Task 3365879
| Name | ParityModified-1605453583-18967-8_0 |
| Workunit | 1624396 |
| Created | 20 Dec 2020, 20:00:32 UTC |
| Sent | 21 Dec 2020, 12:51:27 UTC |
| Report deadline | 28 Dec 2020, 12:51:27 UTC |
| Received | 22 Dec 2020, 2:14:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 24 sec |
| CPU time | 34 min 20 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: 0.0311648 | val_loss: 0.0311695 | Time: 2010.08 ms [2020-12-21 20:56:49 main:581] : INFO : Epoch 511 | loss: 0.0311635 | val_loss: 0.0311702 | Time: 2009.7 ms [2020-12-21 20:56:51 main:581] : INFO : Epoch 512 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 2007.73 ms [2020-12-21 20:56:53 main:581] : INFO : Epoch 513 | loss: 0.0311634 | val_loss: 0.0311676 | Time: 2014.13 ms [2020-12-21 20:56:55 main:581] : INFO : Epoch 514 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2011.09 ms [2020-12-21 20:56:57 main:581] : INFO : Epoch 515 | loss: 0.0311638 | val_loss: 0.0311688 | Time: 2001.37 ms [2020-12-21 20:56:59 main:581] : INFO : Epoch 516 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 2005.94 ms [2020-12-21 20:57:01 main:581] : INFO : Epoch 517 | loss: 0.031162 | val_loss: 0.0311685 | Time: 2001.98 ms [2020-12-21 20:57:03 main:581] : INFO : Epoch 518 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 2007.3 ms [2020-12-21 20:57:05 main:581] : INFO : Epoch 519 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 2007.58 ms [2020-12-21 20:57:07 main:581] : INFO : Epoch 520 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 2006.54 ms [2020-12-21 20:57:09 main:581] : INFO : Epoch 521 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 2007.26 ms [2020-12-21 20:57:11 main:581] : INFO : Epoch 522 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 2006.08 ms [2020-12-21 20:57:13 main:581] : INFO : Epoch 523 | loss: 0.0311588 | val_loss: 0.031166 | Time: 2021.12 ms [2020-12-21 20:57:15 main:581] : INFO : Epoch 524 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 1997.53 ms [2020-12-21 20:57:17 main:581] : INFO : Epoch 525 | loss: 0.0311594 | val_loss: 0.0311657 | Time: 2008.95 ms [2020-12-21 20:57:19 main:581] : INFO : Epoch 526 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 2012.65 ms [2020-12-21 20:57:21 main:581] : INFO : Epoch 527 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 2008.08 ms [2020-12-21 20:57:23 main:581] : INFO : Epoch 528 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 2003.02 ms [2020-12-21 20:57:25 main:581] : INFO : Epoch 529 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 2004.71 ms [2020-12-21 20:57:27 main:581] : INFO : Epoch 530 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 2004.53 ms [2020-12-21 20:57:29 main:581] : INFO : Epoch 531 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 2013.03 ms [2020-12-21 20:57:31 main:581] : INFO : Epoch 532 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 2015.89 ms [2020-12-21 20:57:33 main:581] : INFO : Epoch 533 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 2005.39 ms [2020-12-21 20:57:35 main:581] : INFO : Epoch 534 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 2014.88 ms [2020-12-21 20:57:37 main:581] : INFO : Epoch 535 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2018.25 ms [2020-12-21 20:57:39 main:581] : INFO : Epoch 536 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 2001.69 ms [2020-12-21 20:57:41 main:581] : INFO : Epoch 537 | loss: 0.031172 | val_loss: 0.0311744 | Time: 2015.8 ms [2020-12-21 20:57:43 main:581] : INFO : Epoch 538 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2010.31 ms [2020-12-21 20:57:45 main:581] : INFO : Epoch 539 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1997.24 ms [2020-12-21 20:57:47 main:581] : INFO : Epoch 540 | loss: 0.0311667 | val_loss: 0.031169 | Time: 2009.11 ms [2020-12-21 20:57:49 main:581] : INFO : Epoch 541 | loss: 0.0311687 | val_loss: 0.0311704 | Time: 2002.81 ms [2020-12-21 20:57:51 main:581] : INFO : Epoch 542 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 2003.22 ms [2020-12-21 20:57:53 main:581] : INFO : Epoch 543 | loss: 0.0311678 | val_loss: 0.0311686 | Time: 2005.97 ms [2020-12-21 20:57:55 main:581] : INFO : Epoch 544 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 2020.66 ms [2020-12-21 20:57:57 main:581] : INFO : Epoch 545 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1999.28 ms [2020-12-21 20:57:59 main:581] : INFO : Epoch 546 | loss: 0.0311652 | val_loss: 0.0311663 | Time: 2010.13 ms [2020-12-21 20:58:01 main:581] : INFO : Epoch 547 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 2011.18 ms [2020-12-21 20:58:03 main:581] : INFO : Epoch 548 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 2006.89 ms [2020-12-21 20:58:05 main:581] : INFO : Epoch 549 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 2005.6 ms [2020-12-21 20:58:07 main:581] : INFO : Epoch 550 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 2009.39 ms [2020-12-21 20:58:09 main:581] : INFO : Epoch 551 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 2011.65 ms [2020-12-21 20:58:11 main:581] : INFO : Epoch 552 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 2008.42 ms [2020-12-21 20:58:13 main:581] : INFO : Epoch 553 | loss: 0.031162 | val_loss: 0.0311662 | Time: 2006.16 ms [2020-12-21 20:58:15 main:581] : INFO : Epoch 554 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 2003.05 ms [2020-12-21 20:58:17 main:581] : INFO : Epoch 555 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 2002.26 ms [2020-12-21 20:58:19 main:581] : INFO : Epoch 556 | loss: 0.0311617 | val_loss: 0.0311643 | Time: 2009.95 ms [2020-12-21 20:58:21 main:581] : INFO : Epoch 557 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 2010.46 ms [2020-12-21 20:58:23 main:581] : INFO : Epoch 558 | loss: 0.0311624 | val_loss: 0.0311644 | Time: 2003.86 ms [2020-12-21 20:58:25 main:581] : INFO : Epoch 559 | loss: 0.0311597 | val_loss: 0.0311636 | Time: 2003.04 ms [2020-12-21 20:58:27 main:581] : INFO : Epoch 560 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 2009.28 ms [2020-12-21 20:58:29 main:581] : INFO : Epoch 561 | loss: 0.0311604 | val_loss: 0.0311652 | Time: 2001.02 ms [2020-12-21 20:58:31 main:581] : INFO : Epoch 562 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2012.69 ms [2020-12-21 20:58:33 main:581] : INFO : Epoch 563 | loss: 0.0311607 | val_loss: 0.031167 | Time: 2010.75 ms [2020-12-21 20:58:35 main:581] : INFO : Epoch 564 | loss: 0.0311604 | val_loss: 0.031165 | Time: 2011.67 ms [2020-12-21 20:58:37 main:581] : INFO : Epoch 565 | loss: 0.0311614 | val_loss: 0.0311659 | Time: 2002.61 ms [2020-12-21 20:58:39 main:581] : INFO : Epoch 566 | loss: 0.0311613 | val_loss: 0.0311654 | Time: 2002.4 ms [2020-12-21 20:58:41 main:581] : INFO : Epoch 567 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 2008.22 ms [2020-12-21 20:58:43 main:581] : INFO : Epoch 568 | loss: 0.0311613 | val_loss: 0.031167 | Time: 2010.27 ms [2020-12-21 20:58:45 main:581] : INFO : Epoch 569 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 2002.1 ms [2020-12-21 20:58:47 main:581] : INFO : Epoch 570 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 2006.06 ms [2020-12-21 20:58:49 main:581] : INFO : Epoch 571 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 2000.67 ms [2020-12-21 20:58:51 main:581] : INFO : Epoch 572 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 2019.65 ms [2020-12-21 20:58:53 main:581] : INFO : Epoch 573 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 2003.94 ms [2020-12-21 20:58:55 main:581] : INFO : Epoch 574 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 2016.86 ms [2020-12-21 20:58:57 main:581] : INFO : Epoch 575 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 2017.29 ms [2020-12-21 20:58:59 main:581] : INFO : Epoch 576 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2019.99 ms [2020-12-21 20:59:01 main:581] : INFO : Epoch 577 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 2012.3 ms [2020-12-21 20:59:03 main:581] : INFO : Epoch 578 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 2017.07 ms [2020-12-21 20:59:05 main:581] : INFO : Epoch 579 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 2012.44 ms [2020-12-21 20:59:07 main:581] : INFO : Epoch 580 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 2008.27 ms [2020-12-21 20:59:09 main:581] : INFO : Epoch 581 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 2016.7 ms [2020-12-21 20:59:11 main:581] : INFO : Epoch 582 | loss: 0.0311627 | val_loss: 0.0311734 | Time: 2005.02 ms [2020-12-21 20:59:14 main:581] : INFO : Epoch 583 | loss: 0.0311643 | val_loss: 0.0311664 | Time: 2014.37 ms [2020-12-21 20:59:16 main:581] : INFO : Epoch 584 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 2024.63 ms [2020-12-21 20:59:18 main:581] : INFO : Epoch 585 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1999.78 ms [2020-12-21 20:59:20 main:581] : INFO : Epoch 586 | loss: 0.0311697 | val_loss: 0.03117 | Time: 2012.24 ms [2020-12-21 20:59:22 main:581] : INFO : Epoch 587 | loss: 0.0311687 | val_loss: 0.0311688 | Time: 2007.71 ms [2020-12-21 20:59:24 main:581] : INFO : Epoch 588 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 1998.83 ms [2020-12-21 20:59:26 main:581] : INFO : Epoch 589 | loss: 0.0311687 | val_loss: 0.0311719 | Time: 2004.91 ms [2020-12-21 20:59:28 main:581] : INFO : Epoch 590 | loss: 0.031169 | val_loss: 0.0311689 | Time: 2012.95 ms [2020-12-21 20:59:30 main:581] : INFO : Epoch 591 | loss: 0.0311683 | val_loss: 0.0311712 | Time: 2005.1 ms [2020-12-21 20:59:32 main:581] : INFO : Epoch 592 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 1999.43 ms [2020-12-21 20:59:34 main:581] : INFO : Epoch 593 | loss: 0.031167 | val_loss: 0.0311713 | Time: 2013.91 ms [2020-12-21 20:59:36 main:581] : INFO : Epoch 594 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 2015.15 ms [2020-12-21 20:59:38 main:581] : INFO : Epoch 595 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 2010.21 ms [2020-12-21 20:59:40 main:581] : INFO : Epoch 596 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 2017.74 ms [2020-12-21 20:59:42 main:581] : INFO : Epoch 597 | loss: 0.0311608 | val_loss: 0.0311669 | Time: 2014.37 ms [2020-12-21 20:59:44 main:581] : INFO : Epoch 598 | loss: 0.0311604 | val_loss: 0.0311668 | Time: 2016.58 ms [2020-12-21 20:59:46 main:581] : INFO : Epoch 599 | loss: 0.0311605 | val_loss: 0.0311677 | Time: 2014.58 ms [2020-12-21 20:59:48 main:581] : INFO : Epoch 600 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2016.59 ms [2020-12-21 20:59:50 main:581] : INFO : Epoch 601 | loss: 0.03116 | val_loss: 0.0311684 | Time: 2013.45 ms [2020-12-21 20:59:52 main:581] : INFO : Epoch 602 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 2008.84 ms [2020-12-21 20:59:54 main:581] : INFO : Epoch 603 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 2029.08 ms [2020-12-21 20:59:56 main:581] : INFO : Epoch 604 | loss: 0.0311595 | val_loss: 0.031167 | Time: 2013.97 ms [2020-12-21 20:59:58 main:581] : INFO : Epoch 605 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2014.34 ms [2020-12-21 21:00:00 main:581] : INFO : Epoch 606 | loss: 0.0311612 | val_loss: 0.03117 | Time: 2019.97 ms [2020-12-21 21:00:02 main:581] : INFO : Epoch 607 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 2009.75 ms [2020-12-21 21:00:04 main:581] : INFO : Epoch 608 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 2014.12 ms [2020-12-21 21:00:06 main:581] : INFO : Epoch 609 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2015.05 ms [2020-12-21 21:00:08 main:581] : INFO : Epoch 610 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 2005.04 ms [2020-12-21 21:00:10 main:581] : INFO : Epoch 611 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 2008.77 ms [2020-12-21 21:00:12 main:581] : INFO : Epoch 612 | loss: 0.03116 | val_loss: 0.0311707 | Time: 2003.01 ms [2020-12-21 21:00:14 main:581] : INFO : Epoch 613 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 2022.35 ms [2020-12-21 21:00:16 main:581] : INFO : Epoch 614 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1999.97 ms [2020-12-21 21:00:18 main:581] : INFO : Epoch 615 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 2000.9 ms [2020-12-21 21:00:20 main:581] : INFO : Epoch 616 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2014.2 ms [2020-12-21 21:00:22 main:581] : INFO : Epoch 617 | loss: 0.0311596 | val_loss: 0.0311723 | Time: 2006.41 ms [2020-12-21 21:00:24 main:581] : INFO : Epoch 618 | loss: 0.0311588 | val_loss: 0.031173 | Time: 2015.21 ms [2020-12-21 21:00:26 main:581] : INFO : Epoch 619 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2006.76 ms [2020-12-21 21:00:28 main:581] : INFO : Epoch 620 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 2017.04 ms [2020-12-21 21:00:30 main:581] : INFO : Epoch 621 | loss: 0.0311588 | val_loss: 0.0311713 | Time: 2012.65 ms [2020-12-21 21:00:32 main:581] : INFO : Epoch 622 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 2014.11 ms [2020-12-21 21:00:34 main:581] : INFO : Epoch 623 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 2009.07 ms [2020-12-21 21:00:36 main:581] : INFO : Epoch 624 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 2015.59 ms [2020-12-21 21:00:38 main:581] : INFO : Epoch 625 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 2006.46 ms [2020-12-21 21:00:40 main:581] : INFO : Epoch 626 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 2014.18 ms [2020-12-21 21:00:42 main:581] : INFO : Epoch 627 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 2005.68 ms [2020-12-21 21:00:44 main:581] : INFO : Epoch 628 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 2009.98 ms [2020-12-21 21:00:46 main:581] : INFO : Epoch 629 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 2003.17 ms [2020-12-21 21:00:48 main:581] : INFO : Epoch 630 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 2016.24 ms [2020-12-21 21:00:50 main:581] : INFO : Epoch 631 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 2013.32 ms [2020-12-21 21:00:52 main:581] : INFO : Epoch 632 | loss: 0.0311607 | val_loss: 0.0311678 | Time: 2009.47 ms [2020-12-21 21:00:54 main:581] : INFO : Epoch 633 | loss: 0.0311603 | val_loss: 0.031168 | Time: 2007.2 ms [2020-12-21 21:00:56 main:581] : INFO : Epoch 634 | loss: 0.0311604 | val_loss: 0.0311685 | Time: 2003.34 ms [2020-12-21 21:00:58 main:581] : INFO : Epoch 635 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 2008.32 ms [2020-12-21 21:01:00 main:581] : INFO : Epoch 636 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 2013.54 ms [2020-12-21 21:01:02 main:581] : INFO : Epoch 637 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 2009.43 ms [2020-12-21 21:01:04 main:581] : INFO : Epoch 638 | loss: 0.0311643 | val_loss: 0.0311703 | Time: 2004.95 ms [2020-12-21 21:01:06 main:581] : INFO : Epoch 639 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 2003.81 ms [2020-12-21 21:01:08 main:581] : INFO : Epoch 640 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 2002.49 ms [2020-12-21 21:01:10 main:581] : INFO : Epoch 641 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 2013.79 ms [2020-12-21 21:01:12 main:581] : INFO : Epoch 642 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 2012.34 ms [2020-12-21 21:01:14 main:581] : INFO : Epoch 643 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2000.75 ms [2020-12-21 21:01:16 main:581] : INFO : Epoch 644 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2009.04 ms [2020-12-21 21:01:18 main:581] : INFO : Epoch 645 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1998.25 ms [2020-12-21 21:01:20 main:581] : INFO : Epoch 646 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 1999.25 ms [2020-12-21 21:01:22 main:581] : INFO : Epoch 647 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 2015.18 ms [2020-12-21 21:01:24 main:581] : INFO : Epoch 648 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 1999.96 ms [2020-12-21 21:01:26 main:581] : INFO : Epoch 649 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 2006.11 ms [2020-12-21 21:01:28 main:581] : INFO : Epoch 650 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 2005.66 ms [2020-12-21 21:01:30 main:581] : INFO : Epoch 651 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 2006.48 ms [2020-12-21 21:01:32 main:581] : INFO : Epoch 652 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2012.04 ms [2020-12-21 21:01:34 main:581] : INFO : Epoch 653 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2011.04 ms [2020-12-21 21:01:36 main:581] : INFO : Epoch 654 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 2010.03 ms [2020-12-21 21:01:38 main:581] : INFO : Epoch 655 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2011.07 ms [2020-12-21 21:01:40 main:581] : INFO : Epoch 656 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 2004.94 ms [2020-12-21 21:01:42 main:581] : INFO : Epoch 657 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 2005.07 ms [2020-12-21 21:01:44 main:581] : INFO : Epoch 658 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 2003.71 ms [2020-12-21 21:01:46 main:581] : INFO : Epoch 659 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 2027.38 ms [2020-12-21 21:01:48 main:581] : INFO : Epoch 660 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2002.87 ms [2020-12-21 21:01:50 main:581] : INFO : Epoch 661 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 2008.17 ms [2020-12-21 21:01:52 main:581] : INFO : Epoch 662 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 2002.37 ms [2020-12-21 21:01:54 main:581] : INFO : Epoch 663 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 1997.44 ms [2020-12-21 21:01:56 main:581] : INFO : Epoch 664 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 2009.77 ms [2020-12-21 21:01:58 main:581] : INFO : Epoch 665 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 2004.07 ms [2020-12-21 21:02:00 main:581] : INFO : Epoch 666 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 2006.31 ms [2020-12-21 21:02:02 main:581] : INFO : Epoch 667 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 2004.25 ms [2020-12-21 21:02:04 main:581] : INFO : Epoch 668 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 2002.7 ms [2020-12-21 21:02:06 main:581] : INFO : Epoch 669 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2007.92 ms [2020-12-21 21:02:08 main:581] : INFO : Epoch 670 | loss: 0.0311608 | val_loss: 0.031171 | Time: 2006.65 ms [2020-12-21 21:02:10 main:581] : INFO : Epoch 671 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2018.09 ms [2020-12-21 21:02:12 main:581] : INFO : Epoch 672 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2007.7 ms [2020-12-21 21:02:14 main:581] : INFO : Epoch 673 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 2011.22 ms [2020-12-21 21:02:16 main:581] : INFO : Epoch 674 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 1999.98 ms [2020-12-21 21:02:18 main:581] : INFO : Epoch 675 | loss: 0.0311621 | val_loss: 0.0311745 | Time: 2001.49 ms [2020-12-21 21:02:20 main:581] : INFO : Epoch 676 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 2007.34 ms [2020-12-21 21:02:22 main:581] : INFO : Epoch 677 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 2004.68 ms [2020-12-21 21:02:24 main:581] : INFO : Epoch 678 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 2006.51 ms [2020-12-21 21:02:26 main:581] : INFO : Epoch 679 | loss: 0.031159 | val_loss: 0.0311709 | Time: 2000.21 ms [2020-12-21 21:02:28 main:581] : INFO : Epoch 680 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 2008.08 ms [2020-12-21 21:02:30 main:581] : INFO : Epoch 681 | loss: 0.031159 | val_loss: 0.0311686 | Time: 1999.55 ms [2020-12-21 21:02:32 main:581] : INFO : Epoch 682 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2008.63 ms [2020-12-21 21:02:34 main:581] : INFO : Epoch 683 | loss: 0.0311589 | val_loss: 0.031169 | Time: 2006.8 ms [2020-12-21 21:02:36 main:581] : INFO : Epoch 684 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 2013.91 ms [2020-12-21 21:02:38 main:581] : INFO : Epoch 685 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 2003.38 ms [2020-12-21 21:02:40 main:581] : INFO : Epoch 686 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 2013.65 ms [2020-12-21 21:02:42 main:581] : INFO : Epoch 687 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 2006.87 ms [2020-12-21 21:02:44 main:581] : INFO : Epoch 688 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 2009.88 ms [2020-12-21 21:02:46 main:581] : INFO : Epoch 689 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2010.54 ms [2020-12-21 21:02:48 main:581] : INFO : Epoch 690 | loss: 0.0311649 | val_loss: 0.03117 | Time: 2008.54 ms [2020-12-21 21:02:50 main:581] : INFO : Epoch 691 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 2005.38 ms [2020-12-21 21:02:53 main:581] : INFO : Epoch 692 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 2016.4 ms [2020-12-21 21:02:55 main:581] : INFO : Epoch 693 | loss: 0.0311631 | val_loss: 0.0311668 | Time: 1999.73 ms [2020-12-21 21:02:57 main:581] : INFO : Epoch 694 | loss: 0.0311647 | val_loss: 0.0311664 | Time: 2010.87 ms [2020-12-21 21:02:59 main:581] : INFO : Epoch 695 | loss: 0.031163 | val_loss: 0.0311694 | Time: 2016.99 ms [2020-12-21 21:03:01 main:581] : INFO : Epoch 696 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 2005.3 ms [2020-12-21 21:03:03 main:581] : INFO : Epoch 697 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 2008.39 ms [2020-12-21 21:03:05 main:581] : INFO : Epoch 698 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2006.16 ms [2020-12-21 21:03:07 main:581] : INFO : Epoch 699 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 2011.96 ms [2020-12-21 21:03:09 main:581] : INFO : Epoch 700 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 2008.94 ms [2020-12-21 21:03:11 main:581] : INFO : Epoch 701 | loss: 0.03116 | val_loss: 0.0311654 | Time: 1996.74 ms [2020-12-21 21:03:13 main:581] : INFO : Epoch 702 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1999.46 ms [2020-12-21 21:03:15 main:581] : INFO : Epoch 703 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 2017.84 ms [2020-12-21 21:03:17 main:581] : INFO : Epoch 704 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 2001.58 ms [2020-12-21 21:03:19 main:581] : INFO : Epoch 705 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 2008.12 ms [2020-12-21 21:03:21 main:581] : INFO : Epoch 706 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 2007.45 ms [2020-12-21 21:03:23 main:581] : INFO : Epoch 707 | loss: 0.031156 | val_loss: 0.0311647 | Time: 2011.44 ms [2020-12-21 21:03:25 main:581] : INFO : Epoch 708 | loss: 0.0311555 | val_loss: 0.031167 | Time: 2005.56 ms [2020-12-21 21:03:27 main:581] : INFO : Epoch 709 | loss: 0.0311573 | val_loss: 0.0311756 | Time: 2011.33 ms [2020-12-21 21:03:29 main:581] : INFO : Epoch 710 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 2010.48 ms [2020-12-21 21:03:31 main:581] : INFO : Epoch 711 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 2008.58 ms [2020-12-21 21:03:33 main:581] : INFO : Epoch 712 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 2002.16 ms [2020-12-21 21:03:35 main:581] : INFO : Epoch 713 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2013.92 ms [2020-12-21 21:03:37 main:581] : INFO : Epoch 714 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 2010.5 ms [2020-12-21 21:03:39 main:581] : INFO : Epoch 715 | loss: 0.031161 | val_loss: 0.0311719 | Time: 2011 ms [2020-12-21 21:03:41 main:581] : INFO : Epoch 716 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 2018.21 ms [2020-12-21 21:03:43 main:581] : INFO : Epoch 717 | loss: 0.031162 | val_loss: 0.0311695 | Time: 2004.39 ms [2020-12-21 21:03:45 main:581] : INFO : Epoch 718 | loss: 0.0311589 | val_loss: 0.031172 | Time: 2017.15 ms [2020-12-21 21:03:47 main:581] : INFO : Epoch 719 | loss: 0.0311623 | val_loss: 0.0311666 | Time: 2015.89 ms [2020-12-21 21:03:49 main:581] : INFO : Epoch 720 | loss: 0.0311597 | val_loss: 0.0311672 | Time: 2014.41 ms [2020-12-21 21:03:51 main:581] : INFO : Epoch 721 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 2003.87 ms [2020-12-21 21:03:53 main:581] : INFO : Epoch 722 | loss: 0.031158 | val_loss: 0.0311672 | Time: 1998.19 ms [2020-12-21 21:03:55 main:581] : INFO : Epoch 723 | loss: 0.0311568 | val_loss: 0.0311681 | Time: 2005.26 ms [2020-12-21 21:03:57 main:581] : INFO : Epoch 724 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 2012.39 ms [2020-12-21 21:03:59 main:581] : INFO : Epoch 725 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 2002.2 ms [2020-12-21 21:04:01 main:581] : INFO : Epoch 726 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 2018.9 ms [2020-12-21 21:04:03 main:581] : INFO : Epoch 727 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 2007.63 ms [2020-12-21 21:04:05 main:581] : INFO : Epoch 728 | loss: 0.0311585 | val_loss: 0.0311769 | Time: 2005.67 ms [2020-12-21 21:04:07 main:581] : INFO : Epoch 729 | loss: 0.031161 | val_loss: 0.0311676 | Time: 2013.34 ms [2020-12-21 21:04:09 main:581] : INFO : Epoch 730 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 2007.15 ms [2020-12-21 21:04:11 main:581] : INFO : Epoch 731 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 2013.78 ms [2020-12-21 21:04:13 main:581] : INFO : Epoch 732 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 2006.4 ms [2020-12-21 21:04:15 main:581] : INFO : Epoch 733 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 2005.35 ms [2020-12-21 21:04:17 main:581] : INFO : Epoch 734 | loss: 0.0311592 | val_loss: 0.0311664 | Time: 2000.22 ms [2020-12-21 21:04:19 main:581] : INFO : Epoch 735 | loss: 0.031158 | val_loss: 0.0311663 | Time: 2015.54 ms [2020-12-21 21:04:21 main:581] : INFO : Epoch 736 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 2017.94 ms [2020-12-21 21:04:23 main:581] : INFO : Epoch 737 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2004.93 ms [2020-12-21 21:04:25 main:581] : INFO : Epoch 738 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 2011.77 ms [2020-12-21 21:04:27 main:581] : INFO : Epoch 739 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 2009.89 ms [2020-12-21 21:04:29 main:581] : INFO : Epoch 740 | loss: 0.031157 | val_loss: 0.031166 | Time: 2000.63 ms [2020-12-21 21:04:31 main:581] : INFO : Epoch 741 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 2010.58 ms [2020-12-21 21:04:33 main:581] : INFO : Epoch 742 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 1995.56 ms [2020-12-21 21:04:35 main:581] : INFO : Epoch 743 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2016.49 ms [2020-12-21 21:04:37 main:581] : INFO : Epoch 744 | loss: 0.0311715 | val_loss: 0.0311711 | Time: 2000.13 ms [2020-12-21 21:04:39 main:581] : INFO : Epoch 745 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 2015.84 ms [2020-12-21 21:04:41 main:581] : INFO : Epoch 746 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 2018.11 ms [2020-12-21 21:04:43 main:581] : INFO : Epoch 747 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 2002.08 ms [2020-12-21 21:04:45 main:581] : INFO : Epoch 748 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 2004.22 ms [2020-12-21 21:04:47 main:581] : INFO : Epoch 749 | loss: 0.031166 | val_loss: 0.0311707 | Time: 2011.45 ms [2020-12-21 21:04:49 main:581] : INFO : Epoch 750 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 2004.15 ms [2020-12-21 21:04:51 main:581] : INFO : Epoch 751 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 2006.21 ms [2020-12-21 21:04:53 main:581] : INFO : Epoch 752 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 2009.68 ms [2020-12-21 21:04:55 main:581] : INFO : Epoch 753 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 2002.13 ms [2020-12-21 21:04:57 main:581] : INFO : Epoch 754 | loss: 0.0311634 | val_loss: 0.0311676 | Time: 2020.56 ms [2020-12-21 21:04:59 main:581] : INFO : Epoch 755 | loss: 0.0311626 | val_loss: 0.031171 | Time: 2015.73 ms [2020-12-21 21:05:01 main:581] : INFO : Epoch 756 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 2006.14 ms [2020-12-21 21:05:03 main:581] : INFO : Epoch 757 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 2011.68 ms [2020-12-21 21:05:05 main:581] : INFO : Epoch 758 | loss: 0.0311629 | val_loss: 0.031168 | Time: 2003.39 ms [2020-12-21 21:05:07 main:581] : INFO : Epoch 759 | loss: 0.0311613 | val_loss: 0.031173 | Time: 2011.72 ms [2020-12-21 21:05:09 main:581] : INFO : Epoch 760 | loss: 0.031163 | val_loss: 0.0311697 | Time: 1999.63 ms [2020-12-21 21:05:11 main:581] : INFO : Epoch 761 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 2003.62 ms [2020-12-21 21:05:13 main:581] : INFO : Epoch 762 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 2015.7 ms [2020-12-21 21:05:15 main:581] : INFO : Epoch 763 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 2007.57 ms [2020-12-21 21:05:17 main:581] : INFO : Epoch 764 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2010.17 ms [2020-12-21 21:05:19 main:581] : INFO : Epoch 765 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2005.55 ms [2020-12-21 21:05:21 main:581] : INFO : Epoch 766 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 2011.49 ms [2020-12-21 21:05:23 main:581] : INFO : Epoch 767 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 2019.24 ms [2020-12-21 21:05:25 main:581] : INFO : Epoch 768 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 2005.1 ms [2020-12-21 21:05:27 main:581] : INFO : Epoch 769 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2008.78 ms [2020-12-21 21:05:29 main:581] : INFO : Epoch 770 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 2017.4 ms [2020-12-21 21:05:31 main:581] : INFO : Epoch 771 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 2004.71 ms [2020-12-21 21:05:33 main:581] : INFO : Epoch 772 | loss: 0.0311615 | val_loss: 0.0311652 | Time: 2004.9 ms [2020-12-21 21:05:35 main:581] : INFO : Epoch 773 | loss: 0.0311624 | val_loss: 0.031171 | Time: 2006.58 ms [2020-12-21 21:05:37 main:581] : INFO : Epoch 774 | loss: 0.0311622 | val_loss: 0.0311641 | Time: 2011.5 ms [2020-12-21 21:05:39 main:581] : INFO : Epoch 775 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 2005.94 ms [2020-12-21 21:05:41 main:581] : INFO : Epoch 776 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 2011.97 ms [2020-12-21 21:05:43 main:581] : INFO : Epoch 777 | loss: 0.0311625 | val_loss: 0.0311652 | Time: 2004.79 ms [2020-12-21 21:05:45 main:581] : INFO : Epoch 778 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 2012.88 ms [2020-12-21 21:05:47 main:581] : INFO : Epoch 779 | loss: 0.0311608 | val_loss: 0.0311647 | Time: 2013.24 ms [2020-12-21 21:05:49 main:581] : INFO : Epoch 780 | loss: 0.031159 | val_loss: 0.0311662 | Time: 2014.64 ms [2020-12-21 21:05:51 main:581] : INFO : Epoch 781 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2014.55 ms [2020-12-21 21:05:53 main:581] : INFO : Epoch 782 | loss: 0.031159 | val_loss: 0.0311655 | Time: 1999.69 ms [2020-12-21 21:05:55 main:581] : INFO : Epoch 783 | loss: 0.0311594 | val_loss: 0.0311659 | Time: 2006.92 ms [2020-12-21 21:05:57 main:581] : INFO : Epoch 784 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 2013.38 ms [2020-12-21 21:05:59 main:581] : INFO : Epoch 785 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 2001.93 ms [2020-12-21 21:06:01 main:581] : INFO : Epoch 786 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 2009.69 ms [2020-12-21 21:06:03 main:581] : INFO : Epoch 787 | loss: 0.0311603 | val_loss: 0.031168 | Time: 2014.75 ms [2020-12-21 21:06:05 main:581] : INFO : Epoch 788 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 2001.1 ms [2020-12-21 21:06:07 main:581] : INFO : Epoch 789 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 1999.46 ms [2020-12-21 21:06:09 main:581] : INFO : Epoch 790 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 2000.93 ms [2020-12-21 21:06:11 main:581] : INFO : Epoch 791 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 2010.2 ms [2020-12-21 21:06:13 main:581] : INFO : Epoch 792 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 1993.47 ms [2020-12-21 21:06:15 main:581] : INFO : Epoch 793 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 2007.47 ms [2020-12-21 21:06:17 main:581] : INFO : Epoch 794 | loss: 0.031164 | val_loss: 0.0311745 | Time: 2018.44 ms [2020-12-21 21:06:19 main:581] : INFO : Epoch 795 | loss: 0.031165 | val_loss: 0.0311735 | Time: 2005.35 ms [2020-12-21 21:06:21 main:581] : INFO : Epoch 796 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 2003.44 ms [2020-12-21 21:06:23 main:581] : INFO : Epoch 797 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 2003.69 ms [2020-12-21 21:06:25 main:581] : INFO : Epoch 798 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 2002.48 ms [2020-12-21 21:06:27 main:581] : INFO : Epoch 799 | loss: 0.0311656 | val_loss: 0.0311691 | Time: 2004.84 ms [2020-12-21 21:06:29 main:581] : INFO : Epoch 800 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 2024.01 ms [2020-12-21 21:06:31 main:581] : INFO : Epoch 801 | loss: 0.0311659 | val_loss: 0.0311681 | Time: 2004.45 ms [2020-12-21 21:06:33 main:581] : INFO : Epoch 802 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2005.83 ms [2020-12-21 21:06:35 main:581] : INFO : Epoch 803 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 2013.14 ms [2020-12-21 21:06:37 main:581] : INFO : Epoch 804 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 2007.38 ms [2020-12-21 21:06:40 main:581] : INFO : Epoch 805 | loss: 0.0311628 | val_loss: 0.031168 | Time: 2019.56 ms [2020-12-21 21:06:42 main:581] : INFO : Epoch 806 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 2007.96 ms [2020-12-21 21:06:44 main:581] : INFO : Epoch 807 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 2008.17 ms [2020-12-21 21:06:46 main:581] : INFO : Epoch 808 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 2012.82 ms [2020-12-21 21:06:48 main:581] : INFO : Epoch 809 | loss: 0.031161 | val_loss: 0.0311678 | Time: 2001.07 ms [2020-12-21 21:06:50 main:581] : INFO : Epoch 810 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 2003.53 ms [2020-12-21 21:06:52 main:581] : INFO : Epoch 811 | loss: 0.0311639 | val_loss: 0.0311639 | Time: 2009.56 ms [2020-12-21 21:06:54 main:581] : INFO : Epoch 812 | loss: 0.0311663 | val_loss: 0.0311663 | Time: 2011.66 ms [2020-12-21 21:06:56 main:581] : INFO : Epoch 813 | loss: 0.0311663 | val_loss: 0.0311678 | Time: 2019.6 ms [2020-12-21 21:06:58 main:581] : INFO : Epoch 814 | loss: 0.0311649 | val_loss: 0.0311639 | Time: 2006.33 ms [2020-12-21 21:07:00 main:581] : INFO : Epoch 815 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2022.12 ms [2020-12-21 21:07:02 main:581] : INFO : Epoch 816 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 2008.39 ms [2020-12-21 21:07:04 main:581] : INFO : Epoch 817 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 2008.77 ms [2020-12-21 21:07:06 main:581] : INFO : Epoch 818 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2004.84 ms [2020-12-21 21:07:08 main:581] : INFO : Epoch 819 | loss: 0.0311632 | val_loss: 0.031167 | Time: 2011.85 ms [2020-12-21 21:07:10 main:581] : INFO : Epoch 820 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 2003.29 ms [2020-12-21 21:07:12 main:581] : INFO : Epoch 821 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 1998.31 ms [2020-12-21 21:07:14 main:581] : INFO : Epoch 822 | loss: 0.0311658 | val_loss: 0.031168 | Time: 2019.94 ms [2020-12-21 21:07:16 main:581] : INFO : Epoch 823 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 2003.37 ms [2020-12-21 21:07:18 main:581] : INFO : Epoch 824 | loss: 0.031164 | val_loss: 0.0311677 | Time: 2016.87 ms [2020-12-21 21:07:20 main:581] : INFO : Epoch 825 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 2018.29 ms [2020-12-21 21:07:22 main:581] : INFO : Epoch 826 | loss: 0.0311632 | val_loss: 0.031168 | Time: 2009.64 ms [2020-12-21 21:07:24 main:581] : INFO : Epoch 827 | loss: 0.0311641 | val_loss: 0.0311673 | Time: 2009.95 ms [2020-12-21 21:07:26 main:581] : INFO : Epoch 828 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 2008.11 ms [2020-12-21 21:07:28 main:581] : INFO : Epoch 829 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 2017.75 ms [2020-12-21 21:07:30 main:581] : INFO : Epoch 830 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 2006.2 ms [2020-12-21 21:07:32 main:581] : INFO : Epoch 831 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 2015.4 ms [2020-12-21 21:07:34 main:581] : INFO : Epoch 832 | loss: 0.0311628 | val_loss: 0.0311664 | Time: 2000.82 ms [2020-12-21 21:07:36 main:581] : INFO : Epoch 833 | loss: 0.0311637 | val_loss: 0.0311647 | Time: 2014.47 ms [2020-12-21 21:07:38 main:581] : INFO : Epoch 834 | loss: 0.0311636 | val_loss: 0.0311661 | Time: 2005.18 ms [2020-12-21 21:07:40 main:581] : INFO : Epoch 835 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 2011.07 ms [2020-12-21 21:07:42 main:581] : INFO : Epoch 836 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 2006.81 ms [2020-12-21 21:07:44 main:581] : INFO : Epoch 837 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 2015.34 ms [2020-12-21 21:07:46 main:581] : INFO : Epoch 838 | loss: 0.031164 | val_loss: 0.0311678 | Time: 2016.45 ms [2020-12-21 21:07:48 main:581] : INFO : Epoch 839 | loss: 0.031164 | val_loss: 0.0311652 | Time: 2006.57 ms [2020-12-21 21:07:50 main:581] : INFO : Epoch 840 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 2014.4 ms [2020-12-21 21:07:52 main:581] : INFO : Epoch 841 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 2017.33 ms [2020-12-21 21:07:54 main:581] : INFO : Epoch 842 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 2009.16 ms [2020-12-21 21:07:56 main:581] : INFO : Epoch 843 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 2017.17 ms [2020-12-21 21:07:58 main:581] : INFO : Epoch 844 | loss: 0.0311605 | val_loss: 0.0311672 | Time: 2016.35 ms [2020-12-21 21:08:00 main:581] : INFO : Epoch 845 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 2011.13 ms [2020-12-21 21:08:02 main:581] : INFO : Epoch 846 | loss: 0.0311607 | val_loss: 0.0311676 | Time: 2016.97 ms [2020-12-21 21:08:04 main:581] : INFO : Epoch 847 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 2006.15 ms [2020-12-21 21:08:06 main:581] : INFO : Epoch 848 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 2016.74 ms [2020-12-21 21:08:08 main:581] : INFO : Epoch 849 | loss: 0.0311675 | val_loss: 0.0311968 | Time: 2017.01 ms [2020-12-21 21:08:10 main:581] : INFO : Epoch 850 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 2009.85 ms [2020-12-21 21:08:12 main:581] : INFO : Epoch 851 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 2004.44 ms [2020-12-21 21:08:14 main:581] : INFO : Epoch 852 | loss: 0.0311607 | val_loss: 0.0311651 | Time: 2016.97 ms [2020-12-21 21:08:16 main:581] : INFO : Epoch 853 | loss: 0.0311613 | val_loss: 0.0311642 | Time: 2018.34 ms [2020-12-21 21:08:18 main:581] : INFO : Epoch 854 | loss: 0.0311605 | val_loss: 0.0311637 | Time: 2002.17 ms [2020-12-21 21:08:20 main:581] : INFO : Epoch 855 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 2012.42 ms [2020-12-21 21:08:22 main:581] : INFO : Epoch 856 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2002.56 ms [2020-12-21 21:08:24 main:581] : INFO : Epoch 857 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 2007.6 ms [2020-12-21 21:08:26 main:581] : INFO : Epoch 858 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2015.75 ms [2020-12-21 21:08:28 main:581] : INFO : Epoch 859 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 2032.18 ms [2020-12-21 21:08:30 main:581] : INFO : Epoch 860 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 2013.51 ms [2020-12-21 21:08:32 main:581] : INFO : Epoch 861 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 2014.96 ms [2020-12-21 21:08:34 main:581] : INFO : Epoch 862 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 2007.12 ms [2020-12-21 21:08:36 main:581] : INFO : Epoch 863 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 2013.01 ms [2020-12-21 21:08:38 main:581] : INFO : Epoch 864 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 2008.49 ms [2020-12-21 21:08:40 main:581] : INFO : Epoch 865 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 2027.69 ms [2020-12-21 21:08:42 main:581] : INFO : Epoch 866 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 2024.85 ms [2020-12-21 21:08:44 main:581] : INFO : Epoch 867 | loss: 0.0311606 | val_loss: 0.031164 | Time: 2022.11 ms [2020-12-21 21:08:46 main:581] : INFO : Epoch 868 | loss: 0.0311591 | val_loss: 0.0311619 | Time: 2016.9 ms [2020-12-21 21:08:48 main:581] : INFO : Epoch 869 | loss: 0.0311592 | val_loss: 0.0311644 | Time: 2020.74 ms [2020-12-21 21:08:50 main:581] : INFO : Epoch 870 | loss: 0.0311597 | val_loss: 0.0311637 | Time: 2013.7 ms [2020-12-21 21:08:52 main:581] : INFO : Epoch 871 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2004.88 ms [2020-12-21 21:08:54 main:581] : INFO : Epoch 872 | loss: 0.0311593 | val_loss: 0.031166 | Time: 2010.47 ms [2020-12-21 21:08:56 main:581] : INFO : Epoch 873 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 2007.82 ms [2020-12-21 21:08:58 main:581] : INFO : Epoch 874 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 2000.33 ms [2020-12-21 21:09:00 main:581] : INFO : Epoch 875 | loss: 0.0311601 | val_loss: 0.0311644 | Time: 2006.57 ms [2020-12-21 21:09:02 main:581] : INFO : Epoch 876 | loss: 0.0311593 | val_loss: 0.0311629 | Time: 2005.98 ms [2020-12-21 21:09:04 main:581] : INFO : Epoch 877 | loss: 0.0311587 | val_loss: 0.0311655 | Time: 2010.53 ms [2020-12-21 21:09:06 main:581] : INFO : Epoch 878 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2008.66 ms [2020-12-21 21:09:08 main:581] : INFO : Epoch 879 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 2010.38 ms [2020-12-21 21:09:10 main:581] : INFO : Epoch 880 | loss: 0.031158 | val_loss: 0.0311643 | Time: 2015.4 ms [2020-12-21 21:09:12 main:581] : INFO : Epoch 881 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 2009.98 ms [2020-12-21 21:09:14 main:581] : INFO : Epoch 882 | loss: 0.031161 | val_loss: 0.0311638 | Time: 2008.15 ms [2020-12-21 21:09:16 main:581] : INFO : Epoch 883 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 2008.37 ms [2020-12-21 21:09:18 main:581] : INFO : Epoch 884 | loss: 0.0311612 | val_loss: 0.0311643 | Time: 2010.42 ms [2020-12-21 21:09:20 main:581] : INFO : Epoch 885 | loss: 0.0311627 | val_loss: 0.0311629 | Time: 2004.73 ms [2020-12-21 21:09:22 main:581] : INFO : Epoch 886 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 2014.01 ms [2020-12-21 21:09:24 main:581] : INFO : Epoch 887 | loss: 0.031165 | val_loss: 0.031164 | Time: 2010.34 ms [2020-12-21 21:09:26 main:581] : INFO : Epoch 888 | loss: 0.0311636 | val_loss: 0.031165 | Time: 2008.54 ms [2020-12-21 21:09:28 main:581] : INFO : Epoch 889 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 2007.36 ms [2020-12-21 21:09:30 main:581] : INFO : Epoch 890 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 2031.23 ms [2020-12-21 21:09:33 main:581] : INFO : Epoch 891 | loss: 0.0311676 | val_loss: 0.0311681 | Time: 2023.5 ms [2020-12-21 21:09:35 main:581] : INFO : Epoch 892 | loss: 0.0311644 | val_loss: 0.0311653 | Time: 2015.17 ms [2020-12-21 21:09:37 main:581] : INFO : Epoch 893 | loss: 0.0311641 | val_loss: 0.031167 | Time: 2010.86 ms [2020-12-21 21:09:39 main:581] : INFO : Epoch 894 | loss: 0.0311639 | val_loss: 0.0311697 | Time: 2003.06 ms [2020-12-21 21:09:41 main:581] : INFO : Epoch 895 | loss: 0.031164 | val_loss: 0.031167 | Time: 2011.46 ms [2020-12-21 21:09:43 main:581] : INFO : Epoch 896 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 2007.21 ms [2020-12-21 21:09:45 main:581] : INFO : Epoch 897 | loss: 0.031165 | val_loss: 0.0311693 | Time: 2017.9 ms [2020-12-21 21:09:47 main:581] : INFO : Epoch 898 | loss: 0.0311667 | val_loss: 0.0311717 | Time: 2006.04 ms [2020-12-21 21:09:49 main:581] : INFO : Epoch 899 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 2007.36 ms [2020-12-21 21:09:51 main:581] : INFO : Epoch 900 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 2019.12 ms [2020-12-21 21:09:53 main:581] : INFO : Epoch 901 | loss: 0.0311661 | val_loss: 0.0311678 | Time: 2011.35 ms [2020-12-21 21:09:55 main:581] : INFO : Epoch 902 | loss: 0.031164 | val_loss: 0.0311654 | Time: 2009.87 ms [2020-12-21 21:09:57 main:581] : INFO : Epoch 903 | loss: 0.031163 | val_loss: 0.031166 | Time: 2004.41 ms [2020-12-21 21:09:59 main:581] : INFO : Epoch 904 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 2022.9 ms [2020-12-21 21:10:01 main:581] : INFO : Epoch 905 | loss: 0.0311632 | val_loss: 0.0311668 | Time: 2020.26 ms [2020-12-21 21:10:03 main:581] : INFO : Epoch 906 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 2007.94 ms [2020-12-21 21:10:05 main:581] : INFO : Epoch 907 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 2016.23 ms [2020-12-21 21:10:07 main:581] : INFO : Epoch 908 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 2006.28 ms [2020-12-21 21:10:09 main:581] : INFO : Epoch 909 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 2006.7 ms [2020-12-21 21:10:11 main:581] : INFO : Epoch 910 | loss: 0.0311633 | val_loss: 0.0311665 | Time: 2005.57 ms [2020-12-21 21:10:13 main:581] : INFO : Epoch 911 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 2007.12 ms [2020-12-21 21:10:15 main:581] : INFO : Epoch 912 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 2014.55 ms [2020-12-21 21:10:17 main:581] : INFO : Epoch 913 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 2012.11 ms [2020-12-21 21:10:19 main:581] : INFO : Epoch 914 | loss: 0.0311606 | val_loss: 0.0311648 | Time: 2011.75 ms [2020-12-21 21:10:21 main:581] : INFO : Epoch 915 | loss: 0.0311601 | val_loss: 0.031166 | Time: 2023.34 ms [2020-12-21 21:10:23 main:581] : INFO : Epoch 916 | loss: 0.0311622 | val_loss: 0.031167 | Time: 2009.62 ms [2020-12-21 21:10:25 main:581] : INFO : Epoch 917 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 2014.57 ms [2020-12-21 21:10:27 main:581] : INFO : Epoch 918 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 2012.14 ms [2020-12-21 21:10:29 main:581] : INFO : Epoch 919 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 2010.31 ms [2020-12-21 21:10:31 main:581] : INFO : Epoch 920 | loss: 0.0311592 | val_loss: 0.0311681 | Time: 2016.36 ms [2020-12-21 21:10:33 main:581] : INFO : Epoch 921 | loss: 0.0311594 | val_loss: 0.031166 | Time: 2016.77 ms [2020-12-21 21:10:35 main:581] : INFO : Epoch 922 | loss: 0.0311594 | val_loss: 0.031169 | Time: 2022.75 ms [2020-12-21 21:10:37 main:581] : INFO : Epoch 923 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 2022.12 ms [2020-12-21 21:10:39 main:581] : INFO : Epoch 924 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 2023.82 ms [2020-12-21 21:10:41 main:581] : INFO : Epoch 925 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 2014.57 ms [2020-12-21 21:10:43 main:581] : INFO : Epoch 926 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1943.97 ms [2020-12-21 21:10:45 main:581] : INFO : Epoch 927 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 1976.57 ms [2020-12-21 21:10:47 main:581] : INFO : Epoch 928 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 2007.68 ms [2020-12-21 21:10:49 main:581] : INFO : Epoch 929 | loss: 0.0311619 | val_loss: 0.0311662 | Time: 2015.78 ms [2020-12-21 21:10:51 main:581] : INFO : Epoch 930 | loss: 0.0311598 | val_loss: 0.0311648 | Time: 2006.52 ms [2020-12-21 21:10:53 main:581] : INFO : Epoch 931 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 2020.82 ms [2020-12-21 21:10:55 main:581] : INFO : Epoch 932 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 2010.56 ms [2020-12-21 21:10:57 main:581] : INFO : Epoch 933 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 2003.75 ms [2020-12-21 21:10:59 main:581] : INFO : Epoch 934 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 2002.97 ms [2020-12-21 21:11:01 main:581] : INFO : Epoch 935 | loss: 0.0311579 | val_loss: 0.0311637 | Time: 2016.47 ms [2020-12-21 21:11:03 main:581] : INFO : Epoch 936 | loss: 0.0311585 | val_loss: 0.0311626 | Time: 2010.92 ms [2020-12-21 21:11:05 main:581] : INFO : Epoch 937 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 2009.81 ms [2020-12-21 21:11:07 main:581] : INFO : Epoch 938 | loss: 0.0311593 | val_loss: 0.0311627 | Time: 2004.04 ms [2020-12-21 21:11:09 main:581] : INFO : Epoch 939 | loss: 0.031158 | val_loss: 0.031163 | Time: 1995.78 ms [2020-12-21 21:11:11 main:581] : INFO : Epoch 940 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 2012.82 ms [2020-12-21 21:11:13 main:581] : INFO : Epoch 941 | loss: 0.0311592 | val_loss: 0.0311639 | Time: 2020.1 ms [2020-12-21 21:11:15 main:581] : INFO : Epoch 942 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 2020.54 ms [2020-12-21 21:11:17 main:581] : INFO : Epoch 943 | loss: 0.0311639 | val_loss: 0.0311646 | Time: 2015 ms [2020-12-21 21:11:19 main:581] : INFO : Epoch 944 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 2005.01 ms [2020-12-21 21:11:21 main:581] : INFO : Epoch 945 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 2011.56 ms [2020-12-21 21:11:23 main:581] : INFO : Epoch 946 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 2022.35 ms [2020-12-21 21:11:25 main:581] : INFO : Epoch 947 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 2004.89 ms [2020-12-21 21:11:27 main:581] : INFO : Epoch 948 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1997.2 ms [2020-12-21 21:11:29 main:581] : INFO : Epoch 949 | loss: 0.0311581 | val_loss: 0.0311649 | Time: 2009.11 ms [2020-12-21 21:11:31 main:581] : INFO : Epoch 950 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 2001.58 ms [2020-12-21 21:11:33 main:581] : INFO : Epoch 951 | loss: 0.0311631 | val_loss: 0.031164 | Time: 2010.4 ms [2020-12-21 21:11:35 main:581] : INFO : Epoch 952 | loss: 0.031162 | val_loss: 0.0311648 | Time: 2015.87 ms [2020-12-21 21:11:37 main:581] : INFO : Epoch 953 | loss: 0.0311611 | val_loss: 0.0311644 | Time: 2013.26 ms [2020-12-21 21:11:39 main:581] : INFO : Epoch 954 | loss: 0.0311603 | val_loss: 0.0311658 | Time: 2010.35 ms [2020-12-21 21:11:41 main:581] : INFO : Epoch 955 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 2001.24 ms [2020-12-21 21:11:43 main:581] : INFO : Epoch 956 | loss: 0.0311605 | val_loss: 0.031169 | Time: 2010.95 ms [2020-12-21 21:11:45 main:581] : INFO : Epoch 957 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 2009.86 ms [2020-12-21 21:11:47 main:581] : INFO : Epoch 958 | loss: 0.0311606 | val_loss: 0.0311656 | Time: 2020.71 ms [2020-12-21 21:11:49 main:581] : INFO : Epoch 959 | loss: 0.0311594 | val_loss: 0.0311652 | Time: 2005.57 ms [2020-12-21 21:11:51 main:581] : INFO : Epoch 960 | loss: 0.0311597 | val_loss: 0.0311658 | Time: 2011.92 ms [2020-12-21 21:11:53 main:581] : INFO : Epoch 961 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 2006.98 ms [2020-12-21 21:11:55 main:581] : INFO : Epoch 962 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 2013.68 ms [2020-12-21 21:11:57 main:581] : INFO : Epoch 963 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 2016.21 ms [2020-12-21 21:11:59 main:581] : INFO : Epoch 964 | loss: 0.0311603 | val_loss: 0.0311634 | Time: 2013.45 ms [2020-12-21 21:12:01 main:581] : INFO : Epoch 965 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 2022.77 ms [2020-12-21 21:12:03 main:581] : INFO : Epoch 966 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 2021.52 ms [2020-12-21 21:12:05 main:581] : INFO : Epoch 967 | loss: 0.0311682 | val_loss: 0.0311682 | Time: 2009.65 ms [2020-12-21 21:12:07 main:581] : INFO : Epoch 968 | loss: 0.0311669 | val_loss: 0.0311704 | Time: 2017.98 ms [2020-12-21 21:12:09 main:581] : INFO : Epoch 969 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 2013.15 ms [2020-12-21 21:12:11 main:581] : INFO : Epoch 970 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 2012.11 ms [2020-12-21 21:12:13 main:581] : INFO : Epoch 971 | loss: 0.0311647 | val_loss: 0.0311711 | Time: 2011.95 ms [2020-12-21 21:12:15 main:581] : INFO : Epoch 972 | loss: 0.0311637 | val_loss: 0.031169 | Time: 2018.16 ms [2020-12-21 21:12:17 main:581] : INFO : Epoch 973 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 2014.35 ms [2020-12-21 21:12:19 main:581] : INFO : Epoch 974 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2011.54 ms [2020-12-21 21:12:21 main:581] : INFO : Epoch 975 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 2026.85 ms [2020-12-21 21:12:23 main:581] : INFO : Epoch 976 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 2008.7 ms [2020-12-21 21:12:25 main:581] : INFO : Epoch 977 | loss: 0.0311648 | val_loss: 0.0311683 | Time: 2016.21 ms [2020-12-21 21:12:28 main:581] : INFO : Epoch 978 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 2010.77 ms [2020-12-21 21:12:30 main:581] : INFO : Epoch 979 | loss: 0.0311629 | val_loss: 0.0311673 | Time: 2009.16 ms [2020-12-21 21:12:32 main:581] : INFO : Epoch 980 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2018.04 ms [2020-12-21 21:12:34 main:581] : INFO : Epoch 981 | loss: 0.0311615 | val_loss: 0.0311658 | Time: 2009.86 ms [2020-12-21 21:12:36 main:581] : INFO : Epoch 982 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 2026.55 ms [2020-12-21 21:12:38 main:581] : INFO : Epoch 983 | loss: 0.0311611 | val_loss: 0.031164 | Time: 2020.45 ms [2020-12-21 21:12:40 main:581] : INFO : Epoch 984 | loss: 0.0311621 | val_loss: 0.0311688 | Time: 2009.1 ms [2020-12-21 21:12:42 main:581] : INFO : Epoch 985 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 2019.04 ms [2020-12-21 21:12:44 main:581] : INFO : Epoch 986 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2011.17 ms [2020-12-21 21:12:46 main:581] : INFO : Epoch 987 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 2024.69 ms [2020-12-21 21:12:48 main:581] : INFO : Epoch 988 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 2014.03 ms [2020-12-21 21:12:50 main:581] : INFO : Epoch 989 | loss: 0.0311597 | val_loss: 0.0311657 | Time: 2011.62 ms [2020-12-21 21:12:52 main:581] : INFO : Epoch 990 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2018.97 ms [2020-12-21 21:12:54 main:581] : INFO : Epoch 991 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 2011.4 ms [2020-12-21 21:12:56 main:581] : INFO : Epoch 992 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 2020.38 ms [2020-12-21 21:12:58 main:581] : INFO : Epoch 993 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 2010 ms [2020-12-21 21:13:00 main:581] : INFO : Epoch 994 | loss: 0.031159 | val_loss: 0.0311647 | Time: 2018.59 ms [2020-12-21 21:13:02 main:581] : INFO : Epoch 995 | loss: 0.031159 | val_loss: 0.0311652 | Time: 2008.27 ms [2020-12-21 21:13:04 main:581] : INFO : Epoch 996 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 2022.9 ms [2020-12-21 21:13:06 main:581] : INFO : Epoch 997 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 2007.13 ms [2020-12-21 21:13:08 main:581] : INFO : Epoch 998 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 2011.77 ms [2020-12-21 21:13:10 main:581] : INFO : Epoch 999 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 2015.51 ms [2020-12-21 21:13:12 main:581] : INFO : Epoch 1000 | loss: 0.031161 | val_loss: 0.0311687 | Time: 2013.67 ms [2020-12-21 21:13:14 main:581] : INFO : Epoch 1001 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 2032.14 ms [2020-12-21 21:13:16 main:581] : INFO : Epoch 1002 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 2026.17 ms [2020-12-21 21:13:18 main:581] : INFO : Epoch 1003 | loss: 0.0311589 | val_loss: 0.0311647 | Time: 2018.03 ms [2020-12-21 21:13:20 main:581] : INFO : Epoch 1004 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 2029.28 ms [2020-12-21 21:13:22 main:581] : INFO : Epoch 1005 | loss: 0.0311609 | val_loss: 0.0311659 | Time: 2014.67 ms [2020-12-21 21:13:24 main:581] : INFO : Epoch 1006 | loss: 0.0311585 | val_loss: 0.031167 | Time: 2019.9 ms [2020-12-21 21:13:26 main:581] : INFO : Epoch 1007 | loss: 0.031159 | val_loss: 0.0311664 | Time: 2008.63 ms [2020-12-21 21:13:28 main:581] : INFO : Epoch 1008 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 2013.99 ms [2020-12-21 21:13:30 main:581] : INFO : Epoch 1009 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 2014.81 ms [2020-12-21 21:13:32 main:581] : INFO : Epoch 1010 | loss: 0.0311586 | val_loss: 0.0311614 | Time: 2009.74 ms [2020-12-21 21:13:34 main:581] : INFO : Epoch 1011 | loss: 0.0311604 | val_loss: 0.0311656 | Time: 2009.41 ms [2020-12-21 21:13:36 main:581] : INFO : Epoch 1012 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 2022.61 ms [2020-12-21 21:13:38 main:581] : INFO : Epoch 1013 | loss: 0.031159 | val_loss: 0.031166 | Time: 2021.15 ms [2020-12-21 21:13:40 main:581] : INFO : Epoch 1014 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 2023.93 ms [2020-12-21 21:13:42 main:581] : INFO : Epoch 1015 | loss: 0.0311584 | val_loss: 0.031164 | Time: 2010.16 ms [2020-12-21 21:13:44 main:581] : INFO : Epoch 1016 | loss: 0.0311574 | val_loss: 0.031166 | Time: 2013.17 ms [2020-12-21 21:13:46 main:581] : INFO : Epoch 1017 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2008.95 ms [2020-12-21 21:13:48 main:581] : INFO : Epoch 1018 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 2018.22 ms [2020-12-21 21:13:50 main:581] : INFO : Epoch 1019 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 2022.27 ms [2020-12-21 21:13:52 main:581] : INFO : Epoch 1020 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 2023.74 ms [2020-12-21 21:13:54 main:581] : INFO : Epoch 1021 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 2017.79 ms [2020-12-21 21:13:56 main:581] : INFO : Epoch 1022 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2017.48 ms [2020-12-21 21:13:58 main:581] : INFO : Epoch 1023 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 2017.22 ms [2020-12-21 21:14:00 main:581] : INFO : Epoch 1024 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 2023.59 ms [2020-12-21 21:14:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311657 [2020-12-21 21:14:00 main:610] : INFO : Saving end state to config to file [2020-12-21 21:14:00 main:615] : INFO : Success, exiting.. 21:14:00 (1978615): 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)