Task 3438194
| Name | ParityMachine-1605454816-13491-9_1 |
| Workunit | 1586313 |
| Created | 27 Dec 2020, 15:11:09 UTC |
| Sent | 27 Dec 2020, 16:42:20 UTC |
| Report deadline | 3 Jan 2021, 16:42:20 UTC |
| Received | 27 Dec 2020, 19:18:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 7 sec |
| CPU time | 31 min 39 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311525 | val_loss: 0.031168 | Time: 1852.52 ms [2020-12-27 20:02:51 main:574] : INFO : Epoch 515 | loss: 0.0311524 | val_loss: 0.0311658 | Time: 1839.96 ms [2020-12-27 20:02:53 main:574] : INFO : Epoch 516 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1852.75 ms [2020-12-27 20:02:55 main:574] : INFO : Epoch 517 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 1852.4 ms [2020-12-27 20:02:56 main:574] : INFO : Epoch 518 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 1860.09 ms [2020-12-27 20:02:58 main:574] : INFO : Epoch 519 | loss: 0.0311527 | val_loss: 0.0311739 | Time: 1851.41 ms [2020-12-27 20:03:00 main:574] : INFO : Epoch 520 | loss: 0.0311546 | val_loss: 0.0311747 | Time: 1859.27 ms [2020-12-27 20:03:02 main:574] : INFO : Epoch 521 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 1855.11 ms [2020-12-27 20:03:04 main:574] : INFO : Epoch 522 | loss: 0.031156 | val_loss: 0.0311718 | Time: 1856.78 ms [2020-12-27 20:03:06 main:574] : INFO : Epoch 523 | loss: 0.0311558 | val_loss: 0.0311685 | Time: 1858.79 ms [2020-12-27 20:03:08 main:574] : INFO : Epoch 524 | loss: 0.031153 | val_loss: 0.0311685 | Time: 1873.99 ms [2020-12-27 20:03:09 main:574] : INFO : Epoch 525 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 1844.7 ms [2020-12-27 20:03:11 main:574] : INFO : Epoch 526 | loss: 0.0311535 | val_loss: 0.0311679 | Time: 1846.83 ms [2020-12-27 20:03:13 main:574] : INFO : Epoch 527 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 1867.5 ms [2020-12-27 20:03:15 main:574] : INFO : Epoch 528 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1857.18 ms [2020-12-27 20:03:17 main:574] : INFO : Epoch 529 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 1844.41 ms [2020-12-27 20:03:19 main:574] : INFO : Epoch 530 | loss: 0.0311538 | val_loss: 0.0311707 | Time: 1845.12 ms [2020-12-27 20:03:21 main:574] : INFO : Epoch 531 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 1885.15 ms [2020-12-27 20:03:23 main:574] : INFO : Epoch 532 | loss: 0.0311521 | val_loss: 0.0311719 | Time: 1859.41 ms [2020-12-27 20:03:24 main:574] : INFO : Epoch 533 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1867.97 ms [2020-12-27 20:03:26 main:574] : INFO : Epoch 534 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1842.26 ms [2020-12-27 20:03:28 main:574] : INFO : Epoch 535 | loss: 0.0311519 | val_loss: 0.0311705 | Time: 1847.76 ms [2020-12-27 20:03:30 main:574] : INFO : Epoch 536 | loss: 0.0311521 | val_loss: 0.03117 | Time: 1864.49 ms [2020-12-27 20:03:32 main:574] : INFO : Epoch 537 | loss: 0.031154 | val_loss: 0.0311709 | Time: 1875.45 ms [2020-12-27 20:03:34 main:574] : INFO : Epoch 538 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 1858.71 ms [2020-12-27 20:03:36 main:574] : INFO : Epoch 539 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 1857.89 ms [2020-12-27 20:03:38 main:574] : INFO : Epoch 540 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 1861.01 ms [2020-12-27 20:03:39 main:574] : INFO : Epoch 541 | loss: 0.0311537 | val_loss: 0.0311717 | Time: 1857.69 ms [2020-12-27 20:03:41 main:574] : INFO : Epoch 542 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 1821.88 ms [2020-12-27 20:03:43 main:574] : INFO : Epoch 543 | loss: 0.0311525 | val_loss: 0.031171 | Time: 1880.03 ms [2020-12-27 20:03:45 main:574] : INFO : Epoch 544 | loss: 0.0311514 | val_loss: 0.031172 | Time: 1837.54 ms [2020-12-27 20:03:47 main:574] : INFO : Epoch 545 | loss: 0.0311532 | val_loss: 0.0311713 | Time: 1856.25 ms [2020-12-27 20:03:49 main:574] : INFO : Epoch 546 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 1836.12 ms [2020-12-27 20:03:51 main:574] : INFO : Epoch 547 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1856.08 ms [2020-12-27 20:03:52 main:574] : INFO : Epoch 548 | loss: 0.0311521 | val_loss: 0.031171 | Time: 1864.03 ms [2020-12-27 20:03:54 main:574] : INFO : Epoch 549 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 1854.46 ms [2020-12-27 20:03:56 main:574] : INFO : Epoch 550 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 1869.59 ms [2020-12-27 20:03:58 main:574] : INFO : Epoch 551 | loss: 0.0311514 | val_loss: 0.03117 | Time: 1839.91 ms [2020-12-27 20:04:00 main:574] : INFO : Epoch 552 | loss: 0.0311542 | val_loss: 0.0311724 | Time: 1854.38 ms [2020-12-27 20:04:02 main:574] : INFO : Epoch 553 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 1835.96 ms [2020-12-27 20:04:04 main:574] : INFO : Epoch 554 | loss: 0.0311578 | val_loss: 0.0311714 | Time: 1855.86 ms [2020-12-27 20:04:06 main:574] : INFO : Epoch 555 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1842.2 ms [2020-12-27 20:04:07 main:574] : INFO : Epoch 556 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 1871.82 ms [2020-12-27 20:04:09 main:574] : INFO : Epoch 557 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 1836.59 ms [2020-12-27 20:04:11 main:574] : INFO : Epoch 558 | loss: 0.0311538 | val_loss: 0.0311694 | Time: 1858.21 ms [2020-12-27 20:04:13 main:574] : INFO : Epoch 559 | loss: 0.0311544 | val_loss: 0.031169 | Time: 1853.81 ms [2020-12-27 20:04:15 main:574] : INFO : Epoch 560 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 1844.45 ms [2020-12-27 20:04:17 main:574] : INFO : Epoch 561 | loss: 0.031152 | val_loss: 0.0311717 | Time: 1838.66 ms [2020-12-27 20:04:19 main:574] : INFO : Epoch 562 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 1863.41 ms [2020-12-27 20:04:20 main:574] : INFO : Epoch 563 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 1870.42 ms [2020-12-27 20:04:22 main:574] : INFO : Epoch 564 | loss: 0.0311528 | val_loss: 0.0311666 | Time: 1847.42 ms [2020-12-27 20:04:24 main:574] : INFO : Epoch 565 | loss: 0.031152 | val_loss: 0.0311668 | Time: 1853.67 ms [2020-12-27 20:04:26 main:574] : INFO : Epoch 566 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1874.31 ms [2020-12-27 20:04:28 main:574] : INFO : Epoch 567 | loss: 0.0311532 | val_loss: 0.0311734 | Time: 1863.98 ms [2020-12-27 20:04:30 main:574] : INFO : Epoch 568 | loss: 0.0311532 | val_loss: 0.0311703 | Time: 1858.45 ms [2020-12-27 20:04:32 main:574] : INFO : Epoch 569 | loss: 0.0311539 | val_loss: 0.0311734 | Time: 1837.38 ms [2020-12-27 20:04:34 main:574] : INFO : Epoch 570 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 1857.67 ms [2020-12-27 20:04:35 main:574] : INFO : Epoch 571 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 1855.51 ms [2020-12-27 20:04:37 main:574] : INFO : Epoch 572 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 1856.71 ms [2020-12-27 20:04:39 main:574] : INFO : Epoch 573 | loss: 0.031164 | val_loss: 0.0311679 | Time: 1858.3 ms [2020-12-27 20:04:41 main:574] : INFO : Epoch 574 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 1841.74 ms [2020-12-27 20:04:43 main:574] : INFO : Epoch 575 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 1858.91 ms [2020-12-27 20:04:45 main:574] : INFO : Epoch 576 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 1873.76 ms [2020-12-27 20:04:47 main:574] : INFO : Epoch 577 | loss: 0.0311681 | val_loss: 0.0311723 | Time: 1840.44 ms [2020-12-27 20:04:48 main:574] : INFO : Epoch 578 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 1887.27 ms [2020-12-27 20:04:50 main:574] : INFO : Epoch 579 | loss: 0.0311649 | val_loss: 0.0311671 | Time: 1866.24 ms [2020-12-27 20:04:52 main:574] : INFO : Epoch 580 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 1846.32 ms [2020-12-27 20:04:54 main:574] : INFO : Epoch 581 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 1837.13 ms [2020-12-27 20:04:56 main:574] : INFO : Epoch 582 | loss: 0.0311641 | val_loss: 0.0311685 | Time: 1877.2 ms [2020-12-27 20:04:58 main:574] : INFO : Epoch 583 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 1847.85 ms [2020-12-27 20:05:00 main:574] : INFO : Epoch 584 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 1879.74 ms [2020-12-27 20:05:02 main:574] : INFO : Epoch 585 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 1848.39 ms [2020-12-27 20:05:03 main:574] : INFO : Epoch 586 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 1843.53 ms [2020-12-27 20:05:05 main:574] : INFO : Epoch 587 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 1855.53 ms [2020-12-27 20:05:07 main:574] : INFO : Epoch 588 | loss: 0.0311641 | val_loss: 0.0311715 | Time: 1865.13 ms [2020-12-27 20:05:09 main:574] : INFO : Epoch 589 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 1833.5 ms [2020-12-27 20:05:11 main:574] : INFO : Epoch 590 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1860.84 ms [2020-12-27 20:05:13 main:574] : INFO : Epoch 591 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1841.67 ms [2020-12-27 20:05:15 main:574] : INFO : Epoch 592 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1845.39 ms [2020-12-27 20:05:16 main:574] : INFO : Epoch 593 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1887.11 ms [2020-12-27 20:05:18 main:574] : INFO : Epoch 594 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1868.52 ms [2020-12-27 20:05:20 main:574] : INFO : Epoch 595 | loss: 0.0311655 | val_loss: 0.0311659 | Time: 1870.05 ms [2020-12-27 20:05:22 main:574] : INFO : Epoch 596 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 1847.7 ms [2020-12-27 20:05:24 main:574] : INFO : Epoch 597 | loss: 0.031164 | val_loss: 0.0311675 | Time: 1851.73 ms [2020-12-27 20:05:26 main:574] : INFO : Epoch 598 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 1850.96 ms [2020-12-27 20:05:28 main:574] : INFO : Epoch 599 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 1863.11 ms [2020-12-27 20:05:30 main:574] : INFO : Epoch 600 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1852.72 ms [2020-12-27 20:05:31 main:574] : INFO : Epoch 601 | loss: 0.0311635 | val_loss: 0.0311663 | Time: 1870.04 ms [2020-12-27 20:05:33 main:574] : INFO : Epoch 602 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 1881.58 ms [2020-12-27 20:05:35 main:574] : INFO : Epoch 603 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1852.49 ms [2020-12-27 20:05:37 main:574] : INFO : Epoch 604 | loss: 0.0311639 | val_loss: 0.031169 | Time: 1853.68 ms [2020-12-27 20:05:39 main:574] : INFO : Epoch 605 | loss: 0.031163 | val_loss: 0.0311705 | Time: 1857.53 ms [2020-12-27 20:05:41 main:574] : INFO : Epoch 606 | loss: 0.0311635 | val_loss: 0.031171 | Time: 1836.09 ms [2020-12-27 20:05:43 main:574] : INFO : Epoch 607 | loss: 0.031165 | val_loss: 0.0311729 | Time: 1859.78 ms [2020-12-27 20:05:45 main:574] : INFO : Epoch 608 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 1871.17 ms [2020-12-27 20:05:46 main:574] : INFO : Epoch 609 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 1846.29 ms [2020-12-27 20:05:48 main:574] : INFO : Epoch 610 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 1850.33 ms [2020-12-27 20:05:50 main:574] : INFO : Epoch 611 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 1833.85 ms [2020-12-27 20:05:52 main:574] : INFO : Epoch 612 | loss: 0.031166 | val_loss: 0.03117 | Time: 1854.41 ms [2020-12-27 20:05:54 main:574] : INFO : Epoch 613 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 1842.26 ms [2020-12-27 20:05:56 main:574] : INFO : Epoch 614 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 1853.16 ms [2020-12-27 20:05:58 main:574] : INFO : Epoch 615 | loss: 0.0311655 | val_loss: 0.031168 | Time: 1835.4 ms [2020-12-27 20:05:59 main:574] : INFO : Epoch 616 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 1849.19 ms [2020-12-27 20:06:01 main:574] : INFO : Epoch 617 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 1863.6 ms [2020-12-27 20:06:03 main:574] : INFO : Epoch 618 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1842.52 ms [2020-12-27 20:06:05 main:574] : INFO : Epoch 619 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1833.05 ms [2020-12-27 20:06:07 main:574] : INFO : Epoch 620 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 1869.29 ms [2020-12-27 20:06:09 main:574] : INFO : Epoch 621 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 1856.26 ms [2020-12-27 20:06:11 main:574] : INFO : Epoch 622 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1840.54 ms [2020-12-27 20:06:12 main:574] : INFO : Epoch 623 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 1840.19 ms [2020-12-27 20:06:14 main:574] : INFO : Epoch 624 | loss: 0.031159 | val_loss: 0.031171 | Time: 1850.63 ms [2020-12-27 20:06:16 main:574] : INFO : Epoch 625 | loss: 0.0311603 | val_loss: 0.0311755 | Time: 1841.69 ms [2020-12-27 20:06:18 main:574] : INFO : Epoch 626 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 1847.6 ms [2020-12-27 20:06:20 main:574] : INFO : Epoch 627 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1862.48 ms [2020-12-27 20:06:22 main:574] : INFO : Epoch 628 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1896.27 ms [2020-12-27 20:06:24 main:574] : INFO : Epoch 629 | loss: 0.031158 | val_loss: 0.0311688 | Time: 1842.83 ms [2020-12-27 20:06:26 main:574] : INFO : Epoch 630 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1867.89 ms [2020-12-27 20:06:27 main:574] : INFO : Epoch 631 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 1845.13 ms [2020-12-27 20:06:29 main:574] : INFO : Epoch 632 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1881.88 ms [2020-12-27 20:06:31 main:574] : INFO : Epoch 633 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 1862.74 ms [2020-12-27 20:06:33 main:574] : INFO : Epoch 634 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 1851.6 ms [2020-12-27 20:06:35 main:574] : INFO : Epoch 635 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 1861.13 ms [2020-12-27 20:06:37 main:574] : INFO : Epoch 636 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1855.41 ms [2020-12-27 20:06:39 main:574] : INFO : Epoch 637 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 1849.56 ms [2020-12-27 20:06:40 main:574] : INFO : Epoch 638 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 1850.72 ms [2020-12-27 20:06:42 main:574] : INFO : Epoch 639 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 1840.08 ms [2020-12-27 20:06:44 main:574] : INFO : Epoch 640 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 1872.61 ms [2020-12-27 20:06:46 main:574] : INFO : Epoch 641 | loss: 0.0311584 | val_loss: 0.0311768 | Time: 1855.99 ms [2020-12-27 20:06:48 main:574] : INFO : Epoch 642 | loss: 0.0311593 | val_loss: 0.0311727 | Time: 1866.86 ms [2020-12-27 20:06:50 main:574] : INFO : Epoch 643 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 1859.26 ms [2020-12-27 20:06:52 main:574] : INFO : Epoch 644 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1869.71 ms [2020-12-27 20:06:54 main:574] : INFO : Epoch 645 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 1849.74 ms [2020-12-27 20:06:55 main:574] : INFO : Epoch 646 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 1844.82 ms [2020-12-27 20:06:57 main:574] : INFO : Epoch 647 | loss: 0.031161 | val_loss: 0.0311767 | Time: 1837.65 ms [2020-12-27 20:06:59 main:574] : INFO : Epoch 648 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 1862.62 ms [2020-12-27 20:07:01 main:574] : INFO : Epoch 649 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 1845.6 ms [2020-12-27 20:07:03 main:574] : INFO : Epoch 650 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 1843.4 ms [2020-12-27 20:07:05 main:574] : INFO : Epoch 651 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1885.87 ms [2020-12-27 20:07:07 main:574] : INFO : Epoch 652 | loss: 0.0311626 | val_loss: 0.0311816 | Time: 1867.48 ms [2020-12-27 20:07:08 main:574] : INFO : Epoch 653 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1858.77 ms [2020-12-27 20:07:10 main:574] : INFO : Epoch 654 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1852.7 ms [2020-12-27 20:07:12 main:574] : INFO : Epoch 655 | loss: 0.0311588 | val_loss: 0.031175 | Time: 1858.91 ms [2020-12-27 20:07:14 main:574] : INFO : Epoch 656 | loss: 0.0311607 | val_loss: 0.0311734 | Time: 1841.14 ms [2020-12-27 20:07:16 main:574] : INFO : Epoch 657 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1840.47 ms [2020-12-27 20:07:18 main:574] : INFO : Epoch 658 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1822.31 ms [2020-12-27 20:07:20 main:574] : INFO : Epoch 659 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1827.02 ms [2020-12-27 20:07:21 main:574] : INFO : Epoch 660 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 1854.67 ms [2020-12-27 20:07:23 main:574] : INFO : Epoch 661 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 1867.74 ms [2020-12-27 20:07:25 main:574] : INFO : Epoch 662 | loss: 0.031162 | val_loss: 0.0311719 | Time: 1851.32 ms [2020-12-27 20:07:27 main:574] : INFO : Epoch 663 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 1852.45 ms [2020-12-27 20:07:29 main:574] : INFO : Epoch 664 | loss: 0.0311579 | val_loss: 0.031172 | Time: 1845.75 ms [2020-12-27 20:07:31 main:574] : INFO : Epoch 665 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 1871.32 ms [2020-12-27 20:07:33 main:574] : INFO : Epoch 666 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 1857.7 ms [2020-12-27 20:07:35 main:574] : INFO : Epoch 667 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 1854.54 ms [2020-12-27 20:07:36 main:574] : INFO : Epoch 668 | loss: 0.0311625 | val_loss: 0.031168 | Time: 1855.65 ms [2020-12-27 20:07:38 main:574] : INFO : Epoch 669 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 1865.76 ms [2020-12-27 20:07:40 main:574] : INFO : Epoch 670 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 1839.66 ms [2020-12-27 20:07:42 main:574] : INFO : Epoch 671 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1852.68 ms [2020-12-27 20:07:44 main:574] : INFO : Epoch 672 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1865.94 ms [2020-12-27 20:07:46 main:574] : INFO : Epoch 673 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 1868.12 ms [2020-12-27 20:07:48 main:574] : INFO : Epoch 674 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 1845.3 ms [2020-12-27 20:07:50 main:574] : INFO : Epoch 675 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 1872.31 ms [2020-12-27 20:07:51 main:574] : INFO : Epoch 676 | loss: 0.0311562 | val_loss: 0.0311683 | Time: 1849.74 ms [2020-12-27 20:07:53 main:574] : INFO : Epoch 677 | loss: 0.031156 | val_loss: 0.0311724 | Time: 1867.36 ms [2020-12-27 20:07:55 main:574] : INFO : Epoch 678 | loss: 0.031156 | val_loss: 0.0311713 | Time: 1840.3 ms [2020-12-27 20:07:57 main:574] : INFO : Epoch 679 | loss: 0.0311563 | val_loss: 0.0311721 | Time: 1857.15 ms [2020-12-27 20:07:59 main:574] : INFO : Epoch 680 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1834.4 ms [2020-12-27 20:08:01 main:574] : INFO : Epoch 681 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 1858.53 ms [2020-12-27 20:08:03 main:574] : INFO : Epoch 682 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1853.05 ms [2020-12-27 20:08:04 main:574] : INFO : Epoch 683 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1864.49 ms [2020-12-27 20:08:06 main:574] : INFO : Epoch 684 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1831.16 ms [2020-12-27 20:08:08 main:574] : INFO : Epoch 685 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 1833.69 ms [2020-12-27 20:08:10 main:574] : INFO : Epoch 686 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 1848.42 ms [2020-12-27 20:08:12 main:574] : INFO : Epoch 687 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 1869.51 ms [2020-12-27 20:08:14 main:574] : INFO : Epoch 688 | loss: 0.03116 | val_loss: 0.0311699 | Time: 1841.69 ms [2020-12-27 20:08:16 main:574] : INFO : Epoch 689 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 1861.67 ms [2020-12-27 20:08:17 main:574] : INFO : Epoch 690 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 1839.13 ms [2020-12-27 20:08:19 main:574] : INFO : Epoch 691 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1865.77 ms [2020-12-27 20:08:21 main:574] : INFO : Epoch 692 | loss: 0.0311571 | val_loss: 0.0311725 | Time: 1855.22 ms [2020-12-27 20:08:23 main:574] : INFO : Epoch 693 | loss: 0.0311585 | val_loss: 0.0311682 | Time: 1840.31 ms [2020-12-27 20:08:25 main:574] : INFO : Epoch 694 | loss: 0.031161 | val_loss: 0.0311759 | Time: 1853.24 ms [2020-12-27 20:08:27 main:574] : INFO : Epoch 695 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 1855.92 ms [2020-12-27 20:08:29 main:574] : INFO : Epoch 696 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1861.63 ms [2020-12-27 20:08:31 main:574] : INFO : Epoch 697 | loss: 0.0311617 | val_loss: 0.0311711 | Time: 1852.37 ms [2020-12-27 20:08:32 main:574] : INFO : Epoch 698 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 1854.06 ms [2020-12-27 20:08:34 main:574] : INFO : Epoch 699 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1843.53 ms [2020-12-27 20:08:36 main:574] : INFO : Epoch 700 | loss: 0.031161 | val_loss: 0.0311675 | Time: 1858.14 ms [2020-12-27 20:08:38 main:574] : INFO : Epoch 701 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1831.6 ms [2020-12-27 20:08:40 main:574] : INFO : Epoch 702 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 1873.59 ms [2020-12-27 20:08:42 main:574] : INFO : Epoch 703 | loss: 0.0311583 | val_loss: 0.031171 | Time: 1832.62 ms [2020-12-27 20:08:44 main:574] : INFO : Epoch 704 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 1868.24 ms [2020-12-27 20:08:45 main:574] : INFO : Epoch 705 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1855.91 ms [2020-12-27 20:08:47 main:574] : INFO : Epoch 706 | loss: 0.031156 | val_loss: 0.0311687 | Time: 1866.55 ms [2020-12-27 20:08:49 main:574] : INFO : Epoch 707 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 1839.03 ms [2020-12-27 20:08:51 main:574] : INFO : Epoch 708 | loss: 0.031157 | val_loss: 0.0311671 | Time: 1870.51 ms [2020-12-27 20:08:53 main:574] : INFO : Epoch 709 | loss: 0.0311555 | val_loss: 0.0311679 | Time: 1841.53 ms [2020-12-27 20:08:55 main:574] : INFO : Epoch 710 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1847.39 ms [2020-12-27 20:08:57 main:574] : INFO : Epoch 711 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 1853.54 ms [2020-12-27 20:08:58 main:574] : INFO : Epoch 712 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 1851.82 ms [2020-12-27 20:09:00 main:574] : INFO : Epoch 713 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 1846.34 ms [2020-12-27 20:09:02 main:574] : INFO : Epoch 714 | loss: 0.031157 | val_loss: 0.03117 | Time: 1841.87 ms [2020-12-27 20:09:04 main:574] : INFO : Epoch 715 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 1859.32 ms [2020-12-27 20:09:06 main:574] : INFO : Epoch 716 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 1876.23 ms [2020-12-27 20:09:08 main:574] : INFO : Epoch 717 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 1842.99 ms [2020-12-27 20:09:10 main:574] : INFO : Epoch 718 | loss: 0.0311565 | val_loss: 0.031175 | Time: 1864.14 ms [2020-12-27 20:09:12 main:574] : INFO : Epoch 719 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 1861.51 ms [2020-12-27 20:09:13 main:574] : INFO : Epoch 720 | loss: 0.031157 | val_loss: 0.0311701 | Time: 1864.67 ms [2020-12-27 20:09:15 main:574] : INFO : Epoch 721 | loss: 0.0311574 | val_loss: 0.031168 | Time: 1832.49 ms [2020-12-27 20:09:17 main:574] : INFO : Epoch 722 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1893.57 ms [2020-12-27 20:09:19 main:574] : INFO : Epoch 723 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 1834.52 ms [2020-12-27 20:09:21 main:574] : INFO : Epoch 724 | loss: 0.0311666 | val_loss: 0.0311689 | Time: 1844.98 ms [2020-12-27 20:09:23 main:574] : INFO : Epoch 725 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 1852.5 ms [2020-12-27 20:09:25 main:574] : INFO : Epoch 726 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1865.25 ms [2020-12-27 20:09:26 main:574] : INFO : Epoch 727 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1849.74 ms [2020-12-27 20:09:28 main:574] : INFO : Epoch 728 | loss: 0.031165 | val_loss: 0.0311677 | Time: 1862.53 ms [2020-12-27 20:09:30 main:574] : INFO : Epoch 729 | loss: 0.0311633 | val_loss: 0.031169 | Time: 1850.96 ms [2020-12-27 20:09:32 main:574] : INFO : Epoch 730 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 1882.97 ms [2020-12-27 20:09:34 main:574] : INFO : Epoch 731 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 1880.01 ms [2020-12-27 20:09:36 main:574] : INFO : Epoch 732 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1863.07 ms [2020-12-27 20:09:38 main:574] : INFO : Epoch 733 | loss: 0.03116 | val_loss: 0.0311668 | Time: 1858.86 ms [2020-12-27 20:09:40 main:574] : INFO : Epoch 734 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 1890.16 ms [2020-12-27 20:09:41 main:574] : INFO : Epoch 735 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1860.42 ms [2020-12-27 20:09:43 main:574] : INFO : Epoch 736 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 1856.4 ms [2020-12-27 20:09:45 main:574] : INFO : Epoch 737 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1863.98 ms [2020-12-27 20:09:47 main:574] : INFO : Epoch 738 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 1868.11 ms [2020-12-27 20:09:49 main:574] : INFO : Epoch 739 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 1852.99 ms [2020-12-27 20:09:51 main:574] : INFO : Epoch 740 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1858.87 ms [2020-12-27 20:09:53 main:574] : INFO : Epoch 741 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 1854.93 ms [2020-12-27 20:09:55 main:574] : INFO : Epoch 742 | loss: 0.0311603 | val_loss: 0.0311809 | Time: 1861.85 ms [2020-12-27 20:09:56 main:574] : INFO : Epoch 743 | loss: 0.0311868 | val_loss: 0.0312018 | Time: 1835.56 ms [2020-12-27 20:09:58 main:574] : INFO : Epoch 744 | loss: 0.031795 | val_loss: 0.0313826 | Time: 1859.04 ms [2020-12-27 20:10:00 main:574] : INFO : Epoch 745 | loss: 0.0435106 | val_loss: 0.0324471 | Time: 1853.27 ms [2020-12-27 20:10:02 main:574] : INFO : Epoch 746 | loss: 0.0328882 | val_loss: 0.0321282 | Time: 1873.57 ms [2020-12-27 20:10:04 main:574] : INFO : Epoch 747 | loss: 0.0315154 | val_loss: 0.0313262 | Time: 1859.98 ms [2020-12-27 20:10:06 main:574] : INFO : Epoch 748 | loss: 0.0312498 | val_loss: 0.0312079 | Time: 1880.99 ms [2020-12-27 20:10:08 main:574] : INFO : Epoch 749 | loss: 0.0312023 | val_loss: 0.0311956 | Time: 1839.37 ms [2020-12-27 20:10:10 main:574] : INFO : Epoch 750 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1875.78 ms [2020-12-27 20:10:11 main:574] : INFO : Epoch 751 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 1856.66 ms [2020-12-27 20:10:13 main:574] : INFO : Epoch 752 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1862.15 ms [2020-12-27 20:10:15 main:574] : INFO : Epoch 753 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 1856.04 ms [2020-12-27 20:10:17 main:574] : INFO : Epoch 754 | loss: 0.031179 | val_loss: 0.0311812 | Time: 1876.16 ms [2020-12-27 20:10:19 main:574] : INFO : Epoch 755 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1858.82 ms [2020-12-27 20:10:21 main:574] : INFO : Epoch 756 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 1865.82 ms [2020-12-27 20:10:23 main:574] : INFO : Epoch 757 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1842.91 ms [2020-12-27 20:10:25 main:574] : INFO : Epoch 758 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 1881.52 ms [2020-12-27 20:10:26 main:574] : INFO : Epoch 759 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 1846.84 ms [2020-12-27 20:10:28 main:574] : INFO : Epoch 760 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1857.18 ms [2020-12-27 20:10:30 main:574] : INFO : Epoch 761 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1872.19 ms [2020-12-27 20:10:32 main:574] : INFO : Epoch 762 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 1849.29 ms [2020-12-27 20:10:34 main:574] : INFO : Epoch 763 | loss: 0.031171 | val_loss: 0.0311742 | Time: 1849.11 ms [2020-12-27 20:10:36 main:574] : INFO : Epoch 764 | loss: 0.03117 | val_loss: 0.0311735 | Time: 1843.6 ms [2020-12-27 20:10:38 main:574] : INFO : Epoch 765 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1858.02 ms [2020-12-27 20:10:39 main:574] : INFO : Epoch 766 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1851.78 ms [2020-12-27 20:10:41 main:574] : INFO : Epoch 767 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 1875.91 ms [2020-12-27 20:10:43 main:574] : INFO : Epoch 768 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 1846.71 ms [2020-12-27 20:10:45 main:574] : INFO : Epoch 769 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 1864.57 ms [2020-12-27 20:10:47 main:574] : INFO : Epoch 770 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 1849.55 ms [2020-12-27 20:10:49 main:574] : INFO : Epoch 771 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1869.56 ms [2020-12-27 20:10:51 main:574] : INFO : Epoch 772 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1865.4 ms [2020-12-27 20:10:53 main:574] : INFO : Epoch 773 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 1889.13 ms [2020-12-27 20:10:54 main:574] : INFO : Epoch 774 | loss: 0.031167 | val_loss: 0.0311713 | Time: 1862.95 ms [2020-12-27 20:10:56 main:574] : INFO : Epoch 775 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 1861.62 ms [2020-12-27 20:10:58 main:574] : INFO : Epoch 776 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 1866.06 ms [2020-12-27 20:11:00 main:574] : INFO : Epoch 777 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 1880.6 ms [2020-12-27 20:11:02 main:574] : INFO : Epoch 778 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 1862.69 ms [2020-12-27 20:11:04 main:574] : INFO : Epoch 779 | loss: 0.031166 | val_loss: 0.0311743 | Time: 1876.91 ms [2020-12-27 20:11:06 main:574] : INFO : Epoch 780 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1862.37 ms [2020-12-27 20:11:08 main:574] : INFO : Epoch 781 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 1877.05 ms [2020-12-27 20:11:10 main:574] : INFO : Epoch 782 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1862.22 ms [2020-12-27 20:11:11 main:574] : INFO : Epoch 783 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1884.43 ms [2020-12-27 20:11:13 main:574] : INFO : Epoch 784 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1873.91 ms [2020-12-27 20:11:15 main:574] : INFO : Epoch 785 | loss: 0.0311655 | val_loss: 0.03117 | Time: 1884.47 ms [2020-12-27 20:11:17 main:574] : INFO : Epoch 786 | loss: 0.031165 | val_loss: 0.0311702 | Time: 1880.05 ms [2020-12-27 20:11:19 main:574] : INFO : Epoch 787 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 1879.39 ms [2020-12-27 20:11:21 main:574] : INFO : Epoch 788 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 1859.54 ms [2020-12-27 20:11:23 main:574] : INFO : Epoch 789 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 1890.74 ms [2020-12-27 20:11:25 main:574] : INFO : Epoch 790 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1865.85 ms [2020-12-27 20:11:27 main:574] : INFO : Epoch 791 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1880.55 ms [2020-12-27 20:11:28 main:574] : INFO : Epoch 792 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 1874.32 ms [2020-12-27 20:11:30 main:574] : INFO : Epoch 793 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1882.33 ms [2020-12-27 20:11:32 main:574] : INFO : Epoch 794 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1878.94 ms [2020-12-27 20:11:34 main:574] : INFO : Epoch 795 | loss: 0.031164 | val_loss: 0.0311689 | Time: 1875.61 ms [2020-12-27 20:11:36 main:574] : INFO : Epoch 796 | loss: 0.031164 | val_loss: 0.0311693 | Time: 1880.53 ms [2020-12-27 20:11:38 main:574] : INFO : Epoch 797 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 1889.93 ms [2020-12-27 20:11:40 main:574] : INFO : Epoch 798 | loss: 0.0311636 | val_loss: 0.0311691 | Time: 1855.02 ms [2020-12-27 20:11:42 main:574] : INFO : Epoch 799 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 1879.06 ms [2020-12-27 20:11:44 main:574] : INFO : Epoch 800 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 1854.92 ms [2020-12-27 20:11:45 main:574] : INFO : Epoch 801 | loss: 0.0311634 | val_loss: 0.031169 | Time: 1880.6 ms [2020-12-27 20:11:47 main:574] : INFO : Epoch 802 | loss: 0.031163 | val_loss: 0.031172 | Time: 1876.93 ms [2020-12-27 20:11:49 main:574] : INFO : Epoch 803 | loss: 0.0311638 | val_loss: 0.0311703 | Time: 1874.17 ms [2020-12-27 20:11:51 main:574] : INFO : Epoch 804 | loss: 0.031163 | val_loss: 0.0311691 | Time: 1866.11 ms [2020-12-27 20:11:53 main:574] : INFO : Epoch 805 | loss: 0.0311635 | val_loss: 0.0311683 | Time: 1870.8 ms [2020-12-27 20:11:55 main:574] : INFO : Epoch 806 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 1850.94 ms [2020-12-27 20:11:57 main:574] : INFO : Epoch 807 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 1874.48 ms [2020-12-27 20:11:59 main:574] : INFO : Epoch 808 | loss: 0.0311622 | val_loss: 0.0311677 | Time: 1858.94 ms [2020-12-27 20:12:00 main:574] : INFO : Epoch 809 | loss: 0.031162 | val_loss: 0.0311682 | Time: 1885.14 ms [2020-12-27 20:12:02 main:574] : INFO : Epoch 810 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 1869.77 ms [2020-12-27 20:12:04 main:574] : INFO : Epoch 811 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1865.6 ms [2020-12-27 20:12:06 main:574] : INFO : Epoch 812 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 1856.6 ms [2020-12-27 20:12:08 main:574] : INFO : Epoch 813 | loss: 0.0311621 | val_loss: 0.0311663 | Time: 1872.08 ms [2020-12-27 20:12:10 main:574] : INFO : Epoch 814 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 1865.25 ms [2020-12-27 20:12:12 main:574] : INFO : Epoch 815 | loss: 0.0311615 | val_loss: 0.031166 | Time: 1876.88 ms [2020-12-27 20:12:14 main:574] : INFO : Epoch 816 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 1864.89 ms [2020-12-27 20:12:16 main:574] : INFO : Epoch 817 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 1892.62 ms [2020-12-27 20:12:17 main:574] : INFO : Epoch 818 | loss: 0.0311599 | val_loss: 0.031167 | Time: 1867.8 ms [2020-12-27 20:12:19 main:574] : INFO : Epoch 819 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 1872.57 ms [2020-12-27 20:12:21 main:574] : INFO : Epoch 820 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 1885.6 ms [2020-12-27 20:12:23 main:574] : INFO : Epoch 821 | loss: 0.0311597 | val_loss: 0.031167 | Time: 1863.3 ms [2020-12-27 20:12:25 main:574] : INFO : Epoch 822 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 1870.7 ms [2020-12-27 20:12:27 main:574] : INFO : Epoch 823 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 1876.61 ms [2020-12-27 20:12:29 main:574] : INFO : Epoch 824 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 1870 ms [2020-12-27 20:12:31 main:574] : INFO : Epoch 825 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 1885.42 ms [2020-12-27 20:12:32 main:574] : INFO : Epoch 826 | loss: 0.0311595 | val_loss: 0.0311654 | Time: 1882.89 ms [2020-12-27 20:12:34 main:574] : INFO : Epoch 827 | loss: 0.0311587 | val_loss: 0.0311656 | Time: 1864.22 ms [2020-12-27 20:12:36 main:574] : INFO : Epoch 828 | loss: 0.031159 | val_loss: 0.0311654 | Time: 1854.68 ms [2020-12-27 20:12:38 main:574] : INFO : Epoch 829 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1884.48 ms [2020-12-27 20:12:40 main:574] : INFO : Epoch 830 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 1886.02 ms [2020-12-27 20:12:42 main:574] : INFO : Epoch 831 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 1877.83 ms [2020-12-27 20:12:44 main:574] : INFO : Epoch 832 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 1848.14 ms [2020-12-27 20:12:46 main:574] : INFO : Epoch 833 | loss: 0.0311587 | val_loss: 0.0311652 | Time: 1889.62 ms [2020-12-27 20:12:48 main:574] : INFO : Epoch 834 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 1866.69 ms [2020-12-27 20:12:49 main:574] : INFO : Epoch 835 | loss: 0.0311588 | val_loss: 0.0311644 | Time: 1874.63 ms [2020-12-27 20:12:51 main:574] : INFO : Epoch 836 | loss: 0.031159 | val_loss: 0.0311667 | Time: 1878.19 ms [2020-12-27 20:12:53 main:574] : INFO : Epoch 837 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 1879.34 ms [2020-12-27 20:12:55 main:574] : INFO : Epoch 838 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 1853.32 ms [2020-12-27 20:12:57 main:574] : INFO : Epoch 839 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 1870.01 ms [2020-12-27 20:12:59 main:574] : INFO : Epoch 840 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 1874.87 ms [2020-12-27 20:13:01 main:574] : INFO : Epoch 841 | loss: 0.0311582 | val_loss: 0.0311659 | Time: 1868.7 ms [2020-12-27 20:13:03 main:574] : INFO : Epoch 842 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1874.96 ms [2020-12-27 20:13:04 main:574] : INFO : Epoch 843 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 1862.72 ms [2020-12-27 20:13:06 main:574] : INFO : Epoch 844 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1866.1 ms [2020-12-27 20:13:08 main:574] : INFO : Epoch 845 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1888.98 ms [2020-12-27 20:13:10 main:574] : INFO : Epoch 846 | loss: 0.0311582 | val_loss: 0.0311659 | Time: 1882.48 ms [2020-12-27 20:13:12 main:574] : INFO : Epoch 847 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 1864.98 ms [2020-12-27 20:13:14 main:574] : INFO : Epoch 848 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 1863.24 ms [2020-12-27 20:13:16 main:574] : INFO : Epoch 849 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 1883.82 ms [2020-12-27 20:13:18 main:574] : INFO : Epoch 850 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 1858.65 ms [2020-12-27 20:13:20 main:574] : INFO : Epoch 851 | loss: 0.0311582 | val_loss: 0.031166 | Time: 1867.04 ms [2020-12-27 20:13:21 main:574] : INFO : Epoch 852 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 1861.58 ms [2020-12-27 20:13:23 main:574] : INFO : Epoch 853 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 1891.79 ms [2020-12-27 20:13:25 main:574] : INFO : Epoch 854 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 1880.01 ms [2020-12-27 20:13:27 main:574] : INFO : Epoch 855 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 1872.76 ms [2020-12-27 20:13:29 main:574] : INFO : Epoch 856 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 1876.84 ms [2020-12-27 20:13:31 main:574] : INFO : Epoch 857 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1880.33 ms [2020-12-27 20:13:33 main:574] : INFO : Epoch 858 | loss: 0.0311629 | val_loss: 0.0311676 | Time: 1871.43 ms [2020-12-27 20:13:35 main:574] : INFO : Epoch 859 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1887.79 ms [2020-12-27 20:13:37 main:574] : INFO : Epoch 860 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 1872.64 ms [2020-12-27 20:13:38 main:574] : INFO : Epoch 861 | loss: 0.0311615 | val_loss: 0.0311657 | Time: 1890.38 ms [2020-12-27 20:13:40 main:574] : INFO : Epoch 862 | loss: 0.0311634 | val_loss: 0.0311667 | Time: 1871.71 ms [2020-12-27 20:13:42 main:574] : INFO : Epoch 863 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 1880.96 ms [2020-12-27 20:13:44 main:574] : INFO : Epoch 864 | loss: 0.0311622 | val_loss: 0.0311667 | Time: 1874.04 ms [2020-12-27 20:13:46 main:574] : INFO : Epoch 865 | loss: 0.0311636 | val_loss: 0.031166 | Time: 1851.98 ms [2020-12-27 20:13:48 main:574] : INFO : Epoch 866 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 1856.83 ms [2020-12-27 20:13:50 main:574] : INFO : Epoch 867 | loss: 0.0311619 | val_loss: 0.0311644 | Time: 1865.48 ms [2020-12-27 20:13:52 main:574] : INFO : Epoch 868 | loss: 0.0311644 | val_loss: 0.0311673 | Time: 1878.15 ms [2020-12-27 20:13:54 main:574] : INFO : Epoch 869 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1870.49 ms [2020-12-27 20:13:55 main:574] : INFO : Epoch 870 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 1867.74 ms [2020-12-27 20:13:57 main:574] : INFO : Epoch 871 | loss: 0.03116 | val_loss: 0.0311657 | Time: 1878.06 ms [2020-12-27 20:13:59 main:574] : INFO : Epoch 872 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 1871.07 ms [2020-12-27 20:14:01 main:574] : INFO : Epoch 873 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 1888.32 ms [2020-12-27 20:14:03 main:574] : INFO : Epoch 874 | loss: 0.0311597 | val_loss: 0.031167 | Time: 1891.37 ms [2020-12-27 20:14:05 main:574] : INFO : Epoch 875 | loss: 0.0311597 | val_loss: 0.0311669 | Time: 1877.15 ms [2020-12-27 20:14:07 main:574] : INFO : Epoch 876 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1907.81 ms [2020-12-27 20:14:09 main:574] : INFO : Epoch 877 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 1865.3 ms [2020-12-27 20:14:11 main:574] : INFO : Epoch 878 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 1859.07 ms [2020-12-27 20:14:12 main:574] : INFO : Epoch 879 | loss: 0.0311604 | val_loss: 0.031167 | Time: 1865.06 ms [2020-12-27 20:14:14 main:574] : INFO : Epoch 880 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 1886.51 ms [2020-12-27 20:14:16 main:574] : INFO : Epoch 881 | loss: 0.0311595 | val_loss: 0.031166 | Time: 1871.21 ms [2020-12-27 20:14:18 main:574] : INFO : Epoch 882 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 1859.64 ms [2020-12-27 20:14:20 main:574] : INFO : Epoch 883 | loss: 0.0311606 | val_loss: 0.0311661 | Time: 1845.71 ms [2020-12-27 20:14:22 main:574] : INFO : Epoch 884 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 1881.91 ms [2020-12-27 20:14:24 main:574] : INFO : Epoch 885 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 1883.45 ms [2020-12-27 20:14:26 main:574] : INFO : Epoch 886 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 1869.43 ms [2020-12-27 20:14:27 main:574] : INFO : Epoch 887 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 1865.97 ms [2020-12-27 20:14:29 main:574] : INFO : Epoch 888 | loss: 0.0311622 | val_loss: 0.0311668 | Time: 1888.03 ms [2020-12-27 20:14:31 main:574] : INFO : Epoch 889 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1882.16 ms [2020-12-27 20:14:33 main:574] : INFO : Epoch 890 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 1870.01 ms [2020-12-27 20:14:35 main:574] : INFO : Epoch 891 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 1878.55 ms [2020-12-27 20:14:37 main:574] : INFO : Epoch 892 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 1881.88 ms [2020-12-27 20:14:39 main:574] : INFO : Epoch 893 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 1882.41 ms [2020-12-27 20:14:41 main:574] : INFO : Epoch 894 | loss: 0.0311618 | val_loss: 0.0311665 | Time: 1870.25 ms [2020-12-27 20:14:43 main:574] : INFO : Epoch 895 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 1873.2 ms [2020-12-27 20:14:44 main:574] : INFO : Epoch 896 | loss: 0.031162 | val_loss: 0.0311668 | Time: 1868.78 ms [2020-12-27 20:14:46 main:574] : INFO : Epoch 897 | loss: 0.0311644 | val_loss: 0.0311669 | Time: 1871.66 ms [2020-12-27 20:14:48 main:574] : INFO : Epoch 898 | loss: 0.0311637 | val_loss: 0.0311655 | Time: 1879.88 ms [2020-12-27 20:14:50 main:574] : INFO : Epoch 899 | loss: 0.0311624 | val_loss: 0.0311647 | Time: 1878.25 ms [2020-12-27 20:14:52 main:574] : INFO : Epoch 900 | loss: 0.0311616 | val_loss: 0.0311641 | Time: 1899.36 ms [2020-12-27 20:14:54 main:574] : INFO : Epoch 901 | loss: 0.0311607 | val_loss: 0.0311648 | Time: 1859.85 ms [2020-12-27 20:14:56 main:574] : INFO : Epoch 902 | loss: 0.0311605 | val_loss: 0.0311644 | Time: 1870.43 ms [2020-12-27 20:14:58 main:574] : INFO : Epoch 903 | loss: 0.031161 | val_loss: 0.0311642 | Time: 1868.8 ms [2020-12-27 20:14:59 main:574] : INFO : Epoch 904 | loss: 0.0311593 | val_loss: 0.0311636 | Time: 1875.17 ms [2020-12-27 20:15:01 main:574] : INFO : Epoch 905 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 1876.28 ms [2020-12-27 20:15:03 main:574] : INFO : Epoch 906 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1886.48 ms [2020-12-27 20:15:05 main:574] : INFO : Epoch 907 | loss: 0.0311586 | val_loss: 0.0311633 | Time: 1879.7 ms [2020-12-27 20:15:07 main:574] : INFO : Epoch 908 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 1889.37 ms [2020-12-27 20:15:09 main:574] : INFO : Epoch 909 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1874.29 ms [2020-12-27 20:15:11 main:574] : INFO : Epoch 910 | loss: 0.0311592 | val_loss: 0.0311629 | Time: 1872.71 ms [2020-12-27 20:15:13 main:574] : INFO : Epoch 911 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1857.79 ms [2020-12-27 20:15:15 main:574] : INFO : Epoch 912 | loss: 0.0311597 | val_loss: 0.0311624 | Time: 1864.72 ms [2020-12-27 20:15:16 main:574] : INFO : Epoch 913 | loss: 0.0311577 | val_loss: 0.0311633 | Time: 1882.67 ms [2020-12-27 20:15:18 main:574] : INFO : Epoch 914 | loss: 0.0311581 | val_loss: 0.0311632 | Time: 1891.17 ms [2020-12-27 20:15:20 main:574] : INFO : Epoch 915 | loss: 0.0311582 | val_loss: 0.0311634 | Time: 1876.26 ms [2020-12-27 20:15:22 main:574] : INFO : Epoch 916 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 1872.02 ms [2020-12-27 20:15:24 main:574] : INFO : Epoch 917 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 1858.83 ms [2020-12-27 20:15:26 main:574] : INFO : Epoch 918 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 1870.15 ms [2020-12-27 20:15:28 main:574] : INFO : Epoch 919 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 1860.34 ms [2020-12-27 20:15:30 main:574] : INFO : Epoch 920 | loss: 0.0311564 | val_loss: 0.031165 | Time: 1866.94 ms [2020-12-27 20:15:32 main:574] : INFO : Epoch 921 | loss: 0.031156 | val_loss: 0.0311648 | Time: 1872 ms [2020-12-27 20:15:33 main:574] : INFO : Epoch 922 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 1881.18 ms [2020-12-27 20:15:35 main:574] : INFO : Epoch 923 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 1888.8 ms [2020-12-27 20:15:37 main:574] : INFO : Epoch 924 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 1878.6 ms [2020-12-27 20:15:39 main:574] : INFO : Epoch 925 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 1880.39 ms [2020-12-27 20:15:41 main:574] : INFO : Epoch 926 | loss: 0.0311555 | val_loss: 0.031167 | Time: 1880.45 ms [2020-12-27 20:15:43 main:574] : INFO : Epoch 927 | loss: 0.0311556 | val_loss: 0.0311664 | Time: 1884.33 ms [2020-12-27 20:15:45 main:574] : INFO : Epoch 928 | loss: 0.0311552 | val_loss: 0.031166 | Time: 1869.53 ms [2020-12-27 20:15:47 main:574] : INFO : Epoch 929 | loss: 0.0311539 | val_loss: 0.0311668 | Time: 1880.62 ms [2020-12-27 20:15:49 main:574] : INFO : Epoch 930 | loss: 0.0311551 | val_loss: 0.0311714 | Time: 1868.59 ms [2020-12-27 20:15:50 main:574] : INFO : Epoch 931 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 1863.29 ms [2020-12-27 20:15:52 main:574] : INFO : Epoch 932 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 1885.44 ms [2020-12-27 20:15:54 main:574] : INFO : Epoch 933 | loss: 0.031154 | val_loss: 0.0311684 | Time: 1881.15 ms [2020-12-27 20:15:56 main:574] : INFO : Epoch 934 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 1880.55 ms [2020-12-27 20:15:58 main:574] : INFO : Epoch 935 | loss: 0.0311538 | val_loss: 0.031165 | Time: 1881.61 ms [2020-12-27 20:16:00 main:574] : INFO : Epoch 936 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 1885.18 ms [2020-12-27 20:16:02 main:574] : INFO : Epoch 937 | loss: 0.0311545 | val_loss: 0.031167 | Time: 1903.76 ms [2020-12-27 20:16:04 main:574] : INFO : Epoch 938 | loss: 0.031154 | val_loss: 0.031169 | Time: 1855.43 ms [2020-12-27 20:16:06 main:574] : INFO : Epoch 939 | loss: 0.0311537 | val_loss: 0.0311657 | Time: 1870.35 ms [2020-12-27 20:16:07 main:574] : INFO : Epoch 940 | loss: 0.0311542 | val_loss: 0.0311661 | Time: 1872.58 ms [2020-12-27 20:16:09 main:574] : INFO : Epoch 941 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 1876.14 ms [2020-12-27 20:16:11 main:574] : INFO : Epoch 942 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 1877.28 ms [2020-12-27 20:16:13 main:574] : INFO : Epoch 943 | loss: 0.0311543 | val_loss: 0.0311652 | Time: 1860.64 ms [2020-12-27 20:16:15 main:574] : INFO : Epoch 944 | loss: 0.0311541 | val_loss: 0.0311651 | Time: 1888.31 ms [2020-12-27 20:16:17 main:574] : INFO : Epoch 945 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 1868.4 ms [2020-12-27 20:16:19 main:574] : INFO : Epoch 946 | loss: 0.031154 | val_loss: 0.0311662 | Time: 1883.48 ms [2020-12-27 20:16:21 main:574] : INFO : Epoch 947 | loss: 0.031154 | val_loss: 0.031167 | Time: 1880.96 ms [2020-12-27 20:16:23 main:574] : INFO : Epoch 948 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 1865.7 ms [2020-12-27 20:16:24 main:574] : INFO : Epoch 949 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1869.12 ms [2020-12-27 20:16:26 main:574] : INFO : Epoch 950 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1859.17 ms [2020-12-27 20:16:28 main:574] : INFO : Epoch 951 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 1866.38 ms [2020-12-27 20:16:30 main:574] : INFO : Epoch 952 | loss: 0.031154 | val_loss: 0.0311671 | Time: 1876.99 ms [2020-12-27 20:16:32 main:574] : INFO : Epoch 953 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1867.08 ms [2020-12-27 20:16:34 main:574] : INFO : Epoch 954 | loss: 0.0311595 | val_loss: 0.0311652 | Time: 1861.81 ms [2020-12-27 20:16:36 main:574] : INFO : Epoch 955 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 1836.24 ms [2020-12-27 20:16:38 main:574] : INFO : Epoch 956 | loss: 0.0311595 | val_loss: 0.031165 | Time: 1863.96 ms [2020-12-27 20:16:39 main:574] : INFO : Epoch 957 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 1858.45 ms [2020-12-27 20:16:41 main:574] : INFO : Epoch 958 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 1863.12 ms [2020-12-27 20:16:43 main:574] : INFO : Epoch 959 | loss: 0.031161 | val_loss: 0.0311706 | Time: 1868.27 ms [2020-12-27 20:16:45 main:574] : INFO : Epoch 960 | loss: 0.031163 | val_loss: 0.0311701 | Time: 1859.65 ms [2020-12-27 20:16:47 main:574] : INFO : Epoch 961 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1855.13 ms [2020-12-27 20:16:49 main:574] : INFO : Epoch 962 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1859.92 ms [2020-12-27 20:16:51 main:574] : INFO : Epoch 963 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 1862.8 ms [2020-12-27 20:16:53 main:574] : INFO : Epoch 964 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 1856.47 ms [2020-12-27 20:16:54 main:574] : INFO : Epoch 965 | loss: 0.031162 | val_loss: 0.0311724 | Time: 1884.99 ms [2020-12-27 20:16:56 main:574] : INFO : Epoch 966 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 1860.02 ms [2020-12-27 20:16:58 main:574] : INFO : Epoch 967 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1861.91 ms [2020-12-27 20:17:00 main:574] : INFO : Epoch 968 | loss: 0.0311627 | val_loss: 0.031169 | Time: 1878.02 ms [2020-12-27 20:17:02 main:574] : INFO : Epoch 969 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 1856.48 ms [2020-12-27 20:17:04 main:574] : INFO : Epoch 970 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 1862.16 ms [2020-12-27 20:17:06 main:574] : INFO : Epoch 971 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 1873.78 ms [2020-12-27 20:17:08 main:574] : INFO : Epoch 972 | loss: 0.0311667 | val_loss: 0.0311694 | Time: 1864.01 ms [2020-12-27 20:17:10 main:574] : INFO : Epoch 973 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 1862.79 ms [2020-12-27 20:17:11 main:574] : INFO : Epoch 974 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 1854.91 ms [2020-12-27 20:17:13 main:574] : INFO : Epoch 975 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1869.14 ms [2020-12-27 20:17:15 main:574] : INFO : Epoch 976 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 1867.63 ms [2020-12-27 20:17:17 main:574] : INFO : Epoch 977 | loss: 0.0311614 | val_loss: 0.0311702 | Time: 1868.87 ms [2020-12-27 20:17:19 main:574] : INFO : Epoch 978 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 1848.4 ms [2020-12-27 20:17:21 main:574] : INFO : Epoch 979 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 1878.04 ms [2020-12-27 20:17:23 main:574] : INFO : Epoch 980 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1886.94 ms [2020-12-27 20:17:25 main:574] : INFO : Epoch 981 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1862.1 ms [2020-12-27 20:17:26 main:574] : INFO : Epoch 982 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1859.74 ms [2020-12-27 20:17:28 main:574] : INFO : Epoch 983 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 1867.91 ms [2020-12-27 20:17:30 main:574] : INFO : Epoch 984 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 1880.29 ms [2020-12-27 20:17:32 main:574] : INFO : Epoch 985 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 1861.29 ms [2020-12-27 20:17:34 main:574] : INFO : Epoch 986 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 1844.18 ms [2020-12-27 20:17:36 main:574] : INFO : Epoch 987 | loss: 0.0311585 | val_loss: 0.0311711 | Time: 1839.76 ms [2020-12-27 20:17:38 main:574] : INFO : Epoch 988 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 1869.87 ms [2020-12-27 20:17:40 main:574] : INFO : Epoch 989 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 1878.35 ms [2020-12-27 20:17:41 main:574] : INFO : Epoch 990 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1867.54 ms [2020-12-27 20:17:43 main:574] : INFO : Epoch 991 | loss: 0.0311581 | val_loss: 0.031169 | Time: 1874.89 ms [2020-12-27 20:17:45 main:574] : INFO : Epoch 992 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 1871.62 ms [2020-12-27 20:17:47 main:574] : INFO : Epoch 993 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 1876.8 ms [2020-12-27 20:17:49 main:574] : INFO : Epoch 994 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1862.86 ms [2020-12-27 20:17:51 main:574] : INFO : Epoch 995 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1879.07 ms [2020-12-27 20:17:53 main:574] : INFO : Epoch 996 | loss: 0.0311594 | val_loss: 0.031169 | Time: 1862.11 ms [2020-12-27 20:17:55 main:574] : INFO : Epoch 997 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 1874.34 ms [2020-12-27 20:17:57 main:574] : INFO : Epoch 998 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1884.99 ms [2020-12-27 20:17:58 main:574] : INFO : Epoch 999 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 1883.15 ms [2020-12-27 20:18:00 main:574] : INFO : Epoch 1000 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 1866.96 ms [2020-12-27 20:18:02 main:574] : INFO : Epoch 1001 | loss: 0.031162 | val_loss: 0.0311691 | Time: 1862.19 ms [2020-12-27 20:18:04 main:574] : INFO : Epoch 1002 | loss: 0.03116 | val_loss: 0.0311688 | Time: 1863.74 ms [2020-12-27 20:18:06 main:574] : INFO : Epoch 1003 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 1882.75 ms [2020-12-27 20:18:08 main:574] : INFO : Epoch 1004 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 1870.82 ms [2020-12-27 20:18:10 main:574] : INFO : Epoch 1005 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 1876.54 ms [2020-12-27 20:18:12 main:574] : INFO : Epoch 1006 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1869.92 ms [2020-12-27 20:18:13 main:574] : INFO : Epoch 1007 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 1875.93 ms [2020-12-27 20:18:15 main:574] : INFO : Epoch 1008 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1881.8 ms [2020-12-27 20:18:17 main:574] : INFO : Epoch 1009 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 1889.67 ms [2020-12-27 20:18:19 main:574] : INFO : Epoch 1010 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 1845.38 ms [2020-12-27 20:18:21 main:574] : INFO : Epoch 1011 | loss: 0.031158 | val_loss: 0.0311696 | Time: 1881.62 ms [2020-12-27 20:18:23 main:574] : INFO : Epoch 1012 | loss: 0.0311591 | val_loss: 0.031169 | Time: 1867.92 ms [2020-12-27 20:18:25 main:574] : INFO : Epoch 1013 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 1865.36 ms [2020-12-27 20:18:27 main:574] : INFO : Epoch 1014 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1840.8 ms [2020-12-27 20:18:29 main:574] : INFO : Epoch 1015 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 1894.04 ms [2020-12-27 20:18:30 main:574] : INFO : Epoch 1016 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 1870.99 ms [2020-12-27 20:18:32 main:574] : INFO : Epoch 1017 | loss: 0.0311574 | val_loss: 0.0311693 | Time: 1881.17 ms [2020-12-27 20:18:34 main:574] : INFO : Epoch 1018 | loss: 0.031157 | val_loss: 0.0311678 | Time: 1883.75 ms [2020-12-27 20:18:36 main:574] : INFO : Epoch 1019 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1886.72 ms [2020-12-27 20:18:38 main:574] : INFO : Epoch 1020 | loss: 0.0311573 | val_loss: 0.031171 | Time: 1882.72 ms [2020-12-27 20:18:40 main:574] : INFO : Epoch 1021 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1894.06 ms [2020-12-27 20:18:42 main:574] : INFO : Epoch 1022 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 1849.63 ms [2020-12-27 20:18:44 main:574] : INFO : Epoch 1023 | loss: 0.0311564 | val_loss: 0.031171 | Time: 1881.04 ms [2020-12-27 20:18:46 main:574] : INFO : Epoch 1024 | loss: 0.031157 | val_loss: 0.0311684 | Time: 1854.63 ms [2020-12-27 20:18:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684 [2020-12-27 20:18:46 main:603] : INFO : Saving end state to config to file [2020-12-27 20:18:46 main:608] : INFO : Success, exiting.. 20:18:46 (12732): 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)