Task 3045879
| Name | ParityMachine-1605115820-13225-2_2 |
| Workunit | 1339402 |
| Created | 23 Nov 2020, 20:33:56 UTC |
| Sent | 23 Nov 2020, 20:50:56 UTC |
| Report deadline | 30 Nov 2020, 20:50:56 UTC |
| Received | 25 Nov 2020, 13:04:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 46 min 54 sec |
| CPU time | 45 min 32 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 514 | loss: 0.0311508 | val_loss: 0.0311727 | Time: 2638.95 ms [2020-11-25 13:40:50 main:574] : INFO : Epoch 515 | loss: 0.0311513 | val_loss: 0.0311694 | Time: 2657.4 ms [2020-11-25 13:40:53 main:574] : INFO : Epoch 516 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 2651.54 ms [2020-11-25 13:40:56 main:574] : INFO : Epoch 517 | loss: 0.0311476 | val_loss: 0.0311712 | Time: 2659.03 ms [2020-11-25 13:40:59 main:574] : INFO : Epoch 518 | loss: 0.0311461 | val_loss: 0.0311686 | Time: 2707.14 ms [2020-11-25 13:41:01 main:574] : INFO : Epoch 519 | loss: 0.0311464 | val_loss: 0.0311678 | Time: 2695.39 ms [2020-11-25 13:41:04 main:574] : INFO : Epoch 520 | loss: 0.0311497 | val_loss: 0.0311743 | Time: 2686.15 ms [2020-11-25 13:41:07 main:574] : INFO : Epoch 521 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 2727.88 ms [2020-11-25 13:41:10 main:574] : INFO : Epoch 522 | loss: 0.0311448 | val_loss: 0.0311736 | Time: 2963.49 ms [2020-11-25 13:41:13 main:574] : INFO : Epoch 523 | loss: 0.031145 | val_loss: 0.0311709 | Time: 2659.25 ms [2020-11-25 13:41:15 main:574] : INFO : Epoch 524 | loss: 0.0311476 | val_loss: 0.0311709 | Time: 2613.85 ms [2020-11-25 13:41:18 main:574] : INFO : Epoch 525 | loss: 0.0311467 | val_loss: 0.031173 | Time: 2607.1 ms [2020-11-25 13:41:21 main:574] : INFO : Epoch 526 | loss: 0.0311463 | val_loss: 0.0311732 | Time: 2680.92 ms [2020-11-25 13:41:23 main:574] : INFO : Epoch 527 | loss: 0.0311477 | val_loss: 0.031181 | Time: 2644.11 ms [2020-11-25 13:41:26 main:574] : INFO : Epoch 528 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 2676.74 ms [2020-11-25 13:41:29 main:574] : INFO : Epoch 529 | loss: 0.0311449 | val_loss: 0.0311691 | Time: 2689.45 ms [2020-11-25 13:41:32 main:574] : INFO : Epoch 530 | loss: 0.0311432 | val_loss: 0.03117 | Time: 2753.32 ms [2020-11-25 13:41:34 main:574] : INFO : Epoch 531 | loss: 0.0311449 | val_loss: 0.0311689 | Time: 2708.97 ms [2020-11-25 13:41:37 main:574] : INFO : Epoch 532 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 2615.15 ms [2020-11-25 13:41:40 main:574] : INFO : Epoch 533 | loss: 0.0311419 | val_loss: 0.0311728 | Time: 2672.29 ms [2020-11-25 13:41:42 main:574] : INFO : Epoch 534 | loss: 0.031143 | val_loss: 0.0311719 | Time: 2664.43 ms [2020-11-25 13:41:45 main:574] : INFO : Epoch 535 | loss: 0.0311432 | val_loss: 0.0311718 | Time: 2650.05 ms [2020-11-25 13:41:48 main:574] : INFO : Epoch 536 | loss: 0.0311437 | val_loss: 0.0311706 | Time: 2582.58 ms [2020-11-25 13:41:50 main:574] : INFO : Epoch 537 | loss: 0.0311419 | val_loss: 0.0311721 | Time: 2623.52 ms [2020-11-25 13:41:53 main:574] : INFO : Epoch 538 | loss: 0.031143 | val_loss: 0.031168 | Time: 2652.9 ms [2020-11-25 13:41:56 main:574] : INFO : Epoch 539 | loss: 0.0311415 | val_loss: 0.0311727 | Time: 2659.45 ms [2020-11-25 13:41:59 main:574] : INFO : Epoch 540 | loss: 0.0311413 | val_loss: 0.031173 | Time: 2628.62 ms [2020-11-25 13:42:02 main:574] : INFO : Epoch 541 | loss: 0.0311424 | val_loss: 0.0311712 | Time: 2973.86 ms [2020-11-25 13:42:04 main:574] : INFO : Epoch 542 | loss: 0.0311429 | val_loss: 0.0311709 | Time: 2822.31 ms [2020-11-25 13:42:07 main:574] : INFO : Epoch 543 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 2666.04 ms [2020-11-25 13:42:10 main:574] : INFO : Epoch 544 | loss: 0.0311453 | val_loss: 0.0311719 | Time: 2675.8 ms [2020-11-25 13:42:13 main:574] : INFO : Epoch 545 | loss: 0.0311431 | val_loss: 0.0311689 | Time: 2662.55 ms [2020-11-25 13:42:15 main:574] : INFO : Epoch 546 | loss: 0.0311417 | val_loss: 0.031168 | Time: 2696.89 ms [2020-11-25 13:42:18 main:574] : INFO : Epoch 547 | loss: 0.0311391 | val_loss: 0.03117 | Time: 2676.52 ms [2020-11-25 13:42:21 main:574] : INFO : Epoch 548 | loss: 0.0311391 | val_loss: 0.0311748 | Time: 2659.78 ms [2020-11-25 13:42:23 main:574] : INFO : Epoch 549 | loss: 0.0311425 | val_loss: 0.0311704 | Time: 2657.73 ms [2020-11-25 13:42:26 main:574] : INFO : Epoch 550 | loss: 0.0311419 | val_loss: 0.0311702 | Time: 2665.06 ms [2020-11-25 13:42:29 main:574] : INFO : Epoch 551 | loss: 0.0311477 | val_loss: 0.0311693 | Time: 2614.42 ms [2020-11-25 13:42:32 main:574] : INFO : Epoch 552 | loss: 0.0311453 | val_loss: 0.0311737 | Time: 2658.12 ms [2020-11-25 13:42:34 main:574] : INFO : Epoch 553 | loss: 0.0311453 | val_loss: 0.0311692 | Time: 2746.84 ms [2020-11-25 13:42:37 main:574] : INFO : Epoch 554 | loss: 0.0311468 | val_loss: 0.0311711 | Time: 2714.03 ms [2020-11-25 13:42:40 main:574] : INFO : Epoch 555 | loss: 0.0311454 | val_loss: 0.031172 | Time: 2605.82 ms [2020-11-25 13:42:42 main:574] : INFO : Epoch 556 | loss: 0.0311427 | val_loss: 0.0311695 | Time: 2648.28 ms [2020-11-25 13:42:45 main:574] : INFO : Epoch 557 | loss: 0.0311458 | val_loss: 0.0311731 | Time: 2652.04 ms [2020-11-25 13:42:48 main:574] : INFO : Epoch 558 | loss: 0.0311489 | val_loss: 0.0311765 | Time: 2641.14 ms [2020-11-25 13:42:51 main:574] : INFO : Epoch 559 | loss: 0.0311403 | val_loss: 0.0311692 | Time: 2628.08 ms [2020-11-25 13:42:53 main:574] : INFO : Epoch 560 | loss: 0.0311415 | val_loss: 0.031172 | Time: 2628.45 ms [2020-11-25 13:42:56 main:574] : INFO : Epoch 561 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 2656.61 ms [2020-11-25 13:42:59 main:574] : INFO : Epoch 562 | loss: 0.0311391 | val_loss: 0.0311715 | Time: 2732.66 ms [2020-11-25 13:43:01 main:574] : INFO : Epoch 563 | loss: 0.0311404 | val_loss: 0.0311752 | Time: 2695.84 ms [2020-11-25 13:43:04 main:574] : INFO : Epoch 564 | loss: 0.031141 | val_loss: 0.03117 | Time: 2659.11 ms [2020-11-25 13:43:07 main:574] : INFO : Epoch 565 | loss: 0.0311406 | val_loss: 0.0311695 | Time: 2612.6 ms [2020-11-25 13:43:09 main:574] : INFO : Epoch 566 | loss: 0.0311398 | val_loss: 0.0311754 | Time: 2633.09 ms [2020-11-25 13:43:12 main:574] : INFO : Epoch 567 | loss: 0.0311389 | val_loss: 0.0311717 | Time: 2608.75 ms [2020-11-25 13:43:15 main:574] : INFO : Epoch 568 | loss: 0.0311379 | val_loss: 0.0311725 | Time: 2632 ms [2020-11-25 13:43:18 main:574] : INFO : Epoch 569 | loss: 0.0311384 | val_loss: 0.0311722 | Time: 2695.79 ms [2020-11-25 13:43:21 main:574] : INFO : Epoch 570 | loss: 0.0311421 | val_loss: 0.0311763 | Time: 2815.95 ms [2020-11-25 13:43:23 main:574] : INFO : Epoch 571 | loss: 0.0311401 | val_loss: 0.0311749 | Time: 2642.3 ms [2020-11-25 13:43:26 main:574] : INFO : Epoch 572 | loss: 0.0311395 | val_loss: 0.0311733 | Time: 2688.95 ms [2020-11-25 13:43:29 main:574] : INFO : Epoch 573 | loss: 0.0311405 | val_loss: 0.0311754 | Time: 2641.69 ms [2020-11-25 13:43:31 main:574] : INFO : Epoch 574 | loss: 0.0311385 | val_loss: 0.03118 | Time: 2574.45 ms [2020-11-25 13:43:34 main:574] : INFO : Epoch 575 | loss: 0.0311363 | val_loss: 0.031174 | Time: 2645.19 ms [2020-11-25 13:43:37 main:574] : INFO : Epoch 576 | loss: 0.0311352 | val_loss: 0.0311733 | Time: 2715.12 ms [2020-11-25 13:43:40 main:574] : INFO : Epoch 577 | loss: 0.0311361 | val_loss: 0.031174 | Time: 2706.28 ms [2020-11-25 13:43:42 main:574] : INFO : Epoch 578 | loss: 0.0311419 | val_loss: 0.0311696 | Time: 2669.61 ms [2020-11-25 13:43:45 main:574] : INFO : Epoch 579 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 2724.85 ms [2020-11-25 13:43:48 main:574] : INFO : Epoch 580 | loss: 0.0311526 | val_loss: 0.0311698 | Time: 2642.41 ms [2020-11-25 13:43:50 main:574] : INFO : Epoch 581 | loss: 0.0311517 | val_loss: 0.03117 | Time: 2648.89 ms [2020-11-25 13:43:53 main:574] : INFO : Epoch 582 | loss: 0.0311491 | val_loss: 0.0311679 | Time: 2742.94 ms [2020-11-25 13:43:56 main:574] : INFO : Epoch 583 | loss: 0.0311485 | val_loss: 0.0311683 | Time: 2712.48 ms [2020-11-25 13:43:59 main:574] : INFO : Epoch 584 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 2668.72 ms [2020-11-25 13:44:01 main:574] : INFO : Epoch 585 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 2663.6 ms [2020-11-25 13:44:04 main:574] : INFO : Epoch 586 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 2678.86 ms [2020-11-25 13:44:07 main:574] : INFO : Epoch 587 | loss: 0.0311449 | val_loss: 0.0311686 | Time: 2736.17 ms [2020-11-25 13:44:10 main:574] : INFO : Epoch 588 | loss: 0.0311438 | val_loss: 0.0311683 | Time: 2678.27 ms [2020-11-25 13:44:12 main:574] : INFO : Epoch 589 | loss: 0.031142 | val_loss: 0.0311723 | Time: 2647.55 ms [2020-11-25 13:44:15 main:574] : INFO : Epoch 590 | loss: 0.0311434 | val_loss: 0.031168 | Time: 2651.97 ms [2020-11-25 13:44:18 main:574] : INFO : Epoch 591 | loss: 0.0311452 | val_loss: 0.0311702 | Time: 2598.74 ms [2020-11-25 13:44:20 main:574] : INFO : Epoch 592 | loss: 0.0311453 | val_loss: 0.0311699 | Time: 2646.49 ms [2020-11-25 13:44:23 main:574] : INFO : Epoch 593 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 2716.66 ms [2020-11-25 13:44:26 main:574] : INFO : Epoch 594 | loss: 0.0311431 | val_loss: 0.031171 | Time: 2590.13 ms [2020-11-25 13:44:28 main:574] : INFO : Epoch 595 | loss: 0.0311471 | val_loss: 0.0311715 | Time: 2605.28 ms [2020-11-25 13:44:31 main:574] : INFO : Epoch 596 | loss: 0.0311445 | val_loss: 0.0311771 | Time: 2582.86 ms [2020-11-25 13:44:34 main:574] : INFO : Epoch 597 | loss: 0.0311453 | val_loss: 0.0311733 | Time: 2653.46 ms [2020-11-25 13:44:36 main:574] : INFO : Epoch 598 | loss: 0.0311435 | val_loss: 0.0311709 | Time: 2645.86 ms [2020-11-25 13:44:39 main:574] : INFO : Epoch 599 | loss: 0.0311428 | val_loss: 0.0311757 | Time: 2671.86 ms [2020-11-25 13:44:42 main:574] : INFO : Epoch 600 | loss: 0.0311406 | val_loss: 0.0311735 | Time: 2661.74 ms [2020-11-25 13:44:45 main:574] : INFO : Epoch 601 | loss: 0.0311394 | val_loss: 0.0311694 | Time: 2624.26 ms [2020-11-25 13:44:47 main:574] : INFO : Epoch 602 | loss: 0.0311396 | val_loss: 0.0311758 | Time: 2677.52 ms [2020-11-25 13:44:50 main:574] : INFO : Epoch 603 | loss: 0.0311411 | val_loss: 0.0311717 | Time: 2656.5 ms [2020-11-25 13:44:53 main:574] : INFO : Epoch 604 | loss: 0.0311419 | val_loss: 0.0311755 | Time: 2683.55 ms [2020-11-25 13:44:55 main:574] : INFO : Epoch 605 | loss: 0.0311382 | val_loss: 0.0311739 | Time: 2633.42 ms [2020-11-25 13:44:58 main:574] : INFO : Epoch 606 | loss: 0.0311382 | val_loss: 0.0311748 | Time: 2637.51 ms [2020-11-25 13:45:01 main:574] : INFO : Epoch 607 | loss: 0.0311382 | val_loss: 0.0311759 | Time: 2616.41 ms [2020-11-25 13:45:03 main:574] : INFO : Epoch 608 | loss: 0.0311391 | val_loss: 0.0311718 | Time: 2604.29 ms [2020-11-25 13:45:06 main:574] : INFO : Epoch 609 | loss: 0.0311411 | val_loss: 0.0311784 | Time: 2702.44 ms [2020-11-25 13:45:09 main:574] : INFO : Epoch 610 | loss: 0.0311365 | val_loss: 0.0311732 | Time: 2705.77 ms [2020-11-25 13:45:12 main:574] : INFO : Epoch 611 | loss: 0.0311366 | val_loss: 0.0311776 | Time: 2622.58 ms [2020-11-25 13:45:14 main:574] : INFO : Epoch 612 | loss: 0.0311384 | val_loss: 0.0311734 | Time: 2639.82 ms [2020-11-25 13:45:17 main:574] : INFO : Epoch 613 | loss: 0.0311394 | val_loss: 0.031174 | Time: 2602.65 ms [2020-11-25 13:45:20 main:574] : INFO : Epoch 614 | loss: 0.031141 | val_loss: 0.0311755 | Time: 2639.86 ms [2020-11-25 13:45:22 main:574] : INFO : Epoch 615 | loss: 0.0311419 | val_loss: 0.0311752 | Time: 2653.9 ms [2020-11-25 13:45:25 main:574] : INFO : Epoch 616 | loss: 0.0311391 | val_loss: 0.0311776 | Time: 2693.32 ms [2020-11-25 13:45:28 main:574] : INFO : Epoch 617 | loss: 0.0311406 | val_loss: 0.03118 | Time: 2654.32 ms [2020-11-25 13:45:30 main:574] : INFO : Epoch 618 | loss: 0.0311388 | val_loss: 0.0311745 | Time: 2622.5 ms [2020-11-25 13:45:33 main:574] : INFO : Epoch 619 | loss: 0.0311417 | val_loss: 0.0311944 | Time: 2580.65 ms [2020-11-25 13:45:36 main:574] : INFO : Epoch 620 | loss: 0.0311542 | val_loss: 0.0311761 | Time: 2601.97 ms [2020-11-25 13:45:38 main:574] : INFO : Epoch 621 | loss: 0.0311467 | val_loss: 0.0311774 | Time: 2605.94 ms [2020-11-25 13:45:41 main:574] : INFO : Epoch 622 | loss: 0.0311431 | val_loss: 0.0311717 | Time: 2714.32 ms [2020-11-25 13:45:44 main:574] : INFO : Epoch 623 | loss: 0.0311417 | val_loss: 0.0311776 | Time: 2710.3 ms [2020-11-25 13:45:46 main:574] : INFO : Epoch 624 | loss: 0.0311415 | val_loss: 0.0311734 | Time: 2591.57 ms [2020-11-25 13:45:49 main:574] : INFO : Epoch 625 | loss: 0.031141 | val_loss: 0.0311741 | Time: 2639.9 ms [2020-11-25 13:45:52 main:574] : INFO : Epoch 626 | loss: 0.0311418 | val_loss: 0.0311833 | Time: 2657.89 ms [2020-11-25 13:45:54 main:574] : INFO : Epoch 627 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 2634.59 ms [2020-11-25 13:45:57 main:574] : INFO : Epoch 628 | loss: 0.0311401 | val_loss: 0.0311728 | Time: 2681.49 ms [2020-11-25 13:46:00 main:574] : INFO : Epoch 629 | loss: 0.0311382 | val_loss: 0.0311742 | Time: 2655.65 ms [2020-11-25 13:46:03 main:574] : INFO : Epoch 630 | loss: 0.03114 | val_loss: 0.0311794 | Time: 2607.53 ms [2020-11-25 13:46:05 main:574] : INFO : Epoch 631 | loss: 0.0311407 | val_loss: 0.0311745 | Time: 2634.39 ms [2020-11-25 13:46:08 main:574] : INFO : Epoch 632 | loss: 0.031139 | val_loss: 0.0311748 | Time: 2637.31 ms [2020-11-25 13:46:11 main:574] : INFO : Epoch 633 | loss: 0.0311366 | val_loss: 0.0311716 | Time: 2575.51 ms [2020-11-25 13:46:13 main:574] : INFO : Epoch 634 | loss: 0.031136 | val_loss: 0.0311809 | Time: 2625.4 ms [2020-11-25 13:46:16 main:574] : INFO : Epoch 635 | loss: 0.0311361 | val_loss: 0.0311772 | Time: 2724.93 ms [2020-11-25 13:46:19 main:574] : INFO : Epoch 636 | loss: 0.0311363 | val_loss: 0.031176 | Time: 2685.1 ms [2020-11-25 13:46:21 main:574] : INFO : Epoch 637 | loss: 0.0311351 | val_loss: 0.0311842 | Time: 2663.75 ms [2020-11-25 13:46:24 main:574] : INFO : Epoch 638 | loss: 0.0311365 | val_loss: 0.0311794 | Time: 2634.97 ms [2020-11-25 13:46:27 main:574] : INFO : Epoch 639 | loss: 0.0311334 | val_loss: 0.0311755 | Time: 2636.02 ms [2020-11-25 13:46:29 main:574] : INFO : Epoch 640 | loss: 0.0311348 | val_loss: 0.0311771 | Time: 2614.27 ms [2020-11-25 13:46:32 main:574] : INFO : Epoch 641 | loss: 0.0311349 | val_loss: 0.0311757 | Time: 2664.06 ms [2020-11-25 13:46:35 main:574] : INFO : Epoch 642 | loss: 0.0311347 | val_loss: 0.0311775 | Time: 2687.74 ms [2020-11-25 13:46:37 main:574] : INFO : Epoch 643 | loss: 0.0311346 | val_loss: 0.0311771 | Time: 2559.04 ms [2020-11-25 13:46:40 main:574] : INFO : Epoch 644 | loss: 0.0311332 | val_loss: 0.0311787 | Time: 2641.88 ms [2020-11-25 13:46:43 main:574] : INFO : Epoch 645 | loss: 0.0311346 | val_loss: 0.0311791 | Time: 2609.13 ms [2020-11-25 13:46:45 main:574] : INFO : Epoch 646 | loss: 0.0311363 | val_loss: 0.0311793 | Time: 2601.04 ms [2020-11-25 13:46:48 main:574] : INFO : Epoch 647 | loss: 0.0311374 | val_loss: 0.0311743 | Time: 2629.32 ms [2020-11-25 13:46:51 main:574] : INFO : Epoch 648 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 2692.99 ms [2020-11-25 13:46:54 main:574] : INFO : Epoch 649 | loss: 0.0311521 | val_loss: 0.0311736 | Time: 2633.61 ms [2020-11-25 13:46:56 main:574] : INFO : Epoch 650 | loss: 0.0311485 | val_loss: 0.0311756 | Time: 2682.35 ms [2020-11-25 13:46:59 main:574] : INFO : Epoch 651 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 2597.01 ms [2020-11-25 13:47:02 main:574] : INFO : Epoch 652 | loss: 0.0311425 | val_loss: 0.0311715 | Time: 2645.83 ms [2020-11-25 13:47:04 main:574] : INFO : Epoch 653 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 2663.12 ms [2020-11-25 13:47:07 main:574] : INFO : Epoch 654 | loss: 0.0311405 | val_loss: 0.031173 | Time: 2602.01 ms [2020-11-25 13:47:10 main:574] : INFO : Epoch 655 | loss: 0.031141 | val_loss: 0.0311715 | Time: 2656.79 ms [2020-11-25 13:47:12 main:574] : INFO : Epoch 656 | loss: 0.0311422 | val_loss: 0.031172 | Time: 2627.17 ms [2020-11-25 13:47:15 main:574] : INFO : Epoch 657 | loss: 0.0311389 | val_loss: 0.0311725 | Time: 2630.54 ms [2020-11-25 13:47:18 main:574] : INFO : Epoch 658 | loss: 0.0311355 | val_loss: 0.031175 | Time: 2617.09 ms [2020-11-25 13:47:20 main:574] : INFO : Epoch 659 | loss: 0.0311346 | val_loss: 0.031177 | Time: 2609.33 ms [2020-11-25 13:47:23 main:574] : INFO : Epoch 660 | loss: 0.0311372 | val_loss: 0.0311768 | Time: 2661.39 ms [2020-11-25 13:47:26 main:574] : INFO : Epoch 661 | loss: 0.0311364 | val_loss: 0.0311795 | Time: 2596.29 ms [2020-11-25 13:47:28 main:574] : INFO : Epoch 662 | loss: 0.0311384 | val_loss: 0.031179 | Time: 2605.24 ms [2020-11-25 13:47:31 main:574] : INFO : Epoch 663 | loss: 0.0311354 | val_loss: 0.0311757 | Time: 2655.12 ms [2020-11-25 13:47:34 main:574] : INFO : Epoch 664 | loss: 0.031135 | val_loss: 0.0311827 | Time: 2698.3 ms [2020-11-25 13:47:36 main:574] : INFO : Epoch 665 | loss: 0.031135 | val_loss: 0.0311759 | Time: 2654.59 ms [2020-11-25 13:47:39 main:574] : INFO : Epoch 666 | loss: 0.0311388 | val_loss: 0.0311755 | Time: 2602.11 ms [2020-11-25 13:47:42 main:574] : INFO : Epoch 667 | loss: 0.0311368 | val_loss: 0.0311741 | Time: 2658.25 ms [2020-11-25 13:47:44 main:574] : INFO : Epoch 668 | loss: 0.0311351 | val_loss: 0.0311801 | Time: 2599.75 ms [2020-11-25 13:47:47 main:574] : INFO : Epoch 669 | loss: 0.0311342 | val_loss: 0.0311774 | Time: 2627.76 ms [2020-11-25 13:47:50 main:574] : INFO : Epoch 670 | loss: 0.0311333 | val_loss: 0.0311757 | Time: 2713.2 ms [2020-11-25 13:47:53 main:574] : INFO : Epoch 671 | loss: 0.0311336 | val_loss: 0.031176 | Time: 2698.25 ms [2020-11-25 13:47:55 main:574] : INFO : Epoch 672 | loss: 0.0311352 | val_loss: 0.0311837 | Time: 2706.49 ms [2020-11-25 13:47:58 main:574] : INFO : Epoch 673 | loss: 0.0311393 | val_loss: 0.0311791 | Time: 2819.21 ms [2020-11-25 13:48:01 main:574] : INFO : Epoch 674 | loss: 0.0311362 | val_loss: 0.031176 | Time: 2762.37 ms [2020-11-25 13:48:04 main:574] : INFO : Epoch 675 | loss: 0.0311353 | val_loss: 0.0311812 | Time: 2588.56 ms [2020-11-25 13:48:06 main:574] : INFO : Epoch 676 | loss: 0.0311341 | val_loss: 0.0311801 | Time: 2643.92 ms [2020-11-25 13:48:09 main:574] : INFO : Epoch 677 | loss: 0.0311312 | val_loss: 0.0311765 | Time: 2675.13 ms [2020-11-25 13:48:12 main:574] : INFO : Epoch 678 | loss: 0.0311328 | val_loss: 0.0311787 | Time: 2704.86 ms [2020-11-25 13:48:15 main:574] : INFO : Epoch 679 | loss: 0.0311348 | val_loss: 0.0311783 | Time: 2756.58 ms [2020-11-25 13:48:17 main:574] : INFO : Epoch 680 | loss: 0.0311347 | val_loss: 0.031175 | Time: 2656.65 ms [2020-11-25 13:48:20 main:574] : INFO : Epoch 681 | loss: 0.0311341 | val_loss: 0.0311777 | Time: 2655.14 ms [2020-11-25 13:48:23 main:574] : INFO : Epoch 682 | loss: 0.0311334 | val_loss: 0.031179 | Time: 2645.36 ms [2020-11-25 13:48:25 main:574] : INFO : Epoch 683 | loss: 0.0311298 | val_loss: 0.0311803 | Time: 2657.38 ms [2020-11-25 13:48:28 main:574] : INFO : Epoch 684 | loss: 0.0311327 | val_loss: 0.0311766 | Time: 2818.75 ms [2020-11-25 13:48:31 main:574] : INFO : Epoch 685 | loss: 0.0311349 | val_loss: 0.0311787 | Time: 2724.1 ms [2020-11-25 13:48:34 main:574] : INFO : Epoch 686 | loss: 0.0311336 | val_loss: 0.0311797 | Time: 2650.94 ms [2020-11-25 13:48:36 main:574] : INFO : Epoch 687 | loss: 0.031132 | val_loss: 0.031177 | Time: 2639.03 ms [2020-11-25 13:48:39 main:574] : INFO : Epoch 688 | loss: 0.0311328 | val_loss: 0.0311862 | Time: 2683.67 ms [2020-11-25 13:48:42 main:574] : INFO : Epoch 689 | loss: 0.031133 | val_loss: 0.0311813 | Time: 2676.41 ms [2020-11-25 13:48:45 main:574] : INFO : Epoch 690 | loss: 0.0311314 | val_loss: 0.0311777 | Time: 2640.99 ms [2020-11-25 13:48:47 main:574] : INFO : Epoch 691 | loss: 0.0311329 | val_loss: 0.0311792 | Time: 2625.36 ms [2020-11-25 13:48:50 main:574] : INFO : Epoch 692 | loss: 0.0311338 | val_loss: 0.0311781 | Time: 2697.51 ms [2020-11-25 13:48:53 main:574] : INFO : Epoch 693 | loss: 0.0311382 | val_loss: 0.0311827 | Time: 2628.04 ms [2020-11-25 13:48:55 main:574] : INFO : Epoch 694 | loss: 0.0311322 | val_loss: 0.0311811 | Time: 2630.61 ms [2020-11-25 13:48:58 main:574] : INFO : Epoch 695 | loss: 0.0311316 | val_loss: 0.0311829 | Time: 2655.9 ms [2020-11-25 13:49:01 main:574] : INFO : Epoch 696 | loss: 0.0311302 | val_loss: 0.0311789 | Time: 2656.82 ms [2020-11-25 13:49:03 main:574] : INFO : Epoch 697 | loss: 0.0311335 | val_loss: 0.0311792 | Time: 2639.2 ms [2020-11-25 13:49:06 main:574] : INFO : Epoch 698 | loss: 0.0311327 | val_loss: 0.0311807 | Time: 2613.23 ms [2020-11-25 13:49:09 main:574] : INFO : Epoch 699 | loss: 0.0311331 | val_loss: 0.0311815 | Time: 2625.33 ms [2020-11-25 13:49:11 main:574] : INFO : Epoch 700 | loss: 0.0311307 | val_loss: 0.0311799 | Time: 2679.91 ms [2020-11-25 13:49:14 main:574] : INFO : Epoch 701 | loss: 0.0311284 | val_loss: 0.0311859 | Time: 2741.56 ms [2020-11-25 13:49:17 main:574] : INFO : Epoch 702 | loss: 0.0311319 | val_loss: 0.0311844 | Time: 2675.08 ms [2020-11-25 13:49:20 main:574] : INFO : Epoch 703 | loss: 0.0311345 | val_loss: 0.0311748 | Time: 2754.69 ms [2020-11-25 13:49:22 main:574] : INFO : Epoch 704 | loss: 0.031134 | val_loss: 0.0311826 | Time: 2678.26 ms [2020-11-25 13:49:25 main:574] : INFO : Epoch 705 | loss: 0.0311301 | val_loss: 0.0311822 | Time: 2631.15 ms [2020-11-25 13:49:28 main:574] : INFO : Epoch 706 | loss: 0.0311327 | val_loss: 0.0311774 | Time: 2612.79 ms [2020-11-25 13:49:30 main:574] : INFO : Epoch 707 | loss: 0.0311344 | val_loss: 0.0311805 | Time: 2608.74 ms [2020-11-25 13:49:33 main:574] : INFO : Epoch 708 | loss: 0.0311397 | val_loss: 0.0311789 | Time: 2639.4 ms [2020-11-25 13:49:36 main:574] : INFO : Epoch 709 | loss: 0.0311362 | val_loss: 0.0311789 | Time: 2613.43 ms [2020-11-25 13:49:38 main:574] : INFO : Epoch 710 | loss: 0.0311354 | val_loss: 0.0311778 | Time: 2643.35 ms [2020-11-25 13:49:41 main:574] : INFO : Epoch 711 | loss: 0.0311408 | val_loss: 0.0311875 | Time: 2728.6 ms [2020-11-25 13:49:44 main:574] : INFO : Epoch 712 | loss: 0.0311401 | val_loss: 0.0311838 | Time: 2673.1 ms [2020-11-25 13:49:47 main:574] : INFO : Epoch 713 | loss: 0.0311341 | val_loss: 0.0311921 | Time: 2702.89 ms [2020-11-25 13:49:49 main:574] : INFO : Epoch 714 | loss: 0.031133 | val_loss: 0.0311825 | Time: 2613.22 ms [2020-11-25 13:49:52 main:574] : INFO : Epoch 715 | loss: 0.0311318 | val_loss: 0.0311776 | Time: 2751.93 ms [2020-11-25 13:49:55 main:574] : INFO : Epoch 716 | loss: 0.0311322 | val_loss: 0.0311786 | Time: 2661.86 ms [2020-11-25 13:49:58 main:574] : INFO : Epoch 717 | loss: 0.0311299 | val_loss: 0.0311806 | Time: 2665.82 ms [2020-11-25 13:50:00 main:574] : INFO : Epoch 718 | loss: 0.0311332 | val_loss: 0.031184 | Time: 2621.68 ms [2020-11-25 13:50:03 main:574] : INFO : Epoch 719 | loss: 0.0311301 | val_loss: 0.0311797 | Time: 2641.01 ms [2020-11-25 13:50:06 main:574] : INFO : Epoch 720 | loss: 0.0311282 | val_loss: 0.0311803 | Time: 2615.46 ms [2020-11-25 13:50:08 main:574] : INFO : Epoch 721 | loss: 0.0311288 | val_loss: 0.0311789 | Time: 2644.5 ms [2020-11-25 13:50:11 main:574] : INFO : Epoch 722 | loss: 0.0311276 | val_loss: 0.031183 | Time: 2658.02 ms [2020-11-25 13:50:14 main:574] : INFO : Epoch 723 | loss: 0.0311268 | val_loss: 0.0311819 | Time: 2614.06 ms [2020-11-25 13:50:16 main:574] : INFO : Epoch 724 | loss: 0.0311296 | val_loss: 0.031184 | Time: 2631.67 ms [2020-11-25 13:50:19 main:574] : INFO : Epoch 725 | loss: 0.0311427 | val_loss: 0.031198 | Time: 2625.09 ms [2020-11-25 13:50:22 main:574] : INFO : Epoch 726 | loss: 0.0311399 | val_loss: 0.0311769 | Time: 2666.17 ms [2020-11-25 13:50:24 main:574] : INFO : Epoch 727 | loss: 0.0311337 | val_loss: 0.0311764 | Time: 2693.83 ms [2020-11-25 13:50:27 main:574] : INFO : Epoch 728 | loss: 0.0311318 | val_loss: 0.0311817 | Time: 2687.97 ms [2020-11-25 13:50:30 main:574] : INFO : Epoch 729 | loss: 0.0311294 | val_loss: 0.0311851 | Time: 2645.51 ms [2020-11-25 13:50:32 main:574] : INFO : Epoch 730 | loss: 0.0311302 | val_loss: 0.0311868 | Time: 2638.96 ms [2020-11-25 13:50:35 main:574] : INFO : Epoch 731 | loss: 0.0311286 | val_loss: 0.0311857 | Time: 2638.47 ms [2020-11-25 13:50:38 main:574] : INFO : Epoch 732 | loss: 0.0311264 | val_loss: 0.0311833 | Time: 2655.62 ms [2020-11-25 13:50:40 main:574] : INFO : Epoch 733 | loss: 0.03113 | val_loss: 0.0311773 | Time: 2621.42 ms [2020-11-25 13:50:43 main:574] : INFO : Epoch 734 | loss: 0.0311308 | val_loss: 0.0311816 | Time: 2623.91 ms [2020-11-25 13:50:46 main:574] : INFO : Epoch 735 | loss: 0.0311397 | val_loss: 0.0311747 | Time: 2645.1 ms [2020-11-25 13:50:48 main:574] : INFO : Epoch 736 | loss: 0.0311398 | val_loss: 0.031176 | Time: 2571.95 ms [2020-11-25 13:50:51 main:574] : INFO : Epoch 737 | loss: 0.0311393 | val_loss: 0.0311806 | Time: 2632.68 ms [2020-11-25 13:50:54 main:574] : INFO : Epoch 738 | loss: 0.0311357 | val_loss: 0.031179 | Time: 2665.3 ms [2020-11-25 13:50:56 main:574] : INFO : Epoch 739 | loss: 0.0311361 | val_loss: 0.0311746 | Time: 2571.18 ms [2020-11-25 13:50:59 main:574] : INFO : Epoch 740 | loss: 0.0311376 | val_loss: 0.031188 | Time: 2622.11 ms [2020-11-25 13:51:02 main:574] : INFO : Epoch 741 | loss: 0.0311354 | val_loss: 0.0311825 | Time: 2783.63 ms [2020-11-25 13:51:05 main:574] : INFO : Epoch 742 | loss: 0.0311354 | val_loss: 0.0311854 | Time: 2707.88 ms [2020-11-25 13:51:07 main:574] : INFO : Epoch 743 | loss: 0.0311329 | val_loss: 0.0311833 | Time: 2728.46 ms [2020-11-25 13:51:10 main:574] : INFO : Epoch 744 | loss: 0.0311491 | val_loss: 0.0311758 | Time: 2878.06 ms [2020-11-25 13:51:13 main:574] : INFO : Epoch 745 | loss: 0.0311468 | val_loss: 0.0311741 | Time: 2658.98 ms [2020-11-25 13:51:16 main:574] : INFO : Epoch 746 | loss: 0.0311425 | val_loss: 0.0311759 | Time: 2627.3 ms [2020-11-25 13:51:19 main:574] : INFO : Epoch 747 | loss: 0.0311398 | val_loss: 0.031176 | Time: 2688.29 ms [2020-11-25 13:51:21 main:574] : INFO : Epoch 748 | loss: 0.0311382 | val_loss: 0.031178 | Time: 2675.64 ms [2020-11-25 13:51:24 main:574] : INFO : Epoch 749 | loss: 0.0311362 | val_loss: 0.0311798 | Time: 2598.34 ms [2020-11-25 13:51:27 main:574] : INFO : Epoch 750 | loss: 0.0311325 | val_loss: 0.031179 | Time: 2612.39 ms [2020-11-25 13:51:29 main:574] : INFO : Epoch 751 | loss: 0.031133 | val_loss: 0.0311784 | Time: 2681.91 ms [2020-11-25 13:51:32 main:574] : INFO : Epoch 752 | loss: 0.0311348 | val_loss: 0.0311758 | Time: 2680.04 ms [2020-11-25 13:51:35 main:574] : INFO : Epoch 753 | loss: 0.0311313 | val_loss: 0.0311846 | Time: 2677.1 ms [2020-11-25 13:51:37 main:574] : INFO : Epoch 754 | loss: 0.0311312 | val_loss: 0.0311831 | Time: 2626.48 ms [2020-11-25 13:51:40 main:574] : INFO : Epoch 755 | loss: 0.0311344 | val_loss: 0.0311826 | Time: 2699.6 ms [2020-11-25 13:51:43 main:574] : INFO : Epoch 756 | loss: 0.0311351 | val_loss: 0.0311829 | Time: 2631.48 ms [2020-11-25 13:51:46 main:574] : INFO : Epoch 757 | loss: 0.0311317 | val_loss: 0.03118 | Time: 2684.04 ms [2020-11-25 13:51:48 main:574] : INFO : Epoch 758 | loss: 0.0311293 | val_loss: 0.0311855 | Time: 2734.81 ms [2020-11-25 13:51:51 main:574] : INFO : Epoch 759 | loss: 0.0311297 | val_loss: 0.0311842 | Time: 2694.98 ms [2020-11-25 13:51:54 main:574] : INFO : Epoch 760 | loss: 0.0311276 | val_loss: 0.0311849 | Time: 2672.93 ms [2020-11-25 13:51:56 main:574] : INFO : Epoch 761 | loss: 0.0311268 | val_loss: 0.0311843 | Time: 2662.34 ms [2020-11-25 13:51:59 main:574] : INFO : Epoch 762 | loss: 0.0311281 | val_loss: 0.0311811 | Time: 2655.49 ms [2020-11-25 13:52:02 main:574] : INFO : Epoch 763 | loss: 0.0311298 | val_loss: 0.0311796 | Time: 2649.76 ms [2020-11-25 13:52:05 main:574] : INFO : Epoch 764 | loss: 0.0311282 | val_loss: 0.0311862 | Time: 2655.12 ms [2020-11-25 13:52:07 main:574] : INFO : Epoch 765 | loss: 0.0311264 | val_loss: 0.031181 | Time: 2636.98 ms [2020-11-25 13:52:10 main:574] : INFO : Epoch 766 | loss: 0.0311249 | val_loss: 0.0311852 | Time: 2735.92 ms [2020-11-25 13:52:13 main:574] : INFO : Epoch 767 | loss: 0.0311277 | val_loss: 0.0311968 | Time: 2716.18 ms [2020-11-25 13:52:15 main:574] : INFO : Epoch 768 | loss: 0.0311246 | val_loss: 0.0311879 | Time: 2672.98 ms [2020-11-25 13:52:18 main:574] : INFO : Epoch 769 | loss: 0.0311234 | val_loss: 0.0311873 | Time: 2669.51 ms [2020-11-25 13:52:21 main:574] : INFO : Epoch 770 | loss: 0.0311265 | val_loss: 0.0311828 | Time: 2675.42 ms [2020-11-25 13:52:24 main:574] : INFO : Epoch 771 | loss: 0.0311264 | val_loss: 0.0311801 | Time: 2693.92 ms [2020-11-25 13:52:26 main:574] : INFO : Epoch 772 | loss: 0.0311334 | val_loss: 0.0311814 | Time: 2647.76 ms [2020-11-25 13:52:29 main:574] : INFO : Epoch 773 | loss: 0.0311334 | val_loss: 0.0311804 | Time: 2629.31 ms [2020-11-25 13:52:32 main:574] : INFO : Epoch 774 | loss: 0.0311277 | val_loss: 0.0311817 | Time: 2676.93 ms [2020-11-25 13:52:35 main:574] : INFO : Epoch 775 | loss: 0.0311243 | val_loss: 0.0311859 | Time: 2622.01 ms [2020-11-25 13:52:37 main:574] : INFO : Epoch 776 | loss: 0.0311246 | val_loss: 0.0311821 | Time: 2582.54 ms [2020-11-25 13:52:40 main:574] : INFO : Epoch 777 | loss: 0.0311251 | val_loss: 0.0311851 | Time: 2644.8 ms [2020-11-25 13:52:43 main:574] : INFO : Epoch 778 | loss: 0.0311259 | val_loss: 0.0311853 | Time: 2679.2 ms [2020-11-25 13:52:45 main:574] : INFO : Epoch 779 | loss: 0.0311255 | val_loss: 0.0311855 | Time: 2634.43 ms [2020-11-25 13:52:48 main:574] : INFO : Epoch 780 | loss: 0.0311238 | val_loss: 0.0311842 | Time: 2657.42 ms [2020-11-25 13:52:51 main:574] : INFO : Epoch 781 | loss: 0.0311258 | val_loss: 0.0311907 | Time: 2639.67 ms [2020-11-25 13:52:54 main:574] : INFO : Epoch 782 | loss: 0.0311283 | val_loss: 0.0311862 | Time: 2678.94 ms [2020-11-25 13:52:56 main:574] : INFO : Epoch 783 | loss: 0.0311266 | val_loss: 0.0311866 | Time: 2640.18 ms [2020-11-25 13:52:59 main:574] : INFO : Epoch 784 | loss: 0.0311277 | val_loss: 0.031183 | Time: 2621.56 ms [2020-11-25 13:53:02 main:574] : INFO : Epoch 785 | loss: 0.0311302 | val_loss: 0.0311814 | Time: 2698.87 ms [2020-11-25 13:53:04 main:574] : INFO : Epoch 786 | loss: 0.0311292 | val_loss: 0.0311826 | Time: 2618.13 ms [2020-11-25 13:53:07 main:574] : INFO : Epoch 787 | loss: 0.0311282 | val_loss: 0.0311862 | Time: 2584.48 ms [2020-11-25 13:53:10 main:574] : INFO : Epoch 788 | loss: 0.0311249 | val_loss: 0.0311851 | Time: 2583.33 ms [2020-11-25 13:53:12 main:574] : INFO : Epoch 789 | loss: 0.0311261 | val_loss: 0.0311855 | Time: 2602.35 ms [2020-11-25 13:53:15 main:574] : INFO : Epoch 790 | loss: 0.0311251 | val_loss: 0.0311875 | Time: 2725.53 ms [2020-11-25 13:53:18 main:574] : INFO : Epoch 791 | loss: 0.0311284 | val_loss: 0.0311832 | Time: 2698.37 ms [2020-11-25 13:53:20 main:574] : INFO : Epoch 792 | loss: 0.0311277 | val_loss: 0.0311861 | Time: 2674.87 ms [2020-11-25 13:53:23 main:574] : INFO : Epoch 793 | loss: 0.0311349 | val_loss: 0.0311894 | Time: 2641.86 ms [2020-11-25 13:53:26 main:574] : INFO : Epoch 794 | loss: 0.0311322 | val_loss: 0.0311893 | Time: 2655.61 ms [2020-11-25 13:53:29 main:574] : INFO : Epoch 795 | loss: 0.031126 | val_loss: 0.0311883 | Time: 2625.01 ms [2020-11-25 13:53:31 main:574] : INFO : Epoch 796 | loss: 0.0311338 | val_loss: 0.0311813 | Time: 2634.69 ms [2020-11-25 13:53:34 main:574] : INFO : Epoch 797 | loss: 0.0311399 | val_loss: 0.0311762 | Time: 2731.1 ms [2020-11-25 13:53:37 main:574] : INFO : Epoch 798 | loss: 0.031133 | val_loss: 0.0311895 | Time: 2638.09 ms [2020-11-25 13:53:39 main:574] : INFO : Epoch 799 | loss: 0.0311291 | val_loss: 0.0311848 | Time: 2602.5 ms [2020-11-25 13:53:42 main:574] : INFO : Epoch 800 | loss: 0.031127 | val_loss: 0.0311895 | Time: 2601.86 ms [2020-11-25 13:53:45 main:574] : INFO : Epoch 801 | loss: 0.031127 | val_loss: 0.0311859 | Time: 2605.46 ms [2020-11-25 13:53:47 main:574] : INFO : Epoch 802 | loss: 0.0311247 | val_loss: 0.0311886 | Time: 2714.05 ms [2020-11-25 13:53:50 main:574] : INFO : Epoch 803 | loss: 0.0311239 | val_loss: 0.0311925 | Time: 2631.76 ms [2020-11-25 13:53:53 main:574] : INFO : Epoch 804 | loss: 0.0311301 | val_loss: 0.0311803 | Time: 2641.77 ms [2020-11-25 13:53:55 main:574] : INFO : Epoch 805 | loss: 0.0311395 | val_loss: 0.0311818 | Time: 2634.31 ms [2020-11-25 13:53:58 main:574] : INFO : Epoch 806 | loss: 0.0311369 | val_loss: 0.031184 | Time: 2610.68 ms [2020-11-25 13:54:01 main:574] : INFO : Epoch 807 | loss: 0.0311353 | val_loss: 0.0311868 | Time: 2620.54 ms [2020-11-25 13:54:03 main:574] : INFO : Epoch 808 | loss: 0.0311349 | val_loss: 0.0311859 | Time: 2594.19 ms [2020-11-25 13:54:06 main:574] : INFO : Epoch 809 | loss: 0.031143 | val_loss: 0.0312391 | Time: 2631.03 ms [2020-11-25 13:54:09 main:574] : INFO : Epoch 810 | loss: 0.0311452 | val_loss: 0.031223 | Time: 2669.91 ms [2020-11-25 13:54:11 main:574] : INFO : Epoch 811 | loss: 0.0311407 | val_loss: 0.0311861 | Time: 2590.73 ms [2020-11-25 13:54:14 main:574] : INFO : Epoch 812 | loss: 0.031136 | val_loss: 0.0311821 | Time: 2733.21 ms [2020-11-25 13:54:17 main:574] : INFO : Epoch 813 | loss: 0.0311348 | val_loss: 0.031191 | Time: 2665.99 ms [2020-11-25 13:54:20 main:574] : INFO : Epoch 814 | loss: 0.0311368 | val_loss: 0.0311825 | Time: 2603.83 ms [2020-11-25 13:54:22 main:574] : INFO : Epoch 815 | loss: 0.0311328 | val_loss: 0.0311837 | Time: 2638.56 ms [2020-11-25 13:54:25 main:574] : INFO : Epoch 816 | loss: 0.0311283 | val_loss: 0.0311869 | Time: 2626.53 ms [2020-11-25 13:54:28 main:574] : INFO : Epoch 817 | loss: 0.0311266 | val_loss: 0.0311875 | Time: 2585.39 ms [2020-11-25 13:54:30 main:574] : INFO : Epoch 818 | loss: 0.0311305 | val_loss: 0.0311932 | Time: 2668.22 ms [2020-11-25 13:54:33 main:574] : INFO : Epoch 819 | loss: 0.0311252 | val_loss: 0.0311848 | Time: 2656.57 ms [2020-11-25 13:54:36 main:574] : INFO : Epoch 820 | loss: 0.0311281 | val_loss: 0.0311908 | Time: 2655.78 ms [2020-11-25 13:54:38 main:574] : INFO : Epoch 821 | loss: 0.0311284 | val_loss: 0.0311923 | Time: 2650.34 ms [2020-11-25 13:54:41 main:574] : INFO : Epoch 822 | loss: 0.0311276 | val_loss: 0.0311899 | Time: 2649.35 ms [2020-11-25 13:54:44 main:574] : INFO : Epoch 823 | loss: 0.0311246 | val_loss: 0.031189 | Time: 2698.21 ms [2020-11-25 13:54:46 main:574] : INFO : Epoch 824 | loss: 0.0311249 | val_loss: 0.0311868 | Time: 2631.31 ms [2020-11-25 13:54:49 main:574] : INFO : Epoch 825 | loss: 0.0311252 | val_loss: 0.0311785 | Time: 2632.65 ms [2020-11-25 13:54:52 main:574] : INFO : Epoch 826 | loss: 0.0311317 | val_loss: 0.0311842 | Time: 2719.82 ms [2020-11-25 13:54:55 main:574] : INFO : Epoch 827 | loss: 0.0311335 | val_loss: 0.0311836 | Time: 2643.41 ms [2020-11-25 13:54:57 main:574] : INFO : Epoch 828 | loss: 0.0311316 | val_loss: 0.0311804 | Time: 2638.14 ms [2020-11-25 13:55:00 main:574] : INFO : Epoch 829 | loss: 0.0311264 | val_loss: 0.0311867 | Time: 2585.17 ms [2020-11-25 13:55:03 main:574] : INFO : Epoch 830 | loss: 0.0311236 | val_loss: 0.0311897 | Time: 2711.49 ms [2020-11-25 13:55:05 main:574] : INFO : Epoch 831 | loss: 0.0311242 | val_loss: 0.0311858 | Time: 2628.37 ms [2020-11-25 13:55:08 main:574] : INFO : Epoch 832 | loss: 0.0311203 | val_loss: 0.0311941 | Time: 2618.66 ms [2020-11-25 13:55:11 main:574] : INFO : Epoch 833 | loss: 0.03112 | val_loss: 0.0311821 | Time: 2642.57 ms [2020-11-25 13:55:13 main:574] : INFO : Epoch 834 | loss: 0.0311212 | val_loss: 0.0311843 | Time: 2650.83 ms [2020-11-25 13:55:16 main:574] : INFO : Epoch 835 | loss: 0.0311262 | val_loss: 0.0311935 | Time: 2650.71 ms [2020-11-25 13:55:19 main:574] : INFO : Epoch 836 | loss: 0.031125 | val_loss: 0.0311882 | Time: 2601.61 ms [2020-11-25 13:55:21 main:574] : INFO : Epoch 837 | loss: 0.0311219 | val_loss: 0.0311857 | Time: 2660.17 ms [2020-11-25 13:55:24 main:574] : INFO : Epoch 838 | loss: 0.0311198 | val_loss: 0.0311945 | Time: 2639.22 ms [2020-11-25 13:55:27 main:574] : INFO : Epoch 839 | loss: 0.0311194 | val_loss: 0.0311856 | Time: 2623.44 ms [2020-11-25 13:55:29 main:574] : INFO : Epoch 840 | loss: 0.0311234 | val_loss: 0.0311914 | Time: 2702.89 ms [2020-11-25 13:55:32 main:574] : INFO : Epoch 841 | loss: 0.0311246 | val_loss: 0.0311842 | Time: 2615.22 ms [2020-11-25 13:55:35 main:574] : INFO : Epoch 842 | loss: 0.0311236 | val_loss: 0.0311878 | Time: 2600.68 ms [2020-11-25 13:55:37 main:574] : INFO : Epoch 843 | loss: 0.0311254 | val_loss: 0.0311838 | Time: 2608.49 ms [2020-11-25 13:55:40 main:574] : INFO : Epoch 844 | loss: 0.031123 | val_loss: 0.0311902 | Time: 2642.13 ms [2020-11-25 13:55:43 main:574] : INFO : Epoch 845 | loss: 0.0311223 | val_loss: 0.031183 | Time: 2607.43 ms [2020-11-25 13:55:45 main:574] : INFO : Epoch 846 | loss: 0.0311202 | val_loss: 0.0311894 | Time: 2625.58 ms [2020-11-25 13:55:48 main:574] : INFO : Epoch 847 | loss: 0.0311244 | val_loss: 0.0311887 | Time: 2603.99 ms [2020-11-25 13:55:51 main:574] : INFO : Epoch 848 | loss: 0.0311301 | val_loss: 0.0311872 | Time: 2620.48 ms [2020-11-25 13:55:54 main:574] : INFO : Epoch 849 | loss: 0.0311272 | val_loss: 0.0311911 | Time: 2793.96 ms [2020-11-25 13:55:56 main:574] : INFO : Epoch 850 | loss: 0.0311263 | val_loss: 0.0311916 | Time: 2656.08 ms [2020-11-25 13:55:59 main:574] : INFO : Epoch 851 | loss: 0.0311239 | val_loss: 0.0311869 | Time: 2637.17 ms [2020-11-25 13:56:02 main:574] : INFO : Epoch 852 | loss: 0.0311199 | val_loss: 0.0311933 | Time: 2619.66 ms [2020-11-25 13:56:04 main:574] : INFO : Epoch 853 | loss: 0.0311205 | val_loss: 0.031189 | Time: 2669.45 ms [2020-11-25 13:56:07 main:574] : INFO : Epoch 854 | loss: 0.0311186 | val_loss: 0.0311964 | Time: 2706.31 ms [2020-11-25 13:56:10 main:574] : INFO : Epoch 855 | loss: 0.0311183 | val_loss: 0.0311886 | Time: 2638.02 ms [2020-11-25 13:56:12 main:574] : INFO : Epoch 856 | loss: 0.0311208 | val_loss: 0.0311987 | Time: 2631.21 ms [2020-11-25 13:56:15 main:574] : INFO : Epoch 857 | loss: 0.0311266 | val_loss: 0.0311855 | Time: 2780.38 ms [2020-11-25 13:56:18 main:574] : INFO : Epoch 858 | loss: 0.0311285 | val_loss: 0.0311925 | Time: 2678.89 ms [2020-11-25 13:56:21 main:574] : INFO : Epoch 859 | loss: 0.0311287 | val_loss: 0.0311921 | Time: 2610.94 ms [2020-11-25 13:56:23 main:574] : INFO : Epoch 860 | loss: 0.0311306 | val_loss: 0.031188 | Time: 2715.66 ms [2020-11-25 13:56:26 main:574] : INFO : Epoch 861 | loss: 0.031128 | val_loss: 0.0311892 | Time: 2624.32 ms [2020-11-25 13:56:29 main:574] : INFO : Epoch 862 | loss: 0.0311231 | val_loss: 0.0311889 | Time: 2632.33 ms [2020-11-25 13:56:31 main:574] : INFO : Epoch 863 | loss: 0.0311201 | val_loss: 0.0311955 | Time: 2656.3 ms [2020-11-25 13:56:34 main:574] : INFO : Epoch 864 | loss: 0.0311205 | val_loss: 0.0311901 | Time: 2694.49 ms [2020-11-25 13:56:37 main:574] : INFO : Epoch 865 | loss: 0.0311206 | val_loss: 0.031198 | Time: 2648.48 ms [2020-11-25 13:56:40 main:574] : INFO : Epoch 866 | loss: 0.0311229 | val_loss: 0.0311942 | Time: 2640.46 ms [2020-11-25 13:56:42 main:574] : INFO : Epoch 867 | loss: 0.0311224 | val_loss: 0.0311921 | Time: 2626.72 ms [2020-11-25 13:56:45 main:574] : INFO : Epoch 868 | loss: 0.0311225 | val_loss: 0.031195 | Time: 2614.55 ms [2020-11-25 13:56:48 main:574] : INFO : Epoch 869 | loss: 0.0311232 | val_loss: 0.0311968 | Time: 2647.94 ms [2020-11-25 13:56:50 main:574] : INFO : Epoch 870 | loss: 0.0311194 | val_loss: 0.0311964 | Time: 2638.02 ms [2020-11-25 13:56:53 main:574] : INFO : Epoch 871 | loss: 0.0311198 | val_loss: 0.0311933 | Time: 2665.67 ms [2020-11-25 13:56:56 main:574] : INFO : Epoch 872 | loss: 0.0311173 | val_loss: 0.031194 | Time: 2723.37 ms [2020-11-25 13:56:58 main:574] : INFO : Epoch 873 | loss: 0.0311219 | val_loss: 0.0311881 | Time: 2613.06 ms [2020-11-25 13:57:01 main:574] : INFO : Epoch 874 | loss: 0.0311229 | val_loss: 0.0311876 | Time: 2628.13 ms [2020-11-25 13:57:04 main:574] : INFO : Epoch 875 | loss: 0.0311472 | val_loss: 0.0311854 | Time: 2630.18 ms [2020-11-25 13:57:06 main:574] : INFO : Epoch 876 | loss: 0.0311472 | val_loss: 0.0311744 | Time: 2581.13 ms [2020-11-25 13:57:09 main:574] : INFO : Epoch 877 | loss: 0.0311434 | val_loss: 0.0311862 | Time: 2658.14 ms [2020-11-25 13:57:12 main:574] : INFO : Epoch 878 | loss: 0.0311442 | val_loss: 0.0311773 | Time: 2636.46 ms [2020-11-25 13:57:15 main:574] : INFO : Epoch 879 | loss: 0.0311418 | val_loss: 0.0311808 | Time: 2739.62 ms [2020-11-25 13:57:17 main:574] : INFO : Epoch 880 | loss: 0.0311367 | val_loss: 0.0311882 | Time: 2620.74 ms [2020-11-25 13:57:20 main:574] : INFO : Epoch 881 | loss: 0.0311396 | val_loss: 0.0311765 | Time: 2694.14 ms [2020-11-25 13:57:23 main:574] : INFO : Epoch 882 | loss: 0.0311393 | val_loss: 0.031176 | Time: 2661.48 ms [2020-11-25 13:57:25 main:574] : INFO : Epoch 883 | loss: 0.0311326 | val_loss: 0.0311802 | Time: 2678.14 ms [2020-11-25 13:57:28 main:574] : INFO : Epoch 884 | loss: 0.0311318 | val_loss: 0.0311825 | Time: 2722.09 ms [2020-11-25 13:57:31 main:574] : INFO : Epoch 885 | loss: 0.0311374 | val_loss: 0.0311816 | Time: 2656.59 ms [2020-11-25 13:57:34 main:574] : INFO : Epoch 886 | loss: 0.0311333 | val_loss: 0.0311871 | Time: 2737.43 ms [2020-11-25 13:57:36 main:574] : INFO : Epoch 887 | loss: 0.0311297 | val_loss: 0.031193 | Time: 2665.83 ms [2020-11-25 13:57:39 main:574] : INFO : Epoch 888 | loss: 0.0311267 | val_loss: 0.0311861 | Time: 2715.13 ms [2020-11-25 13:57:42 main:574] : INFO : Epoch 889 | loss: 0.0311284 | val_loss: 0.0311814 | Time: 2729.85 ms [2020-11-25 13:57:45 main:574] : INFO : Epoch 890 | loss: 0.0311287 | val_loss: 0.0311804 | Time: 2714.19 ms [2020-11-25 13:57:47 main:574] : INFO : Epoch 891 | loss: 0.0311271 | val_loss: 0.031188 | Time: 2634.63 ms [2020-11-25 13:57:50 main:574] : INFO : Epoch 892 | loss: 0.0311274 | val_loss: 0.0311835 | Time: 2671.29 ms [2020-11-25 13:57:53 main:574] : INFO : Epoch 893 | loss: 0.0311308 | val_loss: 0.0311782 | Time: 2667.53 ms [2020-11-25 13:57:56 main:574] : INFO : Epoch 894 | loss: 0.0311308 | val_loss: 0.0311812 | Time: 2635.68 ms [2020-11-25 13:57:58 main:574] : INFO : Epoch 895 | loss: 0.0311273 | val_loss: 0.031179 | Time: 2628.76 ms [2020-11-25 13:58:01 main:574] : INFO : Epoch 896 | loss: 0.0311279 | val_loss: 0.0311845 | Time: 2582.48 ms [2020-11-25 13:58:04 main:574] : INFO : Epoch 897 | loss: 0.0311281 | val_loss: 0.0311848 | Time: 2704.22 ms [2020-11-25 13:58:06 main:574] : INFO : Epoch 898 | loss: 0.0311261 | val_loss: 0.0311874 | Time: 2647.15 ms [2020-11-25 13:58:09 main:574] : INFO : Epoch 899 | loss: 0.0311306 | val_loss: 0.0311895 | Time: 2722.14 ms [2020-11-25 13:58:12 main:574] : INFO : Epoch 900 | loss: 0.0311292 | val_loss: 0.0311872 | Time: 2684.92 ms [2020-11-25 13:58:15 main:574] : INFO : Epoch 901 | loss: 0.0311302 | val_loss: 0.0311875 | Time: 2708.91 ms [2020-11-25 13:58:17 main:574] : INFO : Epoch 902 | loss: 0.0311255 | val_loss: 0.031183 | Time: 2640.03 ms [2020-11-25 13:58:20 main:574] : INFO : Epoch 903 | loss: 0.0311285 | val_loss: 0.0311965 | Time: 2670.52 ms [2020-11-25 13:58:23 main:574] : INFO : Epoch 904 | loss: 0.0311246 | val_loss: 0.0311957 | Time: 2705.35 ms [2020-11-25 13:58:25 main:574] : INFO : Epoch 905 | loss: 0.0311251 | val_loss: 0.0311903 | Time: 2611.44 ms [2020-11-25 13:58:28 main:574] : INFO : Epoch 906 | loss: 0.0311271 | val_loss: 0.0311865 | Time: 2600.44 ms [2020-11-25 13:58:31 main:574] : INFO : Epoch 907 | loss: 0.0311267 | val_loss: 0.0311879 | Time: 2636.21 ms [2020-11-25 13:58:33 main:574] : INFO : Epoch 908 | loss: 0.0311197 | val_loss: 0.0311875 | Time: 2626.1 ms [2020-11-25 13:58:36 main:574] : INFO : Epoch 909 | loss: 0.0311237 | val_loss: 0.0311885 | Time: 2594.86 ms [2020-11-25 13:58:39 main:574] : INFO : Epoch 910 | loss: 0.0311263 | val_loss: 0.0311845 | Time: 2616.03 ms [2020-11-25 13:58:41 main:574] : INFO : Epoch 911 | loss: 0.0311264 | val_loss: 0.0311966 | Time: 2627.27 ms [2020-11-25 13:58:44 main:574] : INFO : Epoch 912 | loss: 0.0311294 | val_loss: 0.0311861 | Time: 2598.72 ms [2020-11-25 13:58:47 main:574] : INFO : Epoch 913 | loss: 0.0311308 | val_loss: 0.031184 | Time: 2615.89 ms [2020-11-25 13:58:49 main:574] : INFO : Epoch 914 | loss: 0.0311274 | val_loss: 0.0311826 | Time: 2635.78 ms [2020-11-25 13:58:52 main:574] : INFO : Epoch 915 | loss: 0.0311274 | val_loss: 0.0311885 | Time: 2620.87 ms [2020-11-25 13:58:55 main:574] : INFO : Epoch 916 | loss: 0.0311224 | val_loss: 0.0311933 | Time: 2614.78 ms [2020-11-25 13:58:57 main:574] : INFO : Epoch 917 | loss: 0.0311229 | val_loss: 0.0312015 | Time: 2729.08 ms [2020-11-25 13:59:00 main:574] : INFO : Epoch 918 | loss: 0.0311276 | val_loss: 0.0311815 | Time: 2649.95 ms [2020-11-25 13:59:03 main:574] : INFO : Epoch 919 | loss: 0.031126 | val_loss: 0.0311869 | Time: 2613.37 ms [2020-11-25 13:59:05 main:574] : INFO : Epoch 920 | loss: 0.031124 | val_loss: 0.0311866 | Time: 2694.47 ms [2020-11-25 13:59:08 main:574] : INFO : Epoch 921 | loss: 0.0311241 | val_loss: 0.0311859 | Time: 2636.44 ms [2020-11-25 13:59:11 main:574] : INFO : Epoch 922 | loss: 0.0311252 | val_loss: 0.0311839 | Time: 2656.5 ms [2020-11-25 13:59:14 main:574] : INFO : Epoch 923 | loss: 0.031124 | val_loss: 0.0311912 | Time: 2669.74 ms [2020-11-25 13:59:16 main:574] : INFO : Epoch 924 | loss: 0.0311241 | val_loss: 0.0311908 | Time: 2590.91 ms [2020-11-25 13:59:19 main:574] : INFO : Epoch 925 | loss: 0.0311204 | val_loss: 0.0311926 | Time: 2579.82 ms [2020-11-25 13:59:22 main:574] : INFO : Epoch 926 | loss: 0.0311177 | val_loss: 0.0311937 | Time: 2655.81 ms [2020-11-25 13:59:24 main:574] : INFO : Epoch 927 | loss: 0.0311462 | val_loss: 0.0311851 | Time: 2640.47 ms [2020-11-25 13:59:27 main:574] : INFO : Epoch 928 | loss: 0.0311546 | val_loss: 0.031176 | Time: 2580.59 ms [2020-11-25 13:59:30 main:574] : INFO : Epoch 929 | loss: 0.0311493 | val_loss: 0.0311734 | Time: 2646.3 ms [2020-11-25 13:59:32 main:574] : INFO : Epoch 930 | loss: 0.0311469 | val_loss: 0.0311805 | Time: 2655.06 ms [2020-11-25 13:59:35 main:574] : INFO : Epoch 931 | loss: 0.0311406 | val_loss: 0.0311741 | Time: 2586.13 ms [2020-11-25 13:59:37 main:574] : INFO : Epoch 932 | loss: 0.0311364 | val_loss: 0.031184 | Time: 2579.99 ms [2020-11-25 13:59:40 main:574] : INFO : Epoch 933 | loss: 0.0311326 | val_loss: 0.0311876 | Time: 2655.42 ms [2020-11-25 13:59:43 main:574] : INFO : Epoch 934 | loss: 0.0311287 | val_loss: 0.0311856 | Time: 2630.45 ms [2020-11-25 13:59:46 main:574] : INFO : Epoch 935 | loss: 0.0311365 | val_loss: 0.0311783 | Time: 2627.1 ms [2020-11-25 13:59:48 main:574] : INFO : Epoch 936 | loss: 0.0311491 | val_loss: 0.0311755 | Time: 2716.03 ms [2020-11-25 13:59:51 main:574] : INFO : Epoch 937 | loss: 0.0311478 | val_loss: 0.0311756 | Time: 2661.22 ms [2020-11-25 13:59:54 main:574] : INFO : Epoch 938 | loss: 0.0311465 | val_loss: 0.0311743 | Time: 2600 ms [2020-11-25 13:59:56 main:574] : INFO : Epoch 939 | loss: 0.0311409 | val_loss: 0.0311735 | Time: 2636.22 ms [2020-11-25 13:59:59 main:574] : INFO : Epoch 940 | loss: 0.0311378 | val_loss: 0.0311748 | Time: 2598.92 ms [2020-11-25 14:00:02 main:574] : INFO : Epoch 941 | loss: 0.0311359 | val_loss: 0.031177 | Time: 2609.57 ms [2020-11-25 14:00:04 main:574] : INFO : Epoch 942 | loss: 0.0311328 | val_loss: 0.0311792 | Time: 2711.93 ms [2020-11-25 14:00:07 main:574] : INFO : Epoch 943 | loss: 0.0311312 | val_loss: 0.0311782 | Time: 2632.16 ms [2020-11-25 14:00:10 main:574] : INFO : Epoch 944 | loss: 0.0311305 | val_loss: 0.0311803 | Time: 2665.6 ms [2020-11-25 14:00:13 main:574] : INFO : Epoch 945 | loss: 0.0311335 | val_loss: 0.0311795 | Time: 2642.27 ms [2020-11-25 14:00:15 main:574] : INFO : Epoch 946 | loss: 0.0311349 | val_loss: 0.0311774 | Time: 2689.92 ms [2020-11-25 14:00:18 main:574] : INFO : Epoch 947 | loss: 0.0311374 | val_loss: 0.0311906 | Time: 2605.63 ms [2020-11-25 14:00:21 main:574] : INFO : Epoch 948 | loss: 0.0311394 | val_loss: 0.0311862 | Time: 2631.04 ms [2020-11-25 14:00:23 main:574] : INFO : Epoch 949 | loss: 0.0311356 | val_loss: 0.0311805 | Time: 2758.92 ms [2020-11-25 14:00:26 main:574] : INFO : Epoch 950 | loss: 0.031131 | val_loss: 0.0311894 | Time: 2608.68 ms [2020-11-25 14:00:29 main:574] : INFO : Epoch 951 | loss: 0.0311302 | val_loss: 0.0311851 | Time: 2650.95 ms [2020-11-25 14:00:31 main:574] : INFO : Epoch 952 | loss: 0.031127 | val_loss: 0.0311829 | Time: 2629.36 ms [2020-11-25 14:00:34 main:574] : INFO : Epoch 953 | loss: 0.0311274 | val_loss: 0.0311788 | Time: 2641.89 ms [2020-11-25 14:00:37 main:574] : INFO : Epoch 954 | loss: 0.0311248 | val_loss: 0.031187 | Time: 2639.74 ms [2020-11-25 14:00:39 main:574] : INFO : Epoch 955 | loss: 0.0311234 | val_loss: 0.0311886 | Time: 2556.96 ms [2020-11-25 14:00:42 main:574] : INFO : Epoch 956 | loss: 0.0311259 | val_loss: 0.0311802 | Time: 2608.12 ms [2020-11-25 14:00:45 main:574] : INFO : Epoch 957 | loss: 0.0311239 | val_loss: 0.0311852 | Time: 2726.37 ms [2020-11-25 14:00:48 main:574] : INFO : Epoch 958 | loss: 0.0311214 | val_loss: 0.0311918 | Time: 2719.56 ms [2020-11-25 14:00:50 main:574] : INFO : Epoch 959 | loss: 0.0311206 | val_loss: 0.031185 | Time: 2681.66 ms [2020-11-25 14:00:53 main:574] : INFO : Epoch 960 | loss: 0.0311245 | val_loss: 0.0311859 | Time: 2710.48 ms [2020-11-25 14:00:56 main:574] : INFO : Epoch 961 | loss: 0.0311237 | val_loss: 0.031188 | Time: 2658.5 ms [2020-11-25 14:00:59 main:574] : INFO : Epoch 962 | loss: 0.0311297 | val_loss: 0.0311806 | Time: 2636.7 ms [2020-11-25 14:01:01 main:574] : INFO : Epoch 963 | loss: 0.0311251 | val_loss: 0.0311804 | Time: 2652.99 ms [2020-11-25 14:01:04 main:574] : INFO : Epoch 964 | loss: 0.0311212 | val_loss: 0.0311831 | Time: 2601.71 ms [2020-11-25 14:01:07 main:574] : INFO : Epoch 965 | loss: 0.0311262 | val_loss: 0.031186 | Time: 2608.09 ms [2020-11-25 14:01:09 main:574] : INFO : Epoch 966 | loss: 0.0311256 | val_loss: 0.0311869 | Time: 2651.89 ms [2020-11-25 14:01:12 main:574] : INFO : Epoch 967 | loss: 0.031124 | val_loss: 0.0311818 | Time: 2714.2 ms [2020-11-25 14:01:15 main:574] : INFO : Epoch 968 | loss: 0.0311185 | val_loss: 0.0311927 | Time: 2592.33 ms [2020-11-25 14:01:18 main:574] : INFO : Epoch 969 | loss: 0.0311187 | val_loss: 0.0311876 | Time: 2649.97 ms [2020-11-25 14:01:20 main:574] : INFO : Epoch 970 | loss: 0.0311175 | val_loss: 0.0311893 | Time: 2652.93 ms [2020-11-25 14:01:23 main:574] : INFO : Epoch 971 | loss: 0.0311187 | val_loss: 0.0311917 | Time: 2608.29 ms [2020-11-25 14:01:26 main:574] : INFO : Epoch 972 | loss: 0.031119 | val_loss: 0.0311892 | Time: 2625.32 ms [2020-11-25 14:01:28 main:574] : INFO : Epoch 973 | loss: 0.0311197 | val_loss: 0.0311873 | Time: 2663.34 ms [2020-11-25 14:01:31 main:574] : INFO : Epoch 974 | loss: 0.0311177 | val_loss: 0.0311873 | Time: 2672.24 ms [2020-11-25 14:01:34 main:574] : INFO : Epoch 975 | loss: 0.0311194 | val_loss: 0.0311862 | Time: 2636.25 ms [2020-11-25 14:01:36 main:574] : INFO : Epoch 976 | loss: 0.031121 | val_loss: 0.0311834 | Time: 2588.18 ms [2020-11-25 14:01:39 main:574] : INFO : Epoch 977 | loss: 0.03113 | val_loss: 0.0311843 | Time: 2634.13 ms [2020-11-25 14:01:42 main:574] : INFO : Epoch 978 | loss: 0.0311273 | val_loss: 0.0311861 | Time: 2661.82 ms [2020-11-25 14:01:44 main:574] : INFO : Epoch 979 | loss: 0.0311251 | val_loss: 0.0311862 | Time: 2598.37 ms [2020-11-25 14:01:47 main:574] : INFO : Epoch 980 | loss: 0.0311231 | val_loss: 0.0311882 | Time: 2596.77 ms [2020-11-25 14:01:50 main:574] : INFO : Epoch 981 | loss: 0.0311219 | val_loss: 0.0311812 | Time: 2632.13 ms [2020-11-25 14:01:52 main:574] : INFO : Epoch 982 | loss: 0.0311237 | val_loss: 0.0311935 | Time: 2641.03 ms [2020-11-25 14:01:55 main:574] : INFO : Epoch 983 | loss: 0.0311183 | val_loss: 0.0311843 | Time: 2572.2 ms [2020-11-25 14:01:58 main:574] : INFO : Epoch 984 | loss: 0.031122 | val_loss: 0.0311915 | Time: 2575.55 ms [2020-11-25 14:02:00 main:574] : INFO : Epoch 985 | loss: 0.0311207 | val_loss: 0.0311926 | Time: 2699.22 ms [2020-11-25 14:02:03 main:574] : INFO : Epoch 986 | loss: 0.0311189 | val_loss: 0.0311871 | Time: 2664.55 ms [2020-11-25 14:02:06 main:574] : INFO : Epoch 987 | loss: 0.0311195 | val_loss: 0.0311986 | Time: 2690.48 ms [2020-11-25 14:02:08 main:574] : INFO : Epoch 988 | loss: 0.0311301 | val_loss: 0.0311876 | Time: 2576.87 ms [2020-11-25 14:02:11 main:574] : INFO : Epoch 989 | loss: 0.0311318 | val_loss: 0.0311914 | Time: 2611.71 ms [2020-11-25 14:02:14 main:574] : INFO : Epoch 990 | loss: 0.0311298 | val_loss: 0.0311901 | Time: 2675.01 ms [2020-11-25 14:02:17 main:574] : INFO : Epoch 991 | loss: 0.0311271 | val_loss: 0.0311826 | Time: 2624.48 ms [2020-11-25 14:02:19 main:574] : INFO : Epoch 992 | loss: 0.0311259 | val_loss: 0.0311868 | Time: 2657.52 ms [2020-11-25 14:02:22 main:574] : INFO : Epoch 993 | loss: 0.0311233 | val_loss: 0.031188 | Time: 2614.06 ms [2020-11-25 14:02:25 main:574] : INFO : Epoch 994 | loss: 0.0311207 | val_loss: 0.0311906 | Time: 2634.93 ms [2020-11-25 14:02:27 main:574] : INFO : Epoch 995 | loss: 0.031124 | val_loss: 0.0311868 | Time: 2704.11 ms [2020-11-25 14:02:30 main:574] : INFO : Epoch 996 | loss: 0.0311233 | val_loss: 0.031185 | Time: 2680.33 ms [2020-11-25 14:02:33 main:574] : INFO : Epoch 997 | loss: 0.0311227 | val_loss: 0.0311892 | Time: 2653.18 ms [2020-11-25 14:02:35 main:574] : INFO : Epoch 998 | loss: 0.0311247 | val_loss: 0.0311863 | Time: 2620.28 ms [2020-11-25 14:02:38 main:574] : INFO : Epoch 999 | loss: 0.0311255 | val_loss: 0.0311875 | Time: 2603.37 ms [2020-11-25 14:02:41 main:574] : INFO : Epoch 1000 | loss: 0.0311235 | val_loss: 0.0311918 | Time: 2572.81 ms [2020-11-25 14:02:43 main:574] : INFO : Epoch 1001 | loss: 0.0311245 | val_loss: 0.0311861 | Time: 2674.77 ms [2020-11-25 14:02:46 main:574] : INFO : Epoch 1002 | loss: 0.0311245 | val_loss: 0.0311872 | Time: 2618.71 ms [2020-11-25 14:02:49 main:574] : INFO : Epoch 1003 | loss: 0.0311246 | val_loss: 0.0311839 | Time: 2588.87 ms [2020-11-25 14:02:51 main:574] : INFO : Epoch 1004 | loss: 0.0311246 | val_loss: 0.0311911 | Time: 2660.32 ms [2020-11-25 14:02:54 main:574] : INFO : Epoch 1005 | loss: 0.0311247 | val_loss: 0.0311835 | Time: 2643.93 ms [2020-11-25 14:02:57 main:574] : INFO : Epoch 1006 | loss: 0.0311234 | val_loss: 0.0311919 | Time: 2695.35 ms [2020-11-25 14:03:00 main:574] : INFO : Epoch 1007 | loss: 0.0311252 | val_loss: 0.0311877 | Time: 2606.37 ms [2020-11-25 14:03:02 main:574] : INFO : Epoch 1008 | loss: 0.0311221 | val_loss: 0.0311878 | Time: 2603.7 ms [2020-11-25 14:03:05 main:574] : INFO : Epoch 1009 | loss: 0.0311234 | val_loss: 0.0311947 | Time: 2593.73 ms [2020-11-25 14:03:07 main:574] : INFO : Epoch 1010 | loss: 0.0311233 | val_loss: 0.0311872 | Time: 2584.96 ms [2020-11-25 14:03:10 main:574] : INFO : Epoch 1011 | loss: 0.0311271 | val_loss: 0.0311911 | Time: 2709.82 ms [2020-11-25 14:03:13 main:574] : INFO : Epoch 1012 | loss: 0.0311258 | val_loss: 0.031184 | Time: 2654.78 ms [2020-11-25 14:03:16 main:574] : INFO : Epoch 1013 | loss: 0.0311261 | val_loss: 0.0311879 | Time: 2650.22 ms [2020-11-25 14:03:18 main:574] : INFO : Epoch 1014 | loss: 0.0311311 | val_loss: 0.031182 | Time: 2646.5 ms [2020-11-25 14:03:21 main:574] : INFO : Epoch 1015 | loss: 0.0311298 | val_loss: 0.0311841 | Time: 2653.02 ms [2020-11-25 14:03:24 main:574] : INFO : Epoch 1016 | loss: 0.031126 | val_loss: 0.0311899 | Time: 2641.96 ms [2020-11-25 14:03:26 main:574] : INFO : Epoch 1017 | loss: 0.0311222 | val_loss: 0.0311905 | Time: 2654.49 ms [2020-11-25 14:03:29 main:574] : INFO : Epoch 1018 | loss: 0.0311198 | val_loss: 0.0311877 | Time: 2633.2 ms [2020-11-25 14:03:32 main:574] : INFO : Epoch 1019 | loss: 0.0311197 | val_loss: 0.0311841 | Time: 2865.95 ms [2020-11-25 14:03:35 main:574] : INFO : Epoch 1020 | loss: 0.0311265 | val_loss: 0.0311854 | Time: 2905.06 ms [2020-11-25 14:03:38 main:574] : INFO : Epoch 1021 | loss: 0.0311381 | val_loss: 0.0311785 | Time: 2705.2 ms [2020-11-25 14:03:40 main:574] : INFO : Epoch 1022 | loss: 0.0311527 | val_loss: 0.0311807 | Time: 2710.31 ms [2020-11-25 14:03:43 main:574] : INFO : Epoch 1023 | loss: 0.0311475 | val_loss: 0.0311792 | Time: 2680.01 ms [2020-11-25 14:03:46 main:574] : INFO : Epoch 1024 | loss: 0.0311377 | val_loss: 0.0311874 | Time: 2662.47 ms [2020-11-25 14:03:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311874 [2020-11-25 14:03:46 main:603] : INFO : Saving end state to config to file [2020-11-25 14:03:46 main:608] : INFO : Success, exiting.. 14:03:46 (5708): 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)