Task 3714013
| Name | ParityMachine-1605152170-28012-15_0 |
| Workunit | 1901182 |
| Created | 17 Jan 2021, 20:51:51 UTC |
| Sent | 18 Jan 2021, 5:20:00 UTC |
| Report deadline | 25 Jan 2021, 5:20:00 UTC |
| Received | 18 Jan 2021, 19:55:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 39 sec |
| CPU time | 27 min 13 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.55 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> : Epoch 514 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 1596.09 ms [2021-01-18 14:41:53 main:574] : INFO : Epoch 515 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 1585.43 ms [2021-01-18 14:41:55 main:574] : INFO : Epoch 516 | loss: 0.0311522 | val_loss: 0.031168 | Time: 1565.14 ms [2021-01-18 14:41:56 main:574] : INFO : Epoch 517 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 1596.31 ms [2021-01-18 14:41:58 main:574] : INFO : Epoch 518 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 1564.08 ms [2021-01-18 14:42:00 main:574] : INFO : Epoch 519 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 1591.08 ms [2021-01-18 14:42:01 main:574] : INFO : Epoch 520 | loss: 0.0311497 | val_loss: 0.031165 | Time: 1613.53 ms [2021-01-18 14:42:03 main:574] : INFO : Epoch 521 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 1625.28 ms [2021-01-18 14:42:05 main:574] : INFO : Epoch 522 | loss: 0.0311491 | val_loss: 0.0311669 | Time: 1602.31 ms [2021-01-18 14:42:06 main:574] : INFO : Epoch 523 | loss: 0.0311489 | val_loss: 0.0311647 | Time: 1610.15 ms [2021-01-18 14:42:08 main:574] : INFO : Epoch 524 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1593.89 ms [2021-01-18 14:42:09 main:574] : INFO : Epoch 525 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 1607.45 ms [2021-01-18 14:42:11 main:574] : INFO : Epoch 526 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 1584.38 ms [2021-01-18 14:42:13 main:574] : INFO : Epoch 527 | loss: 0.031149 | val_loss: 0.0311634 | Time: 1562.28 ms [2021-01-18 14:42:14 main:574] : INFO : Epoch 528 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 1594.67 ms [2021-01-18 14:42:16 main:574] : INFO : Epoch 529 | loss: 0.031151 | val_loss: 0.0311667 | Time: 1624.47 ms [2021-01-18 14:42:17 main:574] : INFO : Epoch 530 | loss: 0.03115 | val_loss: 0.0311637 | Time: 1591.7 ms [2021-01-18 14:42:19 main:574] : INFO : Epoch 531 | loss: 0.0311482 | val_loss: 0.031164 | Time: 1587.85 ms [2021-01-18 14:42:21 main:574] : INFO : Epoch 532 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 1591.02 ms [2021-01-18 14:42:22 main:574] : INFO : Epoch 533 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 1566.73 ms [2021-01-18 14:42:24 main:574] : INFO : Epoch 534 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 1617.8 ms [2021-01-18 14:42:25 main:574] : INFO : Epoch 535 | loss: 0.0311492 | val_loss: 0.0311645 | Time: 1573.58 ms [2021-01-18 14:42:27 main:574] : INFO : Epoch 536 | loss: 0.0311484 | val_loss: 0.0311663 | Time: 1597.63 ms [2021-01-18 14:42:29 main:574] : INFO : Epoch 537 | loss: 0.0311482 | val_loss: 0.0311653 | Time: 1618.28 ms [2021-01-18 14:42:30 main:574] : INFO : Epoch 538 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 1603.8 ms [2021-01-18 14:42:32 main:574] : INFO : Epoch 539 | loss: 0.0311515 | val_loss: 0.0311695 | Time: 1618.44 ms [2021-01-18 14:42:33 main:574] : INFO : Epoch 540 | loss: 0.0311519 | val_loss: 0.0311653 | Time: 1618.34 ms [2021-01-18 14:42:35 main:574] : INFO : Epoch 541 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 1601.92 ms [2021-01-18 14:42:37 main:574] : INFO : Epoch 542 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 1614.12 ms [2021-01-18 14:42:38 main:574] : INFO : Epoch 543 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1580.65 ms [2021-01-18 14:42:40 main:574] : INFO : Epoch 544 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1606.53 ms [2021-01-18 14:42:42 main:574] : INFO : Epoch 545 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1621.73 ms [2021-01-18 14:42:43 main:574] : INFO : Epoch 546 | loss: 0.0311487 | val_loss: 0.0311639 | Time: 1596.53 ms [2021-01-18 14:42:45 main:574] : INFO : Epoch 547 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 1610.39 ms [2021-01-18 14:42:46 main:574] : INFO : Epoch 548 | loss: 0.0311512 | val_loss: 0.0311682 | Time: 1569.97 ms [2021-01-18 14:42:48 main:574] : INFO : Epoch 549 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 1621.99 ms [2021-01-18 14:42:50 main:574] : INFO : Epoch 550 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 1622.28 ms [2021-01-18 14:42:51 main:574] : INFO : Epoch 551 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1630.13 ms [2021-01-18 14:42:53 main:574] : INFO : Epoch 552 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 1573.12 ms [2021-01-18 14:42:54 main:574] : INFO : Epoch 553 | loss: 0.0311498 | val_loss: 0.0311644 | Time: 1594.32 ms [2021-01-18 14:42:56 main:574] : INFO : Epoch 554 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1620.31 ms [2021-01-18 14:42:58 main:574] : INFO : Epoch 555 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 1585.72 ms [2021-01-18 14:42:59 main:574] : INFO : Epoch 556 | loss: 0.031148 | val_loss: 0.0311625 | Time: 1618.48 ms [2021-01-18 14:43:01 main:574] : INFO : Epoch 557 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 1595.98 ms [2021-01-18 14:43:03 main:574] : INFO : Epoch 558 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 1609.3 ms [2021-01-18 14:43:04 main:574] : INFO : Epoch 559 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1604.89 ms [2021-01-18 14:43:06 main:574] : INFO : Epoch 560 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 1599.79 ms [2021-01-18 14:43:07 main:574] : INFO : Epoch 561 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1595.35 ms [2021-01-18 14:43:09 main:574] : INFO : Epoch 562 | loss: 0.0311515 | val_loss: 0.031163 | Time: 1586.39 ms [2021-01-18 14:43:11 main:574] : INFO : Epoch 563 | loss: 0.0311496 | val_loss: 0.031165 | Time: 1620.24 ms [2021-01-18 14:43:12 main:574] : INFO : Epoch 564 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 1572.52 ms [2021-01-18 14:43:14 main:574] : INFO : Epoch 565 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1594.85 ms [2021-01-18 14:43:15 main:574] : INFO : Epoch 566 | loss: 0.0311488 | val_loss: 0.031165 | Time: 1597.82 ms [2021-01-18 14:43:17 main:574] : INFO : Epoch 567 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 1572.73 ms [2021-01-18 14:43:19 main:574] : INFO : Epoch 568 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 1554.91 ms [2021-01-18 14:43:20 main:574] : INFO : Epoch 569 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 1581.63 ms [2021-01-18 14:43:22 main:574] : INFO : Epoch 570 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 1600.2 ms [2021-01-18 14:43:23 main:574] : INFO : Epoch 571 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 1613.58 ms [2021-01-18 14:43:25 main:574] : INFO : Epoch 572 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 1567.39 ms [2021-01-18 14:43:27 main:574] : INFO : Epoch 573 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1567.63 ms [2021-01-18 14:43:28 main:574] : INFO : Epoch 574 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 1593.66 ms [2021-01-18 14:43:30 main:574] : INFO : Epoch 575 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 1607.62 ms [2021-01-18 14:43:31 main:574] : INFO : Epoch 576 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1569.92 ms [2021-01-18 14:43:33 main:574] : INFO : Epoch 577 | loss: 0.0311484 | val_loss: 0.0311658 | Time: 1602.5 ms [2021-01-18 14:43:35 main:574] : INFO : Epoch 578 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 1610.74 ms [2021-01-18 14:43:36 main:574] : INFO : Epoch 579 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 1578.45 ms [2021-01-18 14:43:38 main:574] : INFO : Epoch 580 | loss: 0.0311487 | val_loss: 0.0311667 | Time: 1604.67 ms [2021-01-18 14:43:39 main:574] : INFO : Epoch 581 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 1603.19 ms [2021-01-18 14:43:41 main:574] : INFO : Epoch 582 | loss: 0.0311475 | val_loss: 0.0311633 | Time: 1601.63 ms [2021-01-18 14:43:43 main:574] : INFO : Epoch 583 | loss: 0.0311481 | val_loss: 0.0311652 | Time: 1574.22 ms [2021-01-18 14:43:44 main:574] : INFO : Epoch 584 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1599.02 ms [2021-01-18 14:43:46 main:574] : INFO : Epoch 585 | loss: 0.0311489 | val_loss: 0.0311626 | Time: 1586.77 ms [2021-01-18 14:43:47 main:574] : INFO : Epoch 586 | loss: 0.0311486 | val_loss: 0.0311633 | Time: 1585.43 ms [2021-01-18 14:43:49 main:574] : INFO : Epoch 587 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 1585.62 ms [2021-01-18 14:43:51 main:574] : INFO : Epoch 588 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 1617.85 ms [2021-01-18 14:43:52 main:574] : INFO : Epoch 589 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 1611.03 ms [2021-01-18 14:43:54 main:574] : INFO : Epoch 590 | loss: 0.0311531 | val_loss: 0.0311678 | Time: 1618.11 ms [2021-01-18 14:43:56 main:574] : INFO : Epoch 591 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 1617.62 ms [2021-01-18 14:43:57 main:574] : INFO : Epoch 592 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 1592.09 ms [2021-01-18 14:43:59 main:574] : INFO : Epoch 593 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 1602.68 ms [2021-01-18 14:44:00 main:574] : INFO : Epoch 594 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1565.68 ms [2021-01-18 14:44:02 main:574] : INFO : Epoch 595 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 1587.94 ms [2021-01-18 14:44:03 main:574] : INFO : Epoch 596 | loss: 0.03115 | val_loss: 0.0311626 | Time: 1575.08 ms [2021-01-18 14:44:05 main:574] : INFO : Epoch 597 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1572.65 ms [2021-01-18 14:44:07 main:574] : INFO : Epoch 598 | loss: 0.031149 | val_loss: 0.0311634 | Time: 1592.33 ms [2021-01-18 14:44:08 main:574] : INFO : Epoch 599 | loss: 0.0311495 | val_loss: 0.0311632 | Time: 1604.59 ms [2021-01-18 14:44:10 main:574] : INFO : Epoch 600 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 1588.89 ms [2021-01-18 14:44:11 main:574] : INFO : Epoch 601 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 1590.7 ms [2021-01-18 14:44:13 main:574] : INFO : Epoch 602 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 1534.58 ms [2021-01-18 14:44:15 main:574] : INFO : Epoch 603 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1552.89 ms [2021-01-18 14:44:16 main:574] : INFO : Epoch 604 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 1588.91 ms [2021-01-18 14:44:18 main:574] : INFO : Epoch 605 | loss: 0.0311532 | val_loss: 0.0311626 | Time: 1624.32 ms [2021-01-18 14:44:19 main:574] : INFO : Epoch 606 | loss: 0.0311519 | val_loss: 0.0311624 | Time: 1574.05 ms [2021-01-18 14:44:21 main:574] : INFO : Epoch 607 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 1606.99 ms [2021-01-18 14:44:23 main:574] : INFO : Epoch 608 | loss: 0.0311523 | val_loss: 0.0311628 | Time: 1623.99 ms [2021-01-18 14:44:24 main:574] : INFO : Epoch 609 | loss: 0.0311512 | val_loss: 0.031166 | Time: 1596.25 ms [2021-01-18 14:44:26 main:574] : INFO : Epoch 610 | loss: 0.0311516 | val_loss: 0.0311623 | Time: 1559.14 ms [2021-01-18 14:44:28 main:574] : INFO : Epoch 611 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 1785.03 ms [2021-01-18 14:44:29 main:574] : INFO : Epoch 612 | loss: 0.0311555 | val_loss: 0.0311643 | Time: 1641.18 ms [2021-01-18 14:44:31 main:574] : INFO : Epoch 613 | loss: 0.0311534 | val_loss: 0.0311638 | Time: 1587.63 ms [2021-01-18 14:44:32 main:574] : INFO : Epoch 614 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 1598.09 ms [2021-01-18 14:44:34 main:574] : INFO : Epoch 615 | loss: 0.0311513 | val_loss: 0.031163 | Time: 1590.86 ms [2021-01-18 14:44:36 main:574] : INFO : Epoch 616 | loss: 0.0311522 | val_loss: 0.0311658 | Time: 1587.5 ms [2021-01-18 14:44:37 main:574] : INFO : Epoch 617 | loss: 0.031154 | val_loss: 0.0311636 | Time: 1781.62 ms [2021-01-18 14:44:39 main:574] : INFO : Epoch 618 | loss: 0.031152 | val_loss: 0.0311612 | Time: 1644.49 ms [2021-01-18 14:44:41 main:574] : INFO : Epoch 619 | loss: 0.031151 | val_loss: 0.0311617 | Time: 1673.43 ms [2021-01-18 14:44:43 main:574] : INFO : Epoch 620 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 1690.66 ms [2021-01-18 14:44:44 main:574] : INFO : Epoch 621 | loss: 0.0311507 | val_loss: 0.0311637 | Time: 1629.82 ms [2021-01-18 14:44:46 main:574] : INFO : Epoch 622 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 1611.46 ms [2021-01-18 14:44:47 main:574] : INFO : Epoch 623 | loss: 0.0311522 | val_loss: 0.031164 | Time: 1610.37 ms [2021-01-18 14:44:49 main:574] : INFO : Epoch 624 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 1616.13 ms [2021-01-18 14:44:51 main:574] : INFO : Epoch 625 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 1558.06 ms [2021-01-18 14:44:52 main:574] : INFO : Epoch 626 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 1601.59 ms [2021-01-18 14:44:54 main:574] : INFO : Epoch 627 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 1610.69 ms [2021-01-18 14:44:56 main:574] : INFO : Epoch 628 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 1652.18 ms [2021-01-18 14:44:57 main:574] : INFO : Epoch 629 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 1610.91 ms [2021-01-18 14:44:59 main:574] : INFO : Epoch 630 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 1602.18 ms [2021-01-18 14:45:00 main:574] : INFO : Epoch 631 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 1605.34 ms [2021-01-18 14:45:02 main:574] : INFO : Epoch 632 | loss: 0.0311522 | val_loss: 0.031164 | Time: 1600.82 ms [2021-01-18 14:45:04 main:574] : INFO : Epoch 633 | loss: 0.0311535 | val_loss: 0.0311641 | Time: 1583.82 ms [2021-01-18 14:45:05 main:574] : INFO : Epoch 634 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 1586.59 ms [2021-01-18 14:45:07 main:574] : INFO : Epoch 635 | loss: 0.0311531 | val_loss: 0.0311622 | Time: 1592.9 ms [2021-01-18 14:45:08 main:574] : INFO : Epoch 636 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 1614.46 ms [2021-01-18 14:45:10 main:574] : INFO : Epoch 637 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 1608.38 ms [2021-01-18 14:45:12 main:574] : INFO : Epoch 638 | loss: 0.031152 | val_loss: 0.0311615 | Time: 1574.45 ms [2021-01-18 14:45:13 main:574] : INFO : Epoch 639 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 1611.63 ms [2021-01-18 14:45:15 main:574] : INFO : Epoch 640 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 1590.23 ms [2021-01-18 14:45:16 main:574] : INFO : Epoch 641 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 1593 ms [2021-01-18 14:45:18 main:574] : INFO : Epoch 642 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1578.39 ms [2021-01-18 14:45:20 main:574] : INFO : Epoch 643 | loss: 0.0311529 | val_loss: 0.0311648 | Time: 1577.75 ms [2021-01-18 14:45:21 main:574] : INFO : Epoch 644 | loss: 0.0311525 | val_loss: 0.0311622 | Time: 1600.71 ms [2021-01-18 14:45:23 main:574] : INFO : Epoch 645 | loss: 0.0311533 | val_loss: 0.0311605 | Time: 1592.65 ms [2021-01-18 14:45:24 main:574] : INFO : Epoch 646 | loss: 0.0311579 | val_loss: 0.0311676 | Time: 1577.81 ms [2021-01-18 14:45:26 main:574] : INFO : Epoch 647 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 1609.04 ms [2021-01-18 14:45:28 main:574] : INFO : Epoch 648 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 1600.79 ms [2021-01-18 14:45:29 main:574] : INFO : Epoch 649 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 1614.02 ms [2021-01-18 14:45:31 main:574] : INFO : Epoch 650 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 1607.43 ms [2021-01-18 14:45:32 main:574] : INFO : Epoch 651 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 1590.79 ms [2021-01-18 14:45:34 main:574] : INFO : Epoch 652 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 1602.17 ms [2021-01-18 14:45:36 main:574] : INFO : Epoch 653 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 1600.17 ms [2021-01-18 14:45:37 main:574] : INFO : Epoch 654 | loss: 0.0311515 | val_loss: 0.031161 | Time: 1616.03 ms [2021-01-18 14:45:39 main:574] : INFO : Epoch 655 | loss: 0.0311522 | val_loss: 0.031164 | Time: 1577.81 ms [2021-01-18 14:45:41 main:574] : INFO : Epoch 656 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 1585.82 ms [2021-01-18 14:45:42 main:574] : INFO : Epoch 657 | loss: 0.0311511 | val_loss: 0.0311604 | Time: 1582.52 ms [2021-01-18 14:45:44 main:574] : INFO : Epoch 658 | loss: 0.0311512 | val_loss: 0.0311607 | Time: 1578.9 ms [2021-01-18 14:45:45 main:574] : INFO : Epoch 659 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 1597.47 ms [2021-01-18 14:45:47 main:574] : INFO : Epoch 660 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 1582.81 ms [2021-01-18 14:45:48 main:574] : INFO : Epoch 661 | loss: 0.0311498 | val_loss: 0.031164 | Time: 1588.71 ms [2021-01-18 14:45:50 main:574] : INFO : Epoch 662 | loss: 0.0311517 | val_loss: 0.0311624 | Time: 1609.75 ms [2021-01-18 14:45:52 main:574] : INFO : Epoch 663 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 1592.67 ms [2021-01-18 14:45:53 main:574] : INFO : Epoch 664 | loss: 0.0311515 | val_loss: 0.0311623 | Time: 1588.63 ms [2021-01-18 14:45:55 main:574] : INFO : Epoch 665 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 1616 ms [2021-01-18 14:45:57 main:574] : INFO : Epoch 666 | loss: 0.0311511 | val_loss: 0.0311622 | Time: 1616.9 ms [2021-01-18 14:45:58 main:574] : INFO : Epoch 667 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 1612.38 ms [2021-01-18 14:46:00 main:574] : INFO : Epoch 668 | loss: 0.0311505 | val_loss: 0.0311619 | Time: 1610.15 ms [2021-01-18 14:46:01 main:574] : INFO : Epoch 669 | loss: 0.0311511 | val_loss: 0.031163 | Time: 1606.37 ms [2021-01-18 14:46:03 main:574] : INFO : Epoch 670 | loss: 0.0311507 | val_loss: 0.0311637 | Time: 1617.16 ms [2021-01-18 14:46:05 main:574] : INFO : Epoch 671 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 1585.56 ms [2021-01-18 14:46:06 main:574] : INFO : Epoch 672 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 1595.03 ms [2021-01-18 14:46:08 main:574] : INFO : Epoch 673 | loss: 0.0311509 | val_loss: 0.031162 | Time: 1618.82 ms [2021-01-18 14:46:10 main:574] : INFO : Epoch 674 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1613.3 ms [2021-01-18 14:46:11 main:574] : INFO : Epoch 675 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 1614.89 ms [2021-01-18 14:46:13 main:574] : INFO : Epoch 676 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 1621.47 ms [2021-01-18 14:46:14 main:574] : INFO : Epoch 677 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 1620.44 ms [2021-01-18 14:46:16 main:574] : INFO : Epoch 678 | loss: 0.0311552 | val_loss: 0.031165 | Time: 1583.58 ms [2021-01-18 14:46:18 main:574] : INFO : Epoch 679 | loss: 0.0311545 | val_loss: 0.0311613 | Time: 1626.65 ms [2021-01-18 14:46:19 main:574] : INFO : Epoch 680 | loss: 0.0311546 | val_loss: 0.0311632 | Time: 1581.26 ms [2021-01-18 14:46:21 main:574] : INFO : Epoch 681 | loss: 0.0311577 | val_loss: 0.0311622 | Time: 1606.88 ms [2021-01-18 14:46:22 main:574] : INFO : Epoch 682 | loss: 0.03116 | val_loss: 0.0311627 | Time: 1615.79 ms [2021-01-18 14:46:24 main:574] : INFO : Epoch 683 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 1629.06 ms [2021-01-18 14:46:26 main:574] : INFO : Epoch 684 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 1623.7 ms [2021-01-18 14:46:27 main:574] : INFO : Epoch 685 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 1618.19 ms [2021-01-18 14:46:29 main:574] : INFO : Epoch 686 | loss: 0.0317283 | val_loss: 0.0342796 | Time: 1616.9 ms [2021-01-18 14:46:31 main:574] : INFO : Epoch 687 | loss: 0.0318746 | val_loss: 0.0313341 | Time: 1609.32 ms [2021-01-18 14:46:32 main:574] : INFO : Epoch 688 | loss: 0.0314937 | val_loss: 0.0312848 | Time: 1607.02 ms [2021-01-18 14:46:34 main:574] : INFO : Epoch 689 | loss: 0.0312088 | val_loss: 0.0311781 | Time: 1614.07 ms [2021-01-18 14:46:35 main:574] : INFO : Epoch 690 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 1608.21 ms [2021-01-18 14:46:37 main:574] : INFO : Epoch 691 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 1613.07 ms [2021-01-18 14:46:39 main:574] : INFO : Epoch 692 | loss: 0.0311578 | val_loss: 0.0311664 | Time: 1620.56 ms [2021-01-18 14:46:40 main:574] : INFO : Epoch 693 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 1605.79 ms [2021-01-18 14:46:42 main:574] : INFO : Epoch 694 | loss: 0.0311581 | val_loss: 0.0311677 | Time: 1608.54 ms [2021-01-18 14:46:44 main:574] : INFO : Epoch 695 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 1626 ms [2021-01-18 14:46:45 main:574] : INFO : Epoch 696 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 1633.97 ms [2021-01-18 14:46:47 main:574] : INFO : Epoch 697 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 1634.77 ms [2021-01-18 14:46:49 main:574] : INFO : Epoch 698 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1625.05 ms [2021-01-18 14:46:50 main:574] : INFO : Epoch 699 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1619.36 ms [2021-01-18 14:46:52 main:574] : INFO : Epoch 700 | loss: 0.031156 | val_loss: 0.0311654 | Time: 1624.93 ms [2021-01-18 14:46:53 main:574] : INFO : Epoch 701 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 1627.99 ms [2021-01-18 14:46:55 main:574] : INFO : Epoch 702 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 1622.31 ms [2021-01-18 14:46:57 main:574] : INFO : Epoch 703 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1626.68 ms [2021-01-18 14:46:58 main:574] : INFO : Epoch 704 | loss: 0.0311555 | val_loss: 0.031165 | Time: 1623.76 ms [2021-01-18 14:47:00 main:574] : INFO : Epoch 705 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 1631.04 ms [2021-01-18 14:47:02 main:574] : INFO : Epoch 706 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1562.59 ms [2021-01-18 14:47:03 main:574] : INFO : Epoch 707 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1632.53 ms [2021-01-18 14:47:05 main:574] : INFO : Epoch 708 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 1593.79 ms [2021-01-18 14:47:06 main:574] : INFO : Epoch 709 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 1601.21 ms [2021-01-18 14:47:08 main:574] : INFO : Epoch 710 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 1632.8 ms [2021-01-18 14:47:10 main:574] : INFO : Epoch 711 | loss: 0.031155 | val_loss: 0.0311661 | Time: 1605.23 ms [2021-01-18 14:47:11 main:574] : INFO : Epoch 712 | loss: 0.0311536 | val_loss: 0.0311667 | Time: 1602 ms [2021-01-18 14:47:13 main:574] : INFO : Epoch 713 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 1602.9 ms [2021-01-18 14:47:15 main:574] : INFO : Epoch 714 | loss: 0.031154 | val_loss: 0.0311663 | Time: 1824.38 ms [2021-01-18 14:47:16 main:574] : INFO : Epoch 715 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1614.48 ms [2021-01-18 14:47:18 main:574] : INFO : Epoch 716 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 1804.52 ms [2021-01-18 14:47:20 main:574] : INFO : Epoch 717 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 1634.74 ms [2021-01-18 14:47:21 main:574] : INFO : Epoch 718 | loss: 0.0311526 | val_loss: 0.0311638 | Time: 1615.12 ms [2021-01-18 14:47:23 main:574] : INFO : Epoch 719 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 1641.31 ms [2021-01-18 14:47:25 main:574] : INFO : Epoch 720 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 1610.93 ms [2021-01-18 14:47:26 main:574] : INFO : Epoch 721 | loss: 0.031154 | val_loss: 0.031166 | Time: 1620.37 ms [2021-01-18 14:47:28 main:574] : INFO : Epoch 722 | loss: 0.0311536 | val_loss: 0.0311676 | Time: 1607.82 ms [2021-01-18 14:47:30 main:574] : INFO : Epoch 723 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 1605.65 ms [2021-01-18 14:47:31 main:574] : INFO : Epoch 724 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 1605.59 ms [2021-01-18 14:47:33 main:574] : INFO : Epoch 725 | loss: 0.0311525 | val_loss: 0.0311657 | Time: 1612.06 ms [2021-01-18 14:47:34 main:574] : INFO : Epoch 726 | loss: 0.031152 | val_loss: 0.0311657 | Time: 1614.93 ms [2021-01-18 14:47:36 main:574] : INFO : Epoch 727 | loss: 0.031153 | val_loss: 0.0311642 | Time: 1601.63 ms [2021-01-18 14:47:38 main:574] : INFO : Epoch 728 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 1617.65 ms [2021-01-18 14:47:39 main:574] : INFO : Epoch 729 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 1600.23 ms [2021-01-18 14:47:41 main:574] : INFO : Epoch 730 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 1617.17 ms [2021-01-18 14:47:43 main:574] : INFO : Epoch 731 | loss: 0.0311521 | val_loss: 0.0311663 | Time: 1603.53 ms [2021-01-18 14:47:44 main:574] : INFO : Epoch 732 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1633.94 ms [2021-01-18 14:47:46 main:574] : INFO : Epoch 733 | loss: 0.031153 | val_loss: 0.031165 | Time: 1609.66 ms [2021-01-18 14:47:47 main:574] : INFO : Epoch 734 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 1584.15 ms [2021-01-18 14:47:49 main:574] : INFO : Epoch 735 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 1619.16 ms [2021-01-18 14:47:51 main:574] : INFO : Epoch 736 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 1593.58 ms [2021-01-18 14:47:52 main:574] : INFO : Epoch 737 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 1628.78 ms [2021-01-18 14:47:54 main:574] : INFO : Epoch 738 | loss: 0.0311491 | val_loss: 0.0311657 | Time: 1609.6 ms [2021-01-18 14:47:55 main:574] : INFO : Epoch 739 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 1590.98 ms [2021-01-18 14:47:57 main:574] : INFO : Epoch 740 | loss: 0.0311488 | val_loss: 0.031164 | Time: 1601.22 ms [2021-01-18 14:47:59 main:574] : INFO : Epoch 741 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1617.03 ms [2021-01-18 14:48:00 main:574] : INFO : Epoch 742 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1610.85 ms [2021-01-18 14:48:02 main:574] : INFO : Epoch 743 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1588.69 ms [2021-01-18 14:48:04 main:574] : INFO : Epoch 744 | loss: 0.0311479 | val_loss: 0.0311675 | Time: 1599.37 ms [2021-01-18 14:48:05 main:574] : INFO : Epoch 745 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 1628.34 ms [2021-01-18 14:48:07 main:574] : INFO : Epoch 746 | loss: 0.0311483 | val_loss: 0.031164 | Time: 1589.64 ms [2021-01-18 14:48:08 main:574] : INFO : Epoch 747 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 1581.72 ms [2021-01-18 14:48:10 main:574] : INFO : Epoch 748 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 1622.78 ms [2021-01-18 14:48:12 main:574] : INFO : Epoch 749 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 1614.31 ms [2021-01-18 14:48:13 main:574] : INFO : Epoch 750 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 1572.29 ms [2021-01-18 14:48:15 main:574] : INFO : Epoch 751 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 1599.51 ms [2021-01-18 14:48:16 main:574] : INFO : Epoch 752 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 1614.68 ms [2021-01-18 14:48:18 main:574] : INFO : Epoch 753 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 1600.19 ms [2021-01-18 14:48:20 main:574] : INFO : Epoch 754 | loss: 0.031146 | val_loss: 0.0311703 | Time: 1581.32 ms [2021-01-18 14:48:21 main:574] : INFO : Epoch 755 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 1623.34 ms [2021-01-18 14:48:23 main:574] : INFO : Epoch 756 | loss: 0.031147 | val_loss: 0.0311639 | Time: 1604.35 ms [2021-01-18 14:48:25 main:574] : INFO : Epoch 757 | loss: 0.0311474 | val_loss: 0.0311639 | Time: 1586.56 ms [2021-01-18 14:48:26 main:574] : INFO : Epoch 758 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 1594.23 ms [2021-01-18 14:48:28 main:574] : INFO : Epoch 759 | loss: 0.0311463 | val_loss: 0.0311677 | Time: 1624.54 ms [2021-01-18 14:48:29 main:574] : INFO : Epoch 760 | loss: 0.031148 | val_loss: 0.0311676 | Time: 1617.46 ms [2021-01-18 14:48:31 main:574] : INFO : Epoch 761 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 1613.54 ms [2021-01-18 14:48:33 main:574] : INFO : Epoch 762 | loss: 0.0311468 | val_loss: 0.0311661 | Time: 1599.27 ms [2021-01-18 14:48:34 main:574] : INFO : Epoch 763 | loss: 0.031147 | val_loss: 0.0311675 | Time: 1614.28 ms [2021-01-18 14:48:36 main:574] : INFO : Epoch 764 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1606.02 ms [2021-01-18 14:48:37 main:574] : INFO : Epoch 765 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 1590.72 ms [2021-01-18 14:48:39 main:574] : INFO : Epoch 766 | loss: 0.0311475 | val_loss: 0.0311676 | Time: 1577.55 ms [2021-01-18 14:48:41 main:574] : INFO : Epoch 767 | loss: 0.0311463 | val_loss: 0.031165 | Time: 1637.03 ms [2021-01-18 14:48:42 main:574] : INFO : Epoch 768 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 1584.16 ms [2021-01-18 14:48:44 main:574] : INFO : Epoch 769 | loss: 0.0311486 | val_loss: 0.0311632 | Time: 1747.27 ms [2021-01-18 14:48:46 main:574] : INFO : Epoch 770 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 1619.68 ms [2021-01-18 14:48:47 main:574] : INFO : Epoch 771 | loss: 0.0311483 | val_loss: 0.0311629 | Time: 1616.66 ms [2021-01-18 14:48:49 main:574] : INFO : Epoch 772 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 1648.31 ms [2021-01-18 14:48:51 main:574] : INFO : Epoch 773 | loss: 0.0311486 | val_loss: 0.0311633 | Time: 1603.06 ms [2021-01-18 14:48:52 main:574] : INFO : Epoch 774 | loss: 0.0311489 | val_loss: 0.0311667 | Time: 1611.57 ms [2021-01-18 14:48:54 main:574] : INFO : Epoch 775 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 1617.54 ms [2021-01-18 14:48:55 main:574] : INFO : Epoch 776 | loss: 0.0311572 | val_loss: 0.031171 | Time: 1615.91 ms [2021-01-18 14:48:57 main:574] : INFO : Epoch 777 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 1639.8 ms [2021-01-18 14:48:59 main:574] : INFO : Epoch 778 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 1634.87 ms [2021-01-18 14:49:00 main:574] : INFO : Epoch 779 | loss: 0.0311499 | val_loss: 0.0311674 | Time: 1604.02 ms [2021-01-18 14:49:02 main:574] : INFO : Epoch 780 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 1617.79 ms [2021-01-18 14:49:04 main:574] : INFO : Epoch 781 | loss: 0.031149 | val_loss: 0.0311655 | Time: 1611.6 ms [2021-01-18 14:49:05 main:574] : INFO : Epoch 782 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 1615.12 ms [2021-01-18 14:49:07 main:574] : INFO : Epoch 783 | loss: 0.0311477 | val_loss: 0.0311685 | Time: 1600.72 ms [2021-01-18 14:49:08 main:574] : INFO : Epoch 784 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 1598.51 ms [2021-01-18 14:49:10 main:574] : INFO : Epoch 785 | loss: 0.0311484 | val_loss: 0.0311646 | Time: 1602.56 ms [2021-01-18 14:49:12 main:574] : INFO : Epoch 786 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1598.04 ms [2021-01-18 14:49:13 main:574] : INFO : Epoch 787 | loss: 0.0311477 | val_loss: 0.0311659 | Time: 1590.46 ms [2021-01-18 14:49:15 main:574] : INFO : Epoch 788 | loss: 0.031149 | val_loss: 0.0311661 | Time: 1593.44 ms [2021-01-18 14:49:17 main:574] : INFO : Epoch 789 | loss: 0.0311476 | val_loss: 0.0311663 | Time: 1595.7 ms [2021-01-18 14:49:18 main:574] : INFO : Epoch 790 | loss: 0.031147 | val_loss: 0.0311644 | Time: 1616.47 ms [2021-01-18 14:49:20 main:574] : INFO : Epoch 791 | loss: 0.0311466 | val_loss: 0.0311656 | Time: 1604.88 ms [2021-01-18 14:49:21 main:574] : INFO : Epoch 792 | loss: 0.0311457 | val_loss: 0.0311646 | Time: 1626.68 ms [2021-01-18 14:49:23 main:574] : INFO : Epoch 793 | loss: 0.0311458 | val_loss: 0.031165 | Time: 1678.39 ms [2021-01-18 14:49:25 main:574] : INFO : Epoch 794 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 1618.59 ms [2021-01-18 14:49:26 main:574] : INFO : Epoch 795 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 1609 ms [2021-01-18 14:49:28 main:574] : INFO : Epoch 796 | loss: 0.0311476 | val_loss: 0.031165 | Time: 1616.7 ms [2021-01-18 14:49:30 main:574] : INFO : Epoch 797 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 1616.66 ms [2021-01-18 14:49:31 main:574] : INFO : Epoch 798 | loss: 0.0311455 | val_loss: 0.0311665 | Time: 1618.88 ms [2021-01-18 14:49:33 main:574] : INFO : Epoch 799 | loss: 0.0311458 | val_loss: 0.031163 | Time: 1608.86 ms [2021-01-18 14:49:35 main:574] : INFO : Epoch 800 | loss: 0.0311449 | val_loss: 0.0311658 | Time: 1721.55 ms [2021-01-18 14:49:36 main:574] : INFO : Epoch 801 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 1615.35 ms [2021-01-18 14:49:38 main:574] : INFO : Epoch 802 | loss: 0.031146 | val_loss: 0.0311677 | Time: 1614.99 ms [2021-01-18 14:49:39 main:574] : INFO : Epoch 803 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 1646.35 ms [2021-01-18 14:49:41 main:574] : INFO : Epoch 804 | loss: 0.0311448 | val_loss: 0.0311633 | Time: 1610.84 ms [2021-01-18 14:49:43 main:574] : INFO : Epoch 805 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 1723.04 ms [2021-01-18 14:49:44 main:574] : INFO : Epoch 806 | loss: 0.0311452 | val_loss: 0.0311637 | Time: 1627.51 ms [2021-01-18 14:49:46 main:574] : INFO : Epoch 807 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 1632.19 ms [2021-01-18 14:49:48 main:574] : INFO : Epoch 808 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1628.72 ms [2021-01-18 14:49:49 main:574] : INFO : Epoch 809 | loss: 0.0311447 | val_loss: 0.0311637 | Time: 1617.08 ms [2021-01-18 14:49:51 main:574] : INFO : Epoch 810 | loss: 0.031146 | val_loss: 0.0311623 | Time: 1624.66 ms [2021-01-18 14:49:53 main:574] : INFO : Epoch 811 | loss: 0.0311449 | val_loss: 0.0311622 | Time: 1633.26 ms [2021-01-18 14:49:54 main:574] : INFO : Epoch 812 | loss: 0.031145 | val_loss: 0.0311637 | Time: 1598.1 ms [2021-01-18 14:49:56 main:574] : INFO : Epoch 813 | loss: 0.0311456 | val_loss: 0.031166 | Time: 1619.61 ms [2021-01-18 14:49:58 main:574] : INFO : Epoch 814 | loss: 0.0311497 | val_loss: 0.0311706 | Time: 1640.04 ms [2021-01-18 14:49:59 main:574] : INFO : Epoch 815 | loss: 0.0311453 | val_loss: 0.0311631 | Time: 1621 ms [2021-01-18 14:50:01 main:574] : INFO : Epoch 816 | loss: 0.0311448 | val_loss: 0.031162 | Time: 1617.34 ms [2021-01-18 14:50:02 main:574] : INFO : Epoch 817 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 1598.42 ms [2021-01-18 14:50:04 main:574] : INFO : Epoch 818 | loss: 0.0311455 | val_loss: 0.0311662 | Time: 1578.22 ms [2021-01-18 14:50:06 main:574] : INFO : Epoch 819 | loss: 0.0311458 | val_loss: 0.0311669 | Time: 1608.47 ms [2021-01-18 14:50:07 main:574] : INFO : Epoch 820 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 1597.46 ms [2021-01-18 14:50:09 main:574] : INFO : Epoch 821 | loss: 0.0311475 | val_loss: 0.0311695 | Time: 1621.65 ms [2021-01-18 14:50:10 main:574] : INFO : Epoch 822 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 1615.48 ms [2021-01-18 14:50:12 main:574] : INFO : Epoch 823 | loss: 0.031146 | val_loss: 0.0311645 | Time: 1618.52 ms [2021-01-18 14:50:14 main:574] : INFO : Epoch 824 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 1630.14 ms [2021-01-18 14:50:15 main:574] : INFO : Epoch 825 | loss: 0.0311445 | val_loss: 0.0311715 | Time: 1584.89 ms [2021-01-18 14:50:17 main:574] : INFO : Epoch 826 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1603.37 ms [2021-01-18 14:50:19 main:574] : INFO : Epoch 827 | loss: 0.0311478 | val_loss: 0.0311637 | Time: 1606.63 ms [2021-01-18 14:50:20 main:574] : INFO : Epoch 828 | loss: 0.0311454 | val_loss: 0.0311651 | Time: 1618.45 ms [2021-01-18 14:50:22 main:574] : INFO : Epoch 829 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 1610.55 ms [2021-01-18 14:50:23 main:574] : INFO : Epoch 830 | loss: 0.0311466 | val_loss: 0.0311641 | Time: 1620.34 ms [2021-01-18 14:50:25 main:574] : INFO : Epoch 831 | loss: 0.031144 | val_loss: 0.0311623 | Time: 1607.55 ms [2021-01-18 14:50:27 main:574] : INFO : Epoch 832 | loss: 0.0311443 | val_loss: 0.0311618 | Time: 1605.79 ms [2021-01-18 14:50:28 main:574] : INFO : Epoch 833 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 1615.67 ms [2021-01-18 14:50:30 main:574] : INFO : Epoch 834 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 1591.6 ms [2021-01-18 14:50:32 main:574] : INFO : Epoch 835 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 1605.68 ms [2021-01-18 14:50:33 main:574] : INFO : Epoch 836 | loss: 0.0311457 | val_loss: 0.0311635 | Time: 1602.52 ms [2021-01-18 14:50:35 main:574] : INFO : Epoch 837 | loss: 0.031145 | val_loss: 0.0311618 | Time: 1580.55 ms [2021-01-18 14:50:36 main:574] : INFO : Epoch 838 | loss: 0.0311446 | val_loss: 0.0311633 | Time: 1591.54 ms [2021-01-18 14:50:38 main:574] : INFO : Epoch 839 | loss: 0.031146 | val_loss: 0.0311668 | Time: 1586.93 ms [2021-01-18 14:50:40 main:574] : INFO : Epoch 840 | loss: 0.0311469 | val_loss: 0.031165 | Time: 1612.02 ms [2021-01-18 14:50:41 main:574] : INFO : Epoch 841 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1599.86 ms [2021-01-18 14:50:43 main:574] : INFO : Epoch 842 | loss: 0.0311452 | val_loss: 0.0311663 | Time: 1573.86 ms [2021-01-18 14:50:44 main:574] : INFO : Epoch 843 | loss: 0.0311452 | val_loss: 0.0311643 | Time: 1580.55 ms [2021-01-18 14:50:46 main:574] : INFO : Epoch 844 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 1598.89 ms [2021-01-18 14:50:48 main:574] : INFO : Epoch 845 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 1647.25 ms [2021-01-18 14:50:49 main:574] : INFO : Epoch 846 | loss: 0.0311472 | val_loss: 0.0311653 | Time: 1606.95 ms [2021-01-18 14:50:51 main:574] : INFO : Epoch 847 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 1584.39 ms [2021-01-18 14:50:52 main:574] : INFO : Epoch 848 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 1596.92 ms [2021-01-18 14:50:54 main:574] : INFO : Epoch 849 | loss: 0.0311439 | val_loss: 0.0311646 | Time: 1608.3 ms [2021-01-18 14:50:56 main:574] : INFO : Epoch 850 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 1602.94 ms [2021-01-18 14:50:57 main:574] : INFO : Epoch 851 | loss: 0.0311465 | val_loss: 0.0311711 | Time: 1762.59 ms [2021-01-18 14:50:59 main:574] : INFO : Epoch 852 | loss: 0.031148 | val_loss: 0.0311665 | Time: 1654.78 ms [2021-01-18 14:51:01 main:574] : INFO : Epoch 853 | loss: 0.0311497 | val_loss: 0.0311684 | Time: 1635.41 ms [2021-01-18 14:51:02 main:574] : INFO : Epoch 854 | loss: 0.0311471 | val_loss: 0.0311611 | Time: 1629.08 ms [2021-01-18 14:51:04 main:574] : INFO : Epoch 855 | loss: 0.0311485 | val_loss: 0.0311619 | Time: 1628.91 ms [2021-01-18 14:51:06 main:574] : INFO : Epoch 856 | loss: 0.031146 | val_loss: 0.0311629 | Time: 1640.01 ms [2021-01-18 14:51:07 main:574] : INFO : Epoch 857 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 1656.09 ms [2021-01-18 14:51:09 main:574] : INFO : Epoch 858 | loss: 0.0311445 | val_loss: 0.0311623 | Time: 1602.3 ms [2021-01-18 14:51:11 main:574] : INFO : Epoch 859 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 1628.56 ms [2021-01-18 14:51:12 main:574] : INFO : Epoch 860 | loss: 0.031145 | val_loss: 0.0311638 | Time: 1633.77 ms [2021-01-18 14:51:14 main:574] : INFO : Epoch 861 | loss: 0.0311445 | val_loss: 0.0311644 | Time: 1592.34 ms [2021-01-18 14:51:15 main:574] : INFO : Epoch 862 | loss: 0.031145 | val_loss: 0.031164 | Time: 1602.97 ms [2021-01-18 14:51:17 main:574] : INFO : Epoch 863 | loss: 0.0311467 | val_loss: 0.0311666 | Time: 1651.19 ms [2021-01-18 14:51:19 main:574] : INFO : Epoch 864 | loss: 0.0311467 | val_loss: 0.0311664 | Time: 1625.85 ms [2021-01-18 14:51:20 main:574] : INFO : Epoch 865 | loss: 0.0311467 | val_loss: 0.0311684 | Time: 1600.77 ms [2021-01-18 14:51:22 main:574] : INFO : Epoch 866 | loss: 0.0311464 | val_loss: 0.0311641 | Time: 1627.53 ms [2021-01-18 14:51:24 main:574] : INFO : Epoch 867 | loss: 0.0311449 | val_loss: 0.0311643 | Time: 1612.71 ms [2021-01-18 14:51:25 main:574] : INFO : Epoch 868 | loss: 0.0311443 | val_loss: 0.0311664 | Time: 1576.32 ms [2021-01-18 14:51:27 main:574] : INFO : Epoch 869 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 1616 ms [2021-01-18 14:51:28 main:574] : INFO : Epoch 870 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 1629.89 ms [2021-01-18 14:51:30 main:574] : INFO : Epoch 871 | loss: 0.031146 | val_loss: 0.0311647 | Time: 1633.97 ms [2021-01-18 14:51:32 main:574] : INFO : Epoch 872 | loss: 0.0311438 | val_loss: 0.0311655 | Time: 1637.84 ms [2021-01-18 14:51:33 main:574] : INFO : Epoch 873 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 1633.42 ms [2021-01-18 14:51:35 main:574] : INFO : Epoch 874 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1613.99 ms [2021-01-18 14:51:37 main:574] : INFO : Epoch 875 | loss: 0.0311467 | val_loss: 0.0311631 | Time: 1635.01 ms [2021-01-18 14:51:38 main:574] : INFO : Epoch 876 | loss: 0.031146 | val_loss: 0.0311612 | Time: 1610.64 ms [2021-01-18 14:51:40 main:574] : INFO : Epoch 877 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 1621.15 ms [2021-01-18 14:51:42 main:574] : INFO : Epoch 878 | loss: 0.0311461 | val_loss: 0.0311656 | Time: 1609.58 ms [2021-01-18 14:51:43 main:574] : INFO : Epoch 879 | loss: 0.0311461 | val_loss: 0.0311632 | Time: 1630.58 ms [2021-01-18 14:51:45 main:574] : INFO : Epoch 880 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1572.31 ms [2021-01-18 14:51:46 main:574] : INFO : Epoch 881 | loss: 0.031144 | val_loss: 0.0311634 | Time: 1641.12 ms [2021-01-18 14:51:48 main:574] : INFO : Epoch 882 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 1623.25 ms [2021-01-18 14:51:50 main:574] : INFO : Epoch 883 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 1628.66 ms [2021-01-18 14:51:51 main:574] : INFO : Epoch 884 | loss: 0.0311449 | val_loss: 0.031163 | Time: 1615.94 ms [2021-01-18 14:51:53 main:574] : INFO : Epoch 885 | loss: 0.0311438 | val_loss: 0.0311633 | Time: 1609.27 ms [2021-01-18 14:51:55 main:574] : INFO : Epoch 886 | loss: 0.0311451 | val_loss: 0.0311627 | Time: 1602.07 ms [2021-01-18 14:51:56 main:574] : INFO : Epoch 887 | loss: 0.0311454 | val_loss: 0.0311611 | Time: 1625.56 ms [2021-01-18 14:51:58 main:574] : INFO : Epoch 888 | loss: 0.0311458 | val_loss: 0.0311643 | Time: 1596.85 ms [2021-01-18 14:51:59 main:574] : INFO : Epoch 889 | loss: 0.0311443 | val_loss: 0.0311621 | Time: 1617.59 ms [2021-01-18 14:52:01 main:574] : INFO : Epoch 890 | loss: 0.0311457 | val_loss: 0.0311697 | Time: 1606.86 ms [2021-01-18 14:52:03 main:574] : INFO : Epoch 891 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1646.52 ms [2021-01-18 14:52:04 main:574] : INFO : Epoch 892 | loss: 0.0311447 | val_loss: 0.0311648 | Time: 1632.84 ms [2021-01-18 14:52:06 main:574] : INFO : Epoch 893 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 1613.57 ms [2021-01-18 14:52:08 main:574] : INFO : Epoch 894 | loss: 0.0311446 | val_loss: 0.0311634 | Time: 1616.22 ms [2021-01-18 14:52:09 main:574] : INFO : Epoch 895 | loss: 0.0311435 | val_loss: 0.0311619 | Time: 1624.9 ms [2021-01-18 14:52:11 main:574] : INFO : Epoch 896 | loss: 0.0311448 | val_loss: 0.0311697 | Time: 1614.05 ms [2021-01-18 14:52:12 main:574] : INFO : Epoch 897 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 1602.34 ms [2021-01-18 14:52:14 main:574] : INFO : Epoch 898 | loss: 0.0311465 | val_loss: 0.0311654 | Time: 1609.28 ms [2021-01-18 14:52:16 main:574] : INFO : Epoch 899 | loss: 0.0311446 | val_loss: 0.0311611 | Time: 1605.66 ms [2021-01-18 14:52:17 main:574] : INFO : Epoch 900 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 1627.07 ms [2021-01-18 14:52:19 main:574] : INFO : Epoch 901 | loss: 0.0311499 | val_loss: 0.0311662 | Time: 1624.21 ms [2021-01-18 14:52:21 main:574] : INFO : Epoch 902 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1614.99 ms [2021-01-18 14:52:22 main:574] : INFO : Epoch 903 | loss: 0.0311455 | val_loss: 0.0311667 | Time: 1614.1 ms [2021-01-18 14:52:24 main:574] : INFO : Epoch 904 | loss: 0.0311455 | val_loss: 0.031162 | Time: 1616.25 ms [2021-01-18 14:52:26 main:574] : INFO : Epoch 905 | loss: 0.0311464 | val_loss: 0.0311639 | Time: 1619.37 ms [2021-01-18 14:52:27 main:574] : INFO : Epoch 906 | loss: 0.0311447 | val_loss: 0.0311653 | Time: 1633.99 ms [2021-01-18 14:52:29 main:574] : INFO : Epoch 907 | loss: 0.0311453 | val_loss: 0.0311669 | Time: 1613.89 ms [2021-01-18 14:52:30 main:574] : INFO : Epoch 908 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 1643.79 ms [2021-01-18 14:52:32 main:574] : INFO : Epoch 909 | loss: 0.0311449 | val_loss: 0.0311641 | Time: 1613.08 ms [2021-01-18 14:52:34 main:574] : INFO : Epoch 910 | loss: 0.0311456 | val_loss: 0.031161 | Time: 1612.77 ms [2021-01-18 14:52:35 main:574] : INFO : Epoch 911 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 1597.9 ms [2021-01-18 14:52:37 main:574] : INFO : Epoch 912 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1598.14 ms [2021-01-18 14:52:39 main:574] : INFO : Epoch 913 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 1614.35 ms [2021-01-18 14:52:40 main:574] : INFO : Epoch 914 | loss: 0.0311453 | val_loss: 0.0311622 | Time: 1618.49 ms [2021-01-18 14:52:42 main:574] : INFO : Epoch 915 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 1607.24 ms [2021-01-18 14:52:43 main:574] : INFO : Epoch 916 | loss: 0.0311437 | val_loss: 0.0311654 | Time: 1626.1 ms [2021-01-18 14:52:45 main:574] : INFO : Epoch 917 | loss: 0.0311448 | val_loss: 0.0311719 | Time: 1641.95 ms [2021-01-18 14:52:47 main:574] : INFO : Epoch 918 | loss: 0.0311441 | val_loss: 0.0311651 | Time: 1615.6 ms [2021-01-18 14:52:48 main:574] : INFO : Epoch 919 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 1616.15 ms [2021-01-18 14:52:50 main:574] : INFO : Epoch 920 | loss: 0.0311447 | val_loss: 0.031164 | Time: 1623.03 ms [2021-01-18 14:52:52 main:574] : INFO : Epoch 921 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 1622.86 ms [2021-01-18 14:52:53 main:574] : INFO : Epoch 922 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 1629.54 ms [2021-01-18 14:52:55 main:574] : INFO : Epoch 923 | loss: 0.0311466 | val_loss: 0.0311627 | Time: 1636.3 ms [2021-01-18 14:52:56 main:574] : INFO : Epoch 924 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 1615.81 ms [2021-01-18 14:52:58 main:574] : INFO : Epoch 925 | loss: 0.031146 | val_loss: 0.0311642 | Time: 1615.03 ms [2021-01-18 14:53:00 main:574] : INFO : Epoch 926 | loss: 0.0311447 | val_loss: 0.0311621 | Time: 1619.23 ms [2021-01-18 14:53:01 main:574] : INFO : Epoch 927 | loss: 0.0311443 | val_loss: 0.0311636 | Time: 1617.59 ms [2021-01-18 14:53:03 main:574] : INFO : Epoch 928 | loss: 0.0311443 | val_loss: 0.0311673 | Time: 1629.58 ms [2021-01-18 14:53:05 main:574] : INFO : Epoch 929 | loss: 0.031146 | val_loss: 0.0311649 | Time: 1605.66 ms [2021-01-18 14:53:06 main:574] : INFO : Epoch 930 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 1606.39 ms [2021-01-18 14:53:08 main:574] : INFO : Epoch 931 | loss: 0.0311468 | val_loss: 0.0311654 | Time: 1611.62 ms [2021-01-18 14:53:10 main:574] : INFO : Epoch 932 | loss: 0.0311445 | val_loss: 0.0311628 | Time: 1632.32 ms [2021-01-18 14:53:11 main:574] : INFO : Epoch 933 | loss: 0.0311455 | val_loss: 0.0311657 | Time: 1613.46 ms [2021-01-18 14:53:13 main:574] : INFO : Epoch 934 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 1641.04 ms [2021-01-18 14:53:14 main:574] : INFO : Epoch 935 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1620.53 ms [2021-01-18 14:53:16 main:574] : INFO : Epoch 936 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1626.23 ms [2021-01-18 14:53:18 main:574] : INFO : Epoch 937 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 1616.86 ms [2021-01-18 14:53:19 main:574] : INFO : Epoch 938 | loss: 0.031145 | val_loss: 0.0311604 | Time: 1623.01 ms [2021-01-18 14:53:21 main:574] : INFO : Epoch 939 | loss: 0.0311452 | val_loss: 0.0311615 | Time: 1634.47 ms [2021-01-18 14:53:23 main:574] : INFO : Epoch 940 | loss: 0.0311467 | val_loss: 0.0311631 | Time: 1640.1 ms [2021-01-18 14:53:24 main:574] : INFO : Epoch 941 | loss: 0.0311478 | val_loss: 0.0311618 | Time: 1637.86 ms [2021-01-18 14:53:26 main:574] : INFO : Epoch 942 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1609.67 ms [2021-01-18 14:53:28 main:574] : INFO : Epoch 943 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 1625.69 ms [2021-01-18 14:53:29 main:574] : INFO : Epoch 944 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 1617.51 ms [2021-01-18 14:53:31 main:574] : INFO : Epoch 945 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 1607.94 ms [2021-01-18 14:53:32 main:574] : INFO : Epoch 946 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 1625.28 ms [2021-01-18 14:53:34 main:574] : INFO : Epoch 947 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 1627.08 ms [2021-01-18 14:53:36 main:574] : INFO : Epoch 948 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 1610.12 ms [2021-01-18 14:53:37 main:574] : INFO : Epoch 949 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1606.39 ms [2021-01-18 14:53:39 main:574] : INFO : Epoch 950 | loss: 0.031146 | val_loss: 0.0311625 | Time: 1598.52 ms [2021-01-18 14:53:41 main:574] : INFO : Epoch 951 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 1612.72 ms [2021-01-18 14:53:42 main:574] : INFO : Epoch 952 | loss: 0.0311491 | val_loss: 0.0311624 | Time: 1626.33 ms [2021-01-18 14:53:44 main:574] : INFO : Epoch 953 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 1604.77 ms [2021-01-18 14:53:45 main:574] : INFO : Epoch 954 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 1625.6 ms [2021-01-18 14:53:47 main:574] : INFO : Epoch 955 | loss: 0.0311439 | val_loss: 0.0311673 | Time: 1611.85 ms [2021-01-18 14:53:49 main:574] : INFO : Epoch 956 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 1625.44 ms [2021-01-18 14:53:50 main:574] : INFO : Epoch 957 | loss: 0.031144 | val_loss: 0.0311606 | Time: 1617.83 ms [2021-01-18 14:53:52 main:574] : INFO : Epoch 958 | loss: 0.0311444 | val_loss: 0.031161 | Time: 1605.52 ms [2021-01-18 14:53:54 main:574] : INFO : Epoch 959 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1619.04 ms [2021-01-18 14:53:55 main:574] : INFO : Epoch 960 | loss: 0.0311432 | val_loss: 0.0311653 | Time: 1616.81 ms [2021-01-18 14:53:57 main:574] : INFO : Epoch 961 | loss: 0.0311427 | val_loss: 0.0311636 | Time: 1616.09 ms [2021-01-18 14:53:58 main:574] : INFO : Epoch 962 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 1611.66 ms [2021-01-18 14:54:00 main:574] : INFO : Epoch 963 | loss: 0.031142 | val_loss: 0.0311638 | Time: 1609.42 ms [2021-01-18 14:54:02 main:574] : INFO : Epoch 964 | loss: 0.0311425 | val_loss: 0.0311658 | Time: 1619.33 ms [2021-01-18 14:54:03 main:574] : INFO : Epoch 965 | loss: 0.0311433 | val_loss: 0.0311628 | Time: 1613.53 ms [2021-01-18 14:54:05 main:574] : INFO : Epoch 966 | loss: 0.0311447 | val_loss: 0.0311732 | Time: 1630.53 ms [2021-01-18 14:54:07 main:574] : INFO : Epoch 967 | loss: 0.031144 | val_loss: 0.0311633 | Time: 1612.64 ms [2021-01-18 14:54:08 main:574] : INFO : Epoch 968 | loss: 0.0311419 | val_loss: 0.0311624 | Time: 1615.74 ms [2021-01-18 14:54:10 main:574] : INFO : Epoch 969 | loss: 0.0311432 | val_loss: 0.0311704 | Time: 1618.25 ms [2021-01-18 14:54:11 main:574] : INFO : Epoch 970 | loss: 0.0311434 | val_loss: 0.0311679 | Time: 1616.78 ms [2021-01-18 14:54:13 main:574] : INFO : Epoch 971 | loss: 0.0311421 | val_loss: 0.0311628 | Time: 1608.03 ms [2021-01-18 14:54:15 main:574] : INFO : Epoch 972 | loss: 0.031141 | val_loss: 0.0311657 | Time: 1586.88 ms [2021-01-18 14:54:16 main:574] : INFO : Epoch 973 | loss: 0.0311413 | val_loss: 0.0311642 | Time: 1613.03 ms [2021-01-18 14:54:18 main:574] : INFO : Epoch 974 | loss: 0.0311419 | val_loss: 0.031168 | Time: 1624.57 ms [2021-01-18 14:54:20 main:574] : INFO : Epoch 975 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1629.09 ms [2021-01-18 14:54:21 main:574] : INFO : Epoch 976 | loss: 0.0311448 | val_loss: 0.031167 | Time: 1616.6 ms [2021-01-18 14:54:23 main:574] : INFO : Epoch 977 | loss: 0.031144 | val_loss: 0.0311653 | Time: 1627.51 ms [2021-01-18 14:54:24 main:574] : INFO : Epoch 978 | loss: 0.0311425 | val_loss: 0.0311647 | Time: 1625.42 ms [2021-01-18 14:54:26 main:574] : INFO : Epoch 979 | loss: 0.0311442 | val_loss: 0.0311627 | Time: 1642.15 ms [2021-01-18 14:54:28 main:574] : INFO : Epoch 980 | loss: 0.0311432 | val_loss: 0.0311678 | Time: 1620.1 ms [2021-01-18 14:54:29 main:574] : INFO : Epoch 981 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 1622.97 ms [2021-01-18 14:54:31 main:574] : INFO : Epoch 982 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 1603.43 ms [2021-01-18 14:54:33 main:574] : INFO : Epoch 983 | loss: 0.0311413 | val_loss: 0.0311653 | Time: 1623.87 ms [2021-01-18 14:54:34 main:574] : INFO : Epoch 984 | loss: 0.0311426 | val_loss: 0.0311653 | Time: 1621.44 ms [2021-01-18 14:54:36 main:574] : INFO : Epoch 985 | loss: 0.0311413 | val_loss: 0.031168 | Time: 1627.67 ms [2021-01-18 14:54:38 main:574] : INFO : Epoch 986 | loss: 0.0311414 | val_loss: 0.0311661 | Time: 1624.33 ms [2021-01-18 14:54:39 main:574] : INFO : Epoch 987 | loss: 0.0311419 | val_loss: 0.0311677 | Time: 1620.1 ms [2021-01-18 14:54:41 main:574] : INFO : Epoch 988 | loss: 0.031141 | val_loss: 0.0311662 | Time: 1619.93 ms [2021-01-18 14:54:42 main:574] : INFO : Epoch 989 | loss: 0.031143 | val_loss: 0.0311678 | Time: 1626 ms [2021-01-18 14:54:44 main:574] : INFO : Epoch 990 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 1600.1 ms [2021-01-18 14:54:46 main:574] : INFO : Epoch 991 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 1621.06 ms [2021-01-18 14:54:48 main:574] : INFO : Epoch 992 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 1827.5 ms [2021-01-18 14:54:49 main:574] : INFO : Epoch 993 | loss: 0.0311447 | val_loss: 0.0311637 | Time: 1616.01 ms [2021-01-18 14:54:51 main:574] : INFO : Epoch 994 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 1675.9 ms [2021-01-18 14:54:53 main:574] : INFO : Epoch 995 | loss: 0.0311457 | val_loss: 0.0311646 | Time: 1778.51 ms [2021-01-18 14:54:54 main:574] : INFO : Epoch 996 | loss: 0.0311441 | val_loss: 0.0311663 | Time: 1787.05 ms [2021-01-18 14:54:56 main:574] : INFO : Epoch 997 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1589.18 ms [2021-01-18 14:54:58 main:574] : INFO : Epoch 998 | loss: 0.031146 | val_loss: 0.0311636 | Time: 1599.31 ms [2021-01-18 14:54:59 main:574] : INFO : Epoch 999 | loss: 0.0311451 | val_loss: 0.0311629 | Time: 1639.51 ms [2021-01-18 14:55:01 main:574] : INFO : Epoch 1000 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 1631.17 ms [2021-01-18 14:55:03 main:574] : INFO : Epoch 1001 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 1614.65 ms [2021-01-18 14:55:04 main:574] : INFO : Epoch 1002 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1603.91 ms [2021-01-18 14:55:06 main:574] : INFO : Epoch 1003 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 1601.84 ms [2021-01-18 14:55:07 main:574] : INFO : Epoch 1004 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1615.54 ms [2021-01-18 14:55:09 main:574] : INFO : Epoch 1005 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 1610.75 ms [2021-01-18 14:55:11 main:574] : INFO : Epoch 1006 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 1587.48 ms [2021-01-18 14:55:12 main:574] : INFO : Epoch 1007 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 1594.43 ms [2021-01-18 14:55:14 main:574] : INFO : Epoch 1008 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 1591.9 ms [2021-01-18 14:55:15 main:574] : INFO : Epoch 1009 | loss: 0.031149 | val_loss: 0.0311664 | Time: 1632.66 ms [2021-01-18 14:55:17 main:574] : INFO : Epoch 1010 | loss: 0.031152 | val_loss: 0.031163 | Time: 1623.01 ms [2021-01-18 14:55:19 main:574] : INFO : Epoch 1011 | loss: 0.031152 | val_loss: 0.0311626 | Time: 1601.94 ms [2021-01-18 14:55:20 main:574] : INFO : Epoch 1012 | loss: 0.0311526 | val_loss: 0.0311621 | Time: 1563.33 ms [2021-01-18 14:55:22 main:574] : INFO : Epoch 1013 | loss: 0.0311516 | val_loss: 0.0311624 | Time: 1598.17 ms [2021-01-18 14:55:24 main:574] : INFO : Epoch 1014 | loss: 0.0311511 | val_loss: 0.0311642 | Time: 1610.43 ms [2021-01-18 14:55:25 main:574] : INFO : Epoch 1015 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 1626.62 ms [2021-01-18 14:55:27 main:574] : INFO : Epoch 1016 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 1594.09 ms [2021-01-18 14:55:28 main:574] : INFO : Epoch 1017 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1607.68 ms [2021-01-18 14:55:30 main:574] : INFO : Epoch 1018 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 1593.33 ms [2021-01-18 14:55:32 main:574] : INFO : Epoch 1019 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 1606.71 ms [2021-01-18 14:55:33 main:574] : INFO : Epoch 1020 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 1599.85 ms [2021-01-18 14:55:35 main:574] : INFO : Epoch 1021 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 1616.05 ms [2021-01-18 14:55:36 main:574] : INFO : Epoch 1022 | loss: 0.0311551 | val_loss: 0.0311674 | Time: 1616.52 ms [2021-01-18 14:55:38 main:574] : INFO : Epoch 1023 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 1589.19 ms [2021-01-18 14:55:40 main:574] : INFO : Epoch 1024 | loss: 0.0311535 | val_loss: 0.0311642 | Time: 1704.92 ms [2021-01-18 14:55:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311642 [2021-01-18 14:55:40 main:603] : INFO : Saving end state to config to file [2021-01-18 14:55:40 main:608] : INFO : Success, exiting.. 14:55:40 (2872): 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)