Task 3326054
| Name | ParityMachine-1605115856-14451-5_0 |
| Workunit | 1589445 |
| Created | 18 Dec 2020, 16:00:59 UTC |
| Sent | 20 Dec 2020, 19:34:44 UTC |
| Report deadline | 27 Dec 2020, 19:34:44 UTC |
| Received | 21 Dec 2020, 9:23:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 28 sec |
| CPU time | 34 min 24 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311576 | val_loss: 0.031168 | Time: 2021.08 ms
[2020-12-21 03:05:23 main:581] : INFO : Epoch 511 | loss: 0.0311574 | val_loss: 0.031168 | Time: 2021.56 ms
[2020-12-21 03:05:25 main:581] : INFO : Epoch 512 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 2030.94 ms
[2020-12-21 03:05:27 main:581] : INFO : Epoch 513 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 2020.23 ms
[2020-12-21 03:05:29 main:581] : INFO : Epoch 514 | loss: 0.0311593 | val_loss: 0.0311703 | Time: 2028.18 ms
[2020-12-21 03:05:31 main:581] : INFO : Epoch 515 | loss: 0.0311595 | val_loss: 0.0311713 | Time: 2020.15 ms
[2020-12-21 03:05:33 main:581] : INFO : Epoch 516 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 2022.11 ms
[2020-12-21 03:05:35 main:581] : INFO : Epoch 517 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 2027.62 ms
[2020-12-21 03:05:37 main:581] : INFO : Epoch 518 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2030.72 ms
[2020-12-21 03:05:39 main:581] : INFO : Epoch 519 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 2021.74 ms
[2020-12-21 03:05:41 main:581] : INFO : Epoch 520 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 2021.94 ms
[2020-12-21 03:05:43 main:581] : INFO : Epoch 521 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 2024.35 ms
[2020-12-21 03:05:45 main:581] : INFO : Epoch 522 | loss: 0.031156 | val_loss: 0.0311696 | Time: 2023.24 ms
[2020-12-21 03:05:48 main:581] : INFO : Epoch 523 | loss: 0.0311572 | val_loss: 0.0311754 | Time: 2026.04 ms
[2020-12-21 03:05:50 main:581] : INFO : Epoch 524 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 2026.21 ms
[2020-12-21 03:05:52 main:581] : INFO : Epoch 525 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 2023.43 ms
[2020-12-21 03:05:54 main:581] : INFO : Epoch 526 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2025.47 ms
[2020-12-21 03:05:56 main:581] : INFO : Epoch 527 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 2022.3 ms
[2020-12-21 03:05:58 main:581] : INFO : Epoch 528 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 2022.26 ms
[2020-12-21 03:06:00 main:581] : INFO : Epoch 529 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 2021.07 ms
[2020-12-21 03:06:02 main:581] : INFO : Epoch 530 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 2024.25 ms
[2020-12-21 03:06:04 main:581] : INFO : Epoch 531 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 2024.47 ms
[2020-12-21 03:06:06 main:581] : INFO : Epoch 532 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 2026.62 ms
[2020-12-21 03:06:08 main:581] : INFO : Epoch 533 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 2022.46 ms
[2020-12-21 03:06:10 main:581] : INFO : Epoch 534 | loss: 0.031166 | val_loss: 0.0311703 | Time: 2023.15 ms
[2020-12-21 03:06:12 main:581] : INFO : Epoch 535 | loss: 0.031165 | val_loss: 0.0311683 | Time: 2023.49 ms
[2020-12-21 03:06:14 main:581] : INFO : Epoch 536 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 2025.79 ms
[2020-12-21 03:06:16 main:581] : INFO : Epoch 537 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 2024.48 ms
[2020-12-21 03:06:18 main:581] : INFO : Epoch 538 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 2031.75 ms
[2020-12-21 03:06:20 main:581] : INFO : Epoch 539 | loss: 0.03116 | val_loss: 0.0311666 | Time: 2022.41 ms
[2020-12-21 03:06:22 main:581] : INFO : Epoch 540 | loss: 0.0311589 | val_loss: 0.0311654 | Time: 2022.36 ms
[2020-12-21 03:06:24 main:581] : INFO : Epoch 541 | loss: 0.0311591 | val_loss: 0.031168 | Time: 2027.32 ms
[2020-12-21 03:06:26 main:581] : INFO : Epoch 542 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2023.19 ms
[2020-12-21 03:06:28 main:581] : INFO : Epoch 543 | loss: 0.0311597 | val_loss: 0.03117 | Time: 2022.05 ms
[2020-12-21 03:06:30 main:581] : INFO : Epoch 544 | loss: 0.0311589 | val_loss: 0.031167 | Time: 2026.88 ms
[2020-12-21 03:06:32 main:581] : INFO : Epoch 545 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2023.06 ms
[2020-12-21 03:06:34 main:581] : INFO : Epoch 546 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 2024.99 ms
[2020-12-21 03:06:36 main:581] : INFO : Epoch 547 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 2024.86 ms
[2020-12-21 03:06:38 main:581] : INFO : Epoch 548 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2026.64 ms
[2020-12-21 03:06:40 main:581] : INFO : Epoch 549 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 2033.49 ms
[2020-12-21 03:06:42 main:581] : INFO : Epoch 550 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 2026.46 ms
[2020-12-21 03:06:44 main:581] : INFO : Epoch 551 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 2022.98 ms
[2020-12-21 03:06:46 main:581] : INFO : Epoch 552 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 2024.58 ms
[2020-12-21 03:06:48 main:581] : INFO : Epoch 553 | loss: 0.0311574 | val_loss: 0.0311657 | Time: 2025.68 ms
[2020-12-21 03:06:50 main:581] : INFO : Epoch 554 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 2024.82 ms
[2020-12-21 03:06:52 main:581] : INFO : Epoch 555 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2032.43 ms
[2020-12-21 03:06:54 main:581] : INFO : Epoch 556 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 2031.58 ms
[2020-12-21 03:06:56 main:581] : INFO : Epoch 557 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 2024.84 ms
[2020-12-21 03:06:58 main:581] : INFO : Epoch 558 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 2025.51 ms
[2020-12-21 03:07:00 main:581] : INFO : Epoch 559 | loss: 0.0311568 | val_loss: 0.031169 | Time: 2023.67 ms
[2020-12-21 03:07:02 main:581] : INFO : Epoch 560 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 2028.53 ms
[2020-12-21 03:07:04 main:581] : INFO : Epoch 561 | loss: 0.031158 | val_loss: 0.0311675 | Time: 2029.43 ms
[2020-12-21 03:07:07 main:581] : INFO : Epoch 562 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2022.44 ms
[2020-12-21 03:07:09 main:581] : INFO : Epoch 563 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 2022.52 ms
[2020-12-21 03:07:11 main:581] : INFO : Epoch 564 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 2023.29 ms
[2020-12-21 03:07:13 main:581] : INFO : Epoch 565 | loss: 0.0311554 | val_loss: 0.0311775 | Time: 2024.61 ms
[2020-12-21 03:07:15 main:581] : INFO : Epoch 566 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 2034.3 ms
[2020-12-21 03:07:17 main:581] : INFO : Epoch 567 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 2018.98 ms
[2020-12-21 03:07:19 main:581] : INFO : Epoch 568 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 2031.13 ms
[2020-12-21 03:07:21 main:581] : INFO : Epoch 569 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 2025 ms
[2020-12-21 03:07:23 main:581] : INFO : Epoch 570 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 2026.66 ms
[2020-12-21 03:07:25 main:581] : INFO : Epoch 571 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 2025.86 ms
[2020-12-21 03:07:27 main:581] : INFO : Epoch 572 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 2029 ms
[2020-12-21 03:07:29 main:581] : INFO : Epoch 573 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 2016.6 ms
[2020-12-21 03:07:31 main:581] : INFO : Epoch 574 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 2025.63 ms
[2020-12-21 03:07:33 main:581] : INFO : Epoch 575 | loss: 0.0311535 | val_loss: 0.0311684 | Time: 2028 ms
[2020-12-21 03:07:35 main:581] : INFO : Epoch 576 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 2027.29 ms
[2020-12-21 03:07:37 main:581] : INFO : Epoch 577 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 2023.69 ms
[2020-12-21 03:07:39 main:581] : INFO : Epoch 578 | loss: 0.0311525 | val_loss: 0.031167 | Time: 2015.16 ms
[2020-12-21 03:07:41 main:581] : INFO : Epoch 579 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 2024.6 ms
[2020-12-21 03:07:43 main:581] : INFO : Epoch 580 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 2023.89 ms
[2020-12-21 03:07:45 main:581] : INFO : Epoch 581 | loss: 0.0311515 | val_loss: 0.0311714 | Time: 2012.34 ms
[2020-12-21 03:07:47 main:581] : INFO : Epoch 582 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 2024.26 ms
[2020-12-21 03:07:49 main:581] : INFO : Epoch 583 | loss: 0.0311515 | val_loss: 0.0311771 | Time: 2026.43 ms
[2020-12-21 03:07:51 main:581] : INFO : Epoch 584 | loss: 0.0311529 | val_loss: 0.0311672 | Time: 2022.8 ms
[2020-12-21 03:07:53 main:581] : INFO : Epoch 585 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 2025.72 ms
[2020-12-21 03:07:55 main:581] : INFO : Epoch 586 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 2026.06 ms
[2020-12-21 03:07:57 main:581] : INFO : Epoch 587 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2027.61 ms
[2020-12-21 03:07:59 main:581] : INFO : Epoch 588 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 2024.96 ms
[2020-12-21 03:08:01 main:581] : INFO : Epoch 589 | loss: 0.0311537 | val_loss: 0.0311708 | Time: 2026.7 ms
[2020-12-21 03:08:03 main:581] : INFO : Epoch 590 | loss: 0.0311528 | val_loss: 0.0311694 | Time: 2024.46 ms
[2020-12-21 03:08:05 main:581] : INFO : Epoch 591 | loss: 0.0311522 | val_loss: 0.0311704 | Time: 2031.36 ms
[2020-12-21 03:08:07 main:581] : INFO : Epoch 592 | loss: 0.031154 | val_loss: 0.03117 | Time: 2024.11 ms
[2020-12-21 03:08:09 main:581] : INFO : Epoch 593 | loss: 0.0311568 | val_loss: 0.031177 | Time: 2017.9 ms
[2020-12-21 03:08:11 main:581] : INFO : Epoch 594 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 2026.32 ms
[2020-12-21 03:08:13 main:581] : INFO : Epoch 595 | loss: 0.0311501 | val_loss: 0.0311695 | Time: 2025.91 ms
[2020-12-21 03:08:15 main:581] : INFO : Epoch 596 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 2021.91 ms
[2020-12-21 03:08:17 main:581] : INFO : Epoch 597 | loss: 0.0311526 | val_loss: 0.0311751 | Time: 2014.82 ms
[2020-12-21 03:08:19 main:581] : INFO : Epoch 598 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 2029.18 ms
[2020-12-21 03:08:21 main:581] : INFO : Epoch 599 | loss: 0.0311492 | val_loss: 0.0311698 | Time: 2023.47 ms
[2020-12-21 03:08:23 main:581] : INFO : Epoch 600 | loss: 0.0311487 | val_loss: 0.031169 | Time: 2030.32 ms
[2020-12-21 03:08:25 main:581] : INFO : Epoch 601 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2026.28 ms
[2020-12-21 03:08:28 main:581] : INFO : Epoch 602 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 2026.76 ms
[2020-12-21 03:08:30 main:581] : INFO : Epoch 603 | loss: 0.031151 | val_loss: 0.0311682 | Time: 2028.93 ms
[2020-12-21 03:08:32 main:581] : INFO : Epoch 604 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 2028.21 ms
[2020-12-21 03:08:34 main:581] : INFO : Epoch 605 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 2029.99 ms
[2020-12-21 03:08:36 main:581] : INFO : Epoch 606 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 2027.34 ms
[2020-12-21 03:08:38 main:581] : INFO : Epoch 607 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 2025.23 ms
[2020-12-21 03:08:40 main:581] : INFO : Epoch 608 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 2034.39 ms
[2020-12-21 03:08:42 main:581] : INFO : Epoch 609 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 2028.57 ms
[2020-12-21 03:08:44 main:581] : INFO : Epoch 610 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 2027.24 ms
[2020-12-21 03:08:46 main:581] : INFO : Epoch 611 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 2026.69 ms
[2020-12-21 03:08:48 main:581] : INFO : Epoch 612 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 2036.76 ms
[2020-12-21 03:08:50 main:581] : INFO : Epoch 613 | loss: 0.0311524 | val_loss: 0.0311695 | Time: 2029.31 ms
[2020-12-21 03:08:52 main:581] : INFO : Epoch 614 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 2029.45 ms
[2020-12-21 03:08:54 main:581] : INFO : Epoch 615 | loss: 0.0311508 | val_loss: 0.031165 | Time: 2026.78 ms
[2020-12-21 03:08:56 main:581] : INFO : Epoch 616 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 2027.64 ms
[2020-12-21 03:08:58 main:581] : INFO : Epoch 617 | loss: 0.0311517 | val_loss: 0.0311711 | Time: 2027.82 ms
[2020-12-21 03:09:00 main:581] : INFO : Epoch 618 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2027.28 ms
[2020-12-21 03:09:02 main:581] : INFO : Epoch 619 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 2026.7 ms
[2020-12-21 03:09:04 main:581] : INFO : Epoch 620 | loss: 0.0311508 | val_loss: 0.0311672 | Time: 2028.5 ms
[2020-12-21 03:09:06 main:581] : INFO : Epoch 621 | loss: 0.0311522 | val_loss: 0.0311668 | Time: 1996.04 ms
[2020-12-21 03:09:08 main:581] : INFO : Epoch 622 | loss: 0.03115 | val_loss: 0.0311665 | Time: 1980.12 ms
[2020-12-21 03:09:10 main:581] : INFO : Epoch 623 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 2034.22 ms
[2020-12-21 03:09:12 main:581] : INFO : Epoch 624 | loss: 0.0311506 | val_loss: 0.0311694 | Time: 2020.81 ms
[2020-12-21 03:09:14 main:581] : INFO : Epoch 625 | loss: 0.0311511 | val_loss: 0.0311692 | Time: 2023.72 ms
[2020-12-21 03:09:16 main:581] : INFO : Epoch 626 | loss: 0.0311473 | val_loss: 0.0311662 | Time: 2025.04 ms
[2020-12-21 03:09:18 main:581] : INFO : Epoch 627 | loss: 0.031148 | val_loss: 0.0311654 | Time: 2030.45 ms
[2020-12-21 03:09:20 main:581] : INFO : Epoch 628 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 2023.16 ms
[2020-12-21 03:09:22 main:581] : INFO : Epoch 629 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 2026.24 ms
[2020-12-21 03:09:24 main:581] : INFO : Epoch 630 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 2023.89 ms
[2020-12-21 03:09:26 main:581] : INFO : Epoch 631 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 2020.01 ms
[2020-12-21 03:09:28 main:581] : INFO : Epoch 632 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 2023.48 ms
[2020-12-21 03:09:30 main:581] : INFO : Epoch 633 | loss: 0.0311509 | val_loss: 0.031171 | Time: 2019.59 ms
[2020-12-21 03:09:32 main:581] : INFO : Epoch 634 | loss: 0.0311511 | val_loss: 0.0311705 | Time: 2023.78 ms
[2020-12-21 03:09:34 main:581] : INFO : Epoch 635 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 2025.58 ms
[2020-12-21 03:09:36 main:581] : INFO : Epoch 636 | loss: 0.0311492 | val_loss: 0.0311683 | Time: 2029.61 ms
[2020-12-21 03:09:38 main:581] : INFO : Epoch 637 | loss: 0.031149 | val_loss: 0.031167 | Time: 2022.9 ms
[2020-12-21 03:09:40 main:581] : INFO : Epoch 638 | loss: 0.0311518 | val_loss: 0.0311708 | Time: 2023.87 ms
[2020-12-21 03:09:42 main:581] : INFO : Epoch 639 | loss: 0.031155 | val_loss: 0.0311673 | Time: 2022.65 ms
[2020-12-21 03:09:44 main:581] : INFO : Epoch 640 | loss: 0.0311514 | val_loss: 0.0311702 | Time: 2019.95 ms
[2020-12-21 03:09:46 main:581] : INFO : Epoch 641 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 2021.13 ms
[2020-12-21 03:09:49 main:581] : INFO : Epoch 642 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 2026.81 ms
[2020-12-21 03:09:51 main:581] : INFO : Epoch 643 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 2025.51 ms
[2020-12-21 03:09:53 main:581] : INFO : Epoch 644 | loss: 0.0311517 | val_loss: 0.031171 | Time: 2010.91 ms
[2020-12-21 03:09:55 main:581] : INFO : Epoch 645 | loss: 0.0311526 | val_loss: 0.0311772 | Time: 2013.45 ms
[2020-12-21 03:09:57 main:581] : INFO : Epoch 646 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 2005.74 ms
[2020-12-21 03:09:59 main:581] : INFO : Epoch 647 | loss: 0.0311515 | val_loss: 0.0311682 | Time: 2014.44 ms
[2020-12-21 03:10:01 main:581] : INFO : Epoch 648 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 2007.41 ms
[2020-12-21 03:10:03 main:581] : INFO : Epoch 649 | loss: 0.0311495 | val_loss: 0.0311695 | Time: 2035.42 ms
[2020-12-21 03:10:05 main:581] : INFO : Epoch 650 | loss: 0.0311495 | val_loss: 0.0311726 | Time: 2020.36 ms
[2020-12-21 03:10:07 main:581] : INFO : Epoch 651 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 2007.4 ms
[2020-12-21 03:10:09 main:581] : INFO : Epoch 652 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 2012.46 ms
[2020-12-21 03:10:11 main:581] : INFO : Epoch 653 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 2026.68 ms
[2020-12-21 03:10:13 main:581] : INFO : Epoch 654 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2030.26 ms
[2020-12-21 03:10:15 main:581] : INFO : Epoch 655 | loss: 0.03115 | val_loss: 0.0311647 | Time: 2029.55 ms
[2020-12-21 03:10:17 main:581] : INFO : Epoch 656 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 2031.09 ms
[2020-12-21 03:10:19 main:581] : INFO : Epoch 657 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2031.84 ms
[2020-12-21 03:10:21 main:581] : INFO : Epoch 658 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 2010.15 ms
[2020-12-21 03:10:23 main:581] : INFO : Epoch 659 | loss: 0.0311484 | val_loss: 0.0311699 | Time: 2025.39 ms
[2020-12-21 03:10:25 main:581] : INFO : Epoch 660 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 2027.08 ms
[2020-12-21 03:10:27 main:581] : INFO : Epoch 661 | loss: 0.0311487 | val_loss: 0.0311704 | Time: 2027.85 ms
[2020-12-21 03:10:29 main:581] : INFO : Epoch 662 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 2022.05 ms
[2020-12-21 03:10:31 main:581] : INFO : Epoch 663 | loss: 0.0311485 | val_loss: 0.0311685 | Time: 2026.45 ms
[2020-12-21 03:10:33 main:581] : INFO : Epoch 664 | loss: 0.0311469 | val_loss: 0.0311697 | Time: 2029.06 ms
[2020-12-21 03:10:35 main:581] : INFO : Epoch 665 | loss: 0.0311476 | val_loss: 0.0311735 | Time: 2031.49 ms
[2020-12-21 03:10:37 main:581] : INFO : Epoch 666 | loss: 0.0311466 | val_loss: 0.031171 | Time: 2024.35 ms
[2020-12-21 03:10:39 main:581] : INFO : Epoch 667 | loss: 0.0311467 | val_loss: 0.031167 | Time: 2025.39 ms
[2020-12-21 03:10:41 main:581] : INFO : Epoch 668 | loss: 0.0311451 | val_loss: 0.0311716 | Time: 2024.98 ms
[2020-12-21 03:10:43 main:581] : INFO : Epoch 669 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 2023.52 ms
[2020-12-21 03:10:45 main:581] : INFO : Epoch 670 | loss: 0.0311477 | val_loss: 0.0311684 | Time: 2022.39 ms
[2020-12-21 03:10:47 main:581] : INFO : Epoch 671 | loss: 0.0311508 | val_loss: 0.031168 | Time: 2023.62 ms
[2020-12-21 03:10:49 main:581] : INFO : Epoch 672 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2025.25 ms
[2020-12-21 03:10:51 main:581] : INFO : Epoch 673 | loss: 0.0311483 | val_loss: 0.0311662 | Time: 2021.23 ms
[2020-12-21 03:10:53 main:581] : INFO : Epoch 674 | loss: 0.0311498 | val_loss: 0.0311708 | Time: 2013.72 ms
[2020-12-21 03:10:55 main:581] : INFO : Epoch 675 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 2023.2 ms
[2020-12-21 03:10:57 main:581] : INFO : Epoch 676 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 2018.43 ms
[2020-12-21 03:10:59 main:581] : INFO : Epoch 677 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 2032.1 ms
[2020-12-21 03:11:01 main:581] : INFO : Epoch 678 | loss: 0.031154 | val_loss: 0.0311674 | Time: 2027.87 ms
[2020-12-21 03:11:03 main:581] : INFO : Epoch 679 | loss: 0.0311557 | val_loss: 0.0311706 | Time: 2028.29 ms
[2020-12-21 03:11:05 main:581] : INFO : Epoch 680 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 2025.78 ms
[2020-12-21 03:11:07 main:581] : INFO : Epoch 681 | loss: 0.0311559 | val_loss: 0.031172 | Time: 2027.6 ms
[2020-12-21 03:11:09 main:581] : INFO : Epoch 682 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 2026.2 ms
[2020-12-21 03:11:11 main:581] : INFO : Epoch 683 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 2025.8 ms
[2020-12-21 03:11:13 main:581] : INFO : Epoch 684 | loss: 0.0311553 | val_loss: 0.031171 | Time: 2021.04 ms
[2020-12-21 03:11:15 main:581] : INFO : Epoch 685 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 1956.27 ms
[2020-12-21 03:11:17 main:581] : INFO : Epoch 686 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 1923.75 ms
[2020-12-21 03:11:19 main:581] : INFO : Epoch 687 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 1961.59 ms
[2020-12-21 03:11:21 main:581] : INFO : Epoch 688 | loss: 0.0311566 | val_loss: 0.0311726 | Time: 2006.71 ms
[2020-12-21 03:11:23 main:581] : INFO : Epoch 689 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 2000.74 ms
[2020-12-21 03:11:25 main:581] : INFO : Epoch 690 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 2007.01 ms
[2020-12-21 03:11:27 main:581] : INFO : Epoch 691 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 2011.23 ms
[2020-12-21 03:11:29 main:581] : INFO : Epoch 692 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 2017.07 ms
[2020-12-21 03:11:31 main:581] : INFO : Epoch 693 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 2021.12 ms
[2020-12-21 03:11:33 main:581] : INFO : Epoch 694 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 2007.35 ms
[2020-12-21 03:11:35 main:581] : INFO : Epoch 695 | loss: 0.0311536 | val_loss: 0.0311669 | Time: 1950.54 ms
[2020-12-21 03:11:37 main:581] : INFO : Epoch 696 | loss: 0.0311537 | val_loss: 0.0311705 | Time: 1902.74 ms
[2020-12-21 03:11:39 main:581] : INFO : Epoch 697 | loss: 0.0311548 | val_loss: 0.0311725 | Time: 2024.07 ms
[2020-12-21 03:11:41 main:581] : INFO : Epoch 698 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 1996.38 ms
[2020-12-21 03:11:43 main:581] : INFO : Epoch 699 | loss: 0.0311508 | val_loss: 0.0311634 | Time: 2020.65 ms
[2020-12-21 03:11:45 main:581] : INFO : Epoch 700 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 2016.52 ms
[2020-12-21 03:11:47 main:581] : INFO : Epoch 701 | loss: 0.0311549 | val_loss: 0.031166 | Time: 2023.74 ms
[2020-12-21 03:11:49 main:581] : INFO : Epoch 702 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 2005.71 ms
[2020-12-21 03:11:51 main:581] : INFO : Epoch 703 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 2008.47 ms
[2020-12-21 03:11:53 main:581] : INFO : Epoch 704 | loss: 0.0311504 | val_loss: 0.0311697 | Time: 1960.09 ms
[2020-12-21 03:11:55 main:581] : INFO : Epoch 705 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 1992.35 ms
[2020-12-21 03:11:57 main:581] : INFO : Epoch 706 | loss: 0.0311503 | val_loss: 0.0311671 | Time: 1953.12 ms
[2020-12-21 03:11:59 main:581] : INFO : Epoch 707 | loss: 0.0311531 | val_loss: 0.0311792 | Time: 2010.4 ms
[2020-12-21 03:12:01 main:581] : INFO : Epoch 708 | loss: 0.0311504 | val_loss: 0.0311728 | Time: 2012.72 ms
[2020-12-21 03:12:03 main:581] : INFO : Epoch 709 | loss: 0.0311487 | val_loss: 0.031167 | Time: 2015.21 ms
[2020-12-21 03:12:05 main:581] : INFO : Epoch 710 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 2012.24 ms
[2020-12-21 03:12:07 main:581] : INFO : Epoch 711 | loss: 0.0311484 | val_loss: 0.0311682 | Time: 2012.95 ms
[2020-12-21 03:12:09 main:581] : INFO : Epoch 712 | loss: 0.0311479 | val_loss: 0.0311644 | Time: 2010.76 ms
[2020-12-21 03:12:11 main:581] : INFO : Epoch 713 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 2010.27 ms
[2020-12-21 03:12:13 main:581] : INFO : Epoch 714 | loss: 0.0311469 | val_loss: 0.0311659 | Time: 2017.76 ms
[2020-12-21 03:12:15 main:581] : INFO : Epoch 715 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 2008.89 ms
[2020-12-21 03:12:17 main:581] : INFO : Epoch 716 | loss: 0.0311481 | val_loss: 0.0311641 | Time: 2007.13 ms
[2020-12-21 03:12:19 main:581] : INFO : Epoch 717 | loss: 0.0311495 | val_loss: 0.0311624 | Time: 2016.97 ms
[2020-12-21 03:12:21 main:581] : INFO : Epoch 718 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 2021.86 ms
[2020-12-21 03:12:23 main:581] : INFO : Epoch 719 | loss: 0.0311475 | val_loss: 0.0311634 | Time: 2014.04 ms
[2020-12-21 03:12:25 main:581] : INFO : Epoch 720 | loss: 0.0311467 | val_loss: 0.0311621 | Time: 2012.57 ms
[2020-12-21 03:12:27 main:581] : INFO : Epoch 721 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 2022.32 ms
[2020-12-21 03:12:29 main:581] : INFO : Epoch 722 | loss: 0.0311451 | val_loss: 0.0311608 | Time: 2011.65 ms
[2020-12-21 03:12:31 main:581] : INFO : Epoch 723 | loss: 0.0311456 | val_loss: 0.0311648 | Time: 2017.65 ms
[2020-12-21 03:12:33 main:581] : INFO : Epoch 724 | loss: 0.0311455 | val_loss: 0.0311663 | Time: 1958.57 ms
[2020-12-21 03:12:35 main:581] : INFO : Epoch 725 | loss: 0.031144 | val_loss: 0.031163 | Time: 2020.71 ms
[2020-12-21 03:12:37 main:581] : INFO : Epoch 726 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 2011.33 ms
[2020-12-21 03:12:39 main:581] : INFO : Epoch 727 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 2015.95 ms
[2020-12-21 03:12:42 main:581] : INFO : Epoch 728 | loss: 0.031153 | val_loss: 0.0311639 | Time: 2014.4 ms
[2020-12-21 03:12:43 main:581] : INFO : Epoch 729 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 1979.57 ms
[2020-12-21 03:12:45 main:581] : INFO : Epoch 730 | loss: 0.031151 | val_loss: 0.0311644 | Time: 1952.35 ms
[2020-12-21 03:12:47 main:581] : INFO : Epoch 731 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 1970.86 ms
[2020-12-21 03:12:49 main:581] : INFO : Epoch 732 | loss: 0.0311477 | val_loss: 0.0311616 | Time: 1958.1 ms
[2020-12-21 03:12:51 main:581] : INFO : Epoch 733 | loss: 0.0311439 | val_loss: 0.0311642 | Time: 2013.33 ms
[2020-12-21 03:12:53 main:581] : INFO : Epoch 734 | loss: 0.0311433 | val_loss: 0.0311632 | Time: 2012.82 ms
[2020-12-21 03:12:55 main:581] : INFO : Epoch 735 | loss: 0.0311433 | val_loss: 0.0311641 | Time: 2019.77 ms
[2020-12-21 03:12:57 main:581] : INFO : Epoch 736 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 2013.18 ms
[2020-12-21 03:12:59 main:581] : INFO : Epoch 737 | loss: 0.0311429 | val_loss: 0.0311711 | Time: 2021.75 ms
[2020-12-21 03:13:01 main:581] : INFO : Epoch 738 | loss: 0.0311469 | val_loss: 0.0311651 | Time: 2013.85 ms
[2020-12-21 03:13:03 main:581] : INFO : Epoch 739 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2018.81 ms
[2020-12-21 03:13:05 main:581] : INFO : Epoch 740 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2013.96 ms
[2020-12-21 03:13:07 main:581] : INFO : Epoch 741 | loss: 0.031148 | val_loss: 0.0311632 | Time: 1967.72 ms
[2020-12-21 03:13:09 main:581] : INFO : Epoch 742 | loss: 0.0311468 | val_loss: 0.0311614 | Time: 1946.21 ms
[2020-12-21 03:13:11 main:581] : INFO : Epoch 743 | loss: 0.0311455 | val_loss: 0.0311608 | Time: 1946.86 ms
[2020-12-21 03:13:13 main:581] : INFO : Epoch 744 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 1951.11 ms
[2020-12-21 03:13:15 main:581] : INFO : Epoch 745 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 1956.75 ms
[2020-12-21 03:13:17 main:581] : INFO : Epoch 746 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 1952.86 ms
[2020-12-21 03:13:19 main:581] : INFO : Epoch 747 | loss: 0.0311475 | val_loss: 0.0311596 | Time: 1964.33 ms
[2020-12-21 03:13:21 main:581] : INFO : Epoch 748 | loss: 0.0311477 | val_loss: 0.031166 | Time: 2011.89 ms
[2020-12-21 03:13:23 main:581] : INFO : Epoch 749 | loss: 0.0311518 | val_loss: 0.0311675 | Time: 2027.59 ms
[2020-12-21 03:13:25 main:581] : INFO : Epoch 750 | loss: 0.031153 | val_loss: 0.0311658 | Time: 1964.99 ms
[2020-12-21 03:13:27 main:581] : INFO : Epoch 751 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 1951.03 ms
[2020-12-21 03:13:29 main:581] : INFO : Epoch 752 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 1949.3 ms
[2020-12-21 03:13:31 main:581] : INFO : Epoch 753 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 1965.17 ms
[2020-12-21 03:13:33 main:581] : INFO : Epoch 754 | loss: 0.03115 | val_loss: 0.0311628 | Time: 1977.75 ms
[2020-12-21 03:13:35 main:581] : INFO : Epoch 755 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 2004.98 ms
[2020-12-21 03:13:37 main:581] : INFO : Epoch 756 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 1995.71 ms
[2020-12-21 03:13:39 main:581] : INFO : Epoch 757 | loss: 0.0311494 | val_loss: 0.031163 | Time: 2008.29 ms
[2020-12-21 03:13:41 main:581] : INFO : Epoch 758 | loss: 0.03115 | val_loss: 0.0311645 | Time: 2007.76 ms
[2020-12-21 03:13:43 main:581] : INFO : Epoch 759 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 2007.39 ms
[2020-12-21 03:13:45 main:581] : INFO : Epoch 760 | loss: 0.0311473 | val_loss: 0.0311626 | Time: 2010.18 ms
[2020-12-21 03:13:47 main:581] : INFO : Epoch 761 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 2025.5 ms
[2020-12-21 03:13:49 main:581] : INFO : Epoch 762 | loss: 0.0311536 | val_loss: 0.0311631 | Time: 2019.39 ms
[2020-12-21 03:13:51 main:581] : INFO : Epoch 763 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 2008.01 ms
[2020-12-21 03:13:53 main:581] : INFO : Epoch 764 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 2028.81 ms
[2020-12-21 03:13:55 main:581] : INFO : Epoch 765 | loss: 0.0311491 | val_loss: 0.0311646 | Time: 2014.32 ms
[2020-12-21 03:13:57 main:581] : INFO : Epoch 766 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 2011.21 ms
[2020-12-21 03:13:59 main:581] : INFO : Epoch 767 | loss: 0.031147 | val_loss: 0.0311607 | Time: 1999.8 ms
[2020-12-21 03:14:01 main:581] : INFO : Epoch 768 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 1974.46 ms
[2020-12-21 03:14:03 main:581] : INFO : Epoch 769 | loss: 0.031146 | val_loss: 0.0311608 | Time: 2000.81 ms
[2020-12-21 03:14:05 main:581] : INFO : Epoch 770 | loss: 0.0311432 | val_loss: 0.0311595 | Time: 1974.65 ms
[2020-12-21 03:14:07 main:581] : INFO : Epoch 771 | loss: 0.0311442 | val_loss: 0.03116 | Time: 1997.52 ms
[2020-12-21 03:14:09 main:581] : INFO : Epoch 772 | loss: 0.0311451 | val_loss: 0.0311601 | Time: 2000.3 ms
[2020-12-21 03:14:11 main:581] : INFO : Epoch 773 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 1951.7 ms
[2020-12-21 03:14:13 main:581] : INFO : Epoch 774 | loss: 0.0311466 | val_loss: 0.031161 | Time: 1948.46 ms
[2020-12-21 03:14:15 main:581] : INFO : Epoch 775 | loss: 0.0311463 | val_loss: 0.0311596 | Time: 2005.28 ms
[2020-12-21 03:14:17 main:581] : INFO : Epoch 776 | loss: 0.0311454 | val_loss: 0.0311655 | Time: 2005.33 ms
[2020-12-21 03:14:19 main:581] : INFO : Epoch 777 | loss: 0.031153 | val_loss: 0.0311744 | Time: 1997.44 ms
[2020-12-21 03:14:21 main:581] : INFO : Epoch 778 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 2014.59 ms
[2020-12-21 03:14:23 main:581] : INFO : Epoch 779 | loss: 0.0311447 | val_loss: 0.0311635 | Time: 2005.6 ms
[2020-12-21 03:14:25 main:581] : INFO : Epoch 780 | loss: 0.0311493 | val_loss: 0.0311631 | Time: 2011.44 ms
[2020-12-21 03:14:27 main:581] : INFO : Epoch 781 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 2014.25 ms
[2020-12-21 03:14:29 main:581] : INFO : Epoch 782 | loss: 0.031143 | val_loss: 0.0311628 | Time: 2007.32 ms
[2020-12-21 03:14:31 main:581] : INFO : Epoch 783 | loss: 0.0311412 | val_loss: 0.0311632 | Time: 2013.46 ms
[2020-12-21 03:14:33 main:581] : INFO : Epoch 784 | loss: 0.0311428 | val_loss: 0.0311675 | Time: 2003.9 ms
[2020-12-21 03:14:35 main:581] : INFO : Epoch 785 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 2024.13 ms
[2020-12-21 03:14:37 main:581] : INFO : Epoch 786 | loss: 0.0311449 | val_loss: 0.031164 | Time: 2020.89 ms
[2020-12-21 03:14:39 main:581] : INFO : Epoch 787 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 2013.8 ms
[2020-12-21 03:14:41 main:581] : INFO : Epoch 788 | loss: 0.0311488 | val_loss: 0.0311633 | Time: 2002.44 ms
[2020-12-21 03:14:43 main:581] : INFO : Epoch 789 | loss: 0.0311453 | val_loss: 0.0311715 | Time: 2010.34 ms
[2020-12-21 03:14:45 main:581] : INFO : Epoch 790 | loss: 0.0311488 | val_loss: 0.0311658 | Time: 2007.77 ms
[2020-12-21 03:14:47 main:581] : INFO : Epoch 791 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 1990.36 ms
[2020-12-21 03:14:49 main:581] : INFO : Epoch 792 | loss: 0.0311455 | val_loss: 0.0311677 | Time: 2016.86 ms
[2020-12-21 03:14:51 main:581] : INFO : Epoch 793 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 2010.38 ms
[2020-12-21 03:14:53 main:581] : INFO : Epoch 794 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 2011.52 ms
[2020-12-21 03:14:55 main:581] : INFO : Epoch 795 | loss: 0.0311424 | val_loss: 0.0311682 | Time: 2011.08 ms
[2020-12-21 03:14:57 main:581] : INFO : Epoch 796 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 1998.53 ms
[2020-12-21 03:14:59 main:581] : INFO : Epoch 797 | loss: 0.0311431 | val_loss: 0.0311608 | Time: 2003.41 ms
[2020-12-21 03:15:01 main:581] : INFO : Epoch 798 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 1998.13 ms
[2020-12-21 03:15:03 main:581] : INFO : Epoch 799 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 1998.59 ms
[2020-12-21 03:15:05 main:581] : INFO : Epoch 800 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 1950.49 ms
[2020-12-21 03:15:07 main:581] : INFO : Epoch 801 | loss: 0.0311421 | val_loss: 0.0311623 | Time: 1989.46 ms
[2020-12-21 03:15:09 main:581] : INFO : Epoch 802 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 1987.28 ms
[2020-12-21 03:15:11 main:581] : INFO : Epoch 803 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 2003.03 ms
[2020-12-21 03:15:13 main:581] : INFO : Epoch 804 | loss: 0.0311382 | val_loss: 0.0311609 | Time: 1978.03 ms
[2020-12-21 03:15:15 main:581] : INFO : Epoch 805 | loss: 0.0311394 | val_loss: 0.0311592 | Time: 2005.66 ms
[2020-12-21 03:15:17 main:581] : INFO : Epoch 806 | loss: 0.0311395 | val_loss: 0.031162 | Time: 2001.45 ms
[2020-12-21 03:15:19 main:581] : INFO : Epoch 807 | loss: 0.0311376 | val_loss: 0.0311591 | Time: 2001.85 ms
[2020-12-21 03:15:21 main:581] : INFO : Epoch 808 | loss: 0.0311416 | val_loss: 0.0311614 | Time: 1970.54 ms
[2020-12-21 03:15:23 main:581] : INFO : Epoch 809 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 1950.02 ms
[2020-12-21 03:15:25 main:581] : INFO : Epoch 810 | loss: 0.0311384 | val_loss: 0.0311607 | Time: 1952.06 ms
[2020-12-21 03:15:27 main:581] : INFO : Epoch 811 | loss: 0.0311377 | val_loss: 0.0311583 | Time: 1992.48 ms
[2020-12-21 03:15:29 main:581] : INFO : Epoch 812 | loss: 0.0311368 | val_loss: 0.0311597 | Time: 2008.73 ms
[2020-12-21 03:15:31 main:581] : INFO : Epoch 813 | loss: 0.0311358 | val_loss: 0.0311604 | Time: 2010.13 ms
[2020-12-21 03:15:33 main:581] : INFO : Epoch 814 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 2015.86 ms
[2020-12-21 03:15:35 main:581] : INFO : Epoch 815 | loss: 0.0311734 | val_loss: 0.0311718 | Time: 2005.21 ms
[2020-12-21 03:15:37 main:581] : INFO : Epoch 816 | loss: 0.0311692 | val_loss: 0.0311684 | Time: 2017.44 ms
[2020-12-21 03:15:39 main:581] : INFO : Epoch 817 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 2000.78 ms
[2020-12-21 03:15:41 main:581] : INFO : Epoch 818 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 2007.85 ms
[2020-12-21 03:15:43 main:581] : INFO : Epoch 819 | loss: 0.0311613 | val_loss: 0.0311649 | Time: 2002.1 ms
[2020-12-21 03:15:45 main:581] : INFO : Epoch 820 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 2001.27 ms
[2020-12-21 03:15:47 main:581] : INFO : Epoch 821 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2007.22 ms
[2020-12-21 03:15:49 main:581] : INFO : Epoch 822 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 1999.35 ms
[2020-12-21 03:15:51 main:581] : INFO : Epoch 823 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 2012.39 ms
[2020-12-21 03:15:53 main:581] : INFO : Epoch 824 | loss: 0.0311561 | val_loss: 0.0311662 | Time: 1996.56 ms
[2020-12-21 03:15:55 main:581] : INFO : Epoch 825 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 2015.74 ms
[2020-12-21 03:15:57 main:581] : INFO : Epoch 826 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 2009.93 ms
[2020-12-21 03:15:59 main:581] : INFO : Epoch 827 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 2006.93 ms
[2020-12-21 03:16:01 main:581] : INFO : Epoch 828 | loss: 0.0311508 | val_loss: 0.0311631 | Time: 2007.18 ms
[2020-12-21 03:16:03 main:581] : INFO : Epoch 829 | loss: 0.0311504 | val_loss: 0.0311655 | Time: 2008.71 ms
[2020-12-21 03:16:05 main:581] : INFO : Epoch 830 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 2007.29 ms
[2020-12-21 03:16:07 main:581] : INFO : Epoch 831 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 2014.37 ms
[2020-12-21 03:16:09 main:581] : INFO : Epoch 832 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1993.62 ms
[2020-12-21 03:16:11 main:581] : INFO : Epoch 833 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 2006.95 ms
[2020-12-21 03:16:13 main:581] : INFO : Epoch 834 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 2009.41 ms
[2020-12-21 03:16:15 main:581] : INFO : Epoch 835 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 2009.14 ms
[2020-12-21 03:16:17 main:581] : INFO : Epoch 836 | loss: 0.031147 | val_loss: 0.0311668 | Time: 2015.18 ms
[2020-12-21 03:16:19 main:581] : INFO : Epoch 837 | loss: 0.0311472 | val_loss: 0.0311665 | Time: 2007.87 ms
[2020-12-21 03:16:21 main:581] : INFO : Epoch 838 | loss: 0.0311475 | val_loss: 0.0311659 | Time: 2012.22 ms
[2020-12-21 03:16:23 main:581] : INFO : Epoch 839 | loss: 0.031148 | val_loss: 0.0311659 | Time: 2022.64 ms
[2020-12-21 03:16:25 main:581] : INFO : Epoch 840 | loss: 0.031149 | val_loss: 0.0311722 | Time: 2006.47 ms
[2020-12-21 03:16:27 main:581] : INFO : Epoch 841 | loss: 0.0311475 | val_loss: 0.0311705 | Time: 2010.75 ms
[2020-12-21 03:16:29 main:581] : INFO : Epoch 842 | loss: 0.0311462 | val_loss: 0.0311672 | Time: 2001.64 ms
[2020-12-21 03:16:31 main:581] : INFO : Epoch 843 | loss: 0.0311489 | val_loss: 0.0311715 | Time: 2009.56 ms
[2020-12-21 03:16:33 main:581] : INFO : Epoch 844 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 2012.25 ms
[2020-12-21 03:16:35 main:581] : INFO : Epoch 845 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 2005 ms
[2020-12-21 03:16:37 main:581] : INFO : Epoch 846 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 2008.75 ms
[2020-12-21 03:16:39 main:581] : INFO : Epoch 847 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 2011.5 ms
[2020-12-21 03:16:41 main:581] : INFO : Epoch 848 | loss: 0.0311478 | val_loss: 0.0311622 | Time: 2011.58 ms
[2020-12-21 03:16:43 main:581] : INFO : Epoch 849 | loss: 0.0311469 | val_loss: 0.0311605 | Time: 2010.51 ms
[2020-12-21 03:16:45 main:581] : INFO : Epoch 850 | loss: 0.0311456 | val_loss: 0.031163 | Time: 2011.76 ms
[2020-12-21 03:16:47 main:581] : INFO : Epoch 851 | loss: 0.0311448 | val_loss: 0.031162 | Time: 2009.41 ms
[2020-12-21 03:16:49 main:581] : INFO : Epoch 852 | loss: 0.0311454 | val_loss: 0.0311617 | Time: 1999.44 ms
[2020-12-21 03:16:51 main:581] : INFO : Epoch 853 | loss: 0.0311456 | val_loss: 0.0311611 | Time: 2009.71 ms
[2020-12-21 03:16:53 main:581] : INFO : Epoch 854 | loss: 0.0311448 | val_loss: 0.031162 | Time: 2009.08 ms
[2020-12-21 03:16:55 main:581] : INFO : Epoch 855 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 2009.18 ms
[2020-12-21 03:16:57 main:581] : INFO : Epoch 856 | loss: 0.031144 | val_loss: 0.0311603 | Time: 2007.33 ms
[2020-12-21 03:16:59 main:581] : INFO : Epoch 857 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 2008.89 ms
[2020-12-21 03:17:01 main:581] : INFO : Epoch 858 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 2006.32 ms
[2020-12-21 03:17:03 main:581] : INFO : Epoch 859 | loss: 0.0311449 | val_loss: 0.0311622 | Time: 2007.58 ms
[2020-12-21 03:17:05 main:581] : INFO : Epoch 860 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 2003.01 ms
[2020-12-21 03:17:07 main:581] : INFO : Epoch 861 | loss: 0.0311416 | val_loss: 0.0311633 | Time: 2014.73 ms
[2020-12-21 03:17:09 main:581] : INFO : Epoch 862 | loss: 0.0311427 | val_loss: 0.0311617 | Time: 2007.76 ms
[2020-12-21 03:17:11 main:581] : INFO : Epoch 863 | loss: 0.0311419 | val_loss: 0.0311605 | Time: 2009.14 ms
[2020-12-21 03:17:13 main:581] : INFO : Epoch 864 | loss: 0.0311408 | val_loss: 0.0311663 | Time: 2011.36 ms
[2020-12-21 03:17:15 main:581] : INFO : Epoch 865 | loss: 0.03114 | val_loss: 0.0311643 | Time: 2008.45 ms
[2020-12-21 03:17:17 main:581] : INFO : Epoch 866 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 2006.99 ms
[2020-12-21 03:17:19 main:581] : INFO : Epoch 867 | loss: 0.0311405 | val_loss: 0.031163 | Time: 2007.67 ms
[2020-12-21 03:17:21 main:581] : INFO : Epoch 868 | loss: 0.0311391 | val_loss: 0.0311643 | Time: 2004.9 ms
[2020-12-21 03:17:24 main:581] : INFO : Epoch 869 | loss: 0.0311388 | val_loss: 0.0311656 | Time: 2012.64 ms
[2020-12-21 03:17:26 main:581] : INFO : Epoch 870 | loss: 0.0311375 | val_loss: 0.0311649 | Time: 2011.27 ms
[2020-12-21 03:17:28 main:581] : INFO : Epoch 871 | loss: 0.0311438 | val_loss: 0.0311654 | Time: 2007.27 ms
[2020-12-21 03:17:30 main:581] : INFO : Epoch 872 | loss: 0.031144 | val_loss: 0.0311675 | Time: 2003.39 ms
[2020-12-21 03:17:32 main:581] : INFO : Epoch 873 | loss: 0.0311396 | val_loss: 0.0311606 | Time: 2004.19 ms
[2020-12-21 03:17:34 main:581] : INFO : Epoch 874 | loss: 0.0311387 | val_loss: 0.0311633 | Time: 2007.89 ms
[2020-12-21 03:17:36 main:581] : INFO : Epoch 875 | loss: 0.031138 | val_loss: 0.0311647 | Time: 2005.82 ms
[2020-12-21 03:17:38 main:581] : INFO : Epoch 876 | loss: 0.0311396 | val_loss: 0.0311616 | Time: 2000.66 ms
[2020-12-21 03:17:40 main:581] : INFO : Epoch 877 | loss: 0.0311404 | val_loss: 0.0311693 | Time: 2009.2 ms
[2020-12-21 03:17:42 main:581] : INFO : Epoch 878 | loss: 0.0311383 | val_loss: 0.0311639 | Time: 2002.9 ms
[2020-12-21 03:17:44 main:581] : INFO : Epoch 879 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 2009.5 ms
[2020-12-21 03:17:46 main:581] : INFO : Epoch 880 | loss: 0.0311354 | val_loss: 0.0311635 | Time: 2002.85 ms
[2020-12-21 03:17:48 main:581] : INFO : Epoch 881 | loss: 0.0311346 | val_loss: 0.0311693 | Time: 2000.51 ms
[2020-12-21 03:17:50 main:581] : INFO : Epoch 882 | loss: 0.0311357 | val_loss: 0.0311641 | Time: 2007.58 ms
[2020-12-21 03:17:52 main:581] : INFO : Epoch 883 | loss: 0.0311353 | val_loss: 0.0311626 | Time: 1999.57 ms
[2020-12-21 03:17:54 main:581] : INFO : Epoch 884 | loss: 0.0311357 | val_loss: 0.0311744 | Time: 2009.03 ms
[2020-12-21 03:17:56 main:581] : INFO : Epoch 885 | loss: 0.031139 | val_loss: 0.031164 | Time: 2010.43 ms
[2020-12-21 03:17:58 main:581] : INFO : Epoch 886 | loss: 0.0311431 | val_loss: 0.031161 | Time: 2010.62 ms
[2020-12-21 03:18:00 main:581] : INFO : Epoch 887 | loss: 0.0311423 | val_loss: 0.0311665 | Time: 2004.01 ms
[2020-12-21 03:18:02 main:581] : INFO : Epoch 888 | loss: 0.0311419 | val_loss: 0.0311609 | Time: 2006.68 ms
[2020-12-21 03:18:04 main:581] : INFO : Epoch 889 | loss: 0.0311382 | val_loss: 0.0311694 | Time: 2006.7 ms
[2020-12-21 03:18:06 main:581] : INFO : Epoch 890 | loss: 0.031138 | val_loss: 0.0311606 | Time: 2005.45 ms
[2020-12-21 03:18:08 main:581] : INFO : Epoch 891 | loss: 0.0311372 | val_loss: 0.0311626 | Time: 2011.2 ms
[2020-12-21 03:18:10 main:581] : INFO : Epoch 892 | loss: 0.0311416 | val_loss: 0.0311683 | Time: 2010.42 ms
[2020-12-21 03:18:12 main:581] : INFO : Epoch 893 | loss: 0.0311382 | val_loss: 0.0311685 | Time: 2004.36 ms
[2020-12-21 03:18:14 main:581] : INFO : Epoch 894 | loss: 0.0311356 | val_loss: 0.0311688 | Time: 2011.33 ms
[2020-12-21 03:18:16 main:581] : INFO : Epoch 895 | loss: 0.0311351 | val_loss: 0.0311661 | Time: 2008.27 ms
[2020-12-21 03:18:18 main:581] : INFO : Epoch 896 | loss: 0.0311365 | val_loss: 0.0311635 | Time: 2001.84 ms
[2020-12-21 03:18:20 main:581] : INFO : Epoch 897 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 2010.5 ms
[2020-12-21 03:18:22 main:581] : INFO : Epoch 898 | loss: 0.0311349 | val_loss: 0.0311658 | Time: 2010.95 ms
[2020-12-21 03:18:24 main:581] : INFO : Epoch 899 | loss: 0.031135 | val_loss: 0.0311633 | Time: 2010.92 ms
[2020-12-21 03:18:26 main:581] : INFO : Epoch 900 | loss: 0.0311344 | val_loss: 0.03116 | Time: 2001.05 ms
[2020-12-21 03:18:28 main:581] : INFO : Epoch 901 | loss: 0.031137 | val_loss: 0.0311651 | Time: 2005.42 ms
[2020-12-21 03:18:30 main:581] : INFO : Epoch 902 | loss: 0.0311404 | val_loss: 0.0311702 | Time: 2014.8 ms
[2020-12-21 03:18:32 main:581] : INFO : Epoch 903 | loss: 0.0311392 | val_loss: 0.0311649 | Time: 2000.18 ms
[2020-12-21 03:18:34 main:581] : INFO : Epoch 904 | loss: 0.031134 | val_loss: 0.0311701 | Time: 2005.25 ms
[2020-12-21 03:18:36 main:581] : INFO : Epoch 905 | loss: 0.0311356 | val_loss: 0.0311653 | Time: 1997.16 ms
[2020-12-21 03:18:38 main:581] : INFO : Epoch 906 | loss: 0.0311334 | val_loss: 0.0311654 | Time: 2009.31 ms
[2020-12-21 03:18:40 main:581] : INFO : Epoch 907 | loss: 0.0311326 | val_loss: 0.0311623 | Time: 1993.05 ms
[2020-12-21 03:18:42 main:581] : INFO : Epoch 908 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 2007.13 ms
[2020-12-21 03:18:44 main:581] : INFO : Epoch 909 | loss: 0.0311303 | val_loss: 0.0311649 | Time: 1999.47 ms
[2020-12-21 03:18:46 main:581] : INFO : Epoch 910 | loss: 0.0311325 | val_loss: 0.0311665 | Time: 2000.4 ms
[2020-12-21 03:18:48 main:581] : INFO : Epoch 911 | loss: 0.0311322 | val_loss: 0.031165 | Time: 2007.17 ms
[2020-12-21 03:18:50 main:581] : INFO : Epoch 912 | loss: 0.0311319 | val_loss: 0.0311611 | Time: 2001.45 ms
[2020-12-21 03:18:52 main:581] : INFO : Epoch 913 | loss: 0.0311327 | val_loss: 0.0311631 | Time: 1999.87 ms
[2020-12-21 03:18:54 main:581] : INFO : Epoch 914 | loss: 0.0311336 | val_loss: 0.0311613 | Time: 2007.19 ms
[2020-12-21 03:18:56 main:581] : INFO : Epoch 915 | loss: 0.031133 | val_loss: 0.0311671 | Time: 2000.87 ms
[2020-12-21 03:18:58 main:581] : INFO : Epoch 916 | loss: 0.0311346 | val_loss: 0.0311628 | Time: 2007.13 ms
[2020-12-21 03:19:00 main:581] : INFO : Epoch 917 | loss: 0.0311321 | val_loss: 0.0311587 | Time: 2010.57 ms
[2020-12-21 03:19:02 main:581] : INFO : Epoch 918 | loss: 0.0311306 | val_loss: 0.0311621 | Time: 2007.98 ms
[2020-12-21 03:19:04 main:581] : INFO : Epoch 919 | loss: 0.0311301 | val_loss: 0.031164 | Time: 2011.25 ms
[2020-12-21 03:19:06 main:581] : INFO : Epoch 920 | loss: 0.031129 | val_loss: 0.0311603 | Time: 2000.11 ms
[2020-12-21 03:19:08 main:581] : INFO : Epoch 921 | loss: 0.0311301 | val_loss: 0.0311625 | Time: 2008.01 ms
[2020-12-21 03:19:10 main:581] : INFO : Epoch 922 | loss: 0.031132 | val_loss: 0.0311742 | Time: 2006.91 ms
[2020-12-21 03:19:12 main:581] : INFO : Epoch 923 | loss: 0.0311317 | val_loss: 0.031161 | Time: 2008.64 ms
[2020-12-21 03:19:14 main:581] : INFO : Epoch 924 | loss: 0.0311299 | val_loss: 0.0311657 | Time: 2001.06 ms
[2020-12-21 03:19:16 main:581] : INFO : Epoch 925 | loss: 0.0311335 | val_loss: 0.0311633 | Time: 2010.17 ms
[2020-12-21 03:19:18 main:581] : INFO : Epoch 926 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 2010.51 ms
[2020-12-21 03:19:20 main:581] : INFO : Epoch 927 | loss: 0.0311385 | val_loss: 0.0311649 | Time: 2008.3 ms
[2020-12-21 03:19:22 main:581] : INFO : Epoch 928 | loss: 0.0311397 | val_loss: 0.0311622 | Time: 2006.93 ms
[2020-12-21 03:19:24 main:581] : INFO : Epoch 929 | loss: 0.031139 | val_loss: 0.0311648 | Time: 2002.23 ms
[2020-12-21 03:19:26 main:581] : INFO : Epoch 930 | loss: 0.0311409 | val_loss: 0.0311675 | Time: 2008.48 ms
[2020-12-21 03:19:28 main:581] : INFO : Epoch 931 | loss: 0.0311373 | val_loss: 0.031162 | Time: 2006.59 ms
[2020-12-21 03:19:30 main:581] : INFO : Epoch 932 | loss: 0.0311349 | val_loss: 0.0311659 | Time: 2002.68 ms
[2020-12-21 03:19:32 main:581] : INFO : Epoch 933 | loss: 0.0311328 | val_loss: 0.0311631 | Time: 2012.88 ms
[2020-12-21 03:19:34 main:581] : INFO : Epoch 934 | loss: 0.0311311 | val_loss: 0.0311625 | Time: 2004.09 ms
[2020-12-21 03:19:36 main:581] : INFO : Epoch 935 | loss: 0.031131 | val_loss: 0.0311639 | Time: 2000.74 ms
[2020-12-21 03:19:38 main:581] : INFO : Epoch 936 | loss: 0.0311324 | val_loss: 0.031156 | Time: 2011.39 ms
[2020-12-21 03:19:40 main:581] : INFO : Epoch 937 | loss: 0.0311315 | val_loss: 0.0311639 | Time: 2002.94 ms
[2020-12-21 03:19:42 main:581] : INFO : Epoch 938 | loss: 0.03113 | val_loss: 0.0311602 | Time: 2003.43 ms
[2020-12-21 03:19:44 main:581] : INFO : Epoch 939 | loss: 0.0311317 | val_loss: 0.0311594 | Time: 2010.26 ms
[2020-12-21 03:19:46 main:581] : INFO : Epoch 940 | loss: 0.0311313 | val_loss: 0.0311626 | Time: 2009.48 ms
[2020-12-21 03:19:48 main:581] : INFO : Epoch 941 | loss: 0.0311297 | val_loss: 0.0311681 | Time: 2002.87 ms
[2020-12-21 03:19:50 main:581] : INFO : Epoch 942 | loss: 0.0311323 | val_loss: 0.0311615 | Time: 1997.88 ms
[2020-12-21 03:19:52 main:581] : INFO : Epoch 943 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 2011.18 ms
[2020-12-21 03:19:54 main:581] : INFO : Epoch 944 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 2006.5 ms
[2020-12-21 03:19:56 main:581] : INFO : Epoch 945 | loss: 0.0311302 | val_loss: 0.0311648 | Time: 2013.27 ms
[2020-12-21 03:19:58 main:581] : INFO : Epoch 946 | loss: 0.0311373 | val_loss: 0.0311687 | Time: 2013.82 ms
[2020-12-21 03:20:00 main:581] : INFO : Epoch 947 | loss: 0.0311355 | val_loss: 0.0311616 | Time: 2007.16 ms
[2020-12-21 03:20:02 main:581] : INFO : Epoch 948 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 2005.35 ms
[2020-12-21 03:20:04 main:581] : INFO : Epoch 949 | loss: 0.0311324 | val_loss: 0.0311657 | Time: 2020.61 ms
[2020-12-21 03:20:06 main:581] : INFO : Epoch 950 | loss: 0.0311323 | val_loss: 0.0311619 | Time: 2012.55 ms
[2020-12-21 03:20:08 main:581] : INFO : Epoch 951 | loss: 0.0311311 | val_loss: 0.0311623 | Time: 2006.42 ms
[2020-12-21 03:20:10 main:581] : INFO : Epoch 952 | loss: 0.0311332 | val_loss: 0.0311616 | Time: 2003.61 ms
[2020-12-21 03:20:12 main:581] : INFO : Epoch 953 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 2018.44 ms
[2020-12-21 03:20:14 main:581] : INFO : Epoch 954 | loss: 0.031134 | val_loss: 0.0311667 | Time: 2019.99 ms
[2020-12-21 03:20:16 main:581] : INFO : Epoch 955 | loss: 0.0311333 | val_loss: 0.0311583 | Time: 2016.9 ms
[2020-12-21 03:20:18 main:581] : INFO : Epoch 956 | loss: 0.0311312 | val_loss: 0.0311667 | Time: 2022 ms
[2020-12-21 03:20:20 main:581] : INFO : Epoch 957 | loss: 0.0311319 | val_loss: 0.0311594 | Time: 2008.43 ms
[2020-12-21 03:20:22 main:581] : INFO : Epoch 958 | loss: 0.031132 | val_loss: 0.03116 | Time: 2004.17 ms
[2020-12-21 03:20:24 main:581] : INFO : Epoch 959 | loss: 0.0311295 | val_loss: 0.0311636 | Time: 2010.18 ms
[2020-12-21 03:20:26 main:581] : INFO : Epoch 960 | loss: 0.031127 | val_loss: 0.0311609 | Time: 2005.18 ms
[2020-12-21 03:20:28 main:581] : INFO : Epoch 961 | loss: 0.0311275 | val_loss: 0.0311599 | Time: 2009.53 ms
[2020-12-21 03:20:30 main:581] : INFO : Epoch 962 | loss: 0.0311283 | val_loss: 0.0311624 | Time: 2004.91 ms
[2020-12-21 03:20:32 main:581] : INFO : Epoch 963 | loss: 0.031135 | val_loss: 0.0311618 | Time: 2016.88 ms
[2020-12-21 03:20:34 main:581] : INFO : Epoch 964 | loss: 0.0311328 | val_loss: 0.0311648 | Time: 2017.6 ms
[2020-12-21 03:20:36 main:581] : INFO : Epoch 965 | loss: 0.0311313 | val_loss: 0.0311621 | Time: 2007.46 ms
[2020-12-21 03:20:38 main:581] : INFO : Epoch 966 | loss: 0.0311323 | val_loss: 0.0311685 | Time: 2015.02 ms
[2020-12-21 03:20:40 main:581] : INFO : Epoch 967 | loss: 0.0311319 | val_loss: 0.031163 | Time: 2008.27 ms
[2020-12-21 03:20:42 main:581] : INFO : Epoch 968 | loss: 0.0311297 | val_loss: 0.031158 | Time: 2009.91 ms
[2020-12-21 03:20:44 main:581] : INFO : Epoch 969 | loss: 0.0311288 | val_loss: 0.0311639 | Time: 2001.2 ms
[2020-12-21 03:20:46 main:581] : INFO : Epoch 970 | loss: 0.0311296 | val_loss: 0.0311624 | Time: 2012.72 ms
[2020-12-21 03:20:48 main:581] : INFO : Epoch 971 | loss: 0.0311272 | val_loss: 0.0311636 | Time: 2012.85 ms
[2020-12-21 03:20:50 main:581] : INFO : Epoch 972 | loss: 0.0311275 | val_loss: 0.0311587 | Time: 2007.19 ms
[2020-12-21 03:20:52 main:581] : INFO : Epoch 973 | loss: 0.0311325 | val_loss: 0.0311663 | Time: 2023.06 ms
[2020-12-21 03:20:54 main:581] : INFO : Epoch 974 | loss: 0.0311307 | val_loss: 0.0311604 | Time: 2005.76 ms
[2020-12-21 03:20:56 main:581] : INFO : Epoch 975 | loss: 0.0311352 | val_loss: 0.03116 | Time: 2013.87 ms
[2020-12-21 03:20:58 main:581] : INFO : Epoch 976 | loss: 0.0311357 | val_loss: 0.0311617 | Time: 2002.99 ms
[2020-12-21 03:21:00 main:581] : INFO : Epoch 977 | loss: 0.0311357 | val_loss: 0.0311616 | Time: 2003.16 ms
[2020-12-21 03:21:02 main:581] : INFO : Epoch 978 | loss: 0.0311365 | val_loss: 0.0311712 | Time: 2015.37 ms
[2020-12-21 03:21:04 main:581] : INFO : Epoch 979 | loss: 0.0311327 | val_loss: 0.0311617 | Time: 2012.54 ms
[2020-12-21 03:21:06 main:581] : INFO : Epoch 980 | loss: 0.0311304 | val_loss: 0.0311665 | Time: 2018.22 ms
[2020-12-21 03:21:08 main:581] : INFO : Epoch 981 | loss: 0.0311292 | val_loss: 0.0311647 | Time: 2005.5 ms
[2020-12-21 03:21:10 main:581] : INFO : Epoch 982 | loss: 0.0311299 | val_loss: 0.0311626 | Time: 2004.6 ms
[2020-12-21 03:21:12 main:581] : INFO : Epoch 983 | loss: 0.0311291 | val_loss: 0.0311646 | Time: 2019.77 ms
[2020-12-21 03:21:14 main:581] : INFO : Epoch 984 | loss: 0.0311314 | val_loss: 0.0311716 | Time: 2009.43 ms
[2020-12-21 03:21:16 main:581] : INFO : Epoch 985 | loss: 0.0311302 | val_loss: 0.031163 | Time: 2006.73 ms
[2020-12-21 03:21:18 main:581] : INFO : Epoch 986 | loss: 0.0311272 | val_loss: 0.0311643 | Time: 2018.84 ms
[2020-12-21 03:21:20 main:581] : INFO : Epoch 987 | loss: 0.0311285 | val_loss: 0.0311643 | Time: 2014.8 ms
[2020-12-21 03:21:22 main:581] : INFO : Epoch 988 | loss: 0.0311285 | val_loss: 0.0311633 | Time: 2016.79 ms
[2020-12-21 03:21:24 main:581] : INFO : Epoch 989 | loss: 0.0311245 | val_loss: 0.0311679 | Time: 2004.37 ms
[2020-12-21 03:21:26 main:581] : INFO : Epoch 990 | loss: 0.031124 | val_loss: 0.0311635 | Time: 2005.52 ms
[2020-12-21 03:21:29 main:581] : INFO : Epoch 991 | loss: 0.0311245 | val_loss: 0.0311626 | Time: 2017.75 ms
[2020-12-21 03:21:31 main:581] : INFO : Epoch 992 | loss: 0.0311258 | val_loss: 0.0311681 | Time: 2017.92 ms
[2020-12-21 03:21:33 main:581] : INFO : Epoch 993 | loss: 0.0311266 | val_loss: 0.0311641 | Time: 2004.39 ms
[2020-12-21 03:21:35 main:581] : INFO : Epoch 994 | loss: 0.0311268 | val_loss: 0.0311674 | Time: 2010.96 ms
[2020-12-21 03:21:37 main:581] : INFO : Epoch 995 | loss: 0.0311241 | val_loss: 0.0311663 | Time: 2002.97 ms
[2020-12-21 03:21:39 main:581] : INFO : Epoch 996 | loss: 0.0311235 | val_loss: 0.0311656 | Time: 2008.74 ms
[2020-12-21 03:21:41 main:581] : INFO : Epoch 997 | loss: 0.0311238 | val_loss: 0.0311743 | Time: 2001.85 ms
[2020-12-21 03:21:43 main:581] : INFO : Epoch 998 | loss: 0.0311268 | val_loss: 0.0311637 | Time: 2020.02 ms
[2020-12-21 03:21:45 main:581] : INFO : Epoch 999 | loss: 0.031128 | val_loss: 0.0311659 | Time: 2002.11 ms
[2020-12-21 03:21:47 main:581] : INFO : Epoch 1000 | loss: 0.0311303 | val_loss: 0.0311675 | Time: 2004.1 ms
[2020-12-21 03:21:49 main:581] : INFO : Epoch 1001 | loss: 0.0311277 | val_loss: 0.0311667 | Time: 2009.53 ms
[2020-12-21 03:21:51 main:581] : INFO : Epoch 1002 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 2005.7 ms
[2020-12-21 03:21:53 main:581] : INFO : Epoch 1003 | loss: 0.03113 | val_loss: 0.0311628 | Time: 2012.53 ms
[2020-12-21 03:21:55 main:581] : INFO : Epoch 1004 | loss: 0.0311278 | val_loss: 0.0311641 | Time: 2004.93 ms
[2020-12-21 03:21:57 main:581] : INFO : Epoch 1005 | loss: 0.0311299 | val_loss: 0.0311635 | Time: 2009.79 ms
[2020-12-21 03:21:59 main:581] : INFO : Epoch 1006 | loss: 0.031128 | val_loss: 0.0311604 | Time: 2003.67 ms
[2020-12-21 03:22:01 main:581] : INFO : Epoch 1007 | loss: 0.0311255 | val_loss: 0.0311674 | Time: 2014.04 ms
[2020-12-21 03:22:03 main:581] : INFO : Epoch 1008 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 2007.55 ms
[2020-12-21 03:22:05 main:581] : INFO : Epoch 1009 | loss: 0.0311251 | val_loss: 0.0311639 | Time: 2003.61 ms
[2020-12-21 03:22:07 main:581] : INFO : Epoch 1010 | loss: 0.031124 | val_loss: 0.0311644 | Time: 2012.6 ms
[2020-12-21 03:22:09 main:581] : INFO : Epoch 1011 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 2013.82 ms
[2020-12-21 03:22:11 main:581] : INFO : Epoch 1012 | loss: 0.0311232 | val_loss: 0.0311632 | Time: 2004.68 ms
[2020-12-21 03:22:13 main:581] : INFO : Epoch 1013 | loss: 0.0311243 | val_loss: 0.0311655 | Time: 2004.58 ms
[2020-12-21 03:22:15 main:581] : INFO : Epoch 1014 | loss: 0.0311255 | val_loss: 0.0311668 | Time: 2016.14 ms
[2020-12-21 03:22:17 main:581] : INFO : Epoch 1015 | loss: 0.0311257 | val_loss: 0.0311635 | Time: 2013.91 ms
[2020-12-21 03:22:19 main:581] : INFO : Epoch 1016 | loss: 0.0311236 | val_loss: 0.0311691 | Time: 2014.63 ms
[2020-12-21 03:22:21 main:581] : INFO : Epoch 1017 | loss: 0.0311247 | val_loss: 0.0311649 | Time: 2005.45 ms
[2020-12-21 03:22:23 main:581] : INFO : Epoch 1018 | loss: 0.0311266 | val_loss: 0.0311668 | Time: 1996.41 ms
[2020-12-21 03:22:25 main:581] : INFO : Epoch 1019 | loss: 0.0311244 | val_loss: 0.031164 | Time: 2012.22 ms
[2020-12-21 03:22:27 main:581] : INFO : Epoch 1020 | loss: 0.031125 | val_loss: 0.0311648 | Time: 2008.67 ms
[2020-12-21 03:22:29 main:581] : INFO : Epoch 1021 | loss: 0.031128 | val_loss: 0.0311645 | Time: 2014.51 ms
[2020-12-21 03:22:31 main:581] : INFO : Epoch 1022 | loss: 0.0311351 | val_loss: 0.0311673 | Time: 2001.61 ms
[2020-12-21 03:22:33 main:581] : INFO : Epoch 1023 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 2004.63 ms
[2020-12-21 03:22:35 main:581] : INFO : Epoch 1024 | loss: 0.0312673 | val_loss: 0.0367764 | Time: 1995.35 ms
[2020-12-21 03:22:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0367764
[2020-12-21 03:22:35 main:610] : INFO : Saving end state to config to file
[2020-12-21 03:22:35 main:615] : INFO : Success, exiting..
03:22:35 (3325575): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)