Task 3744590
| Name | ParityMachine-1605152516-7279-13_0 |
| Workunit | 1924270 |
| Created | 20 Jan 2021, 18:16:47 UTC |
| Sent | 21 Jan 2021, 6:19:42 UTC |
| Report deadline | 28 Jan 2021, 6:19:42 UTC |
| Received | 21 Jan 2021, 22:21:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 52 sec |
| CPU time | 27 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 1599.02 ms [2021-01-21 16:07:43 main:574] : INFO : Epoch 515 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 1573.61 ms [2021-01-21 16:07:45 main:574] : INFO : Epoch 516 | loss: 0.0311486 | val_loss: 0.0311679 | Time: 1580.52 ms [2021-01-21 16:07:46 main:574] : INFO : Epoch 517 | loss: 0.0311507 | val_loss: 0.031167 | Time: 1582.28 ms [2021-01-21 16:07:48 main:574] : INFO : Epoch 518 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 1581.26 ms [2021-01-21 16:07:50 main:574] : INFO : Epoch 519 | loss: 0.0311493 | val_loss: 0.031164 | Time: 1608.63 ms [2021-01-21 16:07:51 main:574] : INFO : Epoch 520 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 1596.42 ms [2021-01-21 16:07:53 main:574] : INFO : Epoch 521 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 1585.99 ms [2021-01-21 16:07:55 main:574] : INFO : Epoch 522 | loss: 0.031148 | val_loss: 0.0311666 | Time: 1602.27 ms [2021-01-21 16:07:56 main:574] : INFO : Epoch 523 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 1582.76 ms [2021-01-21 16:07:58 main:574] : INFO : Epoch 524 | loss: 0.0311522 | val_loss: 0.031165 | Time: 1606.87 ms [2021-01-21 16:07:59 main:574] : INFO : Epoch 525 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 1602.95 ms [2021-01-21 16:08:01 main:574] : INFO : Epoch 526 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 1570.5 ms [2021-01-21 16:08:03 main:574] : INFO : Epoch 527 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1593.86 ms [2021-01-21 16:08:04 main:574] : INFO : Epoch 528 | loss: 0.0311531 | val_loss: 0.0311658 | Time: 1606.77 ms [2021-01-21 16:08:06 main:574] : INFO : Epoch 529 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 1603.4 ms [2021-01-21 16:08:07 main:574] : INFO : Epoch 530 | loss: 0.0311536 | val_loss: 0.0311712 | Time: 1595.27 ms [2021-01-21 16:08:09 main:574] : INFO : Epoch 531 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 1603.65 ms [2021-01-21 16:08:11 main:574] : INFO : Epoch 532 | loss: 0.0311489 | val_loss: 0.0311674 | Time: 1583.53 ms [2021-01-21 16:08:12 main:574] : INFO : Epoch 533 | loss: 0.0311495 | val_loss: 0.0311633 | Time: 1600.97 ms [2021-01-21 16:08:14 main:574] : INFO : Epoch 534 | loss: 0.0311538 | val_loss: 0.0311687 | Time: 1573.9 ms [2021-01-21 16:08:15 main:574] : INFO : Epoch 535 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 1568.08 ms [2021-01-21 16:08:17 main:574] : INFO : Epoch 536 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 1590.23 ms [2021-01-21 16:08:19 main:574] : INFO : Epoch 537 | loss: 0.031159 | val_loss: 0.0311691 | Time: 1605.96 ms [2021-01-21 16:08:20 main:574] : INFO : Epoch 538 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 1594.26 ms [2021-01-21 16:08:22 main:574] : INFO : Epoch 539 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 1583.74 ms [2021-01-21 16:08:23 main:574] : INFO : Epoch 540 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 1605.29 ms [2021-01-21 16:08:25 main:574] : INFO : Epoch 541 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 1595.72 ms [2021-01-21 16:08:27 main:574] : INFO : Epoch 542 | loss: 0.0311565 | val_loss: 0.031164 | Time: 1599.5 ms [2021-01-21 16:08:28 main:574] : INFO : Epoch 543 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 1605.21 ms [2021-01-21 16:08:30 main:574] : INFO : Epoch 544 | loss: 0.0311539 | val_loss: 0.0311644 | Time: 1603.32 ms [2021-01-21 16:08:31 main:574] : INFO : Epoch 545 | loss: 0.0311532 | val_loss: 0.0311669 | Time: 1585.08 ms [2021-01-21 16:08:33 main:574] : INFO : Epoch 546 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 1596.57 ms [2021-01-21 16:08:35 main:574] : INFO : Epoch 547 | loss: 0.0311514 | val_loss: 0.0311644 | Time: 1575.95 ms [2021-01-21 16:08:36 main:574] : INFO : Epoch 548 | loss: 0.0311509 | val_loss: 0.0311653 | Time: 1561.61 ms [2021-01-21 16:08:38 main:574] : INFO : Epoch 549 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 1601.26 ms [2021-01-21 16:08:39 main:574] : INFO : Epoch 550 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 1578.16 ms [2021-01-21 16:08:41 main:574] : INFO : Epoch 551 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 1593.37 ms [2021-01-21 16:08:43 main:574] : INFO : Epoch 552 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 1602 ms [2021-01-21 16:08:44 main:574] : INFO : Epoch 553 | loss: 0.0311487 | val_loss: 0.0311653 | Time: 1586.1 ms [2021-01-21 16:08:46 main:574] : INFO : Epoch 554 | loss: 0.031148 | val_loss: 0.0311712 | Time: 1617.76 ms [2021-01-21 16:08:47 main:574] : INFO : Epoch 555 | loss: 0.0311491 | val_loss: 0.0311659 | Time: 1571.04 ms [2021-01-21 16:08:49 main:574] : INFO : Epoch 556 | loss: 0.0311477 | val_loss: 0.031167 | Time: 1605.94 ms [2021-01-21 16:08:51 main:574] : INFO : Epoch 557 | loss: 0.0311479 | val_loss: 0.0311676 | Time: 1599.04 ms [2021-01-21 16:08:52 main:574] : INFO : Epoch 558 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1583.63 ms [2021-01-21 16:08:54 main:574] : INFO : Epoch 559 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 1562.49 ms [2021-01-21 16:08:55 main:574] : INFO : Epoch 560 | loss: 0.0311489 | val_loss: 0.0311683 | Time: 1563.03 ms [2021-01-21 16:08:57 main:574] : INFO : Epoch 561 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 1598.02 ms [2021-01-21 16:08:59 main:574] : INFO : Epoch 562 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 1597.35 ms [2021-01-21 16:09:00 main:574] : INFO : Epoch 563 | loss: 0.031148 | val_loss: 0.0311641 | Time: 1621.6 ms [2021-01-21 16:09:02 main:574] : INFO : Epoch 564 | loss: 0.0311476 | val_loss: 0.0311676 | Time: 1578.17 ms [2021-01-21 16:09:03 main:574] : INFO : Epoch 565 | loss: 0.0311496 | val_loss: 0.031166 | Time: 1597.95 ms [2021-01-21 16:09:05 main:574] : INFO : Epoch 566 | loss: 0.0311504 | val_loss: 0.0311687 | Time: 1612.28 ms [2021-01-21 16:09:07 main:574] : INFO : Epoch 567 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 1589.4 ms [2021-01-21 16:09:08 main:574] : INFO : Epoch 568 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 1582.56 ms [2021-01-21 16:09:10 main:574] : INFO : Epoch 569 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 1574.17 ms [2021-01-21 16:09:11 main:574] : INFO : Epoch 570 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 1569.09 ms [2021-01-21 16:09:13 main:574] : INFO : Epoch 571 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 1561.55 ms [2021-01-21 16:09:15 main:574] : INFO : Epoch 572 | loss: 0.0311482 | val_loss: 0.031167 | Time: 1583.59 ms [2021-01-21 16:09:16 main:574] : INFO : Epoch 573 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 1580.05 ms [2021-01-21 16:09:18 main:574] : INFO : Epoch 574 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 1605.13 ms [2021-01-21 16:09:19 main:574] : INFO : Epoch 575 | loss: 0.031148 | val_loss: 0.0311654 | Time: 1564.46 ms [2021-01-21 16:09:21 main:574] : INFO : Epoch 576 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 1578.97 ms [2021-01-21 16:09:22 main:574] : INFO : Epoch 577 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 1579.21 ms [2021-01-21 16:09:24 main:574] : INFO : Epoch 578 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 1570.65 ms [2021-01-21 16:09:26 main:574] : INFO : Epoch 579 | loss: 0.0311466 | val_loss: 0.0311655 | Time: 1592.59 ms [2021-01-21 16:09:27 main:574] : INFO : Epoch 580 | loss: 0.0311478 | val_loss: 0.031167 | Time: 1566.83 ms [2021-01-21 16:09:29 main:574] : INFO : Epoch 581 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 1565.32 ms [2021-01-21 16:09:30 main:574] : INFO : Epoch 582 | loss: 0.0311504 | val_loss: 0.0311688 | Time: 1590.98 ms [2021-01-21 16:09:32 main:574] : INFO : Epoch 583 | loss: 0.0311478 | val_loss: 0.031164 | Time: 1613.85 ms [2021-01-21 16:09:34 main:574] : INFO : Epoch 584 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 1595.93 ms [2021-01-21 16:09:35 main:574] : INFO : Epoch 585 | loss: 0.0311468 | val_loss: 0.0311661 | Time: 1588.77 ms [2021-01-21 16:09:37 main:574] : INFO : Epoch 586 | loss: 0.0311461 | val_loss: 0.0311644 | Time: 1586.81 ms [2021-01-21 16:09:38 main:574] : INFO : Epoch 587 | loss: 0.0311465 | val_loss: 0.0311687 | Time: 1565.58 ms [2021-01-21 16:09:40 main:574] : INFO : Epoch 588 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 1584.18 ms [2021-01-21 16:09:42 main:574] : INFO : Epoch 589 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 1595.57 ms [2021-01-21 16:09:43 main:574] : INFO : Epoch 590 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1580.65 ms [2021-01-21 16:09:45 main:574] : INFO : Epoch 591 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 1594.96 ms [2021-01-21 16:09:46 main:574] : INFO : Epoch 592 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1589.13 ms [2021-01-21 16:09:48 main:574] : INFO : Epoch 593 | loss: 0.0311571 | val_loss: 0.0311629 | Time: 1583.82 ms [2021-01-21 16:09:50 main:574] : INFO : Epoch 594 | loss: 0.031158 | val_loss: 0.0311635 | Time: 1598.74 ms [2021-01-21 16:09:51 main:574] : INFO : Epoch 595 | loss: 0.0311565 | val_loss: 0.0311624 | Time: 1590.4 ms [2021-01-21 16:09:53 main:574] : INFO : Epoch 596 | loss: 0.0311544 | val_loss: 0.031163 | Time: 1587.2 ms [2021-01-21 16:09:54 main:574] : INFO : Epoch 597 | loss: 0.031154 | val_loss: 0.0311615 | Time: 1594.05 ms [2021-01-21 16:09:56 main:574] : INFO : Epoch 598 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 1609.5 ms [2021-01-21 16:09:58 main:574] : INFO : Epoch 599 | loss: 0.0311548 | val_loss: 0.0311627 | Time: 1611.24 ms [2021-01-21 16:09:59 main:574] : INFO : Epoch 600 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 1608.63 ms [2021-01-21 16:10:01 main:574] : INFO : Epoch 601 | loss: 0.0311532 | val_loss: 0.0311618 | Time: 1620.46 ms [2021-01-21 16:10:03 main:574] : INFO : Epoch 602 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 1600.15 ms [2021-01-21 16:10:04 main:574] : INFO : Epoch 603 | loss: 0.0311518 | val_loss: 0.0311646 | Time: 1595.48 ms [2021-01-21 16:10:06 main:574] : INFO : Epoch 604 | loss: 0.0311535 | val_loss: 0.0311636 | Time: 1579.84 ms [2021-01-21 16:10:07 main:574] : INFO : Epoch 605 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 1590.88 ms [2021-01-21 16:10:09 main:574] : INFO : Epoch 606 | loss: 0.0311517 | val_loss: 0.0311632 | Time: 1589.95 ms [2021-01-21 16:10:10 main:574] : INFO : Epoch 607 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 1558.42 ms [2021-01-21 16:10:12 main:574] : INFO : Epoch 608 | loss: 0.0311535 | val_loss: 0.0311636 | Time: 1570.4 ms [2021-01-21 16:10:14 main:574] : INFO : Epoch 609 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1600.3 ms [2021-01-21 16:10:15 main:574] : INFO : Epoch 610 | loss: 0.0311544 | val_loss: 0.031165 | Time: 1611.74 ms [2021-01-21 16:10:17 main:574] : INFO : Epoch 611 | loss: 0.0311515 | val_loss: 0.031163 | Time: 1601.23 ms [2021-01-21 16:10:19 main:574] : INFO : Epoch 612 | loss: 0.0311532 | val_loss: 0.031164 | Time: 1592.38 ms [2021-01-21 16:10:20 main:574] : INFO : Epoch 613 | loss: 0.031153 | val_loss: 0.0311637 | Time: 1604.49 ms [2021-01-21 16:10:22 main:574] : INFO : Epoch 614 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1607.88 ms [2021-01-21 16:10:23 main:574] : INFO : Epoch 615 | loss: 0.0311539 | val_loss: 0.0311635 | Time: 1586.58 ms [2021-01-21 16:10:25 main:574] : INFO : Epoch 616 | loss: 0.0311528 | val_loss: 0.0311631 | Time: 1593.42 ms [2021-01-21 16:10:27 main:574] : INFO : Epoch 617 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 1605.81 ms [2021-01-21 16:10:28 main:574] : INFO : Epoch 618 | loss: 0.0311503 | val_loss: 0.0311621 | Time: 1582.24 ms [2021-01-21 16:10:30 main:574] : INFO : Epoch 619 | loss: 0.0311521 | val_loss: 0.0311641 | Time: 1582.36 ms [2021-01-21 16:10:31 main:574] : INFO : Epoch 620 | loss: 0.0311498 | val_loss: 0.031165 | Time: 1607.38 ms [2021-01-21 16:10:33 main:574] : INFO : Epoch 621 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 1585.4 ms [2021-01-21 16:10:35 main:574] : INFO : Epoch 622 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1615.7 ms [2021-01-21 16:10:36 main:574] : INFO : Epoch 623 | loss: 0.0311499 | val_loss: 0.031163 | Time: 1587.32 ms [2021-01-21 16:10:38 main:574] : INFO : Epoch 624 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 1580.43 ms [2021-01-21 16:10:39 main:574] : INFO : Epoch 625 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 1600.17 ms [2021-01-21 16:10:41 main:574] : INFO : Epoch 626 | loss: 0.0311492 | val_loss: 0.0311631 | Time: 1595.65 ms [2021-01-21 16:10:43 main:574] : INFO : Epoch 627 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1584.43 ms [2021-01-21 16:10:44 main:574] : INFO : Epoch 628 | loss: 0.031149 | val_loss: 0.0311616 | Time: 1602.6 ms [2021-01-21 16:10:46 main:574] : INFO : Epoch 629 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 1619.19 ms [2021-01-21 16:10:47 main:574] : INFO : Epoch 630 | loss: 0.0311484 | val_loss: 0.0311628 | Time: 1603.28 ms [2021-01-21 16:10:49 main:574] : INFO : Epoch 631 | loss: 0.0311486 | val_loss: 0.0311611 | Time: 1575.62 ms [2021-01-21 16:10:51 main:574] : INFO : Epoch 632 | loss: 0.0311487 | val_loss: 0.0311628 | Time: 1603.9 ms [2021-01-21 16:10:52 main:574] : INFO : Epoch 633 | loss: 0.0311508 | val_loss: 0.0311613 | Time: 1589.9 ms [2021-01-21 16:10:54 main:574] : INFO : Epoch 634 | loss: 0.0311502 | val_loss: 0.0311639 | Time: 1566.83 ms [2021-01-21 16:10:55 main:574] : INFO : Epoch 635 | loss: 0.0311521 | val_loss: 0.0311597 | Time: 1583.04 ms [2021-01-21 16:10:57 main:574] : INFO : Epoch 636 | loss: 0.031151 | val_loss: 0.0311602 | Time: 1606.25 ms [2021-01-21 16:10:59 main:574] : INFO : Epoch 637 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 1600.52 ms [2021-01-21 16:11:00 main:574] : INFO : Epoch 638 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 1609.43 ms [2021-01-21 16:11:02 main:574] : INFO : Epoch 639 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1597.51 ms [2021-01-21 16:11:03 main:574] : INFO : Epoch 640 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 1598.9 ms [2021-01-21 16:11:05 main:574] : INFO : Epoch 641 | loss: 0.0311533 | val_loss: 0.0311641 | Time: 1610.23 ms [2021-01-21 16:11:07 main:574] : INFO : Epoch 642 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 1601.57 ms [2021-01-21 16:11:08 main:574] : INFO : Epoch 643 | loss: 0.0311537 | val_loss: 0.0311641 | Time: 1609.92 ms [2021-01-21 16:11:10 main:574] : INFO : Epoch 644 | loss: 0.0311509 | val_loss: 0.0311635 | Time: 1599.78 ms [2021-01-21 16:11:12 main:574] : INFO : Epoch 645 | loss: 0.03115 | val_loss: 0.0311628 | Time: 1613.71 ms [2021-01-21 16:11:13 main:574] : INFO : Epoch 646 | loss: 0.0311497 | val_loss: 0.031164 | Time: 1596.2 ms [2021-01-21 16:11:15 main:574] : INFO : Epoch 647 | loss: 0.031149 | val_loss: 0.0311627 | Time: 1615.24 ms [2021-01-21 16:11:16 main:574] : INFO : Epoch 648 | loss: 0.0311489 | val_loss: 0.031165 | Time: 1591.5 ms [2021-01-21 16:11:18 main:574] : INFO : Epoch 649 | loss: 0.0311481 | val_loss: 0.031162 | Time: 1616.56 ms [2021-01-21 16:11:20 main:574] : INFO : Epoch 650 | loss: 0.0311485 | val_loss: 0.0311667 | Time: 1595.3 ms [2021-01-21 16:11:21 main:574] : INFO : Epoch 651 | loss: 0.0311501 | val_loss: 0.0311652 | Time: 1591.88 ms [2021-01-21 16:11:23 main:574] : INFO : Epoch 652 | loss: 0.0311484 | val_loss: 0.031165 | Time: 1589.48 ms [2021-01-21 16:11:24 main:574] : INFO : Epoch 653 | loss: 0.031148 | val_loss: 0.0311682 | Time: 1598.23 ms [2021-01-21 16:11:26 main:574] : INFO : Epoch 654 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 1609.68 ms [2021-01-21 16:11:28 main:574] : INFO : Epoch 655 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 1603.76 ms [2021-01-21 16:11:29 main:574] : INFO : Epoch 656 | loss: 0.0311492 | val_loss: 0.0311635 | Time: 1624.57 ms [2021-01-21 16:11:31 main:574] : INFO : Epoch 657 | loss: 0.0311481 | val_loss: 0.031163 | Time: 1569.93 ms [2021-01-21 16:11:32 main:574] : INFO : Epoch 658 | loss: 0.031148 | val_loss: 0.0311684 | Time: 1599.33 ms [2021-01-21 16:11:34 main:574] : INFO : Epoch 659 | loss: 0.0311481 | val_loss: 0.0311628 | Time: 1596.06 ms [2021-01-21 16:11:36 main:574] : INFO : Epoch 660 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 1594.04 ms [2021-01-21 16:11:37 main:574] : INFO : Epoch 661 | loss: 0.0311472 | val_loss: 0.031162 | Time: 1600.31 ms [2021-01-21 16:11:39 main:574] : INFO : Epoch 662 | loss: 0.031148 | val_loss: 0.0311627 | Time: 1574.05 ms [2021-01-21 16:11:40 main:574] : INFO : Epoch 663 | loss: 0.0311475 | val_loss: 0.0311661 | Time: 1576.35 ms [2021-01-21 16:11:42 main:574] : INFO : Epoch 664 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 1594.27 ms [2021-01-21 16:11:44 main:574] : INFO : Epoch 665 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1577.07 ms [2021-01-21 16:11:45 main:574] : INFO : Epoch 666 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 1554.31 ms [2021-01-21 16:11:47 main:574] : INFO : Epoch 667 | loss: 0.0311508 | val_loss: 0.0311628 | Time: 1596.65 ms [2021-01-21 16:11:48 main:574] : INFO : Epoch 668 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 1559.04 ms [2021-01-21 16:11:50 main:574] : INFO : Epoch 669 | loss: 0.0311502 | val_loss: 0.0311623 | Time: 1617.11 ms [2021-01-21 16:11:52 main:574] : INFO : Epoch 670 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 1570.59 ms [2021-01-21 16:11:53 main:574] : INFO : Epoch 671 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 1595.67 ms [2021-01-21 16:11:55 main:574] : INFO : Epoch 672 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1586.32 ms [2021-01-21 16:11:56 main:574] : INFO : Epoch 673 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 1591.16 ms [2021-01-21 16:11:58 main:574] : INFO : Epoch 674 | loss: 0.0311508 | val_loss: 0.0311634 | Time: 1594.79 ms [2021-01-21 16:12:00 main:574] : INFO : Epoch 675 | loss: 0.03115 | val_loss: 0.0311623 | Time: 1615.01 ms [2021-01-21 16:12:01 main:574] : INFO : Epoch 676 | loss: 0.0311493 | val_loss: 0.0311616 | Time: 1599.21 ms [2021-01-21 16:12:03 main:574] : INFO : Epoch 677 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 1601.4 ms [2021-01-21 16:12:04 main:574] : INFO : Epoch 678 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 1595.05 ms [2021-01-21 16:12:06 main:574] : INFO : Epoch 679 | loss: 0.0311485 | val_loss: 0.031161 | Time: 1595.15 ms [2021-01-21 16:12:08 main:574] : INFO : Epoch 680 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 1577.99 ms [2021-01-21 16:12:09 main:574] : INFO : Epoch 681 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 1606.18 ms [2021-01-21 16:12:11 main:574] : INFO : Epoch 682 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 1608.57 ms [2021-01-21 16:12:13 main:574] : INFO : Epoch 683 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1603.81 ms [2021-01-21 16:12:14 main:574] : INFO : Epoch 684 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 1596.15 ms [2021-01-21 16:12:16 main:574] : INFO : Epoch 685 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 1615.94 ms [2021-01-21 16:12:17 main:574] : INFO : Epoch 686 | loss: 0.0311489 | val_loss: 0.0311647 | Time: 1599.62 ms [2021-01-21 16:12:19 main:574] : INFO : Epoch 687 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 1631.79 ms [2021-01-21 16:12:21 main:574] : INFO : Epoch 688 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 1725.07 ms [2021-01-21 16:12:22 main:574] : INFO : Epoch 689 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 1631.91 ms [2021-01-21 16:12:24 main:574] : INFO : Epoch 690 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 1658.98 ms [2021-01-21 16:12:26 main:574] : INFO : Epoch 691 | loss: 0.0311485 | val_loss: 0.031163 | Time: 1631.16 ms [2021-01-21 16:12:27 main:574] : INFO : Epoch 692 | loss: 0.0311475 | val_loss: 0.0311637 | Time: 1616.58 ms [2021-01-21 16:12:29 main:574] : INFO : Epoch 693 | loss: 0.031148 | val_loss: 0.0311625 | Time: 1595.79 ms [2021-01-21 16:12:31 main:574] : INFO : Epoch 694 | loss: 0.0311482 | val_loss: 0.0311641 | Time: 1583.52 ms [2021-01-21 16:12:32 main:574] : INFO : Epoch 695 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 1594.4 ms [2021-01-21 16:12:34 main:574] : INFO : Epoch 696 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 1626.03 ms [2021-01-21 16:12:35 main:574] : INFO : Epoch 697 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 1605.68 ms [2021-01-21 16:12:37 main:574] : INFO : Epoch 698 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 1617.92 ms [2021-01-21 16:12:39 main:574] : INFO : Epoch 699 | loss: 0.0311483 | val_loss: 0.0311627 | Time: 1628.96 ms [2021-01-21 16:12:40 main:574] : INFO : Epoch 700 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 1628.58 ms [2021-01-21 16:12:42 main:574] : INFO : Epoch 701 | loss: 0.0311476 | val_loss: 0.0311629 | Time: 1652.5 ms [2021-01-21 16:12:44 main:574] : INFO : Epoch 702 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 1618.9 ms [2021-01-21 16:12:45 main:574] : INFO : Epoch 703 | loss: 0.0311492 | val_loss: 0.0311639 | Time: 1617.01 ms [2021-01-21 16:12:47 main:574] : INFO : Epoch 704 | loss: 0.0311493 | val_loss: 0.0311613 | Time: 1616.99 ms [2021-01-21 16:12:48 main:574] : INFO : Epoch 705 | loss: 0.031148 | val_loss: 0.0311609 | Time: 1630.48 ms [2021-01-21 16:12:50 main:574] : INFO : Epoch 706 | loss: 0.031148 | val_loss: 0.031163 | Time: 1657.07 ms [2021-01-21 16:12:52 main:574] : INFO : Epoch 707 | loss: 0.0311495 | val_loss: 0.0311692 | Time: 1635.19 ms [2021-01-21 16:12:53 main:574] : INFO : Epoch 708 | loss: 0.0311506 | val_loss: 0.03116 | Time: 1613.23 ms [2021-01-21 16:12:55 main:574] : INFO : Epoch 709 | loss: 0.03115 | val_loss: 0.031163 | Time: 1601.68 ms [2021-01-21 16:12:57 main:574] : INFO : Epoch 710 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1608.53 ms [2021-01-21 16:12:58 main:574] : INFO : Epoch 711 | loss: 0.0311481 | val_loss: 0.0311602 | Time: 1617.58 ms [2021-01-21 16:13:00 main:574] : INFO : Epoch 712 | loss: 0.0311478 | val_loss: 0.0311612 | Time: 1632.98 ms [2021-01-21 16:13:02 main:574] : INFO : Epoch 713 | loss: 0.031147 | val_loss: 0.0311618 | Time: 1646.32 ms [2021-01-21 16:13:03 main:574] : INFO : Epoch 714 | loss: 0.0311465 | val_loss: 0.0311626 | Time: 1639.15 ms [2021-01-21 16:13:05 main:574] : INFO : Epoch 715 | loss: 0.0311468 | val_loss: 0.0311618 | Time: 1619.11 ms [2021-01-21 16:13:06 main:574] : INFO : Epoch 716 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 1591.74 ms [2021-01-21 16:13:08 main:574] : INFO : Epoch 717 | loss: 0.0311499 | val_loss: 0.031163 | Time: 1631.15 ms [2021-01-21 16:13:10 main:574] : INFO : Epoch 718 | loss: 0.0311503 | val_loss: 0.0311624 | Time: 1609.22 ms [2021-01-21 16:13:11 main:574] : INFO : Epoch 719 | loss: 0.0311494 | val_loss: 0.0311611 | Time: 1615.51 ms [2021-01-21 16:13:13 main:574] : INFO : Epoch 720 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 1592.66 ms [2021-01-21 16:13:15 main:574] : INFO : Epoch 721 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 1617.54 ms [2021-01-21 16:13:16 main:574] : INFO : Epoch 722 | loss: 0.031151 | val_loss: 0.0311643 | Time: 1626 ms [2021-01-21 16:13:18 main:574] : INFO : Epoch 723 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 1644.53 ms [2021-01-21 16:13:20 main:574] : INFO : Epoch 724 | loss: 0.0311491 | val_loss: 0.0311609 | Time: 1642.25 ms [2021-01-21 16:13:21 main:574] : INFO : Epoch 725 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 1620.26 ms [2021-01-21 16:13:23 main:574] : INFO : Epoch 726 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 1615.43 ms [2021-01-21 16:13:24 main:574] : INFO : Epoch 727 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 1604.35 ms [2021-01-21 16:13:26 main:574] : INFO : Epoch 728 | loss: 0.031161 | val_loss: 0.0311689 | Time: 1621.48 ms [2021-01-21 16:13:28 main:574] : INFO : Epoch 729 | loss: 0.03116 | val_loss: 0.0311646 | Time: 1627.24 ms [2021-01-21 16:13:29 main:574] : INFO : Epoch 730 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 1603.98 ms [2021-01-21 16:13:31 main:574] : INFO : Epoch 731 | loss: 0.0311595 | val_loss: 0.0311651 | Time: 1637.44 ms [2021-01-21 16:13:33 main:574] : INFO : Epoch 732 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1616.04 ms [2021-01-21 16:13:34 main:574] : INFO : Epoch 733 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 1609.92 ms [2021-01-21 16:13:36 main:574] : INFO : Epoch 734 | loss: 0.031155 | val_loss: 0.0311661 | Time: 1609.15 ms [2021-01-21 16:13:37 main:574] : INFO : Epoch 735 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 1616.27 ms [2021-01-21 16:13:39 main:574] : INFO : Epoch 736 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 1646.42 ms [2021-01-21 16:13:41 main:574] : INFO : Epoch 737 | loss: 0.0311527 | val_loss: 0.0311679 | Time: 1617.51 ms [2021-01-21 16:13:42 main:574] : INFO : Epoch 738 | loss: 0.0311519 | val_loss: 0.0311665 | Time: 1649.05 ms [2021-01-21 16:13:44 main:574] : INFO : Epoch 739 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 1607.18 ms [2021-01-21 16:13:46 main:574] : INFO : Epoch 740 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 1634.37 ms [2021-01-21 16:13:47 main:574] : INFO : Epoch 741 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1621.66 ms [2021-01-21 16:13:49 main:574] : INFO : Epoch 742 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 1834.89 ms [2021-01-21 16:13:51 main:574] : INFO : Epoch 743 | loss: 0.0312239 | val_loss: 0.0312734 | Time: 1698.35 ms [2021-01-21 16:13:52 main:574] : INFO : Epoch 744 | loss: 0.0314613 | val_loss: 0.0314121 | Time: 1660.31 ms [2021-01-21 16:13:54 main:574] : INFO : Epoch 745 | loss: 0.0314606 | val_loss: 0.0313037 | Time: 1669.73 ms [2021-01-21 16:13:56 main:574] : INFO : Epoch 746 | loss: 0.0312318 | val_loss: 0.031184 | Time: 1689.85 ms [2021-01-21 16:13:57 main:574] : INFO : Epoch 747 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 1629.43 ms [2021-01-21 16:13:59 main:574] : INFO : Epoch 748 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 1651.55 ms [2021-01-21 16:14:01 main:574] : INFO : Epoch 749 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 1665.29 ms [2021-01-21 16:14:02 main:574] : INFO : Epoch 750 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 1626.37 ms [2021-01-21 16:14:04 main:574] : INFO : Epoch 751 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 1662.31 ms [2021-01-21 16:14:06 main:574] : INFO : Epoch 752 | loss: 0.0311531 | val_loss: 0.0311637 | Time: 1666.02 ms [2021-01-21 16:14:07 main:574] : INFO : Epoch 753 | loss: 0.0311505 | val_loss: 0.0311622 | Time: 1642.06 ms [2021-01-21 16:14:09 main:574] : INFO : Epoch 754 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 1637.86 ms [2021-01-21 16:14:11 main:574] : INFO : Epoch 755 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 1656.44 ms [2021-01-21 16:14:12 main:574] : INFO : Epoch 756 | loss: 0.0311488 | val_loss: 0.0311627 | Time: 1664.4 ms [2021-01-21 16:14:14 main:574] : INFO : Epoch 757 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 1666.86 ms [2021-01-21 16:14:16 main:574] : INFO : Epoch 758 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 1652.74 ms [2021-01-21 16:14:17 main:574] : INFO : Epoch 759 | loss: 0.031149 | val_loss: 0.0311624 | Time: 1651.18 ms [2021-01-21 16:14:19 main:574] : INFO : Epoch 760 | loss: 0.0311479 | val_loss: 0.0311609 | Time: 1652.02 ms [2021-01-21 16:14:21 main:574] : INFO : Epoch 761 | loss: 0.0311485 | val_loss: 0.0311618 | Time: 1649.3 ms [2021-01-21 16:14:22 main:574] : INFO : Epoch 762 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 1662.9 ms [2021-01-21 16:14:24 main:574] : INFO : Epoch 763 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 1653.48 ms [2021-01-21 16:14:26 main:574] : INFO : Epoch 764 | loss: 0.0311493 | val_loss: 0.0311636 | Time: 1667.09 ms [2021-01-21 16:14:27 main:574] : INFO : Epoch 765 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 1657.56 ms [2021-01-21 16:14:29 main:574] : INFO : Epoch 766 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 1670.37 ms [2021-01-21 16:14:31 main:574] : INFO : Epoch 767 | loss: 0.0311488 | val_loss: 0.0311662 | Time: 1645.9 ms [2021-01-21 16:14:32 main:574] : INFO : Epoch 768 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 1665.76 ms [2021-01-21 16:14:34 main:574] : INFO : Epoch 769 | loss: 0.0311472 | val_loss: 0.0311624 | Time: 1654.72 ms [2021-01-21 16:14:36 main:574] : INFO : Epoch 770 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 1647.23 ms [2021-01-21 16:14:37 main:574] : INFO : Epoch 771 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 1661.66 ms [2021-01-21 16:14:39 main:574] : INFO : Epoch 772 | loss: 0.0311486 | val_loss: 0.0311643 | Time: 1662.87 ms [2021-01-21 16:14:41 main:574] : INFO : Epoch 773 | loss: 0.0311498 | val_loss: 0.0311605 | Time: 1665.35 ms [2021-01-21 16:14:42 main:574] : INFO : Epoch 774 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 1660.65 ms [2021-01-21 16:14:44 main:574] : INFO : Epoch 775 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 1666.99 ms [2021-01-21 16:14:46 main:574] : INFO : Epoch 776 | loss: 0.0311462 | val_loss: 0.0311599 | Time: 1656.41 ms [2021-01-21 16:14:48 main:574] : INFO : Epoch 777 | loss: 0.0311469 | val_loss: 0.03116 | Time: 1681.21 ms [2021-01-21 16:14:49 main:574] : INFO : Epoch 778 | loss: 0.031147 | val_loss: 0.0311623 | Time: 1682.02 ms [2021-01-21 16:14:51 main:574] : INFO : Epoch 779 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 1645.63 ms [2021-01-21 16:14:53 main:574] : INFO : Epoch 780 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 1726.41 ms [2021-01-21 16:14:54 main:574] : INFO : Epoch 781 | loss: 0.0311472 | val_loss: 0.0311622 | Time: 1660.67 ms [2021-01-21 16:14:56 main:574] : INFO : Epoch 782 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 1660.34 ms [2021-01-21 16:14:58 main:574] : INFO : Epoch 783 | loss: 0.031146 | val_loss: 0.0311603 | Time: 1646.69 ms [2021-01-21 16:14:59 main:574] : INFO : Epoch 784 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 1651.85 ms [2021-01-21 16:15:01 main:574] : INFO : Epoch 785 | loss: 0.0311482 | val_loss: 0.031163 | Time: 1668.23 ms [2021-01-21 16:15:03 main:574] : INFO : Epoch 786 | loss: 0.0311474 | val_loss: 0.0311623 | Time: 1643.8 ms [2021-01-21 16:15:04 main:574] : INFO : Epoch 787 | loss: 0.0311476 | val_loss: 0.031164 | Time: 1643.68 ms [2021-01-21 16:15:06 main:574] : INFO : Epoch 788 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1672.33 ms [2021-01-21 16:15:08 main:574] : INFO : Epoch 789 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 1659.64 ms [2021-01-21 16:15:09 main:574] : INFO : Epoch 790 | loss: 0.0311471 | val_loss: 0.0311624 | Time: 1666.27 ms [2021-01-21 16:15:11 main:574] : INFO : Epoch 791 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 1663.49 ms [2021-01-21 16:15:13 main:574] : INFO : Epoch 792 | loss: 0.0311472 | val_loss: 0.0311624 | Time: 1642.95 ms [2021-01-21 16:15:14 main:574] : INFO : Epoch 793 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 1655.66 ms [2021-01-21 16:15:16 main:574] : INFO : Epoch 794 | loss: 0.031146 | val_loss: 0.0311634 | Time: 1655.92 ms [2021-01-21 16:15:18 main:574] : INFO : Epoch 795 | loss: 0.0311459 | val_loss: 0.0311628 | Time: 1657.45 ms [2021-01-21 16:15:19 main:574] : INFO : Epoch 796 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 1652.79 ms [2021-01-21 16:15:21 main:574] : INFO : Epoch 797 | loss: 0.0311451 | val_loss: 0.0311654 | Time: 1654.92 ms [2021-01-21 16:15:23 main:574] : INFO : Epoch 798 | loss: 0.031146 | val_loss: 0.0311623 | Time: 1653.32 ms [2021-01-21 16:15:24 main:574] : INFO : Epoch 799 | loss: 0.0311453 | val_loss: 0.0311632 | Time: 1648.3 ms [2021-01-21 16:15:26 main:574] : INFO : Epoch 800 | loss: 0.0311476 | val_loss: 0.0311655 | Time: 1647.08 ms [2021-01-21 16:15:28 main:574] : INFO : Epoch 801 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 1638.89 ms [2021-01-21 16:15:29 main:574] : INFO : Epoch 802 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 1669.06 ms [2021-01-21 16:15:31 main:574] : INFO : Epoch 803 | loss: 0.031147 | val_loss: 0.0311661 | Time: 1657.89 ms [2021-01-21 16:15:33 main:574] : INFO : Epoch 804 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 1646.7 ms [2021-01-21 16:15:34 main:574] : INFO : Epoch 805 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 1598.71 ms [2021-01-21 16:15:36 main:574] : INFO : Epoch 806 | loss: 0.031147 | val_loss: 0.0311625 | Time: 1597.97 ms [2021-01-21 16:15:38 main:574] : INFO : Epoch 807 | loss: 0.0311471 | val_loss: 0.0311607 | Time: 1767.63 ms [2021-01-21 16:15:39 main:574] : INFO : Epoch 808 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 1650.2 ms [2021-01-21 16:15:41 main:574] : INFO : Epoch 809 | loss: 0.0311462 | val_loss: 0.0311614 | Time: 1631.05 ms [2021-01-21 16:15:43 main:574] : INFO : Epoch 810 | loss: 0.0311466 | val_loss: 0.0311627 | Time: 1611.6 ms [2021-01-21 16:15:44 main:574] : INFO : Epoch 811 | loss: 0.0311479 | val_loss: 0.0311608 | Time: 1627.82 ms [2021-01-21 16:15:46 main:574] : INFO : Epoch 812 | loss: 0.0311467 | val_loss: 0.0311608 | Time: 1618.06 ms [2021-01-21 16:15:47 main:574] : INFO : Epoch 813 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 1612.9 ms [2021-01-21 16:15:49 main:574] : INFO : Epoch 814 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 1580.98 ms [2021-01-21 16:15:51 main:574] : INFO : Epoch 815 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 1629.98 ms [2021-01-21 16:15:52 main:574] : INFO : Epoch 816 | loss: 0.0311463 | val_loss: 0.0311632 | Time: 1658.76 ms [2021-01-21 16:15:54 main:574] : INFO : Epoch 817 | loss: 0.0311462 | val_loss: 0.031163 | Time: 1624.75 ms [2021-01-21 16:15:56 main:574] : INFO : Epoch 818 | loss: 0.0311466 | val_loss: 0.0311592 | Time: 1605.97 ms [2021-01-21 16:15:57 main:574] : INFO : Epoch 819 | loss: 0.0311467 | val_loss: 0.031159 | Time: 1618.99 ms [2021-01-21 16:15:59 main:574] : INFO : Epoch 820 | loss: 0.0311454 | val_loss: 0.0311586 | Time: 1602.6 ms [2021-01-21 16:16:00 main:574] : INFO : Epoch 821 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 1607.4 ms [2021-01-21 16:16:02 main:574] : INFO : Epoch 822 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1707.32 ms [2021-01-21 16:16:04 main:574] : INFO : Epoch 823 | loss: 0.0311442 | val_loss: 0.0311606 | Time: 1619.98 ms [2021-01-21 16:16:05 main:574] : INFO : Epoch 824 | loss: 0.0311452 | val_loss: 0.0311619 | Time: 1611.37 ms [2021-01-21 16:16:07 main:574] : INFO : Epoch 825 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 1621.72 ms [2021-01-21 16:16:09 main:574] : INFO : Epoch 826 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 1636.12 ms [2021-01-21 16:16:10 main:574] : INFO : Epoch 827 | loss: 0.0311449 | val_loss: 0.0311619 | Time: 1680.16 ms [2021-01-21 16:16:12 main:574] : INFO : Epoch 828 | loss: 0.0311441 | val_loss: 0.0311616 | Time: 1611.09 ms [2021-01-21 16:16:14 main:574] : INFO : Epoch 829 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 1641.86 ms [2021-01-21 16:16:15 main:574] : INFO : Epoch 830 | loss: 0.0311458 | val_loss: 0.031162 | Time: 1630.92 ms [2021-01-21 16:16:17 main:574] : INFO : Epoch 831 | loss: 0.0311479 | val_loss: 0.0311684 | Time: 1631.15 ms [2021-01-21 16:16:19 main:574] : INFO : Epoch 832 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1625.53 ms [2021-01-21 16:16:20 main:574] : INFO : Epoch 833 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 1602.06 ms [2021-01-21 16:16:22 main:574] : INFO : Epoch 834 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 1597.38 ms [2021-01-21 16:16:23 main:574] : INFO : Epoch 835 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 1632.58 ms [2021-01-21 16:16:25 main:574] : INFO : Epoch 836 | loss: 0.0311442 | val_loss: 0.0311599 | Time: 1639.01 ms [2021-01-21 16:16:27 main:574] : INFO : Epoch 837 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1639.35 ms [2021-01-21 16:16:28 main:574] : INFO : Epoch 838 | loss: 0.031144 | val_loss: 0.0311604 | Time: 1629.42 ms [2021-01-21 16:16:30 main:574] : INFO : Epoch 839 | loss: 0.0311431 | val_loss: 0.0311599 | Time: 1652.12 ms [2021-01-21 16:16:32 main:574] : INFO : Epoch 840 | loss: 0.0311423 | val_loss: 0.0311605 | Time: 1698.73 ms [2021-01-21 16:16:34 main:574] : INFO : Epoch 841 | loss: 0.031142 | val_loss: 0.0311621 | Time: 1759.97 ms [2021-01-21 16:16:35 main:574] : INFO : Epoch 842 | loss: 0.0311431 | val_loss: 0.0311598 | Time: 1657.23 ms [2021-01-21 16:16:37 main:574] : INFO : Epoch 843 | loss: 0.0311431 | val_loss: 0.0311597 | Time: 1652.71 ms [2021-01-21 16:16:39 main:574] : INFO : Epoch 844 | loss: 0.0311441 | val_loss: 0.0311598 | Time: 1678.6 ms [2021-01-21 16:16:40 main:574] : INFO : Epoch 845 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 1711.01 ms [2021-01-21 16:16:42 main:574] : INFO : Epoch 846 | loss: 0.0311427 | val_loss: 0.0311648 | Time: 1660.72 ms [2021-01-21 16:16:44 main:574] : INFO : Epoch 847 | loss: 0.0311438 | val_loss: 0.031162 | Time: 1623.81 ms [2021-01-21 16:16:45 main:574] : INFO : Epoch 848 | loss: 0.0311425 | val_loss: 0.0311623 | Time: 1637.88 ms [2021-01-21 16:16:47 main:574] : INFO : Epoch 849 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 1613.49 ms [2021-01-21 16:16:48 main:574] : INFO : Epoch 850 | loss: 0.0311422 | val_loss: 0.0311602 | Time: 1620.1 ms [2021-01-21 16:16:50 main:574] : INFO : Epoch 851 | loss: 0.0311417 | val_loss: 0.0311599 | Time: 1621.54 ms [2021-01-21 16:16:52 main:574] : INFO : Epoch 852 | loss: 0.0311419 | val_loss: 0.031163 | Time: 1604.57 ms [2021-01-21 16:16:53 main:574] : INFO : Epoch 853 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1626.79 ms [2021-01-21 16:16:55 main:574] : INFO : Epoch 854 | loss: 0.031141 | val_loss: 0.0311592 | Time: 1617.19 ms [2021-01-21 16:16:57 main:574] : INFO : Epoch 855 | loss: 0.0311406 | val_loss: 0.031159 | Time: 1600.16 ms [2021-01-21 16:16:58 main:574] : INFO : Epoch 856 | loss: 0.031142 | val_loss: 0.031161 | Time: 1603.09 ms [2021-01-21 16:17:00 main:574] : INFO : Epoch 857 | loss: 0.0311406 | val_loss: 0.0311618 | Time: 1615.42 ms [2021-01-21 16:17:01 main:574] : INFO : Epoch 858 | loss: 0.0311414 | val_loss: 0.0311619 | Time: 1592.06 ms [2021-01-21 16:17:03 main:574] : INFO : Epoch 859 | loss: 0.0311433 | val_loss: 0.0311604 | Time: 1640.85 ms [2021-01-21 16:17:05 main:574] : INFO : Epoch 860 | loss: 0.0311443 | val_loss: 0.0311598 | Time: 1686.61 ms [2021-01-21 16:17:06 main:574] : INFO : Epoch 861 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 1614.38 ms [2021-01-21 16:17:08 main:574] : INFO : Epoch 862 | loss: 0.0311423 | val_loss: 0.0311639 | Time: 1647.92 ms [2021-01-21 16:17:10 main:574] : INFO : Epoch 863 | loss: 0.031143 | val_loss: 0.0311617 | Time: 1660.03 ms [2021-01-21 16:17:11 main:574] : INFO : Epoch 864 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 1629.87 ms [2021-01-21 16:17:13 main:574] : INFO : Epoch 865 | loss: 0.0311425 | val_loss: 0.0311614 | Time: 1654.28 ms [2021-01-21 16:17:15 main:574] : INFO : Epoch 866 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 1620.98 ms [2021-01-21 16:17:16 main:574] : INFO : Epoch 867 | loss: 0.0311418 | val_loss: 0.0311646 | Time: 1617.39 ms [2021-01-21 16:17:18 main:574] : INFO : Epoch 868 | loss: 0.0311441 | val_loss: 0.0311616 | Time: 1671.9 ms [2021-01-21 16:17:20 main:574] : INFO : Epoch 869 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 1628.42 ms [2021-01-21 16:17:21 main:574] : INFO : Epoch 870 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 1630.58 ms [2021-01-21 16:17:23 main:574] : INFO : Epoch 871 | loss: 0.0311426 | val_loss: 0.0311596 | Time: 1855.93 ms [2021-01-21 16:17:25 main:574] : INFO : Epoch 872 | loss: 0.0311426 | val_loss: 0.0311613 | Time: 1715.16 ms [2021-01-21 16:17:27 main:574] : INFO : Epoch 873 | loss: 0.0311434 | val_loss: 0.031158 | Time: 1674.87 ms [2021-01-21 16:17:28 main:574] : INFO : Epoch 874 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 1641.19 ms [2021-01-21 16:17:30 main:574] : INFO : Epoch 875 | loss: 0.0311432 | val_loss: 0.0311619 | Time: 1616.41 ms [2021-01-21 16:17:31 main:574] : INFO : Epoch 876 | loss: 0.0311427 | val_loss: 0.0311606 | Time: 1610.53 ms [2021-01-21 16:17:33 main:574] : INFO : Epoch 877 | loss: 0.0311416 | val_loss: 0.0311615 | Time: 1637.99 ms [2021-01-21 16:17:35 main:574] : INFO : Epoch 878 | loss: 0.0311425 | val_loss: 0.0311612 | Time: 1630.3 ms [2021-01-21 16:17:36 main:574] : INFO : Epoch 879 | loss: 0.0311431 | val_loss: 0.0311619 | Time: 1611.8 ms [2021-01-21 16:17:38 main:574] : INFO : Epoch 880 | loss: 0.031143 | val_loss: 0.031162 | Time: 1597.12 ms [2021-01-21 16:17:40 main:574] : INFO : Epoch 881 | loss: 0.0311424 | val_loss: 0.0311639 | Time: 1601.84 ms [2021-01-21 16:17:41 main:574] : INFO : Epoch 882 | loss: 0.0311439 | val_loss: 0.0311606 | Time: 1616.69 ms [2021-01-21 16:17:43 main:574] : INFO : Epoch 883 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 1599.86 ms [2021-01-21 16:17:44 main:574] : INFO : Epoch 884 | loss: 0.0311436 | val_loss: 0.0311604 | Time: 1610.16 ms [2021-01-21 16:17:46 main:574] : INFO : Epoch 885 | loss: 0.0311425 | val_loss: 0.0311603 | Time: 1603.52 ms [2021-01-21 16:17:48 main:574] : INFO : Epoch 886 | loss: 0.0311422 | val_loss: 0.0311596 | Time: 1639.62 ms [2021-01-21 16:17:49 main:574] : INFO : Epoch 887 | loss: 0.0311425 | val_loss: 0.0311617 | Time: 1668.78 ms [2021-01-21 16:17:51 main:574] : INFO : Epoch 888 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 1694.23 ms [2021-01-21 16:17:53 main:574] : INFO : Epoch 889 | loss: 0.0311427 | val_loss: 0.0311592 | Time: 1649.03 ms [2021-01-21 16:17:54 main:574] : INFO : Epoch 890 | loss: 0.0311409 | val_loss: 0.0311608 | Time: 1631.3 ms [2021-01-21 16:17:56 main:574] : INFO : Epoch 891 | loss: 0.0311415 | val_loss: 0.0311633 | Time: 1639.05 ms [2021-01-21 16:17:58 main:574] : INFO : Epoch 892 | loss: 0.0311416 | val_loss: 0.03116 | Time: 1635.54 ms [2021-01-21 16:17:59 main:574] : INFO : Epoch 893 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 1573.93 ms [2021-01-21 16:18:01 main:574] : INFO : Epoch 894 | loss: 0.0311412 | val_loss: 0.0311627 | Time: 1598.29 ms [2021-01-21 16:18:03 main:574] : INFO : Epoch 895 | loss: 0.0311409 | val_loss: 0.031162 | Time: 1630.9 ms [2021-01-21 16:18:04 main:574] : INFO : Epoch 896 | loss: 0.0311416 | val_loss: 0.0311632 | Time: 1586.78 ms [2021-01-21 16:18:06 main:574] : INFO : Epoch 897 | loss: 0.031142 | val_loss: 0.0311623 | Time: 1590.34 ms [2021-01-21 16:18:07 main:574] : INFO : Epoch 898 | loss: 0.0311431 | val_loss: 0.031162 | Time: 1590.1 ms [2021-01-21 16:18:09 main:574] : INFO : Epoch 899 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 1621.49 ms [2021-01-21 16:18:11 main:574] : INFO : Epoch 900 | loss: 0.031142 | val_loss: 0.0311631 | Time: 1565.42 ms [2021-01-21 16:18:12 main:574] : INFO : Epoch 901 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 1616.55 ms [2021-01-21 16:18:14 main:574] : INFO : Epoch 902 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 1597.79 ms [2021-01-21 16:18:15 main:574] : INFO : Epoch 903 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 1599.45 ms [2021-01-21 16:18:17 main:574] : INFO : Epoch 904 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 1647.45 ms [2021-01-21 16:18:19 main:574] : INFO : Epoch 905 | loss: 0.0311418 | val_loss: 0.0311643 | Time: 1593.31 ms [2021-01-21 16:18:20 main:574] : INFO : Epoch 906 | loss: 0.0311415 | val_loss: 0.0311648 | Time: 1629.24 ms [2021-01-21 16:18:22 main:574] : INFO : Epoch 907 | loss: 0.0311426 | val_loss: 0.0311615 | Time: 1602.83 ms [2021-01-21 16:18:23 main:574] : INFO : Epoch 908 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 1605.86 ms [2021-01-21 16:18:25 main:574] : INFO : Epoch 909 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 1607.04 ms [2021-01-21 16:18:27 main:574] : INFO : Epoch 910 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 1608.24 ms [2021-01-21 16:18:28 main:574] : INFO : Epoch 911 | loss: 0.0311456 | val_loss: 0.0311671 | Time: 1614.42 ms [2021-01-21 16:18:30 main:574] : INFO : Epoch 912 | loss: 0.031144 | val_loss: 0.0311706 | Time: 1587.69 ms [2021-01-21 16:18:32 main:574] : INFO : Epoch 913 | loss: 0.0311462 | val_loss: 0.0311633 | Time: 1605.66 ms [2021-01-21 16:18:33 main:574] : INFO : Epoch 914 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 1628.12 ms [2021-01-21 16:18:35 main:574] : INFO : Epoch 915 | loss: 0.0311422 | val_loss: 0.031162 | Time: 1614.72 ms [2021-01-21 16:18:36 main:574] : INFO : Epoch 916 | loss: 0.031143 | val_loss: 0.0311613 | Time: 1586.04 ms [2021-01-21 16:18:38 main:574] : INFO : Epoch 917 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 1592.47 ms [2021-01-21 16:18:40 main:574] : INFO : Epoch 918 | loss: 0.0311418 | val_loss: 0.031161 | Time: 1592.03 ms [2021-01-21 16:18:41 main:574] : INFO : Epoch 919 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1603.02 ms [2021-01-21 16:18:43 main:574] : INFO : Epoch 920 | loss: 0.0311406 | val_loss: 0.0311615 | Time: 1569.49 ms [2021-01-21 16:18:44 main:574] : INFO : Epoch 921 | loss: 0.0311409 | val_loss: 0.0311596 | Time: 1611.75 ms [2021-01-21 16:18:46 main:574] : INFO : Epoch 922 | loss: 0.0311413 | val_loss: 0.0311611 | Time: 1619.27 ms [2021-01-21 16:18:48 main:574] : INFO : Epoch 923 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 1632.1 ms [2021-01-21 16:18:49 main:574] : INFO : Epoch 924 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 1600.84 ms [2021-01-21 16:18:51 main:574] : INFO : Epoch 925 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 1593.79 ms [2021-01-21 16:18:53 main:574] : INFO : Epoch 926 | loss: 0.0311457 | val_loss: 0.0311621 | Time: 1602.46 ms [2021-01-21 16:18:54 main:574] : INFO : Epoch 927 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1562.06 ms [2021-01-21 16:18:56 main:574] : INFO : Epoch 928 | loss: 0.0311455 | val_loss: 0.0311657 | Time: 1598.16 ms [2021-01-21 16:18:57 main:574] : INFO : Epoch 929 | loss: 0.0311446 | val_loss: 0.0311639 | Time: 1550.87 ms [2021-01-21 16:18:59 main:574] : INFO : Epoch 930 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 1593.79 ms [2021-01-21 16:19:00 main:574] : INFO : Epoch 931 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 1558.06 ms [2021-01-21 16:19:02 main:574] : INFO : Epoch 932 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 1619.31 ms [2021-01-21 16:19:04 main:574] : INFO : Epoch 933 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 1599.99 ms [2021-01-21 16:19:05 main:574] : INFO : Epoch 934 | loss: 0.0311479 | val_loss: 0.0311613 | Time: 1587.79 ms [2021-01-21 16:19:07 main:574] : INFO : Epoch 935 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 1588.68 ms [2021-01-21 16:19:08 main:574] : INFO : Epoch 936 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 1597.13 ms [2021-01-21 16:19:10 main:574] : INFO : Epoch 937 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1614.38 ms [2021-01-21 16:19:12 main:574] : INFO : Epoch 938 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 1605.29 ms [2021-01-21 16:19:13 main:574] : INFO : Epoch 939 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 1585.27 ms [2021-01-21 16:19:15 main:574] : INFO : Epoch 940 | loss: 0.0311466 | val_loss: 0.0311627 | Time: 1620.67 ms [2021-01-21 16:19:17 main:574] : INFO : Epoch 941 | loss: 0.0311453 | val_loss: 0.0311627 | Time: 1579.16 ms [2021-01-21 16:19:18 main:574] : INFO : Epoch 942 | loss: 0.0311487 | val_loss: 0.0311646 | Time: 1610.52 ms [2021-01-21 16:19:20 main:574] : INFO : Epoch 943 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 1580.65 ms [2021-01-21 16:19:21 main:574] : INFO : Epoch 944 | loss: 0.0311452 | val_loss: 0.0311647 | Time: 1570.39 ms [2021-01-21 16:19:23 main:574] : INFO : Epoch 945 | loss: 0.0311441 | val_loss: 0.0311658 | Time: 1656.41 ms [2021-01-21 16:19:25 main:574] : INFO : Epoch 946 | loss: 0.0311438 | val_loss: 0.031171 | Time: 1622.03 ms [2021-01-21 16:19:26 main:574] : INFO : Epoch 947 | loss: 0.0311434 | val_loss: 0.0311673 | Time: 1650.93 ms [2021-01-21 16:19:28 main:574] : INFO : Epoch 948 | loss: 0.0311458 | val_loss: 0.0311659 | Time: 1633.65 ms [2021-01-21 16:19:30 main:574] : INFO : Epoch 949 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 1739.3 ms [2021-01-21 16:19:31 main:574] : INFO : Epoch 950 | loss: 0.0311468 | val_loss: 0.0311654 | Time: 1646.43 ms [2021-01-21 16:19:33 main:574] : INFO : Epoch 951 | loss: 0.0311469 | val_loss: 0.031163 | Time: 1653.85 ms [2021-01-21 16:19:35 main:574] : INFO : Epoch 952 | loss: 0.0311465 | val_loss: 0.0311623 | Time: 1676.31 ms [2021-01-21 16:19:36 main:574] : INFO : Epoch 953 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 1713.02 ms [2021-01-21 16:19:38 main:574] : INFO : Epoch 954 | loss: 0.0311448 | val_loss: 0.031165 | Time: 1692.17 ms [2021-01-21 16:19:40 main:574] : INFO : Epoch 955 | loss: 0.0311447 | val_loss: 0.0311629 | Time: 1810.49 ms [2021-01-21 16:19:42 main:574] : INFO : Epoch 956 | loss: 0.0311444 | val_loss: 0.031162 | Time: 1706.8 ms [2021-01-21 16:19:43 main:574] : INFO : Epoch 957 | loss: 0.0311472 | val_loss: 0.0311609 | Time: 1646.5 ms [2021-01-21 16:19:45 main:574] : INFO : Epoch 958 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1707.52 ms [2021-01-21 16:19:47 main:574] : INFO : Epoch 959 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 1722.43 ms [2021-01-21 16:19:48 main:574] : INFO : Epoch 960 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 1655.35 ms [2021-01-21 16:19:50 main:574] : INFO : Epoch 961 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 1615.87 ms [2021-01-21 16:19:52 main:574] : INFO : Epoch 962 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 1651.24 ms [2021-01-21 16:19:53 main:574] : INFO : Epoch 963 | loss: 0.0311461 | val_loss: 0.0311603 | Time: 1632.4 ms [2021-01-21 16:19:55 main:574] : INFO : Epoch 964 | loss: 0.0311447 | val_loss: 0.0311609 | Time: 1645.82 ms [2021-01-21 16:19:57 main:574] : INFO : Epoch 965 | loss: 0.0311442 | val_loss: 0.0311615 | Time: 1621.87 ms [2021-01-21 16:19:58 main:574] : INFO : Epoch 966 | loss: 0.0311439 | val_loss: 0.0311619 | Time: 1584.12 ms [2021-01-21 16:20:00 main:574] : INFO : Epoch 967 | loss: 0.0311439 | val_loss: 0.0311608 | Time: 1608.42 ms [2021-01-21 16:20:02 main:574] : INFO : Epoch 968 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1591.42 ms [2021-01-21 16:20:03 main:574] : INFO : Epoch 969 | loss: 0.0311458 | val_loss: 0.03116 | Time: 1590.54 ms [2021-01-21 16:20:05 main:574] : INFO : Epoch 970 | loss: 0.0311444 | val_loss: 0.0311613 | Time: 1607.39 ms [2021-01-21 16:20:06 main:574] : INFO : Epoch 971 | loss: 0.0311452 | val_loss: 0.0311597 | Time: 1622.08 ms [2021-01-21 16:20:08 main:574] : INFO : Epoch 972 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 1600.49 ms [2021-01-21 16:20:10 main:574] : INFO : Epoch 973 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 1594.16 ms [2021-01-21 16:20:11 main:574] : INFO : Epoch 974 | loss: 0.0311427 | val_loss: 0.0311605 | Time: 1567.78 ms [2021-01-21 16:20:13 main:574] : INFO : Epoch 975 | loss: 0.0311433 | val_loss: 0.0311613 | Time: 1615.35 ms [2021-01-21 16:20:14 main:574] : INFO : Epoch 976 | loss: 0.0311423 | val_loss: 0.03116 | Time: 1569.02 ms [2021-01-21 16:20:16 main:574] : INFO : Epoch 977 | loss: 0.0311429 | val_loss: 0.0311609 | Time: 1588.14 ms [2021-01-21 16:20:18 main:574] : INFO : Epoch 978 | loss: 0.0311421 | val_loss: 0.0311609 | Time: 1591.49 ms [2021-01-21 16:20:19 main:574] : INFO : Epoch 979 | loss: 0.0311426 | val_loss: 0.0311632 | Time: 1593.5 ms [2021-01-21 16:20:21 main:574] : INFO : Epoch 980 | loss: 0.0311426 | val_loss: 0.0311607 | Time: 1600.42 ms [2021-01-21 16:20:22 main:574] : INFO : Epoch 981 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 1585.78 ms [2021-01-21 16:20:24 main:574] : INFO : Epoch 982 | loss: 0.0311436 | val_loss: 0.0311601 | Time: 1608.21 ms [2021-01-21 16:20:26 main:574] : INFO : Epoch 983 | loss: 0.0311424 | val_loss: 0.0311618 | Time: 1628.92 ms [2021-01-21 16:20:27 main:574] : INFO : Epoch 984 | loss: 0.031142 | val_loss: 0.0311585 | Time: 1654.35 ms [2021-01-21 16:20:29 main:574] : INFO : Epoch 985 | loss: 0.0311442 | val_loss: 0.0311656 | Time: 1661.62 ms [2021-01-21 16:20:31 main:574] : INFO : Epoch 986 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 1719.19 ms [2021-01-21 16:20:32 main:574] : INFO : Epoch 987 | loss: 0.0311429 | val_loss: 0.0311592 | Time: 1643.44 ms [2021-01-21 16:20:34 main:574] : INFO : Epoch 988 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 1622.29 ms [2021-01-21 16:20:36 main:574] : INFO : Epoch 989 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 1611.15 ms [2021-01-21 16:20:37 main:574] : INFO : Epoch 990 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 1635.59 ms [2021-01-21 16:20:39 main:574] : INFO : Epoch 991 | loss: 0.0311438 | val_loss: 0.0311621 | Time: 1628.57 ms [2021-01-21 16:20:41 main:574] : INFO : Epoch 992 | loss: 0.0311429 | val_loss: 0.0311589 | Time: 1630.97 ms [2021-01-21 16:20:42 main:574] : INFO : Epoch 993 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 1645.91 ms [2021-01-21 16:20:44 main:574] : INFO : Epoch 994 | loss: 0.0311419 | val_loss: 0.0311603 | Time: 1641.34 ms [2021-01-21 16:20:46 main:574] : INFO : Epoch 995 | loss: 0.0311436 | val_loss: 0.0311624 | Time: 1645.45 ms [2021-01-21 16:20:47 main:574] : INFO : Epoch 996 | loss: 0.0311458 | val_loss: 0.0311676 | Time: 1638.89 ms [2021-01-21 16:20:49 main:574] : INFO : Epoch 997 | loss: 0.031146 | val_loss: 0.0311632 | Time: 1631.04 ms [2021-01-21 16:20:50 main:574] : INFO : Epoch 998 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 1644.41 ms [2021-01-21 16:20:52 main:574] : INFO : Epoch 999 | loss: 0.0311446 | val_loss: 0.0311616 | Time: 1615.3 ms [2021-01-21 16:20:54 main:574] : INFO : Epoch 1000 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 1645.72 ms [2021-01-21 16:20:55 main:574] : INFO : Epoch 1001 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 1646.15 ms [2021-01-21 16:20:57 main:574] : INFO : Epoch 1002 | loss: 0.0311421 | val_loss: 0.0311607 | Time: 1619.14 ms [2021-01-21 16:20:59 main:574] : INFO : Epoch 1003 | loss: 0.0311422 | val_loss: 0.0311628 | Time: 1611.65 ms [2021-01-21 16:21:00 main:574] : INFO : Epoch 1004 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 1630.56 ms [2021-01-21 16:21:02 main:574] : INFO : Epoch 1005 | loss: 0.0311422 | val_loss: 0.0311603 | Time: 1623.98 ms [2021-01-21 16:21:04 main:574] : INFO : Epoch 1006 | loss: 0.031144 | val_loss: 0.0311612 | Time: 1632.11 ms [2021-01-21 16:21:05 main:574] : INFO : Epoch 1007 | loss: 0.0311432 | val_loss: 0.0311643 | Time: 1646.93 ms [2021-01-21 16:21:07 main:574] : INFO : Epoch 1008 | loss: 0.0311449 | val_loss: 0.0311614 | Time: 1711.01 ms [2021-01-21 16:21:09 main:574] : INFO : Epoch 1009 | loss: 0.0311426 | val_loss: 0.0311642 | Time: 1635.4 ms [2021-01-21 16:21:10 main:574] : INFO : Epoch 1010 | loss: 0.0311437 | val_loss: 0.0311578 | Time: 1604.13 ms [2021-01-21 16:21:12 main:574] : INFO : Epoch 1011 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 1620.2 ms [2021-01-21 16:21:13 main:574] : INFO : Epoch 1012 | loss: 0.0311416 | val_loss: 0.031163 | Time: 1595.1 ms [2021-01-21 16:21:15 main:574] : INFO : Epoch 1013 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 1616.57 ms [2021-01-21 16:21:17 main:574] : INFO : Epoch 1014 | loss: 0.0311426 | val_loss: 0.0311622 | Time: 1610.82 ms [2021-01-21 16:21:18 main:574] : INFO : Epoch 1015 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 1610.83 ms [2021-01-21 16:21:20 main:574] : INFO : Epoch 1016 | loss: 0.0311404 | val_loss: 0.0311601 | Time: 1636.47 ms [2021-01-21 16:21:22 main:574] : INFO : Epoch 1017 | loss: 0.0311401 | val_loss: 0.0311602 | Time: 1627.73 ms [2021-01-21 16:21:23 main:574] : INFO : Epoch 1018 | loss: 0.0311415 | val_loss: 0.0311608 | Time: 1614.96 ms [2021-01-21 16:21:25 main:574] : INFO : Epoch 1019 | loss: 0.0311399 | val_loss: 0.031159 | Time: 1639.1 ms [2021-01-21 16:21:27 main:574] : INFO : Epoch 1020 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 1627.43 ms [2021-01-21 16:21:28 main:574] : INFO : Epoch 1021 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1622.77 ms [2021-01-21 16:21:30 main:574] : INFO : Epoch 1022 | loss: 0.0311399 | val_loss: 0.0311608 | Time: 1615.65 ms [2021-01-21 16:21:31 main:574] : INFO : Epoch 1023 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 1616.7 ms [2021-01-21 16:21:33 main:574] : INFO : Epoch 1024 | loss: 0.0311403 | val_loss: 0.0311605 | Time: 1623.82 ms [2021-01-21 16:21:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311605 [2021-01-21 16:21:33 main:603] : INFO : Saving end state to config to file [2021-01-21 16:21:33 main:608] : INFO : Success, exiting.. 16:21:33 (1388): 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)