Task 3361405
| Name | ParityModified-1605453352-11196-8_0 |
| Workunit | 1621677 |
| Created | 19 Dec 2020, 19:10:42 UTC |
| Sent | 21 Dec 2020, 0:16:08 UTC |
| Report deadline | 28 Dec 2020, 0:16:08 UTC |
| Received | 21 Dec 2020, 11:37:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 18 sec |
| CPU time | 24 min 16 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 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: 0.0311693 | val_loss: 0.031177 | Time: 1406.21 ms
[2020-12-21 05:48:52 main:581] : INFO : Epoch 511 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1411.31 ms
[2020-12-21 05:48:54 main:581] : INFO : Epoch 512 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 1401.23 ms
[2020-12-21 05:48:55 main:581] : INFO : Epoch 513 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 1400.11 ms
[2020-12-21 05:48:56 main:581] : INFO : Epoch 514 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1412.77 ms
[2020-12-21 05:48:58 main:581] : INFO : Epoch 515 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 1439.47 ms
[2020-12-21 05:48:59 main:581] : INFO : Epoch 516 | loss: 0.0311702 | val_loss: 0.031174 | Time: 1437.59 ms
[2020-12-21 05:49:01 main:581] : INFO : Epoch 517 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 1438.26 ms
[2020-12-21 05:49:02 main:581] : INFO : Epoch 518 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1424.62 ms
[2020-12-21 05:49:04 main:581] : INFO : Epoch 519 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1411.11 ms
[2020-12-21 05:49:05 main:581] : INFO : Epoch 520 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 1423.06 ms
[2020-12-21 05:49:07 main:581] : INFO : Epoch 521 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 1437.79 ms
[2020-12-21 05:49:08 main:581] : INFO : Epoch 522 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 1427.89 ms
[2020-12-21 05:49:09 main:581] : INFO : Epoch 523 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1440.09 ms
[2020-12-21 05:49:11 main:581] : INFO : Epoch 524 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 1451.68 ms
[2020-12-21 05:49:12 main:581] : INFO : Epoch 525 | loss: 0.0311743 | val_loss: 0.031175 | Time: 1440.37 ms
[2020-12-21 05:49:14 main:581] : INFO : Epoch 526 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1447.43 ms
[2020-12-21 05:49:15 main:581] : INFO : Epoch 527 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 1446.15 ms
[2020-12-21 05:49:17 main:581] : INFO : Epoch 528 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 1435.54 ms
[2020-12-21 05:49:18 main:581] : INFO : Epoch 529 | loss: 0.0311705 | val_loss: 0.03118 | Time: 1431.08 ms
[2020-12-21 05:49:19 main:581] : INFO : Epoch 530 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 1460.16 ms
[2020-12-21 05:49:21 main:581] : INFO : Epoch 531 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1418.64 ms
[2020-12-21 05:49:22 main:581] : INFO : Epoch 532 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 1427.82 ms
[2020-12-21 05:49:24 main:581] : INFO : Epoch 533 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1427.59 ms
[2020-12-21 05:49:25 main:581] : INFO : Epoch 534 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 1428.27 ms
[2020-12-21 05:49:27 main:581] : INFO : Epoch 535 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 1413.38 ms
[2020-12-21 05:49:28 main:581] : INFO : Epoch 536 | loss: 0.031172 | val_loss: 0.0311723 | Time: 1436.54 ms
[2020-12-21 05:49:29 main:581] : INFO : Epoch 537 | loss: 0.031171 | val_loss: 0.0311757 | Time: 1429.3 ms
[2020-12-21 05:49:31 main:581] : INFO : Epoch 538 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 1408.22 ms
[2020-12-21 05:49:32 main:581] : INFO : Epoch 539 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1419.53 ms
[2020-12-21 05:49:34 main:581] : INFO : Epoch 540 | loss: 0.031175 | val_loss: 0.0311757 | Time: 1396 ms
[2020-12-21 05:49:35 main:581] : INFO : Epoch 541 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 1462.67 ms
[2020-12-21 05:49:37 main:581] : INFO : Epoch 542 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1418.22 ms
[2020-12-21 05:49:38 main:581] : INFO : Epoch 543 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 1435.94 ms
[2020-12-21 05:49:39 main:581] : INFO : Epoch 544 | loss: 0.0311711 | val_loss: 0.0311815 | Time: 1445.33 ms
[2020-12-21 05:49:41 main:581] : INFO : Epoch 545 | loss: 0.0311788 | val_loss: 0.0311768 | Time: 1433.28 ms
[2020-12-21 05:49:42 main:581] : INFO : Epoch 546 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 1437.32 ms
[2020-12-21 05:49:44 main:581] : INFO : Epoch 547 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1451.43 ms
[2020-12-21 05:49:45 main:581] : INFO : Epoch 548 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 1413.27 ms
[2020-12-21 05:49:47 main:581] : INFO : Epoch 549 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 1454.29 ms
[2020-12-21 05:49:48 main:581] : INFO : Epoch 550 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 1421.8 ms
[2020-12-21 05:49:50 main:581] : INFO : Epoch 551 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 1546.36 ms
[2020-12-21 05:49:51 main:581] : INFO : Epoch 552 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1533.92 ms
[2020-12-21 05:49:53 main:581] : INFO : Epoch 553 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1429.59 ms
[2020-12-21 05:49:54 main:581] : INFO : Epoch 554 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 1440.03 ms
[2020-12-21 05:49:55 main:581] : INFO : Epoch 555 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1445.6 ms
[2020-12-21 05:49:57 main:581] : INFO : Epoch 556 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1426.61 ms
[2020-12-21 05:49:58 main:581] : INFO : Epoch 557 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1453.22 ms
[2020-12-21 05:50:00 main:581] : INFO : Epoch 558 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 1419.53 ms
[2020-12-21 05:50:01 main:581] : INFO : Epoch 559 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 1405.85 ms
[2020-12-21 05:50:03 main:581] : INFO : Epoch 560 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 1422.9 ms
[2020-12-21 05:50:04 main:581] : INFO : Epoch 561 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 1429.95 ms
[2020-12-21 05:50:05 main:581] : INFO : Epoch 562 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1405.88 ms
[2020-12-21 05:50:07 main:581] : INFO : Epoch 563 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1413.47 ms
[2020-12-21 05:50:08 main:581] : INFO : Epoch 564 | loss: 0.03117 | val_loss: 0.0311765 | Time: 1417.35 ms
[2020-12-21 05:50:10 main:581] : INFO : Epoch 565 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 1396.01 ms
[2020-12-21 05:50:11 main:581] : INFO : Epoch 566 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1422.49 ms
[2020-12-21 05:50:13 main:581] : INFO : Epoch 567 | loss: 0.031175 | val_loss: 0.0311732 | Time: 1433.7 ms
[2020-12-21 05:50:14 main:581] : INFO : Epoch 568 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 1406.12 ms
[2020-12-21 05:50:15 main:581] : INFO : Epoch 569 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1412.96 ms
[2020-12-21 05:50:17 main:581] : INFO : Epoch 570 | loss: 0.0311746 | val_loss: 0.0311833 | Time: 1381.14 ms
[2020-12-21 05:50:18 main:581] : INFO : Epoch 571 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1418.65 ms
[2020-12-21 05:50:20 main:581] : INFO : Epoch 572 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 1417.36 ms
[2020-12-21 05:50:21 main:581] : INFO : Epoch 573 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 1402.74 ms
[2020-12-21 05:50:22 main:581] : INFO : Epoch 574 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 1401.89 ms
[2020-12-21 05:50:24 main:581] : INFO : Epoch 575 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 1389.88 ms
[2020-12-21 05:50:25 main:581] : INFO : Epoch 576 | loss: 0.0311718 | val_loss: 0.0311727 | Time: 1400.46 ms
[2020-12-21 05:50:27 main:581] : INFO : Epoch 577 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 1426.45 ms
[2020-12-21 05:50:28 main:581] : INFO : Epoch 578 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 1398.27 ms
[2020-12-21 05:50:29 main:581] : INFO : Epoch 579 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 1406.49 ms
[2020-12-21 05:50:31 main:581] : INFO : Epoch 580 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 1420.02 ms
[2020-12-21 05:50:32 main:581] : INFO : Epoch 581 | loss: 0.031171 | val_loss: 0.0311712 | Time: 1390.01 ms
[2020-12-21 05:50:34 main:581] : INFO : Epoch 582 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 1392.14 ms
[2020-12-21 05:50:35 main:581] : INFO : Epoch 583 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1407.89 ms
[2020-12-21 05:50:36 main:581] : INFO : Epoch 584 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1401.05 ms
[2020-12-21 05:50:38 main:581] : INFO : Epoch 585 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 1419.49 ms
[2020-12-21 05:50:39 main:581] : INFO : Epoch 586 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 1412.98 ms
[2020-12-21 05:50:41 main:581] : INFO : Epoch 587 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 1405.94 ms
[2020-12-21 05:50:42 main:581] : INFO : Epoch 588 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 1392.52 ms
[2020-12-21 05:50:43 main:581] : INFO : Epoch 589 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1406.3 ms
[2020-12-21 05:50:45 main:581] : INFO : Epoch 590 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 1422.89 ms
[2020-12-21 05:50:46 main:581] : INFO : Epoch 591 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1407.13 ms
[2020-12-21 05:50:48 main:581] : INFO : Epoch 592 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 1406.39 ms
[2020-12-21 05:50:49 main:581] : INFO : Epoch 593 | loss: 0.03117 | val_loss: 0.0311746 | Time: 1401.29 ms
[2020-12-21 05:50:50 main:581] : INFO : Epoch 594 | loss: 0.0311694 | val_loss: 0.031175 | Time: 1388.88 ms
[2020-12-21 05:50:52 main:581] : INFO : Epoch 595 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1407.63 ms
[2020-12-21 05:50:53 main:581] : INFO : Epoch 596 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 1401.33 ms
[2020-12-21 05:50:55 main:581] : INFO : Epoch 597 | loss: 0.0311708 | val_loss: 0.031174 | Time: 1388.43 ms
[2020-12-21 05:50:56 main:581] : INFO : Epoch 598 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 1401.45 ms
[2020-12-21 05:50:57 main:581] : INFO : Epoch 599 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1422.68 ms
[2020-12-21 05:50:59 main:581] : INFO : Epoch 600 | loss: 0.0311694 | val_loss: 0.0311735 | Time: 1399.3 ms
[2020-12-21 05:51:00 main:581] : INFO : Epoch 601 | loss: 0.0311692 | val_loss: 0.031173 | Time: 1413.5 ms
[2020-12-21 05:51:02 main:581] : INFO : Epoch 602 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 1406.42 ms
[2020-12-21 05:51:03 main:581] : INFO : Epoch 603 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 1409.32 ms
[2020-12-21 05:51:05 main:581] : INFO : Epoch 604 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 1397.76 ms
[2020-12-21 05:51:06 main:581] : INFO : Epoch 605 | loss: 0.0311703 | val_loss: 0.0311712 | Time: 1413.67 ms
[2020-12-21 05:51:07 main:581] : INFO : Epoch 606 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 1407.37 ms
[2020-12-21 05:51:09 main:581] : INFO : Epoch 607 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1406.89 ms
[2020-12-21 05:51:10 main:581] : INFO : Epoch 608 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 1408.13 ms
[2020-12-21 05:51:12 main:581] : INFO : Epoch 609 | loss: 0.0311742 | val_loss: 0.0311718 | Time: 1405.9 ms
[2020-12-21 05:51:13 main:581] : INFO : Epoch 610 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 1426.46 ms
[2020-12-21 05:51:14 main:581] : INFO : Epoch 611 | loss: 0.0311674 | val_loss: 0.0311782 | Time: 1436.12 ms
[2020-12-21 05:51:16 main:581] : INFO : Epoch 612 | loss: 0.0311744 | val_loss: 0.0311739 | Time: 1413.91 ms
[2020-12-21 05:51:17 main:581] : INFO : Epoch 613 | loss: 0.0311786 | val_loss: 0.0311743 | Time: 1400.18 ms
[2020-12-21 05:51:19 main:581] : INFO : Epoch 614 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1404.31 ms
[2020-12-21 05:51:20 main:581] : INFO : Epoch 615 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 1417.9 ms
[2020-12-21 05:51:21 main:581] : INFO : Epoch 616 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 1394.95 ms
[2020-12-21 05:51:23 main:581] : INFO : Epoch 617 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 1418.71 ms
[2020-12-21 05:51:24 main:581] : INFO : Epoch 618 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 1417.79 ms
[2020-12-21 05:51:26 main:581] : INFO : Epoch 619 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 1412.94 ms
[2020-12-21 05:51:27 main:581] : INFO : Epoch 620 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 1406.39 ms
[2020-12-21 05:51:28 main:581] : INFO : Epoch 621 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 1395.9 ms
[2020-12-21 05:51:30 main:581] : INFO : Epoch 622 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 1412.24 ms
[2020-12-21 05:51:31 main:581] : INFO : Epoch 623 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1384.01 ms
[2020-12-21 05:51:33 main:581] : INFO : Epoch 624 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1425.53 ms
[2020-12-21 05:51:34 main:581] : INFO : Epoch 625 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 1375.62 ms
[2020-12-21 05:51:35 main:581] : INFO : Epoch 626 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 1379.32 ms
[2020-12-21 05:51:37 main:581] : INFO : Epoch 627 | loss: 0.031167 | val_loss: 0.0311813 | Time: 1410.83 ms
[2020-12-21 05:51:38 main:581] : INFO : Epoch 628 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 1384.39 ms
[2020-12-21 05:51:40 main:581] : INFO : Epoch 629 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1385.05 ms
[2020-12-21 05:51:41 main:581] : INFO : Epoch 630 | loss: 0.0311637 | val_loss: 0.031174 | Time: 1394.47 ms
[2020-12-21 05:51:42 main:581] : INFO : Epoch 631 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 1394.67 ms
[2020-12-21 05:51:44 main:581] : INFO : Epoch 632 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 1411.42 ms
[2020-12-21 05:51:45 main:581] : INFO : Epoch 633 | loss: 0.031168 | val_loss: 0.0311708 | Time: 1435.81 ms
[2020-12-21 05:51:47 main:581] : INFO : Epoch 634 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1450.37 ms
[2020-12-21 05:51:48 main:581] : INFO : Epoch 635 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1474.49 ms
[2020-12-21 05:51:50 main:581] : INFO : Epoch 636 | loss: 0.0311657 | val_loss: 0.03117 | Time: 1452.95 ms
[2020-12-21 05:51:51 main:581] : INFO : Epoch 637 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1466.53 ms
[2020-12-21 05:51:53 main:581] : INFO : Epoch 638 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 1419.54 ms
[2020-12-21 05:51:54 main:581] : INFO : Epoch 639 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1440.84 ms
[2020-12-21 05:51:55 main:581] : INFO : Epoch 640 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1434.83 ms
[2020-12-21 05:51:57 main:581] : INFO : Epoch 641 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 1446.26 ms
[2020-12-21 05:51:58 main:581] : INFO : Epoch 642 | loss: 0.031165 | val_loss: 0.0311761 | Time: 1436.72 ms
[2020-12-21 05:52:00 main:581] : INFO : Epoch 643 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 1414.22 ms
[2020-12-21 05:52:01 main:581] : INFO : Epoch 644 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1444.31 ms
[2020-12-21 05:52:03 main:581] : INFO : Epoch 645 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1437.22 ms
[2020-12-21 05:52:04 main:581] : INFO : Epoch 646 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 1453.72 ms
[2020-12-21 05:52:06 main:581] : INFO : Epoch 647 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 1443.02 ms
[2020-12-21 05:52:07 main:581] : INFO : Epoch 648 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 1436.25 ms
[2020-12-21 05:52:08 main:581] : INFO : Epoch 649 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1456.19 ms
[2020-12-21 05:52:10 main:581] : INFO : Epoch 650 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 1451.88 ms
[2020-12-21 05:52:11 main:581] : INFO : Epoch 651 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1457.91 ms
[2020-12-21 05:52:13 main:581] : INFO : Epoch 652 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1435.1 ms
[2020-12-21 05:52:14 main:581] : INFO : Epoch 653 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 1434.63 ms
[2020-12-21 05:52:16 main:581] : INFO : Epoch 654 | loss: 0.031161 | val_loss: 0.0311697 | Time: 1447.42 ms
[2020-12-21 05:52:17 main:581] : INFO : Epoch 655 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1436.15 ms
[2020-12-21 05:52:18 main:581] : INFO : Epoch 656 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1425.84 ms
[2020-12-21 05:52:20 main:581] : INFO : Epoch 657 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1420.85 ms
[2020-12-21 05:52:21 main:581] : INFO : Epoch 658 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1426.37 ms
[2020-12-21 05:52:23 main:581] : INFO : Epoch 659 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 1421.98 ms
[2020-12-21 05:52:24 main:581] : INFO : Epoch 660 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1413.02 ms
[2020-12-21 05:52:26 main:581] : INFO : Epoch 661 | loss: 0.0311629 | val_loss: 0.03117 | Time: 1410.72 ms
[2020-12-21 05:52:27 main:581] : INFO : Epoch 662 | loss: 0.0311627 | val_loss: 0.0311703 | Time: 1399.36 ms
[2020-12-21 05:52:28 main:581] : INFO : Epoch 663 | loss: 0.0311672 | val_loss: 0.0311823 | Time: 1416.08 ms
[2020-12-21 05:52:30 main:581] : INFO : Epoch 664 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 1424.2 ms
[2020-12-21 05:52:31 main:581] : INFO : Epoch 665 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 1424.76 ms
[2020-12-21 05:52:33 main:581] : INFO : Epoch 666 | loss: 0.031161 | val_loss: 0.0311694 | Time: 1430.95 ms
[2020-12-21 05:52:34 main:581] : INFO : Epoch 667 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 1415.94 ms
[2020-12-21 05:52:36 main:581] : INFO : Epoch 668 | loss: 0.0311643 | val_loss: 0.0311775 | Time: 1417.88 ms
[2020-12-21 05:52:37 main:581] : INFO : Epoch 669 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 1415.6 ms
[2020-12-21 05:52:38 main:581] : INFO : Epoch 670 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 1426.33 ms
[2020-12-21 05:52:40 main:581] : INFO : Epoch 671 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1424.45 ms
[2020-12-21 05:52:41 main:581] : INFO : Epoch 672 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1447.46 ms
[2020-12-21 05:52:43 main:581] : INFO : Epoch 673 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 1445.41 ms
[2020-12-21 05:52:44 main:581] : INFO : Epoch 674 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1414.06 ms
[2020-12-21 05:52:46 main:581] : INFO : Epoch 675 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 1416.76 ms
[2020-12-21 05:52:47 main:581] : INFO : Epoch 676 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 1402.54 ms
[2020-12-21 05:52:48 main:581] : INFO : Epoch 677 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 1429.13 ms
[2020-12-21 05:52:50 main:581] : INFO : Epoch 678 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 1416.29 ms
[2020-12-21 05:52:51 main:581] : INFO : Epoch 679 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 1408.39 ms
[2020-12-21 05:52:53 main:581] : INFO : Epoch 680 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 1398.96 ms
[2020-12-21 05:52:54 main:581] : INFO : Epoch 681 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 1407.51 ms
[2020-12-21 05:52:55 main:581] : INFO : Epoch 682 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 1407.23 ms
[2020-12-21 05:52:57 main:581] : INFO : Epoch 683 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 1404.84 ms
[2020-12-21 05:52:58 main:581] : INFO : Epoch 684 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 1403.32 ms
[2020-12-21 05:53:00 main:581] : INFO : Epoch 685 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1410.76 ms
[2020-12-21 05:53:01 main:581] : INFO : Epoch 686 | loss: 0.0311649 | val_loss: 0.031171 | Time: 1414.59 ms
[2020-12-21 05:53:02 main:581] : INFO : Epoch 687 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1398.77 ms
[2020-12-21 05:53:04 main:581] : INFO : Epoch 688 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 1411.21 ms
[2020-12-21 05:53:05 main:581] : INFO : Epoch 689 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 1397.46 ms
[2020-12-21 05:53:07 main:581] : INFO : Epoch 690 | loss: 0.0311635 | val_loss: 0.0311707 | Time: 1405.65 ms
[2020-12-21 05:53:08 main:581] : INFO : Epoch 691 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 1405.46 ms
[2020-12-21 05:53:09 main:581] : INFO : Epoch 692 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1413.05 ms
[2020-12-21 05:53:11 main:581] : INFO : Epoch 693 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1403.96 ms
[2020-12-21 05:53:12 main:581] : INFO : Epoch 694 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1403.71 ms
[2020-12-21 05:53:14 main:581] : INFO : Epoch 695 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1397.92 ms
[2020-12-21 05:53:15 main:581] : INFO : Epoch 696 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 1407.97 ms
[2020-12-21 05:53:16 main:581] : INFO : Epoch 697 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 1404.12 ms
[2020-12-21 05:53:18 main:581] : INFO : Epoch 698 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 1397.92 ms
[2020-12-21 05:53:19 main:581] : INFO : Epoch 699 | loss: 0.031163 | val_loss: 0.0311715 | Time: 1410.79 ms
[2020-12-21 05:53:21 main:581] : INFO : Epoch 700 | loss: 0.0311627 | val_loss: 0.0311698 | Time: 1431.92 ms
[2020-12-21 05:53:22 main:581] : INFO : Epoch 701 | loss: 0.0311658 | val_loss: 0.0311712 | Time: 1415.05 ms
[2020-12-21 05:53:24 main:581] : INFO : Epoch 702 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1421.8 ms
[2020-12-21 05:53:25 main:581] : INFO : Epoch 703 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1421.48 ms
[2020-12-21 05:53:26 main:581] : INFO : Epoch 704 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 1416.85 ms
[2020-12-21 05:53:28 main:581] : INFO : Epoch 705 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 1396 ms
[2020-12-21 05:53:29 main:581] : INFO : Epoch 706 | loss: 0.0311668 | val_loss: 0.031172 | Time: 1402.93 ms
[2020-12-21 05:53:31 main:581] : INFO : Epoch 707 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1414.46 ms
[2020-12-21 05:53:32 main:581] : INFO : Epoch 708 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 1433.43 ms
[2020-12-21 05:53:33 main:581] : INFO : Epoch 709 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 1432.21 ms
[2020-12-21 05:53:35 main:581] : INFO : Epoch 710 | loss: 0.031171 | val_loss: 0.0311698 | Time: 1416.3 ms
[2020-12-21 05:53:36 main:581] : INFO : Epoch 711 | loss: 0.031171 | val_loss: 0.0311704 | Time: 1428.37 ms
[2020-12-21 05:53:38 main:581] : INFO : Epoch 712 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 1412.24 ms
[2020-12-21 05:53:39 main:581] : INFO : Epoch 713 | loss: 0.0311704 | val_loss: 0.0311712 | Time: 1420.94 ms
[2020-12-21 05:53:41 main:581] : INFO : Epoch 714 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 1419.56 ms
[2020-12-21 05:53:42 main:581] : INFO : Epoch 715 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 1431.84 ms
[2020-12-21 05:53:43 main:581] : INFO : Epoch 716 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1427.92 ms
[2020-12-21 05:53:45 main:581] : INFO : Epoch 717 | loss: 0.0311773 | val_loss: 0.0311736 | Time: 1410.41 ms
[2020-12-21 05:53:46 main:581] : INFO : Epoch 718 | loss: 0.031175 | val_loss: 0.0311703 | Time: 1421.26 ms
[2020-12-21 05:53:48 main:581] : INFO : Epoch 719 | loss: 0.0311731 | val_loss: 0.0311725 | Time: 1427.58 ms
[2020-12-21 05:53:49 main:581] : INFO : Epoch 720 | loss: 0.0311734 | val_loss: 0.0311698 | Time: 1423.8 ms
[2020-12-21 05:53:51 main:581] : INFO : Epoch 721 | loss: 0.0311767 | val_loss: 0.0311731 | Time: 1420.57 ms
[2020-12-21 05:53:52 main:581] : INFO : Epoch 722 | loss: 0.0311738 | val_loss: 0.0311698 | Time: 1422.05 ms
[2020-12-21 05:53:53 main:581] : INFO : Epoch 723 | loss: 0.0311713 | val_loss: 0.0311688 | Time: 1429.52 ms
[2020-12-21 05:53:55 main:581] : INFO : Epoch 724 | loss: 0.0311712 | val_loss: 0.0311712 | Time: 1418.05 ms
[2020-12-21 05:53:56 main:581] : INFO : Epoch 725 | loss: 0.0311702 | val_loss: 0.0311681 | Time: 1413.55 ms
[2020-12-21 05:53:58 main:581] : INFO : Epoch 726 | loss: 0.0311695 | val_loss: 0.0311683 | Time: 1412.23 ms
[2020-12-21 05:53:59 main:581] : INFO : Epoch 727 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 1417.15 ms
[2020-12-21 05:54:00 main:581] : INFO : Epoch 728 | loss: 0.0311714 | val_loss: 0.0311735 | Time: 1425.86 ms
[2020-12-21 05:54:02 main:581] : INFO : Epoch 729 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 1398.05 ms
[2020-12-21 05:54:03 main:581] : INFO : Epoch 730 | loss: 0.0311771 | val_loss: 0.0311741 | Time: 1409.6 ms
[2020-12-21 05:54:05 main:581] : INFO : Epoch 731 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 1445.03 ms
[2020-12-21 05:54:06 main:581] : INFO : Epoch 732 | loss: 0.031173 | val_loss: 0.0311675 | Time: 1431.67 ms
[2020-12-21 05:54:08 main:581] : INFO : Epoch 733 | loss: 0.0311697 | val_loss: 0.0311663 | Time: 1400.84 ms
[2020-12-21 05:54:09 main:581] : INFO : Epoch 734 | loss: 0.0311672 | val_loss: 0.0311696 | Time: 1415.77 ms
[2020-12-21 05:54:10 main:581] : INFO : Epoch 735 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1406.82 ms
[2020-12-21 05:54:12 main:581] : INFO : Epoch 736 | loss: 0.0311785 | val_loss: 0.0311733 | Time: 1402.43 ms
[2020-12-21 05:54:13 main:581] : INFO : Epoch 737 | loss: 0.0311765 | val_loss: 0.0311725 | Time: 1439.93 ms
[2020-12-21 05:54:15 main:581] : INFO : Epoch 738 | loss: 0.0311721 | val_loss: 0.0311702 | Time: 1448.46 ms
[2020-12-21 05:54:16 main:581] : INFO : Epoch 739 | loss: 0.0311698 | val_loss: 0.03117 | Time: 1426.25 ms
[2020-12-21 05:54:18 main:581] : INFO : Epoch 740 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 1458.07 ms
[2020-12-21 05:54:19 main:581] : INFO : Epoch 741 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 1445.3 ms
[2020-12-21 05:54:20 main:581] : INFO : Epoch 742 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 1427.22 ms
[2020-12-21 05:54:22 main:581] : INFO : Epoch 743 | loss: 0.031169 | val_loss: 0.0311714 | Time: 1450.37 ms
[2020-12-21 05:54:23 main:581] : INFO : Epoch 744 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 1440.79 ms
[2020-12-21 05:54:25 main:581] : INFO : Epoch 745 | loss: 0.0311655 | val_loss: 0.031168 | Time: 1437.57 ms
[2020-12-21 05:54:26 main:581] : INFO : Epoch 746 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1447.61 ms
[2020-12-21 05:54:28 main:581] : INFO : Epoch 747 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1434.53 ms
[2020-12-21 05:54:29 main:581] : INFO : Epoch 748 | loss: 0.0311737 | val_loss: 0.031174 | Time: 1455.28 ms
[2020-12-21 05:54:31 main:581] : INFO : Epoch 749 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 1442.11 ms
[2020-12-21 05:54:32 main:581] : INFO : Epoch 750 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 1439.7 ms
[2020-12-21 05:54:33 main:581] : INFO : Epoch 751 | loss: 0.0311777 | val_loss: 0.031172 | Time: 1433.85 ms
[2020-12-21 05:54:35 main:581] : INFO : Epoch 752 | loss: 0.0311706 | val_loss: 0.0311699 | Time: 1415.48 ms
[2020-12-21 05:54:36 main:581] : INFO : Epoch 753 | loss: 0.0311702 | val_loss: 0.03117 | Time: 1413.45 ms
[2020-12-21 05:54:38 main:581] : INFO : Epoch 754 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 1440.52 ms
[2020-12-21 05:54:39 main:581] : INFO : Epoch 755 | loss: 0.0311708 | val_loss: 0.0311693 | Time: 1434.16 ms
[2020-12-21 05:54:41 main:581] : INFO : Epoch 756 | loss: 0.0311692 | val_loss: 0.0311691 | Time: 1438.55 ms
[2020-12-21 05:54:42 main:581] : INFO : Epoch 757 | loss: 0.0311703 | val_loss: 0.0311685 | Time: 1421.42 ms
[2020-12-21 05:54:43 main:581] : INFO : Epoch 758 | loss: 0.0311691 | val_loss: 0.03117 | Time: 1409.5 ms
[2020-12-21 05:54:45 main:581] : INFO : Epoch 759 | loss: 0.0311683 | val_loss: 0.0311691 | Time: 1415.92 ms
[2020-12-21 05:54:46 main:581] : INFO : Epoch 760 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 1409.5 ms
[2020-12-21 05:54:48 main:581] : INFO : Epoch 761 | loss: 0.0311681 | val_loss: 0.0311699 | Time: 1453.09 ms
[2020-12-21 05:54:49 main:581] : INFO : Epoch 762 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 1417.8 ms
[2020-12-21 05:54:51 main:581] : INFO : Epoch 763 | loss: 0.0311672 | val_loss: 0.031171 | Time: 1446.89 ms
[2020-12-21 05:54:52 main:581] : INFO : Epoch 764 | loss: 0.0311674 | val_loss: 0.0311691 | Time: 1437.69 ms
[2020-12-21 05:54:53 main:581] : INFO : Epoch 765 | loss: 0.0311678 | val_loss: 0.031171 | Time: 1447.53 ms
[2020-12-21 05:54:55 main:581] : INFO : Epoch 766 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1435.25 ms
[2020-12-21 05:54:56 main:581] : INFO : Epoch 767 | loss: 0.0311692 | val_loss: 0.0311681 | Time: 1434.96 ms
[2020-12-21 05:54:58 main:581] : INFO : Epoch 768 | loss: 0.0311672 | val_loss: 0.031169 | Time: 1418.6 ms
[2020-12-21 05:54:59 main:581] : INFO : Epoch 769 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1441.14 ms
[2020-12-21 05:55:01 main:581] : INFO : Epoch 770 | loss: 0.0311671 | val_loss: 0.031172 | Time: 1462.74 ms
[2020-12-21 05:55:02 main:581] : INFO : Epoch 771 | loss: 0.0311678 | val_loss: 0.031169 | Time: 1442.57 ms
[2020-12-21 05:55:03 main:581] : INFO : Epoch 772 | loss: 0.031167 | val_loss: 0.0311716 | Time: 1421.22 ms
[2020-12-21 05:55:05 main:581] : INFO : Epoch 773 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 1447.81 ms
[2020-12-21 05:55:06 main:581] : INFO : Epoch 774 | loss: 0.031168 | val_loss: 0.0311772 | Time: 1440.5 ms
[2020-12-21 05:55:08 main:581] : INFO : Epoch 775 | loss: 0.0311679 | val_loss: 0.0311687 | Time: 1439.35 ms
[2020-12-21 05:55:09 main:581] : INFO : Epoch 776 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 1426.08 ms
[2020-12-21 05:55:11 main:581] : INFO : Epoch 777 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 1447.88 ms
[2020-12-21 05:55:12 main:581] : INFO : Epoch 778 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 1453.17 ms
[2020-12-21 05:55:14 main:581] : INFO : Epoch 779 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 1440.07 ms
[2020-12-21 05:55:15 main:581] : INFO : Epoch 780 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 1428.18 ms
[2020-12-21 05:55:16 main:581] : INFO : Epoch 781 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1446.2 ms
[2020-12-21 05:55:18 main:581] : INFO : Epoch 782 | loss: 0.03117 | val_loss: 0.031176 | Time: 1432.4 ms
[2020-12-21 05:55:19 main:581] : INFO : Epoch 783 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 1438.11 ms
[2020-12-21 05:55:21 main:581] : INFO : Epoch 784 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 1459.74 ms
[2020-12-21 05:55:22 main:581] : INFO : Epoch 785 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 1418.67 ms
[2020-12-21 05:55:24 main:581] : INFO : Epoch 786 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 1415.11 ms
[2020-12-21 05:55:25 main:581] : INFO : Epoch 787 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 1417.14 ms
[2020-12-21 05:55:26 main:581] : INFO : Epoch 788 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 1418.21 ms
[2020-12-21 05:55:28 main:581] : INFO : Epoch 789 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1409.19 ms
[2020-12-21 05:55:29 main:581] : INFO : Epoch 790 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 1389.75 ms
[2020-12-21 05:55:31 main:581] : INFO : Epoch 791 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 1420.1 ms
[2020-12-21 05:55:32 main:581] : INFO : Epoch 792 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 1411.82 ms
[2020-12-21 05:55:33 main:581] : INFO : Epoch 793 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 1427.01 ms
[2020-12-21 05:55:35 main:581] : INFO : Epoch 794 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 1415.69 ms
[2020-12-21 05:55:36 main:581] : INFO : Epoch 795 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1404.46 ms
[2020-12-21 05:55:38 main:581] : INFO : Epoch 796 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1396.78 ms
[2020-12-21 05:55:39 main:581] : INFO : Epoch 797 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 1418.61 ms
[2020-12-21 05:55:41 main:581] : INFO : Epoch 798 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1424.16 ms
[2020-12-21 05:55:42 main:581] : INFO : Epoch 799 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1426.21 ms
[2020-12-21 05:55:43 main:581] : INFO : Epoch 800 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 1412.96 ms
[2020-12-21 05:55:45 main:581] : INFO : Epoch 801 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 1384.49 ms
[2020-12-21 05:55:46 main:581] : INFO : Epoch 802 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 1415.25 ms
[2020-12-21 05:55:48 main:581] : INFO : Epoch 803 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 1422.23 ms
[2020-12-21 05:55:49 main:581] : INFO : Epoch 804 | loss: 0.0311684 | val_loss: 0.0311706 | Time: 1432.3 ms
[2020-12-21 05:55:51 main:581] : INFO : Epoch 805 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 1456.09 ms
[2020-12-21 05:55:52 main:581] : INFO : Epoch 806 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1423.41 ms
[2020-12-21 05:55:53 main:581] : INFO : Epoch 807 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 1396.78 ms
[2020-12-21 05:55:55 main:581] : INFO : Epoch 808 | loss: 0.0311706 | val_loss: 0.0311853 | Time: 1403.81 ms
[2020-12-21 05:55:56 main:581] : INFO : Epoch 809 | loss: 0.0349396 | val_loss: 0.032022 | Time: 1410.97 ms
[2020-12-21 05:55:58 main:581] : INFO : Epoch 810 | loss: 0.037249 | val_loss: 0.0358906 | Time: 1393.96 ms
[2020-12-21 05:55:59 main:581] : INFO : Epoch 811 | loss: 0.0327302 | val_loss: 0.0318387 | Time: 1398.38 ms
[2020-12-21 05:56:00 main:581] : INFO : Epoch 812 | loss: 0.0314943 | val_loss: 0.0313577 | Time: 1408.91 ms
[2020-12-21 05:56:02 main:581] : INFO : Epoch 813 | loss: 0.031292 | val_loss: 0.0312613 | Time: 1411.94 ms
[2020-12-21 05:56:03 main:581] : INFO : Epoch 814 | loss: 0.0312554 | val_loss: 0.0312485 | Time: 1402.68 ms
[2020-12-21 05:56:05 main:581] : INFO : Epoch 815 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1410.47 ms
[2020-12-21 05:56:06 main:581] : INFO : Epoch 816 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1413.82 ms
[2020-12-21 05:56:07 main:581] : INFO : Epoch 817 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 1429.93 ms
[2020-12-21 05:56:09 main:581] : INFO : Epoch 818 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 1409.91 ms
[2020-12-21 05:56:10 main:581] : INFO : Epoch 819 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 1397.78 ms
[2020-12-21 05:56:12 main:581] : INFO : Epoch 820 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 1393.32 ms
[2020-12-21 05:56:13 main:581] : INFO : Epoch 821 | loss: 0.0312332 | val_loss: 0.0312308 | Time: 1390.43 ms
[2020-12-21 05:56:14 main:581] : INFO : Epoch 822 | loss: 0.0312294 | val_loss: 0.0312258 | Time: 1389.12 ms
[2020-12-21 05:56:16 main:581] : INFO : Epoch 823 | loss: 0.0312247 | val_loss: 0.0312205 | Time: 1412.94 ms
[2020-12-21 05:56:17 main:581] : INFO : Epoch 824 | loss: 0.0312193 | val_loss: 0.0312139 | Time: 1423.14 ms
[2020-12-21 05:56:19 main:581] : INFO : Epoch 825 | loss: 0.0312139 | val_loss: 0.0312076 | Time: 1411.9 ms
[2020-12-21 05:56:20 main:581] : INFO : Epoch 826 | loss: 0.0312091 | val_loss: 0.0312036 | Time: 1389.33 ms
[2020-12-21 05:56:21 main:581] : INFO : Epoch 827 | loss: 0.0312046 | val_loss: 0.0312001 | Time: 1408.21 ms
[2020-12-21 05:56:23 main:581] : INFO : Epoch 828 | loss: 0.031202 | val_loss: 0.0311986 | Time: 1397.65 ms
[2020-12-21 05:56:24 main:581] : INFO : Epoch 829 | loss: 0.031201 | val_loss: 0.0311993 | Time: 1408.24 ms
[2020-12-21 05:56:26 main:581] : INFO : Epoch 830 | loss: 0.0311993 | val_loss: 0.0311955 | Time: 1413.8 ms
[2020-12-21 05:56:27 main:581] : INFO : Epoch 831 | loss: 0.0311974 | val_loss: 0.0311933 | Time: 1408.81 ms
[2020-12-21 05:56:28 main:581] : INFO : Epoch 832 | loss: 0.031195 | val_loss: 0.0311917 | Time: 1422.29 ms
[2020-12-21 05:56:30 main:581] : INFO : Epoch 833 | loss: 0.0311954 | val_loss: 0.0311915 | Time: 1394.41 ms
[2020-12-21 05:56:31 main:581] : INFO : Epoch 834 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 1424.33 ms
[2020-12-21 05:56:33 main:581] : INFO : Epoch 835 | loss: 0.0311938 | val_loss: 0.0311914 | Time: 1409.24 ms
[2020-12-21 05:56:34 main:581] : INFO : Epoch 836 | loss: 0.0311932 | val_loss: 0.0311914 | Time: 1400.16 ms
[2020-12-21 05:56:36 main:581] : INFO : Epoch 837 | loss: 0.031192 | val_loss: 0.0311917 | Time: 1393.77 ms
[2020-12-21 05:56:37 main:581] : INFO : Epoch 838 | loss: 0.0311938 | val_loss: 0.031192 | Time: 1408.1 ms
[2020-12-21 05:56:38 main:581] : INFO : Epoch 839 | loss: 0.0311924 | val_loss: 0.0311913 | Time: 1397.98 ms
[2020-12-21 05:56:40 main:581] : INFO : Epoch 840 | loss: 0.0311929 | val_loss: 0.031193 | Time: 1402.41 ms
[2020-12-21 05:56:41 main:581] : INFO : Epoch 841 | loss: 0.0311927 | val_loss: 0.0311895 | Time: 1400.39 ms
[2020-12-21 05:56:43 main:581] : INFO : Epoch 842 | loss: 0.031192 | val_loss: 0.0311899 | Time: 1422.07 ms
[2020-12-21 05:56:44 main:581] : INFO : Epoch 843 | loss: 0.0311902 | val_loss: 0.0311887 | Time: 1419.49 ms
[2020-12-21 05:56:45 main:581] : INFO : Epoch 844 | loss: 0.0311905 | val_loss: 0.0311905 | Time: 1420.44 ms
[2020-12-21 05:56:47 main:581] : INFO : Epoch 845 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 1404.3 ms
[2020-12-21 05:56:48 main:581] : INFO : Epoch 846 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 1433.1 ms
[2020-12-21 05:56:50 main:581] : INFO : Epoch 847 | loss: 0.0311911 | val_loss: 0.031189 | Time: 1429.53 ms
[2020-12-21 05:56:51 main:581] : INFO : Epoch 848 | loss: 0.03119 | val_loss: 0.0311905 | Time: 1414.75 ms
[2020-12-21 05:56:52 main:581] : INFO : Epoch 849 | loss: 0.0311906 | val_loss: 0.0311885 | Time: 1425.83 ms
[2020-12-21 05:56:54 main:581] : INFO : Epoch 850 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1419.41 ms
[2020-12-21 05:56:55 main:581] : INFO : Epoch 851 | loss: 0.0311907 | val_loss: 0.0311884 | Time: 1408 ms
[2020-12-21 05:56:57 main:581] : INFO : Epoch 852 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 1403.33 ms
[2020-12-21 05:56:58 main:581] : INFO : Epoch 853 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 1397.08 ms
[2020-12-21 05:57:00 main:581] : INFO : Epoch 854 | loss: 0.0311913 | val_loss: 0.031191 | Time: 1428.77 ms
[2020-12-21 05:57:01 main:581] : INFO : Epoch 855 | loss: 0.0311908 | val_loss: 0.0311875 | Time: 1436.8 ms
[2020-12-21 05:57:02 main:581] : INFO : Epoch 856 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 1437.76 ms
[2020-12-21 05:57:04 main:581] : INFO : Epoch 857 | loss: 0.0311899 | val_loss: 0.0311882 | Time: 1415.82 ms
[2020-12-21 05:57:05 main:581] : INFO : Epoch 858 | loss: 0.0311887 | val_loss: 0.0311881 | Time: 1397.47 ms
[2020-12-21 05:57:07 main:581] : INFO : Epoch 859 | loss: 0.0311893 | val_loss: 0.0311881 | Time: 1432.24 ms
[2020-12-21 05:57:08 main:581] : INFO : Epoch 860 | loss: 0.0311885 | val_loss: 0.0311889 | Time: 1413.87 ms
[2020-12-21 05:57:09 main:581] : INFO : Epoch 861 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 1410.18 ms
[2020-12-21 05:57:11 main:581] : INFO : Epoch 862 | loss: 0.0311906 | val_loss: 0.0311905 | Time: 1411.78 ms
[2020-12-21 05:57:12 main:581] : INFO : Epoch 863 | loss: 0.0311909 | val_loss: 0.0311877 | Time: 1423.74 ms
[2020-12-21 05:57:14 main:581] : INFO : Epoch 864 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 1415.28 ms
[2020-12-21 05:57:15 main:581] : INFO : Epoch 865 | loss: 0.0311877 | val_loss: 0.0311867 | Time: 1412.2 ms
[2020-12-21 05:57:17 main:581] : INFO : Epoch 866 | loss: 0.031189 | val_loss: 0.0311879 | Time: 1434.08 ms
[2020-12-21 05:57:18 main:581] : INFO : Epoch 867 | loss: 0.0311898 | val_loss: 0.031187 | Time: 1401.11 ms
[2020-12-21 05:57:19 main:581] : INFO : Epoch 868 | loss: 0.0311886 | val_loss: 0.0311878 | Time: 1414.4 ms
[2020-12-21 05:57:21 main:581] : INFO : Epoch 869 | loss: 0.031188 | val_loss: 0.0311876 | Time: 1409.58 ms
[2020-12-21 05:57:22 main:581] : INFO : Epoch 870 | loss: 0.031189 | val_loss: 0.0311891 | Time: 1423.54 ms
[2020-12-21 05:57:24 main:581] : INFO : Epoch 871 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1403.19 ms
[2020-12-21 05:57:25 main:581] : INFO : Epoch 872 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 1413.04 ms
[2020-12-21 05:57:26 main:581] : INFO : Epoch 873 | loss: 0.0311903 | val_loss: 0.0311884 | Time: 1404.99 ms
[2020-12-21 05:57:28 main:581] : INFO : Epoch 874 | loss: 0.0311892 | val_loss: 0.0311898 | Time: 1411.65 ms
[2020-12-21 05:57:29 main:581] : INFO : Epoch 875 | loss: 0.031189 | val_loss: 0.03119 | Time: 1432.32 ms
[2020-12-21 05:57:31 main:581] : INFO : Epoch 876 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 1432.06 ms
[2020-12-21 05:57:32 main:581] : INFO : Epoch 877 | loss: 0.0311898 | val_loss: 0.0311886 | Time: 1447.69 ms
[2020-12-21 05:57:34 main:581] : INFO : Epoch 878 | loss: 0.0311924 | val_loss: 0.0311885 | Time: 1436.75 ms
[2020-12-21 05:57:35 main:581] : INFO : Epoch 879 | loss: 0.0311907 | val_loss: 0.0311868 | Time: 1437 ms
[2020-12-21 05:57:37 main:581] : INFO : Epoch 880 | loss: 0.0311938 | val_loss: 0.0311875 | Time: 1447.49 ms
[2020-12-21 05:57:38 main:581] : INFO : Epoch 881 | loss: 0.03119 | val_loss: 0.031191 | Time: 1409.17 ms
[2020-12-21 05:57:39 main:581] : INFO : Epoch 882 | loss: 0.031191 | val_loss: 0.031185 | Time: 1408.6 ms
[2020-12-21 05:57:41 main:581] : INFO : Epoch 883 | loss: 0.0311891 | val_loss: 0.0311853 | Time: 1427.56 ms
[2020-12-21 05:57:42 main:581] : INFO : Epoch 884 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 1423.87 ms
[2020-12-21 05:57:44 main:581] : INFO : Epoch 885 | loss: 0.0311872 | val_loss: 0.031184 | Time: 1452.36 ms
[2020-12-21 05:57:45 main:581] : INFO : Epoch 886 | loss: 0.031187 | val_loss: 0.0311848 | Time: 1439.28 ms
[2020-12-21 05:57:47 main:581] : INFO : Epoch 887 | loss: 0.0311885 | val_loss: 0.0311845 | Time: 1447.25 ms
[2020-12-21 05:57:48 main:581] : INFO : Epoch 888 | loss: 0.0311881 | val_loss: 0.0311853 | Time: 1397.39 ms
[2020-12-21 05:57:49 main:581] : INFO : Epoch 889 | loss: 0.0311854 | val_loss: 0.0311823 | Time: 1422.78 ms
[2020-12-21 05:57:51 main:581] : INFO : Epoch 890 | loss: 0.0311849 | val_loss: 0.0311823 | Time: 1415.27 ms
[2020-12-21 05:57:52 main:581] : INFO : Epoch 891 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 1445.07 ms
[2020-12-21 05:57:54 main:581] : INFO : Epoch 892 | loss: 0.0311859 | val_loss: 0.0311824 | Time: 1443.45 ms
[2020-12-21 05:57:55 main:581] : INFO : Epoch 893 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 1414.64 ms
[2020-12-21 05:57:56 main:581] : INFO : Epoch 894 | loss: 0.031186 | val_loss: 0.031182 | Time: 1421.67 ms
[2020-12-21 05:57:58 main:581] : INFO : Epoch 895 | loss: 0.0311837 | val_loss: 0.0311813 | Time: 1410.21 ms
[2020-12-21 05:57:59 main:581] : INFO : Epoch 896 | loss: 0.031185 | val_loss: 0.0311813 | Time: 1408.38 ms
[2020-12-21 05:58:01 main:581] : INFO : Epoch 897 | loss: 0.0311846 | val_loss: 0.0311809 | Time: 1421.21 ms
[2020-12-21 05:58:02 main:581] : INFO : Epoch 898 | loss: 0.0311845 | val_loss: 0.0311808 | Time: 1422.57 ms
[2020-12-21 05:58:04 main:581] : INFO : Epoch 899 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 1449.46 ms
[2020-12-21 05:58:05 main:581] : INFO : Epoch 900 | loss: 0.0311844 | val_loss: 0.0311807 | Time: 1429.93 ms
[2020-12-21 05:58:06 main:581] : INFO : Epoch 901 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 1428.41 ms
[2020-12-21 05:58:08 main:581] : INFO : Epoch 902 | loss: 0.0311836 | val_loss: 0.0311808 | Time: 1422.98 ms
[2020-12-21 05:58:09 main:581] : INFO : Epoch 903 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 1421.48 ms
[2020-12-21 05:58:11 main:581] : INFO : Epoch 904 | loss: 0.031183 | val_loss: 0.0311829 | Time: 1437.23 ms
[2020-12-21 05:58:12 main:581] : INFO : Epoch 905 | loss: 0.031183 | val_loss: 0.0311811 | Time: 1436.86 ms
[2020-12-21 05:58:14 main:581] : INFO : Epoch 906 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1416.71 ms
[2020-12-21 05:58:15 main:581] : INFO : Epoch 907 | loss: 0.0311828 | val_loss: 0.0311807 | Time: 1417.66 ms
[2020-12-21 05:58:16 main:581] : INFO : Epoch 908 | loss: 0.0311841 | val_loss: 0.0311816 | Time: 1433.18 ms
[2020-12-21 05:58:18 main:581] : INFO : Epoch 909 | loss: 0.0311839 | val_loss: 0.0311806 | Time: 1437.3 ms
[2020-12-21 05:58:19 main:581] : INFO : Epoch 910 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 1426.81 ms
[2020-12-21 05:58:21 main:581] : INFO : Epoch 911 | loss: 0.0311833 | val_loss: 0.0311835 | Time: 1410.46 ms
[2020-12-21 05:58:22 main:581] : INFO : Epoch 912 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 1416.14 ms
[2020-12-21 05:58:24 main:581] : INFO : Epoch 913 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 1425.29 ms
[2020-12-21 05:58:25 main:581] : INFO : Epoch 914 | loss: 0.0311853 | val_loss: 0.0311806 | Time: 1427.52 ms
[2020-12-21 05:58:26 main:581] : INFO : Epoch 915 | loss: 0.0311826 | val_loss: 0.0311795 | Time: 1417.59 ms
[2020-12-21 05:58:28 main:581] : INFO : Epoch 916 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 1421.08 ms
[2020-12-21 05:58:29 main:581] : INFO : Epoch 917 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 1404.99 ms
[2020-12-21 05:58:31 main:581] : INFO : Epoch 918 | loss: 0.031186 | val_loss: 0.0311842 | Time: 1394.01 ms
[2020-12-21 05:58:32 main:581] : INFO : Epoch 919 | loss: 0.0311853 | val_loss: 0.0311828 | Time: 1419.07 ms
[2020-12-21 05:58:33 main:581] : INFO : Epoch 920 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 1415.02 ms
[2020-12-21 05:58:35 main:581] : INFO : Epoch 921 | loss: 0.031182 | val_loss: 0.0311821 | Time: 1429.19 ms
[2020-12-21 05:58:36 main:581] : INFO : Epoch 922 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 1425.62 ms
[2020-12-21 05:58:38 main:581] : INFO : Epoch 923 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 1401.71 ms
[2020-12-21 05:58:39 main:581] : INFO : Epoch 924 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 1499.54 ms
[2020-12-21 05:58:41 main:581] : INFO : Epoch 925 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 1397.69 ms
[2020-12-21 05:58:42 main:581] : INFO : Epoch 926 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 1427.27 ms
[2020-12-21 05:58:43 main:581] : INFO : Epoch 927 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 1418 ms
[2020-12-21 05:58:45 main:581] : INFO : Epoch 928 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 1421.71 ms
[2020-12-21 05:58:46 main:581] : INFO : Epoch 929 | loss: 0.0311816 | val_loss: 0.0311801 | Time: 1401.22 ms
[2020-12-21 05:58:48 main:581] : INFO : Epoch 930 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 1408.47 ms
[2020-12-21 05:58:49 main:581] : INFO : Epoch 931 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 1395.85 ms
[2020-12-21 05:58:51 main:581] : INFO : Epoch 932 | loss: 0.0311828 | val_loss: 0.0311826 | Time: 1416.2 ms
[2020-12-21 05:58:52 main:581] : INFO : Epoch 933 | loss: 0.0311842 | val_loss: 0.031183 | Time: 1401.96 ms
[2020-12-21 05:58:53 main:581] : INFO : Epoch 934 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 1418.4 ms
[2020-12-21 05:58:55 main:581] : INFO : Epoch 935 | loss: 0.031182 | val_loss: 0.0311813 | Time: 1405.18 ms
[2020-12-21 05:58:56 main:581] : INFO : Epoch 936 | loss: 0.0311836 | val_loss: 0.0311806 | Time: 1392.34 ms
[2020-12-21 05:58:58 main:581] : INFO : Epoch 937 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 1399.43 ms
[2020-12-21 05:58:59 main:581] : INFO : Epoch 938 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 1398 ms
[2020-12-21 05:59:00 main:581] : INFO : Epoch 939 | loss: 0.0311813 | val_loss: 0.0311903 | Time: 1409.98 ms
[2020-12-21 05:59:02 main:581] : INFO : Epoch 940 | loss: 0.0311852 | val_loss: 0.0311792 | Time: 1405.13 ms
[2020-12-21 05:59:03 main:581] : INFO : Epoch 941 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 1405.61 ms
[2020-12-21 05:59:05 main:581] : INFO : Epoch 942 | loss: 0.0311841 | val_loss: 0.0311794 | Time: 1434.82 ms
[2020-12-21 05:59:06 main:581] : INFO : Epoch 943 | loss: 0.0311815 | val_loss: 0.0311795 | Time: 1416.6 ms
[2020-12-21 05:59:07 main:581] : INFO : Epoch 944 | loss: 0.031181 | val_loss: 0.031182 | Time: 1387.54 ms
[2020-12-21 05:59:09 main:581] : INFO : Epoch 945 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1406.46 ms
[2020-12-21 05:59:10 main:581] : INFO : Epoch 946 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 1406.02 ms
[2020-12-21 05:59:12 main:581] : INFO : Epoch 947 | loss: 0.0311813 | val_loss: 0.0311839 | Time: 1421.06 ms
[2020-12-21 05:59:13 main:581] : INFO : Epoch 948 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 1433.46 ms
[2020-12-21 05:59:14 main:581] : INFO : Epoch 949 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 1435.95 ms
[2020-12-21 05:59:16 main:581] : INFO : Epoch 950 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1425.52 ms
[2020-12-21 05:59:17 main:581] : INFO : Epoch 951 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 1412.92 ms
[2020-12-21 05:59:19 main:581] : INFO : Epoch 952 | loss: 0.0311808 | val_loss: 0.0311778 | Time: 1407.29 ms
[2020-12-21 05:59:20 main:581] : INFO : Epoch 953 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1397.49 ms
[2020-12-21 05:59:22 main:581] : INFO : Epoch 954 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 1422.77 ms
[2020-12-21 05:59:23 main:581] : INFO : Epoch 955 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 1412.54 ms
[2020-12-21 05:59:24 main:581] : INFO : Epoch 956 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1424.78 ms
[2020-12-21 05:59:26 main:581] : INFO : Epoch 957 | loss: 0.0311831 | val_loss: 0.031181 | Time: 1424.78 ms
[2020-12-21 05:59:27 main:581] : INFO : Epoch 958 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1420.88 ms
[2020-12-21 05:59:29 main:581] : INFO : Epoch 959 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 1424 ms
[2020-12-21 05:59:30 main:581] : INFO : Epoch 960 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1403.09 ms
[2020-12-21 05:59:31 main:581] : INFO : Epoch 961 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 1421.59 ms
[2020-12-21 05:59:33 main:581] : INFO : Epoch 962 | loss: 0.0311828 | val_loss: 0.0311819 | Time: 1409.01 ms
[2020-12-21 05:59:34 main:581] : INFO : Epoch 963 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 1414.91 ms
[2020-12-21 05:59:36 main:581] : INFO : Epoch 964 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 1437.53 ms
[2020-12-21 05:59:37 main:581] : INFO : Epoch 965 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 1416.2 ms
[2020-12-21 05:59:39 main:581] : INFO : Epoch 966 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 1408.15 ms
[2020-12-21 05:59:40 main:581] : INFO : Epoch 967 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 1411.21 ms
[2020-12-21 05:59:41 main:581] : INFO : Epoch 968 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 1435.45 ms
[2020-12-21 05:59:43 main:581] : INFO : Epoch 969 | loss: 0.0311813 | val_loss: 0.0311787 | Time: 1404.31 ms
[2020-12-21 05:59:44 main:581] : INFO : Epoch 970 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 1417.49 ms
[2020-12-21 05:59:46 main:581] : INFO : Epoch 971 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1410.29 ms
[2020-12-21 05:59:47 main:581] : INFO : Epoch 972 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 1422.63 ms
[2020-12-21 05:59:49 main:581] : INFO : Epoch 973 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 1424.19 ms
[2020-12-21 05:59:50 main:581] : INFO : Epoch 974 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1400.97 ms
[2020-12-21 05:59:51 main:581] : INFO : Epoch 975 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1393.31 ms
[2020-12-21 05:59:53 main:581] : INFO : Epoch 976 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1403.78 ms
[2020-12-21 05:59:54 main:581] : INFO : Epoch 977 | loss: 0.0311826 | val_loss: 0.031181 | Time: 1412.94 ms
[2020-12-21 05:59:56 main:581] : INFO : Epoch 978 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1407.91 ms
[2020-12-21 05:59:57 main:581] : INFO : Epoch 979 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1405.89 ms
[2020-12-21 05:59:58 main:581] : INFO : Epoch 980 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1406.61 ms
[2020-12-21 06:00:00 main:581] : INFO : Epoch 981 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1398.07 ms
[2020-12-21 06:00:01 main:581] : INFO : Epoch 982 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 1399.29 ms
[2020-12-21 06:00:03 main:581] : INFO : Epoch 983 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 1406.52 ms
[2020-12-21 06:00:04 main:581] : INFO : Epoch 984 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 1419.12 ms
[2020-12-21 06:00:05 main:581] : INFO : Epoch 985 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 1406.57 ms
[2020-12-21 06:00:07 main:581] : INFO : Epoch 986 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 1417.18 ms
[2020-12-21 06:00:08 main:581] : INFO : Epoch 987 | loss: 0.0311847 | val_loss: 0.0311793 | Time: 1413.47 ms
[2020-12-21 06:00:10 main:581] : INFO : Epoch 988 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 1415.45 ms
[2020-12-21 06:00:11 main:581] : INFO : Epoch 989 | loss: 0.0311768 | val_loss: 0.0311825 | Time: 1421.74 ms
[2020-12-21 06:00:12 main:581] : INFO : Epoch 990 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1408.72 ms
[2020-12-21 06:00:14 main:581] : INFO : Epoch 991 | loss: 0.0311828 | val_loss: 0.0311786 | Time: 1389.63 ms
[2020-12-21 06:00:15 main:581] : INFO : Epoch 992 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 1408.59 ms
[2020-12-21 06:00:17 main:581] : INFO : Epoch 993 | loss: 0.0311823 | val_loss: 0.031183 | Time: 1416.03 ms
[2020-12-21 06:00:18 main:581] : INFO : Epoch 994 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1417.37 ms
[2020-12-21 06:00:19 main:581] : INFO : Epoch 995 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 1418.68 ms
[2020-12-21 06:00:21 main:581] : INFO : Epoch 996 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 1416.72 ms
[2020-12-21 06:00:22 main:581] : INFO : Epoch 997 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 1429.68 ms
[2020-12-21 06:00:24 main:581] : INFO : Epoch 998 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1400.81 ms
[2020-12-21 06:00:25 main:581] : INFO : Epoch 999 | loss: 0.031177 | val_loss: 0.0311784 | Time: 1399.18 ms
[2020-12-21 06:00:27 main:581] : INFO : Epoch 1000 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1406.69 ms
[2020-12-21 06:00:28 main:581] : INFO : Epoch 1001 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 1411.17 ms
[2020-12-21 06:00:29 main:581] : INFO : Epoch 1002 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1452.16 ms
[2020-12-21 06:00:31 main:581] : INFO : Epoch 1003 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1433.66 ms
[2020-12-21 06:00:32 main:581] : INFO : Epoch 1004 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 1421.1 ms
[2020-12-21 06:00:34 main:581] : INFO : Epoch 1005 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 1417.46 ms
[2020-12-21 06:00:35 main:581] : INFO : Epoch 1006 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1440.73 ms
[2020-12-21 06:00:37 main:581] : INFO : Epoch 1007 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 1401.91 ms
[2020-12-21 06:00:38 main:581] : INFO : Epoch 1008 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1556.34 ms
[2020-12-21 06:00:39 main:581] : INFO : Epoch 1009 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 1415.23 ms
[2020-12-21 06:00:41 main:581] : INFO : Epoch 1010 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 1409.17 ms
[2020-12-21 06:00:42 main:581] : INFO : Epoch 1011 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1423.06 ms
[2020-12-21 06:00:44 main:581] : INFO : Epoch 1012 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1415.21 ms
[2020-12-21 06:00:45 main:581] : INFO : Epoch 1013 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1404.22 ms
[2020-12-21 06:00:47 main:581] : INFO : Epoch 1014 | loss: 0.0311775 | val_loss: 0.03118 | Time: 1436.65 ms
[2020-12-21 06:00:48 main:581] : INFO : Epoch 1015 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1427.59 ms
[2020-12-21 06:00:49 main:581] : INFO : Epoch 1016 | loss: 0.0311861 | val_loss: 0.031189 | Time: 1391.68 ms
[2020-12-21 06:00:51 main:581] : INFO : Epoch 1017 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 1383.61 ms
[2020-12-21 06:00:52 main:581] : INFO : Epoch 1018 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 1405.8 ms
[2020-12-21 06:00:54 main:581] : INFO : Epoch 1019 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1406.6 ms
[2020-12-21 06:00:55 main:581] : INFO : Epoch 1020 | loss: 0.031174 | val_loss: 0.0311775 | Time: 1399.58 ms
[2020-12-21 06:00:56 main:581] : INFO : Epoch 1021 | loss: 0.031175 | val_loss: 0.0311787 | Time: 1386.32 ms
[2020-12-21 06:00:58 main:581] : INFO : Epoch 1022 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1380.05 ms
[2020-12-21 06:00:59 main:581] : INFO : Epoch 1023 | loss: 0.031177 | val_loss: 0.0311803 | Time: 1388.48 ms
[2020-12-21 06:01:01 main:581] : INFO : Epoch 1024 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1415.02 ms
[2020-12-21 06:01:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311784
[2020-12-21 06:01:01 main:610] : INFO : Saving end state to config to file
[2020-12-21 06:01:01 main:615] : INFO : Success, exiting..
06:01:01 (1045699): 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)