Task 3361698
| Name | ParityModified-1606530366-28907-2_3 |
| Workunit | 1517630 |
| Created | 19 Dec 2020, 20:53:40 UTC |
| Sent | 19 Dec 2020, 21:16:14 UTC |
| Report deadline | 26 Dec 2020, 21:16:14 UTC |
| Received | 20 Dec 2020, 13:25:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 29 min 18 sec |
| CPU time | 29 min 16 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 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> -20 07:10:47 main:581] : INFO : Epoch 510 | loss: 0.0310946 | val_loss: 0.0312443 | Time: 1705.08 ms [2020-12-20 07:10:49 main:581] : INFO : Epoch 511 | loss: 0.0310972 | val_loss: 0.0312415 | Time: 1711.58 ms [2020-12-20 07:10:51 main:581] : INFO : Epoch 512 | loss: 0.0310903 | val_loss: 0.0312317 | Time: 1702.31 ms [2020-12-20 07:10:52 main:581] : INFO : Epoch 513 | loss: 0.03109 | val_loss: 0.0312392 | Time: 1714.25 ms [2020-12-20 07:10:54 main:581] : INFO : Epoch 514 | loss: 0.0310889 | val_loss: 0.0312438 | Time: 1709.84 ms [2020-12-20 07:10:56 main:581] : INFO : Epoch 515 | loss: 0.0310904 | val_loss: 0.0312426 | Time: 1701.1 ms [2020-12-20 07:10:58 main:581] : INFO : Epoch 516 | loss: 0.0310859 | val_loss: 0.0312505 | Time: 1705.56 ms [2020-12-20 07:10:59 main:581] : INFO : Epoch 517 | loss: 0.0310886 | val_loss: 0.0312274 | Time: 1715.15 ms [2020-12-20 07:11:01 main:581] : INFO : Epoch 518 | loss: 0.0310947 | val_loss: 0.0312446 | Time: 1723.22 ms [2020-12-20 07:11:03 main:581] : INFO : Epoch 519 | loss: 0.0310923 | val_loss: 0.0312345 | Time: 1717.05 ms [2020-12-20 07:11:04 main:581] : INFO : Epoch 520 | loss: 0.0310966 | val_loss: 0.0312357 | Time: 1704.06 ms [2020-12-20 07:11:06 main:581] : INFO : Epoch 521 | loss: 0.0310881 | val_loss: 0.0312475 | Time: 1697.7 ms [2020-12-20 07:11:08 main:581] : INFO : Epoch 522 | loss: 0.031085 | val_loss: 0.0312422 | Time: 1709.18 ms [2020-12-20 07:11:10 main:581] : INFO : Epoch 523 | loss: 0.031087 | val_loss: 0.0312481 | Time: 1706.12 ms [2020-12-20 07:11:11 main:581] : INFO : Epoch 524 | loss: 0.0310866 | val_loss: 0.0312533 | Time: 1711.23 ms [2020-12-20 07:11:13 main:581] : INFO : Epoch 525 | loss: 0.0310809 | val_loss: 0.0312502 | Time: 1707.6 ms [2020-12-20 07:11:15 main:581] : INFO : Epoch 526 | loss: 0.031085 | val_loss: 0.0312454 | Time: 1713.3 ms [2020-12-20 07:11:16 main:581] : INFO : Epoch 527 | loss: 0.0310812 | val_loss: 0.031246 | Time: 1717.85 ms [2020-12-20 07:11:18 main:581] : INFO : Epoch 528 | loss: 0.0310785 | val_loss: 0.0312546 | Time: 1706.55 ms [2020-12-20 07:11:20 main:581] : INFO : Epoch 529 | loss: 0.031077 | val_loss: 0.0312563 | Time: 1698.84 ms [2020-12-20 07:11:22 main:581] : INFO : Epoch 530 | loss: 0.0310819 | val_loss: 0.031239 | Time: 1711.88 ms [2020-12-20 07:11:23 main:581] : INFO : Epoch 531 | loss: 0.0310838 | val_loss: 0.0312473 | Time: 1713.14 ms [2020-12-20 07:11:25 main:581] : INFO : Epoch 532 | loss: 0.0310799 | val_loss: 0.0312555 | Time: 1726.32 ms [2020-12-20 07:11:27 main:581] : INFO : Epoch 533 | loss: 0.0310837 | val_loss: 0.0312643 | Time: 1712.69 ms [2020-12-20 07:11:28 main:581] : INFO : Epoch 534 | loss: 0.0310883 | val_loss: 0.031252 | Time: 1698.57 ms [2020-12-20 07:11:30 main:581] : INFO : Epoch 535 | loss: 0.0310836 | val_loss: 0.0312429 | Time: 1711.71 ms [2020-12-20 07:11:32 main:581] : INFO : Epoch 536 | loss: 0.0310886 | val_loss: 0.0312401 | Time: 1721.14 ms [2020-12-20 07:11:34 main:581] : INFO : Epoch 537 | loss: 0.0311014 | val_loss: 0.0312268 | Time: 1730.81 ms [2020-12-20 07:11:35 main:581] : INFO : Epoch 538 | loss: 0.0310962 | val_loss: 0.0312374 | Time: 1702.82 ms [2020-12-20 07:11:37 main:581] : INFO : Epoch 539 | loss: 0.0310874 | val_loss: 0.0312495 | Time: 1716.2 ms [2020-12-20 07:11:39 main:581] : INFO : Epoch 540 | loss: 0.0310847 | val_loss: 0.0312422 | Time: 1702.57 ms [2020-12-20 07:11:40 main:581] : INFO : Epoch 541 | loss: 0.0310798 | val_loss: 0.0312351 | Time: 1728.67 ms [2020-12-20 07:11:42 main:581] : INFO : Epoch 542 | loss: 0.0310826 | val_loss: 0.0312414 | Time: 1719.4 ms [2020-12-20 07:11:44 main:581] : INFO : Epoch 543 | loss: 0.0310818 | val_loss: 0.0312514 | Time: 1715.4 ms [2020-12-20 07:11:46 main:581] : INFO : Epoch 544 | loss: 0.0310842 | val_loss: 0.0312498 | Time: 1721.26 ms [2020-12-20 07:11:47 main:581] : INFO : Epoch 545 | loss: 0.0310787 | val_loss: 0.0312435 | Time: 1718.66 ms [2020-12-20 07:11:49 main:581] : INFO : Epoch 546 | loss: 0.0310767 | val_loss: 0.0312593 | Time: 1721.96 ms [2020-12-20 07:11:51 main:581] : INFO : Epoch 547 | loss: 0.0310721 | val_loss: 0.0312499 | Time: 1736.06 ms [2020-12-20 07:11:52 main:581] : INFO : Epoch 548 | loss: 0.0310843 | val_loss: 0.031244 | Time: 1726.52 ms [2020-12-20 07:11:54 main:581] : INFO : Epoch 549 | loss: 0.0310905 | val_loss: 0.0312492 | Time: 1717.18 ms [2020-12-20 07:11:56 main:581] : INFO : Epoch 550 | loss: 0.0310857 | val_loss: 0.0312572 | Time: 1721.67 ms [2020-12-20 07:11:58 main:581] : INFO : Epoch 551 | loss: 0.0310838 | val_loss: 0.0312451 | Time: 1713.3 ms [2020-12-20 07:11:59 main:581] : INFO : Epoch 552 | loss: 0.0310814 | val_loss: 0.031265 | Time: 1717.42 ms [2020-12-20 07:12:01 main:581] : INFO : Epoch 553 | loss: 0.0310805 | val_loss: 0.0312507 | Time: 1706.06 ms [2020-12-20 07:12:03 main:581] : INFO : Epoch 554 | loss: 0.0310789 | val_loss: 0.0312582 | Time: 1711.1 ms [2020-12-20 07:12:04 main:581] : INFO : Epoch 555 | loss: 0.0310804 | val_loss: 0.0312439 | Time: 1718.08 ms [2020-12-20 07:12:06 main:581] : INFO : Epoch 556 | loss: 0.0310774 | val_loss: 0.031261 | Time: 1715.16 ms [2020-12-20 07:12:08 main:581] : INFO : Epoch 557 | loss: 0.0310745 | val_loss: 0.0312505 | Time: 1715.15 ms [2020-12-20 07:12:10 main:581] : INFO : Epoch 558 | loss: 0.031072 | val_loss: 0.0312695 | Time: 1710.92 ms [2020-12-20 07:12:11 main:581] : INFO : Epoch 559 | loss: 0.0310777 | val_loss: 0.0312424 | Time: 1704.12 ms [2020-12-20 07:12:13 main:581] : INFO : Epoch 560 | loss: 0.0310769 | val_loss: 0.0312614 | Time: 1710.21 ms [2020-12-20 07:12:15 main:581] : INFO : Epoch 561 | loss: 0.0310794 | val_loss: 0.0312312 | Time: 1714.55 ms [2020-12-20 07:12:16 main:581] : INFO : Epoch 562 | loss: 0.0310778 | val_loss: 0.0312521 | Time: 1708.46 ms [2020-12-20 07:12:18 main:581] : INFO : Epoch 563 | loss: 0.0310734 | val_loss: 0.0312413 | Time: 1711.27 ms [2020-12-20 07:12:20 main:581] : INFO : Epoch 564 | loss: 0.0310722 | val_loss: 0.0312529 | Time: 1706.5 ms [2020-12-20 07:12:22 main:581] : INFO : Epoch 565 | loss: 0.0310729 | val_loss: 0.0312653 | Time: 1709.14 ms [2020-12-20 07:12:23 main:581] : INFO : Epoch 566 | loss: 0.0310804 | val_loss: 0.0312459 | Time: 1710.96 ms [2020-12-20 07:12:25 main:581] : INFO : Epoch 567 | loss: 0.0310847 | val_loss: 0.0312417 | Time: 1733.24 ms [2020-12-20 07:12:27 main:581] : INFO : Epoch 568 | loss: 0.0310787 | val_loss: 0.0312475 | Time: 1731 ms [2020-12-20 07:12:28 main:581] : INFO : Epoch 569 | loss: 0.0310696 | val_loss: 0.0312673 | Time: 1715.74 ms [2020-12-20 07:12:30 main:581] : INFO : Epoch 570 | loss: 0.0310687 | val_loss: 0.0312611 | Time: 1712 ms [2020-12-20 07:12:32 main:581] : INFO : Epoch 571 | loss: 0.0310836 | val_loss: 0.031243 | Time: 1692.34 ms [2020-12-20 07:12:34 main:581] : INFO : Epoch 572 | loss: 0.0310799 | val_loss: 0.0312555 | Time: 1657.99 ms [2020-12-20 07:12:35 main:581] : INFO : Epoch 573 | loss: 0.031077 | val_loss: 0.0312576 | Time: 1712.67 ms [2020-12-20 07:12:37 main:581] : INFO : Epoch 574 | loss: 0.0310739 | val_loss: 0.0312753 | Time: 1715.82 ms [2020-12-20 07:12:39 main:581] : INFO : Epoch 575 | loss: 0.0310733 | val_loss: 0.0312836 | Time: 1719.4 ms [2020-12-20 07:12:40 main:581] : INFO : Epoch 576 | loss: 0.0310698 | val_loss: 0.0312605 | Time: 1721.79 ms [2020-12-20 07:12:42 main:581] : INFO : Epoch 577 | loss: 0.0310687 | val_loss: 0.0312507 | Time: 1718.43 ms [2020-12-20 07:12:44 main:581] : INFO : Epoch 578 | loss: 0.0310701 | val_loss: 0.0312288 | Time: 1724.41 ms [2020-12-20 07:12:46 main:581] : INFO : Epoch 579 | loss: 0.031079 | val_loss: 0.0312462 | Time: 1717.1 ms [2020-12-20 07:12:47 main:581] : INFO : Epoch 580 | loss: 0.0310808 | val_loss: 0.0312374 | Time: 1712.85 ms [2020-12-20 07:12:49 main:581] : INFO : Epoch 581 | loss: 0.03108 | val_loss: 0.0312421 | Time: 1712.4 ms [2020-12-20 07:12:51 main:581] : INFO : Epoch 582 | loss: 0.0310792 | val_loss: 0.0312392 | Time: 1705.43 ms [2020-12-20 07:12:52 main:581] : INFO : Epoch 583 | loss: 0.0310783 | val_loss: 0.0312638 | Time: 1692.1 ms [2020-12-20 07:12:54 main:581] : INFO : Epoch 584 | loss: 0.0310699 | val_loss: 0.0312552 | Time: 1683.66 ms [2020-12-20 07:12:56 main:581] : INFO : Epoch 585 | loss: 0.0310769 | val_loss: 0.0312675 | Time: 1689.67 ms [2020-12-20 07:12:57 main:581] : INFO : Epoch 586 | loss: 0.0310781 | val_loss: 0.0312366 | Time: 1675.87 ms [2020-12-20 07:12:59 main:581] : INFO : Epoch 587 | loss: 0.0310751 | val_loss: 0.0312569 | Time: 1679.08 ms [2020-12-20 07:13:01 main:581] : INFO : Epoch 588 | loss: 0.0310689 | val_loss: 0.03128 | Time: 1681.75 ms [2020-12-20 07:13:02 main:581] : INFO : Epoch 589 | loss: 0.0310748 | val_loss: 0.0312398 | Time: 1692.25 ms [2020-12-20 07:13:04 main:581] : INFO : Epoch 590 | loss: 0.031082 | val_loss: 0.0312527 | Time: 1709.24 ms [2020-12-20 07:13:06 main:581] : INFO : Epoch 591 | loss: 0.0310739 | val_loss: 0.0312384 | Time: 1708.26 ms [2020-12-20 07:13:08 main:581] : INFO : Epoch 592 | loss: 0.031076 | val_loss: 0.0312772 | Time: 1697.12 ms [2020-12-20 07:13:09 main:581] : INFO : Epoch 593 | loss: 0.0310706 | val_loss: 0.0312537 | Time: 1708.71 ms [2020-12-20 07:13:11 main:581] : INFO : Epoch 594 | loss: 0.0310741 | val_loss: 0.0312731 | Time: 1714.95 ms [2020-12-20 07:13:13 main:581] : INFO : Epoch 595 | loss: 0.0310687 | val_loss: 0.0312603 | Time: 1718.9 ms [2020-12-20 07:13:14 main:581] : INFO : Epoch 596 | loss: 0.0310656 | val_loss: 0.0312621 | Time: 1717.35 ms [2020-12-20 07:13:16 main:581] : INFO : Epoch 597 | loss: 0.0310618 | val_loss: 0.03127 | Time: 1717.38 ms [2020-12-20 07:13:18 main:581] : INFO : Epoch 598 | loss: 0.0310646 | val_loss: 0.0312618 | Time: 1733.02 ms [2020-12-20 07:13:20 main:581] : INFO : Epoch 599 | loss: 0.0310663 | val_loss: 0.0312783 | Time: 1723.58 ms [2020-12-20 07:13:21 main:581] : INFO : Epoch 600 | loss: 0.0310644 | val_loss: 0.0312712 | Time: 1736.6 ms [2020-12-20 07:13:23 main:581] : INFO : Epoch 601 | loss: 0.0310681 | val_loss: 0.0312655 | Time: 1691.1 ms [2020-12-20 07:13:25 main:581] : INFO : Epoch 602 | loss: 0.0310621 | val_loss: 0.031267 | Time: 1699.9 ms [2020-12-20 07:13:26 main:581] : INFO : Epoch 603 | loss: 0.0310663 | val_loss: 0.0312922 | Time: 1709.33 ms [2020-12-20 07:13:28 main:581] : INFO : Epoch 604 | loss: 0.031069 | val_loss: 0.0312515 | Time: 1683.4 ms [2020-12-20 07:13:30 main:581] : INFO : Epoch 605 | loss: 0.0310744 | val_loss: 0.0312331 | Time: 1695.8 ms [2020-12-20 07:13:32 main:581] : INFO : Epoch 606 | loss: 0.0310762 | val_loss: 0.0312401 | Time: 1716.85 ms [2020-12-20 07:13:33 main:581] : INFO : Epoch 607 | loss: 0.0310689 | val_loss: 0.0312604 | Time: 1702.26 ms [2020-12-20 07:13:35 main:581] : INFO : Epoch 608 | loss: 0.0310715 | val_loss: 0.0312195 | Time: 1711.07 ms [2020-12-20 07:13:37 main:581] : INFO : Epoch 609 | loss: 0.0310803 | val_loss: 0.0312499 | Time: 1714.97 ms [2020-12-20 07:13:38 main:581] : INFO : Epoch 610 | loss: 0.0310642 | val_loss: 0.0312597 | Time: 1712.96 ms [2020-12-20 07:13:40 main:581] : INFO : Epoch 611 | loss: 0.0310674 | val_loss: 0.0312479 | Time: 1713.67 ms [2020-12-20 07:13:42 main:581] : INFO : Epoch 612 | loss: 0.0310691 | val_loss: 0.0312744 | Time: 1693.96 ms [2020-12-20 07:13:44 main:581] : INFO : Epoch 613 | loss: 0.0310626 | val_loss: 0.0312642 | Time: 1708.89 ms [2020-12-20 07:13:45 main:581] : INFO : Epoch 614 | loss: 0.0310576 | val_loss: 0.0312677 | Time: 1683.75 ms [2020-12-20 07:13:47 main:581] : INFO : Epoch 615 | loss: 0.031084 | val_loss: 0.0312214 | Time: 1712.52 ms [2020-12-20 07:13:49 main:581] : INFO : Epoch 616 | loss: 0.0310797 | val_loss: 0.0312319 | Time: 1711.8 ms [2020-12-20 07:13:50 main:581] : INFO : Epoch 617 | loss: 0.0310656 | val_loss: 0.0312745 | Time: 1703.44 ms [2020-12-20 07:13:52 main:581] : INFO : Epoch 618 | loss: 0.0310667 | val_loss: 0.0312732 | Time: 1720.17 ms [2020-12-20 07:13:54 main:581] : INFO : Epoch 619 | loss: 0.0310651 | val_loss: 0.0312632 | Time: 1722.4 ms [2020-12-20 07:13:55 main:581] : INFO : Epoch 620 | loss: 0.0310593 | val_loss: 0.0312602 | Time: 1709.22 ms [2020-12-20 07:13:57 main:581] : INFO : Epoch 621 | loss: 0.0310618 | val_loss: 0.0312702 | Time: 1711.77 ms [2020-12-20 07:13:59 main:581] : INFO : Epoch 622 | loss: 0.0310597 | val_loss: 0.0312861 | Time: 1721.6 ms [2020-12-20 07:14:01 main:581] : INFO : Epoch 623 | loss: 0.0310583 | val_loss: 0.031265 | Time: 1725.96 ms [2020-12-20 07:14:02 main:581] : INFO : Epoch 624 | loss: 0.0310588 | val_loss: 0.0312619 | Time: 1739.85 ms [2020-12-20 07:14:04 main:581] : INFO : Epoch 625 | loss: 0.031065 | val_loss: 0.0312551 | Time: 1706.63 ms [2020-12-20 07:14:06 main:581] : INFO : Epoch 626 | loss: 0.031062 | val_loss: 0.0312467 | Time: 1694.89 ms [2020-12-20 07:14:08 main:581] : INFO : Epoch 627 | loss: 0.0310624 | val_loss: 0.0312446 | Time: 1713.39 ms [2020-12-20 07:14:09 main:581] : INFO : Epoch 628 | loss: 0.0310721 | val_loss: 0.0312663 | Time: 1704.42 ms [2020-12-20 07:14:11 main:581] : INFO : Epoch 629 | loss: 0.0310591 | val_loss: 0.0312763 | Time: 1722.41 ms [2020-12-20 07:14:13 main:581] : INFO : Epoch 630 | loss: 0.0310587 | val_loss: 0.0312644 | Time: 1710.13 ms [2020-12-20 07:14:14 main:581] : INFO : Epoch 631 | loss: 0.0310599 | val_loss: 0.0312677 | Time: 1702 ms [2020-12-20 07:14:16 main:581] : INFO : Epoch 632 | loss: 0.0310515 | val_loss: 0.0312738 | Time: 1723.14 ms [2020-12-20 07:14:18 main:581] : INFO : Epoch 633 | loss: 0.0310546 | val_loss: 0.0312598 | Time: 1702.69 ms [2020-12-20 07:14:19 main:581] : INFO : Epoch 634 | loss: 0.0310557 | val_loss: 0.0312554 | Time: 1700.81 ms [2020-12-20 07:14:21 main:581] : INFO : Epoch 635 | loss: 0.0310549 | val_loss: 0.0312704 | Time: 1708.35 ms [2020-12-20 07:14:23 main:581] : INFO : Epoch 636 | loss: 0.031057 | val_loss: 0.0312874 | Time: 1712.93 ms [2020-12-20 07:14:25 main:581] : INFO : Epoch 637 | loss: 0.0310559 | val_loss: 0.0312564 | Time: 1705.5 ms [2020-12-20 07:14:26 main:581] : INFO : Epoch 638 | loss: 0.0310513 | val_loss: 0.0312841 | Time: 1713.13 ms [2020-12-20 07:14:28 main:581] : INFO : Epoch 639 | loss: 0.0310622 | val_loss: 0.0312671 | Time: 1716.86 ms [2020-12-20 07:14:30 main:581] : INFO : Epoch 640 | loss: 0.0310619 | val_loss: 0.0312772 | Time: 1713 ms [2020-12-20 07:14:31 main:581] : INFO : Epoch 641 | loss: 0.0310596 | val_loss: 0.0312799 | Time: 1704.28 ms [2020-12-20 07:14:33 main:581] : INFO : Epoch 642 | loss: 0.0310598 | val_loss: 0.0312884 | Time: 1714.96 ms [2020-12-20 07:14:35 main:581] : INFO : Epoch 643 | loss: 0.0310551 | val_loss: 0.0312672 | Time: 1708.67 ms [2020-12-20 07:14:37 main:581] : INFO : Epoch 644 | loss: 0.0310532 | val_loss: 0.0312677 | Time: 1716.52 ms [2020-12-20 07:14:38 main:581] : INFO : Epoch 645 | loss: 0.0310576 | val_loss: 0.0312807 | Time: 1711.97 ms [2020-12-20 07:14:40 main:581] : INFO : Epoch 646 | loss: 0.0310627 | val_loss: 0.031257 | Time: 1722.06 ms [2020-12-20 07:14:42 main:581] : INFO : Epoch 647 | loss: 0.0310675 | val_loss: 0.0312612 | Time: 1722.82 ms [2020-12-20 07:14:43 main:581] : INFO : Epoch 648 | loss: 0.0310677 | val_loss: 0.0312657 | Time: 1689.51 ms [2020-12-20 07:14:45 main:581] : INFO : Epoch 649 | loss: 0.0310568 | val_loss: 0.031257 | Time: 1693.61 ms [2020-12-20 07:14:47 main:581] : INFO : Epoch 650 | loss: 0.0310576 | val_loss: 0.0312847 | Time: 1687.56 ms [2020-12-20 07:14:49 main:581] : INFO : Epoch 651 | loss: 0.031063 | val_loss: 0.0312969 | Time: 1722.84 ms [2020-12-20 07:14:50 main:581] : INFO : Epoch 652 | loss: 0.0310548 | val_loss: 0.0312845 | Time: 1726.5 ms [2020-12-20 07:14:52 main:581] : INFO : Epoch 653 | loss: 0.0310476 | val_loss: 0.0312706 | Time: 1719.43 ms [2020-12-20 07:14:54 main:581] : INFO : Epoch 654 | loss: 0.0310501 | val_loss: 0.0312564 | Time: 1705.88 ms [2020-12-20 07:14:55 main:581] : INFO : Epoch 655 | loss: 0.0310678 | val_loss: 0.0312603 | Time: 1715.22 ms [2020-12-20 07:14:57 main:581] : INFO : Epoch 656 | loss: 0.0310598 | val_loss: 0.0312892 | Time: 1720.04 ms [2020-12-20 07:14:59 main:581] : INFO : Epoch 657 | loss: 0.0310584 | val_loss: 0.0312799 | Time: 1723 ms [2020-12-20 07:15:01 main:581] : INFO : Epoch 658 | loss: 0.0310535 | val_loss: 0.0312789 | Time: 1719.89 ms [2020-12-20 07:15:02 main:581] : INFO : Epoch 659 | loss: 0.0310468 | val_loss: 0.0312626 | Time: 1705 ms [2020-12-20 07:15:04 main:581] : INFO : Epoch 660 | loss: 0.0310607 | val_loss: 0.0312765 | Time: 1703.06 ms [2020-12-20 07:15:06 main:581] : INFO : Epoch 661 | loss: 0.0310627 | val_loss: 0.0312551 | Time: 1700.53 ms [2020-12-20 07:15:07 main:581] : INFO : Epoch 662 | loss: 0.0310693 | val_loss: 0.0312526 | Time: 1707.03 ms [2020-12-20 07:15:09 main:581] : INFO : Epoch 663 | loss: 0.0310619 | val_loss: 0.0312641 | Time: 1712.36 ms [2020-12-20 07:15:11 main:581] : INFO : Epoch 664 | loss: 0.0310507 | val_loss: 0.0312884 | Time: 1708.23 ms [2020-12-20 07:15:13 main:581] : INFO : Epoch 665 | loss: 0.0310434 | val_loss: 0.0312686 | Time: 1710.89 ms [2020-12-20 07:15:14 main:581] : INFO : Epoch 666 | loss: 0.0310557 | val_loss: 0.0312491 | Time: 1703.21 ms [2020-12-20 07:15:16 main:581] : INFO : Epoch 667 | loss: 0.0310537 | val_loss: 0.0312831 | Time: 1720.55 ms [2020-12-20 07:15:18 main:581] : INFO : Epoch 668 | loss: 0.0310585 | val_loss: 0.0312642 | Time: 1709.88 ms [2020-12-20 07:15:19 main:581] : INFO : Epoch 669 | loss: 0.0310535 | val_loss: 0.0312611 | Time: 1710.91 ms [2020-12-20 07:15:21 main:581] : INFO : Epoch 670 | loss: 0.0310511 | val_loss: 0.0312832 | Time: 1733.11 ms [2020-12-20 07:15:23 main:581] : INFO : Epoch 671 | loss: 0.0310649 | val_loss: 0.0312498 | Time: 1714.09 ms [2020-12-20 07:15:25 main:581] : INFO : Epoch 672 | loss: 0.0310614 | val_loss: 0.0312334 | Time: 1710.55 ms [2020-12-20 07:15:26 main:581] : INFO : Epoch 673 | loss: 0.0310532 | val_loss: 0.0312772 | Time: 1743.86 ms [2020-12-20 07:15:28 main:581] : INFO : Epoch 674 | loss: 0.0310629 | val_loss: 0.0312844 | Time: 1724.63 ms [2020-12-20 07:15:30 main:581] : INFO : Epoch 675 | loss: 0.0310658 | val_loss: 0.0312665 | Time: 1712.96 ms [2020-12-20 07:15:31 main:581] : INFO : Epoch 676 | loss: 0.0310672 | val_loss: 0.0312808 | Time: 1725.22 ms [2020-12-20 07:15:33 main:581] : INFO : Epoch 677 | loss: 0.0310547 | val_loss: 0.0312664 | Time: 1716.95 ms [2020-12-20 07:15:35 main:581] : INFO : Epoch 678 | loss: 0.0310571 | val_loss: 0.0312536 | Time: 1718.4 ms [2020-12-20 07:15:37 main:581] : INFO : Epoch 679 | loss: 0.0310538 | val_loss: 0.0312807 | Time: 1711.34 ms [2020-12-20 07:15:38 main:581] : INFO : Epoch 680 | loss: 0.0310553 | val_loss: 0.031264 | Time: 1723.41 ms [2020-12-20 07:15:40 main:581] : INFO : Epoch 681 | loss: 0.0310707 | val_loss: 0.0312613 | Time: 1713.67 ms [2020-12-20 07:15:42 main:581] : INFO : Epoch 682 | loss: 0.0310616 | val_loss: 0.0312702 | Time: 1714.43 ms [2020-12-20 07:15:43 main:581] : INFO : Epoch 683 | loss: 0.0310565 | val_loss: 0.0312505 | Time: 1719.47 ms [2020-12-20 07:15:45 main:581] : INFO : Epoch 684 | loss: 0.0310604 | val_loss: 0.0312802 | Time: 1717.45 ms [2020-12-20 07:15:47 main:581] : INFO : Epoch 685 | loss: 0.0310448 | val_loss: 0.0312893 | Time: 1717.04 ms [2020-12-20 07:15:49 main:581] : INFO : Epoch 686 | loss: 0.0310435 | val_loss: 0.0312763 | Time: 1710.31 ms [2020-12-20 07:15:50 main:581] : INFO : Epoch 687 | loss: 0.031047 | val_loss: 0.0312814 | Time: 1720.9 ms [2020-12-20 07:15:52 main:581] : INFO : Epoch 688 | loss: 0.0310509 | val_loss: 0.0312615 | Time: 1713.95 ms [2020-12-20 07:15:54 main:581] : INFO : Epoch 689 | loss: 0.0310513 | val_loss: 0.0312608 | Time: 1703.05 ms [2020-12-20 07:15:55 main:581] : INFO : Epoch 690 | loss: 0.0310559 | val_loss: 0.03127 | Time: 1720.64 ms [2020-12-20 07:15:57 main:581] : INFO : Epoch 691 | loss: 0.0310843 | val_loss: 0.031243 | Time: 1703.09 ms [2020-12-20 07:15:59 main:581] : INFO : Epoch 692 | loss: 0.0310721 | val_loss: 0.0312476 | Time: 1709.3 ms [2020-12-20 07:16:01 main:581] : INFO : Epoch 693 | loss: 0.0310586 | val_loss: 0.0312972 | Time: 1709.38 ms [2020-12-20 07:16:02 main:581] : INFO : Epoch 694 | loss: 0.0310522 | val_loss: 0.0312886 | Time: 1701.62 ms [2020-12-20 07:16:04 main:581] : INFO : Epoch 695 | loss: 0.0310527 | val_loss: 0.0312659 | Time: 1726.48 ms [2020-12-20 07:16:06 main:581] : INFO : Epoch 696 | loss: 0.0310507 | val_loss: 0.0312875 | Time: 1715.85 ms [2020-12-20 07:16:07 main:581] : INFO : Epoch 697 | loss: 0.03106 | val_loss: 0.0312899 | Time: 1716.57 ms [2020-12-20 07:16:09 main:581] : INFO : Epoch 698 | loss: 0.0310522 | val_loss: 0.0312582 | Time: 1705.6 ms [2020-12-20 07:16:11 main:581] : INFO : Epoch 699 | loss: 0.0310636 | val_loss: 0.0312338 | Time: 1725.1 ms [2020-12-20 07:16:13 main:581] : INFO : Epoch 700 | loss: 0.0310765 | val_loss: 0.0312543 | Time: 1720.36 ms [2020-12-20 07:16:14 main:581] : INFO : Epoch 701 | loss: 0.0310562 | val_loss: 0.0312688 | Time: 1708.89 ms [2020-12-20 07:16:16 main:581] : INFO : Epoch 702 | loss: 0.0310486 | val_loss: 0.0312578 | Time: 1714.63 ms [2020-12-20 07:16:18 main:581] : INFO : Epoch 703 | loss: 0.0310555 | val_loss: 0.0312614 | Time: 1715.83 ms [2020-12-20 07:16:19 main:581] : INFO : Epoch 704 | loss: 0.0310556 | val_loss: 0.0312907 | Time: 1709.05 ms [2020-12-20 07:16:21 main:581] : INFO : Epoch 705 | loss: 0.0310473 | val_loss: 0.0313024 | Time: 1710.26 ms [2020-12-20 07:16:23 main:581] : INFO : Epoch 706 | loss: 0.0310531 | val_loss: 0.0312856 | Time: 1711.54 ms [2020-12-20 07:16:25 main:581] : INFO : Epoch 707 | loss: 0.0310472 | val_loss: 0.0312805 | Time: 1711.42 ms [2020-12-20 07:16:26 main:581] : INFO : Epoch 708 | loss: 0.0310469 | val_loss: 0.0312665 | Time: 1711.47 ms [2020-12-20 07:16:28 main:581] : INFO : Epoch 709 | loss: 0.0310509 | val_loss: 0.0312864 | Time: 1720.63 ms [2020-12-20 07:16:30 main:581] : INFO : Epoch 710 | loss: 0.0310519 | val_loss: 0.0312685 | Time: 1733.74 ms [2020-12-20 07:16:31 main:581] : INFO : Epoch 711 | loss: 0.0310535 | val_loss: 0.0312639 | Time: 1709.42 ms [2020-12-20 07:16:33 main:581] : INFO : Epoch 712 | loss: 0.0310583 | val_loss: 0.0312792 | Time: 1694.29 ms [2020-12-20 07:16:35 main:581] : INFO : Epoch 713 | loss: 0.0310502 | val_loss: 0.0312717 | Time: 1719.49 ms [2020-12-20 07:16:37 main:581] : INFO : Epoch 714 | loss: 0.0310408 | val_loss: 0.0312943 | Time: 1721.49 ms [2020-12-20 07:16:38 main:581] : INFO : Epoch 715 | loss: 0.0310414 | val_loss: 0.0312857 | Time: 1730.06 ms [2020-12-20 07:16:40 main:581] : INFO : Epoch 716 | loss: 0.0310481 | val_loss: 0.0312922 | Time: 1723.93 ms [2020-12-20 07:16:42 main:581] : INFO : Epoch 717 | loss: 0.0310486 | val_loss: 0.0312986 | Time: 1726.5 ms [2020-12-20 07:16:43 main:581] : INFO : Epoch 718 | loss: 0.0310442 | val_loss: 0.0312877 | Time: 1722.77 ms [2020-12-20 07:16:45 main:581] : INFO : Epoch 719 | loss: 0.0310435 | val_loss: 0.0312707 | Time: 1709.11 ms [2020-12-20 07:16:47 main:581] : INFO : Epoch 720 | loss: 0.0310407 | val_loss: 0.0312622 | Time: 1710.48 ms [2020-12-20 07:16:49 main:581] : INFO : Epoch 721 | loss: 0.0310448 | val_loss: 0.0312646 | Time: 1723.3 ms [2020-12-20 07:16:50 main:581] : INFO : Epoch 722 | loss: 0.0310418 | val_loss: 0.0312872 | Time: 1698.85 ms [2020-12-20 07:16:52 main:581] : INFO : Epoch 723 | loss: 0.0310433 | val_loss: 0.0313006 | Time: 1700.66 ms [2020-12-20 07:16:54 main:581] : INFO : Epoch 724 | loss: 0.0310445 | val_loss: 0.0312957 | Time: 1714.63 ms [2020-12-20 07:16:55 main:581] : INFO : Epoch 725 | loss: 0.0310436 | val_loss: 0.0312861 | Time: 1712.92 ms [2020-12-20 07:16:57 main:581] : INFO : Epoch 726 | loss: 0.031035 | val_loss: 0.0312867 | Time: 1719.45 ms [2020-12-20 07:16:59 main:581] : INFO : Epoch 727 | loss: 0.0310391 | val_loss: 0.0313093 | Time: 1719.08 ms [2020-12-20 07:17:01 main:581] : INFO : Epoch 728 | loss: 0.0310434 | val_loss: 0.0312852 | Time: 1716.11 ms [2020-12-20 07:17:02 main:581] : INFO : Epoch 729 | loss: 0.031044 | val_loss: 0.0312739 | Time: 1731.67 ms [2020-12-20 07:17:04 main:581] : INFO : Epoch 730 | loss: 0.0310361 | val_loss: 0.0312942 | Time: 1724.25 ms [2020-12-20 07:17:06 main:581] : INFO : Epoch 731 | loss: 0.0310373 | val_loss: 0.031293 | Time: 1711.4 ms [2020-12-20 07:17:07 main:581] : INFO : Epoch 732 | loss: 0.0310448 | val_loss: 0.0312651 | Time: 1716.77 ms [2020-12-20 07:17:09 main:581] : INFO : Epoch 733 | loss: 0.0310473 | val_loss: 0.0312931 | Time: 1726.32 ms [2020-12-20 07:17:11 main:581] : INFO : Epoch 734 | loss: 0.0310491 | val_loss: 0.0312485 | Time: 1710.52 ms [2020-12-20 07:17:13 main:581] : INFO : Epoch 735 | loss: 0.0310473 | val_loss: 0.03129 | Time: 1707.75 ms [2020-12-20 07:17:14 main:581] : INFO : Epoch 736 | loss: 0.0310453 | val_loss: 0.0312853 | Time: 1714.82 ms [2020-12-20 07:17:16 main:581] : INFO : Epoch 737 | loss: 0.0310404 | val_loss: 0.0312866 | Time: 1700.85 ms [2020-12-20 07:17:18 main:581] : INFO : Epoch 738 | loss: 0.0310556 | val_loss: 0.0312627 | Time: 1715.62 ms [2020-12-20 07:17:20 main:581] : INFO : Epoch 739 | loss: 0.0310535 | val_loss: 0.031281 | Time: 1727.97 ms [2020-12-20 07:17:21 main:581] : INFO : Epoch 740 | loss: 0.0310569 | val_loss: 0.0312378 | Time: 1723.06 ms [2020-12-20 07:17:23 main:581] : INFO : Epoch 741 | loss: 0.0310524 | val_loss: 0.0312944 | Time: 1720.45 ms [2020-12-20 07:17:25 main:581] : INFO : Epoch 742 | loss: 0.031046 | val_loss: 0.0312964 | Time: 1726.14 ms [2020-12-20 07:17:26 main:581] : INFO : Epoch 743 | loss: 0.0310436 | val_loss: 0.0312899 | Time: 1694.49 ms [2020-12-20 07:17:28 main:581] : INFO : Epoch 744 | loss: 0.0310546 | val_loss: 0.0312901 | Time: 1709.15 ms [2020-12-20 07:17:30 main:581] : INFO : Epoch 745 | loss: 0.0310515 | val_loss: 0.0312662 | Time: 1705.61 ms [2020-12-20 07:17:31 main:581] : INFO : Epoch 746 | loss: 0.0310404 | val_loss: 0.0312773 | Time: 1716.27 ms [2020-12-20 07:17:33 main:581] : INFO : Epoch 747 | loss: 0.0310388 | val_loss: 0.0312695 | Time: 1722.29 ms [2020-12-20 07:17:35 main:581] : INFO : Epoch 748 | loss: 0.0310413 | val_loss: 0.0312708 | Time: 1729.3 ms [2020-12-20 07:17:37 main:581] : INFO : Epoch 749 | loss: 0.0310484 | val_loss: 0.0313004 | Time: 1709.51 ms [2020-12-20 07:17:38 main:581] : INFO : Epoch 750 | loss: 0.0310509 | val_loss: 0.031246 | Time: 1707.1 ms [2020-12-20 07:17:40 main:581] : INFO : Epoch 751 | loss: 0.0310447 | val_loss: 0.0312835 | Time: 1712.58 ms [2020-12-20 07:17:42 main:581] : INFO : Epoch 752 | loss: 0.0310341 | val_loss: 0.0312783 | Time: 1723.4 ms [2020-12-20 07:17:44 main:581] : INFO : Epoch 753 | loss: 0.0310337 | val_loss: 0.0312986 | Time: 1715.93 ms [2020-12-20 07:17:45 main:581] : INFO : Epoch 754 | loss: 0.0310388 | val_loss: 0.0312679 | Time: 1715.34 ms [2020-12-20 07:17:47 main:581] : INFO : Epoch 755 | loss: 0.0310442 | val_loss: 0.0312745 | Time: 1720.8 ms [2020-12-20 07:17:49 main:581] : INFO : Epoch 756 | loss: 0.0310386 | val_loss: 0.0312975 | Time: 1730.8 ms [2020-12-20 07:17:50 main:581] : INFO : Epoch 757 | loss: 0.0310343 | val_loss: 0.0312565 | Time: 1738.18 ms [2020-12-20 07:17:52 main:581] : INFO : Epoch 758 | loss: 0.0310308 | val_loss: 0.0313221 | Time: 1728.94 ms [2020-12-20 07:17:54 main:581] : INFO : Epoch 759 | loss: 0.0310362 | val_loss: 0.0312951 | Time: 1702.56 ms [2020-12-20 07:17:56 main:581] : INFO : Epoch 760 | loss: 0.0310335 | val_loss: 0.0312963 | Time: 1704.36 ms [2020-12-20 07:17:57 main:581] : INFO : Epoch 761 | loss: 0.0310445 | val_loss: 0.0312902 | Time: 1716.59 ms [2020-12-20 07:17:59 main:581] : INFO : Epoch 762 | loss: 0.0310443 | val_loss: 0.0312845 | Time: 1717.06 ms [2020-12-20 07:18:01 main:581] : INFO : Epoch 763 | loss: 0.0310395 | val_loss: 0.0312807 | Time: 1702.68 ms [2020-12-20 07:18:02 main:581] : INFO : Epoch 764 | loss: 0.0310375 | val_loss: 0.0312883 | Time: 1724.8 ms [2020-12-20 07:18:04 main:581] : INFO : Epoch 765 | loss: 0.0310454 | val_loss: 0.0312738 | Time: 1733.03 ms [2020-12-20 07:18:06 main:581] : INFO : Epoch 766 | loss: 0.0310364 | val_loss: 0.0312964 | Time: 1711.05 ms [2020-12-20 07:18:08 main:581] : INFO : Epoch 767 | loss: 0.0310364 | val_loss: 0.0312966 | Time: 1716.97 ms [2020-12-20 07:18:09 main:581] : INFO : Epoch 768 | loss: 0.031036 | val_loss: 0.0312704 | Time: 1702.58 ms [2020-12-20 07:18:11 main:581] : INFO : Epoch 769 | loss: 0.0310337 | val_loss: 0.0312862 | Time: 1719.79 ms [2020-12-20 07:18:13 main:581] : INFO : Epoch 770 | loss: 0.031041 | val_loss: 0.0312898 | Time: 1719.75 ms [2020-12-20 07:18:14 main:581] : INFO : Epoch 771 | loss: 0.0310432 | val_loss: 0.0312947 | Time: 1712.34 ms [2020-12-20 07:18:16 main:581] : INFO : Epoch 772 | loss: 0.0310387 | val_loss: 0.0312913 | Time: 1727.38 ms [2020-12-20 07:18:18 main:581] : INFO : Epoch 773 | loss: 0.0310316 | val_loss: 0.0312944 | Time: 1718.09 ms [2020-12-20 07:18:20 main:581] : INFO : Epoch 774 | loss: 0.0310347 | val_loss: 0.0312794 | Time: 1717.44 ms [2020-12-20 07:18:21 main:581] : INFO : Epoch 775 | loss: 0.0310478 | val_loss: 0.0313284 | Time: 1724.33 ms [2020-12-20 07:18:23 main:581] : INFO : Epoch 776 | loss: 0.0310417 | val_loss: 0.0313011 | Time: 1717.57 ms [2020-12-20 07:18:25 main:581] : INFO : Epoch 777 | loss: 0.0310436 | val_loss: 0.0312961 | Time: 1724.1 ms [2020-12-20 07:18:26 main:581] : INFO : Epoch 778 | loss: 0.0310341 | val_loss: 0.0312993 | Time: 1708.77 ms [2020-12-20 07:18:28 main:581] : INFO : Epoch 779 | loss: 0.0310408 | val_loss: 0.0313187 | Time: 1709.72 ms [2020-12-20 07:18:30 main:581] : INFO : Epoch 780 | loss: 0.0310394 | val_loss: 0.0312683 | Time: 1715.67 ms [2020-12-20 07:18:32 main:581] : INFO : Epoch 781 | loss: 0.031041 | val_loss: 0.031326 | Time: 1714.9 ms [2020-12-20 07:18:33 main:581] : INFO : Epoch 782 | loss: 0.0310378 | val_loss: 0.0312717 | Time: 1717.37 ms [2020-12-20 07:18:35 main:581] : INFO : Epoch 783 | loss: 0.0310373 | val_loss: 0.0312705 | Time: 1714.04 ms [2020-12-20 07:18:37 main:581] : INFO : Epoch 784 | loss: 0.0310404 | val_loss: 0.0312654 | Time: 1710.73 ms [2020-12-20 07:18:38 main:581] : INFO : Epoch 785 | loss: 0.0310365 | val_loss: 0.0313005 | Time: 1721.09 ms [2020-12-20 07:18:40 main:581] : INFO : Epoch 786 | loss: 0.0310343 | val_loss: 0.0312482 | Time: 1701.34 ms [2020-12-20 07:18:42 main:581] : INFO : Epoch 787 | loss: 0.0310488 | val_loss: 0.0312498 | Time: 1705.12 ms [2020-12-20 07:18:44 main:581] : INFO : Epoch 788 | loss: 0.0310406 | val_loss: 0.0312848 | Time: 1710.1 ms [2020-12-20 07:18:45 main:581] : INFO : Epoch 789 | loss: 0.0310279 | val_loss: 0.0313077 | Time: 1714.21 ms [2020-12-20 07:18:47 main:581] : INFO : Epoch 790 | loss: 0.0310336 | val_loss: 0.0312844 | Time: 1692.59 ms [2020-12-20 07:18:49 main:581] : INFO : Epoch 791 | loss: 0.0310424 | val_loss: 0.0312701 | Time: 1716.69 ms [2020-12-20 07:18:50 main:581] : INFO : Epoch 792 | loss: 0.0310384 | val_loss: 0.0312965 | Time: 1715.25 ms [2020-12-20 07:18:52 main:581] : INFO : Epoch 793 | loss: 0.0310409 | val_loss: 0.031265 | Time: 1710.61 ms [2020-12-20 07:18:54 main:581] : INFO : Epoch 794 | loss: 0.0310438 | val_loss: 0.0313164 | Time: 1683.31 ms [2020-12-20 07:18:56 main:581] : INFO : Epoch 795 | loss: 0.0310383 | val_loss: 0.031301 | Time: 1684.43 ms [2020-12-20 07:18:57 main:581] : INFO : Epoch 796 | loss: 0.0310274 | val_loss: 0.0313113 | Time: 1675.14 ms [2020-12-20 07:18:59 main:581] : INFO : Epoch 797 | loss: 0.0310269 | val_loss: 0.0312848 | Time: 1691.06 ms [2020-12-20 07:19:01 main:581] : INFO : Epoch 798 | loss: 0.0310343 | val_loss: 0.0313049 | Time: 1713.35 ms [2020-12-20 07:19:02 main:581] : INFO : Epoch 799 | loss: 0.0310352 | val_loss: 0.0312968 | Time: 1709.36 ms [2020-12-20 07:19:04 main:581] : INFO : Epoch 800 | loss: 0.0310376 | val_loss: 0.0312716 | Time: 1706.84 ms [2020-12-20 07:19:06 main:581] : INFO : Epoch 801 | loss: 0.031034 | val_loss: 0.0313066 | Time: 1698.91 ms [2020-12-20 07:19:07 main:581] : INFO : Epoch 802 | loss: 0.0310292 | val_loss: 0.0312971 | Time: 1705.9 ms [2020-12-20 07:19:09 main:581] : INFO : Epoch 803 | loss: 0.0310229 | val_loss: 0.031301 | Time: 1694.26 ms [2020-12-20 07:19:11 main:581] : INFO : Epoch 804 | loss: 0.0310259 | val_loss: 0.0313088 | Time: 1671.55 ms [2020-12-20 07:19:12 main:581] : INFO : Epoch 805 | loss: 0.0310262 | val_loss: 0.0312692 | Time: 1689.86 ms [2020-12-20 07:19:14 main:581] : INFO : Epoch 806 | loss: 0.0310277 | val_loss: 0.0312977 | Time: 1698.24 ms [2020-12-20 07:19:16 main:581] : INFO : Epoch 807 | loss: 0.0310216 | val_loss: 0.0313219 | Time: 1702.02 ms [2020-12-20 07:19:18 main:581] : INFO : Epoch 808 | loss: 0.0310313 | val_loss: 0.0312818 | Time: 1698.7 ms [2020-12-20 07:19:19 main:581] : INFO : Epoch 809 | loss: 0.0310453 | val_loss: 0.0312744 | Time: 1721.48 ms [2020-12-20 07:19:21 main:581] : INFO : Epoch 810 | loss: 0.0310354 | val_loss: 0.0313014 | Time: 1717.89 ms [2020-12-20 07:19:23 main:581] : INFO : Epoch 811 | loss: 0.0310403 | val_loss: 0.0313017 | Time: 1731.39 ms [2020-12-20 07:19:24 main:581] : INFO : Epoch 812 | loss: 0.031036 | val_loss: 0.0313038 | Time: 1717.95 ms [2020-12-20 07:19:26 main:581] : INFO : Epoch 813 | loss: 0.0310274 | val_loss: 0.0312962 | Time: 1715.29 ms [2020-12-20 07:19:28 main:581] : INFO : Epoch 814 | loss: 0.0310299 | val_loss: 0.0312691 | Time: 1718.69 ms [2020-12-20 07:19:30 main:581] : INFO : Epoch 815 | loss: 0.031042 | val_loss: 0.0312501 | Time: 1720.34 ms [2020-12-20 07:19:31 main:581] : INFO : Epoch 816 | loss: 0.0310487 | val_loss: 0.0312876 | Time: 1696.59 ms [2020-12-20 07:19:33 main:581] : INFO : Epoch 817 | loss: 0.0310435 | val_loss: 0.0312634 | Time: 1714.65 ms [2020-12-20 07:19:35 main:581] : INFO : Epoch 818 | loss: 0.0310332 | val_loss: 0.0313175 | Time: 1714.41 ms [2020-12-20 07:19:36 main:581] : INFO : Epoch 819 | loss: 0.0310324 | val_loss: 0.0312996 | Time: 1727.87 ms [2020-12-20 07:19:38 main:581] : INFO : Epoch 820 | loss: 0.0310278 | val_loss: 0.0313114 | Time: 1732.23 ms [2020-12-20 07:19:40 main:581] : INFO : Epoch 821 | loss: 0.0310393 | val_loss: 0.0312786 | Time: 1720.48 ms [2020-12-20 07:19:42 main:581] : INFO : Epoch 822 | loss: 0.031041 | val_loss: 0.0312839 | Time: 1727.24 ms [2020-12-20 07:19:43 main:581] : INFO : Epoch 823 | loss: 0.0310313 | val_loss: 0.0312931 | Time: 1714.53 ms [2020-12-20 07:19:45 main:581] : INFO : Epoch 824 | loss: 0.031029 | val_loss: 0.0312976 | Time: 1721.58 ms [2020-12-20 07:19:47 main:581] : INFO : Epoch 825 | loss: 0.0310275 | val_loss: 0.0312901 | Time: 1720.9 ms [2020-12-20 07:19:49 main:581] : INFO : Epoch 826 | loss: 0.0310275 | val_loss: 0.0312825 | Time: 1724.78 ms [2020-12-20 07:19:50 main:581] : INFO : Epoch 827 | loss: 0.0310246 | val_loss: 0.0312746 | Time: 1718.97 ms [2020-12-20 07:19:52 main:581] : INFO : Epoch 828 | loss: 0.0310307 | val_loss: 0.0313138 | Time: 1717.9 ms [2020-12-20 07:19:54 main:581] : INFO : Epoch 829 | loss: 0.0310367 | val_loss: 0.0312764 | Time: 1714.08 ms [2020-12-20 07:19:55 main:581] : INFO : Epoch 830 | loss: 0.0310353 | val_loss: 0.0313022 | Time: 1723.29 ms [2020-12-20 07:19:57 main:581] : INFO : Epoch 831 | loss: 0.0310353 | val_loss: 0.0312943 | Time: 1717.51 ms [2020-12-20 07:19:59 main:581] : INFO : Epoch 832 | loss: 0.0310381 | val_loss: 0.0312785 | Time: 1727.52 ms [2020-12-20 07:20:01 main:581] : INFO : Epoch 833 | loss: 0.0310369 | val_loss: 0.0312822 | Time: 1702.78 ms [2020-12-20 07:20:02 main:581] : INFO : Epoch 834 | loss: 0.0310289 | val_loss: 0.0313131 | Time: 1721.83 ms [2020-12-20 07:20:04 main:581] : INFO : Epoch 835 | loss: 0.031032 | val_loss: 0.0313341 | Time: 1713.48 ms [2020-12-20 07:20:06 main:581] : INFO : Epoch 836 | loss: 0.031022 | val_loss: 0.031302 | Time: 1721.41 ms [2020-12-20 07:20:07 main:581] : INFO : Epoch 837 | loss: 0.0310284 | val_loss: 0.0312685 | Time: 1703.11 ms [2020-12-20 07:20:09 main:581] : INFO : Epoch 838 | loss: 0.0310331 | val_loss: 0.0312718 | Time: 1709.27 ms [2020-12-20 07:20:11 main:581] : INFO : Epoch 839 | loss: 0.0310254 | val_loss: 0.0312904 | Time: 1728.14 ms [2020-12-20 07:20:13 main:581] : INFO : Epoch 840 | loss: 0.0310245 | val_loss: 0.0312827 | Time: 1720.1 ms [2020-12-20 07:20:14 main:581] : INFO : Epoch 841 | loss: 0.0310318 | val_loss: 0.0313181 | Time: 1708.32 ms [2020-12-20 07:20:16 main:581] : INFO : Epoch 842 | loss: 0.0310307 | val_loss: 0.0312991 | Time: 1721.77 ms [2020-12-20 07:20:18 main:581] : INFO : Epoch 843 | loss: 0.03103 | val_loss: 0.0313059 | Time: 1707.24 ms [2020-12-20 07:20:19 main:581] : INFO : Epoch 844 | loss: 0.0310521 | val_loss: 0.0313058 | Time: 1696.03 ms [2020-12-20 07:20:21 main:581] : INFO : Epoch 845 | loss: 0.0310474 | val_loss: 0.0312745 | Time: 1734.25 ms [2020-12-20 07:20:23 main:581] : INFO : Epoch 846 | loss: 0.0310402 | val_loss: 0.0313034 | Time: 1715.73 ms [2020-12-20 07:20:25 main:581] : INFO : Epoch 847 | loss: 0.0310313 | val_loss: 0.0313083 | Time: 1719.49 ms [2020-12-20 07:20:26 main:581] : INFO : Epoch 848 | loss: 0.0310323 | val_loss: 0.0312821 | Time: 1725.68 ms [2020-12-20 07:20:28 main:581] : INFO : Epoch 849 | loss: 0.0310289 | val_loss: 0.0312828 | Time: 1701.66 ms [2020-12-20 07:20:30 main:581] : INFO : Epoch 850 | loss: 0.0310379 | val_loss: 0.0312919 | Time: 1720.33 ms [2020-12-20 07:20:31 main:581] : INFO : Epoch 851 | loss: 0.0310281 | val_loss: 0.0312887 | Time: 1714.43 ms [2020-12-20 07:20:33 main:581] : INFO : Epoch 852 | loss: 0.0310229 | val_loss: 0.0313147 | Time: 1713.5 ms [2020-12-20 07:20:35 main:581] : INFO : Epoch 853 | loss: 0.0310219 | val_loss: 0.0312823 | Time: 1716.8 ms [2020-12-20 07:20:37 main:581] : INFO : Epoch 854 | loss: 0.0310273 | val_loss: 0.0312892 | Time: 1723.9 ms [2020-12-20 07:20:38 main:581] : INFO : Epoch 855 | loss: 0.0310277 | val_loss: 0.0312792 | Time: 1712.02 ms [2020-12-20 07:20:40 main:581] : INFO : Epoch 856 | loss: 0.031031 | val_loss: 0.0313081 | Time: 1691.49 ms [2020-12-20 07:20:42 main:581] : INFO : Epoch 857 | loss: 0.0310297 | val_loss: 0.0313115 | Time: 1680.18 ms [2020-12-20 07:20:43 main:581] : INFO : Epoch 858 | loss: 0.0310261 | val_loss: 0.031289 | Time: 1716.4 ms [2020-12-20 07:20:45 main:581] : INFO : Epoch 859 | loss: 0.0310365 | val_loss: 0.0313102 | Time: 1712.74 ms [2020-12-20 07:20:47 main:581] : INFO : Epoch 860 | loss: 0.0310286 | val_loss: 0.0312856 | Time: 1700.85 ms [2020-12-20 07:20:49 main:581] : INFO : Epoch 861 | loss: 0.031031 | val_loss: 0.0312904 | Time: 1696.16 ms [2020-12-20 07:20:50 main:581] : INFO : Epoch 862 | loss: 0.031025 | val_loss: 0.0312981 | Time: 1712.77 ms [2020-12-20 07:20:52 main:581] : INFO : Epoch 863 | loss: 0.0310276 | val_loss: 0.0312543 | Time: 1718.37 ms [2020-12-20 07:20:54 main:581] : INFO : Epoch 864 | loss: 0.0310386 | val_loss: 0.0312788 | Time: 1705.85 ms [2020-12-20 07:20:55 main:581] : INFO : Epoch 865 | loss: 0.0310316 | val_loss: 0.0313146 | Time: 1722.86 ms [2020-12-20 07:20:57 main:581] : INFO : Epoch 866 | loss: 0.0310362 | val_loss: 0.0312946 | Time: 1720.57 ms [2020-12-20 07:20:59 main:581] : INFO : Epoch 867 | loss: 0.0310329 | val_loss: 0.0312821 | Time: 1699.49 ms [2020-12-20 07:21:00 main:581] : INFO : Epoch 868 | loss: 0.0310277 | val_loss: 0.031293 | Time: 1705.56 ms [2020-12-20 07:21:02 main:581] : INFO : Epoch 869 | loss: 0.0310291 | val_loss: 0.0312722 | Time: 1714.41 ms [2020-12-20 07:21:04 main:581] : INFO : Epoch 870 | loss: 0.0310329 | val_loss: 0.0312859 | Time: 1714.59 ms [2020-12-20 07:21:06 main:581] : INFO : Epoch 871 | loss: 0.0310303 | val_loss: 0.0313122 | Time: 1726.48 ms [2020-12-20 07:21:07 main:581] : INFO : Epoch 872 | loss: 0.0310286 | val_loss: 0.0312986 | Time: 1701.17 ms [2020-12-20 07:21:09 main:581] : INFO : Epoch 873 | loss: 0.0310262 | val_loss: 0.031277 | Time: 1712.23 ms [2020-12-20 07:21:11 main:581] : INFO : Epoch 874 | loss: 0.0310313 | val_loss: 0.0312676 | Time: 1726.7 ms [2020-12-20 07:21:13 main:581] : INFO : Epoch 875 | loss: 0.0310247 | val_loss: 0.0312585 | Time: 1712.79 ms [2020-12-20 07:21:14 main:581] : INFO : Epoch 876 | loss: 0.0310291 | val_loss: 0.0312967 | Time: 1725.79 ms [2020-12-20 07:21:16 main:581] : INFO : Epoch 877 | loss: 0.0310251 | val_loss: 0.0313204 | Time: 1710.97 ms [2020-12-20 07:21:18 main:581] : INFO : Epoch 878 | loss: 0.0310259 | val_loss: 0.0312762 | Time: 1716.01 ms [2020-12-20 07:21:19 main:581] : INFO : Epoch 879 | loss: 0.0310264 | val_loss: 0.0312771 | Time: 1703.38 ms [2020-12-20 07:21:21 main:581] : INFO : Epoch 880 | loss: 0.0310279 | val_loss: 0.0313257 | Time: 1712.3 ms [2020-12-20 07:21:23 main:581] : INFO : Epoch 881 | loss: 0.031023 | val_loss: 0.0313093 | Time: 1709.69 ms [2020-12-20 07:21:24 main:581] : INFO : Epoch 882 | loss: 0.0310152 | val_loss: 0.031311 | Time: 1712.31 ms [2020-12-20 07:21:26 main:581] : INFO : Epoch 883 | loss: 0.0310134 | val_loss: 0.031288 | Time: 1709.04 ms [2020-12-20 07:21:28 main:581] : INFO : Epoch 884 | loss: 0.0310183 | val_loss: 0.03131 | Time: 1712.67 ms [2020-12-20 07:21:30 main:581] : INFO : Epoch 885 | loss: 0.0310221 | val_loss: 0.0312871 | Time: 1725.04 ms [2020-12-20 07:21:31 main:581] : INFO : Epoch 886 | loss: 0.0310293 | val_loss: 0.0313092 | Time: 1706.44 ms [2020-12-20 07:21:33 main:581] : INFO : Epoch 887 | loss: 0.0310202 | val_loss: 0.0312875 | Time: 1723.79 ms [2020-12-20 07:21:35 main:581] : INFO : Epoch 888 | loss: 0.0310176 | val_loss: 0.031308 | Time: 1714.38 ms [2020-12-20 07:21:37 main:581] : INFO : Epoch 889 | loss: 0.0310167 | val_loss: 0.0313179 | Time: 1726.07 ms [2020-12-20 07:21:38 main:581] : INFO : Epoch 890 | loss: 0.0310233 | val_loss: 0.031303 | Time: 1721.47 ms [2020-12-20 07:21:40 main:581] : INFO : Epoch 891 | loss: 0.0310307 | val_loss: 0.0313106 | Time: 1722.61 ms [2020-12-20 07:21:42 main:581] : INFO : Epoch 892 | loss: 0.0310306 | val_loss: 0.0312762 | Time: 1740.3 ms [2020-12-20 07:21:43 main:581] : INFO : Epoch 893 | loss: 0.0310252 | val_loss: 0.0312968 | Time: 1738.61 ms [2020-12-20 07:21:45 main:581] : INFO : Epoch 894 | loss: 0.0310252 | val_loss: 0.0313055 | Time: 1730.3 ms [2020-12-20 07:21:47 main:581] : INFO : Epoch 895 | loss: 0.031022 | val_loss: 0.0312873 | Time: 1715.51 ms [2020-12-20 07:21:49 main:581] : INFO : Epoch 896 | loss: 0.0310302 | val_loss: 0.0313127 | Time: 1724.51 ms [2020-12-20 07:21:50 main:581] : INFO : Epoch 897 | loss: 0.0310368 | val_loss: 0.031283 | Time: 1713.12 ms [2020-12-20 07:21:52 main:581] : INFO : Epoch 898 | loss: 0.0310242 | val_loss: 0.0312626 | Time: 1712.27 ms [2020-12-20 07:21:54 main:581] : INFO : Epoch 899 | loss: 0.0310533 | val_loss: 0.0312666 | Time: 1715.93 ms [2020-12-20 07:21:55 main:581] : INFO : Epoch 900 | loss: 0.0310421 | val_loss: 0.0312999 | Time: 1708.72 ms [2020-12-20 07:21:57 main:581] : INFO : Epoch 901 | loss: 0.0310287 | val_loss: 0.031293 | Time: 1708.61 ms [2020-12-20 07:21:59 main:581] : INFO : Epoch 902 | loss: 0.0310215 | val_loss: 0.031284 | Time: 1718.73 ms [2020-12-20 07:22:01 main:581] : INFO : Epoch 903 | loss: 0.0310152 | val_loss: 0.0313073 | Time: 1723.69 ms [2020-12-20 07:22:02 main:581] : INFO : Epoch 904 | loss: 0.0310117 | val_loss: 0.0313054 | Time: 1723.7 ms [2020-12-20 07:22:04 main:581] : INFO : Epoch 905 | loss: 0.0310132 | val_loss: 0.0312884 | Time: 1705.45 ms [2020-12-20 07:22:06 main:581] : INFO : Epoch 906 | loss: 0.0310202 | val_loss: 0.0312985 | Time: 1706.02 ms [2020-12-20 07:22:07 main:581] : INFO : Epoch 907 | loss: 0.0310224 | val_loss: 0.031276 | Time: 1728.93 ms [2020-12-20 07:22:09 main:581] : INFO : Epoch 908 | loss: 0.0310222 | val_loss: 0.0313013 | Time: 1728.84 ms [2020-12-20 07:22:11 main:581] : INFO : Epoch 909 | loss: 0.0310289 | val_loss: 0.0312812 | Time: 1711.98 ms [2020-12-20 07:22:13 main:581] : INFO : Epoch 910 | loss: 0.0310322 | val_loss: 0.0312988 | Time: 1707.8 ms [2020-12-20 07:22:14 main:581] : INFO : Epoch 911 | loss: 0.0310306 | val_loss: 0.0312807 | Time: 1708.03 ms [2020-12-20 07:22:16 main:581] : INFO : Epoch 912 | loss: 0.0310198 | val_loss: 0.0313026 | Time: 1705.07 ms [2020-12-20 07:22:18 main:581] : INFO : Epoch 913 | loss: 0.0310379 | val_loss: 0.0312819 | Time: 1723.57 ms [2020-12-20 07:22:19 main:581] : INFO : Epoch 914 | loss: 0.0311167 | val_loss: 0.0312076 | Time: 1704.03 ms [2020-12-20 07:22:21 main:581] : INFO : Epoch 915 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 1708.04 ms [2020-12-20 07:22:23 main:581] : INFO : Epoch 916 | loss: 0.0311781 | val_loss: 0.0311882 | Time: 1734.79 ms [2020-12-20 07:22:25 main:581] : INFO : Epoch 917 | loss: 0.0311713 | val_loss: 0.0311864 | Time: 1708.28 ms [2020-12-20 07:22:26 main:581] : INFO : Epoch 918 | loss: 0.0311635 | val_loss: 0.0311824 | Time: 1721.32 ms [2020-12-20 07:22:28 main:581] : INFO : Epoch 919 | loss: 0.0311567 | val_loss: 0.0311778 | Time: 1709.05 ms [2020-12-20 07:22:30 main:581] : INFO : Epoch 920 | loss: 0.0311531 | val_loss: 0.0311838 | Time: 1712.12 ms [2020-12-20 07:22:31 main:581] : INFO : Epoch 921 | loss: 0.0311495 | val_loss: 0.0311843 | Time: 1708.39 ms [2020-12-20 07:22:33 main:581] : INFO : Epoch 922 | loss: 0.0311464 | val_loss: 0.0311829 | Time: 1711.75 ms [2020-12-20 07:22:35 main:581] : INFO : Epoch 923 | loss: 0.031142 | val_loss: 0.0311885 | Time: 1705.33 ms [2020-12-20 07:22:37 main:581] : INFO : Epoch 924 | loss: 0.0311396 | val_loss: 0.0311957 | Time: 1729.6 ms [2020-12-20 07:22:38 main:581] : INFO : Epoch 925 | loss: 0.0311445 | val_loss: 0.0311876 | Time: 1726.24 ms [2020-12-20 07:22:40 main:581] : INFO : Epoch 926 | loss: 0.0311387 | val_loss: 0.0311964 | Time: 1710.77 ms [2020-12-20 07:22:42 main:581] : INFO : Epoch 927 | loss: 0.0311367 | val_loss: 0.0311943 | Time: 1719.99 ms [2020-12-20 07:22:43 main:581] : INFO : Epoch 928 | loss: 0.0311337 | val_loss: 0.0311964 | Time: 1714.88 ms [2020-12-20 07:22:45 main:581] : INFO : Epoch 929 | loss: 0.031132 | val_loss: 0.0311981 | Time: 1717.68 ms [2020-12-20 07:22:47 main:581] : INFO : Epoch 930 | loss: 0.0311306 | val_loss: 0.0311975 | Time: 1715.96 ms [2020-12-20 07:22:49 main:581] : INFO : Epoch 931 | loss: 0.0311279 | val_loss: 0.0311979 | Time: 1722.96 ms [2020-12-20 07:22:50 main:581] : INFO : Epoch 932 | loss: 0.0311239 | val_loss: 0.0311983 | Time: 1717.58 ms [2020-12-20 07:22:52 main:581] : INFO : Epoch 933 | loss: 0.031125 | val_loss: 0.0312084 | Time: 1707.82 ms [2020-12-20 07:22:54 main:581] : INFO : Epoch 934 | loss: 0.031123 | val_loss: 0.0312052 | Time: 1706.86 ms [2020-12-20 07:22:55 main:581] : INFO : Epoch 935 | loss: 0.0311225 | val_loss: 0.031204 | Time: 1712.9 ms [2020-12-20 07:22:57 main:581] : INFO : Epoch 936 | loss: 0.0311247 | val_loss: 0.0312057 | Time: 1711.98 ms [2020-12-20 07:22:59 main:581] : INFO : Epoch 937 | loss: 0.0311211 | val_loss: 0.0312136 | Time: 1730.36 ms [2020-12-20 07:23:01 main:581] : INFO : Epoch 938 | loss: 0.0311177 | val_loss: 0.0312097 | Time: 1718.67 ms [2020-12-20 07:23:02 main:581] : INFO : Epoch 939 | loss: 0.0311186 | val_loss: 0.0312131 | Time: 1704.03 ms [2020-12-20 07:23:04 main:581] : INFO : Epoch 940 | loss: 0.0311197 | val_loss: 0.0312101 | Time: 1709.26 ms [2020-12-20 07:23:06 main:581] : INFO : Epoch 941 | loss: 0.0311178 | val_loss: 0.0312037 | Time: 1703.31 ms [2020-12-20 07:23:07 main:581] : INFO : Epoch 942 | loss: 0.03112 | val_loss: 0.0312032 | Time: 1718.84 ms [2020-12-20 07:23:09 main:581] : INFO : Epoch 943 | loss: 0.0311178 | val_loss: 0.0312134 | Time: 1709.78 ms [2020-12-20 07:23:11 main:581] : INFO : Epoch 944 | loss: 0.0311157 | val_loss: 0.0312121 | Time: 1718.2 ms [2020-12-20 07:23:13 main:581] : INFO : Epoch 945 | loss: 0.0311167 | val_loss: 0.0312133 | Time: 1702.9 ms [2020-12-20 07:23:14 main:581] : INFO : Epoch 946 | loss: 0.0311145 | val_loss: 0.0312075 | Time: 1695.25 ms [2020-12-20 07:23:16 main:581] : INFO : Epoch 947 | loss: 0.0311171 | val_loss: 0.0312121 | Time: 1708.87 ms [2020-12-20 07:23:18 main:581] : INFO : Epoch 948 | loss: 0.0311141 | val_loss: 0.0312121 | Time: 1710 ms [2020-12-20 07:23:19 main:581] : INFO : Epoch 949 | loss: 0.0311139 | val_loss: 0.0312073 | Time: 1716.68 ms [2020-12-20 07:23:21 main:581] : INFO : Epoch 950 | loss: 0.0311144 | val_loss: 0.0312021 | Time: 1714.04 ms [2020-12-20 07:23:23 main:581] : INFO : Epoch 951 | loss: 0.0311166 | val_loss: 0.0312 | Time: 1710.52 ms [2020-12-20 07:23:25 main:581] : INFO : Epoch 952 | loss: 0.0311206 | val_loss: 0.0312253 | Time: 1705.32 ms [2020-12-20 07:23:26 main:581] : INFO : Epoch 953 | loss: 0.0311198 | val_loss: 0.0312261 | Time: 1717.32 ms [2020-12-20 07:23:28 main:581] : INFO : Epoch 954 | loss: 0.031119 | val_loss: 0.0312089 | Time: 1716.17 ms [2020-12-20 07:23:30 main:581] : INFO : Epoch 955 | loss: 0.0311135 | val_loss: 0.0312095 | Time: 1688.18 ms [2020-12-20 07:23:31 main:581] : INFO : Epoch 956 | loss: 0.0311103 | val_loss: 0.0312057 | Time: 1710.46 ms [2020-12-20 07:23:33 main:581] : INFO : Epoch 957 | loss: 0.0311122 | val_loss: 0.0312105 | Time: 1704.04 ms [2020-12-20 07:23:35 main:581] : INFO : Epoch 958 | loss: 0.0311151 | val_loss: 0.0312101 | Time: 1723.16 ms [2020-12-20 07:23:37 main:581] : INFO : Epoch 959 | loss: 0.0311071 | val_loss: 0.0312153 | Time: 1706.65 ms [2020-12-20 07:23:38 main:581] : INFO : Epoch 960 | loss: 0.0311149 | val_loss: 0.0312106 | Time: 1716.89 ms [2020-12-20 07:23:40 main:581] : INFO : Epoch 961 | loss: 0.0311167 | val_loss: 0.0312087 | Time: 1713.46 ms [2020-12-20 07:23:42 main:581] : INFO : Epoch 962 | loss: 0.0311128 | val_loss: 0.0312102 | Time: 1724.85 ms [2020-12-20 07:23:43 main:581] : INFO : Epoch 963 | loss: 0.0311072 | val_loss: 0.0312214 | Time: 1714.36 ms [2020-12-20 07:23:45 main:581] : INFO : Epoch 964 | loss: 0.0311069 | val_loss: 0.031208 | Time: 1711.66 ms [2020-12-20 07:23:47 main:581] : INFO : Epoch 965 | loss: 0.0311102 | val_loss: 0.0312053 | Time: 1702.02 ms [2020-12-20 07:23:49 main:581] : INFO : Epoch 966 | loss: 0.0311118 | val_loss: 0.0312142 | Time: 1698.97 ms [2020-12-20 07:23:50 main:581] : INFO : Epoch 967 | loss: 0.0311117 | val_loss: 0.0312074 | Time: 1684.2 ms [2020-12-20 07:23:52 main:581] : INFO : Epoch 968 | loss: 0.031114 | val_loss: 0.0312081 | Time: 1714.54 ms [2020-12-20 07:23:54 main:581] : INFO : Epoch 969 | loss: 0.0311091 | val_loss: 0.03121 | Time: 1694.59 ms [2020-12-20 07:23:55 main:581] : INFO : Epoch 970 | loss: 0.0311081 | val_loss: 0.0312276 | Time: 1713.49 ms [2020-12-20 07:23:57 main:581] : INFO : Epoch 971 | loss: 0.0311092 | val_loss: 0.0312096 | Time: 1703.75 ms [2020-12-20 07:23:59 main:581] : INFO : Epoch 972 | loss: 0.0311105 | val_loss: 0.03121 | Time: 1706.16 ms [2020-12-20 07:24:00 main:581] : INFO : Epoch 973 | loss: 0.0311108 | val_loss: 0.0312098 | Time: 1711.83 ms [2020-12-20 07:24:02 main:581] : INFO : Epoch 974 | loss: 0.0311202 | val_loss: 0.0311974 | Time: 1704.35 ms [2020-12-20 07:24:04 main:581] : INFO : Epoch 975 | loss: 0.0311185 | val_loss: 0.0312042 | Time: 1708.73 ms [2020-12-20 07:24:06 main:581] : INFO : Epoch 976 | loss: 0.0311185 | val_loss: 0.0312195 | Time: 1718.23 ms [2020-12-20 07:24:07 main:581] : INFO : Epoch 977 | loss: 0.031115 | val_loss: 0.0312181 | Time: 1714.04 ms [2020-12-20 07:24:09 main:581] : INFO : Epoch 978 | loss: 0.0311154 | val_loss: 0.0312262 | Time: 1704.66 ms [2020-12-20 07:24:11 main:581] : INFO : Epoch 979 | loss: 0.031112 | val_loss: 0.0311887 | Time: 1720.8 ms [2020-12-20 07:24:12 main:581] : INFO : Epoch 980 | loss: 0.0311197 | val_loss: 0.031216 | Time: 1721.78 ms [2020-12-20 07:24:14 main:581] : INFO : Epoch 981 | loss: 0.0311128 | val_loss: 0.0312205 | Time: 1720.22 ms [2020-12-20 07:24:16 main:581] : INFO : Epoch 982 | loss: 0.0311073 | val_loss: 0.0312174 | Time: 1717.59 ms [2020-12-20 07:24:18 main:581] : INFO : Epoch 983 | loss: 0.0311103 | val_loss: 0.0312234 | Time: 1717.63 ms [2020-12-20 07:24:19 main:581] : INFO : Epoch 984 | loss: 0.0311111 | val_loss: 0.0312092 | Time: 1712.75 ms [2020-12-20 07:24:21 main:581] : INFO : Epoch 985 | loss: 0.0311102 | val_loss: 0.0312074 | Time: 1714.26 ms [2020-12-20 07:24:23 main:581] : INFO : Epoch 986 | loss: 0.0311104 | val_loss: 0.0312243 | Time: 1722.3 ms [2020-12-20 07:24:24 main:581] : INFO : Epoch 987 | loss: 0.0311118 | val_loss: 0.0312152 | Time: 1721.07 ms [2020-12-20 07:24:26 main:581] : INFO : Epoch 988 | loss: 0.0311051 | val_loss: 0.0312101 | Time: 1719.54 ms [2020-12-20 07:24:28 main:581] : INFO : Epoch 989 | loss: 0.0310991 | val_loss: 0.0312195 | Time: 1709.81 ms [2020-12-20 07:24:30 main:581] : INFO : Epoch 990 | loss: 0.0310992 | val_loss: 0.0312247 | Time: 1729.94 ms [2020-12-20 07:24:31 main:581] : INFO : Epoch 991 | loss: 0.0311064 | val_loss: 0.0312094 | Time: 1721.78 ms [2020-12-20 07:24:33 main:581] : INFO : Epoch 992 | loss: 0.0311004 | val_loss: 0.0312261 | Time: 1710.09 ms [2020-12-20 07:24:35 main:581] : INFO : Epoch 993 | loss: 0.0310989 | val_loss: 0.0312207 | Time: 1711.7 ms [2020-12-20 07:24:36 main:581] : INFO : Epoch 994 | loss: 0.0310956 | val_loss: 0.031224 | Time: 1700.84 ms [2020-12-20 07:24:38 main:581] : INFO : Epoch 995 | loss: 0.0310946 | val_loss: 0.03124 | Time: 1695.9 ms [2020-12-20 07:24:40 main:581] : INFO : Epoch 996 | loss: 0.0311051 | val_loss: 0.0312118 | Time: 1686.97 ms [2020-12-20 07:24:42 main:581] : INFO : Epoch 997 | loss: 0.0311052 | val_loss: 0.0312177 | Time: 1714.98 ms [2020-12-20 07:24:43 main:581] : INFO : Epoch 998 | loss: 0.0311036 | val_loss: 0.0312236 | Time: 1720.13 ms [2020-12-20 07:24:45 main:581] : INFO : Epoch 999 | loss: 0.0311104 | val_loss: 0.0312305 | Time: 1713.98 ms [2020-12-20 07:24:47 main:581] : INFO : Epoch 1000 | loss: 0.0311067 | val_loss: 0.0312098 | Time: 1724.87 ms [2020-12-20 07:24:48 main:581] : INFO : Epoch 1001 | loss: 0.0311062 | val_loss: 0.0312162 | Time: 1724.77 ms [2020-12-20 07:24:50 main:581] : INFO : Epoch 1002 | loss: 0.0310993 | val_loss: 0.0312224 | Time: 1713.4 ms [2020-12-20 07:24:52 main:581] : INFO : Epoch 1003 | loss: 0.0310989 | val_loss: 0.0312154 | Time: 1728.04 ms [2020-12-20 07:24:54 main:581] : INFO : Epoch 1004 | loss: 0.0310933 | val_loss: 0.0312207 | Time: 1705.66 ms [2020-12-20 07:24:55 main:581] : INFO : Epoch 1005 | loss: 0.0310912 | val_loss: 0.0312264 | Time: 1728.61 ms [2020-12-20 07:24:57 main:581] : INFO : Epoch 1006 | loss: 0.0310954 | val_loss: 0.031215 | Time: 1722.9 ms [2020-12-20 07:24:59 main:581] : INFO : Epoch 1007 | loss: 0.031089 | val_loss: 0.0312274 | Time: 1704.06 ms [2020-12-20 07:25:00 main:581] : INFO : Epoch 1008 | loss: 0.031091 | val_loss: 0.0312385 | Time: 1719.49 ms [2020-12-20 07:25:02 main:581] : INFO : Epoch 1009 | loss: 0.0310865 | val_loss: 0.0312308 | Time: 1718.51 ms [2020-12-20 07:25:04 main:581] : INFO : Epoch 1010 | loss: 0.0310885 | val_loss: 0.0312424 | Time: 1703.25 ms [2020-12-20 07:25:06 main:581] : INFO : Epoch 1011 | loss: 0.0311 | val_loss: 0.0312234 | Time: 1696.69 ms [2020-12-20 07:25:07 main:581] : INFO : Epoch 1012 | loss: 0.0310986 | val_loss: 0.0312411 | Time: 1715.09 ms [2020-12-20 07:25:09 main:581] : INFO : Epoch 1013 | loss: 0.0310944 | val_loss: 0.0312331 | Time: 1718.22 ms [2020-12-20 07:25:11 main:581] : INFO : Epoch 1014 | loss: 0.031106 | val_loss: 0.0312124 | Time: 1711.61 ms [2020-12-20 07:25:12 main:581] : INFO : Epoch 1015 | loss: 0.0311026 | val_loss: 0.0312318 | Time: 1730.97 ms [2020-12-20 07:25:14 main:581] : INFO : Epoch 1016 | loss: 0.0311007 | val_loss: 0.0312226 | Time: 1718.46 ms [2020-12-20 07:25:16 main:581] : INFO : Epoch 1017 | loss: 0.0310933 | val_loss: 0.031249 | Time: 1696.28 ms [2020-12-20 07:25:18 main:581] : INFO : Epoch 1018 | loss: 0.0310932 | val_loss: 0.0312237 | Time: 1714.91 ms [2020-12-20 07:25:19 main:581] : INFO : Epoch 1019 | loss: 0.0310917 | val_loss: 0.0312083 | Time: 1705.98 ms [2020-12-20 07:25:21 main:581] : INFO : Epoch 1020 | loss: 0.0311029 | val_loss: 0.0312494 | Time: 1723.34 ms [2020-12-20 07:25:23 main:581] : INFO : Epoch 1021 | loss: 0.0310999 | val_loss: 0.0312331 | Time: 1715.68 ms [2020-12-20 07:25:24 main:581] : INFO : Epoch 1022 | loss: 0.0310932 | val_loss: 0.0312239 | Time: 1717.46 ms [2020-12-20 07:25:26 main:581] : INFO : Epoch 1023 | loss: 0.0310912 | val_loss: 0.0312347 | Time: 1704.44 ms [2020-12-20 07:25:28 main:581] : INFO : Epoch 1024 | loss: 0.0311034 | val_loss: 0.0312255 | Time: 1721.87 ms [2020-12-20 07:25:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312255 [2020-12-20 07:25:28 main:610] : INFO : Saving end state to config to file [2020-12-20 07:25:28 main:615] : INFO : Success, exiting.. 07:25:28 (2495637): 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)