Task 3320153
| Name | ParityModified-1605453666-21631-8_0 |
| Workunit | 1586659 |
| Created | 17 Dec 2020, 10:16:56 UTC |
| Sent | 21 Dec 2020, 5:10:01 UTC |
| Report deadline | 28 Dec 2020, 5:10:01 UTC |
| Received | 21 Dec 2020, 16:44:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 31 sec |
| CPU time | 24 min 29 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: 0.0311776 | val_loss: 0.0311829 | Time: 1439.54 ms
[2020-12-21 11:31:57 main:581] : INFO : Epoch 511 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 1429.73 ms
[2020-12-21 11:31:58 main:581] : INFO : Epoch 512 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 1417.14 ms
[2020-12-21 11:32:00 main:581] : INFO : Epoch 513 | loss: 0.0311725 | val_loss: 0.0311733 | Time: 1407.72 ms
[2020-12-21 11:32:01 main:581] : INFO : Epoch 514 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 1418.89 ms
[2020-12-21 11:32:02 main:581] : INFO : Epoch 515 | loss: 0.0311742 | val_loss: 0.0311737 | Time: 1413.65 ms
[2020-12-21 11:32:04 main:581] : INFO : Epoch 516 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 1429.51 ms
[2020-12-21 11:32:05 main:581] : INFO : Epoch 517 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 1442.85 ms
[2020-12-21 11:32:07 main:581] : INFO : Epoch 518 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1447.54 ms
[2020-12-21 11:32:08 main:581] : INFO : Epoch 519 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1457.87 ms
[2020-12-21 11:32:10 main:581] : INFO : Epoch 520 | loss: 0.0311713 | val_loss: 0.031173 | Time: 1433.71 ms
[2020-12-21 11:32:11 main:581] : INFO : Epoch 521 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 1472.66 ms
[2020-12-21 11:32:13 main:581] : INFO : Epoch 522 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1517.32 ms
[2020-12-21 11:32:14 main:581] : INFO : Epoch 523 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1419.26 ms
[2020-12-21 11:32:16 main:581] : INFO : Epoch 524 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1450.19 ms
[2020-12-21 11:32:17 main:581] : INFO : Epoch 525 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 1427.26 ms
[2020-12-21 11:32:18 main:581] : INFO : Epoch 526 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 1428.16 ms
[2020-12-21 11:32:20 main:581] : INFO : Epoch 527 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 1428 ms
[2020-12-21 11:32:21 main:581] : INFO : Epoch 528 | loss: 0.03117 | val_loss: 0.0311733 | Time: 1400.76 ms
[2020-12-21 11:32:23 main:581] : INFO : Epoch 529 | loss: 0.0311702 | val_loss: 0.0311807 | Time: 1444.81 ms
[2020-12-21 11:32:24 main:581] : INFO : Epoch 530 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 1414.56 ms
[2020-12-21 11:32:25 main:581] : INFO : Epoch 531 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 1423.82 ms
[2020-12-21 11:32:27 main:581] : INFO : Epoch 532 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 1442.14 ms
[2020-12-21 11:32:28 main:581] : INFO : Epoch 533 | loss: 0.0311701 | val_loss: 0.031175 | Time: 1416.97 ms
[2020-12-21 11:32:30 main:581] : INFO : Epoch 534 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 1431.25 ms
[2020-12-21 11:32:31 main:581] : INFO : Epoch 535 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 1428.75 ms
[2020-12-21 11:32:33 main:581] : INFO : Epoch 536 | loss: 0.0311732 | val_loss: 0.0311743 | Time: 1420.06 ms
[2020-12-21 11:32:34 main:581] : INFO : Epoch 537 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 1454.39 ms
[2020-12-21 11:32:36 main:581] : INFO : Epoch 538 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1476.82 ms
[2020-12-21 11:32:37 main:581] : INFO : Epoch 539 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1433.21 ms
[2020-12-21 11:32:38 main:581] : INFO : Epoch 540 | loss: 0.0311712 | val_loss: 0.031173 | Time: 1413.94 ms
[2020-12-21 11:32:40 main:581] : INFO : Epoch 541 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 1441.4 ms
[2020-12-21 11:32:41 main:581] : INFO : Epoch 542 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 1468.46 ms
[2020-12-21 11:32:43 main:581] : INFO : Epoch 543 | loss: 0.03117 | val_loss: 0.0311716 | Time: 1476.61 ms
[2020-12-21 11:32:44 main:581] : INFO : Epoch 544 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 1474.32 ms
[2020-12-21 11:32:46 main:581] : INFO : Epoch 545 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 1500.42 ms
[2020-12-21 11:32:47 main:581] : INFO : Epoch 546 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 1447.45 ms
[2020-12-21 11:32:49 main:581] : INFO : Epoch 547 | loss: 0.0311696 | val_loss: 0.0311739 | Time: 1453.46 ms
[2020-12-21 11:32:50 main:581] : INFO : Epoch 548 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1413.21 ms
[2020-12-21 11:32:52 main:581] : INFO : Epoch 549 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 1420.8 ms
[2020-12-21 11:32:53 main:581] : INFO : Epoch 550 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 1435.34 ms
[2020-12-21 11:32:54 main:581] : INFO : Epoch 551 | loss: 0.031172 | val_loss: 0.0311725 | Time: 1430.94 ms
[2020-12-21 11:32:56 main:581] : INFO : Epoch 552 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 1440.21 ms
[2020-12-21 11:32:57 main:581] : INFO : Epoch 553 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1468.05 ms
[2020-12-21 11:32:59 main:581] : INFO : Epoch 554 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1447.29 ms
[2020-12-21 11:33:00 main:581] : INFO : Epoch 555 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 1453.65 ms
[2020-12-21 11:33:02 main:581] : INFO : Epoch 556 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 1455.89 ms
[2020-12-21 11:33:03 main:581] : INFO : Epoch 557 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 1436.3 ms
[2020-12-21 11:33:05 main:581] : INFO : Epoch 558 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 1438.42 ms
[2020-12-21 11:33:06 main:581] : INFO : Epoch 559 | loss: 0.0311747 | val_loss: 0.0311749 | Time: 1451.94 ms
[2020-12-21 11:33:07 main:581] : INFO : Epoch 560 | loss: 0.0311729 | val_loss: 0.0311734 | Time: 1440.68 ms
[2020-12-21 11:33:09 main:581] : INFO : Epoch 561 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1407.43 ms
[2020-12-21 11:33:10 main:581] : INFO : Epoch 562 | loss: 0.0311736 | val_loss: 0.0311736 | Time: 1384.35 ms
[2020-12-21 11:33:12 main:581] : INFO : Epoch 563 | loss: 0.031173 | val_loss: 0.0311723 | Time: 1398.21 ms
[2020-12-21 11:33:13 main:581] : INFO : Epoch 564 | loss: 0.0311728 | val_loss: 0.0311728 | Time: 1396.53 ms
[2020-12-21 11:33:14 main:581] : INFO : Epoch 565 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 1396.58 ms
[2020-12-21 11:33:16 main:581] : INFO : Epoch 566 | loss: 0.0311719 | val_loss: 0.0311716 | Time: 1394.35 ms
[2020-12-21 11:33:17 main:581] : INFO : Epoch 567 | loss: 0.0311726 | val_loss: 0.0311708 | Time: 1389.81 ms
[2020-12-21 11:33:19 main:581] : INFO : Epoch 568 | loss: 0.0311733 | val_loss: 0.0311715 | Time: 1399.8 ms
[2020-12-21 11:33:20 main:581] : INFO : Epoch 569 | loss: 0.0311734 | val_loss: 0.031177 | Time: 1383.06 ms
[2020-12-21 11:33:21 main:581] : INFO : Epoch 570 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 1404.09 ms
[2020-12-21 11:33:23 main:581] : INFO : Epoch 571 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 1393.93 ms
[2020-12-21 11:33:24 main:581] : INFO : Epoch 572 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1395.12 ms
[2020-12-21 11:33:26 main:581] : INFO : Epoch 573 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 1390 ms
[2020-12-21 11:33:27 main:581] : INFO : Epoch 574 | loss: 0.0311723 | val_loss: 0.0311713 | Time: 1390.17 ms
[2020-12-21 11:33:28 main:581] : INFO : Epoch 575 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 1411.23 ms
[2020-12-21 11:33:30 main:581] : INFO : Epoch 576 | loss: 0.0311715 | val_loss: 0.0311716 | Time: 1382.83 ms
[2020-12-21 11:33:31 main:581] : INFO : Epoch 577 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 1402.19 ms
[2020-12-21 11:33:33 main:581] : INFO : Epoch 578 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 1409.29 ms
[2020-12-21 11:33:34 main:581] : INFO : Epoch 579 | loss: 0.0311707 | val_loss: 0.031173 | Time: 1413.78 ms
[2020-12-21 11:33:35 main:581] : INFO : Epoch 580 | loss: 0.03117 | val_loss: 0.0311709 | Time: 1423.31 ms
[2020-12-21 11:33:37 main:581] : INFO : Epoch 581 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 1438.09 ms
[2020-12-21 11:33:38 main:581] : INFO : Epoch 582 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1442.52 ms
[2020-12-21 11:33:40 main:581] : INFO : Epoch 583 | loss: 0.0311699 | val_loss: 0.0311703 | Time: 1440.24 ms
[2020-12-21 11:33:41 main:581] : INFO : Epoch 584 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 1454.48 ms
[2020-12-21 11:33:43 main:581] : INFO : Epoch 585 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 1445.13 ms
[2020-12-21 11:33:44 main:581] : INFO : Epoch 586 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 1440.98 ms
[2020-12-21 11:33:45 main:581] : INFO : Epoch 587 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1429.41 ms
[2020-12-21 11:33:47 main:581] : INFO : Epoch 588 | loss: 0.0311729 | val_loss: 0.0311722 | Time: 1459.37 ms
[2020-12-21 11:33:48 main:581] : INFO : Epoch 589 | loss: 0.0311719 | val_loss: 0.0311713 | Time: 1486.18 ms
[2020-12-21 11:33:50 main:581] : INFO : Epoch 590 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 1485.74 ms
[2020-12-21 11:33:51 main:581] : INFO : Epoch 591 | loss: 0.031168 | val_loss: 0.0311706 | Time: 1468.44 ms
[2020-12-21 11:33:53 main:581] : INFO : Epoch 592 | loss: 0.031168 | val_loss: 0.0311756 | Time: 1444.52 ms
[2020-12-21 11:33:54 main:581] : INFO : Epoch 593 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1458.73 ms
[2020-12-21 11:33:56 main:581] : INFO : Epoch 594 | loss: 0.0311702 | val_loss: 0.031171 | Time: 1484.67 ms
[2020-12-21 11:33:57 main:581] : INFO : Epoch 595 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 1470.92 ms
[2020-12-21 11:33:59 main:581] : INFO : Epoch 596 | loss: 0.0311682 | val_loss: 0.0311717 | Time: 1456.35 ms
[2020-12-21 11:34:00 main:581] : INFO : Epoch 597 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 1445.4 ms
[2020-12-21 11:34:02 main:581] : INFO : Epoch 598 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 1434.14 ms
[2020-12-21 11:34:03 main:581] : INFO : Epoch 599 | loss: 0.0311698 | val_loss: 0.031173 | Time: 1442.71 ms
[2020-12-21 11:34:04 main:581] : INFO : Epoch 600 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1457.39 ms
[2020-12-21 11:34:06 main:581] : INFO : Epoch 601 | loss: 0.0311671 | val_loss: 0.031172 | Time: 1462.71 ms
[2020-12-21 11:34:07 main:581] : INFO : Epoch 602 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 1458.26 ms
[2020-12-21 11:34:09 main:581] : INFO : Epoch 603 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 1462.9 ms
[2020-12-21 11:34:10 main:581] : INFO : Epoch 604 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 1466.44 ms
[2020-12-21 11:34:12 main:581] : INFO : Epoch 605 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1409.52 ms
[2020-12-21 11:34:13 main:581] : INFO : Epoch 606 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1395.59 ms
[2020-12-21 11:34:15 main:581] : INFO : Epoch 607 | loss: 0.031168 | val_loss: 0.0311732 | Time: 1446.41 ms
[2020-12-21 11:34:16 main:581] : INFO : Epoch 608 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1463.78 ms
[2020-12-21 11:34:17 main:581] : INFO : Epoch 609 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 1447.47 ms
[2020-12-21 11:34:19 main:581] : INFO : Epoch 610 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1475.19 ms
[2020-12-21 11:34:20 main:581] : INFO : Epoch 611 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1469.55 ms
[2020-12-21 11:34:22 main:581] : INFO : Epoch 612 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 1504.21 ms
[2020-12-21 11:34:23 main:581] : INFO : Epoch 613 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 1478.71 ms
[2020-12-21 11:34:25 main:581] : INFO : Epoch 614 | loss: 0.0311668 | val_loss: 0.0311739 | Time: 1435.95 ms
[2020-12-21 11:34:26 main:581] : INFO : Epoch 615 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 1435.87 ms
[2020-12-21 11:34:28 main:581] : INFO : Epoch 616 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1406.91 ms
[2020-12-21 11:34:29 main:581] : INFO : Epoch 617 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1416.84 ms
[2020-12-21 11:34:31 main:581] : INFO : Epoch 618 | loss: 0.0311657 | val_loss: 0.031173 | Time: 1417.79 ms
[2020-12-21 11:34:32 main:581] : INFO : Epoch 619 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 1436.79 ms
[2020-12-21 11:34:33 main:581] : INFO : Epoch 620 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 1402.81 ms
[2020-12-21 11:34:35 main:581] : INFO : Epoch 621 | loss: 0.0311678 | val_loss: 0.031176 | Time: 1416.3 ms
[2020-12-21 11:34:36 main:581] : INFO : Epoch 622 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1391.19 ms
[2020-12-21 11:34:38 main:581] : INFO : Epoch 623 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 1390.71 ms
[2020-12-21 11:34:39 main:581] : INFO : Epoch 624 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1412.4 ms
[2020-12-21 11:34:40 main:581] : INFO : Epoch 625 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1419.42 ms
[2020-12-21 11:34:42 main:581] : INFO : Epoch 626 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 1402.95 ms
[2020-12-21 11:34:43 main:581] : INFO : Epoch 627 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 1411.37 ms
[2020-12-21 11:34:45 main:581] : INFO : Epoch 628 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 1405.09 ms
[2020-12-21 11:34:46 main:581] : INFO : Epoch 629 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 1407.06 ms
[2020-12-21 11:34:47 main:581] : INFO : Epoch 630 | loss: 0.031164 | val_loss: 0.0311764 | Time: 1399.95 ms
[2020-12-21 11:34:49 main:581] : INFO : Epoch 631 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1395.33 ms
[2020-12-21 11:34:50 main:581] : INFO : Epoch 632 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 1407.4 ms
[2020-12-21 11:34:52 main:581] : INFO : Epoch 633 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 1418.77 ms
[2020-12-21 11:34:53 main:581] : INFO : Epoch 634 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1443.25 ms
[2020-12-21 11:34:55 main:581] : INFO : Epoch 635 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 1447.94 ms
[2020-12-21 11:34:56 main:581] : INFO : Epoch 636 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 1421.4 ms
[2020-12-21 11:34:57 main:581] : INFO : Epoch 637 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 1411.37 ms
[2020-12-21 11:34:59 main:581] : INFO : Epoch 638 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 1439.49 ms
[2020-12-21 11:35:00 main:581] : INFO : Epoch 639 | loss: 0.0311639 | val_loss: 0.0311733 | Time: 1421.15 ms
[2020-12-21 11:35:02 main:581] : INFO : Epoch 640 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 1420.94 ms
[2020-12-21 11:35:03 main:581] : INFO : Epoch 641 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 1412.11 ms
[2020-12-21 11:35:05 main:581] : INFO : Epoch 642 | loss: 0.031165 | val_loss: 0.0311738 | Time: 1444.75 ms
[2020-12-21 11:35:06 main:581] : INFO : Epoch 643 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 1461.93 ms
[2020-12-21 11:35:07 main:581] : INFO : Epoch 644 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 1452.92 ms
[2020-12-21 11:35:09 main:581] : INFO : Epoch 645 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1443.73 ms
[2020-12-21 11:35:10 main:581] : INFO : Epoch 646 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 1432.7 ms
[2020-12-21 11:35:12 main:581] : INFO : Epoch 647 | loss: 0.0311645 | val_loss: 0.031173 | Time: 1425.32 ms
[2020-12-21 11:35:13 main:581] : INFO : Epoch 648 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 1441.29 ms
[2020-12-21 11:35:15 main:581] : INFO : Epoch 649 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 1440.98 ms
[2020-12-21 11:35:16 main:581] : INFO : Epoch 650 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 1434.63 ms
[2020-12-21 11:35:18 main:581] : INFO : Epoch 651 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 1456.76 ms
[2020-12-21 11:35:19 main:581] : INFO : Epoch 652 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1449.96 ms
[2020-12-21 11:35:20 main:581] : INFO : Epoch 653 | loss: 0.031163 | val_loss: 0.0311743 | Time: 1429.57 ms
[2020-12-21 11:35:22 main:581] : INFO : Epoch 654 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 1449.52 ms
[2020-12-21 11:35:23 main:581] : INFO : Epoch 655 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 1454.31 ms
[2020-12-21 11:35:25 main:581] : INFO : Epoch 656 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1473.42 ms
[2020-12-21 11:35:26 main:581] : INFO : Epoch 657 | loss: 0.0311666 | val_loss: 0.0311786 | Time: 1477.52 ms
[2020-12-21 11:35:28 main:581] : INFO : Epoch 658 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 1428.41 ms
[2020-12-21 11:35:29 main:581] : INFO : Epoch 659 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1468.72 ms
[2020-12-21 11:35:31 main:581] : INFO : Epoch 660 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 1467 ms
[2020-12-21 11:35:32 main:581] : INFO : Epoch 661 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 1460.95 ms
[2020-12-21 11:35:34 main:581] : INFO : Epoch 662 | loss: 0.0311658 | val_loss: 0.0311827 | Time: 1439.16 ms
[2020-12-21 11:35:35 main:581] : INFO : Epoch 663 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 1463.3 ms
[2020-12-21 11:35:36 main:581] : INFO : Epoch 664 | loss: 0.0311645 | val_loss: 0.031177 | Time: 1456.06 ms
[2020-12-21 11:35:38 main:581] : INFO : Epoch 665 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1493.19 ms
[2020-12-21 11:35:39 main:581] : INFO : Epoch 666 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 1435.84 ms
[2020-12-21 11:35:41 main:581] : INFO : Epoch 667 | loss: 0.031163 | val_loss: 0.0311755 | Time: 1452.8 ms
[2020-12-21 11:35:42 main:581] : INFO : Epoch 668 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1458.51 ms
[2020-12-21 11:35:44 main:581] : INFO : Epoch 669 | loss: 0.0311666 | val_loss: 0.0311836 | Time: 1430.83 ms
[2020-12-21 11:35:45 main:581] : INFO : Epoch 670 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 1448.9 ms
[2020-12-21 11:35:47 main:581] : INFO : Epoch 671 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 1450.17 ms
[2020-12-21 11:35:48 main:581] : INFO : Epoch 672 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1450.55 ms
[2020-12-21 11:35:50 main:581] : INFO : Epoch 673 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 1458.03 ms
[2020-12-21 11:35:51 main:581] : INFO : Epoch 674 | loss: 0.0311633 | val_loss: 0.0311715 | Time: 1473.82 ms
[2020-12-21 11:35:52 main:581] : INFO : Epoch 675 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 1453.84 ms
[2020-12-21 11:35:54 main:581] : INFO : Epoch 676 | loss: 0.0311631 | val_loss: 0.0311719 | Time: 1436.38 ms
[2020-12-21 11:35:55 main:581] : INFO : Epoch 677 | loss: 0.031163 | val_loss: 0.0311734 | Time: 1443.9 ms
[2020-12-21 11:35:57 main:581] : INFO : Epoch 678 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1455.36 ms
[2020-12-21 11:35:58 main:581] : INFO : Epoch 679 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 1471.74 ms
[2020-12-21 11:36:00 main:581] : INFO : Epoch 680 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 1445.15 ms
[2020-12-21 11:36:01 main:581] : INFO : Epoch 681 | loss: 0.031163 | val_loss: 0.0311734 | Time: 1400.3 ms
[2020-12-21 11:36:03 main:581] : INFO : Epoch 682 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 1435.06 ms
[2020-12-21 11:36:04 main:581] : INFO : Epoch 683 | loss: 0.0311617 | val_loss: 0.0311732 | Time: 1423.46 ms
[2020-12-21 11:36:05 main:581] : INFO : Epoch 684 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 1433.99 ms
[2020-12-21 11:36:07 main:581] : INFO : Epoch 685 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1431.94 ms
[2020-12-21 11:36:08 main:581] : INFO : Epoch 686 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 1440.53 ms
[2020-12-21 11:36:10 main:581] : INFO : Epoch 687 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1430.26 ms
[2020-12-21 11:36:11 main:581] : INFO : Epoch 688 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 1443.61 ms
[2020-12-21 11:36:13 main:581] : INFO : Epoch 689 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1430.6 ms
[2020-12-21 11:36:14 main:581] : INFO : Epoch 690 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1444.69 ms
[2020-12-21 11:36:15 main:581] : INFO : Epoch 691 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 1441.96 ms
[2020-12-21 11:36:17 main:581] : INFO : Epoch 692 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1417.35 ms
[2020-12-21 11:36:18 main:581] : INFO : Epoch 693 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 1406.57 ms
[2020-12-21 11:36:20 main:581] : INFO : Epoch 694 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 1434.79 ms
[2020-12-21 11:36:21 main:581] : INFO : Epoch 695 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 1421.72 ms
[2020-12-21 11:36:23 main:581] : INFO : Epoch 696 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1436.48 ms
[2020-12-21 11:36:24 main:581] : INFO : Epoch 697 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 1418.81 ms
[2020-12-21 11:36:25 main:581] : INFO : Epoch 698 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 1445.21 ms
[2020-12-21 11:36:27 main:581] : INFO : Epoch 699 | loss: 0.0311633 | val_loss: 0.031173 | Time: 1404.89 ms
[2020-12-21 11:36:28 main:581] : INFO : Epoch 700 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1417.87 ms
[2020-12-21 11:36:30 main:581] : INFO : Epoch 701 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 1460.61 ms
[2020-12-21 11:36:31 main:581] : INFO : Epoch 702 | loss: 0.0311643 | val_loss: 0.0311772 | Time: 1453.53 ms
[2020-12-21 11:36:33 main:581] : INFO : Epoch 703 | loss: 0.031164 | val_loss: 0.0311741 | Time: 1455.38 ms
[2020-12-21 11:36:34 main:581] : INFO : Epoch 704 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 1457.44 ms
[2020-12-21 11:36:36 main:581] : INFO : Epoch 705 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 1470.7 ms
[2020-12-21 11:36:37 main:581] : INFO : Epoch 706 | loss: 0.0311648 | val_loss: 0.03117 | Time: 1486.81 ms
[2020-12-21 11:36:38 main:581] : INFO : Epoch 707 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 1459.89 ms
[2020-12-21 11:36:40 main:581] : INFO : Epoch 708 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1461.25 ms
[2020-12-21 11:36:41 main:581] : INFO : Epoch 709 | loss: 0.0311619 | val_loss: 0.031171 | Time: 1485.79 ms
[2020-12-21 11:36:43 main:581] : INFO : Epoch 710 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 1450.77 ms
[2020-12-21 11:36:44 main:581] : INFO : Epoch 711 | loss: 0.0311622 | val_loss: 0.031177 | Time: 1482.76 ms
[2020-12-21 11:36:46 main:581] : INFO : Epoch 712 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1424.71 ms
[2020-12-21 11:36:47 main:581] : INFO : Epoch 713 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1434.06 ms
[2020-12-21 11:36:49 main:581] : INFO : Epoch 714 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 1563.09 ms
[2020-12-21 11:36:50 main:581] : INFO : Epoch 715 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 1504.81 ms
[2020-12-21 11:36:52 main:581] : INFO : Epoch 716 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 1463.62 ms
[2020-12-21 11:36:53 main:581] : INFO : Epoch 717 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 1457.43 ms
[2020-12-21 11:36:55 main:581] : INFO : Epoch 718 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1444.35 ms
[2020-12-21 11:36:56 main:581] : INFO : Epoch 719 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 1410.86 ms
[2020-12-21 11:36:58 main:581] : INFO : Epoch 720 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1421.89 ms
[2020-12-21 11:36:59 main:581] : INFO : Epoch 721 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1468.57 ms
[2020-12-21 11:37:00 main:581] : INFO : Epoch 722 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1423.96 ms
[2020-12-21 11:37:02 main:581] : INFO : Epoch 723 | loss: 0.0311638 | val_loss: 0.0311703 | Time: 1407.63 ms
[2020-12-21 11:37:03 main:581] : INFO : Epoch 724 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 1421.63 ms
[2020-12-21 11:37:05 main:581] : INFO : Epoch 725 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1415.84 ms
[2020-12-21 11:37:06 main:581] : INFO : Epoch 726 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 1404.23 ms
[2020-12-21 11:37:07 main:581] : INFO : Epoch 727 | loss: 0.0311634 | val_loss: 0.0311706 | Time: 1391.53 ms
[2020-12-21 11:37:09 main:581] : INFO : Epoch 728 | loss: 0.031163 | val_loss: 0.0311779 | Time: 1403.58 ms
[2020-12-21 11:37:10 main:581] : INFO : Epoch 729 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 1422.53 ms
[2020-12-21 11:37:12 main:581] : INFO : Epoch 730 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1408.7 ms
[2020-12-21 11:37:13 main:581] : INFO : Epoch 731 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1416.4 ms
[2020-12-21 11:37:14 main:581] : INFO : Epoch 732 | loss: 0.031162 | val_loss: 0.0311719 | Time: 1395.24 ms
[2020-12-21 11:37:16 main:581] : INFO : Epoch 733 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 1395.04 ms
[2020-12-21 11:37:17 main:581] : INFO : Epoch 734 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 1395.27 ms
[2020-12-21 11:37:19 main:581] : INFO : Epoch 735 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1434.93 ms
[2020-12-21 11:37:20 main:581] : INFO : Epoch 736 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1445.14 ms
[2020-12-21 11:37:22 main:581] : INFO : Epoch 737 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 1435.84 ms
[2020-12-21 11:37:23 main:581] : INFO : Epoch 738 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 1463.79 ms
[2020-12-21 11:37:25 main:581] : INFO : Epoch 739 | loss: 0.0311634 | val_loss: 0.0311729 | Time: 1453.01 ms
[2020-12-21 11:37:26 main:581] : INFO : Epoch 740 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 1460.17 ms
[2020-12-21 11:37:27 main:581] : INFO : Epoch 741 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 1454.23 ms
[2020-12-21 11:37:29 main:581] : INFO : Epoch 742 | loss: 0.031166 | val_loss: 0.0311708 | Time: 1448.71 ms
[2020-12-21 11:37:30 main:581] : INFO : Epoch 743 | loss: 0.031165 | val_loss: 0.0311726 | Time: 1444.85 ms
[2020-12-21 11:37:32 main:581] : INFO : Epoch 744 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 1455.12 ms
[2020-12-21 11:37:33 main:581] : INFO : Epoch 745 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 1459.46 ms
[2020-12-21 11:37:35 main:581] : INFO : Epoch 746 | loss: 0.0311649 | val_loss: 0.0311718 | Time: 1465.58 ms
[2020-12-21 11:37:36 main:581] : INFO : Epoch 747 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 1452.94 ms
[2020-12-21 11:37:38 main:581] : INFO : Epoch 748 | loss: 0.031164 | val_loss: 0.0311704 | Time: 1454.44 ms
[2020-12-21 11:37:39 main:581] : INFO : Epoch 749 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 1427.42 ms
[2020-12-21 11:37:40 main:581] : INFO : Epoch 750 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1459.36 ms
[2020-12-21 11:37:42 main:581] : INFO : Epoch 751 | loss: 0.031163 | val_loss: 0.0311696 | Time: 1452.31 ms
[2020-12-21 11:37:43 main:581] : INFO : Epoch 752 | loss: 0.031162 | val_loss: 0.0311696 | Time: 1423.6 ms
[2020-12-21 11:37:45 main:581] : INFO : Epoch 753 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1419.07 ms
[2020-12-21 11:37:46 main:581] : INFO : Epoch 754 | loss: 0.031163 | val_loss: 0.0311697 | Time: 1438.91 ms
[2020-12-21 11:37:48 main:581] : INFO : Epoch 755 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 1461.54 ms
[2020-12-21 11:37:49 main:581] : INFO : Epoch 756 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 1448.92 ms
[2020-12-21 11:37:51 main:581] : INFO : Epoch 757 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 1447.48 ms
[2020-12-21 11:37:52 main:581] : INFO : Epoch 758 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 1424.96 ms
[2020-12-21 11:37:53 main:581] : INFO : Epoch 759 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 1431.38 ms
[2020-12-21 11:37:55 main:581] : INFO : Epoch 760 | loss: 0.0311635 | val_loss: 0.031172 | Time: 1449.18 ms
[2020-12-21 11:37:56 main:581] : INFO : Epoch 761 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 1441.01 ms
[2020-12-21 11:37:58 main:581] : INFO : Epoch 762 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1494.55 ms
[2020-12-21 11:37:59 main:581] : INFO : Epoch 763 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1477.25 ms
[2020-12-21 11:38:01 main:581] : INFO : Epoch 764 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 1479.19 ms
[2020-12-21 11:38:02 main:581] : INFO : Epoch 765 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 1470.75 ms
[2020-12-21 11:38:04 main:581] : INFO : Epoch 766 | loss: 0.0311639 | val_loss: 0.03117 | Time: 1457.95 ms
[2020-12-21 11:38:05 main:581] : INFO : Epoch 767 | loss: 0.0311611 | val_loss: 0.031171 | Time: 1481.36 ms
[2020-12-21 11:38:07 main:581] : INFO : Epoch 768 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 1501.11 ms
[2020-12-21 11:38:08 main:581] : INFO : Epoch 769 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 1486.77 ms
[2020-12-21 11:38:10 main:581] : INFO : Epoch 770 | loss: 0.031162 | val_loss: 0.0311744 | Time: 1470.34 ms
[2020-12-21 11:38:11 main:581] : INFO : Epoch 771 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 1450.83 ms
[2020-12-21 11:38:13 main:581] : INFO : Epoch 772 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1441.4 ms
[2020-12-21 11:38:14 main:581] : INFO : Epoch 773 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 1440.69 ms
[2020-12-21 11:38:15 main:581] : INFO : Epoch 774 | loss: 0.0311764 | val_loss: 0.0312008 | Time: 1414.11 ms
[2020-12-21 11:38:17 main:581] : INFO : Epoch 775 | loss: 0.0353164 | val_loss: 0.0340351 | Time: 1415.14 ms
[2020-12-21 11:38:18 main:581] : INFO : Epoch 776 | loss: 0.0348557 | val_loss: 0.0317095 | Time: 1414.75 ms
[2020-12-21 11:38:20 main:581] : INFO : Epoch 777 | loss: 0.0315262 | val_loss: 0.0313766 | Time: 1428.31 ms
[2020-12-21 11:38:21 main:581] : INFO : Epoch 778 | loss: 0.0312907 | val_loss: 0.031251 | Time: 1453.14 ms
[2020-12-21 11:38:23 main:581] : INFO : Epoch 779 | loss: 0.0312445 | val_loss: 0.0312366 | Time: 1417.72 ms
[2020-12-21 11:38:24 main:581] : INFO : Epoch 780 | loss: 0.0312324 | val_loss: 0.0312265 | Time: 1440.34 ms
[2020-12-21 11:38:25 main:581] : INFO : Epoch 781 | loss: 0.0312264 | val_loss: 0.0312202 | Time: 1433.35 ms
[2020-12-21 11:38:27 main:581] : INFO : Epoch 782 | loss: 0.0312206 | val_loss: 0.0312103 | Time: 1462.92 ms
[2020-12-21 11:38:28 main:581] : INFO : Epoch 783 | loss: 0.0312083 | val_loss: 0.0311986 | Time: 1455.06 ms
[2020-12-21 11:38:30 main:581] : INFO : Epoch 784 | loss: 0.0311961 | val_loss: 0.0311911 | Time: 1438.06 ms
[2020-12-21 11:38:31 main:581] : INFO : Epoch 785 | loss: 0.0311882 | val_loss: 0.0311866 | Time: 1442.95 ms
[2020-12-21 11:38:33 main:581] : INFO : Epoch 786 | loss: 0.0311853 | val_loss: 0.0311874 | Time: 1444.42 ms
[2020-12-21 11:38:34 main:581] : INFO : Epoch 787 | loss: 0.0311837 | val_loss: 0.0311824 | Time: 1442.31 ms
[2020-12-21 11:38:36 main:581] : INFO : Epoch 788 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 1442.64 ms
[2020-12-21 11:38:37 main:581] : INFO : Epoch 789 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 1440.08 ms
[2020-12-21 11:38:38 main:581] : INFO : Epoch 790 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 1439.94 ms
[2020-12-21 11:38:40 main:581] : INFO : Epoch 791 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 1446.15 ms
[2020-12-21 11:38:41 main:581] : INFO : Epoch 792 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 1446.44 ms
[2020-12-21 11:38:43 main:581] : INFO : Epoch 793 | loss: 0.031177 | val_loss: 0.0311813 | Time: 1441.33 ms
[2020-12-21 11:38:44 main:581] : INFO : Epoch 794 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1463.4 ms
[2020-12-21 11:38:46 main:581] : INFO : Epoch 795 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1458.24 ms
[2020-12-21 11:38:47 main:581] : INFO : Epoch 796 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1441.89 ms
[2020-12-21 11:38:49 main:581] : INFO : Epoch 797 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 1457.18 ms
[2020-12-21 11:38:50 main:581] : INFO : Epoch 798 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1439.75 ms
[2020-12-21 11:38:51 main:581] : INFO : Epoch 799 | loss: 0.031174 | val_loss: 0.0311792 | Time: 1454.57 ms
[2020-12-21 11:38:53 main:581] : INFO : Epoch 800 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1463.41 ms
[2020-12-21 11:38:54 main:581] : INFO : Epoch 801 | loss: 0.031173 | val_loss: 0.031177 | Time: 1446.07 ms
[2020-12-21 11:38:56 main:581] : INFO : Epoch 802 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1456.13 ms
[2020-12-21 11:38:57 main:581] : INFO : Epoch 803 | loss: 0.0311732 | val_loss: 0.031177 | Time: 1420.17 ms
[2020-12-21 11:38:59 main:581] : INFO : Epoch 804 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 1413.67 ms
[2020-12-21 11:39:00 main:581] : INFO : Epoch 805 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 1482.28 ms
[2020-12-21 11:39:02 main:581] : INFO : Epoch 806 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1481 ms
[2020-12-21 11:39:03 main:581] : INFO : Epoch 807 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1486.49 ms
[2020-12-21 11:39:05 main:581] : INFO : Epoch 808 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 1475.68 ms
[2020-12-21 11:39:06 main:581] : INFO : Epoch 809 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 1450.19 ms
[2020-12-21 11:39:08 main:581] : INFO : Epoch 810 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 1475.93 ms
[2020-12-21 11:39:09 main:581] : INFO : Epoch 811 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1427.91 ms
[2020-12-21 11:39:10 main:581] : INFO : Epoch 812 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 1445.48 ms
[2020-12-21 11:39:12 main:581] : INFO : Epoch 813 | loss: 0.03117 | val_loss: 0.0311758 | Time: 1485.36 ms
[2020-12-21 11:39:13 main:581] : INFO : Epoch 814 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1481.51 ms
[2020-12-21 11:39:15 main:581] : INFO : Epoch 815 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1445.31 ms
[2020-12-21 11:39:16 main:581] : INFO : Epoch 816 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1464.69 ms
[2020-12-21 11:39:18 main:581] : INFO : Epoch 817 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 1508.55 ms
[2020-12-21 11:39:19 main:581] : INFO : Epoch 818 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 1455.02 ms
[2020-12-21 11:39:21 main:581] : INFO : Epoch 819 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1451.88 ms
[2020-12-21 11:39:22 main:581] : INFO : Epoch 820 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 1466.36 ms
[2020-12-21 11:39:24 main:581] : INFO : Epoch 821 | loss: 0.031169 | val_loss: 0.0311745 | Time: 1459.96 ms
[2020-12-21 11:39:25 main:581] : INFO : Epoch 822 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1445.76 ms
[2020-12-21 11:39:27 main:581] : INFO : Epoch 823 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 1451.7 ms
[2020-12-21 11:39:28 main:581] : INFO : Epoch 824 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1445.9 ms
[2020-12-21 11:39:29 main:581] : INFO : Epoch 825 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 1446.74 ms
[2020-12-21 11:39:31 main:581] : INFO : Epoch 826 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 1447.87 ms
[2020-12-21 11:39:32 main:581] : INFO : Epoch 827 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 1439.68 ms
[2020-12-21 11:39:34 main:581] : INFO : Epoch 828 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 1473.6 ms
[2020-12-21 11:39:35 main:581] : INFO : Epoch 829 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1410.14 ms
[2020-12-21 11:39:37 main:581] : INFO : Epoch 830 | loss: 0.0311711 | val_loss: 0.031179 | Time: 1434.17 ms
[2020-12-21 11:39:38 main:581] : INFO : Epoch 831 | loss: 0.0311773 | val_loss: 0.0311758 | Time: 1449.39 ms
[2020-12-21 11:39:39 main:581] : INFO : Epoch 832 | loss: 0.0311767 | val_loss: 0.031175 | Time: 1443.26 ms
[2020-12-21 11:39:41 main:581] : INFO : Epoch 833 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 1447.28 ms
[2020-12-21 11:39:42 main:581] : INFO : Epoch 834 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1400.35 ms
[2020-12-21 11:39:44 main:581] : INFO : Epoch 835 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 1438.31 ms
[2020-12-21 11:39:45 main:581] : INFO : Epoch 836 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1454.25 ms
[2020-12-21 11:39:47 main:581] : INFO : Epoch 837 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 1433.82 ms
[2020-12-21 11:39:48 main:581] : INFO : Epoch 838 | loss: 0.031173 | val_loss: 0.0311752 | Time: 1436.91 ms
[2020-12-21 11:39:50 main:581] : INFO : Epoch 839 | loss: 0.0311733 | val_loss: 0.0311751 | Time: 1406.86 ms
[2020-12-21 11:39:51 main:581] : INFO : Epoch 840 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 1421.63 ms
[2020-12-21 11:39:52 main:581] : INFO : Epoch 841 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 1392.47 ms
[2020-12-21 11:39:54 main:581] : INFO : Epoch 842 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 1407.33 ms
[2020-12-21 11:39:55 main:581] : INFO : Epoch 843 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 1396.32 ms
[2020-12-21 11:39:57 main:581] : INFO : Epoch 844 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 1404.81 ms
[2020-12-21 11:39:58 main:581] : INFO : Epoch 845 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 1391.92 ms
[2020-12-21 11:39:59 main:581] : INFO : Epoch 846 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1392.07 ms
[2020-12-21 11:40:01 main:581] : INFO : Epoch 847 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1397.76 ms
[2020-12-21 11:40:02 main:581] : INFO : Epoch 848 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 1446.54 ms
[2020-12-21 11:40:04 main:581] : INFO : Epoch 849 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1421.58 ms
[2020-12-21 11:40:05 main:581] : INFO : Epoch 850 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 1424.01 ms
[2020-12-21 11:40:06 main:581] : INFO : Epoch 851 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 1437.6 ms
[2020-12-21 11:40:08 main:581] : INFO : Epoch 852 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 1479.63 ms
[2020-12-21 11:40:09 main:581] : INFO : Epoch 853 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 1465.04 ms
[2020-12-21 11:40:11 main:581] : INFO : Epoch 854 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1454.23 ms
[2020-12-21 11:40:12 main:581] : INFO : Epoch 855 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1452.77 ms
[2020-12-21 11:40:14 main:581] : INFO : Epoch 856 | loss: 0.03117 | val_loss: 0.0311784 | Time: 1457.23 ms
[2020-12-21 11:40:15 main:581] : INFO : Epoch 857 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 1456.25 ms
[2020-12-21 11:40:17 main:581] : INFO : Epoch 858 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1456.04 ms
[2020-12-21 11:40:18 main:581] : INFO : Epoch 859 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1463.38 ms
[2020-12-21 11:40:20 main:581] : INFO : Epoch 860 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1419.78 ms
[2020-12-21 11:40:21 main:581] : INFO : Epoch 861 | loss: 0.0311685 | val_loss: 0.0311751 | Time: 1429.93 ms
[2020-12-21 11:40:22 main:581] : INFO : Epoch 862 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 1459.31 ms
[2020-12-21 11:40:24 main:581] : INFO : Epoch 863 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 1466.37 ms
[2020-12-21 11:40:25 main:581] : INFO : Epoch 864 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 1431.36 ms
[2020-12-21 11:40:27 main:581] : INFO : Epoch 865 | loss: 0.0311684 | val_loss: 0.031174 | Time: 1434.06 ms
[2020-12-21 11:40:28 main:581] : INFO : Epoch 866 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1462.37 ms
[2020-12-21 11:40:30 main:581] : INFO : Epoch 867 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1474.05 ms
[2020-12-21 11:40:31 main:581] : INFO : Epoch 868 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 1449.43 ms
[2020-12-21 11:40:33 main:581] : INFO : Epoch 869 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 1425.46 ms
[2020-12-21 11:40:34 main:581] : INFO : Epoch 870 | loss: 0.0311721 | val_loss: 0.0311763 | Time: 1422.17 ms
[2020-12-21 11:40:35 main:581] : INFO : Epoch 871 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1423.11 ms
[2020-12-21 11:40:37 main:581] : INFO : Epoch 872 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 1404.48 ms
[2020-12-21 11:40:38 main:581] : INFO : Epoch 873 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 1411.79 ms
[2020-12-21 11:40:40 main:581] : INFO : Epoch 874 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 1421.44 ms
[2020-12-21 11:40:41 main:581] : INFO : Epoch 875 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 1407.41 ms
[2020-12-21 11:40:42 main:581] : INFO : Epoch 876 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1411.8 ms
[2020-12-21 11:40:44 main:581] : INFO : Epoch 877 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 1426.13 ms
[2020-12-21 11:40:45 main:581] : INFO : Epoch 878 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 1418.54 ms
[2020-12-21 11:40:47 main:581] : INFO : Epoch 879 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1415.68 ms
[2020-12-21 11:40:48 main:581] : INFO : Epoch 880 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1440.73 ms
[2020-12-21 11:40:50 main:581] : INFO : Epoch 881 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1426.76 ms
[2020-12-21 11:40:51 main:581] : INFO : Epoch 882 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 1431.36 ms
[2020-12-21 11:40:52 main:581] : INFO : Epoch 883 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 1414.3 ms
[2020-12-21 11:40:54 main:581] : INFO : Epoch 884 | loss: 0.031168 | val_loss: 0.031175 | Time: 1421.13 ms
[2020-12-21 11:40:55 main:581] : INFO : Epoch 885 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 1411.81 ms
[2020-12-21 11:40:57 main:581] : INFO : Epoch 886 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 1399.41 ms
[2020-12-21 11:40:58 main:581] : INFO : Epoch 887 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 1402 ms
[2020-12-21 11:41:00 main:581] : INFO : Epoch 888 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1395.53 ms
[2020-12-21 11:41:01 main:581] : INFO : Epoch 889 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1401.12 ms
[2020-12-21 11:41:02 main:581] : INFO : Epoch 890 | loss: 0.031171 | val_loss: 0.0311779 | Time: 1405.21 ms
[2020-12-21 11:41:04 main:581] : INFO : Epoch 891 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 1399.03 ms
[2020-12-21 11:41:05 main:581] : INFO : Epoch 892 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 1396.3 ms
[2020-12-21 11:41:06 main:581] : INFO : Epoch 893 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1392.4 ms
[2020-12-21 11:41:08 main:581] : INFO : Epoch 894 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1392.7 ms
[2020-12-21 11:41:09 main:581] : INFO : Epoch 895 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1391.57 ms
[2020-12-21 11:41:11 main:581] : INFO : Epoch 896 | loss: 0.0311689 | val_loss: 0.031178 | Time: 1409.45 ms
[2020-12-21 11:41:12 main:581] : INFO : Epoch 897 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 1409.81 ms
[2020-12-21 11:41:14 main:581] : INFO : Epoch 898 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1404.82 ms
[2020-12-21 11:41:15 main:581] : INFO : Epoch 899 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1405.24 ms
[2020-12-21 11:41:16 main:581] : INFO : Epoch 900 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1398.57 ms
[2020-12-21 11:41:18 main:581] : INFO : Epoch 901 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 1395.96 ms
[2020-12-21 11:41:19 main:581] : INFO : Epoch 902 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 1394 ms
[2020-12-21 11:41:20 main:581] : INFO : Epoch 903 | loss: 0.0311664 | val_loss: 0.031175 | Time: 1394.62 ms
[2020-12-21 11:41:22 main:581] : INFO : Epoch 904 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 1391.78 ms
[2020-12-21 11:41:23 main:581] : INFO : Epoch 905 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1396.57 ms
[2020-12-21 11:41:25 main:581] : INFO : Epoch 906 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 1403.21 ms
[2020-12-21 11:41:26 main:581] : INFO : Epoch 907 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1395.7 ms
[2020-12-21 11:41:27 main:581] : INFO : Epoch 908 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 1393.87 ms
[2020-12-21 11:41:29 main:581] : INFO : Epoch 909 | loss: 0.0311682 | val_loss: 0.031173 | Time: 1426.83 ms
[2020-12-21 11:41:30 main:581] : INFO : Epoch 910 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1429.98 ms
[2020-12-21 11:41:32 main:581] : INFO : Epoch 911 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1430.01 ms
[2020-12-21 11:41:33 main:581] : INFO : Epoch 912 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1426.13 ms
[2020-12-21 11:41:35 main:581] : INFO : Epoch 913 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1437.17 ms
[2020-12-21 11:41:36 main:581] : INFO : Epoch 914 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 1444.17 ms
[2020-12-21 11:41:38 main:581] : INFO : Epoch 915 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 1463.25 ms
[2020-12-21 11:41:39 main:581] : INFO : Epoch 916 | loss: 0.031169 | val_loss: 0.0311726 | Time: 1477.2 ms
[2020-12-21 11:41:40 main:581] : INFO : Epoch 917 | loss: 0.0311672 | val_loss: 0.031173 | Time: 1474.46 ms
[2020-12-21 11:41:42 main:581] : INFO : Epoch 918 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1480.25 ms
[2020-12-21 11:41:43 main:581] : INFO : Epoch 919 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 1470.12 ms
[2020-12-21 11:41:45 main:581] : INFO : Epoch 920 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1428.44 ms
[2020-12-21 11:41:46 main:581] : INFO : Epoch 921 | loss: 0.0311676 | val_loss: 0.031174 | Time: 1436.84 ms
[2020-12-21 11:41:48 main:581] : INFO : Epoch 922 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1451.15 ms
[2020-12-21 11:41:49 main:581] : INFO : Epoch 923 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 1428.22 ms
[2020-12-21 11:41:51 main:581] : INFO : Epoch 924 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1468.95 ms
[2020-12-21 11:41:52 main:581] : INFO : Epoch 925 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1460.22 ms
[2020-12-21 11:41:54 main:581] : INFO : Epoch 926 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 1462.8 ms
[2020-12-21 11:41:55 main:581] : INFO : Epoch 927 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 1438.58 ms
[2020-12-21 11:41:56 main:581] : INFO : Epoch 928 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1461.36 ms
[2020-12-21 11:41:58 main:581] : INFO : Epoch 929 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 1450.16 ms
[2020-12-21 11:41:59 main:581] : INFO : Epoch 930 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1439.68 ms
[2020-12-21 11:42:01 main:581] : INFO : Epoch 931 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1447.26 ms
[2020-12-21 11:42:02 main:581] : INFO : Epoch 932 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 1425.85 ms
[2020-12-21 11:42:04 main:581] : INFO : Epoch 933 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1426.03 ms
[2020-12-21 11:42:05 main:581] : INFO : Epoch 934 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1405.86 ms
[2020-12-21 11:42:06 main:581] : INFO : Epoch 935 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 1417.68 ms
[2020-12-21 11:42:08 main:581] : INFO : Epoch 936 | loss: 0.0311667 | val_loss: 0.031172 | Time: 1403.8 ms
[2020-12-21 11:42:09 main:581] : INFO : Epoch 937 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1420.17 ms
[2020-12-21 11:42:11 main:581] : INFO : Epoch 938 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1419.85 ms
[2020-12-21 11:42:12 main:581] : INFO : Epoch 939 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 1418.41 ms
[2020-12-21 11:42:14 main:581] : INFO : Epoch 940 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 1426.12 ms
[2020-12-21 11:42:15 main:581] : INFO : Epoch 941 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1414.79 ms
[2020-12-21 11:42:16 main:581] : INFO : Epoch 942 | loss: 0.031166 | val_loss: 0.0311748 | Time: 1414.65 ms
[2020-12-21 11:42:18 main:581] : INFO : Epoch 943 | loss: 0.031166 | val_loss: 0.0311755 | Time: 1418.71 ms
[2020-12-21 11:42:19 main:581] : INFO : Epoch 944 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1427.14 ms
[2020-12-21 11:42:21 main:581] : INFO : Epoch 945 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1439.79 ms
[2020-12-21 11:42:22 main:581] : INFO : Epoch 946 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 1424.73 ms
[2020-12-21 11:42:24 main:581] : INFO : Epoch 947 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1419.07 ms
[2020-12-21 11:42:25 main:581] : INFO : Epoch 948 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 1442.54 ms
[2020-12-21 11:42:26 main:581] : INFO : Epoch 949 | loss: 0.0311683 | val_loss: 0.031181 | Time: 1466.3 ms
[2020-12-21 11:42:28 main:581] : INFO : Epoch 950 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1468.98 ms
[2020-12-21 11:42:29 main:581] : INFO : Epoch 951 | loss: 0.0311743 | val_loss: 0.0311773 | Time: 1462.31 ms
[2020-12-21 11:42:31 main:581] : INFO : Epoch 952 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 1473.73 ms
[2020-12-21 11:42:32 main:581] : INFO : Epoch 953 | loss: 0.03117 | val_loss: 0.031173 | Time: 1447.34 ms
[2020-12-21 11:42:34 main:581] : INFO : Epoch 954 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1425.86 ms
[2020-12-21 11:42:35 main:581] : INFO : Epoch 955 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 1422.75 ms
[2020-12-21 11:42:37 main:581] : INFO : Epoch 956 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1430.36 ms
[2020-12-21 11:42:38 main:581] : INFO : Epoch 957 | loss: 0.0311704 | val_loss: 0.031174 | Time: 1443.09 ms
[2020-12-21 11:42:39 main:581] : INFO : Epoch 958 | loss: 0.031169 | val_loss: 0.0311737 | Time: 1473.5 ms
[2020-12-21 11:42:41 main:581] : INFO : Epoch 959 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1434.25 ms
[2020-12-21 11:42:42 main:581] : INFO : Epoch 960 | loss: 0.0311685 | val_loss: 0.031173 | Time: 1427.78 ms
[2020-12-21 11:42:44 main:581] : INFO : Epoch 961 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1450.15 ms
[2020-12-21 11:42:45 main:581] : INFO : Epoch 962 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1460.5 ms
[2020-12-21 11:42:47 main:581] : INFO : Epoch 963 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 1465.9 ms
[2020-12-21 11:42:48 main:581] : INFO : Epoch 964 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 1482.93 ms
[2020-12-21 11:42:50 main:581] : INFO : Epoch 965 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1474.5 ms
[2020-12-21 11:42:51 main:581] : INFO : Epoch 966 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1487.97 ms
[2020-12-21 11:42:53 main:581] : INFO : Epoch 967 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1495.56 ms
[2020-12-21 11:42:54 main:581] : INFO : Epoch 968 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 1495.81 ms
[2020-12-21 11:42:56 main:581] : INFO : Epoch 969 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 1493.9 ms
[2020-12-21 11:42:57 main:581] : INFO : Epoch 970 | loss: 0.0311663 | val_loss: 0.031173 | Time: 1454.31 ms
[2020-12-21 11:42:59 main:581] : INFO : Epoch 971 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1520.53 ms
[2020-12-21 11:43:00 main:581] : INFO : Epoch 972 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1512.98 ms
[2020-12-21 11:43:02 main:581] : INFO : Epoch 973 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1494.11 ms
[2020-12-21 11:43:03 main:581] : INFO : Epoch 974 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1423.57 ms
[2020-12-21 11:43:05 main:581] : INFO : Epoch 975 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 1448.28 ms
[2020-12-21 11:43:06 main:581] : INFO : Epoch 976 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 1431.85 ms
[2020-12-21 11:43:07 main:581] : INFO : Epoch 977 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1427.98 ms
[2020-12-21 11:43:09 main:581] : INFO : Epoch 978 | loss: 0.031166 | val_loss: 0.0311737 | Time: 1399.8 ms
[2020-12-21 11:43:10 main:581] : INFO : Epoch 979 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 1394.29 ms
[2020-12-21 11:43:12 main:581] : INFO : Epoch 980 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 1409.7 ms
[2020-12-21 11:43:13 main:581] : INFO : Epoch 981 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1405.1 ms
[2020-12-21 11:43:14 main:581] : INFO : Epoch 982 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1392.51 ms
[2020-12-21 11:43:16 main:581] : INFO : Epoch 983 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 1401.87 ms
[2020-12-21 11:43:17 main:581] : INFO : Epoch 984 | loss: 0.0311654 | val_loss: 0.031172 | Time: 1404.47 ms
[2020-12-21 11:43:19 main:581] : INFO : Epoch 985 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1423.56 ms
[2020-12-21 11:43:20 main:581] : INFO : Epoch 986 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1393.18 ms
[2020-12-21 11:43:21 main:581] : INFO : Epoch 987 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1386.84 ms
[2020-12-21 11:43:23 main:581] : INFO : Epoch 988 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 1420.94 ms
[2020-12-21 11:43:24 main:581] : INFO : Epoch 989 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1421.68 ms
[2020-12-21 11:43:26 main:581] : INFO : Epoch 990 | loss: 0.0311664 | val_loss: 0.031171 | Time: 1400 ms
[2020-12-21 11:43:27 main:581] : INFO : Epoch 991 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 1399.58 ms
[2020-12-21 11:43:28 main:581] : INFO : Epoch 992 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 1407.07 ms
[2020-12-21 11:43:30 main:581] : INFO : Epoch 993 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1411.64 ms
[2020-12-21 11:43:31 main:581] : INFO : Epoch 994 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 1418.97 ms
[2020-12-21 11:43:33 main:581] : INFO : Epoch 995 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 1392.38 ms
[2020-12-21 11:43:34 main:581] : INFO : Epoch 996 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 1409.95 ms
[2020-12-21 11:43:35 main:581] : INFO : Epoch 997 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 1399.41 ms
[2020-12-21 11:43:37 main:581] : INFO : Epoch 998 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1399 ms
[2020-12-21 11:43:38 main:581] : INFO : Epoch 999 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 1408.86 ms
[2020-12-21 11:43:40 main:581] : INFO : Epoch 1000 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 1399.71 ms
[2020-12-21 11:43:41 main:581] : INFO : Epoch 1001 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 1392.84 ms
[2020-12-21 11:43:42 main:581] : INFO : Epoch 1002 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1387.25 ms
[2020-12-21 11:43:44 main:581] : INFO : Epoch 1003 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1392.59 ms
[2020-12-21 11:43:45 main:581] : INFO : Epoch 1004 | loss: 0.0311657 | val_loss: 0.0311718 | Time: 1397.71 ms
[2020-12-21 11:43:47 main:581] : INFO : Epoch 1005 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 1392.38 ms
[2020-12-21 11:43:48 main:581] : INFO : Epoch 1006 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 1414.96 ms
[2020-12-21 11:43:49 main:581] : INFO : Epoch 1007 | loss: 0.0311721 | val_loss: 0.031172 | Time: 1428.07 ms
[2020-12-21 11:43:51 main:581] : INFO : Epoch 1008 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 1435.58 ms
[2020-12-21 11:43:52 main:581] : INFO : Epoch 1009 | loss: 0.0311699 | val_loss: 0.0311708 | Time: 1441.79 ms
[2020-12-21 11:43:54 main:581] : INFO : Epoch 1010 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 1431.33 ms
[2020-12-21 11:43:55 main:581] : INFO : Epoch 1011 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 1429.25 ms
[2020-12-21 11:43:57 main:581] : INFO : Epoch 1012 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 1430.68 ms
[2020-12-21 11:43:58 main:581] : INFO : Epoch 1013 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 1438.75 ms
[2020-12-21 11:44:00 main:581] : INFO : Epoch 1014 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1446.1 ms
[2020-12-21 11:44:01 main:581] : INFO : Epoch 1015 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 1435.61 ms
[2020-12-21 11:44:02 main:581] : INFO : Epoch 1016 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 1442.91 ms
[2020-12-21 11:44:04 main:581] : INFO : Epoch 1017 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 1447.94 ms
[2020-12-21 11:44:05 main:581] : INFO : Epoch 1018 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 1472.81 ms
[2020-12-21 11:44:07 main:581] : INFO : Epoch 1019 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1467.52 ms
[2020-12-21 11:44:08 main:581] : INFO : Epoch 1020 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 1453.16 ms
[2020-12-21 11:44:10 main:581] : INFO : Epoch 1021 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 1399.58 ms
[2020-12-21 11:44:11 main:581] : INFO : Epoch 1022 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1517.77 ms
[2020-12-21 11:44:13 main:581] : INFO : Epoch 1023 | loss: 0.031168 | val_loss: 0.0311715 | Time: 1433.71 ms
[2020-12-21 11:44:14 main:581] : INFO : Epoch 1024 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 1398.9 ms
[2020-12-21 11:44:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311717
[2020-12-21 11:44:14 main:610] : INFO : Saving end state to config to file
[2020-12-21 11:44:14 main:615] : INFO : Success, exiting..
11:44:14 (1852647): 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)