Task 3752514
| Name | ParityModified-1606530447-31334-12_1 |
| Workunit | 1846612 |
| Created | 21 Jan 2021, 21:57:28 UTC |
| Sent | 21 Jan 2021, 21:57:56 UTC |
| Report deadline | 28 Jan 2021, 21:57:56 UTC |
| Received | 21 Jan 2021, 22:53:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 45 min 3 sec |
| CPU time | 38 min 36 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 2609.99 ms [2021-01-21 14:31:08 main:574] : INFO : Epoch 515 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 2658.18 ms [2021-01-21 14:31:11 main:574] : INFO : Epoch 516 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 2601.7 ms [2021-01-21 14:31:13 main:574] : INFO : Epoch 517 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 2646.07 ms [2021-01-21 14:31:16 main:574] : INFO : Epoch 518 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 2631.07 ms [2021-01-21 14:31:19 main:574] : INFO : Epoch 519 | loss: 0.031168 | val_loss: 0.0311746 | Time: 2594.77 ms [2021-01-21 14:31:21 main:574] : INFO : Epoch 520 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 2583.64 ms [2021-01-21 14:31:24 main:574] : INFO : Epoch 521 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 2709.27 ms [2021-01-21 14:31:27 main:574] : INFO : Epoch 522 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2683.02 ms [2021-01-21 14:31:29 main:574] : INFO : Epoch 523 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2577.51 ms [2021-01-21 14:31:32 main:574] : INFO : Epoch 524 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 2670.01 ms [2021-01-21 14:31:35 main:574] : INFO : Epoch 525 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 2608.92 ms [2021-01-21 14:31:37 main:574] : INFO : Epoch 526 | loss: 0.0311745 | val_loss: 0.0311734 | Time: 2619.81 ms [2021-01-21 14:31:40 main:574] : INFO : Epoch 527 | loss: 0.0311688 | val_loss: 0.031177 | Time: 2639.42 ms [2021-01-21 14:31:43 main:574] : INFO : Epoch 528 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 2628.95 ms [2021-01-21 14:31:45 main:574] : INFO : Epoch 529 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 2731.95 ms [2021-01-21 14:31:48 main:574] : INFO : Epoch 530 | loss: 0.0311747 | val_loss: 0.0311738 | Time: 2651.48 ms [2021-01-21 14:31:51 main:574] : INFO : Epoch 531 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 2609.52 ms [2021-01-21 14:31:53 main:574] : INFO : Epoch 532 | loss: 0.031172 | val_loss: 0.0311766 | Time: 2572.09 ms [2021-01-21 14:31:56 main:574] : INFO : Epoch 533 | loss: 0.03117 | val_loss: 0.031172 | Time: 2575.2 ms [2021-01-21 14:31:59 main:574] : INFO : Epoch 534 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 2601.96 ms [2021-01-21 14:32:01 main:574] : INFO : Epoch 535 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 2604.74 ms [2021-01-21 14:32:04 main:574] : INFO : Epoch 536 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 2620.81 ms [2021-01-21 14:32:06 main:574] : INFO : Epoch 537 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 2649.84 ms [2021-01-21 14:32:09 main:574] : INFO : Epoch 538 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2622.86 ms [2021-01-21 14:32:12 main:574] : INFO : Epoch 539 | loss: 0.0311699 | val_loss: 0.0311706 | Time: 2477.28 ms [2021-01-21 14:32:14 main:574] : INFO : Epoch 540 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 2671.24 ms [2021-01-21 14:32:17 main:574] : INFO : Epoch 541 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 2557.04 ms [2021-01-21 14:32:20 main:574] : INFO : Epoch 542 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 2625.52 ms [2021-01-21 14:32:22 main:574] : INFO : Epoch 543 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 2543.46 ms [2021-01-21 14:32:25 main:574] : INFO : Epoch 544 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 2546.49 ms [2021-01-21 14:32:28 main:574] : INFO : Epoch 545 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 2600.37 ms [2021-01-21 14:32:30 main:574] : INFO : Epoch 546 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2537.18 ms [2021-01-21 14:32:33 main:574] : INFO : Epoch 547 | loss: 0.031169 | val_loss: 0.0311776 | Time: 2575.03 ms [2021-01-21 14:32:35 main:574] : INFO : Epoch 548 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 2597.83 ms [2021-01-21 14:32:38 main:574] : INFO : Epoch 549 | loss: 0.0311681 | val_loss: 0.0311714 | Time: 2611.9 ms [2021-01-21 14:32:41 main:574] : INFO : Epoch 550 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 2582.53 ms [2021-01-21 14:32:43 main:574] : INFO : Epoch 551 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 2588.81 ms [2021-01-21 14:32:46 main:574] : INFO : Epoch 552 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 2509.83 ms [2021-01-21 14:32:48 main:574] : INFO : Epoch 553 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 2546.18 ms [2021-01-21 14:32:51 main:574] : INFO : Epoch 554 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 2473.53 ms [2021-01-21 14:32:54 main:574] : INFO : Epoch 555 | loss: 0.0311747 | val_loss: 0.0311731 | Time: 2615.01 ms [2021-01-21 14:32:56 main:574] : INFO : Epoch 556 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 2580.09 ms [2021-01-21 14:32:59 main:574] : INFO : Epoch 557 | loss: 0.0311739 | val_loss: 0.0311741 | Time: 2591.79 ms [2021-01-21 14:33:01 main:574] : INFO : Epoch 558 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 2511.51 ms [2021-01-21 14:33:04 main:574] : INFO : Epoch 559 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2590.81 ms [2021-01-21 14:33:07 main:574] : INFO : Epoch 560 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 2550.2 ms [2021-01-21 14:33:09 main:574] : INFO : Epoch 561 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 2493.85 ms [2021-01-21 14:33:12 main:574] : INFO : Epoch 562 | loss: 0.03117 | val_loss: 0.0311731 | Time: 2554.37 ms [2021-01-21 14:33:15 main:574] : INFO : Epoch 563 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 2521.58 ms [2021-01-21 14:33:17 main:574] : INFO : Epoch 564 | loss: 0.031173 | val_loss: 0.031177 | Time: 2503.39 ms [2021-01-21 14:33:20 main:574] : INFO : Epoch 565 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 2571.78 ms [2021-01-21 14:33:22 main:574] : INFO : Epoch 566 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 2605.69 ms [2021-01-21 14:33:25 main:574] : INFO : Epoch 567 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 2554.05 ms [2021-01-21 14:33:27 main:574] : INFO : Epoch 568 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 2504.96 ms [2021-01-21 14:33:30 main:574] : INFO : Epoch 569 | loss: 0.0311697 | val_loss: 0.0311713 | Time: 2608.26 ms [2021-01-21 14:33:33 main:574] : INFO : Epoch 570 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 2662.69 ms [2021-01-21 14:33:35 main:574] : INFO : Epoch 571 | loss: 0.0311703 | val_loss: 0.031176 | Time: 2602.93 ms [2021-01-21 14:33:38 main:574] : INFO : Epoch 572 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 2573.85 ms [2021-01-21 14:33:41 main:574] : INFO : Epoch 573 | loss: 0.031173 | val_loss: 0.0311721 | Time: 2560.07 ms [2021-01-21 14:33:43 main:574] : INFO : Epoch 574 | loss: 0.0311709 | val_loss: 0.0311733 | Time: 2681.6 ms [2021-01-21 14:33:46 main:574] : INFO : Epoch 575 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 2630.6 ms [2021-01-21 14:33:49 main:574] : INFO : Epoch 576 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 2649.27 ms [2021-01-21 14:33:51 main:574] : INFO : Epoch 577 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 2616.7 ms [2021-01-21 14:33:54 main:574] : INFO : Epoch 578 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 2608.46 ms [2021-01-21 14:33:57 main:574] : INFO : Epoch 579 | loss: 0.0311703 | val_loss: 0.0311727 | Time: 2651.97 ms [2021-01-21 14:33:59 main:574] : INFO : Epoch 580 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 2656.56 ms [2021-01-21 14:34:02 main:574] : INFO : Epoch 581 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 2600.21 ms [2021-01-21 14:34:05 main:574] : INFO : Epoch 582 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 2735.78 ms [2021-01-21 14:34:07 main:574] : INFO : Epoch 583 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 2614.7 ms [2021-01-21 14:34:10 main:574] : INFO : Epoch 584 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2597.68 ms [2021-01-21 14:34:13 main:574] : INFO : Epoch 585 | loss: 0.0311683 | val_loss: 0.031176 | Time: 2619.16 ms [2021-01-21 14:34:15 main:574] : INFO : Epoch 586 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2581.68 ms [2021-01-21 14:34:18 main:574] : INFO : Epoch 587 | loss: 0.0311681 | val_loss: 0.0311715 | Time: 2643.91 ms [2021-01-21 14:34:21 main:574] : INFO : Epoch 588 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 2681.27 ms [2021-01-21 14:34:23 main:574] : INFO : Epoch 589 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2581.29 ms [2021-01-21 14:34:26 main:574] : INFO : Epoch 590 | loss: 0.0311692 | val_loss: 0.031175 | Time: 2645.48 ms [2021-01-21 14:34:29 main:574] : INFO : Epoch 591 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 2661.17 ms [2021-01-21 14:34:31 main:574] : INFO : Epoch 592 | loss: 0.0311695 | val_loss: 0.0311709 | Time: 2629.6 ms [2021-01-21 14:34:34 main:574] : INFO : Epoch 593 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 2567.27 ms [2021-01-21 14:34:37 main:574] : INFO : Epoch 594 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2633.81 ms [2021-01-21 14:34:39 main:574] : INFO : Epoch 595 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 2647.36 ms [2021-01-21 14:34:42 main:574] : INFO : Epoch 596 | loss: 0.0311704 | val_loss: 0.0311804 | Time: 2675.31 ms [2021-01-21 14:34:45 main:574] : INFO : Epoch 597 | loss: 0.0311746 | val_loss: 0.0311738 | Time: 2597.32 ms [2021-01-21 14:34:47 main:574] : INFO : Epoch 598 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 2630.23 ms [2021-01-21 14:34:50 main:574] : INFO : Epoch 599 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 2555.85 ms [2021-01-21 14:34:53 main:574] : INFO : Epoch 600 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 2728.77 ms [2021-01-21 14:34:55 main:574] : INFO : Epoch 601 | loss: 0.0311685 | val_loss: 0.0311728 | Time: 2553.81 ms [2021-01-21 14:34:58 main:574] : INFO : Epoch 602 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 2578.84 ms [2021-01-21 14:35:01 main:574] : INFO : Epoch 603 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 2621.84 ms [2021-01-21 14:35:03 main:574] : INFO : Epoch 604 | loss: 0.0311795 | val_loss: 0.0311755 | Time: 2642.43 ms [2021-01-21 14:35:06 main:574] : INFO : Epoch 605 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2636.73 ms [2021-01-21 14:35:09 main:574] : INFO : Epoch 606 | loss: 0.0311808 | val_loss: 0.0311763 | Time: 2589.39 ms [2021-01-21 14:35:11 main:574] : INFO : Epoch 607 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 2762.46 ms [2021-01-21 14:35:14 main:574] : INFO : Epoch 608 | loss: 0.0311769 | val_loss: 0.0311754 | Time: 2568.35 ms [2021-01-21 14:35:17 main:574] : INFO : Epoch 609 | loss: 0.0311804 | val_loss: 0.0311775 | Time: 2534.15 ms [2021-01-21 14:35:19 main:574] : INFO : Epoch 610 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 2611.12 ms [2021-01-21 14:35:22 main:574] : INFO : Epoch 611 | loss: 0.031176 | val_loss: 0.0311767 | Time: 2599.82 ms [2021-01-21 14:35:25 main:574] : INFO : Epoch 612 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 2584.59 ms [2021-01-21 14:35:27 main:574] : INFO : Epoch 613 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 2524.02 ms [2021-01-21 14:35:30 main:574] : INFO : Epoch 614 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 2574.83 ms [2021-01-21 14:35:32 main:574] : INFO : Epoch 615 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 2563.89 ms [2021-01-21 14:35:35 main:574] : INFO : Epoch 616 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 2480.01 ms [2021-01-21 14:35:38 main:574] : INFO : Epoch 617 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 2547.93 ms [2021-01-21 14:35:40 main:574] : INFO : Epoch 618 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 2654.35 ms [2021-01-21 14:35:43 main:574] : INFO : Epoch 619 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 2655.11 ms [2021-01-21 14:35:46 main:574] : INFO : Epoch 620 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 2538.35 ms [2021-01-21 14:35:48 main:574] : INFO : Epoch 621 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 2614.64 ms [2021-01-21 14:35:51 main:574] : INFO : Epoch 622 | loss: 0.0311719 | val_loss: 0.0311751 | Time: 2497.91 ms [2021-01-21 14:35:53 main:574] : INFO : Epoch 623 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 2486.55 ms [2021-01-21 14:35:56 main:574] : INFO : Epoch 624 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 2607.3 ms [2021-01-21 14:35:59 main:574] : INFO : Epoch 625 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 2496.47 ms [2021-01-21 14:36:01 main:574] : INFO : Epoch 626 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 2670.55 ms [2021-01-21 14:36:04 main:574] : INFO : Epoch 627 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2560.84 ms [2021-01-21 14:36:07 main:574] : INFO : Epoch 628 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2633.77 ms [2021-01-21 14:36:09 main:574] : INFO : Epoch 629 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 2570.33 ms [2021-01-21 14:36:12 main:574] : INFO : Epoch 630 | loss: 0.0311719 | val_loss: 0.031175 | Time: 2624.39 ms [2021-01-21 14:36:15 main:574] : INFO : Epoch 631 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 2641.42 ms [2021-01-21 14:36:17 main:574] : INFO : Epoch 632 | loss: 0.0311759 | val_loss: 0.031177 | Time: 2534.48 ms [2021-01-21 14:36:20 main:574] : INFO : Epoch 633 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2543.17 ms [2021-01-21 14:36:22 main:574] : INFO : Epoch 634 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 2504.99 ms [2021-01-21 14:36:25 main:574] : INFO : Epoch 635 | loss: 0.031202 | val_loss: 0.0312003 | Time: 2571.91 ms [2021-01-21 14:36:28 main:574] : INFO : Epoch 636 | loss: 0.0312025 | val_loss: 0.0311986 | Time: 2564.01 ms [2021-01-21 14:36:30 main:574] : INFO : Epoch 637 | loss: 0.031201 | val_loss: 0.0311975 | Time: 2544.26 ms [2021-01-21 14:36:33 main:574] : INFO : Epoch 638 | loss: 0.0311972 | val_loss: 0.0311943 | Time: 2511.63 ms [2021-01-21 14:36:35 main:574] : INFO : Epoch 639 | loss: 0.0311956 | val_loss: 0.031193 | Time: 2513.04 ms [2021-01-21 14:36:38 main:574] : INFO : Epoch 640 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 2533.27 ms [2021-01-21 14:36:40 main:574] : INFO : Epoch 641 | loss: 0.031192 | val_loss: 0.0311913 | Time: 2496.69 ms [2021-01-21 14:36:43 main:574] : INFO : Epoch 642 | loss: 0.0311906 | val_loss: 0.0311873 | Time: 2618.78 ms [2021-01-21 14:36:46 main:574] : INFO : Epoch 643 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 2606.15 ms [2021-01-21 14:36:48 main:574] : INFO : Epoch 644 | loss: 0.0311894 | val_loss: 0.0311905 | Time: 2589.55 ms [2021-01-21 14:36:51 main:574] : INFO : Epoch 645 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 2499.76 ms [2021-01-21 14:36:54 main:574] : INFO : Epoch 646 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 2583.18 ms [2021-01-21 14:36:56 main:574] : INFO : Epoch 647 | loss: 0.0311886 | val_loss: 0.0311888 | Time: 2628.04 ms [2021-01-21 14:36:59 main:574] : INFO : Epoch 648 | loss: 0.031187 | val_loss: 0.0311887 | Time: 2653.56 ms [2021-01-21 14:37:02 main:574] : INFO : Epoch 649 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 2584.28 ms [2021-01-21 14:37:04 main:574] : INFO : Epoch 650 | loss: 0.0311859 | val_loss: 0.0311885 | Time: 2586.5 ms [2021-01-21 14:37:07 main:574] : INFO : Epoch 651 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 2624.14 ms [2021-01-21 14:37:10 main:574] : INFO : Epoch 652 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 2634.12 ms [2021-01-21 14:37:12 main:574] : INFO : Epoch 653 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 2568.16 ms [2021-01-21 14:37:15 main:574] : INFO : Epoch 654 | loss: 0.0311905 | val_loss: 0.0311892 | Time: 2544.73 ms [2021-01-21 14:37:18 main:574] : INFO : Epoch 655 | loss: 0.0311865 | val_loss: 0.0311885 | Time: 2604.62 ms [2021-01-21 14:37:20 main:574] : INFO : Epoch 656 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 2642.77 ms [2021-01-21 14:37:23 main:574] : INFO : Epoch 657 | loss: 0.0311894 | val_loss: 0.0311957 | Time: 2441.25 ms [2021-01-21 14:37:25 main:574] : INFO : Epoch 658 | loss: 0.0311936 | val_loss: 0.0311976 | Time: 2521.19 ms [2021-01-21 14:37:28 main:574] : INFO : Epoch 659 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 2538.92 ms [2021-01-21 14:37:31 main:574] : INFO : Epoch 660 | loss: 0.0311861 | val_loss: 0.031189 | Time: 2663.01 ms [2021-01-21 14:37:33 main:574] : INFO : Epoch 661 | loss: 0.0311877 | val_loss: 0.0311854 | Time: 2576.75 ms [2021-01-21 14:37:36 main:574] : INFO : Epoch 662 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2535.21 ms [2021-01-21 14:37:38 main:574] : INFO : Epoch 663 | loss: 0.0311856 | val_loss: 0.0311903 | Time: 2596.06 ms [2021-01-21 14:37:41 main:574] : INFO : Epoch 664 | loss: 0.0311853 | val_loss: 0.0311889 | Time: 2455.74 ms [2021-01-21 14:37:44 main:574] : INFO : Epoch 665 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 2502.5 ms [2021-01-21 14:37:46 main:574] : INFO : Epoch 666 | loss: 0.0311839 | val_loss: 0.031192 | Time: 2551.63 ms [2021-01-21 14:37:49 main:574] : INFO : Epoch 667 | loss: 0.0311826 | val_loss: 0.0311876 | Time: 2537.88 ms [2021-01-21 14:37:51 main:574] : INFO : Epoch 668 | loss: 0.0311824 | val_loss: 0.0311868 | Time: 2588.14 ms [2021-01-21 14:37:54 main:574] : INFO : Epoch 669 | loss: 0.031182 | val_loss: 0.031186 | Time: 2554.92 ms [2021-01-21 14:37:57 main:574] : INFO : Epoch 670 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2587.04 ms [2021-01-21 14:37:59 main:574] : INFO : Epoch 671 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 2505.91 ms [2021-01-21 14:38:02 main:574] : INFO : Epoch 672 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 2592.75 ms [2021-01-21 14:38:04 main:574] : INFO : Epoch 673 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 2486.03 ms [2021-01-21 14:38:07 main:574] : INFO : Epoch 674 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 2524.35 ms [2021-01-21 14:38:10 main:574] : INFO : Epoch 675 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 2651.27 ms [2021-01-21 14:38:12 main:574] : INFO : Epoch 676 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 2611.38 ms [2021-01-21 14:38:15 main:574] : INFO : Epoch 677 | loss: 0.0311842 | val_loss: 0.0311797 | Time: 2621.64 ms [2021-01-21 14:38:18 main:574] : INFO : Epoch 678 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 2565.64 ms [2021-01-21 14:38:20 main:574] : INFO : Epoch 679 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 2653.87 ms [2021-01-21 14:38:23 main:574] : INFO : Epoch 680 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 2534.86 ms [2021-01-21 14:38:25 main:574] : INFO : Epoch 681 | loss: 0.031187 | val_loss: 0.0311813 | Time: 2533.85 ms [2021-01-21 14:38:28 main:574] : INFO : Epoch 682 | loss: 0.0311807 | val_loss: 0.03118 | Time: 2645.08 ms [2021-01-21 14:38:31 main:574] : INFO : Epoch 683 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 2672.54 ms [2021-01-21 14:38:33 main:574] : INFO : Epoch 684 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 2547.11 ms [2021-01-21 14:38:36 main:574] : INFO : Epoch 685 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 2538.79 ms [2021-01-21 14:38:39 main:574] : INFO : Epoch 686 | loss: 0.0311818 | val_loss: 0.031186 | Time: 2574.11 ms [2021-01-21 14:38:41 main:574] : INFO : Epoch 687 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 2501.66 ms [2021-01-21 14:38:44 main:574] : INFO : Epoch 688 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 2633 ms [2021-01-21 14:38:46 main:574] : INFO : Epoch 689 | loss: 0.0311792 | val_loss: 0.0311925 | Time: 2603.58 ms [2021-01-21 14:38:49 main:574] : INFO : Epoch 690 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 2684.09 ms [2021-01-21 14:38:52 main:574] : INFO : Epoch 691 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 2563.21 ms [2021-01-21 14:38:54 main:574] : INFO : Epoch 692 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 2600.93 ms [2021-01-21 14:38:57 main:574] : INFO : Epoch 693 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 2582.03 ms [2021-01-21 14:39:00 main:574] : INFO : Epoch 694 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 2660.9 ms [2021-01-21 14:39:02 main:574] : INFO : Epoch 695 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 2616.53 ms [2021-01-21 14:39:05 main:574] : INFO : Epoch 696 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 2665.17 ms [2021-01-21 14:39:08 main:574] : INFO : Epoch 697 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 2612.18 ms [2021-01-21 14:39:10 main:574] : INFO : Epoch 698 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 2668.53 ms [2021-01-21 14:39:13 main:574] : INFO : Epoch 699 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 2682.49 ms [2021-01-21 14:39:16 main:574] : INFO : Epoch 700 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 2597.93 ms [2021-01-21 14:39:18 main:574] : INFO : Epoch 701 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 2490.54 ms [2021-01-21 14:39:21 main:574] : INFO : Epoch 702 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 2618.45 ms [2021-01-21 14:39:24 main:574] : INFO : Epoch 703 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 2493.5 ms [2021-01-21 14:39:26 main:574] : INFO : Epoch 704 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 2635.53 ms [2021-01-21 14:39:29 main:574] : INFO : Epoch 705 | loss: 0.0311802 | val_loss: 0.0311923 | Time: 2625.3 ms [2021-01-21 14:39:32 main:574] : INFO : Epoch 706 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 2649.4 ms [2021-01-21 14:39:34 main:574] : INFO : Epoch 707 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 2554.08 ms [2021-01-21 14:39:37 main:574] : INFO : Epoch 708 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 2617.3 ms [2021-01-21 14:39:39 main:574] : INFO : Epoch 709 | loss: 0.0311814 | val_loss: 0.0311914 | Time: 2540.21 ms [2021-01-21 14:39:42 main:574] : INFO : Epoch 710 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 2478.71 ms [2021-01-21 14:39:45 main:574] : INFO : Epoch 711 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2596.31 ms [2021-01-21 14:39:47 main:574] : INFO : Epoch 712 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 2689.3 ms [2021-01-21 14:39:50 main:574] : INFO : Epoch 713 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 2551.76 ms [2021-01-21 14:39:53 main:574] : INFO : Epoch 714 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 2544.48 ms [2021-01-21 14:39:55 main:574] : INFO : Epoch 715 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2516.84 ms [2021-01-21 14:39:58 main:574] : INFO : Epoch 716 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 2521.63 ms [2021-01-21 14:40:00 main:574] : INFO : Epoch 717 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 2481.42 ms [2021-01-21 14:40:03 main:574] : INFO : Epoch 718 | loss: 0.0311859 | val_loss: 0.0311821 | Time: 2528.68 ms [2021-01-21 14:40:05 main:574] : INFO : Epoch 719 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 2571.15 ms [2021-01-21 14:40:08 main:574] : INFO : Epoch 720 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 2553.65 ms [2021-01-21 14:40:11 main:574] : INFO : Epoch 721 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 2601.4 ms [2021-01-21 14:40:13 main:574] : INFO : Epoch 722 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 2625.95 ms [2021-01-21 14:40:16 main:574] : INFO : Epoch 723 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 2446.41 ms [2021-01-21 14:40:19 main:574] : INFO : Epoch 724 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 2618.88 ms [2021-01-21 14:40:21 main:574] : INFO : Epoch 725 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 2521.97 ms [2021-01-21 14:40:24 main:574] : INFO : Epoch 726 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2630.1 ms [2021-01-21 14:40:26 main:574] : INFO : Epoch 727 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 2599.75 ms [2021-01-21 14:40:29 main:574] : INFO : Epoch 728 | loss: 0.031178 | val_loss: 0.0311822 | Time: 2595.61 ms [2021-01-21 14:40:32 main:574] : INFO : Epoch 729 | loss: 0.031177 | val_loss: 0.0311831 | Time: 2608.15 ms [2021-01-21 14:40:34 main:574] : INFO : Epoch 730 | loss: 0.031176 | val_loss: 0.0311822 | Time: 2694.99 ms [2021-01-21 14:40:37 main:574] : INFO : Epoch 731 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 2544.63 ms [2021-01-21 14:40:40 main:574] : INFO : Epoch 732 | loss: 0.031176 | val_loss: 0.0311826 | Time: 2606.13 ms [2021-01-21 14:40:42 main:574] : INFO : Epoch 733 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 2563.21 ms [2021-01-21 14:40:45 main:574] : INFO : Epoch 734 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 2591.01 ms [2021-01-21 14:40:47 main:574] : INFO : Epoch 735 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 2606.07 ms [2021-01-21 14:40:50 main:574] : INFO : Epoch 736 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2559.73 ms [2021-01-21 14:40:53 main:574] : INFO : Epoch 737 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 2567.85 ms [2021-01-21 14:40:55 main:574] : INFO : Epoch 738 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 2524.16 ms [2021-01-21 14:40:58 main:574] : INFO : Epoch 739 | loss: 0.0311765 | val_loss: 0.0311838 | Time: 2692.35 ms [2021-01-21 14:41:01 main:574] : INFO : Epoch 740 | loss: 0.031174 | val_loss: 0.0311823 | Time: 2635 ms [2021-01-21 14:41:03 main:574] : INFO : Epoch 741 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 2563.23 ms [2021-01-21 14:41:06 main:574] : INFO : Epoch 742 | loss: 0.0311753 | val_loss: 0.0311867 | Time: 2557.07 ms [2021-01-21 14:41:09 main:574] : INFO : Epoch 743 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 2534.52 ms [2021-01-21 14:41:11 main:574] : INFO : Epoch 744 | loss: 0.0311757 | val_loss: 0.031183 | Time: 2528.45 ms [2021-01-21 14:41:14 main:574] : INFO : Epoch 745 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 2609.39 ms [2021-01-21 14:41:16 main:574] : INFO : Epoch 746 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 2503.29 ms [2021-01-21 14:41:19 main:574] : INFO : Epoch 747 | loss: 0.0311844 | val_loss: 0.0311784 | Time: 2591.21 ms [2021-01-21 14:41:22 main:574] : INFO : Epoch 748 | loss: 0.0311795 | val_loss: 0.0311826 | Time: 2571.51 ms [2021-01-21 14:41:24 main:574] : INFO : Epoch 749 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 2607.48 ms [2021-01-21 14:41:27 main:574] : INFO : Epoch 750 | loss: 0.031177 | val_loss: 0.0311811 | Time: 2517.2 ms [2021-01-21 14:41:29 main:574] : INFO : Epoch 751 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 2604.77 ms [2021-01-21 14:41:32 main:574] : INFO : Epoch 752 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 2538.61 ms [2021-01-21 14:41:35 main:574] : INFO : Epoch 753 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2624.06 ms [2021-01-21 14:41:37 main:574] : INFO : Epoch 754 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 2498.28 ms [2021-01-21 14:41:40 main:574] : INFO : Epoch 755 | loss: 0.031183 | val_loss: 0.0311812 | Time: 2506.22 ms [2021-01-21 14:41:42 main:574] : INFO : Epoch 756 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 2530.41 ms [2021-01-21 14:41:45 main:574] : INFO : Epoch 757 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 2543.66 ms [2021-01-21 14:41:48 main:574] : INFO : Epoch 758 | loss: 0.0311811 | val_loss: 0.0311767 | Time: 2555.46 ms [2021-01-21 14:41:50 main:574] : INFO : Epoch 759 | loss: 0.0311789 | val_loss: 0.0311786 | Time: 2606.64 ms [2021-01-21 14:41:53 main:574] : INFO : Epoch 760 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 2552.87 ms [2021-01-21 14:41:55 main:574] : INFO : Epoch 761 | loss: 0.0311774 | val_loss: 0.0311769 | Time: 2512.87 ms [2021-01-21 14:41:58 main:574] : INFO : Epoch 762 | loss: 0.03118 | val_loss: 0.0311797 | Time: 2611.93 ms [2021-01-21 14:42:01 main:574] : INFO : Epoch 763 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 2639.32 ms [2021-01-21 14:42:03 main:574] : INFO : Epoch 764 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2530.54 ms [2021-01-21 14:42:06 main:574] : INFO : Epoch 765 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2532.87 ms [2021-01-21 14:42:08 main:574] : INFO : Epoch 766 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 2520.02 ms [2021-01-21 14:42:11 main:574] : INFO : Epoch 767 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 2541.63 ms [2021-01-21 14:42:14 main:574] : INFO : Epoch 768 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 2563.67 ms [2021-01-21 14:42:16 main:574] : INFO : Epoch 769 | loss: 0.031186 | val_loss: 0.0311868 | Time: 2586.75 ms [2021-01-21 14:42:19 main:574] : INFO : Epoch 770 | loss: 0.0311821 | val_loss: 0.0311809 | Time: 2660.56 ms [2021-01-21 14:42:22 main:574] : INFO : Epoch 771 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 2713.57 ms [2021-01-21 14:42:24 main:574] : INFO : Epoch 772 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 2579.89 ms [2021-01-21 14:42:27 main:574] : INFO : Epoch 773 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2608.94 ms [2021-01-21 14:42:30 main:574] : INFO : Epoch 774 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 2483.5 ms [2021-01-21 14:42:32 main:574] : INFO : Epoch 775 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2565.8 ms [2021-01-21 14:42:35 main:574] : INFO : Epoch 776 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 2578.18 ms [2021-01-21 14:42:37 main:574] : INFO : Epoch 777 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 2506.84 ms [2021-01-21 14:42:40 main:574] : INFO : Epoch 778 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 2494.48 ms [2021-01-21 14:42:42 main:574] : INFO : Epoch 779 | loss: 0.031177 | val_loss: 0.0311792 | Time: 2622.64 ms [2021-01-21 14:42:45 main:574] : INFO : Epoch 780 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 2498.12 ms [2021-01-21 14:42:48 main:574] : INFO : Epoch 781 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 2485.26 ms [2021-01-21 14:42:50 main:574] : INFO : Epoch 782 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 2498.48 ms [2021-01-21 14:42:53 main:574] : INFO : Epoch 783 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 2528.82 ms [2021-01-21 14:42:55 main:574] : INFO : Epoch 784 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 2519.88 ms [2021-01-21 14:42:58 main:574] : INFO : Epoch 785 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 2525.75 ms [2021-01-21 14:43:00 main:574] : INFO : Epoch 786 | loss: 0.0311848 | val_loss: 0.0311807 | Time: 2445.01 ms [2021-01-21 14:43:03 main:574] : INFO : Epoch 787 | loss: 0.0311849 | val_loss: 0.0311847 | Time: 2536.73 ms [2021-01-21 14:43:06 main:574] : INFO : Epoch 788 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 2554.41 ms [2021-01-21 14:43:08 main:574] : INFO : Epoch 789 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2648.81 ms [2021-01-21 14:43:11 main:574] : INFO : Epoch 790 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 2567.33 ms [2021-01-21 14:43:14 main:574] : INFO : Epoch 791 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 2491.65 ms [2021-01-21 14:43:16 main:574] : INFO : Epoch 792 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2530.7 ms [2021-01-21 14:43:19 main:574] : INFO : Epoch 793 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2550.29 ms [2021-01-21 14:43:21 main:574] : INFO : Epoch 794 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2585.66 ms [2021-01-21 14:43:24 main:574] : INFO : Epoch 795 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 2646.36 ms [2021-01-21 14:43:27 main:574] : INFO : Epoch 796 | loss: 0.0311769 | val_loss: 0.03118 | Time: 2602.63 ms [2021-01-21 14:43:29 main:574] : INFO : Epoch 797 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 2586.6 ms [2021-01-21 14:43:32 main:574] : INFO : Epoch 798 | loss: 0.0311775 | val_loss: 0.031181 | Time: 2554.24 ms [2021-01-21 14:43:35 main:574] : INFO : Epoch 799 | loss: 0.0311768 | val_loss: 0.03118 | Time: 2614.16 ms [2021-01-21 14:43:37 main:574] : INFO : Epoch 800 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2583.12 ms [2021-01-21 14:43:40 main:574] : INFO : Epoch 801 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2607.74 ms [2021-01-21 14:43:43 main:574] : INFO : Epoch 802 | loss: 0.0311765 | val_loss: 0.0311831 | Time: 2558.58 ms [2021-01-21 14:43:45 main:574] : INFO : Epoch 803 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 2610.5 ms [2021-01-21 14:43:48 main:574] : INFO : Epoch 804 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 2644.2 ms [2021-01-21 14:43:50 main:574] : INFO : Epoch 805 | loss: 0.0311759 | val_loss: 0.0311837 | Time: 2525.49 ms [2021-01-21 14:43:53 main:574] : INFO : Epoch 806 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2509.41 ms [2021-01-21 14:43:56 main:574] : INFO : Epoch 807 | loss: 0.0311752 | val_loss: 0.03118 | Time: 2637.09 ms [2021-01-21 14:43:58 main:574] : INFO : Epoch 808 | loss: 0.0311747 | val_loss: 0.031181 | Time: 2545.67 ms [2021-01-21 14:44:01 main:574] : INFO : Epoch 809 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 2616.71 ms [2021-01-21 14:44:04 main:574] : INFO : Epoch 810 | loss: 0.0311785 | val_loss: 0.031188 | Time: 2613.43 ms [2021-01-21 14:44:06 main:574] : INFO : Epoch 811 | loss: 0.03118 | val_loss: 0.0311801 | Time: 2639.21 ms [2021-01-21 14:44:09 main:574] : INFO : Epoch 812 | loss: 0.0311762 | val_loss: 0.03118 | Time: 2646.16 ms [2021-01-21 14:44:12 main:574] : INFO : Epoch 813 | loss: 0.031175 | val_loss: 0.0311809 | Time: 2588.92 ms [2021-01-21 14:44:14 main:574] : INFO : Epoch 814 | loss: 0.031176 | val_loss: 0.0311801 | Time: 2614.05 ms [2021-01-21 14:44:17 main:574] : INFO : Epoch 815 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 2616.75 ms [2021-01-21 14:44:20 main:574] : INFO : Epoch 816 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 2611.51 ms [2021-01-21 14:44:22 main:574] : INFO : Epoch 817 | loss: 0.0311791 | val_loss: 0.031181 | Time: 2598.85 ms [2021-01-21 14:44:25 main:574] : INFO : Epoch 818 | loss: 0.031175 | val_loss: 0.0311812 | Time: 2613.1 ms [2021-01-21 14:44:28 main:574] : INFO : Epoch 819 | loss: 0.0311775 | val_loss: 0.0311881 | Time: 2485.87 ms [2021-01-21 14:44:30 main:574] : INFO : Epoch 820 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 2524.39 ms [2021-01-21 14:44:33 main:574] : INFO : Epoch 821 | loss: 0.0311751 | val_loss: 0.03118 | Time: 2572.25 ms [2021-01-21 14:44:35 main:574] : INFO : Epoch 822 | loss: 0.0311762 | val_loss: 0.0311855 | Time: 2494.39 ms [2021-01-21 14:44:38 main:574] : INFO : Epoch 823 | loss: 0.031175 | val_loss: 0.0311788 | Time: 2615.19 ms [2021-01-21 14:44:40 main:574] : INFO : Epoch 824 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 2414.93 ms [2021-01-21 14:44:43 main:574] : INFO : Epoch 825 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 2593.8 ms [2021-01-21 14:44:46 main:574] : INFO : Epoch 826 | loss: 0.031174 | val_loss: 0.0311785 | Time: 2512.22 ms [2021-01-21 14:44:48 main:574] : INFO : Epoch 827 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 2550.47 ms [2021-01-21 14:44:51 main:574] : INFO : Epoch 828 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 2541.77 ms [2021-01-21 14:44:53 main:574] : INFO : Epoch 829 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2528.4 ms [2021-01-21 14:44:56 main:574] : INFO : Epoch 830 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 2447.3 ms [2021-01-21 14:44:59 main:574] : INFO : Epoch 831 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2622.24 ms [2021-01-21 14:45:01 main:574] : INFO : Epoch 832 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2603.17 ms [2021-01-21 14:45:04 main:574] : INFO : Epoch 833 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2551.39 ms [2021-01-21 14:45:06 main:574] : INFO : Epoch 834 | loss: 0.0311776 | val_loss: 0.0311929 | Time: 2503.29 ms [2021-01-21 14:45:09 main:574] : INFO : Epoch 835 | loss: 0.031178 | val_loss: 0.0311829 | Time: 2660.7 ms [2021-01-21 14:45:12 main:574] : INFO : Epoch 836 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 2520.74 ms [2021-01-21 14:45:14 main:574] : INFO : Epoch 837 | loss: 0.0311725 | val_loss: 0.031182 | Time: 2628.73 ms [2021-01-21 14:45:17 main:574] : INFO : Epoch 838 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 2556.22 ms [2021-01-21 14:45:20 main:574] : INFO : Epoch 839 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2637.37 ms [2021-01-21 14:45:22 main:574] : INFO : Epoch 840 | loss: 0.031173 | val_loss: 0.031179 | Time: 2655 ms [2021-01-21 14:45:25 main:574] : INFO : Epoch 841 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 2696.18 ms [2021-01-21 14:45:28 main:574] : INFO : Epoch 842 | loss: 0.0311715 | val_loss: 0.031181 | Time: 2571.46 ms [2021-01-21 14:45:30 main:574] : INFO : Epoch 843 | loss: 0.031173 | val_loss: 0.0311787 | Time: 2555.67 ms [2021-01-21 14:45:33 main:574] : INFO : Epoch 844 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 2701.06 ms [2021-01-21 14:45:36 main:574] : INFO : Epoch 845 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 2726.82 ms [2021-01-21 14:45:39 main:574] : INFO : Epoch 846 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2757.76 ms [2021-01-21 14:45:41 main:574] : INFO : Epoch 847 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 2737.95 ms [2021-01-21 14:45:44 main:574] : INFO : Epoch 848 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 2797.58 ms [2021-01-21 14:45:47 main:574] : INFO : Epoch 849 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 2567.55 ms [2021-01-21 14:45:50 main:574] : INFO : Epoch 850 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2684.08 ms [2021-01-21 14:45:52 main:574] : INFO : Epoch 851 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 2583.86 ms [2021-01-21 14:45:55 main:574] : INFO : Epoch 852 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 2585.12 ms [2021-01-21 14:45:58 main:574] : INFO : Epoch 853 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 2629.41 ms [2021-01-21 14:46:00 main:574] : INFO : Epoch 854 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 2677.95 ms [2021-01-21 14:46:03 main:574] : INFO : Epoch 855 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 2609.15 ms [2021-01-21 14:46:06 main:574] : INFO : Epoch 856 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 2667.86 ms [2021-01-21 14:46:08 main:574] : INFO : Epoch 857 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 2611.71 ms [2021-01-21 14:46:11 main:574] : INFO : Epoch 858 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2508.33 ms [2021-01-21 14:46:14 main:574] : INFO : Epoch 859 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 2585.17 ms [2021-01-21 14:46:16 main:574] : INFO : Epoch 860 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 2619.71 ms [2021-01-21 14:46:19 main:574] : INFO : Epoch 861 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 2588.67 ms [2021-01-21 14:46:21 main:574] : INFO : Epoch 862 | loss: 0.0311801 | val_loss: 0.0311897 | Time: 2542.57 ms [2021-01-21 14:46:24 main:574] : INFO : Epoch 863 | loss: 0.0312142 | val_loss: 0.0312198 | Time: 2498.45 ms [2021-01-21 14:46:27 main:574] : INFO : Epoch 864 | loss: 0.0312153 | val_loss: 0.0312178 | Time: 2579.18 ms [2021-01-21 14:46:29 main:574] : INFO : Epoch 865 | loss: 0.0312099 | val_loss: 0.0312057 | Time: 2536.96 ms [2021-01-21 14:46:32 main:574] : INFO : Epoch 866 | loss: 0.031196 | val_loss: 0.0311851 | Time: 2585.8 ms [2021-01-21 14:46:34 main:574] : INFO : Epoch 867 | loss: 0.0311831 | val_loss: 0.0311895 | Time: 2572.45 ms [2021-01-21 14:46:37 main:574] : INFO : Epoch 868 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 2530.55 ms [2021-01-21 14:46:40 main:574] : INFO : Epoch 869 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 2634.8 ms [2021-01-21 14:46:42 main:574] : INFO : Epoch 870 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 2503.76 ms [2021-01-21 14:46:45 main:574] : INFO : Epoch 871 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 2634.45 ms [2021-01-21 14:46:48 main:574] : INFO : Epoch 872 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 2657.05 ms [2021-01-21 14:46:50 main:574] : INFO : Epoch 873 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 2531.91 ms [2021-01-21 14:46:53 main:574] : INFO : Epoch 874 | loss: 0.0311943 | val_loss: 0.0311906 | Time: 2537.96 ms [2021-01-21 14:46:55 main:574] : INFO : Epoch 875 | loss: 0.0312084 | val_loss: 0.0312189 | Time: 2463.69 ms [2021-01-21 14:46:58 main:574] : INFO : Epoch 876 | loss: 0.0312153 | val_loss: 0.0312155 | Time: 2566.17 ms [2021-01-21 14:47:01 main:574] : INFO : Epoch 877 | loss: 0.0312129 | val_loss: 0.0312138 | Time: 2562.86 ms [2021-01-21 14:47:03 main:574] : INFO : Epoch 878 | loss: 0.0312109 | val_loss: 0.031216 | Time: 2548.03 ms [2021-01-21 14:47:06 main:574] : INFO : Epoch 879 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 2568.16 ms [2021-01-21 14:47:08 main:574] : INFO : Epoch 880 | loss: 0.0312094 | val_loss: 0.0312129 | Time: 2523.22 ms [2021-01-21 14:47:11 main:574] : INFO : Epoch 881 | loss: 0.0312107 | val_loss: 0.0312097 | Time: 2538.15 ms [2021-01-21 14:47:14 main:574] : INFO : Epoch 882 | loss: 0.0312081 | val_loss: 0.031209 | Time: 2568.24 ms [2021-01-21 14:47:16 main:574] : INFO : Epoch 883 | loss: 0.0312067 | val_loss: 0.0312139 | Time: 2597.26 ms [2021-01-21 14:47:19 main:574] : INFO : Epoch 884 | loss: 0.031206 | val_loss: 0.0312123 | Time: 2558.75 ms [2021-01-21 14:47:21 main:574] : INFO : Epoch 885 | loss: 0.0312079 | val_loss: 0.0312128 | Time: 2541.05 ms [2021-01-21 14:47:24 main:574] : INFO : Epoch 886 | loss: 0.0312087 | val_loss: 0.0312123 | Time: 2615.04 ms [2021-01-21 14:47:27 main:574] : INFO : Epoch 887 | loss: 0.0312091 | val_loss: 0.0312146 | Time: 2599.87 ms [2021-01-21 14:47:29 main:574] : INFO : Epoch 888 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 2665.9 ms [2021-01-21 14:47:32 main:574] : INFO : Epoch 889 | loss: 0.0312091 | val_loss: 0.0312091 | Time: 2586.62 ms [2021-01-21 14:47:35 main:574] : INFO : Epoch 890 | loss: 0.0312071 | val_loss: 0.0312098 | Time: 2636.35 ms [2021-01-21 14:47:37 main:574] : INFO : Epoch 891 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 2683.12 ms [2021-01-21 14:47:40 main:574] : INFO : Epoch 892 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 2658.15 ms [2021-01-21 14:47:43 main:574] : INFO : Epoch 893 | loss: 0.0312114 | val_loss: 0.0312132 | Time: 2684.9 ms [2021-01-21 14:47:45 main:574] : INFO : Epoch 894 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 2630.02 ms [2021-01-21 14:47:48 main:574] : INFO : Epoch 895 | loss: 0.0312085 | val_loss: 0.0312112 | Time: 2646.39 ms [2021-01-21 14:47:51 main:574] : INFO : Epoch 896 | loss: 0.0312093 | val_loss: 0.0312115 | Time: 2573.76 ms [2021-01-21 14:47:53 main:574] : INFO : Epoch 897 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 2560.87 ms [2021-01-21 14:47:56 main:574] : INFO : Epoch 898 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 2553.88 ms [2021-01-21 14:47:59 main:574] : INFO : Epoch 899 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 2603.13 ms [2021-01-21 14:48:01 main:574] : INFO : Epoch 900 | loss: 0.031209 | val_loss: 0.0312134 | Time: 2517.37 ms [2021-01-21 14:48:04 main:574] : INFO : Epoch 901 | loss: 0.0312075 | val_loss: 0.0312144 | Time: 2636.46 ms [2021-01-21 14:48:06 main:574] : INFO : Epoch 902 | loss: 0.0312204 | val_loss: 0.0312292 | Time: 2606.61 ms [2021-01-21 14:48:09 main:574] : INFO : Epoch 903 | loss: 0.0312222 | val_loss: 0.0312179 | Time: 2611.44 ms [2021-01-21 14:48:12 main:574] : INFO : Epoch 904 | loss: 0.0312201 | val_loss: 0.0312188 | Time: 2611.55 ms [2021-01-21 14:48:14 main:574] : INFO : Epoch 905 | loss: 0.0312206 | val_loss: 0.0312307 | Time: 2618.66 ms [2021-01-21 14:48:17 main:574] : INFO : Epoch 906 | loss: 0.0312227 | val_loss: 0.0312189 | Time: 2575.13 ms [2021-01-21 14:48:20 main:574] : INFO : Epoch 907 | loss: 0.031223 | val_loss: 0.0312216 | Time: 2567.13 ms [2021-01-21 14:48:22 main:574] : INFO : Epoch 908 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 2524.51 ms [2021-01-21 14:48:25 main:574] : INFO : Epoch 909 | loss: 0.0312191 | val_loss: 0.0312208 | Time: 2570.4 ms [2021-01-21 14:48:28 main:574] : INFO : Epoch 910 | loss: 0.0312162 | val_loss: 0.0312167 | Time: 2601 ms [2021-01-21 14:48:30 main:574] : INFO : Epoch 911 | loss: 0.031214 | val_loss: 0.0312168 | Time: 2605.93 ms [2021-01-21 14:48:33 main:574] : INFO : Epoch 912 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 2542.15 ms [2021-01-21 14:48:35 main:574] : INFO : Epoch 913 | loss: 0.0312151 | val_loss: 0.0312146 | Time: 2614.53 ms [2021-01-21 14:48:38 main:574] : INFO : Epoch 914 | loss: 0.031213 | val_loss: 0.0312164 | Time: 2524.43 ms [2021-01-21 14:48:41 main:574] : INFO : Epoch 915 | loss: 0.0312203 | val_loss: 0.0312152 | Time: 2580.19 ms [2021-01-21 14:48:43 main:574] : INFO : Epoch 916 | loss: 0.0312139 | val_loss: 0.0312175 | Time: 2552.52 ms [2021-01-21 14:48:46 main:574] : INFO : Epoch 917 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 2655.42 ms [2021-01-21 14:48:49 main:574] : INFO : Epoch 918 | loss: 0.0312138 | val_loss: 0.0312176 | Time: 2540.97 ms [2021-01-21 14:48:51 main:574] : INFO : Epoch 919 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 2510.5 ms [2021-01-21 14:48:54 main:574] : INFO : Epoch 920 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 2502.84 ms [2021-01-21 14:48:56 main:574] : INFO : Epoch 921 | loss: 0.0312174 | val_loss: 0.0312221 | Time: 2552.02 ms [2021-01-21 14:48:59 main:574] : INFO : Epoch 922 | loss: 0.0312179 | val_loss: 0.0312154 | Time: 2480.75 ms [2021-01-21 14:49:01 main:574] : INFO : Epoch 923 | loss: 0.0312198 | val_loss: 0.0312176 | Time: 2544.16 ms [2021-01-21 14:49:04 main:574] : INFO : Epoch 924 | loss: 0.0312201 | val_loss: 0.0312145 | Time: 2530.21 ms [2021-01-21 14:49:07 main:574] : INFO : Epoch 925 | loss: 0.0312141 | val_loss: 0.0312103 | Time: 2476.87 ms [2021-01-21 14:49:09 main:574] : INFO : Epoch 926 | loss: 0.0312104 | val_loss: 0.0312052 | Time: 2511.72 ms [2021-01-21 14:49:12 main:574] : INFO : Epoch 927 | loss: 0.0312094 | val_loss: 0.0312061 | Time: 2589.28 ms [2021-01-21 14:49:15 main:574] : INFO : Epoch 928 | loss: 0.031206 | val_loss: 0.0312082 | Time: 2605.24 ms [2021-01-21 14:49:17 main:574] : INFO : Epoch 929 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 2582.23 ms [2021-01-21 14:49:20 main:574] : INFO : Epoch 930 | loss: 0.0312092 | val_loss: 0.0312095 | Time: 2518.23 ms [2021-01-21 14:49:22 main:574] : INFO : Epoch 931 | loss: 0.0312051 | val_loss: 0.0312051 | Time: 2466.66 ms [2021-01-21 14:49:25 main:574] : INFO : Epoch 932 | loss: 0.031203 | val_loss: 0.0312019 | Time: 2521.07 ms [2021-01-21 14:49:28 main:574] : INFO : Epoch 933 | loss: 0.0312018 | val_loss: 0.0311962 | Time: 2643.71 ms [2021-01-21 14:49:30 main:574] : INFO : Epoch 934 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 2609.64 ms [2021-01-21 14:49:33 main:574] : INFO : Epoch 935 | loss: 0.0311977 | val_loss: 0.0311977 | Time: 2550.78 ms [2021-01-21 14:49:35 main:574] : INFO : Epoch 936 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 2522.25 ms [2021-01-21 14:49:38 main:574] : INFO : Epoch 937 | loss: 0.0311975 | val_loss: 0.031196 | Time: 2615.84 ms [2021-01-21 14:49:41 main:574] : INFO : Epoch 938 | loss: 0.0311971 | val_loss: 0.0311933 | Time: 2692.56 ms [2021-01-21 14:49:43 main:574] : INFO : Epoch 939 | loss: 0.0311956 | val_loss: 0.0311968 | Time: 2590.06 ms [2021-01-21 14:49:46 main:574] : INFO : Epoch 940 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 2560.13 ms [2021-01-21 14:49:49 main:574] : INFO : Epoch 941 | loss: 0.031196 | val_loss: 0.0311974 | Time: 2597.68 ms [2021-01-21 14:49:51 main:574] : INFO : Epoch 942 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 2599.97 ms [2021-01-21 14:49:54 main:574] : INFO : Epoch 943 | loss: 0.0311918 | val_loss: 0.0311894 | Time: 2664.73 ms [2021-01-21 14:49:57 main:574] : INFO : Epoch 944 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 2623.66 ms [2021-01-21 14:49:59 main:574] : INFO : Epoch 945 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 2606.94 ms [2021-01-21 14:50:02 main:574] : INFO : Epoch 946 | loss: 0.03119 | val_loss: 0.0311895 | Time: 2641.65 ms [2021-01-21 14:50:05 main:574] : INFO : Epoch 947 | loss: 0.0311901 | val_loss: 0.0311885 | Time: 2663.81 ms [2021-01-21 14:50:07 main:574] : INFO : Epoch 948 | loss: 0.0311883 | val_loss: 0.0311875 | Time: 2620.63 ms [2021-01-21 14:50:10 main:574] : INFO : Epoch 949 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 2560.27 ms [2021-01-21 14:50:13 main:574] : INFO : Epoch 950 | loss: 0.0311894 | val_loss: 0.0311879 | Time: 2588.79 ms [2021-01-21 14:50:15 main:574] : INFO : Epoch 951 | loss: 0.03119 | val_loss: 0.0311884 | Time: 2648.48 ms [2021-01-21 14:50:18 main:574] : INFO : Epoch 952 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 2644.07 ms [2021-01-21 14:50:21 main:574] : INFO : Epoch 953 | loss: 0.031189 | val_loss: 0.031187 | Time: 2689.14 ms [2021-01-21 14:50:23 main:574] : INFO : Epoch 954 | loss: 0.0311892 | val_loss: 0.031195 | Time: 2597.35 ms [2021-01-21 14:50:26 main:574] : INFO : Epoch 955 | loss: 0.031191 | val_loss: 0.0311864 | Time: 2643.23 ms [2021-01-21 14:50:29 main:574] : INFO : Epoch 956 | loss: 0.031189 | val_loss: 0.031191 | Time: 2730.21 ms [2021-01-21 14:50:31 main:574] : INFO : Epoch 957 | loss: 0.0311881 | val_loss: 0.0311858 | Time: 2525.31 ms [2021-01-21 14:50:34 main:574] : INFO : Epoch 958 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 2592.06 ms [2021-01-21 14:50:37 main:574] : INFO : Epoch 959 | loss: 0.031186 | val_loss: 0.031187 | Time: 2554.12 ms [2021-01-21 14:50:39 main:574] : INFO : Epoch 960 | loss: 0.0311892 | val_loss: 0.0311901 | Time: 2567.81 ms [2021-01-21 14:50:42 main:574] : INFO : Epoch 961 | loss: 0.0311908 | val_loss: 0.0311873 | Time: 2557.76 ms [2021-01-21 14:50:44 main:574] : INFO : Epoch 962 | loss: 0.0311891 | val_loss: 0.0311845 | Time: 2621.34 ms [2021-01-21 14:50:47 main:574] : INFO : Epoch 963 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 2664.03 ms [2021-01-21 14:50:50 main:574] : INFO : Epoch 964 | loss: 0.0311885 | val_loss: 0.0311857 | Time: 2657.62 ms [2021-01-21 14:50:52 main:574] : INFO : Epoch 965 | loss: 0.0311877 | val_loss: 0.0311852 | Time: 2591.17 ms [2021-01-21 14:50:55 main:574] : INFO : Epoch 966 | loss: 0.0311862 | val_loss: 0.031185 | Time: 2463.94 ms [2021-01-21 14:50:58 main:574] : INFO : Epoch 967 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 2574.61 ms [2021-01-21 14:51:00 main:574] : INFO : Epoch 968 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 2574.67 ms [2021-01-21 14:51:03 main:574] : INFO : Epoch 969 | loss: 0.0311869 | val_loss: 0.0311859 | Time: 2592.17 ms [2021-01-21 14:51:05 main:574] : INFO : Epoch 970 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 2615.25 ms [2021-01-21 14:51:08 main:574] : INFO : Epoch 971 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2524.26 ms [2021-01-21 14:51:11 main:574] : INFO : Epoch 972 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 2590.6 ms [2021-01-21 14:51:13 main:574] : INFO : Epoch 973 | loss: 0.0311865 | val_loss: 0.0311862 | Time: 2485.74 ms [2021-01-21 14:51:16 main:574] : INFO : Epoch 974 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 2630.63 ms [2021-01-21 14:51:19 main:574] : INFO : Epoch 975 | loss: 0.031186 | val_loss: 0.0311869 | Time: 2559.84 ms [2021-01-21 14:51:21 main:574] : INFO : Epoch 976 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 2640.07 ms [2021-01-21 14:51:24 main:574] : INFO : Epoch 977 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 2603.53 ms [2021-01-21 14:51:27 main:574] : INFO : Epoch 978 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 2602.77 ms [2021-01-21 14:51:29 main:574] : INFO : Epoch 979 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 2626.31 ms [2021-01-21 14:51:32 main:574] : INFO : Epoch 980 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 2537.64 ms [2021-01-21 14:51:34 main:574] : INFO : Epoch 981 | loss: 0.031186 | val_loss: 0.0311875 | Time: 2568.58 ms [2021-01-21 14:51:37 main:574] : INFO : Epoch 982 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 2477.67 ms [2021-01-21 14:51:40 main:574] : INFO : Epoch 983 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 2533.77 ms [2021-01-21 14:51:42 main:574] : INFO : Epoch 984 | loss: 0.03119 | val_loss: 0.0311962 | Time: 2642.83 ms [2021-01-21 14:51:45 main:574] : INFO : Epoch 985 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2627.21 ms [2021-01-21 14:51:47 main:574] : INFO : Epoch 986 | loss: 0.0311841 | val_loss: 0.031186 | Time: 2520.63 ms [2021-01-21 14:51:50 main:574] : INFO : Epoch 987 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 2553.74 ms [2021-01-21 14:51:53 main:574] : INFO : Epoch 988 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 2498.27 ms [2021-01-21 14:51:55 main:574] : INFO : Epoch 989 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 2593.29 ms [2021-01-21 14:51:58 main:574] : INFO : Epoch 990 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 2529.5 ms [2021-01-21 14:52:00 main:574] : INFO : Epoch 991 | loss: 0.0311832 | val_loss: 0.031184 | Time: 2587.31 ms [2021-01-21 14:52:03 main:574] : INFO : Epoch 992 | loss: 0.0311816 | val_loss: 0.031185 | Time: 2529.69 ms [2021-01-21 14:52:06 main:574] : INFO : Epoch 993 | loss: 0.0311847 | val_loss: 0.031187 | Time: 2581.73 ms [2021-01-21 14:52:08 main:574] : INFO : Epoch 994 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 2503.84 ms [2021-01-21 14:52:11 main:574] : INFO : Epoch 995 | loss: 0.0311877 | val_loss: 0.031221 | Time: 2567.36 ms [2021-01-21 14:52:13 main:574] : INFO : Epoch 996 | loss: 0.0312112 | val_loss: 0.0311889 | Time: 2530.48 ms [2021-01-21 14:52:16 main:574] : INFO : Epoch 997 | loss: 0.031188 | val_loss: 0.0311873 | Time: 2562.08 ms [2021-01-21 14:52:19 main:574] : INFO : Epoch 998 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 2584 ms [2021-01-21 14:52:21 main:574] : INFO : Epoch 999 | loss: 0.0311827 | val_loss: 0.0311838 | Time: 2611.3 ms [2021-01-21 14:52:24 main:574] : INFO : Epoch 1000 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 2552.21 ms [2021-01-21 14:52:27 main:574] : INFO : Epoch 1001 | loss: 0.031182 | val_loss: 0.0311829 | Time: 2615.76 ms [2021-01-21 14:52:29 main:574] : INFO : Epoch 1002 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2642.9 ms [2021-01-21 14:52:32 main:574] : INFO : Epoch 1003 | loss: 0.0311843 | val_loss: 0.0311889 | Time: 2634.93 ms [2021-01-21 14:52:34 main:574] : INFO : Epoch 1004 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 2525.55 ms [2021-01-21 14:52:37 main:574] : INFO : Epoch 1005 | loss: 0.0311835 | val_loss: 0.0311863 | Time: 2601.46 ms [2021-01-21 14:52:40 main:574] : INFO : Epoch 1006 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 2661.74 ms [2021-01-21 14:52:42 main:574] : INFO : Epoch 1007 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2610.95 ms [2021-01-21 14:52:45 main:574] : INFO : Epoch 1008 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 2638.71 ms [2021-01-21 14:52:48 main:574] : INFO : Epoch 1009 | loss: 0.0311824 | val_loss: 0.0311834 | Time: 2623.06 ms [2021-01-21 14:52:50 main:574] : INFO : Epoch 1010 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 2526.88 ms [2021-01-21 14:52:53 main:574] : INFO : Epoch 1011 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 2610.33 ms [2021-01-21 14:52:56 main:574] : INFO : Epoch 1012 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 2610.26 ms [2021-01-21 14:52:58 main:574] : INFO : Epoch 1013 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 2570.13 ms [2021-01-21 14:53:01 main:574] : INFO : Epoch 1014 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 2580.3 ms [2021-01-21 14:53:04 main:574] : INFO : Epoch 1015 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 2552.54 ms [2021-01-21 14:53:06 main:574] : INFO : Epoch 1016 | loss: 0.0311832 | val_loss: 0.0311846 | Time: 2501.01 ms [2021-01-21 14:53:09 main:574] : INFO : Epoch 1017 | loss: 0.0311821 | val_loss: 0.0311862 | Time: 2612.62 ms [2021-01-21 14:53:11 main:574] : INFO : Epoch 1018 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 2558.88 ms [2021-01-21 14:53:14 main:574] : INFO : Epoch 1019 | loss: 0.031197 | val_loss: 0.0311944 | Time: 2672.97 ms [2021-01-21 14:53:17 main:574] : INFO : Epoch 1020 | loss: 0.0311961 | val_loss: 0.0311923 | Time: 2499.39 ms [2021-01-21 14:53:19 main:574] : INFO : Epoch 1021 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 2596.43 ms [2021-01-21 14:53:22 main:574] : INFO : Epoch 1022 | loss: 0.031192 | val_loss: 0.0311957 | Time: 2558.5 ms [2021-01-21 14:53:25 main:574] : INFO : Epoch 1023 | loss: 0.0311923 | val_loss: 0.0311863 | Time: 2658.41 ms [2021-01-21 14:53:27 main:574] : INFO : Epoch 1024 | loss: 0.0311889 | val_loss: 0.0311885 | Time: 2503.08 ms [2021-01-21 14:53:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311885 [2021-01-21 14:53:27 main:603] : INFO : Saving end state to config to file [2021-01-21 14:53:27 main:608] : INFO : Success, exiting.. 14:53:27 (17052): 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)