Task 3366085
| Name | ParityMachine-1605152387-3155-8_0 |
| Workunit | 1624563 |
| Created | 20 Dec 2020, 21:14:02 UTC |
| Sent | 21 Dec 2020, 13:59:42 UTC |
| Report deadline | 28 Dec 2020, 13:59:42 UTC |
| Received | 22 Dec 2020, 3:23:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 31 sec |
| CPU time | 34 min 27 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> 581] : INFO : Epoch 510 | loss: 0.0311476 | val_loss: 0.0311631 | Time: 2003.03 ms [2020-12-21 22:05:56 main:581] : INFO : Epoch 511 | loss: 0.031145 | val_loss: 0.0311609 | Time: 2008.86 ms [2020-12-21 22:05:58 main:581] : INFO : Epoch 512 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 2019.23 ms [2020-12-21 22:06:00 main:581] : INFO : Epoch 513 | loss: 0.0311438 | val_loss: 0.0311635 | Time: 2011.97 ms [2020-12-21 22:06:02 main:581] : INFO : Epoch 514 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 2019.28 ms [2020-12-21 22:06:04 main:581] : INFO : Epoch 515 | loss: 0.0311433 | val_loss: 0.0311604 | Time: 2010.5 ms [2020-12-21 22:06:06 main:581] : INFO : Epoch 516 | loss: 0.0311436 | val_loss: 0.0311601 | Time: 2026.37 ms [2020-12-21 22:06:08 main:581] : INFO : Epoch 517 | loss: 0.0311427 | val_loss: 0.0311602 | Time: 2005.71 ms [2020-12-21 22:06:10 main:581] : INFO : Epoch 518 | loss: 0.0311439 | val_loss: 0.0311597 | Time: 2003.29 ms [2020-12-21 22:06:12 main:581] : INFO : Epoch 519 | loss: 0.031145 | val_loss: 0.0311588 | Time: 2006.99 ms [2020-12-21 22:06:14 main:581] : INFO : Epoch 520 | loss: 0.0311447 | val_loss: 0.03116 | Time: 2015.83 ms [2020-12-21 22:06:16 main:581] : INFO : Epoch 521 | loss: 0.0311426 | val_loss: 0.0311577 | Time: 1999.45 ms [2020-12-21 22:06:18 main:581] : INFO : Epoch 522 | loss: 0.0311418 | val_loss: 0.0311585 | Time: 2003.88 ms [2020-12-21 22:06:20 main:581] : INFO : Epoch 523 | loss: 0.0311425 | val_loss: 0.0311578 | Time: 2030.93 ms [2020-12-21 22:06:22 main:581] : INFO : Epoch 524 | loss: 0.031142 | val_loss: 0.0311586 | Time: 2019.07 ms [2020-12-21 22:06:24 main:581] : INFO : Epoch 525 | loss: 0.0311429 | val_loss: 0.0311632 | Time: 2015.32 ms [2020-12-21 22:06:26 main:581] : INFO : Epoch 526 | loss: 0.0311448 | val_loss: 0.0311597 | Time: 2031.55 ms [2020-12-21 22:06:28 main:581] : INFO : Epoch 527 | loss: 0.031144 | val_loss: 0.0311643 | Time: 2018.39 ms [2020-12-21 22:06:30 main:581] : INFO : Epoch 528 | loss: 0.0311468 | val_loss: 0.0311649 | Time: 2015.45 ms [2020-12-21 22:06:32 main:581] : INFO : Epoch 529 | loss: 0.0311443 | val_loss: 0.0311598 | Time: 2020.81 ms [2020-12-21 22:06:34 main:581] : INFO : Epoch 530 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 2015.58 ms [2020-12-21 22:06:36 main:581] : INFO : Epoch 531 | loss: 0.0311434 | val_loss: 0.0311618 | Time: 2024.23 ms [2020-12-21 22:06:38 main:581] : INFO : Epoch 532 | loss: 0.0311453 | val_loss: 0.031162 | Time: 2011.58 ms [2020-12-21 22:06:40 main:581] : INFO : Epoch 533 | loss: 0.031144 | val_loss: 0.0311623 | Time: 2019.84 ms [2020-12-21 22:06:42 main:581] : INFO : Epoch 534 | loss: 0.0311428 | val_loss: 0.031161 | Time: 2020.21 ms [2020-12-21 22:06:44 main:581] : INFO : Epoch 535 | loss: 0.0311422 | val_loss: 0.0311654 | Time: 2015.82 ms [2020-12-21 22:06:46 main:581] : INFO : Epoch 536 | loss: 0.0311417 | val_loss: 0.031164 | Time: 2024.57 ms [2020-12-21 22:06:48 main:581] : INFO : Epoch 537 | loss: 0.0311414 | val_loss: 0.0311638 | Time: 2011.79 ms [2020-12-21 22:06:50 main:581] : INFO : Epoch 538 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 2020.72 ms [2020-12-21 22:06:52 main:581] : INFO : Epoch 539 | loss: 0.0311417 | val_loss: 0.0311596 | Time: 2014.04 ms [2020-12-21 22:06:54 main:581] : INFO : Epoch 540 | loss: 0.0311423 | val_loss: 0.0311598 | Time: 2033.84 ms [2020-12-21 22:06:56 main:581] : INFO : Epoch 541 | loss: 0.0311411 | val_loss: 0.0311596 | Time: 2026.98 ms [2020-12-21 22:06:58 main:581] : INFO : Epoch 542 | loss: 0.0311411 | val_loss: 0.03116 | Time: 2016.61 ms [2020-12-21 22:07:00 main:581] : INFO : Epoch 543 | loss: 0.0311408 | val_loss: 0.0311574 | Time: 2009.48 ms [2020-12-21 22:07:02 main:581] : INFO : Epoch 544 | loss: 0.0311416 | val_loss: 0.0311567 | Time: 1997.84 ms [2020-12-21 22:07:04 main:581] : INFO : Epoch 545 | loss: 0.0311449 | val_loss: 0.0311595 | Time: 2009.47 ms [2020-12-21 22:07:06 main:581] : INFO : Epoch 546 | loss: 0.0311435 | val_loss: 0.0311579 | Time: 2006.05 ms [2020-12-21 22:07:08 main:581] : INFO : Epoch 547 | loss: 0.0311433 | val_loss: 0.031159 | Time: 2002.65 ms [2020-12-21 22:07:10 main:581] : INFO : Epoch 548 | loss: 0.0311447 | val_loss: 0.0311686 | Time: 2009.65 ms [2020-12-21 22:07:12 main:581] : INFO : Epoch 549 | loss: 0.0311442 | val_loss: 0.0311587 | Time: 2017.75 ms [2020-12-21 22:07:14 main:581] : INFO : Epoch 550 | loss: 0.0311425 | val_loss: 0.03116 | Time: 2000.83 ms [2020-12-21 22:07:16 main:581] : INFO : Epoch 551 | loss: 0.0311469 | val_loss: 0.0311663 | Time: 2015.53 ms [2020-12-21 22:07:18 main:581] : INFO : Epoch 552 | loss: 0.0311482 | val_loss: 0.0311616 | Time: 2014.64 ms [2020-12-21 22:07:20 main:581] : INFO : Epoch 553 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 2006.71 ms [2020-12-21 22:07:22 main:581] : INFO : Epoch 554 | loss: 0.0311446 | val_loss: 0.0311608 | Time: 2018.73 ms [2020-12-21 22:07:24 main:581] : INFO : Epoch 555 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 2009.77 ms [2020-12-21 22:07:26 main:581] : INFO : Epoch 556 | loss: 0.0311457 | val_loss: 0.031161 | Time: 2014.29 ms [2020-12-21 22:07:28 main:581] : INFO : Epoch 557 | loss: 0.0311442 | val_loss: 0.0311632 | Time: 2017.53 ms [2020-12-21 22:07:30 main:581] : INFO : Epoch 558 | loss: 0.0311445 | val_loss: 0.0311634 | Time: 2006.1 ms [2020-12-21 22:07:32 main:581] : INFO : Epoch 559 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 2006.23 ms [2020-12-21 22:07:34 main:581] : INFO : Epoch 560 | loss: 0.0311453 | val_loss: 0.0311604 | Time: 2015.34 ms [2020-12-21 22:07:36 main:581] : INFO : Epoch 561 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 2020.68 ms [2020-12-21 22:07:38 main:581] : INFO : Epoch 562 | loss: 0.0311469 | val_loss: 0.0311577 | Time: 2027.66 ms [2020-12-21 22:07:40 main:581] : INFO : Epoch 563 | loss: 0.0311452 | val_loss: 0.0311586 | Time: 2008.86 ms [2020-12-21 22:07:42 main:581] : INFO : Epoch 564 | loss: 0.0311457 | val_loss: 0.0311655 | Time: 2011.99 ms [2020-12-21 22:07:44 main:581] : INFO : Epoch 565 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 2006.98 ms [2020-12-21 22:07:46 main:581] : INFO : Epoch 566 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 2013.53 ms [2020-12-21 22:07:48 main:581] : INFO : Epoch 567 | loss: 0.0311415 | val_loss: 0.031158 | Time: 2003.25 ms [2020-12-21 22:07:50 main:581] : INFO : Epoch 568 | loss: 0.0311427 | val_loss: 0.031165 | Time: 2009.55 ms [2020-12-21 22:07:52 main:581] : INFO : Epoch 569 | loss: 0.0311442 | val_loss: 0.0311614 | Time: 2012.56 ms [2020-12-21 22:07:54 main:581] : INFO : Epoch 570 | loss: 0.0311466 | val_loss: 0.0311599 | Time: 2021.08 ms [2020-12-21 22:07:56 main:581] : INFO : Epoch 571 | loss: 0.031143 | val_loss: 0.0311616 | Time: 2011.77 ms [2020-12-21 22:07:58 main:581] : INFO : Epoch 572 | loss: 0.0311424 | val_loss: 0.0311594 | Time: 2010.3 ms [2020-12-21 22:08:00 main:581] : INFO : Epoch 573 | loss: 0.0311408 | val_loss: 0.0311608 | Time: 2009.38 ms [2020-12-21 22:08:02 main:581] : INFO : Epoch 574 | loss: 0.0311407 | val_loss: 0.0311594 | Time: 2017.59 ms [2020-12-21 22:08:05 main:581] : INFO : Epoch 575 | loss: 0.0311417 | val_loss: 0.0311624 | Time: 2015.48 ms [2020-12-21 22:08:07 main:581] : INFO : Epoch 576 | loss: 0.0311436 | val_loss: 0.0311628 | Time: 2004.8 ms [2020-12-21 22:08:09 main:581] : INFO : Epoch 577 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 2008.75 ms [2020-12-21 22:08:11 main:581] : INFO : Epoch 578 | loss: 0.0311416 | val_loss: 0.031161 | Time: 2018.79 ms [2020-12-21 22:08:13 main:581] : INFO : Epoch 579 | loss: 0.0311449 | val_loss: 0.0311631 | Time: 2013.03 ms [2020-12-21 22:08:15 main:581] : INFO : Epoch 580 | loss: 0.031144 | val_loss: 0.031162 | Time: 2010.54 ms [2020-12-21 22:08:17 main:581] : INFO : Epoch 581 | loss: 0.0311451 | val_loss: 0.0311657 | Time: 2014.91 ms [2020-12-21 22:08:19 main:581] : INFO : Epoch 582 | loss: 0.031147 | val_loss: 0.0311631 | Time: 2010.81 ms [2020-12-21 22:08:21 main:581] : INFO : Epoch 583 | loss: 0.0311501 | val_loss: 0.0311651 | Time: 2012.73 ms [2020-12-21 22:08:23 main:581] : INFO : Epoch 584 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 2011.33 ms [2020-12-21 22:08:25 main:581] : INFO : Epoch 585 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 2017.39 ms [2020-12-21 22:08:27 main:581] : INFO : Epoch 586 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 1999.45 ms [2020-12-21 22:08:29 main:581] : INFO : Epoch 587 | loss: 0.0311555 | val_loss: 0.031168 | Time: 2009.04 ms [2020-12-21 22:08:31 main:581] : INFO : Epoch 588 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 2009.57 ms [2020-12-21 22:08:33 main:581] : INFO : Epoch 589 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 2019.93 ms [2020-12-21 22:08:35 main:581] : INFO : Epoch 590 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 2016.75 ms [2020-12-21 22:08:37 main:581] : INFO : Epoch 591 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 2026.11 ms [2020-12-21 22:08:39 main:581] : INFO : Epoch 592 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 2012.28 ms [2020-12-21 22:08:41 main:581] : INFO : Epoch 593 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 2018 ms [2020-12-21 22:08:43 main:581] : INFO : Epoch 594 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 2021.93 ms [2020-12-21 22:08:45 main:581] : INFO : Epoch 595 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 2012.2 ms [2020-12-21 22:08:47 main:581] : INFO : Epoch 596 | loss: 0.0311515 | val_loss: 0.0311697 | Time: 2023.8 ms [2020-12-21 22:08:49 main:581] : INFO : Epoch 597 | loss: 0.0311548 | val_loss: 0.031166 | Time: 2009.32 ms [2020-12-21 22:08:51 main:581] : INFO : Epoch 598 | loss: 0.0311486 | val_loss: 0.0311636 | Time: 2014.29 ms [2020-12-21 22:08:53 main:581] : INFO : Epoch 599 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 2004.1 ms [2020-12-21 22:08:55 main:581] : INFO : Epoch 600 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 2015.54 ms [2020-12-21 22:08:57 main:581] : INFO : Epoch 601 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 2007.31 ms [2020-12-21 22:08:59 main:581] : INFO : Epoch 602 | loss: 0.0311465 | val_loss: 0.0311612 | Time: 2019 ms [2020-12-21 22:09:01 main:581] : INFO : Epoch 603 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 2010.93 ms [2020-12-21 22:09:03 main:581] : INFO : Epoch 604 | loss: 0.0311442 | val_loss: 0.0311617 | Time: 2009.54 ms [2020-12-21 22:09:05 main:581] : INFO : Epoch 605 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 2017 ms [2020-12-21 22:09:07 main:581] : INFO : Epoch 606 | loss: 0.0311468 | val_loss: 0.031166 | Time: 2008.11 ms [2020-12-21 22:09:09 main:581] : INFO : Epoch 607 | loss: 0.0311478 | val_loss: 0.0311639 | Time: 2016.45 ms [2020-12-21 22:09:11 main:581] : INFO : Epoch 608 | loss: 0.0311457 | val_loss: 0.0311658 | Time: 2011.68 ms [2020-12-21 22:09:13 main:581] : INFO : Epoch 609 | loss: 0.0311458 | val_loss: 0.031164 | Time: 2025.13 ms [2020-12-21 22:09:15 main:581] : INFO : Epoch 610 | loss: 0.0311458 | val_loss: 0.031167 | Time: 2011.66 ms [2020-12-21 22:09:17 main:581] : INFO : Epoch 611 | loss: 0.0311443 | val_loss: 0.0311644 | Time: 2026.29 ms [2020-12-21 22:09:19 main:581] : INFO : Epoch 612 | loss: 0.0311428 | val_loss: 0.0311639 | Time: 2021.32 ms [2020-12-21 22:09:21 main:581] : INFO : Epoch 613 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 2032.92 ms [2020-12-21 22:09:23 main:581] : INFO : Epoch 614 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 2027.26 ms [2020-12-21 22:09:25 main:581] : INFO : Epoch 615 | loss: 0.0311419 | val_loss: 0.0311634 | Time: 2027.61 ms [2020-12-21 22:09:27 main:581] : INFO : Epoch 616 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 2029.28 ms [2020-12-21 22:09:29 main:581] : INFO : Epoch 617 | loss: 0.0311421 | val_loss: 0.0311623 | Time: 2017.26 ms [2020-12-21 22:09:31 main:581] : INFO : Epoch 618 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 2016.17 ms [2020-12-21 22:09:33 main:581] : INFO : Epoch 619 | loss: 0.0311432 | val_loss: 0.0311605 | Time: 2011.4 ms [2020-12-21 22:09:35 main:581] : INFO : Epoch 620 | loss: 0.031149 | val_loss: 0.0311612 | Time: 2010.87 ms [2020-12-21 22:09:37 main:581] : INFO : Epoch 621 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 2017.17 ms [2020-12-21 22:09:39 main:581] : INFO : Epoch 622 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 2009.61 ms [2020-12-21 22:09:41 main:581] : INFO : Epoch 623 | loss: 0.0311477 | val_loss: 0.0311684 | Time: 2019.72 ms [2020-12-21 22:09:43 main:581] : INFO : Epoch 624 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 2017.62 ms [2020-12-21 22:09:45 main:581] : INFO : Epoch 625 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 2010.65 ms [2020-12-21 22:09:47 main:581] : INFO : Epoch 626 | loss: 0.0311447 | val_loss: 0.0311634 | Time: 2020.92 ms [2020-12-21 22:09:49 main:581] : INFO : Epoch 627 | loss: 0.0311451 | val_loss: 0.0311595 | Time: 2020.09 ms [2020-12-21 22:09:51 main:581] : INFO : Epoch 628 | loss: 0.0311445 | val_loss: 0.0311632 | Time: 2018.48 ms [2020-12-21 22:09:53 main:581] : INFO : Epoch 629 | loss: 0.0311457 | val_loss: 0.0311661 | Time: 2013.67 ms [2020-12-21 22:09:55 main:581] : INFO : Epoch 630 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 2020.73 ms [2020-12-21 22:09:57 main:581] : INFO : Epoch 631 | loss: 0.0311449 | val_loss: 0.0311685 | Time: 2014.2 ms [2020-12-21 22:09:59 main:581] : INFO : Epoch 632 | loss: 0.0311451 | val_loss: 0.0311654 | Time: 2028.71 ms [2020-12-21 22:10:01 main:581] : INFO : Epoch 633 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 2012.17 ms [2020-12-21 22:10:03 main:581] : INFO : Epoch 634 | loss: 0.0311448 | val_loss: 0.0311572 | Time: 2018.39 ms [2020-12-21 22:10:05 main:581] : INFO : Epoch 635 | loss: 0.0311459 | val_loss: 0.0311571 | Time: 2018.02 ms [2020-12-21 22:10:07 main:581] : INFO : Epoch 636 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 2019.65 ms [2020-12-21 22:10:10 main:581] : INFO : Epoch 637 | loss: 0.0311446 | val_loss: 0.0311663 | Time: 2016.54 ms [2020-12-21 22:10:12 main:581] : INFO : Epoch 638 | loss: 0.03115 | val_loss: 0.0311673 | Time: 2010.65 ms [2020-12-21 22:10:14 main:581] : INFO : Epoch 639 | loss: 0.031151 | val_loss: 0.0311654 | Time: 2019.07 ms [2020-12-21 22:10:16 main:581] : INFO : Epoch 640 | loss: 0.0311484 | val_loss: 0.0311634 | Time: 2022.68 ms [2020-12-21 22:10:18 main:581] : INFO : Epoch 641 | loss: 0.0311464 | val_loss: 0.0311675 | Time: 2004.37 ms [2020-12-21 22:10:20 main:581] : INFO : Epoch 642 | loss: 0.0311457 | val_loss: 0.031162 | Time: 1999.39 ms [2020-12-21 22:10:22 main:581] : INFO : Epoch 643 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 2017.14 ms [2020-12-21 22:10:24 main:581] : INFO : Epoch 644 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 2027.59 ms [2020-12-21 22:10:26 main:581] : INFO : Epoch 645 | loss: 0.0311487 | val_loss: 0.031163 | Time: 2018.98 ms [2020-12-21 22:10:28 main:581] : INFO : Epoch 646 | loss: 0.031148 | val_loss: 0.0311614 | Time: 2021.26 ms [2020-12-21 22:10:30 main:581] : INFO : Epoch 647 | loss: 0.0311491 | val_loss: 0.0311617 | Time: 2011.15 ms [2020-12-21 22:10:32 main:581] : INFO : Epoch 648 | loss: 0.0311485 | val_loss: 0.0311595 | Time: 2010.94 ms [2020-12-21 22:10:34 main:581] : INFO : Epoch 649 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 2012.35 ms [2020-12-21 22:10:36 main:581] : INFO : Epoch 650 | loss: 0.0311482 | val_loss: 0.0311616 | Time: 2013.57 ms [2020-12-21 22:10:38 main:581] : INFO : Epoch 651 | loss: 0.0311473 | val_loss: 0.0311633 | Time: 2021.23 ms [2020-12-21 22:10:40 main:581] : INFO : Epoch 652 | loss: 0.0311469 | val_loss: 0.0311595 | Time: 2014.37 ms [2020-12-21 22:10:42 main:581] : INFO : Epoch 653 | loss: 0.0311474 | val_loss: 0.0311626 | Time: 2028.91 ms [2020-12-21 22:10:44 main:581] : INFO : Epoch 654 | loss: 0.0311474 | val_loss: 0.0311583 | Time: 2006.11 ms [2020-12-21 22:10:46 main:581] : INFO : Epoch 655 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 2020.07 ms [2020-12-21 22:10:48 main:581] : INFO : Epoch 656 | loss: 0.0311461 | val_loss: 0.0311606 | Time: 2011.5 ms [2020-12-21 22:10:50 main:581] : INFO : Epoch 657 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 2019.01 ms [2020-12-21 22:10:52 main:581] : INFO : Epoch 658 | loss: 0.0311484 | val_loss: 0.03116 | Time: 2010.08 ms [2020-12-21 22:10:54 main:581] : INFO : Epoch 659 | loss: 0.0311452 | val_loss: 0.0311538 | Time: 2019.99 ms [2020-12-21 22:10:56 main:581] : INFO : Epoch 660 | loss: 0.031145 | val_loss: 0.0311568 | Time: 2011.65 ms [2020-12-21 22:10:58 main:581] : INFO : Epoch 661 | loss: 0.0311446 | val_loss: 0.0311564 | Time: 2022.14 ms [2020-12-21 22:11:00 main:581] : INFO : Epoch 662 | loss: 0.0311452 | val_loss: 0.0311556 | Time: 2009.58 ms [2020-12-21 22:11:02 main:581] : INFO : Epoch 663 | loss: 0.0311464 | val_loss: 0.031156 | Time: 2015.08 ms [2020-12-21 22:11:04 main:581] : INFO : Epoch 664 | loss: 0.0311451 | val_loss: 0.031157 | Time: 2008.9 ms [2020-12-21 22:11:06 main:581] : INFO : Epoch 665 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 2018.42 ms [2020-12-21 22:11:08 main:581] : INFO : Epoch 666 | loss: 0.0311463 | val_loss: 0.031159 | Time: 2008.33 ms [2020-12-21 22:11:10 main:581] : INFO : Epoch 667 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 2019.92 ms [2020-12-21 22:11:12 main:581] : INFO : Epoch 668 | loss: 0.0311438 | val_loss: 0.03116 | Time: 2014.41 ms [2020-12-21 22:11:14 main:581] : INFO : Epoch 669 | loss: 0.0311453 | val_loss: 0.0311592 | Time: 2031.3 ms [2020-12-21 22:11:16 main:581] : INFO : Epoch 670 | loss: 0.0311453 | val_loss: 0.0311598 | Time: 2039.45 ms [2020-12-21 22:11:18 main:581] : INFO : Epoch 671 | loss: 0.0311449 | val_loss: 0.0311584 | Time: 2013.77 ms [2020-12-21 22:11:20 main:581] : INFO : Epoch 672 | loss: 0.0311455 | val_loss: 0.0311635 | Time: 2029.57 ms [2020-12-21 22:11:22 main:581] : INFO : Epoch 673 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 2026.58 ms [2020-12-21 22:11:24 main:581] : INFO : Epoch 674 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 2022.68 ms [2020-12-21 22:11:26 main:581] : INFO : Epoch 675 | loss: 0.0311471 | val_loss: 0.0311603 | Time: 2035.89 ms [2020-12-21 22:11:28 main:581] : INFO : Epoch 676 | loss: 0.0311455 | val_loss: 0.0311585 | Time: 2020.54 ms [2020-12-21 22:11:30 main:581] : INFO : Epoch 677 | loss: 0.0311465 | val_loss: 0.0311634 | Time: 2010.17 ms [2020-12-21 22:11:32 main:581] : INFO : Epoch 678 | loss: 0.0311442 | val_loss: 0.0311582 | Time: 2023.41 ms [2020-12-21 22:11:34 main:581] : INFO : Epoch 679 | loss: 0.0311432 | val_loss: 0.0311603 | Time: 2030.02 ms [2020-12-21 22:11:36 main:581] : INFO : Epoch 680 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 2013.06 ms [2020-12-21 22:11:38 main:581] : INFO : Epoch 681 | loss: 0.0311437 | val_loss: 0.0311554 | Time: 2016.04 ms [2020-12-21 22:11:40 main:581] : INFO : Epoch 682 | loss: 0.0311442 | val_loss: 0.0311574 | Time: 2012.48 ms [2020-12-21 22:11:42 main:581] : INFO : Epoch 683 | loss: 0.0311424 | val_loss: 0.0311562 | Time: 2013.17 ms [2020-12-21 22:11:44 main:581] : INFO : Epoch 684 | loss: 0.0311428 | val_loss: 0.0311549 | Time: 2005.89 ms [2020-12-21 22:11:46 main:581] : INFO : Epoch 685 | loss: 0.0311425 | val_loss: 0.0311547 | Time: 2026.7 ms [2020-12-21 22:11:48 main:581] : INFO : Epoch 686 | loss: 0.0311432 | val_loss: 0.0311547 | Time: 2014.48 ms [2020-12-21 22:11:50 main:581] : INFO : Epoch 687 | loss: 0.0311468 | val_loss: 0.0311554 | Time: 2019.85 ms [2020-12-21 22:11:52 main:581] : INFO : Epoch 688 | loss: 0.0311457 | val_loss: 0.0311559 | Time: 2007.7 ms [2020-12-21 22:11:54 main:581] : INFO : Epoch 689 | loss: 0.0311447 | val_loss: 0.0311557 | Time: 2026.08 ms [2020-12-21 22:11:56 main:581] : INFO : Epoch 690 | loss: 0.0311452 | val_loss: 0.031155 | Time: 2036.49 ms [2020-12-21 22:11:58 main:581] : INFO : Epoch 691 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 2031.94 ms [2020-12-21 22:12:01 main:581] : INFO : Epoch 692 | loss: 0.0311416 | val_loss: 0.0311583 | Time: 2021.06 ms [2020-12-21 22:12:03 main:581] : INFO : Epoch 693 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 2041.42 ms [2020-12-21 22:12:05 main:581] : INFO : Epoch 694 | loss: 0.031144 | val_loss: 0.0311557 | Time: 2023.33 ms [2020-12-21 22:12:07 main:581] : INFO : Epoch 695 | loss: 0.0311437 | val_loss: 0.0311573 | Time: 2010.41 ms [2020-12-21 22:12:09 main:581] : INFO : Epoch 696 | loss: 0.0311446 | val_loss: 0.031161 | Time: 2022.42 ms [2020-12-21 22:12:11 main:581] : INFO : Epoch 697 | loss: 0.0311458 | val_loss: 0.0311599 | Time: 2019.67 ms [2020-12-21 22:12:13 main:581] : INFO : Epoch 698 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 2026.34 ms [2020-12-21 22:12:15 main:581] : INFO : Epoch 699 | loss: 0.0311408 | val_loss: 0.0311556 | Time: 2022.23 ms [2020-12-21 22:12:17 main:581] : INFO : Epoch 700 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 2018.46 ms [2020-12-21 22:12:19 main:581] : INFO : Epoch 701 | loss: 0.0311456 | val_loss: 0.0311559 | Time: 2018.29 ms [2020-12-21 22:12:21 main:581] : INFO : Epoch 702 | loss: 0.0311427 | val_loss: 0.0311525 | Time: 2024.87 ms [2020-12-21 22:12:23 main:581] : INFO : Epoch 703 | loss: 0.0311408 | val_loss: 0.0311608 | Time: 2020.69 ms [2020-12-21 22:12:25 main:581] : INFO : Epoch 704 | loss: 0.0311419 | val_loss: 0.0311519 | Time: 2020.04 ms [2020-12-21 22:12:27 main:581] : INFO : Epoch 705 | loss: 0.0311379 | val_loss: 0.0311515 | Time: 2042.5 ms [2020-12-21 22:12:29 main:581] : INFO : Epoch 706 | loss: 0.0311384 | val_loss: 0.0311555 | Time: 2024.41 ms [2020-12-21 22:12:31 main:581] : INFO : Epoch 707 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 2044.71 ms [2020-12-21 22:12:33 main:581] : INFO : Epoch 708 | loss: 0.0311404 | val_loss: 0.0311522 | Time: 2032.1 ms [2020-12-21 22:12:35 main:581] : INFO : Epoch 709 | loss: 0.0311405 | val_loss: 0.0311541 | Time: 2033.49 ms [2020-12-21 22:12:37 main:581] : INFO : Epoch 710 | loss: 0.0311395 | val_loss: 0.031155 | Time: 2034.43 ms [2020-12-21 22:12:39 main:581] : INFO : Epoch 711 | loss: 0.0311384 | val_loss: 0.0311572 | Time: 2024.71 ms [2020-12-21 22:12:41 main:581] : INFO : Epoch 712 | loss: 0.0311394 | val_loss: 0.031154 | Time: 2017.89 ms [2020-12-21 22:12:43 main:581] : INFO : Epoch 713 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 2024.38 ms [2020-12-21 22:12:45 main:581] : INFO : Epoch 714 | loss: 0.0311405 | val_loss: 0.0311527 | Time: 2016.2 ms [2020-12-21 22:12:47 main:581] : INFO : Epoch 715 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 2036.33 ms [2020-12-21 22:12:49 main:581] : INFO : Epoch 716 | loss: 0.0311444 | val_loss: 0.0311556 | Time: 2027.18 ms [2020-12-21 22:12:51 main:581] : INFO : Epoch 717 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 2028.88 ms [2020-12-21 22:12:53 main:581] : INFO : Epoch 718 | loss: 0.0311445 | val_loss: 0.0311533 | Time: 2033.03 ms [2020-12-21 22:12:55 main:581] : INFO : Epoch 719 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 2010.7 ms [2020-12-21 22:12:57 main:581] : INFO : Epoch 720 | loss: 0.0311421 | val_loss: 0.031154 | Time: 2014.37 ms [2020-12-21 22:12:59 main:581] : INFO : Epoch 721 | loss: 0.031143 | val_loss: 0.0311592 | Time: 2012.82 ms [2020-12-21 22:13:01 main:581] : INFO : Epoch 722 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 2021.44 ms [2020-12-21 22:13:03 main:581] : INFO : Epoch 723 | loss: 0.0311411 | val_loss: 0.0311549 | Time: 2013.86 ms [2020-12-21 22:13:05 main:581] : INFO : Epoch 724 | loss: 0.0311407 | val_loss: 0.0311576 | Time: 2021.13 ms [2020-12-21 22:13:07 main:581] : INFO : Epoch 725 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 2019.32 ms [2020-12-21 22:13:09 main:581] : INFO : Epoch 726 | loss: 0.0311408 | val_loss: 0.0311536 | Time: 2014.13 ms [2020-12-21 22:13:11 main:581] : INFO : Epoch 727 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 2027.89 ms [2020-12-21 22:13:13 main:581] : INFO : Epoch 728 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 2007.37 ms [2020-12-21 22:13:15 main:581] : INFO : Epoch 729 | loss: 0.0311408 | val_loss: 0.0311557 | Time: 2021.38 ms [2020-12-21 22:13:17 main:581] : INFO : Epoch 730 | loss: 0.0311386 | val_loss: 0.0311573 | Time: 2011.15 ms [2020-12-21 22:13:19 main:581] : INFO : Epoch 731 | loss: 0.0311418 | val_loss: 0.0311594 | Time: 2012.96 ms [2020-12-21 22:13:21 main:581] : INFO : Epoch 732 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 2028.84 ms [2020-12-21 22:13:23 main:581] : INFO : Epoch 733 | loss: 0.031141 | val_loss: 0.0311572 | Time: 2016.11 ms [2020-12-21 22:13:25 main:581] : INFO : Epoch 734 | loss: 0.0311403 | val_loss: 0.0311573 | Time: 2021.79 ms [2020-12-21 22:13:28 main:581] : INFO : Epoch 735 | loss: 0.0311418 | val_loss: 0.031156 | Time: 2012.1 ms [2020-12-21 22:13:30 main:581] : INFO : Epoch 736 | loss: 0.0311394 | val_loss: 0.0311569 | Time: 2018.71 ms [2020-12-21 22:13:32 main:581] : INFO : Epoch 737 | loss: 0.0311407 | val_loss: 0.0311563 | Time: 2017.17 ms [2020-12-21 22:13:34 main:581] : INFO : Epoch 738 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 2022.29 ms [2020-12-21 22:13:36 main:581] : INFO : Epoch 739 | loss: 0.0311429 | val_loss: 0.0311598 | Time: 2018.54 ms [2020-12-21 22:13:38 main:581] : INFO : Epoch 740 | loss: 0.0311392 | val_loss: 0.0311553 | Time: 2034.06 ms [2020-12-21 22:13:40 main:581] : INFO : Epoch 741 | loss: 0.0311385 | val_loss: 0.031156 | Time: 2030.97 ms [2020-12-21 22:13:42 main:581] : INFO : Epoch 742 | loss: 0.0311388 | val_loss: 0.0311539 | Time: 2037.45 ms [2020-12-21 22:13:44 main:581] : INFO : Epoch 743 | loss: 0.0311376 | val_loss: 0.0311557 | Time: 2012.07 ms [2020-12-21 22:13:46 main:581] : INFO : Epoch 744 | loss: 0.0311415 | val_loss: 0.0311626 | Time: 2021.99 ms [2020-12-21 22:13:48 main:581] : INFO : Epoch 745 | loss: 0.0311427 | val_loss: 0.031159 | Time: 2022.66 ms [2020-12-21 22:13:50 main:581] : INFO : Epoch 746 | loss: 0.031144 | val_loss: 0.0311589 | Time: 2029.97 ms [2020-12-21 22:13:52 main:581] : INFO : Epoch 747 | loss: 0.031138 | val_loss: 0.03116 | Time: 2032.84 ms [2020-12-21 22:13:54 main:581] : INFO : Epoch 748 | loss: 0.0311387 | val_loss: 0.0311588 | Time: 2013.7 ms [2020-12-21 22:13:56 main:581] : INFO : Epoch 749 | loss: 0.0311427 | val_loss: 0.0311607 | Time: 2020.6 ms [2020-12-21 22:13:58 main:581] : INFO : Epoch 750 | loss: 0.0311415 | val_loss: 0.0311591 | Time: 2012.07 ms [2020-12-21 22:14:00 main:581] : INFO : Epoch 751 | loss: 0.0311389 | val_loss: 0.0311584 | Time: 2026.96 ms [2020-12-21 22:14:02 main:581] : INFO : Epoch 752 | loss: 0.0311385 | val_loss: 0.0311566 | Time: 2015.58 ms [2020-12-21 22:14:04 main:581] : INFO : Epoch 753 | loss: 0.0311403 | val_loss: 0.0311636 | Time: 2033.31 ms [2020-12-21 22:14:06 main:581] : INFO : Epoch 754 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 2032.4 ms [2020-12-21 22:14:08 main:581] : INFO : Epoch 755 | loss: 0.0311393 | val_loss: 0.0311586 | Time: 2030.95 ms [2020-12-21 22:14:10 main:581] : INFO : Epoch 756 | loss: 0.031141 | val_loss: 0.0311578 | Time: 2029.3 ms [2020-12-21 22:14:12 main:581] : INFO : Epoch 757 | loss: 0.0311387 | val_loss: 0.0311582 | Time: 2021.03 ms [2020-12-21 22:14:14 main:581] : INFO : Epoch 758 | loss: 0.0311389 | val_loss: 0.0311568 | Time: 2041.18 ms [2020-12-21 22:14:16 main:581] : INFO : Epoch 759 | loss: 0.0311422 | val_loss: 0.0311588 | Time: 2030.71 ms [2020-12-21 22:14:18 main:581] : INFO : Epoch 760 | loss: 0.0311444 | val_loss: 0.0311653 | Time: 2029.39 ms [2020-12-21 22:14:20 main:581] : INFO : Epoch 761 | loss: 0.0311456 | val_loss: 0.0311592 | Time: 2030.35 ms [2020-12-21 22:14:22 main:581] : INFO : Epoch 762 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 2030.27 ms [2020-12-21 22:14:24 main:581] : INFO : Epoch 763 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 2019.24 ms [2020-12-21 22:14:26 main:581] : INFO : Epoch 764 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 2013.71 ms [2020-12-21 22:14:28 main:581] : INFO : Epoch 765 | loss: 0.0311454 | val_loss: 0.0311596 | Time: 2029.38 ms [2020-12-21 22:14:30 main:581] : INFO : Epoch 766 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 2028.78 ms [2020-12-21 22:14:32 main:581] : INFO : Epoch 767 | loss: 0.0311478 | val_loss: 0.0311593 | Time: 2033.3 ms [2020-12-21 22:14:34 main:581] : INFO : Epoch 768 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 2013.9 ms [2020-12-21 22:14:36 main:581] : INFO : Epoch 769 | loss: 0.0311462 | val_loss: 0.031161 | Time: 2026.55 ms [2020-12-21 22:14:38 main:581] : INFO : Epoch 770 | loss: 0.0311439 | val_loss: 0.0311589 | Time: 2018.19 ms [2020-12-21 22:14:40 main:581] : INFO : Epoch 771 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 2024.25 ms [2020-12-21 22:14:42 main:581] : INFO : Epoch 772 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 2032.45 ms [2020-12-21 22:14:44 main:581] : INFO : Epoch 773 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 2013.09 ms [2020-12-21 22:14:46 main:581] : INFO : Epoch 774 | loss: 0.0311462 | val_loss: 0.031163 | Time: 2027.77 ms [2020-12-21 22:14:49 main:581] : INFO : Epoch 775 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 2026.57 ms [2020-12-21 22:14:51 main:581] : INFO : Epoch 776 | loss: 0.0311457 | val_loss: 0.0311655 | Time: 2028.89 ms [2020-12-21 22:14:53 main:581] : INFO : Epoch 777 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 2019.33 ms [2020-12-21 22:14:55 main:581] : INFO : Epoch 778 | loss: 0.0311475 | val_loss: 0.0311661 | Time: 2027.13 ms [2020-12-21 22:14:57 main:581] : INFO : Epoch 779 | loss: 0.0311504 | val_loss: 0.031164 | Time: 2018.75 ms [2020-12-21 22:14:59 main:581] : INFO : Epoch 780 | loss: 0.0311478 | val_loss: 0.031159 | Time: 2026.45 ms [2020-12-21 22:15:01 main:581] : INFO : Epoch 781 | loss: 0.0311455 | val_loss: 0.0311598 | Time: 2026.54 ms [2020-12-21 22:15:03 main:581] : INFO : Epoch 782 | loss: 0.0311459 | val_loss: 0.0311624 | Time: 2015.76 ms [2020-12-21 22:15:05 main:581] : INFO : Epoch 783 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 2029.74 ms [2020-12-21 22:15:07 main:581] : INFO : Epoch 784 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 2026.63 ms [2020-12-21 22:15:09 main:581] : INFO : Epoch 785 | loss: 0.0311455 | val_loss: 0.0311603 | Time: 2025.93 ms [2020-12-21 22:15:11 main:581] : INFO : Epoch 786 | loss: 0.0311454 | val_loss: 0.0311585 | Time: 2024.37 ms [2020-12-21 22:15:13 main:581] : INFO : Epoch 787 | loss: 0.0311448 | val_loss: 0.0311617 | Time: 2015.34 ms [2020-12-21 22:15:15 main:581] : INFO : Epoch 788 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 2021.64 ms [2020-12-21 22:15:17 main:581] : INFO : Epoch 789 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 2015.42 ms [2020-12-21 22:15:19 main:581] : INFO : Epoch 790 | loss: 0.031148 | val_loss: 0.0311585 | Time: 2020.92 ms [2020-12-21 22:15:21 main:581] : INFO : Epoch 791 | loss: 0.0311466 | val_loss: 0.0311587 | Time: 2012.38 ms [2020-12-21 22:15:23 main:581] : INFO : Epoch 792 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 2025.43 ms [2020-12-21 22:15:25 main:581] : INFO : Epoch 793 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 2021.95 ms [2020-12-21 22:15:27 main:581] : INFO : Epoch 794 | loss: 0.0311444 | val_loss: 0.0311612 | Time: 2022.81 ms [2020-12-21 22:15:29 main:581] : INFO : Epoch 795 | loss: 0.0311452 | val_loss: 0.0311582 | Time: 2017.51 ms [2020-12-21 22:15:31 main:581] : INFO : Epoch 796 | loss: 0.0311439 | val_loss: 0.0311588 | Time: 2018.36 ms [2020-12-21 22:15:33 main:581] : INFO : Epoch 797 | loss: 0.0311459 | val_loss: 0.0311596 | Time: 2027.6 ms [2020-12-21 22:15:35 main:581] : INFO : Epoch 798 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 2021.04 ms [2020-12-21 22:15:37 main:581] : INFO : Epoch 799 | loss: 0.0311525 | val_loss: 0.031162 | Time: 2032.04 ms [2020-12-21 22:15:39 main:581] : INFO : Epoch 800 | loss: 0.0506521 | val_loss: 0.0564764 | Time: 2027.36 ms [2020-12-21 22:15:41 main:581] : INFO : Epoch 801 | loss: 0.0600207 | val_loss: 0.037158 | Time: 2029.02 ms [2020-12-21 22:15:43 main:581] : INFO : Epoch 802 | loss: 0.0330421 | val_loss: 0.0317063 | Time: 2021.79 ms [2020-12-21 22:15:45 main:581] : INFO : Epoch 803 | loss: 0.0315849 | val_loss: 0.0313925 | Time: 2031.62 ms [2020-12-21 22:15:47 main:581] : INFO : Epoch 804 | loss: 0.0313402 | val_loss: 0.0312938 | Time: 2028.66 ms [2020-12-21 22:15:49 main:581] : INFO : Epoch 805 | loss: 0.0312838 | val_loss: 0.0312784 | Time: 2028.64 ms [2020-12-21 22:15:51 main:581] : INFO : Epoch 806 | loss: 0.0312711 | val_loss: 0.0312678 | Time: 2030.88 ms [2020-12-21 22:15:53 main:581] : INFO : Epoch 807 | loss: 0.0312653 | val_loss: 0.0312644 | Time: 2030.96 ms [2020-12-21 22:15:55 main:581] : INFO : Epoch 808 | loss: 0.0312626 | val_loss: 0.0312621 | Time: 2021.04 ms [2020-12-21 22:15:57 main:581] : INFO : Epoch 809 | loss: 0.0312606 | val_loss: 0.03126 | Time: 2023.99 ms [2020-12-21 22:15:59 main:581] : INFO : Epoch 810 | loss: 0.0312586 | val_loss: 0.031258 | Time: 2021.59 ms [2020-12-21 22:16:01 main:581] : INFO : Epoch 811 | loss: 0.0312569 | val_loss: 0.0312562 | Time: 2029.73 ms [2020-12-21 22:16:03 main:581] : INFO : Epoch 812 | loss: 0.0312559 | val_loss: 0.0312554 | Time: 2019.61 ms [2020-12-21 22:16:05 main:581] : INFO : Epoch 813 | loss: 0.0312553 | val_loss: 0.0312549 | Time: 2025.43 ms [2020-12-21 22:16:07 main:581] : INFO : Epoch 814 | loss: 0.0312545 | val_loss: 0.031254 | Time: 2025.71 ms [2020-12-21 22:16:09 main:581] : INFO : Epoch 815 | loss: 0.0312537 | val_loss: 0.0312534 | Time: 2026.25 ms [2020-12-21 22:16:12 main:581] : INFO : Epoch 816 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 2024.84 ms [2020-12-21 22:16:14 main:581] : INFO : Epoch 817 | loss: 0.0312527 | val_loss: 0.0312524 | Time: 2017.37 ms [2020-12-21 22:16:16 main:581] : INFO : Epoch 818 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 2017.78 ms [2020-12-21 22:16:18 main:581] : INFO : Epoch 819 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 2010.99 ms [2020-12-21 22:16:20 main:581] : INFO : Epoch 820 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 2023.11 ms [2020-12-21 22:16:22 main:581] : INFO : Epoch 821 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 2015.66 ms [2020-12-21 22:16:24 main:581] : INFO : Epoch 822 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2018.98 ms [2020-12-21 22:16:26 main:581] : INFO : Epoch 823 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2014.74 ms [2020-12-21 22:16:28 main:581] : INFO : Epoch 824 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2023.9 ms [2020-12-21 22:16:30 main:581] : INFO : Epoch 825 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2022.98 ms [2020-12-21 22:16:32 main:581] : INFO : Epoch 826 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2021.97 ms [2020-12-21 22:16:34 main:581] : INFO : Epoch 827 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2014.4 ms [2020-12-21 22:16:36 main:581] : INFO : Epoch 828 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2028.59 ms [2020-12-21 22:16:38 main:581] : INFO : Epoch 829 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2017.19 ms [2020-12-21 22:16:40 main:581] : INFO : Epoch 830 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2019.73 ms [2020-12-21 22:16:42 main:581] : INFO : Epoch 831 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 2026.49 ms [2020-12-21 22:16:44 main:581] : INFO : Epoch 832 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2017.22 ms [2020-12-21 22:16:46 main:581] : INFO : Epoch 833 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2020.23 ms [2020-12-21 22:16:48 main:581] : INFO : Epoch 834 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2015.23 ms [2020-12-21 22:16:50 main:581] : INFO : Epoch 835 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 2016.24 ms [2020-12-21 22:16:52 main:581] : INFO : Epoch 836 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2025.97 ms [2020-12-21 22:16:54 main:581] : INFO : Epoch 837 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2027.81 ms [2020-12-21 22:16:56 main:581] : INFO : Epoch 838 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2028.46 ms [2020-12-21 22:16:58 main:581] : INFO : Epoch 839 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2027.49 ms [2020-12-21 22:17:00 main:581] : INFO : Epoch 840 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2026.16 ms [2020-12-21 22:17:02 main:581] : INFO : Epoch 841 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2030.98 ms [2020-12-21 22:17:04 main:581] : INFO : Epoch 842 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2027.98 ms [2020-12-21 22:17:06 main:581] : INFO : Epoch 843 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 2022.03 ms [2020-12-21 22:17:08 main:581] : INFO : Epoch 844 | loss: 0.0312452 | val_loss: 0.031245 | Time: 2039.64 ms [2020-12-21 22:17:10 main:581] : INFO : Epoch 845 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 2014.48 ms [2020-12-21 22:17:12 main:581] : INFO : Epoch 846 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2012.2 ms [2020-12-21 22:17:14 main:581] : INFO : Epoch 847 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 2027.88 ms [2020-12-21 22:17:16 main:581] : INFO : Epoch 848 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 2016.47 ms [2020-12-21 22:17:18 main:581] : INFO : Epoch 849 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 2027.46 ms [2020-12-21 22:17:20 main:581] : INFO : Epoch 850 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 2024.55 ms [2020-12-21 22:17:22 main:581] : INFO : Epoch 851 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2019.66 ms [2020-12-21 22:17:24 main:581] : INFO : Epoch 852 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2032.37 ms [2020-12-21 22:17:26 main:581] : INFO : Epoch 853 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2018.54 ms [2020-12-21 22:17:28 main:581] : INFO : Epoch 854 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 2024.64 ms [2020-12-21 22:17:30 main:581] : INFO : Epoch 855 | loss: 0.0312413 | val_loss: 0.0312412 | Time: 2025.01 ms [2020-12-21 22:17:32 main:581] : INFO : Epoch 856 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 2023.58 ms [2020-12-21 22:17:34 main:581] : INFO : Epoch 857 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 2027.52 ms [2020-12-21 22:17:36 main:581] : INFO : Epoch 858 | loss: 0.0312399 | val_loss: 0.0312397 | Time: 2031.86 ms [2020-12-21 22:17:39 main:581] : INFO : Epoch 859 | loss: 0.0312396 | val_loss: 0.0312405 | Time: 2032.54 ms [2020-12-21 22:17:41 main:581] : INFO : Epoch 860 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 2021.51 ms [2020-12-21 22:17:43 main:581] : INFO : Epoch 861 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 2028.02 ms [2020-12-21 22:17:45 main:581] : INFO : Epoch 862 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 2029.27 ms [2020-12-21 22:17:47 main:581] : INFO : Epoch 863 | loss: 0.0312369 | val_loss: 0.0312368 | Time: 2032.01 ms [2020-12-21 22:17:49 main:581] : INFO : Epoch 864 | loss: 0.0312363 | val_loss: 0.0312359 | Time: 2031.55 ms [2020-12-21 22:17:51 main:581] : INFO : Epoch 865 | loss: 0.0312353 | val_loss: 0.031235 | Time: 2028.23 ms [2020-12-21 22:17:53 main:581] : INFO : Epoch 866 | loss: 0.0312343 | val_loss: 0.0312344 | Time: 2026.46 ms [2020-12-21 22:17:55 main:581] : INFO : Epoch 867 | loss: 0.0312333 | val_loss: 0.031233 | Time: 2031.39 ms [2020-12-21 22:17:57 main:581] : INFO : Epoch 868 | loss: 0.0312325 | val_loss: 0.0312322 | Time: 2022.62 ms [2020-12-21 22:17:59 main:581] : INFO : Epoch 869 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 2031.82 ms [2020-12-21 22:18:01 main:581] : INFO : Epoch 870 | loss: 0.0312295 | val_loss: 0.0312294 | Time: 2038.01 ms [2020-12-21 22:18:03 main:581] : INFO : Epoch 871 | loss: 0.0312284 | val_loss: 0.0312289 | Time: 2022.37 ms [2020-12-21 22:18:05 main:581] : INFO : Epoch 872 | loss: 0.0312274 | val_loss: 0.0312275 | Time: 2038.9 ms [2020-12-21 22:18:07 main:581] : INFO : Epoch 873 | loss: 0.031226 | val_loss: 0.0312264 | Time: 2029.45 ms [2020-12-21 22:18:09 main:581] : INFO : Epoch 874 | loss: 0.0312249 | val_loss: 0.0312257 | Time: 2032.37 ms [2020-12-21 22:18:11 main:581] : INFO : Epoch 875 | loss: 0.031224 | val_loss: 0.0312243 | Time: 2030.82 ms [2020-12-21 22:18:13 main:581] : INFO : Epoch 876 | loss: 0.0312228 | val_loss: 0.0312244 | Time: 2034.48 ms [2020-12-21 22:18:15 main:581] : INFO : Epoch 877 | loss: 0.0312225 | val_loss: 0.0312231 | Time: 2034.71 ms [2020-12-21 22:18:17 main:581] : INFO : Epoch 878 | loss: 0.0312217 | val_loss: 0.0312224 | Time: 2026.2 ms [2020-12-21 22:18:19 main:581] : INFO : Epoch 879 | loss: 0.0312209 | val_loss: 0.031222 | Time: 2019.13 ms [2020-12-21 22:18:21 main:581] : INFO : Epoch 880 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 2035.38 ms [2020-12-21 22:18:23 main:581] : INFO : Epoch 881 | loss: 0.0312195 | val_loss: 0.0312205 | Time: 2033.21 ms [2020-12-21 22:18:25 main:581] : INFO : Epoch 882 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 2039.62 ms [2020-12-21 22:18:27 main:581] : INFO : Epoch 883 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 2037.59 ms [2020-12-21 22:18:29 main:581] : INFO : Epoch 884 | loss: 0.0312182 | val_loss: 0.0312197 | Time: 2031.45 ms [2020-12-21 22:18:31 main:581] : INFO : Epoch 885 | loss: 0.031218 | val_loss: 0.03122 | Time: 2022.49 ms [2020-12-21 22:18:33 main:581] : INFO : Epoch 886 | loss: 0.0312177 | val_loss: 0.0312192 | Time: 2033.8 ms [2020-12-21 22:18:35 main:581] : INFO : Epoch 887 | loss: 0.0312177 | val_loss: 0.031219 | Time: 2033.6 ms [2020-12-21 22:18:37 main:581] : INFO : Epoch 888 | loss: 0.0312172 | val_loss: 0.0312198 | Time: 2024.6 ms [2020-12-21 22:18:39 main:581] : INFO : Epoch 889 | loss: 0.0312174 | val_loss: 0.0312191 | Time: 2027.6 ms [2020-12-21 22:18:41 main:581] : INFO : Epoch 890 | loss: 0.0312177 | val_loss: 0.0312222 | Time: 2012.92 ms [2020-12-21 22:18:43 main:581] : INFO : Epoch 891 | loss: 0.0312184 | val_loss: 0.031219 | Time: 2028.86 ms [2020-12-21 22:18:45 main:581] : INFO : Epoch 892 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2029.77 ms [2020-12-21 22:18:48 main:581] : INFO : Epoch 893 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 2025.45 ms [2020-12-21 22:18:50 main:581] : INFO : Epoch 894 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 2028.6 ms [2020-12-21 22:18:52 main:581] : INFO : Epoch 895 | loss: 0.0312162 | val_loss: 0.031218 | Time: 2025.87 ms [2020-12-21 22:18:54 main:581] : INFO : Epoch 896 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 2027.7 ms [2020-12-21 22:18:56 main:581] : INFO : Epoch 897 | loss: 0.0312159 | val_loss: 0.0312196 | Time: 2028.43 ms [2020-12-21 22:18:58 main:581] : INFO : Epoch 898 | loss: 0.031217 | val_loss: 0.0312204 | Time: 2036.06 ms [2020-12-21 22:19:00 main:581] : INFO : Epoch 899 | loss: 0.0312168 | val_loss: 0.0312199 | Time: 2037.76 ms [2020-12-21 22:19:02 main:581] : INFO : Epoch 900 | loss: 0.0312159 | val_loss: 0.031217 | Time: 2037.11 ms [2020-12-21 22:19:04 main:581] : INFO : Epoch 901 | loss: 0.0312151 | val_loss: 0.0312165 | Time: 2037.54 ms [2020-12-21 22:19:06 main:581] : INFO : Epoch 902 | loss: 0.0312151 | val_loss: 0.0312165 | Time: 2014.19 ms [2020-12-21 22:19:08 main:581] : INFO : Epoch 903 | loss: 0.0312146 | val_loss: 0.0312163 | Time: 2022.55 ms [2020-12-21 22:19:10 main:581] : INFO : Epoch 904 | loss: 0.0312144 | val_loss: 0.0312163 | Time: 2023.06 ms [2020-12-21 22:19:12 main:581] : INFO : Epoch 905 | loss: 0.0312143 | val_loss: 0.0312183 | Time: 2021.7 ms [2020-12-21 22:19:14 main:581] : INFO : Epoch 906 | loss: 0.0312137 | val_loss: 0.0312177 | Time: 2016.3 ms [2020-12-21 22:19:16 main:581] : INFO : Epoch 907 | loss: 0.0312139 | val_loss: 0.0312172 | Time: 2025.75 ms [2020-12-21 22:19:18 main:581] : INFO : Epoch 908 | loss: 0.0312132 | val_loss: 0.031217 | Time: 2036.44 ms [2020-12-21 22:19:20 main:581] : INFO : Epoch 909 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2022.97 ms [2020-12-21 22:19:22 main:581] : INFO : Epoch 910 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 2020.27 ms [2020-12-21 22:19:24 main:581] : INFO : Epoch 911 | loss: 0.0312124 | val_loss: 0.031216 | Time: 2021.02 ms [2020-12-21 22:19:26 main:581] : INFO : Epoch 912 | loss: 0.0312123 | val_loss: 0.031216 | Time: 2034.79 ms [2020-12-21 22:19:28 main:581] : INFO : Epoch 913 | loss: 0.0312126 | val_loss: 0.0312173 | Time: 2031.18 ms [2020-12-21 22:19:30 main:581] : INFO : Epoch 914 | loss: 0.0312151 | val_loss: 0.0312159 | Time: 2020.72 ms [2020-12-21 22:19:32 main:581] : INFO : Epoch 915 | loss: 0.0312128 | val_loss: 0.0312164 | Time: 2029.05 ms [2020-12-21 22:19:34 main:581] : INFO : Epoch 916 | loss: 0.0312123 | val_loss: 0.0312164 | Time: 2030.52 ms [2020-12-21 22:19:36 main:581] : INFO : Epoch 917 | loss: 0.0312126 | val_loss: 0.031217 | Time: 2031.4 ms [2020-12-21 22:19:38 main:581] : INFO : Epoch 918 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 2019.38 ms [2020-12-21 22:19:40 main:581] : INFO : Epoch 919 | loss: 0.031212 | val_loss: 0.0312159 | Time: 2029.98 ms [2020-12-21 22:19:42 main:581] : INFO : Epoch 920 | loss: 0.0312119 | val_loss: 0.0312155 | Time: 2039.09 ms [2020-12-21 22:19:44 main:581] : INFO : Epoch 921 | loss: 0.0312117 | val_loss: 0.0312156 | Time: 2024.41 ms [2020-12-21 22:19:46 main:581] : INFO : Epoch 922 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 2015.49 ms [2020-12-21 22:19:48 main:581] : INFO : Epoch 923 | loss: 0.0312116 | val_loss: 0.0312178 | Time: 2025.81 ms [2020-12-21 22:19:50 main:581] : INFO : Epoch 924 | loss: 0.031212 | val_loss: 0.0312154 | Time: 2032.39 ms [2020-12-21 22:19:52 main:581] : INFO : Epoch 925 | loss: 0.0312116 | val_loss: 0.0312151 | Time: 2030.62 ms [2020-12-21 22:19:54 main:581] : INFO : Epoch 926 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 2030.35 ms [2020-12-21 22:19:56 main:581] : INFO : Epoch 927 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 2039.92 ms [2020-12-21 22:19:58 main:581] : INFO : Epoch 928 | loss: 0.0312111 | val_loss: 0.0312151 | Time: 2018.71 ms [2020-12-21 22:20:01 main:581] : INFO : Epoch 929 | loss: 0.0312107 | val_loss: 0.031215 | Time: 2025.3 ms [2020-12-21 22:20:03 main:581] : INFO : Epoch 930 | loss: 0.0312109 | val_loss: 0.0312147 | Time: 2031.3 ms [2020-12-21 22:20:05 main:581] : INFO : Epoch 931 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 2029.66 ms [2020-12-21 22:20:07 main:581] : INFO : Epoch 932 | loss: 0.0312107 | val_loss: 0.0312152 | Time: 2033.27 ms [2020-12-21 22:20:09 main:581] : INFO : Epoch 933 | loss: 0.0312106 | val_loss: 0.0312146 | Time: 2031.78 ms [2020-12-21 22:20:11 main:581] : INFO : Epoch 934 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 2027.72 ms [2020-12-21 22:20:13 main:581] : INFO : Epoch 935 | loss: 0.0312104 | val_loss: 0.0312143 | Time: 2027.91 ms [2020-12-21 22:20:15 main:581] : INFO : Epoch 936 | loss: 0.0312117 | val_loss: 0.0312153 | Time: 2026.14 ms [2020-12-21 22:20:17 main:581] : INFO : Epoch 937 | loss: 0.0312121 | val_loss: 0.0312173 | Time: 2028.29 ms [2020-12-21 22:20:19 main:581] : INFO : Epoch 938 | loss: 0.031211 | val_loss: 0.0312143 | Time: 2025.64 ms [2020-12-21 22:20:21 main:581] : INFO : Epoch 939 | loss: 0.0312104 | val_loss: 0.0312132 | Time: 2029.49 ms [2020-12-21 22:20:23 main:581] : INFO : Epoch 940 | loss: 0.0312104 | val_loss: 0.0312139 | Time: 2031.72 ms [2020-12-21 22:20:25 main:581] : INFO : Epoch 941 | loss: 0.0312107 | val_loss: 0.0312143 | Time: 2037.98 ms [2020-12-21 22:20:27 main:581] : INFO : Epoch 942 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 2033.72 ms [2020-12-21 22:20:29 main:581] : INFO : Epoch 943 | loss: 0.0312115 | val_loss: 0.0312172 | Time: 2023.87 ms [2020-12-21 22:20:31 main:581] : INFO : Epoch 944 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 2034.37 ms [2020-12-21 22:20:33 main:581] : INFO : Epoch 945 | loss: 0.0312075 | val_loss: 0.0312087 | Time: 2031.52 ms [2020-12-21 22:20:35 main:581] : INFO : Epoch 946 | loss: 0.0312059 | val_loss: 0.0312126 | Time: 2042.67 ms [2020-12-21 22:20:37 main:581] : INFO : Epoch 947 | loss: 0.0312055 | val_loss: 0.0312106 | Time: 2030.77 ms [2020-12-21 22:20:39 main:581] : INFO : Epoch 948 | loss: 0.0312044 | val_loss: 0.0312072 | Time: 2021.31 ms [2020-12-21 22:20:41 main:581] : INFO : Epoch 949 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 2031.85 ms [2020-12-21 22:20:43 main:581] : INFO : Epoch 950 | loss: 0.0312031 | val_loss: 0.0312059 | Time: 2033.72 ms [2020-12-21 22:20:45 main:581] : INFO : Epoch 951 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 2023.08 ms [2020-12-21 22:20:47 main:581] : INFO : Epoch 952 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 2027.61 ms [2020-12-21 22:20:49 main:581] : INFO : Epoch 953 | loss: 0.0312006 | val_loss: 0.0312021 | Time: 2030.75 ms [2020-12-21 22:20:51 main:581] : INFO : Epoch 954 | loss: 0.0311935 | val_loss: 0.0311894 | Time: 2029.06 ms [2020-12-21 22:20:53 main:581] : INFO : Epoch 955 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 2028.87 ms [2020-12-21 22:20:55 main:581] : INFO : Epoch 956 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 2018.25 ms [2020-12-21 22:20:57 main:581] : INFO : Epoch 957 | loss: 0.0311805 | val_loss: 0.0311864 | Time: 2023.49 ms [2020-12-21 22:20:59 main:581] : INFO : Epoch 958 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 2020.35 ms [2020-12-21 22:21:01 main:581] : INFO : Epoch 959 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 2016.67 ms [2020-12-21 22:21:03 main:581] : INFO : Epoch 960 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 2036.66 ms [2020-12-21 22:21:05 main:581] : INFO : Epoch 961 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 2031.41 ms [2020-12-21 22:21:07 main:581] : INFO : Epoch 962 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 2016.73 ms [2020-12-21 22:21:09 main:581] : INFO : Epoch 963 | loss: 0.0311764 | val_loss: 0.0311847 | Time: 2023.09 ms [2020-12-21 22:21:12 main:581] : INFO : Epoch 964 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2024.28 ms [2020-12-21 22:21:14 main:581] : INFO : Epoch 965 | loss: 0.0311763 | val_loss: 0.0311812 | Time: 2045.55 ms [2020-12-21 22:21:16 main:581] : INFO : Epoch 966 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 2019 ms [2020-12-21 22:21:18 main:581] : INFO : Epoch 967 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 2037.18 ms [2020-12-21 22:21:20 main:581] : INFO : Epoch 968 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2025.87 ms [2020-12-21 22:21:22 main:581] : INFO : Epoch 969 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2019.92 ms [2020-12-21 22:21:24 main:581] : INFO : Epoch 970 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2035.56 ms [2020-12-21 22:21:26 main:581] : INFO : Epoch 971 | loss: 0.031174 | val_loss: 0.0311785 | Time: 2019.79 ms [2020-12-21 22:21:28 main:581] : INFO : Epoch 972 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 2021.41 ms [2020-12-21 22:21:30 main:581] : INFO : Epoch 973 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 2022.5 ms [2020-12-21 22:21:32 main:581] : INFO : Epoch 974 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2026.13 ms [2020-12-21 22:21:34 main:581] : INFO : Epoch 975 | loss: 0.031176 | val_loss: 0.0311809 | Time: 2022.26 ms [2020-12-21 22:21:36 main:581] : INFO : Epoch 976 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 2016.72 ms [2020-12-21 22:21:38 main:581] : INFO : Epoch 977 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 2025.08 ms [2020-12-21 22:21:40 main:581] : INFO : Epoch 978 | loss: 0.031175 | val_loss: 0.0311805 | Time: 2015.36 ms [2020-12-21 22:21:42 main:581] : INFO : Epoch 979 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2021.04 ms [2020-12-21 22:21:44 main:581] : INFO : Epoch 980 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2025.74 ms [2020-12-21 22:21:46 main:581] : INFO : Epoch 981 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2035.72 ms [2020-12-21 22:21:48 main:581] : INFO : Epoch 982 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 2023.82 ms [2020-12-21 22:21:50 main:581] : INFO : Epoch 983 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 2014.28 ms [2020-12-21 22:21:52 main:581] : INFO : Epoch 984 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 2021.49 ms [2020-12-21 22:21:54 main:581] : INFO : Epoch 985 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 2023.43 ms [2020-12-21 22:21:56 main:581] : INFO : Epoch 986 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 2020.13 ms [2020-12-21 22:21:58 main:581] : INFO : Epoch 987 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 2017.56 ms [2020-12-21 22:22:00 main:581] : INFO : Epoch 988 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2023.27 ms [2020-12-21 22:22:02 main:581] : INFO : Epoch 989 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2030.78 ms [2020-12-21 22:22:04 main:581] : INFO : Epoch 990 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2018.63 ms [2020-12-21 22:22:06 main:581] : INFO : Epoch 991 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 2018.76 ms [2020-12-21 22:22:08 main:581] : INFO : Epoch 992 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2024.37 ms [2020-12-21 22:22:10 main:581] : INFO : Epoch 993 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 2017.1 ms [2020-12-21 22:22:12 main:581] : INFO : Epoch 994 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 2021.8 ms [2020-12-21 22:22:14 main:581] : INFO : Epoch 995 | loss: 0.031172 | val_loss: 0.0311757 | Time: 2032.4 ms [2020-12-21 22:22:16 main:581] : INFO : Epoch 996 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 2028.13 ms [2020-12-21 22:22:18 main:581] : INFO : Epoch 997 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 2019.45 ms [2020-12-21 22:22:20 main:581] : INFO : Epoch 998 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 2033.25 ms [2020-12-21 22:22:22 main:581] : INFO : Epoch 999 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2018.91 ms [2020-12-21 22:22:24 main:581] : INFO : Epoch 1000 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 2024.15 ms [2020-12-21 22:22:26 main:581] : INFO : Epoch 1001 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 2027.59 ms [2020-12-21 22:22:28 main:581] : INFO : Epoch 1002 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 2022.07 ms [2020-12-21 22:22:30 main:581] : INFO : Epoch 1003 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 2016.99 ms [2020-12-21 22:22:32 main:581] : INFO : Epoch 1004 | loss: 0.0311731 | val_loss: 0.031177 | Time: 2032.29 ms [2020-12-21 22:22:35 main:581] : INFO : Epoch 1005 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2020.74 ms [2020-12-21 22:22:37 main:581] : INFO : Epoch 1006 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 2024.01 ms [2020-12-21 22:22:39 main:581] : INFO : Epoch 1007 | loss: 0.031173 | val_loss: 0.0311771 | Time: 2035.22 ms [2020-12-21 22:22:41 main:581] : INFO : Epoch 1008 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2018.94 ms [2020-12-21 22:22:43 main:581] : INFO : Epoch 1009 | loss: 0.0311766 | val_loss: 0.0311794 | Time: 2019.01 ms [2020-12-21 22:22:45 main:581] : INFO : Epoch 1010 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 2027.13 ms [2020-12-21 22:22:47 main:581] : INFO : Epoch 1011 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2021.02 ms [2020-12-21 22:22:49 main:581] : INFO : Epoch 1012 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 2023.99 ms [2020-12-21 22:22:51 main:581] : INFO : Epoch 1013 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 2022.49 ms [2020-12-21 22:22:53 main:581] : INFO : Epoch 1014 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2023.6 ms [2020-12-21 22:22:55 main:581] : INFO : Epoch 1015 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 2034.02 ms [2020-12-21 22:22:57 main:581] : INFO : Epoch 1016 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 2017.66 ms [2020-12-21 22:22:59 main:581] : INFO : Epoch 1017 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 2024.88 ms [2020-12-21 22:23:01 main:581] : INFO : Epoch 1018 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2026.35 ms [2020-12-21 22:23:03 main:581] : INFO : Epoch 1019 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 2026.9 ms [2020-12-21 22:23:05 main:581] : INFO : Epoch 1020 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2018.26 ms [2020-12-21 22:23:07 main:581] : INFO : Epoch 1021 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2025.07 ms [2020-12-21 22:23:09 main:581] : INFO : Epoch 1022 | loss: 0.0311713 | val_loss: 0.031173 | Time: 2015.35 ms [2020-12-21 22:23:11 main:581] : INFO : Epoch 1023 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 2013.06 ms [2020-12-21 22:23:13 main:581] : INFO : Epoch 1024 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 2024.03 ms [2020-12-21 22:23:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311722 [2020-12-21 22:23:13 main:610] : INFO : Saving end state to config to file [2020-12-21 22:23:13 main:615] : INFO : Success, exiting.. 22:23:13 (2162275): 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)