Task 3765846
| Name | ParityMachine-1606531521-30630-12_1 |
| Workunit | 1835475 |
| Created | 22 Jan 2021, 6:12:45 UTC |
| Sent | 22 Jan 2021, 6:57:24 UTC |
| Report deadline | 29 Jan 2021, 6:57:24 UTC |
| Received | 22 Jan 2021, 8:55:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 46 min |
| CPU time | 40 min 23 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> ch 514 | loss: 0.0311428 | val_loss: 0.0311686 | Time: 2593.06 ms [2021-01-21 23:31:47 main:574] : INFO : Epoch 515 | loss: 0.0311457 | val_loss: 0.031175 | Time: 2703.88 ms [2021-01-21 23:31:50 main:574] : INFO : Epoch 516 | loss: 0.0311459 | val_loss: 0.0311675 | Time: 2711.46 ms [2021-01-21 23:31:52 main:574] : INFO : Epoch 517 | loss: 0.0311444 | val_loss: 0.0311727 | Time: 2592.41 ms [2021-01-21 23:31:55 main:574] : INFO : Epoch 518 | loss: 0.0311455 | val_loss: 0.0311781 | Time: 2631.59 ms [2021-01-21 23:31:58 main:574] : INFO : Epoch 519 | loss: 0.0311457 | val_loss: 0.0311735 | Time: 2677.42 ms [2021-01-21 23:32:00 main:574] : INFO : Epoch 520 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 2652.37 ms [2021-01-21 23:32:03 main:574] : INFO : Epoch 521 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 2591.4 ms [2021-01-21 23:32:06 main:574] : INFO : Epoch 522 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 2659.6 ms [2021-01-21 23:32:08 main:574] : INFO : Epoch 523 | loss: 0.0311457 | val_loss: 0.0311684 | Time: 2584.47 ms [2021-01-21 23:32:11 main:574] : INFO : Epoch 524 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 2580.25 ms [2021-01-21 23:32:14 main:574] : INFO : Epoch 525 | loss: 0.0311458 | val_loss: 0.0311691 | Time: 2638 ms [2021-01-21 23:32:16 main:574] : INFO : Epoch 526 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 2638.3 ms [2021-01-21 23:32:19 main:574] : INFO : Epoch 527 | loss: 0.0311463 | val_loss: 0.0311709 | Time: 2654.22 ms [2021-01-21 23:32:22 main:574] : INFO : Epoch 528 | loss: 0.0311478 | val_loss: 0.0311692 | Time: 2630.05 ms [2021-01-21 23:32:24 main:574] : INFO : Epoch 529 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 2660.63 ms [2021-01-21 23:32:27 main:574] : INFO : Epoch 530 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 2620.44 ms [2021-01-21 23:32:30 main:574] : INFO : Epoch 531 | loss: 0.0311436 | val_loss: 0.031172 | Time: 2556.45 ms [2021-01-21 23:32:32 main:574] : INFO : Epoch 532 | loss: 0.0311437 | val_loss: 0.0311677 | Time: 2619.21 ms [2021-01-21 23:32:35 main:574] : INFO : Epoch 533 | loss: 0.0311426 | val_loss: 0.0311718 | Time: 2596.59 ms [2021-01-21 23:32:37 main:574] : INFO : Epoch 534 | loss: 0.0311438 | val_loss: 0.0311736 | Time: 2621.39 ms [2021-01-21 23:32:40 main:574] : INFO : Epoch 535 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 2612.69 ms [2021-01-21 23:32:43 main:574] : INFO : Epoch 536 | loss: 0.0311513 | val_loss: 0.0311766 | Time: 2682.33 ms [2021-01-21 23:32:46 main:574] : INFO : Epoch 537 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 2582.9 ms [2021-01-21 23:32:48 main:574] : INFO : Epoch 538 | loss: 0.031149 | val_loss: 0.0311728 | Time: 2628.55 ms [2021-01-21 23:32:51 main:574] : INFO : Epoch 539 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 2645.95 ms [2021-01-21 23:32:54 main:574] : INFO : Epoch 540 | loss: 0.0311461 | val_loss: 0.0311717 | Time: 2676.8 ms [2021-01-21 23:32:56 main:574] : INFO : Epoch 541 | loss: 0.0311483 | val_loss: 0.031171 | Time: 2636.44 ms [2021-01-21 23:32:59 main:574] : INFO : Epoch 542 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 2713.2 ms [2021-01-21 23:33:02 main:574] : INFO : Epoch 543 | loss: 0.0311442 | val_loss: 0.0311753 | Time: 2659.75 ms [2021-01-21 23:33:04 main:574] : INFO : Epoch 544 | loss: 0.0311453 | val_loss: 0.0311693 | Time: 2628.9 ms [2021-01-21 23:33:07 main:574] : INFO : Epoch 545 | loss: 0.0311452 | val_loss: 0.0311699 | Time: 2623.87 ms [2021-01-21 23:33:10 main:574] : INFO : Epoch 546 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 2654.48 ms [2021-01-21 23:33:13 main:574] : INFO : Epoch 547 | loss: 0.0311422 | val_loss: 0.0311688 | Time: 2721 ms [2021-01-21 23:33:15 main:574] : INFO : Epoch 548 | loss: 0.0311416 | val_loss: 0.0311687 | Time: 2704.56 ms [2021-01-21 23:33:18 main:574] : INFO : Epoch 549 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2689.67 ms [2021-01-21 23:33:21 main:574] : INFO : Epoch 550 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 2588.72 ms [2021-01-21 23:33:23 main:574] : INFO : Epoch 551 | loss: 0.0311419 | val_loss: 0.031169 | Time: 2592.84 ms [2021-01-21 23:33:26 main:574] : INFO : Epoch 552 | loss: 0.0311412 | val_loss: 0.0311686 | Time: 2623.24 ms [2021-01-21 23:33:29 main:574] : INFO : Epoch 553 | loss: 0.0311424 | val_loss: 0.0311685 | Time: 2600.63 ms [2021-01-21 23:33:31 main:574] : INFO : Epoch 554 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 2616.56 ms [2021-01-21 23:33:34 main:574] : INFO : Epoch 555 | loss: 0.0311413 | val_loss: 0.0311688 | Time: 2705.24 ms [2021-01-21 23:33:37 main:574] : INFO : Epoch 556 | loss: 0.031142 | val_loss: 0.0311673 | Time: 2581.12 ms [2021-01-21 23:33:40 main:574] : INFO : Epoch 557 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 2625.61 ms [2021-01-21 23:33:42 main:574] : INFO : Epoch 558 | loss: 0.0311454 | val_loss: 0.0311703 | Time: 2656.03 ms [2021-01-21 23:33:45 main:574] : INFO : Epoch 559 | loss: 0.0311452 | val_loss: 0.0311675 | Time: 2593.55 ms [2021-01-21 23:33:48 main:574] : INFO : Epoch 560 | loss: 0.0311445 | val_loss: 0.0311704 | Time: 2606.69 ms [2021-01-21 23:33:50 main:574] : INFO : Epoch 561 | loss: 0.0311467 | val_loss: 0.0311722 | Time: 2647.03 ms [2021-01-21 23:33:53 main:574] : INFO : Epoch 562 | loss: 0.0311455 | val_loss: 0.0311688 | Time: 2609.08 ms [2021-01-21 23:33:56 main:574] : INFO : Epoch 563 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 2599.87 ms [2021-01-21 23:33:58 main:574] : INFO : Epoch 564 | loss: 0.0311443 | val_loss: 0.0311668 | Time: 2606.82 ms [2021-01-21 23:34:01 main:574] : INFO : Epoch 565 | loss: 0.0311444 | val_loss: 0.0311685 | Time: 2624.21 ms [2021-01-21 23:34:04 main:574] : INFO : Epoch 566 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 2637.63 ms [2021-01-21 23:34:06 main:574] : INFO : Epoch 567 | loss: 0.0311461 | val_loss: 0.0311696 | Time: 2640.93 ms [2021-01-21 23:34:09 main:574] : INFO : Epoch 568 | loss: 0.0311684 | val_loss: 0.0311941 | Time: 2582.47 ms [2021-01-21 23:34:12 main:574] : INFO : Epoch 569 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 2631.45 ms [2021-01-21 23:34:14 main:574] : INFO : Epoch 570 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 2590.94 ms [2021-01-21 23:34:17 main:574] : INFO : Epoch 571 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2649.49 ms [2021-01-21 23:34:20 main:574] : INFO : Epoch 572 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 2638.04 ms [2021-01-21 23:34:22 main:574] : INFO : Epoch 573 | loss: 0.0311806 | val_loss: 0.0311862 | Time: 2602.46 ms [2021-01-21 23:34:25 main:574] : INFO : Epoch 574 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2601.93 ms [2021-01-21 23:34:28 main:574] : INFO : Epoch 575 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 2664.45 ms [2021-01-21 23:34:30 main:574] : INFO : Epoch 576 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2653.99 ms [2021-01-21 23:34:33 main:574] : INFO : Epoch 577 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 2734.95 ms [2021-01-21 23:34:36 main:574] : INFO : Epoch 578 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2630.22 ms [2021-01-21 23:34:38 main:574] : INFO : Epoch 579 | loss: 0.0311756 | val_loss: 0.0311862 | Time: 2609.64 ms [2021-01-21 23:34:41 main:574] : INFO : Epoch 580 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 2632.77 ms [2021-01-21 23:34:44 main:574] : INFO : Epoch 581 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 2572.1 ms [2021-01-21 23:34:46 main:574] : INFO : Epoch 582 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 2600.38 ms [2021-01-21 23:34:49 main:574] : INFO : Epoch 583 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 2710.38 ms [2021-01-21 23:34:52 main:574] : INFO : Epoch 584 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2620.71 ms [2021-01-21 23:34:54 main:574] : INFO : Epoch 585 | loss: 0.0311706 | val_loss: 0.0311885 | Time: 2648 ms [2021-01-21 23:34:57 main:574] : INFO : Epoch 586 | loss: 0.0311734 | val_loss: 0.031178 | Time: 2616.17 ms [2021-01-21 23:35:00 main:574] : INFO : Epoch 587 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2566.27 ms [2021-01-21 23:35:02 main:574] : INFO : Epoch 588 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 2638.49 ms [2021-01-21 23:35:05 main:574] : INFO : Epoch 589 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 2611.52 ms [2021-01-21 23:35:08 main:574] : INFO : Epoch 590 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 2604.06 ms [2021-01-21 23:35:10 main:574] : INFO : Epoch 591 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 2618.19 ms [2021-01-21 23:35:13 main:574] : INFO : Epoch 592 | loss: 0.0311667 | val_loss: 0.0311781 | Time: 2616.42 ms [2021-01-21 23:35:16 main:574] : INFO : Epoch 593 | loss: 0.0311674 | val_loss: 0.031179 | Time: 2646.47 ms [2021-01-21 23:35:18 main:574] : INFO : Epoch 594 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 2643.04 ms [2021-01-21 23:35:21 main:574] : INFO : Epoch 595 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 2703.45 ms [2021-01-21 23:35:24 main:574] : INFO : Epoch 596 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 2591.12 ms [2021-01-21 23:35:27 main:574] : INFO : Epoch 597 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 2692.52 ms [2021-01-21 23:35:29 main:574] : INFO : Epoch 598 | loss: 0.0311674 | val_loss: 0.0311814 | Time: 2677.26 ms [2021-01-21 23:35:32 main:574] : INFO : Epoch 599 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 2647.57 ms [2021-01-21 23:35:35 main:574] : INFO : Epoch 600 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 2633.11 ms [2021-01-21 23:35:37 main:574] : INFO : Epoch 601 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2644.13 ms [2021-01-21 23:35:40 main:574] : INFO : Epoch 602 | loss: 0.0311661 | val_loss: 0.0311793 | Time: 2758.03 ms [2021-01-21 23:35:43 main:574] : INFO : Epoch 603 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 2615.68 ms [2021-01-21 23:35:46 main:574] : INFO : Epoch 604 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2720.13 ms [2021-01-21 23:35:48 main:574] : INFO : Epoch 605 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 2613.07 ms [2021-01-21 23:35:51 main:574] : INFO : Epoch 606 | loss: 0.0311688 | val_loss: 0.0311862 | Time: 2740.04 ms [2021-01-21 23:35:54 main:574] : INFO : Epoch 607 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 2628.76 ms [2021-01-21 23:35:56 main:574] : INFO : Epoch 608 | loss: 0.031165 | val_loss: 0.0311783 | Time: 2687.16 ms [2021-01-21 23:35:59 main:574] : INFO : Epoch 609 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2673.41 ms [2021-01-21 23:36:02 main:574] : INFO : Epoch 610 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 2644.88 ms [2021-01-21 23:36:05 main:574] : INFO : Epoch 611 | loss: 0.0311643 | val_loss: 0.031176 | Time: 2688.71 ms [2021-01-21 23:36:07 main:574] : INFO : Epoch 612 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 2681.11 ms [2021-01-21 23:36:10 main:574] : INFO : Epoch 613 | loss: 0.031164 | val_loss: 0.0311765 | Time: 2701.65 ms [2021-01-21 23:36:13 main:574] : INFO : Epoch 614 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 2642.9 ms [2021-01-21 23:36:16 main:574] : INFO : Epoch 615 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 2609.28 ms [2021-01-21 23:36:18 main:574] : INFO : Epoch 616 | loss: 0.0311642 | val_loss: 0.0311758 | Time: 2561.33 ms [2021-01-21 23:36:21 main:574] : INFO : Epoch 617 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2603.88 ms [2021-01-21 23:36:23 main:574] : INFO : Epoch 618 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2638.61 ms [2021-01-21 23:36:26 main:574] : INFO : Epoch 619 | loss: 0.0311654 | val_loss: 0.0311784 | Time: 2658.13 ms [2021-01-21 23:36:29 main:574] : INFO : Epoch 620 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2632.54 ms [2021-01-21 23:36:32 main:574] : INFO : Epoch 621 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 2677.56 ms [2021-01-21 23:36:34 main:574] : INFO : Epoch 622 | loss: 0.031165 | val_loss: 0.031178 | Time: 2616.23 ms [2021-01-21 23:36:37 main:574] : INFO : Epoch 623 | loss: 0.0311631 | val_loss: 0.031174 | Time: 2610.42 ms [2021-01-21 23:36:40 main:574] : INFO : Epoch 624 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 2695.22 ms [2021-01-21 23:36:42 main:574] : INFO : Epoch 625 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 2632.65 ms [2021-01-21 23:36:45 main:574] : INFO : Epoch 626 | loss: 0.031162 | val_loss: 0.0311735 | Time: 2548.33 ms [2021-01-21 23:36:48 main:574] : INFO : Epoch 627 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 2684.43 ms [2021-01-21 23:36:50 main:574] : INFO : Epoch 628 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 2649.68 ms [2021-01-21 23:36:53 main:574] : INFO : Epoch 629 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2571.21 ms [2021-01-21 23:36:56 main:574] : INFO : Epoch 630 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 2706.19 ms [2021-01-21 23:36:58 main:574] : INFO : Epoch 631 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 2631.94 ms [2021-01-21 23:37:01 main:574] : INFO : Epoch 632 | loss: 0.0311679 | val_loss: 0.0311839 | Time: 2484.3 ms [2021-01-21 23:37:04 main:574] : INFO : Epoch 633 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 2583.21 ms [2021-01-21 23:37:06 main:574] : INFO : Epoch 634 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 2638.43 ms [2021-01-21 23:37:09 main:574] : INFO : Epoch 635 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 2613.83 ms [2021-01-21 23:37:12 main:574] : INFO : Epoch 636 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 2707.1 ms [2021-01-21 23:37:14 main:574] : INFO : Epoch 637 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 2608.3 ms [2021-01-21 23:37:17 main:574] : INFO : Epoch 638 | loss: 0.0311607 | val_loss: 0.031173 | Time: 2657.65 ms [2021-01-21 23:37:20 main:574] : INFO : Epoch 639 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 2702.55 ms [2021-01-21 23:37:22 main:574] : INFO : Epoch 640 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 2706.41 ms [2021-01-21 23:37:25 main:574] : INFO : Epoch 641 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 2642.02 ms [2021-01-21 23:37:28 main:574] : INFO : Epoch 642 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 2637.85 ms [2021-01-21 23:37:31 main:574] : INFO : Epoch 643 | loss: 0.03116 | val_loss: 0.0311757 | Time: 2657.07 ms [2021-01-21 23:37:33 main:574] : INFO : Epoch 644 | loss: 0.031161 | val_loss: 0.0311767 | Time: 2588.9 ms [2021-01-21 23:37:36 main:574] : INFO : Epoch 645 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 2680.12 ms [2021-01-21 23:37:39 main:574] : INFO : Epoch 646 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 2648.27 ms [2021-01-21 23:37:41 main:574] : INFO : Epoch 647 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 2666.04 ms [2021-01-21 23:37:44 main:574] : INFO : Epoch 648 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 2668.35 ms [2021-01-21 23:37:47 main:574] : INFO : Epoch 649 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 2671.2 ms [2021-01-21 23:37:49 main:574] : INFO : Epoch 650 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 2602.6 ms [2021-01-21 23:37:52 main:574] : INFO : Epoch 651 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 2772.79 ms [2021-01-21 23:37:55 main:574] : INFO : Epoch 652 | loss: 0.0311621 | val_loss: 0.0311796 | Time: 2701.49 ms [2021-01-21 23:37:58 main:574] : INFO : Epoch 653 | loss: 0.0311601 | val_loss: 0.0311771 | Time: 2593.09 ms [2021-01-21 23:38:00 main:574] : INFO : Epoch 654 | loss: 0.0311605 | val_loss: 0.0311839 | Time: 2611.24 ms [2021-01-21 23:38:03 main:574] : INFO : Epoch 655 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 2635.64 ms [2021-01-21 23:38:06 main:574] : INFO : Epoch 656 | loss: 0.0311601 | val_loss: 0.031179 | Time: 2621.64 ms [2021-01-21 23:38:08 main:574] : INFO : Epoch 657 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 2660.47 ms [2021-01-21 23:38:11 main:574] : INFO : Epoch 658 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 2590.35 ms [2021-01-21 23:38:14 main:574] : INFO : Epoch 659 | loss: 0.0311618 | val_loss: 0.0311771 | Time: 2707.07 ms [2021-01-21 23:38:16 main:574] : INFO : Epoch 660 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 2648.93 ms [2021-01-21 23:38:19 main:574] : INFO : Epoch 661 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 2693.64 ms [2021-01-21 23:38:22 main:574] : INFO : Epoch 662 | loss: 0.0311624 | val_loss: 0.0311757 | Time: 2650.63 ms [2021-01-21 23:38:25 main:574] : INFO : Epoch 663 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 2592.82 ms [2021-01-21 23:38:27 main:574] : INFO : Epoch 664 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 2573.28 ms [2021-01-21 23:38:30 main:574] : INFO : Epoch 665 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 2710.01 ms [2021-01-21 23:38:33 main:574] : INFO : Epoch 666 | loss: 0.03116 | val_loss: 0.0311738 | Time: 2616.48 ms [2021-01-21 23:38:35 main:574] : INFO : Epoch 667 | loss: 0.0311599 | val_loss: 0.0311743 | Time: 2613.64 ms [2021-01-21 23:38:38 main:574] : INFO : Epoch 668 | loss: 0.031163 | val_loss: 0.0311768 | Time: 2642.28 ms [2021-01-21 23:38:41 main:574] : INFO : Epoch 669 | loss: 0.0311615 | val_loss: 0.0311777 | Time: 2629.5 ms [2021-01-21 23:38:43 main:574] : INFO : Epoch 670 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 2673.13 ms [2021-01-21 23:38:46 main:574] : INFO : Epoch 671 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 2648.54 ms [2021-01-21 23:38:49 main:574] : INFO : Epoch 672 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 2627.41 ms [2021-01-21 23:38:52 main:574] : INFO : Epoch 673 | loss: 0.031161 | val_loss: 0.031181 | Time: 2663.13 ms [2021-01-21 23:38:54 main:574] : INFO : Epoch 674 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 2667.23 ms [2021-01-21 23:38:57 main:574] : INFO : Epoch 675 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 2617.21 ms [2021-01-21 23:39:00 main:574] : INFO : Epoch 676 | loss: 0.0311593 | val_loss: 0.0311765 | Time: 2731.5 ms [2021-01-21 23:39:03 main:574] : INFO : Epoch 677 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 2662.05 ms [2021-01-21 23:39:05 main:574] : INFO : Epoch 678 | loss: 0.0311603 | val_loss: 0.0311747 | Time: 2674.6 ms [2021-01-21 23:39:08 main:574] : INFO : Epoch 679 | loss: 0.0311589 | val_loss: 0.0311748 | Time: 2659.92 ms [2021-01-21 23:39:11 main:574] : INFO : Epoch 680 | loss: 0.0311583 | val_loss: 0.0311739 | Time: 2622.18 ms [2021-01-21 23:39:13 main:574] : INFO : Epoch 681 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 2590.57 ms [2021-01-21 23:39:16 main:574] : INFO : Epoch 682 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 2539.75 ms [2021-01-21 23:39:19 main:574] : INFO : Epoch 683 | loss: 0.0311597 | val_loss: 0.0311754 | Time: 2618.74 ms [2021-01-21 23:39:21 main:574] : INFO : Epoch 684 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 2658.5 ms [2021-01-21 23:39:24 main:574] : INFO : Epoch 685 | loss: 0.0311589 | val_loss: 0.0311758 | Time: 2611.8 ms [2021-01-21 23:39:27 main:574] : INFO : Epoch 686 | loss: 0.0311583 | val_loss: 0.0311767 | Time: 2617.41 ms [2021-01-21 23:39:29 main:574] : INFO : Epoch 687 | loss: 0.0311586 | val_loss: 0.0311768 | Time: 2634.12 ms [2021-01-21 23:39:32 main:574] : INFO : Epoch 688 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 2688.63 ms [2021-01-21 23:39:35 main:574] : INFO : Epoch 689 | loss: 0.0311579 | val_loss: 0.0311756 | Time: 2696.4 ms [2021-01-21 23:39:37 main:574] : INFO : Epoch 690 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 2682.61 ms [2021-01-21 23:39:40 main:574] : INFO : Epoch 691 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 2628.98 ms [2021-01-21 23:39:43 main:574] : INFO : Epoch 692 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 2596.52 ms [2021-01-21 23:39:45 main:574] : INFO : Epoch 693 | loss: 0.0311586 | val_loss: 0.0311762 | Time: 2632.36 ms [2021-01-21 23:39:48 main:574] : INFO : Epoch 694 | loss: 0.0311601 | val_loss: 0.0311785 | Time: 2683.02 ms [2021-01-21 23:39:51 main:574] : INFO : Epoch 695 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 2721.56 ms [2021-01-21 23:39:54 main:574] : INFO : Epoch 696 | loss: 0.0311621 | val_loss: 0.0311783 | Time: 2580.54 ms [2021-01-21 23:39:56 main:574] : INFO : Epoch 697 | loss: 0.0311583 | val_loss: 0.0311825 | Time: 2685.83 ms [2021-01-21 23:39:59 main:574] : INFO : Epoch 698 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 2663.3 ms [2021-01-21 23:40:02 main:574] : INFO : Epoch 699 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2691.41 ms [2021-01-21 23:40:04 main:574] : INFO : Epoch 700 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 2580.26 ms [2021-01-21 23:40:07 main:574] : INFO : Epoch 701 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2629.38 ms [2021-01-21 23:40:10 main:574] : INFO : Epoch 702 | loss: 0.03116 | val_loss: 0.03118 | Time: 2589.23 ms [2021-01-21 23:40:12 main:574] : INFO : Epoch 703 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 2610.54 ms [2021-01-21 23:40:15 main:574] : INFO : Epoch 704 | loss: 0.0311594 | val_loss: 0.0311746 | Time: 2554.37 ms [2021-01-21 23:40:17 main:574] : INFO : Epoch 705 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 2602.05 ms [2021-01-21 23:40:20 main:574] : INFO : Epoch 706 | loss: 0.0311593 | val_loss: 0.0311767 | Time: 2606.85 ms [2021-01-21 23:40:23 main:574] : INFO : Epoch 707 | loss: 0.0311605 | val_loss: 0.031173 | Time: 2667.66 ms [2021-01-21 23:40:25 main:574] : INFO : Epoch 708 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 2561.41 ms [2021-01-21 23:40:28 main:574] : INFO : Epoch 709 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 2521.62 ms [2021-01-21 23:40:31 main:574] : INFO : Epoch 710 | loss: 0.0311592 | val_loss: 0.0311742 | Time: 2656.86 ms [2021-01-21 23:40:33 main:574] : INFO : Epoch 711 | loss: 0.0311598 | val_loss: 0.0311785 | Time: 2623.44 ms [2021-01-21 23:40:36 main:574] : INFO : Epoch 712 | loss: 0.0311593 | val_loss: 0.0311805 | Time: 2650.58 ms [2021-01-21 23:40:39 main:574] : INFO : Epoch 713 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 2655.25 ms [2021-01-21 23:40:41 main:574] : INFO : Epoch 714 | loss: 0.0311592 | val_loss: 0.0311749 | Time: 2577.74 ms [2021-01-21 23:40:44 main:574] : INFO : Epoch 715 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 2680.16 ms [2021-01-21 23:40:47 main:574] : INFO : Epoch 716 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 2582.16 ms [2021-01-21 23:40:50 main:574] : INFO : Epoch 717 | loss: 0.0311576 | val_loss: 0.0311738 | Time: 2710.43 ms [2021-01-21 23:40:52 main:574] : INFO : Epoch 718 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 2630.73 ms [2021-01-21 23:40:55 main:574] : INFO : Epoch 719 | loss: 0.0311609 | val_loss: 0.0311796 | Time: 2666.85 ms [2021-01-21 23:40:58 main:574] : INFO : Epoch 720 | loss: 0.031158 | val_loss: 0.0311761 | Time: 2689.4 ms [2021-01-21 23:41:00 main:574] : INFO : Epoch 721 | loss: 0.0311584 | val_loss: 0.031176 | Time: 2618.88 ms [2021-01-21 23:41:03 main:574] : INFO : Epoch 722 | loss: 0.0311586 | val_loss: 0.0311747 | Time: 2607.21 ms [2021-01-21 23:41:06 main:574] : INFO : Epoch 723 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 2644.93 ms [2021-01-21 23:41:08 main:574] : INFO : Epoch 724 | loss: 0.0311587 | val_loss: 0.031175 | Time: 2651.32 ms [2021-01-21 23:41:11 main:574] : INFO : Epoch 725 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 2620.95 ms [2021-01-21 23:41:14 main:574] : INFO : Epoch 726 | loss: 0.0311605 | val_loss: 0.031174 | Time: 2612.77 ms [2021-01-21 23:41:16 main:574] : INFO : Epoch 727 | loss: 0.0311585 | val_loss: 0.0311776 | Time: 2660.38 ms [2021-01-21 23:41:19 main:574] : INFO : Epoch 728 | loss: 0.0311596 | val_loss: 0.0311771 | Time: 2677.51 ms [2021-01-21 23:41:22 main:574] : INFO : Epoch 729 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 2607.46 ms [2021-01-21 23:41:24 main:574] : INFO : Epoch 730 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 2623.93 ms [2021-01-21 23:41:27 main:574] : INFO : Epoch 731 | loss: 0.0311575 | val_loss: 0.0311788 | Time: 2628.17 ms [2021-01-21 23:41:30 main:574] : INFO : Epoch 732 | loss: 0.03116 | val_loss: 0.0311802 | Time: 2628.29 ms [2021-01-21 23:41:33 main:574] : INFO : Epoch 733 | loss: 0.0311587 | val_loss: 0.0311751 | Time: 2650.52 ms [2021-01-21 23:41:35 main:574] : INFO : Epoch 734 | loss: 0.0311589 | val_loss: 0.0311754 | Time: 2635.29 ms [2021-01-21 23:41:38 main:574] : INFO : Epoch 735 | loss: 0.0311595 | val_loss: 0.0311806 | Time: 2608.83 ms [2021-01-21 23:41:41 main:574] : INFO : Epoch 736 | loss: 0.0311598 | val_loss: 0.0311768 | Time: 2586.33 ms [2021-01-21 23:41:43 main:574] : INFO : Epoch 737 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 2596.2 ms [2021-01-21 23:41:46 main:574] : INFO : Epoch 738 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 2617.33 ms [2021-01-21 23:41:49 main:574] : INFO : Epoch 739 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 2688.61 ms [2021-01-21 23:41:51 main:574] : INFO : Epoch 740 | loss: 0.0311583 | val_loss: 0.0311764 | Time: 2635.42 ms [2021-01-21 23:41:54 main:574] : INFO : Epoch 741 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 2711.02 ms [2021-01-21 23:41:57 main:574] : INFO : Epoch 742 | loss: 0.0311618 | val_loss: 0.0311763 | Time: 2626.08 ms [2021-01-21 23:41:59 main:574] : INFO : Epoch 743 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 2570.9 ms [2021-01-21 23:42:02 main:574] : INFO : Epoch 744 | loss: 0.0311588 | val_loss: 0.0311766 | Time: 2687.8 ms [2021-01-21 23:42:05 main:574] : INFO : Epoch 745 | loss: 0.031159 | val_loss: 0.0311809 | Time: 2625.2 ms [2021-01-21 23:42:08 main:574] : INFO : Epoch 746 | loss: 0.0311605 | val_loss: 0.0311792 | Time: 2661.63 ms [2021-01-21 23:42:10 main:574] : INFO : Epoch 747 | loss: 0.0311646 | val_loss: 0.0311765 | Time: 2627.19 ms [2021-01-21 23:42:13 main:574] : INFO : Epoch 748 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 2617.64 ms [2021-01-21 23:42:16 main:574] : INFO : Epoch 749 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 2599.69 ms [2021-01-21 23:42:18 main:574] : INFO : Epoch 750 | loss: 0.0311594 | val_loss: 0.0311777 | Time: 2612.61 ms [2021-01-21 23:42:21 main:574] : INFO : Epoch 751 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 2718.04 ms [2021-01-21 23:42:24 main:574] : INFO : Epoch 752 | loss: 0.0311593 | val_loss: 0.0311776 | Time: 2595.17 ms [2021-01-21 23:42:26 main:574] : INFO : Epoch 753 | loss: 0.0311607 | val_loss: 0.0311785 | Time: 2570.92 ms [2021-01-21 23:42:29 main:574] : INFO : Epoch 754 | loss: 0.03116 | val_loss: 0.0311778 | Time: 2625.59 ms [2021-01-21 23:42:32 main:574] : INFO : Epoch 755 | loss: 0.0311609 | val_loss: 0.0311804 | Time: 2623.6 ms [2021-01-21 23:42:34 main:574] : INFO : Epoch 756 | loss: 0.0311614 | val_loss: 0.0311774 | Time: 2584.33 ms [2021-01-21 23:42:37 main:574] : INFO : Epoch 757 | loss: 0.0311605 | val_loss: 0.0311774 | Time: 2618.55 ms [2021-01-21 23:42:40 main:574] : INFO : Epoch 758 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2664.5 ms [2021-01-21 23:42:42 main:574] : INFO : Epoch 759 | loss: 0.03116 | val_loss: 0.0311765 | Time: 2624.96 ms [2021-01-21 23:42:45 main:574] : INFO : Epoch 760 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 2683.99 ms [2021-01-21 23:42:48 main:574] : INFO : Epoch 761 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 2696.98 ms [2021-01-21 23:42:51 main:574] : INFO : Epoch 762 | loss: 0.0311584 | val_loss: 0.0311763 | Time: 2612.87 ms [2021-01-21 23:42:53 main:574] : INFO : Epoch 763 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 2685.97 ms [2021-01-21 23:42:56 main:574] : INFO : Epoch 764 | loss: 0.031161 | val_loss: 0.0311787 | Time: 2654.99 ms [2021-01-21 23:42:59 main:574] : INFO : Epoch 765 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 2609.7 ms [2021-01-21 23:43:01 main:574] : INFO : Epoch 766 | loss: 0.0311596 | val_loss: 0.0311749 | Time: 2670.26 ms [2021-01-21 23:43:04 main:574] : INFO : Epoch 767 | loss: 0.0311574 | val_loss: 0.0311813 | Time: 2636.2 ms [2021-01-21 23:43:07 main:574] : INFO : Epoch 768 | loss: 0.0311575 | val_loss: 0.0311825 | Time: 2640.63 ms [2021-01-21 23:43:09 main:574] : INFO : Epoch 769 | loss: 0.0311596 | val_loss: 0.0311761 | Time: 2622.16 ms [2021-01-21 23:43:12 main:574] : INFO : Epoch 770 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 2624.38 ms [2021-01-21 23:43:15 main:574] : INFO : Epoch 771 | loss: 0.031157 | val_loss: 0.0311742 | Time: 2603.32 ms [2021-01-21 23:43:17 main:574] : INFO : Epoch 772 | loss: 0.0311573 | val_loss: 0.0311741 | Time: 2644.97 ms [2021-01-21 23:43:20 main:574] : INFO : Epoch 773 | loss: 0.031156 | val_loss: 0.031178 | Time: 2646.44 ms [2021-01-21 23:43:23 main:574] : INFO : Epoch 774 | loss: 0.0311568 | val_loss: 0.031175 | Time: 2580.61 ms [2021-01-21 23:43:25 main:574] : INFO : Epoch 775 | loss: 0.0311583 | val_loss: 0.0311786 | Time: 2638.93 ms [2021-01-21 23:43:28 main:574] : INFO : Epoch 776 | loss: 0.0311594 | val_loss: 0.0311807 | Time: 2631.96 ms [2021-01-21 23:43:31 main:574] : INFO : Epoch 777 | loss: 0.0311582 | val_loss: 0.0311843 | Time: 2621.76 ms [2021-01-21 23:43:33 main:574] : INFO : Epoch 778 | loss: 0.0311567 | val_loss: 0.0311755 | Time: 2627.77 ms [2021-01-21 23:43:36 main:574] : INFO : Epoch 779 | loss: 0.0311564 | val_loss: 0.031177 | Time: 2718.73 ms [2021-01-21 23:43:39 main:574] : INFO : Epoch 780 | loss: 0.0311565 | val_loss: 0.0311815 | Time: 2533.54 ms [2021-01-21 23:43:41 main:574] : INFO : Epoch 781 | loss: 0.03116 | val_loss: 0.031176 | Time: 2576.37 ms [2021-01-21 23:43:44 main:574] : INFO : Epoch 782 | loss: 0.031159 | val_loss: 0.031181 | Time: 2615.3 ms [2021-01-21 23:43:47 main:574] : INFO : Epoch 783 | loss: 0.0311593 | val_loss: 0.0311792 | Time: 2598.13 ms [2021-01-21 23:43:49 main:574] : INFO : Epoch 784 | loss: 0.0311576 | val_loss: 0.0311799 | Time: 2646.23 ms [2021-01-21 23:43:52 main:574] : INFO : Epoch 785 | loss: 0.031158 | val_loss: 0.0311778 | Time: 2693.53 ms [2021-01-21 23:43:55 main:574] : INFO : Epoch 786 | loss: 0.0311567 | val_loss: 0.03118 | Time: 2632.21 ms [2021-01-21 23:43:57 main:574] : INFO : Epoch 787 | loss: 0.0311573 | val_loss: 0.0311789 | Time: 2626.06 ms [2021-01-21 23:44:00 main:574] : INFO : Epoch 788 | loss: 0.0311634 | val_loss: 0.0312056 | Time: 2646.09 ms [2021-01-21 23:44:03 main:574] : INFO : Epoch 789 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 2671.03 ms [2021-01-21 23:44:05 main:574] : INFO : Epoch 790 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 2591.8 ms [2021-01-21 23:44:08 main:574] : INFO : Epoch 791 | loss: 0.031163 | val_loss: 0.0311782 | Time: 2613.72 ms [2021-01-21 23:44:11 main:574] : INFO : Epoch 792 | loss: 0.031163 | val_loss: 0.0311768 | Time: 2689.88 ms [2021-01-21 23:44:13 main:574] : INFO : Epoch 793 | loss: 0.0311602 | val_loss: 0.031175 | Time: 2587.49 ms [2021-01-21 23:44:16 main:574] : INFO : Epoch 794 | loss: 0.0311578 | val_loss: 0.0311767 | Time: 2635.41 ms [2021-01-21 23:44:19 main:574] : INFO : Epoch 795 | loss: 0.0311565 | val_loss: 0.0311773 | Time: 2695.93 ms [2021-01-21 23:44:22 main:574] : INFO : Epoch 796 | loss: 0.0311587 | val_loss: 0.0311751 | Time: 2638.4 ms [2021-01-21 23:44:24 main:574] : INFO : Epoch 797 | loss: 0.0311564 | val_loss: 0.0311746 | Time: 2727.71 ms [2021-01-21 23:44:27 main:574] : INFO : Epoch 798 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 2611.56 ms [2021-01-21 23:44:30 main:574] : INFO : Epoch 799 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 2618.14 ms [2021-01-21 23:44:32 main:574] : INFO : Epoch 800 | loss: 0.0311555 | val_loss: 0.0311747 | Time: 2631.01 ms [2021-01-21 23:44:35 main:574] : INFO : Epoch 801 | loss: 0.0311553 | val_loss: 0.0311766 | Time: 2588.26 ms [2021-01-21 23:44:38 main:574] : INFO : Epoch 802 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 2604.58 ms [2021-01-21 23:44:40 main:574] : INFO : Epoch 803 | loss: 0.0311561 | val_loss: 0.0311726 | Time: 2641.84 ms [2021-01-21 23:44:43 main:574] : INFO : Epoch 804 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 2659.37 ms [2021-01-21 23:44:46 main:574] : INFO : Epoch 805 | loss: 0.0311549 | val_loss: 0.0311742 | Time: 2633.48 ms [2021-01-21 23:44:48 main:574] : INFO : Epoch 806 | loss: 0.0311545 | val_loss: 0.0311755 | Time: 2647.34 ms [2021-01-21 23:44:51 main:574] : INFO : Epoch 807 | loss: 0.0311538 | val_loss: 0.0311756 | Time: 2614.31 ms [2021-01-21 23:44:54 main:574] : INFO : Epoch 808 | loss: 0.0311535 | val_loss: 0.0311794 | Time: 2589.57 ms [2021-01-21 23:44:56 main:574] : INFO : Epoch 809 | loss: 0.0311542 | val_loss: 0.0311751 | Time: 2683.33 ms [2021-01-21 23:44:59 main:574] : INFO : Epoch 810 | loss: 0.0311534 | val_loss: 0.0311766 | Time: 2644.73 ms [2021-01-21 23:45:02 main:574] : INFO : Epoch 811 | loss: 0.0311542 | val_loss: 0.0311771 | Time: 2716.06 ms [2021-01-21 23:45:04 main:574] : INFO : Epoch 812 | loss: 0.0311534 | val_loss: 0.0311743 | Time: 2630.32 ms [2021-01-21 23:45:07 main:574] : INFO : Epoch 813 | loss: 0.0311552 | val_loss: 0.0311788 | Time: 2690.23 ms [2021-01-21 23:45:10 main:574] : INFO : Epoch 814 | loss: 0.0311557 | val_loss: 0.0311798 | Time: 2632.42 ms [2021-01-21 23:45:13 main:574] : INFO : Epoch 815 | loss: 0.031155 | val_loss: 0.0311747 | Time: 2614.47 ms [2021-01-21 23:45:15 main:574] : INFO : Epoch 816 | loss: 0.031153 | val_loss: 0.0311753 | Time: 2627.45 ms [2021-01-21 23:45:18 main:574] : INFO : Epoch 817 | loss: 0.0311522 | val_loss: 0.0311793 | Time: 2629.22 ms [2021-01-21 23:45:20 main:574] : INFO : Epoch 818 | loss: 0.0311522 | val_loss: 0.0311814 | Time: 2574.28 ms [2021-01-21 23:45:23 main:574] : INFO : Epoch 819 | loss: 0.0311531 | val_loss: 0.0311782 | Time: 2694.95 ms [2021-01-21 23:45:26 main:574] : INFO : Epoch 820 | loss: 0.0311518 | val_loss: 0.0311752 | Time: 2648.7 ms [2021-01-21 23:45:29 main:574] : INFO : Epoch 821 | loss: 0.0311515 | val_loss: 0.0311845 | Time: 2670.64 ms [2021-01-21 23:45:31 main:574] : INFO : Epoch 822 | loss: 0.031155 | val_loss: 0.0311751 | Time: 2600.28 ms [2021-01-21 23:45:34 main:574] : INFO : Epoch 823 | loss: 0.0311524 | val_loss: 0.031177 | Time: 2649.53 ms [2021-01-21 23:45:37 main:574] : INFO : Epoch 824 | loss: 0.0311524 | val_loss: 0.0311774 | Time: 2655.94 ms [2021-01-21 23:45:39 main:574] : INFO : Epoch 825 | loss: 0.0311523 | val_loss: 0.0311811 | Time: 2629.49 ms [2021-01-21 23:45:42 main:574] : INFO : Epoch 826 | loss: 0.0311534 | val_loss: 0.0311771 | Time: 2619.32 ms [2021-01-21 23:45:45 main:574] : INFO : Epoch 827 | loss: 0.0311535 | val_loss: 0.0311819 | Time: 2619.74 ms [2021-01-21 23:45:47 main:574] : INFO : Epoch 828 | loss: 0.0311543 | val_loss: 0.0311803 | Time: 2693.4 ms [2021-01-21 23:45:50 main:574] : INFO : Epoch 829 | loss: 0.0311519 | val_loss: 0.0311768 | Time: 2613.08 ms [2021-01-21 23:45:53 main:574] : INFO : Epoch 830 | loss: 0.0311522 | val_loss: 0.0311798 | Time: 2597.51 ms [2021-01-21 23:45:55 main:574] : INFO : Epoch 831 | loss: 0.0311542 | val_loss: 0.0311798 | Time: 2663.46 ms [2021-01-21 23:45:58 main:574] : INFO : Epoch 832 | loss: 0.0311546 | val_loss: 0.0311781 | Time: 2571.34 ms [2021-01-21 23:46:01 main:574] : INFO : Epoch 833 | loss: 0.0311548 | val_loss: 0.0311771 | Time: 2608.81 ms [2021-01-21 23:46:03 main:574] : INFO : Epoch 834 | loss: 0.0311537 | val_loss: 0.0311793 | Time: 2592.33 ms [2021-01-21 23:46:06 main:574] : INFO : Epoch 835 | loss: 0.0311555 | val_loss: 0.0311871 | Time: 2559.51 ms [2021-01-21 23:46:09 main:574] : INFO : Epoch 836 | loss: 0.0311658 | val_loss: 0.0311911 | Time: 2624.11 ms [2021-01-21 23:46:11 main:574] : INFO : Epoch 837 | loss: 0.0311955 | val_loss: 0.0313812 | Time: 2665.75 ms [2021-01-21 23:46:14 main:574] : INFO : Epoch 838 | loss: 0.0326112 | val_loss: 0.0328296 | Time: 2687.49 ms [2021-01-21 23:46:17 main:574] : INFO : Epoch 839 | loss: 0.043719 | val_loss: 0.0553764 | Time: 2638.25 ms [2021-01-21 23:46:20 main:574] : INFO : Epoch 840 | loss: 0.0354387 | val_loss: 0.03197 | Time: 2648.09 ms [2021-01-21 23:46:22 main:574] : INFO : Epoch 841 | loss: 0.031663 | val_loss: 0.0313347 | Time: 2663.67 ms [2021-01-21 23:46:25 main:574] : INFO : Epoch 842 | loss: 0.0312691 | val_loss: 0.031211 | Time: 2626.14 ms [2021-01-21 23:46:27 main:574] : INFO : Epoch 843 | loss: 0.0311972 | val_loss: 0.0311934 | Time: 2606.39 ms [2021-01-21 23:46:30 main:574] : INFO : Epoch 844 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 2560.87 ms [2021-01-21 23:46:33 main:574] : INFO : Epoch 845 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2694.29 ms [2021-01-21 23:46:35 main:574] : INFO : Epoch 846 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 2604.11 ms [2021-01-21 23:46:38 main:574] : INFO : Epoch 847 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 2530.8 ms [2021-01-21 23:46:41 main:574] : INFO : Epoch 848 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 2670.31 ms [2021-01-21 23:46:43 main:574] : INFO : Epoch 849 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 2643.38 ms [2021-01-21 23:46:46 main:574] : INFO : Epoch 850 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 2679.49 ms [2021-01-21 23:46:49 main:574] : INFO : Epoch 851 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 2609.87 ms [2021-01-21 23:46:51 main:574] : INFO : Epoch 852 | loss: 0.031167 | val_loss: 0.0311764 | Time: 2616.53 ms [2021-01-21 23:46:54 main:574] : INFO : Epoch 853 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2597.98 ms [2021-01-21 23:46:57 main:574] : INFO : Epoch 854 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 2668.78 ms [2021-01-21 23:46:59 main:574] : INFO : Epoch 855 | loss: 0.031165 | val_loss: 0.0311767 | Time: 2638.02 ms [2021-01-21 23:47:02 main:574] : INFO : Epoch 856 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 2608.14 ms [2021-01-21 23:47:05 main:574] : INFO : Epoch 857 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 2642.93 ms [2021-01-21 23:47:07 main:574] : INFO : Epoch 858 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 2634.93 ms [2021-01-21 23:47:10 main:574] : INFO : Epoch 859 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 2587.05 ms [2021-01-21 23:47:13 main:574] : INFO : Epoch 860 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 2644.54 ms [2021-01-21 23:47:15 main:574] : INFO : Epoch 861 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 2638.39 ms [2021-01-21 23:47:18 main:574] : INFO : Epoch 862 | loss: 0.031163 | val_loss: 0.0311749 | Time: 2651.53 ms [2021-01-21 23:47:21 main:574] : INFO : Epoch 863 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2644.96 ms [2021-01-21 23:47:23 main:574] : INFO : Epoch 864 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 2649.42 ms [2021-01-21 23:47:26 main:574] : INFO : Epoch 865 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 2617.14 ms [2021-01-21 23:47:29 main:574] : INFO : Epoch 866 | loss: 0.031162 | val_loss: 0.0311747 | Time: 2668.27 ms [2021-01-21 23:47:31 main:574] : INFO : Epoch 867 | loss: 0.0311618 | val_loss: 0.0311755 | Time: 2711 ms [2021-01-21 23:47:34 main:574] : INFO : Epoch 868 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2577.33 ms [2021-01-21 23:47:37 main:574] : INFO : Epoch 869 | loss: 0.0311609 | val_loss: 0.0311749 | Time: 2602.99 ms [2021-01-21 23:47:39 main:574] : INFO : Epoch 870 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2672.45 ms [2021-01-21 23:47:42 main:574] : INFO : Epoch 871 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 2595.22 ms [2021-01-21 23:47:45 main:574] : INFO : Epoch 872 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 2590.85 ms [2021-01-21 23:47:47 main:574] : INFO : Epoch 873 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 2614.97 ms [2021-01-21 23:47:50 main:574] : INFO : Epoch 874 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 2616.19 ms [2021-01-21 23:47:53 main:574] : INFO : Epoch 875 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 2684.02 ms [2021-01-21 23:47:55 main:574] : INFO : Epoch 876 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 2617.3 ms [2021-01-21 23:47:58 main:574] : INFO : Epoch 877 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 2694.34 ms [2021-01-21 23:48:01 main:574] : INFO : Epoch 878 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 2581.59 ms [2021-01-21 23:48:03 main:574] : INFO : Epoch 879 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 2664.53 ms [2021-01-21 23:48:06 main:574] : INFO : Epoch 880 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 2647.9 ms [2021-01-21 23:48:09 main:574] : INFO : Epoch 881 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 2592.05 ms [2021-01-21 23:48:11 main:574] : INFO : Epoch 882 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2652.83 ms [2021-01-21 23:48:14 main:574] : INFO : Epoch 883 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 2620.88 ms [2021-01-21 23:48:17 main:574] : INFO : Epoch 884 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 2614.37 ms [2021-01-21 23:48:19 main:574] : INFO : Epoch 885 | loss: 0.0311574 | val_loss: 0.0311711 | Time: 2703.22 ms [2021-01-21 23:48:22 main:574] : INFO : Epoch 886 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 2671.35 ms [2021-01-21 23:48:25 main:574] : INFO : Epoch 887 | loss: 0.031157 | val_loss: 0.0311701 | Time: 2647.76 ms [2021-01-21 23:48:27 main:574] : INFO : Epoch 888 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 2547.81 ms [2021-01-21 23:48:30 main:574] : INFO : Epoch 889 | loss: 0.031157 | val_loss: 0.031173 | Time: 2749.3 ms [2021-01-21 23:48:33 main:574] : INFO : Epoch 890 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 2636.34 ms [2021-01-21 23:48:36 main:574] : INFO : Epoch 891 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2671.46 ms [2021-01-21 23:48:38 main:574] : INFO : Epoch 892 | loss: 0.0311573 | val_loss: 0.0311703 | Time: 2609.03 ms [2021-01-21 23:48:41 main:574] : INFO : Epoch 893 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 2609.46 ms [2021-01-21 23:48:44 main:574] : INFO : Epoch 894 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 2685.93 ms [2021-01-21 23:48:46 main:574] : INFO : Epoch 895 | loss: 0.0311571 | val_loss: 0.0311723 | Time: 2596.39 ms [2021-01-21 23:48:49 main:574] : INFO : Epoch 896 | loss: 0.031157 | val_loss: 0.0311726 | Time: 2657.09 ms [2021-01-21 23:48:52 main:574] : INFO : Epoch 897 | loss: 0.0311569 | val_loss: 0.0311727 | Time: 2592.89 ms [2021-01-21 23:48:54 main:574] : INFO : Epoch 898 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 2642.81 ms [2021-01-21 23:48:57 main:574] : INFO : Epoch 899 | loss: 0.0311565 | val_loss: 0.0311715 | Time: 2682.21 ms [2021-01-21 23:49:00 main:574] : INFO : Epoch 900 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 2604.64 ms [2021-01-21 23:49:02 main:574] : INFO : Epoch 901 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 2610.78 ms [2021-01-21 23:49:05 main:574] : INFO : Epoch 902 | loss: 0.0311561 | val_loss: 0.0311723 | Time: 2625.76 ms [2021-01-21 23:49:08 main:574] : INFO : Epoch 903 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 2650.08 ms [2021-01-21 23:49:10 main:574] : INFO : Epoch 904 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2643.94 ms [2021-01-21 23:49:13 main:574] : INFO : Epoch 905 | loss: 0.0311561 | val_loss: 0.0311712 | Time: 2720.41 ms [2021-01-21 23:49:16 main:574] : INFO : Epoch 906 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 2633 ms [2021-01-21 23:49:19 main:574] : INFO : Epoch 907 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 2571.07 ms [2021-01-21 23:49:21 main:574] : INFO : Epoch 908 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 2593.87 ms [2021-01-21 23:49:24 main:574] : INFO : Epoch 909 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 2643.09 ms [2021-01-21 23:49:27 main:574] : INFO : Epoch 910 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 2636.51 ms [2021-01-21 23:49:29 main:574] : INFO : Epoch 911 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 2613.23 ms [2021-01-21 23:49:32 main:574] : INFO : Epoch 912 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 2611.77 ms [2021-01-21 23:49:35 main:574] : INFO : Epoch 913 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 2658.07 ms [2021-01-21 23:49:37 main:574] : INFO : Epoch 914 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 2578.58 ms [2021-01-21 23:49:40 main:574] : INFO : Epoch 915 | loss: 0.0311546 | val_loss: 0.0311712 | Time: 2585.8 ms [2021-01-21 23:49:42 main:574] : INFO : Epoch 916 | loss: 0.0311572 | val_loss: 0.031174 | Time: 2661.2 ms [2021-01-21 23:49:45 main:574] : INFO : Epoch 917 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 2617.47 ms [2021-01-21 23:49:48 main:574] : INFO : Epoch 918 | loss: 0.031155 | val_loss: 0.0311722 | Time: 2627.46 ms [2021-01-21 23:49:50 main:574] : INFO : Epoch 919 | loss: 0.0311551 | val_loss: 0.0311734 | Time: 2585.32 ms [2021-01-21 23:49:53 main:574] : INFO : Epoch 920 | loss: 0.0311553 | val_loss: 0.0311726 | Time: 2658.37 ms [2021-01-21 23:49:56 main:574] : INFO : Epoch 921 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 2622.88 ms [2021-01-21 23:49:59 main:574] : INFO : Epoch 922 | loss: 0.0311559 | val_loss: 0.031171 | Time: 2635.89 ms [2021-01-21 23:50:01 main:574] : INFO : Epoch 923 | loss: 0.031155 | val_loss: 0.0311698 | Time: 2669.74 ms [2021-01-21 23:50:04 main:574] : INFO : Epoch 924 | loss: 0.0311556 | val_loss: 0.031172 | Time: 2576.2 ms [2021-01-21 23:50:07 main:574] : INFO : Epoch 925 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 2621.43 ms [2021-01-21 23:50:09 main:574] : INFO : Epoch 926 | loss: 0.0311548 | val_loss: 0.0311714 | Time: 2610.13 ms [2021-01-21 23:50:12 main:574] : INFO : Epoch 927 | loss: 0.0311545 | val_loss: 0.0311698 | Time: 2585.94 ms [2021-01-21 23:50:15 main:574] : INFO : Epoch 928 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 2625.51 ms [2021-01-21 23:50:17 main:574] : INFO : Epoch 929 | loss: 0.0311557 | val_loss: 0.031173 | Time: 2590.58 ms [2021-01-21 23:50:20 main:574] : INFO : Epoch 930 | loss: 0.0311552 | val_loss: 0.031174 | Time: 2638.59 ms [2021-01-21 23:50:23 main:574] : INFO : Epoch 931 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 2693.12 ms [2021-01-21 23:50:25 main:574] : INFO : Epoch 932 | loss: 0.0311557 | val_loss: 0.03117 | Time: 2602.16 ms [2021-01-21 23:50:28 main:574] : INFO : Epoch 933 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 2598.61 ms [2021-01-21 23:50:31 main:574] : INFO : Epoch 934 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2652.43 ms [2021-01-21 23:50:33 main:574] : INFO : Epoch 935 | loss: 0.0311548 | val_loss: 0.0311716 | Time: 2563.2 ms [2021-01-21 23:50:36 main:574] : INFO : Epoch 936 | loss: 0.0311559 | val_loss: 0.0311759 | Time: 2623.11 ms [2021-01-21 23:50:39 main:574] : INFO : Epoch 937 | loss: 0.0311549 | val_loss: 0.0311738 | Time: 2573.62 ms [2021-01-21 23:50:41 main:574] : INFO : Epoch 938 | loss: 0.0311556 | val_loss: 0.0311717 | Time: 2617.96 ms [2021-01-21 23:50:44 main:574] : INFO : Epoch 939 | loss: 0.0311558 | val_loss: 0.0311728 | Time: 2651.87 ms [2021-01-21 23:50:47 main:574] : INFO : Epoch 940 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 2594.58 ms [2021-01-21 23:50:49 main:574] : INFO : Epoch 941 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 2619.42 ms [2021-01-21 23:50:52 main:574] : INFO : Epoch 942 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 2574.96 ms [2021-01-21 23:50:55 main:574] : INFO : Epoch 943 | loss: 0.0311526 | val_loss: 0.03117 | Time: 2686.31 ms [2021-01-21 23:50:57 main:574] : INFO : Epoch 944 | loss: 0.0311534 | val_loss: 0.0311706 | Time: 2683.88 ms [2021-01-21 23:51:00 main:574] : INFO : Epoch 945 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 2543.31 ms [2021-01-21 23:51:02 main:574] : INFO : Epoch 946 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 2577.69 ms [2021-01-21 23:51:05 main:574] : INFO : Epoch 947 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 2686.61 ms [2021-01-21 23:51:08 main:574] : INFO : Epoch 948 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 2686.93 ms [2021-01-21 23:51:11 main:574] : INFO : Epoch 949 | loss: 0.0311519 | val_loss: 0.0311743 | Time: 2704.84 ms [2021-01-21 23:51:13 main:574] : INFO : Epoch 950 | loss: 0.0311528 | val_loss: 0.031171 | Time: 2636.49 ms [2021-01-21 23:51:16 main:574] : INFO : Epoch 951 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 2650.47 ms [2021-01-21 23:51:19 main:574] : INFO : Epoch 952 | loss: 0.0311512 | val_loss: 0.0311689 | Time: 2648.22 ms [2021-01-21 23:51:21 main:574] : INFO : Epoch 953 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 2589.76 ms [2021-01-21 23:51:24 main:574] : INFO : Epoch 954 | loss: 0.0311507 | val_loss: 0.0311698 | Time: 2631.03 ms [2021-01-21 23:51:27 main:574] : INFO : Epoch 955 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 2625.56 ms [2021-01-21 23:51:29 main:574] : INFO : Epoch 956 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 2583.21 ms [2021-01-21 23:51:32 main:574] : INFO : Epoch 957 | loss: 0.0311562 | val_loss: 0.0311717 | Time: 2709.54 ms [2021-01-21 23:51:35 main:574] : INFO : Epoch 958 | loss: 0.031157 | val_loss: 0.0311732 | Time: 2672.89 ms [2021-01-21 23:51:38 main:574] : INFO : Epoch 959 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 2674.53 ms [2021-01-21 23:51:40 main:574] : INFO : Epoch 960 | loss: 0.0311564 | val_loss: 0.0311721 | Time: 2587.82 ms [2021-01-21 23:51:43 main:574] : INFO : Epoch 961 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 2668.68 ms [2021-01-21 23:51:46 main:574] : INFO : Epoch 962 | loss: 0.0311553 | val_loss: 0.0311739 | Time: 2597.66 ms [2021-01-21 23:51:48 main:574] : INFO : Epoch 963 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 2570.36 ms [2021-01-21 23:51:51 main:574] : INFO : Epoch 964 | loss: 0.0311552 | val_loss: 0.0311723 | Time: 2614.41 ms [2021-01-21 23:51:53 main:574] : INFO : Epoch 965 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 2630.16 ms [2021-01-21 23:51:56 main:574] : INFO : Epoch 966 | loss: 0.0311558 | val_loss: 0.031173 | Time: 2626.63 ms [2021-01-21 23:51:59 main:574] : INFO : Epoch 967 | loss: 0.0311568 | val_loss: 0.0311772 | Time: 2616.01 ms [2021-01-21 23:52:01 main:574] : INFO : Epoch 968 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 2617.84 ms [2021-01-21 23:52:04 main:574] : INFO : Epoch 969 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 2568.61 ms [2021-01-21 23:52:07 main:574] : INFO : Epoch 970 | loss: 0.0311563 | val_loss: 0.0311753 | Time: 2635.9 ms [2021-01-21 23:52:09 main:574] : INFO : Epoch 971 | loss: 0.0311555 | val_loss: 0.031174 | Time: 2636.35 ms [2021-01-21 23:52:12 main:574] : INFO : Epoch 972 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 2671.98 ms [2021-01-21 23:52:15 main:574] : INFO : Epoch 973 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 2657.54 ms [2021-01-21 23:52:17 main:574] : INFO : Epoch 974 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 2643.28 ms [2021-01-21 23:52:20 main:574] : INFO : Epoch 975 | loss: 0.0311538 | val_loss: 0.0311729 | Time: 2698.82 ms [2021-01-21 23:52:23 main:574] : INFO : Epoch 976 | loss: 0.0311548 | val_loss: 0.0311723 | Time: 2639.37 ms [2021-01-21 23:52:26 main:574] : INFO : Epoch 977 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 2589.26 ms [2021-01-21 23:52:28 main:574] : INFO : Epoch 978 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 2667.02 ms [2021-01-21 23:52:31 main:574] : INFO : Epoch 979 | loss: 0.0311536 | val_loss: 0.0311742 | Time: 2590.61 ms [2021-01-21 23:52:34 main:574] : INFO : Epoch 980 | loss: 0.0311538 | val_loss: 0.0311732 | Time: 2634.98 ms [2021-01-21 23:52:36 main:574] : INFO : Epoch 981 | loss: 0.0311534 | val_loss: 0.0311732 | Time: 2602.74 ms [2021-01-21 23:52:39 main:574] : INFO : Epoch 982 | loss: 0.0311545 | val_loss: 0.0311725 | Time: 2640.37 ms [2021-01-21 23:52:42 main:574] : INFO : Epoch 983 | loss: 0.0311558 | val_loss: 0.031171 | Time: 2618.85 ms [2021-01-21 23:52:44 main:574] : INFO : Epoch 984 | loss: 0.031155 | val_loss: 0.0311706 | Time: 2692.36 ms [2021-01-21 23:52:47 main:574] : INFO : Epoch 985 | loss: 0.0311549 | val_loss: 0.0311713 | Time: 2630.14 ms [2021-01-21 23:52:50 main:574] : INFO : Epoch 986 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 2604.11 ms [2021-01-21 23:52:52 main:574] : INFO : Epoch 987 | loss: 0.0311547 | val_loss: 0.0311717 | Time: 2679.16 ms [2021-01-21 23:52:55 main:574] : INFO : Epoch 988 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2643.25 ms [2021-01-21 23:52:58 main:574] : INFO : Epoch 989 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 2542.3 ms [2021-01-21 23:53:00 main:574] : INFO : Epoch 990 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 2624.65 ms [2021-01-21 23:53:03 main:574] : INFO : Epoch 991 | loss: 0.0311518 | val_loss: 0.0311714 | Time: 2640.36 ms [2021-01-21 23:53:06 main:574] : INFO : Epoch 992 | loss: 0.0311521 | val_loss: 0.0311727 | Time: 2632.86 ms [2021-01-21 23:53:08 main:574] : INFO : Epoch 993 | loss: 0.0311515 | val_loss: 0.0311748 | Time: 2578.45 ms [2021-01-21 23:53:11 main:574] : INFO : Epoch 994 | loss: 0.0311513 | val_loss: 0.031172 | Time: 2594.37 ms [2021-01-21 23:53:14 main:574] : INFO : Epoch 995 | loss: 0.0311509 | val_loss: 0.0311737 | Time: 2664.72 ms [2021-01-21 23:53:16 main:574] : INFO : Epoch 996 | loss: 0.0311507 | val_loss: 0.0311743 | Time: 2521.94 ms [2021-01-21 23:53:19 main:574] : INFO : Epoch 997 | loss: 0.0311503 | val_loss: 0.031174 | Time: 2582.19 ms [2021-01-21 23:53:22 main:574] : INFO : Epoch 998 | loss: 0.0311505 | val_loss: 0.0311741 | Time: 2602.36 ms [2021-01-21 23:53:24 main:574] : INFO : Epoch 999 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 2569.82 ms [2021-01-21 23:53:27 main:574] : INFO : Epoch 1000 | loss: 0.0311511 | val_loss: 0.0311768 | Time: 2651.76 ms [2021-01-21 23:53:30 main:574] : INFO : Epoch 1001 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 2614.9 ms [2021-01-21 23:53:32 main:574] : INFO : Epoch 1002 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2650.7 ms [2021-01-21 23:53:35 main:574] : INFO : Epoch 1003 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 2566.2 ms [2021-01-21 23:53:38 main:574] : INFO : Epoch 1004 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 2677.05 ms [2021-01-21 23:53:40 main:574] : INFO : Epoch 1005 | loss: 0.0311576 | val_loss: 0.0311783 | Time: 2659.67 ms [2021-01-21 23:53:43 main:574] : INFO : Epoch 1006 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 2596.59 ms [2021-01-21 23:53:46 main:574] : INFO : Epoch 1007 | loss: 0.03117 | val_loss: 0.0311746 | Time: 2698.47 ms [2021-01-21 23:53:48 main:574] : INFO : Epoch 1008 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 2708.26 ms [2021-01-21 23:53:51 main:574] : INFO : Epoch 1009 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2763.26 ms [2021-01-21 23:53:54 main:574] : INFO : Epoch 1010 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 2628.83 ms [2021-01-21 23:53:57 main:574] : INFO : Epoch 1011 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 2586.77 ms [2021-01-21 23:53:59 main:574] : INFO : Epoch 1012 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2633.03 ms [2021-01-21 23:54:02 main:574] : INFO : Epoch 1013 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 2648.03 ms [2021-01-21 23:54:04 main:574] : INFO : Epoch 1014 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2594.71 ms [2021-01-21 23:54:07 main:574] : INFO : Epoch 1015 | loss: 0.0311545 | val_loss: 0.03117 | Time: 2674.54 ms [2021-01-21 23:54:10 main:574] : INFO : Epoch 1016 | loss: 0.0311548 | val_loss: 0.0311721 | Time: 2599.65 ms [2021-01-21 23:54:13 main:574] : INFO : Epoch 1017 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 2679.11 ms [2021-01-21 23:54:15 main:574] : INFO : Epoch 1018 | loss: 0.0311544 | val_loss: 0.0311704 | Time: 2631.43 ms [2021-01-21 23:54:18 main:574] : INFO : Epoch 1019 | loss: 0.0311544 | val_loss: 0.0311707 | Time: 2719.42 ms [2021-01-21 23:54:21 main:574] : INFO : Epoch 1020 | loss: 0.0311535 | val_loss: 0.031171 | Time: 2654.68 ms [2021-01-21 23:54:23 main:574] : INFO : Epoch 1021 | loss: 0.0311528 | val_loss: 0.0311706 | Time: 2644.47 ms [2021-01-21 23:54:26 main:574] : INFO : Epoch 1022 | loss: 0.0311541 | val_loss: 0.0311733 | Time: 2594.24 ms [2021-01-21 23:54:29 main:574] : INFO : Epoch 1023 | loss: 0.0311542 | val_loss: 0.0311777 | Time: 2642.06 ms [2021-01-21 23:54:31 main:574] : INFO : Epoch 1024 | loss: 0.0311546 | val_loss: 0.0311711 | Time: 2621.43 ms [2021-01-21 23:54:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711 [2021-01-21 23:54:31 main:603] : INFO : Saving end state to config to file [2021-01-21 23:54:31 main:608] : INFO : Success, exiting.. 23:54:31 (23804): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)