Task 3366087
| Name | ParityMachine-1606531265-22795-6_0 |
| Workunit | 1624565 |
| Created | 20 Dec 2020, 21:16:22 UTC |
| Sent | 21 Dec 2020, 13:59:42 UTC |
| Report deadline | 28 Dec 2020, 13:59:42 UTC |
| Received | 22 Dec 2020, 3:57:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 23 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 | 10.48 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: 0.0310721 | val_loss: 0.0311698 | Time: 2012.79 ms
[2020-12-21 22:40:30 main:581] : INFO : Epoch 511 | loss: 0.0310746 | val_loss: 0.0311805 | Time: 2012.97 ms
[2020-12-21 22:40:32 main:581] : INFO : Epoch 512 | loss: 0.0310706 | val_loss: 0.0311744 | Time: 2019.38 ms
[2020-12-21 22:40:34 main:581] : INFO : Epoch 513 | loss: 0.0310666 | val_loss: 0.0311746 | Time: 2022.47 ms
[2020-12-21 22:40:36 main:581] : INFO : Epoch 514 | loss: 0.0310638 | val_loss: 0.0311719 | Time: 2020.08 ms
[2020-12-21 22:40:38 main:581] : INFO : Epoch 515 | loss: 0.0310617 | val_loss: 0.0311925 | Time: 2029.3 ms
[2020-12-21 22:40:40 main:581] : INFO : Epoch 516 | loss: 0.0310665 | val_loss: 0.0311699 | Time: 2024.48 ms
[2020-12-21 22:40:42 main:581] : INFO : Epoch 517 | loss: 0.0310661 | val_loss: 0.0311667 | Time: 2021.59 ms
[2020-12-21 22:40:44 main:581] : INFO : Epoch 518 | loss: 0.0310628 | val_loss: 0.031179 | Time: 2022.25 ms
[2020-12-21 22:40:46 main:581] : INFO : Epoch 519 | loss: 0.0310656 | val_loss: 0.0311807 | Time: 2021.25 ms
[2020-12-21 22:40:49 main:581] : INFO : Epoch 520 | loss: 0.0310666 | val_loss: 0.0311753 | Time: 2019.93 ms
[2020-12-21 22:40:51 main:581] : INFO : Epoch 521 | loss: 0.0310827 | val_loss: 0.0311811 | Time: 2018.56 ms
[2020-12-21 22:40:53 main:581] : INFO : Epoch 522 | loss: 0.031079 | val_loss: 0.0311771 | Time: 2020.52 ms
[2020-12-21 22:40:55 main:581] : INFO : Epoch 523 | loss: 0.0310748 | val_loss: 0.0311769 | Time: 2020.97 ms
[2020-12-21 22:40:57 main:581] : INFO : Epoch 524 | loss: 0.0310682 | val_loss: 0.0311839 | Time: 2019.97 ms
[2020-12-21 22:40:59 main:581] : INFO : Epoch 525 | loss: 0.0310635 | val_loss: 0.0311803 | Time: 2020.28 ms
[2020-12-21 22:41:01 main:581] : INFO : Epoch 526 | loss: 0.0310644 | val_loss: 0.031205 | Time: 2019.1 ms
[2020-12-21 22:41:03 main:581] : INFO : Epoch 527 | loss: 0.0310629 | val_loss: 0.0311876 | Time: 2019.73 ms
[2020-12-21 22:41:05 main:581] : INFO : Epoch 528 | loss: 0.031065 | val_loss: 0.0311803 | Time: 2030.53 ms
[2020-12-21 22:41:07 main:581] : INFO : Epoch 529 | loss: 0.0310627 | val_loss: 0.0311879 | Time: 2020.13 ms
[2020-12-21 22:41:09 main:581] : INFO : Epoch 530 | loss: 0.0310677 | val_loss: 0.0311894 | Time: 2020.71 ms
[2020-12-21 22:41:11 main:581] : INFO : Epoch 531 | loss: 0.0310734 | val_loss: 0.0311772 | Time: 2023.56 ms
[2020-12-21 22:41:13 main:581] : INFO : Epoch 532 | loss: 0.0310725 | val_loss: 0.0311854 | Time: 2019.97 ms
[2020-12-21 22:41:15 main:581] : INFO : Epoch 533 | loss: 0.0310634 | val_loss: 0.0311865 | Time: 2019.83 ms
[2020-12-21 22:41:17 main:581] : INFO : Epoch 534 | loss: 0.0310655 | val_loss: 0.0311814 | Time: 2020.13 ms
[2020-12-21 22:41:19 main:581] : INFO : Epoch 535 | loss: 0.0310649 | val_loss: 0.0311846 | Time: 2009.09 ms
[2020-12-21 22:41:21 main:581] : INFO : Epoch 536 | loss: 0.0310791 | val_loss: 0.0311735 | Time: 2022.86 ms
[2020-12-21 22:41:23 main:581] : INFO : Epoch 537 | loss: 0.0310783 | val_loss: 0.0311774 | Time: 2018.72 ms
[2020-12-21 22:41:25 main:581] : INFO : Epoch 538 | loss: 0.0310738 | val_loss: 0.0311799 | Time: 2031.31 ms
[2020-12-21 22:41:27 main:581] : INFO : Epoch 539 | loss: 0.03107 | val_loss: 0.0311871 | Time: 2020.19 ms
[2020-12-21 22:41:29 main:581] : INFO : Epoch 540 | loss: 0.0310649 | val_loss: 0.031176 | Time: 2020.51 ms
[2020-12-21 22:41:31 main:581] : INFO : Epoch 541 | loss: 0.0310607 | val_loss: 0.0311881 | Time: 2015.35 ms
[2020-12-21 22:41:33 main:581] : INFO : Epoch 542 | loss: 0.0310595 | val_loss: 0.0311839 | Time: 2016.44 ms
[2020-12-21 22:41:35 main:581] : INFO : Epoch 543 | loss: 0.0310579 | val_loss: 0.0311881 | Time: 2018.12 ms
[2020-12-21 22:41:37 main:581] : INFO : Epoch 544 | loss: 0.0310574 | val_loss: 0.0311705 | Time: 2018.2 ms
[2020-12-21 22:41:39 main:581] : INFO : Epoch 545 | loss: 0.0310562 | val_loss: 0.0311833 | Time: 2018.51 ms
[2020-12-21 22:41:41 main:581] : INFO : Epoch 546 | loss: 0.0310582 | val_loss: 0.0311782 | Time: 2029.36 ms
[2020-12-21 22:41:43 main:581] : INFO : Epoch 547 | loss: 0.0310602 | val_loss: 0.0311866 | Time: 2020.34 ms
[2020-12-21 22:41:45 main:581] : INFO : Epoch 548 | loss: 0.0310563 | val_loss: 0.0311811 | Time: 2023.33 ms
[2020-12-21 22:41:47 main:581] : INFO : Epoch 549 | loss: 0.031062 | val_loss: 0.0311868 | Time: 2014.9 ms
[2020-12-21 22:41:49 main:581] : INFO : Epoch 550 | loss: 0.0310601 | val_loss: 0.0311835 | Time: 2020.12 ms
[2020-12-21 22:41:51 main:581] : INFO : Epoch 551 | loss: 0.031061 | val_loss: 0.0311856 | Time: 2025.45 ms
[2020-12-21 22:41:53 main:581] : INFO : Epoch 552 | loss: 0.0310679 | val_loss: 0.0311994 | Time: 2014.34 ms
[2020-12-21 22:41:55 main:581] : INFO : Epoch 553 | loss: 0.0310617 | val_loss: 0.0311855 | Time: 2018.81 ms
[2020-12-21 22:41:57 main:581] : INFO : Epoch 554 | loss: 0.031064 | val_loss: 0.0311974 | Time: 2020.78 ms
[2020-12-21 22:41:59 main:581] : INFO : Epoch 555 | loss: 0.0310637 | val_loss: 0.0312041 | Time: 2021.28 ms
[2020-12-21 22:42:01 main:581] : INFO : Epoch 556 | loss: 0.0310656 | val_loss: 0.0311822 | Time: 2022.73 ms
[2020-12-21 22:42:03 main:581] : INFO : Epoch 557 | loss: 0.0310697 | val_loss: 0.0311793 | Time: 2018.57 ms
[2020-12-21 22:42:05 main:581] : INFO : Epoch 558 | loss: 0.0310639 | val_loss: 0.0311865 | Time: 2018.31 ms
[2020-12-21 22:42:07 main:581] : INFO : Epoch 559 | loss: 0.0310642 | val_loss: 0.0311821 | Time: 2015.56 ms
[2020-12-21 22:42:09 main:581] : INFO : Epoch 560 | loss: 0.031069 | val_loss: 0.031185 | Time: 2022.98 ms
[2020-12-21 22:42:11 main:581] : INFO : Epoch 561 | loss: 0.0310645 | val_loss: 0.0311873 | Time: 2020.28 ms
[2020-12-21 22:42:13 main:581] : INFO : Epoch 562 | loss: 0.0310645 | val_loss: 0.031181 | Time: 2022.66 ms
[2020-12-21 22:42:15 main:581] : INFO : Epoch 563 | loss: 0.0310614 | val_loss: 0.03118 | Time: 2020.55 ms
[2020-12-21 22:42:17 main:581] : INFO : Epoch 564 | loss: 0.0310648 | val_loss: 0.0311744 | Time: 2019.9 ms
[2020-12-21 22:42:19 main:581] : INFO : Epoch 565 | loss: 0.0310604 | val_loss: 0.0311929 | Time: 2026.37 ms
[2020-12-21 22:42:21 main:581] : INFO : Epoch 566 | loss: 0.0310532 | val_loss: 0.0311889 | Time: 2023.81 ms
[2020-12-21 22:42:24 main:581] : INFO : Epoch 567 | loss: 0.0310521 | val_loss: 0.0311979 | Time: 2031.25 ms
[2020-12-21 22:42:25 main:581] : INFO : Epoch 568 | loss: 0.0310645 | val_loss: 0.03119 | Time: 1986.02 ms
[2020-12-21 22:42:28 main:581] : INFO : Epoch 569 | loss: 0.0310649 | val_loss: 0.0311762 | Time: 2020.45 ms
[2020-12-21 22:42:30 main:581] : INFO : Epoch 570 | loss: 0.0310606 | val_loss: 0.031209 | Time: 2025.54 ms
[2020-12-21 22:42:32 main:581] : INFO : Epoch 571 | loss: 0.0310624 | val_loss: 0.0311957 | Time: 2009.56 ms
[2020-12-21 22:42:34 main:581] : INFO : Epoch 572 | loss: 0.0310755 | val_loss: 0.031179 | Time: 2018.83 ms
[2020-12-21 22:42:36 main:581] : INFO : Epoch 573 | loss: 0.0310838 | val_loss: 0.0311731 | Time: 2017.83 ms
[2020-12-21 22:42:38 main:581] : INFO : Epoch 574 | loss: 0.0310814 | val_loss: 0.0311827 | Time: 2029.68 ms
[2020-12-21 22:42:40 main:581] : INFO : Epoch 575 | loss: 0.0310756 | val_loss: 0.0311724 | Time: 2018.06 ms
[2020-12-21 22:42:42 main:581] : INFO : Epoch 576 | loss: 0.0310704 | val_loss: 0.0311802 | Time: 2025.94 ms
[2020-12-21 22:42:44 main:581] : INFO : Epoch 577 | loss: 0.0310683 | val_loss: 0.0311773 | Time: 2020.46 ms
[2020-12-21 22:42:46 main:581] : INFO : Epoch 578 | loss: 0.0310629 | val_loss: 0.0311681 | Time: 2019.64 ms
[2020-12-21 22:42:48 main:581] : INFO : Epoch 579 | loss: 0.0310632 | val_loss: 0.0311894 | Time: 2002.74 ms
[2020-12-21 22:42:50 main:581] : INFO : Epoch 580 | loss: 0.0310604 | val_loss: 0.0311822 | Time: 1983.06 ms
[2020-12-21 22:42:52 main:581] : INFO : Epoch 581 | loss: 0.0310579 | val_loss: 0.0312017 | Time: 2024.54 ms
[2020-12-21 22:42:54 main:581] : INFO : Epoch 582 | loss: 0.0310594 | val_loss: 0.0311851 | Time: 2017.53 ms
[2020-12-21 22:42:56 main:581] : INFO : Epoch 583 | loss: 0.0310614 | val_loss: 0.0311967 | Time: 2025.98 ms
[2020-12-21 22:42:58 main:581] : INFO : Epoch 584 | loss: 0.03107 | val_loss: 0.0311795 | Time: 2019.77 ms
[2020-12-21 22:43:00 main:581] : INFO : Epoch 585 | loss: 0.0310671 | val_loss: 0.0311846 | Time: 2017.41 ms
[2020-12-21 22:43:02 main:581] : INFO : Epoch 586 | loss: 0.0310743 | val_loss: 0.0311826 | Time: 2018.77 ms
[2020-12-21 22:43:04 main:581] : INFO : Epoch 587 | loss: 0.0310758 | val_loss: 0.0311781 | Time: 2008.01 ms
[2020-12-21 22:43:06 main:581] : INFO : Epoch 588 | loss: 0.0310748 | val_loss: 0.0311858 | Time: 2011.09 ms
[2020-12-21 22:43:08 main:581] : INFO : Epoch 589 | loss: 0.0310677 | val_loss: 0.0311756 | Time: 2016.99 ms
[2020-12-21 22:43:10 main:581] : INFO : Epoch 590 | loss: 0.031064 | val_loss: 0.0311784 | Time: 2018.08 ms
[2020-12-21 22:43:12 main:581] : INFO : Epoch 591 | loss: 0.0310637 | val_loss: 0.0311868 | Time: 2016.5 ms
[2020-12-21 22:43:14 main:581] : INFO : Epoch 592 | loss: 0.0310593 | val_loss: 0.0312057 | Time: 2014.52 ms
[2020-12-21 22:43:16 main:581] : INFO : Epoch 593 | loss: 0.031057 | val_loss: 0.031176 | Time: 2015.14 ms
[2020-12-21 22:43:18 main:581] : INFO : Epoch 594 | loss: 0.0310568 | val_loss: 0.0312086 | Time: 2016.51 ms
[2020-12-21 22:43:20 main:581] : INFO : Epoch 595 | loss: 0.0310547 | val_loss: 0.0312036 | Time: 2016.12 ms
[2020-12-21 22:43:22 main:581] : INFO : Epoch 596 | loss: 0.0310517 | val_loss: 0.0311902 | Time: 2008.02 ms
[2020-12-21 22:43:24 main:581] : INFO : Epoch 597 | loss: 0.0310512 | val_loss: 0.0311975 | Time: 2015.39 ms
[2020-12-21 22:43:26 main:581] : INFO : Epoch 598 | loss: 0.0310632 | val_loss: 0.031182 | Time: 2023.37 ms
[2020-12-21 22:43:28 main:581] : INFO : Epoch 599 | loss: 0.0310613 | val_loss: 0.0311894 | Time: 2016.53 ms
[2020-12-21 22:43:30 main:581] : INFO : Epoch 600 | loss: 0.0310584 | val_loss: 0.0311916 | Time: 2016.8 ms
[2020-12-21 22:43:32 main:581] : INFO : Epoch 601 | loss: 0.0310533 | val_loss: 0.0312017 | Time: 2017.78 ms
[2020-12-21 22:43:34 main:581] : INFO : Epoch 602 | loss: 0.0310534 | val_loss: 0.0311825 | Time: 2013.95 ms
[2020-12-21 22:43:36 main:581] : INFO : Epoch 603 | loss: 0.031056 | val_loss: 0.0312008 | Time: 2022.88 ms
[2020-12-21 22:43:38 main:581] : INFO : Epoch 604 | loss: 0.0310767 | val_loss: 0.0311745 | Time: 2017.81 ms
[2020-12-21 22:43:40 main:581] : INFO : Epoch 605 | loss: 0.0310677 | val_loss: 0.0311799 | Time: 2018.31 ms
[2020-12-21 22:43:42 main:581] : INFO : Epoch 606 | loss: 0.0310654 | val_loss: 0.0311799 | Time: 2015.97 ms
[2020-12-21 22:43:44 main:581] : INFO : Epoch 607 | loss: 0.0310612 | val_loss: 0.0311748 | Time: 2017.18 ms
[2020-12-21 22:43:46 main:581] : INFO : Epoch 608 | loss: 0.0310596 | val_loss: 0.0311923 | Time: 2014.26 ms
[2020-12-21 22:43:48 main:581] : INFO : Epoch 609 | loss: 0.0310662 | val_loss: 0.0311783 | Time: 2025.29 ms
[2020-12-21 22:43:50 main:581] : INFO : Epoch 610 | loss: 0.0310968 | val_loss: 0.0311644 | Time: 2017.91 ms
[2020-12-21 22:43:52 main:581] : INFO : Epoch 611 | loss: 0.0310955 | val_loss: 0.0311683 | Time: 2024.66 ms
[2020-12-21 22:43:54 main:581] : INFO : Epoch 612 | loss: 0.031091 | val_loss: 0.0311708 | Time: 2004.31 ms
[2020-12-21 22:43:56 main:581] : INFO : Epoch 613 | loss: 0.0310945 | val_loss: 0.0311623 | Time: 2017.06 ms
[2020-12-21 22:43:58 main:581] : INFO : Epoch 614 | loss: 0.0310908 | val_loss: 0.0311702 | Time: 2018 ms
[2020-12-21 22:44:00 main:581] : INFO : Epoch 615 | loss: 0.0310833 | val_loss: 0.0311681 | Time: 2018.55 ms
[2020-12-21 22:44:02 main:581] : INFO : Epoch 616 | loss: 0.0310778 | val_loss: 0.0311645 | Time: 2013.71 ms
[2020-12-21 22:44:04 main:581] : INFO : Epoch 617 | loss: 0.0310751 | val_loss: 0.0311674 | Time: 2014.54 ms
[2020-12-21 22:44:06 main:581] : INFO : Epoch 618 | loss: 0.0310762 | val_loss: 0.03117 | Time: 2019.53 ms
[2020-12-21 22:44:08 main:581] : INFO : Epoch 619 | loss: 0.0310733 | val_loss: 0.0311707 | Time: 2019.83 ms
[2020-12-21 22:44:10 main:581] : INFO : Epoch 620 | loss: 0.0310729 | val_loss: 0.0311632 | Time: 2018.92 ms
[2020-12-21 22:44:12 main:581] : INFO : Epoch 621 | loss: 0.0310698 | val_loss: 0.031178 | Time: 2021.78 ms
[2020-12-21 22:44:14 main:581] : INFO : Epoch 622 | loss: 0.0310776 | val_loss: 0.031169 | Time: 2019.13 ms
[2020-12-21 22:44:16 main:581] : INFO : Epoch 623 | loss: 0.0310718 | val_loss: 0.0311698 | Time: 2018.16 ms
[2020-12-21 22:44:18 main:581] : INFO : Epoch 624 | loss: 0.031069 | val_loss: 0.0311845 | Time: 2020.07 ms
[2020-12-21 22:44:20 main:581] : INFO : Epoch 625 | loss: 0.0310691 | val_loss: 0.0311745 | Time: 2018.16 ms
[2020-12-21 22:44:23 main:581] : INFO : Epoch 626 | loss: 0.0310642 | val_loss: 0.031179 | Time: 2018.9 ms
[2020-12-21 22:44:25 main:581] : INFO : Epoch 627 | loss: 0.0310606 | val_loss: 0.0311702 | Time: 2009.05 ms
[2020-12-21 22:44:27 main:581] : INFO : Epoch 628 | loss: 0.0310583 | val_loss: 0.0311914 | Time: 2024.89 ms
[2020-12-21 22:44:29 main:581] : INFO : Epoch 629 | loss: 0.0310564 | val_loss: 0.0311803 | Time: 2013.9 ms
[2020-12-21 22:44:31 main:581] : INFO : Epoch 630 | loss: 0.0310593 | val_loss: 0.0311798 | Time: 2018.01 ms
[2020-12-21 22:44:33 main:581] : INFO : Epoch 631 | loss: 0.0310642 | val_loss: 0.0311807 | Time: 2008.7 ms
[2020-12-21 22:44:35 main:581] : INFO : Epoch 632 | loss: 0.0310682 | val_loss: 0.0311699 | Time: 2020.72 ms
[2020-12-21 22:44:37 main:581] : INFO : Epoch 633 | loss: 0.0310639 | val_loss: 0.0311812 | Time: 2022.57 ms
[2020-12-21 22:44:39 main:581] : INFO : Epoch 634 | loss: 0.0310577 | val_loss: 0.0311824 | Time: 2023.02 ms
[2020-12-21 22:44:41 main:581] : INFO : Epoch 635 | loss: 0.0310564 | val_loss: 0.0311732 | Time: 2025.74 ms
[2020-12-21 22:44:43 main:581] : INFO : Epoch 636 | loss: 0.0310569 | val_loss: 0.0311874 | Time: 2033.36 ms
[2020-12-21 22:44:45 main:581] : INFO : Epoch 637 | loss: 0.0310603 | val_loss: 0.0311695 | Time: 2018.59 ms
[2020-12-21 22:44:47 main:581] : INFO : Epoch 638 | loss: 0.0310609 | val_loss: 0.0311864 | Time: 2018.78 ms
[2020-12-21 22:44:49 main:581] : INFO : Epoch 639 | loss: 0.0310583 | val_loss: 0.0311807 | Time: 2020.13 ms
[2020-12-21 22:44:51 main:581] : INFO : Epoch 640 | loss: 0.0310589 | val_loss: 0.0311777 | Time: 2011.35 ms
[2020-12-21 22:44:53 main:581] : INFO : Epoch 641 | loss: 0.0310573 | val_loss: 0.0311777 | Time: 2016.58 ms
[2020-12-21 22:44:55 main:581] : INFO : Epoch 642 | loss: 0.0310583 | val_loss: 0.0311902 | Time: 2020.17 ms
[2020-12-21 22:44:57 main:581] : INFO : Epoch 643 | loss: 0.0310577 | val_loss: 0.0311727 | Time: 2019.25 ms
[2020-12-21 22:44:59 main:581] : INFO : Epoch 644 | loss: 0.0310623 | val_loss: 0.0311802 | Time: 2019.09 ms
[2020-12-21 22:45:01 main:581] : INFO : Epoch 645 | loss: 0.031063 | val_loss: 0.0311734 | Time: 2013.18 ms
[2020-12-21 22:45:03 main:581] : INFO : Epoch 646 | loss: 0.0310621 | val_loss: 0.0311794 | Time: 2014.58 ms
[2020-12-21 22:45:05 main:581] : INFO : Epoch 647 | loss: 0.0310607 | val_loss: 0.0311755 | Time: 2015.36 ms
[2020-12-21 22:45:07 main:581] : INFO : Epoch 648 | loss: 0.0310575 | val_loss: 0.0311822 | Time: 2021.35 ms
[2020-12-21 22:45:09 main:581] : INFO : Epoch 649 | loss: 0.0310637 | val_loss: 0.0311738 | Time: 2017.79 ms
[2020-12-21 22:45:11 main:581] : INFO : Epoch 650 | loss: 0.031062 | val_loss: 0.0311947 | Time: 1984.72 ms
[2020-12-21 22:45:13 main:581] : INFO : Epoch 651 | loss: 0.0310596 | val_loss: 0.031182 | Time: 1954.63 ms
[2020-12-21 22:45:15 main:581] : INFO : Epoch 652 | loss: 0.0310609 | val_loss: 0.0311861 | Time: 2016.46 ms
[2020-12-21 22:45:17 main:581] : INFO : Epoch 653 | loss: 0.031053 | val_loss: 0.0311828 | Time: 2023.41 ms
[2020-12-21 22:45:19 main:581] : INFO : Epoch 654 | loss: 0.0310514 | val_loss: 0.0311795 | Time: 2012.68 ms
[2020-12-21 22:45:21 main:581] : INFO : Epoch 655 | loss: 0.0310533 | val_loss: 0.0311802 | Time: 2023.86 ms
[2020-12-21 22:45:23 main:581] : INFO : Epoch 656 | loss: 0.0310654 | val_loss: 0.0311778 | Time: 2022.02 ms
[2020-12-21 22:45:25 main:581] : INFO : Epoch 657 | loss: 0.0310789 | val_loss: 0.0311738 | Time: 2015.05 ms
[2020-12-21 22:45:27 main:581] : INFO : Epoch 658 | loss: 0.0310717 | val_loss: 0.0311828 | Time: 2022.12 ms
[2020-12-21 22:45:29 main:581] : INFO : Epoch 659 | loss: 0.031067 | val_loss: 0.031184 | Time: 2018.4 ms
[2020-12-21 22:45:31 main:581] : INFO : Epoch 660 | loss: 0.0310609 | val_loss: 0.0311817 | Time: 2021.14 ms
[2020-12-21 22:45:33 main:581] : INFO : Epoch 661 | loss: 0.0310579 | val_loss: 0.031176 | Time: 2021.1 ms
[2020-12-21 22:45:35 main:581] : INFO : Epoch 662 | loss: 0.0310584 | val_loss: 0.0311753 | Time: 2018.36 ms
[2020-12-21 22:45:37 main:581] : INFO : Epoch 663 | loss: 0.0310606 | val_loss: 0.0311844 | Time: 2017.84 ms
[2020-12-21 22:45:39 main:581] : INFO : Epoch 664 | loss: 0.0310601 | val_loss: 0.0311748 | Time: 2022.8 ms
[2020-12-21 22:45:41 main:581] : INFO : Epoch 665 | loss: 0.0310594 | val_loss: 0.031189 | Time: 2021.65 ms
[2020-12-21 22:45:43 main:581] : INFO : Epoch 666 | loss: 0.0310592 | val_loss: 0.0311667 | Time: 2016.44 ms
[2020-12-21 22:45:45 main:581] : INFO : Epoch 667 | loss: 0.0310617 | val_loss: 0.0311942 | Time: 2009.08 ms
[2020-12-21 22:45:47 main:581] : INFO : Epoch 668 | loss: 0.031062 | val_loss: 0.0311714 | Time: 2006.89 ms
[2020-12-21 22:45:49 main:581] : INFO : Epoch 669 | loss: 0.0310645 | val_loss: 0.0311926 | Time: 2000.17 ms
[2020-12-21 22:45:51 main:581] : INFO : Epoch 670 | loss: 0.0310658 | val_loss: 0.0311791 | Time: 2001.23 ms
[2020-12-21 22:45:53 main:581] : INFO : Epoch 671 | loss: 0.0310545 | val_loss: 0.0311853 | Time: 2024.5 ms
[2020-12-21 22:45:55 main:581] : INFO : Epoch 672 | loss: 0.0310596 | val_loss: 0.0311946 | Time: 1978.03 ms
[2020-12-21 22:45:57 main:581] : INFO : Epoch 673 | loss: 0.0310588 | val_loss: 0.0311745 | Time: 2004.15 ms
[2020-12-21 22:45:59 main:581] : INFO : Epoch 674 | loss: 0.0310552 | val_loss: 0.0311857 | Time: 1993.45 ms
[2020-12-21 22:46:01 main:581] : INFO : Epoch 675 | loss: 0.0310544 | val_loss: 0.0311979 | Time: 2024.04 ms
[2020-12-21 22:46:03 main:581] : INFO : Epoch 676 | loss: 0.0310513 | val_loss: 0.0311707 | Time: 2016.68 ms
[2020-12-21 22:46:05 main:581] : INFO : Epoch 677 | loss: 0.0310492 | val_loss: 0.0311899 | Time: 2009.24 ms
[2020-12-21 22:46:07 main:581] : INFO : Epoch 678 | loss: 0.0310479 | val_loss: 0.0311751 | Time: 2023.47 ms
[2020-12-21 22:46:09 main:581] : INFO : Epoch 679 | loss: 0.0310508 | val_loss: 0.0311898 | Time: 1996.05 ms
[2020-12-21 22:46:11 main:581] : INFO : Epoch 680 | loss: 0.0310451 | val_loss: 0.0311808 | Time: 1959.61 ms
[2020-12-21 22:46:13 main:581] : INFO : Epoch 681 | loss: 0.0310464 | val_loss: 0.0311964 | Time: 2037.65 ms
[2020-12-21 22:46:15 main:581] : INFO : Epoch 682 | loss: 0.0310619 | val_loss: 0.0311717 | Time: 2022.78 ms
[2020-12-21 22:46:17 main:581] : INFO : Epoch 683 | loss: 0.0310635 | val_loss: 0.0311746 | Time: 2018.74 ms
[2020-12-21 22:46:19 main:581] : INFO : Epoch 684 | loss: 0.0310584 | val_loss: 0.0311792 | Time: 2014.79 ms
[2020-12-21 22:46:21 main:581] : INFO : Epoch 685 | loss: 0.0310688 | val_loss: 0.0311719 | Time: 2030.81 ms
[2020-12-21 22:46:23 main:581] : INFO : Epoch 686 | loss: 0.0310702 | val_loss: 0.0311792 | Time: 2023.07 ms
[2020-12-21 22:46:25 main:581] : INFO : Epoch 687 | loss: 0.0310652 | val_loss: 0.03119 | Time: 2022.34 ms
[2020-12-21 22:46:27 main:581] : INFO : Epoch 688 | loss: 0.0310597 | val_loss: 0.0311755 | Time: 2024.77 ms
[2020-12-21 22:46:29 main:581] : INFO : Epoch 689 | loss: 0.0310565 | val_loss: 0.0311803 | Time: 2020.77 ms
[2020-12-21 22:46:31 main:581] : INFO : Epoch 690 | loss: 0.0310626 | val_loss: 0.0311734 | Time: 2025.87 ms
[2020-12-21 22:46:33 main:581] : INFO : Epoch 691 | loss: 0.0310623 | val_loss: 0.0311707 | Time: 2022.46 ms
[2020-12-21 22:46:36 main:581] : INFO : Epoch 692 | loss: 0.0310602 | val_loss: 0.0311791 | Time: 2021.83 ms
[2020-12-21 22:46:38 main:581] : INFO : Epoch 693 | loss: 0.0310572 | val_loss: 0.0311892 | Time: 2009.3 ms
[2020-12-21 22:46:40 main:581] : INFO : Epoch 694 | loss: 0.0310602 | val_loss: 0.0311768 | Time: 2014.84 ms
[2020-12-21 22:46:42 main:581] : INFO : Epoch 695 | loss: 0.0310638 | val_loss: 0.0311985 | Time: 2015.56 ms
[2020-12-21 22:46:44 main:581] : INFO : Epoch 696 | loss: 0.0310579 | val_loss: 0.0311819 | Time: 2019.83 ms
[2020-12-21 22:46:46 main:581] : INFO : Epoch 697 | loss: 0.0310573 | val_loss: 0.0311925 | Time: 2016.03 ms
[2020-12-21 22:46:48 main:581] : INFO : Epoch 698 | loss: 0.0310523 | val_loss: 0.0311766 | Time: 1993.77 ms
[2020-12-21 22:46:50 main:581] : INFO : Epoch 699 | loss: 0.0310493 | val_loss: 0.0311962 | Time: 1950.52 ms
[2020-12-21 22:46:52 main:581] : INFO : Epoch 700 | loss: 0.0310517 | val_loss: 0.0311829 | Time: 1980.77 ms
[2020-12-21 22:46:54 main:581] : INFO : Epoch 701 | loss: 0.0310545 | val_loss: 0.0311793 | Time: 2015.55 ms
[2020-12-21 22:46:56 main:581] : INFO : Epoch 702 | loss: 0.0310543 | val_loss: 0.0311878 | Time: 2011.2 ms
[2020-12-21 22:46:58 main:581] : INFO : Epoch 703 | loss: 0.0310591 | val_loss: 0.0311767 | Time: 2006.91 ms
[2020-12-21 22:47:00 main:581] : INFO : Epoch 704 | loss: 0.0310663 | val_loss: 0.0311827 | Time: 2019.8 ms
[2020-12-21 22:47:02 main:581] : INFO : Epoch 705 | loss: 0.031063 | val_loss: 0.03119 | Time: 2029.39 ms
[2020-12-21 22:47:04 main:581] : INFO : Epoch 706 | loss: 0.0310575 | val_loss: 0.0311739 | Time: 2012.91 ms
[2020-12-21 22:47:06 main:581] : INFO : Epoch 707 | loss: 0.0310626 | val_loss: 0.0311937 | Time: 1981.44 ms
[2020-12-21 22:47:08 main:581] : INFO : Epoch 708 | loss: 0.0310722 | val_loss: 0.0311822 | Time: 2014.11 ms
[2020-12-21 22:47:10 main:581] : INFO : Epoch 709 | loss: 0.0310671 | val_loss: 0.0311739 | Time: 2022.59 ms
[2020-12-21 22:47:12 main:581] : INFO : Epoch 710 | loss: 0.0310615 | val_loss: 0.0311753 | Time: 2014.57 ms
[2020-12-21 22:47:14 main:581] : INFO : Epoch 711 | loss: 0.0310629 | val_loss: 0.0311801 | Time: 1973.45 ms
[2020-12-21 22:47:16 main:581] : INFO : Epoch 712 | loss: 0.0310682 | val_loss: 0.0311874 | Time: 1973.11 ms
[2020-12-21 22:47:18 main:581] : INFO : Epoch 713 | loss: 0.031066 | val_loss: 0.0311794 | Time: 2002.38 ms
[2020-12-21 22:47:20 main:581] : INFO : Epoch 714 | loss: 0.0310608 | val_loss: 0.0311914 | Time: 2009.09 ms
[2020-12-21 22:47:22 main:581] : INFO : Epoch 715 | loss: 0.0310593 | val_loss: 0.0311872 | Time: 2020.9 ms
[2020-12-21 22:47:24 main:581] : INFO : Epoch 716 | loss: 0.0310875 | val_loss: 0.0311735 | Time: 2017.44 ms
[2020-12-21 22:47:26 main:581] : INFO : Epoch 717 | loss: 0.0310851 | val_loss: 0.0311641 | Time: 1992.28 ms
[2020-12-21 22:47:27 main:581] : INFO : Epoch 718 | loss: 0.0310758 | val_loss: 0.0311816 | Time: 1819.52 ms
[2020-12-21 22:47:29 main:581] : INFO : Epoch 719 | loss: 0.0310706 | val_loss: 0.0311847 | Time: 1773.45 ms
[2020-12-21 22:47:31 main:581] : INFO : Epoch 720 | loss: 0.0310647 | val_loss: 0.0311914 | Time: 1899.23 ms
[2020-12-21 22:47:33 main:581] : INFO : Epoch 721 | loss: 0.0310639 | val_loss: 0.0311695 | Time: 2023.16 ms
[2020-12-21 22:47:35 main:581] : INFO : Epoch 722 | loss: 0.0310579 | val_loss: 0.0311958 | Time: 2010.03 ms
[2020-12-21 22:47:37 main:581] : INFO : Epoch 723 | loss: 0.0310564 | val_loss: 0.0311818 | Time: 2027.15 ms
[2020-12-21 22:47:39 main:581] : INFO : Epoch 724 | loss: 0.031056 | val_loss: 0.0311819 | Time: 2010.06 ms
[2020-12-21 22:47:41 main:581] : INFO : Epoch 725 | loss: 0.0310566 | val_loss: 0.0311881 | Time: 2007.33 ms
[2020-12-21 22:47:43 main:581] : INFO : Epoch 726 | loss: 0.0310595 | val_loss: 0.0311872 | Time: 2009.47 ms
[2020-12-21 22:47:45 main:581] : INFO : Epoch 727 | loss: 0.031055 | val_loss: 0.0311796 | Time: 2008.66 ms
[2020-12-21 22:47:47 main:581] : INFO : Epoch 728 | loss: 0.0310513 | val_loss: 0.0311793 | Time: 2009.23 ms
[2020-12-21 22:47:49 main:581] : INFO : Epoch 729 | loss: 0.0310514 | val_loss: 0.031201 | Time: 2011.04 ms
[2020-12-21 22:47:51 main:581] : INFO : Epoch 730 | loss: 0.0310628 | val_loss: 0.0311977 | Time: 2025.42 ms
[2020-12-21 22:47:53 main:581] : INFO : Epoch 731 | loss: 0.0310637 | val_loss: 0.0311655 | Time: 1977.46 ms
[2020-12-21 22:47:55 main:581] : INFO : Epoch 732 | loss: 0.0310585 | val_loss: 0.031181 | Time: 1869.41 ms
[2020-12-21 22:47:57 main:581] : INFO : Epoch 733 | loss: 0.0310553 | val_loss: 0.0311898 | Time: 1960.76 ms
[2020-12-21 22:47:59 main:581] : INFO : Epoch 734 | loss: 0.0310531 | val_loss: 0.0311796 | Time: 2008.53 ms
[2020-12-21 22:48:01 main:581] : INFO : Epoch 735 | loss: 0.0310554 | val_loss: 0.0311912 | Time: 2004.9 ms
[2020-12-21 22:48:03 main:581] : INFO : Epoch 736 | loss: 0.031067 | val_loss: 0.0311641 | Time: 2002.09 ms
[2020-12-21 22:48:05 main:581] : INFO : Epoch 737 | loss: 0.0310683 | val_loss: 0.0311842 | Time: 1998.49 ms
[2020-12-21 22:48:07 main:581] : INFO : Epoch 738 | loss: 0.0310602 | val_loss: 0.0311752 | Time: 2012.08 ms
[2020-12-21 22:48:09 main:581] : INFO : Epoch 739 | loss: 0.0310562 | val_loss: 0.0311836 | Time: 2011.2 ms
[2020-12-21 22:48:11 main:581] : INFO : Epoch 740 | loss: 0.0310675 | val_loss: 0.0311761 | Time: 2012.83 ms
[2020-12-21 22:48:13 main:581] : INFO : Epoch 741 | loss: 0.0310939 | val_loss: 0.03118 | Time: 2005.3 ms
[2020-12-21 22:48:15 main:581] : INFO : Epoch 742 | loss: 0.0310907 | val_loss: 0.031171 | Time: 2004.9 ms
[2020-12-21 22:48:17 main:581] : INFO : Epoch 743 | loss: 0.0310783 | val_loss: 0.0311703 | Time: 2013.61 ms
[2020-12-21 22:48:19 main:581] : INFO : Epoch 744 | loss: 0.0310729 | val_loss: 0.0311816 | Time: 2008.42 ms
[2020-12-21 22:48:21 main:581] : INFO : Epoch 745 | loss: 0.0310703 | val_loss: 0.0311701 | Time: 2004.94 ms
[2020-12-21 22:48:23 main:581] : INFO : Epoch 746 | loss: 0.0310678 | val_loss: 0.0311967 | Time: 1991.84 ms
[2020-12-21 22:48:25 main:581] : INFO : Epoch 747 | loss: 0.0310618 | val_loss: 0.0311715 | Time: 1867.6 ms
[2020-12-21 22:48:27 main:581] : INFO : Epoch 748 | loss: 0.0310601 | val_loss: 0.0311792 | Time: 1993.06 ms
[2020-12-21 22:48:29 main:581] : INFO : Epoch 749 | loss: 0.0310621 | val_loss: 0.0311837 | Time: 2007.49 ms
[2020-12-21 22:48:31 main:581] : INFO : Epoch 750 | loss: 0.0310591 | val_loss: 0.031189 | Time: 1999.76 ms
[2020-12-21 22:48:33 main:581] : INFO : Epoch 751 | loss: 0.0310586 | val_loss: 0.031183 | Time: 1995.21 ms
[2020-12-21 22:48:35 main:581] : INFO : Epoch 752 | loss: 0.03106 | val_loss: 0.0312085 | Time: 1902.83 ms
[2020-12-21 22:48:37 main:581] : INFO : Epoch 753 | loss: 0.0310577 | val_loss: 0.0311919 | Time: 1941.05 ms
[2020-12-21 22:48:39 main:581] : INFO : Epoch 754 | loss: 0.0310616 | val_loss: 0.0312079 | Time: 1976.08 ms
[2020-12-21 22:48:41 main:581] : INFO : Epoch 755 | loss: 0.0310579 | val_loss: 0.0311894 | Time: 2003.62 ms
[2020-12-21 22:48:43 main:581] : INFO : Epoch 756 | loss: 0.031059 | val_loss: 0.0311914 | Time: 1941.4 ms
[2020-12-21 22:48:45 main:581] : INFO : Epoch 757 | loss: 0.0310561 | val_loss: 0.0311904 | Time: 1951.79 ms
[2020-12-21 22:48:47 main:581] : INFO : Epoch 758 | loss: 0.0310575 | val_loss: 0.0311803 | Time: 1960.42 ms
[2020-12-21 22:48:49 main:581] : INFO : Epoch 759 | loss: 0.031058 | val_loss: 0.0311933 | Time: 1939.2 ms
[2020-12-21 22:48:51 main:581] : INFO : Epoch 760 | loss: 0.0310595 | val_loss: 0.0312138 | Time: 2002.28 ms
[2020-12-21 22:48:53 main:581] : INFO : Epoch 761 | loss: 0.0310532 | val_loss: 0.0312055 | Time: 1996.15 ms
[2020-12-21 22:48:55 main:581] : INFO : Epoch 762 | loss: 0.0310556 | val_loss: 0.0311887 | Time: 1978.21 ms
[2020-12-21 22:48:57 main:581] : INFO : Epoch 763 | loss: 0.0310644 | val_loss: 0.0312069 | Time: 1987.74 ms
[2020-12-21 22:48:59 main:581] : INFO : Epoch 764 | loss: 0.031067 | val_loss: 0.0311724 | Time: 1998.25 ms
[2020-12-21 22:49:01 main:581] : INFO : Epoch 765 | loss: 0.0310602 | val_loss: 0.0311816 | Time: 1990.08 ms
[2020-12-21 22:49:03 main:581] : INFO : Epoch 766 | loss: 0.0310577 | val_loss: 0.0311863 | Time: 1997.19 ms
[2020-12-21 22:49:04 main:581] : INFO : Epoch 767 | loss: 0.0310538 | val_loss: 0.0311772 | Time: 1916.3 ms
[2020-12-21 22:49:06 main:581] : INFO : Epoch 768 | loss: 0.0310563 | val_loss: 0.03118 | Time: 1895.11 ms
[2020-12-21 22:49:08 main:581] : INFO : Epoch 769 | loss: 0.0310603 | val_loss: 0.0311782 | Time: 1966.65 ms
[2020-12-21 22:49:10 main:581] : INFO : Epoch 770 | loss: 0.0310657 | val_loss: 0.0311769 | Time: 1971.18 ms
[2020-12-21 22:49:12 main:581] : INFO : Epoch 771 | loss: 0.0310815 | val_loss: 0.0311737 | Time: 2000.29 ms
[2020-12-21 22:49:14 main:581] : INFO : Epoch 772 | loss: 0.0310774 | val_loss: 0.0311871 | Time: 1995.3 ms
[2020-12-21 22:49:16 main:581] : INFO : Epoch 773 | loss: 0.0310726 | val_loss: 0.031179 | Time: 2003.77 ms
[2020-12-21 22:49:18 main:581] : INFO : Epoch 774 | loss: 0.0310691 | val_loss: 0.0311985 | Time: 2003.79 ms
[2020-12-21 22:49:20 main:581] : INFO : Epoch 775 | loss: 0.0310643 | val_loss: 0.0312059 | Time: 2010.24 ms
[2020-12-21 22:49:22 main:581] : INFO : Epoch 776 | loss: 0.0310673 | val_loss: 0.0311928 | Time: 2001.97 ms
[2020-12-21 22:49:24 main:581] : INFO : Epoch 777 | loss: 0.0310637 | val_loss: 0.0311817 | Time: 2015.04 ms
[2020-12-21 22:49:26 main:581] : INFO : Epoch 778 | loss: 0.0310652 | val_loss: 0.0311816 | Time: 1995.16 ms
[2020-12-21 22:49:28 main:581] : INFO : Epoch 779 | loss: 0.0310575 | val_loss: 0.0311864 | Time: 1999.38 ms
[2020-12-21 22:49:30 main:581] : INFO : Epoch 780 | loss: 0.0310534 | val_loss: 0.0311842 | Time: 2003.64 ms
[2020-12-21 22:49:32 main:581] : INFO : Epoch 781 | loss: 0.0310535 | val_loss: 0.0311792 | Time: 2009.9 ms
[2020-12-21 22:49:34 main:581] : INFO : Epoch 782 | loss: 0.0310555 | val_loss: 0.031189 | Time: 2001.25 ms
[2020-12-21 22:49:36 main:581] : INFO : Epoch 783 | loss: 0.0310553 | val_loss: 0.031177 | Time: 1982.8 ms
[2020-12-21 22:49:38 main:581] : INFO : Epoch 784 | loss: 0.0310542 | val_loss: 0.0311917 | Time: 2002.39 ms
[2020-12-21 22:49:40 main:581] : INFO : Epoch 785 | loss: 0.0310482 | val_loss: 0.0311832 | Time: 2003.76 ms
[2020-12-21 22:49:42 main:581] : INFO : Epoch 786 | loss: 0.0310454 | val_loss: 0.0311862 | Time: 2008.94 ms
[2020-12-21 22:49:44 main:581] : INFO : Epoch 787 | loss: 0.031044 | val_loss: 0.0311887 | Time: 2010 ms
[2020-12-21 22:49:46 main:581] : INFO : Epoch 788 | loss: 0.0310439 | val_loss: 0.031182 | Time: 2003.39 ms
[2020-12-21 22:49:48 main:581] : INFO : Epoch 789 | loss: 0.0310438 | val_loss: 0.0312006 | Time: 2009.27 ms
[2020-12-21 22:49:50 main:581] : INFO : Epoch 790 | loss: 0.0310439 | val_loss: 0.0311964 | Time: 1997.2 ms
[2020-12-21 22:49:52 main:581] : INFO : Epoch 791 | loss: 0.0310707 | val_loss: 0.0311904 | Time: 2007.96 ms
[2020-12-21 22:49:54 main:581] : INFO : Epoch 792 | loss: 0.0310939 | val_loss: 0.0311922 | Time: 2005.11 ms
[2020-12-21 22:49:56 main:581] : INFO : Epoch 793 | loss: 0.0311141 | val_loss: 0.0311693 | Time: 2008.44 ms
[2020-12-21 22:49:58 main:581] : INFO : Epoch 794 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 1996.77 ms
[2020-12-21 22:50:00 main:581] : INFO : Epoch 795 | loss: 0.0311367 | val_loss: 0.031161 | Time: 2010.81 ms
[2020-12-21 22:50:02 main:581] : INFO : Epoch 796 | loss: 0.0311268 | val_loss: 0.0311608 | Time: 1994.83 ms
[2020-12-21 22:50:04 main:581] : INFO : Epoch 797 | loss: 0.031115 | val_loss: 0.0311576 | Time: 2007.04 ms
[2020-12-21 22:50:06 main:581] : INFO : Epoch 798 | loss: 0.0311067 | val_loss: 0.0311646 | Time: 1998.3 ms
[2020-12-21 22:50:08 main:581] : INFO : Epoch 799 | loss: 0.0311014 | val_loss: 0.0311575 | Time: 2015.04 ms
[2020-12-21 22:50:10 main:581] : INFO : Epoch 800 | loss: 0.0310987 | val_loss: 0.0311758 | Time: 1998.38 ms
[2020-12-21 22:50:12 main:581] : INFO : Epoch 801 | loss: 0.0310935 | val_loss: 0.0311714 | Time: 2001.84 ms
[2020-12-21 22:50:14 main:581] : INFO : Epoch 802 | loss: 0.0310918 | val_loss: 0.0311837 | Time: 2006.62 ms
[2020-12-21 22:50:16 main:581] : INFO : Epoch 803 | loss: 0.031089 | val_loss: 0.0311706 | Time: 2012.32 ms
[2020-12-21 22:50:18 main:581] : INFO : Epoch 804 | loss: 0.0310875 | val_loss: 0.0311864 | Time: 2000.18 ms
[2020-12-21 22:50:20 main:581] : INFO : Epoch 805 | loss: 0.0310867 | val_loss: 0.0311669 | Time: 2005.34 ms
[2020-12-21 22:50:22 main:581] : INFO : Epoch 806 | loss: 0.0310847 | val_loss: 0.031175 | Time: 2006.73 ms
[2020-12-21 22:50:24 main:581] : INFO : Epoch 807 | loss: 0.0310795 | val_loss: 0.0311783 | Time: 2011.26 ms
[2020-12-21 22:50:26 main:581] : INFO : Epoch 808 | loss: 0.0310787 | val_loss: 0.031186 | Time: 2007.21 ms
[2020-12-21 22:50:29 main:581] : INFO : Epoch 809 | loss: 0.0310803 | val_loss: 0.0311801 | Time: 2015.31 ms
[2020-12-21 22:50:31 main:581] : INFO : Epoch 810 | loss: 0.0310768 | val_loss: 0.0311753 | Time: 2012.97 ms
[2020-12-21 22:50:33 main:581] : INFO : Epoch 811 | loss: 0.0310775 | val_loss: 0.0311725 | Time: 2009.65 ms
[2020-12-21 22:50:35 main:581] : INFO : Epoch 812 | loss: 0.0310814 | val_loss: 0.0311772 | Time: 2007.27 ms
[2020-12-21 22:50:37 main:581] : INFO : Epoch 813 | loss: 0.0310796 | val_loss: 0.0311794 | Time: 2008.85 ms
[2020-12-21 22:50:39 main:581] : INFO : Epoch 814 | loss: 0.0310755 | val_loss: 0.0311771 | Time: 2006.6 ms
[2020-12-21 22:50:41 main:581] : INFO : Epoch 815 | loss: 0.0310747 | val_loss: 0.0311767 | Time: 2009.34 ms
[2020-12-21 22:50:43 main:581] : INFO : Epoch 816 | loss: 0.0310712 | val_loss: 0.0311799 | Time: 1999.24 ms
[2020-12-21 22:50:45 main:581] : INFO : Epoch 817 | loss: 0.0310686 | val_loss: 0.0311844 | Time: 2008.26 ms
[2020-12-21 22:50:47 main:581] : INFO : Epoch 818 | loss: 0.0310689 | val_loss: 0.0311808 | Time: 1998.92 ms
[2020-12-21 22:50:49 main:581] : INFO : Epoch 819 | loss: 0.0310699 | val_loss: 0.03117 | Time: 2004.88 ms
[2020-12-21 22:50:51 main:581] : INFO : Epoch 820 | loss: 0.0310659 | val_loss: 0.0311872 | Time: 1999.38 ms
[2020-12-21 22:50:53 main:581] : INFO : Epoch 821 | loss: 0.0310652 | val_loss: 0.0311824 | Time: 2001.6 ms
[2020-12-21 22:50:55 main:581] : INFO : Epoch 822 | loss: 0.0310614 | val_loss: 0.0311889 | Time: 2005.72 ms
[2020-12-21 22:50:57 main:581] : INFO : Epoch 823 | loss: 0.0310582 | val_loss: 0.0311791 | Time: 2009.49 ms
[2020-12-21 22:50:59 main:581] : INFO : Epoch 824 | loss: 0.0310578 | val_loss: 0.0311843 | Time: 2000.16 ms
[2020-12-21 22:51:01 main:581] : INFO : Epoch 825 | loss: 0.031059 | val_loss: 0.0311823 | Time: 2010.3 ms
[2020-12-21 22:51:03 main:581] : INFO : Epoch 826 | loss: 0.0310648 | val_loss: 0.0311707 | Time: 2015.4 ms
[2020-12-21 22:51:05 main:581] : INFO : Epoch 827 | loss: 0.031063 | val_loss: 0.031183 | Time: 1997.16 ms
[2020-12-21 22:51:07 main:581] : INFO : Epoch 828 | loss: 0.0310641 | val_loss: 0.0311738 | Time: 2006.26 ms
[2020-12-21 22:51:09 main:581] : INFO : Epoch 829 | loss: 0.0310616 | val_loss: 0.0311752 | Time: 1995.68 ms
[2020-12-21 22:51:11 main:581] : INFO : Epoch 830 | loss: 0.0310577 | val_loss: 0.031181 | Time: 2011.09 ms
[2020-12-21 22:51:13 main:581] : INFO : Epoch 831 | loss: 0.0310593 | val_loss: 0.0311752 | Time: 2003.14 ms
[2020-12-21 22:51:15 main:581] : INFO : Epoch 832 | loss: 0.0310592 | val_loss: 0.0311903 | Time: 2000.13 ms
[2020-12-21 22:51:17 main:581] : INFO : Epoch 833 | loss: 0.0310598 | val_loss: 0.0311924 | Time: 2011.86 ms
[2020-12-21 22:51:19 main:581] : INFO : Epoch 834 | loss: 0.031059 | val_loss: 0.0311829 | Time: 2000.18 ms
[2020-12-21 22:51:21 main:581] : INFO : Epoch 835 | loss: 0.0310878 | val_loss: 0.0311714 | Time: 2006.34 ms
[2020-12-21 22:51:23 main:581] : INFO : Epoch 836 | loss: 0.0310968 | val_loss: 0.0311685 | Time: 2005.59 ms
[2020-12-21 22:51:25 main:581] : INFO : Epoch 837 | loss: 0.0310863 | val_loss: 0.0311727 | Time: 2015.77 ms
[2020-12-21 22:51:27 main:581] : INFO : Epoch 838 | loss: 0.0310811 | val_loss: 0.0311703 | Time: 1997.7 ms
[2020-12-21 22:51:29 main:581] : INFO : Epoch 839 | loss: 0.0310798 | val_loss: 0.0311882 | Time: 2007.38 ms
[2020-12-21 22:51:31 main:581] : INFO : Epoch 840 | loss: 0.0310965 | val_loss: 0.031183 | Time: 2001.35 ms
[2020-12-21 22:51:33 main:581] : INFO : Epoch 841 | loss: 0.03109 | val_loss: 0.0311814 | Time: 2022.07 ms
[2020-12-21 22:51:35 main:581] : INFO : Epoch 842 | loss: 0.0310782 | val_loss: 0.0311709 | Time: 2007.92 ms
[2020-12-21 22:51:37 main:581] : INFO : Epoch 843 | loss: 0.0310718 | val_loss: 0.0311868 | Time: 2006.24 ms
[2020-12-21 22:51:39 main:581] : INFO : Epoch 844 | loss: 0.0310647 | val_loss: 0.0311749 | Time: 2004.32 ms
[2020-12-21 22:51:41 main:581] : INFO : Epoch 845 | loss: 0.0310657 | val_loss: 0.0311929 | Time: 2005.52 ms
[2020-12-21 22:51:43 main:581] : INFO : Epoch 846 | loss: 0.0310614 | val_loss: 0.0311832 | Time: 2007.91 ms
[2020-12-21 22:51:45 main:581] : INFO : Epoch 847 | loss: 0.0310656 | val_loss: 0.0311753 | Time: 2007.26 ms
[2020-12-21 22:51:47 main:581] : INFO : Epoch 848 | loss: 0.0310635 | val_loss: 0.0311933 | Time: 2005.03 ms
[2020-12-21 22:51:49 main:581] : INFO : Epoch 849 | loss: 0.0310541 | val_loss: 0.0311863 | Time: 2002.05 ms
[2020-12-21 22:51:51 main:581] : INFO : Epoch 850 | loss: 0.0310554 | val_loss: 0.0311844 | Time: 2006.52 ms
[2020-12-21 22:51:53 main:581] : INFO : Epoch 851 | loss: 0.0310549 | val_loss: 0.0311982 | Time: 1994.21 ms
[2020-12-21 22:51:55 main:581] : INFO : Epoch 852 | loss: 0.0310514 | val_loss: 0.0311985 | Time: 2008.27 ms
[2020-12-21 22:51:57 main:581] : INFO : Epoch 853 | loss: 0.03105 | val_loss: 0.0312087 | Time: 2006.81 ms
[2020-12-21 22:51:59 main:581] : INFO : Epoch 854 | loss: 0.0310509 | val_loss: 0.0311946 | Time: 2001.38 ms
[2020-12-21 22:52:01 main:581] : INFO : Epoch 855 | loss: 0.0310525 | val_loss: 0.0312043 | Time: 2016.34 ms
[2020-12-21 22:52:03 main:581] : INFO : Epoch 856 | loss: 0.0310496 | val_loss: 0.0311983 | Time: 2009.56 ms
[2020-12-21 22:52:05 main:581] : INFO : Epoch 857 | loss: 0.0310493 | val_loss: 0.0311996 | Time: 2006.54 ms
[2020-12-21 22:52:07 main:581] : INFO : Epoch 858 | loss: 0.0310476 | val_loss: 0.0311947 | Time: 1998.97 ms
[2020-12-21 22:52:09 main:581] : INFO : Epoch 859 | loss: 0.0310521 | val_loss: 0.031192 | Time: 2006.54 ms
[2020-12-21 22:52:11 main:581] : INFO : Epoch 860 | loss: 0.0310487 | val_loss: 0.0312171 | Time: 2005.28 ms
[2020-12-21 22:52:13 main:581] : INFO : Epoch 861 | loss: 0.0310458 | val_loss: 0.0311982 | Time: 2005.62 ms
[2020-12-21 22:52:15 main:581] : INFO : Epoch 862 | loss: 0.0310493 | val_loss: 0.0311798 | Time: 2010.14 ms
[2020-12-21 22:52:17 main:581] : INFO : Epoch 863 | loss: 0.031047 | val_loss: 0.0311893 | Time: 1998.28 ms
[2020-12-21 22:52:19 main:581] : INFO : Epoch 864 | loss: 0.0310511 | val_loss: 0.0311973 | Time: 2005.87 ms
[2020-12-21 22:52:21 main:581] : INFO : Epoch 865 | loss: 0.0310521 | val_loss: 0.031197 | Time: 2005.33 ms
[2020-12-21 22:52:23 main:581] : INFO : Epoch 866 | loss: 0.0310514 | val_loss: 0.0312039 | Time: 2005.82 ms
[2020-12-21 22:52:25 main:581] : INFO : Epoch 867 | loss: 0.0310522 | val_loss: 0.0311925 | Time: 2000.19 ms
[2020-12-21 22:52:27 main:581] : INFO : Epoch 868 | loss: 0.031048 | val_loss: 0.0312073 | Time: 2003.53 ms
[2020-12-21 22:52:29 main:581] : INFO : Epoch 869 | loss: 0.0310499 | val_loss: 0.0311752 | Time: 2003.56 ms
[2020-12-21 22:52:31 main:581] : INFO : Epoch 870 | loss: 0.0310539 | val_loss: 0.0311986 | Time: 1996.48 ms
[2020-12-21 22:52:33 main:581] : INFO : Epoch 871 | loss: 0.0310719 | val_loss: 0.0311761 | Time: 2002.49 ms
[2020-12-21 22:52:35 main:581] : INFO : Epoch 872 | loss: 0.0310753 | val_loss: 0.0311827 | Time: 1995.76 ms
[2020-12-21 22:52:37 main:581] : INFO : Epoch 873 | loss: 0.031072 | val_loss: 0.0311748 | Time: 2004.92 ms
[2020-12-21 22:52:39 main:581] : INFO : Epoch 874 | loss: 0.0310682 | val_loss: 0.0311837 | Time: 2002.29 ms
[2020-12-21 22:52:41 main:581] : INFO : Epoch 875 | loss: 0.0310606 | val_loss: 0.03119 | Time: 2008.18 ms
[2020-12-21 22:52:43 main:581] : INFO : Epoch 876 | loss: 0.0310574 | val_loss: 0.0311745 | Time: 2013.59 ms
[2020-12-21 22:52:45 main:581] : INFO : Epoch 877 | loss: 0.0310574 | val_loss: 0.0312071 | Time: 2006.2 ms
[2020-12-21 22:52:47 main:581] : INFO : Epoch 878 | loss: 0.0310549 | val_loss: 0.0311917 | Time: 2007.51 ms
[2020-12-21 22:52:49 main:581] : INFO : Epoch 879 | loss: 0.0310522 | val_loss: 0.0311936 | Time: 2008.93 ms
[2020-12-21 22:52:51 main:581] : INFO : Epoch 880 | loss: 0.0310499 | val_loss: 0.0311935 | Time: 2009.88 ms
[2020-12-21 22:52:53 main:581] : INFO : Epoch 881 | loss: 0.0310493 | val_loss: 0.0311945 | Time: 2001.12 ms
[2020-12-21 22:52:55 main:581] : INFO : Epoch 882 | loss: 0.0310519 | val_loss: 0.031198 | Time: 2013.29 ms
[2020-12-21 22:52:57 main:581] : INFO : Epoch 883 | loss: 0.0310546 | val_loss: 0.0311941 | Time: 2005.96 ms
[2020-12-21 22:52:59 main:581] : INFO : Epoch 884 | loss: 0.0310559 | val_loss: 0.0311928 | Time: 2005.48 ms
[2020-12-21 22:53:01 main:581] : INFO : Epoch 885 | loss: 0.0310504 | val_loss: 0.0312069 | Time: 2003.35 ms
[2020-12-21 22:53:03 main:581] : INFO : Epoch 886 | loss: 0.0310474 | val_loss: 0.0311905 | Time: 1995.66 ms
[2020-12-21 22:53:05 main:581] : INFO : Epoch 887 | loss: 0.031054 | val_loss: 0.0311919 | Time: 1997.06 ms
[2020-12-21 22:53:07 main:581] : INFO : Epoch 888 | loss: 0.0310583 | val_loss: 0.03119 | Time: 2010.29 ms
[2020-12-21 22:53:09 main:581] : INFO : Epoch 889 | loss: 0.0310596 | val_loss: 0.0311942 | Time: 1997.4 ms
[2020-12-21 22:53:11 main:581] : INFO : Epoch 890 | loss: 0.0310586 | val_loss: 0.0312086 | Time: 2006.51 ms
[2020-12-21 22:53:13 main:581] : INFO : Epoch 891 | loss: 0.0310531 | val_loss: 0.0311961 | Time: 2005.93 ms
[2020-12-21 22:53:15 main:581] : INFO : Epoch 892 | loss: 0.0310539 | val_loss: 0.0311948 | Time: 2006.05 ms
[2020-12-21 22:53:17 main:581] : INFO : Epoch 893 | loss: 0.03105 | val_loss: 0.0311939 | Time: 2004.52 ms
[2020-12-21 22:53:19 main:581] : INFO : Epoch 894 | loss: 0.031052 | val_loss: 0.031209 | Time: 2000.65 ms
[2020-12-21 22:53:21 main:581] : INFO : Epoch 895 | loss: 0.031058 | val_loss: 0.0311973 | Time: 2011.62 ms
[2020-12-21 22:53:23 main:581] : INFO : Epoch 896 | loss: 0.0310602 | val_loss: 0.0311927 | Time: 2009.67 ms
[2020-12-21 22:53:25 main:581] : INFO : Epoch 897 | loss: 0.0310559 | val_loss: 0.0312047 | Time: 2012.72 ms
[2020-12-21 22:53:27 main:581] : INFO : Epoch 898 | loss: 0.0310524 | val_loss: 0.0312269 | Time: 2001.34 ms
[2020-12-21 22:53:29 main:581] : INFO : Epoch 899 | loss: 0.0310559 | val_loss: 0.0311975 | Time: 2012.45 ms
[2020-12-21 22:53:31 main:581] : INFO : Epoch 900 | loss: 0.0310606 | val_loss: 0.0311951 | Time: 2006.49 ms
[2020-12-21 22:53:33 main:581] : INFO : Epoch 901 | loss: 0.0310564 | val_loss: 0.0311966 | Time: 2011.94 ms
[2020-12-21 22:53:35 main:581] : INFO : Epoch 902 | loss: 0.03105 | val_loss: 0.0312005 | Time: 2005.61 ms
[2020-12-21 22:53:37 main:581] : INFO : Epoch 903 | loss: 0.0310483 | val_loss: 0.0311962 | Time: 2006.37 ms
[2020-12-21 22:53:39 main:581] : INFO : Epoch 904 | loss: 0.031044 | val_loss: 0.0312038 | Time: 2005.2 ms
[2020-12-21 22:53:41 main:581] : INFO : Epoch 905 | loss: 0.0310405 | val_loss: 0.0312038 | Time: 1999.11 ms
[2020-12-21 22:53:43 main:581] : INFO : Epoch 906 | loss: 0.031042 | val_loss: 0.0312163 | Time: 2010.01 ms
[2020-12-21 22:53:45 main:581] : INFO : Epoch 907 | loss: 0.0310428 | val_loss: 0.0312177 | Time: 2007.86 ms
[2020-12-21 22:53:47 main:581] : INFO : Epoch 908 | loss: 0.0310417 | val_loss: 0.0312066 | Time: 2008.28 ms
[2020-12-21 22:53:49 main:581] : INFO : Epoch 909 | loss: 0.0310382 | val_loss: 0.0311972 | Time: 2007.15 ms
[2020-12-21 22:53:51 main:581] : INFO : Epoch 910 | loss: 0.0310403 | val_loss: 0.0312341 | Time: 2006.92 ms
[2020-12-21 22:53:53 main:581] : INFO : Epoch 911 | loss: 0.0310392 | val_loss: 0.0312172 | Time: 2004.82 ms
[2020-12-21 22:53:55 main:581] : INFO : Epoch 912 | loss: 0.0310383 | val_loss: 0.0311986 | Time: 2003.3 ms
[2020-12-21 22:53:57 main:581] : INFO : Epoch 913 | loss: 0.0310428 | val_loss: 0.0312124 | Time: 2001.38 ms
[2020-12-21 22:53:59 main:581] : INFO : Epoch 914 | loss: 0.031042 | val_loss: 0.0312087 | Time: 2007.24 ms
[2020-12-21 22:54:01 main:581] : INFO : Epoch 915 | loss: 0.0310344 | val_loss: 0.0311964 | Time: 2005.53 ms
[2020-12-21 22:54:03 main:581] : INFO : Epoch 916 | loss: 0.0310319 | val_loss: 0.0312132 | Time: 2003.52 ms
[2020-12-21 22:54:05 main:581] : INFO : Epoch 917 | loss: 0.0310337 | val_loss: 0.0312343 | Time: 1996.4 ms
[2020-12-21 22:54:07 main:581] : INFO : Epoch 918 | loss: 0.0310387 | val_loss: 0.031208 | Time: 2002.47 ms
[2020-12-21 22:54:09 main:581] : INFO : Epoch 919 | loss: 0.0310383 | val_loss: 0.0312189 | Time: 2008.65 ms
[2020-12-21 22:54:11 main:581] : INFO : Epoch 920 | loss: 0.0310459 | val_loss: 0.0311802 | Time: 1997.79 ms
[2020-12-21 22:54:13 main:581] : INFO : Epoch 921 | loss: 0.0310537 | val_loss: 0.0312174 | Time: 2003.58 ms
[2020-12-21 22:54:15 main:581] : INFO : Epoch 922 | loss: 0.0310539 | val_loss: 0.0312186 | Time: 1996.56 ms
[2020-12-21 22:54:17 main:581] : INFO : Epoch 923 | loss: 0.0310519 | val_loss: 0.031198 | Time: 2003.29 ms
[2020-12-21 22:54:19 main:581] : INFO : Epoch 924 | loss: 0.0310526 | val_loss: 0.0311989 | Time: 2009.6 ms
[2020-12-21 22:54:21 main:581] : INFO : Epoch 925 | loss: 0.0310612 | val_loss: 0.0312133 | Time: 1998.4 ms
[2020-12-21 22:54:23 main:581] : INFO : Epoch 926 | loss: 0.0310527 | val_loss: 0.0312067 | Time: 2001.82 ms
[2020-12-21 22:54:25 main:581] : INFO : Epoch 927 | loss: 0.0310466 | val_loss: 0.0311962 | Time: 2003.98 ms
[2020-12-21 22:54:27 main:581] : INFO : Epoch 928 | loss: 0.0310396 | val_loss: 0.031208 | Time: 2005.17 ms
[2020-12-21 22:54:29 main:581] : INFO : Epoch 929 | loss: 0.0310377 | val_loss: 0.0312107 | Time: 2011.64 ms
[2020-12-21 22:54:31 main:581] : INFO : Epoch 930 | loss: 0.0310404 | val_loss: 0.0312155 | Time: 1992.31 ms
[2020-12-21 22:54:33 main:581] : INFO : Epoch 931 | loss: 0.0310384 | val_loss: 0.0311976 | Time: 2007.73 ms
[2020-12-21 22:54:35 main:581] : INFO : Epoch 932 | loss: 0.0310411 | val_loss: 0.0312166 | Time: 2007.93 ms
[2020-12-21 22:54:37 main:581] : INFO : Epoch 933 | loss: 0.0310402 | val_loss: 0.0311937 | Time: 2010.77 ms
[2020-12-21 22:54:39 main:581] : INFO : Epoch 934 | loss: 0.0310421 | val_loss: 0.0311956 | Time: 2011.9 ms
[2020-12-21 22:54:41 main:581] : INFO : Epoch 935 | loss: 0.0310494 | val_loss: 0.0312007 | Time: 2008.16 ms
[2020-12-21 22:54:43 main:581] : INFO : Epoch 936 | loss: 0.0310516 | val_loss: 0.031203 | Time: 2007.1 ms
[2020-12-21 22:54:45 main:581] : INFO : Epoch 937 | loss: 0.0310442 | val_loss: 0.0312044 | Time: 2000.06 ms
[2020-12-21 22:54:47 main:581] : INFO : Epoch 938 | loss: 0.0310439 | val_loss: 0.0312045 | Time: 2005.98 ms
[2020-12-21 22:54:49 main:581] : INFO : Epoch 939 | loss: 0.031042 | val_loss: 0.0311943 | Time: 2010.42 ms
[2020-12-21 22:54:51 main:581] : INFO : Epoch 940 | loss: 0.0310408 | val_loss: 0.0311911 | Time: 2006.77 ms
[2020-12-21 22:54:53 main:581] : INFO : Epoch 941 | loss: 0.0310349 | val_loss: 0.0311987 | Time: 2008.63 ms
[2020-12-21 22:54:55 main:581] : INFO : Epoch 942 | loss: 0.0310395 | val_loss: 0.0311842 | Time: 2004.1 ms
[2020-12-21 22:54:57 main:581] : INFO : Epoch 943 | loss: 0.031039 | val_loss: 0.0312314 | Time: 1997.38 ms
[2020-12-21 22:54:59 main:581] : INFO : Epoch 944 | loss: 0.0310346 | val_loss: 0.0311958 | Time: 2007.84 ms
[2020-12-21 22:55:01 main:581] : INFO : Epoch 945 | loss: 0.0310347 | val_loss: 0.0311913 | Time: 2008.09 ms
[2020-12-21 22:55:03 main:581] : INFO : Epoch 946 | loss: 0.0310341 | val_loss: 0.0311968 | Time: 2007.02 ms
[2020-12-21 22:55:05 main:581] : INFO : Epoch 947 | loss: 0.0310373 | val_loss: 0.0311951 | Time: 2004.35 ms
[2020-12-21 22:55:07 main:581] : INFO : Epoch 948 | loss: 0.0310362 | val_loss: 0.0312172 | Time: 2002.55 ms
[2020-12-21 22:55:09 main:581] : INFO : Epoch 949 | loss: 0.0310461 | val_loss: 0.0311873 | Time: 2001.49 ms
[2020-12-21 22:55:11 main:581] : INFO : Epoch 950 | loss: 0.0310459 | val_loss: 0.0312072 | Time: 2000.68 ms
[2020-12-21 22:55:13 main:581] : INFO : Epoch 951 | loss: 0.0310427 | val_loss: 0.0311801 | Time: 2003.96 ms
[2020-12-21 22:55:15 main:581] : INFO : Epoch 952 | loss: 0.0310388 | val_loss: 0.0312056 | Time: 1998.1 ms
[2020-12-21 22:55:17 main:581] : INFO : Epoch 953 | loss: 0.0310448 | val_loss: 0.0311951 | Time: 2007.12 ms
[2020-12-21 22:55:19 main:581] : INFO : Epoch 954 | loss: 0.0310455 | val_loss: 0.0312148 | Time: 2006.89 ms
[2020-12-21 22:55:21 main:581] : INFO : Epoch 955 | loss: 0.0310451 | val_loss: 0.0311914 | Time: 2006.78 ms
[2020-12-21 22:55:23 main:581] : INFO : Epoch 956 | loss: 0.0310523 | val_loss: 0.0312039 | Time: 1998.8 ms
[2020-12-21 22:55:25 main:581] : INFO : Epoch 957 | loss: 0.0310496 | val_loss: 0.0311943 | Time: 2004.1 ms
[2020-12-21 22:55:27 main:581] : INFO : Epoch 958 | loss: 0.0310476 | val_loss: 0.0311884 | Time: 2006.85 ms
[2020-12-21 22:55:29 main:581] : INFO : Epoch 959 | loss: 0.0310386 | val_loss: 0.0312188 | Time: 2005.06 ms
[2020-12-21 22:55:31 main:581] : INFO : Epoch 960 | loss: 0.0310394 | val_loss: 0.0312131 | Time: 2010.19 ms
[2020-12-21 22:55:33 main:581] : INFO : Epoch 961 | loss: 0.0310421 | val_loss: 0.0312035 | Time: 2001.93 ms
[2020-12-21 22:55:35 main:581] : INFO : Epoch 962 | loss: 0.0310425 | val_loss: 0.0312017 | Time: 2012.17 ms
[2020-12-21 22:55:37 main:581] : INFO : Epoch 963 | loss: 0.031035 | val_loss: 0.0312129 | Time: 2009.05 ms
[2020-12-21 22:55:39 main:581] : INFO : Epoch 964 | loss: 0.0310341 | val_loss: 0.0312359 | Time: 2008.26 ms
[2020-12-21 22:55:41 main:581] : INFO : Epoch 965 | loss: 0.0310327 | val_loss: 0.0312061 | Time: 2008.8 ms
[2020-12-21 22:55:43 main:581] : INFO : Epoch 966 | loss: 0.0310319 | val_loss: 0.0312075 | Time: 1993.96 ms
[2020-12-21 22:55:45 main:581] : INFO : Epoch 967 | loss: 0.031028 | val_loss: 0.0311937 | Time: 2005.06 ms
[2020-12-21 22:55:47 main:581] : INFO : Epoch 968 | loss: 0.031031 | val_loss: 0.0312248 | Time: 1997.8 ms
[2020-12-21 22:55:49 main:581] : INFO : Epoch 969 | loss: 0.0310361 | val_loss: 0.0311909 | Time: 2006.64 ms
[2020-12-21 22:55:51 main:581] : INFO : Epoch 970 | loss: 0.0310308 | val_loss: 0.031203 | Time: 1998.56 ms
[2020-12-21 22:55:53 main:581] : INFO : Epoch 971 | loss: 0.0310288 | val_loss: 0.0312064 | Time: 2007.03 ms
[2020-12-21 22:55:55 main:581] : INFO : Epoch 972 | loss: 0.0310285 | val_loss: 0.0312084 | Time: 1995.92 ms
[2020-12-21 22:55:57 main:581] : INFO : Epoch 973 | loss: 0.0310308 | val_loss: 0.0312049 | Time: 2014.55 ms
[2020-12-21 22:55:59 main:581] : INFO : Epoch 974 | loss: 0.0310333 | val_loss: 0.0312158 | Time: 1999.7 ms
[2020-12-21 22:56:01 main:581] : INFO : Epoch 975 | loss: 0.0310351 | val_loss: 0.0312191 | Time: 2004.36 ms
[2020-12-21 22:56:03 main:581] : INFO : Epoch 976 | loss: 0.0310351 | val_loss: 0.0311979 | Time: 2009.76 ms
[2020-12-21 22:56:05 main:581] : INFO : Epoch 977 | loss: 0.0310325 | val_loss: 0.0312001 | Time: 2003.45 ms
[2020-12-21 22:56:07 main:581] : INFO : Epoch 978 | loss: 0.0310366 | val_loss: 0.0312204 | Time: 1995.66 ms
[2020-12-21 22:56:09 main:581] : INFO : Epoch 979 | loss: 0.0310356 | val_loss: 0.0311981 | Time: 2005.82 ms
[2020-12-21 22:56:11 main:581] : INFO : Epoch 980 | loss: 0.0310404 | val_loss: 0.0311998 | Time: 2008.61 ms
[2020-12-21 22:56:13 main:581] : INFO : Epoch 981 | loss: 0.0310379 | val_loss: 0.0312064 | Time: 2014.16 ms
[2020-12-21 22:56:15 main:581] : INFO : Epoch 982 | loss: 0.0310385 | val_loss: 0.0312154 | Time: 1998.81 ms
[2020-12-21 22:56:17 main:581] : INFO : Epoch 983 | loss: 0.031038 | val_loss: 0.031228 | Time: 2015.16 ms
[2020-12-21 22:56:19 main:581] : INFO : Epoch 984 | loss: 0.0310374 | val_loss: 0.0312019 | Time: 2007.12 ms
[2020-12-21 22:56:21 main:581] : INFO : Epoch 985 | loss: 0.0310328 | val_loss: 0.0312194 | Time: 2006.63 ms
[2020-12-21 22:56:23 main:581] : INFO : Epoch 986 | loss: 0.0310348 | val_loss: 0.0312028 | Time: 1997.33 ms
[2020-12-21 22:56:25 main:581] : INFO : Epoch 987 | loss: 0.0310415 | val_loss: 0.031214 | Time: 2004.01 ms
[2020-12-21 22:56:27 main:581] : INFO : Epoch 988 | loss: 0.031042 | val_loss: 0.0312016 | Time: 2013.13 ms
[2020-12-21 22:56:29 main:581] : INFO : Epoch 989 | loss: 0.0310417 | val_loss: 0.0312101 | Time: 2006.61 ms
[2020-12-21 22:56:31 main:581] : INFO : Epoch 990 | loss: 0.0310486 | val_loss: 0.0311887 | Time: 2007.69 ms
[2020-12-21 22:56:33 main:581] : INFO : Epoch 991 | loss: 0.0310495 | val_loss: 0.0312019 | Time: 2000.79 ms
[2020-12-21 22:56:36 main:581] : INFO : Epoch 992 | loss: 0.0310422 | val_loss: 0.0311979 | Time: 2006.73 ms
[2020-12-21 22:56:37 main:581] : INFO : Epoch 993 | loss: 0.03104 | val_loss: 0.0311865 | Time: 1996.99 ms
[2020-12-21 22:56:39 main:581] : INFO : Epoch 994 | loss: 0.031041 | val_loss: 0.031212 | Time: 1997.06 ms
[2020-12-21 22:56:42 main:581] : INFO : Epoch 995 | loss: 0.0310396 | val_loss: 0.0312305 | Time: 2006.01 ms
[2020-12-21 22:56:44 main:581] : INFO : Epoch 996 | loss: 0.0310392 | val_loss: 0.0312104 | Time: 2003.53 ms
[2020-12-21 22:56:46 main:581] : INFO : Epoch 997 | loss: 0.031035 | val_loss: 0.0312158 | Time: 1995.54 ms
[2020-12-21 22:56:48 main:581] : INFO : Epoch 998 | loss: 0.0310347 | val_loss: 0.031213 | Time: 2006.61 ms
[2020-12-21 22:56:50 main:581] : INFO : Epoch 999 | loss: 0.0310331 | val_loss: 0.0311978 | Time: 1998.77 ms
[2020-12-21 22:56:52 main:581] : INFO : Epoch 1000 | loss: 0.0310312 | val_loss: 0.0312136 | Time: 1999.82 ms
[2020-12-21 22:56:54 main:581] : INFO : Epoch 1001 | loss: 0.0310326 | val_loss: 0.0311893 | Time: 2006.91 ms
[2020-12-21 22:56:56 main:581] : INFO : Epoch 1002 | loss: 0.0310337 | val_loss: 0.0312004 | Time: 1998.3 ms
[2020-12-21 22:56:58 main:581] : INFO : Epoch 1003 | loss: 0.0310338 | val_loss: 0.0312103 | Time: 2006.68 ms
[2020-12-21 22:57:00 main:581] : INFO : Epoch 1004 | loss: 0.0310345 | val_loss: 0.0311968 | Time: 2002.08 ms
[2020-12-21 22:57:02 main:581] : INFO : Epoch 1005 | loss: 0.0310427 | val_loss: 0.0311963 | Time: 2004.16 ms
[2020-12-21 22:57:04 main:581] : INFO : Epoch 1006 | loss: 0.0310487 | val_loss: 0.0311957 | Time: 1996.51 ms
[2020-12-21 22:57:06 main:581] : INFO : Epoch 1007 | loss: 0.0310415 | val_loss: 0.0312145 | Time: 2008.95 ms
[2020-12-21 22:57:08 main:581] : INFO : Epoch 1008 | loss: 0.0310527 | val_loss: 0.0311789 | Time: 2002.09 ms
[2020-12-21 22:57:10 main:581] : INFO : Epoch 1009 | loss: 0.0310603 | val_loss: 0.0312047 | Time: 2006.43 ms
[2020-12-21 22:57:12 main:581] : INFO : Epoch 1010 | loss: 0.0310528 | val_loss: 0.0312009 | Time: 1998.54 ms
[2020-12-21 22:57:14 main:581] : INFO : Epoch 1011 | loss: 0.0310469 | val_loss: 0.0312007 | Time: 1999.9 ms
[2020-12-21 22:57:16 main:581] : INFO : Epoch 1012 | loss: 0.0310431 | val_loss: 0.0311995 | Time: 1997.91 ms
[2020-12-21 22:57:18 main:581] : INFO : Epoch 1013 | loss: 0.0310386 | val_loss: 0.0311987 | Time: 2005.65 ms
[2020-12-21 22:57:20 main:581] : INFO : Epoch 1014 | loss: 0.0312221 | val_loss: 0.0474868 | Time: 2008.91 ms
[2020-12-21 22:57:22 main:581] : INFO : Epoch 1015 | loss: 0.0363302 | val_loss: 0.0316648 | Time: 2007.18 ms
[2020-12-21 22:57:24 main:581] : INFO : Epoch 1016 | loss: 0.0329463 | val_loss: 0.0313185 | Time: 2005.16 ms
[2020-12-21 22:57:26 main:581] : INFO : Epoch 1017 | loss: 0.0313757 | val_loss: 0.0312819 | Time: 1999.6 ms
[2020-12-21 22:57:28 main:581] : INFO : Epoch 1018 | loss: 0.0312015 | val_loss: 0.0311823 | Time: 2002.48 ms
[2020-12-21 22:57:30 main:581] : INFO : Epoch 1019 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 2007.33 ms
[2020-12-21 22:57:32 main:581] : INFO : Epoch 1020 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 1997.95 ms
[2020-12-21 22:57:34 main:581] : INFO : Epoch 1021 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 2002.29 ms
[2020-12-21 22:57:36 main:581] : INFO : Epoch 1022 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 2005.79 ms
[2020-12-21 22:57:38 main:581] : INFO : Epoch 1023 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 2003.47 ms
[2020-12-21 22:57:40 main:581] : INFO : Epoch 1024 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 2007.25 ms
[2020-12-21 22:57:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711
[2020-12-21 22:57:40 main:610] : INFO : Saving end state to config to file
[2020-12-21 22:57:40 main:615] : INFO : Success, exiting..
22:57:40 (2254130): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)