Task 3365793
| Name | ParityModified-1605453455-14655-5_2 |
| Workunit | 1495202 |
| Created | 20 Dec 2020, 19:26:10 UTC |
| Sent | 20 Dec 2020, 19:34:44 UTC |
| Report deadline | 27 Dec 2020, 19:34:44 UTC |
| Received | 21 Dec 2020, 9:23:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 22 sec |
| CPU time | 34 min 18 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311746 | val_loss: 0.0311739 | Time: 2024.98 ms [2020-12-21 03:39:48 main:581] : INFO : Epoch 511 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 2008.73 ms [2020-12-21 03:39:50 main:581] : INFO : Epoch 512 | loss: 0.0311713 | val_loss: 0.0311712 | Time: 2014.53 ms [2020-12-21 03:39:53 main:581] : INFO : Epoch 513 | loss: 0.0311714 | val_loss: 0.0311723 | Time: 2019.25 ms [2020-12-21 03:39:55 main:581] : INFO : Epoch 514 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 2016.37 ms [2020-12-21 03:39:57 main:581] : INFO : Epoch 515 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 2008.83 ms [2020-12-21 03:39:59 main:581] : INFO : Epoch 516 | loss: 0.0311767 | val_loss: 0.0311768 | Time: 2000.44 ms [2020-12-21 03:40:01 main:581] : INFO : Epoch 517 | loss: 0.0311766 | val_loss: 0.0311752 | Time: 2024.27 ms [2020-12-21 03:40:03 main:581] : INFO : Epoch 518 | loss: 0.031176 | val_loss: 0.0311767 | Time: 2005.91 ms [2020-12-21 03:40:05 main:581] : INFO : Epoch 519 | loss: 0.0311772 | val_loss: 0.031177 | Time: 2009.59 ms [2020-12-21 03:40:07 main:581] : INFO : Epoch 520 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 2005.53 ms [2020-12-21 03:40:09 main:581] : INFO : Epoch 521 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 1998.8 ms [2020-12-21 03:40:11 main:581] : INFO : Epoch 522 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 2006.36 ms [2020-12-21 03:40:13 main:581] : INFO : Epoch 523 | loss: 0.0311814 | val_loss: 0.0311775 | Time: 1999.75 ms [2020-12-21 03:40:15 main:581] : INFO : Epoch 524 | loss: 0.0311795 | val_loss: 0.031179 | Time: 1999.72 ms [2020-12-21 03:40:17 main:581] : INFO : Epoch 525 | loss: 0.0311787 | val_loss: 0.0311739 | Time: 2012.99 ms [2020-12-21 03:40:19 main:581] : INFO : Epoch 526 | loss: 0.0311758 | val_loss: 0.0311733 | Time: 2020.31 ms [2020-12-21 03:40:21 main:581] : INFO : Epoch 527 | loss: 0.0311739 | val_loss: 0.0311729 | Time: 2019.61 ms [2020-12-21 03:40:23 main:581] : INFO : Epoch 528 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 2021.07 ms [2020-12-21 03:40:25 main:581] : INFO : Epoch 529 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 2019.6 ms [2020-12-21 03:40:27 main:581] : INFO : Epoch 530 | loss: 0.0311723 | val_loss: 0.031176 | Time: 2027.39 ms [2020-12-21 03:40:29 main:581] : INFO : Epoch 531 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 2007.14 ms [2020-12-21 03:40:31 main:581] : INFO : Epoch 532 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 2025.34 ms [2020-12-21 03:40:33 main:581] : INFO : Epoch 533 | loss: 0.0311718 | val_loss: 0.0311761 | Time: 2029 ms [2020-12-21 03:40:35 main:581] : INFO : Epoch 534 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 2022.01 ms [2020-12-21 03:40:37 main:581] : INFO : Epoch 535 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 2024.52 ms [2020-12-21 03:40:39 main:581] : INFO : Epoch 536 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 2029.49 ms [2020-12-21 03:40:41 main:581] : INFO : Epoch 537 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 2010.81 ms [2020-12-21 03:40:43 main:581] : INFO : Epoch 538 | loss: 0.031171 | val_loss: 0.031175 | Time: 2024.02 ms [2020-12-21 03:40:45 main:581] : INFO : Epoch 539 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 2023.43 ms [2020-12-21 03:40:47 main:581] : INFO : Epoch 540 | loss: 0.0311707 | val_loss: 0.031178 | Time: 2020.7 ms [2020-12-21 03:40:49 main:581] : INFO : Epoch 541 | loss: 0.0311746 | val_loss: 0.0311731 | Time: 2020.3 ms [2020-12-21 03:40:51 main:581] : INFO : Epoch 542 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 2022.92 ms [2020-12-21 03:40:53 main:581] : INFO : Epoch 543 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 2025.96 ms [2020-12-21 03:40:55 main:581] : INFO : Epoch 544 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 2018.9 ms [2020-12-21 03:40:57 main:581] : INFO : Epoch 545 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 2026.76 ms [2020-12-21 03:40:59 main:581] : INFO : Epoch 546 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 2019.79 ms [2020-12-21 03:41:01 main:581] : INFO : Epoch 547 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 2015.85 ms [2020-12-21 03:41:03 main:581] : INFO : Epoch 548 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 2014.82 ms [2020-12-21 03:41:05 main:581] : INFO : Epoch 549 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 2015.38 ms [2020-12-21 03:41:07 main:581] : INFO : Epoch 550 | loss: 0.0311672 | val_loss: 0.03118 | Time: 2015.17 ms [2020-12-21 03:41:09 main:581] : INFO : Epoch 551 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 2005.91 ms [2020-12-21 03:41:11 main:581] : INFO : Epoch 552 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 2018.77 ms [2020-12-21 03:41:13 main:581] : INFO : Epoch 553 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2021.14 ms [2020-12-21 03:41:15 main:581] : INFO : Epoch 554 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2020.05 ms [2020-12-21 03:41:17 main:581] : INFO : Epoch 555 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2017.75 ms [2020-12-21 03:41:19 main:581] : INFO : Epoch 556 | loss: 0.0311648 | val_loss: 0.031172 | Time: 2018.74 ms [2020-12-21 03:41:21 main:581] : INFO : Epoch 557 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 2019.07 ms [2020-12-21 03:41:23 main:581] : INFO : Epoch 558 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 2018.33 ms [2020-12-21 03:41:25 main:581] : INFO : Epoch 559 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 2019.3 ms [2020-12-21 03:41:27 main:581] : INFO : Epoch 560 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 2008.68 ms [2020-12-21 03:41:29 main:581] : INFO : Epoch 561 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2019.49 ms [2020-12-21 03:41:31 main:581] : INFO : Epoch 562 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 2020.94 ms [2020-12-21 03:41:33 main:581] : INFO : Epoch 563 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2018.06 ms [2020-12-21 03:41:35 main:581] : INFO : Epoch 564 | loss: 0.0311651 | val_loss: 0.031171 | Time: 2030.1 ms [2020-12-21 03:41:37 main:581] : INFO : Epoch 565 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 2021.86 ms [2020-12-21 03:41:39 main:581] : INFO : Epoch 566 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 2025.43 ms [2020-12-21 03:41:41 main:581] : INFO : Epoch 567 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 2026.68 ms [2020-12-21 03:41:43 main:581] : INFO : Epoch 568 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 2022.17 ms [2020-12-21 03:41:45 main:581] : INFO : Epoch 569 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 2019.7 ms [2020-12-21 03:41:48 main:581] : INFO : Epoch 570 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 2020.02 ms [2020-12-21 03:41:50 main:581] : INFO : Epoch 571 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 2022.83 ms [2020-12-21 03:41:52 main:581] : INFO : Epoch 572 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 2024.55 ms [2020-12-21 03:41:54 main:581] : INFO : Epoch 573 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2027.47 ms [2020-12-21 03:41:56 main:581] : INFO : Epoch 574 | loss: 0.031168 | val_loss: 0.0311801 | Time: 2017.02 ms [2020-12-21 03:41:58 main:581] : INFO : Epoch 575 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 2012.22 ms [2020-12-21 03:42:00 main:581] : INFO : Epoch 576 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 2024.18 ms [2020-12-21 03:42:02 main:581] : INFO : Epoch 577 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 2025.84 ms [2020-12-21 03:42:04 main:581] : INFO : Epoch 578 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 2013.85 ms [2020-12-21 03:42:06 main:581] : INFO : Epoch 579 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 2031.1 ms [2020-12-21 03:42:08 main:581] : INFO : Epoch 580 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 2019.63 ms [2020-12-21 03:42:10 main:581] : INFO : Epoch 581 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2031.25 ms [2020-12-21 03:42:12 main:581] : INFO : Epoch 582 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 2021.1 ms [2020-12-21 03:42:14 main:581] : INFO : Epoch 583 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 2022.44 ms [2020-12-21 03:42:16 main:581] : INFO : Epoch 584 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 2022.48 ms [2020-12-21 03:42:18 main:581] : INFO : Epoch 585 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 2024.14 ms [2020-12-21 03:42:20 main:581] : INFO : Epoch 586 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2023.14 ms [2020-12-21 03:42:22 main:581] : INFO : Epoch 587 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 2022.74 ms [2020-12-21 03:42:24 main:581] : INFO : Epoch 588 | loss: 0.031165 | val_loss: 0.0311757 | Time: 2018.37 ms [2020-12-21 03:42:26 main:581] : INFO : Epoch 589 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 2025.78 ms [2020-12-21 03:42:28 main:581] : INFO : Epoch 590 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 2017.75 ms [2020-12-21 03:42:30 main:581] : INFO : Epoch 591 | loss: 0.031164 | val_loss: 0.0311777 | Time: 2031.27 ms [2020-12-21 03:42:32 main:581] : INFO : Epoch 592 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 2016.57 ms [2020-12-21 03:42:34 main:581] : INFO : Epoch 593 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 2022.32 ms [2020-12-21 03:42:36 main:581] : INFO : Epoch 594 | loss: 0.0311608 | val_loss: 0.0311764 | Time: 2007.96 ms [2020-12-21 03:42:38 main:581] : INFO : Epoch 595 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 2019.4 ms [2020-12-21 03:42:40 main:581] : INFO : Epoch 596 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 2024.24 ms [2020-12-21 03:42:42 main:581] : INFO : Epoch 597 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 2018.83 ms [2020-12-21 03:42:44 main:581] : INFO : Epoch 598 | loss: 0.0311621 | val_loss: 0.0311732 | Time: 2017.5 ms [2020-12-21 03:42:46 main:581] : INFO : Epoch 599 | loss: 0.0311614 | val_loss: 0.0311793 | Time: 2019.81 ms [2020-12-21 03:42:48 main:581] : INFO : Epoch 600 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2018.47 ms [2020-12-21 03:42:50 main:581] : INFO : Epoch 601 | loss: 0.0311632 | val_loss: 0.031172 | Time: 2024.99 ms [2020-12-21 03:42:52 main:581] : INFO : Epoch 602 | loss: 0.0311619 | val_loss: 0.0311805 | Time: 2017.3 ms [2020-12-21 03:42:54 main:581] : INFO : Epoch 603 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 2017.73 ms [2020-12-21 03:42:56 main:581] : INFO : Epoch 604 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2021.77 ms [2020-12-21 03:42:58 main:581] : INFO : Epoch 605 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 2022.63 ms [2020-12-21 03:43:00 main:581] : INFO : Epoch 606 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 2021.81 ms [2020-12-21 03:43:02 main:581] : INFO : Epoch 607 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 2018.12 ms [2020-12-21 03:43:04 main:581] : INFO : Epoch 608 | loss: 0.0311616 | val_loss: 0.0311731 | Time: 2019.11 ms [2020-12-21 03:43:06 main:581] : INFO : Epoch 609 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 2020.1 ms [2020-12-21 03:43:08 main:581] : INFO : Epoch 610 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 2022.45 ms [2020-12-21 03:43:10 main:581] : INFO : Epoch 611 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 2019.63 ms [2020-12-21 03:43:12 main:581] : INFO : Epoch 612 | loss: 0.0311638 | val_loss: 0.03117 | Time: 2015.88 ms [2020-12-21 03:43:14 main:581] : INFO : Epoch 613 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 2015.91 ms [2020-12-21 03:43:16 main:581] : INFO : Epoch 614 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 2008.78 ms [2020-12-21 03:43:18 main:581] : INFO : Epoch 615 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2012.52 ms [2020-12-21 03:43:20 main:581] : INFO : Epoch 616 | loss: 0.03116 | val_loss: 0.0311752 | Time: 2018.56 ms [2020-12-21 03:43:22 main:581] : INFO : Epoch 617 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 2020.65 ms [2020-12-21 03:43:25 main:581] : INFO : Epoch 618 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 2021.45 ms [2020-12-21 03:43:27 main:581] : INFO : Epoch 619 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 2019.73 ms [2020-12-21 03:43:29 main:581] : INFO : Epoch 620 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 2022.92 ms [2020-12-21 03:43:31 main:581] : INFO : Epoch 621 | loss: 0.03116 | val_loss: 0.0311716 | Time: 2019.99 ms [2020-12-21 03:43:33 main:581] : INFO : Epoch 622 | loss: 0.0311579 | val_loss: 0.031171 | Time: 2015.59 ms [2020-12-21 03:43:35 main:581] : INFO : Epoch 623 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 2027.43 ms [2020-12-21 03:43:37 main:581] : INFO : Epoch 624 | loss: 0.031158 | val_loss: 0.0311744 | Time: 2020.91 ms [2020-12-21 03:43:39 main:581] : INFO : Epoch 625 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 2015.72 ms [2020-12-21 03:43:41 main:581] : INFO : Epoch 626 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 2014.73 ms [2020-12-21 03:43:43 main:581] : INFO : Epoch 627 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 2021.96 ms [2020-12-21 03:43:45 main:581] : INFO : Epoch 628 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2019.3 ms [2020-12-21 03:43:47 main:581] : INFO : Epoch 629 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 2018.92 ms [2020-12-21 03:43:49 main:581] : INFO : Epoch 630 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 2020.85 ms [2020-12-21 03:43:51 main:581] : INFO : Epoch 631 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 2018.7 ms [2020-12-21 03:43:53 main:581] : INFO : Epoch 632 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 2014.14 ms [2020-12-21 03:43:55 main:581] : INFO : Epoch 633 | loss: 0.0311625 | val_loss: 0.0311735 | Time: 2015.84 ms [2020-12-21 03:43:57 main:581] : INFO : Epoch 634 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2016.77 ms [2020-12-21 03:43:59 main:581] : INFO : Epoch 635 | loss: 0.0311588 | val_loss: 0.0311693 | Time: 2010.16 ms [2020-12-21 03:44:01 main:581] : INFO : Epoch 636 | loss: 0.0311597 | val_loss: 0.0311738 | Time: 2011.19 ms [2020-12-21 03:44:03 main:581] : INFO : Epoch 637 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 2020.72 ms [2020-12-21 03:44:05 main:581] : INFO : Epoch 638 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2007.88 ms [2020-12-21 03:44:07 main:581] : INFO : Epoch 639 | loss: 0.0311682 | val_loss: 0.0311744 | Time: 2023.34 ms [2020-12-21 03:44:09 main:581] : INFO : Epoch 640 | loss: 0.0311661 | val_loss: 0.031176 | Time: 2020.85 ms [2020-12-21 03:44:11 main:581] : INFO : Epoch 641 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 2019.83 ms [2020-12-21 03:44:13 main:581] : INFO : Epoch 642 | loss: 0.0311711 | val_loss: 0.0311886 | Time: 2018.31 ms [2020-12-21 03:44:15 main:581] : INFO : Epoch 643 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 2016.5 ms [2020-12-21 03:44:17 main:581] : INFO : Epoch 644 | loss: 0.031162 | val_loss: 0.0311702 | Time: 2006.42 ms [2020-12-21 03:44:19 main:581] : INFO : Epoch 645 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 2014.59 ms [2020-12-21 03:44:21 main:581] : INFO : Epoch 646 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2017.75 ms [2020-12-21 03:44:23 main:581] : INFO : Epoch 647 | loss: 0.0311594 | val_loss: 0.0311792 | Time: 2016.5 ms [2020-12-21 03:44:25 main:581] : INFO : Epoch 648 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2011.99 ms [2020-12-21 03:44:27 main:581] : INFO : Epoch 649 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 2017.88 ms [2020-12-21 03:44:29 main:581] : INFO : Epoch 650 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 2021.22 ms [2020-12-21 03:44:31 main:581] : INFO : Epoch 651 | loss: 0.0311627 | val_loss: 0.0311687 | Time: 2016.38 ms [2020-12-21 03:44:33 main:581] : INFO : Epoch 652 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 2010.38 ms [2020-12-21 03:44:35 main:581] : INFO : Epoch 653 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 2030.42 ms [2020-12-21 03:44:37 main:581] : INFO : Epoch 654 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 2018.87 ms [2020-12-21 03:44:39 main:581] : INFO : Epoch 655 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 2017.76 ms [2020-12-21 03:44:41 main:581] : INFO : Epoch 656 | loss: 0.031157 | val_loss: 0.0311704 | Time: 2019.2 ms [2020-12-21 03:44:43 main:581] : INFO : Epoch 657 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2009.32 ms [2020-12-21 03:44:45 main:581] : INFO : Epoch 658 | loss: 0.0311553 | val_loss: 0.0311704 | Time: 2015.85 ms [2020-12-21 03:44:47 main:581] : INFO : Epoch 659 | loss: 0.0311584 | val_loss: 0.0311718 | Time: 2020.51 ms [2020-12-21 03:44:49 main:581] : INFO : Epoch 660 | loss: 0.031166 | val_loss: 0.0311743 | Time: 2009.13 ms [2020-12-21 03:44:51 main:581] : INFO : Epoch 661 | loss: 0.031162 | val_loss: 0.0311698 | Time: 2020.09 ms [2020-12-21 03:44:53 main:581] : INFO : Epoch 662 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2019.86 ms [2020-12-21 03:44:55 main:581] : INFO : Epoch 663 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 2018.4 ms [2020-12-21 03:44:57 main:581] : INFO : Epoch 664 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 2019.38 ms [2020-12-21 03:44:59 main:581] : INFO : Epoch 665 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 2017.39 ms [2020-12-21 03:45:01 main:581] : INFO : Epoch 666 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2016.25 ms [2020-12-21 03:45:03 main:581] : INFO : Epoch 667 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 2018.19 ms [2020-12-21 03:45:05 main:581] : INFO : Epoch 668 | loss: 0.031169 | val_loss: 0.0311754 | Time: 2010.08 ms [2020-12-21 03:45:07 main:581] : INFO : Epoch 669 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2015.42 ms [2020-12-21 03:45:09 main:581] : INFO : Epoch 670 | loss: 0.0311667 | val_loss: 0.031178 | Time: 2019.94 ms [2020-12-21 03:45:11 main:581] : INFO : Epoch 671 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2016.11 ms [2020-12-21 03:45:13 main:581] : INFO : Epoch 672 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 2018.61 ms [2020-12-21 03:45:15 main:581] : INFO : Epoch 673 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 2018.59 ms [2020-12-21 03:45:17 main:581] : INFO : Epoch 674 | loss: 0.0311631 | val_loss: 0.0311751 | Time: 2018.36 ms [2020-12-21 03:45:20 main:581] : INFO : Epoch 675 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 2020.36 ms [2020-12-21 03:45:22 main:581] : INFO : Epoch 676 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 2017.3 ms [2020-12-21 03:45:24 main:581] : INFO : Epoch 677 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 2010.93 ms [2020-12-21 03:45:26 main:581] : INFO : Epoch 678 | loss: 0.0311653 | val_loss: 0.031172 | Time: 2016.28 ms [2020-12-21 03:45:28 main:581] : INFO : Epoch 679 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 2015.76 ms [2020-12-21 03:45:30 main:581] : INFO : Epoch 680 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 2004.89 ms [2020-12-21 03:45:32 main:581] : INFO : Epoch 681 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 2014.46 ms [2020-12-21 03:45:34 main:581] : INFO : Epoch 682 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 2019 ms [2020-12-21 03:45:36 main:581] : INFO : Epoch 683 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 2016.59 ms [2020-12-21 03:45:38 main:581] : INFO : Epoch 684 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2014.28 ms [2020-12-21 03:45:40 main:581] : INFO : Epoch 685 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2008.88 ms [2020-12-21 03:45:42 main:581] : INFO : Epoch 686 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 2012.47 ms [2020-12-21 03:45:44 main:581] : INFO : Epoch 687 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 2016.37 ms [2020-12-21 03:45:46 main:581] : INFO : Epoch 688 | loss: 0.0311634 | val_loss: 0.031176 | Time: 2016.15 ms [2020-12-21 03:45:48 main:581] : INFO : Epoch 689 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 2009.83 ms [2020-12-21 03:45:50 main:581] : INFO : Epoch 690 | loss: 0.0311579 | val_loss: 0.0311727 | Time: 2016.35 ms [2020-12-21 03:45:52 main:581] : INFO : Epoch 691 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 2009.65 ms [2020-12-21 03:45:54 main:581] : INFO : Epoch 692 | loss: 0.0311596 | val_loss: 0.0311784 | Time: 2025.37 ms [2020-12-21 03:45:56 main:581] : INFO : Epoch 693 | loss: 0.031164 | val_loss: 0.0311724 | Time: 2021.5 ms [2020-12-21 03:45:58 main:581] : INFO : Epoch 694 | loss: 0.031163 | val_loss: 0.0311845 | Time: 2010.6 ms [2020-12-21 03:46:00 main:581] : INFO : Epoch 695 | loss: 0.0311633 | val_loss: 0.031174 | Time: 2020.01 ms [2020-12-21 03:46:02 main:581] : INFO : Epoch 696 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 2016.69 ms [2020-12-21 03:46:04 main:581] : INFO : Epoch 697 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2007.44 ms [2020-12-21 03:46:06 main:581] : INFO : Epoch 698 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2017.61 ms [2020-12-21 03:46:08 main:581] : INFO : Epoch 699 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 2033.29 ms [2020-12-21 03:46:10 main:581] : INFO : Epoch 700 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2012.69 ms [2020-12-21 03:46:12 main:581] : INFO : Epoch 701 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 2000.33 ms [2020-12-21 03:46:14 main:581] : INFO : Epoch 702 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 2009.63 ms [2020-12-21 03:46:16 main:581] : INFO : Epoch 703 | loss: 0.031158 | val_loss: 0.0311697 | Time: 2003.93 ms [2020-12-21 03:46:18 main:581] : INFO : Epoch 704 | loss: 0.031161 | val_loss: 0.0311756 | Time: 2011.59 ms [2020-12-21 03:46:20 main:581] : INFO : Epoch 705 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 2007.91 ms [2020-12-21 03:46:22 main:581] : INFO : Epoch 706 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2006.37 ms [2020-12-21 03:46:24 main:581] : INFO : Epoch 707 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 1998.34 ms [2020-12-21 03:46:26 main:581] : INFO : Epoch 708 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 2013.04 ms [2020-12-21 03:46:28 main:581] : INFO : Epoch 709 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 2013.67 ms [2020-12-21 03:46:30 main:581] : INFO : Epoch 710 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 2012.74 ms [2020-12-21 03:46:32 main:581] : INFO : Epoch 711 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2004.53 ms [2020-12-21 03:46:34 main:581] : INFO : Epoch 712 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2021.01 ms [2020-12-21 03:46:36 main:581] : INFO : Epoch 713 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 2015.64 ms [2020-12-21 03:46:38 main:581] : INFO : Epoch 714 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 2014.99 ms [2020-12-21 03:46:40 main:581] : INFO : Epoch 715 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 2006.14 ms [2020-12-21 03:46:42 main:581] : INFO : Epoch 716 | loss: 0.031161 | val_loss: 0.0311704 | Time: 2003.42 ms [2020-12-21 03:46:44 main:581] : INFO : Epoch 717 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 2015.13 ms [2020-12-21 03:46:46 main:581] : INFO : Epoch 718 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2013.94 ms [2020-12-21 03:46:48 main:581] : INFO : Epoch 719 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 2016.77 ms [2020-12-21 03:46:50 main:581] : INFO : Epoch 720 | loss: 0.0311614 | val_loss: 0.031171 | Time: 1994.78 ms [2020-12-21 03:46:52 main:581] : INFO : Epoch 721 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2007.91 ms [2020-12-21 03:46:54 main:581] : INFO : Epoch 722 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 2020.11 ms [2020-12-21 03:46:56 main:581] : INFO : Epoch 723 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 2017.23 ms [2020-12-21 03:46:58 main:581] : INFO : Epoch 724 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 2015.5 ms [2020-12-21 03:47:00 main:581] : INFO : Epoch 725 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 2017.13 ms [2020-12-21 03:47:02 main:581] : INFO : Epoch 726 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2007.44 ms [2020-12-21 03:47:04 main:581] : INFO : Epoch 727 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 2014.45 ms [2020-12-21 03:47:06 main:581] : INFO : Epoch 728 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 2014.99 ms [2020-12-21 03:47:08 main:581] : INFO : Epoch 729 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 2018.77 ms [2020-12-21 03:47:10 main:581] : INFO : Epoch 730 | loss: 0.031158 | val_loss: 0.0311703 | Time: 2016.32 ms [2020-12-21 03:47:12 main:581] : INFO : Epoch 731 | loss: 0.0311576 | val_loss: 0.0311718 | Time: 2013.74 ms [2020-12-21 03:47:14 main:581] : INFO : Epoch 732 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 2014.21 ms [2020-12-21 03:47:16 main:581] : INFO : Epoch 733 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 2005.23 ms [2020-12-21 03:47:18 main:581] : INFO : Epoch 734 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 2009.27 ms [2020-12-21 03:47:20 main:581] : INFO : Epoch 735 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 2017.75 ms [2020-12-21 03:47:22 main:581] : INFO : Epoch 736 | loss: 0.0311583 | val_loss: 0.031172 | Time: 2017.05 ms [2020-12-21 03:47:24 main:581] : INFO : Epoch 737 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 2014.62 ms [2020-12-21 03:47:26 main:581] : INFO : Epoch 738 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 2012.52 ms [2020-12-21 03:47:28 main:581] : INFO : Epoch 739 | loss: 0.0311574 | val_loss: 0.0311773 | Time: 2013.03 ms [2020-12-21 03:47:30 main:581] : INFO : Epoch 740 | loss: 0.03116 | val_loss: 0.0311698 | Time: 2007.23 ms [2020-12-21 03:47:32 main:581] : INFO : Epoch 741 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2004.7 ms [2020-12-21 03:47:34 main:581] : INFO : Epoch 742 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 2015.08 ms [2020-12-21 03:47:36 main:581] : INFO : Epoch 743 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2018.66 ms [2020-12-21 03:47:38 main:581] : INFO : Epoch 744 | loss: 0.0311624 | val_loss: 0.0311765 | Time: 2011.24 ms [2020-12-21 03:47:40 main:581] : INFO : Epoch 745 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 2008.44 ms [2020-12-21 03:47:42 main:581] : INFO : Epoch 746 | loss: 0.0311623 | val_loss: 0.0311682 | Time: 2015.29 ms [2020-12-21 03:47:44 main:581] : INFO : Epoch 747 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 2015.06 ms [2020-12-21 03:47:46 main:581] : INFO : Epoch 748 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 2005.17 ms [2020-12-21 03:47:48 main:581] : INFO : Epoch 749 | loss: 0.0311577 | val_loss: 0.0311652 | Time: 2014.42 ms [2020-12-21 03:47:50 main:581] : INFO : Epoch 750 | loss: 0.0311555 | val_loss: 0.0311656 | Time: 2015.44 ms [2020-12-21 03:47:53 main:581] : INFO : Epoch 751 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 2013.08 ms [2020-12-21 03:47:55 main:581] : INFO : Epoch 752 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 2016.22 ms [2020-12-21 03:47:57 main:581] : INFO : Epoch 753 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 2008.46 ms [2020-12-21 03:47:59 main:581] : INFO : Epoch 754 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 2018.06 ms [2020-12-21 03:48:01 main:581] : INFO : Epoch 755 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 2005.51 ms [2020-12-21 03:48:03 main:581] : INFO : Epoch 756 | loss: 0.0311605 | val_loss: 0.0311769 | Time: 2014.27 ms [2020-12-21 03:48:05 main:581] : INFO : Epoch 757 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 2016.32 ms [2020-12-21 03:48:07 main:581] : INFO : Epoch 758 | loss: 0.0311587 | val_loss: 0.0311792 | Time: 2004.01 ms [2020-12-21 03:48:09 main:581] : INFO : Epoch 759 | loss: 0.0311594 | val_loss: 0.0311678 | Time: 2010.12 ms [2020-12-21 03:48:11 main:581] : INFO : Epoch 760 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 2005.24 ms [2020-12-21 03:48:13 main:581] : INFO : Epoch 761 | loss: 0.031158 | val_loss: 0.0311753 | Time: 2014.23 ms [2020-12-21 03:48:15 main:581] : INFO : Epoch 762 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 2012.15 ms [2020-12-21 03:48:17 main:581] : INFO : Epoch 763 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 2014.5 ms [2020-12-21 03:48:19 main:581] : INFO : Epoch 764 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 2011.32 ms [2020-12-21 03:48:21 main:581] : INFO : Epoch 765 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 2004.7 ms [2020-12-21 03:48:23 main:581] : INFO : Epoch 766 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2013.63 ms [2020-12-21 03:48:25 main:581] : INFO : Epoch 767 | loss: 0.0311615 | val_loss: 0.0311668 | Time: 2012.42 ms [2020-12-21 03:48:27 main:581] : INFO : Epoch 768 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2012.93 ms [2020-12-21 03:48:29 main:581] : INFO : Epoch 769 | loss: 0.03116 | val_loss: 0.031168 | Time: 2003.07 ms [2020-12-21 03:48:31 main:581] : INFO : Epoch 770 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 2012.66 ms [2020-12-21 03:48:33 main:581] : INFO : Epoch 771 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 2004.67 ms [2020-12-21 03:48:35 main:581] : INFO : Epoch 772 | loss: 0.0311553 | val_loss: 0.0311682 | Time: 2002.28 ms [2020-12-21 03:48:37 main:581] : INFO : Epoch 773 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 2010.97 ms [2020-12-21 03:48:39 main:581] : INFO : Epoch 774 | loss: 0.031156 | val_loss: 0.0311753 | Time: 2011.19 ms [2020-12-21 03:48:41 main:581] : INFO : Epoch 775 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 1999.94 ms [2020-12-21 03:48:43 main:581] : INFO : Epoch 776 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 2012.62 ms [2020-12-21 03:48:45 main:581] : INFO : Epoch 777 | loss: 0.0311558 | val_loss: 0.0311694 | Time: 2013.88 ms [2020-12-21 03:48:47 main:581] : INFO : Epoch 778 | loss: 0.031154 | val_loss: 0.0311684 | Time: 2013.15 ms [2020-12-21 03:48:49 main:581] : INFO : Epoch 779 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 2013.07 ms [2020-12-21 03:48:51 main:581] : INFO : Epoch 780 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 2002.54 ms [2020-12-21 03:48:53 main:581] : INFO : Epoch 781 | loss: 0.0311568 | val_loss: 0.0311742 | Time: 2010.51 ms [2020-12-21 03:48:55 main:581] : INFO : Epoch 782 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 2010.33 ms [2020-12-21 03:48:57 main:581] : INFO : Epoch 783 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 2002.03 ms [2020-12-21 03:48:59 main:581] : INFO : Epoch 784 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 2016.7 ms [2020-12-21 03:49:01 main:581] : INFO : Epoch 785 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 2010.73 ms [2020-12-21 03:49:03 main:581] : INFO : Epoch 786 | loss: 0.0311566 | val_loss: 0.03117 | Time: 2002.71 ms [2020-12-21 03:49:05 main:581] : INFO : Epoch 787 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2009.39 ms [2020-12-21 03:49:07 main:581] : INFO : Epoch 788 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 2006.99 ms [2020-12-21 03:49:09 main:581] : INFO : Epoch 789 | loss: 0.0311559 | val_loss: 0.0311799 | Time: 2002.73 ms [2020-12-21 03:49:11 main:581] : INFO : Epoch 790 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2002.19 ms [2020-12-21 03:49:13 main:581] : INFO : Epoch 791 | loss: 0.0311549 | val_loss: 0.0311695 | Time: 2005.1 ms [2020-12-21 03:49:15 main:581] : INFO : Epoch 792 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 2012.13 ms [2020-12-21 03:49:17 main:581] : INFO : Epoch 793 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 2009.72 ms [2020-12-21 03:49:19 main:581] : INFO : Epoch 794 | loss: 0.0311515 | val_loss: 0.031169 | Time: 2002.46 ms [2020-12-21 03:49:21 main:581] : INFO : Epoch 795 | loss: 0.0311532 | val_loss: 0.0311726 | Time: 2010.52 ms [2020-12-21 03:49:23 main:581] : INFO : Epoch 796 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2008.11 ms [2020-12-21 03:49:25 main:581] : INFO : Epoch 797 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 2009.56 ms [2020-12-21 03:49:27 main:581] : INFO : Epoch 798 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 2012.12 ms [2020-12-21 03:49:29 main:581] : INFO : Epoch 799 | loss: 0.0311566 | val_loss: 0.0311758 | Time: 2010.56 ms [2020-12-21 03:49:31 main:581] : INFO : Epoch 800 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 2009.56 ms [2020-12-21 03:49:33 main:581] : INFO : Epoch 801 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 2000.97 ms [2020-12-21 03:49:35 main:581] : INFO : Epoch 802 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 2008.45 ms [2020-12-21 03:49:37 main:581] : INFO : Epoch 803 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 2008.71 ms [2020-12-21 03:49:39 main:581] : INFO : Epoch 804 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 2007.69 ms [2020-12-21 03:49:41 main:581] : INFO : Epoch 805 | loss: 0.031153 | val_loss: 0.0311686 | Time: 2011.03 ms [2020-12-21 03:49:43 main:581] : INFO : Epoch 806 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 2017.79 ms [2020-12-21 03:49:45 main:581] : INFO : Epoch 807 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 1998.67 ms [2020-12-21 03:49:47 main:581] : INFO : Epoch 808 | loss: 0.031157 | val_loss: 0.0311704 | Time: 2011.01 ms [2020-12-21 03:49:49 main:581] : INFO : Epoch 809 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 2009.79 ms [2020-12-21 03:49:51 main:581] : INFO : Epoch 810 | loss: 0.0311614 | val_loss: 0.0311737 | Time: 2007.15 ms [2020-12-21 03:49:53 main:581] : INFO : Epoch 811 | loss: 0.031161 | val_loss: 0.031172 | Time: 2006.49 ms [2020-12-21 03:49:55 main:581] : INFO : Epoch 812 | loss: 0.0311628 | val_loss: 0.0311734 | Time: 2000.42 ms [2020-12-21 03:49:57 main:581] : INFO : Epoch 813 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 2010.71 ms [2020-12-21 03:49:59 main:581] : INFO : Epoch 814 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 2000.13 ms [2020-12-21 03:50:01 main:581] : INFO : Epoch 815 | loss: 0.031161 | val_loss: 0.0311706 | Time: 2006.88 ms [2020-12-21 03:50:03 main:581] : INFO : Epoch 816 | loss: 0.0311614 | val_loss: 0.031171 | Time: 2008.77 ms [2020-12-21 03:50:05 main:581] : INFO : Epoch 817 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 1994.47 ms [2020-12-21 03:50:07 main:581] : INFO : Epoch 818 | loss: 0.0311584 | val_loss: 0.0311734 | Time: 2010.67 ms [2020-12-21 03:50:09 main:581] : INFO : Epoch 819 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 2009.99 ms [2020-12-21 03:50:11 main:581] : INFO : Epoch 820 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 2009.65 ms [2020-12-21 03:50:13 main:581] : INFO : Epoch 821 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 2010.42 ms [2020-12-21 03:50:15 main:581] : INFO : Epoch 822 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 2002.56 ms [2020-12-21 03:50:17 main:581] : INFO : Epoch 823 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 2000.25 ms [2020-12-21 03:50:19 main:581] : INFO : Epoch 824 | loss: 0.0311609 | val_loss: 0.0311758 | Time: 2014.93 ms [2020-12-21 03:50:21 main:581] : INFO : Epoch 825 | loss: 0.0311586 | val_loss: 0.0311751 | Time: 2005.63 ms [2020-12-21 03:50:23 main:581] : INFO : Epoch 826 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 2002.41 ms [2020-12-21 03:50:25 main:581] : INFO : Epoch 827 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 2010.4 ms [2020-12-21 03:50:27 main:581] : INFO : Epoch 828 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 2002.01 ms [2020-12-21 03:50:29 main:581] : INFO : Epoch 829 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2008.01 ms [2020-12-21 03:50:31 main:581] : INFO : Epoch 830 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 2004.72 ms [2020-12-21 03:50:33 main:581] : INFO : Epoch 831 | loss: 0.031158 | val_loss: 0.0311712 | Time: 1998.31 ms [2020-12-21 03:50:35 main:581] : INFO : Epoch 832 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 2007.7 ms [2020-12-21 03:50:37 main:581] : INFO : Epoch 833 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 2004.2 ms [2020-12-21 03:50:39 main:581] : INFO : Epoch 834 | loss: 0.0311557 | val_loss: 0.0311732 | Time: 2006.76 ms [2020-12-21 03:50:41 main:581] : INFO : Epoch 835 | loss: 0.0311555 | val_loss: 0.0311771 | Time: 2004.85 ms [2020-12-21 03:50:43 main:581] : INFO : Epoch 836 | loss: 0.031155 | val_loss: 0.031171 | Time: 2006.27 ms [2020-12-21 03:50:45 main:581] : INFO : Epoch 837 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 2006.62 ms [2020-12-21 03:50:47 main:581] : INFO : Epoch 838 | loss: 0.0311558 | val_loss: 0.0311713 | Time: 1998.4 ms [2020-12-21 03:50:49 main:581] : INFO : Epoch 839 | loss: 0.0311543 | val_loss: 0.0311737 | Time: 1998.2 ms [2020-12-21 03:50:51 main:581] : INFO : Epoch 840 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 2014.38 ms [2020-12-21 03:50:53 main:581] : INFO : Epoch 841 | loss: 0.0311589 | val_loss: 0.0311823 | Time: 1999.04 ms [2020-12-21 03:50:55 main:581] : INFO : Epoch 842 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 2011.11 ms [2020-12-21 03:50:57 main:581] : INFO : Epoch 843 | loss: 0.0311585 | val_loss: 0.0311805 | Time: 1996.31 ms [2020-12-21 03:50:59 main:581] : INFO : Epoch 844 | loss: 0.0311909 | val_loss: 0.0311928 | Time: 2006.8 ms [2020-12-21 03:51:01 main:581] : INFO : Epoch 845 | loss: 0.0314721 | val_loss: 0.0399915 | Time: 2007.48 ms [2020-12-21 03:51:03 main:581] : INFO : Epoch 846 | loss: 0.0385795 | val_loss: 0.0335971 | Time: 2005.36 ms [2020-12-21 03:51:05 main:581] : INFO : Epoch 847 | loss: 0.0338019 | val_loss: 0.0322366 | Time: 1997.32 ms [2020-12-21 03:51:07 main:581] : INFO : Epoch 848 | loss: 0.031524 | val_loss: 0.031285 | Time: 2007.53 ms [2020-12-21 03:51:09 main:581] : INFO : Epoch 849 | loss: 0.0312667 | val_loss: 0.031224 | Time: 2006.35 ms [2020-12-21 03:51:11 main:581] : INFO : Epoch 850 | loss: 0.0312217 | val_loss: 0.0312114 | Time: 2000.3 ms [2020-12-21 03:51:13 main:581] : INFO : Epoch 851 | loss: 0.0312124 | val_loss: 0.0312089 | Time: 2008.03 ms [2020-12-21 03:51:15 main:581] : INFO : Epoch 852 | loss: 0.0312075 | val_loss: 0.0312032 | Time: 2007.14 ms [2020-12-21 03:51:17 main:581] : INFO : Epoch 853 | loss: 0.0312032 | val_loss: 0.031202 | Time: 2002.53 ms [2020-12-21 03:51:19 main:581] : INFO : Epoch 854 | loss: 0.0312021 | val_loss: 0.031199 | Time: 2006.4 ms [2020-12-21 03:51:21 main:581] : INFO : Epoch 855 | loss: 0.0311988 | val_loss: 0.0311954 | Time: 1999.52 ms [2020-12-21 03:51:23 main:581] : INFO : Epoch 856 | loss: 0.0311956 | val_loss: 0.031194 | Time: 2004.17 ms [2020-12-21 03:51:25 main:581] : INFO : Epoch 857 | loss: 0.0311907 | val_loss: 0.0311911 | Time: 1996.15 ms [2020-12-21 03:51:27 main:581] : INFO : Epoch 858 | loss: 0.0311848 | val_loss: 0.0311859 | Time: 2006.99 ms [2020-12-21 03:51:29 main:581] : INFO : Epoch 859 | loss: 0.0311837 | val_loss: 0.0311954 | Time: 1998.73 ms [2020-12-21 03:51:31 main:581] : INFO : Epoch 860 | loss: 0.0311822 | val_loss: 0.031184 | Time: 2017.91 ms [2020-12-21 03:51:33 main:581] : INFO : Epoch 861 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 2002.58 ms [2020-12-21 03:51:35 main:581] : INFO : Epoch 862 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 1998.17 ms [2020-12-21 03:51:37 main:581] : INFO : Epoch 863 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 2008.63 ms [2020-12-21 03:51:39 main:581] : INFO : Epoch 864 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 1999.03 ms [2020-12-21 03:51:41 main:581] : INFO : Epoch 865 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 2004.27 ms [2020-12-21 03:51:43 main:581] : INFO : Epoch 866 | loss: 0.0311795 | val_loss: 0.031181 | Time: 2003.84 ms [2020-12-21 03:51:45 main:581] : INFO : Epoch 867 | loss: 0.031177 | val_loss: 0.0311807 | Time: 1998.25 ms [2020-12-21 03:51:47 main:581] : INFO : Epoch 868 | loss: 0.0311771 | val_loss: 0.0311873 | Time: 1999.9 ms [2020-12-21 03:51:49 main:581] : INFO : Epoch 869 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 1993.63 ms [2020-12-21 03:51:51 main:581] : INFO : Epoch 870 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 2009.6 ms [2020-12-21 03:51:53 main:581] : INFO : Epoch 871 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 2005.01 ms [2020-12-21 03:51:55 main:581] : INFO : Epoch 872 | loss: 0.031174 | val_loss: 0.0311794 | Time: 2000.53 ms [2020-12-21 03:51:57 main:581] : INFO : Epoch 873 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1994.61 ms [2020-12-21 03:51:59 main:581] : INFO : Epoch 874 | loss: 0.03117 | val_loss: 0.0311769 | Time: 1998.81 ms [2020-12-21 03:52:01 main:581] : INFO : Epoch 875 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 2002.76 ms [2020-12-21 03:52:03 main:581] : INFO : Epoch 876 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2003.34 ms [2020-12-21 03:52:05 main:581] : INFO : Epoch 877 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2002.2 ms [2020-12-21 03:52:07 main:581] : INFO : Epoch 878 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 2001.35 ms [2020-12-21 03:52:09 main:581] : INFO : Epoch 879 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 2005.84 ms [2020-12-21 03:52:11 main:581] : INFO : Epoch 880 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 2003.7 ms [2020-12-21 03:52:13 main:581] : INFO : Epoch 881 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1994.77 ms [2020-12-21 03:52:15 main:581] : INFO : Epoch 882 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 2000.6 ms [2020-12-21 03:52:17 main:581] : INFO : Epoch 883 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2011.78 ms [2020-12-21 03:52:19 main:581] : INFO : Epoch 884 | loss: 0.0311702 | val_loss: 0.031178 | Time: 1995.6 ms [2020-12-21 03:52:21 main:581] : INFO : Epoch 885 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2005.85 ms [2020-12-21 03:52:23 main:581] : INFO : Epoch 886 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 2007.5 ms [2020-12-21 03:52:25 main:581] : INFO : Epoch 887 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 2006.41 ms [2020-12-21 03:52:27 main:581] : INFO : Epoch 888 | loss: 0.031169 | val_loss: 0.031174 | Time: 2001.45 ms [2020-12-21 03:52:29 main:581] : INFO : Epoch 889 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 2006.05 ms [2020-12-21 03:52:31 main:581] : INFO : Epoch 890 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 2010.49 ms [2020-12-21 03:52:33 main:581] : INFO : Epoch 891 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 2006.92 ms [2020-12-21 03:52:35 main:581] : INFO : Epoch 892 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2009.91 ms [2020-12-21 03:52:37 main:581] : INFO : Epoch 893 | loss: 0.031165 | val_loss: 0.0311719 | Time: 2000.08 ms [2020-12-21 03:52:39 main:581] : INFO : Epoch 894 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 2013.81 ms [2020-12-21 03:52:41 main:581] : INFO : Epoch 895 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2008.2 ms [2020-12-21 03:52:43 main:581] : INFO : Epoch 896 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 2007.31 ms [2020-12-21 03:52:45 main:581] : INFO : Epoch 897 | loss: 0.0311729 | val_loss: 0.0311744 | Time: 2014.26 ms [2020-12-21 03:52:47 main:581] : INFO : Epoch 898 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 2001.73 ms [2020-12-21 03:52:49 main:581] : INFO : Epoch 899 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 2009.27 ms [2020-12-21 03:52:51 main:581] : INFO : Epoch 900 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 2007.68 ms [2020-12-21 03:52:53 main:581] : INFO : Epoch 901 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 2008.25 ms [2020-12-21 03:52:55 main:581] : INFO : Epoch 902 | loss: 0.0311683 | val_loss: 0.031173 | Time: 2006.64 ms [2020-12-21 03:52:58 main:581] : INFO : Epoch 903 | loss: 0.0311672 | val_loss: 0.031172 | Time: 2006.94 ms [2020-12-21 03:53:00 main:581] : INFO : Epoch 904 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 2008.55 ms [2020-12-21 03:53:02 main:581] : INFO : Epoch 905 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 2001.91 ms [2020-12-21 03:53:04 main:581] : INFO : Epoch 906 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 2020.07 ms [2020-12-21 03:53:06 main:581] : INFO : Epoch 907 | loss: 0.031164 | val_loss: 0.0311718 | Time: 1998.25 ms [2020-12-21 03:53:08 main:581] : INFO : Epoch 908 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2004.89 ms [2020-12-21 03:53:10 main:581] : INFO : Epoch 909 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2007.1 ms [2020-12-21 03:53:12 main:581] : INFO : Epoch 910 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 2011.23 ms [2020-12-21 03:53:14 main:581] : INFO : Epoch 911 | loss: 0.0311658 | val_loss: 0.031174 | Time: 2010.82 ms [2020-12-21 03:53:16 main:581] : INFO : Epoch 912 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 2008.85 ms [2020-12-21 03:53:18 main:581] : INFO : Epoch 913 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 2004 ms [2020-12-21 03:53:20 main:581] : INFO : Epoch 914 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 2005.78 ms [2020-12-21 03:53:22 main:581] : INFO : Epoch 915 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 2002.54 ms [2020-12-21 03:53:24 main:581] : INFO : Epoch 916 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 2004.7 ms [2020-12-21 03:53:26 main:581] : INFO : Epoch 917 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 2016.55 ms [2020-12-21 03:53:28 main:581] : INFO : Epoch 918 | loss: 0.0311619 | val_loss: 0.0311737 | Time: 2007.89 ms [2020-12-21 03:53:30 main:581] : INFO : Epoch 919 | loss: 0.0311611 | val_loss: 0.0311735 | Time: 2006.58 ms [2020-12-21 03:53:32 main:581] : INFO : Epoch 920 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 2007.84 ms [2020-12-21 03:53:34 main:581] : INFO : Epoch 921 | loss: 0.0311602 | val_loss: 0.031172 | Time: 2011.65 ms [2020-12-21 03:53:36 main:581] : INFO : Epoch 922 | loss: 0.0311601 | val_loss: 0.031172 | Time: 2008.94 ms [2020-12-21 03:53:38 main:581] : INFO : Epoch 923 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 2010.15 ms [2020-12-21 03:53:40 main:581] : INFO : Epoch 924 | loss: 0.0311656 | val_loss: 0.031173 | Time: 2009.79 ms [2020-12-21 03:53:42 main:581] : INFO : Epoch 925 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 2001.25 ms [2020-12-21 03:53:44 main:581] : INFO : Epoch 926 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2008.59 ms [2020-12-21 03:53:46 main:581] : INFO : Epoch 927 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2003.91 ms [2020-12-21 03:53:48 main:581] : INFO : Epoch 928 | loss: 0.0311626 | val_loss: 0.0311725 | Time: 2012.23 ms [2020-12-21 03:53:50 main:581] : INFO : Epoch 929 | loss: 0.0311616 | val_loss: 0.0311733 | Time: 2008.46 ms [2020-12-21 03:53:52 main:581] : INFO : Epoch 930 | loss: 0.0311616 | val_loss: 0.0311745 | Time: 2010.99 ms [2020-12-21 03:53:54 main:581] : INFO : Epoch 931 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 2002.06 ms [2020-12-21 03:53:56 main:581] : INFO : Epoch 932 | loss: 0.0311615 | val_loss: 0.031175 | Time: 2013.71 ms [2020-12-21 03:53:58 main:581] : INFO : Epoch 933 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 2011.74 ms [2020-12-21 03:54:00 main:581] : INFO : Epoch 934 | loss: 0.031163 | val_loss: 0.0311743 | Time: 2010.89 ms [2020-12-21 03:54:02 main:581] : INFO : Epoch 935 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 2010.21 ms [2020-12-21 03:54:04 main:581] : INFO : Epoch 936 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 2003.82 ms [2020-12-21 03:54:06 main:581] : INFO : Epoch 937 | loss: 0.0311621 | val_loss: 0.0311733 | Time: 2016.39 ms [2020-12-21 03:54:08 main:581] : INFO : Epoch 938 | loss: 0.0311615 | val_loss: 0.031173 | Time: 2011.81 ms [2020-12-21 03:54:10 main:581] : INFO : Epoch 939 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 2008.81 ms [2020-12-21 03:54:12 main:581] : INFO : Epoch 940 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 2007.93 ms [2020-12-21 03:54:14 main:581] : INFO : Epoch 941 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 2010.85 ms [2020-12-21 03:54:16 main:581] : INFO : Epoch 942 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 2009.92 ms [2020-12-21 03:54:18 main:581] : INFO : Epoch 943 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 2008.95 ms [2020-12-21 03:54:20 main:581] : INFO : Epoch 944 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 2009.24 ms [2020-12-21 03:54:22 main:581] : INFO : Epoch 945 | loss: 0.0311604 | val_loss: 0.031171 | Time: 2008.65 ms [2020-12-21 03:54:24 main:581] : INFO : Epoch 946 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 2006.48 ms [2020-12-21 03:54:26 main:581] : INFO : Epoch 947 | loss: 0.0311619 | val_loss: 0.031172 | Time: 2002.12 ms [2020-12-21 03:54:28 main:581] : INFO : Epoch 948 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 2010.19 ms [2020-12-21 03:54:30 main:581] : INFO : Epoch 949 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 2015.16 ms [2020-12-21 03:54:32 main:581] : INFO : Epoch 950 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2005.58 ms [2020-12-21 03:54:34 main:581] : INFO : Epoch 951 | loss: 0.0311604 | val_loss: 0.0311764 | Time: 2011.8 ms [2020-12-21 03:54:36 main:581] : INFO : Epoch 952 | loss: 0.0311624 | val_loss: 0.0311694 | Time: 2010.82 ms [2020-12-21 03:54:38 main:581] : INFO : Epoch 953 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 2010.73 ms [2020-12-21 03:54:40 main:581] : INFO : Epoch 954 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 2012.7 ms [2020-12-21 03:54:42 main:581] : INFO : Epoch 955 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 2005.25 ms [2020-12-21 03:54:44 main:581] : INFO : Epoch 956 | loss: 0.0311605 | val_loss: 0.0311759 | Time: 1994.15 ms [2020-12-21 03:54:46 main:581] : INFO : Epoch 957 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 2009.96 ms [2020-12-21 03:54:48 main:581] : INFO : Epoch 958 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 2010.2 ms [2020-12-21 03:54:50 main:581] : INFO : Epoch 959 | loss: 0.031163 | val_loss: 0.0311718 | Time: 2017.61 ms [2020-12-21 03:54:52 main:581] : INFO : Epoch 960 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 2011.31 ms [2020-12-21 03:54:54 main:581] : INFO : Epoch 961 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 2003.41 ms [2020-12-21 03:54:56 main:581] : INFO : Epoch 962 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 2012.76 ms [2020-12-21 03:54:58 main:581] : INFO : Epoch 963 | loss: 0.0311602 | val_loss: 0.0311743 | Time: 2007.67 ms [2020-12-21 03:55:00 main:581] : INFO : Epoch 964 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 2010.19 ms [2020-12-21 03:55:02 main:581] : INFO : Epoch 965 | loss: 0.031161 | val_loss: 0.0311702 | Time: 2013.19 ms [2020-12-21 03:55:04 main:581] : INFO : Epoch 966 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 2014.56 ms [2020-12-21 03:55:06 main:581] : INFO : Epoch 967 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2005.95 ms [2020-12-21 03:55:08 main:581] : INFO : Epoch 968 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 2016.76 ms [2020-12-21 03:55:10 main:581] : INFO : Epoch 969 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 2011.74 ms [2020-12-21 03:55:12 main:581] : INFO : Epoch 970 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 2010.04 ms [2020-12-21 03:55:14 main:581] : INFO : Epoch 971 | loss: 0.0311638 | val_loss: 0.031169 | Time: 2000.16 ms [2020-12-21 03:55:16 main:581] : INFO : Epoch 972 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 2009.02 ms [2020-12-21 03:55:18 main:581] : INFO : Epoch 973 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 2000.03 ms [2020-12-21 03:55:20 main:581] : INFO : Epoch 974 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 2006.75 ms [2020-12-21 03:55:22 main:581] : INFO : Epoch 975 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 2006.81 ms [2020-12-21 03:55:24 main:581] : INFO : Epoch 976 | loss: 0.0311646 | val_loss: 0.031169 | Time: 2010.59 ms [2020-12-21 03:55:26 main:581] : INFO : Epoch 977 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 2011.05 ms [2020-12-21 03:55:28 main:581] : INFO : Epoch 978 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 2012.99 ms [2020-12-21 03:55:30 main:581] : INFO : Epoch 979 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 2008.01 ms [2020-12-21 03:55:32 main:581] : INFO : Epoch 980 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2012.65 ms [2020-12-21 03:55:34 main:581] : INFO : Epoch 981 | loss: 0.0311604 | val_loss: 0.0311704 | Time: 2009.83 ms [2020-12-21 03:55:36 main:581] : INFO : Epoch 982 | loss: 0.031163 | val_loss: 0.0311733 | Time: 2015.87 ms [2020-12-21 03:55:38 main:581] : INFO : Epoch 983 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 2016.02 ms [2020-12-21 03:55:40 main:581] : INFO : Epoch 984 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 2012.63 ms [2020-12-21 03:55:42 main:581] : INFO : Epoch 985 | loss: 0.031162 | val_loss: 0.0311668 | Time: 2011.53 ms [2020-12-21 03:55:44 main:581] : INFO : Epoch 986 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 2003.5 ms [2020-12-21 03:55:46 main:581] : INFO : Epoch 987 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 2014.98 ms [2020-12-21 03:55:48 main:581] : INFO : Epoch 988 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2019.36 ms [2020-12-21 03:55:50 main:581] : INFO : Epoch 989 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 2009.19 ms [2020-12-21 03:55:52 main:581] : INFO : Epoch 990 | loss: 0.031164 | val_loss: 0.0311713 | Time: 2013.16 ms [2020-12-21 03:55:54 main:581] : INFO : Epoch 991 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 2019.46 ms [2020-12-21 03:55:56 main:581] : INFO : Epoch 992 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 2004.96 ms [2020-12-21 03:55:58 main:581] : INFO : Epoch 993 | loss: 0.031166 | val_loss: 0.0311736 | Time: 2014.5 ms [2020-12-21 03:56:00 main:581] : INFO : Epoch 994 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 2016.75 ms [2020-12-21 03:56:02 main:581] : INFO : Epoch 995 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 2016.56 ms [2020-12-21 03:56:04 main:581] : INFO : Epoch 996 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 2004.87 ms [2020-12-21 03:56:06 main:581] : INFO : Epoch 997 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 2015.12 ms [2020-12-21 03:56:08 main:581] : INFO : Epoch 998 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2016.55 ms [2020-12-21 03:56:10 main:581] : INFO : Epoch 999 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 2017.47 ms [2020-12-21 03:56:12 main:581] : INFO : Epoch 1000 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2016.94 ms [2020-12-21 03:56:14 main:581] : INFO : Epoch 1001 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 2018.07 ms [2020-12-21 03:56:16 main:581] : INFO : Epoch 1002 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 2006.32 ms [2020-12-21 03:56:19 main:581] : INFO : Epoch 1003 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 2012.56 ms [2020-12-21 03:56:21 main:581] : INFO : Epoch 1004 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 2014.83 ms [2020-12-21 03:56:23 main:581] : INFO : Epoch 1005 | loss: 0.03117 | val_loss: 0.0311782 | Time: 2016.59 ms [2020-12-21 03:56:25 main:581] : INFO : Epoch 1006 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 2013.77 ms [2020-12-21 03:56:27 main:581] : INFO : Epoch 1007 | loss: 0.031168 | val_loss: 0.0311774 | Time: 2013.89 ms [2020-12-21 03:56:29 main:581] : INFO : Epoch 1008 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 2006.28 ms [2020-12-21 03:56:31 main:581] : INFO : Epoch 1009 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 2012.22 ms [2020-12-21 03:56:33 main:581] : INFO : Epoch 1010 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 2015.92 ms [2020-12-21 03:56:35 main:581] : INFO : Epoch 1011 | loss: 0.0311669 | val_loss: 0.031176 | Time: 2003.26 ms [2020-12-21 03:56:37 main:581] : INFO : Epoch 1012 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 2011.07 ms [2020-12-21 03:56:39 main:581] : INFO : Epoch 1013 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2011.22 ms [2020-12-21 03:56:41 main:581] : INFO : Epoch 1014 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 2013.48 ms [2020-12-21 03:56:43 main:581] : INFO : Epoch 1015 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 2013.74 ms [2020-12-21 03:56:45 main:581] : INFO : Epoch 1016 | loss: 0.0311779 | val_loss: 0.0311997 | Time: 2005.28 ms [2020-12-21 03:56:47 main:581] : INFO : Epoch 1017 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 2013.25 ms [2020-12-21 03:56:49 main:581] : INFO : Epoch 1018 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 2011.66 ms [2020-12-21 03:56:51 main:581] : INFO : Epoch 1019 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 2014.93 ms [2020-12-21 03:56:53 main:581] : INFO : Epoch 1020 | loss: 0.0311817 | val_loss: 0.03118 | Time: 2011.86 ms [2020-12-21 03:56:55 main:581] : INFO : Epoch 1021 | loss: 0.031182 | val_loss: 0.0311942 | Time: 2010.55 ms [2020-12-21 03:56:57 main:581] : INFO : Epoch 1022 | loss: 0.031184 | val_loss: 0.0311866 | Time: 2005.8 ms [2020-12-21 03:56:59 main:581] : INFO : Epoch 1023 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 2010.28 ms [2020-12-21 03:57:01 main:581] : INFO : Epoch 1024 | loss: 0.031191 | val_loss: 0.0311937 | Time: 2008.76 ms [2020-12-21 03:57:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311937 [2020-12-21 03:57:01 main:610] : INFO : Saving end state to config to file [2020-12-21 03:57:01 main:615] : INFO : Success, exiting.. 03:57:01 (3417321): 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)