Task 3267085
| Name | EightBitModified-1605455508-30683-7_0 |
| Workunit | 1540574 |
| Created | 13 Dec 2020, 20:23:09 UTC |
| Sent | 15 Dec 2020, 15:02:15 UTC |
| Report deadline | 22 Dec 2020, 15:02:15 UTC |
| Received | 16 Dec 2020, 6:31:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 26 sec |
| CPU time | 28 min 23 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 510 | loss: 0.0678037 | val_loss: 0.0677981 | Time: 1674.38 ms [2020-12-16 00:16:49 main:581] : INFO : Epoch 511 | loss: 0.0677929 | val_loss: 0.0677911 | Time: 1665.33 ms [2020-12-16 00:16:51 main:581] : INFO : Epoch 512 | loss: 0.0677878 | val_loss: 0.0677762 | Time: 1666.22 ms [2020-12-16 00:16:53 main:581] : INFO : Epoch 513 | loss: 0.0677865 | val_loss: 0.0677805 | Time: 1668.51 ms [2020-12-16 00:16:54 main:581] : INFO : Epoch 514 | loss: 0.0677802 | val_loss: 0.0677752 | Time: 1658.88 ms [2020-12-16 00:16:56 main:581] : INFO : Epoch 515 | loss: 0.0677872 | val_loss: 0.067792 | Time: 1664.2 ms [2020-12-16 00:16:58 main:581] : INFO : Epoch 516 | loss: 0.0677967 | val_loss: 0.0677675 | Time: 1656.54 ms [2020-12-16 00:16:59 main:581] : INFO : Epoch 517 | loss: 0.0677749 | val_loss: 0.0677702 | Time: 1663.13 ms [2020-12-16 00:17:01 main:581] : INFO : Epoch 518 | loss: 0.067778 | val_loss: 0.0677732 | Time: 1676.83 ms [2020-12-16 00:17:03 main:581] : INFO : Epoch 519 | loss: 0.0677822 | val_loss: 0.0677713 | Time: 1663.3 ms [2020-12-16 00:17:04 main:581] : INFO : Epoch 520 | loss: 0.0677804 | val_loss: 0.0677847 | Time: 1671.93 ms [2020-12-16 00:17:06 main:581] : INFO : Epoch 521 | loss: 0.0677751 | val_loss: 0.0677825 | Time: 1666.69 ms [2020-12-16 00:17:08 main:581] : INFO : Epoch 522 | loss: 0.06778 | val_loss: 0.0677677 | Time: 1664.08 ms [2020-12-16 00:17:09 main:581] : INFO : Epoch 523 | loss: 0.0678292 | val_loss: 0.067763 | Time: 1662.42 ms [2020-12-16 00:17:11 main:581] : INFO : Epoch 524 | loss: 0.0677292 | val_loss: 0.0677064 | Time: 1664.44 ms [2020-12-16 00:17:13 main:581] : INFO : Epoch 525 | loss: 0.0677054 | val_loss: 0.0676904 | Time: 1668.84 ms [2020-12-16 00:17:14 main:581] : INFO : Epoch 526 | loss: 0.0677136 | val_loss: 0.0677333 | Time: 1657.19 ms [2020-12-16 00:17:16 main:581] : INFO : Epoch 527 | loss: 0.0677058 | val_loss: 0.0676807 | Time: 1666.58 ms [2020-12-16 00:17:18 main:581] : INFO : Epoch 528 | loss: 0.0676817 | val_loss: 0.0676805 | Time: 1663.92 ms [2020-12-16 00:17:19 main:581] : INFO : Epoch 529 | loss: 0.0677437 | val_loss: 0.0677376 | Time: 1663.14 ms [2020-12-16 00:17:21 main:581] : INFO : Epoch 530 | loss: 0.0677193 | val_loss: 0.0676929 | Time: 1660.98 ms [2020-12-16 00:17:23 main:581] : INFO : Epoch 531 | loss: 0.0676952 | val_loss: 0.0676866 | Time: 1664.86 ms [2020-12-16 00:17:24 main:581] : INFO : Epoch 532 | loss: 0.0676895 | val_loss: 0.0676701 | Time: 1661.94 ms [2020-12-16 00:17:26 main:581] : INFO : Epoch 533 | loss: 0.0677108 | val_loss: 0.0676986 | Time: 1666.86 ms [2020-12-16 00:17:28 main:581] : INFO : Epoch 534 | loss: 0.067682 | val_loss: 0.0676731 | Time: 1663.4 ms [2020-12-16 00:17:29 main:581] : INFO : Epoch 535 | loss: 0.0676698 | val_loss: 0.0676754 | Time: 1661.56 ms [2020-12-16 00:17:31 main:581] : INFO : Epoch 536 | loss: 0.0677256 | val_loss: 0.0677276 | Time: 1661.42 ms [2020-12-16 00:17:33 main:581] : INFO : Epoch 537 | loss: 0.0677192 | val_loss: 0.0676932 | Time: 1661.09 ms [2020-12-16 00:17:34 main:581] : INFO : Epoch 538 | loss: 0.0676971 | val_loss: 0.0677034 | Time: 1670.28 ms [2020-12-16 00:17:36 main:581] : INFO : Epoch 539 | loss: 0.0679336 | val_loss: 0.0680142 | Time: 1666.07 ms [2020-12-16 00:17:38 main:581] : INFO : Epoch 540 | loss: 0.0678989 | val_loss: 0.067806 | Time: 1659.27 ms [2020-12-16 00:17:39 main:581] : INFO : Epoch 541 | loss: 0.0677652 | val_loss: 0.0677319 | Time: 1660.25 ms [2020-12-16 00:17:41 main:581] : INFO : Epoch 542 | loss: 0.0677241 | val_loss: 0.0677105 | Time: 1665.06 ms [2020-12-16 00:17:43 main:581] : INFO : Epoch 543 | loss: 0.067714 | val_loss: 0.0677096 | Time: 1670.38 ms [2020-12-16 00:17:44 main:581] : INFO : Epoch 544 | loss: 0.0677073 | val_loss: 0.0676881 | Time: 1669.99 ms [2020-12-16 00:17:46 main:581] : INFO : Epoch 545 | loss: 0.0677007 | val_loss: 0.0676825 | Time: 1666.53 ms [2020-12-16 00:17:48 main:581] : INFO : Epoch 546 | loss: 0.0676899 | val_loss: 0.0676997 | Time: 1654.5 ms [2020-12-16 00:17:49 main:581] : INFO : Epoch 547 | loss: 0.0677035 | val_loss: 0.0676901 | Time: 1662.67 ms [2020-12-16 00:17:51 main:581] : INFO : Epoch 548 | loss: 0.0677865 | val_loss: 0.0678412 | Time: 1662.55 ms [2020-12-16 00:17:53 main:581] : INFO : Epoch 549 | loss: 0.0677309 | val_loss: 0.0677021 | Time: 1665.42 ms [2020-12-16 00:17:54 main:581] : INFO : Epoch 550 | loss: 0.067686 | val_loss: 0.067669 | Time: 1674.06 ms [2020-12-16 00:17:56 main:581] : INFO : Epoch 551 | loss: 0.0676726 | val_loss: 0.0676665 | Time: 1665.03 ms [2020-12-16 00:17:58 main:581] : INFO : Epoch 552 | loss: 0.0676608 | val_loss: 0.0676591 | Time: 1667.32 ms [2020-12-16 00:17:59 main:581] : INFO : Epoch 553 | loss: 0.0676667 | val_loss: 0.0676621 | Time: 1661.18 ms [2020-12-16 00:18:01 main:581] : INFO : Epoch 554 | loss: 0.0676656 | val_loss: 0.0676716 | Time: 1681.17 ms [2020-12-16 00:18:03 main:581] : INFO : Epoch 555 | loss: 0.0676734 | val_loss: 0.0676571 | Time: 1655.41 ms [2020-12-16 00:18:04 main:581] : INFO : Epoch 556 | loss: 0.0676648 | val_loss: 0.0676805 | Time: 1665.41 ms [2020-12-16 00:18:06 main:581] : INFO : Epoch 557 | loss: 0.0676896 | val_loss: 0.067669 | Time: 1659.23 ms [2020-12-16 00:18:08 main:581] : INFO : Epoch 558 | loss: 0.0676769 | val_loss: 0.0676797 | Time: 1654.39 ms [2020-12-16 00:18:09 main:581] : INFO : Epoch 559 | loss: 0.0676761 | val_loss: 0.0676628 | Time: 1668.41 ms [2020-12-16 00:18:11 main:581] : INFO : Epoch 560 | loss: 0.0676777 | val_loss: 0.0676611 | Time: 1660.84 ms [2020-12-16 00:18:13 main:581] : INFO : Epoch 561 | loss: 0.0676756 | val_loss: 0.0676667 | Time: 1661.38 ms [2020-12-16 00:18:14 main:581] : INFO : Epoch 562 | loss: 0.0676585 | val_loss: 0.0676533 | Time: 1671.48 ms [2020-12-16 00:18:16 main:581] : INFO : Epoch 563 | loss: 0.0676711 | val_loss: 0.067656 | Time: 1665.38 ms [2020-12-16 00:18:18 main:581] : INFO : Epoch 564 | loss: 0.0676766 | val_loss: 0.0676557 | Time: 1666.24 ms [2020-12-16 00:18:19 main:581] : INFO : Epoch 565 | loss: 0.0676629 | val_loss: 0.0676686 | Time: 1660.5 ms [2020-12-16 00:18:21 main:581] : INFO : Epoch 566 | loss: 0.06767 | val_loss: 0.0676901 | Time: 1655.28 ms [2020-12-16 00:18:23 main:581] : INFO : Epoch 567 | loss: 0.0677115 | val_loss: 0.0676783 | Time: 1665.07 ms [2020-12-16 00:18:24 main:581] : INFO : Epoch 568 | loss: 0.0676624 | val_loss: 0.0676461 | Time: 1661.35 ms [2020-12-16 00:18:26 main:581] : INFO : Epoch 569 | loss: 0.0676526 | val_loss: 0.0676463 | Time: 1662.85 ms [2020-12-16 00:18:28 main:581] : INFO : Epoch 570 | loss: 0.0676718 | val_loss: 0.0676715 | Time: 1660.4 ms [2020-12-16 00:18:29 main:581] : INFO : Epoch 571 | loss: 0.0676844 | val_loss: 0.067664 | Time: 1664 ms [2020-12-16 00:18:31 main:581] : INFO : Epoch 572 | loss: 0.0676725 | val_loss: 0.0676712 | Time: 1665.47 ms [2020-12-16 00:18:33 main:581] : INFO : Epoch 573 | loss: 0.0676628 | val_loss: 0.0676603 | Time: 1653.76 ms [2020-12-16 00:18:34 main:581] : INFO : Epoch 574 | loss: 0.0676701 | val_loss: 0.0676622 | Time: 1663.08 ms [2020-12-16 00:18:36 main:581] : INFO : Epoch 575 | loss: 0.0676596 | val_loss: 0.0676492 | Time: 1654.29 ms [2020-12-16 00:18:38 main:581] : INFO : Epoch 576 | loss: 0.0677202 | val_loss: 0.067893 | Time: 1661.14 ms [2020-12-16 00:18:39 main:581] : INFO : Epoch 577 | loss: 0.0677157 | val_loss: 0.0676565 | Time: 1652.88 ms [2020-12-16 00:18:41 main:581] : INFO : Epoch 578 | loss: 0.0676651 | val_loss: 0.0676532 | Time: 1656.77 ms [2020-12-16 00:18:42 main:581] : INFO : Epoch 579 | loss: 0.067657 | val_loss: 0.067656 | Time: 1655.47 ms [2020-12-16 00:18:44 main:581] : INFO : Epoch 580 | loss: 0.0676536 | val_loss: 0.0676596 | Time: 1663.29 ms [2020-12-16 00:18:46 main:581] : INFO : Epoch 581 | loss: 0.0676577 | val_loss: 0.0676495 | Time: 1668.15 ms [2020-12-16 00:18:47 main:581] : INFO : Epoch 582 | loss: 0.067657 | val_loss: 0.0676636 | Time: 1673.15 ms [2020-12-16 00:18:49 main:581] : INFO : Epoch 583 | loss: 0.0676628 | val_loss: 0.0676596 | Time: 1653.24 ms [2020-12-16 00:18:51 main:581] : INFO : Epoch 584 | loss: 0.0676632 | val_loss: 0.0676468 | Time: 1661.59 ms [2020-12-16 00:18:52 main:581] : INFO : Epoch 585 | loss: 0.0676527 | val_loss: 0.0676505 | Time: 1677.09 ms [2020-12-16 00:18:54 main:581] : INFO : Epoch 586 | loss: 0.0676637 | val_loss: 0.0676511 | Time: 1681.06 ms [2020-12-16 00:18:56 main:581] : INFO : Epoch 587 | loss: 0.0676577 | val_loss: 0.0676565 | Time: 1668.75 ms [2020-12-16 00:18:57 main:581] : INFO : Epoch 588 | loss: 0.0676946 | val_loss: 0.0677326 | Time: 1647.53 ms [2020-12-16 00:18:59 main:581] : INFO : Epoch 589 | loss: 0.0676761 | val_loss: 0.067668 | Time: 1635.96 ms [2020-12-16 00:19:01 main:581] : INFO : Epoch 590 | loss: 0.0676577 | val_loss: 0.0676565 | Time: 1650.44 ms [2020-12-16 00:19:02 main:581] : INFO : Epoch 591 | loss: 0.0676512 | val_loss: 0.0676425 | Time: 1635.75 ms [2020-12-16 00:19:04 main:581] : INFO : Epoch 592 | loss: 0.0676508 | val_loss: 0.0676463 | Time: 1660.33 ms [2020-12-16 00:19:06 main:581] : INFO : Epoch 593 | loss: 0.0676704 | val_loss: 0.0676449 | Time: 1664.41 ms [2020-12-16 00:19:07 main:581] : INFO : Epoch 594 | loss: 0.0676598 | val_loss: 0.0676757 | Time: 1687.23 ms [2020-12-16 00:19:09 main:581] : INFO : Epoch 595 | loss: 0.0676584 | val_loss: 0.0676423 | Time: 1686.87 ms [2020-12-16 00:19:11 main:581] : INFO : Epoch 596 | loss: 0.0676625 | val_loss: 0.0677095 | Time: 1687.31 ms [2020-12-16 00:19:12 main:581] : INFO : Epoch 597 | loss: 0.0676722 | val_loss: 0.0676457 | Time: 1685.68 ms [2020-12-16 00:19:14 main:581] : INFO : Epoch 598 | loss: 0.0676493 | val_loss: 0.0676422 | Time: 1687.15 ms [2020-12-16 00:19:16 main:581] : INFO : Epoch 599 | loss: 0.0676543 | val_loss: 0.0676524 | Time: 1692.68 ms [2020-12-16 00:19:18 main:581] : INFO : Epoch 600 | loss: 0.0676574 | val_loss: 0.0676582 | Time: 1691.26 ms [2020-12-16 00:19:19 main:581] : INFO : Epoch 601 | loss: 0.0676514 | val_loss: 0.0676451 | Time: 1691 ms [2020-12-16 00:19:21 main:581] : INFO : Epoch 602 | loss: 0.0676478 | val_loss: 0.0676465 | Time: 1684.81 ms [2020-12-16 00:19:23 main:581] : INFO : Epoch 603 | loss: 0.0676452 | val_loss: 0.06765 | Time: 1686.27 ms [2020-12-16 00:19:24 main:581] : INFO : Epoch 604 | loss: 0.0676656 | val_loss: 0.0676459 | Time: 1685.56 ms [2020-12-16 00:19:26 main:581] : INFO : Epoch 605 | loss: 0.0676427 | val_loss: 0.0676321 | Time: 1696.65 ms [2020-12-16 00:19:28 main:581] : INFO : Epoch 606 | loss: 0.0676468 | val_loss: 0.0676562 | Time: 1687.19 ms [2020-12-16 00:19:29 main:581] : INFO : Epoch 607 | loss: 0.0677213 | val_loss: 0.0676479 | Time: 1683.94 ms [2020-12-16 00:19:31 main:581] : INFO : Epoch 608 | loss: 0.0676608 | val_loss: 0.0676378 | Time: 1689.42 ms [2020-12-16 00:19:33 main:581] : INFO : Epoch 609 | loss: 0.0676457 | val_loss: 0.0676444 | Time: 1686.82 ms [2020-12-16 00:19:34 main:581] : INFO : Epoch 610 | loss: 0.0676487 | val_loss: 0.0676464 | Time: 1681.93 ms [2020-12-16 00:19:36 main:581] : INFO : Epoch 611 | loss: 0.0676456 | val_loss: 0.0676402 | Time: 1685.41 ms [2020-12-16 00:19:38 main:581] : INFO : Epoch 612 | loss: 0.0676405 | val_loss: 0.0676332 | Time: 1686 ms [2020-12-16 00:19:39 main:581] : INFO : Epoch 613 | loss: 0.0676472 | val_loss: 0.0676353 | Time: 1684.38 ms [2020-12-16 00:19:41 main:581] : INFO : Epoch 614 | loss: 0.0676506 | val_loss: 0.0676398 | Time: 1682.27 ms [2020-12-16 00:19:43 main:581] : INFO : Epoch 615 | loss: 0.0676427 | val_loss: 0.0676437 | Time: 1690.55 ms [2020-12-16 00:19:45 main:581] : INFO : Epoch 616 | loss: 0.0676442 | val_loss: 0.0677133 | Time: 1684.47 ms [2020-12-16 00:19:46 main:581] : INFO : Epoch 617 | loss: 0.0677206 | val_loss: 0.0676868 | Time: 1683.24 ms [2020-12-16 00:19:48 main:581] : INFO : Epoch 618 | loss: 0.0676703 | val_loss: 0.067655 | Time: 1687.46 ms [2020-12-16 00:19:50 main:581] : INFO : Epoch 619 | loss: 0.0676686 | val_loss: 0.0676871 | Time: 1687.88 ms [2020-12-16 00:19:51 main:581] : INFO : Epoch 620 | loss: 0.0676659 | val_loss: 0.0676636 | Time: 1681.93 ms [2020-12-16 00:19:53 main:581] : INFO : Epoch 621 | loss: 0.0676535 | val_loss: 0.0676477 | Time: 1674.4 ms [2020-12-16 00:19:55 main:581] : INFO : Epoch 622 | loss: 0.0676556 | val_loss: 0.0676412 | Time: 1673.86 ms [2020-12-16 00:19:56 main:581] : INFO : Epoch 623 | loss: 0.0676529 | val_loss: 0.0676448 | Time: 1675.11 ms [2020-12-16 00:19:58 main:581] : INFO : Epoch 624 | loss: 0.0676597 | val_loss: 0.0676614 | Time: 1672.55 ms [2020-12-16 00:20:00 main:581] : INFO : Epoch 625 | loss: 0.0676546 | val_loss: 0.0676449 | Time: 1674.83 ms [2020-12-16 00:20:01 main:581] : INFO : Epoch 626 | loss: 0.0676798 | val_loss: 0.0676439 | Time: 1680.42 ms [2020-12-16 00:20:03 main:581] : INFO : Epoch 627 | loss: 0.0676641 | val_loss: 0.0676621 | Time: 1670.78 ms [2020-12-16 00:20:05 main:581] : INFO : Epoch 628 | loss: 0.0676538 | val_loss: 0.0676441 | Time: 1670.54 ms [2020-12-16 00:20:06 main:581] : INFO : Epoch 629 | loss: 0.0676446 | val_loss: 0.0676364 | Time: 1677.36 ms [2020-12-16 00:20:08 main:581] : INFO : Epoch 630 | loss: 0.0676468 | val_loss: 0.0676392 | Time: 1671.09 ms [2020-12-16 00:20:10 main:581] : INFO : Epoch 631 | loss: 0.0676444 | val_loss: 0.0676354 | Time: 1680.82 ms [2020-12-16 00:20:11 main:581] : INFO : Epoch 632 | loss: 0.0676518 | val_loss: 0.0676655 | Time: 1678.79 ms [2020-12-16 00:20:13 main:581] : INFO : Epoch 633 | loss: 0.0676624 | val_loss: 0.0676579 | Time: 1661.38 ms [2020-12-16 00:20:15 main:581] : INFO : Epoch 634 | loss: 0.0676873 | val_loss: 0.0676442 | Time: 1663.87 ms [2020-12-16 00:20:16 main:581] : INFO : Epoch 635 | loss: 0.0676545 | val_loss: 0.0676406 | Time: 1667.42 ms [2020-12-16 00:20:18 main:581] : INFO : Epoch 636 | loss: 0.0676405 | val_loss: 0.0676418 | Time: 1643.18 ms [2020-12-16 00:20:20 main:581] : INFO : Epoch 637 | loss: 0.0676407 | val_loss: 0.067626 | Time: 1642.24 ms [2020-12-16 00:20:21 main:581] : INFO : Epoch 638 | loss: 0.0676461 | val_loss: 0.0676545 | Time: 1652.54 ms [2020-12-16 00:20:23 main:581] : INFO : Epoch 639 | loss: 0.0676562 | val_loss: 0.0676471 | Time: 1654.94 ms [2020-12-16 00:20:25 main:581] : INFO : Epoch 640 | loss: 0.0676451 | val_loss: 0.0676168 | Time: 1670.34 ms [2020-12-16 00:20:26 main:581] : INFO : Epoch 641 | loss: 0.0676409 | val_loss: 0.0676375 | Time: 1657.93 ms [2020-12-16 00:20:28 main:581] : INFO : Epoch 642 | loss: 0.0676367 | val_loss: 0.067624 | Time: 1658.64 ms [2020-12-16 00:20:30 main:581] : INFO : Epoch 643 | loss: 0.0676794 | val_loss: 0.0676684 | Time: 1668.28 ms [2020-12-16 00:20:31 main:581] : INFO : Epoch 644 | loss: 0.067657 | val_loss: 0.0676244 | Time: 1648.93 ms [2020-12-16 00:20:33 main:581] : INFO : Epoch 645 | loss: 0.067629 | val_loss: 0.0676349 | Time: 1648.92 ms [2020-12-16 00:20:35 main:581] : INFO : Epoch 646 | loss: 0.0676356 | val_loss: 0.0676212 | Time: 1667.92 ms [2020-12-16 00:20:36 main:581] : INFO : Epoch 647 | loss: 0.0676308 | val_loss: 0.0676265 | Time: 1662.11 ms [2020-12-16 00:20:38 main:581] : INFO : Epoch 648 | loss: 0.0676415 | val_loss: 0.0676666 | Time: 1664.44 ms [2020-12-16 00:20:40 main:581] : INFO : Epoch 649 | loss: 0.0676466 | val_loss: 0.0676893 | Time: 1661.43 ms [2020-12-16 00:20:41 main:581] : INFO : Epoch 650 | loss: 0.0676464 | val_loss: 0.0676229 | Time: 1666.73 ms [2020-12-16 00:20:43 main:581] : INFO : Epoch 651 | loss: 0.0676355 | val_loss: 0.0676384 | Time: 1661.44 ms [2020-12-16 00:20:45 main:581] : INFO : Epoch 652 | loss: 0.0676387 | val_loss: 0.0676585 | Time: 1661.14 ms [2020-12-16 00:20:46 main:581] : INFO : Epoch 653 | loss: 0.0676487 | val_loss: 0.067616 | Time: 1661.28 ms [2020-12-16 00:20:48 main:581] : INFO : Epoch 654 | loss: 0.0676228 | val_loss: 0.0676222 | Time: 1666.56 ms [2020-12-16 00:20:50 main:581] : INFO : Epoch 655 | loss: 0.0676691 | val_loss: 0.0676542 | Time: 1666.38 ms [2020-12-16 00:20:51 main:581] : INFO : Epoch 656 | loss: 0.0676385 | val_loss: 0.0676368 | Time: 1662.4 ms [2020-12-16 00:20:53 main:581] : INFO : Epoch 657 | loss: 0.0676312 | val_loss: 0.0676208 | Time: 1662.86 ms [2020-12-16 00:20:55 main:581] : INFO : Epoch 658 | loss: 0.0676293 | val_loss: 0.0676179 | Time: 1661.89 ms [2020-12-16 00:20:56 main:581] : INFO : Epoch 659 | loss: 0.0676454 | val_loss: 0.0676391 | Time: 1665.87 ms [2020-12-16 00:20:58 main:581] : INFO : Epoch 660 | loss: 0.0676307 | val_loss: 0.0676273 | Time: 1669.66 ms [2020-12-16 00:21:00 main:581] : INFO : Epoch 661 | loss: 0.0676305 | val_loss: 0.06769 | Time: 1666.92 ms [2020-12-16 00:21:01 main:581] : INFO : Epoch 662 | loss: 0.0676776 | val_loss: 0.0676169 | Time: 1659.59 ms [2020-12-16 00:21:03 main:581] : INFO : Epoch 663 | loss: 0.0676262 | val_loss: 0.0676207 | Time: 1665.86 ms [2020-12-16 00:21:05 main:581] : INFO : Epoch 664 | loss: 0.0676188 | val_loss: 0.0676174 | Time: 1667.8 ms [2020-12-16 00:21:06 main:581] : INFO : Epoch 665 | loss: 0.0676184 | val_loss: 0.0676271 | Time: 1667.09 ms [2020-12-16 00:21:08 main:581] : INFO : Epoch 666 | loss: 0.0676568 | val_loss: 0.0676449 | Time: 1661.84 ms [2020-12-16 00:21:10 main:581] : INFO : Epoch 667 | loss: 0.067637 | val_loss: 0.0676435 | Time: 1662.11 ms [2020-12-16 00:21:11 main:581] : INFO : Epoch 668 | loss: 0.0676335 | val_loss: 0.0676147 | Time: 1660.52 ms [2020-12-16 00:21:13 main:581] : INFO : Epoch 669 | loss: 0.0676292 | val_loss: 0.0676533 | Time: 1666.38 ms [2020-12-16 00:21:15 main:581] : INFO : Epoch 670 | loss: 0.0676594 | val_loss: 0.0676526 | Time: 1663.07 ms [2020-12-16 00:21:16 main:581] : INFO : Epoch 671 | loss: 0.0676301 | val_loss: 0.0676217 | Time: 1671.49 ms [2020-12-16 00:21:18 main:581] : INFO : Epoch 672 | loss: 0.0676172 | val_loss: 0.0676223 | Time: 1660.29 ms [2020-12-16 00:21:20 main:581] : INFO : Epoch 673 | loss: 0.0676213 | val_loss: 0.0676601 | Time: 1663.5 ms [2020-12-16 00:21:21 main:581] : INFO : Epoch 674 | loss: 0.0677422 | val_loss: 0.067699 | Time: 1666.26 ms [2020-12-16 00:21:23 main:581] : INFO : Epoch 675 | loss: 0.0676613 | val_loss: 0.067657 | Time: 1662.44 ms [2020-12-16 00:21:25 main:581] : INFO : Epoch 676 | loss: 0.0676559 | val_loss: 0.0676643 | Time: 1675.77 ms [2020-12-16 00:21:26 main:581] : INFO : Epoch 677 | loss: 0.0676379 | val_loss: 0.0676313 | Time: 1664.35 ms [2020-12-16 00:21:28 main:581] : INFO : Epoch 678 | loss: 0.0676507 | val_loss: 0.0676227 | Time: 1668.3 ms [2020-12-16 00:21:30 main:581] : INFO : Epoch 679 | loss: 0.0676231 | val_loss: 0.0676121 | Time: 1660.58 ms [2020-12-16 00:21:31 main:581] : INFO : Epoch 680 | loss: 0.0676179 | val_loss: 0.0676037 | Time: 1663.89 ms [2020-12-16 00:21:33 main:581] : INFO : Epoch 681 | loss: 0.0676153 | val_loss: 0.067611 | Time: 1668.13 ms [2020-12-16 00:21:35 main:581] : INFO : Epoch 682 | loss: 0.0676283 | val_loss: 0.0676313 | Time: 1659.37 ms [2020-12-16 00:21:36 main:581] : INFO : Epoch 683 | loss: 0.0676374 | val_loss: 0.0676206 | Time: 1663.46 ms [2020-12-16 00:21:38 main:581] : INFO : Epoch 684 | loss: 0.0676374 | val_loss: 0.0676212 | Time: 1663.12 ms [2020-12-16 00:21:40 main:581] : INFO : Epoch 685 | loss: 0.067625 | val_loss: 0.0676072 | Time: 1664.43 ms [2020-12-16 00:21:41 main:581] : INFO : Epoch 686 | loss: 0.067615 | val_loss: 0.0676057 | Time: 1668.64 ms [2020-12-16 00:21:43 main:581] : INFO : Epoch 687 | loss: 0.0676824 | val_loss: 0.0676595 | Time: 1658.51 ms [2020-12-16 00:21:45 main:581] : INFO : Epoch 688 | loss: 0.0676488 | val_loss: 0.0676131 | Time: 1665.16 ms [2020-12-16 00:21:46 main:581] : INFO : Epoch 689 | loss: 0.0676191 | val_loss: 0.0676131 | Time: 1662.44 ms [2020-12-16 00:21:48 main:581] : INFO : Epoch 690 | loss: 0.0676115 | val_loss: 0.0676106 | Time: 1672.07 ms [2020-12-16 00:21:50 main:581] : INFO : Epoch 691 | loss: 0.0676196 | val_loss: 0.0676113 | Time: 1667.27 ms [2020-12-16 00:21:51 main:581] : INFO : Epoch 692 | loss: 0.0676283 | val_loss: 0.0676142 | Time: 1673.26 ms [2020-12-16 00:21:53 main:581] : INFO : Epoch 693 | loss: 0.0676365 | val_loss: 0.0676198 | Time: 1666.22 ms [2020-12-16 00:21:55 main:581] : INFO : Epoch 694 | loss: 0.0676163 | val_loss: 0.0676074 | Time: 1664.65 ms [2020-12-16 00:21:56 main:581] : INFO : Epoch 695 | loss: 0.0676253 | val_loss: 0.067701 | Time: 1666.16 ms [2020-12-16 00:21:58 main:581] : INFO : Epoch 696 | loss: 0.0676544 | val_loss: 0.0676212 | Time: 1664.05 ms [2020-12-16 00:21:59 main:581] : INFO : Epoch 697 | loss: 0.0676179 | val_loss: 0.0676021 | Time: 1657.69 ms [2020-12-16 00:22:01 main:581] : INFO : Epoch 698 | loss: 0.0676199 | val_loss: 0.0676204 | Time: 1663.9 ms [2020-12-16 00:22:03 main:581] : INFO : Epoch 699 | loss: 0.0676545 | val_loss: 0.0676254 | Time: 1662.51 ms [2020-12-16 00:22:04 main:581] : INFO : Epoch 700 | loss: 0.0676252 | val_loss: 0.0676119 | Time: 1664.02 ms [2020-12-16 00:22:06 main:581] : INFO : Epoch 701 | loss: 0.0676441 | val_loss: 0.0676518 | Time: 1669.61 ms [2020-12-16 00:22:08 main:581] : INFO : Epoch 702 | loss: 0.0676424 | val_loss: 0.0676181 | Time: 1670.8 ms [2020-12-16 00:22:09 main:581] : INFO : Epoch 703 | loss: 0.0676212 | val_loss: 0.0676216 | Time: 1671.12 ms [2020-12-16 00:22:11 main:581] : INFO : Epoch 704 | loss: 0.0676132 | val_loss: 0.0676246 | Time: 1666.22 ms [2020-12-16 00:22:13 main:581] : INFO : Epoch 705 | loss: 0.0676742 | val_loss: 0.0676666 | Time: 1664.74 ms [2020-12-16 00:22:14 main:581] : INFO : Epoch 706 | loss: 0.0676301 | val_loss: 0.0676239 | Time: 1654.57 ms [2020-12-16 00:22:16 main:581] : INFO : Epoch 707 | loss: 0.0676327 | val_loss: 0.0676212 | Time: 1659.06 ms [2020-12-16 00:22:18 main:581] : INFO : Epoch 708 | loss: 0.0676148 | val_loss: 0.0676162 | Time: 1662.23 ms [2020-12-16 00:22:19 main:581] : INFO : Epoch 709 | loss: 0.0676105 | val_loss: 0.0676335 | Time: 1668.85 ms [2020-12-16 00:22:21 main:581] : INFO : Epoch 710 | loss: 0.0676366 | val_loss: 0.0676323 | Time: 1656.78 ms [2020-12-16 00:22:23 main:581] : INFO : Epoch 711 | loss: 0.0676319 | val_loss: 0.0676431 | Time: 1663.24 ms [2020-12-16 00:22:24 main:581] : INFO : Epoch 712 | loss: 0.067642 | val_loss: 0.0676065 | Time: 1660.65 ms [2020-12-16 00:22:26 main:581] : INFO : Epoch 713 | loss: 0.0676117 | val_loss: 0.0676189 | Time: 1668.62 ms [2020-12-16 00:22:28 main:581] : INFO : Epoch 714 | loss: 0.0676199 | val_loss: 0.0676076 | Time: 1668.21 ms [2020-12-16 00:22:29 main:581] : INFO : Epoch 715 | loss: 0.0676268 | val_loss: 0.0675968 | Time: 1668.81 ms [2020-12-16 00:22:31 main:581] : INFO : Epoch 716 | loss: 0.0676179 | val_loss: 0.0676014 | Time: 1667.49 ms [2020-12-16 00:22:33 main:581] : INFO : Epoch 717 | loss: 0.0676146 | val_loss: 0.0676027 | Time: 1664.62 ms [2020-12-16 00:22:34 main:581] : INFO : Epoch 718 | loss: 0.0676173 | val_loss: 0.0676401 | Time: 1658.4 ms [2020-12-16 00:22:36 main:581] : INFO : Epoch 719 | loss: 0.0676455 | val_loss: 0.0676239 | Time: 1657.38 ms [2020-12-16 00:22:38 main:581] : INFO : Epoch 720 | loss: 0.0676178 | val_loss: 0.0676025 | Time: 1657.39 ms [2020-12-16 00:22:39 main:581] : INFO : Epoch 721 | loss: 0.0676111 | val_loss: 0.0676093 | Time: 1662.85 ms [2020-12-16 00:22:41 main:581] : INFO : Epoch 722 | loss: 0.0676331 | val_loss: 0.0676387 | Time: 1664.11 ms [2020-12-16 00:22:43 main:581] : INFO : Epoch 723 | loss: 0.0676295 | val_loss: 0.0676314 | Time: 1676.02 ms [2020-12-16 00:22:44 main:581] : INFO : Epoch 724 | loss: 0.0676123 | val_loss: 0.0675919 | Time: 1591.81 ms [2020-12-16 00:22:46 main:581] : INFO : Epoch 725 | loss: 0.0676218 | val_loss: 0.0677255 | Time: 1670.89 ms [2020-12-16 00:22:48 main:581] : INFO : Epoch 726 | loss: 0.0677557 | val_loss: 0.0676757 | Time: 1658.9 ms [2020-12-16 00:22:49 main:581] : INFO : Epoch 727 | loss: 0.0676558 | val_loss: 0.0676341 | Time: 1655.65 ms [2020-12-16 00:22:51 main:581] : INFO : Epoch 728 | loss: 0.0676325 | val_loss: 0.0676214 | Time: 1658.94 ms [2020-12-16 00:22:53 main:581] : INFO : Epoch 729 | loss: 0.0676238 | val_loss: 0.0676308 | Time: 1655.37 ms [2020-12-16 00:22:54 main:581] : INFO : Epoch 730 | loss: 0.0676153 | val_loss: 0.0675999 | Time: 1651.77 ms [2020-12-16 00:22:56 main:581] : INFO : Epoch 731 | loss: 0.0676081 | val_loss: 0.0676083 | Time: 1652.83 ms [2020-12-16 00:22:58 main:581] : INFO : Epoch 732 | loss: 0.0676058 | val_loss: 0.0675964 | Time: 1663.29 ms [2020-12-16 00:22:59 main:581] : INFO : Epoch 733 | loss: 0.0676328 | val_loss: 0.0675977 | Time: 1642.91 ms [2020-12-16 00:23:01 main:581] : INFO : Epoch 734 | loss: 0.0676186 | val_loss: 0.0676062 | Time: 1701.56 ms [2020-12-16 00:23:03 main:581] : INFO : Epoch 735 | loss: 0.067609 | val_loss: 0.0675848 | Time: 1679.45 ms [2020-12-16 00:23:04 main:581] : INFO : Epoch 736 | loss: 0.0676291 | val_loss: 0.0677519 | Time: 1669.07 ms [2020-12-16 00:23:06 main:581] : INFO : Epoch 737 | loss: 0.0676502 | val_loss: 0.0676179 | Time: 1659.5 ms [2020-12-16 00:23:08 main:581] : INFO : Epoch 738 | loss: 0.0676191 | val_loss: 0.0676051 | Time: 1660.55 ms [2020-12-16 00:23:09 main:581] : INFO : Epoch 739 | loss: 0.0676162 | val_loss: 0.0676714 | Time: 1665.13 ms [2020-12-16 00:23:11 main:581] : INFO : Epoch 740 | loss: 0.0676365 | val_loss: 0.0676306 | Time: 1658.18 ms [2020-12-16 00:23:13 main:581] : INFO : Epoch 741 | loss: 0.0676157 | val_loss: 0.0675973 | Time: 1680.7 ms [2020-12-16 00:23:14 main:581] : INFO : Epoch 742 | loss: 0.0676066 | val_loss: 0.0676081 | Time: 1672.54 ms [2020-12-16 00:23:16 main:581] : INFO : Epoch 743 | loss: 0.0676321 | val_loss: 0.0676636 | Time: 1668.43 ms [2020-12-16 00:23:18 main:581] : INFO : Epoch 744 | loss: 0.0676276 | val_loss: 0.0676072 | Time: 1666.43 ms [2020-12-16 00:23:19 main:581] : INFO : Epoch 745 | loss: 0.0676066 | val_loss: 0.0675979 | Time: 1663.91 ms [2020-12-16 00:23:21 main:581] : INFO : Epoch 746 | loss: 0.0676112 | val_loss: 0.067611 | Time: 1669.11 ms [2020-12-16 00:23:23 main:581] : INFO : Epoch 747 | loss: 0.0676061 | val_loss: 0.0676133 | Time: 1661.56 ms [2020-12-16 00:23:24 main:581] : INFO : Epoch 748 | loss: 0.0676747 | val_loss: 0.0676922 | Time: 1664.59 ms [2020-12-16 00:23:26 main:581] : INFO : Epoch 749 | loss: 0.0676447 | val_loss: 0.0676068 | Time: 1665.17 ms [2020-12-16 00:23:28 main:581] : INFO : Epoch 750 | loss: 0.0695996 | val_loss: 0.0830413 | Time: 1668.19 ms [2020-12-16 00:23:29 main:581] : INFO : Epoch 751 | loss: 0.0760384 | val_loss: 0.0721954 | Time: 1664.84 ms [2020-12-16 00:23:31 main:581] : INFO : Epoch 752 | loss: 0.0767447 | val_loss: 0.0732355 | Time: 1667.56 ms [2020-12-16 00:23:33 main:581] : INFO : Epoch 753 | loss: 0.0731036 | val_loss: 0.0729145 | Time: 1683.25 ms [2020-12-16 00:23:34 main:581] : INFO : Epoch 754 | loss: 0.0728547 | val_loss: 0.0725627 | Time: 1673.83 ms [2020-12-16 00:23:36 main:581] : INFO : Epoch 755 | loss: 0.0726581 | val_loss: 0.0724394 | Time: 1675.99 ms [2020-12-16 00:23:38 main:581] : INFO : Epoch 756 | loss: 0.0724215 | val_loss: 0.0721518 | Time: 1676.23 ms [2020-12-16 00:23:39 main:581] : INFO : Epoch 757 | loss: 0.0723277 | val_loss: 0.0721261 | Time: 1672.77 ms [2020-12-16 00:23:41 main:581] : INFO : Epoch 758 | loss: 0.072306 | val_loss: 0.0721051 | Time: 1676.64 ms [2020-12-16 00:23:43 main:581] : INFO : Epoch 759 | loss: 0.0722731 | val_loss: 0.0720884 | Time: 1679.16 ms [2020-12-16 00:23:44 main:581] : INFO : Epoch 760 | loss: 0.0722662 | val_loss: 0.0720791 | Time: 1680.26 ms [2020-12-16 00:23:46 main:581] : INFO : Epoch 761 | loss: 0.0722727 | val_loss: 0.0720575 | Time: 1680.93 ms [2020-12-16 00:23:48 main:581] : INFO : Epoch 762 | loss: 0.0722564 | val_loss: 0.0720583 | Time: 1682.96 ms [2020-12-16 00:23:49 main:581] : INFO : Epoch 763 | loss: 0.0722394 | val_loss: 0.0720395 | Time: 1679.14 ms [2020-12-16 00:23:51 main:581] : INFO : Epoch 764 | loss: 0.0722265 | val_loss: 0.0720264 | Time: 1671.76 ms [2020-12-16 00:23:53 main:581] : INFO : Epoch 765 | loss: 0.0721969 | val_loss: 0.0719903 | Time: 1666.69 ms [2020-12-16 00:23:54 main:581] : INFO : Epoch 766 | loss: 0.0721895 | val_loss: 0.0719812 | Time: 1671.23 ms [2020-12-16 00:23:56 main:581] : INFO : Epoch 767 | loss: 0.0721523 | val_loss: 0.0719545 | Time: 1677.98 ms [2020-12-16 00:23:58 main:581] : INFO : Epoch 768 | loss: 0.0721279 | val_loss: 0.0719292 | Time: 1677.95 ms [2020-12-16 00:24:00 main:581] : INFO : Epoch 769 | loss: 0.0721058 | val_loss: 0.0719114 | Time: 1681.13 ms [2020-12-16 00:24:01 main:581] : INFO : Epoch 770 | loss: 0.0720995 | val_loss: 0.0719191 | Time: 1671.22 ms [2020-12-16 00:24:03 main:581] : INFO : Epoch 771 | loss: 0.0720993 | val_loss: 0.0719263 | Time: 1670.83 ms [2020-12-16 00:24:05 main:581] : INFO : Epoch 772 | loss: 0.0720962 | val_loss: 0.071923 | Time: 1673.01 ms [2020-12-16 00:24:06 main:581] : INFO : Epoch 773 | loss: 0.0720942 | val_loss: 0.071897 | Time: 1680.46 ms [2020-12-16 00:24:08 main:581] : INFO : Epoch 774 | loss: 0.0720942 | val_loss: 0.0719119 | Time: 1681.75 ms [2020-12-16 00:24:10 main:581] : INFO : Epoch 775 | loss: 0.0720826 | val_loss: 0.071897 | Time: 1679.56 ms [2020-12-16 00:24:11 main:581] : INFO : Epoch 776 | loss: 0.0720768 | val_loss: 0.071891 | Time: 1678.41 ms [2020-12-16 00:24:13 main:581] : INFO : Epoch 777 | loss: 0.0720794 | val_loss: 0.0718935 | Time: 1669.09 ms [2020-12-16 00:24:15 main:581] : INFO : Epoch 778 | loss: 0.0720708 | val_loss: 0.0718468 | Time: 1673.22 ms [2020-12-16 00:24:16 main:581] : INFO : Epoch 779 | loss: 0.0720342 | val_loss: 0.0718425 | Time: 1667.26 ms [2020-12-16 00:24:18 main:581] : INFO : Epoch 780 | loss: 0.0720115 | val_loss: 0.0718118 | Time: 1674.97 ms [2020-12-16 00:24:20 main:581] : INFO : Epoch 781 | loss: 0.0720024 | val_loss: 0.0718348 | Time: 1674.59 ms [2020-12-16 00:24:21 main:581] : INFO : Epoch 782 | loss: 0.0719923 | val_loss: 0.0718105 | Time: 1671.11 ms [2020-12-16 00:24:23 main:581] : INFO : Epoch 783 | loss: 0.0719947 | val_loss: 0.0718232 | Time: 1676.38 ms [2020-12-16 00:24:25 main:581] : INFO : Epoch 784 | loss: 0.071986 | val_loss: 0.071777 | Time: 1673.83 ms [2020-12-16 00:24:26 main:581] : INFO : Epoch 785 | loss: 0.0719782 | val_loss: 0.0717837 | Time: 1677.03 ms [2020-12-16 00:24:28 main:581] : INFO : Epoch 786 | loss: 0.0719761 | val_loss: 0.0717925 | Time: 1670.29 ms [2020-12-16 00:24:30 main:581] : INFO : Epoch 787 | loss: 0.0719794 | val_loss: 0.071805 | Time: 1673.8 ms [2020-12-16 00:24:31 main:581] : INFO : Epoch 788 | loss: 0.0719788 | val_loss: 0.0717965 | Time: 1684.52 ms [2020-12-16 00:24:33 main:581] : INFO : Epoch 789 | loss: 0.0719757 | val_loss: 0.0717691 | Time: 1672.75 ms [2020-12-16 00:24:35 main:581] : INFO : Epoch 790 | loss: 0.0719678 | val_loss: 0.0717783 | Time: 1674.81 ms [2020-12-16 00:24:36 main:581] : INFO : Epoch 791 | loss: 0.0719664 | val_loss: 0.0717831 | Time: 1669.44 ms [2020-12-16 00:24:38 main:581] : INFO : Epoch 792 | loss: 0.0719618 | val_loss: 0.0717545 | Time: 1670.51 ms [2020-12-16 00:24:40 main:581] : INFO : Epoch 793 | loss: 0.0719589 | val_loss: 0.0717802 | Time: 1674.35 ms [2020-12-16 00:24:41 main:581] : INFO : Epoch 794 | loss: 0.0719545 | val_loss: 0.0717498 | Time: 1682.38 ms [2020-12-16 00:24:43 main:581] : INFO : Epoch 795 | loss: 0.0719511 | val_loss: 0.071765 | Time: 1682.44 ms [2020-12-16 00:24:45 main:581] : INFO : Epoch 796 | loss: 0.0719562 | val_loss: 0.0717615 | Time: 1682.19 ms [2020-12-16 00:24:46 main:581] : INFO : Epoch 797 | loss: 0.0719878 | val_loss: 0.0718933 | Time: 1682.09 ms [2020-12-16 00:24:48 main:581] : INFO : Epoch 798 | loss: 0.0720337 | val_loss: 0.0718038 | Time: 1676.56 ms [2020-12-16 00:24:50 main:581] : INFO : Epoch 799 | loss: 0.072007 | val_loss: 0.0718107 | Time: 1667.74 ms [2020-12-16 00:24:51 main:581] : INFO : Epoch 800 | loss: 0.0719717 | val_loss: 0.0717653 | Time: 1671.82 ms [2020-12-16 00:24:53 main:581] : INFO : Epoch 801 | loss: 0.072076 | val_loss: 0.0719223 | Time: 1678.95 ms [2020-12-16 00:24:55 main:581] : INFO : Epoch 802 | loss: 0.0720437 | val_loss: 0.0718 | Time: 1675.21 ms [2020-12-16 00:24:56 main:581] : INFO : Epoch 803 | loss: 0.0719468 | val_loss: 0.0717464 | Time: 1672.87 ms [2020-12-16 00:24:58 main:581] : INFO : Epoch 804 | loss: 0.0718972 | val_loss: 0.0717138 | Time: 1675.95 ms [2020-12-16 00:25:00 main:581] : INFO : Epoch 805 | loss: 0.0718758 | val_loss: 0.0716781 | Time: 1682.36 ms [2020-12-16 00:25:02 main:581] : INFO : Epoch 806 | loss: 0.0718571 | val_loss: 0.0716781 | Time: 1677.51 ms [2020-12-16 00:25:03 main:581] : INFO : Epoch 807 | loss: 0.0718565 | val_loss: 0.0716942 | Time: 1671.07 ms [2020-12-16 00:25:05 main:581] : INFO : Epoch 808 | loss: 0.071868 | val_loss: 0.0716857 | Time: 1670.56 ms [2020-12-16 00:25:07 main:581] : INFO : Epoch 809 | loss: 0.0718558 | val_loss: 0.0716624 | Time: 1681.1 ms [2020-12-16 00:25:08 main:581] : INFO : Epoch 810 | loss: 0.0718595 | val_loss: 0.0716745 | Time: 1675.32 ms [2020-12-16 00:25:10 main:581] : INFO : Epoch 811 | loss: 0.0718595 | val_loss: 0.0716745 | Time: 1678.89 ms [2020-12-16 00:25:12 main:581] : INFO : Epoch 812 | loss: 0.0718517 | val_loss: 0.0717017 | Time: 1669.65 ms [2020-12-16 00:25:13 main:581] : INFO : Epoch 813 | loss: 0.0718552 | val_loss: 0.0716577 | Time: 1679.26 ms [2020-12-16 00:25:15 main:581] : INFO : Epoch 814 | loss: 0.0718459 | val_loss: 0.0716795 | Time: 1673 ms [2020-12-16 00:25:17 main:581] : INFO : Epoch 815 | loss: 0.0718596 | val_loss: 0.0717003 | Time: 1678.78 ms [2020-12-16 00:25:18 main:581] : INFO : Epoch 816 | loss: 0.0718642 | val_loss: 0.0716682 | Time: 1672.29 ms [2020-12-16 00:25:20 main:581] : INFO : Epoch 817 | loss: 0.0718612 | val_loss: 0.0716696 | Time: 1670.73 ms [2020-12-16 00:25:22 main:581] : INFO : Epoch 818 | loss: 0.0718461 | val_loss: 0.0716637 | Time: 1674.22 ms [2020-12-16 00:25:23 main:581] : INFO : Epoch 819 | loss: 0.071845 | val_loss: 0.0716858 | Time: 1674.74 ms [2020-12-16 00:25:25 main:581] : INFO : Epoch 820 | loss: 0.0718432 | val_loss: 0.0716592 | Time: 1675.94 ms [2020-12-16 00:25:27 main:581] : INFO : Epoch 821 | loss: 0.0718348 | val_loss: 0.0716653 | Time: 1679.31 ms [2020-12-16 00:25:28 main:581] : INFO : Epoch 822 | loss: 0.0718355 | val_loss: 0.0717059 | Time: 1661.08 ms [2020-12-16 00:25:30 main:581] : INFO : Epoch 823 | loss: 0.0718459 | val_loss: 0.0716601 | Time: 1656 ms [2020-12-16 00:25:32 main:581] : INFO : Epoch 824 | loss: 0.071829 | val_loss: 0.0716486 | Time: 1659.71 ms [2020-12-16 00:25:33 main:581] : INFO : Epoch 825 | loss: 0.0718483 | val_loss: 0.0716597 | Time: 1655.86 ms [2020-12-16 00:25:35 main:581] : INFO : Epoch 826 | loss: 0.0718439 | val_loss: 0.0716564 | Time: 1657.56 ms [2020-12-16 00:25:37 main:581] : INFO : Epoch 827 | loss: 0.0718269 | val_loss: 0.0716432 | Time: 1658.29 ms [2020-12-16 00:25:38 main:581] : INFO : Epoch 828 | loss: 0.0718233 | val_loss: 0.0716422 | Time: 1658.98 ms [2020-12-16 00:25:40 main:581] : INFO : Epoch 829 | loss: 0.071824 | val_loss: 0.071643 | Time: 1652.91 ms [2020-12-16 00:25:42 main:581] : INFO : Epoch 830 | loss: 0.0718271 | val_loss: 0.0716543 | Time: 1658.48 ms [2020-12-16 00:25:43 main:581] : INFO : Epoch 831 | loss: 0.0718393 | val_loss: 0.0716612 | Time: 1661.01 ms [2020-12-16 00:25:45 main:581] : INFO : Epoch 832 | loss: 0.0718292 | val_loss: 0.071652 | Time: 1658.36 ms [2020-12-16 00:25:47 main:581] : INFO : Epoch 833 | loss: 0.0718084 | val_loss: 0.0716254 | Time: 1655.51 ms [2020-12-16 00:25:48 main:581] : INFO : Epoch 834 | loss: 0.0718174 | val_loss: 0.0716516 | Time: 1655.79 ms [2020-12-16 00:25:50 main:581] : INFO : Epoch 835 | loss: 0.0718304 | val_loss: 0.0716318 | Time: 1666.5 ms [2020-12-16 00:25:52 main:581] : INFO : Epoch 836 | loss: 0.0718147 | val_loss: 0.0716551 | Time: 1661.16 ms [2020-12-16 00:25:53 main:581] : INFO : Epoch 837 | loss: 0.0718147 | val_loss: 0.0716768 | Time: 1663.05 ms [2020-12-16 00:25:55 main:581] : INFO : Epoch 838 | loss: 0.0718163 | val_loss: 0.0716742 | Time: 1669.56 ms [2020-12-16 00:25:57 main:581] : INFO : Epoch 839 | loss: 0.071817 | val_loss: 0.0716619 | Time: 1689.91 ms [2020-12-16 00:25:58 main:581] : INFO : Epoch 840 | loss: 0.0718141 | val_loss: 0.0716331 | Time: 1693.22 ms [2020-12-16 00:26:00 main:581] : INFO : Epoch 841 | loss: 0.071815 | val_loss: 0.071665 | Time: 1695.91 ms [2020-12-16 00:26:02 main:581] : INFO : Epoch 842 | loss: 0.0718134 | val_loss: 0.0716443 | Time: 1681.56 ms [2020-12-16 00:26:03 main:581] : INFO : Epoch 843 | loss: 0.071818 | val_loss: 0.0716373 | Time: 1680.11 ms [2020-12-16 00:26:05 main:581] : INFO : Epoch 844 | loss: 0.0718095 | val_loss: 0.071651 | Time: 1687.38 ms [2020-12-16 00:26:07 main:581] : INFO : Epoch 845 | loss: 0.071803 | val_loss: 0.0716326 | Time: 1687.3 ms [2020-12-16 00:26:08 main:581] : INFO : Epoch 846 | loss: 0.0718049 | val_loss: 0.0716168 | Time: 1689.16 ms [2020-12-16 00:26:10 main:581] : INFO : Epoch 847 | loss: 0.0717731 | val_loss: 0.0715993 | Time: 1679.97 ms [2020-12-16 00:26:12 main:581] : INFO : Epoch 848 | loss: 0.0717657 | val_loss: 0.071607 | Time: 1686.97 ms [2020-12-16 00:26:13 main:581] : INFO : Epoch 849 | loss: 0.0717792 | val_loss: 0.0716209 | Time: 1697.52 ms [2020-12-16 00:26:15 main:581] : INFO : Epoch 850 | loss: 0.0717662 | val_loss: 0.0716093 | Time: 1697.18 ms [2020-12-16 00:26:17 main:581] : INFO : Epoch 851 | loss: 0.0717566 | val_loss: 0.071608 | Time: 1686.36 ms [2020-12-16 00:26:18 main:581] : INFO : Epoch 852 | loss: 0.0717591 | val_loss: 0.0716099 | Time: 1676.42 ms [2020-12-16 00:26:20 main:581] : INFO : Epoch 853 | loss: 0.0717662 | val_loss: 0.0716084 | Time: 1682.48 ms [2020-12-16 00:26:22 main:581] : INFO : Epoch 854 | loss: 0.0717622 | val_loss: 0.0715939 | Time: 1671.57 ms [2020-12-16 00:26:24 main:581] : INFO : Epoch 855 | loss: 0.0717796 | val_loss: 0.0716293 | Time: 1682.8 ms [2020-12-16 00:26:25 main:581] : INFO : Epoch 856 | loss: 0.0717997 | val_loss: 0.071621 | Time: 1685.13 ms [2020-12-16 00:26:27 main:581] : INFO : Epoch 857 | loss: 0.0717754 | val_loss: 0.0715808 | Time: 1684.21 ms [2020-12-16 00:26:29 main:581] : INFO : Epoch 858 | loss: 0.0717603 | val_loss: 0.0715781 | Time: 1688.37 ms [2020-12-16 00:26:30 main:581] : INFO : Epoch 859 | loss: 0.0717606 | val_loss: 0.0715653 | Time: 1691.2 ms [2020-12-16 00:26:32 main:581] : INFO : Epoch 860 | loss: 0.0717577 | val_loss: 0.0715923 | Time: 1688 ms [2020-12-16 00:26:34 main:581] : INFO : Epoch 861 | loss: 0.0717912 | val_loss: 0.0715939 | Time: 1683.48 ms [2020-12-16 00:26:35 main:581] : INFO : Epoch 862 | loss: 0.071774 | val_loss: 0.0715894 | Time: 1678.6 ms [2020-12-16 00:26:37 main:581] : INFO : Epoch 863 | loss: 0.0717646 | val_loss: 0.0715798 | Time: 1679.69 ms [2020-12-16 00:26:39 main:581] : INFO : Epoch 864 | loss: 0.0717522 | val_loss: 0.0715901 | Time: 1685.06 ms [2020-12-16 00:26:40 main:581] : INFO : Epoch 865 | loss: 0.0717527 | val_loss: 0.0715884 | Time: 1681.23 ms [2020-12-16 00:26:42 main:581] : INFO : Epoch 866 | loss: 0.0718323 | val_loss: 0.0716391 | Time: 1689.12 ms [2020-12-16 00:26:44 main:581] : INFO : Epoch 867 | loss: 0.071771 | val_loss: 0.0715927 | Time: 1686.82 ms [2020-12-16 00:26:45 main:581] : INFO : Epoch 868 | loss: 0.0718675 | val_loss: 0.0716512 | Time: 1692.57 ms [2020-12-16 00:26:47 main:581] : INFO : Epoch 869 | loss: 0.071799 | val_loss: 0.071599 | Time: 1688.76 ms [2020-12-16 00:26:49 main:581] : INFO : Epoch 870 | loss: 0.0717429 | val_loss: 0.0715597 | Time: 1683.3 ms [2020-12-16 00:26:50 main:581] : INFO : Epoch 871 | loss: 0.0717085 | val_loss: 0.0715473 | Time: 1686.29 ms [2020-12-16 00:26:52 main:581] : INFO : Epoch 872 | loss: 0.0716753 | val_loss: 0.0714805 | Time: 1677.85 ms [2020-12-16 00:26:54 main:581] : INFO : Epoch 873 | loss: 0.0715678 | val_loss: 0.0713319 | Time: 1679.97 ms [2020-12-16 00:26:56 main:581] : INFO : Epoch 874 | loss: 0.0714704 | val_loss: 0.0712712 | Time: 1678.13 ms [2020-12-16 00:26:57 main:581] : INFO : Epoch 875 | loss: 0.071443 | val_loss: 0.0712896 | Time: 1688.33 ms [2020-12-16 00:26:59 main:581] : INFO : Epoch 876 | loss: 0.0714073 | val_loss: 0.0710899 | Time: 1685.25 ms [2020-12-16 00:27:01 main:581] : INFO : Epoch 877 | loss: 0.0710686 | val_loss: 0.0708907 | Time: 1701.57 ms [2020-12-16 00:27:02 main:581] : INFO : Epoch 878 | loss: 0.0709822 | val_loss: 0.0708957 | Time: 1692.2 ms [2020-12-16 00:27:04 main:581] : INFO : Epoch 879 | loss: 0.0709649 | val_loss: 0.0708338 | Time: 1685.33 ms [2020-12-16 00:27:06 main:581] : INFO : Epoch 880 | loss: 0.0709274 | val_loss: 0.0707771 | Time: 1687.28 ms [2020-12-16 00:27:07 main:581] : INFO : Epoch 881 | loss: 0.070875 | val_loss: 0.0707029 | Time: 1681.83 ms [2020-12-16 00:27:09 main:581] : INFO : Epoch 882 | loss: 0.0707752 | val_loss: 0.070631 | Time: 1679.56 ms [2020-12-16 00:27:11 main:581] : INFO : Epoch 883 | loss: 0.0706748 | val_loss: 0.0705928 | Time: 1679.2 ms [2020-12-16 00:27:12 main:581] : INFO : Epoch 884 | loss: 0.0706194 | val_loss: 0.0705405 | Time: 1681.1 ms [2020-12-16 00:27:14 main:581] : INFO : Epoch 885 | loss: 0.0705675 | val_loss: 0.0704009 | Time: 1688.69 ms [2020-12-16 00:27:16 main:581] : INFO : Epoch 886 | loss: 0.0704056 | val_loss: 0.0702577 | Time: 1672.87 ms [2020-12-16 00:27:17 main:581] : INFO : Epoch 887 | loss: 0.070316 | val_loss: 0.0701737 | Time: 1645.02 ms [2020-12-16 00:27:19 main:581] : INFO : Epoch 888 | loss: 0.070273 | val_loss: 0.0701845 | Time: 1652.12 ms [2020-12-16 00:27:21 main:581] : INFO : Epoch 889 | loss: 0.0702249 | val_loss: 0.0701186 | Time: 1647.24 ms [2020-12-16 00:27:22 main:581] : INFO : Epoch 890 | loss: 0.0701798 | val_loss: 0.0701366 | Time: 1664.24 ms [2020-12-16 00:27:24 main:581] : INFO : Epoch 891 | loss: 0.07064 | val_loss: 0.0710757 | Time: 1661.16 ms [2020-12-16 00:27:26 main:581] : INFO : Epoch 892 | loss: 0.0708448 | val_loss: 0.0706221 | Time: 1658.93 ms [2020-12-16 00:27:27 main:581] : INFO : Epoch 893 | loss: 0.0706347 | val_loss: 0.0705242 | Time: 1664.88 ms [2020-12-16 00:27:29 main:581] : INFO : Epoch 894 | loss: 0.0705482 | val_loss: 0.0704736 | Time: 1661.78 ms [2020-12-16 00:27:31 main:581] : INFO : Epoch 895 | loss: 0.0704977 | val_loss: 0.0704683 | Time: 1667 ms [2020-12-16 00:27:32 main:581] : INFO : Epoch 896 | loss: 0.070489 | val_loss: 0.0704511 | Time: 1668.56 ms [2020-12-16 00:27:34 main:581] : INFO : Epoch 897 | loss: 0.0704509 | val_loss: 0.0703862 | Time: 1663.94 ms [2020-12-16 00:27:36 main:581] : INFO : Epoch 898 | loss: 0.0703735 | val_loss: 0.0703306 | Time: 1669.05 ms [2020-12-16 00:27:37 main:581] : INFO : Epoch 899 | loss: 0.0702168 | val_loss: 0.0700158 | Time: 1669.81 ms [2020-12-16 00:27:39 main:581] : INFO : Epoch 900 | loss: 0.0701053 | val_loss: 0.069966 | Time: 1670.69 ms [2020-12-16 00:27:41 main:581] : INFO : Epoch 901 | loss: 0.0699672 | val_loss: 0.0698849 | Time: 1664.09 ms [2020-12-16 00:27:42 main:581] : INFO : Epoch 902 | loss: 0.069909 | val_loss: 0.0698654 | Time: 1658.4 ms [2020-12-16 00:27:44 main:581] : INFO : Epoch 903 | loss: 0.0698909 | val_loss: 0.0699351 | Time: 1663.74 ms [2020-12-16 00:27:46 main:581] : INFO : Epoch 904 | loss: 0.0698878 | val_loss: 0.0698584 | Time: 1658.67 ms [2020-12-16 00:27:47 main:581] : INFO : Epoch 905 | loss: 0.0698021 | val_loss: 0.0698324 | Time: 1660.41 ms [2020-12-16 00:27:49 main:581] : INFO : Epoch 906 | loss: 0.0697887 | val_loss: 0.0698083 | Time: 1655.82 ms [2020-12-16 00:27:51 main:581] : INFO : Epoch 907 | loss: 0.0697461 | val_loss: 0.0697816 | Time: 1655.13 ms [2020-12-16 00:27:52 main:581] : INFO : Epoch 908 | loss: 0.0697342 | val_loss: 0.0698374 | Time: 1654.59 ms [2020-12-16 00:27:54 main:581] : INFO : Epoch 909 | loss: 0.0697316 | val_loss: 0.069749 | Time: 1655.07 ms [2020-12-16 00:27:56 main:581] : INFO : Epoch 910 | loss: 0.0696857 | val_loss: 0.0696982 | Time: 1652.29 ms [2020-12-16 00:27:57 main:581] : INFO : Epoch 911 | loss: 0.0696248 | val_loss: 0.0696382 | Time: 1651.46 ms [2020-12-16 00:27:59 main:581] : INFO : Epoch 912 | loss: 0.0695467 | val_loss: 0.0695832 | Time: 1641.35 ms [2020-12-16 00:28:01 main:581] : INFO : Epoch 913 | loss: 0.0695342 | val_loss: 0.0695926 | Time: 1665.62 ms [2020-12-16 00:28:02 main:581] : INFO : Epoch 914 | loss: 0.0695468 | val_loss: 0.0695726 | Time: 1644.65 ms [2020-12-16 00:28:04 main:581] : INFO : Epoch 915 | loss: 0.0694884 | val_loss: 0.0694971 | Time: 1686.63 ms [2020-12-16 00:28:06 main:581] : INFO : Epoch 916 | loss: 0.069513 | val_loss: 0.069522 | Time: 1669.81 ms [2020-12-16 00:28:07 main:581] : INFO : Epoch 917 | loss: 0.0694281 | val_loss: 0.0694377 | Time: 1675.3 ms [2020-12-16 00:28:09 main:581] : INFO : Epoch 918 | loss: 0.0707478 | val_loss: 0.0793122 | Time: 1678.13 ms [2020-12-16 00:28:11 main:581] : INFO : Epoch 919 | loss: 0.0722545 | val_loss: 0.0699186 | Time: 1681.91 ms [2020-12-16 00:28:12 main:581] : INFO : Epoch 920 | loss: 0.0692849 | val_loss: 0.0688882 | Time: 1677.97 ms [2020-12-16 00:28:14 main:581] : INFO : Epoch 921 | loss: 0.0686707 | val_loss: 0.0685481 | Time: 1664.59 ms [2020-12-16 00:28:16 main:581] : INFO : Epoch 922 | loss: 0.0684566 | val_loss: 0.0684445 | Time: 1663.18 ms [2020-12-16 00:28:17 main:581] : INFO : Epoch 923 | loss: 0.0684064 | val_loss: 0.0684184 | Time: 1659.23 ms [2020-12-16 00:28:19 main:581] : INFO : Epoch 924 | loss: 0.0683742 | val_loss: 0.0683874 | Time: 1660.98 ms [2020-12-16 00:28:21 main:581] : INFO : Epoch 925 | loss: 0.0683582 | val_loss: 0.0683668 | Time: 1663.58 ms [2020-12-16 00:28:22 main:581] : INFO : Epoch 926 | loss: 0.068403 | val_loss: 0.0684128 | Time: 1658.06 ms [2020-12-16 00:28:24 main:581] : INFO : Epoch 927 | loss: 0.0683655 | val_loss: 0.0683814 | Time: 1657.82 ms [2020-12-16 00:28:26 main:581] : INFO : Epoch 928 | loss: 0.0683413 | val_loss: 0.068342 | Time: 1663.04 ms [2020-12-16 00:28:27 main:581] : INFO : Epoch 929 | loss: 0.0683346 | val_loss: 0.0684075 | Time: 1660.23 ms [2020-12-16 00:28:29 main:581] : INFO : Epoch 930 | loss: 0.0683386 | val_loss: 0.0683331 | Time: 1650.71 ms [2020-12-16 00:28:31 main:581] : INFO : Epoch 931 | loss: 0.0683205 | val_loss: 0.0683366 | Time: 1646.65 ms [2020-12-16 00:28:32 main:581] : INFO : Epoch 932 | loss: 0.0683167 | val_loss: 0.0683155 | Time: 1644.08 ms [2020-12-16 00:28:34 main:581] : INFO : Epoch 933 | loss: 0.0683026 | val_loss: 0.0682991 | Time: 1640.16 ms [2020-12-16 00:28:35 main:581] : INFO : Epoch 934 | loss: 0.0682914 | val_loss: 0.0683194 | Time: 1639.28 ms [2020-12-16 00:28:37 main:581] : INFO : Epoch 935 | loss: 0.0683003 | val_loss: 0.0683078 | Time: 1645.27 ms [2020-12-16 00:28:39 main:581] : INFO : Epoch 936 | loss: 0.0683115 | val_loss: 0.0683162 | Time: 1651.46 ms [2020-12-16 00:28:40 main:581] : INFO : Epoch 937 | loss: 0.0682843 | val_loss: 0.0682887 | Time: 1655.46 ms [2020-12-16 00:28:42 main:581] : INFO : Epoch 938 | loss: 0.0682802 | val_loss: 0.068296 | Time: 1643.91 ms [2020-12-16 00:28:44 main:581] : INFO : Epoch 939 | loss: 0.0682773 | val_loss: 0.0682851 | Time: 1652.21 ms [2020-12-16 00:28:45 main:581] : INFO : Epoch 940 | loss: 0.0682799 | val_loss: 0.0682828 | Time: 1641.85 ms [2020-12-16 00:28:47 main:581] : INFO : Epoch 941 | loss: 0.068268 | val_loss: 0.0682873 | Time: 1641.69 ms [2020-12-16 00:28:49 main:581] : INFO : Epoch 942 | loss: 0.0682637 | val_loss: 0.0682793 | Time: 1650.53 ms [2020-12-16 00:28:50 main:581] : INFO : Epoch 943 | loss: 0.0682625 | val_loss: 0.0682763 | Time: 1649.94 ms [2020-12-16 00:28:52 main:581] : INFO : Epoch 944 | loss: 0.0682689 | val_loss: 0.068298 | Time: 1646.07 ms [2020-12-16 00:28:54 main:581] : INFO : Epoch 945 | loss: 0.0682536 | val_loss: 0.0682622 | Time: 1637.24 ms [2020-12-16 00:28:55 main:581] : INFO : Epoch 946 | loss: 0.0682464 | val_loss: 0.0682509 | Time: 1646.7 ms [2020-12-16 00:28:57 main:581] : INFO : Epoch 947 | loss: 0.0682604 | val_loss: 0.0682639 | Time: 1657.59 ms [2020-12-16 00:28:59 main:581] : INFO : Epoch 948 | loss: 0.0682483 | val_loss: 0.0682664 | Time: 1651.17 ms [2020-12-16 00:29:00 main:581] : INFO : Epoch 949 | loss: 0.068252 | val_loss: 0.0682504 | Time: 1656.57 ms [2020-12-16 00:29:02 main:581] : INFO : Epoch 950 | loss: 0.0682417 | val_loss: 0.0682603 | Time: 1646.63 ms [2020-12-16 00:29:03 main:581] : INFO : Epoch 951 | loss: 0.0683232 | val_loss: 0.0683714 | Time: 1649.99 ms [2020-12-16 00:29:05 main:581] : INFO : Epoch 952 | loss: 0.0683381 | val_loss: 0.0682757 | Time: 1649.99 ms [2020-12-16 00:29:07 main:581] : INFO : Epoch 953 | loss: 0.0682559 | val_loss: 0.0682434 | Time: 1642.98 ms [2020-12-16 00:29:08 main:581] : INFO : Epoch 954 | loss: 0.0682404 | val_loss: 0.0682398 | Time: 1659.61 ms [2020-12-16 00:29:10 main:581] : INFO : Epoch 955 | loss: 0.0682335 | val_loss: 0.0682486 | Time: 1670.67 ms [2020-12-16 00:29:12 main:581] : INFO : Epoch 956 | loss: 0.068244 | val_loss: 0.068249 | Time: 1674.8 ms [2020-12-16 00:29:13 main:581] : INFO : Epoch 957 | loss: 0.0682397 | val_loss: 0.0682434 | Time: 1675.88 ms [2020-12-16 00:29:15 main:581] : INFO : Epoch 958 | loss: 0.0682454 | val_loss: 0.0682592 | Time: 1682.33 ms [2020-12-16 00:29:17 main:581] : INFO : Epoch 959 | loss: 0.0682428 | val_loss: 0.0682432 | Time: 1675.43 ms [2020-12-16 00:29:18 main:581] : INFO : Epoch 960 | loss: 0.068239 | val_loss: 0.0682677 | Time: 1670.95 ms [2020-12-16 00:29:20 main:581] : INFO : Epoch 961 | loss: 0.0682395 | val_loss: 0.0682443 | Time: 1671.13 ms [2020-12-16 00:29:22 main:581] : INFO : Epoch 962 | loss: 0.0682329 | val_loss: 0.0682322 | Time: 1673.46 ms [2020-12-16 00:29:23 main:581] : INFO : Epoch 963 | loss: 0.0682131 | val_loss: 0.0682069 | Time: 1668.94 ms [2020-12-16 00:29:25 main:581] : INFO : Epoch 964 | loss: 0.0681809 | val_loss: 0.0681788 | Time: 1664.64 ms [2020-12-16 00:29:27 main:581] : INFO : Epoch 965 | loss: 0.0682145 | val_loss: 0.0682385 | Time: 1677.99 ms [2020-12-16 00:29:29 main:581] : INFO : Epoch 966 | loss: 0.0681796 | val_loss: 0.0681733 | Time: 1677.83 ms [2020-12-16 00:29:30 main:581] : INFO : Epoch 967 | loss: 0.0681673 | val_loss: 0.0681653 | Time: 1675.8 ms [2020-12-16 00:29:32 main:581] : INFO : Epoch 968 | loss: 0.0681487 | val_loss: 0.0681598 | Time: 1664.61 ms [2020-12-16 00:29:34 main:581] : INFO : Epoch 969 | loss: 0.0681475 | val_loss: 0.0681681 | Time: 1659.31 ms [2020-12-16 00:29:35 main:581] : INFO : Epoch 970 | loss: 0.0681433 | val_loss: 0.0681446 | Time: 1655.87 ms [2020-12-16 00:29:37 main:581] : INFO : Epoch 971 | loss: 0.068535 | val_loss: 0.0685819 | Time: 1654.2 ms [2020-12-16 00:29:38 main:581] : INFO : Epoch 972 | loss: 0.0684581 | val_loss: 0.0683781 | Time: 1658.34 ms [2020-12-16 00:29:40 main:581] : INFO : Epoch 973 | loss: 0.0683588 | val_loss: 0.0683422 | Time: 1657.37 ms [2020-12-16 00:29:42 main:581] : INFO : Epoch 974 | loss: 0.0683369 | val_loss: 0.0683452 | Time: 1647.38 ms [2020-12-16 00:29:43 main:581] : INFO : Epoch 975 | loss: 0.0683047 | val_loss: 0.0682871 | Time: 1690.16 ms [2020-12-16 00:29:45 main:581] : INFO : Epoch 976 | loss: 0.0682682 | val_loss: 0.0682821 | Time: 1677.38 ms [2020-12-16 00:29:47 main:581] : INFO : Epoch 977 | loss: 0.0682537 | val_loss: 0.0682524 | Time: 1685.65 ms [2020-12-16 00:29:49 main:581] : INFO : Epoch 978 | loss: 0.0682399 | val_loss: 0.0682469 | Time: 1682.34 ms [2020-12-16 00:29:50 main:581] : INFO : Epoch 979 | loss: 0.0682444 | val_loss: 0.06824 | Time: 1662.43 ms [2020-12-16 00:29:52 main:581] : INFO : Epoch 980 | loss: 0.0682302 | val_loss: 0.0682373 | Time: 1664.26 ms [2020-12-16 00:29:54 main:581] : INFO : Epoch 981 | loss: 0.0682281 | val_loss: 0.0682336 | Time: 1667.98 ms [2020-12-16 00:29:55 main:581] : INFO : Epoch 982 | loss: 0.0682244 | val_loss: 0.0682556 | Time: 1672 ms [2020-12-16 00:29:57 main:581] : INFO : Epoch 983 | loss: 0.0682301 | val_loss: 0.0682529 | Time: 1663.68 ms [2020-12-16 00:29:59 main:581] : INFO : Epoch 984 | loss: 0.0682806 | val_loss: 0.0682308 | Time: 1685.6 ms [2020-12-16 00:30:00 main:581] : INFO : Epoch 985 | loss: 0.0682337 | val_loss: 0.0682427 | Time: 1684.29 ms [2020-12-16 00:30:02 main:581] : INFO : Epoch 986 | loss: 0.0682298 | val_loss: 0.068229 | Time: 1660.73 ms [2020-12-16 00:30:04 main:581] : INFO : Epoch 987 | loss: 0.0682185 | val_loss: 0.0682265 | Time: 1656.45 ms [2020-12-16 00:30:05 main:581] : INFO : Epoch 988 | loss: 0.0682163 | val_loss: 0.068227 | Time: 1655.6 ms [2020-12-16 00:30:07 main:581] : INFO : Epoch 989 | loss: 0.0682205 | val_loss: 0.0682458 | Time: 1658.16 ms [2020-12-16 00:30:09 main:581] : INFO : Epoch 990 | loss: 0.0682295 | val_loss: 0.0682361 | Time: 1658.08 ms [2020-12-16 00:30:10 main:581] : INFO : Epoch 991 | loss: 0.0682292 | val_loss: 0.0682288 | Time: 1655.99 ms [2020-12-16 00:30:12 main:581] : INFO : Epoch 992 | loss: 0.0682188 | val_loss: 0.0682315 | Time: 1659.16 ms [2020-12-16 00:30:14 main:581] : INFO : Epoch 993 | loss: 0.0682261 | val_loss: 0.0682254 | Time: 1659.19 ms [2020-12-16 00:30:15 main:581] : INFO : Epoch 994 | loss: 0.0682409 | val_loss: 0.0683927 | Time: 1659.67 ms [2020-12-16 00:30:17 main:581] : INFO : Epoch 995 | loss: 0.0682725 | val_loss: 0.0682494 | Time: 1667.45 ms [2020-12-16 00:30:18 main:581] : INFO : Epoch 996 | loss: 0.0682184 | val_loss: 0.0682331 | Time: 1655.49 ms [2020-12-16 00:30:20 main:581] : INFO : Epoch 997 | loss: 0.068225 | val_loss: 0.0682432 | Time: 1666.56 ms [2020-12-16 00:30:22 main:581] : INFO : Epoch 998 | loss: 0.0682468 | val_loss: 0.0682393 | Time: 1662.82 ms [2020-12-16 00:30:23 main:581] : INFO : Epoch 999 | loss: 0.0682288 | val_loss: 0.0682279 | Time: 1660.08 ms [2020-12-16 00:30:25 main:581] : INFO : Epoch 1000 | loss: 0.068218 | val_loss: 0.0682299 | Time: 1662.67 ms [2020-12-16 00:30:27 main:581] : INFO : Epoch 1001 | loss: 0.0682198 | val_loss: 0.0682282 | Time: 1664.73 ms [2020-12-16 00:30:28 main:581] : INFO : Epoch 1002 | loss: 0.0682185 | val_loss: 0.0682339 | Time: 1661.57 ms [2020-12-16 00:30:30 main:581] : INFO : Epoch 1003 | loss: 0.0682145 | val_loss: 0.0682437 | Time: 1652.6 ms [2020-12-16 00:30:32 main:581] : INFO : Epoch 1004 | loss: 0.0682218 | val_loss: 0.0682199 | Time: 1658.51 ms [2020-12-16 00:30:33 main:581] : INFO : Epoch 1005 | loss: 0.0682672 | val_loss: 0.0682454 | Time: 1665.18 ms [2020-12-16 00:30:35 main:581] : INFO : Epoch 1006 | loss: 0.0682482 | val_loss: 0.0682501 | Time: 1661.72 ms [2020-12-16 00:30:37 main:581] : INFO : Epoch 1007 | loss: 0.0682311 | val_loss: 0.0682299 | Time: 1662.39 ms [2020-12-16 00:30:38 main:581] : INFO : Epoch 1008 | loss: 0.0682265 | val_loss: 0.0682247 | Time: 1671.41 ms [2020-12-16 00:30:40 main:581] : INFO : Epoch 1009 | loss: 0.0682143 | val_loss: 0.0682113 | Time: 1663.28 ms [2020-12-16 00:30:42 main:581] : INFO : Epoch 1010 | loss: 0.0682104 | val_loss: 0.068226 | Time: 1661.14 ms [2020-12-16 00:30:43 main:581] : INFO : Epoch 1011 | loss: 0.0682151 | val_loss: 0.0682244 | Time: 1668.71 ms [2020-12-16 00:30:45 main:581] : INFO : Epoch 1012 | loss: 0.0682138 | val_loss: 0.0682229 | Time: 1690.84 ms [2020-12-16 00:30:47 main:581] : INFO : Epoch 1013 | loss: 0.0682125 | val_loss: 0.0682211 | Time: 1682.35 ms [2020-12-16 00:30:48 main:581] : INFO : Epoch 1014 | loss: 0.0682149 | val_loss: 0.0682344 | Time: 1685.62 ms [2020-12-16 00:30:50 main:581] : INFO : Epoch 1015 | loss: 0.0682444 | val_loss: 0.0682322 | Time: 1683.98 ms [2020-12-16 00:30:52 main:581] : INFO : Epoch 1016 | loss: 0.068222 | val_loss: 0.0682362 | Time: 1688.26 ms [2020-12-16 00:30:54 main:581] : INFO : Epoch 1017 | loss: 0.0682136 | val_loss: 0.0682169 | Time: 1690.22 ms [2020-12-16 00:30:55 main:581] : INFO : Epoch 1018 | loss: 0.0682107 | val_loss: 0.0682349 | Time: 1690.38 ms [2020-12-16 00:30:57 main:581] : INFO : Epoch 1019 | loss: 0.0682224 | val_loss: 0.0682362 | Time: 1690.07 ms [2020-12-16 00:30:59 main:581] : INFO : Epoch 1020 | loss: 0.0682191 | val_loss: 0.0682223 | Time: 1689.52 ms [2020-12-16 00:31:00 main:581] : INFO : Epoch 1021 | loss: 0.068221 | val_loss: 0.0682444 | Time: 1705.72 ms [2020-12-16 00:31:02 main:581] : INFO : Epoch 1022 | loss: 0.0682215 | val_loss: 0.0682242 | Time: 1688.7 ms [2020-12-16 00:31:04 main:581] : INFO : Epoch 1023 | loss: 0.0682136 | val_loss: 0.0682173 | Time: 1686.36 ms [2020-12-16 00:31:05 main:581] : INFO : Epoch 1024 | loss: 0.0682474 | val_loss: 0.0682334 | Time: 1680.14 ms [2020-12-16 00:31:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0682334 [2020-12-16 00:31:05 main:610] : INFO : Saving end state to config to file [2020-12-16 00:31:05 main:615] : INFO : Success, exiting.. 00:31:05 (3705360): 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)