086 | Time: 2945.27 ms [2021-01-19 20:35:28 main:574] : INFO : Epoch 919 | loss: 0.0312029 | val_loss: 0.0312081 | Time: 3135.72 ms [2021-01-19 20:35:31 main:574] : INFO : Epoch 920 | loss: 0.031202 | val_loss: 0.0312077 | Time: 2663.32 ms [2021-01-19 20:35:34 main:574] : INFO : Epoch 921 | loss: 0.0312015 | val_loss: 0.0312073 | Time: 3133.27 ms [2021-01-19 20:35:37 main:574] : INFO : Epoch 922 | loss: 0.0312013 | val_loss: 0.031207 | Time: 3244.69 ms [2021-01-19 20:35:41 main:574] : INFO : Epoch 923 | loss: 0.031201 | val_loss: 0.0312073 | Time: 3210.9 ms [2021-01-19 20:35:44 main:574] : INFO : Epoch 924 | loss: 0.0312006 | val_loss: 0.0312063 | Time: 3679.67 ms [2021-01-19 20:35:47 main:574] : INFO : Epoch 925 | loss: 0.0311999 | val_loss: 0.031206 | Time: 2846 ms [2021-01-19 20:35:50 main:574] : INFO : Epoch 926 | loss: 0.0312002 | val_loss: 0.0312066 | Time: 2678.62 ms [2021-01-19 20:35:53 main:574] : INFO : Epoch 927 | loss: 0.0312012 | val_loss: 0.0312063 | Time: 2869.07 ms [2021-01-19 20:35:57 main:574] : INFO : Epoch 928 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 3601.75 ms [2021-01-19 20:35:59 main:574] : INFO : Epoch 929 | loss: 0.0312 | val_loss: 0.0312061 | Time: 2888.01 ms [2021-01-19 20:36:02 main:574] : INFO : Epoch 930 | loss: 0.0311997 | val_loss: 0.0312043 | Time: 2711.71 ms [2021-01-19 20:36:05 main:574] : INFO : Epoch 931 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 2923.6 ms [2021-01-19 20:36:09 main:574] : INFO : Epoch 932 | loss: 0.0311978 | val_loss: 0.0312058 | Time: 4129.63 ms [2021-01-19 20:36:13 main:574] : INFO : Epoch 933 | loss: 0.0311977 | val_loss: 0.0312052 | Time: 3166.55 ms [2021-01-19 20:36:15 main:574] : INFO : Epoch 934 | loss: 0.031198 | val_loss: 0.0312032 | Time: 2796.97 ms [2021-01-19 20:36:19 main:574] : INFO : Epoch 935 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 3098.94 ms [2021-01-19 20:36:23 main:574] : INFO : Epoch 936 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 3893.63 ms [2021-01-19 20:36:26 main:574] : INFO : Epoch 937 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 2997.65 ms [2021-01-19 20:36:29 main:574] : INFO : Epoch 938 | loss: 0.0311964 | val_loss: 0.0312035 | Time: 2993.32 ms [2021-01-19 20:36:31 main:574] : INFO : Epoch 939 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 2545.7 ms [2021-01-19 20:36:35 main:574] : INFO : Epoch 940 | loss: 0.0311953 | val_loss: 0.0312043 | Time: 3306.93 ms [2021-01-19 20:36:38 main:574] : INFO : Epoch 941 | loss: 0.0311951 | val_loss: 0.0312016 | Time: 3093.87 ms [2021-01-19 20:36:41 main:574] : INFO : Epoch 942 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 3000.63 ms [2021-01-19 20:36:43 main:574] : INFO : Epoch 943 | loss: 0.0311955 | val_loss: 0.0312047 | Time: 2563.2 ms [2021-01-19 20:36:46 main:574] : INFO : Epoch 944 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 2729.93 ms [2021-01-19 20:36:49 main:574] : INFO : Epoch 945 | loss: 0.0311938 | val_loss: 0.0311992 | Time: 2791.98 ms [2021-01-19 20:36:52 main:574] : INFO : Epoch 946 | loss: 0.0311952 | val_loss: 0.0311996 | Time: 3163.11 ms [2021-01-19 20:36:55 main:574] : INFO : Epoch 947 | loss: 0.0311952 | val_loss: 0.031202 | Time: 2897.14 ms [2021-01-19 20:36:58 main:574] : INFO : Epoch 948 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 2924.73 ms [2021-01-19 20:37:01 main:574] : INFO : Epoch 949 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 2658.37 ms [2021-01-19 20:37:05 main:574] : INFO : Epoch 950 | loss: 0.0311934 | val_loss: 0.0311986 | Time: 4533.96 ms [2021-01-19 20:37:08 main:574] : INFO : Epoch 951 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 2851.24 ms [2021-01-19 20:37:11 main:574] : INFO : Epoch 952 | loss: 0.0311925 | val_loss: 0.031202 | Time: 2719.58 ms [2021-01-19 20:37:14 main:574] : INFO : Epoch 953 | loss: 0.0311918 | val_loss: 0.0312069 | Time: 3002.09 ms [2021-01-19 20:37:18 main:574] : INFO : Epoch 954 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 3198.94 ms [2021-01-19 20:37:21 main:574] : INFO : Epoch 955 | loss: 0.0311899 | val_loss: 0.031195 | Time: 3131.04 ms [2021-01-19 20:37:24 main:574] : INFO : Epoch 956 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 2830.74 ms [2021-01-19 20:37:27 main:574] : INFO : Epoch 957 | loss: 0.0311857 | val_loss: 0.0311926 | Time: 2830.78 ms [2021-01-19 20:37:30 main:574] : INFO : Epoch 958 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 2889.92 ms [2021-01-19 20:37:33 main:574] : INFO : Epoch 959 | loss: 0.0311862 | val_loss: 0.0311921 | Time: 2913.48 ms [2021-01-19 20:37:35 main:574] : INFO : Epoch 960 | loss: 0.0311857 | val_loss: 0.031192 | Time: 2811.91 ms [2021-01-19 20:37:38 main:574] : INFO : Epoch 961 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 2733.86 ms [2021-01-19 20:37:41 main:574] : INFO : Epoch 962 | loss: 0.0311851 | val_loss: 0.0311948 | Time: 2745.65 ms [2021-01-19 20:37:44 main:574] : INFO : Epoch 963 | loss: 0.0311857 | val_loss: 0.031196 | Time: 2596.5 ms [2021-01-19 20:37:46 main:574] : INFO : Epoch 964 | loss: 0.0311864 | val_loss: 0.0311993 | Time: 2732.52 ms [2021-01-19 20:37:49 main:574] : INFO : Epoch 965 | loss: 0.0311841 | val_loss: 0.0311928 | Time: 2743.43 ms [2021-01-19 20:37:52 main:574] : INFO : Epoch 966 | loss: 0.0311841 | val_loss: 0.0311966 | Time: 2686.5 ms [2021-01-19 20:37:55 main:574] : INFO : Epoch 967 | loss: 0.0311868 | val_loss: 0.0311937 | Time: 2614.1 ms [2021-01-19 20:37:57 main:574] : INFO : Epoch 968 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2696.28 ms [2021-01-19 20:38:00 main:574] : INFO : Epoch 969 | loss: 0.0311853 | val_loss: 0.0311941 | Time: 2895.41 ms [2021-01-19 20:38:03 main:574] : INFO : Epoch 970 | loss: 0.031184 | val_loss: 0.0311928 | Time: 2898.55 ms [2021-01-19 20:38:06 main:574] : INFO : Epoch 971 | loss: 0.031184 | val_loss: 0.0311959 | Time: 2616.54 ms [2021-01-19 20:38:08 main:574] : INFO : Epoch 972 | loss: 0.0311865 | val_loss: 0.0311945 | Time: 2607.42 ms [2021-01-19 20:38:11 main:574] : INFO : Epoch 973 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 2754.12 ms [2021-01-19 20:38:14 main:574] : INFO : Epoch 974 | loss: 0.0311823 | val_loss: 0.0311926 | Time: 2739.26 ms [2021-01-19 20:38:17 main:574] : INFO : Epoch 975 | loss: 0.031183 | val_loss: 0.0311928 | Time: 2640.62 ms [2021-01-19 20:38:19 main:574] : INFO : Epoch 976 | loss: 0.031182 | val_loss: 0.0311922 | Time: 2586.59 ms [2021-01-19 20:38:22 main:574] : INFO : Epoch 977 | loss: 0.0311829 | val_loss: 0.0311936 | Time: 2770.87 ms [2021-01-19 20:38:25 main:574] : INFO : Epoch 978 | loss: 0.0311828 | val_loss: 0.031192 | Time: 2782.09 ms [2021-01-19 20:38:28 main:574] : INFO : Epoch 979 | loss: 0.0311838 | val_loss: 0.0311953 | Time: 2787.55 ms [2021-01-19 20:38:31 main:574] : INFO : Epoch 980 | loss: 0.031184 | val_loss: 0.0311915 | Time: 2681.47 ms [2021-01-19 20:38:33 main:574] : INFO : Epoch 981 | loss: 0.0311818 | val_loss: 0.0311917 | Time: 2755.26 ms [2021-01-19 20:38:36 main:574] : INFO : Epoch 982 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 2761.47 ms [2021-01-19 20:38:39 main:574] : INFO : Epoch 983 | loss: 0.0311818 | val_loss: 0.0311916 | Time: 2833.24 ms [2021-01-19 20:38:42 main:574] : INFO : Epoch 984 | loss: 0.031183 | val_loss: 0.0311917 | Time: 2877.09 ms [2021-01-19 20:38:45 main:574] : INFO : Epoch 985 | loss: 0.0311814 | val_loss: 0.0311921 | Time: 3015.02 ms [2021-01-19 20:38:48 main:574] : INFO : Epoch 986 | loss: 0.0311825 | val_loss: 0.0311933 | Time: 2921.84 ms [2021-01-19 20:38:51 main:574] : INFO : Epoch 987 | loss: 0.0311819 | val_loss: 0.0311949 | Time: 2926.93 ms [2021-01-19 20:38:54 main:574] : INFO : Epoch 988 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 2987.01 ms [2021-01-19 20:38:57 main:574] : INFO : Epoch 989 | loss: 0.031182 | val_loss: 0.0311982 | Time: 2702.43 ms [2021-01-19 20:38:59 main:574] : INFO : Epoch 990 | loss: 0.0311832 | val_loss: 0.0311976 | Time: 2685.32 ms [2021-01-19 20:39:03 main:574] : INFO : Epoch 991 | loss: 0.0311827 | val_loss: 0.031195 | Time: 3034.3 ms [2021-01-19 20:39:06 main:574] : INFO : Epoch 992 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 2987.52 ms [2021-01-19 20:39:09 main:574] : INFO : Epoch 993 | loss: 0.0311815 | val_loss: 0.0311917 | Time: 2798.95 ms [2021-01-19 20:39:12 main:574] : INFO : Epoch 994 | loss: 0.031185 | val_loss: 0.031192 | Time: 3103.35 ms [2021-01-19 20:39:15 main:574] : INFO : Epoch 995 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 3103.24 ms [2021-01-19 20:39:18 main:574] : INFO : Epoch 996 | loss: 0.0311814 | val_loss: 0.0311916 | Time: 3034.97 ms [2021-01-19 20:39:21 main:574] : INFO : Epoch 997 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 2624.3 ms [2021-01-19 20:39:25 main:574] : INFO : Epoch 998 | loss: 0.0311807 | val_loss: 0.0311957 | Time: 4616.64 ms [2021-01-19 20:39:28 main:574] : INFO : Epoch 999 | loss: 0.0311824 | val_loss: 0.0311949 | Time: 3023.41 ms [2021-01-19 20:39:32 main:574] : INFO : Epoch 1000 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 3012.84 ms [2021-01-19 20:39:34 main:574] : INFO : Epoch 1001 | loss: 0.0311805 | val_loss: 0.0311956 | Time: 2563.02 ms [2021-01-19 20:39:40 main:574] : INFO : Epoch 1002 | loss: 0.0311815 | val_loss: 0.0311915 | Time: 5245 ms [2021-01-19 20:39:44 main:574] : INFO : Epoch 1003 | loss: 0.0311801 | val_loss: 0.0311918 | Time: 3400.96 ms [2021-01-19 20:39:46 main:574] : INFO : Epoch 1004 | loss: 0.0311803 | val_loss: 0.0311912 | Time: 2767.65 ms [2021-01-19 20:39:49 main:574] : INFO : Epoch 1005 | loss: 0.0311809 | val_loss: 0.0311927 | Time: 2857.69 ms [2021-01-19 20:39:52 main:574] : INFO : Epoch 1006 | loss: 0.0311828 | val_loss: 0.0311961 | Time: 2938.27 ms [2021-01-19 20:39:55 main:574] : INFO : Epoch 1007 | loss: 0.0311806 | val_loss: 0.0311938 | Time: 3010.04 ms [2021-01-19 20:39:58 main:574] : INFO : Epoch 1008 | loss: 0.0311822 | val_loss: 0.0311948 | Time: 2761.29 ms [2021-01-19 20:40:01 main:574] : INFO : Epoch 1009 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 2723.01 ms [2021-01-19 20:40:04 main:574] : INFO : Epoch 1010 | loss: 0.0311814 | val_loss: 0.0311922 | Time: 2794.02 ms [2021-01-19 20:40:07 main:574] : INFO : Epoch 1011 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 2848.47 ms [2021-01-19 20:40:09 main:574] : INFO : Epoch 1012 | loss: 0.0311825 | val_loss: 0.031195 | Time: 2719.98 ms [2021-01-19 20:40:12 main:574] : INFO : Epoch 1013 | loss: 0.0311854 | val_loss: 0.0312031 | Time: 2875.09 ms [2021-01-19 20:40:15 main:574] : INFO : Epoch 1014 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 3030 ms [2021-01-19 20:40:18 main:574] : INFO : Epoch 1015 | loss: 0.0311847 | val_loss: 0.0311949 | Time: 2755.41 ms [2021-01-19 20:40:21 main:574] : INFO : Epoch 1016 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 2949.17 ms [2021-01-19 20:40:24 main:574] : INFO : Epoch 1017 | loss: 0.0311846 | val_loss: 0.0311941 | Time: 2698.77 ms [2021-01-19 20:40:27 main:574] : INFO : Epoch 1018 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 2977.54 ms [2021-01-19 20:40:30 main:574] : INFO : Epoch 1019 | loss: 0.031184 | val_loss: 0.0311986 | Time: 2840.78 ms [2021-01-19 20:40:33 main:574] : INFO : Epoch 1020 | loss: 0.0311854 | val_loss: 0.0311954 | Time: 3083.42 ms [2021-01-19 20:40:37 main:574] : INFO : Epoch 1021 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 3311.12 ms [2021-01-19 20:40:40 main:574] : INFO : Epoch 1022 | loss: 0.0311832 | val_loss: 0.0311933 | Time: 3160.38 ms [2021-01-19 20:40:43 main:574] : INFO : Epoch 1023 | loss: 0.0311835 | val_loss: 0.0311918 | Time: 2912.65 ms [2021-01-19 20:40:46 main:574] : INFO : Epoch 1024 | loss: 0.0311876 | val_loss: 0.0311947 | Time: 3036.41 ms [2021-01-19 20:40:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311947 [2021-01-19 20:40:46 main:603] : INFO : Saving end state to config to file [2021-01-19 20:40:46 main:608] : INFO : Success, exiting.. 20:40:46 (28456): 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)