Task 3365881
| Name | ParityMachine-1605455133-23650-7_0 |
| Workunit | 1624398 |
| Created | 20 Dec 2020, 20:01:32 UTC |
| Sent | 21 Dec 2020, 12:51:27 UTC |
| Report deadline | 28 Dec 2020, 12:51:27 UTC |
| Received | 22 Dec 2020, 2:48:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 34 sec |
| CPU time | 34 min 30 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> INFO : Epoch 510 | loss: 0.0311458 | val_loss: 0.0311713 | Time: 2020.64 ms [2020-12-21 21:31:22 main:581] : INFO : Epoch 511 | loss: 0.0311449 | val_loss: 0.0311712 | Time: 2019.37 ms [2020-12-21 21:31:24 main:581] : INFO : Epoch 512 | loss: 0.0311455 | val_loss: 0.031174 | Time: 2018.68 ms [2020-12-21 21:31:26 main:581] : INFO : Epoch 513 | loss: 0.0311474 | val_loss: 0.031171 | Time: 2029.95 ms [2020-12-21 21:31:28 main:581] : INFO : Epoch 514 | loss: 0.0311448 | val_loss: 0.0311726 | Time: 2020.56 ms [2020-12-21 21:31:30 main:581] : INFO : Epoch 515 | loss: 0.031144 | val_loss: 0.0311727 | Time: 2020.01 ms [2020-12-21 21:31:32 main:581] : INFO : Epoch 516 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 2017.5 ms [2020-12-21 21:31:34 main:581] : INFO : Epoch 517 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 2018.64 ms [2020-12-21 21:31:36 main:581] : INFO : Epoch 518 | loss: 0.0311409 | val_loss: 0.0311707 | Time: 2018.05 ms [2020-12-21 21:31:38 main:581] : INFO : Epoch 519 | loss: 0.031141 | val_loss: 0.0311707 | Time: 2017.47 ms [2020-12-21 21:31:40 main:581] : INFO : Epoch 520 | loss: 0.0311418 | val_loss: 0.0311713 | Time: 2016.7 ms [2020-12-21 21:31:42 main:581] : INFO : Epoch 521 | loss: 0.0311416 | val_loss: 0.0311701 | Time: 2008.75 ms [2020-12-21 21:31:44 main:581] : INFO : Epoch 522 | loss: 0.0311399 | val_loss: 0.0311724 | Time: 2024.02 ms [2020-12-21 21:31:46 main:581] : INFO : Epoch 523 | loss: 0.0311452 | val_loss: 0.0311724 | Time: 2011.1 ms [2020-12-21 21:31:48 main:581] : INFO : Epoch 524 | loss: 0.0311485 | val_loss: 0.0311686 | Time: 2016.27 ms [2020-12-21 21:31:50 main:581] : INFO : Epoch 525 | loss: 0.031146 | val_loss: 0.0311695 | Time: 2018.11 ms [2020-12-21 21:31:52 main:581] : INFO : Epoch 526 | loss: 0.0311437 | val_loss: 0.0311738 | Time: 2004.81 ms [2020-12-21 21:31:54 main:581] : INFO : Epoch 527 | loss: 0.0311439 | val_loss: 0.0311713 | Time: 2013.95 ms [2020-12-21 21:31:56 main:581] : INFO : Epoch 528 | loss: 0.0311426 | val_loss: 0.0311739 | Time: 2016.63 ms [2020-12-21 21:31:58 main:581] : INFO : Epoch 529 | loss: 0.0311431 | val_loss: 0.0311723 | Time: 2017.2 ms [2020-12-21 21:32:00 main:581] : INFO : Epoch 530 | loss: 0.031142 | val_loss: 0.0311772 | Time: 2011.92 ms [2020-12-21 21:32:02 main:581] : INFO : Epoch 531 | loss: 0.0311434 | val_loss: 0.031179 | Time: 2019.27 ms [2020-12-21 21:32:04 main:581] : INFO : Epoch 532 | loss: 0.0311427 | val_loss: 0.0311748 | Time: 2011.11 ms [2020-12-21 21:32:06 main:581] : INFO : Epoch 533 | loss: 0.0311411 | val_loss: 0.0311728 | Time: 2014.18 ms [2020-12-21 21:32:08 main:581] : INFO : Epoch 534 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 2009.07 ms [2020-12-21 21:32:10 main:581] : INFO : Epoch 535 | loss: 0.0311405 | val_loss: 0.0311733 | Time: 2019.9 ms [2020-12-21 21:32:12 main:581] : INFO : Epoch 536 | loss: 0.0311398 | val_loss: 0.0311771 | Time: 2012.41 ms [2020-12-21 21:32:14 main:581] : INFO : Epoch 537 | loss: 0.0311393 | val_loss: 0.031175 | Time: 2018.42 ms [2020-12-21 21:32:16 main:581] : INFO : Epoch 538 | loss: 0.0311391 | val_loss: 0.0311738 | Time: 2019.52 ms [2020-12-21 21:32:18 main:581] : INFO : Epoch 539 | loss: 0.0311405 | val_loss: 0.031174 | Time: 2010.76 ms [2020-12-21 21:32:20 main:581] : INFO : Epoch 540 | loss: 0.0311389 | val_loss: 0.0311738 | Time: 2016.83 ms [2020-12-21 21:32:22 main:581] : INFO : Epoch 541 | loss: 0.0311392 | val_loss: 0.0311713 | Time: 2017.26 ms [2020-12-21 21:32:24 main:581] : INFO : Epoch 542 | loss: 0.0311382 | val_loss: 0.0311718 | Time: 2011.49 ms [2020-12-21 21:32:27 main:581] : INFO : Epoch 543 | loss: 0.0311368 | val_loss: 0.0311706 | Time: 2019.94 ms [2020-12-21 21:32:29 main:581] : INFO : Epoch 544 | loss: 0.0311378 | val_loss: 0.0311704 | Time: 2011.04 ms [2020-12-21 21:32:31 main:581] : INFO : Epoch 545 | loss: 0.0311385 | val_loss: 0.0311712 | Time: 2020.46 ms [2020-12-21 21:32:33 main:581] : INFO : Epoch 546 | loss: 0.0311397 | val_loss: 0.031175 | Time: 2010.88 ms [2020-12-21 21:32:35 main:581] : INFO : Epoch 547 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 2006.04 ms [2020-12-21 21:32:37 main:581] : INFO : Epoch 548 | loss: 0.0311406 | val_loss: 0.0311712 | Time: 2020.59 ms [2020-12-21 21:32:39 main:581] : INFO : Epoch 549 | loss: 0.0311401 | val_loss: 0.031172 | Time: 2017.7 ms [2020-12-21 21:32:41 main:581] : INFO : Epoch 550 | loss: 0.0311403 | val_loss: 0.0311731 | Time: 2018.15 ms [2020-12-21 21:32:43 main:581] : INFO : Epoch 551 | loss: 0.0311403 | val_loss: 0.0311752 | Time: 2029.37 ms [2020-12-21 21:32:45 main:581] : INFO : Epoch 552 | loss: 0.0311403 | val_loss: 0.0311767 | Time: 2015.34 ms [2020-12-21 21:32:47 main:581] : INFO : Epoch 553 | loss: 0.031146 | val_loss: 0.0311712 | Time: 2021.42 ms [2020-12-21 21:32:49 main:581] : INFO : Epoch 554 | loss: 0.0311449 | val_loss: 0.0311693 | Time: 2026.01 ms [2020-12-21 21:32:51 main:581] : INFO : Epoch 555 | loss: 0.0311431 | val_loss: 0.0311721 | Time: 2018.07 ms [2020-12-21 21:32:53 main:581] : INFO : Epoch 556 | loss: 0.031155 | val_loss: 0.0311763 | Time: 2025.95 ms [2020-12-21 21:32:55 main:581] : INFO : Epoch 557 | loss: 0.031159 | val_loss: 0.03117 | Time: 2013.84 ms [2020-12-21 21:32:57 main:581] : INFO : Epoch 558 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 2019.67 ms [2020-12-21 21:32:59 main:581] : INFO : Epoch 559 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 2005.06 ms [2020-12-21 21:33:01 main:581] : INFO : Epoch 560 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 2027.11 ms [2020-12-21 21:33:03 main:581] : INFO : Epoch 561 | loss: 0.03115 | val_loss: 0.0311676 | Time: 2013.31 ms [2020-12-21 21:33:05 main:581] : INFO : Epoch 562 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 2023.1 ms [2020-12-21 21:33:07 main:581] : INFO : Epoch 563 | loss: 0.0311579 | val_loss: 0.0311815 | Time: 2024.49 ms [2020-12-21 21:33:09 main:581] : INFO : Epoch 564 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 2029.65 ms [2020-12-21 21:33:11 main:581] : INFO : Epoch 565 | loss: 0.0311489 | val_loss: 0.0311726 | Time: 2025.35 ms [2020-12-21 21:33:13 main:581] : INFO : Epoch 566 | loss: 0.0311464 | val_loss: 0.031171 | Time: 2009.95 ms [2020-12-21 21:33:15 main:581] : INFO : Epoch 567 | loss: 0.0311455 | val_loss: 0.0311718 | Time: 2023.09 ms [2020-12-21 21:33:17 main:581] : INFO : Epoch 568 | loss: 0.0311451 | val_loss: 0.0311714 | Time: 2018.18 ms [2020-12-21 21:33:19 main:581] : INFO : Epoch 569 | loss: 0.0311435 | val_loss: 0.0311694 | Time: 2017.45 ms [2020-12-21 21:33:21 main:581] : INFO : Epoch 570 | loss: 0.0311436 | val_loss: 0.0311759 | Time: 2021.56 ms [2020-12-21 21:33:23 main:581] : INFO : Epoch 571 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 2021.02 ms [2020-12-21 21:33:25 main:581] : INFO : Epoch 572 | loss: 0.0311439 | val_loss: 0.0311705 | Time: 2018.73 ms [2020-12-21 21:33:27 main:581] : INFO : Epoch 573 | loss: 0.0311469 | val_loss: 0.0311757 | Time: 2017.41 ms [2020-12-21 21:33:29 main:581] : INFO : Epoch 574 | loss: 0.0311467 | val_loss: 0.0311773 | Time: 2016.84 ms [2020-12-21 21:33:31 main:581] : INFO : Epoch 575 | loss: 0.031144 | val_loss: 0.0311712 | Time: 2017.66 ms [2020-12-21 21:33:33 main:581] : INFO : Epoch 576 | loss: 0.0311442 | val_loss: 0.0311722 | Time: 2016.1 ms [2020-12-21 21:33:35 main:581] : INFO : Epoch 577 | loss: 0.0311469 | val_loss: 0.0311718 | Time: 2017.46 ms [2020-12-21 21:33:37 main:581] : INFO : Epoch 578 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 2010.8 ms [2020-12-21 21:33:39 main:581] : INFO : Epoch 579 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 2023.99 ms [2020-12-21 21:33:41 main:581] : INFO : Epoch 580 | loss: 0.0311443 | val_loss: 0.0311674 | Time: 2007.74 ms [2020-12-21 21:33:43 main:581] : INFO : Epoch 581 | loss: 0.0311471 | val_loss: 0.0311731 | Time: 2022.57 ms [2020-12-21 21:33:45 main:581] : INFO : Epoch 582 | loss: 0.031155 | val_loss: 0.0311689 | Time: 2024.44 ms [2020-12-21 21:33:47 main:581] : INFO : Epoch 583 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 2023.22 ms [2020-12-21 21:33:49 main:581] : INFO : Epoch 584 | loss: 0.0311537 | val_loss: 0.0311688 | Time: 2017.77 ms [2020-12-21 21:33:51 main:581] : INFO : Epoch 585 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 2012.91 ms [2020-12-21 21:33:53 main:581] : INFO : Epoch 586 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 2020.69 ms [2020-12-21 21:33:55 main:581] : INFO : Epoch 587 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 2021.79 ms [2020-12-21 21:33:57 main:581] : INFO : Epoch 588 | loss: 0.031149 | val_loss: 0.031168 | Time: 2023.19 ms [2020-12-21 21:33:59 main:581] : INFO : Epoch 589 | loss: 0.0311477 | val_loss: 0.0311698 | Time: 2008.11 ms [2020-12-21 21:34:01 main:581] : INFO : Epoch 590 | loss: 0.0311463 | val_loss: 0.0311674 | Time: 2017.16 ms [2020-12-21 21:34:03 main:581] : INFO : Epoch 591 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 2016.71 ms [2020-12-21 21:34:05 main:581] : INFO : Epoch 592 | loss: 0.0311504 | val_loss: 0.0311719 | Time: 2016.2 ms [2020-12-21 21:34:07 main:581] : INFO : Epoch 593 | loss: 0.0311568 | val_loss: 0.0311706 | Time: 2017.11 ms [2020-12-21 21:34:09 main:581] : INFO : Epoch 594 | loss: 0.0311539 | val_loss: 0.0311693 | Time: 2013.58 ms [2020-12-21 21:34:11 main:581] : INFO : Epoch 595 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 2017.31 ms [2020-12-21 21:34:13 main:581] : INFO : Epoch 596 | loss: 0.0311496 | val_loss: 0.0311715 | Time: 2013.37 ms [2020-12-21 21:34:15 main:581] : INFO : Epoch 597 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 2017.06 ms [2020-12-21 21:34:18 main:581] : INFO : Epoch 598 | loss: 0.0311474 | val_loss: 0.031172 | Time: 2011.12 ms [2020-12-21 21:34:20 main:581] : INFO : Epoch 599 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2006.44 ms [2020-12-21 21:34:22 main:581] : INFO : Epoch 600 | loss: 0.0311467 | val_loss: 0.0311687 | Time: 2014.2 ms [2020-12-21 21:34:24 main:581] : INFO : Epoch 601 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 2029.7 ms [2020-12-21 21:34:26 main:581] : INFO : Epoch 602 | loss: 0.0311441 | val_loss: 0.0311699 | Time: 2015.41 ms [2020-12-21 21:34:28 main:581] : INFO : Epoch 603 | loss: 0.0311452 | val_loss: 0.0311681 | Time: 2011.27 ms [2020-12-21 21:34:30 main:581] : INFO : Epoch 604 | loss: 0.0311448 | val_loss: 0.03117 | Time: 2016.7 ms [2020-12-21 21:34:32 main:581] : INFO : Epoch 605 | loss: 0.0311434 | val_loss: 0.0311685 | Time: 2016.17 ms [2020-12-21 21:34:34 main:581] : INFO : Epoch 606 | loss: 0.0311438 | val_loss: 0.0311707 | Time: 2008.84 ms [2020-12-21 21:34:36 main:581] : INFO : Epoch 607 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 2021.32 ms [2020-12-21 21:34:38 main:581] : INFO : Epoch 608 | loss: 0.0311423 | val_loss: 0.031172 | Time: 2012.79 ms [2020-12-21 21:34:40 main:581] : INFO : Epoch 609 | loss: 0.0311426 | val_loss: 0.0311688 | Time: 2019.33 ms [2020-12-21 21:34:42 main:581] : INFO : Epoch 610 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 2027.65 ms [2020-12-21 21:34:44 main:581] : INFO : Epoch 611 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 2010.16 ms [2020-12-21 21:34:46 main:581] : INFO : Epoch 612 | loss: 0.0311472 | val_loss: 0.031167 | Time: 2020.46 ms [2020-12-21 21:34:48 main:581] : INFO : Epoch 613 | loss: 0.0311432 | val_loss: 0.0311697 | Time: 2021.07 ms [2020-12-21 21:34:50 main:581] : INFO : Epoch 614 | loss: 0.0311421 | val_loss: 0.0311726 | Time: 2019.45 ms [2020-12-21 21:34:52 main:581] : INFO : Epoch 615 | loss: 0.0311432 | val_loss: 0.0311727 | Time: 2019.12 ms [2020-12-21 21:34:54 main:581] : INFO : Epoch 616 | loss: 0.0311459 | val_loss: 0.0311771 | Time: 2012.04 ms [2020-12-21 21:34:56 main:581] : INFO : Epoch 617 | loss: 0.0311506 | val_loss: 0.0311794 | Time: 2025.83 ms [2020-12-21 21:34:58 main:581] : INFO : Epoch 618 | loss: 0.0311508 | val_loss: 0.031173 | Time: 2014.24 ms [2020-12-21 21:35:00 main:581] : INFO : Epoch 619 | loss: 0.0311446 | val_loss: 0.0311747 | Time: 2015.28 ms [2020-12-21 21:35:02 main:581] : INFO : Epoch 620 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 2014 ms [2020-12-21 21:35:04 main:581] : INFO : Epoch 621 | loss: 0.0311416 | val_loss: 0.0311701 | Time: 2015.19 ms [2020-12-21 21:35:06 main:581] : INFO : Epoch 622 | loss: 0.031141 | val_loss: 0.0311709 | Time: 2016.73 ms [2020-12-21 21:35:08 main:581] : INFO : Epoch 623 | loss: 0.0311413 | val_loss: 0.0311691 | Time: 2016.05 ms [2020-12-21 21:35:10 main:581] : INFO : Epoch 624 | loss: 0.0311401 | val_loss: 0.0311702 | Time: 2010.15 ms [2020-12-21 21:35:12 main:581] : INFO : Epoch 625 | loss: 0.0311404 | val_loss: 0.0311704 | Time: 2009.32 ms [2020-12-21 21:35:14 main:581] : INFO : Epoch 626 | loss: 0.0311413 | val_loss: 0.0311737 | Time: 2019.83 ms [2020-12-21 21:35:16 main:581] : INFO : Epoch 627 | loss: 0.0311401 | val_loss: 0.03117 | Time: 2009.53 ms [2020-12-21 21:35:18 main:581] : INFO : Epoch 628 | loss: 0.0311393 | val_loss: 0.0311725 | Time: 2010.46 ms [2020-12-21 21:35:20 main:581] : INFO : Epoch 629 | loss: 0.0311415 | val_loss: 0.0311743 | Time: 2019.24 ms [2020-12-21 21:35:22 main:581] : INFO : Epoch 630 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 2019.05 ms [2020-12-21 21:35:24 main:581] : INFO : Epoch 631 | loss: 0.0311399 | val_loss: 0.0311758 | Time: 2011.49 ms [2020-12-21 21:35:26 main:581] : INFO : Epoch 632 | loss: 0.0311403 | val_loss: 0.0311697 | Time: 2026.66 ms [2020-12-21 21:35:28 main:581] : INFO : Epoch 633 | loss: 0.0311413 | val_loss: 0.0311716 | Time: 2012.79 ms [2020-12-21 21:35:30 main:581] : INFO : Epoch 634 | loss: 0.0311423 | val_loss: 0.0311693 | Time: 2027.74 ms [2020-12-21 21:35:32 main:581] : INFO : Epoch 635 | loss: 0.0311448 | val_loss: 0.0311706 | Time: 2013.51 ms [2020-12-21 21:35:34 main:581] : INFO : Epoch 636 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 2018.65 ms [2020-12-21 21:35:36 main:581] : INFO : Epoch 637 | loss: 0.0311489 | val_loss: 0.0311689 | Time: 2020.53 ms [2020-12-21 21:35:38 main:581] : INFO : Epoch 638 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 2019.01 ms [2020-12-21 21:35:40 main:581] : INFO : Epoch 639 | loss: 0.0311469 | val_loss: 0.0311736 | Time: 2009.07 ms [2020-12-21 21:35:42 main:581] : INFO : Epoch 640 | loss: 0.0311455 | val_loss: 0.0311741 | Time: 2020.39 ms [2020-12-21 21:35:44 main:581] : INFO : Epoch 641 | loss: 0.0311437 | val_loss: 0.0311716 | Time: 2019.58 ms [2020-12-21 21:35:46 main:581] : INFO : Epoch 642 | loss: 0.0311422 | val_loss: 0.0311678 | Time: 2021.12 ms [2020-12-21 21:35:48 main:581] : INFO : Epoch 643 | loss: 0.0311431 | val_loss: 0.0311722 | Time: 2021.02 ms [2020-12-21 21:35:50 main:581] : INFO : Epoch 644 | loss: 0.031141 | val_loss: 0.0311663 | Time: 2021.26 ms [2020-12-21 21:35:52 main:581] : INFO : Epoch 645 | loss: 0.0311433 | val_loss: 0.0311701 | Time: 2017.11 ms [2020-12-21 21:35:54 main:581] : INFO : Epoch 646 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 2020.3 ms [2020-12-21 21:35:56 main:581] : INFO : Epoch 647 | loss: 0.0311445 | val_loss: 0.0311746 | Time: 2021.45 ms [2020-12-21 21:35:58 main:581] : INFO : Epoch 648 | loss: 0.0311413 | val_loss: 0.0311747 | Time: 2022.25 ms [2020-12-21 21:36:00 main:581] : INFO : Epoch 649 | loss: 0.0311426 | val_loss: 0.0311714 | Time: 2023.3 ms [2020-12-21 21:36:02 main:581] : INFO : Epoch 650 | loss: 0.0311429 | val_loss: 0.0311718 | Time: 2028.06 ms [2020-12-21 21:36:04 main:581] : INFO : Epoch 651 | loss: 0.0311411 | val_loss: 0.0311722 | Time: 2021.9 ms [2020-12-21 21:36:06 main:581] : INFO : Epoch 652 | loss: 0.0311404 | val_loss: 0.0311737 | Time: 2014.02 ms [2020-12-21 21:36:08 main:581] : INFO : Epoch 653 | loss: 0.0311397 | val_loss: 0.0311758 | Time: 2020.77 ms [2020-12-21 21:36:11 main:581] : INFO : Epoch 654 | loss: 0.0311446 | val_loss: 0.0311793 | Time: 2016.99 ms [2020-12-21 21:36:13 main:581] : INFO : Epoch 655 | loss: 0.0311445 | val_loss: 0.0311729 | Time: 2023.08 ms [2020-12-21 21:36:15 main:581] : INFO : Epoch 656 | loss: 0.0311405 | val_loss: 0.0311702 | Time: 2014.84 ms [2020-12-21 21:36:17 main:581] : INFO : Epoch 657 | loss: 0.0311392 | val_loss: 0.0311719 | Time: 2020.5 ms [2020-12-21 21:36:19 main:581] : INFO : Epoch 658 | loss: 0.0311403 | val_loss: 0.0311698 | Time: 2020.74 ms [2020-12-21 21:36:21 main:581] : INFO : Epoch 659 | loss: 0.0311399 | val_loss: 0.0311772 | Time: 2023.74 ms [2020-12-21 21:36:23 main:581] : INFO : Epoch 660 | loss: 0.031141 | val_loss: 0.0311741 | Time: 2017.54 ms [2020-12-21 21:36:25 main:581] : INFO : Epoch 661 | loss: 0.0311402 | val_loss: 0.0311739 | Time: 2013.74 ms [2020-12-21 21:36:27 main:581] : INFO : Epoch 662 | loss: 0.0311405 | val_loss: 0.0311876 | Time: 2015.26 ms [2020-12-21 21:36:29 main:581] : INFO : Epoch 663 | loss: 0.0311452 | val_loss: 0.0311739 | Time: 2026.71 ms [2020-12-21 21:36:31 main:581] : INFO : Epoch 664 | loss: 0.0311434 | val_loss: 0.0311713 | Time: 2017.68 ms [2020-12-21 21:36:33 main:581] : INFO : Epoch 665 | loss: 0.0311403 | val_loss: 0.0311764 | Time: 2020.05 ms [2020-12-21 21:36:35 main:581] : INFO : Epoch 666 | loss: 0.0311429 | val_loss: 0.0311729 | Time: 2020.11 ms [2020-12-21 21:36:37 main:581] : INFO : Epoch 667 | loss: 0.0311423 | val_loss: 0.0311731 | Time: 2011.91 ms [2020-12-21 21:36:39 main:581] : INFO : Epoch 668 | loss: 0.031142 | val_loss: 0.0311719 | Time: 2035.83 ms [2020-12-21 21:36:41 main:581] : INFO : Epoch 669 | loss: 0.031145 | val_loss: 0.0311733 | Time: 2020.07 ms [2020-12-21 21:36:43 main:581] : INFO : Epoch 670 | loss: 0.0311487 | val_loss: 0.0311717 | Time: 2020.45 ms [2020-12-21 21:36:45 main:581] : INFO : Epoch 671 | loss: 0.0311448 | val_loss: 0.0311791 | Time: 2019.64 ms [2020-12-21 21:36:47 main:581] : INFO : Epoch 672 | loss: 0.0311417 | val_loss: 0.0311723 | Time: 2017.71 ms [2020-12-21 21:36:49 main:581] : INFO : Epoch 673 | loss: 0.0311425 | val_loss: 0.0311716 | Time: 2016.95 ms [2020-12-21 21:36:51 main:581] : INFO : Epoch 674 | loss: 0.0311416 | val_loss: 0.0311728 | Time: 2026.28 ms [2020-12-21 21:36:53 main:581] : INFO : Epoch 675 | loss: 0.0311387 | val_loss: 0.0311773 | Time: 2022.6 ms [2020-12-21 21:36:55 main:581] : INFO : Epoch 676 | loss: 0.0311389 | val_loss: 0.0311778 | Time: 2022.24 ms [2020-12-21 21:36:57 main:581] : INFO : Epoch 677 | loss: 0.0311401 | val_loss: 0.0311823 | Time: 2032.2 ms [2020-12-21 21:36:59 main:581] : INFO : Epoch 678 | loss: 0.0311439 | val_loss: 0.0311712 | Time: 2017.36 ms [2020-12-21 21:37:01 main:581] : INFO : Epoch 679 | loss: 0.031146 | val_loss: 0.0311719 | Time: 2021.71 ms [2020-12-21 21:37:03 main:581] : INFO : Epoch 680 | loss: 0.0311437 | val_loss: 0.0311711 | Time: 2021.54 ms [2020-12-21 21:37:05 main:581] : INFO : Epoch 681 | loss: 0.0311431 | val_loss: 0.0311716 | Time: 2025.34 ms [2020-12-21 21:37:07 main:581] : INFO : Epoch 682 | loss: 0.0311406 | val_loss: 0.0311709 | Time: 2026.24 ms [2020-12-21 21:37:09 main:581] : INFO : Epoch 683 | loss: 0.031139 | val_loss: 0.0311731 | Time: 2025.23 ms [2020-12-21 21:37:11 main:581] : INFO : Epoch 684 | loss: 0.0311389 | val_loss: 0.0311735 | Time: 2030.93 ms [2020-12-21 21:37:13 main:581] : INFO : Epoch 685 | loss: 0.0311407 | val_loss: 0.031179 | Time: 2024.29 ms [2020-12-21 21:37:15 main:581] : INFO : Epoch 686 | loss: 0.0311418 | val_loss: 0.0311735 | Time: 2024.37 ms [2020-12-21 21:37:17 main:581] : INFO : Epoch 687 | loss: 0.0311463 | val_loss: 0.0311713 | Time: 2026.09 ms [2020-12-21 21:37:19 main:581] : INFO : Epoch 688 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 2015.68 ms [2020-12-21 21:37:21 main:581] : INFO : Epoch 689 | loss: 0.031143 | val_loss: 0.0311741 | Time: 2023.98 ms [2020-12-21 21:37:23 main:581] : INFO : Epoch 690 | loss: 0.0311423 | val_loss: 0.0311744 | Time: 2023.51 ms [2020-12-21 21:37:25 main:581] : INFO : Epoch 691 | loss: 0.0311451 | val_loss: 0.0311723 | Time: 2024.17 ms [2020-12-21 21:37:27 main:581] : INFO : Epoch 692 | loss: 0.0311432 | val_loss: 0.0311698 | Time: 2028.7 ms [2020-12-21 21:37:29 main:581] : INFO : Epoch 693 | loss: 0.0311417 | val_loss: 0.0311746 | Time: 2021.43 ms [2020-12-21 21:37:31 main:581] : INFO : Epoch 694 | loss: 0.0311419 | val_loss: 0.0311722 | Time: 2012.31 ms [2020-12-21 21:37:33 main:581] : INFO : Epoch 695 | loss: 0.0311418 | val_loss: 0.0311706 | Time: 2027.79 ms [2020-12-21 21:37:35 main:581] : INFO : Epoch 696 | loss: 0.0311407 | val_loss: 0.0311793 | Time: 2026.54 ms [2020-12-21 21:37:37 main:581] : INFO : Epoch 697 | loss: 0.0311404 | val_loss: 0.0311811 | Time: 2024.73 ms [2020-12-21 21:37:39 main:581] : INFO : Epoch 698 | loss: 0.0311425 | val_loss: 0.0311756 | Time: 2023.16 ms [2020-12-21 21:37:42 main:581] : INFO : Epoch 699 | loss: 0.0311413 | val_loss: 0.0311781 | Time: 2017.31 ms [2020-12-21 21:37:44 main:581] : INFO : Epoch 700 | loss: 0.0311388 | val_loss: 0.0311764 | Time: 2023.26 ms [2020-12-21 21:37:46 main:581] : INFO : Epoch 701 | loss: 0.0311402 | val_loss: 0.0311714 | Time: 2024.86 ms [2020-12-21 21:37:48 main:581] : INFO : Epoch 702 | loss: 0.0311384 | val_loss: 0.0311765 | Time: 2036.65 ms [2020-12-21 21:37:50 main:581] : INFO : Epoch 703 | loss: 0.0311389 | val_loss: 0.0311713 | Time: 2023.4 ms [2020-12-21 21:37:52 main:581] : INFO : Epoch 704 | loss: 0.0311399 | val_loss: 0.0311741 | Time: 2023.27 ms [2020-12-21 21:37:54 main:581] : INFO : Epoch 705 | loss: 0.0311393 | val_loss: 0.0311694 | Time: 2022.43 ms [2020-12-21 21:37:56 main:581] : INFO : Epoch 706 | loss: 0.0311404 | val_loss: 0.0311733 | Time: 2019.89 ms [2020-12-21 21:37:58 main:581] : INFO : Epoch 707 | loss: 0.0311423 | val_loss: 0.0311698 | Time: 2021.63 ms [2020-12-21 21:38:00 main:581] : INFO : Epoch 708 | loss: 0.0311394 | val_loss: 0.0311721 | Time: 2022.42 ms [2020-12-21 21:38:02 main:581] : INFO : Epoch 709 | loss: 0.0311394 | val_loss: 0.0311696 | Time: 2008.96 ms [2020-12-21 21:38:04 main:581] : INFO : Epoch 710 | loss: 0.0311379 | val_loss: 0.0311711 | Time: 2020.28 ms [2020-12-21 21:38:06 main:581] : INFO : Epoch 711 | loss: 0.03114 | val_loss: 0.0311733 | Time: 2018.8 ms [2020-12-21 21:38:08 main:581] : INFO : Epoch 712 | loss: 0.0311374 | val_loss: 0.031171 | Time: 2028.61 ms [2020-12-21 21:38:10 main:581] : INFO : Epoch 713 | loss: 0.0311408 | val_loss: 0.0311725 | Time: 2024.97 ms [2020-12-21 21:38:12 main:581] : INFO : Epoch 714 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 2026.72 ms [2020-12-21 21:38:14 main:581] : INFO : Epoch 715 | loss: 0.0311433 | val_loss: 0.0311713 | Time: 2024.28 ms [2020-12-21 21:38:16 main:581] : INFO : Epoch 716 | loss: 0.0311443 | val_loss: 0.031174 | Time: 2017.28 ms [2020-12-21 21:38:18 main:581] : INFO : Epoch 717 | loss: 0.0311415 | val_loss: 0.031176 | Time: 2031.79 ms [2020-12-21 21:38:20 main:581] : INFO : Epoch 718 | loss: 0.0311455 | val_loss: 0.0311746 | Time: 2029.75 ms [2020-12-21 21:38:22 main:581] : INFO : Epoch 719 | loss: 0.031145 | val_loss: 0.0311752 | Time: 2021.18 ms [2020-12-21 21:38:24 main:581] : INFO : Epoch 720 | loss: 0.031143 | val_loss: 0.0311758 | Time: 2014.49 ms [2020-12-21 21:38:26 main:581] : INFO : Epoch 721 | loss: 0.0311412 | val_loss: 0.0311727 | Time: 2023.34 ms [2020-12-21 21:38:28 main:581] : INFO : Epoch 722 | loss: 0.0311425 | val_loss: 0.0311717 | Time: 2021.55 ms [2020-12-21 21:38:30 main:581] : INFO : Epoch 723 | loss: 0.0311443 | val_loss: 0.0311755 | Time: 2022 ms [2020-12-21 21:38:32 main:581] : INFO : Epoch 724 | loss: 0.0311433 | val_loss: 0.0311725 | Time: 2021.77 ms [2020-12-21 21:38:34 main:581] : INFO : Epoch 725 | loss: 0.0311426 | val_loss: 0.031172 | Time: 2023.54 ms [2020-12-21 21:38:36 main:581] : INFO : Epoch 726 | loss: 0.0311414 | val_loss: 0.0311717 | Time: 2023.55 ms [2020-12-21 21:38:38 main:581] : INFO : Epoch 727 | loss: 0.0311395 | val_loss: 0.0311756 | Time: 2016.12 ms [2020-12-21 21:38:40 main:581] : INFO : Epoch 728 | loss: 0.0311404 | val_loss: 0.0311824 | Time: 2037.81 ms [2020-12-21 21:38:42 main:581] : INFO : Epoch 729 | loss: 0.0311398 | val_loss: 0.0311715 | Time: 2015.91 ms [2020-12-21 21:38:44 main:581] : INFO : Epoch 730 | loss: 0.0311384 | val_loss: 0.0311707 | Time: 2032.07 ms [2020-12-21 21:38:46 main:581] : INFO : Epoch 731 | loss: 0.0311378 | val_loss: 0.0311733 | Time: 2017.03 ms [2020-12-21 21:38:48 main:581] : INFO : Epoch 732 | loss: 0.0311375 | val_loss: 0.0311722 | Time: 2027.09 ms [2020-12-21 21:38:50 main:581] : INFO : Epoch 733 | loss: 0.0311372 | val_loss: 0.0311709 | Time: 2014.15 ms [2020-12-21 21:38:52 main:581] : INFO : Epoch 734 | loss: 0.0311385 | val_loss: 0.0311696 | Time: 2032.63 ms [2020-12-21 21:38:54 main:581] : INFO : Epoch 735 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2033.27 ms [2020-12-21 21:38:56 main:581] : INFO : Epoch 736 | loss: 0.0311415 | val_loss: 0.0311714 | Time: 2032.89 ms [2020-12-21 21:38:58 main:581] : INFO : Epoch 737 | loss: 0.0311398 | val_loss: 0.0311759 | Time: 2023.21 ms [2020-12-21 21:39:00 main:581] : INFO : Epoch 738 | loss: 0.0311392 | val_loss: 0.0311704 | Time: 2023.38 ms [2020-12-21 21:39:02 main:581] : INFO : Epoch 739 | loss: 0.0311381 | val_loss: 0.0311707 | Time: 2024.88 ms [2020-12-21 21:39:04 main:581] : INFO : Epoch 740 | loss: 0.031138 | val_loss: 0.0311738 | Time: 2028.74 ms [2020-12-21 21:39:07 main:581] : INFO : Epoch 741 | loss: 0.0311371 | val_loss: 0.0311745 | Time: 2034.03 ms [2020-12-21 21:39:09 main:581] : INFO : Epoch 742 | loss: 0.0311377 | val_loss: 0.0311774 | Time: 2017.03 ms [2020-12-21 21:39:11 main:581] : INFO : Epoch 743 | loss: 0.0311368 | val_loss: 0.0311757 | Time: 2026.77 ms [2020-12-21 21:39:13 main:581] : INFO : Epoch 744 | loss: 0.0311402 | val_loss: 0.031174 | Time: 2025.98 ms [2020-12-21 21:39:15 main:581] : INFO : Epoch 745 | loss: 0.0311394 | val_loss: 0.0311722 | Time: 2012.08 ms [2020-12-21 21:39:17 main:581] : INFO : Epoch 746 | loss: 0.0311369 | val_loss: 0.0311763 | Time: 2024.73 ms [2020-12-21 21:39:19 main:581] : INFO : Epoch 747 | loss: 0.0311372 | val_loss: 0.0311756 | Time: 2031.74 ms [2020-12-21 21:39:21 main:581] : INFO : Epoch 748 | loss: 0.0311374 | val_loss: 0.031174 | Time: 2027.73 ms [2020-12-21 21:39:23 main:581] : INFO : Epoch 749 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 2034.96 ms [2020-12-21 21:39:25 main:581] : INFO : Epoch 750 | loss: 0.0311361 | val_loss: 0.031178 | Time: 2023.64 ms [2020-12-21 21:39:27 main:581] : INFO : Epoch 751 | loss: 0.0311359 | val_loss: 0.0311751 | Time: 2027.19 ms [2020-12-21 21:39:29 main:581] : INFO : Epoch 752 | loss: 0.0311354 | val_loss: 0.0311741 | Time: 2027.49 ms [2020-12-21 21:39:31 main:581] : INFO : Epoch 753 | loss: 0.0311354 | val_loss: 0.0311735 | Time: 2032.66 ms [2020-12-21 21:39:33 main:581] : INFO : Epoch 754 | loss: 0.0311348 | val_loss: 0.0311731 | Time: 2023.02 ms [2020-12-21 21:39:35 main:581] : INFO : Epoch 755 | loss: 0.0311352 | val_loss: 0.0311754 | Time: 2027.09 ms [2020-12-21 21:39:37 main:581] : INFO : Epoch 756 | loss: 0.0311354 | val_loss: 0.0311746 | Time: 2025.5 ms [2020-12-21 21:39:39 main:581] : INFO : Epoch 757 | loss: 0.0311362 | val_loss: 0.0311716 | Time: 2027.38 ms [2020-12-21 21:39:41 main:581] : INFO : Epoch 758 | loss: 0.0311337 | val_loss: 0.031176 | Time: 2019.22 ms [2020-12-21 21:39:43 main:581] : INFO : Epoch 759 | loss: 0.031134 | val_loss: 0.0311725 | Time: 2024.63 ms [2020-12-21 21:39:45 main:581] : INFO : Epoch 760 | loss: 0.0311345 | val_loss: 0.0311719 | Time: 2026.39 ms [2020-12-21 21:39:47 main:581] : INFO : Epoch 761 | loss: 0.031137 | val_loss: 0.0311802 | Time: 2031.36 ms [2020-12-21 21:39:49 main:581] : INFO : Epoch 762 | loss: 0.0311398 | val_loss: 0.0311757 | Time: 2026.3 ms [2020-12-21 21:39:51 main:581] : INFO : Epoch 763 | loss: 0.0311359 | val_loss: 0.0311759 | Time: 2025.67 ms [2020-12-21 21:39:53 main:581] : INFO : Epoch 764 | loss: 0.0311369 | val_loss: 0.0311783 | Time: 2017.79 ms [2020-12-21 21:39:55 main:581] : INFO : Epoch 765 | loss: 0.0311365 | val_loss: 0.0311787 | Time: 2036.15 ms [2020-12-21 21:39:57 main:581] : INFO : Epoch 766 | loss: 0.031134 | val_loss: 0.0311756 | Time: 2026.31 ms [2020-12-21 21:39:59 main:581] : INFO : Epoch 767 | loss: 0.0311338 | val_loss: 0.0311791 | Time: 2024.15 ms [2020-12-21 21:40:01 main:581] : INFO : Epoch 768 | loss: 0.0311343 | val_loss: 0.0311786 | Time: 2023.48 ms [2020-12-21 21:40:03 main:581] : INFO : Epoch 769 | loss: 0.0311335 | val_loss: 0.0311731 | Time: 2022.64 ms [2020-12-21 21:40:05 main:581] : INFO : Epoch 770 | loss: 0.0311336 | val_loss: 0.031183 | Time: 2033.51 ms [2020-12-21 21:40:07 main:581] : INFO : Epoch 771 | loss: 0.031136 | val_loss: 0.0311747 | Time: 2028.91 ms [2020-12-21 21:40:09 main:581] : INFO : Epoch 772 | loss: 0.0311672 | val_loss: 0.0311807 | Time: 2025.82 ms [2020-12-21 21:40:11 main:581] : INFO : Epoch 773 | loss: 0.0311657 | val_loss: 0.0311653 | Time: 2026.5 ms [2020-12-21 21:40:13 main:581] : INFO : Epoch 774 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 2029.07 ms [2020-12-21 21:40:15 main:581] : INFO : Epoch 775 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 2032.1 ms [2020-12-21 21:40:17 main:581] : INFO : Epoch 776 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2025.93 ms [2020-12-21 21:40:19 main:581] : INFO : Epoch 777 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 2020.9 ms [2020-12-21 21:40:22 main:581] : INFO : Epoch 778 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 2026.31 ms [2020-12-21 21:40:24 main:581] : INFO : Epoch 779 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 2026.58 ms [2020-12-21 21:40:26 main:581] : INFO : Epoch 780 | loss: 0.0311507 | val_loss: 0.0311723 | Time: 2029.14 ms [2020-12-21 21:40:28 main:581] : INFO : Epoch 781 | loss: 0.031151 | val_loss: 0.0311675 | Time: 2029.18 ms [2020-12-21 21:40:30 main:581] : INFO : Epoch 782 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 2030.25 ms [2020-12-21 21:40:32 main:581] : INFO : Epoch 783 | loss: 0.0311481 | val_loss: 0.0311713 | Time: 2030.9 ms [2020-12-21 21:40:34 main:581] : INFO : Epoch 784 | loss: 0.0311489 | val_loss: 0.0311687 | Time: 2029.85 ms [2020-12-21 21:40:36 main:581] : INFO : Epoch 785 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 2019.99 ms [2020-12-21 21:40:38 main:581] : INFO : Epoch 786 | loss: 0.0311475 | val_loss: 0.0311692 | Time: 2027.97 ms [2020-12-21 21:40:40 main:581] : INFO : Epoch 787 | loss: 0.0311465 | val_loss: 0.0311682 | Time: 2029.57 ms [2020-12-21 21:40:42 main:581] : INFO : Epoch 788 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 2027.27 ms [2020-12-21 21:40:44 main:581] : INFO : Epoch 789 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 2028.44 ms [2020-12-21 21:40:46 main:581] : INFO : Epoch 790 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 2027.1 ms [2020-12-21 21:40:48 main:581] : INFO : Epoch 791 | loss: 0.0311466 | val_loss: 0.0311702 | Time: 2027.53 ms [2020-12-21 21:40:50 main:581] : INFO : Epoch 792 | loss: 0.031146 | val_loss: 0.0311703 | Time: 2034.87 ms [2020-12-21 21:40:52 main:581] : INFO : Epoch 793 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 2025.87 ms [2020-12-21 21:40:54 main:581] : INFO : Epoch 794 | loss: 0.0311425 | val_loss: 0.031169 | Time: 2028.55 ms [2020-12-21 21:40:56 main:581] : INFO : Epoch 795 | loss: 0.0311446 | val_loss: 0.0311704 | Time: 2038.22 ms [2020-12-21 21:40:58 main:581] : INFO : Epoch 796 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 2032.38 ms [2020-12-21 21:41:00 main:581] : INFO : Epoch 797 | loss: 0.0311404 | val_loss: 0.0311733 | Time: 2025.1 ms [2020-12-21 21:41:02 main:581] : INFO : Epoch 798 | loss: 0.0311433 | val_loss: 0.0311699 | Time: 2029.05 ms [2020-12-21 21:41:04 main:581] : INFO : Epoch 799 | loss: 0.0311433 | val_loss: 0.0311775 | Time: 2032.8 ms [2020-12-21 21:41:06 main:581] : INFO : Epoch 800 | loss: 0.0311435 | val_loss: 0.0311741 | Time: 2035.09 ms [2020-12-21 21:41:08 main:581] : INFO : Epoch 801 | loss: 0.0311432 | val_loss: 0.0311742 | Time: 2027.48 ms [2020-12-21 21:41:10 main:581] : INFO : Epoch 802 | loss: 0.0311416 | val_loss: 0.0311731 | Time: 2028.69 ms [2020-12-21 21:41:12 main:581] : INFO : Epoch 803 | loss: 0.0311405 | val_loss: 0.0311768 | Time: 2027.48 ms [2020-12-21 21:41:14 main:581] : INFO : Epoch 804 | loss: 0.0311399 | val_loss: 0.0311758 | Time: 2032.05 ms [2020-12-21 21:41:16 main:581] : INFO : Epoch 805 | loss: 0.0311408 | val_loss: 0.0311772 | Time: 2028.04 ms [2020-12-21 21:41:18 main:581] : INFO : Epoch 806 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 2027.3 ms [2020-12-21 21:41:20 main:581] : INFO : Epoch 807 | loss: 0.0311416 | val_loss: 0.0311704 | Time: 2025.89 ms [2020-12-21 21:41:22 main:581] : INFO : Epoch 808 | loss: 0.0311408 | val_loss: 0.0311727 | Time: 2033.22 ms [2020-12-21 21:41:24 main:581] : INFO : Epoch 809 | loss: 0.0311393 | val_loss: 0.0311754 | Time: 2033.7 ms [2020-12-21 21:41:26 main:581] : INFO : Epoch 810 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 2024.12 ms [2020-12-21 21:41:28 main:581] : INFO : Epoch 811 | loss: 0.0311414 | val_loss: 0.0311744 | Time: 2027.67 ms [2020-12-21 21:41:31 main:581] : INFO : Epoch 812 | loss: 0.0311441 | val_loss: 0.0311761 | Time: 2035.11 ms [2020-12-21 21:41:33 main:581] : INFO : Epoch 813 | loss: 0.031149 | val_loss: 0.0312221 | Time: 2018.28 ms [2020-12-21 21:41:35 main:581] : INFO : Epoch 814 | loss: 0.0311764 | val_loss: 0.0312336 | Time: 2023.46 ms [2020-12-21 21:41:37 main:581] : INFO : Epoch 815 | loss: 0.0312448 | val_loss: 0.0312104 | Time: 2023.26 ms [2020-12-21 21:41:39 main:581] : INFO : Epoch 816 | loss: 0.0312938 | val_loss: 0.0312309 | Time: 2026.07 ms [2020-12-21 21:41:41 main:581] : INFO : Epoch 817 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 2025.8 ms [2020-12-21 21:41:43 main:581] : INFO : Epoch 818 | loss: 0.0311503 | val_loss: 0.0311755 | Time: 2025.69 ms [2020-12-21 21:41:45 main:581] : INFO : Epoch 819 | loss: 0.0311447 | val_loss: 0.0311743 | Time: 2028.75 ms [2020-12-21 21:41:47 main:581] : INFO : Epoch 820 | loss: 0.031144 | val_loss: 0.0311756 | Time: 2030.43 ms [2020-12-21 21:41:49 main:581] : INFO : Epoch 821 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 2039.42 ms [2020-12-21 21:41:51 main:581] : INFO : Epoch 822 | loss: 0.0311389 | val_loss: 0.0311728 | Time: 2021.48 ms [2020-12-21 21:41:53 main:581] : INFO : Epoch 823 | loss: 0.0311418 | val_loss: 0.0311765 | Time: 2032.65 ms [2020-12-21 21:41:55 main:581] : INFO : Epoch 824 | loss: 0.0311386 | val_loss: 0.0311787 | Time: 2030.43 ms [2020-12-21 21:41:57 main:581] : INFO : Epoch 825 | loss: 0.0311398 | val_loss: 0.0311737 | Time: 2032.61 ms [2020-12-21 21:41:59 main:581] : INFO : Epoch 826 | loss: 0.0311392 | val_loss: 0.031175 | Time: 2031.9 ms [2020-12-21 21:42:01 main:581] : INFO : Epoch 827 | loss: 0.0311395 | val_loss: 0.0311778 | Time: 2032.67 ms [2020-12-21 21:42:03 main:581] : INFO : Epoch 828 | loss: 0.0311378 | val_loss: 0.0311759 | Time: 2024.92 ms [2020-12-21 21:42:05 main:581] : INFO : Epoch 829 | loss: 0.0311411 | val_loss: 0.0311738 | Time: 2026.84 ms [2020-12-21 21:42:07 main:581] : INFO : Epoch 830 | loss: 0.0311454 | val_loss: 0.03117 | Time: 2027.17 ms [2020-12-21 21:42:09 main:581] : INFO : Epoch 831 | loss: 0.0311447 | val_loss: 0.0311767 | Time: 2023.17 ms [2020-12-21 21:42:11 main:581] : INFO : Epoch 832 | loss: 0.0311433 | val_loss: 0.0311757 | Time: 2028.67 ms [2020-12-21 21:42:13 main:581] : INFO : Epoch 833 | loss: 0.0311442 | val_loss: 0.0311791 | Time: 2042.51 ms [2020-12-21 21:42:15 main:581] : INFO : Epoch 834 | loss: 0.0311405 | val_loss: 0.0311728 | Time: 2029.18 ms [2020-12-21 21:42:17 main:581] : INFO : Epoch 835 | loss: 0.0311367 | val_loss: 0.0311772 | Time: 2028.48 ms [2020-12-21 21:42:19 main:581] : INFO : Epoch 836 | loss: 0.0311363 | val_loss: 0.0311753 | Time: 2034.54 ms [2020-12-21 21:42:21 main:581] : INFO : Epoch 837 | loss: 0.0311365 | val_loss: 0.0311721 | Time: 2019.39 ms [2020-12-21 21:42:23 main:581] : INFO : Epoch 838 | loss: 0.0311361 | val_loss: 0.0311741 | Time: 2021.86 ms [2020-12-21 21:42:25 main:581] : INFO : Epoch 839 | loss: 0.0311362 | val_loss: 0.0311753 | Time: 2027.26 ms [2020-12-21 21:42:27 main:581] : INFO : Epoch 840 | loss: 0.0311351 | val_loss: 0.0311739 | Time: 2034.12 ms [2020-12-21 21:42:29 main:581] : INFO : Epoch 841 | loss: 0.0311348 | val_loss: 0.0311752 | Time: 2022.59 ms [2020-12-21 21:42:31 main:581] : INFO : Epoch 842 | loss: 0.0311361 | val_loss: 0.0311802 | Time: 2026.99 ms [2020-12-21 21:42:33 main:581] : INFO : Epoch 843 | loss: 0.0311347 | val_loss: 0.0311733 | Time: 2021.02 ms [2020-12-21 21:42:35 main:581] : INFO : Epoch 844 | loss: 0.0311351 | val_loss: 0.0311788 | Time: 2014.4 ms [2020-12-21 21:42:37 main:581] : INFO : Epoch 845 | loss: 0.0311344 | val_loss: 0.031172 | Time: 2028.21 ms [2020-12-21 21:42:39 main:581] : INFO : Epoch 846 | loss: 0.0311346 | val_loss: 0.0311731 | Time: 2029.04 ms [2020-12-21 21:42:41 main:581] : INFO : Epoch 847 | loss: 0.0311332 | val_loss: 0.0311748 | Time: 2019.32 ms [2020-12-21 21:42:44 main:581] : INFO : Epoch 848 | loss: 0.0311353 | val_loss: 0.03118 | Time: 2031.13 ms [2020-12-21 21:42:46 main:581] : INFO : Epoch 849 | loss: 0.0311357 | val_loss: 0.0311784 | Time: 2036.46 ms [2020-12-21 21:42:48 main:581] : INFO : Epoch 850 | loss: 0.0311359 | val_loss: 0.0311736 | Time: 2027.76 ms [2020-12-21 21:42:50 main:581] : INFO : Epoch 851 | loss: 0.0311343 | val_loss: 0.0311748 | Time: 2028.51 ms [2020-12-21 21:42:52 main:581] : INFO : Epoch 852 | loss: 0.0311334 | val_loss: 0.0311752 | Time: 2032.73 ms [2020-12-21 21:42:54 main:581] : INFO : Epoch 853 | loss: 0.0311346 | val_loss: 0.031174 | Time: 2025.78 ms [2020-12-21 21:42:56 main:581] : INFO : Epoch 854 | loss: 0.0311359 | val_loss: 0.0311786 | Time: 2028.36 ms [2020-12-21 21:42:58 main:581] : INFO : Epoch 855 | loss: 0.031138 | val_loss: 0.0311733 | Time: 2025.06 ms [2020-12-21 21:43:00 main:581] : INFO : Epoch 856 | loss: 0.0311372 | val_loss: 0.0311754 | Time: 2035.53 ms [2020-12-21 21:43:02 main:581] : INFO : Epoch 857 | loss: 0.0311357 | val_loss: 0.0311751 | Time: 2013.69 ms [2020-12-21 21:43:04 main:581] : INFO : Epoch 858 | loss: 0.0311366 | val_loss: 0.0311771 | Time: 2028.38 ms [2020-12-21 21:43:06 main:581] : INFO : Epoch 859 | loss: 0.0311349 | val_loss: 0.0311734 | Time: 2023.65 ms [2020-12-21 21:43:08 main:581] : INFO : Epoch 860 | loss: 0.0311359 | val_loss: 0.0311828 | Time: 2023.88 ms [2020-12-21 21:43:10 main:581] : INFO : Epoch 861 | loss: 0.0311371 | val_loss: 0.0311753 | Time: 2027.75 ms [2020-12-21 21:43:12 main:581] : INFO : Epoch 862 | loss: 0.0311416 | val_loss: 0.031178 | Time: 2033.87 ms [2020-12-21 21:43:14 main:581] : INFO : Epoch 863 | loss: 0.0311404 | val_loss: 0.0311701 | Time: 2034.51 ms [2020-12-21 21:43:16 main:581] : INFO : Epoch 864 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 2019.04 ms [2020-12-21 21:43:18 main:581] : INFO : Epoch 865 | loss: 0.0311376 | val_loss: 0.0311706 | Time: 2033.93 ms [2020-12-21 21:43:20 main:581] : INFO : Epoch 866 | loss: 0.0311382 | val_loss: 0.0311736 | Time: 2025.32 ms [2020-12-21 21:43:22 main:581] : INFO : Epoch 867 | loss: 0.0311422 | val_loss: 0.0311817 | Time: 2025.84 ms [2020-12-21 21:43:24 main:581] : INFO : Epoch 868 | loss: 0.0311944 | val_loss: 0.0312169 | Time: 2026.36 ms [2020-12-21 21:43:26 main:581] : INFO : Epoch 869 | loss: 0.0312104 | val_loss: 0.0312142 | Time: 2030.89 ms [2020-12-21 21:43:28 main:581] : INFO : Epoch 870 | loss: 0.0312067 | val_loss: 0.0312041 | Time: 2025.66 ms [2020-12-21 21:43:30 main:581] : INFO : Epoch 871 | loss: 0.0311963 | val_loss: 0.0312053 | Time: 2025.69 ms [2020-12-21 21:43:32 main:581] : INFO : Epoch 872 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2032.85 ms [2020-12-21 21:43:34 main:581] : INFO : Epoch 873 | loss: 0.031189 | val_loss: 0.0311921 | Time: 2033.26 ms [2020-12-21 21:43:36 main:581] : INFO : Epoch 874 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 2023.51 ms [2020-12-21 21:43:38 main:581] : INFO : Epoch 875 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 2025.38 ms [2020-12-21 21:43:40 main:581] : INFO : Epoch 876 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2024.71 ms [2020-12-21 21:43:42 main:581] : INFO : Epoch 877 | loss: 0.0311862 | val_loss: 0.0311862 | Time: 2026.69 ms [2020-12-21 21:43:44 main:581] : INFO : Epoch 878 | loss: 0.0311864 | val_loss: 0.0311883 | Time: 2024.46 ms [2020-12-21 21:43:46 main:581] : INFO : Epoch 879 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 1926.73 ms [2020-12-21 21:43:48 main:581] : INFO : Epoch 880 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 2016.63 ms [2020-12-21 21:43:50 main:581] : INFO : Epoch 881 | loss: 0.0311817 | val_loss: 0.0311945 | Time: 2020.13 ms [2020-12-21 21:43:52 main:581] : INFO : Epoch 882 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 2026.22 ms [2020-12-21 21:43:54 main:581] : INFO : Epoch 883 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 2026 ms [2020-12-21 21:43:56 main:581] : INFO : Epoch 884 | loss: 0.0311866 | val_loss: 0.0311964 | Time: 2026.53 ms [2020-12-21 21:43:58 main:581] : INFO : Epoch 885 | loss: 0.0311853 | val_loss: 0.0311882 | Time: 2024.27 ms [2020-12-21 21:44:00 main:581] : INFO : Epoch 886 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 2019.57 ms [2020-12-21 21:44:02 main:581] : INFO : Epoch 887 | loss: 0.0311826 | val_loss: 0.0311895 | Time: 2027.12 ms [2020-12-21 21:44:04 main:581] : INFO : Epoch 888 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 2025.05 ms [2020-12-21 21:44:07 main:581] : INFO : Epoch 889 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 2020.08 ms [2020-12-21 21:44:09 main:581] : INFO : Epoch 890 | loss: 0.031181 | val_loss: 0.0311858 | Time: 2042.77 ms [2020-12-21 21:44:11 main:581] : INFO : Epoch 891 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 2022.45 ms [2020-12-21 21:44:13 main:581] : INFO : Epoch 892 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 2023.03 ms [2020-12-21 21:44:15 main:581] : INFO : Epoch 893 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 2022.26 ms [2020-12-21 21:44:17 main:581] : INFO : Epoch 894 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 2022.13 ms [2020-12-21 21:44:19 main:581] : INFO : Epoch 895 | loss: 0.0311824 | val_loss: 0.0311904 | Time: 1960.88 ms [2020-12-21 21:44:21 main:581] : INFO : Epoch 896 | loss: 0.0311838 | val_loss: 0.0311871 | Time: 1957.89 ms [2020-12-21 21:44:23 main:581] : INFO : Epoch 897 | loss: 0.0311806 | val_loss: 0.0311867 | Time: 2024.98 ms [2020-12-21 21:44:25 main:581] : INFO : Epoch 898 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 2009.42 ms [2020-12-21 21:44:27 main:581] : INFO : Epoch 899 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 2015.85 ms [2020-12-21 21:44:29 main:581] : INFO : Epoch 900 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 2011.83 ms [2020-12-21 21:44:31 main:581] : INFO : Epoch 901 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 2014.6 ms [2020-12-21 21:44:33 main:581] : INFO : Epoch 902 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 2023.75 ms [2020-12-21 21:44:35 main:581] : INFO : Epoch 903 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 2021.81 ms [2020-12-21 21:44:37 main:581] : INFO : Epoch 904 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2021.43 ms [2020-12-21 21:44:39 main:581] : INFO : Epoch 905 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1991.77 ms [2020-12-21 21:44:41 main:581] : INFO : Epoch 906 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1985.48 ms [2020-12-21 21:44:43 main:581] : INFO : Epoch 907 | loss: 0.0311809 | val_loss: 0.031185 | Time: 2022.67 ms [2020-12-21 21:44:45 main:581] : INFO : Epoch 908 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 1989.85 ms [2020-12-21 21:44:47 main:581] : INFO : Epoch 909 | loss: 0.0311803 | val_loss: 0.031184 | Time: 1975.46 ms [2020-12-21 21:44:49 main:581] : INFO : Epoch 910 | loss: 0.0311799 | val_loss: 0.0311873 | Time: 1959.25 ms [2020-12-21 21:44:51 main:581] : INFO : Epoch 911 | loss: 0.0311803 | val_loss: 0.0311857 | Time: 1998.61 ms [2020-12-21 21:44:53 main:581] : INFO : Epoch 912 | loss: 0.031181 | val_loss: 0.0311879 | Time: 2020.55 ms [2020-12-21 21:44:55 main:581] : INFO : Epoch 913 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 2021.83 ms [2020-12-21 21:44:57 main:581] : INFO : Epoch 914 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2028.8 ms [2020-12-21 21:44:59 main:581] : INFO : Epoch 915 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 2015.31 ms [2020-12-21 21:45:01 main:581] : INFO : Epoch 916 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 2026.79 ms [2020-12-21 21:45:03 main:581] : INFO : Epoch 917 | loss: 0.0311809 | val_loss: 0.031186 | Time: 2025.72 ms [2020-12-21 21:45:05 main:581] : INFO : Epoch 918 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 2025.19 ms [2020-12-21 21:45:07 main:581] : INFO : Epoch 919 | loss: 0.0311801 | val_loss: 0.0311844 | Time: 2038.57 ms [2020-12-21 21:45:09 main:581] : INFO : Epoch 920 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 2015.69 ms [2020-12-21 21:45:11 main:581] : INFO : Epoch 921 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 2031.22 ms [2020-12-21 21:45:13 main:581] : INFO : Epoch 922 | loss: 0.0311799 | val_loss: 0.031188 | Time: 2027.02 ms [2020-12-21 21:45:15 main:581] : INFO : Epoch 923 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 2027.47 ms [2020-12-21 21:45:17 main:581] : INFO : Epoch 924 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2022.22 ms [2020-12-21 21:45:19 main:581] : INFO : Epoch 925 | loss: 0.0311797 | val_loss: 0.031185 | Time: 2020.73 ms [2020-12-21 21:45:21 main:581] : INFO : Epoch 926 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 2015.65 ms [2020-12-21 21:45:23 main:581] : INFO : Epoch 927 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 2012.88 ms [2020-12-21 21:45:25 main:581] : INFO : Epoch 928 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 2012.56 ms [2020-12-21 21:45:27 main:581] : INFO : Epoch 929 | loss: 0.031179 | val_loss: 0.0311844 | Time: 2012.3 ms [2020-12-21 21:45:29 main:581] : INFO : Epoch 930 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 2028.72 ms [2020-12-21 21:45:31 main:581] : INFO : Epoch 931 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 2033.73 ms [2020-12-21 21:45:33 main:581] : INFO : Epoch 932 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2014.6 ms [2020-12-21 21:45:35 main:581] : INFO : Epoch 933 | loss: 0.0311781 | val_loss: 0.0311899 | Time: 2023.41 ms [2020-12-21 21:45:37 main:581] : INFO : Epoch 934 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 2013.37 ms [2020-12-21 21:45:39 main:581] : INFO : Epoch 935 | loss: 0.0311773 | val_loss: 0.031185 | Time: 2027.71 ms [2020-12-21 21:45:41 main:581] : INFO : Epoch 936 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 2028.85 ms [2020-12-21 21:45:43 main:581] : INFO : Epoch 937 | loss: 0.0311787 | val_loss: 0.0311865 | Time: 2028.92 ms [2020-12-21 21:45:45 main:581] : INFO : Epoch 938 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 2022.3 ms [2020-12-21 21:45:47 main:581] : INFO : Epoch 939 | loss: 0.031177 | val_loss: 0.0311825 | Time: 2029.35 ms [2020-12-21 21:45:49 main:581] : INFO : Epoch 940 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 2031.1 ms [2020-12-21 21:45:51 main:581] : INFO : Epoch 941 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2030.3 ms [2020-12-21 21:45:53 main:581] : INFO : Epoch 942 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 2029.99 ms [2020-12-21 21:45:55 main:581] : INFO : Epoch 943 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 2029.52 ms [2020-12-21 21:45:57 main:581] : INFO : Epoch 944 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 2011.96 ms [2020-12-21 21:45:59 main:581] : INFO : Epoch 945 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 2036.88 ms [2020-12-21 21:46:01 main:581] : INFO : Epoch 946 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 2030.24 ms [2020-12-21 21:46:04 main:581] : INFO : Epoch 947 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2026.49 ms [2020-12-21 21:46:06 main:581] : INFO : Epoch 948 | loss: 0.0311762 | val_loss: 0.0311839 | Time: 2024.85 ms [2020-12-21 21:46:08 main:581] : INFO : Epoch 949 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 2029.32 ms [2020-12-21 21:46:10 main:581] : INFO : Epoch 950 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2029.6 ms [2020-12-21 21:46:12 main:581] : INFO : Epoch 951 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 2022.78 ms [2020-12-21 21:46:14 main:581] : INFO : Epoch 952 | loss: 0.031176 | val_loss: 0.0311881 | Time: 2027.99 ms [2020-12-21 21:46:16 main:581] : INFO : Epoch 953 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2035.38 ms [2020-12-21 21:46:18 main:581] : INFO : Epoch 954 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2020.27 ms [2020-12-21 21:46:20 main:581] : INFO : Epoch 955 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 2019.98 ms [2020-12-21 21:46:22 main:581] : INFO : Epoch 956 | loss: 0.0311764 | val_loss: 0.031182 | Time: 2025.65 ms [2020-12-21 21:46:24 main:581] : INFO : Epoch 957 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 2025.4 ms [2020-12-21 21:46:26 main:581] : INFO : Epoch 958 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 2022.87 ms [2020-12-21 21:46:28 main:581] : INFO : Epoch 959 | loss: 0.0311755 | val_loss: 0.031181 | Time: 2041.4 ms [2020-12-21 21:46:30 main:581] : INFO : Epoch 960 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 2033.68 ms [2020-12-21 21:46:32 main:581] : INFO : Epoch 961 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 2017.59 ms [2020-12-21 21:46:34 main:581] : INFO : Epoch 962 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 2012.3 ms [2020-12-21 21:46:36 main:581] : INFO : Epoch 963 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 2022.58 ms [2020-12-21 21:46:38 main:581] : INFO : Epoch 964 | loss: 0.0311753 | val_loss: 0.031181 | Time: 2026.09 ms [2020-12-21 21:46:40 main:581] : INFO : Epoch 965 | loss: 0.0311762 | val_loss: 0.0311871 | Time: 2014.66 ms [2020-12-21 21:46:42 main:581] : INFO : Epoch 966 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 2030.03 ms [2020-12-21 21:46:44 main:581] : INFO : Epoch 967 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 2021.43 ms [2020-12-21 21:46:46 main:581] : INFO : Epoch 968 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 2020.23 ms [2020-12-21 21:46:48 main:581] : INFO : Epoch 969 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2024.38 ms [2020-12-21 21:46:50 main:581] : INFO : Epoch 970 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 2018.11 ms [2020-12-21 21:46:52 main:581] : INFO : Epoch 971 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 2026.01 ms [2020-12-21 21:46:54 main:581] : INFO : Epoch 972 | loss: 0.0311777 | val_loss: 0.0311917 | Time: 2030.84 ms [2020-12-21 21:46:56 main:581] : INFO : Epoch 973 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 2031.44 ms [2020-12-21 21:46:58 main:581] : INFO : Epoch 974 | loss: 0.0311749 | val_loss: 0.0311806 | Time: 2023.16 ms [2020-12-21 21:47:00 main:581] : INFO : Epoch 975 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2039.85 ms [2020-12-21 21:47:02 main:581] : INFO : Epoch 976 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 2028.89 ms [2020-12-21 21:47:04 main:581] : INFO : Epoch 977 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 2032.84 ms [2020-12-21 21:47:06 main:581] : INFO : Epoch 978 | loss: 0.0311745 | val_loss: 0.0311861 | Time: 2033.75 ms [2020-12-21 21:47:08 main:581] : INFO : Epoch 979 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 2031.46 ms [2020-12-21 21:47:10 main:581] : INFO : Epoch 980 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 2038.91 ms [2020-12-21 21:47:12 main:581] : INFO : Epoch 981 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 2027.73 ms [2020-12-21 21:47:14 main:581] : INFO : Epoch 982 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2026.97 ms [2020-12-21 21:47:16 main:581] : INFO : Epoch 983 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 2029.68 ms [2020-12-21 21:47:19 main:581] : INFO : Epoch 984 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 2032.76 ms [2020-12-21 21:47:21 main:581] : INFO : Epoch 985 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 2033.22 ms [2020-12-21 21:47:23 main:581] : INFO : Epoch 986 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 2032.89 ms [2020-12-21 21:47:25 main:581] : INFO : Epoch 987 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 2028.99 ms [2020-12-21 21:47:27 main:581] : INFO : Epoch 988 | loss: 0.0311744 | val_loss: 0.031177 | Time: 2028.63 ms [2020-12-21 21:47:29 main:581] : INFO : Epoch 989 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 2027.08 ms [2020-12-21 21:47:31 main:581] : INFO : Epoch 990 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 2021.68 ms [2020-12-21 21:47:33 main:581] : INFO : Epoch 991 | loss: 0.0311745 | val_loss: 0.0311758 | Time: 2031.41 ms [2020-12-21 21:47:35 main:581] : INFO : Epoch 992 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 2034.26 ms [2020-12-21 21:47:37 main:581] : INFO : Epoch 993 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2019.49 ms [2020-12-21 21:47:39 main:581] : INFO : Epoch 994 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 2021.77 ms [2020-12-21 21:47:41 main:581] : INFO : Epoch 995 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 1985.66 ms [2020-12-21 21:47:43 main:581] : INFO : Epoch 996 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2034.93 ms [2020-12-21 21:47:45 main:581] : INFO : Epoch 997 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 1924.79 ms [2020-12-21 21:47:47 main:581] : INFO : Epoch 998 | loss: 0.0311752 | val_loss: 0.031178 | Time: 2001.71 ms [2020-12-21 21:47:49 main:581] : INFO : Epoch 999 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 2010.9 ms [2020-12-21 21:47:51 main:581] : INFO : Epoch 1000 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 1971.24 ms [2020-12-21 21:47:53 main:581] : INFO : Epoch 1001 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1949.2 ms [2020-12-21 21:47:55 main:581] : INFO : Epoch 1002 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 1985.63 ms [2020-12-21 21:47:57 main:581] : INFO : Epoch 1003 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 2008.02 ms [2020-12-21 21:47:59 main:581] : INFO : Epoch 1004 | loss: 0.031172 | val_loss: 0.0311772 | Time: 2020.57 ms [2020-12-21 21:48:01 main:581] : INFO : Epoch 1005 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2022.3 ms [2020-12-21 21:48:03 main:581] : INFO : Epoch 1006 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 2002.52 ms [2020-12-21 21:48:05 main:581] : INFO : Epoch 1007 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 1970.29 ms [2020-12-21 21:48:07 main:581] : INFO : Epoch 1008 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 2027.6 ms [2020-12-21 21:48:09 main:581] : INFO : Epoch 1009 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 2029.99 ms [2020-12-21 21:48:11 main:581] : INFO : Epoch 1010 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2022.42 ms [2020-12-21 21:48:13 main:581] : INFO : Epoch 1011 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 2021.68 ms [2020-12-21 21:48:15 main:581] : INFO : Epoch 1012 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 1989.12 ms [2020-12-21 21:48:17 main:581] : INFO : Epoch 1013 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 2025.69 ms [2020-12-21 21:48:19 main:581] : INFO : Epoch 1014 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 2012.13 ms [2020-12-21 21:48:21 main:581] : INFO : Epoch 1015 | loss: 0.0311701 | val_loss: 0.0311746 | Time: 2012.75 ms [2020-12-21 21:48:23 main:581] : INFO : Epoch 1016 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 2020.74 ms [2020-12-21 21:48:25 main:581] : INFO : Epoch 1017 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 2020.15 ms [2020-12-21 21:48:27 main:581] : INFO : Epoch 1018 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 2020.52 ms [2020-12-21 21:48:29 main:581] : INFO : Epoch 1019 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1996.85 ms [2020-12-21 21:48:31 main:581] : INFO : Epoch 1020 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 1823.61 ms [2020-12-21 21:48:33 main:581] : INFO : Epoch 1021 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1945.48 ms [2020-12-21 21:48:35 main:581] : INFO : Epoch 1022 | loss: 0.0311703 | val_loss: 0.031175 | Time: 2011.37 ms [2020-12-21 21:48:37 main:581] : INFO : Epoch 1023 | loss: 0.03117 | val_loss: 0.0311744 | Time: 1972.24 ms [2020-12-21 21:48:39 main:581] : INFO : Epoch 1024 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2012.5 ms [2020-12-21 21:48:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311755 [2020-12-21 21:48:39 main:610] : INFO : Saving end state to config to file [2020-12-21 21:48:39 main:615] : INFO : Success, exiting.. 21:48:39 (2070275): 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)