Task 3359927
| Name | ParityModified-1605453454-14634-9_0 |
| Workunit | 1621339 |
| Created | 19 Dec 2020, 15:51:22 UTC |
| Sent | 21 Dec 2020, 9:23:31 UTC |
| Report deadline | 28 Dec 2020, 9:23:31 UTC |
| Received | 21 Dec 2020, 23:21:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 35 sec |
| CPU time | 34 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 18:04:06 main:581] : INFO : Epoch 510 | loss: 0.0311571 | val_loss: 0.031165 | Time: 2015.14 ms [2020-12-21 18:04:08 main:581] : INFO : Epoch 511 | loss: 0.0311552 | val_loss: 0.031165 | Time: 2022.75 ms [2020-12-21 18:04:10 main:581] : INFO : Epoch 512 | loss: 0.0311548 | val_loss: 0.0311641 | Time: 2025.73 ms [2020-12-21 18:04:12 main:581] : INFO : Epoch 513 | loss: 0.0311548 | val_loss: 0.0311624 | Time: 2023.19 ms [2020-12-21 18:04:14 main:581] : INFO : Epoch 514 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2024.25 ms [2020-12-21 18:04:16 main:581] : INFO : Epoch 515 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 2010.31 ms [2020-12-21 18:04:18 main:581] : INFO : Epoch 516 | loss: 0.0311535 | val_loss: 0.0311694 | Time: 2026.02 ms [2020-12-21 18:04:20 main:581] : INFO : Epoch 517 | loss: 0.0311543 | val_loss: 0.0311693 | Time: 2019.39 ms [2020-12-21 18:04:22 main:581] : INFO : Epoch 518 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 2016.8 ms [2020-12-21 18:04:24 main:581] : INFO : Epoch 519 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 2024.25 ms [2020-12-21 18:04:26 main:581] : INFO : Epoch 520 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 2023.01 ms [2020-12-21 18:04:28 main:581] : INFO : Epoch 521 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 2022.52 ms [2020-12-21 18:04:30 main:581] : INFO : Epoch 522 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 2024.79 ms [2020-12-21 18:04:32 main:581] : INFO : Epoch 523 | loss: 0.031152 | val_loss: 0.031163 | Time: 2011.73 ms [2020-12-21 18:04:34 main:581] : INFO : Epoch 524 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 2012.74 ms [2020-12-21 18:04:37 main:581] : INFO : Epoch 525 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 2007.06 ms [2020-12-21 18:04:39 main:581] : INFO : Epoch 526 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 2014.76 ms [2020-12-21 18:04:41 main:581] : INFO : Epoch 527 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 2017.53 ms [2020-12-21 18:04:43 main:581] : INFO : Epoch 528 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 2018.46 ms [2020-12-21 18:04:45 main:581] : INFO : Epoch 529 | loss: 0.0311514 | val_loss: 0.031167 | Time: 2015.92 ms [2020-12-21 18:04:47 main:581] : INFO : Epoch 530 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 2022.32 ms [2020-12-21 18:04:49 main:581] : INFO : Epoch 531 | loss: 0.0311511 | val_loss: 0.0311674 | Time: 2020.04 ms [2020-12-21 18:04:51 main:581] : INFO : Epoch 532 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 2011.57 ms [2020-12-21 18:04:53 main:581] : INFO : Epoch 533 | loss: 0.0311507 | val_loss: 0.031166 | Time: 2007.19 ms [2020-12-21 18:04:55 main:581] : INFO : Epoch 534 | loss: 0.03115 | val_loss: 0.0311649 | Time: 2018.54 ms [2020-12-21 18:04:57 main:581] : INFO : Epoch 535 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 2014.08 ms [2020-12-21 18:04:59 main:581] : INFO : Epoch 536 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 2012.87 ms [2020-12-21 18:05:01 main:581] : INFO : Epoch 537 | loss: 0.0311506 | val_loss: 0.031161 | Time: 2021.67 ms [2020-12-21 18:05:03 main:581] : INFO : Epoch 538 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 2021.44 ms [2020-12-21 18:05:05 main:581] : INFO : Epoch 539 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 2018.71 ms [2020-12-21 18:05:07 main:581] : INFO : Epoch 540 | loss: 0.031151 | val_loss: 0.0311627 | Time: 2017.74 ms [2020-12-21 18:05:09 main:581] : INFO : Epoch 541 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 2026.43 ms [2020-12-21 18:05:11 main:581] : INFO : Epoch 542 | loss: 0.0311536 | val_loss: 0.0311698 | Time: 2026.99 ms [2020-12-21 18:05:13 main:581] : INFO : Epoch 543 | loss: 0.0311517 | val_loss: 0.0311659 | Time: 2017.76 ms [2020-12-21 18:05:15 main:581] : INFO : Epoch 544 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 2018.45 ms [2020-12-21 18:05:17 main:581] : INFO : Epoch 545 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 2021.68 ms [2020-12-21 18:05:19 main:581] : INFO : Epoch 546 | loss: 0.0311507 | val_loss: 0.031165 | Time: 2016.94 ms [2020-12-21 18:05:21 main:581] : INFO : Epoch 547 | loss: 0.0311494 | val_loss: 0.0311681 | Time: 2021.38 ms [2020-12-21 18:05:23 main:581] : INFO : Epoch 548 | loss: 0.0311512 | val_loss: 0.0311662 | Time: 2017.31 ms [2020-12-21 18:05:25 main:581] : INFO : Epoch 549 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 2024.54 ms [2020-12-21 18:05:27 main:581] : INFO : Epoch 550 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 2016.7 ms [2020-12-21 18:05:29 main:581] : INFO : Epoch 551 | loss: 0.0311529 | val_loss: 0.0311688 | Time: 2026.28 ms [2020-12-21 18:05:31 main:581] : INFO : Epoch 552 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 2026.27 ms [2020-12-21 18:05:33 main:581] : INFO : Epoch 553 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 2022.95 ms [2020-12-21 18:05:35 main:581] : INFO : Epoch 554 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 2015.69 ms [2020-12-21 18:05:37 main:581] : INFO : Epoch 555 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 2025.62 ms [2020-12-21 18:05:39 main:581] : INFO : Epoch 556 | loss: 0.031157 | val_loss: 0.0311645 | Time: 2019.7 ms [2020-12-21 18:05:41 main:581] : INFO : Epoch 557 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 2010.13 ms [2020-12-21 18:05:43 main:581] : INFO : Epoch 558 | loss: 0.0311569 | val_loss: 0.0311629 | Time: 2019 ms [2020-12-21 18:05:45 main:581] : INFO : Epoch 559 | loss: 0.0311571 | val_loss: 0.031165 | Time: 2020.55 ms [2020-12-21 18:05:47 main:581] : INFO : Epoch 560 | loss: 0.0311543 | val_loss: 0.031163 | Time: 2014.04 ms [2020-12-21 18:05:49 main:581] : INFO : Epoch 561 | loss: 0.0311537 | val_loss: 0.0311635 | Time: 2023.04 ms [2020-12-21 18:05:51 main:581] : INFO : Epoch 562 | loss: 0.031155 | val_loss: 0.0311609 | Time: 2024.46 ms [2020-12-21 18:05:53 main:581] : INFO : Epoch 563 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2021.48 ms [2020-12-21 18:05:55 main:581] : INFO : Epoch 564 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 2017.41 ms [2020-12-21 18:05:57 main:581] : INFO : Epoch 565 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 2032.67 ms [2020-12-21 18:05:59 main:581] : INFO : Epoch 566 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 2017.02 ms [2020-12-21 18:06:01 main:581] : INFO : Epoch 567 | loss: 0.031162 | val_loss: 0.0311648 | Time: 2019.35 ms [2020-12-21 18:06:03 main:581] : INFO : Epoch 568 | loss: 0.0311615 | val_loss: 0.0311615 | Time: 2027.16 ms [2020-12-21 18:06:05 main:581] : INFO : Epoch 569 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 2020.59 ms [2020-12-21 18:06:07 main:581] : INFO : Epoch 570 | loss: 0.0311593 | val_loss: 0.0311628 | Time: 2025.92 ms [2020-12-21 18:06:09 main:581] : INFO : Epoch 571 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 2019.18 ms [2020-12-21 18:06:11 main:581] : INFO : Epoch 572 | loss: 0.0311582 | val_loss: 0.031163 | Time: 2025.73 ms [2020-12-21 18:06:13 main:581] : INFO : Epoch 573 | loss: 0.0311581 | val_loss: 0.0311629 | Time: 2014.85 ms [2020-12-21 18:06:15 main:581] : INFO : Epoch 574 | loss: 0.0311568 | val_loss: 0.0311619 | Time: 2018.83 ms [2020-12-21 18:06:18 main:581] : INFO : Epoch 575 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 2025.59 ms [2020-12-21 18:06:20 main:581] : INFO : Epoch 576 | loss: 0.031155 | val_loss: 0.031162 | Time: 2037.75 ms [2020-12-21 18:06:22 main:581] : INFO : Epoch 577 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 2017.89 ms [2020-12-21 18:06:24 main:581] : INFO : Epoch 578 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 2018.9 ms [2020-12-21 18:06:26 main:581] : INFO : Epoch 579 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 2017.4 ms [2020-12-21 18:06:28 main:581] : INFO : Epoch 580 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 2033.66 ms [2020-12-21 18:06:30 main:581] : INFO : Epoch 581 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 2019.72 ms [2020-12-21 18:06:32 main:581] : INFO : Epoch 582 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2028.23 ms [2020-12-21 18:06:34 main:581] : INFO : Epoch 583 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 2016.91 ms [2020-12-21 18:06:36 main:581] : INFO : Epoch 584 | loss: 0.0311558 | val_loss: 0.0311631 | Time: 2015.93 ms [2020-12-21 18:06:38 main:581] : INFO : Epoch 585 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2024.67 ms [2020-12-21 18:06:40 main:581] : INFO : Epoch 586 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 2026.06 ms [2020-12-21 18:06:42 main:581] : INFO : Epoch 587 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 2015.94 ms [2020-12-21 18:06:44 main:581] : INFO : Epoch 588 | loss: 0.0311551 | val_loss: 0.0311656 | Time: 2034.87 ms [2020-12-21 18:06:46 main:581] : INFO : Epoch 589 | loss: 0.0311548 | val_loss: 0.0311635 | Time: 2018.56 ms [2020-12-21 18:06:48 main:581] : INFO : Epoch 590 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 2022.95 ms [2020-12-21 18:06:50 main:581] : INFO : Epoch 591 | loss: 0.0311546 | val_loss: 0.0311657 | Time: 2037.46 ms [2020-12-21 18:06:52 main:581] : INFO : Epoch 592 | loss: 0.0311537 | val_loss: 0.0311625 | Time: 2025.77 ms [2020-12-21 18:06:54 main:581] : INFO : Epoch 593 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 2010.67 ms [2020-12-21 18:06:56 main:581] : INFO : Epoch 594 | loss: 0.0311545 | val_loss: 0.0311631 | Time: 2025.24 ms [2020-12-21 18:06:58 main:581] : INFO : Epoch 595 | loss: 0.0311563 | val_loss: 0.0311626 | Time: 2028.23 ms [2020-12-21 18:07:00 main:581] : INFO : Epoch 596 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 2028.43 ms [2020-12-21 18:07:02 main:581] : INFO : Epoch 597 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 2027.23 ms [2020-12-21 18:07:04 main:581] : INFO : Epoch 598 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 2019.32 ms [2020-12-21 18:07:06 main:581] : INFO : Epoch 599 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 2015.93 ms [2020-12-21 18:07:08 main:581] : INFO : Epoch 600 | loss: 0.031155 | val_loss: 0.0311646 | Time: 2024.31 ms [2020-12-21 18:07:10 main:581] : INFO : Epoch 601 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 2027.21 ms [2020-12-21 18:07:12 main:581] : INFO : Epoch 602 | loss: 0.0311582 | val_loss: 0.031165 | Time: 2020.19 ms [2020-12-21 18:07:14 main:581] : INFO : Epoch 603 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 2019 ms [2020-12-21 18:07:16 main:581] : INFO : Epoch 604 | loss: 0.0311608 | val_loss: 0.0311697 | Time: 2017.53 ms [2020-12-21 18:07:18 main:581] : INFO : Epoch 605 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 2023.82 ms [2020-12-21 18:07:20 main:581] : INFO : Epoch 606 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2020.65 ms [2020-12-21 18:07:22 main:581] : INFO : Epoch 607 | loss: 0.031159 | val_loss: 0.0311688 | Time: 2024.39 ms [2020-12-21 18:07:24 main:581] : INFO : Epoch 608 | loss: 0.0311619 | val_loss: 0.0311727 | Time: 2020.22 ms [2020-12-21 18:07:26 main:581] : INFO : Epoch 609 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 2026.22 ms [2020-12-21 18:07:28 main:581] : INFO : Epoch 610 | loss: 0.031161 | val_loss: 0.0311686 | Time: 2027.73 ms [2020-12-21 18:07:30 main:581] : INFO : Epoch 611 | loss: 0.031166 | val_loss: 0.031169 | Time: 2023.7 ms [2020-12-21 18:07:32 main:581] : INFO : Epoch 612 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 2017.19 ms [2020-12-21 18:07:34 main:581] : INFO : Epoch 613 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 2023.48 ms [2020-12-21 18:07:36 main:581] : INFO : Epoch 614 | loss: 0.0311721 | val_loss: 0.0311731 | Time: 2026.16 ms [2020-12-21 18:07:38 main:581] : INFO : Epoch 615 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 2026.73 ms [2020-12-21 18:07:40 main:581] : INFO : Epoch 616 | loss: 0.031174 | val_loss: 0.0311776 | Time: 2021.71 ms [2020-12-21 18:07:42 main:581] : INFO : Epoch 617 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 2015.02 ms [2020-12-21 18:07:45 main:581] : INFO : Epoch 618 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 2013.72 ms [2020-12-21 18:07:47 main:581] : INFO : Epoch 619 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 2025.33 ms [2020-12-21 18:07:49 main:581] : INFO : Epoch 620 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 2023.58 ms [2020-12-21 18:07:51 main:581] : INFO : Epoch 621 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 2025.31 ms [2020-12-21 18:07:53 main:581] : INFO : Epoch 622 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 2020.8 ms [2020-12-21 18:07:55 main:581] : INFO : Epoch 623 | loss: 0.0311672 | val_loss: 0.031171 | Time: 2019.36 ms [2020-12-21 18:07:57 main:581] : INFO : Epoch 624 | loss: 0.031167 | val_loss: 0.0311723 | Time: 2021.81 ms [2020-12-21 18:07:59 main:581] : INFO : Epoch 625 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 2016.39 ms [2020-12-21 18:08:01 main:581] : INFO : Epoch 626 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2029.41 ms [2020-12-21 18:08:03 main:581] : INFO : Epoch 627 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 2024.51 ms [2020-12-21 18:08:05 main:581] : INFO : Epoch 628 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 2032.79 ms [2020-12-21 18:08:07 main:581] : INFO : Epoch 629 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 2026.79 ms [2020-12-21 18:08:09 main:581] : INFO : Epoch 630 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 2018.23 ms [2020-12-21 18:08:11 main:581] : INFO : Epoch 631 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 2017.22 ms [2020-12-21 18:08:13 main:581] : INFO : Epoch 632 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 2024.03 ms [2020-12-21 18:08:15 main:581] : INFO : Epoch 633 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 2018.24 ms [2020-12-21 18:08:17 main:581] : INFO : Epoch 634 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 2027.1 ms [2020-12-21 18:08:19 main:581] : INFO : Epoch 635 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 2025.93 ms [2020-12-21 18:08:21 main:581] : INFO : Epoch 636 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 2026.14 ms [2020-12-21 18:08:23 main:581] : INFO : Epoch 637 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 2029.48 ms [2020-12-21 18:08:25 main:581] : INFO : Epoch 638 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 2020.19 ms [2020-12-21 18:08:27 main:581] : INFO : Epoch 639 | loss: 0.0311684 | val_loss: 0.0311696 | Time: 2026.81 ms [2020-12-21 18:08:29 main:581] : INFO : Epoch 640 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 2025.97 ms [2020-12-21 18:08:31 main:581] : INFO : Epoch 641 | loss: 0.0311688 | val_loss: 0.0311691 | Time: 2025.4 ms [2020-12-21 18:08:33 main:581] : INFO : Epoch 642 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 2032.28 ms [2020-12-21 18:08:35 main:581] : INFO : Epoch 643 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 2025.98 ms [2020-12-21 18:08:37 main:581] : INFO : Epoch 644 | loss: 0.0311691 | val_loss: 0.0311676 | Time: 2027.15 ms [2020-12-21 18:08:39 main:581] : INFO : Epoch 645 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2025.91 ms [2020-12-21 18:08:41 main:581] : INFO : Epoch 646 | loss: 0.0311685 | val_loss: 0.0311685 | Time: 2032.68 ms [2020-12-21 18:08:43 main:581] : INFO : Epoch 647 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2036.3 ms [2020-12-21 18:08:45 main:581] : INFO : Epoch 648 | loss: 0.0311671 | val_loss: 0.0311672 | Time: 2021.07 ms [2020-12-21 18:08:47 main:581] : INFO : Epoch 649 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 2033.25 ms [2020-12-21 18:08:49 main:581] : INFO : Epoch 650 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2019.47 ms [2020-12-21 18:08:51 main:581] : INFO : Epoch 651 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 2026.69 ms [2020-12-21 18:08:53 main:581] : INFO : Epoch 652 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 2026.58 ms [2020-12-21 18:08:55 main:581] : INFO : Epoch 653 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 2025.37 ms [2020-12-21 18:08:57 main:581] : INFO : Epoch 654 | loss: 0.031165 | val_loss: 0.0311672 | Time: 2018.79 ms [2020-12-21 18:08:59 main:581] : INFO : Epoch 655 | loss: 0.0311656 | val_loss: 0.031171 | Time: 2020.72 ms [2020-12-21 18:09:01 main:581] : INFO : Epoch 656 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 2024.78 ms [2020-12-21 18:09:03 main:581] : INFO : Epoch 657 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 2026.78 ms [2020-12-21 18:09:06 main:581] : INFO : Epoch 658 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 2017.42 ms [2020-12-21 18:09:08 main:581] : INFO : Epoch 659 | loss: 0.031164 | val_loss: 0.0311664 | Time: 2018.5 ms [2020-12-21 18:09:10 main:581] : INFO : Epoch 660 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2027.19 ms [2020-12-21 18:09:12 main:581] : INFO : Epoch 661 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 2022.7 ms [2020-12-21 18:09:14 main:581] : INFO : Epoch 662 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 2020.81 ms [2020-12-21 18:09:16 main:581] : INFO : Epoch 663 | loss: 0.0311624 | val_loss: 0.0311715 | Time: 2021.99 ms [2020-12-21 18:09:18 main:581] : INFO : Epoch 664 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 2015.52 ms [2020-12-21 18:09:20 main:581] : INFO : Epoch 665 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 2028.03 ms [2020-12-21 18:09:22 main:581] : INFO : Epoch 666 | loss: 0.0311606 | val_loss: 0.031169 | Time: 2019.89 ms [2020-12-21 18:09:24 main:581] : INFO : Epoch 667 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 2026.62 ms [2020-12-21 18:09:26 main:581] : INFO : Epoch 668 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2017.31 ms [2020-12-21 18:09:28 main:581] : INFO : Epoch 669 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 2008.05 ms [2020-12-21 18:09:30 main:581] : INFO : Epoch 670 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 2033.46 ms [2020-12-21 18:09:32 main:581] : INFO : Epoch 671 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 2026.67 ms [2020-12-21 18:09:34 main:581] : INFO : Epoch 672 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 2011.6 ms [2020-12-21 18:09:36 main:581] : INFO : Epoch 673 | loss: 0.0311608 | val_loss: 0.031169 | Time: 2020.85 ms [2020-12-21 18:09:38 main:581] : INFO : Epoch 674 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 2027.59 ms [2020-12-21 18:09:40 main:581] : INFO : Epoch 675 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2009.7 ms [2020-12-21 18:09:42 main:581] : INFO : Epoch 676 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 2026.81 ms [2020-12-21 18:09:44 main:581] : INFO : Epoch 677 | loss: 0.0311644 | val_loss: 0.0311662 | Time: 2026.83 ms [2020-12-21 18:09:46 main:581] : INFO : Epoch 678 | loss: 0.0311627 | val_loss: 0.0311687 | Time: 2020.66 ms [2020-12-21 18:09:48 main:581] : INFO : Epoch 679 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 2027.72 ms [2020-12-21 18:09:50 main:581] : INFO : Epoch 680 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 2024.09 ms [2020-12-21 18:09:52 main:581] : INFO : Epoch 681 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 2028.6 ms [2020-12-21 18:09:54 main:581] : INFO : Epoch 682 | loss: 0.0311621 | val_loss: 0.0311698 | Time: 2019.2 ms [2020-12-21 18:09:56 main:581] : INFO : Epoch 683 | loss: 0.03116 | val_loss: 0.0311704 | Time: 2018.06 ms [2020-12-21 18:09:58 main:581] : INFO : Epoch 684 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 2025 ms [2020-12-21 18:10:00 main:581] : INFO : Epoch 685 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 2027.32 ms [2020-12-21 18:10:02 main:581] : INFO : Epoch 686 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 2023.88 ms [2020-12-21 18:10:04 main:581] : INFO : Epoch 687 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 2031.36 ms [2020-12-21 18:10:06 main:581] : INFO : Epoch 688 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 2030.92 ms [2020-12-21 18:10:08 main:581] : INFO : Epoch 689 | loss: 0.031161 | val_loss: 0.0311713 | Time: 2029.77 ms [2020-12-21 18:10:10 main:581] : INFO : Epoch 690 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 2028.28 ms [2020-12-21 18:10:12 main:581] : INFO : Epoch 691 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 2027.22 ms [2020-12-21 18:10:14 main:581] : INFO : Epoch 692 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 2020.02 ms [2020-12-21 18:10:16 main:581] : INFO : Epoch 693 | loss: 0.0311612 | val_loss: 0.03117 | Time: 2029.36 ms [2020-12-21 18:10:18 main:581] : INFO : Epoch 694 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2024.62 ms [2020-12-21 18:10:20 main:581] : INFO : Epoch 695 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2022.52 ms [2020-12-21 18:10:22 main:581] : INFO : Epoch 696 | loss: 0.0311608 | val_loss: 0.03117 | Time: 2026.53 ms [2020-12-21 18:10:24 main:581] : INFO : Epoch 697 | loss: 0.0311648 | val_loss: 0.0311773 | Time: 2019.58 ms [2020-12-21 18:10:26 main:581] : INFO : Epoch 698 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 2019.31 ms [2020-12-21 18:10:28 main:581] : INFO : Epoch 699 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 2027.09 ms [2020-12-21 18:10:30 main:581] : INFO : Epoch 700 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 2020.52 ms [2020-12-21 18:10:33 main:581] : INFO : Epoch 701 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 2017.44 ms [2020-12-21 18:10:35 main:581] : INFO : Epoch 702 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 2023.47 ms [2020-12-21 18:10:37 main:581] : INFO : Epoch 703 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 2022.38 ms [2020-12-21 18:10:39 main:581] : INFO : Epoch 704 | loss: 0.0311631 | val_loss: 0.0311791 | Time: 2029.24 ms [2020-12-21 18:10:41 main:581] : INFO : Epoch 705 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 2020.88 ms [2020-12-21 18:10:43 main:581] : INFO : Epoch 706 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 2014.6 ms [2020-12-21 18:10:45 main:581] : INFO : Epoch 707 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 2034.48 ms [2020-12-21 18:10:47 main:581] : INFO : Epoch 708 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 2020.6 ms [2020-12-21 18:10:49 main:581] : INFO : Epoch 709 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2022.68 ms [2020-12-21 18:10:51 main:581] : INFO : Epoch 710 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2029.28 ms [2020-12-21 18:10:53 main:581] : INFO : Epoch 711 | loss: 0.031165 | val_loss: 0.0311691 | Time: 2019.47 ms [2020-12-21 18:10:55 main:581] : INFO : Epoch 712 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 2034.27 ms [2020-12-21 18:10:57 main:581] : INFO : Epoch 713 | loss: 0.031162 | val_loss: 0.0311686 | Time: 2014.92 ms [2020-12-21 18:10:59 main:581] : INFO : Epoch 714 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 2030.5 ms [2020-12-21 18:11:01 main:581] : INFO : Epoch 715 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 2030.02 ms [2020-12-21 18:11:03 main:581] : INFO : Epoch 716 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 2018.42 ms [2020-12-21 18:11:05 main:581] : INFO : Epoch 717 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 2022.6 ms [2020-12-21 18:11:07 main:581] : INFO : Epoch 718 | loss: 0.0311582 | val_loss: 0.0311652 | Time: 2017.03 ms [2020-12-21 18:11:09 main:581] : INFO : Epoch 719 | loss: 0.0311585 | val_loss: 0.0311673 | Time: 2017.9 ms [2020-12-21 18:11:11 main:581] : INFO : Epoch 720 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 2023.26 ms [2020-12-21 18:11:13 main:581] : INFO : Epoch 721 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 2017.38 ms [2020-12-21 18:11:15 main:581] : INFO : Epoch 722 | loss: 0.0311605 | val_loss: 0.0311666 | Time: 2023.76 ms [2020-12-21 18:11:17 main:581] : INFO : Epoch 723 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 2014.05 ms [2020-12-21 18:11:19 main:581] : INFO : Epoch 724 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 2015.29 ms [2020-12-21 18:11:21 main:581] : INFO : Epoch 725 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 2024.37 ms [2020-12-21 18:11:23 main:581] : INFO : Epoch 726 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 2022.58 ms [2020-12-21 18:11:25 main:581] : INFO : Epoch 727 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2021.81 ms [2020-12-21 18:11:27 main:581] : INFO : Epoch 728 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 2010.01 ms [2020-12-21 18:11:29 main:581] : INFO : Epoch 729 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 2024.78 ms [2020-12-21 18:11:31 main:581] : INFO : Epoch 730 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2027.43 ms [2020-12-21 18:11:33 main:581] : INFO : Epoch 731 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2021.05 ms [2020-12-21 18:11:35 main:581] : INFO : Epoch 732 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 2030.44 ms [2020-12-21 18:11:37 main:581] : INFO : Epoch 733 | loss: 0.0311818 | val_loss: 0.0311781 | Time: 2019.02 ms [2020-12-21 18:11:39 main:581] : INFO : Epoch 734 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 2022.69 ms [2020-12-21 18:11:41 main:581] : INFO : Epoch 735 | loss: 0.031179 | val_loss: 0.0311784 | Time: 2020.68 ms [2020-12-21 18:11:43 main:581] : INFO : Epoch 736 | loss: 0.0311768 | val_loss: 0.0311746 | Time: 2019.18 ms [2020-12-21 18:11:45 main:581] : INFO : Epoch 737 | loss: 0.0311761 | val_loss: 0.0311737 | Time: 2027.42 ms [2020-12-21 18:11:47 main:581] : INFO : Epoch 738 | loss: 0.0311756 | val_loss: 0.0311744 | Time: 2012.31 ms [2020-12-21 18:11:49 main:581] : INFO : Epoch 739 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2017.61 ms [2020-12-21 18:11:51 main:581] : INFO : Epoch 740 | loss: 0.0311756 | val_loss: 0.0311744 | Time: 2027.46 ms [2020-12-21 18:11:53 main:581] : INFO : Epoch 741 | loss: 0.0311745 | val_loss: 0.0311747 | Time: 2016.94 ms [2020-12-21 18:11:55 main:581] : INFO : Epoch 742 | loss: 0.0311747 | val_loss: 0.031174 | Time: 2013.69 ms [2020-12-21 18:11:57 main:581] : INFO : Epoch 743 | loss: 0.0311745 | val_loss: 0.0311746 | Time: 2013.66 ms [2020-12-21 18:11:59 main:581] : INFO : Epoch 744 | loss: 0.0311734 | val_loss: 0.0311735 | Time: 2026.65 ms [2020-12-21 18:12:01 main:581] : INFO : Epoch 745 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 2019.71 ms [2020-12-21 18:12:03 main:581] : INFO : Epoch 746 | loss: 0.031174 | val_loss: 0.0311761 | Time: 2024.15 ms [2020-12-21 18:12:06 main:581] : INFO : Epoch 747 | loss: 0.0311729 | val_loss: 0.0311741 | Time: 2021.65 ms [2020-12-21 18:12:08 main:581] : INFO : Epoch 748 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2029.51 ms [2020-12-21 18:12:10 main:581] : INFO : Epoch 749 | loss: 0.0311722 | val_loss: 0.031175 | Time: 2028.36 ms [2020-12-21 18:12:12 main:581] : INFO : Epoch 750 | loss: 0.0311739 | val_loss: 0.0311725 | Time: 2021.07 ms [2020-12-21 18:12:14 main:581] : INFO : Epoch 751 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 2021.67 ms [2020-12-21 18:12:16 main:581] : INFO : Epoch 752 | loss: 0.031172 | val_loss: 0.031172 | Time: 2019.63 ms [2020-12-21 18:12:18 main:581] : INFO : Epoch 753 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 2026.14 ms [2020-12-21 18:12:20 main:581] : INFO : Epoch 754 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 2019.83 ms [2020-12-21 18:12:22 main:581] : INFO : Epoch 755 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 2026.12 ms [2020-12-21 18:12:24 main:581] : INFO : Epoch 756 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 2016.83 ms [2020-12-21 18:12:26 main:581] : INFO : Epoch 757 | loss: 0.031172 | val_loss: 0.0311743 | Time: 2021.43 ms [2020-12-21 18:12:28 main:581] : INFO : Epoch 758 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 2017.07 ms [2020-12-21 18:12:30 main:581] : INFO : Epoch 759 | loss: 0.031171 | val_loss: 0.0311744 | Time: 2030.2 ms [2020-12-21 18:12:32 main:581] : INFO : Epoch 760 | loss: 0.0311708 | val_loss: 0.0311727 | Time: 2015.35 ms [2020-12-21 18:12:34 main:581] : INFO : Epoch 761 | loss: 0.031171 | val_loss: 0.0311739 | Time: 2023.4 ms [2020-12-21 18:12:36 main:581] : INFO : Epoch 762 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 2034.14 ms [2020-12-21 18:12:38 main:581] : INFO : Epoch 763 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2020 ms [2020-12-21 18:12:40 main:581] : INFO : Epoch 764 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2021.44 ms [2020-12-21 18:12:42 main:581] : INFO : Epoch 765 | loss: 0.031172 | val_loss: 0.031174 | Time: 2015.05 ms [2020-12-21 18:12:44 main:581] : INFO : Epoch 766 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 2024.62 ms [2020-12-21 18:12:46 main:581] : INFO : Epoch 767 | loss: 0.0311736 | val_loss: 0.0311747 | Time: 2026.6 ms [2020-12-21 18:12:48 main:581] : INFO : Epoch 768 | loss: 0.0311736 | val_loss: 0.031175 | Time: 2017.19 ms [2020-12-21 18:12:50 main:581] : INFO : Epoch 769 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 2027.39 ms [2020-12-21 18:12:52 main:581] : INFO : Epoch 770 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 2016.52 ms [2020-12-21 18:12:54 main:581] : INFO : Epoch 771 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 2013.91 ms [2020-12-21 18:12:56 main:581] : INFO : Epoch 772 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2027.89 ms [2020-12-21 18:12:58 main:581] : INFO : Epoch 773 | loss: 0.0311699 | val_loss: 0.0311722 | Time: 2027.43 ms [2020-12-21 18:13:00 main:581] : INFO : Epoch 774 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 2028.72 ms [2020-12-21 18:13:02 main:581] : INFO : Epoch 775 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 2027.41 ms [2020-12-21 18:13:04 main:581] : INFO : Epoch 776 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 2020.83 ms [2020-12-21 18:13:06 main:581] : INFO : Epoch 777 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 2029.64 ms [2020-12-21 18:13:08 main:581] : INFO : Epoch 778 | loss: 0.031169 | val_loss: 0.0311741 | Time: 2029.72 ms [2020-12-21 18:13:10 main:581] : INFO : Epoch 779 | loss: 0.031169 | val_loss: 0.0311733 | Time: 2025.14 ms [2020-12-21 18:13:12 main:581] : INFO : Epoch 780 | loss: 0.031168 | val_loss: 0.0311732 | Time: 2020.05 ms [2020-12-21 18:13:14 main:581] : INFO : Epoch 781 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2027.06 ms [2020-12-21 18:13:16 main:581] : INFO : Epoch 782 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 2016.5 ms [2020-12-21 18:13:18 main:581] : INFO : Epoch 783 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 2023.02 ms [2020-12-21 18:13:20 main:581] : INFO : Epoch 784 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 2027.85 ms [2020-12-21 18:13:22 main:581] : INFO : Epoch 785 | loss: 0.0311659 | val_loss: 0.0311737 | Time: 2016.33 ms [2020-12-21 18:13:24 main:581] : INFO : Epoch 786 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 2016.71 ms [2020-12-21 18:13:26 main:581] : INFO : Epoch 787 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 2030.87 ms [2020-12-21 18:13:28 main:581] : INFO : Epoch 788 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2030.89 ms [2020-12-21 18:13:31 main:581] : INFO : Epoch 789 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2025.79 ms [2020-12-21 18:13:33 main:581] : INFO : Epoch 790 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2017.6 ms [2020-12-21 18:13:35 main:581] : INFO : Epoch 791 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 2025.59 ms [2020-12-21 18:13:37 main:581] : INFO : Epoch 792 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 2021.33 ms [2020-12-21 18:13:39 main:581] : INFO : Epoch 793 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 2030.15 ms [2020-12-21 18:13:41 main:581] : INFO : Epoch 794 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 2023.72 ms [2020-12-21 18:13:43 main:581] : INFO : Epoch 795 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2014.23 ms [2020-12-21 18:13:45 main:581] : INFO : Epoch 796 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2034.22 ms [2020-12-21 18:13:47 main:581] : INFO : Epoch 797 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 2017.54 ms [2020-12-21 18:13:49 main:581] : INFO : Epoch 798 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 2027.33 ms [2020-12-21 18:13:51 main:581] : INFO : Epoch 799 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2021.41 ms [2020-12-21 18:13:53 main:581] : INFO : Epoch 800 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 2031.65 ms [2020-12-21 18:13:55 main:581] : INFO : Epoch 801 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2028.51 ms [2020-12-21 18:13:57 main:581] : INFO : Epoch 802 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 2025.15 ms [2020-12-21 18:13:59 main:581] : INFO : Epoch 803 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 2017.41 ms [2020-12-21 18:14:01 main:581] : INFO : Epoch 804 | loss: 0.0311681 | val_loss: 0.031171 | Time: 2024.88 ms [2020-12-21 18:14:03 main:581] : INFO : Epoch 805 | loss: 0.031166 | val_loss: 0.0311741 | Time: 2020.21 ms [2020-12-21 18:14:05 main:581] : INFO : Epoch 806 | loss: 0.031164 | val_loss: 0.0311741 | Time: 2016.1 ms [2020-12-21 18:14:07 main:581] : INFO : Epoch 807 | loss: 0.0311627 | val_loss: 0.03117 | Time: 2022.99 ms [2020-12-21 18:14:09 main:581] : INFO : Epoch 808 | loss: 0.031165 | val_loss: 0.0311771 | Time: 2014.99 ms [2020-12-21 18:14:11 main:581] : INFO : Epoch 809 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 2023.15 ms [2020-12-21 18:14:13 main:581] : INFO : Epoch 810 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 2025.51 ms [2020-12-21 18:14:15 main:581] : INFO : Epoch 811 | loss: 0.031167 | val_loss: 0.0311728 | Time: 2020.88 ms [2020-12-21 18:14:17 main:581] : INFO : Epoch 812 | loss: 0.0311703 | val_loss: 0.031184 | Time: 2024.73 ms [2020-12-21 18:14:19 main:581] : INFO : Epoch 813 | loss: 0.0311715 | val_loss: 0.0311709 | Time: 2025.41 ms [2020-12-21 18:14:21 main:581] : INFO : Epoch 814 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 2020.58 ms [2020-12-21 18:14:23 main:581] : INFO : Epoch 815 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 2029.48 ms [2020-12-21 18:14:25 main:581] : INFO : Epoch 816 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 2019.11 ms [2020-12-21 18:14:27 main:581] : INFO : Epoch 817 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 2030.03 ms [2020-12-21 18:14:29 main:581] : INFO : Epoch 818 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 2018.39 ms [2020-12-21 18:14:31 main:581] : INFO : Epoch 819 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 2027.62 ms [2020-12-21 18:14:33 main:581] : INFO : Epoch 820 | loss: 0.0311664 | val_loss: 0.0311686 | Time: 2022.37 ms [2020-12-21 18:14:35 main:581] : INFO : Epoch 821 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2028.47 ms [2020-12-21 18:14:37 main:581] : INFO : Epoch 822 | loss: 0.0311687 | val_loss: 0.0311696 | Time: 2016.3 ms [2020-12-21 18:14:39 main:581] : INFO : Epoch 823 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 2023.9 ms [2020-12-21 18:14:41 main:581] : INFO : Epoch 824 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 2006.69 ms [2020-12-21 18:14:43 main:581] : INFO : Epoch 825 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1939.3 ms [2020-12-21 18:14:45 main:581] : INFO : Epoch 826 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 2036.42 ms [2020-12-21 18:14:47 main:581] : INFO : Epoch 827 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 2018.84 ms [2020-12-21 18:14:49 main:581] : INFO : Epoch 828 | loss: 0.031164 | val_loss: 0.0311699 | Time: 2018.62 ms [2020-12-21 18:14:51 main:581] : INFO : Epoch 829 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 2027.72 ms [2020-12-21 18:14:53 main:581] : INFO : Epoch 830 | loss: 0.031162 | val_loss: 0.0311724 | Time: 2018.97 ms [2020-12-21 18:14:55 main:581] : INFO : Epoch 831 | loss: 0.031165 | val_loss: 0.0311714 | Time: 2029.61 ms [2020-12-21 18:14:57 main:581] : INFO : Epoch 832 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2025.14 ms [2020-12-21 18:14:59 main:581] : INFO : Epoch 833 | loss: 0.0311641 | val_loss: 0.03117 | Time: 2019.83 ms [2020-12-21 18:15:01 main:581] : INFO : Epoch 834 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 2032.49 ms [2020-12-21 18:15:04 main:581] : INFO : Epoch 835 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 2023.41 ms [2020-12-21 18:15:06 main:581] : INFO : Epoch 836 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 2024.66 ms [2020-12-21 18:15:08 main:581] : INFO : Epoch 837 | loss: 0.031164 | val_loss: 0.0311718 | Time: 2033.01 ms [2020-12-21 18:15:10 main:581] : INFO : Epoch 838 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2023.6 ms [2020-12-21 18:15:12 main:581] : INFO : Epoch 839 | loss: 0.0311608 | val_loss: 0.031175 | Time: 2037.96 ms [2020-12-21 18:15:14 main:581] : INFO : Epoch 840 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 2024.88 ms [2020-12-21 18:15:16 main:581] : INFO : Epoch 841 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 2019.85 ms [2020-12-21 18:15:18 main:581] : INFO : Epoch 842 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2026.82 ms [2020-12-21 18:15:20 main:581] : INFO : Epoch 843 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 2034.34 ms [2020-12-21 18:15:22 main:581] : INFO : Epoch 844 | loss: 0.0311671 | val_loss: 0.031171 | Time: 2029.53 ms [2020-12-21 18:15:24 main:581] : INFO : Epoch 845 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 2019.43 ms [2020-12-21 18:15:26 main:581] : INFO : Epoch 846 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 2030 ms [2020-12-21 18:15:28 main:581] : INFO : Epoch 847 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 2026.68 ms [2020-12-21 18:15:30 main:581] : INFO : Epoch 848 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2029.99 ms [2020-12-21 18:15:32 main:581] : INFO : Epoch 849 | loss: 0.031162 | val_loss: 0.0311745 | Time: 2016.2 ms [2020-12-21 18:15:34 main:581] : INFO : Epoch 850 | loss: 0.031162 | val_loss: 0.031177 | Time: 2029.1 ms [2020-12-21 18:15:36 main:581] : INFO : Epoch 851 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 2026.6 ms [2020-12-21 18:15:38 main:581] : INFO : Epoch 852 | loss: 0.0311595 | val_loss: 0.0311748 | Time: 1982.79 ms [2020-12-21 18:15:40 main:581] : INFO : Epoch 853 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 2012.51 ms [2020-12-21 18:15:42 main:581] : INFO : Epoch 854 | loss: 0.0311607 | val_loss: 0.0311791 | Time: 2023.23 ms [2020-12-21 18:15:44 main:581] : INFO : Epoch 855 | loss: 0.0311599 | val_loss: 0.0311763 | Time: 2016 ms [2020-12-21 18:15:46 main:581] : INFO : Epoch 856 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 2024.77 ms [2020-12-21 18:15:48 main:581] : INFO : Epoch 857 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 2023.98 ms [2020-12-21 18:15:50 main:581] : INFO : Epoch 858 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 2019.1 ms [2020-12-21 18:15:52 main:581] : INFO : Epoch 859 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2026.98 ms [2020-12-21 18:15:54 main:581] : INFO : Epoch 860 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2017.02 ms [2020-12-21 18:15:56 main:581] : INFO : Epoch 861 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2022.85 ms [2020-12-21 18:15:58 main:581] : INFO : Epoch 862 | loss: 0.0311625 | val_loss: 0.0311746 | Time: 2031.25 ms [2020-12-21 18:16:00 main:581] : INFO : Epoch 863 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 2035.51 ms [2020-12-21 18:16:02 main:581] : INFO : Epoch 864 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 2036.95 ms [2020-12-21 18:16:04 main:581] : INFO : Epoch 865 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 2037.01 ms [2020-12-21 18:16:06 main:581] : INFO : Epoch 866 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 2018.58 ms [2020-12-21 18:16:08 main:581] : INFO : Epoch 867 | loss: 0.031161 | val_loss: 0.03117 | Time: 2031.57 ms [2020-12-21 18:16:10 main:581] : INFO : Epoch 868 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2026.51 ms [2020-12-21 18:16:12 main:581] : INFO : Epoch 869 | loss: 0.0311606 | val_loss: 0.031168 | Time: 2028.26 ms [2020-12-21 18:16:14 main:581] : INFO : Epoch 870 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 2032.77 ms [2020-12-21 18:16:16 main:581] : INFO : Epoch 871 | loss: 0.03116 | val_loss: 0.0311699 | Time: 2031.53 ms [2020-12-21 18:16:18 main:581] : INFO : Epoch 872 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 2025 ms [2020-12-21 18:16:20 main:581] : INFO : Epoch 873 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 2036.1 ms [2020-12-21 18:16:23 main:581] : INFO : Epoch 874 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 2017.73 ms [2020-12-21 18:16:25 main:581] : INFO : Epoch 875 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 2020.59 ms [2020-12-21 18:16:27 main:581] : INFO : Epoch 876 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 2027.85 ms [2020-12-21 18:16:29 main:581] : INFO : Epoch 877 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2018 ms [2020-12-21 18:16:31 main:581] : INFO : Epoch 878 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 2020.69 ms [2020-12-21 18:16:33 main:581] : INFO : Epoch 879 | loss: 0.031163 | val_loss: 0.0311688 | Time: 2032.35 ms [2020-12-21 18:16:35 main:581] : INFO : Epoch 880 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 2029.01 ms [2020-12-21 18:16:37 main:581] : INFO : Epoch 881 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2038.5 ms [2020-12-21 18:16:39 main:581] : INFO : Epoch 882 | loss: 0.031164 | val_loss: 0.0311785 | Time: 2035.39 ms [2020-12-21 18:16:41 main:581] : INFO : Epoch 883 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 2033.16 ms [2020-12-21 18:16:43 main:581] : INFO : Epoch 884 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2037.92 ms [2020-12-21 18:16:45 main:581] : INFO : Epoch 885 | loss: 0.031162 | val_loss: 0.0311713 | Time: 2037.59 ms [2020-12-21 18:16:47 main:581] : INFO : Epoch 886 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2034.77 ms [2020-12-21 18:16:49 main:581] : INFO : Epoch 887 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2033.77 ms [2020-12-21 18:16:51 main:581] : INFO : Epoch 888 | loss: 0.03116 | val_loss: 0.0311756 | Time: 2023.32 ms [2020-12-21 18:16:53 main:581] : INFO : Epoch 889 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 2035.92 ms [2020-12-21 18:16:55 main:581] : INFO : Epoch 890 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 2043.86 ms [2020-12-21 18:16:57 main:581] : INFO : Epoch 891 | loss: 0.0311604 | val_loss: 0.03117 | Time: 2025.78 ms [2020-12-21 18:16:59 main:581] : INFO : Epoch 892 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 2031.81 ms [2020-12-21 18:17:01 main:581] : INFO : Epoch 893 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 2034.07 ms [2020-12-21 18:17:03 main:581] : INFO : Epoch 894 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 2039.4 ms [2020-12-21 18:17:05 main:581] : INFO : Epoch 895 | loss: 0.0311578 | val_loss: 0.0311695 | Time: 2030.05 ms [2020-12-21 18:17:07 main:581] : INFO : Epoch 896 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 2035.67 ms [2020-12-21 18:17:09 main:581] : INFO : Epoch 897 | loss: 0.0311594 | val_loss: 0.03117 | Time: 2034.89 ms [2020-12-21 18:17:11 main:581] : INFO : Epoch 898 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 2033.96 ms [2020-12-21 18:17:13 main:581] : INFO : Epoch 899 | loss: 0.0311604 | val_loss: 0.0311735 | Time: 2023.76 ms [2020-12-21 18:17:15 main:581] : INFO : Epoch 900 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 2028.66 ms [2020-12-21 18:17:17 main:581] : INFO : Epoch 901 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2029.3 ms [2020-12-21 18:17:19 main:581] : INFO : Epoch 902 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 2024.29 ms [2020-12-21 18:17:21 main:581] : INFO : Epoch 903 | loss: 0.0311578 | val_loss: 0.0311665 | Time: 2032.31 ms [2020-12-21 18:17:23 main:581] : INFO : Epoch 904 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 2029.26 ms [2020-12-21 18:17:25 main:581] : INFO : Epoch 905 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 2022.73 ms [2020-12-21 18:17:27 main:581] : INFO : Epoch 906 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2022.13 ms [2020-12-21 18:17:30 main:581] : INFO : Epoch 907 | loss: 0.0311586 | val_loss: 0.0311777 | Time: 2031.13 ms [2020-12-21 18:17:32 main:581] : INFO : Epoch 908 | loss: 0.03116 | val_loss: 0.0311674 | Time: 2023.35 ms [2020-12-21 18:17:34 main:581] : INFO : Epoch 909 | loss: 0.0311598 | val_loss: 0.0311678 | Time: 2029.05 ms [2020-12-21 18:17:36 main:581] : INFO : Epoch 910 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 2031.61 ms [2020-12-21 18:17:38 main:581] : INFO : Epoch 911 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2023.53 ms [2020-12-21 18:17:40 main:581] : INFO : Epoch 912 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 2029.05 ms [2020-12-21 18:17:42 main:581] : INFO : Epoch 913 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 2029.12 ms [2020-12-21 18:17:44 main:581] : INFO : Epoch 914 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 2022.22 ms [2020-12-21 18:17:46 main:581] : INFO : Epoch 915 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 2029.28 ms [2020-12-21 18:17:48 main:581] : INFO : Epoch 916 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 2015.41 ms [2020-12-21 18:17:50 main:581] : INFO : Epoch 917 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 2019.82 ms [2020-12-21 18:17:52 main:581] : INFO : Epoch 918 | loss: 0.0311582 | val_loss: 0.031169 | Time: 2024.99 ms [2020-12-21 18:17:54 main:581] : INFO : Epoch 919 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 2021.74 ms [2020-12-21 18:17:56 main:581] : INFO : Epoch 920 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 2029.61 ms [2020-12-21 18:17:58 main:581] : INFO : Epoch 921 | loss: 0.0311605 | val_loss: 0.0311699 | Time: 2015.6 ms [2020-12-21 18:18:00 main:581] : INFO : Epoch 922 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 2030.87 ms [2020-12-21 18:18:02 main:581] : INFO : Epoch 923 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 2025.16 ms [2020-12-21 18:18:04 main:581] : INFO : Epoch 924 | loss: 0.0311598 | val_loss: 0.0311721 | Time: 2029.57 ms [2020-12-21 18:18:06 main:581] : INFO : Epoch 925 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 2020.37 ms [2020-12-21 18:18:08 main:581] : INFO : Epoch 926 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 2033.17 ms [2020-12-21 18:18:10 main:581] : INFO : Epoch 927 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 2017.92 ms [2020-12-21 18:18:12 main:581] : INFO : Epoch 928 | loss: 0.0311599 | val_loss: 0.0311733 | Time: 2029.04 ms [2020-12-21 18:18:14 main:581] : INFO : Epoch 929 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2016.42 ms [2020-12-21 18:18:16 main:581] : INFO : Epoch 930 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 2033.78 ms [2020-12-21 18:18:18 main:581] : INFO : Epoch 931 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 2031.26 ms [2020-12-21 18:18:20 main:581] : INFO : Epoch 932 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 2029.63 ms [2020-12-21 18:18:22 main:581] : INFO : Epoch 933 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 2029.82 ms [2020-12-21 18:18:24 main:581] : INFO : Epoch 934 | loss: 0.0311604 | val_loss: 0.0311849 | Time: 2019.18 ms [2020-12-21 18:18:26 main:581] : INFO : Epoch 935 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 2029.54 ms [2020-12-21 18:18:28 main:581] : INFO : Epoch 936 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 2032.22 ms [2020-12-21 18:18:30 main:581] : INFO : Epoch 937 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 2030.22 ms [2020-12-21 18:18:32 main:581] : INFO : Epoch 938 | loss: 0.0311584 | val_loss: 0.0311834 | Time: 2025.53 ms [2020-12-21 18:18:34 main:581] : INFO : Epoch 939 | loss: 0.031161 | val_loss: 0.0311708 | Time: 2022.1 ms [2020-12-21 18:18:36 main:581] : INFO : Epoch 940 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 2031.84 ms [2020-12-21 18:18:38 main:581] : INFO : Epoch 941 | loss: 0.0311588 | val_loss: 0.0311754 | Time: 2033.53 ms [2020-12-21 18:18:40 main:581] : INFO : Epoch 942 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 2026.32 ms [2020-12-21 18:18:42 main:581] : INFO : Epoch 943 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 2023.72 ms [2020-12-21 18:18:45 main:581] : INFO : Epoch 944 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 2030.97 ms [2020-12-21 18:18:47 main:581] : INFO : Epoch 945 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 2022.95 ms [2020-12-21 18:18:49 main:581] : INFO : Epoch 946 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 2028.89 ms [2020-12-21 18:18:51 main:581] : INFO : Epoch 947 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 2028.42 ms [2020-12-21 18:18:53 main:581] : INFO : Epoch 948 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 2025.16 ms [2020-12-21 18:18:55 main:581] : INFO : Epoch 949 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 2046.52 ms [2020-12-21 18:18:57 main:581] : INFO : Epoch 950 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 2036.77 ms [2020-12-21 18:18:59 main:581] : INFO : Epoch 951 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 2037.76 ms [2020-12-21 18:19:01 main:581] : INFO : Epoch 952 | loss: 0.0311682 | val_loss: 0.0311717 | Time: 2044.4 ms [2020-12-21 18:19:03 main:581] : INFO : Epoch 953 | loss: 0.03117 | val_loss: 0.0311724 | Time: 2037.91 ms [2020-12-21 18:19:05 main:581] : INFO : Epoch 954 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 2027.64 ms [2020-12-21 18:19:07 main:581] : INFO : Epoch 955 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2030.94 ms [2020-12-21 18:19:09 main:581] : INFO : Epoch 956 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 2028.56 ms [2020-12-21 18:19:11 main:581] : INFO : Epoch 957 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 2030.15 ms [2020-12-21 18:19:13 main:581] : INFO : Epoch 958 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 2030.26 ms [2020-12-21 18:19:15 main:581] : INFO : Epoch 959 | loss: 0.0311683 | val_loss: 0.0311696 | Time: 2018.69 ms [2020-12-21 18:19:17 main:581] : INFO : Epoch 960 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 2031.24 ms [2020-12-21 18:19:19 main:581] : INFO : Epoch 961 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 2028.94 ms [2020-12-21 18:19:21 main:581] : INFO : Epoch 962 | loss: 0.0311686 | val_loss: 0.031172 | Time: 2032.62 ms [2020-12-21 18:19:23 main:581] : INFO : Epoch 963 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 2029.53 ms [2020-12-21 18:19:25 main:581] : INFO : Epoch 964 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 2022.21 ms [2020-12-21 18:19:27 main:581] : INFO : Epoch 965 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2029.83 ms [2020-12-21 18:19:29 main:581] : INFO : Epoch 966 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 2016.67 ms [2020-12-21 18:19:31 main:581] : INFO : Epoch 967 | loss: 0.0311624 | val_loss: 0.031173 | Time: 2028.09 ms [2020-12-21 18:19:33 main:581] : INFO : Epoch 968 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2023.19 ms [2020-12-21 18:19:35 main:581] : INFO : Epoch 969 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2019.46 ms [2020-12-21 18:19:37 main:581] : INFO : Epoch 970 | loss: 0.0311606 | val_loss: 0.031172 | Time: 2033.28 ms [2020-12-21 18:19:39 main:581] : INFO : Epoch 971 | loss: 0.0311596 | val_loss: 0.0311718 | Time: 2020.26 ms [2020-12-21 18:19:41 main:581] : INFO : Epoch 972 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 2031.62 ms [2020-12-21 18:19:43 main:581] : INFO : Epoch 973 | loss: 0.0311583 | val_loss: 0.0311809 | Time: 2026.06 ms [2020-12-21 18:19:45 main:581] : INFO : Epoch 974 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 2026.57 ms [2020-12-21 18:19:47 main:581] : INFO : Epoch 975 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2035.34 ms [2020-12-21 18:19:49 main:581] : INFO : Epoch 976 | loss: 0.03116 | val_loss: 0.0311766 | Time: 2039.15 ms [2020-12-21 18:19:52 main:581] : INFO : Epoch 977 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 2031.2 ms [2020-12-21 18:19:54 main:581] : INFO : Epoch 978 | loss: 0.031161 | val_loss: 0.0311697 | Time: 2040.11 ms [2020-12-21 18:19:56 main:581] : INFO : Epoch 979 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2024.55 ms [2020-12-21 18:19:58 main:581] : INFO : Epoch 980 | loss: 0.031161 | val_loss: 0.0311695 | Time: 2037.26 ms [2020-12-21 18:20:00 main:581] : INFO : Epoch 981 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2040.26 ms [2020-12-21 18:20:02 main:581] : INFO : Epoch 982 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 2037.84 ms [2020-12-21 18:20:04 main:581] : INFO : Epoch 983 | loss: 0.0311591 | val_loss: 0.0311742 | Time: 2035.35 ms [2020-12-21 18:20:06 main:581] : INFO : Epoch 984 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 2027.77 ms [2020-12-21 18:20:08 main:581] : INFO : Epoch 985 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 2032.68 ms [2020-12-21 18:20:10 main:581] : INFO : Epoch 986 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 2036.9 ms [2020-12-21 18:20:12 main:581] : INFO : Epoch 987 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 2026.46 ms [2020-12-21 18:20:14 main:581] : INFO : Epoch 988 | loss: 0.0311581 | val_loss: 0.0311802 | Time: 2038.48 ms [2020-12-21 18:20:16 main:581] : INFO : Epoch 989 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2039.91 ms [2020-12-21 18:20:18 main:581] : INFO : Epoch 990 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 2019.63 ms [2020-12-21 18:20:20 main:581] : INFO : Epoch 991 | loss: 0.0311595 | val_loss: 0.0311742 | Time: 2035.89 ms [2020-12-21 18:20:22 main:581] : INFO : Epoch 992 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 2032.94 ms [2020-12-21 18:20:24 main:581] : INFO : Epoch 993 | loss: 0.03116 | val_loss: 0.0311696 | Time: 2033.05 ms [2020-12-21 18:20:26 main:581] : INFO : Epoch 994 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 2030.22 ms [2020-12-21 18:20:28 main:581] : INFO : Epoch 995 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2039.89 ms [2020-12-21 18:20:30 main:581] : INFO : Epoch 996 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 2035.36 ms [2020-12-21 18:20:32 main:581] : INFO : Epoch 997 | loss: 0.0311709 | val_loss: 0.0311714 | Time: 2024.52 ms [2020-12-21 18:20:34 main:581] : INFO : Epoch 998 | loss: 0.0311768 | val_loss: 0.0311733 | Time: 2033.79 ms [2020-12-21 18:20:36 main:581] : INFO : Epoch 999 | loss: 0.0311777 | val_loss: 0.0311741 | Time: 2034.01 ms [2020-12-21 18:20:38 main:581] : INFO : Epoch 1000 | loss: 0.0311743 | val_loss: 0.0311702 | Time: 2033.34 ms [2020-12-21 18:20:40 main:581] : INFO : Epoch 1001 | loss: 0.0311731 | val_loss: 0.0311704 | Time: 2032.3 ms [2020-12-21 18:20:42 main:581] : INFO : Epoch 1002 | loss: 0.0311736 | val_loss: 0.0311701 | Time: 2032.51 ms [2020-12-21 18:20:44 main:581] : INFO : Epoch 1003 | loss: 0.031171 | val_loss: 0.0311705 | Time: 2015.55 ms [2020-12-21 18:20:46 main:581] : INFO : Epoch 1004 | loss: 0.0311706 | val_loss: 0.0311705 | Time: 2031.98 ms [2020-12-21 18:20:48 main:581] : INFO : Epoch 1005 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 2032.01 ms [2020-12-21 18:20:50 main:581] : INFO : Epoch 1006 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 2036.8 ms [2020-12-21 18:20:52 main:581] : INFO : Epoch 1007 | loss: 0.031167 | val_loss: 0.0311703 | Time: 2028.71 ms [2020-12-21 18:20:55 main:581] : INFO : Epoch 1008 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 2038.68 ms [2020-12-21 18:20:57 main:581] : INFO : Epoch 1009 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 2031.85 ms [2020-12-21 18:20:59 main:581] : INFO : Epoch 1010 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 2034.4 ms [2020-12-21 18:21:01 main:581] : INFO : Epoch 1011 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 2034.25 ms [2020-12-21 18:21:03 main:581] : INFO : Epoch 1012 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 2034.73 ms [2020-12-21 18:21:05 main:581] : INFO : Epoch 1013 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 2025.23 ms [2020-12-21 18:21:07 main:581] : INFO : Epoch 1014 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 2036.4 ms [2020-12-21 18:21:09 main:581] : INFO : Epoch 1015 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 2039.04 ms [2020-12-21 18:21:11 main:581] : INFO : Epoch 1016 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 2034.07 ms [2020-12-21 18:21:13 main:581] : INFO : Epoch 1017 | loss: 0.0311681 | val_loss: 0.0311698 | Time: 2024.32 ms [2020-12-21 18:21:15 main:581] : INFO : Epoch 1018 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2039.46 ms [2020-12-21 18:21:17 main:581] : INFO : Epoch 1019 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 2037.41 ms [2020-12-21 18:21:19 main:581] : INFO : Epoch 1020 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 2029.39 ms [2020-12-21 18:21:21 main:581] : INFO : Epoch 1021 | loss: 0.031164 | val_loss: 0.0311728 | Time: 2032.95 ms [2020-12-21 18:21:23 main:581] : INFO : Epoch 1022 | loss: 0.031163 | val_loss: 0.0311729 | Time: 2034.41 ms [2020-12-21 18:21:25 main:581] : INFO : Epoch 1023 | loss: 0.031162 | val_loss: 0.0311757 | Time: 2035.37 ms [2020-12-21 18:21:27 main:581] : INFO : Epoch 1024 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 2035.4 ms [2020-12-21 18:21:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311734 [2020-12-21 18:21:27 main:610] : INFO : Saving end state to config to file [2020-12-21 18:21:27 main:615] : INFO : Success, exiting.. 18:21:27 (1519560): 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)