Task 3365701
| Name | ParityModified-1606530589-3227-7_0 |
| Workunit | 1624249 |
| Created | 20 Dec 2020, 18:48:18 UTC |
| Sent | 23 Dec 2020, 22:53:03 UTC |
| Report deadline | 30 Dec 2020, 22:53:03 UTC |
| Received | 24 Dec 2020, 3:02:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 47 sec |
| CPU time | 49 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311503 | val_loss: 0.0311732 | Time: 2916.81 ms
[2020-12-23 17:44:27 main:581] : INFO : Epoch 511 | loss: 0.0311479 | val_loss: 0.0311692 | Time: 2912.66 ms
[2020-12-23 17:44:29 main:581] : INFO : Epoch 512 | loss: 0.0311472 | val_loss: 0.0311732 | Time: 2914.59 ms
[2020-12-23 17:44:32 main:581] : INFO : Epoch 513 | loss: 0.0311477 | val_loss: 0.0311729 | Time: 2919.88 ms
[2020-12-23 17:44:35 main:581] : INFO : Epoch 514 | loss: 0.0311507 | val_loss: 0.0311712 | Time: 2891.23 ms
[2020-12-23 17:44:38 main:581] : INFO : Epoch 515 | loss: 0.0311475 | val_loss: 0.0311736 | Time: 2919.87 ms
[2020-12-23 17:44:41 main:581] : INFO : Epoch 516 | loss: 0.0311477 | val_loss: 0.0311834 | Time: 2920.01 ms
[2020-12-23 17:44:44 main:581] : INFO : Epoch 517 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 2919.06 ms
[2020-12-23 17:44:47 main:581] : INFO : Epoch 518 | loss: 0.0311513 | val_loss: 0.0311741 | Time: 2902.07 ms
[2020-12-23 17:44:50 main:581] : INFO : Epoch 519 | loss: 0.0311486 | val_loss: 0.0311698 | Time: 2916.29 ms
[2020-12-23 17:44:53 main:581] : INFO : Epoch 520 | loss: 0.031146 | val_loss: 0.0311743 | Time: 2937.35 ms
[2020-12-23 17:44:56 main:581] : INFO : Epoch 521 | loss: 0.0311462 | val_loss: 0.0311751 | Time: 2893.16 ms
[2020-12-23 17:44:59 main:581] : INFO : Epoch 522 | loss: 0.0311465 | val_loss: 0.031174 | Time: 2908.41 ms
[2020-12-23 17:45:02 main:581] : INFO : Epoch 523 | loss: 0.0311473 | val_loss: 0.031173 | Time: 2943.9 ms
[2020-12-23 17:45:04 main:581] : INFO : Epoch 524 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2922.94 ms
[2020-12-23 17:45:07 main:581] : INFO : Epoch 525 | loss: 0.0311468 | val_loss: 0.031173 | Time: 2913.97 ms
[2020-12-23 17:45:10 main:581] : INFO : Epoch 526 | loss: 0.0311502 | val_loss: 0.0311703 | Time: 2904.12 ms
[2020-12-23 17:45:13 main:581] : INFO : Epoch 527 | loss: 0.0311615 | val_loss: 0.031182 | Time: 2906.97 ms
[2020-12-23 17:45:16 main:581] : INFO : Epoch 528 | loss: 0.03119 | val_loss: 0.0312026 | Time: 2906.92 ms
[2020-12-23 17:45:19 main:581] : INFO : Epoch 529 | loss: 0.0311928 | val_loss: 0.0311889 | Time: 2916.95 ms
[2020-12-23 17:45:22 main:581] : INFO : Epoch 530 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 2931.13 ms
[2020-12-23 17:45:25 main:581] : INFO : Epoch 531 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 2920.8 ms
[2020-12-23 17:45:28 main:581] : INFO : Epoch 532 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 2903.54 ms
[2020-12-23 17:45:31 main:581] : INFO : Epoch 533 | loss: 0.0311716 | val_loss: 0.0311736 | Time: 2907.67 ms
[2020-12-23 17:45:34 main:581] : INFO : Epoch 534 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 2906.55 ms
[2020-12-23 17:45:37 main:581] : INFO : Epoch 535 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 2901.85 ms
[2020-12-23 17:45:39 main:581] : INFO : Epoch 536 | loss: 0.0311663 | val_loss: 0.031171 | Time: 2915.03 ms
[2020-12-23 17:45:42 main:581] : INFO : Epoch 537 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 2917.14 ms
[2020-12-23 17:45:45 main:581] : INFO : Epoch 538 | loss: 0.0311669 | val_loss: 0.0311766 | Time: 2920.65 ms
[2020-12-23 17:45:48 main:581] : INFO : Epoch 539 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 2923.47 ms
[2020-12-23 17:45:51 main:581] : INFO : Epoch 540 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2925.03 ms
[2020-12-23 17:45:54 main:581] : INFO : Epoch 541 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 2915.25 ms
[2020-12-23 17:45:57 main:581] : INFO : Epoch 542 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2920.04 ms
[2020-12-23 17:46:00 main:581] : INFO : Epoch 543 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 2926.47 ms
[2020-12-23 17:46:03 main:581] : INFO : Epoch 544 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 2903.65 ms
[2020-12-23 17:46:06 main:581] : INFO : Epoch 545 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 2910.7 ms
[2020-12-23 17:46:09 main:581] : INFO : Epoch 546 | loss: 0.0311617 | val_loss: 0.0311827 | Time: 2916.76 ms
[2020-12-23 17:46:12 main:581] : INFO : Epoch 547 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 2921.34 ms
[2020-12-23 17:46:14 main:581] : INFO : Epoch 548 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 2893.92 ms
[2020-12-23 17:46:17 main:581] : INFO : Epoch 549 | loss: 0.0311968 | val_loss: 0.031194 | Time: 2883.3 ms
[2020-12-23 17:46:20 main:581] : INFO : Epoch 550 | loss: 0.0312003 | val_loss: 0.0311961 | Time: 2904.74 ms
[2020-12-23 17:46:23 main:581] : INFO : Epoch 551 | loss: 0.0312004 | val_loss: 0.0312006 | Time: 2878.15 ms
[2020-12-23 17:46:26 main:581] : INFO : Epoch 552 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 2889.77 ms
[2020-12-23 17:46:29 main:581] : INFO : Epoch 553 | loss: 0.0311973 | val_loss: 0.031202 | Time: 2916.81 ms
[2020-12-23 17:46:32 main:581] : INFO : Epoch 554 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 2896.57 ms
[2020-12-23 17:46:35 main:581] : INFO : Epoch 555 | loss: 0.0311894 | val_loss: 0.0311956 | Time: 2889.33 ms
[2020-12-23 17:46:38 main:581] : INFO : Epoch 556 | loss: 0.0311874 | val_loss: 0.031194 | Time: 2855.36 ms
[2020-12-23 17:46:40 main:581] : INFO : Epoch 557 | loss: 0.0311866 | val_loss: 0.0311855 | Time: 2898.5 ms
[2020-12-23 17:46:43 main:581] : INFO : Epoch 558 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2903.97 ms
[2020-12-23 17:46:46 main:581] : INFO : Epoch 559 | loss: 0.031179 | val_loss: 0.0311819 | Time: 2849.39 ms
[2020-12-23 17:46:49 main:581] : INFO : Epoch 560 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 2868.39 ms
[2020-12-23 17:46:52 main:581] : INFO : Epoch 561 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 2914.45 ms
[2020-12-23 17:46:55 main:581] : INFO : Epoch 562 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2897.55 ms
[2020-12-23 17:46:58 main:581] : INFO : Epoch 563 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 2902.98 ms
[2020-12-23 17:47:01 main:581] : INFO : Epoch 564 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 2907.02 ms
[2020-12-23 17:47:04 main:581] : INFO : Epoch 565 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 2910.02 ms
[2020-12-23 17:47:06 main:581] : INFO : Epoch 566 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 2879.87 ms
[2020-12-23 17:47:09 main:581] : INFO : Epoch 567 | loss: 0.0311749 | val_loss: 0.031179 | Time: 2875.39 ms
[2020-12-23 17:47:12 main:581] : INFO : Epoch 568 | loss: 0.0311779 | val_loss: 0.0311869 | Time: 2885.01 ms
[2020-12-23 17:47:15 main:581] : INFO : Epoch 569 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2922.17 ms
[2020-12-23 17:47:18 main:581] : INFO : Epoch 570 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 2900.68 ms
[2020-12-23 17:47:21 main:581] : INFO : Epoch 571 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 2930.83 ms
[2020-12-23 17:47:24 main:581] : INFO : Epoch 572 | loss: 0.031176 | val_loss: 0.0311813 | Time: 2917.09 ms
[2020-12-23 17:47:27 main:581] : INFO : Epoch 573 | loss: 0.0311736 | val_loss: 0.03118 | Time: 2912.98 ms
[2020-12-23 17:47:30 main:581] : INFO : Epoch 574 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 2913.29 ms
[2020-12-23 17:47:33 main:581] : INFO : Epoch 575 | loss: 0.031172 | val_loss: 0.0311812 | Time: 2907.46 ms
[2020-12-23 17:47:36 main:581] : INFO : Epoch 576 | loss: 0.0311726 | val_loss: 0.0311882 | Time: 2918.18 ms
[2020-12-23 17:47:38 main:581] : INFO : Epoch 577 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 2908.84 ms
[2020-12-23 17:47:41 main:581] : INFO : Epoch 578 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 2901.28 ms
[2020-12-23 17:47:44 main:581] : INFO : Epoch 579 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2881.09 ms
[2020-12-23 17:47:47 main:581] : INFO : Epoch 580 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 2881.88 ms
[2020-12-23 17:47:50 main:581] : INFO : Epoch 581 | loss: 0.03117 | val_loss: 0.031176 | Time: 2921.81 ms
[2020-12-23 17:47:53 main:581] : INFO : Epoch 582 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 2916.45 ms
[2020-12-23 17:47:56 main:581] : INFO : Epoch 583 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 2916.63 ms
[2020-12-23 17:47:59 main:581] : INFO : Epoch 584 | loss: 0.0311716 | val_loss: 0.031193 | Time: 2929.28 ms
[2020-12-23 17:48:02 main:581] : INFO : Epoch 585 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2949.81 ms
[2020-12-23 17:48:05 main:581] : INFO : Epoch 586 | loss: 0.0311679 | val_loss: 0.0311816 | Time: 2924.05 ms
[2020-12-23 17:48:08 main:581] : INFO : Epoch 587 | loss: 0.0311687 | val_loss: 0.031178 | Time: 2916.38 ms
[2020-12-23 17:48:11 main:581] : INFO : Epoch 588 | loss: 0.0311708 | val_loss: 0.031183 | Time: 2910.87 ms
[2020-12-23 17:48:13 main:581] : INFO : Epoch 589 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2925.9 ms
[2020-12-23 17:48:16 main:581] : INFO : Epoch 590 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 2913.6 ms
[2020-12-23 17:48:19 main:581] : INFO : Epoch 591 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 2915.31 ms
[2020-12-23 17:48:22 main:581] : INFO : Epoch 592 | loss: 0.0311655 | val_loss: 0.031176 | Time: 2935.36 ms
[2020-12-23 17:48:25 main:581] : INFO : Epoch 593 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 2913.86 ms
[2020-12-23 17:48:28 main:581] : INFO : Epoch 594 | loss: 0.031164 | val_loss: 0.0311756 | Time: 2900.32 ms
[2020-12-23 17:48:31 main:581] : INFO : Epoch 595 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 2890.23 ms
[2020-12-23 17:48:34 main:581] : INFO : Epoch 596 | loss: 0.0311651 | val_loss: 0.031177 | Time: 2919.29 ms
[2020-12-23 17:48:37 main:581] : INFO : Epoch 597 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 2918.93 ms
[2020-12-23 17:48:40 main:581] : INFO : Epoch 598 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 2914.32 ms
[2020-12-23 17:48:43 main:581] : INFO : Epoch 599 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2917.66 ms
[2020-12-23 17:48:45 main:581] : INFO : Epoch 600 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2883.57 ms
[2020-12-23 17:48:48 main:581] : INFO : Epoch 601 | loss: 0.0311648 | val_loss: 0.0311777 | Time: 2895.85 ms
[2020-12-23 17:48:51 main:581] : INFO : Epoch 602 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 2900.26 ms
[2020-12-23 17:48:54 main:581] : INFO : Epoch 603 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 2897.83 ms
[2020-12-23 17:48:57 main:581] : INFO : Epoch 604 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 2895.48 ms
[2020-12-23 17:49:00 main:581] : INFO : Epoch 605 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 2932.86 ms
[2020-12-23 17:49:03 main:581] : INFO : Epoch 606 | loss: 0.0311648 | val_loss: 0.0311812 | Time: 2921.26 ms
[2020-12-23 17:49:06 main:581] : INFO : Epoch 607 | loss: 0.0311671 | val_loss: 0.0311808 | Time: 2908.2 ms
[2020-12-23 17:49:09 main:581] : INFO : Epoch 608 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 2906.22 ms
[2020-12-23 17:49:12 main:581] : INFO : Epoch 609 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 2903.52 ms
[2020-12-23 17:49:15 main:581] : INFO : Epoch 610 | loss: 0.031167 | val_loss: 0.0311755 | Time: 2916.75 ms
[2020-12-23 17:49:17 main:581] : INFO : Epoch 611 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 2912.02 ms
[2020-12-23 17:49:20 main:581] : INFO : Epoch 612 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2915.1 ms
[2020-12-23 17:49:23 main:581] : INFO : Epoch 613 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 2939.97 ms
[2020-12-23 17:49:26 main:581] : INFO : Epoch 614 | loss: 0.0311637 | val_loss: 0.031176 | Time: 2871.89 ms
[2020-12-23 17:49:29 main:581] : INFO : Epoch 615 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 2893.02 ms
[2020-12-23 17:49:32 main:581] : INFO : Epoch 616 | loss: 0.0311658 | val_loss: 0.0311779 | Time: 2919.81 ms
[2020-12-23 17:49:35 main:581] : INFO : Epoch 617 | loss: 0.0311647 | val_loss: 0.0311784 | Time: 2923.65 ms
[2020-12-23 17:49:38 main:581] : INFO : Epoch 618 | loss: 0.0311631 | val_loss: 0.0311793 | Time: 2922.75 ms
[2020-12-23 17:49:41 main:581] : INFO : Epoch 619 | loss: 0.0311613 | val_loss: 0.0311769 | Time: 2921.89 ms
[2020-12-23 17:49:44 main:581] : INFO : Epoch 620 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2925.8 ms
[2020-12-23 17:49:47 main:581] : INFO : Epoch 621 | loss: 0.031162 | val_loss: 0.0311786 | Time: 2917.09 ms
[2020-12-23 17:49:50 main:581] : INFO : Epoch 622 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 2909.98 ms
[2020-12-23 17:49:52 main:581] : INFO : Epoch 623 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 2943.34 ms
[2020-12-23 17:49:55 main:581] : INFO : Epoch 624 | loss: 0.0311633 | val_loss: 0.0311743 | Time: 2920.73 ms
[2020-12-23 17:49:58 main:581] : INFO : Epoch 625 | loss: 0.0311623 | val_loss: 0.0311844 | Time: 2913.68 ms
[2020-12-23 17:50:01 main:581] : INFO : Epoch 626 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 2942.09 ms
[2020-12-23 17:50:04 main:581] : INFO : Epoch 627 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 2929.21 ms
[2020-12-23 17:50:07 main:581] : INFO : Epoch 628 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 2928.23 ms
[2020-12-23 17:50:10 main:581] : INFO : Epoch 629 | loss: 0.0311613 | val_loss: 0.0311775 | Time: 2916.46 ms
[2020-12-23 17:50:13 main:581] : INFO : Epoch 630 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 2914.55 ms
[2020-12-23 17:50:16 main:581] : INFO : Epoch 631 | loss: 0.0311704 | val_loss: 0.0311804 | Time: 2920.46 ms
[2020-12-23 17:50:19 main:581] : INFO : Epoch 632 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 2915.15 ms
[2020-12-23 17:50:22 main:581] : INFO : Epoch 633 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2934.4 ms
[2020-12-23 17:50:25 main:581] : INFO : Epoch 634 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 2912.07 ms
[2020-12-23 17:50:28 main:581] : INFO : Epoch 635 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 2911.7 ms
[2020-12-23 17:50:30 main:581] : INFO : Epoch 636 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 2918.17 ms
[2020-12-23 17:50:33 main:581] : INFO : Epoch 637 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 2870.03 ms
[2020-12-23 17:50:36 main:581] : INFO : Epoch 638 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 2917.54 ms
[2020-12-23 17:50:39 main:581] : INFO : Epoch 639 | loss: 0.0311643 | val_loss: 0.031171 | Time: 2892.77 ms
[2020-12-23 17:50:42 main:581] : INFO : Epoch 640 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 2889.24 ms
[2020-12-23 17:50:45 main:581] : INFO : Epoch 641 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 2914.1 ms
[2020-12-23 17:50:48 main:581] : INFO : Epoch 642 | loss: 0.0311616 | val_loss: 0.031188 | Time: 2911.43 ms
[2020-12-23 17:50:51 main:581] : INFO : Epoch 643 | loss: 0.0311658 | val_loss: 0.0311712 | Time: 2931.82 ms
[2020-12-23 17:50:54 main:581] : INFO : Epoch 644 | loss: 0.031161 | val_loss: 0.0311702 | Time: 2895.24 ms
[2020-12-23 17:50:57 main:581] : INFO : Epoch 645 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2893.78 ms
[2020-12-23 17:50:59 main:581] : INFO : Epoch 646 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 2898.4 ms
[2020-12-23 17:51:02 main:581] : INFO : Epoch 647 | loss: 0.031164 | val_loss: 0.0311735 | Time: 2926.86 ms
[2020-12-23 17:51:05 main:581] : INFO : Epoch 648 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 2909.74 ms
[2020-12-23 17:51:08 main:581] : INFO : Epoch 649 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 2912.75 ms
[2020-12-23 17:51:11 main:581] : INFO : Epoch 650 | loss: 0.0311638 | val_loss: 0.031171 | Time: 2917.29 ms
[2020-12-23 17:51:14 main:581] : INFO : Epoch 651 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2919.28 ms
[2020-12-23 17:51:17 main:581] : INFO : Epoch 652 | loss: 0.031166 | val_loss: 0.0311708 | Time: 2922.65 ms
[2020-12-23 17:51:20 main:581] : INFO : Epoch 653 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 2926.99 ms
[2020-12-23 17:51:23 main:581] : INFO : Epoch 654 | loss: 0.0311602 | val_loss: 0.0311718 | Time: 2899.23 ms
[2020-12-23 17:51:26 main:581] : INFO : Epoch 655 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 2881.83 ms
[2020-12-23 17:51:29 main:581] : INFO : Epoch 656 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 2884.42 ms
[2020-12-23 17:51:32 main:581] : INFO : Epoch 657 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 2906.8 ms
[2020-12-23 17:51:34 main:581] : INFO : Epoch 658 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 2909.2 ms
[2020-12-23 17:51:37 main:581] : INFO : Epoch 659 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 2919.83 ms
[2020-12-23 17:51:40 main:581] : INFO : Epoch 660 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 2916.93 ms
[2020-12-23 17:51:43 main:581] : INFO : Epoch 661 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2920.66 ms
[2020-12-23 17:51:46 main:581] : INFO : Epoch 662 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2920.64 ms
[2020-12-23 17:51:49 main:581] : INFO : Epoch 663 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 2911.89 ms
[2020-12-23 17:51:52 main:581] : INFO : Epoch 664 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 2939.22 ms
[2020-12-23 17:51:55 main:581] : INFO : Epoch 665 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 2911.38 ms
[2020-12-23 17:51:58 main:581] : INFO : Epoch 666 | loss: 0.03116 | val_loss: 0.0311732 | Time: 2925.38 ms
[2020-12-23 17:52:01 main:581] : INFO : Epoch 667 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 2933.35 ms
[2020-12-23 17:52:04 main:581] : INFO : Epoch 668 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 2905.83 ms
[2020-12-23 17:52:07 main:581] : INFO : Epoch 669 | loss: 0.031159 | val_loss: 0.0311779 | Time: 2909.4 ms
[2020-12-23 17:52:09 main:581] : INFO : Epoch 670 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 2912.08 ms
[2020-12-23 17:52:12 main:581] : INFO : Epoch 671 | loss: 0.0311611 | val_loss: 0.0311807 | Time: 2918.3 ms
[2020-12-23 17:52:15 main:581] : INFO : Epoch 672 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2920.45 ms
[2020-12-23 17:52:18 main:581] : INFO : Epoch 673 | loss: 0.0311582 | val_loss: 0.0311755 | Time: 2923.2 ms
[2020-12-23 17:52:21 main:581] : INFO : Epoch 674 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 2932.61 ms
[2020-12-23 17:52:24 main:581] : INFO : Epoch 675 | loss: 0.0311569 | val_loss: 0.031175 | Time: 2908.49 ms
[2020-12-23 17:52:27 main:581] : INFO : Epoch 676 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 2922.65 ms
[2020-12-23 17:52:30 main:581] : INFO : Epoch 677 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 2921.02 ms
[2020-12-23 17:52:33 main:581] : INFO : Epoch 678 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 2916.07 ms
[2020-12-23 17:52:36 main:581] : INFO : Epoch 679 | loss: 0.0311575 | val_loss: 0.031174 | Time: 2915.66 ms
[2020-12-23 17:52:39 main:581] : INFO : Epoch 680 | loss: 0.0311566 | val_loss: 0.0311813 | Time: 2919 ms
[2020-12-23 17:52:42 main:581] : INFO : Epoch 681 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 2914.03 ms
[2020-12-23 17:52:44 main:581] : INFO : Epoch 682 | loss: 0.0311559 | val_loss: 0.0311775 | Time: 2906.16 ms
[2020-12-23 17:52:47 main:581] : INFO : Epoch 683 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 2907.18 ms
[2020-12-23 17:52:50 main:581] : INFO : Epoch 684 | loss: 0.0311552 | val_loss: 0.0311761 | Time: 2921.95 ms
[2020-12-23 17:52:53 main:581] : INFO : Epoch 685 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 2925.47 ms
[2020-12-23 17:52:56 main:581] : INFO : Epoch 686 | loss: 0.0311549 | val_loss: 0.0311729 | Time: 2912.09 ms
[2020-12-23 17:52:59 main:581] : INFO : Epoch 687 | loss: 0.0311549 | val_loss: 0.0311794 | Time: 2917.65 ms
[2020-12-23 17:53:02 main:581] : INFO : Epoch 688 | loss: 0.0311549 | val_loss: 0.0311738 | Time: 2949.89 ms
[2020-12-23 17:53:05 main:581] : INFO : Epoch 689 | loss: 0.0311579 | val_loss: 0.0311778 | Time: 2917.55 ms
[2020-12-23 17:53:08 main:581] : INFO : Epoch 690 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 2915.98 ms
[2020-12-23 17:53:11 main:581] : INFO : Epoch 691 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 2895.85 ms
[2020-12-23 17:53:14 main:581] : INFO : Epoch 692 | loss: 0.0311577 | val_loss: 0.0311774 | Time: 2910.63 ms
[2020-12-23 17:53:17 main:581] : INFO : Epoch 693 | loss: 0.03116 | val_loss: 0.0311753 | Time: 2921.79 ms
[2020-12-23 17:53:19 main:581] : INFO : Epoch 694 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 2916.53 ms
[2020-12-23 17:53:22 main:581] : INFO : Epoch 695 | loss: 0.031159 | val_loss: 0.031179 | Time: 2941.7 ms
[2020-12-23 17:53:25 main:581] : INFO : Epoch 696 | loss: 0.0311571 | val_loss: 0.0311753 | Time: 2916.12 ms
[2020-12-23 17:53:28 main:581] : INFO : Epoch 697 | loss: 0.0311569 | val_loss: 0.0311787 | Time: 2920.59 ms
[2020-12-23 17:53:31 main:581] : INFO : Epoch 698 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 2912.65 ms
[2020-12-23 17:53:34 main:581] : INFO : Epoch 699 | loss: 0.0311568 | val_loss: 0.0311758 | Time: 2918.65 ms
[2020-12-23 17:53:37 main:581] : INFO : Epoch 700 | loss: 0.0311559 | val_loss: 0.0311771 | Time: 2925.4 ms
[2020-12-23 17:53:40 main:581] : INFO : Epoch 701 | loss: 0.0311581 | val_loss: 0.0311738 | Time: 2922.07 ms
[2020-12-23 17:53:43 main:581] : INFO : Epoch 702 | loss: 0.0311612 | val_loss: 0.0311766 | Time: 2912.72 ms
[2020-12-23 17:53:46 main:581] : INFO : Epoch 703 | loss: 0.0311556 | val_loss: 0.0311742 | Time: 2913.23 ms
[2020-12-23 17:53:49 main:581] : INFO : Epoch 704 | loss: 0.0311555 | val_loss: 0.0311728 | Time: 2888.24 ms
[2020-12-23 17:53:52 main:581] : INFO : Epoch 705 | loss: 0.0311536 | val_loss: 0.0311748 | Time: 2886.46 ms
[2020-12-23 17:53:54 main:581] : INFO : Epoch 706 | loss: 0.0311544 | val_loss: 0.0311771 | Time: 2916.4 ms
[2020-12-23 17:53:57 main:581] : INFO : Epoch 707 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 2910.03 ms
[2020-12-23 17:54:00 main:581] : INFO : Epoch 708 | loss: 0.0311542 | val_loss: 0.0311761 | Time: 2938.57 ms
[2020-12-23 17:54:03 main:581] : INFO : Epoch 709 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 2923.69 ms
[2020-12-23 17:54:06 main:581] : INFO : Epoch 710 | loss: 0.0311534 | val_loss: 0.0311766 | Time: 2924.57 ms
[2020-12-23 17:54:09 main:581] : INFO : Epoch 711 | loss: 0.031155 | val_loss: 0.0311754 | Time: 2904.61 ms
[2020-12-23 17:54:12 main:581] : INFO : Epoch 712 | loss: 0.0311556 | val_loss: 0.0311811 | Time: 2925.05 ms
[2020-12-23 17:54:15 main:581] : INFO : Epoch 713 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 2915.68 ms
[2020-12-23 17:54:18 main:581] : INFO : Epoch 714 | loss: 0.0311578 | val_loss: 0.0311933 | Time: 2923.34 ms
[2020-12-23 17:54:21 main:581] : INFO : Epoch 715 | loss: 0.0311852 | val_loss: 0.0311887 | Time: 2924.59 ms
[2020-12-23 17:54:24 main:581] : INFO : Epoch 716 | loss: 0.0311878 | val_loss: 0.0311842 | Time: 2910.79 ms
[2020-12-23 17:54:27 main:581] : INFO : Epoch 717 | loss: 0.0311817 | val_loss: 0.031183 | Time: 2918.83 ms
[2020-12-23 17:54:30 main:581] : INFO : Epoch 718 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 2919.3 ms
[2020-12-23 17:54:32 main:581] : INFO : Epoch 719 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 2918.96 ms
[2020-12-23 17:54:35 main:581] : INFO : Epoch 720 | loss: 0.0311794 | val_loss: 0.0311886 | Time: 2911.59 ms
[2020-12-23 17:54:38 main:581] : INFO : Epoch 721 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 2913.97 ms
[2020-12-23 17:54:41 main:581] : INFO : Epoch 722 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2914.97 ms
[2020-12-23 17:54:44 main:581] : INFO : Epoch 723 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 2915.6 ms
[2020-12-23 17:54:47 main:581] : INFO : Epoch 724 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 2922.91 ms
[2020-12-23 17:54:50 main:581] : INFO : Epoch 725 | loss: 0.0311695 | val_loss: 0.0311784 | Time: 2913.12 ms
[2020-12-23 17:54:53 main:581] : INFO : Epoch 726 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 2932.61 ms
[2020-12-23 17:54:56 main:581] : INFO : Epoch 727 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2915.64 ms
[2020-12-23 17:54:59 main:581] : INFO : Epoch 728 | loss: 0.0311703 | val_loss: 0.03118 | Time: 2917.44 ms
[2020-12-23 17:55:02 main:581] : INFO : Epoch 729 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 2938.51 ms
[2020-12-23 17:55:05 main:581] : INFO : Epoch 730 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 2913.17 ms
[2020-12-23 17:55:07 main:581] : INFO : Epoch 731 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 2914.46 ms
[2020-12-23 17:55:10 main:581] : INFO : Epoch 732 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2911.53 ms
[2020-12-23 17:55:13 main:581] : INFO : Epoch 733 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 2901.09 ms
[2020-12-23 17:55:16 main:581] : INFO : Epoch 734 | loss: 0.0311674 | val_loss: 0.0311844 | Time: 2911.81 ms
[2020-12-23 17:55:19 main:581] : INFO : Epoch 735 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 2906.81 ms
[2020-12-23 17:55:22 main:581] : INFO : Epoch 736 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 2937.32 ms
[2020-12-23 17:55:25 main:581] : INFO : Epoch 737 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 2917.58 ms
[2020-12-23 17:55:28 main:581] : INFO : Epoch 738 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 2907.32 ms
[2020-12-23 17:55:31 main:581] : INFO : Epoch 739 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2903.74 ms
[2020-12-23 17:55:34 main:581] : INFO : Epoch 740 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 2909.03 ms
[2020-12-23 17:55:37 main:581] : INFO : Epoch 741 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 2911.43 ms
[2020-12-23 17:55:39 main:581] : INFO : Epoch 742 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 2906.47 ms
[2020-12-23 17:55:42 main:581] : INFO : Epoch 743 | loss: 0.031169 | val_loss: 0.031176 | Time: 2907.43 ms
[2020-12-23 17:55:45 main:581] : INFO : Epoch 744 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 2914.39 ms
[2020-12-23 17:55:48 main:581] : INFO : Epoch 745 | loss: 0.0311693 | val_loss: 0.0311899 | Time: 2913 ms
[2020-12-23 17:55:51 main:581] : INFO : Epoch 746 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 2937.81 ms
[2020-12-23 17:55:54 main:581] : INFO : Epoch 747 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2916.02 ms
[2020-12-23 17:55:57 main:581] : INFO : Epoch 748 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 2915.04 ms
[2020-12-23 17:56:00 main:581] : INFO : Epoch 749 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 2928.79 ms
[2020-12-23 17:56:03 main:581] : INFO : Epoch 750 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2907.13 ms
[2020-12-23 17:56:06 main:581] : INFO : Epoch 751 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 2915.28 ms
[2020-12-23 17:56:09 main:581] : INFO : Epoch 752 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 2916.97 ms
[2020-12-23 17:56:12 main:581] : INFO : Epoch 753 | loss: 0.031164 | val_loss: 0.0311737 | Time: 2905.3 ms
[2020-12-23 17:56:14 main:581] : INFO : Epoch 754 | loss: 0.0311639 | val_loss: 0.031175 | Time: 2910.59 ms
[2020-12-23 17:56:17 main:581] : INFO : Epoch 755 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 2914.67 ms
[2020-12-23 17:56:20 main:581] : INFO : Epoch 756 | loss: 0.031163 | val_loss: 0.0311742 | Time: 2918 ms
[2020-12-23 17:56:23 main:581] : INFO : Epoch 757 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 2932.91 ms
[2020-12-23 17:56:26 main:581] : INFO : Epoch 758 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 2916.89 ms
[2020-12-23 17:56:29 main:581] : INFO : Epoch 759 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 2910.19 ms
[2020-12-23 17:56:32 main:581] : INFO : Epoch 760 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 2920.77 ms
[2020-12-23 17:56:35 main:581] : INFO : Epoch 761 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 2909.57 ms
[2020-12-23 17:56:38 main:581] : INFO : Epoch 762 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 2909.95 ms
[2020-12-23 17:56:41 main:581] : INFO : Epoch 763 | loss: 0.031162 | val_loss: 0.0311724 | Time: 2905.85 ms
[2020-12-23 17:56:44 main:581] : INFO : Epoch 764 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 2913.67 ms
[2020-12-23 17:56:47 main:581] : INFO : Epoch 765 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 2918.83 ms
[2020-12-23 17:56:49 main:581] : INFO : Epoch 766 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2920 ms
[2020-12-23 17:56:52 main:581] : INFO : Epoch 767 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 2938.26 ms
[2020-12-23 17:56:55 main:581] : INFO : Epoch 768 | loss: 0.0311602 | val_loss: 0.0311742 | Time: 2917.23 ms
[2020-12-23 17:56:58 main:581] : INFO : Epoch 769 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2919.68 ms
[2020-12-23 17:57:01 main:581] : INFO : Epoch 770 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 2918.08 ms
[2020-12-23 17:57:04 main:581] : INFO : Epoch 771 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 2913.68 ms
[2020-12-23 17:57:07 main:581] : INFO : Epoch 772 | loss: 0.0311633 | val_loss: 0.031173 | Time: 2903.11 ms
[2020-12-23 17:57:10 main:581] : INFO : Epoch 773 | loss: 0.031162 | val_loss: 0.0311771 | Time: 2900.77 ms
[2020-12-23 17:57:13 main:581] : INFO : Epoch 774 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2903.34 ms
[2020-12-23 17:57:16 main:581] : INFO : Epoch 775 | loss: 0.0311602 | val_loss: 0.031179 | Time: 2875.94 ms
[2020-12-23 17:57:19 main:581] : INFO : Epoch 776 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 2891.31 ms
[2020-12-23 17:57:21 main:581] : INFO : Epoch 777 | loss: 0.031162 | val_loss: 0.0311831 | Time: 2913.41 ms
[2020-12-23 17:57:24 main:581] : INFO : Epoch 778 | loss: 0.031161 | val_loss: 0.0311768 | Time: 2892.46 ms
[2020-12-23 17:57:27 main:581] : INFO : Epoch 779 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 2912.69 ms
[2020-12-23 17:57:30 main:581] : INFO : Epoch 780 | loss: 0.0311602 | val_loss: 0.0311743 | Time: 2923.4 ms
[2020-12-23 17:57:33 main:581] : INFO : Epoch 781 | loss: 0.031159 | val_loss: 0.0311763 | Time: 2924.96 ms
[2020-12-23 17:57:36 main:581] : INFO : Epoch 782 | loss: 0.031159 | val_loss: 0.0311744 | Time: 2911.46 ms
[2020-12-23 17:57:39 main:581] : INFO : Epoch 783 | loss: 0.0311586 | val_loss: 0.0311784 | Time: 2877.39 ms
[2020-12-23 17:57:42 main:581] : INFO : Epoch 784 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 2869.97 ms
[2020-12-23 17:57:45 main:581] : INFO : Epoch 785 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 2921.8 ms
[2020-12-23 17:57:48 main:581] : INFO : Epoch 786 | loss: 0.031162 | val_loss: 0.0311782 | Time: 2918.72 ms
[2020-12-23 17:57:51 main:581] : INFO : Epoch 787 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2935.36 ms
[2020-12-23 17:57:53 main:581] : INFO : Epoch 788 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 2892.07 ms
[2020-12-23 17:57:56 main:581] : INFO : Epoch 789 | loss: 0.0311603 | val_loss: 0.0311827 | Time: 2857.77 ms
[2020-12-23 17:57:59 main:581] : INFO : Epoch 790 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 2915.33 ms
[2020-12-23 17:58:02 main:581] : INFO : Epoch 791 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2942.45 ms
[2020-12-23 17:58:05 main:581] : INFO : Epoch 792 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 2917.56 ms
[2020-12-23 17:58:08 main:581] : INFO : Epoch 793 | loss: 0.0311594 | val_loss: 0.0311796 | Time: 2924.58 ms
[2020-12-23 17:58:11 main:581] : INFO : Epoch 794 | loss: 0.0311606 | val_loss: 0.031177 | Time: 2887.11 ms
[2020-12-23 17:58:14 main:581] : INFO : Epoch 795 | loss: 0.031161 | val_loss: 0.0311794 | Time: 2916.44 ms
[2020-12-23 17:58:17 main:581] : INFO : Epoch 796 | loss: 0.0311615 | val_loss: 0.0311786 | Time: 2895.84 ms
[2020-12-23 17:58:20 main:581] : INFO : Epoch 797 | loss: 0.0311601 | val_loss: 0.0311795 | Time: 2917.47 ms
[2020-12-23 17:58:23 main:581] : INFO : Epoch 798 | loss: 0.0311641 | val_loss: 0.0311826 | Time: 2943.34 ms
[2020-12-23 17:58:25 main:581] : INFO : Epoch 799 | loss: 0.0311598 | val_loss: 0.0311816 | Time: 2908.05 ms
[2020-12-23 17:58:28 main:581] : INFO : Epoch 800 | loss: 0.0311622 | val_loss: 0.0311784 | Time: 2893.16 ms
[2020-12-23 17:58:31 main:581] : INFO : Epoch 801 | loss: 0.0311704 | val_loss: 0.0311838 | Time: 2914.2 ms
[2020-12-23 17:58:34 main:581] : INFO : Epoch 802 | loss: 0.0311768 | val_loss: 0.031179 | Time: 2907.94 ms
[2020-12-23 17:58:37 main:581] : INFO : Epoch 803 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 2883.22 ms
[2020-12-23 17:58:40 main:581] : INFO : Epoch 804 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 2886.84 ms
[2020-12-23 17:58:43 main:581] : INFO : Epoch 805 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 2888.8 ms
[2020-12-23 17:58:46 main:581] : INFO : Epoch 806 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 2885.66 ms
[2020-12-23 17:58:49 main:581] : INFO : Epoch 807 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 2883.14 ms
[2020-12-23 17:58:52 main:581] : INFO : Epoch 808 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 2909.48 ms
[2020-12-23 17:58:54 main:581] : INFO : Epoch 809 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 2909.97 ms
[2020-12-23 17:58:57 main:581] : INFO : Epoch 810 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 2871.45 ms
[2020-12-23 17:59:00 main:581] : INFO : Epoch 811 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2885.17 ms
[2020-12-23 17:59:03 main:581] : INFO : Epoch 812 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 2878.76 ms
[2020-12-23 17:59:06 main:581] : INFO : Epoch 813 | loss: 0.031165 | val_loss: 0.0311765 | Time: 2916.28 ms
[2020-12-23 17:59:09 main:581] : INFO : Epoch 814 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 2901.79 ms
[2020-12-23 17:59:12 main:581] : INFO : Epoch 815 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 2893.54 ms
[2020-12-23 17:59:15 main:581] : INFO : Epoch 816 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 2884.72 ms
[2020-12-23 17:59:18 main:581] : INFO : Epoch 817 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 2869.2 ms
[2020-12-23 17:59:20 main:581] : INFO : Epoch 818 | loss: 0.0311657 | val_loss: 0.031175 | Time: 2858.47 ms
[2020-12-23 17:59:23 main:581] : INFO : Epoch 819 | loss: 0.0311653 | val_loss: 0.0311832 | Time: 2883.45 ms
[2020-12-23 17:59:26 main:581] : INFO : Epoch 820 | loss: 0.031163 | val_loss: 0.0311744 | Time: 2894.62 ms
[2020-12-23 17:59:29 main:581] : INFO : Epoch 821 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 2916.83 ms
[2020-12-23 17:59:32 main:581] : INFO : Epoch 822 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 2893.8 ms
[2020-12-23 17:59:35 main:581] : INFO : Epoch 823 | loss: 0.03116 | val_loss: 0.0311754 | Time: 2897.96 ms
[2020-12-23 17:59:38 main:581] : INFO : Epoch 824 | loss: 0.0311596 | val_loss: 0.0311751 | Time: 2886.52 ms
[2020-12-23 17:59:41 main:581] : INFO : Epoch 825 | loss: 0.0311615 | val_loss: 0.0311838 | Time: 2853.53 ms
[2020-12-23 17:59:44 main:581] : INFO : Epoch 826 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 2905.35 ms
[2020-12-23 17:59:46 main:581] : INFO : Epoch 827 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 2911.18 ms
[2020-12-23 17:59:49 main:581] : INFO : Epoch 828 | loss: 0.0311617 | val_loss: 0.0311779 | Time: 2917.77 ms
[2020-12-23 17:59:52 main:581] : INFO : Epoch 829 | loss: 0.0311614 | val_loss: 0.0311805 | Time: 2932.93 ms
[2020-12-23 17:59:55 main:581] : INFO : Epoch 830 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 2907 ms
[2020-12-23 17:59:58 main:581] : INFO : Epoch 831 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2914.79 ms
[2020-12-23 18:00:01 main:581] : INFO : Epoch 832 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 2938.76 ms
[2020-12-23 18:00:04 main:581] : INFO : Epoch 833 | loss: 0.0311636 | val_loss: 0.0311797 | Time: 2913.13 ms
[2020-12-23 18:00:07 main:581] : INFO : Epoch 834 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 2921.74 ms
[2020-12-23 18:00:10 main:581] : INFO : Epoch 835 | loss: 0.0311641 | val_loss: 0.031179 | Time: 2924.52 ms
[2020-12-23 18:00:13 main:581] : INFO : Epoch 836 | loss: 0.031162 | val_loss: 0.0311731 | Time: 2880.41 ms
[2020-12-23 18:00:16 main:581] : INFO : Epoch 837 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 2898.39 ms
[2020-12-23 18:00:19 main:581] : INFO : Epoch 838 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 2889.86 ms
[2020-12-23 18:00:21 main:581] : INFO : Epoch 839 | loss: 0.0311607 | val_loss: 0.031173 | Time: 2945.95 ms
[2020-12-23 18:00:24 main:581] : INFO : Epoch 840 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2921.99 ms
[2020-12-23 18:00:27 main:581] : INFO : Epoch 841 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 2921.87 ms
[2020-12-23 18:00:30 main:581] : INFO : Epoch 842 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 2925.9 ms
[2020-12-23 18:00:33 main:581] : INFO : Epoch 843 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 2892.89 ms
[2020-12-23 18:00:36 main:581] : INFO : Epoch 844 | loss: 0.0311603 | val_loss: 0.0311747 | Time: 2922.9 ms
[2020-12-23 18:00:39 main:581] : INFO : Epoch 845 | loss: 0.0311594 | val_loss: 0.0311725 | Time: 2887.27 ms
[2020-12-23 18:00:42 main:581] : INFO : Epoch 846 | loss: 0.0311622 | val_loss: 0.0311839 | Time: 2852.35 ms
[2020-12-23 18:00:45 main:581] : INFO : Epoch 847 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2928.05 ms
[2020-12-23 18:00:48 main:581] : INFO : Epoch 848 | loss: 0.031161 | val_loss: 0.0311725 | Time: 2919.66 ms
[2020-12-23 18:00:51 main:581] : INFO : Epoch 849 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 2914.93 ms
[2020-12-23 18:00:53 main:581] : INFO : Epoch 850 | loss: 0.0311593 | val_loss: 0.0311748 | Time: 2921.35 ms
[2020-12-23 18:00:56 main:581] : INFO : Epoch 851 | loss: 0.0311576 | val_loss: 0.0311765 | Time: 2910.71 ms
[2020-12-23 18:00:59 main:581] : INFO : Epoch 852 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 2916 ms
[2020-12-23 18:01:02 main:581] : INFO : Epoch 853 | loss: 0.0311606 | val_loss: 0.031177 | Time: 2942.22 ms
[2020-12-23 18:01:05 main:581] : INFO : Epoch 854 | loss: 0.0311662 | val_loss: 0.0311899 | Time: 2917.74 ms
[2020-12-23 18:01:08 main:581] : INFO : Epoch 855 | loss: 0.0311639 | val_loss: 0.0311769 | Time: 2911.01 ms
[2020-12-23 18:01:11 main:581] : INFO : Epoch 856 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 2917.65 ms
[2020-12-23 18:01:14 main:581] : INFO : Epoch 857 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 2915.19 ms
[2020-12-23 18:01:17 main:581] : INFO : Epoch 858 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 2905.76 ms
[2020-12-23 18:01:20 main:581] : INFO : Epoch 859 | loss: 0.0311585 | val_loss: 0.0311749 | Time: 2917.93 ms
[2020-12-23 18:01:23 main:581] : INFO : Epoch 860 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 2936.48 ms
[2020-12-23 18:01:26 main:581] : INFO : Epoch 861 | loss: 0.0311637 | val_loss: 0.0311975 | Time: 2919.54 ms
[2020-12-23 18:01:29 main:581] : INFO : Epoch 862 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 2907.79 ms
[2020-12-23 18:01:31 main:581] : INFO : Epoch 863 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 2919.36 ms
[2020-12-23 18:01:34 main:581] : INFO : Epoch 864 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 2911.79 ms
[2020-12-23 18:01:37 main:581] : INFO : Epoch 865 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 2918.56 ms
[2020-12-23 18:01:40 main:581] : INFO : Epoch 866 | loss: 0.0311607 | val_loss: 0.0311836 | Time: 2913.55 ms
[2020-12-23 18:01:43 main:581] : INFO : Epoch 867 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 2924.14 ms
[2020-12-23 18:01:46 main:581] : INFO : Epoch 868 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 2922.43 ms
[2020-12-23 18:01:49 main:581] : INFO : Epoch 869 | loss: 0.031159 | val_loss: 0.0311751 | Time: 2914.5 ms
[2020-12-23 18:01:52 main:581] : INFO : Epoch 870 | loss: 0.0311575 | val_loss: 0.031177 | Time: 2927.98 ms
[2020-12-23 18:01:55 main:581] : INFO : Epoch 871 | loss: 0.0311576 | val_loss: 0.0311761 | Time: 2914.71 ms
[2020-12-23 18:01:58 main:581] : INFO : Epoch 872 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 2920.12 ms
[2020-12-23 18:02:01 main:581] : INFO : Epoch 873 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 2928.21 ms
[2020-12-23 18:02:04 main:581] : INFO : Epoch 874 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 2912.65 ms
[2020-12-23 18:02:06 main:581] : INFO : Epoch 875 | loss: 0.0311572 | val_loss: 0.0311803 | Time: 2897.88 ms
[2020-12-23 18:02:09 main:581] : INFO : Epoch 876 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 2907.38 ms
[2020-12-23 18:02:12 main:581] : INFO : Epoch 877 | loss: 0.0311633 | val_loss: 0.0311794 | Time: 2915.73 ms
[2020-12-23 18:02:15 main:581] : INFO : Epoch 878 | loss: 0.0311627 | val_loss: 0.0311801 | Time: 2896.77 ms
[2020-12-23 18:02:18 main:581] : INFO : Epoch 879 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 2922.08 ms
[2020-12-23 18:02:21 main:581] : INFO : Epoch 880 | loss: 0.0311599 | val_loss: 0.0311787 | Time: 2941.73 ms
[2020-12-23 18:02:24 main:581] : INFO : Epoch 881 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 2914.47 ms
[2020-12-23 18:02:27 main:581] : INFO : Epoch 882 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 2915.87 ms
[2020-12-23 18:02:30 main:581] : INFO : Epoch 883 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 2920.21 ms
[2020-12-23 18:02:33 main:581] : INFO : Epoch 884 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2907.05 ms
[2020-12-23 18:02:36 main:581] : INFO : Epoch 885 | loss: 0.0311688 | val_loss: 0.031173 | Time: 2922.16 ms
[2020-12-23 18:02:39 main:581] : INFO : Epoch 886 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 2913.18 ms
[2020-12-23 18:02:41 main:581] : INFO : Epoch 887 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 2915.01 ms
[2020-12-23 18:02:44 main:581] : INFO : Epoch 888 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 2914.82 ms
[2020-12-23 18:02:47 main:581] : INFO : Epoch 889 | loss: 0.03116 | val_loss: 0.0311704 | Time: 2921.43 ms
[2020-12-23 18:02:50 main:581] : INFO : Epoch 890 | loss: 0.0311623 | val_loss: 0.031176 | Time: 2907.75 ms
[2020-12-23 18:02:53 main:581] : INFO : Epoch 891 | loss: 0.03116 | val_loss: 0.0311709 | Time: 2924.75 ms
[2020-12-23 18:02:56 main:581] : INFO : Epoch 892 | loss: 0.0311603 | val_loss: 0.0311812 | Time: 2919.85 ms
[2020-12-23 18:02:59 main:581] : INFO : Epoch 893 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 2922.77 ms
[2020-12-23 18:03:02 main:581] : INFO : Epoch 894 | loss: 0.0311582 | val_loss: 0.031173 | Time: 2936.44 ms
[2020-12-23 18:03:05 main:581] : INFO : Epoch 895 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 2916.96 ms
[2020-12-23 18:03:08 main:581] : INFO : Epoch 896 | loss: 0.031161 | val_loss: 0.0311716 | Time: 2919.42 ms
[2020-12-23 18:03:11 main:581] : INFO : Epoch 897 | loss: 0.0311586 | val_loss: 0.0311731 | Time: 2911.44 ms
[2020-12-23 18:03:14 main:581] : INFO : Epoch 898 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 2922.07 ms
[2020-12-23 18:03:16 main:581] : INFO : Epoch 899 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 2918.59 ms
[2020-12-23 18:03:19 main:581] : INFO : Epoch 900 | loss: 0.0311579 | val_loss: 0.031177 | Time: 2913.64 ms
[2020-12-23 18:03:22 main:581] : INFO : Epoch 901 | loss: 0.0311595 | val_loss: 0.0311854 | Time: 2929.02 ms
[2020-12-23 18:03:25 main:581] : INFO : Epoch 902 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2909.1 ms
[2020-12-23 18:03:28 main:581] : INFO : Epoch 903 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 2912.04 ms
[2020-12-23 18:03:31 main:581] : INFO : Epoch 904 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 2902.45 ms
[2020-12-23 18:03:34 main:581] : INFO : Epoch 905 | loss: 0.031159 | val_loss: 0.0311759 | Time: 2918.16 ms
[2020-12-23 18:03:37 main:581] : INFO : Epoch 906 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 2912.19 ms
[2020-12-23 18:03:40 main:581] : INFO : Epoch 907 | loss: 0.0311595 | val_loss: 0.031177 | Time: 2917.09 ms
[2020-12-23 18:03:43 main:581] : INFO : Epoch 908 | loss: 0.0311573 | val_loss: 0.0311754 | Time: 2916.98 ms
[2020-12-23 18:03:46 main:581] : INFO : Epoch 909 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 2913.93 ms
[2020-12-23 18:03:49 main:581] : INFO : Epoch 910 | loss: 0.0311558 | val_loss: 0.0311759 | Time: 2910.61 ms
[2020-12-23 18:03:51 main:581] : INFO : Epoch 911 | loss: 0.0311564 | val_loss: 0.0311788 | Time: 2937.34 ms
[2020-12-23 18:03:54 main:581] : INFO : Epoch 912 | loss: 0.0311562 | val_loss: 0.0311773 | Time: 2903.71 ms
[2020-12-23 18:03:57 main:581] : INFO : Epoch 913 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 2922.43 ms
[2020-12-23 18:04:00 main:581] : INFO : Epoch 914 | loss: 0.0311569 | val_loss: 0.031181 | Time: 2932.56 ms
[2020-12-23 18:04:03 main:581] : INFO : Epoch 915 | loss: 0.031156 | val_loss: 0.0311789 | Time: 2893.72 ms
[2020-12-23 18:04:06 main:581] : INFO : Epoch 916 | loss: 0.0311555 | val_loss: 0.0311846 | Time: 2863.42 ms
[2020-12-23 18:04:09 main:581] : INFO : Epoch 917 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 2897.2 ms
[2020-12-23 18:04:12 main:581] : INFO : Epoch 918 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2905.62 ms
[2020-12-23 18:04:15 main:581] : INFO : Epoch 919 | loss: 0.031167 | val_loss: 0.0311747 | Time: 2923.79 ms
[2020-12-23 18:04:18 main:581] : INFO : Epoch 920 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2919.09 ms
[2020-12-23 18:04:21 main:581] : INFO : Epoch 921 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2919.36 ms
[2020-12-23 18:04:23 main:581] : INFO : Epoch 922 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 2914.76 ms
[2020-12-23 18:04:26 main:581] : INFO : Epoch 923 | loss: 0.031165 | val_loss: 0.0311772 | Time: 2912.48 ms
[2020-12-23 18:04:29 main:581] : INFO : Epoch 924 | loss: 0.0311739 | val_loss: 0.0311739 | Time: 2902.38 ms
[2020-12-23 18:04:32 main:581] : INFO : Epoch 925 | loss: 0.0311739 | val_loss: 0.0311713 | Time: 2908.92 ms
[2020-12-23 18:04:35 main:581] : INFO : Epoch 926 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 2919.35 ms
[2020-12-23 18:04:38 main:581] : INFO : Epoch 927 | loss: 0.0311717 | val_loss: 0.031171 | Time: 2911.78 ms
[2020-12-23 18:04:41 main:581] : INFO : Epoch 928 | loss: 0.031173 | val_loss: 0.0311864 | Time: 2909.89 ms
[2020-12-23 18:04:44 main:581] : INFO : Epoch 929 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 2900.71 ms
[2020-12-23 18:04:47 main:581] : INFO : Epoch 930 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 2917.08 ms
[2020-12-23 18:04:50 main:581] : INFO : Epoch 931 | loss: 0.031168 | val_loss: 0.0311701 | Time: 2918.98 ms
[2020-12-23 18:04:53 main:581] : INFO : Epoch 932 | loss: 0.0311669 | val_loss: 0.031169 | Time: 2931.83 ms
[2020-12-23 18:04:56 main:581] : INFO : Epoch 933 | loss: 0.0311647 | val_loss: 0.0311677 | Time: 2917.8 ms
[2020-12-23 18:04:58 main:581] : INFO : Epoch 934 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 2920.79 ms
[2020-12-23 18:05:01 main:581] : INFO : Epoch 935 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 2935.54 ms
[2020-12-23 18:05:04 main:581] : INFO : Epoch 936 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 2914.39 ms
[2020-12-23 18:05:07 main:581] : INFO : Epoch 937 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 2913.45 ms
[2020-12-23 18:05:10 main:581] : INFO : Epoch 938 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2894.02 ms
[2020-12-23 18:05:13 main:581] : INFO : Epoch 939 | loss: 0.0311688 | val_loss: 0.0311681 | Time: 2919.11 ms
[2020-12-23 18:05:16 main:581] : INFO : Epoch 940 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2917.54 ms
[2020-12-23 18:05:19 main:581] : INFO : Epoch 941 | loss: 0.0312012 | val_loss: 0.0312091 | Time: 2902.42 ms
[2020-12-23 18:05:22 main:581] : INFO : Epoch 942 | loss: 0.0312101 | val_loss: 0.0312076 | Time: 2943.51 ms
[2020-12-23 18:05:25 main:581] : INFO : Epoch 943 | loss: 0.0312067 | val_loss: 0.0312041 | Time: 2915.97 ms
[2020-12-23 18:05:28 main:581] : INFO : Epoch 944 | loss: 0.0311981 | val_loss: 0.0311937 | Time: 2921.57 ms
[2020-12-23 18:05:31 main:581] : INFO : Epoch 945 | loss: 0.0311923 | val_loss: 0.0311842 | Time: 2913.9 ms
[2020-12-23 18:05:33 main:581] : INFO : Epoch 946 | loss: 0.0311875 | val_loss: 0.0311834 | Time: 2909.35 ms
[2020-12-23 18:05:36 main:581] : INFO : Epoch 947 | loss: 0.0311849 | val_loss: 0.0311822 | Time: 2909.33 ms
[2020-12-23 18:05:39 main:581] : INFO : Epoch 948 | loss: 0.0311825 | val_loss: 0.0311792 | Time: 2905.59 ms
[2020-12-23 18:05:42 main:581] : INFO : Epoch 949 | loss: 0.0311814 | val_loss: 0.0311777 | Time: 2912.38 ms
[2020-12-23 18:05:45 main:581] : INFO : Epoch 950 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2915.64 ms
[2020-12-23 18:05:48 main:581] : INFO : Epoch 951 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 2921.5 ms
[2020-12-23 18:05:51 main:581] : INFO : Epoch 952 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 2942.48 ms
[2020-12-23 18:05:54 main:581] : INFO : Epoch 953 | loss: 0.0311797 | val_loss: 0.0311765 | Time: 2921.51 ms
[2020-12-23 18:05:57 main:581] : INFO : Epoch 954 | loss: 0.0311792 | val_loss: 0.0311761 | Time: 2919.75 ms
[2020-12-23 18:06:00 main:581] : INFO : Epoch 955 | loss: 0.0311791 | val_loss: 0.031178 | Time: 2921.69 ms
[2020-12-23 18:06:03 main:581] : INFO : Epoch 956 | loss: 0.0311801 | val_loss: 0.0311765 | Time: 2917.72 ms
[2020-12-23 18:06:06 main:581] : INFO : Epoch 957 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 2916.39 ms
[2020-12-23 18:06:08 main:581] : INFO : Epoch 958 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 2908.95 ms
[2020-12-23 18:06:11 main:581] : INFO : Epoch 959 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 2872.9 ms
[2020-12-23 18:06:14 main:581] : INFO : Epoch 960 | loss: 0.0311784 | val_loss: 0.0311745 | Time: 2917.44 ms
[2020-12-23 18:06:17 main:581] : INFO : Epoch 961 | loss: 0.0311776 | val_loss: 0.0311747 | Time: 2883.9 ms
[2020-12-23 18:06:20 main:581] : INFO : Epoch 962 | loss: 0.0311782 | val_loss: 0.0311757 | Time: 2903.55 ms
[2020-12-23 18:06:23 main:581] : INFO : Epoch 963 | loss: 0.031177 | val_loss: 0.0311761 | Time: 2930.41 ms
[2020-12-23 18:06:26 main:581] : INFO : Epoch 964 | loss: 0.031177 | val_loss: 0.0311765 | Time: 2915.22 ms
[2020-12-23 18:06:29 main:581] : INFO : Epoch 965 | loss: 0.0311762 | val_loss: 0.0311744 | Time: 2923.78 ms
[2020-12-23 18:06:32 main:581] : INFO : Epoch 966 | loss: 0.0311748 | val_loss: 0.0311745 | Time: 2914.34 ms
[2020-12-23 18:06:35 main:581] : INFO : Epoch 967 | loss: 0.0311752 | val_loss: 0.031178 | Time: 2913.62 ms
[2020-12-23 18:06:38 main:581] : INFO : Epoch 968 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2923.08 ms
[2020-12-23 18:06:41 main:581] : INFO : Epoch 969 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 2922.53 ms
[2020-12-23 18:06:43 main:581] : INFO : Epoch 970 | loss: 0.031175 | val_loss: 0.0311753 | Time: 2919.07 ms
[2020-12-23 18:06:46 main:581] : INFO : Epoch 971 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 2918.18 ms
[2020-12-23 18:06:49 main:581] : INFO : Epoch 972 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2919.63 ms
[2020-12-23 18:06:52 main:581] : INFO : Epoch 973 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 2880.42 ms
[2020-12-23 18:06:55 main:581] : INFO : Epoch 974 | loss: 0.0311738 | val_loss: 0.0311745 | Time: 2922.36 ms
[2020-12-23 18:06:58 main:581] : INFO : Epoch 975 | loss: 0.0311743 | val_loss: 0.0311747 | Time: 2901.07 ms
[2020-12-23 18:07:01 main:581] : INFO : Epoch 976 | loss: 0.0311739 | val_loss: 0.0311744 | Time: 2896.91 ms
[2020-12-23 18:07:04 main:581] : INFO : Epoch 977 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 2920.26 ms
[2020-12-23 18:07:07 main:581] : INFO : Epoch 978 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 2913.96 ms
[2020-12-23 18:07:10 main:581] : INFO : Epoch 979 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 2917.6 ms
[2020-12-23 18:07:12 main:581] : INFO : Epoch 980 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 2845.26 ms
[2020-12-23 18:07:15 main:581] : INFO : Epoch 981 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 2894.99 ms
[2020-12-23 18:07:18 main:581] : INFO : Epoch 982 | loss: 0.0311754 | val_loss: 0.0311753 | Time: 2904.62 ms
[2020-12-23 18:07:21 main:581] : INFO : Epoch 983 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 2920.51 ms
[2020-12-23 18:07:24 main:581] : INFO : Epoch 984 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 2923.96 ms
[2020-12-23 18:07:27 main:581] : INFO : Epoch 985 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 2924.08 ms
[2020-12-23 18:07:30 main:581] : INFO : Epoch 986 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 2922.1 ms
[2020-12-23 18:07:33 main:581] : INFO : Epoch 987 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 2922.16 ms
[2020-12-23 18:07:36 main:581] : INFO : Epoch 988 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2910.77 ms
[2020-12-23 18:07:39 main:581] : INFO : Epoch 989 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 2914.12 ms
[2020-12-23 18:07:42 main:581] : INFO : Epoch 990 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 2912.65 ms
[2020-12-23 18:07:45 main:581] : INFO : Epoch 991 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 2910.7 ms
[2020-12-23 18:07:47 main:581] : INFO : Epoch 992 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2919.72 ms
[2020-12-23 18:07:50 main:581] : INFO : Epoch 993 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 2884.6 ms
[2020-12-23 18:07:53 main:581] : INFO : Epoch 994 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 2941.36 ms
[2020-12-23 18:07:56 main:581] : INFO : Epoch 995 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 2920.39 ms
[2020-12-23 18:07:59 main:581] : INFO : Epoch 996 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 2921.65 ms
[2020-12-23 18:08:02 main:581] : INFO : Epoch 997 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2901.68 ms
[2020-12-23 18:08:05 main:581] : INFO : Epoch 998 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 2892.64 ms
[2020-12-23 18:08:08 main:581] : INFO : Epoch 999 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 2897.53 ms
[2020-12-23 18:08:11 main:581] : INFO : Epoch 1000 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 2883.68 ms
[2020-12-23 18:08:14 main:581] : INFO : Epoch 1001 | loss: 0.0311773 | val_loss: 0.0311855 | Time: 2890.8 ms
[2020-12-23 18:08:17 main:581] : INFO : Epoch 1002 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2902.82 ms
[2020-12-23 18:08:19 main:581] : INFO : Epoch 1003 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2917.69 ms
[2020-12-23 18:08:22 main:581] : INFO : Epoch 1004 | loss: 0.031177 | val_loss: 0.0311823 | Time: 2927.56 ms
[2020-12-23 18:08:25 main:581] : INFO : Epoch 1005 | loss: 0.031173 | val_loss: 0.0311773 | Time: 2917.3 ms
[2020-12-23 18:08:28 main:581] : INFO : Epoch 1006 | loss: 0.031176 | val_loss: 0.0311781 | Time: 2915.95 ms
[2020-12-23 18:08:31 main:581] : INFO : Epoch 1007 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2908.88 ms
[2020-12-23 18:08:34 main:581] : INFO : Epoch 1008 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 2918.09 ms
[2020-12-23 18:08:37 main:581] : INFO : Epoch 1009 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 2912.51 ms
[2020-12-23 18:08:40 main:581] : INFO : Epoch 1010 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 2904.56 ms
[2020-12-23 18:08:43 main:581] : INFO : Epoch 1011 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 2902.65 ms
[2020-12-23 18:08:46 main:581] : INFO : Epoch 1012 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 2896.32 ms
[2020-12-23 18:08:49 main:581] : INFO : Epoch 1013 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 2881.22 ms
[2020-12-23 18:08:51 main:581] : INFO : Epoch 1014 | loss: 0.0311741 | val_loss: 0.0311866 | Time: 2913.32 ms
[2020-12-23 18:08:54 main:581] : INFO : Epoch 1015 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 2916.29 ms
[2020-12-23 18:08:57 main:581] : INFO : Epoch 1016 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 2913.56 ms
[2020-12-23 18:09:00 main:581] : INFO : Epoch 1017 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 2942.62 ms
[2020-12-23 18:09:03 main:581] : INFO : Epoch 1018 | loss: 0.0311709 | val_loss: 0.031179 | Time: 2923.5 ms
[2020-12-23 18:09:06 main:581] : INFO : Epoch 1019 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 2911.72 ms
[2020-12-23 18:09:09 main:581] : INFO : Epoch 1020 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 2917.76 ms
[2020-12-23 18:09:12 main:581] : INFO : Epoch 1021 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 2870.1 ms
[2020-12-23 18:09:15 main:581] : INFO : Epoch 1022 | loss: 0.0311842 | val_loss: 0.0311838 | Time: 2882.56 ms
[2020-12-23 18:09:18 main:581] : INFO : Epoch 1023 | loss: 0.0311836 | val_loss: 0.0311796 | Time: 2913.19 ms
[2020-12-23 18:09:21 main:581] : INFO : Epoch 1024 | loss: 0.0311787 | val_loss: 0.031177 | Time: 2928.96 ms
[2020-12-23 18:09:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031177
[2020-12-23 18:09:21 main:610] : INFO : Saving end state to config to file
[2020-12-23 18:09:21 main:615] : INFO : Success, exiting..
18:09:21 (2511762): 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)