Task 3362469
| Name | ParityModified-1605151389-8675-11_0 |
| Workunit | 1622369 |
| Created | 20 Dec 2020, 1:39:35 UTC |
| Sent | 21 Dec 2020, 4:02:13 UTC |
| Report deadline | 28 Dec 2020, 4:02:13 UTC |
| Received | 21 Dec 2020, 15:42:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 9 sec |
| CPU time | 24 min 6 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: 0.0311633 | val_loss: 0.0311722 | Time: 1432.21 ms
[2020-12-21 09:53:42 main:581] : INFO : Epoch 511 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1451.71 ms
[2020-12-21 09:53:43 main:581] : INFO : Epoch 512 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 1446.62 ms
[2020-12-21 09:53:44 main:581] : INFO : Epoch 513 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1451.83 ms
[2020-12-21 09:53:46 main:581] : INFO : Epoch 514 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1464.99 ms
[2020-12-21 09:53:47 main:581] : INFO : Epoch 515 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 1443.3 ms
[2020-12-21 09:53:49 main:581] : INFO : Epoch 516 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 1449.85 ms
[2020-12-21 09:53:50 main:581] : INFO : Epoch 517 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 1447.78 ms
[2020-12-21 09:53:52 main:581] : INFO : Epoch 518 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 1428.7 ms
[2020-12-21 09:53:53 main:581] : INFO : Epoch 519 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 1448.91 ms
[2020-12-21 09:53:55 main:581] : INFO : Epoch 520 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 1426.96 ms
[2020-12-21 09:53:56 main:581] : INFO : Epoch 521 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1479.19 ms
[2020-12-21 09:53:58 main:581] : INFO : Epoch 522 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 1453.6 ms
[2020-12-21 09:53:59 main:581] : INFO : Epoch 523 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1434.35 ms
[2020-12-21 09:54:00 main:581] : INFO : Epoch 524 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1446.57 ms
[2020-12-21 09:54:02 main:581] : INFO : Epoch 525 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 1430.97 ms
[2020-12-21 09:54:03 main:581] : INFO : Epoch 526 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 1394.45 ms
[2020-12-21 09:54:05 main:581] : INFO : Epoch 527 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 1386 ms
[2020-12-21 09:54:06 main:581] : INFO : Epoch 528 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 1407.1 ms
[2020-12-21 09:54:07 main:581] : INFO : Epoch 529 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1410.38 ms
[2020-12-21 09:54:09 main:581] : INFO : Epoch 530 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1419.64 ms
[2020-12-21 09:54:10 main:581] : INFO : Epoch 531 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 1422.46 ms
[2020-12-21 09:54:12 main:581] : INFO : Epoch 532 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1410.84 ms
[2020-12-21 09:54:13 main:581] : INFO : Epoch 533 | loss: 0.0311666 | val_loss: 0.031174 | Time: 1430.69 ms
[2020-12-21 09:54:15 main:581] : INFO : Epoch 534 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 1437.07 ms
[2020-12-21 09:54:16 main:581] : INFO : Epoch 535 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1434.95 ms
[2020-12-21 09:54:17 main:581] : INFO : Epoch 536 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 1401.8 ms
[2020-12-21 09:54:19 main:581] : INFO : Epoch 537 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1404.05 ms
[2020-12-21 09:54:20 main:581] : INFO : Epoch 538 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 1414.48 ms
[2020-12-21 09:54:22 main:581] : INFO : Epoch 539 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 1419.58 ms
[2020-12-21 09:54:23 main:581] : INFO : Epoch 540 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1402.58 ms
[2020-12-21 09:54:24 main:581] : INFO : Epoch 541 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 1420.18 ms
[2020-12-21 09:54:26 main:581] : INFO : Epoch 542 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1391.03 ms
[2020-12-21 09:54:27 main:581] : INFO : Epoch 543 | loss: 0.0311644 | val_loss: 0.0311718 | Time: 1409.29 ms
[2020-12-21 09:54:29 main:581] : INFO : Epoch 544 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 1450.68 ms
[2020-12-21 09:54:30 main:581] : INFO : Epoch 545 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1399.42 ms
[2020-12-21 09:54:32 main:581] : INFO : Epoch 546 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1396.97 ms
[2020-12-21 09:54:33 main:581] : INFO : Epoch 547 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1411.67 ms
[2020-12-21 09:54:34 main:581] : INFO : Epoch 548 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1395.89 ms
[2020-12-21 09:54:36 main:581] : INFO : Epoch 549 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1401.07 ms
[2020-12-21 09:54:37 main:581] : INFO : Epoch 550 | loss: 0.0311649 | val_loss: 0.031172 | Time: 1398.48 ms
[2020-12-21 09:54:39 main:581] : INFO : Epoch 551 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 1396.45 ms
[2020-12-21 09:54:40 main:581] : INFO : Epoch 552 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 1384.34 ms
[2020-12-21 09:54:41 main:581] : INFO : Epoch 553 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 1386.61 ms
[2020-12-21 09:54:43 main:581] : INFO : Epoch 554 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1385.16 ms
[2020-12-21 09:54:44 main:581] : INFO : Epoch 555 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 1396.08 ms
[2020-12-21 09:54:45 main:581] : INFO : Epoch 556 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1383.16 ms
[2020-12-21 09:54:47 main:581] : INFO : Epoch 557 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1394.18 ms
[2020-12-21 09:54:48 main:581] : INFO : Epoch 558 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 1392.17 ms
[2020-12-21 09:54:50 main:581] : INFO : Epoch 559 | loss: 0.031165 | val_loss: 0.0311754 | Time: 1392.93 ms
[2020-12-21 09:54:51 main:581] : INFO : Epoch 560 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1384.47 ms
[2020-12-21 09:54:52 main:581] : INFO : Epoch 561 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1395.86 ms
[2020-12-21 09:54:54 main:581] : INFO : Epoch 562 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 1383.42 ms
[2020-12-21 09:54:55 main:581] : INFO : Epoch 563 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1382.57 ms
[2020-12-21 09:54:57 main:581] : INFO : Epoch 564 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 1385.73 ms
[2020-12-21 09:54:58 main:581] : INFO : Epoch 565 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1396.11 ms
[2020-12-21 09:54:59 main:581] : INFO : Epoch 566 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 1411.66 ms
[2020-12-21 09:55:01 main:581] : INFO : Epoch 567 | loss: 0.0311651 | val_loss: 0.031173 | Time: 1383.06 ms
[2020-12-21 09:55:02 main:581] : INFO : Epoch 568 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 1418.05 ms
[2020-12-21 09:55:04 main:581] : INFO : Epoch 569 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 1415.69 ms
[2020-12-21 09:55:05 main:581] : INFO : Epoch 570 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 1416.18 ms
[2020-12-21 09:55:06 main:581] : INFO : Epoch 571 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 1407.58 ms
[2020-12-21 09:55:08 main:581] : INFO : Epoch 572 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 1406.71 ms
[2020-12-21 09:55:09 main:581] : INFO : Epoch 573 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1398.5 ms
[2020-12-21 09:55:11 main:581] : INFO : Epoch 574 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1415.18 ms
[2020-12-21 09:55:12 main:581] : INFO : Epoch 575 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 1411 ms
[2020-12-21 09:55:13 main:581] : INFO : Epoch 576 | loss: 0.0311655 | val_loss: 0.0311821 | Time: 1395.54 ms
[2020-12-21 09:55:15 main:581] : INFO : Epoch 577 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 1405.07 ms
[2020-12-21 09:55:16 main:581] : INFO : Epoch 578 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1423.73 ms
[2020-12-21 09:55:18 main:581] : INFO : Epoch 579 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 1401.18 ms
[2020-12-21 09:55:19 main:581] : INFO : Epoch 580 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 1422.44 ms
[2020-12-21 09:55:20 main:581] : INFO : Epoch 581 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 1390.08 ms
[2020-12-21 09:55:22 main:581] : INFO : Epoch 582 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 1392.18 ms
[2020-12-21 09:55:23 main:581] : INFO : Epoch 583 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 1404.12 ms
[2020-12-21 09:55:25 main:581] : INFO : Epoch 584 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 1407.1 ms
[2020-12-21 09:55:26 main:581] : INFO : Epoch 585 | loss: 0.031162 | val_loss: 0.0311729 | Time: 1415.92 ms
[2020-12-21 09:55:28 main:581] : INFO : Epoch 586 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 1421 ms
[2020-12-21 09:55:29 main:581] : INFO : Epoch 587 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 1402.24 ms
[2020-12-21 09:55:30 main:581] : INFO : Epoch 588 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 1398.84 ms
[2020-12-21 09:55:32 main:581] : INFO : Epoch 589 | loss: 0.0311625 | val_loss: 0.031175 | Time: 1408.04 ms
[2020-12-21 09:55:33 main:581] : INFO : Epoch 590 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1385.44 ms
[2020-12-21 09:55:35 main:581] : INFO : Epoch 591 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 1413.68 ms
[2020-12-21 09:55:36 main:581] : INFO : Epoch 592 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1408.35 ms
[2020-12-21 09:55:37 main:581] : INFO : Epoch 593 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1415.13 ms
[2020-12-21 09:55:39 main:581] : INFO : Epoch 594 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1395.5 ms
[2020-12-21 09:55:40 main:581] : INFO : Epoch 595 | loss: 0.0311663 | val_loss: 0.0311739 | Time: 1408.07 ms
[2020-12-21 09:55:42 main:581] : INFO : Epoch 596 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1425.82 ms
[2020-12-21 09:55:43 main:581] : INFO : Epoch 597 | loss: 0.0311654 | val_loss: 0.031174 | Time: 1414.33 ms
[2020-12-21 09:55:44 main:581] : INFO : Epoch 598 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1411.14 ms
[2020-12-21 09:55:46 main:581] : INFO : Epoch 599 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 1413.26 ms
[2020-12-21 09:55:47 main:581] : INFO : Epoch 600 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 1398.88 ms
[2020-12-21 09:55:49 main:581] : INFO : Epoch 601 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1379.49 ms
[2020-12-21 09:55:50 main:581] : INFO : Epoch 602 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 1408.44 ms
[2020-12-21 09:55:51 main:581] : INFO : Epoch 603 | loss: 0.031164 | val_loss: 0.0311719 | Time: 1405.52 ms
[2020-12-21 09:55:53 main:581] : INFO : Epoch 604 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 1421.57 ms
[2020-12-21 09:55:54 main:581] : INFO : Epoch 605 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1412.5 ms
[2020-12-21 09:55:56 main:581] : INFO : Epoch 606 | loss: 0.03117 | val_loss: 0.0311739 | Time: 1422.86 ms
[2020-12-21 09:55:57 main:581] : INFO : Epoch 607 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1400.48 ms
[2020-12-21 09:55:58 main:581] : INFO : Epoch 608 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 1408 ms
[2020-12-21 09:56:00 main:581] : INFO : Epoch 609 | loss: 0.0311782 | val_loss: 0.0312159 | Time: 1394.18 ms
[2020-12-21 09:56:01 main:581] : INFO : Epoch 610 | loss: 0.0311971 | val_loss: 0.0311746 | Time: 1403.84 ms
[2020-12-21 09:56:03 main:581] : INFO : Epoch 611 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1437.24 ms
[2020-12-21 09:56:04 main:581] : INFO : Epoch 612 | loss: 0.0311699 | val_loss: 0.0311717 | Time: 1414.71 ms
[2020-12-21 09:56:06 main:581] : INFO : Epoch 613 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 1433.9 ms
[2020-12-21 09:56:07 main:581] : INFO : Epoch 614 | loss: 0.0311656 | val_loss: 0.031172 | Time: 1415.06 ms
[2020-12-21 09:56:08 main:581] : INFO : Epoch 615 | loss: 0.0311654 | val_loss: 0.0311713 | Time: 1416.75 ms
[2020-12-21 09:56:10 main:581] : INFO : Epoch 616 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1442.38 ms
[2020-12-21 09:56:11 main:581] : INFO : Epoch 617 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 1420.52 ms
[2020-12-21 09:56:13 main:581] : INFO : Epoch 618 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1437.21 ms
[2020-12-21 09:56:14 main:581] : INFO : Epoch 619 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1421.19 ms
[2020-12-21 09:56:16 main:581] : INFO : Epoch 620 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 1438.5 ms
[2020-12-21 09:56:17 main:581] : INFO : Epoch 621 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 1430.54 ms
[2020-12-21 09:56:18 main:581] : INFO : Epoch 622 | loss: 0.031168 | val_loss: 0.0311751 | Time: 1414.9 ms
[2020-12-21 09:56:20 main:581] : INFO : Epoch 623 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 1419.33 ms
[2020-12-21 09:56:21 main:581] : INFO : Epoch 624 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1421.37 ms
[2020-12-21 09:56:23 main:581] : INFO : Epoch 625 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1431.67 ms
[2020-12-21 09:56:24 main:581] : INFO : Epoch 626 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 1427.01 ms
[2020-12-21 09:56:26 main:581] : INFO : Epoch 627 | loss: 0.0311672 | val_loss: 0.0311721 | Time: 1422.53 ms
[2020-12-21 09:56:27 main:581] : INFO : Epoch 628 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 1403.49 ms
[2020-12-21 09:56:28 main:581] : INFO : Epoch 629 | loss: 0.031166 | val_loss: 0.0311775 | Time: 1388.47 ms
[2020-12-21 09:56:30 main:581] : INFO : Epoch 630 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 1417.99 ms
[2020-12-21 09:56:31 main:581] : INFO : Epoch 631 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1436.07 ms
[2020-12-21 09:56:33 main:581] : INFO : Epoch 632 | loss: 0.0311668 | val_loss: 0.031174 | Time: 1416.52 ms
[2020-12-21 09:56:34 main:581] : INFO : Epoch 633 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1421.56 ms
[2020-12-21 09:56:35 main:581] : INFO : Epoch 634 | loss: 0.031167 | val_loss: 0.031173 | Time: 1404.72 ms
[2020-12-21 09:56:37 main:581] : INFO : Epoch 635 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 1384.22 ms
[2020-12-21 09:56:38 main:581] : INFO : Epoch 636 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 1396.99 ms
[2020-12-21 09:56:40 main:581] : INFO : Epoch 637 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 1421.13 ms
[2020-12-21 09:56:41 main:581] : INFO : Epoch 638 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1433.7 ms
[2020-12-21 09:56:42 main:581] : INFO : Epoch 639 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 1416 ms
[2020-12-21 09:56:44 main:581] : INFO : Epoch 640 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 1398.76 ms
[2020-12-21 09:56:45 main:581] : INFO : Epoch 641 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1432.03 ms
[2020-12-21 09:56:47 main:581] : INFO : Epoch 642 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 1418.37 ms
[2020-12-21 09:56:48 main:581] : INFO : Epoch 643 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 1414.1 ms
[2020-12-21 09:56:50 main:581] : INFO : Epoch 644 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1400.1 ms
[2020-12-21 09:56:51 main:581] : INFO : Epoch 645 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 1387.54 ms
[2020-12-21 09:56:52 main:581] : INFO : Epoch 646 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 1401.13 ms
[2020-12-21 09:56:54 main:581] : INFO : Epoch 647 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 1402.4 ms
[2020-12-21 09:56:55 main:581] : INFO : Epoch 648 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 1425.76 ms
[2020-12-21 09:56:57 main:581] : INFO : Epoch 649 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 1440.16 ms
[2020-12-21 09:56:58 main:581] : INFO : Epoch 650 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 1439.73 ms
[2020-12-21 09:56:59 main:581] : INFO : Epoch 651 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1422.17 ms
[2020-12-21 09:57:01 main:581] : INFO : Epoch 652 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 1398 ms
[2020-12-21 09:57:02 main:581] : INFO : Epoch 653 | loss: 0.0311616 | val_loss: 0.0311706 | Time: 1397.69 ms
[2020-12-21 09:57:04 main:581] : INFO : Epoch 654 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 1430.96 ms
[2020-12-21 09:57:05 main:581] : INFO : Epoch 655 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1441.8 ms
[2020-12-21 09:57:07 main:581] : INFO : Epoch 656 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1437.07 ms
[2020-12-21 09:57:08 main:581] : INFO : Epoch 657 | loss: 0.031162 | val_loss: 0.0311772 | Time: 1427.33 ms
[2020-12-21 09:57:09 main:581] : INFO : Epoch 658 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 1447.72 ms
[2020-12-21 09:57:11 main:581] : INFO : Epoch 659 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 1382.92 ms
[2020-12-21 09:57:12 main:581] : INFO : Epoch 660 | loss: 0.0311605 | val_loss: 0.031174 | Time: 1376.75 ms
[2020-12-21 09:57:14 main:581] : INFO : Epoch 661 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 1391.49 ms
[2020-12-21 09:57:15 main:581] : INFO : Epoch 662 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1386.15 ms
[2020-12-21 09:57:16 main:581] : INFO : Epoch 663 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 1395.65 ms
[2020-12-21 09:57:18 main:581] : INFO : Epoch 664 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1406.18 ms
[2020-12-21 09:57:19 main:581] : INFO : Epoch 665 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1388.15 ms
[2020-12-21 09:57:21 main:581] : INFO : Epoch 666 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 1376.78 ms
[2020-12-21 09:57:22 main:581] : INFO : Epoch 667 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 1416.02 ms
[2020-12-21 09:57:23 main:581] : INFO : Epoch 668 | loss: 0.0311624 | val_loss: 0.0311735 | Time: 1384.32 ms
[2020-12-21 09:57:25 main:581] : INFO : Epoch 669 | loss: 0.0311611 | val_loss: 0.031173 | Time: 1418.01 ms
[2020-12-21 09:57:26 main:581] : INFO : Epoch 670 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1391.46 ms
[2020-12-21 09:57:28 main:581] : INFO : Epoch 671 | loss: 0.031161 | val_loss: 0.0311768 | Time: 1392.53 ms
[2020-12-21 09:57:29 main:581] : INFO : Epoch 672 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1376.55 ms
[2020-12-21 09:57:30 main:581] : INFO : Epoch 673 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 1387.87 ms
[2020-12-21 09:57:32 main:581] : INFO : Epoch 674 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 1379.89 ms
[2020-12-21 09:57:33 main:581] : INFO : Epoch 675 | loss: 0.0311599 | val_loss: 0.0311722 | Time: 1394.37 ms
[2020-12-21 09:57:35 main:581] : INFO : Epoch 676 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 1439.19 ms
[2020-12-21 09:57:36 main:581] : INFO : Epoch 677 | loss: 0.0311597 | val_loss: 0.0311714 | Time: 1441.38 ms
[2020-12-21 09:57:37 main:581] : INFO : Epoch 678 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 1431.87 ms
[2020-12-21 09:57:39 main:581] : INFO : Epoch 679 | loss: 0.0311594 | val_loss: 0.0311725 | Time: 1424.06 ms
[2020-12-21 09:57:40 main:581] : INFO : Epoch 680 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 1385.88 ms
[2020-12-21 09:57:42 main:581] : INFO : Epoch 681 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 1389.16 ms
[2020-12-21 09:57:43 main:581] : INFO : Epoch 682 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 1405.97 ms
[2020-12-21 09:57:44 main:581] : INFO : Epoch 683 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 1410.82 ms
[2020-12-21 09:57:46 main:581] : INFO : Epoch 684 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 1416.14 ms
[2020-12-21 09:57:47 main:581] : INFO : Epoch 685 | loss: 0.031161 | val_loss: 0.0311704 | Time: 1411.09 ms
[2020-12-21 09:57:49 main:581] : INFO : Epoch 686 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 1406.67 ms
[2020-12-21 09:57:50 main:581] : INFO : Epoch 687 | loss: 0.031162 | val_loss: 0.0311732 | Time: 1439.65 ms
[2020-12-21 09:57:52 main:581] : INFO : Epoch 688 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1463.06 ms
[2020-12-21 09:57:53 main:581] : INFO : Epoch 689 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1450.39 ms
[2020-12-21 09:57:54 main:581] : INFO : Epoch 690 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1432.35 ms
[2020-12-21 09:57:56 main:581] : INFO : Epoch 691 | loss: 0.031163 | val_loss: 0.0311691 | Time: 1425.94 ms
[2020-12-21 09:57:57 main:581] : INFO : Epoch 692 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1426.69 ms
[2020-12-21 09:57:59 main:581] : INFO : Epoch 693 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 1444.3 ms
[2020-12-21 09:58:00 main:581] : INFO : Epoch 694 | loss: 0.0311625 | val_loss: 0.031168 | Time: 1417.49 ms
[2020-12-21 09:58:02 main:581] : INFO : Epoch 695 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 1407.76 ms
[2020-12-21 09:58:03 main:581] : INFO : Epoch 696 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1424.96 ms
[2020-12-21 09:58:04 main:581] : INFO : Epoch 697 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 1396.08 ms
[2020-12-21 09:58:06 main:581] : INFO : Epoch 698 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 1412.94 ms
[2020-12-21 09:58:07 main:581] : INFO : Epoch 699 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 1436.38 ms
[2020-12-21 09:58:09 main:581] : INFO : Epoch 700 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1394.96 ms
[2020-12-21 09:58:10 main:581] : INFO : Epoch 701 | loss: 0.031163 | val_loss: 0.0311691 | Time: 1413.36 ms
[2020-12-21 09:58:11 main:581] : INFO : Epoch 702 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 1426.47 ms
[2020-12-21 09:58:13 main:581] : INFO : Epoch 703 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 1412.67 ms
[2020-12-21 09:58:14 main:581] : INFO : Epoch 704 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1412.52 ms
[2020-12-21 09:58:16 main:581] : INFO : Epoch 705 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 1420.62 ms
[2020-12-21 09:58:17 main:581] : INFO : Epoch 706 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 1418.63 ms
[2020-12-21 09:58:19 main:581] : INFO : Epoch 707 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1417.49 ms
[2020-12-21 09:58:20 main:581] : INFO : Epoch 708 | loss: 0.031164 | val_loss: 0.0311688 | Time: 1435.58 ms
[2020-12-21 09:58:21 main:581] : INFO : Epoch 709 | loss: 0.0311648 | val_loss: 0.0311692 | Time: 1433.31 ms
[2020-12-21 09:58:23 main:581] : INFO : Epoch 710 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 1444.6 ms
[2020-12-21 09:58:24 main:581] : INFO : Epoch 711 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1425.98 ms
[2020-12-21 09:58:26 main:581] : INFO : Epoch 712 | loss: 0.031164 | val_loss: 0.0311689 | Time: 1424.04 ms
[2020-12-21 09:58:27 main:581] : INFO : Epoch 713 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 1411.23 ms
[2020-12-21 09:58:29 main:581] : INFO : Epoch 714 | loss: 0.031163 | val_loss: 0.0311683 | Time: 1430.34 ms
[2020-12-21 09:58:30 main:581] : INFO : Epoch 715 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 1450.41 ms
[2020-12-21 09:58:31 main:581] : INFO : Epoch 716 | loss: 0.0311631 | val_loss: 0.0311669 | Time: 1436.04 ms
[2020-12-21 09:58:33 main:581] : INFO : Epoch 717 | loss: 0.0311629 | val_loss: 0.0311702 | Time: 1413.79 ms
[2020-12-21 09:58:34 main:581] : INFO : Epoch 718 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 1402.67 ms
[2020-12-21 09:58:36 main:581] : INFO : Epoch 719 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 1409.06 ms
[2020-12-21 09:58:37 main:581] : INFO : Epoch 720 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 1393.07 ms
[2020-12-21 09:58:38 main:581] : INFO : Epoch 721 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 1403.39 ms
[2020-12-21 09:58:40 main:581] : INFO : Epoch 722 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 1399.84 ms
[2020-12-21 09:58:41 main:581] : INFO : Epoch 723 | loss: 0.0311637 | val_loss: 0.031171 | Time: 1404.73 ms
[2020-12-21 09:58:43 main:581] : INFO : Epoch 724 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 1399.39 ms
[2020-12-21 09:58:44 main:581] : INFO : Epoch 725 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 1404.37 ms
[2020-12-21 09:58:45 main:581] : INFO : Epoch 726 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1395.41 ms
[2020-12-21 09:58:47 main:581] : INFO : Epoch 727 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 1430.64 ms
[2020-12-21 09:58:48 main:581] : INFO : Epoch 728 | loss: 0.031165 | val_loss: 0.0311698 | Time: 1454.1 ms
[2020-12-21 09:58:50 main:581] : INFO : Epoch 729 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1520.67 ms
[2020-12-21 09:58:51 main:581] : INFO : Epoch 730 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1424.59 ms
[2020-12-21 09:58:53 main:581] : INFO : Epoch 731 | loss: 0.0311681 | val_loss: 0.0311698 | Time: 1404.71 ms
[2020-12-21 09:58:54 main:581] : INFO : Epoch 732 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1394.43 ms
[2020-12-21 09:58:55 main:581] : INFO : Epoch 733 | loss: 0.0311686 | val_loss: 0.031172 | Time: 1401 ms
[2020-12-21 09:58:57 main:581] : INFO : Epoch 734 | loss: 0.0311869 | val_loss: 0.0312015 | Time: 1399.29 ms
[2020-12-21 09:58:58 main:581] : INFO : Epoch 735 | loss: 0.031192 | val_loss: 0.0311793 | Time: 1396.95 ms
[2020-12-21 09:59:00 main:581] : INFO : Epoch 736 | loss: 0.0311847 | val_loss: 0.0311791 | Time: 1391.57 ms
[2020-12-21 09:59:01 main:581] : INFO : Epoch 737 | loss: 0.0311838 | val_loss: 0.0311796 | Time: 1405.57 ms
[2020-12-21 09:59:02 main:581] : INFO : Epoch 738 | loss: 0.0311842 | val_loss: 0.0311799 | Time: 1392.91 ms
[2020-12-21 09:59:04 main:581] : INFO : Epoch 739 | loss: 0.0311838 | val_loss: 0.031178 | Time: 1452.7 ms
[2020-12-21 09:59:05 main:581] : INFO : Epoch 740 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1425.79 ms
[2020-12-21 09:59:07 main:581] : INFO : Epoch 741 | loss: 0.0311836 | val_loss: 0.0311825 | Time: 1417.09 ms
[2020-12-21 09:59:08 main:581] : INFO : Epoch 742 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 1407.59 ms
[2020-12-21 09:59:10 main:581] : INFO : Epoch 743 | loss: 0.0311809 | val_loss: 0.0311792 | Time: 1403.45 ms
[2020-12-21 09:59:11 main:581] : INFO : Epoch 744 | loss: 0.0311819 | val_loss: 0.0311788 | Time: 1437.23 ms
[2020-12-21 09:59:12 main:581] : INFO : Epoch 745 | loss: 0.031181 | val_loss: 0.0311789 | Time: 1435.52 ms
[2020-12-21 09:59:14 main:581] : INFO : Epoch 746 | loss: 0.0311808 | val_loss: 0.0311787 | Time: 1455.72 ms
[2020-12-21 09:59:15 main:581] : INFO : Epoch 747 | loss: 0.0311814 | val_loss: 0.0311789 | Time: 1428.78 ms
[2020-12-21 09:59:17 main:581] : INFO : Epoch 748 | loss: 0.0311803 | val_loss: 0.0311793 | Time: 1467.66 ms
[2020-12-21 09:59:18 main:581] : INFO : Epoch 749 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 1415.05 ms
[2020-12-21 09:59:20 main:581] : INFO : Epoch 750 | loss: 0.031181 | val_loss: 0.0311773 | Time: 1436.32 ms
[2020-12-21 09:59:21 main:581] : INFO : Epoch 751 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 1400.92 ms
[2020-12-21 09:59:22 main:581] : INFO : Epoch 752 | loss: 0.0311798 | val_loss: 0.0311775 | Time: 1402.43 ms
[2020-12-21 09:59:24 main:581] : INFO : Epoch 753 | loss: 0.0311797 | val_loss: 0.0311771 | Time: 1415.72 ms
[2020-12-21 09:59:25 main:581] : INFO : Epoch 754 | loss: 0.0311796 | val_loss: 0.0311788 | Time: 1400.97 ms
[2020-12-21 09:59:27 main:581] : INFO : Epoch 755 | loss: 0.031181 | val_loss: 0.0311819 | Time: 1406.67 ms
[2020-12-21 09:59:28 main:581] : INFO : Epoch 756 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 1410.66 ms
[2020-12-21 09:59:30 main:581] : INFO : Epoch 757 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 1403.04 ms
[2020-12-21 09:59:31 main:581] : INFO : Epoch 758 | loss: 0.0311819 | val_loss: 0.0311773 | Time: 1416.42 ms
[2020-12-21 09:59:32 main:581] : INFO : Epoch 759 | loss: 0.0311793 | val_loss: 0.0311769 | Time: 1403.05 ms
[2020-12-21 09:59:34 main:581] : INFO : Epoch 760 | loss: 0.0311796 | val_loss: 0.0311769 | Time: 1434.79 ms
[2020-12-21 09:59:35 main:581] : INFO : Epoch 761 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 1433.91 ms
[2020-12-21 09:59:37 main:581] : INFO : Epoch 762 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 1426.7 ms
[2020-12-21 09:59:38 main:581] : INFO : Epoch 763 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 1425.84 ms
[2020-12-21 09:59:39 main:581] : INFO : Epoch 764 | loss: 0.031179 | val_loss: 0.0311777 | Time: 1431.44 ms
[2020-12-21 09:59:41 main:581] : INFO : Epoch 765 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 1435.29 ms
[2020-12-21 09:59:42 main:581] : INFO : Epoch 766 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 1426.89 ms
[2020-12-21 09:59:44 main:581] : INFO : Epoch 767 | loss: 0.0311791 | val_loss: 0.0311766 | Time: 1426.87 ms
[2020-12-21 09:59:45 main:581] : INFO : Epoch 768 | loss: 0.031178 | val_loss: 0.0311767 | Time: 1405.7 ms
[2020-12-21 09:59:47 main:581] : INFO : Epoch 769 | loss: 0.0311782 | val_loss: 0.0311765 | Time: 1415.82 ms
[2020-12-21 09:59:48 main:581] : INFO : Epoch 770 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 1414.04 ms
[2020-12-21 09:59:49 main:581] : INFO : Epoch 771 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 1429.5 ms
[2020-12-21 09:59:51 main:581] : INFO : Epoch 772 | loss: 0.0311785 | val_loss: 0.0311769 | Time: 1401.61 ms
[2020-12-21 09:59:52 main:581] : INFO : Epoch 773 | loss: 0.0311785 | val_loss: 0.0311773 | Time: 1407.29 ms
[2020-12-21 09:59:54 main:581] : INFO : Epoch 774 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 1403.95 ms
[2020-12-21 09:59:55 main:581] : INFO : Epoch 775 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 1393.38 ms
[2020-12-21 09:59:56 main:581] : INFO : Epoch 776 | loss: 0.031178 | val_loss: 0.0311764 | Time: 1399.36 ms
[2020-12-21 09:59:58 main:581] : INFO : Epoch 777 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 1389.67 ms
[2020-12-21 09:59:59 main:581] : INFO : Epoch 778 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 1382.66 ms
[2020-12-21 10:00:01 main:581] : INFO : Epoch 779 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 1393.58 ms
[2020-12-21 10:00:02 main:581] : INFO : Epoch 780 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1388.76 ms
[2020-12-21 10:00:03 main:581] : INFO : Epoch 781 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 1393.4 ms
[2020-12-21 10:00:05 main:581] : INFO : Epoch 782 | loss: 0.0324797 | val_loss: 0.03186 | Time: 1384.23 ms
[2020-12-21 10:00:06 main:581] : INFO : Epoch 783 | loss: 0.0320507 | val_loss: 0.0315095 | Time: 1395.6 ms
[2020-12-21 10:00:08 main:581] : INFO : Epoch 784 | loss: 0.0313281 | val_loss: 0.0312228 | Time: 1401.5 ms
[2020-12-21 10:00:09 main:581] : INFO : Epoch 785 | loss: 0.0312027 | val_loss: 0.0311921 | Time: 1392.85 ms
[2020-12-21 10:00:10 main:581] : INFO : Epoch 786 | loss: 0.0311892 | val_loss: 0.0311803 | Time: 1383.52 ms
[2020-12-21 10:00:12 main:581] : INFO : Epoch 787 | loss: 0.0311824 | val_loss: 0.0311785 | Time: 1391.53 ms
[2020-12-21 10:00:13 main:581] : INFO : Epoch 788 | loss: 0.0311813 | val_loss: 0.0311779 | Time: 1389.49 ms
[2020-12-21 10:00:15 main:581] : INFO : Epoch 789 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 1387.82 ms
[2020-12-21 10:00:16 main:581] : INFO : Epoch 790 | loss: 0.0311808 | val_loss: 0.0311781 | Time: 1402.84 ms
[2020-12-21 10:00:17 main:581] : INFO : Epoch 791 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1444.95 ms
[2020-12-21 10:00:19 main:581] : INFO : Epoch 792 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 1412.78 ms
[2020-12-21 10:00:20 main:581] : INFO : Epoch 793 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 1442.68 ms
[2020-12-21 10:00:22 main:581] : INFO : Epoch 794 | loss: 0.0311803 | val_loss: 0.0311773 | Time: 1420.26 ms
[2020-12-21 10:00:23 main:581] : INFO : Epoch 795 | loss: 0.0311793 | val_loss: 0.031177 | Time: 1418.59 ms
[2020-12-21 10:00:24 main:581] : INFO : Epoch 796 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 1400.94 ms
[2020-12-21 10:00:26 main:581] : INFO : Epoch 797 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 1403.66 ms
[2020-12-21 10:00:27 main:581] : INFO : Epoch 798 | loss: 0.0311791 | val_loss: 0.0311765 | Time: 1418.36 ms
[2020-12-21 10:00:29 main:581] : INFO : Epoch 799 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 1427.16 ms
[2020-12-21 10:00:30 main:581] : INFO : Epoch 800 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1424.95 ms
[2020-12-21 10:00:32 main:581] : INFO : Epoch 801 | loss: 0.0311791 | val_loss: 0.031177 | Time: 1407.2 ms
[2020-12-21 10:00:33 main:581] : INFO : Epoch 802 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 1437.97 ms
[2020-12-21 10:00:34 main:581] : INFO : Epoch 803 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 1452.35 ms
[2020-12-21 10:00:36 main:581] : INFO : Epoch 804 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 1404.84 ms
[2020-12-21 10:00:37 main:581] : INFO : Epoch 805 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 1397.67 ms
[2020-12-21 10:00:39 main:581] : INFO : Epoch 806 | loss: 0.0311796 | val_loss: 0.0311775 | Time: 1408.85 ms
[2020-12-21 10:00:40 main:581] : INFO : Epoch 807 | loss: 0.03118 | val_loss: 0.0311795 | Time: 1465.79 ms
[2020-12-21 10:00:42 main:581] : INFO : Epoch 808 | loss: 0.0311802 | val_loss: 0.031178 | Time: 1420.83 ms
[2020-12-21 10:00:43 main:581] : INFO : Epoch 809 | loss: 0.0311781 | val_loss: 0.031177 | Time: 1449.97 ms
[2020-12-21 10:00:44 main:581] : INFO : Epoch 810 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1450.39 ms
[2020-12-21 10:00:46 main:581] : INFO : Epoch 811 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1457.32 ms
[2020-12-21 10:00:47 main:581] : INFO : Epoch 812 | loss: 0.031178 | val_loss: 0.0311774 | Time: 1431.52 ms
[2020-12-21 10:00:49 main:581] : INFO : Epoch 813 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 1417 ms
[2020-12-21 10:00:50 main:581] : INFO : Epoch 814 | loss: 0.0311772 | val_loss: 0.0311767 | Time: 1433.26 ms
[2020-12-21 10:00:52 main:581] : INFO : Epoch 815 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1417.15 ms
[2020-12-21 10:00:53 main:581] : INFO : Epoch 816 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 1462.54 ms
[2020-12-21 10:00:54 main:581] : INFO : Epoch 817 | loss: 0.0311776 | val_loss: 0.031177 | Time: 1420.82 ms
[2020-12-21 10:00:56 main:581] : INFO : Epoch 818 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1405.23 ms
[2020-12-21 10:00:57 main:581] : INFO : Epoch 819 | loss: 0.0311773 | val_loss: 0.0311773 | Time: 1387.13 ms
[2020-12-21 10:00:59 main:581] : INFO : Epoch 820 | loss: 0.031177 | val_loss: 0.0311765 | Time: 1412.92 ms
[2020-12-21 10:01:00 main:581] : INFO : Epoch 821 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1447.79 ms
[2020-12-21 10:01:02 main:581] : INFO : Epoch 822 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 1385.66 ms
[2020-12-21 10:01:03 main:581] : INFO : Epoch 823 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 1403.7 ms
[2020-12-21 10:01:04 main:581] : INFO : Epoch 824 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 1403.9 ms
[2020-12-21 10:01:06 main:581] : INFO : Epoch 825 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 1417.82 ms
[2020-12-21 10:01:07 main:581] : INFO : Epoch 826 | loss: 0.031177 | val_loss: 0.0311773 | Time: 1465.23 ms
[2020-12-21 10:01:09 main:581] : INFO : Epoch 827 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 1420.44 ms
[2020-12-21 10:01:10 main:581] : INFO : Epoch 828 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 1427.47 ms
[2020-12-21 10:01:12 main:581] : INFO : Epoch 829 | loss: 0.0311771 | val_loss: 0.031179 | Time: 1453.9 ms
[2020-12-21 10:01:13 main:581] : INFO : Epoch 830 | loss: 0.031178 | val_loss: 0.0311774 | Time: 1421.48 ms
[2020-12-21 10:01:14 main:581] : INFO : Epoch 831 | loss: 0.031177 | val_loss: 0.0311773 | Time: 1457.83 ms
[2020-12-21 10:01:16 main:581] : INFO : Epoch 832 | loss: 0.031177 | val_loss: 0.0311769 | Time: 1455.42 ms
[2020-12-21 10:01:17 main:581] : INFO : Epoch 833 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 1430.9 ms
[2020-12-21 10:01:19 main:581] : INFO : Epoch 834 | loss: 0.031178 | val_loss: 0.0311767 | Time: 1403.82 ms
[2020-12-21 10:01:20 main:581] : INFO : Epoch 835 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1421.46 ms
[2020-12-21 10:01:22 main:581] : INFO : Epoch 836 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1422.17 ms
[2020-12-21 10:01:23 main:581] : INFO : Epoch 837 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1428.34 ms
[2020-12-21 10:01:24 main:581] : INFO : Epoch 838 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 1422.74 ms
[2020-12-21 10:01:26 main:581] : INFO : Epoch 839 | loss: 0.031177 | val_loss: 0.0311772 | Time: 1413.73 ms
[2020-12-21 10:01:27 main:581] : INFO : Epoch 840 | loss: 0.0311797 | val_loss: 0.0311768 | Time: 1413.02 ms
[2020-12-21 10:01:29 main:581] : INFO : Epoch 841 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 1434.1 ms
[2020-12-21 10:01:30 main:581] : INFO : Epoch 842 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 1434.84 ms
[2020-12-21 10:01:31 main:581] : INFO : Epoch 843 | loss: 0.0311766 | val_loss: 0.031179 | Time: 1426.24 ms
[2020-12-21 10:01:33 main:581] : INFO : Epoch 844 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1434.83 ms
[2020-12-21 10:01:34 main:581] : INFO : Epoch 845 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1419.45 ms
[2020-12-21 10:01:36 main:581] : INFO : Epoch 846 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 1423.87 ms
[2020-12-21 10:01:37 main:581] : INFO : Epoch 847 | loss: 0.0311762 | val_loss: 0.0311765 | Time: 1483.64 ms
[2020-12-21 10:01:39 main:581] : INFO : Epoch 848 | loss: 0.031176 | val_loss: 0.0311764 | Time: 1409.93 ms
[2020-12-21 10:01:40 main:581] : INFO : Epoch 849 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 1428.62 ms
[2020-12-21 10:01:42 main:581] : INFO : Epoch 850 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 1420.41 ms
[2020-12-21 10:01:43 main:581] : INFO : Epoch 851 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 1433.83 ms
[2020-12-21 10:01:44 main:581] : INFO : Epoch 852 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 1401.25 ms
[2020-12-21 10:01:46 main:581] : INFO : Epoch 853 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 1410.84 ms
[2020-12-21 10:01:47 main:581] : INFO : Epoch 854 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 1408.28 ms
[2020-12-21 10:01:49 main:581] : INFO : Epoch 855 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 1394.24 ms
[2020-12-21 10:01:50 main:581] : INFO : Epoch 856 | loss: 0.031176 | val_loss: 0.0311759 | Time: 1387.46 ms
[2020-12-21 10:01:51 main:581] : INFO : Epoch 857 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 1397.08 ms
[2020-12-21 10:01:53 main:581] : INFO : Epoch 858 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1395.73 ms
[2020-12-21 10:01:54 main:581] : INFO : Epoch 859 | loss: 0.0311769 | val_loss: 0.0311755 | Time: 1398.12 ms
[2020-12-21 10:01:56 main:581] : INFO : Epoch 860 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 1403.36 ms
[2020-12-21 10:01:57 main:581] : INFO : Epoch 861 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 1398.19 ms
[2020-12-21 10:01:58 main:581] : INFO : Epoch 862 | loss: 0.0311758 | val_loss: 0.0311761 | Time: 1412.86 ms
[2020-12-21 10:02:00 main:581] : INFO : Epoch 863 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 1414.38 ms
[2020-12-21 10:02:01 main:581] : INFO : Epoch 864 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 1409.64 ms
[2020-12-21 10:02:03 main:581] : INFO : Epoch 865 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 1395.03 ms
[2020-12-21 10:02:04 main:581] : INFO : Epoch 866 | loss: 0.0311755 | val_loss: 0.031176 | Time: 1393.57 ms
[2020-12-21 10:02:05 main:581] : INFO : Epoch 867 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 1403.52 ms
[2020-12-21 10:02:07 main:581] : INFO : Epoch 868 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 1378.34 ms
[2020-12-21 10:02:08 main:581] : INFO : Epoch 869 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 1395.82 ms
[2020-12-21 10:02:10 main:581] : INFO : Epoch 870 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 1397.59 ms
[2020-12-21 10:02:11 main:581] : INFO : Epoch 871 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 1398.97 ms
[2020-12-21 10:02:12 main:581] : INFO : Epoch 872 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 1386.51 ms
[2020-12-21 10:02:14 main:581] : INFO : Epoch 873 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 1396.65 ms
[2020-12-21 10:02:15 main:581] : INFO : Epoch 874 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 1413.3 ms
[2020-12-21 10:02:17 main:581] : INFO : Epoch 875 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 1417.65 ms
[2020-12-21 10:02:18 main:581] : INFO : Epoch 876 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 1497.79 ms
[2020-12-21 10:02:20 main:581] : INFO : Epoch 877 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1438.01 ms
[2020-12-21 10:02:21 main:581] : INFO : Epoch 878 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 1448.27 ms
[2020-12-21 10:02:22 main:581] : INFO : Epoch 879 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1448.43 ms
[2020-12-21 10:02:24 main:581] : INFO : Epoch 880 | loss: 0.031178 | val_loss: 0.0311808 | Time: 1430.78 ms
[2020-12-21 10:02:25 main:581] : INFO : Epoch 881 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1409.51 ms
[2020-12-21 10:02:27 main:581] : INFO : Epoch 882 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 1397.65 ms
[2020-12-21 10:02:28 main:581] : INFO : Epoch 883 | loss: 0.031176 | val_loss: 0.0311799 | Time: 1414.94 ms
[2020-12-21 10:02:29 main:581] : INFO : Epoch 884 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 1432.93 ms
[2020-12-21 10:02:31 main:581] : INFO : Epoch 885 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1423.37 ms
[2020-12-21 10:02:32 main:581] : INFO : Epoch 886 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 1429.83 ms
[2020-12-21 10:02:34 main:581] : INFO : Epoch 887 | loss: 0.031177 | val_loss: 0.0311817 | Time: 1396.38 ms
[2020-12-21 10:02:35 main:581] : INFO : Epoch 888 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 1421.95 ms
[2020-12-21 10:02:37 main:581] : INFO : Epoch 889 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1403.17 ms
[2020-12-21 10:02:38 main:581] : INFO : Epoch 890 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1431.85 ms
[2020-12-21 10:02:39 main:581] : INFO : Epoch 891 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1422.95 ms
[2020-12-21 10:02:41 main:581] : INFO : Epoch 892 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 1429.52 ms
[2020-12-21 10:02:42 main:581] : INFO : Epoch 893 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1375.54 ms
[2020-12-21 10:02:44 main:581] : INFO : Epoch 894 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1413.72 ms
[2020-12-21 10:02:45 main:581] : INFO : Epoch 895 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 1413.21 ms
[2020-12-21 10:02:46 main:581] : INFO : Epoch 896 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 1418.16 ms
[2020-12-21 10:02:48 main:581] : INFO : Epoch 897 | loss: 0.031175 | val_loss: 0.03118 | Time: 1391.54 ms
[2020-12-21 10:02:49 main:581] : INFO : Epoch 898 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 1393.16 ms
[2020-12-21 10:02:51 main:581] : INFO : Epoch 899 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 1389.71 ms
[2020-12-21 10:02:52 main:581] : INFO : Epoch 900 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 1396.81 ms
[2020-12-21 10:02:53 main:581] : INFO : Epoch 901 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 1402.37 ms
[2020-12-21 10:02:55 main:581] : INFO : Epoch 902 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 1397.24 ms
[2020-12-21 10:02:56 main:581] : INFO : Epoch 903 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1438.09 ms
[2020-12-21 10:02:58 main:581] : INFO : Epoch 904 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1420.26 ms
[2020-12-21 10:02:59 main:581] : INFO : Epoch 905 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1450.47 ms
[2020-12-21 10:03:01 main:581] : INFO : Epoch 906 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 1456.75 ms
[2020-12-21 10:03:02 main:581] : INFO : Epoch 907 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 1443.41 ms
[2020-12-21 10:03:03 main:581] : INFO : Epoch 908 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 1436.9 ms
[2020-12-21 10:03:05 main:581] : INFO : Epoch 909 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 1437.13 ms
[2020-12-21 10:03:06 main:581] : INFO : Epoch 910 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1434.81 ms
[2020-12-21 10:03:08 main:581] : INFO : Epoch 911 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1422.16 ms
[2020-12-21 10:03:09 main:581] : INFO : Epoch 912 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 1398.25 ms
[2020-12-21 10:03:11 main:581] : INFO : Epoch 913 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1412.41 ms
[2020-12-21 10:03:12 main:581] : INFO : Epoch 914 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 1400.79 ms
[2020-12-21 10:03:13 main:581] : INFO : Epoch 915 | loss: 0.0311743 | val_loss: 0.0311794 | Time: 1429.87 ms
[2020-12-21 10:03:15 main:581] : INFO : Epoch 916 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 1408.46 ms
[2020-12-21 10:03:16 main:581] : INFO : Epoch 917 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 1397.96 ms
[2020-12-21 10:03:18 main:581] : INFO : Epoch 918 | loss: 0.031174 | val_loss: 0.0311797 | Time: 1405.13 ms
[2020-12-21 10:03:19 main:581] : INFO : Epoch 919 | loss: 0.031174 | val_loss: 0.0311778 | Time: 1387.1 ms
[2020-12-21 10:03:20 main:581] : INFO : Epoch 920 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1385.23 ms
[2020-12-21 10:03:22 main:581] : INFO : Epoch 921 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 1409.75 ms
[2020-12-21 10:03:23 main:581] : INFO : Epoch 922 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1404.7 ms
[2020-12-21 10:03:25 main:581] : INFO : Epoch 923 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1392.36 ms
[2020-12-21 10:03:26 main:581] : INFO : Epoch 924 | loss: 0.0311742 | val_loss: 0.031188 | Time: 1379.96 ms
[2020-12-21 10:03:27 main:581] : INFO : Epoch 925 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 1399.98 ms
[2020-12-21 10:03:29 main:581] : INFO : Epoch 926 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 1392.01 ms
[2020-12-21 10:03:30 main:581] : INFO : Epoch 927 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1423.59 ms
[2020-12-21 10:03:32 main:581] : INFO : Epoch 928 | loss: 0.0311738 | val_loss: 0.031184 | Time: 1378.7 ms
[2020-12-21 10:03:33 main:581] : INFO : Epoch 929 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 1380.48 ms
[2020-12-21 10:03:34 main:581] : INFO : Epoch 930 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 1382.19 ms
[2020-12-21 10:03:36 main:581] : INFO : Epoch 931 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1380.17 ms
[2020-12-21 10:03:37 main:581] : INFO : Epoch 932 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 1396.41 ms
[2020-12-21 10:03:39 main:581] : INFO : Epoch 933 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1380.62 ms
[2020-12-21 10:03:40 main:581] : INFO : Epoch 934 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1394.42 ms
[2020-12-21 10:03:41 main:581] : INFO : Epoch 935 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1390.25 ms
[2020-12-21 10:03:43 main:581] : INFO : Epoch 936 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 1383.94 ms
[2020-12-21 10:03:44 main:581] : INFO : Epoch 937 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 1384.12 ms
[2020-12-21 10:03:45 main:581] : INFO : Epoch 938 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1396.08 ms
[2020-12-21 10:03:47 main:581] : INFO : Epoch 939 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 1395.31 ms
[2020-12-21 10:03:48 main:581] : INFO : Epoch 940 | loss: 0.031173 | val_loss: 0.0311888 | Time: 1397.63 ms
[2020-12-21 10:03:50 main:581] : INFO : Epoch 941 | loss: 0.031174 | val_loss: 0.0311794 | Time: 1418.99 ms
[2020-12-21 10:03:51 main:581] : INFO : Epoch 942 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 1395.63 ms
[2020-12-21 10:03:52 main:581] : INFO : Epoch 943 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 1396.37 ms
[2020-12-21 10:03:54 main:581] : INFO : Epoch 944 | loss: 0.0311757 | val_loss: 0.031182 | Time: 1431.48 ms
[2020-12-21 10:03:55 main:581] : INFO : Epoch 945 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 1416.97 ms
[2020-12-21 10:03:57 main:581] : INFO : Epoch 946 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1399.35 ms
[2020-12-21 10:03:58 main:581] : INFO : Epoch 947 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1405.19 ms
[2020-12-21 10:04:00 main:581] : INFO : Epoch 948 | loss: 0.031173 | val_loss: 0.0311862 | Time: 1383.03 ms
[2020-12-21 10:04:01 main:581] : INFO : Epoch 949 | loss: 0.0311732 | val_loss: 0.0311905 | Time: 1390.21 ms
[2020-12-21 10:04:02 main:581] : INFO : Epoch 950 | loss: 0.031174 | val_loss: 0.0311873 | Time: 1396.44 ms
[2020-12-21 10:04:04 main:581] : INFO : Epoch 951 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 1400.16 ms
[2020-12-21 10:04:05 main:581] : INFO : Epoch 952 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 1387.55 ms
[2020-12-21 10:04:06 main:581] : INFO : Epoch 953 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 1399.55 ms
[2020-12-21 10:04:08 main:581] : INFO : Epoch 954 | loss: 0.0311733 | val_loss: 0.0311865 | Time: 1404.33 ms
[2020-12-21 10:04:09 main:581] : INFO : Epoch 955 | loss: 0.0311735 | val_loss: 0.0311847 | Time: 1406.1 ms
[2020-12-21 10:04:11 main:581] : INFO : Epoch 956 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 1394.49 ms
[2020-12-21 10:04:12 main:581] : INFO : Epoch 957 | loss: 0.0311728 | val_loss: 0.0311919 | Time: 1394.37 ms
[2020-12-21 10:04:13 main:581] : INFO : Epoch 958 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 1416.82 ms
[2020-12-21 10:04:15 main:581] : INFO : Epoch 959 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1406.36 ms
[2020-12-21 10:04:16 main:581] : INFO : Epoch 960 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1407.91 ms
[2020-12-21 10:04:18 main:581] : INFO : Epoch 961 | loss: 0.031174 | val_loss: 0.0311767 | Time: 1406.55 ms
[2020-12-21 10:04:19 main:581] : INFO : Epoch 962 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1408.6 ms
[2020-12-21 10:04:21 main:581] : INFO : Epoch 963 | loss: 0.0311769 | val_loss: 0.031178 | Time: 1403.84 ms
[2020-12-21 10:04:22 main:581] : INFO : Epoch 964 | loss: 0.031175 | val_loss: 0.0311783 | Time: 1396.11 ms
[2020-12-21 10:04:23 main:581] : INFO : Epoch 965 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 1399.21 ms
[2020-12-21 10:04:25 main:581] : INFO : Epoch 966 | loss: 0.031174 | val_loss: 0.0311785 | Time: 1410.68 ms
[2020-12-21 10:04:26 main:581] : INFO : Epoch 967 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1401.85 ms
[2020-12-21 10:04:28 main:581] : INFO : Epoch 968 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 1398.07 ms
[2020-12-21 10:04:29 main:581] : INFO : Epoch 969 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 1396.63 ms
[2020-12-21 10:04:30 main:581] : INFO : Epoch 970 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 1407.51 ms
[2020-12-21 10:04:32 main:581] : INFO : Epoch 971 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 1384.97 ms
[2020-12-21 10:04:33 main:581] : INFO : Epoch 972 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1394.68 ms
[2020-12-21 10:04:35 main:581] : INFO : Epoch 973 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 1391.96 ms
[2020-12-21 10:04:36 main:581] : INFO : Epoch 974 | loss: 0.0311727 | val_loss: 0.031179 | Time: 1448.44 ms
[2020-12-21 10:04:37 main:581] : INFO : Epoch 975 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1437.09 ms
[2020-12-21 10:04:39 main:581] : INFO : Epoch 976 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1393.3 ms
[2020-12-21 10:04:40 main:581] : INFO : Epoch 977 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 1405.28 ms
[2020-12-21 10:04:42 main:581] : INFO : Epoch 978 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 1409.82 ms
[2020-12-21 10:04:43 main:581] : INFO : Epoch 979 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 1403.46 ms
[2020-12-21 10:04:44 main:581] : INFO : Epoch 980 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 1423.28 ms
[2020-12-21 10:04:46 main:581] : INFO : Epoch 981 | loss: 0.0311722 | val_loss: 0.031178 | Time: 1421.5 ms
[2020-12-21 10:04:47 main:581] : INFO : Epoch 982 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 1415.06 ms
[2020-12-21 10:04:49 main:581] : INFO : Epoch 983 | loss: 0.0311729 | val_loss: 0.0311792 | Time: 1433.09 ms
[2020-12-21 10:04:50 main:581] : INFO : Epoch 984 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 1417.15 ms
[2020-12-21 10:04:52 main:581] : INFO : Epoch 985 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 1404.01 ms
[2020-12-21 10:04:53 main:581] : INFO : Epoch 986 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1421.52 ms
[2020-12-21 10:04:54 main:581] : INFO : Epoch 987 | loss: 0.0311722 | val_loss: 0.031179 | Time: 1412.26 ms
[2020-12-21 10:04:56 main:581] : INFO : Epoch 988 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1406.44 ms
[2020-12-21 10:04:57 main:581] : INFO : Epoch 989 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 1403.99 ms
[2020-12-21 10:04:59 main:581] : INFO : Epoch 990 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1386.38 ms
[2020-12-21 10:05:00 main:581] : INFO : Epoch 991 | loss: 0.0311726 | val_loss: 0.03118 | Time: 1398.05 ms
[2020-12-21 10:05:01 main:581] : INFO : Epoch 992 | loss: 0.0311732 | val_loss: 0.0311786 | Time: 1394.19 ms
[2020-12-21 10:05:03 main:581] : INFO : Epoch 993 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 1405.29 ms
[2020-12-21 10:05:04 main:581] : INFO : Epoch 994 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1422.54 ms
[2020-12-21 10:05:06 main:581] : INFO : Epoch 995 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1419.38 ms
[2020-12-21 10:05:07 main:581] : INFO : Epoch 996 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1401.74 ms
[2020-12-21 10:05:08 main:581] : INFO : Epoch 997 | loss: 0.031174 | val_loss: 0.0311815 | Time: 1399.29 ms
[2020-12-21 10:05:10 main:581] : INFO : Epoch 998 | loss: 0.0311747 | val_loss: 0.03118 | Time: 1426.68 ms
[2020-12-21 10:05:11 main:581] : INFO : Epoch 999 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1404.48 ms
[2020-12-21 10:05:13 main:581] : INFO : Epoch 1000 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1415.56 ms
[2020-12-21 10:05:14 main:581] : INFO : Epoch 1001 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1400.18 ms
[2020-12-21 10:05:15 main:581] : INFO : Epoch 1002 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1397.99 ms
[2020-12-21 10:05:17 main:581] : INFO : Epoch 1003 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 1410.84 ms
[2020-12-21 10:05:18 main:581] : INFO : Epoch 1004 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 1392.53 ms
[2020-12-21 10:05:20 main:581] : INFO : Epoch 1005 | loss: 0.0311738 | val_loss: 0.0311797 | Time: 1398.66 ms
[2020-12-21 10:05:21 main:581] : INFO : Epoch 1006 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1408.5 ms
[2020-12-21 10:05:22 main:581] : INFO : Epoch 1007 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1395.53 ms
[2020-12-21 10:05:24 main:581] : INFO : Epoch 1008 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 1395.24 ms
[2020-12-21 10:05:25 main:581] : INFO : Epoch 1009 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1410.61 ms
[2020-12-21 10:05:27 main:581] : INFO : Epoch 1010 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 1397.57 ms
[2020-12-21 10:05:28 main:581] : INFO : Epoch 1011 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1405.56 ms
[2020-12-21 10:05:29 main:581] : INFO : Epoch 1012 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1406.22 ms
[2020-12-21 10:05:31 main:581] : INFO : Epoch 1013 | loss: 0.0311714 | val_loss: 0.031178 | Time: 1410.95 ms
[2020-12-21 10:05:32 main:581] : INFO : Epoch 1014 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1397.57 ms
[2020-12-21 10:05:34 main:581] : INFO : Epoch 1015 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 1404.61 ms
[2020-12-21 10:05:35 main:581] : INFO : Epoch 1016 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1418.13 ms
[2020-12-21 10:05:37 main:581] : INFO : Epoch 1017 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 1405.47 ms
[2020-12-21 10:05:38 main:581] : INFO : Epoch 1018 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1392.18 ms
[2020-12-21 10:05:39 main:581] : INFO : Epoch 1019 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1443.91 ms
[2020-12-21 10:05:41 main:581] : INFO : Epoch 1020 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 1391.99 ms
[2020-12-21 10:05:42 main:581] : INFO : Epoch 1021 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1466.89 ms
[2020-12-21 10:05:44 main:581] : INFO : Epoch 1022 | loss: 0.031173 | val_loss: 0.0311839 | Time: 1393.58 ms
[2020-12-21 10:05:45 main:581] : INFO : Epoch 1023 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 1411.45 ms
[2020-12-21 10:05:46 main:581] : INFO : Epoch 1024 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1397.8 ms
[2020-12-21 10:05:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311797
[2020-12-21 10:05:46 main:610] : INFO : Saving end state to config to file
[2020-12-21 10:05:46 main:615] : INFO : Success, exiting..
10:05:46 (1622357): 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)