Task 3399262
| Name | ParityMachine-1606531507-30226-5_0 |
| Workunit | 1653166 |
| Created | 23 Dec 2020, 18:03:30 UTC |
| Sent | 23 Dec 2020, 22:03:11 UTC |
| Report deadline | 30 Dec 2020, 22:03:11 UTC |
| Received | 24 Dec 2020, 1:22:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 51 sec |
| CPU time | 49 min 45 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: 0.0311408 | val_loss: 0.0311662 | Time: 2896.28 ms [2020-12-23 16:54:33 main:581] : INFO : Epoch 511 | loss: 0.0311404 | val_loss: 0.031167 | Time: 2911.83 ms [2020-12-23 16:54:36 main:581] : INFO : Epoch 512 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 2913.31 ms [2020-12-23 16:54:39 main:581] : INFO : Epoch 513 | loss: 0.03114 | val_loss: 0.0311673 | Time: 2899.53 ms [2020-12-23 16:54:42 main:581] : INFO : Epoch 514 | loss: 0.0311407 | val_loss: 0.0311685 | Time: 2916.74 ms [2020-12-23 16:54:45 main:581] : INFO : Epoch 515 | loss: 0.0311398 | val_loss: 0.0311663 | Time: 2907.89 ms [2020-12-23 16:54:48 main:581] : INFO : Epoch 516 | loss: 0.0311391 | val_loss: 0.0311687 | Time: 2901.95 ms [2020-12-23 16:54:50 main:581] : INFO : Epoch 517 | loss: 0.0311394 | val_loss: 0.0311664 | Time: 2905.12 ms [2020-12-23 16:54:53 main:581] : INFO : Epoch 518 | loss: 0.0311416 | val_loss: 0.0311658 | Time: 2903.43 ms [2020-12-23 16:54:56 main:581] : INFO : Epoch 519 | loss: 0.0311394 | val_loss: 0.0311668 | Time: 2919.07 ms [2020-12-23 16:54:59 main:581] : INFO : Epoch 520 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 2895.69 ms [2020-12-23 16:55:02 main:581] : INFO : Epoch 521 | loss: 0.0311404 | val_loss: 0.0311706 | Time: 2944.33 ms [2020-12-23 16:55:05 main:581] : INFO : Epoch 522 | loss: 0.0311432 | val_loss: 0.0311671 | Time: 2908.07 ms [2020-12-23 16:55:08 main:581] : INFO : Epoch 523 | loss: 0.0311388 | val_loss: 0.0311665 | Time: 2910.9 ms [2020-12-23 16:55:11 main:581] : INFO : Epoch 524 | loss: 0.0311382 | val_loss: 0.031167 | Time: 2830.98 ms [2020-12-23 16:55:14 main:581] : INFO : Epoch 525 | loss: 0.0311373 | val_loss: 0.0311652 | Time: 2888.75 ms [2020-12-23 16:55:17 main:581] : INFO : Epoch 526 | loss: 0.0311368 | val_loss: 0.0311644 | Time: 2914.85 ms [2020-12-23 16:55:19 main:581] : INFO : Epoch 527 | loss: 0.0311374 | val_loss: 0.0311666 | Time: 2915.96 ms [2020-12-23 16:55:22 main:581] : INFO : Epoch 528 | loss: 0.0311372 | val_loss: 0.0311638 | Time: 2941.47 ms [2020-12-23 16:55:25 main:581] : INFO : Epoch 529 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 2919.03 ms [2020-12-23 16:55:28 main:581] : INFO : Epoch 530 | loss: 0.0311374 | val_loss: 0.0311628 | Time: 2912.94 ms [2020-12-23 16:55:31 main:581] : INFO : Epoch 531 | loss: 0.0311374 | val_loss: 0.0311694 | Time: 2914.72 ms [2020-12-23 16:55:34 main:581] : INFO : Epoch 532 | loss: 0.0311369 | val_loss: 0.0311642 | Time: 2920.43 ms [2020-12-23 16:55:37 main:581] : INFO : Epoch 533 | loss: 0.0311388 | val_loss: 0.0311596 | Time: 2922.34 ms [2020-12-23 16:55:40 main:581] : INFO : Epoch 534 | loss: 0.0311388 | val_loss: 0.0311664 | Time: 2922.72 ms [2020-12-23 16:55:43 main:581] : INFO : Epoch 535 | loss: 0.0311367 | val_loss: 0.0311655 | Time: 2893.9 ms [2020-12-23 16:55:46 main:581] : INFO : Epoch 536 | loss: 0.0311384 | val_loss: 0.0311659 | Time: 2920.45 ms [2020-12-23 16:55:49 main:581] : INFO : Epoch 537 | loss: 0.0311383 | val_loss: 0.0311644 | Time: 2917.33 ms [2020-12-23 16:55:52 main:581] : INFO : Epoch 538 | loss: 0.0311378 | val_loss: 0.031166 | Time: 2929.9 ms [2020-12-23 16:55:54 main:581] : INFO : Epoch 539 | loss: 0.0311393 | val_loss: 0.0311672 | Time: 2889.57 ms [2020-12-23 16:55:57 main:581] : INFO : Epoch 540 | loss: 0.0311393 | val_loss: 0.0311664 | Time: 2919.52 ms [2020-12-23 16:56:00 main:581] : INFO : Epoch 541 | loss: 0.0311387 | val_loss: 0.0311652 | Time: 2938.59 ms [2020-12-23 16:56:03 main:581] : INFO : Epoch 542 | loss: 0.031138 | val_loss: 0.0311698 | Time: 2921.72 ms [2020-12-23 16:56:06 main:581] : INFO : Epoch 543 | loss: 0.0311376 | val_loss: 0.0311657 | Time: 2917.76 ms [2020-12-23 16:56:09 main:581] : INFO : Epoch 544 | loss: 0.031136 | val_loss: 0.0311663 | Time: 2912.47 ms [2020-12-23 16:56:12 main:581] : INFO : Epoch 545 | loss: 0.0311363 | val_loss: 0.0311681 | Time: 2917.86 ms [2020-12-23 16:56:15 main:581] : INFO : Epoch 546 | loss: 0.0311387 | val_loss: 0.0311675 | Time: 2923.24 ms [2020-12-23 16:56:18 main:581] : INFO : Epoch 547 | loss: 0.0311393 | val_loss: 0.0311706 | Time: 2924.82 ms [2020-12-23 16:56:21 main:581] : INFO : Epoch 548 | loss: 0.031137 | val_loss: 0.0311668 | Time: 2930.76 ms [2020-12-23 16:56:24 main:581] : INFO : Epoch 549 | loss: 0.0311363 | val_loss: 0.0311669 | Time: 2909.37 ms [2020-12-23 16:56:27 main:581] : INFO : Epoch 550 | loss: 0.0311359 | val_loss: 0.0311675 | Time: 2920.71 ms [2020-12-23 16:56:29 main:581] : INFO : Epoch 551 | loss: 0.0311365 | val_loss: 0.0311672 | Time: 2845.3 ms [2020-12-23 16:56:32 main:581] : INFO : Epoch 552 | loss: 0.0311355 | val_loss: 0.0311669 | Time: 2908.04 ms [2020-12-23 16:56:35 main:581] : INFO : Epoch 553 | loss: 0.0311346 | val_loss: 0.0311719 | Time: 2910.42 ms [2020-12-23 16:56:38 main:581] : INFO : Epoch 554 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 2903.2 ms [2020-12-23 16:56:41 main:581] : INFO : Epoch 555 | loss: 0.0311359 | val_loss: 0.0311649 | Time: 2909.26 ms [2020-12-23 16:56:44 main:581] : INFO : Epoch 556 | loss: 0.0311385 | val_loss: 0.0311645 | Time: 2913.64 ms [2020-12-23 16:56:47 main:581] : INFO : Epoch 557 | loss: 0.0311429 | val_loss: 0.0311674 | Time: 2897.25 ms [2020-12-23 16:56:50 main:581] : INFO : Epoch 558 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 2853.6 ms [2020-12-23 16:56:53 main:581] : INFO : Epoch 559 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 2927.63 ms [2020-12-23 16:56:56 main:581] : INFO : Epoch 560 | loss: 0.0311442 | val_loss: 0.0311707 | Time: 2915.4 ms [2020-12-23 16:56:59 main:581] : INFO : Epoch 561 | loss: 0.031143 | val_loss: 0.0311694 | Time: 2911.49 ms [2020-12-23 16:57:01 main:581] : INFO : Epoch 562 | loss: 0.0311428 | val_loss: 0.031167 | Time: 2940.34 ms [2020-12-23 16:57:04 main:581] : INFO : Epoch 563 | loss: 0.031141 | val_loss: 0.0311693 | Time: 2911.72 ms [2020-12-23 16:57:07 main:581] : INFO : Epoch 564 | loss: 0.031141 | val_loss: 0.0311662 | Time: 2923.95 ms [2020-12-23 16:57:10 main:581] : INFO : Epoch 565 | loss: 0.0311403 | val_loss: 0.0311642 | Time: 2912.01 ms [2020-12-23 16:57:13 main:581] : INFO : Epoch 566 | loss: 0.03114 | val_loss: 0.031167 | Time: 2882.17 ms [2020-12-23 16:57:16 main:581] : INFO : Epoch 567 | loss: 0.0311394 | val_loss: 0.0311679 | Time: 2891.56 ms [2020-12-23 16:57:19 main:581] : INFO : Epoch 568 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 2897.54 ms [2020-12-23 16:57:22 main:581] : INFO : Epoch 569 | loss: 0.0311376 | val_loss: 0.0311664 | Time: 2923.09 ms [2020-12-23 16:57:25 main:581] : INFO : Epoch 570 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 2921.83 ms [2020-12-23 16:57:28 main:581] : INFO : Epoch 571 | loss: 0.0311412 | val_loss: 0.0311666 | Time: 2905.45 ms [2020-12-23 16:57:31 main:581] : INFO : Epoch 572 | loss: 0.0311384 | val_loss: 0.0311646 | Time: 2928.58 ms [2020-12-23 16:57:33 main:581] : INFO : Epoch 573 | loss: 0.0311384 | val_loss: 0.0311654 | Time: 2926.88 ms [2020-12-23 16:57:36 main:581] : INFO : Epoch 574 | loss: 0.0311367 | val_loss: 0.0311655 | Time: 2926.28 ms [2020-12-23 16:57:39 main:581] : INFO : Epoch 575 | loss: 0.031136 | val_loss: 0.0311698 | Time: 2921.8 ms [2020-12-23 16:57:42 main:581] : INFO : Epoch 576 | loss: 0.0311362 | val_loss: 0.0311692 | Time: 2920.9 ms [2020-12-23 16:57:45 main:581] : INFO : Epoch 577 | loss: 0.031135 | val_loss: 0.0311691 | Time: 2928.85 ms [2020-12-23 16:57:48 main:581] : INFO : Epoch 578 | loss: 0.0311368 | val_loss: 0.031167 | Time: 2921.02 ms [2020-12-23 16:57:51 main:581] : INFO : Epoch 579 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 2942.11 ms [2020-12-23 16:57:54 main:581] : INFO : Epoch 580 | loss: 0.031139 | val_loss: 0.03117 | Time: 2915.41 ms [2020-12-23 16:57:57 main:581] : INFO : Epoch 581 | loss: 0.0311369 | val_loss: 0.0311732 | Time: 2909.95 ms [2020-12-23 16:58:00 main:581] : INFO : Epoch 582 | loss: 0.0311374 | val_loss: 0.0311709 | Time: 2921.65 ms [2020-12-23 16:58:03 main:581] : INFO : Epoch 583 | loss: 0.0311369 | val_loss: 0.0311673 | Time: 2914.9 ms [2020-12-23 16:58:06 main:581] : INFO : Epoch 584 | loss: 0.0311387 | val_loss: 0.0311679 | Time: 2918.13 ms [2020-12-23 16:58:09 main:581] : INFO : Epoch 585 | loss: 0.0311365 | val_loss: 0.0311671 | Time: 2913.63 ms [2020-12-23 16:58:11 main:581] : INFO : Epoch 586 | loss: 0.0311351 | val_loss: 0.0311664 | Time: 2906.33 ms [2020-12-23 16:58:14 main:581] : INFO : Epoch 587 | loss: 0.0311347 | val_loss: 0.0311682 | Time: 2915.34 ms [2020-12-23 16:58:17 main:581] : INFO : Epoch 588 | loss: 0.0311381 | val_loss: 0.0311682 | Time: 2910.76 ms [2020-12-23 16:58:20 main:581] : INFO : Epoch 589 | loss: 0.0311354 | val_loss: 0.0311659 | Time: 2929.59 ms [2020-12-23 16:58:23 main:581] : INFO : Epoch 590 | loss: 0.031135 | val_loss: 0.0311642 | Time: 2944.82 ms [2020-12-23 16:58:26 main:581] : INFO : Epoch 591 | loss: 0.0311335 | val_loss: 0.0311671 | Time: 2921.09 ms [2020-12-23 16:58:29 main:581] : INFO : Epoch 592 | loss: 0.031133 | val_loss: 0.0311666 | Time: 2923.64 ms [2020-12-23 16:58:32 main:581] : INFO : Epoch 593 | loss: 0.0311323 | val_loss: 0.0311653 | Time: 2924.79 ms [2020-12-23 16:58:35 main:581] : INFO : Epoch 594 | loss: 0.031133 | val_loss: 0.0311699 | Time: 2924.75 ms [2020-12-23 16:58:38 main:581] : INFO : Epoch 595 | loss: 0.0311338 | val_loss: 0.0311713 | Time: 2917.8 ms [2020-12-23 16:58:41 main:581] : INFO : Epoch 596 | loss: 0.0311332 | val_loss: 0.0311688 | Time: 2920.09 ms [2020-12-23 16:58:44 main:581] : INFO : Epoch 597 | loss: 0.0311343 | val_loss: 0.0311673 | Time: 2920.92 ms [2020-12-23 16:58:47 main:581] : INFO : Epoch 598 | loss: 0.0311321 | val_loss: 0.0311676 | Time: 2917.22 ms [2020-12-23 16:58:49 main:581] : INFO : Epoch 599 | loss: 0.0311321 | val_loss: 0.0311622 | Time: 2913.36 ms [2020-12-23 16:58:52 main:581] : INFO : Epoch 600 | loss: 0.031134 | val_loss: 0.0311701 | Time: 2944.52 ms [2020-12-23 16:58:55 main:581] : INFO : Epoch 601 | loss: 0.0311339 | val_loss: 0.031173 | Time: 2911.89 ms [2020-12-23 16:58:58 main:581] : INFO : Epoch 602 | loss: 0.0311339 | val_loss: 0.0311677 | Time: 2909.29 ms [2020-12-23 16:59:01 main:581] : INFO : Epoch 603 | loss: 0.0311339 | val_loss: 0.0311664 | Time: 2935.88 ms [2020-12-23 16:59:04 main:581] : INFO : Epoch 604 | loss: 0.0311338 | val_loss: 0.0311681 | Time: 2912.19 ms [2020-12-23 16:59:07 main:581] : INFO : Epoch 605 | loss: 0.0311356 | val_loss: 0.0311694 | Time: 2915.04 ms [2020-12-23 16:59:10 main:581] : INFO : Epoch 606 | loss: 0.0311344 | val_loss: 0.0311662 | Time: 2916.14 ms [2020-12-23 16:59:13 main:581] : INFO : Epoch 607 | loss: 0.031133 | val_loss: 0.0311671 | Time: 2919.31 ms [2020-12-23 16:59:16 main:581] : INFO : Epoch 608 | loss: 0.0311341 | val_loss: 0.031167 | Time: 2911.9 ms [2020-12-23 16:59:19 main:581] : INFO : Epoch 609 | loss: 0.0311353 | val_loss: 0.0311653 | Time: 2921.26 ms [2020-12-23 16:59:22 main:581] : INFO : Epoch 610 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 2950.4 ms [2020-12-23 16:59:25 main:581] : INFO : Epoch 611 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 2916.66 ms [2020-12-23 16:59:27 main:581] : INFO : Epoch 612 | loss: 0.0311375 | val_loss: 0.0311669 | Time: 2918.81 ms [2020-12-23 16:59:30 main:581] : INFO : Epoch 613 | loss: 0.0311395 | val_loss: 0.0311607 | Time: 2922.67 ms [2020-12-23 16:59:33 main:581] : INFO : Epoch 614 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 2926.81 ms [2020-12-23 16:59:36 main:581] : INFO : Epoch 615 | loss: 0.0311637 | val_loss: 0.031173 | Time: 2919.77 ms [2020-12-23 16:59:39 main:581] : INFO : Epoch 616 | loss: 0.031173 | val_loss: 0.0311807 | Time: 2924.69 ms [2020-12-23 16:59:42 main:581] : INFO : Epoch 617 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 2921.32 ms [2020-12-23 16:59:45 main:581] : INFO : Epoch 618 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 2921.95 ms [2020-12-23 16:59:48 main:581] : INFO : Epoch 619 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 2919.16 ms [2020-12-23 16:59:51 main:581] : INFO : Epoch 620 | loss: 0.0311723 | val_loss: 0.0311714 | Time: 2933.35 ms [2020-12-23 16:59:54 main:581] : INFO : Epoch 621 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 2892.53 ms [2020-12-23 16:59:57 main:581] : INFO : Epoch 622 | loss: 0.031166 | val_loss: 0.0311664 | Time: 2869.68 ms [2020-12-23 16:59:59 main:581] : INFO : Epoch 623 | loss: 0.0311628 | val_loss: 0.0311656 | Time: 2889.7 ms [2020-12-23 17:00:02 main:581] : INFO : Epoch 624 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 2918.65 ms [2020-12-23 17:00:05 main:581] : INFO : Epoch 625 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 2921.66 ms [2020-12-23 17:00:08 main:581] : INFO : Epoch 626 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 2914.41 ms [2020-12-23 17:00:11 main:581] : INFO : Epoch 627 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 2914.65 ms [2020-12-23 17:00:14 main:581] : INFO : Epoch 628 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2910.76 ms [2020-12-23 17:00:17 main:581] : INFO : Epoch 629 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 2919.9 ms [2020-12-23 17:00:20 main:581] : INFO : Epoch 630 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 2923.33 ms [2020-12-23 17:00:23 main:581] : INFO : Epoch 631 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 2937.1 ms [2020-12-23 17:00:26 main:581] : INFO : Epoch 632 | loss: 0.031156 | val_loss: 0.0311656 | Time: 2922.47 ms [2020-12-23 17:00:29 main:581] : INFO : Epoch 633 | loss: 0.0311555 | val_loss: 0.0311662 | Time: 2888.62 ms [2020-12-23 17:00:32 main:581] : INFO : Epoch 634 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 2907.91 ms [2020-12-23 17:00:34 main:581] : INFO : Epoch 635 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 2917.78 ms [2020-12-23 17:00:37 main:581] : INFO : Epoch 636 | loss: 0.0311542 | val_loss: 0.0311636 | Time: 2924.42 ms [2020-12-23 17:00:40 main:581] : INFO : Epoch 637 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2919.24 ms [2020-12-23 17:00:43 main:581] : INFO : Epoch 638 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 2917.55 ms [2020-12-23 17:00:46 main:581] : INFO : Epoch 639 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2924.79 ms [2020-12-23 17:00:49 main:581] : INFO : Epoch 640 | loss: 0.0311566 | val_loss: 0.0311693 | Time: 2924.38 ms [2020-12-23 17:00:52 main:581] : INFO : Epoch 641 | loss: 0.0311551 | val_loss: 0.0311659 | Time: 2946.52 ms [2020-12-23 17:00:55 main:581] : INFO : Epoch 642 | loss: 0.0311543 | val_loss: 0.0311685 | Time: 2920.98 ms [2020-12-23 17:00:58 main:581] : INFO : Epoch 643 | loss: 0.0311528 | val_loss: 0.0311645 | Time: 2927.4 ms [2020-12-23 17:01:01 main:581] : INFO : Epoch 644 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 2915.01 ms [2020-12-23 17:01:04 main:581] : INFO : Epoch 645 | loss: 0.0311525 | val_loss: 0.031169 | Time: 2910.38 ms [2020-12-23 17:01:07 main:581] : INFO : Epoch 646 | loss: 0.0311519 | val_loss: 0.0311653 | Time: 2907.3 ms [2020-12-23 17:01:10 main:581] : INFO : Epoch 647 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 2914.43 ms [2020-12-23 17:01:12 main:581] : INFO : Epoch 648 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 2922.86 ms [2020-12-23 17:01:15 main:581] : INFO : Epoch 649 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 2917.31 ms [2020-12-23 17:01:18 main:581] : INFO : Epoch 650 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2918.77 ms [2020-12-23 17:01:21 main:581] : INFO : Epoch 651 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 2929.67 ms [2020-12-23 17:01:24 main:581] : INFO : Epoch 652 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 2916.95 ms [2020-12-23 17:01:27 main:581] : INFO : Epoch 653 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 2915.07 ms [2020-12-23 17:01:30 main:581] : INFO : Epoch 654 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 2884.48 ms [2020-12-23 17:01:33 main:581] : INFO : Epoch 655 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 2894.02 ms [2020-12-23 17:01:36 main:581] : INFO : Epoch 656 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 2905.66 ms [2020-12-23 17:01:39 main:581] : INFO : Epoch 657 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 2907.55 ms [2020-12-23 17:01:42 main:581] : INFO : Epoch 658 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 2915.87 ms [2020-12-23 17:01:44 main:581] : INFO : Epoch 659 | loss: 0.0311556 | val_loss: 0.0311664 | Time: 2914.49 ms [2020-12-23 17:01:47 main:581] : INFO : Epoch 660 | loss: 0.0311555 | val_loss: 0.0311666 | Time: 2913.95 ms [2020-12-23 17:01:50 main:581] : INFO : Epoch 661 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 2913.97 ms [2020-12-23 17:01:53 main:581] : INFO : Epoch 662 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2943.24 ms [2020-12-23 17:01:56 main:581] : INFO : Epoch 663 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 2908.77 ms [2020-12-23 17:01:59 main:581] : INFO : Epoch 664 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 2910.25 ms [2020-12-23 17:02:02 main:581] : INFO : Epoch 665 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 2931.89 ms [2020-12-23 17:02:05 main:581] : INFO : Epoch 666 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 2911.52 ms [2020-12-23 17:02:08 main:581] : INFO : Epoch 667 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 2920.07 ms [2020-12-23 17:02:11 main:581] : INFO : Epoch 668 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 2917.86 ms [2020-12-23 17:02:14 main:581] : INFO : Epoch 669 | loss: 0.031153 | val_loss: 0.0311662 | Time: 2899.79 ms [2020-12-23 17:02:17 main:581] : INFO : Epoch 670 | loss: 0.0311525 | val_loss: 0.0311668 | Time: 2913.65 ms [2020-12-23 17:02:19 main:581] : INFO : Epoch 671 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 2925.17 ms [2020-12-23 17:02:22 main:581] : INFO : Epoch 672 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 2942.69 ms [2020-12-23 17:02:25 main:581] : INFO : Epoch 673 | loss: 0.0311526 | val_loss: 0.0311685 | Time: 2925.11 ms [2020-12-23 17:02:28 main:581] : INFO : Epoch 674 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 2923.35 ms [2020-12-23 17:02:31 main:581] : INFO : Epoch 675 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 2920.72 ms [2020-12-23 17:02:34 main:581] : INFO : Epoch 676 | loss: 0.0311512 | val_loss: 0.031167 | Time: 2915.48 ms [2020-12-23 17:02:37 main:581] : INFO : Epoch 677 | loss: 0.0311501 | val_loss: 0.0311655 | Time: 2919.3 ms [2020-12-23 17:02:40 main:581] : INFO : Epoch 678 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 2844.34 ms [2020-12-23 17:02:43 main:581] : INFO : Epoch 679 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2902.32 ms [2020-12-23 17:02:46 main:581] : INFO : Epoch 680 | loss: 0.031151 | val_loss: 0.0311674 | Time: 2917.98 ms [2020-12-23 17:02:49 main:581] : INFO : Epoch 681 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 2923.16 ms [2020-12-23 17:02:52 main:581] : INFO : Epoch 682 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 2931.81 ms [2020-12-23 17:02:54 main:581] : INFO : Epoch 683 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 2917.31 ms [2020-12-23 17:02:57 main:581] : INFO : Epoch 684 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 2924.75 ms [2020-12-23 17:03:00 main:581] : INFO : Epoch 685 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 2934.08 ms [2020-12-23 17:03:03 main:581] : INFO : Epoch 686 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2916.67 ms [2020-12-23 17:03:06 main:581] : INFO : Epoch 687 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 2920.52 ms [2020-12-23 17:03:09 main:581] : INFO : Epoch 688 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 2915.22 ms [2020-12-23 17:03:12 main:581] : INFO : Epoch 689 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 2918.44 ms [2020-12-23 17:03:15 main:581] : INFO : Epoch 690 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 2928.26 ms [2020-12-23 17:03:18 main:581] : INFO : Epoch 691 | loss: 0.0311493 | val_loss: 0.0311691 | Time: 2920.67 ms [2020-12-23 17:03:21 main:581] : INFO : Epoch 692 | loss: 0.0311484 | val_loss: 0.0311678 | Time: 2933.56 ms [2020-12-23 17:03:24 main:581] : INFO : Epoch 693 | loss: 0.0311482 | val_loss: 0.0311698 | Time: 2927.68 ms [2020-12-23 17:03:27 main:581] : INFO : Epoch 694 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 2922.54 ms [2020-12-23 17:03:30 main:581] : INFO : Epoch 695 | loss: 0.0311481 | val_loss: 0.0311642 | Time: 2919.85 ms [2020-12-23 17:03:32 main:581] : INFO : Epoch 696 | loss: 0.0311491 | val_loss: 0.0311681 | Time: 2918.1 ms [2020-12-23 17:03:35 main:581] : INFO : Epoch 697 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 2901.57 ms [2020-12-23 17:03:38 main:581] : INFO : Epoch 698 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 2911.11 ms [2020-12-23 17:03:41 main:581] : INFO : Epoch 699 | loss: 0.0311515 | val_loss: 0.0311779 | Time: 2915.63 ms [2020-12-23 17:03:44 main:581] : INFO : Epoch 700 | loss: 0.031151 | val_loss: 0.0311703 | Time: 2892.6 ms [2020-12-23 17:03:47 main:581] : INFO : Epoch 701 | loss: 0.0311482 | val_loss: 0.0311679 | Time: 2893.35 ms [2020-12-23 17:03:50 main:581] : INFO : Epoch 702 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 2920.8 ms [2020-12-23 17:03:53 main:581] : INFO : Epoch 703 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 2931.06 ms [2020-12-23 17:03:56 main:581] : INFO : Epoch 704 | loss: 0.0311479 | val_loss: 0.0311678 | Time: 2912.81 ms [2020-12-23 17:03:59 main:581] : INFO : Epoch 705 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 2925.88 ms [2020-12-23 17:04:02 main:581] : INFO : Epoch 706 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 2936.75 ms [2020-12-23 17:04:05 main:581] : INFO : Epoch 707 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 2928.76 ms [2020-12-23 17:04:07 main:581] : INFO : Epoch 708 | loss: 0.0311507 | val_loss: 0.0311695 | Time: 2927.07 ms [2020-12-23 17:04:10 main:581] : INFO : Epoch 709 | loss: 0.0311515 | val_loss: 0.0311665 | Time: 2923.25 ms [2020-12-23 17:04:13 main:581] : INFO : Epoch 710 | loss: 0.0311507 | val_loss: 0.0311682 | Time: 2927.11 ms [2020-12-23 17:04:16 main:581] : INFO : Epoch 711 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 2904.75 ms [2020-12-23 17:04:19 main:581] : INFO : Epoch 712 | loss: 0.031149 | val_loss: 0.0311685 | Time: 2903.95 ms [2020-12-23 17:04:22 main:581] : INFO : Epoch 713 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 2941.93 ms [2020-12-23 17:04:25 main:581] : INFO : Epoch 714 | loss: 0.031152 | val_loss: 0.0311646 | Time: 2916.3 ms [2020-12-23 17:04:28 main:581] : INFO : Epoch 715 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 2932.16 ms [2020-12-23 17:04:31 main:581] : INFO : Epoch 716 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2920.77 ms [2020-12-23 17:04:34 main:581] : INFO : Epoch 717 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 2911.45 ms [2020-12-23 17:04:37 main:581] : INFO : Epoch 718 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 2891.03 ms [2020-12-23 17:04:40 main:581] : INFO : Epoch 719 | loss: 0.0311477 | val_loss: 0.031167 | Time: 2897.07 ms [2020-12-23 17:04:42 main:581] : INFO : Epoch 720 | loss: 0.0311467 | val_loss: 0.0311697 | Time: 2924.55 ms [2020-12-23 17:04:45 main:581] : INFO : Epoch 721 | loss: 0.0311481 | val_loss: 0.0311719 | Time: 2925.89 ms [2020-12-23 17:04:48 main:581] : INFO : Epoch 722 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 2926.04 ms [2020-12-23 17:04:51 main:581] : INFO : Epoch 723 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 2945.78 ms [2020-12-23 17:04:54 main:581] : INFO : Epoch 724 | loss: 0.031146 | val_loss: 0.0311666 | Time: 2924.39 ms [2020-12-23 17:04:57 main:581] : INFO : Epoch 725 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 2917.2 ms [2020-12-23 17:05:00 main:581] : INFO : Epoch 726 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 2945.44 ms [2020-12-23 17:05:03 main:581] : INFO : Epoch 727 | loss: 0.0311468 | val_loss: 0.031172 | Time: 2915.87 ms [2020-12-23 17:05:06 main:581] : INFO : Epoch 728 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 2913.85 ms [2020-12-23 17:05:09 main:581] : INFO : Epoch 729 | loss: 0.031146 | val_loss: 0.0311684 | Time: 2918.32 ms [2020-12-23 17:05:12 main:581] : INFO : Epoch 730 | loss: 0.0311475 | val_loss: 0.0311738 | Time: 2905.82 ms [2020-12-23 17:05:15 main:581] : INFO : Epoch 731 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 2913.51 ms [2020-12-23 17:05:18 main:581] : INFO : Epoch 732 | loss: 0.0311481 | val_loss: 0.0311708 | Time: 2908.76 ms [2020-12-23 17:05:20 main:581] : INFO : Epoch 733 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 2924.93 ms [2020-12-23 17:05:23 main:581] : INFO : Epoch 734 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2901.36 ms [2020-12-23 17:05:26 main:581] : INFO : Epoch 735 | loss: 0.031146 | val_loss: 0.0311699 | Time: 2893.91 ms [2020-12-23 17:05:29 main:581] : INFO : Epoch 736 | loss: 0.0311465 | val_loss: 0.0311716 | Time: 2895.42 ms [2020-12-23 17:05:32 main:581] : INFO : Epoch 737 | loss: 0.0311446 | val_loss: 0.0311695 | Time: 2900.81 ms [2020-12-23 17:05:35 main:581] : INFO : Epoch 738 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 2904.95 ms [2020-12-23 17:05:38 main:581] : INFO : Epoch 739 | loss: 0.0311452 | val_loss: 0.0311684 | Time: 2889.77 ms [2020-12-23 17:05:41 main:581] : INFO : Epoch 740 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 2896.06 ms [2020-12-23 17:05:44 main:581] : INFO : Epoch 741 | loss: 0.0311455 | val_loss: 0.0311704 | Time: 2913.14 ms [2020-12-23 17:05:47 main:581] : INFO : Epoch 742 | loss: 0.031143 | val_loss: 0.0311694 | Time: 2900.63 ms [2020-12-23 17:05:50 main:581] : INFO : Epoch 743 | loss: 0.0311434 | val_loss: 0.0311693 | Time: 2918.46 ms [2020-12-23 17:05:52 main:581] : INFO : Epoch 744 | loss: 0.0311463 | val_loss: 0.0311703 | Time: 2934.85 ms [2020-12-23 17:05:55 main:581] : INFO : Epoch 745 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 2911.4 ms [2020-12-23 17:05:58 main:581] : INFO : Epoch 746 | loss: 0.0311438 | val_loss: 0.0311689 | Time: 2913.13 ms [2020-12-23 17:06:01 main:581] : INFO : Epoch 747 | loss: 0.0311434 | val_loss: 0.0311713 | Time: 2948.46 ms [2020-12-23 17:06:04 main:581] : INFO : Epoch 748 | loss: 0.0311441 | val_loss: 0.0311653 | Time: 2926.32 ms [2020-12-23 17:06:07 main:581] : INFO : Epoch 749 | loss: 0.0311458 | val_loss: 0.0311715 | Time: 2917.03 ms [2020-12-23 17:06:10 main:581] : INFO : Epoch 750 | loss: 0.031145 | val_loss: 0.0311692 | Time: 2918.46 ms [2020-12-23 17:06:13 main:581] : INFO : Epoch 751 | loss: 0.0311455 | val_loss: 0.031171 | Time: 2887.96 ms [2020-12-23 17:06:16 main:581] : INFO : Epoch 752 | loss: 0.0311448 | val_loss: 0.0311711 | Time: 2905.55 ms [2020-12-23 17:06:19 main:581] : INFO : Epoch 753 | loss: 0.031143 | val_loss: 0.0311695 | Time: 2919.2 ms [2020-12-23 17:06:22 main:581] : INFO : Epoch 754 | loss: 0.0311446 | val_loss: 0.0311676 | Time: 2928.61 ms [2020-12-23 17:06:24 main:581] : INFO : Epoch 755 | loss: 0.0311427 | val_loss: 0.031169 | Time: 2854.2 ms [2020-12-23 17:06:27 main:581] : INFO : Epoch 756 | loss: 0.0311428 | val_loss: 0.0311708 | Time: 2915.27 ms [2020-12-23 17:06:30 main:581] : INFO : Epoch 757 | loss: 0.0311522 | val_loss: 0.0311716 | Time: 2910.05 ms [2020-12-23 17:06:33 main:581] : INFO : Epoch 758 | loss: 0.0311551 | val_loss: 0.0311709 | Time: 2918.25 ms [2020-12-23 17:06:36 main:581] : INFO : Epoch 759 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 2918.27 ms [2020-12-23 17:06:39 main:581] : INFO : Epoch 760 | loss: 0.0311488 | val_loss: 0.0311663 | Time: 2917.5 ms [2020-12-23 17:06:42 main:581] : INFO : Epoch 761 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 2920.83 ms [2020-12-23 17:06:45 main:581] : INFO : Epoch 762 | loss: 0.0311494 | val_loss: 0.0311707 | Time: 2915.33 ms [2020-12-23 17:06:48 main:581] : INFO : Epoch 763 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 2906.67 ms [2020-12-23 17:06:51 main:581] : INFO : Epoch 764 | loss: 0.031148 | val_loss: 0.0311699 | Time: 2922.27 ms [2020-12-23 17:06:54 main:581] : INFO : Epoch 765 | loss: 0.0311469 | val_loss: 0.031171 | Time: 2913.33 ms [2020-12-23 17:06:57 main:581] : INFO : Epoch 766 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 2915.92 ms [2020-12-23 17:06:59 main:581] : INFO : Epoch 767 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 2915.66 ms [2020-12-23 17:07:02 main:581] : INFO : Epoch 768 | loss: 0.0311477 | val_loss: 0.0311691 | Time: 2921.46 ms [2020-12-23 17:07:05 main:581] : INFO : Epoch 769 | loss: 0.0311479 | val_loss: 0.0311725 | Time: 2910 ms [2020-12-23 17:07:08 main:581] : INFO : Epoch 770 | loss: 0.0311468 | val_loss: 0.031168 | Time: 2903.06 ms [2020-12-23 17:07:11 main:581] : INFO : Epoch 771 | loss: 0.0311463 | val_loss: 0.0311715 | Time: 2912.43 ms [2020-12-23 17:07:14 main:581] : INFO : Epoch 772 | loss: 0.0311456 | val_loss: 0.0311696 | Time: 2923.25 ms [2020-12-23 17:07:17 main:581] : INFO : Epoch 773 | loss: 0.0311453 | val_loss: 0.0311722 | Time: 2921.15 ms [2020-12-23 17:07:20 main:581] : INFO : Epoch 774 | loss: 0.0311454 | val_loss: 0.0311718 | Time: 2913.03 ms [2020-12-23 17:07:23 main:581] : INFO : Epoch 775 | loss: 0.0311444 | val_loss: 0.0311711 | Time: 2919.25 ms [2020-12-23 17:07:26 main:581] : INFO : Epoch 776 | loss: 0.0311442 | val_loss: 0.0311721 | Time: 2918.87 ms [2020-12-23 17:07:29 main:581] : INFO : Epoch 777 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 2920.08 ms [2020-12-23 17:07:32 main:581] : INFO : Epoch 778 | loss: 0.0311434 | val_loss: 0.0311738 | Time: 2912.5 ms [2020-12-23 17:07:34 main:581] : INFO : Epoch 779 | loss: 0.0311432 | val_loss: 0.0311701 | Time: 2905.82 ms [2020-12-23 17:07:37 main:581] : INFO : Epoch 780 | loss: 0.0311432 | val_loss: 0.0311712 | Time: 2909.38 ms [2020-12-23 17:07:40 main:581] : INFO : Epoch 781 | loss: 0.0311463 | val_loss: 0.0311746 | Time: 2913.74 ms [2020-12-23 17:07:43 main:581] : INFO : Epoch 782 | loss: 0.0311447 | val_loss: 0.031172 | Time: 2925.76 ms [2020-12-23 17:07:46 main:581] : INFO : Epoch 783 | loss: 0.0311437 | val_loss: 0.0311805 | Time: 2908.61 ms [2020-12-23 17:07:49 main:581] : INFO : Epoch 784 | loss: 0.0311435 | val_loss: 0.0311746 | Time: 2918.99 ms [2020-12-23 17:07:52 main:581] : INFO : Epoch 785 | loss: 0.0311416 | val_loss: 0.0311699 | Time: 2947.22 ms [2020-12-23 17:07:55 main:581] : INFO : Epoch 786 | loss: 0.0311434 | val_loss: 0.0311759 | Time: 2918.18 ms [2020-12-23 17:07:58 main:581] : INFO : Epoch 787 | loss: 0.0311434 | val_loss: 0.0311715 | Time: 2912.43 ms [2020-12-23 17:08:01 main:581] : INFO : Epoch 788 | loss: 0.0311436 | val_loss: 0.0311755 | Time: 2932.38 ms [2020-12-23 17:08:04 main:581] : INFO : Epoch 789 | loss: 0.0311462 | val_loss: 0.0311746 | Time: 2932 ms [2020-12-23 17:08:07 main:581] : INFO : Epoch 790 | loss: 0.0311448 | val_loss: 0.0311709 | Time: 2918.11 ms [2020-12-23 17:08:10 main:581] : INFO : Epoch 791 | loss: 0.0311438 | val_loss: 0.0311689 | Time: 2925.34 ms [2020-12-23 17:08:12 main:581] : INFO : Epoch 792 | loss: 0.0311434 | val_loss: 0.0311706 | Time: 2925.01 ms [2020-12-23 17:08:15 main:581] : INFO : Epoch 793 | loss: 0.0311464 | val_loss: 0.0311693 | Time: 2921.41 ms [2020-12-23 17:08:18 main:581] : INFO : Epoch 794 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 2917.88 ms [2020-12-23 17:08:21 main:581] : INFO : Epoch 795 | loss: 0.0311444 | val_loss: 0.0311699 | Time: 2917.65 ms [2020-12-23 17:08:24 main:581] : INFO : Epoch 796 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 2923.66 ms [2020-12-23 17:08:27 main:581] : INFO : Epoch 797 | loss: 0.0311445 | val_loss: 0.031179 | Time: 2902.74 ms [2020-12-23 17:08:30 main:581] : INFO : Epoch 798 | loss: 0.0311471 | val_loss: 0.0311727 | Time: 2884.66 ms [2020-12-23 17:08:33 main:581] : INFO : Epoch 799 | loss: 0.0311459 | val_loss: 0.0311747 | Time: 2925.73 ms [2020-12-23 17:08:36 main:581] : INFO : Epoch 800 | loss: 0.0311428 | val_loss: 0.0311719 | Time: 2921.3 ms [2020-12-23 17:08:39 main:581] : INFO : Epoch 801 | loss: 0.031143 | val_loss: 0.0311709 | Time: 2916.59 ms [2020-12-23 17:08:42 main:581] : INFO : Epoch 802 | loss: 0.031144 | val_loss: 0.0311719 | Time: 2893.94 ms [2020-12-23 17:08:44 main:581] : INFO : Epoch 803 | loss: 0.0311436 | val_loss: 0.0311722 | Time: 2871.14 ms [2020-12-23 17:08:47 main:581] : INFO : Epoch 804 | loss: 0.0311436 | val_loss: 0.0311718 | Time: 2905.91 ms [2020-12-23 17:08:50 main:581] : INFO : Epoch 805 | loss: 0.0311434 | val_loss: 0.0311716 | Time: 2922.58 ms [2020-12-23 17:08:53 main:581] : INFO : Epoch 806 | loss: 0.0311426 | val_loss: 0.0311757 | Time: 2940.77 ms [2020-12-23 17:08:56 main:581] : INFO : Epoch 807 | loss: 0.0311426 | val_loss: 0.0311775 | Time: 2925.17 ms [2020-12-23 17:08:59 main:581] : INFO : Epoch 808 | loss: 0.0311444 | val_loss: 0.0311737 | Time: 2913.59 ms [2020-12-23 17:09:02 main:581] : INFO : Epoch 809 | loss: 0.0311439 | val_loss: 0.0311723 | Time: 2951.02 ms [2020-12-23 17:09:05 main:581] : INFO : Epoch 810 | loss: 0.0311423 | val_loss: 0.0311746 | Time: 2912.62 ms [2020-12-23 17:09:08 main:581] : INFO : Epoch 811 | loss: 0.0311437 | val_loss: 0.0311729 | Time: 2825.64 ms [2020-12-23 17:09:11 main:581] : INFO : Epoch 812 | loss: 0.0311418 | val_loss: 0.0311749 | Time: 2878.49 ms [2020-12-23 17:09:14 main:581] : INFO : Epoch 813 | loss: 0.0311456 | val_loss: 0.0311818 | Time: 2894.41 ms [2020-12-23 17:09:16 main:581] : INFO : Epoch 814 | loss: 0.0311447 | val_loss: 0.0311774 | Time: 2925.69 ms [2020-12-23 17:09:19 main:581] : INFO : Epoch 815 | loss: 0.0311439 | val_loss: 0.0311734 | Time: 2902.47 ms [2020-12-23 17:09:22 main:581] : INFO : Epoch 816 | loss: 0.0311431 | val_loss: 0.0311759 | Time: 2936.55 ms [2020-12-23 17:09:25 main:581] : INFO : Epoch 817 | loss: 0.0311446 | val_loss: 0.0311766 | Time: 2908.96 ms [2020-12-23 17:09:28 main:581] : INFO : Epoch 818 | loss: 0.0311453 | val_loss: 0.0311767 | Time: 2914.57 ms [2020-12-23 17:09:31 main:581] : INFO : Epoch 819 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 2925.3 ms [2020-12-23 17:09:34 main:581] : INFO : Epoch 820 | loss: 0.031143 | val_loss: 0.0311771 | Time: 2911.68 ms [2020-12-23 17:09:37 main:581] : INFO : Epoch 821 | loss: 0.0311485 | val_loss: 0.0311721 | Time: 2912.5 ms [2020-12-23 17:09:40 main:581] : INFO : Epoch 822 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 2907.61 ms [2020-12-23 17:09:43 main:581] : INFO : Epoch 823 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 2902.96 ms [2020-12-23 17:09:46 main:581] : INFO : Epoch 824 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 2920.96 ms [2020-12-23 17:09:49 main:581] : INFO : Epoch 825 | loss: 0.0311497 | val_loss: 0.0311713 | Time: 2913.97 ms [2020-12-23 17:09:51 main:581] : INFO : Epoch 826 | loss: 0.0311487 | val_loss: 0.0311691 | Time: 2942.33 ms [2020-12-23 17:09:54 main:581] : INFO : Epoch 827 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 2911.27 ms [2020-12-23 17:09:57 main:581] : INFO : Epoch 828 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 2921.57 ms [2020-12-23 17:10:00 main:581] : INFO : Epoch 829 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 2929.53 ms [2020-12-23 17:10:03 main:581] : INFO : Epoch 830 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 2915.07 ms [2020-12-23 17:10:06 main:581] : INFO : Epoch 831 | loss: 0.0311493 | val_loss: 0.0311678 | Time: 2911.92 ms [2020-12-23 17:10:09 main:581] : INFO : Epoch 832 | loss: 0.0311515 | val_loss: 0.0311695 | Time: 2917.03 ms [2020-12-23 17:10:12 main:581] : INFO : Epoch 833 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2912.8 ms [2020-12-23 17:10:15 main:581] : INFO : Epoch 834 | loss: 0.0311494 | val_loss: 0.0311728 | Time: 2917.01 ms [2020-12-23 17:10:18 main:581] : INFO : Epoch 835 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 2920.65 ms [2020-12-23 17:10:21 main:581] : INFO : Epoch 836 | loss: 0.0311469 | val_loss: 0.0311733 | Time: 2914.14 ms [2020-12-23 17:10:24 main:581] : INFO : Epoch 837 | loss: 0.0311482 | val_loss: 0.0311725 | Time: 2920.52 ms [2020-12-23 17:10:26 main:581] : INFO : Epoch 838 | loss: 0.0311457 | val_loss: 0.031172 | Time: 2906.65 ms [2020-12-23 17:10:29 main:581] : INFO : Epoch 839 | loss: 0.0311428 | val_loss: 0.031173 | Time: 2914.21 ms [2020-12-23 17:10:32 main:581] : INFO : Epoch 840 | loss: 0.0311426 | val_loss: 0.0311775 | Time: 2901.13 ms [2020-12-23 17:10:35 main:581] : INFO : Epoch 841 | loss: 0.0311465 | val_loss: 0.0311744 | Time: 2916.39 ms [2020-12-23 17:10:38 main:581] : INFO : Epoch 842 | loss: 0.0311452 | val_loss: 0.031182 | Time: 2919.27 ms [2020-12-23 17:10:41 main:581] : INFO : Epoch 843 | loss: 0.0311469 | val_loss: 0.0311725 | Time: 2924.64 ms [2020-12-23 17:10:44 main:581] : INFO : Epoch 844 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 2927.29 ms [2020-12-23 17:10:47 main:581] : INFO : Epoch 845 | loss: 0.0311449 | val_loss: 0.0311775 | Time: 2913.9 ms [2020-12-23 17:10:50 main:581] : INFO : Epoch 846 | loss: 0.0311427 | val_loss: 0.0311771 | Time: 2925.56 ms [2020-12-23 17:10:53 main:581] : INFO : Epoch 847 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 2947.53 ms [2020-12-23 17:10:56 main:581] : INFO : Epoch 848 | loss: 0.0311399 | val_loss: 0.0311711 | Time: 2925.9 ms [2020-12-23 17:10:59 main:581] : INFO : Epoch 849 | loss: 0.0311402 | val_loss: 0.031174 | Time: 2919.92 ms [2020-12-23 17:11:02 main:581] : INFO : Epoch 850 | loss: 0.0311406 | val_loss: 0.0311762 | Time: 2942.47 ms [2020-12-23 17:11:04 main:581] : INFO : Epoch 851 | loss: 0.0311415 | val_loss: 0.0311749 | Time: 2913.21 ms [2020-12-23 17:11:07 main:581] : INFO : Epoch 852 | loss: 0.0311412 | val_loss: 0.0311754 | Time: 2928.52 ms [2020-12-23 17:11:10 main:581] : INFO : Epoch 853 | loss: 0.031145 | val_loss: 0.0311782 | Time: 2924.03 ms [2020-12-23 17:11:13 main:581] : INFO : Epoch 854 | loss: 0.0311459 | val_loss: 0.0311744 | Time: 2924.92 ms [2020-12-23 17:11:16 main:581] : INFO : Epoch 855 | loss: 0.0311418 | val_loss: 0.0311742 | Time: 2927.55 ms [2020-12-23 17:11:19 main:581] : INFO : Epoch 856 | loss: 0.0311413 | val_loss: 0.031173 | Time: 2920.67 ms [2020-12-23 17:11:22 main:581] : INFO : Epoch 857 | loss: 0.0311412 | val_loss: 0.0311715 | Time: 2938.59 ms [2020-12-23 17:11:25 main:581] : INFO : Epoch 858 | loss: 0.0311413 | val_loss: 0.0311734 | Time: 2921.59 ms [2020-12-23 17:11:28 main:581] : INFO : Epoch 859 | loss: 0.0311386 | val_loss: 0.0311721 | Time: 2917.36 ms [2020-12-23 17:11:31 main:581] : INFO : Epoch 860 | loss: 0.0311389 | val_loss: 0.0311719 | Time: 2921.84 ms [2020-12-23 17:11:34 main:581] : INFO : Epoch 861 | loss: 0.0311404 | val_loss: 0.0311754 | Time: 2919.05 ms [2020-12-23 17:11:37 main:581] : INFO : Epoch 862 | loss: 0.0311405 | val_loss: 0.031172 | Time: 2921.8 ms [2020-12-23 17:11:40 main:581] : INFO : Epoch 863 | loss: 0.031139 | val_loss: 0.0311714 | Time: 2915.48 ms [2020-12-23 17:11:42 main:581] : INFO : Epoch 864 | loss: 0.0311415 | val_loss: 0.0311737 | Time: 2912.9 ms [2020-12-23 17:11:45 main:581] : INFO : Epoch 865 | loss: 0.0311442 | val_loss: 0.03117 | Time: 2907.87 ms [2020-12-23 17:11:48 main:581] : INFO : Epoch 866 | loss: 0.0311422 | val_loss: 0.0311753 | Time: 2919.73 ms [2020-12-23 17:11:51 main:581] : INFO : Epoch 867 | loss: 0.0311435 | val_loss: 0.0311749 | Time: 2935.61 ms [2020-12-23 17:11:54 main:581] : INFO : Epoch 868 | loss: 0.0311387 | val_loss: 0.0311719 | Time: 2920.03 ms [2020-12-23 17:11:57 main:581] : INFO : Epoch 869 | loss: 0.0311386 | val_loss: 0.0311746 | Time: 2919.3 ms [2020-12-23 17:12:00 main:581] : INFO : Epoch 870 | loss: 0.031137 | val_loss: 0.0311718 | Time: 2938.17 ms [2020-12-23 17:12:03 main:581] : INFO : Epoch 871 | loss: 0.0311397 | val_loss: 0.0311732 | Time: 2923.92 ms [2020-12-23 17:12:06 main:581] : INFO : Epoch 872 | loss: 0.0311422 | val_loss: 0.0311823 | Time: 2922.97 ms [2020-12-23 17:12:09 main:581] : INFO : Epoch 873 | loss: 0.0311408 | val_loss: 0.031173 | Time: 2922.15 ms [2020-12-23 17:12:12 main:581] : INFO : Epoch 874 | loss: 0.031138 | val_loss: 0.0311713 | Time: 2910.47 ms [2020-12-23 17:12:15 main:581] : INFO : Epoch 875 | loss: 0.0311379 | val_loss: 0.0311714 | Time: 2915.76 ms [2020-12-23 17:12:18 main:581] : INFO : Epoch 876 | loss: 0.0311387 | val_loss: 0.0311758 | Time: 2908.2 ms [2020-12-23 17:12:20 main:581] : INFO : Epoch 877 | loss: 0.0311371 | val_loss: 0.0311697 | Time: 2913.32 ms [2020-12-23 17:12:23 main:581] : INFO : Epoch 878 | loss: 0.0311399 | val_loss: 0.0311783 | Time: 2938.39 ms [2020-12-23 17:12:26 main:581] : INFO : Epoch 879 | loss: 0.0311373 | val_loss: 0.0311758 | Time: 2918.39 ms [2020-12-23 17:12:29 main:581] : INFO : Epoch 880 | loss: 0.0311368 | val_loss: 0.0311726 | Time: 2914.66 ms [2020-12-23 17:12:32 main:581] : INFO : Epoch 881 | loss: 0.0311373 | val_loss: 0.0311733 | Time: 2913.58 ms [2020-12-23 17:12:35 main:581] : INFO : Epoch 882 | loss: 0.0311369 | val_loss: 0.0311763 | Time: 2915.85 ms [2020-12-23 17:12:38 main:581] : INFO : Epoch 883 | loss: 0.0311377 | val_loss: 0.0311686 | Time: 2922.02 ms [2020-12-23 17:12:41 main:581] : INFO : Epoch 884 | loss: 0.0311366 | val_loss: 0.0311772 | Time: 2911.6 ms [2020-12-23 17:12:44 main:581] : INFO : Epoch 885 | loss: 0.0311363 | val_loss: 0.0311782 | Time: 2917.91 ms [2020-12-23 17:12:47 main:581] : INFO : Epoch 886 | loss: 0.0311372 | val_loss: 0.0311751 | Time: 2916.23 ms [2020-12-23 17:12:50 main:581] : INFO : Epoch 887 | loss: 0.0311366 | val_loss: 0.0311763 | Time: 2914.86 ms [2020-12-23 17:12:53 main:581] : INFO : Epoch 888 | loss: 0.0311372 | val_loss: 0.0311752 | Time: 2942.86 ms [2020-12-23 17:12:55 main:581] : INFO : Epoch 889 | loss: 0.0311384 | val_loss: 0.031175 | Time: 2914.59 ms [2020-12-23 17:12:58 main:581] : INFO : Epoch 890 | loss: 0.0311351 | val_loss: 0.0311836 | Time: 2918.57 ms [2020-12-23 17:13:01 main:581] : INFO : Epoch 891 | loss: 0.0311391 | val_loss: 0.031172 | Time: 2939.59 ms [2020-12-23 17:13:04 main:581] : INFO : Epoch 892 | loss: 0.0311402 | val_loss: 0.0311757 | Time: 2917.5 ms [2020-12-23 17:13:07 main:581] : INFO : Epoch 893 | loss: 0.0311407 | val_loss: 0.0311767 | Time: 2918.14 ms [2020-12-23 17:13:10 main:581] : INFO : Epoch 894 | loss: 0.0311392 | val_loss: 0.0311689 | Time: 2907.34 ms [2020-12-23 17:13:13 main:581] : INFO : Epoch 895 | loss: 0.0311358 | val_loss: 0.0311751 | Time: 2914 ms [2020-12-23 17:13:16 main:581] : INFO : Epoch 896 | loss: 0.0311353 | val_loss: 0.031176 | Time: 2920.12 ms [2020-12-23 17:13:19 main:581] : INFO : Epoch 897 | loss: 0.0311355 | val_loss: 0.0311782 | Time: 2922.65 ms [2020-12-23 17:13:22 main:581] : INFO : Epoch 898 | loss: 0.0311353 | val_loss: 0.0311791 | Time: 2945.67 ms [2020-12-23 17:13:25 main:581] : INFO : Epoch 899 | loss: 0.0311469 | val_loss: 0.0311726 | Time: 2927.32 ms [2020-12-23 17:13:28 main:581] : INFO : Epoch 900 | loss: 0.0311466 | val_loss: 0.031172 | Time: 2916.45 ms [2020-12-23 17:13:31 main:581] : INFO : Epoch 901 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 2919.51 ms [2020-12-23 17:13:33 main:581] : INFO : Epoch 902 | loss: 0.0311432 | val_loss: 0.0311847 | Time: 2922.39 ms [2020-12-23 17:13:36 main:581] : INFO : Epoch 903 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 2914.98 ms [2020-12-23 17:13:39 main:581] : INFO : Epoch 904 | loss: 0.0311397 | val_loss: 0.0311743 | Time: 2909.6 ms [2020-12-23 17:13:42 main:581] : INFO : Epoch 905 | loss: 0.0311467 | val_loss: 0.031182 | Time: 2908.83 ms [2020-12-23 17:13:45 main:581] : INFO : Epoch 906 | loss: 0.0311427 | val_loss: 0.0311748 | Time: 2922.2 ms [2020-12-23 17:13:48 main:581] : INFO : Epoch 907 | loss: 0.0311457 | val_loss: 0.0311755 | Time: 2918.73 ms [2020-12-23 17:13:51 main:581] : INFO : Epoch 908 | loss: 0.0311428 | val_loss: 0.0311835 | Time: 2936.45 ms [2020-12-23 17:13:54 main:581] : INFO : Epoch 909 | loss: 0.031143 | val_loss: 0.031172 | Time: 2911.21 ms [2020-12-23 17:13:57 main:581] : INFO : Epoch 910 | loss: 0.0311426 | val_loss: 0.0311746 | Time: 2908.2 ms [2020-12-23 17:14:00 main:581] : INFO : Epoch 911 | loss: 0.0311439 | val_loss: 0.0311715 | Time: 2927.35 ms [2020-12-23 17:14:03 main:581] : INFO : Epoch 912 | loss: 0.0311443 | val_loss: 0.0311711 | Time: 2917.38 ms [2020-12-23 17:14:06 main:581] : INFO : Epoch 913 | loss: 0.0311437 | val_loss: 0.0311738 | Time: 2914.63 ms [2020-12-23 17:14:08 main:581] : INFO : Epoch 914 | loss: 0.0311426 | val_loss: 0.0311698 | Time: 2906.09 ms [2020-12-23 17:14:11 main:581] : INFO : Epoch 915 | loss: 0.0311428 | val_loss: 0.0311704 | Time: 2879.22 ms [2020-12-23 17:14:14 main:581] : INFO : Epoch 916 | loss: 0.0311408 | val_loss: 0.0311727 | Time: 2881.98 ms [2020-12-23 17:14:17 main:581] : INFO : Epoch 917 | loss: 0.03114 | val_loss: 0.0311713 | Time: 2900.28 ms [2020-12-23 17:14:20 main:581] : INFO : Epoch 918 | loss: 0.0311421 | val_loss: 0.0311731 | Time: 2913.84 ms [2020-12-23 17:14:23 main:581] : INFO : Epoch 919 | loss: 0.0311445 | val_loss: 0.031171 | Time: 2933.72 ms [2020-12-23 17:14:26 main:581] : INFO : Epoch 920 | loss: 0.0311411 | val_loss: 0.0311701 | Time: 2906.52 ms [2020-12-23 17:14:29 main:581] : INFO : Epoch 921 | loss: 0.03114 | val_loss: 0.0311722 | Time: 2911.58 ms [2020-12-23 17:14:32 main:581] : INFO : Epoch 922 | loss: 0.0311396 | val_loss: 0.0311708 | Time: 2913.45 ms [2020-12-23 17:14:35 main:581] : INFO : Epoch 923 | loss: 0.0311402 | val_loss: 0.0311695 | Time: 2913.9 ms [2020-12-23 17:14:38 main:581] : INFO : Epoch 924 | loss: 0.0311392 | val_loss: 0.0311708 | Time: 2913.66 ms [2020-12-23 17:14:40 main:581] : INFO : Epoch 925 | loss: 0.0311375 | val_loss: 0.0311739 | Time: 2926.88 ms [2020-12-23 17:14:43 main:581] : INFO : Epoch 926 | loss: 0.0311371 | val_loss: 0.0311694 | Time: 2924.04 ms [2020-12-23 17:14:46 main:581] : INFO : Epoch 927 | loss: 0.0311359 | val_loss: 0.031174 | Time: 2913.69 ms [2020-12-23 17:14:49 main:581] : INFO : Epoch 928 | loss: 0.0311359 | val_loss: 0.0311777 | Time: 2915.65 ms [2020-12-23 17:14:52 main:581] : INFO : Epoch 929 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 2938.71 ms [2020-12-23 17:14:55 main:581] : INFO : Epoch 930 | loss: 0.0311384 | val_loss: 0.0311711 | Time: 2919.95 ms [2020-12-23 17:14:58 main:581] : INFO : Epoch 931 | loss: 0.031139 | val_loss: 0.0311741 | Time: 2914.97 ms [2020-12-23 17:15:01 main:581] : INFO : Epoch 932 | loss: 0.0311397 | val_loss: 0.0311781 | Time: 2931.05 ms [2020-12-23 17:15:04 main:581] : INFO : Epoch 933 | loss: 0.0311411 | val_loss: 0.0311716 | Time: 2911.51 ms [2020-12-23 17:15:07 main:581] : INFO : Epoch 934 | loss: 0.0311395 | val_loss: 0.0311794 | Time: 2914.49 ms [2020-12-23 17:15:10 main:581] : INFO : Epoch 935 | loss: 0.0311391 | val_loss: 0.0311735 | Time: 2917.1 ms [2020-12-23 17:15:13 main:581] : INFO : Epoch 936 | loss: 0.0311443 | val_loss: 0.0311741 | Time: 2905.82 ms [2020-12-23 17:15:16 main:581] : INFO : Epoch 937 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 2915.34 ms [2020-12-23 17:15:18 main:581] : INFO : Epoch 938 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2910.84 ms [2020-12-23 17:15:21 main:581] : INFO : Epoch 939 | loss: 0.0311549 | val_loss: 0.0311737 | Time: 2948.16 ms [2020-12-23 17:15:24 main:581] : INFO : Epoch 940 | loss: 0.031152 | val_loss: 0.0311699 | Time: 2920.93 ms [2020-12-23 17:15:27 main:581] : INFO : Epoch 941 | loss: 0.0311474 | val_loss: 0.0311687 | Time: 2927.41 ms [2020-12-23 17:15:30 main:581] : INFO : Epoch 942 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 2922.02 ms [2020-12-23 17:15:33 main:581] : INFO : Epoch 943 | loss: 0.0311457 | val_loss: 0.031169 | Time: 2909.13 ms [2020-12-23 17:15:36 main:581] : INFO : Epoch 944 | loss: 0.0311444 | val_loss: 0.0311721 | Time: 2921.73 ms [2020-12-23 17:15:39 main:581] : INFO : Epoch 945 | loss: 0.0311445 | val_loss: 0.031174 | Time: 2916.57 ms [2020-12-23 17:15:42 main:581] : INFO : Epoch 946 | loss: 0.0311443 | val_loss: 0.0311752 | Time: 2922.1 ms [2020-12-23 17:15:45 main:581] : INFO : Epoch 947 | loss: 0.0311426 | val_loss: 0.0311735 | Time: 2921.29 ms [2020-12-23 17:15:48 main:581] : INFO : Epoch 948 | loss: 0.0311417 | val_loss: 0.0311752 | Time: 2920.35 ms [2020-12-23 17:15:51 main:581] : INFO : Epoch 949 | loss: 0.0311418 | val_loss: 0.0311699 | Time: 2929.65 ms [2020-12-23 17:15:53 main:581] : INFO : Epoch 950 | loss: 0.0311427 | val_loss: 0.0311767 | Time: 2898.17 ms [2020-12-23 17:15:56 main:581] : INFO : Epoch 951 | loss: 0.0311419 | val_loss: 0.0311713 | Time: 2890.03 ms [2020-12-23 17:15:59 main:581] : INFO : Epoch 952 | loss: 0.0311421 | val_loss: 0.0311768 | Time: 2891.88 ms [2020-12-23 17:16:02 main:581] : INFO : Epoch 953 | loss: 0.0311442 | val_loss: 0.031174 | Time: 2913.71 ms [2020-12-23 17:16:05 main:581] : INFO : Epoch 954 | loss: 0.0311444 | val_loss: 0.0311752 | Time: 2885.53 ms [2020-12-23 17:16:08 main:581] : INFO : Epoch 955 | loss: 0.0311427 | val_loss: 0.0311742 | Time: 2917.66 ms [2020-12-23 17:16:11 main:581] : INFO : Epoch 956 | loss: 0.0311414 | val_loss: 0.031173 | Time: 2922.84 ms [2020-12-23 17:16:14 main:581] : INFO : Epoch 957 | loss: 0.0311393 | val_loss: 0.0311724 | Time: 2922.08 ms [2020-12-23 17:16:17 main:581] : INFO : Epoch 958 | loss: 0.0311389 | val_loss: 0.0311754 | Time: 2917.34 ms [2020-12-23 17:16:20 main:581] : INFO : Epoch 959 | loss: 0.0311396 | val_loss: 0.0311771 | Time: 2921.8 ms [2020-12-23 17:16:23 main:581] : INFO : Epoch 960 | loss: 0.0311416 | val_loss: 0.0311827 | Time: 2921.03 ms [2020-12-23 17:16:26 main:581] : INFO : Epoch 961 | loss: 0.0311479 | val_loss: 0.0311813 | Time: 2921.55 ms [2020-12-23 17:16:28 main:581] : INFO : Epoch 962 | loss: 0.0311379 | val_loss: 0.0311783 | Time: 2916.12 ms [2020-12-23 17:16:31 main:581] : INFO : Epoch 963 | loss: 0.031138 | val_loss: 0.0311768 | Time: 2927.1 ms [2020-12-23 17:16:34 main:581] : INFO : Epoch 964 | loss: 0.0311387 | val_loss: 0.0311742 | Time: 2871.29 ms [2020-12-23 17:16:37 main:581] : INFO : Epoch 965 | loss: 0.0311395 | val_loss: 0.0311801 | Time: 2885.42 ms [2020-12-23 17:16:40 main:581] : INFO : Epoch 966 | loss: 0.0311375 | val_loss: 0.031175 | Time: 2918.76 ms [2020-12-23 17:16:43 main:581] : INFO : Epoch 967 | loss: 0.0311362 | val_loss: 0.0311731 | Time: 2921.02 ms [2020-12-23 17:16:46 main:581] : INFO : Epoch 968 | loss: 0.031136 | val_loss: 0.0311751 | Time: 2907.29 ms [2020-12-23 17:16:49 main:581] : INFO : Epoch 969 | loss: 0.0311363 | val_loss: 0.0311713 | Time: 2908.02 ms [2020-12-23 17:16:52 main:581] : INFO : Epoch 970 | loss: 0.0311347 | val_loss: 0.031172 | Time: 2945.67 ms [2020-12-23 17:16:55 main:581] : INFO : Epoch 971 | loss: 0.0311369 | val_loss: 0.0311721 | Time: 2916.06 ms [2020-12-23 17:16:58 main:581] : INFO : Epoch 972 | loss: 0.0311382 | val_loss: 0.0311721 | Time: 2928.5 ms [2020-12-23 17:17:00 main:581] : INFO : Epoch 973 | loss: 0.0311354 | val_loss: 0.0311729 | Time: 2915 ms [2020-12-23 17:17:03 main:581] : INFO : Epoch 974 | loss: 0.0311373 | val_loss: 0.031171 | Time: 2928.07 ms [2020-12-23 17:17:06 main:581] : INFO : Epoch 975 | loss: 0.0311396 | val_loss: 0.0311696 | Time: 2923.99 ms [2020-12-23 17:17:09 main:581] : INFO : Epoch 976 | loss: 0.0311398 | val_loss: 0.0311699 | Time: 2923.13 ms [2020-12-23 17:17:12 main:581] : INFO : Epoch 977 | loss: 0.0311368 | val_loss: 0.0311724 | Time: 2924.6 ms [2020-12-23 17:17:15 main:581] : INFO : Epoch 978 | loss: 0.0311376 | val_loss: 0.0311816 | Time: 2921.18 ms [2020-12-23 17:17:18 main:581] : INFO : Epoch 979 | loss: 0.0311383 | val_loss: 0.0311699 | Time: 2919.7 ms [2020-12-23 17:17:21 main:581] : INFO : Epoch 980 | loss: 0.0311352 | val_loss: 0.0311759 | Time: 2944.95 ms [2020-12-23 17:17:24 main:581] : INFO : Epoch 981 | loss: 0.0311355 | val_loss: 0.0311706 | Time: 2923.31 ms [2020-12-23 17:17:27 main:581] : INFO : Epoch 982 | loss: 0.0311336 | val_loss: 0.031175 | Time: 2917.6 ms [2020-12-23 17:17:30 main:581] : INFO : Epoch 983 | loss: 0.0311352 | val_loss: 0.0311697 | Time: 2921.44 ms [2020-12-23 17:17:33 main:581] : INFO : Epoch 984 | loss: 0.0311371 | val_loss: 0.0311715 | Time: 2916.76 ms [2020-12-23 17:17:36 main:581] : INFO : Epoch 985 | loss: 0.0311343 | val_loss: 0.0311717 | Time: 2923.1 ms [2020-12-23 17:17:38 main:581] : INFO : Epoch 986 | loss: 0.0311346 | val_loss: 0.0311732 | Time: 2919.39 ms [2020-12-23 17:17:41 main:581] : INFO : Epoch 987 | loss: 0.0311349 | val_loss: 0.0311726 | Time: 2908.87 ms [2020-12-23 17:17:44 main:581] : INFO : Epoch 988 | loss: 0.0311357 | val_loss: 0.0311766 | Time: 2918.69 ms [2020-12-23 17:17:47 main:581] : INFO : Epoch 989 | loss: 0.0311399 | val_loss: 0.0311735 | Time: 2919.19 ms [2020-12-23 17:17:50 main:581] : INFO : Epoch 990 | loss: 0.0311392 | val_loss: 0.0311769 | Time: 2919.48 ms [2020-12-23 17:17:53 main:581] : INFO : Epoch 991 | loss: 0.0311396 | val_loss: 0.0311693 | Time: 2936.37 ms [2020-12-23 17:17:56 main:581] : INFO : Epoch 992 | loss: 0.031138 | val_loss: 0.0311771 | Time: 2915.31 ms [2020-12-23 17:17:59 main:581] : INFO : Epoch 993 | loss: 0.0311377 | val_loss: 0.0311703 | Time: 2913.06 ms [2020-12-23 17:18:02 main:581] : INFO : Epoch 994 | loss: 0.0311365 | val_loss: 0.0311739 | Time: 2944.47 ms [2020-12-23 17:18:05 main:581] : INFO : Epoch 995 | loss: 0.0311355 | val_loss: 0.0311706 | Time: 2914.2 ms [2020-12-23 17:18:08 main:581] : INFO : Epoch 996 | loss: 0.0311348 | val_loss: 0.0311727 | Time: 2921.36 ms [2020-12-23 17:18:11 main:581] : INFO : Epoch 997 | loss: 0.0311384 | val_loss: 0.0311811 | Time: 2913.1 ms [2020-12-23 17:18:14 main:581] : INFO : Epoch 998 | loss: 0.0311395 | val_loss: 0.0311737 | Time: 2912.22 ms [2020-12-23 17:18:16 main:581] : INFO : Epoch 999 | loss: 0.0311404 | val_loss: 0.031172 | Time: 2907.73 ms [2020-12-23 17:18:19 main:581] : INFO : Epoch 1000 | loss: 0.0311378 | val_loss: 0.0311726 | Time: 2916.62 ms [2020-12-23 17:18:22 main:581] : INFO : Epoch 1001 | loss: 0.0311371 | val_loss: 0.0311748 | Time: 2935.95 ms [2020-12-23 17:18:25 main:581] : INFO : Epoch 1002 | loss: 0.0311357 | val_loss: 0.0311708 | Time: 2914.94 ms [2020-12-23 17:18:28 main:581] : INFO : Epoch 1003 | loss: 0.0311347 | val_loss: 0.0311772 | Time: 2906.4 ms [2020-12-23 17:18:31 main:581] : INFO : Epoch 1004 | loss: 0.0311343 | val_loss: 0.031172 | Time: 2917.11 ms [2020-12-23 17:18:34 main:581] : INFO : Epoch 1005 | loss: 0.031134 | val_loss: 0.0311736 | Time: 2918.83 ms [2020-12-23 17:18:37 main:581] : INFO : Epoch 1006 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 2915.35 ms [2020-12-23 17:18:40 main:581] : INFO : Epoch 1007 | loss: 0.0311325 | val_loss: 0.0311718 | Time: 2912.84 ms [2020-12-23 17:18:43 main:581] : INFO : Epoch 1008 | loss: 0.0311362 | val_loss: 0.0311722 | Time: 2910.75 ms [2020-12-23 17:18:46 main:581] : INFO : Epoch 1009 | loss: 0.03115 | val_loss: 0.0311668 | Time: 2914.23 ms [2020-12-23 17:18:49 main:581] : INFO : Epoch 1010 | loss: 0.0311487 | val_loss: 0.0311675 | Time: 2917.56 ms [2020-12-23 17:18:51 main:581] : INFO : Epoch 1011 | loss: 0.0311473 | val_loss: 0.0311678 | Time: 2939.45 ms [2020-12-23 17:18:54 main:581] : INFO : Epoch 1012 | loss: 0.0311454 | val_loss: 0.0311703 | Time: 2911.95 ms [2020-12-23 17:18:57 main:581] : INFO : Epoch 1013 | loss: 0.0311446 | val_loss: 0.0311727 | Time: 2908.91 ms [2020-12-23 17:19:00 main:581] : INFO : Epoch 1014 | loss: 0.031144 | val_loss: 0.0311706 | Time: 2906.22 ms [2020-12-23 17:19:03 main:581] : INFO : Epoch 1015 | loss: 0.0311426 | val_loss: 0.0311726 | Time: 2894.37 ms [2020-12-23 17:19:06 main:581] : INFO : Epoch 1016 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 2918.12 ms [2020-12-23 17:19:09 main:581] : INFO : Epoch 1017 | loss: 0.0311538 | val_loss: 0.031174 | Time: 2895.23 ms [2020-12-23 17:19:12 main:581] : INFO : Epoch 1018 | loss: 0.0311569 | val_loss: 0.031168 | Time: 2911.79 ms [2020-12-23 17:19:15 main:581] : INFO : Epoch 1019 | loss: 0.0311469 | val_loss: 0.031165 | Time: 2897.6 ms [2020-12-23 17:19:18 main:581] : INFO : Epoch 1020 | loss: 0.0311463 | val_loss: 0.0311709 | Time: 2894.49 ms [2020-12-23 17:19:21 main:581] : INFO : Epoch 1021 | loss: 0.0311443 | val_loss: 0.0311678 | Time: 2924.48 ms [2020-12-23 17:19:23 main:581] : INFO : Epoch 1022 | loss: 0.031143 | val_loss: 0.0311679 | Time: 2913.19 ms [2020-12-23 17:19:26 main:581] : INFO : Epoch 1023 | loss: 0.0311425 | val_loss: 0.0311691 | Time: 2914.83 ms [2020-12-23 17:19:29 main:581] : INFO : Epoch 1024 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 2917.67 ms [2020-12-23 17:19:29 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667 [2020-12-23 17:19:29 main:610] : INFO : Saving end state to config to file [2020-12-23 17:19:29 main:615] : INFO : Success, exiting.. 17:19:29 (2511097): 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)