Task 3747053
| Name | ParityMachine-1606531268-22920-10_1 |
| Workunit | 1841721 |
| Created | 21 Jan 2021, 2:38:56 UTC |
| Sent | 21 Jan 2021, 3:20:54 UTC |
| Report deadline | 28 Jan 2021, 3:20:54 UTC |
| Received | 21 Jan 2021, 5:41:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 44 min 45 sec |
| CPU time | 40 min 7 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> val_loss: 0.0312764 | Time: 2796.91 ms [2021-01-21 06:17:34 main:574] : INFO : Epoch 515 | loss: 0.0312746 | val_loss: 0.0312713 | Time: 2706.58 ms [2021-01-21 06:17:37 main:574] : INFO : Epoch 516 | loss: 0.0312698 | val_loss: 0.0312672 | Time: 2563.88 ms [2021-01-21 06:17:40 main:574] : INFO : Epoch 517 | loss: 0.0312658 | val_loss: 0.0312634 | Time: 2713.83 ms [2021-01-21 06:17:42 main:574] : INFO : Epoch 518 | loss: 0.0312622 | val_loss: 0.031261 | Time: 2700.85 ms [2021-01-21 06:17:45 main:574] : INFO : Epoch 519 | loss: 0.0312594 | val_loss: 0.0312576 | Time: 2710.03 ms [2021-01-21 06:17:48 main:574] : INFO : Epoch 520 | loss: 0.0312566 | val_loss: 0.0312552 | Time: 2698.79 ms [2021-01-21 06:17:51 main:574] : INFO : Epoch 521 | loss: 0.0312542 | val_loss: 0.0312535 | Time: 2862.45 ms [2021-01-21 06:17:53 main:574] : INFO : Epoch 522 | loss: 0.0312524 | val_loss: 0.031251 | Time: 2797.68 ms [2021-01-21 06:17:56 main:574] : INFO : Epoch 523 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2783.67 ms [2021-01-21 06:17:59 main:574] : INFO : Epoch 524 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 2627.39 ms [2021-01-21 06:18:02 main:574] : INFO : Epoch 525 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2891.71 ms [2021-01-21 06:18:05 main:574] : INFO : Epoch 526 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2803.09 ms [2021-01-21 06:18:07 main:574] : INFO : Epoch 527 | loss: 0.031244 | val_loss: 0.031243 | Time: 2677.97 ms [2021-01-21 06:18:10 main:574] : INFO : Epoch 528 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 2683.14 ms [2021-01-21 06:18:13 main:574] : INFO : Epoch 529 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 2844.91 ms [2021-01-21 06:18:16 main:574] : INFO : Epoch 530 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 2680.67 ms [2021-01-21 06:18:18 main:574] : INFO : Epoch 531 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 2699.97 ms [2021-01-21 06:18:21 main:574] : INFO : Epoch 532 | loss: 0.0312345 | val_loss: 0.0312338 | Time: 2720.97 ms [2021-01-21 06:18:24 main:574] : INFO : Epoch 533 | loss: 0.0312323 | val_loss: 0.0312313 | Time: 2695.98 ms [2021-01-21 06:18:26 main:574] : INFO : Epoch 534 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 2718.57 ms [2021-01-21 06:18:29 main:574] : INFO : Epoch 535 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 2822.36 ms [2021-01-21 06:18:32 main:574] : INFO : Epoch 536 | loss: 0.0312241 | val_loss: 0.0312227 | Time: 2856.26 ms [2021-01-21 06:18:35 main:574] : INFO : Epoch 537 | loss: 0.0312206 | val_loss: 0.0312194 | Time: 2713.68 ms [2021-01-21 06:18:38 main:574] : INFO : Epoch 538 | loss: 0.0312164 | val_loss: 0.0312144 | Time: 2761.75 ms [2021-01-21 06:18:41 main:574] : INFO : Epoch 539 | loss: 0.0312114 | val_loss: 0.0312101 | Time: 2774.17 ms [2021-01-21 06:18:43 main:574] : INFO : Epoch 540 | loss: 0.031208 | val_loss: 0.0312076 | Time: 2704 ms [2021-01-21 06:18:46 main:574] : INFO : Epoch 541 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 2650.41 ms [2021-01-21 06:18:49 main:574] : INFO : Epoch 542 | loss: 0.0312041 | val_loss: 0.0312047 | Time: 2845.97 ms [2021-01-21 06:18:52 main:574] : INFO : Epoch 543 | loss: 0.031203 | val_loss: 0.0312038 | Time: 2798.87 ms [2021-01-21 06:18:54 main:574] : INFO : Epoch 544 | loss: 0.0312019 | val_loss: 0.031203 | Time: 2715.17 ms [2021-01-21 06:18:57 main:574] : INFO : Epoch 545 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 2588.36 ms [2021-01-21 06:19:00 main:574] : INFO : Epoch 546 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 2776.08 ms [2021-01-21 06:19:02 main:574] : INFO : Epoch 547 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 2675.07 ms [2021-01-21 06:19:05 main:574] : INFO : Epoch 548 | loss: 0.0311991 | val_loss: 0.0312005 | Time: 2887.37 ms [2021-01-21 06:19:08 main:574] : INFO : Epoch 549 | loss: 0.031199 | val_loss: 0.0312005 | Time: 2828.43 ms [2021-01-21 06:19:11 main:574] : INFO : Epoch 550 | loss: 0.0311986 | val_loss: 0.0312003 | Time: 2703.43 ms [2021-01-21 06:19:14 main:574] : INFO : Epoch 551 | loss: 0.0311986 | val_loss: 0.0312005 | Time: 3457.67 ms [2021-01-21 06:19:17 main:574] : INFO : Epoch 552 | loss: 0.031198 | val_loss: 0.0312001 | Time: 2719.02 ms [2021-01-21 06:19:20 main:574] : INFO : Epoch 553 | loss: 0.0311983 | val_loss: 0.0312005 | Time: 2656.36 ms [2021-01-21 06:19:23 main:574] : INFO : Epoch 554 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 2689.53 ms [2021-01-21 06:19:25 main:574] : INFO : Epoch 555 | loss: 0.031197 | val_loss: 0.0312003 | Time: 2737.13 ms [2021-01-21 06:19:28 main:574] : INFO : Epoch 556 | loss: 0.0311973 | val_loss: 0.031199 | Time: 2763.16 ms [2021-01-21 06:19:31 main:574] : INFO : Epoch 557 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 2598.1 ms [2021-01-21 06:19:33 main:574] : INFO : Epoch 558 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 2768.61 ms [2021-01-21 06:19:36 main:574] : INFO : Epoch 559 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2621.43 ms [2021-01-21 06:19:39 main:574] : INFO : Epoch 560 | loss: 0.031195 | val_loss: 0.0311971 | Time: 2646.22 ms [2021-01-21 06:19:43 main:574] : INFO : Epoch 561 | loss: 0.0311944 | val_loss: 0.0311965 | Time: 3722.62 ms [2021-01-21 06:19:45 main:574] : INFO : Epoch 562 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 2901.8 ms [2021-01-21 06:19:49 main:574] : INFO : Epoch 563 | loss: 0.0311931 | val_loss: 0.031195 | Time: 3413.87 ms [2021-01-21 06:19:52 main:574] : INFO : Epoch 564 | loss: 0.0311926 | val_loss: 0.0311949 | Time: 3562.98 ms [2021-01-21 06:19:55 main:574] : INFO : Epoch 565 | loss: 0.0311921 | val_loss: 0.0311944 | Time: 2830.73 ms [2021-01-21 06:19:58 main:574] : INFO : Epoch 566 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 2794.43 ms [2021-01-21 06:20:01 main:574] : INFO : Epoch 567 | loss: 0.031191 | val_loss: 0.0311937 | Time: 2778.2 ms [2021-01-21 06:20:04 main:574] : INFO : Epoch 568 | loss: 0.031191 | val_loss: 0.0311934 | Time: 2701.39 ms [2021-01-21 06:20:07 main:574] : INFO : Epoch 569 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 2838.75 ms [2021-01-21 06:20:09 main:574] : INFO : Epoch 570 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 2700.55 ms [2021-01-21 06:20:12 main:574] : INFO : Epoch 571 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 2612.69 ms [2021-01-21 06:20:15 main:574] : INFO : Epoch 572 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 2745.01 ms [2021-01-21 06:20:17 main:574] : INFO : Epoch 573 | loss: 0.031188 | val_loss: 0.0311897 | Time: 2728.75 ms [2021-01-21 06:20:20 main:574] : INFO : Epoch 574 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 2814.5 ms [2021-01-21 06:20:23 main:574] : INFO : Epoch 575 | loss: 0.0311866 | val_loss: 0.0311886 | Time: 2640.01 ms [2021-01-21 06:20:26 main:574] : INFO : Epoch 576 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 2794.02 ms [2021-01-21 06:20:28 main:574] : INFO : Epoch 577 | loss: 0.031186 | val_loss: 0.0311867 | Time: 2621.55 ms [2021-01-21 06:20:31 main:574] : INFO : Epoch 578 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 2576.31 ms [2021-01-21 06:20:34 main:574] : INFO : Epoch 579 | loss: 0.031185 | val_loss: 0.0311865 | Time: 2788.59 ms [2021-01-21 06:20:36 main:574] : INFO : Epoch 580 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 2643.17 ms [2021-01-21 06:20:39 main:574] : INFO : Epoch 581 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 2692.37 ms [2021-01-21 06:20:42 main:574] : INFO : Epoch 582 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 2689.8 ms [2021-01-21 06:20:45 main:574] : INFO : Epoch 583 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 2711.95 ms [2021-01-21 06:20:47 main:574] : INFO : Epoch 584 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2687.18 ms [2021-01-21 06:20:50 main:574] : INFO : Epoch 585 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 2697.2 ms [2021-01-21 06:20:53 main:574] : INFO : Epoch 586 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 2697.66 ms [2021-01-21 06:20:56 main:574] : INFO : Epoch 587 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 2810.11 ms [2021-01-21 06:20:58 main:574] : INFO : Epoch 588 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 2744.49 ms [2021-01-21 06:21:01 main:574] : INFO : Epoch 589 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2837.12 ms [2021-01-21 06:21:04 main:574] : INFO : Epoch 590 | loss: 0.0311829 | val_loss: 0.0311833 | Time: 2592.51 ms [2021-01-21 06:21:07 main:574] : INFO : Epoch 591 | loss: 0.0311833 | val_loss: 0.0311837 | Time: 2715.75 ms [2021-01-21 06:21:09 main:574] : INFO : Epoch 592 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 2740.04 ms [2021-01-21 06:21:12 main:574] : INFO : Epoch 593 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 2634.04 ms [2021-01-21 06:21:15 main:574] : INFO : Epoch 594 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 2845.8 ms [2021-01-21 06:21:18 main:574] : INFO : Epoch 595 | loss: 0.0311826 | val_loss: 0.0311831 | Time: 2738.43 ms [2021-01-21 06:21:20 main:574] : INFO : Epoch 596 | loss: 0.031182 | val_loss: 0.0311834 | Time: 2697.74 ms [2021-01-21 06:21:23 main:574] : INFO : Epoch 597 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 2760.42 ms [2021-01-21 06:21:26 main:574] : INFO : Epoch 598 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 2708.54 ms [2021-01-21 06:21:29 main:574] : INFO : Epoch 599 | loss: 0.0311823 | val_loss: 0.0311829 | Time: 2726.8 ms [2021-01-21 06:21:31 main:574] : INFO : Epoch 600 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 2786.61 ms [2021-01-21 06:21:34 main:574] : INFO : Epoch 601 | loss: 0.0311816 | val_loss: 0.031183 | Time: 3039.87 ms [2021-01-21 06:21:37 main:574] : INFO : Epoch 602 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 2753.93 ms [2021-01-21 06:21:40 main:574] : INFO : Epoch 603 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 2720.08 ms [2021-01-21 06:21:43 main:574] : INFO : Epoch 604 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 2786.08 ms [2021-01-21 06:21:45 main:574] : INFO : Epoch 605 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 2621.43 ms [2021-01-21 06:21:48 main:574] : INFO : Epoch 606 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2900.54 ms [2021-01-21 06:21:51 main:574] : INFO : Epoch 607 | loss: 0.0311803 | val_loss: 0.0311827 | Time: 2674.99 ms [2021-01-21 06:21:54 main:574] : INFO : Epoch 608 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 2721.04 ms [2021-01-21 06:21:57 main:574] : INFO : Epoch 609 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 2761.97 ms [2021-01-21 06:21:59 main:574] : INFO : Epoch 610 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 2709.74 ms [2021-01-21 06:22:02 main:574] : INFO : Epoch 611 | loss: 0.0311793 | val_loss: 0.031183 | Time: 2808.12 ms [2021-01-21 06:22:05 main:574] : INFO : Epoch 612 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 2776.16 ms [2021-01-21 06:22:08 main:574] : INFO : Epoch 613 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 2800 ms [2021-01-21 06:22:11 main:574] : INFO : Epoch 614 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 2728.53 ms [2021-01-21 06:22:13 main:574] : INFO : Epoch 615 | loss: 0.0311788 | val_loss: 0.031183 | Time: 2732.53 ms [2021-01-21 06:22:16 main:574] : INFO : Epoch 616 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 2669.59 ms [2021-01-21 06:22:19 main:574] : INFO : Epoch 617 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 2711.95 ms [2021-01-21 06:22:21 main:574] : INFO : Epoch 618 | loss: 0.031179 | val_loss: 0.0311824 | Time: 2717.59 ms [2021-01-21 06:22:24 main:574] : INFO : Epoch 619 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 2724.91 ms [2021-01-21 06:22:27 main:574] : INFO : Epoch 620 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 2815.95 ms [2021-01-21 06:22:30 main:574] : INFO : Epoch 621 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 2684.2 ms [2021-01-21 06:22:32 main:574] : INFO : Epoch 622 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2764.89 ms [2021-01-21 06:22:35 main:574] : INFO : Epoch 623 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 2840.53 ms [2021-01-21 06:22:38 main:574] : INFO : Epoch 624 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2567.66 ms [2021-01-21 06:22:41 main:574] : INFO : Epoch 625 | loss: 0.0311786 | val_loss: 0.0311848 | Time: 2770.02 ms [2021-01-21 06:22:43 main:574] : INFO : Epoch 626 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2702.67 ms [2021-01-21 06:22:46 main:574] : INFO : Epoch 627 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2718.19 ms [2021-01-21 06:22:49 main:574] : INFO : Epoch 628 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 2690.19 ms [2021-01-21 06:22:52 main:574] : INFO : Epoch 629 | loss: 0.0311782 | val_loss: 0.031182 | Time: 2736.94 ms [2021-01-21 06:22:54 main:574] : INFO : Epoch 630 | loss: 0.0311779 | val_loss: 0.031182 | Time: 2780.8 ms [2021-01-21 06:22:57 main:574] : INFO : Epoch 631 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 2654.42 ms [2021-01-21 06:23:00 main:574] : INFO : Epoch 632 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2688.77 ms [2021-01-21 06:23:03 main:574] : INFO : Epoch 633 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 2799.33 ms [2021-01-21 06:23:06 main:574] : INFO : Epoch 634 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 2897.33 ms [2021-01-21 06:23:08 main:574] : INFO : Epoch 635 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 2767.48 ms [2021-01-21 06:23:11 main:574] : INFO : Epoch 636 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 2772.58 ms [2021-01-21 06:23:14 main:574] : INFO : Epoch 637 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 3049 ms [2021-01-21 06:23:17 main:574] : INFO : Epoch 638 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2543.48 ms [2021-01-21 06:23:19 main:574] : INFO : Epoch 639 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 2683.92 ms [2021-01-21 06:23:22 main:574] : INFO : Epoch 640 | loss: 0.0311766 | val_loss: 0.0311844 | Time: 2639.45 ms [2021-01-21 06:23:25 main:574] : INFO : Epoch 641 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 2678.63 ms [2021-01-21 06:23:28 main:574] : INFO : Epoch 642 | loss: 0.031177 | val_loss: 0.031182 | Time: 2779.77 ms [2021-01-21 06:23:30 main:574] : INFO : Epoch 643 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 2630.62 ms [2021-01-21 06:23:33 main:574] : INFO : Epoch 644 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 2635.1 ms [2021-01-21 06:23:36 main:574] : INFO : Epoch 645 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 2753.28 ms [2021-01-21 06:23:39 main:574] : INFO : Epoch 646 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 2751.76 ms [2021-01-21 06:23:41 main:574] : INFO : Epoch 647 | loss: 0.0311767 | val_loss: 0.031184 | Time: 2688.78 ms [2021-01-21 06:23:44 main:574] : INFO : Epoch 648 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2611.48 ms [2021-01-21 06:23:47 main:574] : INFO : Epoch 649 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 2792.64 ms [2021-01-21 06:23:49 main:574] : INFO : Epoch 650 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 2684.7 ms [2021-01-21 06:23:52 main:574] : INFO : Epoch 651 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 2590.04 ms [2021-01-21 06:23:55 main:574] : INFO : Epoch 652 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2681.03 ms [2021-01-21 06:23:57 main:574] : INFO : Epoch 653 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 2690.49 ms [2021-01-21 06:24:00 main:574] : INFO : Epoch 654 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 2747.69 ms [2021-01-21 06:24:03 main:574] : INFO : Epoch 655 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2623.95 ms [2021-01-21 06:24:06 main:574] : INFO : Epoch 656 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2726.77 ms [2021-01-21 06:24:08 main:574] : INFO : Epoch 657 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 2681.75 ms [2021-01-21 06:24:11 main:574] : INFO : Epoch 658 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 2659.68 ms [2021-01-21 06:24:14 main:574] : INFO : Epoch 659 | loss: 0.031176 | val_loss: 0.0311808 | Time: 2647.18 ms [2021-01-21 06:24:16 main:574] : INFO : Epoch 660 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2705.23 ms [2021-01-21 06:24:19 main:574] : INFO : Epoch 661 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 2645.07 ms [2021-01-21 06:24:22 main:574] : INFO : Epoch 662 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2686.01 ms [2021-01-21 06:24:24 main:574] : INFO : Epoch 663 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2580.69 ms [2021-01-21 06:24:27 main:574] : INFO : Epoch 664 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 2611.02 ms [2021-01-21 06:24:30 main:574] : INFO : Epoch 665 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2677.86 ms [2021-01-21 06:24:32 main:574] : INFO : Epoch 666 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 2720.51 ms [2021-01-21 06:24:35 main:574] : INFO : Epoch 667 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2573.56 ms [2021-01-21 06:24:38 main:574] : INFO : Epoch 668 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 2802.39 ms [2021-01-21 06:24:40 main:574] : INFO : Epoch 669 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 2722.97 ms [2021-01-21 06:24:43 main:574] : INFO : Epoch 670 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2946.51 ms [2021-01-21 06:24:46 main:574] : INFO : Epoch 671 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 2596.49 ms [2021-01-21 06:24:49 main:574] : INFO : Epoch 672 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2654.66 ms [2021-01-21 06:24:51 main:574] : INFO : Epoch 673 | loss: 0.0311756 | val_loss: 0.03118 | Time: 2687.2 ms [2021-01-21 06:24:54 main:574] : INFO : Epoch 674 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 2696.83 ms [2021-01-21 06:24:57 main:574] : INFO : Epoch 675 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2632.76 ms [2021-01-21 06:25:00 main:574] : INFO : Epoch 676 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2790.71 ms [2021-01-21 06:25:02 main:574] : INFO : Epoch 677 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 2745.81 ms [2021-01-21 06:25:05 main:574] : INFO : Epoch 678 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 2763.2 ms [2021-01-21 06:25:08 main:574] : INFO : Epoch 679 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 2563.36 ms [2021-01-21 06:25:11 main:574] : INFO : Epoch 680 | loss: 0.031176 | val_loss: 0.031181 | Time: 2847.45 ms [2021-01-21 06:25:13 main:574] : INFO : Epoch 681 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2708.65 ms [2021-01-21 06:25:16 main:574] : INFO : Epoch 682 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2594.02 ms [2021-01-21 06:25:19 main:574] : INFO : Epoch 683 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 2785.88 ms [2021-01-21 06:25:22 main:574] : INFO : Epoch 684 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 2831.89 ms [2021-01-21 06:25:25 main:574] : INFO : Epoch 685 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 3176.36 ms [2021-01-21 06:25:28 main:574] : INFO : Epoch 686 | loss: 0.0311795 | val_loss: 0.0311859 | Time: 2900.6 ms [2021-01-21 06:25:31 main:574] : INFO : Epoch 687 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 2893.43 ms [2021-01-21 06:25:33 main:574] : INFO : Epoch 688 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 2739.25 ms [2021-01-21 06:25:36 main:574] : INFO : Epoch 689 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 2781.75 ms [2021-01-21 06:25:39 main:574] : INFO : Epoch 690 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 2653.43 ms [2021-01-21 06:25:42 main:574] : INFO : Epoch 691 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 2673.87 ms [2021-01-21 06:25:44 main:574] : INFO : Epoch 692 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2668.92 ms [2021-01-21 06:25:47 main:574] : INFO : Epoch 693 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 2658.5 ms [2021-01-21 06:25:50 main:574] : INFO : Epoch 694 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 2636.65 ms [2021-01-21 06:25:53 main:574] : INFO : Epoch 695 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 2756.91 ms [2021-01-21 06:25:55 main:574] : INFO : Epoch 696 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 2759.75 ms [2021-01-21 06:25:58 main:574] : INFO : Epoch 697 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 2799.69 ms [2021-01-21 06:26:01 main:574] : INFO : Epoch 698 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 2716.05 ms [2021-01-21 06:26:04 main:574] : INFO : Epoch 699 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 2808.56 ms [2021-01-21 06:26:06 main:574] : INFO : Epoch 700 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 2748.7 ms [2021-01-21 06:26:09 main:574] : INFO : Epoch 701 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 2796.87 ms [2021-01-21 06:26:12 main:574] : INFO : Epoch 702 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2656.22 ms [2021-01-21 06:26:15 main:574] : INFO : Epoch 703 | loss: 0.0311859 | val_loss: 0.031187 | Time: 2721.36 ms [2021-01-21 06:26:17 main:574] : INFO : Epoch 704 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 2728.15 ms [2021-01-21 06:26:20 main:574] : INFO : Epoch 705 | loss: 0.0311859 | val_loss: 0.0311863 | Time: 2756.04 ms [2021-01-21 06:26:23 main:574] : INFO : Epoch 706 | loss: 0.0311854 | val_loss: 0.031185 | Time: 2625.1 ms [2021-01-21 06:26:26 main:574] : INFO : Epoch 707 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2763.11 ms [2021-01-21 06:26:28 main:574] : INFO : Epoch 708 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 2780.67 ms [2021-01-21 06:26:31 main:574] : INFO : Epoch 709 | loss: 0.0311858 | val_loss: 0.0311884 | Time: 2735.38 ms [2021-01-21 06:26:34 main:574] : INFO : Epoch 710 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 2715.63 ms [2021-01-21 06:26:37 main:574] : INFO : Epoch 711 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 2755.99 ms [2021-01-21 06:26:40 main:574] : INFO : Epoch 712 | loss: 0.031185 | val_loss: 0.0311875 | Time: 2844.85 ms [2021-01-21 06:26:42 main:574] : INFO : Epoch 713 | loss: 0.0311857 | val_loss: 0.0311878 | Time: 2738.56 ms [2021-01-21 06:26:45 main:574] : INFO : Epoch 714 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 2744.99 ms [2021-01-21 06:26:48 main:574] : INFO : Epoch 715 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 2652.85 ms [2021-01-21 06:26:51 main:574] : INFO : Epoch 716 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 2739.18 ms [2021-01-21 06:26:53 main:574] : INFO : Epoch 717 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 2780.27 ms [2021-01-21 06:26:56 main:574] : INFO : Epoch 718 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 2779.53 ms [2021-01-21 06:26:59 main:574] : INFO : Epoch 719 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 2707.54 ms [2021-01-21 06:27:02 main:574] : INFO : Epoch 720 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 2793.75 ms [2021-01-21 06:27:04 main:574] : INFO : Epoch 721 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 2739.18 ms [2021-01-21 06:27:07 main:574] : INFO : Epoch 722 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 2670.84 ms [2021-01-21 06:27:10 main:574] : INFO : Epoch 723 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 2625.72 ms [2021-01-21 06:27:13 main:574] : INFO : Epoch 724 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 2788.04 ms [2021-01-21 06:27:15 main:574] : INFO : Epoch 725 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 2794.73 ms [2021-01-21 06:27:18 main:574] : INFO : Epoch 726 | loss: 0.0311826 | val_loss: 0.031184 | Time: 2712.1 ms [2021-01-21 06:27:21 main:574] : INFO : Epoch 727 | loss: 0.031181 | val_loss: 0.0311844 | Time: 2951.44 ms [2021-01-21 06:27:24 main:574] : INFO : Epoch 728 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 2619.74 ms [2021-01-21 06:27:27 main:574] : INFO : Epoch 729 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 2788.01 ms [2021-01-21 06:27:29 main:574] : INFO : Epoch 730 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 2782.54 ms [2021-01-21 06:27:32 main:574] : INFO : Epoch 731 | loss: 0.0311807 | val_loss: 0.031184 | Time: 2740.89 ms [2021-01-21 06:27:35 main:574] : INFO : Epoch 732 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 2700.29 ms [2021-01-21 06:27:38 main:574] : INFO : Epoch 733 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2798.13 ms [2021-01-21 06:27:40 main:574] : INFO : Epoch 734 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 2681.51 ms [2021-01-21 06:27:43 main:574] : INFO : Epoch 735 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 2731.84 ms [2021-01-21 06:27:46 main:574] : INFO : Epoch 736 | loss: 0.0311806 | val_loss: 0.0311843 | Time: 2640.98 ms [2021-01-21 06:27:49 main:574] : INFO : Epoch 737 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 2799.31 ms [2021-01-21 06:27:51 main:574] : INFO : Epoch 738 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 2675.33 ms [2021-01-21 06:27:54 main:574] : INFO : Epoch 739 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 2793.97 ms [2021-01-21 06:27:57 main:574] : INFO : Epoch 740 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 2752.49 ms [2021-01-21 06:28:00 main:574] : INFO : Epoch 741 | loss: 0.0311804 | val_loss: 0.0311829 | Time: 2772.55 ms [2021-01-21 06:28:02 main:574] : INFO : Epoch 742 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 2699.53 ms [2021-01-21 06:28:05 main:574] : INFO : Epoch 743 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 2676.88 ms [2021-01-21 06:28:08 main:574] : INFO : Epoch 744 | loss: 0.0311793 | val_loss: 0.031183 | Time: 2631.92 ms [2021-01-21 06:28:11 main:574] : INFO : Epoch 745 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 2746.87 ms [2021-01-21 06:28:13 main:574] : INFO : Epoch 746 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2715.3 ms [2021-01-21 06:28:16 main:574] : INFO : Epoch 747 | loss: 0.0311785 | val_loss: 0.031181 | Time: 2631.43 ms [2021-01-21 06:28:19 main:574] : INFO : Epoch 748 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 2720.33 ms [2021-01-21 06:28:21 main:574] : INFO : Epoch 749 | loss: 0.0311782 | val_loss: 0.031187 | Time: 2719.53 ms [2021-01-21 06:28:24 main:574] : INFO : Epoch 750 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 2712.69 ms [2021-01-21 06:28:27 main:574] : INFO : Epoch 751 | loss: 0.0311831 | val_loss: 0.0311935 | Time: 2620.33 ms [2021-01-21 06:28:29 main:574] : INFO : Epoch 752 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 2679.66 ms [2021-01-21 06:28:32 main:574] : INFO : Epoch 753 | loss: 0.031186 | val_loss: 0.0311865 | Time: 2810.53 ms [2021-01-21 06:28:35 main:574] : INFO : Epoch 754 | loss: 0.0311831 | val_loss: 0.0311876 | Time: 2632.05 ms [2021-01-21 06:28:38 main:574] : INFO : Epoch 755 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 2701.84 ms [2021-01-21 06:28:40 main:574] : INFO : Epoch 756 | loss: 0.0311815 | val_loss: 0.031185 | Time: 2699.57 ms [2021-01-21 06:28:43 main:574] : INFO : Epoch 757 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 2554.31 ms [2021-01-21 06:28:46 main:574] : INFO : Epoch 758 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2611.97 ms [2021-01-21 06:28:48 main:574] : INFO : Epoch 759 | loss: 0.03118 | val_loss: 0.0311808 | Time: 2854.78 ms [2021-01-21 06:28:51 main:574] : INFO : Epoch 760 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 2651.45 ms [2021-01-21 06:28:54 main:574] : INFO : Epoch 761 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2532.28 ms [2021-01-21 06:28:56 main:574] : INFO : Epoch 762 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 2757.74 ms [2021-01-21 06:28:59 main:574] : INFO : Epoch 763 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2747.99 ms [2021-01-21 06:29:02 main:574] : INFO : Epoch 764 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 2718.88 ms [2021-01-21 06:29:05 main:574] : INFO : Epoch 765 | loss: 0.0311781 | val_loss: 0.031181 | Time: 2729.51 ms [2021-01-21 06:29:08 main:574] : INFO : Epoch 766 | loss: 0.0311811 | val_loss: 0.0311813 | Time: 2800.38 ms [2021-01-21 06:29:10 main:574] : INFO : Epoch 767 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 2804.32 ms [2021-01-21 06:29:13 main:574] : INFO : Epoch 768 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 2608.78 ms [2021-01-21 06:29:16 main:574] : INFO : Epoch 769 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2838.97 ms [2021-01-21 06:29:19 main:574] : INFO : Epoch 770 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 2761.83 ms [2021-01-21 06:29:21 main:574] : INFO : Epoch 771 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 2724.5 ms [2021-01-21 06:29:24 main:574] : INFO : Epoch 772 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 2714.12 ms [2021-01-21 06:29:27 main:574] : INFO : Epoch 773 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 2777.37 ms [2021-01-21 06:29:30 main:574] : INFO : Epoch 774 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 2730.43 ms [2021-01-21 06:29:32 main:574] : INFO : Epoch 775 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2766.64 ms [2021-01-21 06:29:35 main:574] : INFO : Epoch 776 | loss: 0.0311765 | val_loss: 0.031179 | Time: 2679.09 ms [2021-01-21 06:29:38 main:574] : INFO : Epoch 777 | loss: 0.0311778 | val_loss: 0.031179 | Time: 2696.74 ms [2021-01-21 06:29:41 main:574] : INFO : Epoch 778 | loss: 0.0311783 | val_loss: 0.031179 | Time: 2680.07 ms [2021-01-21 06:29:44 main:574] : INFO : Epoch 779 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 3053.19 ms [2021-01-21 06:29:46 main:574] : INFO : Epoch 780 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 2694.79 ms [2021-01-21 06:29:49 main:574] : INFO : Epoch 781 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 2794.28 ms [2021-01-21 06:29:52 main:574] : INFO : Epoch 782 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 2717.11 ms [2021-01-21 06:29:55 main:574] : INFO : Epoch 783 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 2709.05 ms [2021-01-21 06:29:58 main:574] : INFO : Epoch 784 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 2884.37 ms [2021-01-21 06:30:00 main:574] : INFO : Epoch 785 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2836.32 ms [2021-01-21 06:30:03 main:574] : INFO : Epoch 786 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 2634.16 ms [2021-01-21 06:30:06 main:574] : INFO : Epoch 787 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2736.64 ms [2021-01-21 06:30:09 main:574] : INFO : Epoch 788 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 2919.12 ms [2021-01-21 06:30:12 main:574] : INFO : Epoch 789 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 2742.86 ms [2021-01-21 06:30:14 main:574] : INFO : Epoch 790 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 2776.86 ms [2021-01-21 06:30:17 main:574] : INFO : Epoch 791 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 2680.48 ms [2021-01-21 06:30:20 main:574] : INFO : Epoch 792 | loss: 0.0311759 | val_loss: 0.0311876 | Time: 2642.26 ms [2021-01-21 06:30:23 main:574] : INFO : Epoch 793 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2908.87 ms [2021-01-21 06:30:25 main:574] : INFO : Epoch 794 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 2695.39 ms [2021-01-21 06:30:28 main:574] : INFO : Epoch 795 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2745.11 ms [2021-01-21 06:30:31 main:574] : INFO : Epoch 796 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 2639.45 ms [2021-01-21 06:30:34 main:574] : INFO : Epoch 797 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 2735.52 ms [2021-01-21 06:30:36 main:574] : INFO : Epoch 798 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 2826.07 ms [2021-01-21 06:30:39 main:574] : INFO : Epoch 799 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 2600.83 ms [2021-01-21 06:30:42 main:574] : INFO : Epoch 800 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 2790.67 ms [2021-01-21 06:30:45 main:574] : INFO : Epoch 801 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 2735.18 ms [2021-01-21 06:30:47 main:574] : INFO : Epoch 802 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2755.24 ms [2021-01-21 06:30:50 main:574] : INFO : Epoch 803 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 2678.42 ms [2021-01-21 06:30:53 main:574] : INFO : Epoch 804 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2898.39 ms [2021-01-21 06:30:56 main:574] : INFO : Epoch 805 | loss: 0.0311787 | val_loss: 0.0311937 | Time: 2735.77 ms [2021-01-21 06:30:59 main:574] : INFO : Epoch 806 | loss: 0.0311829 | val_loss: 0.0311791 | Time: 2742.68 ms [2021-01-21 06:31:01 main:574] : INFO : Epoch 807 | loss: 0.0311852 | val_loss: 0.0311947 | Time: 2703.34 ms [2021-01-21 06:31:04 main:574] : INFO : Epoch 808 | loss: 0.0311918 | val_loss: 0.0311992 | Time: 2689.01 ms [2021-01-21 06:31:07 main:574] : INFO : Epoch 809 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 2704.15 ms [2021-01-21 06:31:09 main:574] : INFO : Epoch 810 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 2787.41 ms [2021-01-21 06:31:12 main:574] : INFO : Epoch 811 | loss: 0.0311908 | val_loss: 0.0311971 | Time: 2809.26 ms [2021-01-21 06:31:15 main:574] : INFO : Epoch 812 | loss: 0.0311884 | val_loss: 0.0311971 | Time: 2672.07 ms [2021-01-21 06:31:18 main:574] : INFO : Epoch 813 | loss: 0.031191 | val_loss: 0.0311966 | Time: 2812.26 ms [2021-01-21 06:31:20 main:574] : INFO : Epoch 814 | loss: 0.0311877 | val_loss: 0.0311939 | Time: 2638.26 ms [2021-01-21 06:31:23 main:574] : INFO : Epoch 815 | loss: 0.0311873 | val_loss: 0.0311929 | Time: 2781.96 ms [2021-01-21 06:31:26 main:574] : INFO : Epoch 816 | loss: 0.0311869 | val_loss: 0.0311899 | Time: 2633.15 ms [2021-01-21 06:31:29 main:574] : INFO : Epoch 817 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 2856.48 ms [2021-01-21 06:31:32 main:574] : INFO : Epoch 818 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 2968.41 ms [2021-01-21 06:31:35 main:574] : INFO : Epoch 819 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 2847.59 ms [2021-01-21 06:31:38 main:574] : INFO : Epoch 820 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 2859.56 ms [2021-01-21 06:31:40 main:574] : INFO : Epoch 821 | loss: 0.0311889 | val_loss: 0.0311945 | Time: 2807.99 ms [2021-01-21 06:31:43 main:574] : INFO : Epoch 822 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 2747.85 ms [2021-01-21 06:31:46 main:574] : INFO : Epoch 823 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 2629.41 ms [2021-01-21 06:31:49 main:574] : INFO : Epoch 824 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 2740.09 ms [2021-01-21 06:31:51 main:574] : INFO : Epoch 825 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 2782.61 ms [2021-01-21 06:31:54 main:574] : INFO : Epoch 826 | loss: 0.0311855 | val_loss: 0.031189 | Time: 2586.43 ms [2021-01-21 06:31:57 main:574] : INFO : Epoch 827 | loss: 0.0311855 | val_loss: 0.0311933 | Time: 2680.44 ms [2021-01-21 06:31:59 main:574] : INFO : Epoch 828 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 2753.93 ms [2021-01-21 06:32:02 main:574] : INFO : Epoch 829 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 2787.58 ms [2021-01-21 06:32:05 main:574] : INFO : Epoch 830 | loss: 0.0311842 | val_loss: 0.031189 | Time: 2676.28 ms [2021-01-21 06:32:08 main:574] : INFO : Epoch 831 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 2767.93 ms [2021-01-21 06:32:11 main:574] : INFO : Epoch 832 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 2808.78 ms [2021-01-21 06:32:13 main:574] : INFO : Epoch 833 | loss: 0.0311845 | val_loss: 0.0311923 | Time: 2779.77 ms [2021-01-21 06:32:16 main:574] : INFO : Epoch 834 | loss: 0.0311855 | val_loss: 0.0311948 | Time: 2612.48 ms [2021-01-21 06:32:19 main:574] : INFO : Epoch 835 | loss: 0.0311856 | val_loss: 0.0311938 | Time: 2800.5 ms [2021-01-21 06:32:22 main:574] : INFO : Epoch 836 | loss: 0.0311879 | val_loss: 0.0311965 | Time: 2756.08 ms [2021-01-21 06:32:24 main:574] : INFO : Epoch 837 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 2720.73 ms [2021-01-21 06:32:27 main:574] : INFO : Epoch 838 | loss: 0.0311856 | val_loss: 0.0311911 | Time: 2741.31 ms [2021-01-21 06:32:30 main:574] : INFO : Epoch 839 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 2755.42 ms [2021-01-21 06:32:33 main:574] : INFO : Epoch 840 | loss: 0.031183 | val_loss: 0.0311901 | Time: 2778.59 ms [2021-01-21 06:32:35 main:574] : INFO : Epoch 841 | loss: 0.0311835 | val_loss: 0.031191 | Time: 2668.92 ms [2021-01-21 06:32:38 main:574] : INFO : Epoch 842 | loss: 0.0311832 | val_loss: 0.0311924 | Time: 2766.04 ms [2021-01-21 06:32:41 main:574] : INFO : Epoch 843 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2743.16 ms [2021-01-21 06:32:44 main:574] : INFO : Epoch 844 | loss: 0.0311821 | val_loss: 0.03119 | Time: 2841.6 ms [2021-01-21 06:32:47 main:574] : INFO : Epoch 845 | loss: 0.0311821 | val_loss: 0.0311909 | Time: 2734.85 ms [2021-01-21 06:32:49 main:574] : INFO : Epoch 846 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 2808.49 ms [2021-01-21 06:32:52 main:574] : INFO : Epoch 847 | loss: 0.0311835 | val_loss: 0.0311948 | Time: 2754.38 ms [2021-01-21 06:32:55 main:574] : INFO : Epoch 848 | loss: 0.0311841 | val_loss: 0.0311954 | Time: 2666.42 ms [2021-01-21 06:32:58 main:574] : INFO : Epoch 849 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 2694.53 ms [2021-01-21 06:33:00 main:574] : INFO : Epoch 850 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 2796.24 ms [2021-01-21 06:33:03 main:574] : INFO : Epoch 851 | loss: 0.0311843 | val_loss: 0.0311879 | Time: 2762.94 ms [2021-01-21 06:33:06 main:574] : INFO : Epoch 852 | loss: 0.0311841 | val_loss: 0.0311876 | Time: 2695.64 ms [2021-01-21 06:33:09 main:574] : INFO : Epoch 853 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2676.95 ms [2021-01-21 06:33:12 main:574] : INFO : Epoch 854 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 3012.97 ms [2021-01-21 06:33:15 main:574] : INFO : Epoch 855 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 2942.68 ms [2021-01-21 06:33:17 main:574] : INFO : Epoch 856 | loss: 0.0311819 | val_loss: 0.0311891 | Time: 2688.11 ms [2021-01-21 06:33:20 main:574] : INFO : Epoch 857 | loss: 0.0311829 | val_loss: 0.0311878 | Time: 2676.54 ms [2021-01-21 06:33:23 main:574] : INFO : Epoch 858 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 2734.83 ms [2021-01-21 06:33:26 main:574] : INFO : Epoch 859 | loss: 0.0311818 | val_loss: 0.031189 | Time: 2840.01 ms [2021-01-21 06:33:28 main:574] : INFO : Epoch 860 | loss: 0.0311843 | val_loss: 0.0311928 | Time: 2832.8 ms [2021-01-21 06:33:31 main:574] : INFO : Epoch 861 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 2963.97 ms [2021-01-21 06:33:34 main:574] : INFO : Epoch 862 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2784.31 ms [2021-01-21 06:33:37 main:574] : INFO : Epoch 863 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 2815.55 ms [2021-01-21 06:33:40 main:574] : INFO : Epoch 864 | loss: 0.0311831 | val_loss: 0.0311921 | Time: 2672.74 ms [2021-01-21 06:33:42 main:574] : INFO : Epoch 865 | loss: 0.0311808 | val_loss: 0.0311907 | Time: 2737.38 ms [2021-01-21 06:33:45 main:574] : INFO : Epoch 866 | loss: 0.031182 | val_loss: 0.0311902 | Time: 2678.15 ms [2021-01-21 06:33:48 main:574] : INFO : Epoch 867 | loss: 0.0311808 | val_loss: 0.0311891 | Time: 2695.29 ms [2021-01-21 06:33:51 main:574] : INFO : Epoch 868 | loss: 0.0311824 | val_loss: 0.0311915 | Time: 2700.34 ms [2021-01-21 06:33:53 main:574] : INFO : Epoch 869 | loss: 0.0311824 | val_loss: 0.0311909 | Time: 2743.77 ms [2021-01-21 06:33:56 main:574] : INFO : Epoch 870 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 2794.84 ms [2021-01-21 06:33:59 main:574] : INFO : Epoch 871 | loss: 0.0311818 | val_loss: 0.0311914 | Time: 2606.29 ms [2021-01-21 06:34:02 main:574] : INFO : Epoch 872 | loss: 0.0311795 | val_loss: 0.0311926 | Time: 2742.39 ms [2021-01-21 06:34:04 main:574] : INFO : Epoch 873 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 2676.69 ms [2021-01-21 06:34:07 main:574] : INFO : Epoch 874 | loss: 0.0311799 | val_loss: 0.0311903 | Time: 2785.32 ms [2021-01-21 06:34:10 main:574] : INFO : Epoch 875 | loss: 0.0311806 | val_loss: 0.031188 | Time: 2754.35 ms [2021-01-21 06:34:13 main:574] : INFO : Epoch 876 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 2872.01 ms [2021-01-21 06:34:16 main:574] : INFO : Epoch 877 | loss: 0.0311816 | val_loss: 0.0311913 | Time: 2703.53 ms [2021-01-21 06:34:18 main:574] : INFO : Epoch 878 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 2780.9 ms [2021-01-21 06:34:21 main:574] : INFO : Epoch 879 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 2767.94 ms [2021-01-21 06:34:24 main:574] : INFO : Epoch 880 | loss: 0.0311825 | val_loss: 0.0311979 | Time: 2897.45 ms [2021-01-21 06:34:27 main:574] : INFO : Epoch 881 | loss: 0.0311836 | val_loss: 0.0311959 | Time: 2822.64 ms [2021-01-21 06:34:30 main:574] : INFO : Epoch 882 | loss: 0.0311804 | val_loss: 0.031188 | Time: 2715.2 ms [2021-01-21 06:34:33 main:574] : INFO : Epoch 883 | loss: 0.0311789 | val_loss: 0.031189 | Time: 2959.75 ms [2021-01-21 06:34:36 main:574] : INFO : Epoch 884 | loss: 0.0311806 | val_loss: 0.0311928 | Time: 2767.32 ms [2021-01-21 06:34:38 main:574] : INFO : Epoch 885 | loss: 0.0311801 | val_loss: 0.0311892 | Time: 2706.66 ms [2021-01-21 06:34:41 main:574] : INFO : Epoch 886 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 2735.75 ms [2021-01-21 06:34:44 main:574] : INFO : Epoch 887 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 2697.68 ms [2021-01-21 06:34:47 main:574] : INFO : Epoch 888 | loss: 0.0311775 | val_loss: 0.0311914 | Time: 2811.79 ms [2021-01-21 06:34:50 main:574] : INFO : Epoch 889 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 2864.05 ms [2021-01-21 06:34:52 main:574] : INFO : Epoch 890 | loss: 0.0311781 | val_loss: 0.0311895 | Time: 2655.25 ms [2021-01-21 06:34:55 main:574] : INFO : Epoch 891 | loss: 0.0311785 | val_loss: 0.0311963 | Time: 2556.74 ms [2021-01-21 06:34:58 main:574] : INFO : Epoch 892 | loss: 0.0311815 | val_loss: 0.031195 | Time: 2788.99 ms [2021-01-21 06:35:00 main:574] : INFO : Epoch 893 | loss: 0.0311851 | val_loss: 0.0311965 | Time: 2752.28 ms [2021-01-21 06:35:03 main:574] : INFO : Epoch 894 | loss: 0.0311786 | val_loss: 0.0311919 | Time: 2621 ms [2021-01-21 06:35:06 main:574] : INFO : Epoch 895 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 2645.11 ms [2021-01-21 06:35:08 main:574] : INFO : Epoch 896 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 2748.23 ms [2021-01-21 06:35:11 main:574] : INFO : Epoch 897 | loss: 0.0311777 | val_loss: 0.0311879 | Time: 2694.06 ms [2021-01-21 06:35:14 main:574] : INFO : Epoch 898 | loss: 0.0311777 | val_loss: 0.0311921 | Time: 2557.14 ms [2021-01-21 06:35:16 main:574] : INFO : Epoch 899 | loss: 0.0311793 | val_loss: 0.0311907 | Time: 2727.96 ms [2021-01-21 06:35:19 main:574] : INFO : Epoch 900 | loss: 0.031178 | val_loss: 0.0311872 | Time: 2661.78 ms [2021-01-21 06:35:22 main:574] : INFO : Epoch 901 | loss: 0.0311759 | val_loss: 0.0311877 | Time: 2629.76 ms [2021-01-21 06:35:25 main:574] : INFO : Epoch 902 | loss: 0.0311772 | val_loss: 0.031193 | Time: 2713.1 ms [2021-01-21 06:35:28 main:574] : INFO : Epoch 903 | loss: 0.0311778 | val_loss: 0.0311873 | Time: 3544.38 ms [2021-01-21 06:35:31 main:574] : INFO : Epoch 904 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 2701.91 ms [2021-01-21 06:35:34 main:574] : INFO : Epoch 905 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 2850.52 ms [2021-01-21 06:35:37 main:574] : INFO : Epoch 906 | loss: 0.0311759 | val_loss: 0.0311886 | Time: 2801.05 ms [2021-01-21 06:35:39 main:574] : INFO : Epoch 907 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 2686.47 ms [2021-01-21 06:35:42 main:574] : INFO : Epoch 908 | loss: 0.031179 | val_loss: 0.0311924 | Time: 2635.82 ms [2021-01-21 06:35:45 main:574] : INFO : Epoch 909 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 2693.45 ms [2021-01-21 06:35:47 main:574] : INFO : Epoch 910 | loss: 0.0311803 | val_loss: 0.0311904 | Time: 2685.94 ms [2021-01-21 06:35:50 main:574] : INFO : Epoch 911 | loss: 0.0311763 | val_loss: 0.0311892 | Time: 2603.97 ms [2021-01-21 06:35:53 main:574] : INFO : Epoch 912 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2614.01 ms [2021-01-21 06:35:55 main:574] : INFO : Epoch 913 | loss: 0.0311786 | val_loss: 0.031186 | Time: 2763.84 ms [2021-01-21 06:35:58 main:574] : INFO : Epoch 914 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 2549.85 ms [2021-01-21 06:36:01 main:574] : INFO : Epoch 915 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 3417.35 ms [2021-01-21 06:36:04 main:574] : INFO : Epoch 916 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2693.16 ms [2021-01-21 06:36:07 main:574] : INFO : Epoch 917 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 2636.99 ms [2021-01-21 06:36:09 main:574] : INFO : Epoch 918 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 2705.21 ms [2021-01-21 06:36:12 main:574] : INFO : Epoch 919 | loss: 0.0311777 | val_loss: 0.031185 | Time: 2555.16 ms [2021-01-21 06:36:15 main:574] : INFO : Epoch 920 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 2587.51 ms [2021-01-21 06:36:17 main:574] : INFO : Epoch 921 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 2702.58 ms [2021-01-21 06:36:20 main:574] : INFO : Epoch 922 | loss: 0.031176 | val_loss: 0.0311841 | Time: 2730.59 ms [2021-01-21 06:36:23 main:574] : INFO : Epoch 923 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 2604.34 ms [2021-01-21 06:36:25 main:574] : INFO : Epoch 924 | loss: 0.0311759 | val_loss: 0.0311919 | Time: 2681.6 ms [2021-01-21 06:36:28 main:574] : INFO : Epoch 925 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 2531.39 ms [2021-01-21 06:36:31 main:574] : INFO : Epoch 926 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 2641.73 ms [2021-01-21 06:36:33 main:574] : INFO : Epoch 927 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 2676.41 ms [2021-01-21 06:36:36 main:574] : INFO : Epoch 928 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2860.15 ms [2021-01-21 06:36:39 main:574] : INFO : Epoch 929 | loss: 0.0311736 | val_loss: 0.031185 | Time: 2671.66 ms [2021-01-21 06:36:42 main:574] : INFO : Epoch 930 | loss: 0.0311735 | val_loss: 0.0311856 | Time: 2692.26 ms [2021-01-21 06:36:45 main:574] : INFO : Epoch 931 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 2768.98 ms [2021-01-21 06:36:47 main:574] : INFO : Epoch 932 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 2777.28 ms [2021-01-21 06:36:50 main:574] : INFO : Epoch 933 | loss: 0.0311754 | val_loss: 0.0311852 | Time: 2641.17 ms [2021-01-21 06:36:53 main:574] : INFO : Epoch 934 | loss: 0.0311733 | val_loss: 0.0311827 | Time: 2661.45 ms [2021-01-21 06:36:55 main:574] : INFO : Epoch 935 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 2649.96 ms [2021-01-21 06:36:58 main:574] : INFO : Epoch 936 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 2785.92 ms [2021-01-21 06:37:01 main:574] : INFO : Epoch 937 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2613.3 ms [2021-01-21 06:37:04 main:574] : INFO : Epoch 938 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 2980.68 ms [2021-01-21 06:37:06 main:574] : INFO : Epoch 939 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 2611.77 ms [2021-01-21 06:37:09 main:574] : INFO : Epoch 940 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 2592.23 ms [2021-01-21 06:37:12 main:574] : INFO : Epoch 941 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2663.87 ms [2021-01-21 06:37:14 main:574] : INFO : Epoch 942 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 2725.13 ms [2021-01-21 06:37:17 main:574] : INFO : Epoch 943 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 2774.06 ms [2021-01-21 06:37:20 main:574] : INFO : Epoch 944 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 2706.77 ms [2021-01-21 06:37:23 main:574] : INFO : Epoch 945 | loss: 0.0311768 | val_loss: 0.0311951 | Time: 2721.25 ms [2021-01-21 06:37:26 main:574] : INFO : Epoch 946 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2800.69 ms [2021-01-21 06:37:28 main:574] : INFO : Epoch 947 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 2722.26 ms [2021-01-21 06:37:31 main:574] : INFO : Epoch 948 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 2631.96 ms [2021-01-21 06:37:34 main:574] : INFO : Epoch 949 | loss: 0.0311725 | val_loss: 0.0311838 | Time: 2631.03 ms [2021-01-21 06:37:36 main:574] : INFO : Epoch 950 | loss: 0.031174 | val_loss: 0.031184 | Time: 2761.06 ms [2021-01-21 06:37:39 main:574] : INFO : Epoch 951 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 2755.48 ms [2021-01-21 06:37:42 main:574] : INFO : Epoch 952 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 2736.57 ms [2021-01-21 06:37:45 main:574] : INFO : Epoch 953 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 2657.3 ms [2021-01-21 06:37:47 main:574] : INFO : Epoch 954 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 2745.34 ms [2021-01-21 06:37:50 main:574] : INFO : Epoch 955 | loss: 0.0311719 | val_loss: 0.031183 | Time: 2685.52 ms [2021-01-21 06:37:53 main:574] : INFO : Epoch 956 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 2723.92 ms [2021-01-21 06:37:56 main:574] : INFO : Epoch 957 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 2740.39 ms [2021-01-21 06:37:59 main:574] : INFO : Epoch 958 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 3042.38 ms [2021-01-21 06:38:02 main:574] : INFO : Epoch 959 | loss: 0.0311777 | val_loss: 0.0311858 | Time: 3443.09 ms [2021-01-21 06:38:05 main:574] : INFO : Epoch 960 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 2842.59 ms [2021-01-21 06:38:08 main:574] : INFO : Epoch 961 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 2822.16 ms [2021-01-21 06:38:11 main:574] : INFO : Epoch 962 | loss: 0.0311744 | val_loss: 0.0311973 | Time: 2701.46 ms [2021-01-21 06:38:14 main:574] : INFO : Epoch 963 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 3056.34 ms [2021-01-21 06:38:17 main:574] : INFO : Epoch 964 | loss: 0.0311745 | val_loss: 0.0311836 | Time: 2748.62 ms [2021-01-21 06:38:19 main:574] : INFO : Epoch 965 | loss: 0.031173 | val_loss: 0.0311816 | Time: 2700.77 ms [2021-01-21 06:38:22 main:574] : INFO : Epoch 966 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 2887.65 ms [2021-01-21 06:38:25 main:574] : INFO : Epoch 967 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 2675.9 ms [2021-01-21 06:38:28 main:574] : INFO : Epoch 968 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 2711.57 ms [2021-01-21 06:38:31 main:574] : INFO : Epoch 969 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 2954.66 ms [2021-01-21 06:38:34 main:574] : INFO : Epoch 970 | loss: 0.031176 | val_loss: 0.0311814 | Time: 2764.3 ms [2021-01-21 06:38:36 main:574] : INFO : Epoch 971 | loss: 0.031173 | val_loss: 0.0311857 | Time: 2765.63 ms [2021-01-21 06:38:39 main:574] : INFO : Epoch 972 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 2736.35 ms [2021-01-21 06:38:42 main:574] : INFO : Epoch 973 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 2910.08 ms [2021-01-21 06:38:45 main:574] : INFO : Epoch 974 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 2675.26 ms [2021-01-21 06:38:47 main:574] : INFO : Epoch 975 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 2725.2 ms [2021-01-21 06:38:50 main:574] : INFO : Epoch 976 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 2848.33 ms [2021-01-21 06:38:53 main:574] : INFO : Epoch 977 | loss: 0.0311726 | val_loss: 0.0311855 | Time: 2614.3 ms [2021-01-21 06:38:56 main:574] : INFO : Epoch 978 | loss: 0.031172 | val_loss: 0.0311853 | Time: 2790.93 ms [2021-01-21 06:38:58 main:574] : INFO : Epoch 979 | loss: 0.031173 | val_loss: 0.0311929 | Time: 2622.39 ms [2021-01-21 06:39:01 main:574] : INFO : Epoch 980 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 2735.42 ms [2021-01-21 06:39:04 main:574] : INFO : Epoch 981 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 2651.01 ms [2021-01-21 06:39:07 main:574] : INFO : Epoch 982 | loss: 0.0311725 | val_loss: 0.0311852 | Time: 2671.42 ms [2021-01-21 06:39:09 main:574] : INFO : Epoch 983 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2644.18 ms [2021-01-21 06:39:12 main:574] : INFO : Epoch 984 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 2675.05 ms [2021-01-21 06:39:15 main:574] : INFO : Epoch 985 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 2781.43 ms [2021-01-21 06:39:18 main:574] : INFO : Epoch 986 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 2712.89 ms [2021-01-21 06:39:20 main:574] : INFO : Epoch 987 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 2759.97 ms [2021-01-21 06:39:23 main:574] : INFO : Epoch 988 | loss: 0.0311728 | val_loss: 0.0311847 | Time: 2730.84 ms [2021-01-21 06:39:26 main:574] : INFO : Epoch 989 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2697.84 ms [2021-01-21 06:39:29 main:574] : INFO : Epoch 990 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 2715.24 ms [2021-01-21 06:39:31 main:574] : INFO : Epoch 991 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 2703.46 ms [2021-01-21 06:39:34 main:574] : INFO : Epoch 992 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 2591.27 ms [2021-01-21 06:39:37 main:574] : INFO : Epoch 993 | loss: 0.0311722 | val_loss: 0.0311819 | Time: 2704.64 ms [2021-01-21 06:39:39 main:574] : INFO : Epoch 994 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 2658.09 ms [2021-01-21 06:39:42 main:574] : INFO : Epoch 995 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 2971.02 ms [2021-01-21 06:39:45 main:574] : INFO : Epoch 996 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 2780.5 ms [2021-01-21 06:39:48 main:574] : INFO : Epoch 997 | loss: 0.0311742 | val_loss: 0.0311851 | Time: 2621.67 ms [2021-01-21 06:39:51 main:574] : INFO : Epoch 998 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 2753.2 ms [2021-01-21 06:39:54 main:574] : INFO : Epoch 999 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 3019.77 ms [2021-01-21 06:39:56 main:574] : INFO : Epoch 1000 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 2746.88 ms [2021-01-21 06:39:59 main:574] : INFO : Epoch 1001 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 2796.86 ms [2021-01-21 06:40:02 main:574] : INFO : Epoch 1002 | loss: 0.0311743 | val_loss: 0.0311855 | Time: 2596.17 ms [2021-01-21 06:40:05 main:574] : INFO : Epoch 1003 | loss: 0.0311739 | val_loss: 0.031185 | Time: 2728.28 ms [2021-01-21 06:40:07 main:574] : INFO : Epoch 1004 | loss: 0.0311734 | val_loss: 0.0311823 | Time: 2726.74 ms [2021-01-21 06:40:10 main:574] : INFO : Epoch 1005 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 2647.89 ms [2021-01-21 06:40:13 main:574] : INFO : Epoch 1006 | loss: 0.0311768 | val_loss: 0.0311892 | Time: 2666.34 ms [2021-01-21 06:40:15 main:574] : INFO : Epoch 1007 | loss: 0.0311781 | val_loss: 0.0311894 | Time: 2619.06 ms [2021-01-21 06:40:18 main:574] : INFO : Epoch 1008 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 2676.98 ms [2021-01-21 06:40:21 main:574] : INFO : Epoch 1009 | loss: 0.0311764 | val_loss: 0.0311925 | Time: 2628.45 ms [2021-01-21 06:40:23 main:574] : INFO : Epoch 1010 | loss: 0.0311743 | val_loss: 0.0311862 | Time: 2675.27 ms [2021-01-21 06:40:26 main:574] : INFO : Epoch 1011 | loss: 0.0311733 | val_loss: 0.0311848 | Time: 2685.97 ms [2021-01-21 06:40:29 main:574] : INFO : Epoch 1012 | loss: 0.031173 | val_loss: 0.0311826 | Time: 2876.12 ms [2021-01-21 06:40:32 main:574] : INFO : Epoch 1013 | loss: 0.0311733 | val_loss: 0.0311914 | Time: 2635.27 ms [2021-01-21 06:40:35 main:574] : INFO : Epoch 1014 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 2844.01 ms [2021-01-21 06:40:37 main:574] : INFO : Epoch 1015 | loss: 0.031174 | val_loss: 0.0311849 | Time: 2679.92 ms [2021-01-21 06:40:40 main:574] : INFO : Epoch 1016 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 2705.58 ms [2021-01-21 06:40:43 main:574] : INFO : Epoch 1017 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 2707.17 ms [2021-01-21 06:40:45 main:574] : INFO : Epoch 1018 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 2696.85 ms [2021-01-21 06:40:48 main:574] : INFO : Epoch 1019 | loss: 0.0311746 | val_loss: 0.0311887 | Time: 2681.13 ms [2021-01-21 06:40:51 main:574] : INFO : Epoch 1020 | loss: 0.0311772 | val_loss: 0.0311894 | Time: 2721.68 ms [2021-01-21 06:40:54 main:574] : INFO : Epoch 1021 | loss: 0.0311796 | val_loss: 0.031187 | Time: 2768.08 ms [2021-01-21 06:40:56 main:574] : INFO : Epoch 1022 | loss: 0.0311788 | val_loss: 0.0311875 | Time: 2744.81 ms [2021-01-21 06:40:59 main:574] : INFO : Epoch 1023 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 2666.15 ms [2021-01-21 06:41:02 main:574] : INFO : Epoch 1024 | loss: 0.0311762 | val_loss: 0.0311872 | Time: 2675.06 ms [2021-01-21 06:41:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311872 [2021-01-21 06:41:02 main:603] : INFO : Saving end state to config to file [2021-01-21 06:41:02 main:608] : INFO : Success, exiting.. 06:41:02 (30820): 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)