Task 3323440
| Name | ParityMachine-1605152216-29847-7_1 |
| Workunit | 1564979 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:37:31 UTC |
| Report deadline | 25 Dec 2020, 5:37:31 UTC |
| Received | 19 Dec 2020, 18:15:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1403 |
| Run time | 52 min 9 sec |
| CPU time | 52 min 2 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,928.17 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 1:49:15 main:581] : INFO : Epoch 510 | loss: 0.0311448 | val_loss: 0.0311685 | Time: 3041.62 ms [2020-12-19 11:49:18 main:581] : INFO : Epoch 511 | loss: 0.0311452 | val_loss: 0.0311696 | Time: 3037.07 ms [2020-12-19 11:49:21 main:581] : INFO : Epoch 512 | loss: 0.031145 | val_loss: 0.0311683 | Time: 3043.22 ms [2020-12-19 11:49:25 main:581] : INFO : Epoch 513 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 3039.7 ms [2020-12-19 11:49:28 main:581] : INFO : Epoch 514 | loss: 0.0311461 | val_loss: 0.0311659 | Time: 3035.56 ms [2020-12-19 11:49:31 main:581] : INFO : Epoch 515 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 3034.2 ms [2020-12-19 11:49:34 main:581] : INFO : Epoch 516 | loss: 0.0311486 | val_loss: 0.0311741 | Time: 3039.32 ms [2020-12-19 11:49:37 main:581] : INFO : Epoch 517 | loss: 0.031147 | val_loss: 0.0311686 | Time: 3040.04 ms [2020-12-19 11:49:40 main:581] : INFO : Epoch 518 | loss: 0.0311451 | val_loss: 0.0311698 | Time: 3038.43 ms [2020-12-19 11:49:43 main:581] : INFO : Epoch 519 | loss: 0.0311452 | val_loss: 0.0311721 | Time: 3038.47 ms [2020-12-19 11:49:46 main:581] : INFO : Epoch 520 | loss: 0.031147 | val_loss: 0.0311728 | Time: 3042.65 ms [2020-12-19 11:49:49 main:581] : INFO : Epoch 521 | loss: 0.0311463 | val_loss: 0.031168 | Time: 3037.93 ms [2020-12-19 11:49:52 main:581] : INFO : Epoch 522 | loss: 0.0311429 | val_loss: 0.0311673 | Time: 3032.49 ms [2020-12-19 11:49:55 main:581] : INFO : Epoch 523 | loss: 0.031144 | val_loss: 0.0311718 | Time: 3045.66 ms [2020-12-19 11:49:58 main:581] : INFO : Epoch 524 | loss: 0.0311473 | val_loss: 0.0311743 | Time: 3043.71 ms [2020-12-19 11:50:01 main:581] : INFO : Epoch 525 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 3035.65 ms [2020-12-19 11:50:04 main:581] : INFO : Epoch 526 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 3042.34 ms [2020-12-19 11:50:07 main:581] : INFO : Epoch 527 | loss: 0.0311426 | val_loss: 0.0311627 | Time: 3036.73 ms [2020-12-19 11:50:10 main:581] : INFO : Epoch 528 | loss: 0.0311417 | val_loss: 0.0311657 | Time: 3034.94 ms [2020-12-19 11:50:13 main:581] : INFO : Epoch 529 | loss: 0.031145 | val_loss: 0.0311668 | Time: 3037.22 ms [2020-12-19 11:50:16 main:581] : INFO : Epoch 530 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 3042.92 ms [2020-12-19 11:50:19 main:581] : INFO : Epoch 531 | loss: 0.0311473 | val_loss: 0.0311679 | Time: 3038.18 ms [2020-12-19 11:50:22 main:581] : INFO : Epoch 532 | loss: 0.0311463 | val_loss: 0.0311713 | Time: 3037.42 ms [2020-12-19 11:50:25 main:581] : INFO : Epoch 533 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 3036.72 ms [2020-12-19 11:50:28 main:581] : INFO : Epoch 534 | loss: 0.0311461 | val_loss: 0.0311672 | Time: 3036.24 ms [2020-12-19 11:50:31 main:581] : INFO : Epoch 535 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 3040.5 ms [2020-12-19 11:50:34 main:581] : INFO : Epoch 536 | loss: 0.0311458 | val_loss: 0.0311716 | Time: 3035.57 ms [2020-12-19 11:50:37 main:581] : INFO : Epoch 537 | loss: 0.0311469 | val_loss: 0.031173 | Time: 3046.63 ms [2020-12-19 11:50:40 main:581] : INFO : Epoch 538 | loss: 0.0311463 | val_loss: 0.0311633 | Time: 3039.84 ms [2020-12-19 11:50:44 main:581] : INFO : Epoch 539 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 3035.9 ms [2020-12-19 11:50:47 main:581] : INFO : Epoch 540 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 3038.36 ms [2020-12-19 11:50:50 main:581] : INFO : Epoch 541 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 3042.8 ms [2020-12-19 11:50:53 main:581] : INFO : Epoch 542 | loss: 0.0311467 | val_loss: 0.0311689 | Time: 3033.57 ms [2020-12-19 11:50:56 main:581] : INFO : Epoch 543 | loss: 0.0311452 | val_loss: 0.031172 | Time: 3035.11 ms [2020-12-19 11:50:59 main:581] : INFO : Epoch 544 | loss: 0.0311463 | val_loss: 0.0311651 | Time: 3042.47 ms [2020-12-19 11:51:02 main:581] : INFO : Epoch 545 | loss: 0.0311442 | val_loss: 0.0311706 | Time: 3040.33 ms [2020-12-19 11:51:05 main:581] : INFO : Epoch 546 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 3033.83 ms [2020-12-19 11:51:08 main:581] : INFO : Epoch 547 | loss: 0.0311461 | val_loss: 0.0311707 | Time: 3039.99 ms [2020-12-19 11:51:11 main:581] : INFO : Epoch 548 | loss: 0.0311437 | val_loss: 0.0311752 | Time: 3042.09 ms [2020-12-19 11:51:14 main:581] : INFO : Epoch 549 | loss: 0.0311454 | val_loss: 0.0311723 | Time: 3035.98 ms [2020-12-19 11:51:17 main:581] : INFO : Epoch 550 | loss: 0.0311451 | val_loss: 0.0311716 | Time: 3032.34 ms [2020-12-19 11:51:20 main:581] : INFO : Epoch 551 | loss: 0.0311473 | val_loss: 0.0311664 | Time: 3039.63 ms [2020-12-19 11:51:23 main:581] : INFO : Epoch 552 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 3041.82 ms [2020-12-19 11:51:26 main:581] : INFO : Epoch 553 | loss: 0.031145 | val_loss: 0.0311672 | Time: 3041.92 ms [2020-12-19 11:51:29 main:581] : INFO : Epoch 554 | loss: 0.0311449 | val_loss: 0.0311738 | Time: 3043.02 ms [2020-12-19 11:51:32 main:581] : INFO : Epoch 555 | loss: 0.0311441 | val_loss: 0.031169 | Time: 3039.68 ms [2020-12-19 11:51:35 main:581] : INFO : Epoch 556 | loss: 0.0311438 | val_loss: 0.0311718 | Time: 3034.08 ms [2020-12-19 11:51:38 main:581] : INFO : Epoch 557 | loss: 0.031143 | val_loss: 0.0311688 | Time: 3036.94 ms [2020-12-19 11:51:41 main:581] : INFO : Epoch 558 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 3038.09 ms [2020-12-19 11:51:44 main:581] : INFO : Epoch 559 | loss: 0.031144 | val_loss: 0.0311695 | Time: 3043.19 ms [2020-12-19 11:51:47 main:581] : INFO : Epoch 560 | loss: 0.0311444 | val_loss: 0.0311704 | Time: 3036.68 ms [2020-12-19 11:51:50 main:581] : INFO : Epoch 561 | loss: 0.0311444 | val_loss: 0.0311752 | Time: 3040.11 ms [2020-12-19 11:51:53 main:581] : INFO : Epoch 562 | loss: 0.0311472 | val_loss: 0.0311752 | Time: 3043.35 ms [2020-12-19 11:51:56 main:581] : INFO : Epoch 563 | loss: 0.0311466 | val_loss: 0.031173 | Time: 3039.45 ms [2020-12-19 11:52:00 main:581] : INFO : Epoch 564 | loss: 0.0311448 | val_loss: 0.0311725 | Time: 3036.66 ms [2020-12-19 11:52:03 main:581] : INFO : Epoch 565 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 3042.6 ms [2020-12-19 11:52:06 main:581] : INFO : Epoch 566 | loss: 0.0311491 | val_loss: 0.0311792 | Time: 3044.37 ms [2020-12-19 11:52:09 main:581] : INFO : Epoch 567 | loss: 0.0311487 | val_loss: 0.0311683 | Time: 3035.16 ms [2020-12-19 11:52:12 main:581] : INFO : Epoch 568 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 3038.7 ms [2020-12-19 11:52:15 main:581] : INFO : Epoch 569 | loss: 0.0311456 | val_loss: 0.031168 | Time: 3039.45 ms [2020-12-19 11:52:18 main:581] : INFO : Epoch 570 | loss: 0.0311419 | val_loss: 0.0311682 | Time: 3033.77 ms [2020-12-19 11:52:21 main:581] : INFO : Epoch 571 | loss: 0.0311435 | val_loss: 0.0311679 | Time: 3036.53 ms [2020-12-19 11:52:24 main:581] : INFO : Epoch 572 | loss: 0.0311441 | val_loss: 0.0311742 | Time: 3040.05 ms [2020-12-19 11:52:27 main:581] : INFO : Epoch 573 | loss: 0.0311431 | val_loss: 0.0311733 | Time: 3044.91 ms [2020-12-19 11:52:30 main:581] : INFO : Epoch 574 | loss: 0.0311457 | val_loss: 0.0311714 | Time: 3035.86 ms [2020-12-19 11:52:33 main:581] : INFO : Epoch 575 | loss: 0.0311421 | val_loss: 0.0311721 | Time: 3037.4 ms [2020-12-19 11:52:36 main:581] : INFO : Epoch 576 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 3036.32 ms [2020-12-19 11:52:39 main:581] : INFO : Epoch 577 | loss: 0.0311463 | val_loss: 0.0311665 | Time: 3038.47 ms [2020-12-19 11:52:42 main:581] : INFO : Epoch 578 | loss: 0.0311468 | val_loss: 0.031167 | Time: 3034.68 ms [2020-12-19 11:52:45 main:581] : INFO : Epoch 579 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 3039.88 ms [2020-12-19 11:52:48 main:581] : INFO : Epoch 580 | loss: 0.0311433 | val_loss: 0.031167 | Time: 3042.66 ms [2020-12-19 11:52:51 main:581] : INFO : Epoch 581 | loss: 0.031143 | val_loss: 0.0311692 | Time: 3038 ms [2020-12-19 11:52:54 main:581] : INFO : Epoch 582 | loss: 0.0311445 | val_loss: 0.0311692 | Time: 3042.29 ms [2020-12-19 11:52:57 main:581] : INFO : Epoch 583 | loss: 0.0311437 | val_loss: 0.0311715 | Time: 3042.96 ms [2020-12-19 11:53:00 main:581] : INFO : Epoch 584 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 3038.13 ms [2020-12-19 11:53:03 main:581] : INFO : Epoch 585 | loss: 0.031144 | val_loss: 0.0311712 | Time: 3035.66 ms [2020-12-19 11:53:06 main:581] : INFO : Epoch 586 | loss: 0.0311417 | val_loss: 0.031168 | Time: 3039.03 ms [2020-12-19 11:53:09 main:581] : INFO : Epoch 587 | loss: 0.0311419 | val_loss: 0.0311659 | Time: 3036.04 ms [2020-12-19 11:53:12 main:581] : INFO : Epoch 588 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 3035.61 ms [2020-12-19 11:53:15 main:581] : INFO : Epoch 589 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 3037.13 ms [2020-12-19 11:53:19 main:581] : INFO : Epoch 590 | loss: 0.031144 | val_loss: 0.0311734 | Time: 3044.44 ms [2020-12-19 11:53:22 main:581] : INFO : Epoch 591 | loss: 0.0311431 | val_loss: 0.0311721 | Time: 3037.53 ms [2020-12-19 11:53:25 main:581] : INFO : Epoch 592 | loss: 0.0311452 | val_loss: 0.0311695 | Time: 3034.02 ms [2020-12-19 11:53:28 main:581] : INFO : Epoch 593 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 3040.21 ms [2020-12-19 11:53:31 main:581] : INFO : Epoch 594 | loss: 0.0311438 | val_loss: 0.0311677 | Time: 3042.37 ms [2020-12-19 11:53:34 main:581] : INFO : Epoch 595 | loss: 0.0311429 | val_loss: 0.0311698 | Time: 3037.01 ms [2020-12-19 11:53:37 main:581] : INFO : Epoch 596 | loss: 0.0311419 | val_loss: 0.031171 | Time: 3040.94 ms [2020-12-19 11:53:40 main:581] : INFO : Epoch 597 | loss: 0.0311409 | val_loss: 0.0311704 | Time: 3040.67 ms [2020-12-19 11:53:43 main:581] : INFO : Epoch 598 | loss: 0.0311419 | val_loss: 0.031171 | Time: 3035.11 ms [2020-12-19 11:53:46 main:581] : INFO : Epoch 599 | loss: 0.0311409 | val_loss: 0.031173 | Time: 3032.27 ms [2020-12-19 11:53:49 main:581] : INFO : Epoch 600 | loss: 0.0311419 | val_loss: 0.0311759 | Time: 3036.53 ms [2020-12-19 11:53:52 main:581] : INFO : Epoch 601 | loss: 0.0311432 | val_loss: 0.0311785 | Time: 3042.17 ms [2020-12-19 11:53:55 main:581] : INFO : Epoch 602 | loss: 0.0311416 | val_loss: 0.0311724 | Time: 3037.71 ms [2020-12-19 11:53:58 main:581] : INFO : Epoch 603 | loss: 0.0311403 | val_loss: 0.0311698 | Time: 3039.58 ms [2020-12-19 11:54:01 main:581] : INFO : Epoch 604 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 3042.52 ms [2020-12-19 11:54:04 main:581] : INFO : Epoch 605 | loss: 0.0311406 | val_loss: 0.0311675 | Time: 3036.97 ms [2020-12-19 11:54:07 main:581] : INFO : Epoch 606 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 3032.96 ms [2020-12-19 11:54:10 main:581] : INFO : Epoch 607 | loss: 0.0311423 | val_loss: 0.0311688 | Time: 3043.45 ms [2020-12-19 11:54:13 main:581] : INFO : Epoch 608 | loss: 0.0311433 | val_loss: 0.0311683 | Time: 3044.76 ms [2020-12-19 11:54:16 main:581] : INFO : Epoch 609 | loss: 0.031147 | val_loss: 0.0311708 | Time: 3036.25 ms [2020-12-19 11:54:19 main:581] : INFO : Epoch 610 | loss: 0.0311454 | val_loss: 0.0311706 | Time: 3034.37 ms [2020-12-19 11:54:22 main:581] : INFO : Epoch 611 | loss: 0.0311467 | val_loss: 0.0311704 | Time: 3037.83 ms [2020-12-19 11:54:25 main:581] : INFO : Epoch 612 | loss: 0.031142 | val_loss: 0.0311685 | Time: 3037.48 ms [2020-12-19 11:54:28 main:581] : INFO : Epoch 613 | loss: 0.0311428 | val_loss: 0.0311693 | Time: 3035.76 ms [2020-12-19 11:54:31 main:581] : INFO : Epoch 614 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 3044.94 ms [2020-12-19 11:54:35 main:581] : INFO : Epoch 615 | loss: 0.0311435 | val_loss: 0.0311684 | Time: 3038.97 ms [2020-12-19 11:54:38 main:581] : INFO : Epoch 616 | loss: 0.031143 | val_loss: 0.0311749 | Time: 3037.72 ms [2020-12-19 11:54:41 main:581] : INFO : Epoch 617 | loss: 0.0311423 | val_loss: 0.0311704 | Time: 3037.42 ms [2020-12-19 11:54:44 main:581] : INFO : Epoch 618 | loss: 0.0311465 | val_loss: 0.0311741 | Time: 3040.37 ms [2020-12-19 11:54:47 main:581] : INFO : Epoch 619 | loss: 0.0311446 | val_loss: 0.0311682 | Time: 3039.23 ms [2020-12-19 11:54:50 main:581] : INFO : Epoch 620 | loss: 0.0311432 | val_loss: 0.0311714 | Time: 3033.04 ms [2020-12-19 11:54:53 main:581] : INFO : Epoch 621 | loss: 0.0311452 | val_loss: 0.0311653 | Time: 3039.33 ms [2020-12-19 11:54:56 main:581] : INFO : Epoch 622 | loss: 0.0311443 | val_loss: 0.0311696 | Time: 3042.51 ms [2020-12-19 11:54:59 main:581] : INFO : Epoch 623 | loss: 0.0311449 | val_loss: 0.0311767 | Time: 3037.92 ms [2020-12-19 11:55:02 main:581] : INFO : Epoch 624 | loss: 0.0311459 | val_loss: 0.0311715 | Time: 3040.17 ms [2020-12-19 11:55:05 main:581] : INFO : Epoch 625 | loss: 0.0311437 | val_loss: 0.031167 | Time: 3040.46 ms [2020-12-19 11:55:08 main:581] : INFO : Epoch 626 | loss: 0.0311411 | val_loss: 0.031167 | Time: 3034.21 ms [2020-12-19 11:55:11 main:581] : INFO : Epoch 627 | loss: 0.0311425 | val_loss: 0.0311685 | Time: 3036.51 ms [2020-12-19 11:55:14 main:581] : INFO : Epoch 628 | loss: 0.0311416 | val_loss: 0.0311671 | Time: 3039.02 ms [2020-12-19 11:55:17 main:581] : INFO : Epoch 629 | loss: 0.0311418 | val_loss: 0.0311711 | Time: 3037.37 ms [2020-12-19 11:55:20 main:581] : INFO : Epoch 630 | loss: 0.0311406 | val_loss: 0.0311657 | Time: 3037.41 ms [2020-12-19 11:55:23 main:581] : INFO : Epoch 631 | loss: 0.0311401 | val_loss: 0.0311668 | Time: 3042.22 ms [2020-12-19 11:55:26 main:581] : INFO : Epoch 632 | loss: 0.0311388 | val_loss: 0.031171 | Time: 3045.85 ms [2020-12-19 11:55:29 main:581] : INFO : Epoch 633 | loss: 0.0311402 | val_loss: 0.0311681 | Time: 3032.19 ms [2020-12-19 11:55:32 main:581] : INFO : Epoch 634 | loss: 0.0311395 | val_loss: 0.0311647 | Time: 3037.01 ms [2020-12-19 11:55:35 main:581] : INFO : Epoch 635 | loss: 0.0311391 | val_loss: 0.0311664 | Time: 3043.51 ms [2020-12-19 11:55:38 main:581] : INFO : Epoch 636 | loss: 0.0311422 | val_loss: 0.0311701 | Time: 3040.65 ms [2020-12-19 11:55:41 main:581] : INFO : Epoch 637 | loss: 0.0311427 | val_loss: 0.031167 | Time: 3035.33 ms [2020-12-19 11:55:44 main:581] : INFO : Epoch 638 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 3039.85 ms [2020-12-19 11:55:47 main:581] : INFO : Epoch 639 | loss: 0.0311409 | val_loss: 0.0311687 | Time: 3038.62 ms [2020-12-19 11:55:50 main:581] : INFO : Epoch 640 | loss: 0.0311412 | val_loss: 0.0311734 | Time: 3035.09 ms [2020-12-19 11:55:54 main:581] : INFO : Epoch 641 | loss: 0.0311409 | val_loss: 0.0311698 | Time: 3034.16 ms [2020-12-19 11:55:57 main:581] : INFO : Epoch 642 | loss: 0.0311404 | val_loss: 0.0311784 | Time: 3039.72 ms [2020-12-19 11:56:00 main:581] : INFO : Epoch 643 | loss: 0.0311425 | val_loss: 0.0311735 | Time: 3042.08 ms [2020-12-19 11:56:03 main:581] : INFO : Epoch 644 | loss: 0.031143 | val_loss: 0.0311785 | Time: 3042.97 ms [2020-12-19 11:56:06 main:581] : INFO : Epoch 645 | loss: 0.0311518 | val_loss: 0.031186 | Time: 3039.49 ms [2020-12-19 11:56:09 main:581] : INFO : Epoch 646 | loss: 0.0311442 | val_loss: 0.0311744 | Time: 3040.51 ms [2020-12-19 11:56:12 main:581] : INFO : Epoch 647 | loss: 0.0311414 | val_loss: 0.0311721 | Time: 3034.14 ms [2020-12-19 11:56:15 main:581] : INFO : Epoch 648 | loss: 0.0311417 | val_loss: 0.0311722 | Time: 3034.89 ms [2020-12-19 11:56:18 main:581] : INFO : Epoch 649 | loss: 0.0311441 | val_loss: 0.0311733 | Time: 3046.03 ms [2020-12-19 11:56:21 main:581] : INFO : Epoch 650 | loss: 0.0311431 | val_loss: 0.0311663 | Time: 3042.59 ms [2020-12-19 11:56:24 main:581] : INFO : Epoch 651 | loss: 0.031142 | val_loss: 0.0311671 | Time: 3035.2 ms [2020-12-19 11:56:27 main:581] : INFO : Epoch 652 | loss: 0.0311456 | val_loss: 0.0311714 | Time: 3039.22 ms [2020-12-19 11:56:30 main:581] : INFO : Epoch 653 | loss: 0.0311444 | val_loss: 0.0311673 | Time: 3036.38 ms [2020-12-19 11:56:33 main:581] : INFO : Epoch 654 | loss: 0.0311424 | val_loss: 0.0311682 | Time: 3035.03 ms [2020-12-19 11:56:36 main:581] : INFO : Epoch 655 | loss: 0.0311426 | val_loss: 0.0311666 | Time: 3038.32 ms [2020-12-19 11:56:39 main:581] : INFO : Epoch 656 | loss: 0.0311403 | val_loss: 0.0311658 | Time: 3041.45 ms [2020-12-19 11:56:42 main:581] : INFO : Epoch 657 | loss: 0.0311398 | val_loss: 0.0311674 | Time: 3037.88 ms [2020-12-19 11:56:45 main:581] : INFO : Epoch 658 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 3034.55 ms [2020-12-19 11:56:48 main:581] : INFO : Epoch 659 | loss: 0.0311391 | val_loss: 0.0311673 | Time: 3039.59 ms [2020-12-19 11:56:51 main:581] : INFO : Epoch 660 | loss: 0.0311419 | val_loss: 0.0311654 | Time: 3035.02 ms [2020-12-19 11:56:54 main:581] : INFO : Epoch 661 | loss: 0.0311443 | val_loss: 0.0311657 | Time: 3043.31 ms [2020-12-19 11:56:57 main:581] : INFO : Epoch 662 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 3038.48 ms [2020-12-19 11:57:00 main:581] : INFO : Epoch 663 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 3043.52 ms [2020-12-19 11:57:03 main:581] : INFO : Epoch 664 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 3039.45 ms [2020-12-19 11:57:06 main:581] : INFO : Epoch 665 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 3038.67 ms [2020-12-19 11:57:10 main:581] : INFO : Epoch 666 | loss: 0.0311443 | val_loss: 0.0311666 | Time: 3040.94 ms [2020-12-19 11:57:13 main:581] : INFO : Epoch 667 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 3046.28 ms [2020-12-19 11:57:16 main:581] : INFO : Epoch 668 | loss: 0.0311439 | val_loss: 0.0311649 | Time: 3035.71 ms [2020-12-19 11:57:19 main:581] : INFO : Epoch 669 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 3035.12 ms [2020-12-19 11:57:22 main:581] : INFO : Epoch 670 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 3036.52 ms [2020-12-19 11:57:25 main:581] : INFO : Epoch 671 | loss: 0.0311398 | val_loss: 0.0311676 | Time: 3037.92 ms [2020-12-19 11:57:28 main:581] : INFO : Epoch 672 | loss: 0.0311405 | val_loss: 0.0311638 | Time: 3034.76 ms [2020-12-19 11:57:31 main:581] : INFO : Epoch 673 | loss: 0.0311437 | val_loss: 0.0311674 | Time: 3039.78 ms [2020-12-19 11:57:34 main:581] : INFO : Epoch 674 | loss: 0.0311438 | val_loss: 0.0311731 | Time: 3045.95 ms [2020-12-19 11:57:37 main:581] : INFO : Epoch 675 | loss: 0.0311422 | val_loss: 0.0311704 | Time: 3037.64 ms [2020-12-19 11:57:40 main:581] : INFO : Epoch 676 | loss: 0.0311439 | val_loss: 0.0311675 | Time: 3036.63 ms [2020-12-19 11:57:43 main:581] : INFO : Epoch 677 | loss: 0.0311423 | val_loss: 0.031166 | Time: 3040.5 ms [2020-12-19 11:57:46 main:581] : INFO : Epoch 678 | loss: 0.0311418 | val_loss: 0.0311699 | Time: 3037.25 ms [2020-12-19 11:57:49 main:581] : INFO : Epoch 679 | loss: 0.0311431 | val_loss: 0.0311663 | Time: 3035.54 ms [2020-12-19 11:57:52 main:581] : INFO : Epoch 680 | loss: 0.0311404 | val_loss: 0.031165 | Time: 3045.59 ms [2020-12-19 11:57:55 main:581] : INFO : Epoch 681 | loss: 0.031139 | val_loss: 0.0311707 | Time: 3035.89 ms [2020-12-19 11:57:58 main:581] : INFO : Epoch 682 | loss: 0.0311389 | val_loss: 0.0311654 | Time: 3037.27 ms [2020-12-19 11:58:01 main:581] : INFO : Epoch 683 | loss: 0.0311405 | val_loss: 0.0311641 | Time: 3033.42 ms [2020-12-19 11:58:04 main:581] : INFO : Epoch 684 | loss: 0.0311397 | val_loss: 0.0311667 | Time: 3038.69 ms [2020-12-19 11:58:07 main:581] : INFO : Epoch 685 | loss: 0.0311401 | val_loss: 0.0311681 | Time: 3040.19 ms [2020-12-19 11:58:10 main:581] : INFO : Epoch 686 | loss: 0.0311377 | val_loss: 0.0311713 | Time: 3039.63 ms [2020-12-19 11:58:13 main:581] : INFO : Epoch 687 | loss: 0.0311382 | val_loss: 0.0311697 | Time: 3041.23 ms [2020-12-19 11:58:16 main:581] : INFO : Epoch 688 | loss: 0.0311379 | val_loss: 0.0311685 | Time: 3043.35 ms [2020-12-19 11:58:19 main:581] : INFO : Epoch 689 | loss: 0.0311387 | val_loss: 0.0311697 | Time: 3034.32 ms [2020-12-19 11:58:22 main:581] : INFO : Epoch 690 | loss: 0.0311397 | val_loss: 0.0311712 | Time: 3033.48 ms [2020-12-19 11:58:25 main:581] : INFO : Epoch 691 | loss: 0.0311391 | val_loss: 0.0311688 | Time: 3045.02 ms [2020-12-19 11:58:29 main:581] : INFO : Epoch 692 | loss: 0.0311377 | val_loss: 0.0311735 | Time: 3043.99 ms [2020-12-19 11:58:32 main:581] : INFO : Epoch 693 | loss: 0.0311387 | val_loss: 0.0311696 | Time: 3037.06 ms [2020-12-19 11:58:35 main:581] : INFO : Epoch 694 | loss: 0.0311385 | val_loss: 0.0311702 | Time: 3037.29 ms [2020-12-19 11:58:38 main:581] : INFO : Epoch 695 | loss: 0.0311391 | val_loss: 0.0311688 | Time: 3040.84 ms [2020-12-19 11:58:41 main:581] : INFO : Epoch 696 | loss: 0.0311396 | val_loss: 0.03117 | Time: 3035.16 ms [2020-12-19 11:58:44 main:581] : INFO : Epoch 697 | loss: 0.0311393 | val_loss: 0.0311681 | Time: 3038.17 ms [2020-12-19 11:58:47 main:581] : INFO : Epoch 698 | loss: 0.0311399 | val_loss: 0.0311705 | Time: 3040.8 ms [2020-12-19 11:58:50 main:581] : INFO : Epoch 699 | loss: 0.0311389 | val_loss: 0.0311651 | Time: 3036.97 ms [2020-12-19 11:58:53 main:581] : INFO : Epoch 700 | loss: 0.0311394 | val_loss: 0.0311643 | Time: 3036.12 ms [2020-12-19 11:58:56 main:581] : INFO : Epoch 701 | loss: 0.0311416 | val_loss: 0.0311701 | Time: 3034.41 ms [2020-12-19 11:58:59 main:581] : INFO : Epoch 702 | loss: 0.0311386 | val_loss: 0.0311701 | Time: 3036.42 ms [2020-12-19 11:59:02 main:581] : INFO : Epoch 703 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 3039.35 ms [2020-12-19 11:59:05 main:581] : INFO : Epoch 704 | loss: 0.0311439 | val_loss: 0.0311753 | Time: 3033.57 ms [2020-12-19 11:59:08 main:581] : INFO : Epoch 705 | loss: 0.031151 | val_loss: 0.0311754 | Time: 3039.93 ms [2020-12-19 11:59:11 main:581] : INFO : Epoch 706 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 3037.38 ms [2020-12-19 11:59:14 main:581] : INFO : Epoch 707 | loss: 0.0311543 | val_loss: 0.0311712 | Time: 3035.78 ms [2020-12-19 11:59:17 main:581] : INFO : Epoch 708 | loss: 0.0311555 | val_loss: 0.0311744 | Time: 3037.71 ms [2020-12-19 11:59:20 main:581] : INFO : Epoch 709 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 3043.1 ms [2020-12-19 11:59:23 main:581] : INFO : Epoch 710 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 3035.72 ms [2020-12-19 11:59:26 main:581] : INFO : Epoch 711 | loss: 0.0311527 | val_loss: 0.0311746 | Time: 3034.59 ms [2020-12-19 11:59:29 main:581] : INFO : Epoch 712 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 3042.09 ms [2020-12-19 11:59:32 main:581] : INFO : Epoch 713 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 3037.86 ms [2020-12-19 11:59:35 main:581] : INFO : Epoch 714 | loss: 0.0311473 | val_loss: 0.0311733 | Time: 3035.55 ms [2020-12-19 11:59:38 main:581] : INFO : Epoch 715 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 3043.76 ms [2020-12-19 11:59:41 main:581] : INFO : Epoch 716 | loss: 0.0311471 | val_loss: 0.031171 | Time: 3039.25 ms [2020-12-19 11:59:44 main:581] : INFO : Epoch 717 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 3037.36 ms [2020-12-19 11:59:48 main:581] : INFO : Epoch 718 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 3035.25 ms [2020-12-19 11:59:51 main:581] : INFO : Epoch 719 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 3041.64 ms [2020-12-19 11:59:54 main:581] : INFO : Epoch 720 | loss: 0.031153 | val_loss: 0.0311653 | Time: 3041.04 ms [2020-12-19 11:59:57 main:581] : INFO : Epoch 721 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 3036.04 ms [2020-12-19 12:00:00 main:581] : INFO : Epoch 722 | loss: 0.0311498 | val_loss: 0.0311657 | Time: 3042.31 ms [2020-12-19 12:00:03 main:581] : INFO : Epoch 723 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 3040.23 ms [2020-12-19 12:00:06 main:581] : INFO : Epoch 724 | loss: 0.03115 | val_loss: 0.0311678 | Time: 3035.93 ms [2020-12-19 12:00:09 main:581] : INFO : Epoch 725 | loss: 0.0311536 | val_loss: 0.0311701 | Time: 3033.82 ms [2020-12-19 12:00:12 main:581] : INFO : Epoch 726 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 3041.42 ms [2020-12-19 12:00:15 main:581] : INFO : Epoch 727 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 3041.12 ms [2020-12-19 12:00:18 main:581] : INFO : Epoch 728 | loss: 0.0311515 | val_loss: 0.0311693 | Time: 3040.37 ms [2020-12-19 12:00:21 main:581] : INFO : Epoch 729 | loss: 0.0311521 | val_loss: 0.031167 | Time: 3040.59 ms [2020-12-19 12:00:24 main:581] : INFO : Epoch 730 | loss: 0.03115 | val_loss: 0.0311684 | Time: 3042.91 ms [2020-12-19 12:00:27 main:581] : INFO : Epoch 731 | loss: 0.0311523 | val_loss: 0.031172 | Time: 3033.79 ms [2020-12-19 12:00:30 main:581] : INFO : Epoch 732 | loss: 0.0311588 | val_loss: 0.0311746 | Time: 3035.4 ms [2020-12-19 12:00:33 main:581] : INFO : Epoch 733 | loss: 0.0311684 | val_loss: 0.031192 | Time: 3044.2 ms [2020-12-19 12:00:36 main:581] : INFO : Epoch 734 | loss: 0.0311795 | val_loss: 0.031195 | Time: 3044.92 ms [2020-12-19 12:00:39 main:581] : INFO : Epoch 735 | loss: 0.0311986 | val_loss: 0.0312 | Time: 3036.27 ms [2020-12-19 12:00:42 main:581] : INFO : Epoch 736 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 3035.37 ms [2020-12-19 12:00:45 main:581] : INFO : Epoch 737 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 3035.93 ms [2020-12-19 12:00:48 main:581] : INFO : Epoch 738 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 3038.23 ms [2020-12-19 12:00:51 main:581] : INFO : Epoch 739 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 3038.07 ms [2020-12-19 12:00:54 main:581] : INFO : Epoch 740 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 3041.57 ms [2020-12-19 12:00:57 main:581] : INFO : Epoch 741 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 3039.05 ms [2020-12-19 12:01:00 main:581] : INFO : Epoch 742 | loss: 0.0311618 | val_loss: 0.031174 | Time: 3039.41 ms [2020-12-19 12:01:04 main:581] : INFO : Epoch 743 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 3039.32 ms [2020-12-19 12:01:07 main:581] : INFO : Epoch 744 | loss: 0.0311624 | val_loss: 0.0311759 | Time: 3036.33 ms [2020-12-19 12:01:10 main:581] : INFO : Epoch 745 | loss: 0.0311601 | val_loss: 0.0311718 | Time: 3039.31 ms [2020-12-19 12:01:13 main:581] : INFO : Epoch 746 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 3034.94 ms [2020-12-19 12:01:16 main:581] : INFO : Epoch 747 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 3038.16 ms [2020-12-19 12:01:19 main:581] : INFO : Epoch 748 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 3038.11 ms [2020-12-19 12:01:22 main:581] : INFO : Epoch 749 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 3031.91 ms [2020-12-19 12:01:25 main:581] : INFO : Epoch 750 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 3036.53 ms [2020-12-19 12:01:28 main:581] : INFO : Epoch 751 | loss: 0.031152 | val_loss: 0.0311667 | Time: 3040.68 ms [2020-12-19 12:01:31 main:581] : INFO : Epoch 752 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 3038.62 ms [2020-12-19 12:01:34 main:581] : INFO : Epoch 753 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 3034.15 ms [2020-12-19 12:01:37 main:581] : INFO : Epoch 754 | loss: 0.0311509 | val_loss: 0.0311691 | Time: 3040.12 ms [2020-12-19 12:01:40 main:581] : INFO : Epoch 755 | loss: 0.03115 | val_loss: 0.0311703 | Time: 3037.93 ms [2020-12-19 12:01:43 main:581] : INFO : Epoch 756 | loss: 0.0311501 | val_loss: 0.0311676 | Time: 3032.57 ms [2020-12-19 12:01:46 main:581] : INFO : Epoch 757 | loss: 0.031149 | val_loss: 0.0311667 | Time: 3039.15 ms [2020-12-19 12:01:49 main:581] : INFO : Epoch 758 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 3045.43 ms [2020-12-19 12:01:52 main:581] : INFO : Epoch 759 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 3036.53 ms [2020-12-19 12:01:55 main:581] : INFO : Epoch 760 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 3034.84 ms [2020-12-19 12:01:58 main:581] : INFO : Epoch 761 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 3038.13 ms [2020-12-19 12:02:01 main:581] : INFO : Epoch 762 | loss: 0.0311484 | val_loss: 0.0311637 | Time: 3041.73 ms [2020-12-19 12:02:04 main:581] : INFO : Epoch 763 | loss: 0.031148 | val_loss: 0.0311643 | Time: 3035.61 ms [2020-12-19 12:02:07 main:581] : INFO : Epoch 764 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 3038.87 ms [2020-12-19 12:02:10 main:581] : INFO : Epoch 765 | loss: 0.0311479 | val_loss: 0.031165 | Time: 3039.37 ms [2020-12-19 12:02:13 main:581] : INFO : Epoch 766 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 3035.8 ms [2020-12-19 12:02:16 main:581] : INFO : Epoch 767 | loss: 0.0311453 | val_loss: 0.031166 | Time: 3034.53 ms [2020-12-19 12:02:19 main:581] : INFO : Epoch 768 | loss: 0.0311467 | val_loss: 0.0311661 | Time: 3041.06 ms [2020-12-19 12:02:23 main:581] : INFO : Epoch 769 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 3046.66 ms [2020-12-19 12:02:26 main:581] : INFO : Epoch 770 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 3036.82 ms [2020-12-19 12:02:29 main:581] : INFO : Epoch 771 | loss: 0.0311454 | val_loss: 0.031164 | Time: 3039.25 ms [2020-12-19 12:02:32 main:581] : INFO : Epoch 772 | loss: 0.0311439 | val_loss: 0.0311651 | Time: 3040.45 ms [2020-12-19 12:02:35 main:581] : INFO : Epoch 773 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 3038.14 ms [2020-12-19 12:02:38 main:581] : INFO : Epoch 774 | loss: 0.031145 | val_loss: 0.0311677 | Time: 3032.93 ms [2020-12-19 12:02:41 main:581] : INFO : Epoch 775 | loss: 0.0311459 | val_loss: 0.0311674 | Time: 3044.58 ms [2020-12-19 12:02:44 main:581] : INFO : Epoch 776 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 3041.99 ms [2020-12-19 12:02:47 main:581] : INFO : Epoch 777 | loss: 0.0311442 | val_loss: 0.0311655 | Time: 3037 ms [2020-12-19 12:02:50 main:581] : INFO : Epoch 778 | loss: 0.0311428 | val_loss: 0.0311667 | Time: 3037.38 ms [2020-12-19 12:02:53 main:581] : INFO : Epoch 779 | loss: 0.0311447 | val_loss: 0.0311709 | Time: 3036.88 ms [2020-12-19 12:02:56 main:581] : INFO : Epoch 780 | loss: 0.031149 | val_loss: 0.0311671 | Time: 3034.79 ms [2020-12-19 12:02:59 main:581] : INFO : Epoch 781 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 3039.67 ms [2020-12-19 12:03:02 main:581] : INFO : Epoch 782 | loss: 0.0311434 | val_loss: 0.0311649 | Time: 3046.56 ms [2020-12-19 12:03:05 main:581] : INFO : Epoch 783 | loss: 0.0311432 | val_loss: 0.0311639 | Time: 3039.87 ms [2020-12-19 12:03:08 main:581] : INFO : Epoch 784 | loss: 0.031143 | val_loss: 0.0311652 | Time: 3034.18 ms [2020-12-19 12:03:11 main:581] : INFO : Epoch 785 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 3040.07 ms [2020-12-19 12:03:14 main:581] : INFO : Epoch 786 | loss: 0.0311458 | val_loss: 0.0311722 | Time: 3037.64 ms [2020-12-19 12:03:17 main:581] : INFO : Epoch 787 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 3035.8 ms [2020-12-19 12:03:20 main:581] : INFO : Epoch 788 | loss: 0.0311431 | val_loss: 0.0311649 | Time: 3033.94 ms [2020-12-19 12:03:23 main:581] : INFO : Epoch 789 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 3039.71 ms [2020-12-19 12:03:26 main:581] : INFO : Epoch 790 | loss: 0.0311428 | val_loss: 0.031167 | Time: 3039.21 ms [2020-12-19 12:03:29 main:581] : INFO : Epoch 791 | loss: 0.0311432 | val_loss: 0.0311682 | Time: 3038.99 ms [2020-12-19 12:03:32 main:581] : INFO : Epoch 792 | loss: 0.0311452 | val_loss: 0.0311734 | Time: 3035.08 ms [2020-12-19 12:03:35 main:581] : INFO : Epoch 793 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 3039.05 ms [2020-12-19 12:03:38 main:581] : INFO : Epoch 794 | loss: 0.031145 | val_loss: 0.0311716 | Time: 3032.9 ms [2020-12-19 12:03:42 main:581] : INFO : Epoch 795 | loss: 0.0311437 | val_loss: 0.0311664 | Time: 3037.04 ms [2020-12-19 12:03:45 main:581] : INFO : Epoch 796 | loss: 0.0311444 | val_loss: 0.0311696 | Time: 3040.46 ms [2020-12-19 12:03:48 main:581] : INFO : Epoch 797 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 3037.6 ms [2020-12-19 12:03:51 main:581] : INFO : Epoch 798 | loss: 0.0311436 | val_loss: 0.0311688 | Time: 3037.4 ms [2020-12-19 12:03:54 main:581] : INFO : Epoch 799 | loss: 0.0311444 | val_loss: 0.0311695 | Time: 3037.03 ms [2020-12-19 12:03:57 main:581] : INFO : Epoch 800 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 3038.33 ms [2020-12-19 12:04:00 main:581] : INFO : Epoch 801 | loss: 0.031147 | val_loss: 0.0311678 | Time: 3034.52 ms [2020-12-19 12:04:03 main:581] : INFO : Epoch 802 | loss: 0.031145 | val_loss: 0.0311681 | Time: 3034.67 ms [2020-12-19 12:04:06 main:581] : INFO : Epoch 803 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 3041.82 ms [2020-12-19 12:04:09 main:581] : INFO : Epoch 804 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 3038.81 ms [2020-12-19 12:04:12 main:581] : INFO : Epoch 805 | loss: 0.0311441 | val_loss: 0.0311706 | Time: 3034.4 ms [2020-12-19 12:04:15 main:581] : INFO : Epoch 806 | loss: 0.0311451 | val_loss: 0.0311703 | Time: 3040.54 ms [2020-12-19 12:04:18 main:581] : INFO : Epoch 807 | loss: 0.0311448 | val_loss: 0.031167 | Time: 3041.11 ms [2020-12-19 12:04:21 main:581] : INFO : Epoch 808 | loss: 0.0311468 | val_loss: 0.031171 | Time: 3036.69 ms [2020-12-19 12:04:24 main:581] : INFO : Epoch 809 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 3033.49 ms [2020-12-19 12:04:27 main:581] : INFO : Epoch 810 | loss: 0.0311432 | val_loss: 0.0311692 | Time: 3036.77 ms [2020-12-19 12:04:30 main:581] : INFO : Epoch 811 | loss: 0.031143 | val_loss: 0.0311667 | Time: 3040.98 ms [2020-12-19 12:04:33 main:581] : INFO : Epoch 812 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 3038.65 ms [2020-12-19 12:04:36 main:581] : INFO : Epoch 813 | loss: 0.031147 | val_loss: 0.0311658 | Time: 3037.13 ms [2020-12-19 12:04:39 main:581] : INFO : Epoch 814 | loss: 0.031147 | val_loss: 0.0311668 | Time: 3040.43 ms [2020-12-19 12:04:42 main:581] : INFO : Epoch 815 | loss: 0.0311472 | val_loss: 0.0311683 | Time: 3037.1 ms [2020-12-19 12:04:45 main:581] : INFO : Epoch 816 | loss: 0.0311481 | val_loss: 0.0311694 | Time: 3033.16 ms [2020-12-19 12:04:48 main:581] : INFO : Epoch 817 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 3042 ms [2020-12-19 12:04:51 main:581] : INFO : Epoch 818 | loss: 0.031145 | val_loss: 0.031167 | Time: 3039.57 ms [2020-12-19 12:04:54 main:581] : INFO : Epoch 819 | loss: 0.0311447 | val_loss: 0.031169 | Time: 3035.2 ms [2020-12-19 12:04:57 main:581] : INFO : Epoch 820 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 3040.68 ms [2020-12-19 12:05:01 main:581] : INFO : Epoch 821 | loss: 0.0311452 | val_loss: 0.0311661 | Time: 3034.41 ms [2020-12-19 12:05:04 main:581] : INFO : Epoch 822 | loss: 0.0311443 | val_loss: 0.0311685 | Time: 3031.25 ms [2020-12-19 12:05:07 main:581] : INFO : Epoch 823 | loss: 0.031144 | val_loss: 0.0311682 | Time: 3037.5 ms [2020-12-19 12:05:10 main:581] : INFO : Epoch 824 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 3044.62 ms [2020-12-19 12:05:13 main:581] : INFO : Epoch 825 | loss: 0.0311485 | val_loss: 0.0311712 | Time: 3037.55 ms [2020-12-19 12:05:16 main:581] : INFO : Epoch 826 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 3035.8 ms [2020-12-19 12:05:19 main:581] : INFO : Epoch 827 | loss: 0.0311455 | val_loss: 0.0311702 | Time: 3041.34 ms [2020-12-19 12:05:22 main:581] : INFO : Epoch 828 | loss: 0.0311444 | val_loss: 0.0311707 | Time: 3039.27 ms [2020-12-19 12:05:25 main:581] : INFO : Epoch 829 | loss: 0.0311445 | val_loss: 0.0311713 | Time: 3039.06 ms [2020-12-19 12:05:28 main:581] : INFO : Epoch 830 | loss: 0.0311448 | val_loss: 0.03117 | Time: 3034.99 ms [2020-12-19 12:05:31 main:581] : INFO : Epoch 831 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 3038.98 ms [2020-12-19 12:05:34 main:581] : INFO : Epoch 832 | loss: 0.031149 | val_loss: 0.031169 | Time: 3036.28 ms [2020-12-19 12:05:37 main:581] : INFO : Epoch 833 | loss: 0.0311483 | val_loss: 0.03117 | Time: 3034.18 ms [2020-12-19 12:05:40 main:581] : INFO : Epoch 834 | loss: 0.0311472 | val_loss: 0.0311691 | Time: 3035.79 ms [2020-12-19 12:05:43 main:581] : INFO : Epoch 835 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 3044.81 ms [2020-12-19 12:05:46 main:581] : INFO : Epoch 836 | loss: 0.031145 | val_loss: 0.0311666 | Time: 3035.16 ms [2020-12-19 12:05:49 main:581] : INFO : Epoch 837 | loss: 0.0311449 | val_loss: 0.0311679 | Time: 3036.85 ms [2020-12-19 12:05:52 main:581] : INFO : Epoch 838 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 3039.37 ms [2020-12-19 12:05:55 main:581] : INFO : Epoch 839 | loss: 0.031145 | val_loss: 0.0311665 | Time: 3036.26 ms [2020-12-19 12:05:58 main:581] : INFO : Epoch 840 | loss: 0.0311462 | val_loss: 0.0311718 | Time: 3038.13 ms [2020-12-19 12:06:01 main:581] : INFO : Epoch 841 | loss: 0.0311462 | val_loss: 0.0311661 | Time: 3040.36 ms [2020-12-19 12:06:04 main:581] : INFO : Epoch 842 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 3042.19 ms [2020-12-19 12:06:07 main:581] : INFO : Epoch 843 | loss: 0.0311455 | val_loss: 0.0311665 | Time: 3043.75 ms [2020-12-19 12:06:10 main:581] : INFO : Epoch 844 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 3066.41 ms [2020-12-19 12:06:14 main:581] : INFO : Epoch 845 | loss: 0.031145 | val_loss: 0.0311702 | Time: 3096.06 ms [2020-12-19 12:06:17 main:581] : INFO : Epoch 846 | loss: 0.0311434 | val_loss: 0.0311667 | Time: 3118.17 ms [2020-12-19 12:06:20 main:581] : INFO : Epoch 847 | loss: 0.0311441 | val_loss: 0.031167 | Time: 3150.54 ms [2020-12-19 12:06:23 main:581] : INFO : Epoch 848 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 3115.77 ms [2020-12-19 12:06:26 main:581] : INFO : Epoch 849 | loss: 0.0311432 | val_loss: 0.0311685 | Time: 3118.97 ms [2020-12-19 12:06:29 main:581] : INFO : Epoch 850 | loss: 0.0311442 | val_loss: 0.0311685 | Time: 3103.57 ms [2020-12-19 12:06:32 main:581] : INFO : Epoch 851 | loss: 0.0311435 | val_loss: 0.0311724 | Time: 3195.15 ms [2020-12-19 12:06:36 main:581] : INFO : Epoch 852 | loss: 0.0311428 | val_loss: 0.0311741 | Time: 3226.12 ms [2020-12-19 12:06:39 main:581] : INFO : Epoch 853 | loss: 0.0311426 | val_loss: 0.0311729 | Time: 3074.59 ms [2020-12-19 12:06:42 main:581] : INFO : Epoch 854 | loss: 0.031144 | val_loss: 0.0311744 | Time: 3053.81 ms [2020-12-19 12:06:45 main:581] : INFO : Epoch 855 | loss: 0.0311443 | val_loss: 0.0311728 | Time: 3078.11 ms [2020-12-19 12:06:48 main:581] : INFO : Epoch 856 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 3178.21 ms [2020-12-19 12:06:51 main:581] : INFO : Epoch 857 | loss: 0.0311453 | val_loss: 0.0311709 | Time: 3049.01 ms [2020-12-19 12:06:54 main:581] : INFO : Epoch 858 | loss: 0.0311454 | val_loss: 0.0311737 | Time: 3044.27 ms [2020-12-19 12:06:57 main:581] : INFO : Epoch 859 | loss: 0.0311455 | val_loss: 0.0311755 | Time: 3050.41 ms [2020-12-19 12:07:00 main:581] : INFO : Epoch 860 | loss: 0.0311418 | val_loss: 0.0311708 | Time: 3145.75 ms [2020-12-19 12:07:03 main:581] : INFO : Epoch 861 | loss: 0.0311413 | val_loss: 0.0311712 | Time: 3244.2 ms [2020-12-19 12:07:07 main:581] : INFO : Epoch 862 | loss: 0.0311408 | val_loss: 0.031171 | Time: 3044.39 ms [2020-12-19 12:07:10 main:581] : INFO : Epoch 863 | loss: 0.031144 | val_loss: 0.0311719 | Time: 3047.8 ms [2020-12-19 12:07:13 main:581] : INFO : Epoch 864 | loss: 0.0311451 | val_loss: 0.0311734 | Time: 3042.98 ms [2020-12-19 12:07:16 main:581] : INFO : Epoch 865 | loss: 0.0311431 | val_loss: 0.031168 | Time: 3069.32 ms [2020-12-19 12:07:19 main:581] : INFO : Epoch 866 | loss: 0.0311437 | val_loss: 0.0311677 | Time: 3047.06 ms [2020-12-19 12:07:22 main:581] : INFO : Epoch 867 | loss: 0.0311452 | val_loss: 0.0311684 | Time: 3046.05 ms [2020-12-19 12:07:25 main:581] : INFO : Epoch 868 | loss: 0.031145 | val_loss: 0.0311716 | Time: 3040.28 ms [2020-12-19 12:07:28 main:581] : INFO : Epoch 869 | loss: 0.0311458 | val_loss: 0.0311711 | Time: 3044.35 ms [2020-12-19 12:07:31 main:581] : INFO : Epoch 870 | loss: 0.0311453 | val_loss: 0.0311698 | Time: 3151.19 ms [2020-12-19 12:07:34 main:581] : INFO : Epoch 871 | loss: 0.0311443 | val_loss: 0.0311763 | Time: 3111.27 ms [2020-12-19 12:07:37 main:581] : INFO : Epoch 872 | loss: 0.0311433 | val_loss: 0.0311732 | Time: 3093.51 ms [2020-12-19 12:07:40 main:581] : INFO : Epoch 873 | loss: 0.0311422 | val_loss: 0.0311718 | Time: 3051.11 ms [2020-12-19 12:07:43 main:581] : INFO : Epoch 874 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 3054.58 ms [2020-12-19 12:07:46 main:581] : INFO : Epoch 875 | loss: 0.0311403 | val_loss: 0.0311791 | Time: 3127.52 ms [2020-12-19 12:07:50 main:581] : INFO : Epoch 876 | loss: 0.0311395 | val_loss: 0.0311713 | Time: 3143.39 ms [2020-12-19 12:07:53 main:581] : INFO : Epoch 877 | loss: 0.0311388 | val_loss: 0.0311737 | Time: 3064.77 ms [2020-12-19 12:07:56 main:581] : INFO : Epoch 878 | loss: 0.0311389 | val_loss: 0.0311706 | Time: 3042.6 ms [2020-12-19 12:07:59 main:581] : INFO : Epoch 879 | loss: 0.0311396 | val_loss: 0.0311714 | Time: 3044.88 ms [2020-12-19 12:08:02 main:581] : INFO : Epoch 880 | loss: 0.0311411 | val_loss: 0.0311696 | Time: 3051.94 ms [2020-12-19 12:08:05 main:581] : INFO : Epoch 881 | loss: 0.0311412 | val_loss: 0.0311747 | Time: 3126.46 ms [2020-12-19 12:08:08 main:581] : INFO : Epoch 882 | loss: 0.0311418 | val_loss: 0.0311699 | Time: 3121.54 ms [2020-12-19 12:08:11 main:581] : INFO : Epoch 883 | loss: 0.0311417 | val_loss: 0.0311712 | Time: 3053.34 ms [2020-12-19 12:08:14 main:581] : INFO : Epoch 884 | loss: 0.0311415 | val_loss: 0.0311749 | Time: 3059.99 ms [2020-12-19 12:08:17 main:581] : INFO : Epoch 885 | loss: 0.0311409 | val_loss: 0.0311741 | Time: 3161.76 ms [2020-12-19 12:08:21 main:581] : INFO : Epoch 886 | loss: 0.0311402 | val_loss: 0.0311742 | Time: 3159.5 ms [2020-12-19 12:08:24 main:581] : INFO : Epoch 887 | loss: 0.031143 | val_loss: 0.031169 | Time: 3151.68 ms [2020-12-19 12:08:27 main:581] : INFO : Epoch 888 | loss: 0.0311393 | val_loss: 0.0311711 | Time: 3125.47 ms [2020-12-19 12:08:30 main:581] : INFO : Epoch 889 | loss: 0.0311403 | val_loss: 0.0311691 | Time: 3151.4 ms [2020-12-19 12:08:33 main:581] : INFO : Epoch 890 | loss: 0.0311395 | val_loss: 0.0311698 | Time: 3185.68 ms [2020-12-19 12:08:36 main:581] : INFO : Epoch 891 | loss: 0.0311397 | val_loss: 0.0311692 | Time: 3080.06 ms [2020-12-19 12:08:39 main:581] : INFO : Epoch 892 | loss: 0.0311383 | val_loss: 0.0311726 | Time: 3101.12 ms [2020-12-19 12:08:42 main:581] : INFO : Epoch 893 | loss: 0.0311409 | val_loss: 0.0311698 | Time: 3167.03 ms [2020-12-19 12:08:46 main:581] : INFO : Epoch 894 | loss: 0.031145 | val_loss: 0.0311697 | Time: 3106.38 ms [2020-12-19 12:08:49 main:581] : INFO : Epoch 895 | loss: 0.031146 | val_loss: 0.0311666 | Time: 3127.45 ms [2020-12-19 12:08:52 main:581] : INFO : Epoch 896 | loss: 0.0311428 | val_loss: 0.0311728 | Time: 3181.1 ms [2020-12-19 12:08:55 main:581] : INFO : Epoch 897 | loss: 0.031142 | val_loss: 0.0311686 | Time: 3103.78 ms [2020-12-19 12:08:58 main:581] : INFO : Epoch 898 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 3126.6 ms [2020-12-19 12:09:01 main:581] : INFO : Epoch 899 | loss: 0.0311413 | val_loss: 0.0311717 | Time: 3215 ms [2020-12-19 12:09:04 main:581] : INFO : Epoch 900 | loss: 0.0311424 | val_loss: 0.0311698 | Time: 3145.64 ms [2020-12-19 12:09:08 main:581] : INFO : Epoch 901 | loss: 0.031141 | val_loss: 0.0311689 | Time: 3135.2 ms [2020-12-19 12:09:11 main:581] : INFO : Epoch 902 | loss: 0.0311454 | val_loss: 0.0311736 | Time: 3185.44 ms [2020-12-19 12:09:14 main:581] : INFO : Epoch 903 | loss: 0.0311469 | val_loss: 0.0311712 | Time: 3148.4 ms [2020-12-19 12:09:17 main:581] : INFO : Epoch 904 | loss: 0.0311458 | val_loss: 0.031169 | Time: 3113.19 ms [2020-12-19 12:09:20 main:581] : INFO : Epoch 905 | loss: 0.0311438 | val_loss: 0.0311716 | Time: 3095.38 ms [2020-12-19 12:09:23 main:581] : INFO : Epoch 906 | loss: 0.0311443 | val_loss: 0.0311695 | Time: 3149.48 ms [2020-12-19 12:09:26 main:581] : INFO : Epoch 907 | loss: 0.0311431 | val_loss: 0.0311677 | Time: 3167.66 ms [2020-12-19 12:09:30 main:581] : INFO : Epoch 908 | loss: 0.0311421 | val_loss: 0.0311686 | Time: 3119.7 ms [2020-12-19 12:09:33 main:581] : INFO : Epoch 909 | loss: 0.0311415 | val_loss: 0.0311692 | Time: 3170.64 ms [2020-12-19 12:09:36 main:581] : INFO : Epoch 910 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 3071.96 ms [2020-12-19 12:09:39 main:581] : INFO : Epoch 911 | loss: 0.0311415 | val_loss: 0.0311698 | Time: 3051.59 ms [2020-12-19 12:09:42 main:581] : INFO : Epoch 912 | loss: 0.031142 | val_loss: 0.0311714 | Time: 3053 ms [2020-12-19 12:09:45 main:581] : INFO : Epoch 913 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 3051.86 ms [2020-12-19 12:09:48 main:581] : INFO : Epoch 914 | loss: 0.0311429 | val_loss: 0.031171 | Time: 3133.58 ms [2020-12-19 12:09:51 main:581] : INFO : Epoch 915 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 3124.17 ms [2020-12-19 12:09:54 main:581] : INFO : Epoch 916 | loss: 0.031145 | val_loss: 0.0311686 | Time: 3164.2 ms [2020-12-19 12:09:58 main:581] : INFO : Epoch 917 | loss: 0.0311417 | val_loss: 0.0311699 | Time: 3186.44 ms [2020-12-19 12:10:01 main:581] : INFO : Epoch 918 | loss: 0.0311416 | val_loss: 0.0311706 | Time: 3119.01 ms [2020-12-19 12:10:04 main:581] : INFO : Epoch 919 | loss: 0.0311423 | val_loss: 0.031169 | Time: 3159.68 ms [2020-12-19 12:10:07 main:581] : INFO : Epoch 920 | loss: 0.0311426 | val_loss: 0.0311719 | Time: 3059.17 ms [2020-12-19 12:10:10 main:581] : INFO : Epoch 921 | loss: 0.0311412 | val_loss: 0.0311705 | Time: 3147.28 ms [2020-12-19 12:10:13 main:581] : INFO : Epoch 922 | loss: 0.0311421 | val_loss: 0.0311697 | Time: 3108.27 ms [2020-12-19 12:10:16 main:581] : INFO : Epoch 923 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 3126.25 ms [2020-12-19 12:10:19 main:581] : INFO : Epoch 924 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 3049.46 ms [2020-12-19 12:10:22 main:581] : INFO : Epoch 925 | loss: 0.03114 | val_loss: 0.03117 | Time: 3056.53 ms [2020-12-19 12:10:26 main:581] : INFO : Epoch 926 | loss: 0.0311406 | val_loss: 0.0311668 | Time: 3091.25 ms [2020-12-19 12:10:29 main:581] : INFO : Epoch 927 | loss: 0.0311403 | val_loss: 0.0311729 | Time: 3075.3 ms [2020-12-19 12:10:32 main:581] : INFO : Epoch 928 | loss: 0.0311408 | val_loss: 0.0311726 | Time: 3184 ms [2020-12-19 12:10:35 main:581] : INFO : Epoch 929 | loss: 0.0311444 | val_loss: 0.0312014 | Time: 3138.76 ms [2020-12-19 12:10:38 main:581] : INFO : Epoch 930 | loss: 0.0312018 | val_loss: 0.0313249 | Time: 3083.26 ms [2020-12-19 12:10:41 main:581] : INFO : Epoch 931 | loss: 0.0312528 | val_loss: 0.0312553 | Time: 3157.02 ms [2020-12-19 12:10:44 main:581] : INFO : Epoch 932 | loss: 0.0312865 | val_loss: 0.0312489 | Time: 3165.07 ms [2020-12-19 12:10:47 main:581] : INFO : Epoch 933 | loss: 0.0311988 | val_loss: 0.0311853 | Time: 3151.54 ms [2020-12-19 12:10:51 main:581] : INFO : Epoch 934 | loss: 0.0311567 | val_loss: 0.0311883 | Time: 3080.09 ms [2020-12-19 12:10:54 main:581] : INFO : Epoch 935 | loss: 0.0311531 | val_loss: 0.0311762 | Time: 3132.03 ms [2020-12-19 12:10:57 main:581] : INFO : Epoch 936 | loss: 0.0311396 | val_loss: 0.0311713 | Time: 3078.76 ms [2020-12-19 12:11:00 main:581] : INFO : Epoch 937 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 3086.56 ms [2020-12-19 12:11:03 main:581] : INFO : Epoch 938 | loss: 0.0311396 | val_loss: 0.0311694 | Time: 3141.27 ms [2020-12-19 12:11:06 main:581] : INFO : Epoch 939 | loss: 0.0311404 | val_loss: 0.0311707 | Time: 3102.11 ms [2020-12-19 12:11:09 main:581] : INFO : Epoch 940 | loss: 0.0311392 | val_loss: 0.03117 | Time: 3099.53 ms [2020-12-19 12:11:12 main:581] : INFO : Epoch 941 | loss: 0.0311376 | val_loss: 0.0311705 | Time: 3058.2 ms [2020-12-19 12:11:15 main:581] : INFO : Epoch 942 | loss: 0.0311386 | val_loss: 0.0311714 | Time: 3046.04 ms [2020-12-19 12:11:18 main:581] : INFO : Epoch 943 | loss: 0.0311371 | val_loss: 0.031171 | Time: 3103.89 ms [2020-12-19 12:11:22 main:581] : INFO : Epoch 944 | loss: 0.0311373 | val_loss: 0.0311725 | Time: 3127.71 ms [2020-12-19 12:11:25 main:581] : INFO : Epoch 945 | loss: 0.031139 | val_loss: 0.0311683 | Time: 3137.91 ms [2020-12-19 12:11:28 main:581] : INFO : Epoch 946 | loss: 0.0311393 | val_loss: 0.0311709 | Time: 3073.84 ms [2020-12-19 12:11:31 main:581] : INFO : Epoch 947 | loss: 0.0311386 | val_loss: 0.031169 | Time: 3046.59 ms [2020-12-19 12:11:34 main:581] : INFO : Epoch 948 | loss: 0.0311392 | val_loss: 0.0311697 | Time: 3046.35 ms [2020-12-19 12:11:37 main:581] : INFO : Epoch 949 | loss: 0.0311406 | val_loss: 0.0311678 | Time: 3045.07 ms [2020-12-19 12:11:40 main:581] : INFO : Epoch 950 | loss: 0.0311404 | val_loss: 0.031173 | Time: 3145.6 ms [2020-12-19 12:11:43 main:581] : INFO : Epoch 951 | loss: 0.0311396 | val_loss: 0.0311719 | Time: 3072.08 ms [2020-12-19 12:11:46 main:581] : INFO : Epoch 952 | loss: 0.0311398 | val_loss: 0.0311709 | Time: 3078.91 ms [2020-12-19 12:11:49 main:581] : INFO : Epoch 953 | loss: 0.0311422 | val_loss: 0.0311735 | Time: 3272.37 ms [2020-12-19 12:11:53 main:581] : INFO : Epoch 954 | loss: 0.0311399 | val_loss: 0.0311688 | Time: 3228.72 ms [2020-12-19 12:11:56 main:581] : INFO : Epoch 955 | loss: 0.0311408 | val_loss: 0.0311718 | Time: 3153.87 ms [2020-12-19 12:11:59 main:581] : INFO : Epoch 956 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 3039.37 ms [2020-12-19 12:12:02 main:581] : INFO : Epoch 957 | loss: 0.0311398 | val_loss: 0.031167 | Time: 3047 ms [2020-12-19 12:12:05 main:581] : INFO : Epoch 958 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 3133.44 ms [2020-12-19 12:12:08 main:581] : INFO : Epoch 959 | loss: 0.0311446 | val_loss: 0.0311694 | Time: 3053.2 ms [2020-12-19 12:12:11 main:581] : INFO : Epoch 960 | loss: 0.0311459 | val_loss: 0.031173 | Time: 3205.82 ms [2020-12-19 12:12:15 main:581] : INFO : Epoch 961 | loss: 0.0311456 | val_loss: 0.0311711 | Time: 3204.52 ms [2020-12-19 12:12:18 main:581] : INFO : Epoch 962 | loss: 0.0311448 | val_loss: 0.0311702 | Time: 3121.77 ms [2020-12-19 12:12:21 main:581] : INFO : Epoch 963 | loss: 0.0311424 | val_loss: 0.0311688 | Time: 3040.99 ms [2020-12-19 12:12:24 main:581] : INFO : Epoch 964 | loss: 0.0311415 | val_loss: 0.0311702 | Time: 3044.69 ms [2020-12-19 12:12:27 main:581] : INFO : Epoch 965 | loss: 0.0311424 | val_loss: 0.0311724 | Time: 3141.63 ms [2020-12-19 12:12:30 main:581] : INFO : Epoch 966 | loss: 0.0311414 | val_loss: 0.0311753 | Time: 3153.11 ms [2020-12-19 12:12:33 main:581] : INFO : Epoch 967 | loss: 0.0311413 | val_loss: 0.0311722 | Time: 3052.73 ms [2020-12-19 12:12:36 main:581] : INFO : Epoch 968 | loss: 0.0311424 | val_loss: 0.0311708 | Time: 3081.42 ms [2020-12-19 12:12:39 main:581] : INFO : Epoch 969 | loss: 0.0311431 | val_loss: 0.0311674 | Time: 3067.62 ms [2020-12-19 12:12:42 main:581] : INFO : Epoch 970 | loss: 0.0311428 | val_loss: 0.0311713 | Time: 3058.6 ms [2020-12-19 12:12:46 main:581] : INFO : Epoch 971 | loss: 0.031142 | val_loss: 0.031172 | Time: 3215.8 ms [2020-12-19 12:12:49 main:581] : INFO : Epoch 972 | loss: 0.0311405 | val_loss: 0.0311719 | Time: 3164.87 ms [2020-12-19 12:12:52 main:581] : INFO : Epoch 973 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 3043.17 ms [2020-12-19 12:12:55 main:581] : INFO : Epoch 974 | loss: 0.0311402 | val_loss: 0.031169 | Time: 3047.24 ms [2020-12-19 12:12:58 main:581] : INFO : Epoch 975 | loss: 0.0311413 | val_loss: 0.0311726 | Time: 3101.67 ms [2020-12-19 12:13:01 main:581] : INFO : Epoch 976 | loss: 0.0311406 | val_loss: 0.0311705 | Time: 3090.41 ms [2020-12-19 12:13:04 main:581] : INFO : Epoch 977 | loss: 0.0311393 | val_loss: 0.0311705 | Time: 3042.67 ms [2020-12-19 12:13:07 main:581] : INFO : Epoch 978 | loss: 0.0311396 | val_loss: 0.0311733 | Time: 3043.46 ms [2020-12-19 12:13:10 main:581] : INFO : Epoch 979 | loss: 0.0311398 | val_loss: 0.0311683 | Time: 3050.47 ms [2020-12-19 12:13:13 main:581] : INFO : Epoch 980 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 3045.53 ms [2020-12-19 12:13:16 main:581] : INFO : Epoch 981 | loss: 0.0311433 | val_loss: 0.0311668 | Time: 3046.12 ms [2020-12-19 12:13:19 main:581] : INFO : Epoch 982 | loss: 0.0311409 | val_loss: 0.0311669 | Time: 3124.89 ms [2020-12-19 12:13:22 main:581] : INFO : Epoch 983 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 3061.02 ms [2020-12-19 12:13:25 main:581] : INFO : Epoch 984 | loss: 0.0311405 | val_loss: 0.0311698 | Time: 3075.75 ms [2020-12-19 12:13:29 main:581] : INFO : Epoch 985 | loss: 0.0311402 | val_loss: 0.0311691 | Time: 3115.83 ms [2020-12-19 12:13:32 main:581] : INFO : Epoch 986 | loss: 0.0311401 | val_loss: 0.0311726 | Time: 3166 ms [2020-12-19 12:13:35 main:581] : INFO : Epoch 987 | loss: 0.0311391 | val_loss: 0.0311703 | Time: 3062.17 ms [2020-12-19 12:13:38 main:581] : INFO : Epoch 988 | loss: 0.0311404 | val_loss: 0.0311704 | Time: 3159.09 ms [2020-12-19 12:13:41 main:581] : INFO : Epoch 989 | loss: 0.0311404 | val_loss: 0.0311692 | Time: 3116.15 ms [2020-12-19 12:13:44 main:581] : INFO : Epoch 990 | loss: 0.0311408 | val_loss: 0.0311743 | Time: 3105.89 ms [2020-12-19 12:13:47 main:581] : INFO : Epoch 991 | loss: 0.0311405 | val_loss: 0.0311697 | Time: 3097.35 ms [2020-12-19 12:13:50 main:581] : INFO : Epoch 992 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 3116.83 ms [2020-12-19 12:13:53 main:581] : INFO : Epoch 993 | loss: 0.0311408 | val_loss: 0.031167 | Time: 3063.34 ms [2020-12-19 12:13:57 main:581] : INFO : Epoch 994 | loss: 0.0311398 | val_loss: 0.0311675 | Time: 3063.93 ms [2020-12-19 12:14:00 main:581] : INFO : Epoch 995 | loss: 0.0311375 | val_loss: 0.0311696 | Time: 3061.83 ms [2020-12-19 12:14:03 main:581] : INFO : Epoch 996 | loss: 0.0311402 | val_loss: 0.0311711 | Time: 3074.88 ms [2020-12-19 12:14:06 main:581] : INFO : Epoch 997 | loss: 0.0311391 | val_loss: 0.0311746 | Time: 3060.4 ms [2020-12-19 12:14:09 main:581] : INFO : Epoch 998 | loss: 0.0311401 | val_loss: 0.0311696 | Time: 3057.95 ms [2020-12-19 12:14:12 main:581] : INFO : Epoch 999 | loss: 0.0311389 | val_loss: 0.03117 | Time: 3060.12 ms [2020-12-19 12:14:15 main:581] : INFO : Epoch 1000 | loss: 0.0311379 | val_loss: 0.0311687 | Time: 3069.75 ms [2020-12-19 12:14:18 main:581] : INFO : Epoch 1001 | loss: 0.0311386 | val_loss: 0.0311677 | Time: 3063.82 ms [2020-12-19 12:14:21 main:581] : INFO : Epoch 1002 | loss: 0.03114 | val_loss: 0.0311678 | Time: 3059.79 ms [2020-12-19 12:14:24 main:581] : INFO : Epoch 1003 | loss: 0.0311404 | val_loss: 0.031168 | Time: 3058.98 ms [2020-12-19 12:14:27 main:581] : INFO : Epoch 1004 | loss: 0.0311379 | val_loss: 0.0311694 | Time: 3086.48 ms [2020-12-19 12:14:30 main:581] : INFO : Epoch 1005 | loss: 0.0311386 | val_loss: 0.0311697 | Time: 3045.56 ms [2020-12-19 12:14:33 main:581] : INFO : Epoch 1006 | loss: 0.0311402 | val_loss: 0.0311707 | Time: 3081.26 ms [2020-12-19 12:14:36 main:581] : INFO : Epoch 1007 | loss: 0.0311435 | val_loss: 0.031182 | Time: 3045.05 ms [2020-12-19 12:14:39 main:581] : INFO : Epoch 1008 | loss: 0.0311402 | val_loss: 0.0311684 | Time: 3053.34 ms [2020-12-19 12:14:43 main:581] : INFO : Epoch 1009 | loss: 0.0311379 | val_loss: 0.0311679 | Time: 3110.18 ms [2020-12-19 12:14:46 main:581] : INFO : Epoch 1010 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 3059.75 ms [2020-12-19 12:14:49 main:581] : INFO : Epoch 1011 | loss: 0.031137 | val_loss: 0.031171 | Time: 3047.97 ms [2020-12-19 12:14:52 main:581] : INFO : Epoch 1012 | loss: 0.0311374 | val_loss: 0.0311671 | Time: 3168.4 ms [2020-12-19 12:14:55 main:581] : INFO : Epoch 1013 | loss: 0.0311366 | val_loss: 0.0311671 | Time: 3087.14 ms [2020-12-19 12:14:58 main:581] : INFO : Epoch 1014 | loss: 0.0311357 | val_loss: 0.0311691 | Time: 3135.7 ms [2020-12-19 12:15:01 main:581] : INFO : Epoch 1015 | loss: 0.0311367 | val_loss: 0.0311703 | Time: 3093.52 ms [2020-12-19 12:15:04 main:581] : INFO : Epoch 1016 | loss: 0.0311365 | val_loss: 0.0311749 | Time: 3078.32 ms [2020-12-19 12:15:07 main:581] : INFO : Epoch 1017 | loss: 0.0311366 | val_loss: 0.0311658 | Time: 3085.32 ms [2020-12-19 12:15:10 main:581] : INFO : Epoch 1018 | loss: 0.0311374 | val_loss: 0.031168 | Time: 3058.57 ms [2020-12-19 12:15:13 main:581] : INFO : Epoch 1019 | loss: 0.0311379 | val_loss: 0.0311704 | Time: 3050.24 ms [2020-12-19 12:15:16 main:581] : INFO : Epoch 1020 | loss: 0.0311378 | val_loss: 0.0311686 | Time: 3053.43 ms [2020-12-19 12:15:20 main:581] : INFO : Epoch 1021 | loss: 0.0311385 | val_loss: 0.0311744 | Time: 3067.32 ms [2020-12-19 12:15:23 main:581] : INFO : Epoch 1022 | loss: 0.0311401 | val_loss: 0.0311713 | Time: 3046.52 ms [2020-12-19 12:15:26 main:581] : INFO : Epoch 1023 | loss: 0.0311398 | val_loss: 0.0311732 | Time: 3041.7 ms [2020-12-19 12:15:29 main:581] : INFO : Epoch 1024 | loss: 0.0311364 | val_loss: 0.0311703 | Time: 3046.89 ms [2020-12-19 12:15:29 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2020-12-19 12:15:29 main:610] : INFO : Saving end state to config to file [2020-12-19 12:15:29 main:615] : INFO : Success, exiting.. 12:15:29 (29228): 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)