Task 3848632
| Name | ParityModified-1605453373-11870-14_1 |
| Workunit | 1905527 |
| Created | 26 Jan 2021, 0:38:49 UTC |
| Sent | 26 Jan 2021, 0:39:22 UTC |
| Report deadline | 2 Feb 2021, 0:39:22 UTC |
| Received | 26 Jan 2021, 5:21:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 35 min 7 sec |
| CPU time | 34 min 41 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 2040.44 ms [2021-01-26 05:03:31 main:574] : INFO : Epoch 515 | loss: 0.031158 | val_loss: 0.0311732 | Time: 2034.79 ms [2021-01-26 05:03:33 main:574] : INFO : Epoch 516 | loss: 0.0311569 | val_loss: 0.0311768 | Time: 2045.63 ms [2021-01-26 05:03:35 main:574] : INFO : Epoch 517 | loss: 0.0311564 | val_loss: 0.031178 | Time: 2047.64 ms [2021-01-26 05:03:37 main:574] : INFO : Epoch 518 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 2042.64 ms [2021-01-26 05:03:39 main:574] : INFO : Epoch 519 | loss: 0.0311569 | val_loss: 0.0311838 | Time: 2037.89 ms [2021-01-26 05:03:41 main:574] : INFO : Epoch 520 | loss: 0.0311589 | val_loss: 0.0311757 | Time: 2049.39 ms [2021-01-26 05:03:43 main:574] : INFO : Epoch 521 | loss: 0.0311537 | val_loss: 0.0311745 | Time: 2042.14 ms [2021-01-26 05:03:45 main:574] : INFO : Epoch 522 | loss: 0.0311524 | val_loss: 0.0311742 | Time: 2037.36 ms [2021-01-26 05:03:47 main:574] : INFO : Epoch 523 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 2037.78 ms [2021-01-26 05:03:49 main:574] : INFO : Epoch 524 | loss: 0.0311523 | val_loss: 0.0311744 | Time: 2045.73 ms [2021-01-26 05:03:51 main:574] : INFO : Epoch 525 | loss: 0.0311527 | val_loss: 0.0311749 | Time: 2046.22 ms [2021-01-26 05:03:54 main:574] : INFO : Epoch 526 | loss: 0.031153 | val_loss: 0.0311748 | Time: 2040.64 ms [2021-01-26 05:03:56 main:574] : INFO : Epoch 527 | loss: 0.0311527 | val_loss: 0.0311736 | Time: 2044.58 ms [2021-01-26 05:03:58 main:574] : INFO : Epoch 528 | loss: 0.0311522 | val_loss: 0.0311758 | Time: 2042.56 ms [2021-01-26 05:04:00 main:574] : INFO : Epoch 529 | loss: 0.0311532 | val_loss: 0.0311746 | Time: 2043.73 ms [2021-01-26 05:04:02 main:574] : INFO : Epoch 530 | loss: 0.0311511 | val_loss: 0.0311747 | Time: 2038.81 ms [2021-01-26 05:04:04 main:574] : INFO : Epoch 531 | loss: 0.0311506 | val_loss: 0.031173 | Time: 2043.43 ms [2021-01-26 05:04:06 main:574] : INFO : Epoch 532 | loss: 0.0311527 | val_loss: 0.0311797 | Time: 2040.17 ms [2021-01-26 05:04:08 main:574] : INFO : Epoch 533 | loss: 0.0311535 | val_loss: 0.0311767 | Time: 2042.44 ms [2021-01-26 05:04:10 main:574] : INFO : Epoch 534 | loss: 0.0311558 | val_loss: 0.0311758 | Time: 2037.26 ms [2021-01-26 05:04:12 main:574] : INFO : Epoch 535 | loss: 0.0311517 | val_loss: 0.0311762 | Time: 2042.66 ms [2021-01-26 05:04:14 main:574] : INFO : Epoch 536 | loss: 0.0311513 | val_loss: 0.0311721 | Time: 2045.55 ms [2021-01-26 05:04:16 main:574] : INFO : Epoch 537 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 2038.74 ms [2021-01-26 05:04:18 main:574] : INFO : Epoch 538 | loss: 0.0311546 | val_loss: 0.0311793 | Time: 2035.48 ms [2021-01-26 05:04:20 main:574] : INFO : Epoch 539 | loss: 0.0311523 | val_loss: 0.0311772 | Time: 2040.7 ms [2021-01-26 05:04:22 main:574] : INFO : Epoch 540 | loss: 0.0311513 | val_loss: 0.031173 | Time: 2039.35 ms [2021-01-26 05:04:24 main:574] : INFO : Epoch 541 | loss: 0.031149 | val_loss: 0.0311725 | Time: 2040.47 ms [2021-01-26 05:04:26 main:574] : INFO : Epoch 542 | loss: 0.0311484 | val_loss: 0.0311734 | Time: 2040.61 ms [2021-01-26 05:04:28 main:574] : INFO : Epoch 543 | loss: 0.0311491 | val_loss: 0.0311739 | Time: 2038.1 ms [2021-01-26 05:04:30 main:574] : INFO : Epoch 544 | loss: 0.0311508 | val_loss: 0.0311738 | Time: 2040.98 ms [2021-01-26 05:04:33 main:574] : INFO : Epoch 545 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 2037.74 ms [2021-01-26 05:04:35 main:574] : INFO : Epoch 546 | loss: 0.0311507 | val_loss: 0.0311707 | Time: 2041.82 ms [2021-01-26 05:04:37 main:574] : INFO : Epoch 547 | loss: 0.0311521 | val_loss: 0.031184 | Time: 2039.55 ms [2021-01-26 05:04:39 main:574] : INFO : Epoch 548 | loss: 0.0311549 | val_loss: 0.0311754 | Time: 2040.52 ms [2021-01-26 05:04:41 main:574] : INFO : Epoch 549 | loss: 0.0311522 | val_loss: 0.0311753 | Time: 2042.04 ms [2021-01-26 05:04:43 main:574] : INFO : Epoch 550 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 2037.75 ms [2021-01-26 05:04:45 main:574] : INFO : Epoch 551 | loss: 0.0311509 | val_loss: 0.0311718 | Time: 2038.53 ms [2021-01-26 05:04:47 main:574] : INFO : Epoch 552 | loss: 0.0311506 | val_loss: 0.0311709 | Time: 2044.59 ms [2021-01-26 05:04:49 main:574] : INFO : Epoch 553 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 2037.6 ms [2021-01-26 05:04:51 main:574] : INFO : Epoch 554 | loss: 0.031155 | val_loss: 0.0311785 | Time: 2041.62 ms [2021-01-26 05:04:53 main:574] : INFO : Epoch 555 | loss: 0.0311531 | val_loss: 0.0311733 | Time: 2034.55 ms [2021-01-26 05:04:55 main:574] : INFO : Epoch 556 | loss: 0.0311521 | val_loss: 0.0311701 | Time: 2044.06 ms [2021-01-26 05:04:57 main:574] : INFO : Epoch 557 | loss: 0.0311519 | val_loss: 0.0311748 | Time: 2045.72 ms [2021-01-26 05:04:59 main:574] : INFO : Epoch 558 | loss: 0.0311504 | val_loss: 0.031174 | Time: 2041.81 ms [2021-01-26 05:05:01 main:574] : INFO : Epoch 559 | loss: 0.0311503 | val_loss: 0.0311756 | Time: 2038.53 ms [2021-01-26 05:05:03 main:574] : INFO : Epoch 560 | loss: 0.0311522 | val_loss: 0.031173 | Time: 2040.79 ms [2021-01-26 05:05:05 main:574] : INFO : Epoch 561 | loss: 0.0311525 | val_loss: 0.031172 | Time: 2041.53 ms [2021-01-26 05:05:07 main:574] : INFO : Epoch 562 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 2044.51 ms [2021-01-26 05:05:09 main:574] : INFO : Epoch 563 | loss: 0.0311542 | val_loss: 0.031176 | Time: 2038.58 ms [2021-01-26 05:05:12 main:574] : INFO : Epoch 564 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 2042.31 ms [2021-01-26 05:05:14 main:574] : INFO : Epoch 565 | loss: 0.0311538 | val_loss: 0.031173 | Time: 2044.04 ms [2021-01-26 05:05:16 main:574] : INFO : Epoch 566 | loss: 0.0311513 | val_loss: 0.0311714 | Time: 2035.82 ms [2021-01-26 05:05:18 main:574] : INFO : Epoch 567 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 2040.77 ms [2021-01-26 05:05:20 main:574] : INFO : Epoch 568 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 2044.84 ms [2021-01-26 05:05:22 main:574] : INFO : Epoch 569 | loss: 0.0311551 | val_loss: 0.0311704 | Time: 2036.9 ms [2021-01-26 05:05:24 main:574] : INFO : Epoch 570 | loss: 0.0311527 | val_loss: 0.0311748 | Time: 2041.81 ms [2021-01-26 05:05:26 main:574] : INFO : Epoch 571 | loss: 0.0311575 | val_loss: 0.0311739 | Time: 2042.22 ms [2021-01-26 05:05:28 main:574] : INFO : Epoch 572 | loss: 0.0311582 | val_loss: 0.0311821 | Time: 2045.19 ms [2021-01-26 05:05:30 main:574] : INFO : Epoch 573 | loss: 0.0311568 | val_loss: 0.0311793 | Time: 2040.18 ms [2021-01-26 05:05:32 main:574] : INFO : Epoch 574 | loss: 0.0311556 | val_loss: 0.0311766 | Time: 2040.13 ms [2021-01-26 05:05:34 main:574] : INFO : Epoch 575 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2043.18 ms [2021-01-26 05:05:36 main:574] : INFO : Epoch 576 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 2048.45 ms [2021-01-26 05:05:38 main:574] : INFO : Epoch 577 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 2042.05 ms [2021-01-26 05:05:40 main:574] : INFO : Epoch 578 | loss: 0.031158 | val_loss: 0.0311721 | Time: 2044.79 ms [2021-01-26 05:05:42 main:574] : INFO : Epoch 579 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2041.48 ms [2021-01-26 05:05:44 main:574] : INFO : Epoch 580 | loss: 0.0311546 | val_loss: 0.0311714 | Time: 2041.38 ms [2021-01-26 05:05:46 main:574] : INFO : Epoch 581 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 2040.43 ms [2021-01-26 05:05:48 main:574] : INFO : Epoch 582 | loss: 0.0311518 | val_loss: 0.0311694 | Time: 2038.49 ms [2021-01-26 05:05:51 main:574] : INFO : Epoch 583 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 2042.75 ms [2021-01-26 05:05:53 main:574] : INFO : Epoch 584 | loss: 0.0311548 | val_loss: 0.0311738 | Time: 2048.04 ms [2021-01-26 05:05:55 main:574] : INFO : Epoch 585 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 2042.78 ms [2021-01-26 05:05:57 main:574] : INFO : Epoch 586 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 2040.89 ms [2021-01-26 05:05:59 main:574] : INFO : Epoch 587 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 2039.95 ms [2021-01-26 05:06:01 main:574] : INFO : Epoch 588 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 2041.36 ms [2021-01-26 05:06:03 main:574] : INFO : Epoch 589 | loss: 0.0311539 | val_loss: 0.0311708 | Time: 2039.08 ms [2021-01-26 05:06:05 main:574] : INFO : Epoch 590 | loss: 0.0311533 | val_loss: 0.0311727 | Time: 2041.83 ms [2021-01-26 05:06:07 main:574] : INFO : Epoch 591 | loss: 0.031154 | val_loss: 0.0311742 | Time: 2041.18 ms [2021-01-26 05:06:09 main:574] : INFO : Epoch 592 | loss: 0.0311545 | val_loss: 0.0311749 | Time: 2037.85 ms [2021-01-26 05:06:11 main:574] : INFO : Epoch 593 | loss: 0.0311549 | val_loss: 0.03117 | Time: 2041.65 ms [2021-01-26 05:06:13 main:574] : INFO : Epoch 594 | loss: 0.031159 | val_loss: 0.0311737 | Time: 2039.63 ms [2021-01-26 05:06:15 main:574] : INFO : Epoch 595 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 2061.68 ms [2021-01-26 05:06:17 main:574] : INFO : Epoch 596 | loss: 0.0311577 | val_loss: 0.0311716 | Time: 2047.58 ms [2021-01-26 05:06:19 main:574] : INFO : Epoch 597 | loss: 0.0311562 | val_loss: 0.031175 | Time: 2037.91 ms [2021-01-26 05:06:21 main:574] : INFO : Epoch 598 | loss: 0.031157 | val_loss: 0.0311722 | Time: 2035.6 ms [2021-01-26 05:06:23 main:574] : INFO : Epoch 599 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2036.21 ms [2021-01-26 05:06:25 main:574] : INFO : Epoch 600 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 2044.06 ms [2021-01-26 05:06:27 main:574] : INFO : Epoch 601 | loss: 0.0311526 | val_loss: 0.031175 | Time: 2042.74 ms [2021-01-26 05:06:30 main:574] : INFO : Epoch 602 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 2037.84 ms [2021-01-26 05:06:32 main:574] : INFO : Epoch 603 | loss: 0.0311545 | val_loss: 0.0311722 | Time: 2035.3 ms [2021-01-26 05:06:34 main:574] : INFO : Epoch 604 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 2042.27 ms [2021-01-26 05:06:36 main:574] : INFO : Epoch 605 | loss: 0.0311529 | val_loss: 0.0311752 | Time: 2043.75 ms [2021-01-26 05:06:38 main:574] : INFO : Epoch 606 | loss: 0.0311516 | val_loss: 0.0311752 | Time: 2042.95 ms [2021-01-26 05:06:40 main:574] : INFO : Epoch 607 | loss: 0.0311536 | val_loss: 0.0311734 | Time: 2040.05 ms [2021-01-26 05:06:42 main:574] : INFO : Epoch 608 | loss: 0.0311532 | val_loss: 0.0311782 | Time: 2037.74 ms [2021-01-26 05:06:44 main:574] : INFO : Epoch 609 | loss: 0.0311507 | val_loss: 0.0311785 | Time: 2043.33 ms [2021-01-26 05:06:46 main:574] : INFO : Epoch 610 | loss: 0.031152 | val_loss: 0.0311744 | Time: 2037.12 ms [2021-01-26 05:06:48 main:574] : INFO : Epoch 611 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 2036.33 ms [2021-01-26 05:06:50 main:574] : INFO : Epoch 612 | loss: 0.0311613 | val_loss: 0.0311717 | Time: 2045.44 ms [2021-01-26 05:06:52 main:574] : INFO : Epoch 613 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 2041.35 ms [2021-01-26 05:06:54 main:574] : INFO : Epoch 614 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 2055.94 ms [2021-01-26 05:06:56 main:574] : INFO : Epoch 615 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 2038.08 ms [2021-01-26 05:06:58 main:574] : INFO : Epoch 616 | loss: 0.0311564 | val_loss: 0.0311721 | Time: 2042.67 ms [2021-01-26 05:07:00 main:574] : INFO : Epoch 617 | loss: 0.0311554 | val_loss: 0.031175 | Time: 2043.83 ms [2021-01-26 05:07:02 main:574] : INFO : Epoch 618 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 2038.9 ms [2021-01-26 05:07:04 main:574] : INFO : Epoch 619 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 2040.53 ms [2021-01-26 05:07:07 main:574] : INFO : Epoch 620 | loss: 0.031157 | val_loss: 0.0311737 | Time: 2041.67 ms [2021-01-26 05:07:09 main:574] : INFO : Epoch 621 | loss: 0.0311649 | val_loss: 0.0311769 | Time: 2037.74 ms [2021-01-26 05:07:11 main:574] : INFO : Epoch 622 | loss: 0.0311596 | val_loss: 0.0311777 | Time: 2039.52 ms [2021-01-26 05:07:13 main:574] : INFO : Epoch 623 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 2042.69 ms [2021-01-26 05:07:15 main:574] : INFO : Epoch 624 | loss: 0.03116 | val_loss: 0.0311743 | Time: 2041.89 ms [2021-01-26 05:07:17 main:574] : INFO : Epoch 625 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2043.87 ms [2021-01-26 05:07:19 main:574] : INFO : Epoch 626 | loss: 0.031156 | val_loss: 0.0311772 | Time: 2043.38 ms [2021-01-26 05:07:21 main:574] : INFO : Epoch 627 | loss: 0.0311555 | val_loss: 0.0311757 | Time: 2033.75 ms [2021-01-26 05:07:23 main:574] : INFO : Epoch 628 | loss: 0.0311542 | val_loss: 0.0311734 | Time: 2043.2 ms [2021-01-26 05:07:25 main:574] : INFO : Epoch 629 | loss: 0.0311533 | val_loss: 0.0311736 | Time: 2044.9 ms [2021-01-26 05:07:27 main:574] : INFO : Epoch 630 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 2042.46 ms [2021-01-26 05:07:29 main:574] : INFO : Epoch 631 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 2037.23 ms [2021-01-26 05:07:31 main:574] : INFO : Epoch 632 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 2048.95 ms [2021-01-26 05:07:33 main:574] : INFO : Epoch 633 | loss: 0.0311538 | val_loss: 0.031176 | Time: 2039.29 ms [2021-01-26 05:07:35 main:574] : INFO : Epoch 634 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 2042.13 ms [2021-01-26 05:07:37 main:574] : INFO : Epoch 635 | loss: 0.0311532 | val_loss: 0.031174 | Time: 2037.83 ms [2021-01-26 05:07:39 main:574] : INFO : Epoch 636 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 2041.9 ms [2021-01-26 05:07:41 main:574] : INFO : Epoch 637 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2038.2 ms [2021-01-26 05:07:43 main:574] : INFO : Epoch 638 | loss: 0.0311602 | val_loss: 0.031173 | Time: 2046.15 ms [2021-01-26 05:07:46 main:574] : INFO : Epoch 639 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 2043.38 ms [2021-01-26 05:07:48 main:574] : INFO : Epoch 640 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 2046.93 ms [2021-01-26 05:07:50 main:574] : INFO : Epoch 641 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 2044.23 ms [2021-01-26 05:07:52 main:574] : INFO : Epoch 642 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 2044.5 ms [2021-01-26 05:07:54 main:574] : INFO : Epoch 643 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 2037.41 ms [2021-01-26 05:07:56 main:574] : INFO : Epoch 644 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 2044.46 ms [2021-01-26 05:07:58 main:574] : INFO : Epoch 645 | loss: 0.0311708 | val_loss: 0.031178 | Time: 2038.42 ms [2021-01-26 05:08:00 main:574] : INFO : Epoch 646 | loss: 0.0311711 | val_loss: 0.0311847 | Time: 2039.19 ms [2021-01-26 05:08:02 main:574] : INFO : Epoch 647 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2041.28 ms [2021-01-26 05:08:04 main:574] : INFO : Epoch 648 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2045.85 ms [2021-01-26 05:08:06 main:574] : INFO : Epoch 649 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 2041.65 ms [2021-01-26 05:08:08 main:574] : INFO : Epoch 650 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 2040.94 ms [2021-01-26 05:08:10 main:574] : INFO : Epoch 651 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 2039.12 ms [2021-01-26 05:08:12 main:574] : INFO : Epoch 652 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 2042.91 ms [2021-01-26 05:08:14 main:574] : INFO : Epoch 653 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 2038.09 ms [2021-01-26 05:08:16 main:574] : INFO : Epoch 654 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 2043 ms [2021-01-26 05:08:18 main:574] : INFO : Epoch 655 | loss: 0.031166 | val_loss: 0.0311719 | Time: 2046.71 ms [2021-01-26 05:08:20 main:574] : INFO : Epoch 656 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 2044.5 ms [2021-01-26 05:08:22 main:574] : INFO : Epoch 657 | loss: 0.0311669 | val_loss: 0.031174 | Time: 2042.1 ms [2021-01-26 05:08:25 main:574] : INFO : Epoch 658 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 2046.86 ms [2021-01-26 05:08:27 main:574] : INFO : Epoch 659 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 2039.93 ms [2021-01-26 05:08:29 main:574] : INFO : Epoch 660 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 2047.15 ms [2021-01-26 05:08:31 main:574] : INFO : Epoch 661 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2043.56 ms [2021-01-26 05:08:33 main:574] : INFO : Epoch 662 | loss: 0.031161 | val_loss: 0.0311748 | Time: 2039.42 ms [2021-01-26 05:08:35 main:574] : INFO : Epoch 663 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 2039.67 ms [2021-01-26 05:08:37 main:574] : INFO : Epoch 664 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 2042.53 ms [2021-01-26 05:08:39 main:574] : INFO : Epoch 665 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 2045.29 ms [2021-01-26 05:08:41 main:574] : INFO : Epoch 666 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 2040.86 ms [2021-01-26 05:08:43 main:574] : INFO : Epoch 667 | loss: 0.0311594 | val_loss: 0.0311781 | Time: 2037.47 ms [2021-01-26 05:08:45 main:574] : INFO : Epoch 668 | loss: 0.031161 | val_loss: 0.0311773 | Time: 2046.91 ms [2021-01-26 05:08:47 main:574] : INFO : Epoch 669 | loss: 0.031161 | val_loss: 0.0311809 | Time: 2044.63 ms [2021-01-26 05:08:49 main:574] : INFO : Epoch 670 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2040.69 ms [2021-01-26 05:08:51 main:574] : INFO : Epoch 671 | loss: 0.03116 | val_loss: 0.0311784 | Time: 2037.05 ms [2021-01-26 05:08:53 main:574] : INFO : Epoch 672 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 2038.3 ms [2021-01-26 05:08:55 main:574] : INFO : Epoch 673 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 2039.7 ms [2021-01-26 05:08:57 main:574] : INFO : Epoch 674 | loss: 0.0311604 | val_loss: 0.0311786 | Time: 2037.23 ms [2021-01-26 05:08:59 main:574] : INFO : Epoch 675 | loss: 0.0311619 | val_loss: 0.0311822 | Time: 2037.89 ms [2021-01-26 05:09:01 main:574] : INFO : Epoch 676 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 2032.17 ms [2021-01-26 05:09:04 main:574] : INFO : Epoch 677 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 2044.92 ms [2021-01-26 05:09:06 main:574] : INFO : Epoch 678 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 2040.93 ms [2021-01-26 05:09:08 main:574] : INFO : Epoch 679 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2040.26 ms [2021-01-26 05:09:10 main:574] : INFO : Epoch 680 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 2044.57 ms [2021-01-26 05:09:12 main:574] : INFO : Epoch 681 | loss: 0.03116 | val_loss: 0.0311816 | Time: 2043.3 ms [2021-01-26 05:09:14 main:574] : INFO : Epoch 682 | loss: 0.0311577 | val_loss: 0.0311713 | Time: 2041.03 ms [2021-01-26 05:09:16 main:574] : INFO : Epoch 683 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 2050.79 ms [2021-01-26 05:09:18 main:574] : INFO : Epoch 684 | loss: 0.031159 | val_loss: 0.031167 | Time: 2035.69 ms [2021-01-26 05:09:20 main:574] : INFO : Epoch 685 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 2037.67 ms [2021-01-26 05:09:22 main:574] : INFO : Epoch 686 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2037.31 ms [2021-01-26 05:09:24 main:574] : INFO : Epoch 687 | loss: 0.0311588 | val_loss: 0.0311754 | Time: 2041.08 ms [2021-01-26 05:09:26 main:574] : INFO : Epoch 688 | loss: 0.0311603 | val_loss: 0.0311795 | Time: 2041.47 ms [2021-01-26 05:09:28 main:574] : INFO : Epoch 689 | loss: 0.0311619 | val_loss: 0.0311782 | Time: 2043.1 ms [2021-01-26 05:09:30 main:574] : INFO : Epoch 690 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 2037.25 ms [2021-01-26 05:09:32 main:574] : INFO : Epoch 691 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 2036.49 ms [2021-01-26 05:09:34 main:574] : INFO : Epoch 692 | loss: 0.0311583 | val_loss: 0.031173 | Time: 2040.08 ms [2021-01-26 05:09:36 main:574] : INFO : Epoch 693 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2045.8 ms [2021-01-26 05:09:38 main:574] : INFO : Epoch 694 | loss: 0.0311562 | val_loss: 0.0311749 | Time: 2037.27 ms [2021-01-26 05:09:41 main:574] : INFO : Epoch 695 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 2041.21 ms [2021-01-26 05:09:43 main:574] : INFO : Epoch 696 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2042.06 ms [2021-01-26 05:09:45 main:574] : INFO : Epoch 697 | loss: 0.031158 | val_loss: 0.0311742 | Time: 2038.8 ms [2021-01-26 05:09:47 main:574] : INFO : Epoch 698 | loss: 0.0311561 | val_loss: 0.0311761 | Time: 2045.48 ms [2021-01-26 05:09:49 main:574] : INFO : Epoch 699 | loss: 0.031156 | val_loss: 0.0311724 | Time: 2034.11 ms [2021-01-26 05:09:51 main:574] : INFO : Epoch 700 | loss: 0.031155 | val_loss: 0.0311757 | Time: 2040.23 ms [2021-01-26 05:09:53 main:574] : INFO : Epoch 701 | loss: 0.0311549 | val_loss: 0.0311728 | Time: 2048.92 ms [2021-01-26 05:09:55 main:574] : INFO : Epoch 702 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 2035.59 ms [2021-01-26 05:09:57 main:574] : INFO : Epoch 703 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 2035.73 ms [2021-01-26 05:09:59 main:574] : INFO : Epoch 704 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 2040.65 ms [2021-01-26 05:10:01 main:574] : INFO : Epoch 705 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 2043.42 ms [2021-01-26 05:10:03 main:574] : INFO : Epoch 706 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 2042.22 ms [2021-01-26 05:10:05 main:574] : INFO : Epoch 707 | loss: 0.0311527 | val_loss: 0.0311763 | Time: 2034.46 ms [2021-01-26 05:10:07 main:574] : INFO : Epoch 708 | loss: 0.031153 | val_loss: 0.0311786 | Time: 2043.78 ms [2021-01-26 05:10:09 main:574] : INFO : Epoch 709 | loss: 0.0311539 | val_loss: 0.0311749 | Time: 2046.83 ms [2021-01-26 05:10:11 main:574] : INFO : Epoch 710 | loss: 0.0311528 | val_loss: 0.0311784 | Time: 2040.23 ms [2021-01-26 05:10:13 main:574] : INFO : Epoch 711 | loss: 0.0311551 | val_loss: 0.031181 | Time: 2039.87 ms [2021-01-26 05:10:15 main:574] : INFO : Epoch 712 | loss: 0.0311535 | val_loss: 0.031173 | Time: 2041.29 ms [2021-01-26 05:10:17 main:574] : INFO : Epoch 713 | loss: 0.0311514 | val_loss: 0.0311747 | Time: 2038.97 ms [2021-01-26 05:10:19 main:574] : INFO : Epoch 714 | loss: 0.0311516 | val_loss: 0.0311781 | Time: 2038.93 ms [2021-01-26 05:10:22 main:574] : INFO : Epoch 715 | loss: 0.0311537 | val_loss: 0.0311738 | Time: 2039.09 ms [2021-01-26 05:10:24 main:574] : INFO : Epoch 716 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 2039.86 ms [2021-01-26 05:10:26 main:574] : INFO : Epoch 717 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 2043.6 ms [2021-01-26 05:10:28 main:574] : INFO : Epoch 718 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 2040.8 ms [2021-01-26 05:10:30 main:574] : INFO : Epoch 719 | loss: 0.0311592 | val_loss: 0.031174 | Time: 2038.86 ms [2021-01-26 05:10:32 main:574] : INFO : Epoch 720 | loss: 0.0311581 | val_loss: 0.0311764 | Time: 2044.25 ms [2021-01-26 05:10:34 main:574] : INFO : Epoch 721 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 2043.29 ms [2021-01-26 05:10:36 main:574] : INFO : Epoch 722 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 2044.38 ms [2021-01-26 05:10:38 main:574] : INFO : Epoch 723 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 2038.54 ms [2021-01-26 05:10:40 main:574] : INFO : Epoch 724 | loss: 0.0311572 | val_loss: 0.0311755 | Time: 2040.1 ms [2021-01-26 05:10:42 main:574] : INFO : Epoch 725 | loss: 0.0311578 | val_loss: 0.031174 | Time: 2039.68 ms [2021-01-26 05:10:44 main:574] : INFO : Epoch 726 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 2041.9 ms [2021-01-26 05:10:46 main:574] : INFO : Epoch 727 | loss: 0.0311602 | val_loss: 0.0311758 | Time: 2037.26 ms [2021-01-26 05:10:48 main:574] : INFO : Epoch 728 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 2037.82 ms [2021-01-26 05:10:50 main:574] : INFO : Epoch 729 | loss: 0.0311599 | val_loss: 0.0311788 | Time: 2043.25 ms [2021-01-26 05:10:52 main:574] : INFO : Epoch 730 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 2040.22 ms [2021-01-26 05:10:54 main:574] : INFO : Epoch 731 | loss: 0.0311594 | val_loss: 0.0311731 | Time: 2032.56 ms [2021-01-26 05:10:56 main:574] : INFO : Epoch 732 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 2040.79 ms [2021-01-26 05:10:58 main:574] : INFO : Epoch 733 | loss: 0.0311574 | val_loss: 0.0311775 | Time: 2035.84 ms [2021-01-26 05:11:01 main:574] : INFO : Epoch 734 | loss: 0.0311586 | val_loss: 0.0311731 | Time: 2042.7 ms [2021-01-26 05:11:03 main:574] : INFO : Epoch 735 | loss: 0.0311565 | val_loss: 0.0311777 | Time: 2035.76 ms [2021-01-26 05:11:05 main:574] : INFO : Epoch 736 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 2037.74 ms [2021-01-26 05:11:07 main:574] : INFO : Epoch 737 | loss: 0.0311543 | val_loss: 0.0311778 | Time: 2043 ms [2021-01-26 05:11:09 main:574] : INFO : Epoch 738 | loss: 0.0311553 | val_loss: 0.0311782 | Time: 2042.23 ms [2021-01-26 05:11:11 main:574] : INFO : Epoch 739 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 2044.81 ms [2021-01-26 05:11:13 main:574] : INFO : Epoch 740 | loss: 0.0311536 | val_loss: 0.031173 | Time: 2042.31 ms [2021-01-26 05:11:15 main:574] : INFO : Epoch 741 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 2040.27 ms [2021-01-26 05:11:17 main:574] : INFO : Epoch 742 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 2038.22 ms [2021-01-26 05:11:19 main:574] : INFO : Epoch 743 | loss: 0.0311537 | val_loss: 0.031172 | Time: 2035.72 ms [2021-01-26 05:11:21 main:574] : INFO : Epoch 744 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 2045.82 ms [2021-01-26 05:11:23 main:574] : INFO : Epoch 745 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 2047.02 ms [2021-01-26 05:11:25 main:574] : INFO : Epoch 746 | loss: 0.0311526 | val_loss: 0.0311707 | Time: 2034.14 ms [2021-01-26 05:11:27 main:574] : INFO : Epoch 747 | loss: 0.0311542 | val_loss: 0.0311742 | Time: 2038.04 ms [2021-01-26 05:11:29 main:574] : INFO : Epoch 748 | loss: 0.0311534 | val_loss: 0.0311769 | Time: 2044.64 ms [2021-01-26 05:11:31 main:574] : INFO : Epoch 749 | loss: 0.031155 | val_loss: 0.0311696 | Time: 2039.37 ms [2021-01-26 05:11:33 main:574] : INFO : Epoch 750 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 2035.88 ms [2021-01-26 05:11:35 main:574] : INFO : Epoch 751 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2041.5 ms [2021-01-26 05:11:37 main:574] : INFO : Epoch 752 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 2033.86 ms [2021-01-26 05:11:40 main:574] : INFO : Epoch 753 | loss: 0.0311548 | val_loss: 0.0311721 | Time: 2045.28 ms [2021-01-26 05:11:42 main:574] : INFO : Epoch 754 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 2050.39 ms [2021-01-26 05:11:44 main:574] : INFO : Epoch 755 | loss: 0.0311545 | val_loss: 0.0311773 | Time: 2035.27 ms [2021-01-26 05:11:46 main:574] : INFO : Epoch 756 | loss: 0.0311534 | val_loss: 0.0311711 | Time: 2043.4 ms [2021-01-26 05:11:48 main:574] : INFO : Epoch 757 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 2039.74 ms [2021-01-26 05:11:50 main:574] : INFO : Epoch 758 | loss: 0.0311533 | val_loss: 0.0311788 | Time: 2040.32 ms [2021-01-26 05:11:52 main:574] : INFO : Epoch 759 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 2043.26 ms [2021-01-26 05:11:54 main:574] : INFO : Epoch 760 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 2038.47 ms [2021-01-26 05:11:56 main:574] : INFO : Epoch 761 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 2038.22 ms [2021-01-26 05:11:58 main:574] : INFO : Epoch 762 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 2042.86 ms [2021-01-26 05:12:00 main:574] : INFO : Epoch 763 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 2042.85 ms [2021-01-26 05:12:02 main:574] : INFO : Epoch 764 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2041.27 ms [2021-01-26 05:12:04 main:574] : INFO : Epoch 765 | loss: 0.0311656 | val_loss: 0.0311812 | Time: 2043.43 ms [2021-01-26 05:12:06 main:574] : INFO : Epoch 766 | loss: 0.031171 | val_loss: 0.0311748 | Time: 2045.43 ms [2021-01-26 05:12:08 main:574] : INFO : Epoch 767 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 2040.91 ms [2021-01-26 05:12:10 main:574] : INFO : Epoch 768 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 2037.61 ms [2021-01-26 05:12:12 main:574] : INFO : Epoch 769 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 2043.08 ms [2021-01-26 05:12:14 main:574] : INFO : Epoch 770 | loss: 0.0311606 | val_loss: 0.031171 | Time: 2047.26 ms [2021-01-26 05:12:16 main:574] : INFO : Epoch 771 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 2034.63 ms [2021-01-26 05:12:19 main:574] : INFO : Epoch 772 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 2038.94 ms [2021-01-26 05:12:21 main:574] : INFO : Epoch 773 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 2038.7 ms [2021-01-26 05:12:23 main:574] : INFO : Epoch 774 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 2031.04 ms [2021-01-26 05:12:25 main:574] : INFO : Epoch 775 | loss: 0.0311575 | val_loss: 0.0311727 | Time: 2029.66 ms [2021-01-26 05:12:27 main:574] : INFO : Epoch 776 | loss: 0.031158 | val_loss: 0.0311709 | Time: 2043.94 ms [2021-01-26 05:12:29 main:574] : INFO : Epoch 777 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 2037.48 ms [2021-01-26 05:12:31 main:574] : INFO : Epoch 778 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 2036.55 ms [2021-01-26 05:12:33 main:574] : INFO : Epoch 779 | loss: 0.031157 | val_loss: 0.0311738 | Time: 2035.86 ms [2021-01-26 05:12:35 main:574] : INFO : Epoch 780 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 2040.32 ms [2021-01-26 05:12:37 main:574] : INFO : Epoch 781 | loss: 0.0311585 | val_loss: 0.0311729 | Time: 2046.16 ms [2021-01-26 05:12:39 main:574] : INFO : Epoch 782 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 2035.56 ms [2021-01-26 05:12:41 main:574] : INFO : Epoch 783 | loss: 0.0311556 | val_loss: 0.0311731 | Time: 2036.79 ms [2021-01-26 05:12:43 main:574] : INFO : Epoch 784 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 2044.86 ms [2021-01-26 05:12:45 main:574] : INFO : Epoch 785 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 2038.18 ms [2021-01-26 05:12:47 main:574] : INFO : Epoch 786 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 2037.21 ms [2021-01-26 05:12:49 main:574] : INFO : Epoch 787 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 2043.1 ms [2021-01-26 05:12:51 main:574] : INFO : Epoch 788 | loss: 0.0311551 | val_loss: 0.0311759 | Time: 2042.5 ms [2021-01-26 05:12:53 main:574] : INFO : Epoch 789 | loss: 0.0311553 | val_loss: 0.0311755 | Time: 2043.48 ms [2021-01-26 05:12:55 main:574] : INFO : Epoch 790 | loss: 0.031154 | val_loss: 0.031172 | Time: 2041.58 ms [2021-01-26 05:12:57 main:574] : INFO : Epoch 791 | loss: 0.0311534 | val_loss: 0.0311742 | Time: 2036.99 ms [2021-01-26 05:13:00 main:574] : INFO : Epoch 792 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 2043.7 ms [2021-01-26 05:13:02 main:574] : INFO : Epoch 793 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 2041.26 ms [2021-01-26 05:13:04 main:574] : INFO : Epoch 794 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 2040.41 ms [2021-01-26 05:13:06 main:574] : INFO : Epoch 795 | loss: 0.031153 | val_loss: 0.0311701 | Time: 2035.32 ms [2021-01-26 05:13:08 main:574] : INFO : Epoch 796 | loss: 0.0311555 | val_loss: 0.031172 | Time: 2042.21 ms [2021-01-26 05:13:10 main:574] : INFO : Epoch 797 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 2046.1 ms [2021-01-26 05:13:12 main:574] : INFO : Epoch 798 | loss: 0.0311519 | val_loss: 0.0311726 | Time: 2039.17 ms [2021-01-26 05:13:14 main:574] : INFO : Epoch 799 | loss: 0.0311525 | val_loss: 0.0311732 | Time: 2039.01 ms [2021-01-26 05:13:16 main:574] : INFO : Epoch 800 | loss: 0.0311524 | val_loss: 0.0311727 | Time: 2048.36 ms [2021-01-26 05:13:18 main:574] : INFO : Epoch 801 | loss: 0.0311517 | val_loss: 0.0311722 | Time: 2039.7 ms [2021-01-26 05:13:20 main:574] : INFO : Epoch 802 | loss: 0.0311516 | val_loss: 0.0311719 | Time: 2043.54 ms [2021-01-26 05:13:22 main:574] : INFO : Epoch 803 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 2037.01 ms [2021-01-26 05:13:24 main:574] : INFO : Epoch 804 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 2042.33 ms [2021-01-26 05:13:26 main:574] : INFO : Epoch 805 | loss: 0.031152 | val_loss: 0.0311724 | Time: 2039.3 ms [2021-01-26 05:13:28 main:574] : INFO : Epoch 806 | loss: 0.0311506 | val_loss: 0.0311717 | Time: 2039.16 ms [2021-01-26 05:13:30 main:574] : INFO : Epoch 807 | loss: 0.031152 | val_loss: 0.0311741 | Time: 2039.7 ms [2021-01-26 05:13:32 main:574] : INFO : Epoch 808 | loss: 0.0311512 | val_loss: 0.0311715 | Time: 2040.89 ms [2021-01-26 05:13:34 main:574] : INFO : Epoch 809 | loss: 0.0311507 | val_loss: 0.0311731 | Time: 2035.48 ms [2021-01-26 05:13:36 main:574] : INFO : Epoch 810 | loss: 0.0311506 | val_loss: 0.0311735 | Time: 2038.03 ms [2021-01-26 05:13:39 main:574] : INFO : Epoch 811 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2039.7 ms [2021-01-26 05:13:41 main:574] : INFO : Epoch 812 | loss: 0.0311544 | val_loss: 0.0311783 | Time: 2047.83 ms [2021-01-26 05:13:43 main:574] : INFO : Epoch 813 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 2040.88 ms [2021-01-26 05:13:45 main:574] : INFO : Epoch 814 | loss: 0.0311566 | val_loss: 0.0311735 | Time: 2037.69 ms [2021-01-26 05:13:47 main:574] : INFO : Epoch 815 | loss: 0.031156 | val_loss: 0.0311754 | Time: 2038.7 ms [2021-01-26 05:13:49 main:574] : INFO : Epoch 816 | loss: 0.0311528 | val_loss: 0.0311783 | Time: 2042.38 ms [2021-01-26 05:13:51 main:574] : INFO : Epoch 817 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 2045.63 ms [2021-01-26 05:13:53 main:574] : INFO : Epoch 818 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 2037.94 ms [2021-01-26 05:13:55 main:574] : INFO : Epoch 819 | loss: 0.0311507 | val_loss: 0.0311752 | Time: 2041.1 ms [2021-01-26 05:13:57 main:574] : INFO : Epoch 820 | loss: 0.0311516 | val_loss: 0.0311758 | Time: 2043.93 ms [2021-01-26 05:13:59 main:574] : INFO : Epoch 821 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 2042.99 ms [2021-01-26 05:14:01 main:574] : INFO : Epoch 822 | loss: 0.0311514 | val_loss: 0.0311747 | Time: 2041.9 ms [2021-01-26 05:14:03 main:574] : INFO : Epoch 823 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2034.29 ms [2021-01-26 05:14:05 main:574] : INFO : Epoch 824 | loss: 0.0311553 | val_loss: 0.0311714 | Time: 2046.17 ms [2021-01-26 05:14:07 main:574] : INFO : Epoch 825 | loss: 0.0311544 | val_loss: 0.0311706 | Time: 2040.28 ms [2021-01-26 05:14:09 main:574] : INFO : Epoch 826 | loss: 0.0311564 | val_loss: 0.0311725 | Time: 2039.63 ms [2021-01-26 05:14:11 main:574] : INFO : Epoch 827 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 2040.27 ms [2021-01-26 05:14:13 main:574] : INFO : Epoch 828 | loss: 0.0311539 | val_loss: 0.0311713 | Time: 2043.62 ms [2021-01-26 05:14:15 main:574] : INFO : Epoch 829 | loss: 0.0311529 | val_loss: 0.0311712 | Time: 2040.32 ms [2021-01-26 05:14:18 main:574] : INFO : Epoch 830 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 2038.94 ms [2021-01-26 05:14:20 main:574] : INFO : Epoch 831 | loss: 0.0311529 | val_loss: 0.0311775 | Time: 2040.3 ms [2021-01-26 05:14:22 main:574] : INFO : Epoch 832 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 2047.03 ms [2021-01-26 05:14:24 main:574] : INFO : Epoch 833 | loss: 0.0311511 | val_loss: 0.0311748 | Time: 2043.62 ms [2021-01-26 05:14:26 main:574] : INFO : Epoch 834 | loss: 0.0311515 | val_loss: 0.0311723 | Time: 2043.49 ms [2021-01-26 05:14:28 main:574] : INFO : Epoch 835 | loss: 0.0311513 | val_loss: 0.031173 | Time: 2043.15 ms [2021-01-26 05:14:30 main:574] : INFO : Epoch 836 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 2043.29 ms [2021-01-26 05:14:32 main:574] : INFO : Epoch 837 | loss: 0.0311497 | val_loss: 0.031172 | Time: 2041.56 ms [2021-01-26 05:14:34 main:574] : INFO : Epoch 838 | loss: 0.0311493 | val_loss: 0.0311732 | Time: 2036.94 ms [2021-01-26 05:14:36 main:574] : INFO : Epoch 839 | loss: 0.0311495 | val_loss: 0.0311734 | Time: 2047.09 ms [2021-01-26 05:14:38 main:574] : INFO : Epoch 840 | loss: 0.0311486 | val_loss: 0.0311717 | Time: 2047.55 ms [2021-01-26 05:14:40 main:574] : INFO : Epoch 841 | loss: 0.0311489 | val_loss: 0.0311732 | Time: 2038.91 ms [2021-01-26 05:14:42 main:574] : INFO : Epoch 842 | loss: 0.0311486 | val_loss: 0.0311735 | Time: 2039.14 ms [2021-01-26 05:14:44 main:574] : INFO : Epoch 843 | loss: 0.0311484 | val_loss: 0.0311743 | Time: 2042.33 ms [2021-01-26 05:14:46 main:574] : INFO : Epoch 844 | loss: 0.0311478 | val_loss: 0.0311727 | Time: 2042.86 ms [2021-01-26 05:14:48 main:574] : INFO : Epoch 845 | loss: 0.0311482 | val_loss: 0.0311712 | Time: 2044 ms [2021-01-26 05:14:50 main:574] : INFO : Epoch 846 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 2039.87 ms [2021-01-26 05:14:52 main:574] : INFO : Epoch 847 | loss: 0.0311517 | val_loss: 0.0311728 | Time: 2037.66 ms [2021-01-26 05:14:54 main:574] : INFO : Epoch 848 | loss: 0.0311502 | val_loss: 0.0311744 | Time: 2041.54 ms [2021-01-26 05:14:57 main:574] : INFO : Epoch 849 | loss: 0.0311495 | val_loss: 0.0311767 | Time: 2041.11 ms [2021-01-26 05:14:59 main:574] : INFO : Epoch 850 | loss: 0.0311536 | val_loss: 0.0311754 | Time: 2042.02 ms [2021-01-26 05:15:01 main:574] : INFO : Epoch 851 | loss: 0.0311512 | val_loss: 0.0311721 | Time: 2041.47 ms [2021-01-26 05:15:03 main:574] : INFO : Epoch 852 | loss: 0.0311512 | val_loss: 0.0311752 | Time: 2039.57 ms [2021-01-26 05:15:05 main:574] : INFO : Epoch 853 | loss: 0.0311501 | val_loss: 0.0311752 | Time: 2035.47 ms [2021-01-26 05:15:07 main:574] : INFO : Epoch 854 | loss: 0.0311531 | val_loss: 0.0311736 | Time: 2042.79 ms [2021-01-26 05:15:09 main:574] : INFO : Epoch 855 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 2056.01 ms [2021-01-26 05:15:11 main:574] : INFO : Epoch 856 | loss: 0.0311495 | val_loss: 0.0311722 | Time: 2074.42 ms [2021-01-26 05:15:13 main:574] : INFO : Epoch 857 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 2070.3 ms [2021-01-26 05:15:15 main:574] : INFO : Epoch 858 | loss: 0.0311498 | val_loss: 0.031174 | Time: 2061.34 ms [2021-01-26 05:15:17 main:574] : INFO : Epoch 859 | loss: 0.0311502 | val_loss: 0.0311753 | Time: 2038.36 ms [2021-01-26 05:15:19 main:574] : INFO : Epoch 860 | loss: 0.0311509 | val_loss: 0.0311733 | Time: 2038.24 ms [2021-01-26 05:15:21 main:574] : INFO : Epoch 861 | loss: 0.0311491 | val_loss: 0.0311751 | Time: 2048.43 ms [2021-01-26 05:15:23 main:574] : INFO : Epoch 862 | loss: 0.0311486 | val_loss: 0.0311748 | Time: 2043.14 ms [2021-01-26 05:15:25 main:574] : INFO : Epoch 863 | loss: 0.0311522 | val_loss: 0.0311772 | Time: 2045.23 ms [2021-01-26 05:15:27 main:574] : INFO : Epoch 864 | loss: 0.0311528 | val_loss: 0.0311752 | Time: 2042.1 ms [2021-01-26 05:15:29 main:574] : INFO : Epoch 865 | loss: 0.0311503 | val_loss: 0.0311734 | Time: 2037.36 ms [2021-01-26 05:15:32 main:574] : INFO : Epoch 866 | loss: 0.03115 | val_loss: 0.0311762 | Time: 2038.92 ms [2021-01-26 05:15:34 main:574] : INFO : Epoch 867 | loss: 0.0311516 | val_loss: 0.0311837 | Time: 2035.92 ms [2021-01-26 05:15:36 main:574] : INFO : Epoch 868 | loss: 0.0311501 | val_loss: 0.0311748 | Time: 2037.34 ms [2021-01-26 05:15:38 main:574] : INFO : Epoch 869 | loss: 0.0311487 | val_loss: 0.0311745 | Time: 2045.25 ms [2021-01-26 05:15:40 main:574] : INFO : Epoch 870 | loss: 0.0311493 | val_loss: 0.0311728 | Time: 2044.1 ms [2021-01-26 05:15:42 main:574] : INFO : Epoch 871 | loss: 0.0311496 | val_loss: 0.0311728 | Time: 2043.35 ms [2021-01-26 05:15:44 main:574] : INFO : Epoch 872 | loss: 0.0311496 | val_loss: 0.0311755 | Time: 2043.41 ms [2021-01-26 05:15:46 main:574] : INFO : Epoch 873 | loss: 0.0311494 | val_loss: 0.0311739 | Time: 2037.65 ms [2021-01-26 05:15:48 main:574] : INFO : Epoch 874 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 2041.07 ms [2021-01-26 05:15:50 main:574] : INFO : Epoch 875 | loss: 0.031149 | val_loss: 0.0311718 | Time: 2045.7 ms [2021-01-26 05:15:52 main:574] : INFO : Epoch 876 | loss: 0.0311481 | val_loss: 0.0311743 | Time: 2040.12 ms [2021-01-26 05:15:54 main:574] : INFO : Epoch 877 | loss: 0.0311474 | val_loss: 0.0311742 | Time: 2044.56 ms [2021-01-26 05:15:56 main:574] : INFO : Epoch 878 | loss: 0.0311479 | val_loss: 0.0311765 | Time: 2043.37 ms [2021-01-26 05:15:58 main:574] : INFO : Epoch 879 | loss: 0.0311478 | val_loss: 0.0311737 | Time: 2039.83 ms [2021-01-26 05:16:00 main:574] : INFO : Epoch 880 | loss: 0.0311498 | val_loss: 0.031173 | Time: 2044.41 ms [2021-01-26 05:16:02 main:574] : INFO : Epoch 881 | loss: 0.0311499 | val_loss: 0.0311789 | Time: 2038.57 ms [2021-01-26 05:16:04 main:574] : INFO : Epoch 882 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 2036.79 ms [2021-01-26 05:16:06 main:574] : INFO : Epoch 883 | loss: 0.0311508 | val_loss: 0.0311767 | Time: 2039.46 ms [2021-01-26 05:16:08 main:574] : INFO : Epoch 884 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 2041.95 ms [2021-01-26 05:16:11 main:574] : INFO : Epoch 885 | loss: 0.0311513 | val_loss: 0.0311741 | Time: 2034.46 ms [2021-01-26 05:16:13 main:574] : INFO : Epoch 886 | loss: 0.0311492 | val_loss: 0.0311725 | Time: 2040.32 ms [2021-01-26 05:16:15 main:574] : INFO : Epoch 887 | loss: 0.0311508 | val_loss: 0.0311676 | Time: 2040.18 ms [2021-01-26 05:16:17 main:574] : INFO : Epoch 888 | loss: 0.0311528 | val_loss: 0.0311729 | Time: 2042.16 ms [2021-01-26 05:16:19 main:574] : INFO : Epoch 889 | loss: 0.0311505 | val_loss: 0.031169 | Time: 2041.25 ms [2021-01-26 05:16:21 main:574] : INFO : Epoch 890 | loss: 0.0311499 | val_loss: 0.0311757 | Time: 2037.59 ms [2021-01-26 05:16:23 main:574] : INFO : Epoch 891 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 2043.43 ms [2021-01-26 05:16:25 main:574] : INFO : Epoch 892 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 2039.57 ms [2021-01-26 05:16:27 main:574] : INFO : Epoch 893 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 2038.69 ms [2021-01-26 05:16:29 main:574] : INFO : Epoch 894 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 2040.69 ms [2021-01-26 05:16:31 main:574] : INFO : Epoch 895 | loss: 0.0311476 | val_loss: 0.0311719 | Time: 2041.02 ms [2021-01-26 05:16:33 main:574] : INFO : Epoch 896 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 2044.06 ms [2021-01-26 05:16:35 main:574] : INFO : Epoch 897 | loss: 0.0311464 | val_loss: 0.0311729 | Time: 2041.5 ms [2021-01-26 05:16:37 main:574] : INFO : Epoch 898 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 2041.74 ms [2021-01-26 05:16:39 main:574] : INFO : Epoch 899 | loss: 0.0311466 | val_loss: 0.0311729 | Time: 2042.92 ms [2021-01-26 05:16:41 main:574] : INFO : Epoch 900 | loss: 0.0311479 | val_loss: 0.0311721 | Time: 2042.32 ms [2021-01-26 05:16:43 main:574] : INFO : Epoch 901 | loss: 0.0311457 | val_loss: 0.0311694 | Time: 2054.35 ms [2021-01-26 05:16:45 main:574] : INFO : Epoch 902 | loss: 0.0311461 | val_loss: 0.0311732 | Time: 2035.42 ms [2021-01-26 05:16:47 main:574] : INFO : Epoch 903 | loss: 0.0311472 | val_loss: 0.0311747 | Time: 2039.93 ms [2021-01-26 05:16:50 main:574] : INFO : Epoch 904 | loss: 0.0311464 | val_loss: 0.0311691 | Time: 2037.02 ms [2021-01-26 05:16:52 main:574] : INFO : Epoch 905 | loss: 0.0311452 | val_loss: 0.0311714 | Time: 2046.97 ms [2021-01-26 05:16:54 main:574] : INFO : Epoch 906 | loss: 0.0311444 | val_loss: 0.0311724 | Time: 2034.96 ms [2021-01-26 05:16:56 main:574] : INFO : Epoch 907 | loss: 0.031145 | val_loss: 0.0311736 | Time: 2047.95 ms [2021-01-26 05:16:58 main:574] : INFO : Epoch 908 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 2042.25 ms [2021-01-26 05:17:00 main:574] : INFO : Epoch 909 | loss: 0.0311463 | val_loss: 0.0311738 | Time: 2039.53 ms [2021-01-26 05:17:02 main:574] : INFO : Epoch 910 | loss: 0.0311494 | val_loss: 0.0311793 | Time: 2036.64 ms [2021-01-26 05:17:04 main:574] : INFO : Epoch 911 | loss: 0.0311551 | val_loss: 0.031174 | Time: 2041.95 ms [2021-01-26 05:17:06 main:574] : INFO : Epoch 912 | loss: 0.0311529 | val_loss: 0.0311841 | Time: 2043.78 ms [2021-01-26 05:17:08 main:574] : INFO : Epoch 913 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 2047.04 ms [2021-01-26 05:17:10 main:574] : INFO : Epoch 914 | loss: 0.031145 | val_loss: 0.0311725 | Time: 2038.67 ms [2021-01-26 05:17:12 main:574] : INFO : Epoch 915 | loss: 0.031148 | val_loss: 0.0311719 | Time: 2046.08 ms [2021-01-26 05:17:14 main:574] : INFO : Epoch 916 | loss: 0.031152 | val_loss: 0.031173 | Time: 2037.48 ms [2021-01-26 05:17:16 main:574] : INFO : Epoch 917 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 2039.94 ms [2021-01-26 05:17:18 main:574] : INFO : Epoch 918 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 2035.18 ms [2021-01-26 05:17:20 main:574] : INFO : Epoch 919 | loss: 0.0311487 | val_loss: 0.0311705 | Time: 2039.88 ms [2021-01-26 05:17:22 main:574] : INFO : Epoch 920 | loss: 0.0311486 | val_loss: 0.03117 | Time: 2041.79 ms [2021-01-26 05:17:24 main:574] : INFO : Epoch 921 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 2038.89 ms [2021-01-26 05:17:26 main:574] : INFO : Epoch 922 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 2039.21 ms [2021-01-26 05:17:29 main:574] : INFO : Epoch 923 | loss: 0.031149 | val_loss: 0.0311713 | Time: 2043.34 ms [2021-01-26 05:17:31 main:574] : INFO : Epoch 924 | loss: 0.0311479 | val_loss: 0.0311717 | Time: 2043.34 ms [2021-01-26 05:17:33 main:574] : INFO : Epoch 925 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 2041.89 ms [2021-01-26 05:17:35 main:574] : INFO : Epoch 926 | loss: 0.0311507 | val_loss: 0.0311674 | Time: 2034.08 ms [2021-01-26 05:17:37 main:574] : INFO : Epoch 927 | loss: 0.0311516 | val_loss: 0.0311701 | Time: 2047.25 ms [2021-01-26 05:17:39 main:574] : INFO : Epoch 928 | loss: 0.0311502 | val_loss: 0.031168 | Time: 2044.35 ms [2021-01-26 05:17:41 main:574] : INFO : Epoch 929 | loss: 0.0311481 | val_loss: 0.0311735 | Time: 2041.47 ms [2021-01-26 05:17:43 main:574] : INFO : Epoch 930 | loss: 0.0311476 | val_loss: 0.0311744 | Time: 2043.08 ms [2021-01-26 05:17:45 main:574] : INFO : Epoch 931 | loss: 0.0311458 | val_loss: 0.0311727 | Time: 2036.46 ms [2021-01-26 05:17:47 main:574] : INFO : Epoch 932 | loss: 0.0311482 | val_loss: 0.031173 | Time: 2045.76 ms [2021-01-26 05:17:49 main:574] : INFO : Epoch 933 | loss: 0.0311474 | val_loss: 0.0311801 | Time: 2037.43 ms [2021-01-26 05:17:51 main:574] : INFO : Epoch 934 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 2037.79 ms [2021-01-26 05:17:53 main:574] : INFO : Epoch 935 | loss: 0.0311467 | val_loss: 0.0311732 | Time: 2040.27 ms [2021-01-26 05:17:55 main:574] : INFO : Epoch 936 | loss: 0.0311458 | val_loss: 0.0311709 | Time: 2037.1 ms [2021-01-26 05:17:57 main:574] : INFO : Epoch 937 | loss: 0.0311447 | val_loss: 0.0311752 | Time: 2037.34 ms [2021-01-26 05:17:59 main:574] : INFO : Epoch 938 | loss: 0.0311467 | val_loss: 0.0311715 | Time: 2037.68 ms [2021-01-26 05:18:01 main:574] : INFO : Epoch 939 | loss: 0.0311452 | val_loss: 0.0311715 | Time: 2045.53 ms [2021-01-26 05:18:03 main:574] : INFO : Epoch 940 | loss: 0.0311463 | val_loss: 0.0311741 | Time: 2037.44 ms [2021-01-26 05:18:05 main:574] : INFO : Epoch 941 | loss: 0.0311454 | val_loss: 0.0311736 | Time: 2040.25 ms [2021-01-26 05:18:08 main:574] : INFO : Epoch 942 | loss: 0.0311448 | val_loss: 0.0311731 | Time: 2039.63 ms [2021-01-26 05:18:10 main:574] : INFO : Epoch 943 | loss: 0.0311436 | val_loss: 0.0311757 | Time: 2046.76 ms [2021-01-26 05:18:12 main:574] : INFO : Epoch 944 | loss: 0.0311452 | val_loss: 0.0311701 | Time: 2041.52 ms [2021-01-26 05:18:14 main:574] : INFO : Epoch 945 | loss: 0.0311446 | val_loss: 0.0311768 | Time: 2039.01 ms [2021-01-26 05:18:16 main:574] : INFO : Epoch 946 | loss: 0.031152 | val_loss: 0.0311745 | Time: 2033.14 ms [2021-01-26 05:18:18 main:574] : INFO : Epoch 947 | loss: 0.0311526 | val_loss: 0.0311737 | Time: 2043.27 ms [2021-01-26 05:18:20 main:574] : INFO : Epoch 948 | loss: 0.03115 | val_loss: 0.0311698 | Time: 2043.95 ms [2021-01-26 05:18:22 main:574] : INFO : Epoch 949 | loss: 0.0311491 | val_loss: 0.0311702 | Time: 2038.55 ms [2021-01-26 05:18:24 main:574] : INFO : Epoch 950 | loss: 0.0311491 | val_loss: 0.0311836 | Time: 2041.57 ms [2021-01-26 05:18:26 main:574] : INFO : Epoch 951 | loss: 0.0311501 | val_loss: 0.0311723 | Time: 2047.49 ms [2021-01-26 05:18:28 main:574] : INFO : Epoch 952 | loss: 0.0311501 | val_loss: 0.0311731 | Time: 2041.75 ms [2021-01-26 05:18:30 main:574] : INFO : Epoch 953 | loss: 0.0311493 | val_loss: 0.0311708 | Time: 2041.16 ms [2021-01-26 05:18:32 main:574] : INFO : Epoch 954 | loss: 0.0311476 | val_loss: 0.0311745 | Time: 2040.15 ms [2021-01-26 05:18:34 main:574] : INFO : Epoch 955 | loss: 0.0311462 | val_loss: 0.0311719 | Time: 2039.16 ms [2021-01-26 05:18:36 main:574] : INFO : Epoch 956 | loss: 0.031146 | val_loss: 0.0311707 | Time: 2045.84 ms [2021-01-26 05:18:38 main:574] : INFO : Epoch 957 | loss: 0.0311463 | val_loss: 0.0311711 | Time: 2034.12 ms [2021-01-26 05:18:40 main:574] : INFO : Epoch 958 | loss: 0.0311479 | val_loss: 0.031173 | Time: 2039.11 ms [2021-01-26 05:18:42 main:574] : INFO : Epoch 959 | loss: 0.0311489 | val_loss: 0.0311743 | Time: 2042.14 ms [2021-01-26 05:18:44 main:574] : INFO : Epoch 960 | loss: 0.0311467 | val_loss: 0.0311733 | Time: 2040.05 ms [2021-01-26 05:18:46 main:574] : INFO : Epoch 961 | loss: 0.0311471 | val_loss: 0.031175 | Time: 2036.7 ms [2021-01-26 05:18:49 main:574] : INFO : Epoch 962 | loss: 0.0311474 | val_loss: 0.0311755 | Time: 2044.17 ms [2021-01-26 05:18:51 main:574] : INFO : Epoch 963 | loss: 0.0311458 | val_loss: 0.0311797 | Time: 2045.2 ms [2021-01-26 05:18:53 main:574] : INFO : Epoch 964 | loss: 0.0311468 | val_loss: 0.0311713 | Time: 2040.23 ms [2021-01-26 05:18:55 main:574] : INFO : Epoch 965 | loss: 0.0311483 | val_loss: 0.0311747 | Time: 2038.35 ms [2021-01-26 05:18:57 main:574] : INFO : Epoch 966 | loss: 0.0311499 | val_loss: 0.0311721 | Time: 2036.48 ms [2021-01-26 05:18:59 main:574] : INFO : Epoch 967 | loss: 0.0311489 | val_loss: 0.0311774 | Time: 2044.41 ms [2021-01-26 05:19:01 main:574] : INFO : Epoch 968 | loss: 0.0311499 | val_loss: 0.0311738 | Time: 2047.25 ms [2021-01-26 05:19:03 main:574] : INFO : Epoch 969 | loss: 0.0311484 | val_loss: 0.0311739 | Time: 2042.3 ms [2021-01-26 05:19:05 main:574] : INFO : Epoch 970 | loss: 0.0311514 | val_loss: 0.0311786 | Time: 2036.99 ms [2021-01-26 05:19:07 main:574] : INFO : Epoch 971 | loss: 0.0311512 | val_loss: 0.0311763 | Time: 2042.08 ms [2021-01-26 05:19:09 main:574] : INFO : Epoch 972 | loss: 0.0311486 | val_loss: 0.0311705 | Time: 2041.42 ms [2021-01-26 05:19:11 main:574] : INFO : Epoch 973 | loss: 0.0311486 | val_loss: 0.0311733 | Time: 2044.87 ms [2021-01-26 05:19:13 main:574] : INFO : Epoch 974 | loss: 0.0311534 | val_loss: 0.0311697 | Time: 2039.26 ms [2021-01-26 05:19:15 main:574] : INFO : Epoch 975 | loss: 0.0311518 | val_loss: 0.0311739 | Time: 2042.73 ms [2021-01-26 05:19:17 main:574] : INFO : Epoch 976 | loss: 0.0311484 | val_loss: 0.0311722 | Time: 2042.48 ms [2021-01-26 05:19:19 main:574] : INFO : Epoch 977 | loss: 0.0311485 | val_loss: 0.0311748 | Time: 2042.62 ms [2021-01-26 05:19:21 main:574] : INFO : Epoch 978 | loss: 0.0311477 | val_loss: 0.0311714 | Time: 2035.33 ms [2021-01-26 05:19:23 main:574] : INFO : Epoch 979 | loss: 0.0311461 | val_loss: 0.0311726 | Time: 2040.95 ms [2021-01-26 05:19:26 main:574] : INFO : Epoch 980 | loss: 0.0311459 | val_loss: 0.0311742 | Time: 2048.28 ms [2021-01-26 05:19:28 main:574] : INFO : Epoch 981 | loss: 0.031148 | val_loss: 0.0311722 | Time: 2038.08 ms [2021-01-26 05:19:30 main:574] : INFO : Epoch 982 | loss: 0.0311456 | val_loss: 0.0311738 | Time: 2036.3 ms [2021-01-26 05:19:32 main:574] : INFO : Epoch 983 | loss: 0.031145 | val_loss: 0.0311757 | Time: 2046.48 ms [2021-01-26 05:19:34 main:574] : INFO : Epoch 984 | loss: 0.0311469 | val_loss: 0.0311764 | Time: 2034.29 ms [2021-01-26 05:19:36 main:574] : INFO : Epoch 985 | loss: 0.031145 | val_loss: 0.0311714 | Time: 2036.63 ms [2021-01-26 05:19:38 main:574] : INFO : Epoch 986 | loss: 0.0311453 | val_loss: 0.0311746 | Time: 2044.98 ms [2021-01-26 05:19:40 main:574] : INFO : Epoch 987 | loss: 0.0311446 | val_loss: 0.0311711 | Time: 2044.46 ms [2021-01-26 05:19:42 main:574] : INFO : Epoch 988 | loss: 0.0311444 | val_loss: 0.0311737 | Time: 2037.56 ms [2021-01-26 05:19:44 main:574] : INFO : Epoch 989 | loss: 0.031147 | val_loss: 0.031176 | Time: 2038.44 ms [2021-01-26 05:19:46 main:574] : INFO : Epoch 990 | loss: 0.0311437 | val_loss: 0.0311705 | Time: 2042.89 ms [2021-01-26 05:19:48 main:574] : INFO : Epoch 991 | loss: 0.031143 | val_loss: 0.0311731 | Time: 2041.62 ms [2021-01-26 05:19:50 main:574] : INFO : Epoch 992 | loss: 0.0311442 | val_loss: 0.0311715 | Time: 2039.03 ms [2021-01-26 05:19:52 main:574] : INFO : Epoch 993 | loss: 0.0311445 | val_loss: 0.0311736 | Time: 2041.32 ms [2021-01-26 05:19:54 main:574] : INFO : Epoch 994 | loss: 0.0311491 | val_loss: 0.0311717 | Time: 2035.83 ms [2021-01-26 05:19:56 main:574] : INFO : Epoch 995 | loss: 0.0311469 | val_loss: 0.0311751 | Time: 2047.04 ms [2021-01-26 05:19:58 main:574] : INFO : Epoch 996 | loss: 0.0311494 | val_loss: 0.0312007 | Time: 2040.73 ms [2021-01-26 05:20:00 main:574] : INFO : Epoch 997 | loss: 0.0311615 | val_loss: 0.031185 | Time: 2043.31 ms [2021-01-26 05:20:02 main:574] : INFO : Epoch 998 | loss: 0.0313147 | val_loss: 0.0313688 | Time: 2041.25 ms [2021-01-26 05:20:05 main:574] : INFO : Epoch 999 | loss: 0.0571956 | val_loss: 0.0460569 | Time: 2041.44 ms [2021-01-26 05:20:07 main:574] : INFO : Epoch 1000 | loss: 0.041861 | val_loss: 0.0644287 | Time: 2043.95 ms [2021-01-26 05:20:09 main:574] : INFO : Epoch 1001 | loss: 0.038598 | val_loss: 0.0334908 | Time: 2037.53 ms [2021-01-26 05:20:11 main:574] : INFO : Epoch 1002 | loss: 0.0322178 | val_loss: 0.0316286 | Time: 2035.65 ms [2021-01-26 05:20:13 main:574] : INFO : Epoch 1003 | loss: 0.0314144 | val_loss: 0.0312704 | Time: 2042.13 ms [2021-01-26 05:20:15 main:574] : INFO : Epoch 1004 | loss: 0.0312627 | val_loss: 0.0312405 | Time: 2041.39 ms [2021-01-26 05:20:17 main:574] : INFO : Epoch 1005 | loss: 0.0312334 | val_loss: 0.0312258 | Time: 2037.48 ms [2021-01-26 05:20:19 main:574] : INFO : Epoch 1006 | loss: 0.0312253 | val_loss: 0.031221 | Time: 2038.16 ms [2021-01-26 05:20:21 main:574] : INFO : Epoch 1007 | loss: 0.03122 | val_loss: 0.0312168 | Time: 2057.97 ms [2021-01-26 05:20:23 main:574] : INFO : Epoch 1008 | loss: 0.031216 | val_loss: 0.0312132 | Time: 2041.09 ms [2021-01-26 05:20:25 main:574] : INFO : Epoch 1009 | loss: 0.0312125 | val_loss: 0.0312096 | Time: 2032.28 ms [2021-01-26 05:20:27 main:574] : INFO : Epoch 1010 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 2040.27 ms [2021-01-26 05:20:29 main:574] : INFO : Epoch 1011 | loss: 0.0312057 | val_loss: 0.0312026 | Time: 2041.5 ms [2021-01-26 05:20:31 main:574] : INFO : Epoch 1012 | loss: 0.0312011 | val_loss: 0.0311984 | Time: 2040.25 ms [2021-01-26 05:20:33 main:574] : INFO : Epoch 1013 | loss: 0.0311975 | val_loss: 0.0311958 | Time: 2040.07 ms [2021-01-26 05:20:35 main:574] : INFO : Epoch 1014 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 2038.49 ms [2021-01-26 05:20:37 main:574] : INFO : Epoch 1015 | loss: 0.0311937 | val_loss: 0.0311926 | Time: 2043.8 ms [2021-01-26 05:20:39 main:574] : INFO : Epoch 1016 | loss: 0.0311917 | val_loss: 0.031191 | Time: 2040.51 ms [2021-01-26 05:20:41 main:574] : INFO : Epoch 1017 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 2039.24 ms [2021-01-26 05:20:43 main:574] : INFO : Epoch 1018 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 2036.29 ms [2021-01-26 05:20:46 main:574] : INFO : Epoch 1019 | loss: 0.031188 | val_loss: 0.0311881 | Time: 2041.87 ms [2021-01-26 05:20:48 main:574] : INFO : Epoch 1020 | loss: 0.031187 | val_loss: 0.0311881 | Time: 2043.63 ms [2021-01-26 05:20:50 main:574] : INFO : Epoch 1021 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 2038.64 ms [2021-01-26 05:20:52 main:574] : INFO : Epoch 1022 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 2041.37 ms [2021-01-26 05:20:54 main:574] : INFO : Epoch 1023 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 2041.64 ms [2021-01-26 05:20:56 main:574] : INFO : Epoch 1024 | loss: 0.0311837 | val_loss: 0.031185 | Time: 2040.7 ms [2021-01-26 05:20:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031185 [2021-01-26 05:20:56 main:603] : INFO : Saving end state to config to file [2021-01-26 05:20:56 main:608] : INFO : Success, exiting.. 05:20:56 (19592): 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)