Task 3450184
| Name | ParityMachine-1605152377-2859-15_1 |
| Workunit | 1675188 |
| Created | 27 Dec 2020, 23:16:06 UTC |
| Sent | 28 Dec 2020, 0:22:42 UTC |
| Report deadline | 4 Jan 2021, 0:22:42 UTC |
| Received | 30 Dec 2020, 6:14:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 31 min 46 sec |
| CPU time | 31 min 19 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 | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1846.75 ms [2020-12-30 06:58:10 main:574] : INFO : Epoch 515 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1851.29 ms [2020-12-30 06:58:11 main:574] : INFO : Epoch 516 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 1847.39 ms [2020-12-30 06:58:13 main:574] : INFO : Epoch 517 | loss: 0.0311616 | val_loss: 0.031173 | Time: 1879.55 ms [2020-12-30 06:58:15 main:574] : INFO : Epoch 518 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 1848.02 ms [2020-12-30 06:58:17 main:574] : INFO : Epoch 519 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 1834.91 ms [2020-12-30 06:58:19 main:574] : INFO : Epoch 520 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 1824.56 ms [2020-12-30 06:58:21 main:574] : INFO : Epoch 521 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 1881.06 ms [2020-12-30 06:58:23 main:574] : INFO : Epoch 522 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 1847.71 ms [2020-12-30 06:58:25 main:574] : INFO : Epoch 523 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1862.2 ms [2020-12-30 06:58:26 main:574] : INFO : Epoch 524 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 1836.18 ms [2020-12-30 06:58:28 main:574] : INFO : Epoch 525 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 1850.79 ms [2020-12-30 06:58:30 main:574] : INFO : Epoch 526 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1861.46 ms [2020-12-30 06:58:32 main:574] : INFO : Epoch 527 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1851.45 ms [2020-12-30 06:58:34 main:574] : INFO : Epoch 528 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 1836.53 ms [2020-12-30 06:58:36 main:574] : INFO : Epoch 529 | loss: 0.0311577 | val_loss: 0.0311713 | Time: 1864.44 ms [2020-12-30 06:58:38 main:574] : INFO : Epoch 530 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1855.15 ms [2020-12-30 06:58:39 main:574] : INFO : Epoch 531 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 1854.44 ms [2020-12-30 06:58:41 main:574] : INFO : Epoch 532 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 1848.53 ms [2020-12-30 06:58:43 main:574] : INFO : Epoch 533 | loss: 0.0311616 | val_loss: 0.0311712 | Time: 1876.23 ms [2020-12-30 06:58:45 main:574] : INFO : Epoch 534 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 1841.82 ms [2020-12-30 06:58:47 main:574] : INFO : Epoch 535 | loss: 0.0311621 | val_loss: 0.0311771 | Time: 1843.45 ms [2020-12-30 06:58:49 main:574] : INFO : Epoch 536 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 1835.95 ms [2020-12-30 06:58:51 main:574] : INFO : Epoch 537 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 1867.79 ms [2020-12-30 06:58:52 main:574] : INFO : Epoch 538 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 1852.65 ms [2020-12-30 06:58:54 main:574] : INFO : Epoch 539 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 1852.78 ms [2020-12-30 06:58:56 main:574] : INFO : Epoch 540 | loss: 0.031164 | val_loss: 0.0311762 | Time: 1841.71 ms [2020-12-30 06:58:58 main:574] : INFO : Epoch 541 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 1875.75 ms [2020-12-30 06:59:00 main:574] : INFO : Epoch 542 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 1866.51 ms [2020-12-30 06:59:02 main:574] : INFO : Epoch 543 | loss: 0.031163 | val_loss: 0.031173 | Time: 1862.4 ms [2020-12-30 06:59:04 main:574] : INFO : Epoch 544 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 1853.49 ms [2020-12-30 06:59:06 main:574] : INFO : Epoch 545 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 1867.52 ms [2020-12-30 06:59:07 main:574] : INFO : Epoch 546 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 1858.11 ms [2020-12-30 06:59:09 main:574] : INFO : Epoch 547 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 1847.77 ms [2020-12-30 06:59:11 main:574] : INFO : Epoch 548 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 1861.56 ms [2020-12-30 06:59:13 main:574] : INFO : Epoch 549 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 1847.42 ms [2020-12-30 06:59:15 main:574] : INFO : Epoch 550 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1855.39 ms [2020-12-30 06:59:17 main:574] : INFO : Epoch 551 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1837.77 ms [2020-12-30 06:59:19 main:574] : INFO : Epoch 552 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1851.06 ms [2020-12-30 06:59:21 main:574] : INFO : Epoch 553 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 1850.94 ms [2020-12-30 06:59:22 main:574] : INFO : Epoch 554 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 1857 ms [2020-12-30 06:59:24 main:574] : INFO : Epoch 555 | loss: 0.0311615 | val_loss: 0.031172 | Time: 1837.89 ms [2020-12-30 06:59:26 main:574] : INFO : Epoch 556 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 1868.57 ms [2020-12-30 06:59:28 main:574] : INFO : Epoch 557 | loss: 0.0311615 | val_loss: 0.0311719 | Time: 1845.7 ms [2020-12-30 06:59:30 main:574] : INFO : Epoch 558 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 1830.27 ms [2020-12-30 06:59:32 main:574] : INFO : Epoch 559 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 1858.39 ms [2020-12-30 06:59:34 main:574] : INFO : Epoch 560 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1846.64 ms [2020-12-30 06:59:35 main:574] : INFO : Epoch 561 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 1840.29 ms [2020-12-30 06:59:37 main:574] : INFO : Epoch 562 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1841.68 ms [2020-12-30 06:59:39 main:574] : INFO : Epoch 563 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1842.4 ms [2020-12-30 06:59:41 main:574] : INFO : Epoch 564 | loss: 0.0317812 | val_loss: 0.0444795 | Time: 1862.05 ms [2020-12-30 06:59:43 main:574] : INFO : Epoch 565 | loss: 0.0388324 | val_loss: 0.0325135 | Time: 1866.96 ms [2020-12-30 06:59:45 main:574] : INFO : Epoch 566 | loss: 0.0317804 | val_loss: 0.0313358 | Time: 1864.98 ms [2020-12-30 06:59:47 main:574] : INFO : Epoch 567 | loss: 0.0313187 | val_loss: 0.0312486 | Time: 1855.43 ms [2020-12-30 06:59:48 main:574] : INFO : Epoch 568 | loss: 0.0312163 | val_loss: 0.031197 | Time: 1868.08 ms [2020-12-30 06:59:50 main:574] : INFO : Epoch 569 | loss: 0.0311827 | val_loss: 0.031182 | Time: 1827.72 ms [2020-12-30 06:59:52 main:574] : INFO : Epoch 570 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 1853.98 ms [2020-12-30 06:59:54 main:574] : INFO : Epoch 571 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 1849.72 ms [2020-12-30 06:59:56 main:574] : INFO : Epoch 572 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1848.1 ms [2020-12-30 06:59:58 main:574] : INFO : Epoch 573 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 1859.17 ms [2020-12-30 07:00:00 main:574] : INFO : Epoch 574 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1881.83 ms [2020-12-30 07:00:02 main:574] : INFO : Epoch 575 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 1860.28 ms [2020-12-30 07:00:03 main:574] : INFO : Epoch 576 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 1853.33 ms [2020-12-30 07:00:05 main:574] : INFO : Epoch 577 | loss: 0.0311624 | val_loss: 0.0311739 | Time: 1867.22 ms [2020-12-30 07:00:07 main:574] : INFO : Epoch 578 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1858.13 ms [2020-12-30 07:00:09 main:574] : INFO : Epoch 579 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 1867.29 ms [2020-12-30 07:00:11 main:574] : INFO : Epoch 580 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 1867.29 ms [2020-12-30 07:00:13 main:574] : INFO : Epoch 581 | loss: 0.031162 | val_loss: 0.0311719 | Time: 1874.74 ms [2020-12-30 07:00:15 main:574] : INFO : Epoch 582 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 1858.05 ms [2020-12-30 07:00:17 main:574] : INFO : Epoch 583 | loss: 0.0311612 | val_loss: 0.031173 | Time: 1883.23 ms [2020-12-30 07:00:18 main:574] : INFO : Epoch 584 | loss: 0.0311627 | val_loss: 0.031172 | Time: 1844.03 ms [2020-12-30 07:00:20 main:574] : INFO : Epoch 585 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1859.77 ms [2020-12-30 07:00:22 main:574] : INFO : Epoch 586 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 1842.39 ms [2020-12-30 07:00:24 main:574] : INFO : Epoch 587 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 1862.05 ms [2020-12-30 07:00:26 main:574] : INFO : Epoch 588 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 1844.38 ms [2020-12-30 07:00:28 main:574] : INFO : Epoch 589 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 1867.82 ms [2020-12-30 07:00:30 main:574] : INFO : Epoch 590 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 1865.02 ms [2020-12-30 07:00:31 main:574] : INFO : Epoch 591 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 1851.05 ms [2020-12-30 07:00:33 main:574] : INFO : Epoch 592 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 1870.39 ms [2020-12-30 07:00:35 main:574] : INFO : Epoch 593 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 1877.61 ms [2020-12-30 07:00:37 main:574] : INFO : Epoch 594 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 1847.83 ms [2020-12-30 07:00:39 main:574] : INFO : Epoch 595 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 1878.45 ms [2020-12-30 07:00:41 main:574] : INFO : Epoch 596 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 1839.33 ms [2020-12-30 07:00:43 main:574] : INFO : Epoch 597 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 1857.95 ms [2020-12-30 07:00:45 main:574] : INFO : Epoch 598 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 1850.42 ms [2020-12-30 07:00:46 main:574] : INFO : Epoch 599 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 1852.08 ms [2020-12-30 07:00:48 main:574] : INFO : Epoch 600 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 1841.95 ms [2020-12-30 07:00:50 main:574] : INFO : Epoch 601 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 1856.03 ms [2020-12-30 07:00:52 main:574] : INFO : Epoch 602 | loss: 0.0311601 | val_loss: 0.0311723 | Time: 1848.85 ms [2020-12-30 07:00:54 main:574] : INFO : Epoch 603 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 1862.32 ms [2020-12-30 07:00:56 main:574] : INFO : Epoch 604 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 1854.11 ms [2020-12-30 07:00:58 main:574] : INFO : Epoch 605 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 1852.35 ms [2020-12-30 07:00:59 main:574] : INFO : Epoch 606 | loss: 0.0311596 | val_loss: 0.03117 | Time: 1842.33 ms [2020-12-30 07:01:01 main:574] : INFO : Epoch 607 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1861.8 ms [2020-12-30 07:01:03 main:574] : INFO : Epoch 608 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 1852.9 ms [2020-12-30 07:01:05 main:574] : INFO : Epoch 609 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 1872.23 ms [2020-12-30 07:01:07 main:574] : INFO : Epoch 610 | loss: 0.0311595 | val_loss: 0.0311711 | Time: 1845.67 ms [2020-12-30 07:01:09 main:574] : INFO : Epoch 611 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 1855.92 ms [2020-12-30 07:01:11 main:574] : INFO : Epoch 612 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 1872.76 ms [2020-12-30 07:01:12 main:574] : INFO : Epoch 613 | loss: 0.0311598 | val_loss: 0.0311721 | Time: 1848.73 ms [2020-12-30 07:01:14 main:574] : INFO : Epoch 614 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 1862.94 ms [2020-12-30 07:01:16 main:574] : INFO : Epoch 615 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 1840.75 ms [2020-12-30 07:01:18 main:574] : INFO : Epoch 616 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1843.9 ms [2020-12-30 07:01:20 main:574] : INFO : Epoch 617 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 1851.88 ms [2020-12-30 07:01:22 main:574] : INFO : Epoch 618 | loss: 0.03116 | val_loss: 0.0311713 | Time: 1859.59 ms [2020-12-30 07:01:24 main:574] : INFO : Epoch 619 | loss: 0.03116 | val_loss: 0.0311701 | Time: 1847.38 ms [2020-12-30 07:01:26 main:574] : INFO : Epoch 620 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 1843.46 ms [2020-12-30 07:01:27 main:574] : INFO : Epoch 621 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1857.01 ms [2020-12-30 07:01:29 main:574] : INFO : Epoch 622 | loss: 0.0311592 | val_loss: 0.031171 | Time: 1851.8 ms [2020-12-30 07:01:31 main:574] : INFO : Epoch 623 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 1853.48 ms [2020-12-30 07:01:33 main:574] : INFO : Epoch 624 | loss: 0.0311593 | val_loss: 0.0311725 | Time: 1854.28 ms [2020-12-30 07:01:35 main:574] : INFO : Epoch 625 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 1844.76 ms [2020-12-30 07:01:37 main:574] : INFO : Epoch 626 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 1852.25 ms [2020-12-30 07:01:39 main:574] : INFO : Epoch 627 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 1857.14 ms [2020-12-30 07:01:40 main:574] : INFO : Epoch 628 | loss: 0.0311581 | val_loss: 0.0311705 | Time: 1878.6 ms [2020-12-30 07:01:42 main:574] : INFO : Epoch 629 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 1872.24 ms [2020-12-30 07:01:44 main:574] : INFO : Epoch 630 | loss: 0.0311586 | val_loss: 0.0311712 | Time: 1833.62 ms [2020-12-30 07:01:46 main:574] : INFO : Epoch 631 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1871.38 ms [2020-12-30 07:01:48 main:574] : INFO : Epoch 632 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 1849.92 ms [2020-12-30 07:01:50 main:574] : INFO : Epoch 633 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1855.18 ms [2020-12-30 07:01:52 main:574] : INFO : Epoch 634 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1842.34 ms [2020-12-30 07:01:53 main:574] : INFO : Epoch 635 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1855.45 ms [2020-12-30 07:01:55 main:574] : INFO : Epoch 636 | loss: 0.0311593 | val_loss: 0.0311727 | Time: 1836.22 ms [2020-12-30 07:01:57 main:574] : INFO : Epoch 637 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 1865.7 ms [2020-12-30 07:01:59 main:574] : INFO : Epoch 638 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 1849.19 ms [2020-12-30 07:02:01 main:574] : INFO : Epoch 639 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1845.74 ms [2020-12-30 07:02:03 main:574] : INFO : Epoch 640 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1830.95 ms [2020-12-30 07:02:05 main:574] : INFO : Epoch 641 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 1843.91 ms [2020-12-30 07:02:07 main:574] : INFO : Epoch 642 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 1865.75 ms [2020-12-30 07:02:08 main:574] : INFO : Epoch 643 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 1861.07 ms [2020-12-30 07:02:10 main:574] : INFO : Epoch 644 | loss: 0.0311582 | val_loss: 0.0311715 | Time: 1858.38 ms [2020-12-30 07:02:12 main:574] : INFO : Epoch 645 | loss: 0.0311582 | val_loss: 0.031172 | Time: 1849.91 ms [2020-12-30 07:02:14 main:574] : INFO : Epoch 646 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 1838.31 ms [2020-12-30 07:02:16 main:574] : INFO : Epoch 647 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 1858 ms [2020-12-30 07:02:18 main:574] : INFO : Epoch 648 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 1870.23 ms [2020-12-30 07:02:20 main:574] : INFO : Epoch 649 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 1873.22 ms [2020-12-30 07:02:21 main:574] : INFO : Epoch 650 | loss: 0.03116 | val_loss: 0.0311731 | Time: 1873.4 ms [2020-12-30 07:02:23 main:574] : INFO : Epoch 651 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 1836.57 ms [2020-12-30 07:02:25 main:574] : INFO : Epoch 652 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 1835.36 ms [2020-12-30 07:02:27 main:574] : INFO : Epoch 653 | loss: 0.0311569 | val_loss: 0.0311707 | Time: 1880.89 ms [2020-12-30 07:02:29 main:574] : INFO : Epoch 654 | loss: 0.0311576 | val_loss: 0.031171 | Time: 1854.83 ms [2020-12-30 07:02:31 main:574] : INFO : Epoch 655 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 1865.74 ms [2020-12-30 07:02:33 main:574] : INFO : Epoch 656 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1854.97 ms [2020-12-30 07:02:35 main:574] : INFO : Epoch 657 | loss: 0.0311571 | val_loss: 0.0311708 | Time: 1883.97 ms [2020-12-30 07:02:36 main:574] : INFO : Epoch 658 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1862.72 ms [2020-12-30 07:02:38 main:574] : INFO : Epoch 659 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1879.28 ms [2020-12-30 07:02:40 main:574] : INFO : Epoch 660 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1860.73 ms [2020-12-30 07:02:42 main:574] : INFO : Epoch 661 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 1835.1 ms [2020-12-30 07:02:44 main:574] : INFO : Epoch 662 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 1852.19 ms [2020-12-30 07:02:46 main:574] : INFO : Epoch 663 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 1857.79 ms [2020-12-30 07:02:48 main:574] : INFO : Epoch 664 | loss: 0.0311573 | val_loss: 0.0311716 | Time: 1865.77 ms [2020-12-30 07:02:50 main:574] : INFO : Epoch 665 | loss: 0.031158 | val_loss: 0.0311732 | Time: 1822.17 ms [2020-12-30 07:02:51 main:574] : INFO : Epoch 666 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 1843.19 ms [2020-12-30 07:02:53 main:574] : INFO : Epoch 667 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 1865.36 ms [2020-12-30 07:02:55 main:574] : INFO : Epoch 668 | loss: 0.031157 | val_loss: 0.0311727 | Time: 1854.38 ms [2020-12-30 07:02:57 main:574] : INFO : Epoch 669 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 1852.67 ms [2020-12-30 07:02:59 main:574] : INFO : Epoch 670 | loss: 0.0311574 | val_loss: 0.031172 | Time: 1849.25 ms [2020-12-30 07:03:01 main:574] : INFO : Epoch 671 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 1872.17 ms [2020-12-30 07:03:03 main:574] : INFO : Epoch 672 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 1846.83 ms [2020-12-30 07:03:04 main:574] : INFO : Epoch 673 | loss: 0.0311586 | val_loss: 0.0311709 | Time: 1854.18 ms [2020-12-30 07:03:06 main:574] : INFO : Epoch 674 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 1850.48 ms [2020-12-30 07:03:08 main:574] : INFO : Epoch 675 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 1870.64 ms [2020-12-30 07:03:10 main:574] : INFO : Epoch 676 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 1855.33 ms [2020-12-30 07:03:12 main:574] : INFO : Epoch 677 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 1847.41 ms [2020-12-30 07:03:14 main:574] : INFO : Epoch 678 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 1864.79 ms [2020-12-30 07:03:16 main:574] : INFO : Epoch 679 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1876.57 ms [2020-12-30 07:03:18 main:574] : INFO : Epoch 680 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 1861.83 ms [2020-12-30 07:03:19 main:574] : INFO : Epoch 681 | loss: 0.03116 | val_loss: 0.0311733 | Time: 1851.23 ms [2020-12-30 07:03:21 main:574] : INFO : Epoch 682 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1835.55 ms [2020-12-30 07:03:23 main:574] : INFO : Epoch 683 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 1865.06 ms [2020-12-30 07:03:25 main:574] : INFO : Epoch 684 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1890.22 ms [2020-12-30 07:03:27 main:574] : INFO : Epoch 685 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 1855.86 ms [2020-12-30 07:03:29 main:574] : INFO : Epoch 686 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1824.01 ms [2020-12-30 07:03:31 main:574] : INFO : Epoch 687 | loss: 0.0311601 | val_loss: 0.031171 | Time: 1880.08 ms [2020-12-30 07:03:33 main:574] : INFO : Epoch 688 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 1852.58 ms [2020-12-30 07:03:34 main:574] : INFO : Epoch 689 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1869.52 ms [2020-12-30 07:03:36 main:574] : INFO : Epoch 690 | loss: 0.0311592 | val_loss: 0.031171 | Time: 1856.09 ms [2020-12-30 07:03:38 main:574] : INFO : Epoch 691 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 1854.41 ms [2020-12-30 07:03:40 main:574] : INFO : Epoch 692 | loss: 0.031159 | val_loss: 0.0311703 | Time: 1853.67 ms [2020-12-30 07:03:42 main:574] : INFO : Epoch 693 | loss: 0.031159 | val_loss: 0.0311709 | Time: 1843.53 ms [2020-12-30 07:03:44 main:574] : INFO : Epoch 694 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 1889.14 ms [2020-12-30 07:03:46 main:574] : INFO : Epoch 695 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1840.3 ms [2020-12-30 07:03:48 main:574] : INFO : Epoch 696 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 1854.36 ms [2020-12-30 07:03:49 main:574] : INFO : Epoch 697 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 1834.84 ms [2020-12-30 07:03:51 main:574] : INFO : Epoch 698 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1838.08 ms [2020-12-30 07:03:53 main:574] : INFO : Epoch 699 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1858.75 ms [2020-12-30 07:03:55 main:574] : INFO : Epoch 700 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1842.15 ms [2020-12-30 07:03:57 main:574] : INFO : Epoch 701 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 1847.11 ms [2020-12-30 07:03:59 main:574] : INFO : Epoch 702 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1858.29 ms [2020-12-30 07:04:01 main:574] : INFO : Epoch 703 | loss: 0.0311584 | val_loss: 0.0311711 | Time: 1845.57 ms [2020-12-30 07:04:02 main:574] : INFO : Epoch 704 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 1872.67 ms [2020-12-30 07:04:04 main:574] : INFO : Epoch 705 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1868.82 ms [2020-12-30 07:04:06 main:574] : INFO : Epoch 706 | loss: 0.0311583 | val_loss: 0.0311689 | Time: 1855.27 ms [2020-12-30 07:04:08 main:574] : INFO : Epoch 707 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1851.23 ms [2020-12-30 07:04:10 main:574] : INFO : Epoch 708 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 1872.49 ms [2020-12-30 07:04:12 main:574] : INFO : Epoch 709 | loss: 0.0311593 | val_loss: 0.0311755 | Time: 1872.62 ms [2020-12-30 07:04:14 main:574] : INFO : Epoch 710 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 1864.21 ms [2020-12-30 07:04:16 main:574] : INFO : Epoch 711 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 1855.77 ms [2020-12-30 07:04:17 main:574] : INFO : Epoch 712 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 1888.61 ms [2020-12-30 07:04:19 main:574] : INFO : Epoch 713 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 1866.24 ms [2020-12-30 07:04:21 main:574] : INFO : Epoch 714 | loss: 0.0311589 | val_loss: 0.0311731 | Time: 1855.94 ms [2020-12-30 07:04:23 main:574] : INFO : Epoch 715 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 1841.23 ms [2020-12-30 07:04:25 main:574] : INFO : Epoch 716 | loss: 0.0311612 | val_loss: 0.0311798 | Time: 1884.01 ms [2020-12-30 07:04:27 main:574] : INFO : Epoch 717 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 1865.12 ms [2020-12-30 07:04:29 main:574] : INFO : Epoch 718 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1871.76 ms [2020-12-30 07:04:31 main:574] : INFO : Epoch 719 | loss: 0.0311595 | val_loss: 0.0311765 | Time: 1848.16 ms [2020-12-30 07:04:32 main:574] : INFO : Epoch 720 | loss: 0.0311626 | val_loss: 0.031176 | Time: 1856.96 ms [2020-12-30 07:04:34 main:574] : INFO : Epoch 721 | loss: 0.0311614 | val_loss: 0.031171 | Time: 1854.91 ms [2020-12-30 07:04:36 main:574] : INFO : Epoch 722 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 1836.21 ms [2020-12-30 07:04:38 main:574] : INFO : Epoch 723 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1868.56 ms [2020-12-30 07:04:40 main:574] : INFO : Epoch 724 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 1854.44 ms [2020-12-30 07:04:42 main:574] : INFO : Epoch 725 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 1857.07 ms [2020-12-30 07:04:44 main:574] : INFO : Epoch 726 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 1851.88 ms [2020-12-30 07:04:45 main:574] : INFO : Epoch 727 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 1844.39 ms [2020-12-30 07:04:47 main:574] : INFO : Epoch 728 | loss: 0.031159 | val_loss: 0.0311707 | Time: 1872.76 ms [2020-12-30 07:04:49 main:574] : INFO : Epoch 729 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 1843.6 ms [2020-12-30 07:04:51 main:574] : INFO : Epoch 730 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1850.18 ms [2020-12-30 07:04:53 main:574] : INFO : Epoch 731 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 1836.61 ms [2020-12-30 07:04:55 main:574] : INFO : Epoch 732 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 1847.95 ms [2020-12-30 07:04:57 main:574] : INFO : Epoch 733 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1835.11 ms [2020-12-30 07:04:58 main:574] : INFO : Epoch 734 | loss: 0.0311599 | val_loss: 0.031171 | Time: 1838.11 ms [2020-12-30 07:05:00 main:574] : INFO : Epoch 735 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 1174.6 ms [2020-12-30 07:05:01 main:574] : INFO : Epoch 736 | loss: 0.031159 | val_loss: 0.0311705 | Time: 1154.58 ms [2020-12-30 07:05:02 main:574] : INFO : Epoch 737 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 1275.85 ms [2020-12-30 07:05:03 main:574] : INFO : Epoch 738 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 1277.85 ms [2020-12-30 07:05:05 main:574] : INFO : Epoch 739 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 1267.26 ms [2020-12-30 07:05:06 main:574] : INFO : Epoch 740 | loss: 0.0311593 | val_loss: 0.0311685 | Time: 1234.03 ms [2020-12-30 07:05:07 main:574] : INFO : Epoch 741 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1265.11 ms [2020-12-30 07:05:09 main:574] : INFO : Epoch 742 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1728.52 ms [2020-12-30 07:05:11 main:574] : INFO : Epoch 743 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 1837.55 ms [2020-12-30 07:05:13 main:574] : INFO : Epoch 744 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 1841.37 ms [2020-12-30 07:05:14 main:574] : INFO : Epoch 745 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1869.87 ms [2020-12-30 07:05:16 main:574] : INFO : Epoch 746 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 1850.33 ms [2020-12-30 07:05:18 main:574] : INFO : Epoch 747 | loss: 0.03116 | val_loss: 0.0311724 | Time: 1842.47 ms [2020-12-30 07:05:20 main:574] : INFO : Epoch 748 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 1832.26 ms [2020-12-30 07:05:22 main:574] : INFO : Epoch 749 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 1869.99 ms [2020-12-30 07:05:24 main:574] : INFO : Epoch 750 | loss: 0.03116 | val_loss: 0.0311692 | Time: 1843.01 ms [2020-12-30 07:05:26 main:574] : INFO : Epoch 751 | loss: 0.03116 | val_loss: 0.0311786 | Time: 1840.67 ms [2020-12-30 07:05:27 main:574] : INFO : Epoch 752 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1822.83 ms [2020-12-30 07:05:29 main:574] : INFO : Epoch 753 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 1884.06 ms [2020-12-30 07:05:31 main:574] : INFO : Epoch 754 | loss: 0.0311586 | val_loss: 0.031169 | Time: 1835.56 ms [2020-12-30 07:05:33 main:574] : INFO : Epoch 755 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 1855.34 ms [2020-12-30 07:05:35 main:574] : INFO : Epoch 756 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 1841.56 ms [2020-12-30 07:05:37 main:574] : INFO : Epoch 757 | loss: 0.031158 | val_loss: 0.0311702 | Time: 1863.66 ms [2020-12-30 07:05:39 main:574] : INFO : Epoch 758 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 1868.58 ms [2020-12-30 07:05:41 main:574] : INFO : Epoch 759 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 1845.64 ms [2020-12-30 07:05:42 main:574] : INFO : Epoch 760 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 1853.18 ms [2020-12-30 07:05:44 main:574] : INFO : Epoch 761 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 1835.43 ms [2020-12-30 07:05:46 main:574] : INFO : Epoch 762 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 1860.35 ms [2020-12-30 07:05:48 main:574] : INFO : Epoch 763 | loss: 0.031157 | val_loss: 0.0311724 | Time: 1849.41 ms [2020-12-30 07:05:50 main:574] : INFO : Epoch 764 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 1877.9 ms [2020-12-30 07:05:52 main:574] : INFO : Epoch 765 | loss: 0.0311588 | val_loss: 0.0311737 | Time: 1846.96 ms [2020-12-30 07:05:54 main:574] : INFO : Epoch 766 | loss: 0.031158 | val_loss: 0.031171 | Time: 1867.94 ms [2020-12-30 07:05:56 main:574] : INFO : Epoch 767 | loss: 0.031158 | val_loss: 0.0311717 | Time: 1857.8 ms [2020-12-30 07:05:57 main:574] : INFO : Epoch 768 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1852.54 ms [2020-12-30 07:05:59 main:574] : INFO : Epoch 769 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 1866.05 ms [2020-12-30 07:06:01 main:574] : INFO : Epoch 770 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 1872.81 ms [2020-12-30 07:06:03 main:574] : INFO : Epoch 771 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 1848.14 ms [2020-12-30 07:06:05 main:574] : INFO : Epoch 772 | loss: 0.0311585 | val_loss: 0.0311747 | Time: 1865.75 ms [2020-12-30 07:06:07 main:574] : INFO : Epoch 773 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 1857.38 ms [2020-12-30 07:06:09 main:574] : INFO : Epoch 774 | loss: 0.031158 | val_loss: 0.0311697 | Time: 1849.63 ms [2020-12-30 07:06:10 main:574] : INFO : Epoch 775 | loss: 0.0311586 | val_loss: 0.03117 | Time: 1834.71 ms [2020-12-30 07:06:12 main:574] : INFO : Epoch 776 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 1863.48 ms [2020-12-30 07:06:14 main:574] : INFO : Epoch 777 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 1862.04 ms [2020-12-30 07:06:16 main:574] : INFO : Epoch 778 | loss: 0.0311574 | val_loss: 0.031171 | Time: 1869.76 ms [2020-12-30 07:06:18 main:574] : INFO : Epoch 779 | loss: 0.031157 | val_loss: 0.0311698 | Time: 1835.58 ms [2020-12-30 07:06:20 main:574] : INFO : Epoch 780 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 1873.91 ms [2020-12-30 07:06:22 main:574] : INFO : Epoch 781 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 1891.42 ms [2020-12-30 07:06:24 main:574] : INFO : Epoch 782 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 1847.43 ms [2020-12-30 07:06:25 main:574] : INFO : Epoch 783 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 1855.35 ms [2020-12-30 07:06:27 main:574] : INFO : Epoch 784 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 1859.26 ms [2020-12-30 07:06:29 main:574] : INFO : Epoch 785 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 1865.26 ms [2020-12-30 07:06:31 main:574] : INFO : Epoch 786 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 1842.54 ms [2020-12-30 07:06:33 main:574] : INFO : Epoch 787 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 1871.05 ms [2020-12-30 07:06:35 main:574] : INFO : Epoch 788 | loss: 0.0311574 | val_loss: 0.0311739 | Time: 1876.03 ms [2020-12-30 07:06:37 main:574] : INFO : Epoch 789 | loss: 0.031157 | val_loss: 0.0311725 | Time: 1838.97 ms [2020-12-30 07:06:39 main:574] : INFO : Epoch 790 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 1850.25 ms [2020-12-30 07:06:40 main:574] : INFO : Epoch 791 | loss: 0.0311571 | val_loss: 0.0311692 | Time: 1824.51 ms [2020-12-30 07:06:42 main:574] : INFO : Epoch 792 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 1853.2 ms [2020-12-30 07:06:44 main:574] : INFO : Epoch 793 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 1840.78 ms [2020-12-30 07:06:46 main:574] : INFO : Epoch 794 | loss: 0.031158 | val_loss: 0.0311689 | Time: 1861.47 ms [2020-12-30 07:06:48 main:574] : INFO : Epoch 795 | loss: 0.0311596 | val_loss: 0.0311752 | Time: 1856.33 ms [2020-12-30 07:06:50 main:574] : INFO : Epoch 796 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 1860.04 ms [2020-12-30 07:06:52 main:574] : INFO : Epoch 797 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 1851.13 ms [2020-12-30 07:06:53 main:574] : INFO : Epoch 798 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 1874.12 ms [2020-12-30 07:06:55 main:574] : INFO : Epoch 799 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 1858.01 ms [2020-12-30 07:06:57 main:574] : INFO : Epoch 800 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 1869.13 ms [2020-12-30 07:06:59 main:574] : INFO : Epoch 801 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 1849.35 ms [2020-12-30 07:07:01 main:574] : INFO : Epoch 802 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 1870.57 ms [2020-12-30 07:07:03 main:574] : INFO : Epoch 803 | loss: 0.031161 | val_loss: 0.031171 | Time: 1837.9 ms [2020-12-30 07:07:05 main:574] : INFO : Epoch 804 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 1866.68 ms [2020-12-30 07:07:07 main:574] : INFO : Epoch 805 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 1860.53 ms [2020-12-30 07:07:08 main:574] : INFO : Epoch 806 | loss: 0.03116 | val_loss: 0.0311706 | Time: 1862.3 ms [2020-12-30 07:07:10 main:574] : INFO : Epoch 807 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1845.37 ms [2020-12-30 07:07:12 main:574] : INFO : Epoch 808 | loss: 0.0311597 | val_loss: 0.03117 | Time: 1874.76 ms [2020-12-30 07:07:14 main:574] : INFO : Epoch 809 | loss: 0.03116 | val_loss: 0.0311683 | Time: 1856.84 ms [2020-12-30 07:07:16 main:574] : INFO : Epoch 810 | loss: 0.0311615 | val_loss: 0.0311746 | Time: 1853.73 ms [2020-12-30 07:07:18 main:574] : INFO : Epoch 811 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1844.38 ms [2020-12-30 07:07:20 main:574] : INFO : Epoch 812 | loss: 0.0311595 | val_loss: 0.031168 | Time: 1868.99 ms [2020-12-30 07:07:21 main:574] : INFO : Epoch 813 | loss: 0.0311588 | val_loss: 0.0311695 | Time: 1856.76 ms [2020-12-30 07:07:23 main:574] : INFO : Epoch 814 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 1855.44 ms [2020-12-30 07:07:25 main:574] : INFO : Epoch 815 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 1857.03 ms [2020-12-30 07:07:27 main:574] : INFO : Epoch 816 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 1859.23 ms [2020-12-30 07:07:29 main:574] : INFO : Epoch 817 | loss: 0.03116 | val_loss: 0.0311711 | Time: 1840.83 ms [2020-12-30 07:07:31 main:574] : INFO : Epoch 818 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 1860.39 ms [2020-12-30 07:07:33 main:574] : INFO : Epoch 819 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1858.72 ms [2020-12-30 07:07:34 main:574] : INFO : Epoch 820 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 1869.08 ms [2020-12-30 07:07:36 main:574] : INFO : Epoch 821 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 1859.54 ms [2020-12-30 07:07:38 main:574] : INFO : Epoch 822 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 1851.19 ms [2020-12-30 07:07:40 main:574] : INFO : Epoch 823 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 1834.37 ms [2020-12-30 07:07:42 main:574] : INFO : Epoch 824 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1848.24 ms [2020-12-30 07:07:44 main:574] : INFO : Epoch 825 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 1850.81 ms [2020-12-30 07:07:46 main:574] : INFO : Epoch 826 | loss: 0.0311587 | val_loss: 0.0311687 | Time: 1856.05 ms [2020-12-30 07:07:47 main:574] : INFO : Epoch 827 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 1843.37 ms [2020-12-30 07:07:49 main:574] : INFO : Epoch 828 | loss: 0.0311617 | val_loss: 0.0311687 | Time: 1864.16 ms [2020-12-30 07:07:51 main:574] : INFO : Epoch 829 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 1845.61 ms [2020-12-30 07:07:53 main:574] : INFO : Epoch 830 | loss: 0.0311615 | val_loss: 0.0311681 | Time: 1858.76 ms [2020-12-30 07:07:55 main:574] : INFO : Epoch 831 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1828.1 ms [2020-12-30 07:07:57 main:574] : INFO : Epoch 832 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 1876.22 ms [2020-12-30 07:07:59 main:574] : INFO : Epoch 833 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1862.97 ms [2020-12-30 07:08:01 main:574] : INFO : Epoch 834 | loss: 0.031161 | val_loss: 0.0311717 | Time: 1857.54 ms [2020-12-30 07:08:02 main:574] : INFO : Epoch 835 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1855.18 ms [2020-12-30 07:08:04 main:574] : INFO : Epoch 836 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1860.66 ms [2020-12-30 07:08:06 main:574] : INFO : Epoch 837 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 1847.28 ms [2020-12-30 07:08:08 main:574] : INFO : Epoch 838 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1845.09 ms [2020-12-30 07:08:10 main:574] : INFO : Epoch 839 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1839.28 ms [2020-12-30 07:08:12 main:574] : INFO : Epoch 840 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 1861.07 ms [2020-12-30 07:08:14 main:574] : INFO : Epoch 841 | loss: 0.0311598 | val_loss: 0.03117 | Time: 1848.88 ms [2020-12-30 07:08:15 main:574] : INFO : Epoch 842 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1843.48 ms [2020-12-30 07:08:17 main:574] : INFO : Epoch 843 | loss: 0.0311602 | val_loss: 0.0311752 | Time: 1845.77 ms [2020-12-30 07:08:19 main:574] : INFO : Epoch 844 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 1834.06 ms [2020-12-30 07:08:21 main:574] : INFO : Epoch 845 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1870.76 ms [2020-12-30 07:08:23 main:574] : INFO : Epoch 846 | loss: 0.031162 | val_loss: 0.0311703 | Time: 1851.22 ms [2020-12-30 07:08:25 main:574] : INFO : Epoch 847 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 1843.84 ms [2020-12-30 07:08:27 main:574] : INFO : Epoch 848 | loss: 0.0311625 | val_loss: 0.0311704 | Time: 1860.7 ms [2020-12-30 07:08:28 main:574] : INFO : Epoch 849 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1844.74 ms [2020-12-30 07:08:30 main:574] : INFO : Epoch 850 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 1851.03 ms [2020-12-30 07:08:32 main:574] : INFO : Epoch 851 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1843.94 ms [2020-12-30 07:08:34 main:574] : INFO : Epoch 852 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 1827.04 ms [2020-12-30 07:08:36 main:574] : INFO : Epoch 853 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 1862.98 ms [2020-12-30 07:08:38 main:574] : INFO : Epoch 854 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 1841.85 ms [2020-12-30 07:08:40 main:574] : INFO : Epoch 855 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 1843.72 ms [2020-12-30 07:08:41 main:574] : INFO : Epoch 856 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1846.65 ms [2020-12-30 07:08:43 main:574] : INFO : Epoch 857 | loss: 0.0311587 | val_loss: 0.0311706 | Time: 1834.79 ms [2020-12-30 07:08:45 main:574] : INFO : Epoch 858 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 1862.12 ms [2020-12-30 07:08:47 main:574] : INFO : Epoch 859 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 1817.88 ms [2020-12-30 07:08:49 main:574] : INFO : Epoch 860 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 1850.16 ms [2020-12-30 07:08:51 main:574] : INFO : Epoch 861 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 1845.78 ms [2020-12-30 07:08:53 main:574] : INFO : Epoch 862 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1855.89 ms [2020-12-30 07:08:54 main:574] : INFO : Epoch 863 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 1858.47 ms [2020-12-30 07:08:56 main:574] : INFO : Epoch 864 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 1825.79 ms [2020-12-30 07:08:58 main:574] : INFO : Epoch 865 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1851.83 ms [2020-12-30 07:09:00 main:574] : INFO : Epoch 866 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 1864.66 ms [2020-12-30 07:09:02 main:574] : INFO : Epoch 867 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 1845.4 ms [2020-12-30 07:09:04 main:574] : INFO : Epoch 868 | loss: 0.0311616 | val_loss: 0.031172 | Time: 1882.99 ms [2020-12-30 07:09:06 main:574] : INFO : Epoch 869 | loss: 0.031161 | val_loss: 0.0311712 | Time: 1835.98 ms [2020-12-30 07:09:07 main:574] : INFO : Epoch 870 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1872.62 ms [2020-12-30 07:09:09 main:574] : INFO : Epoch 871 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 1843.3 ms [2020-12-30 07:09:11 main:574] : INFO : Epoch 872 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 1854.85 ms [2020-12-30 07:09:13 main:574] : INFO : Epoch 873 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 1850.47 ms [2020-12-30 07:09:15 main:574] : INFO : Epoch 874 | loss: 0.0311619 | val_loss: 0.031173 | Time: 1867.2 ms [2020-12-30 07:09:17 main:574] : INFO : Epoch 875 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 1835.1 ms [2020-12-30 07:09:19 main:574] : INFO : Epoch 876 | loss: 0.0311608 | val_loss: 0.0311733 | Time: 1861.53 ms [2020-12-30 07:09:20 main:574] : INFO : Epoch 877 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 1844.73 ms [2020-12-30 07:09:22 main:574] : INFO : Epoch 878 | loss: 0.0311607 | val_loss: 0.0311751 | Time: 1842.02 ms [2020-12-30 07:09:24 main:574] : INFO : Epoch 879 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 1827.42 ms [2020-12-30 07:09:26 main:574] : INFO : Epoch 880 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1878.54 ms [2020-12-30 07:09:28 main:574] : INFO : Epoch 881 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 1861.84 ms [2020-12-30 07:09:30 main:574] : INFO : Epoch 882 | loss: 0.0311612 | val_loss: 0.031171 | Time: 1858.15 ms [2020-12-30 07:09:32 main:574] : INFO : Epoch 883 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 1821.3 ms [2020-12-30 07:09:33 main:574] : INFO : Epoch 884 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 1872.49 ms [2020-12-30 07:09:35 main:574] : INFO : Epoch 885 | loss: 0.031161 | val_loss: 0.0311724 | Time: 1846.66 ms [2020-12-30 07:09:37 main:574] : INFO : Epoch 886 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1883.36 ms [2020-12-30 07:09:39 main:574] : INFO : Epoch 887 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 1836.34 ms [2020-12-30 07:09:41 main:574] : INFO : Epoch 888 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 1867.61 ms [2020-12-30 07:09:43 main:574] : INFO : Epoch 889 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1851.14 ms [2020-12-30 07:09:45 main:574] : INFO : Epoch 890 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1850.12 ms [2020-12-30 07:09:46 main:574] : INFO : Epoch 891 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 1830.27 ms [2020-12-30 07:09:48 main:574] : INFO : Epoch 892 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 1847.11 ms [2020-12-30 07:09:50 main:574] : INFO : Epoch 893 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 1844.4 ms [2020-12-30 07:09:52 main:574] : INFO : Epoch 894 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 1828.23 ms [2020-12-30 07:09:54 main:574] : INFO : Epoch 895 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 1854.49 ms [2020-12-30 07:09:56 main:574] : INFO : Epoch 896 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1847.39 ms [2020-12-30 07:09:58 main:574] : INFO : Epoch 897 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 1834.17 ms [2020-12-30 07:09:59 main:574] : INFO : Epoch 898 | loss: 0.0311591 | val_loss: 0.031169 | Time: 1837.44 ms [2020-12-30 07:10:01 main:574] : INFO : Epoch 899 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 1827.61 ms [2020-12-30 07:10:03 main:574] : INFO : Epoch 900 | loss: 0.0311616 | val_loss: 0.031169 | Time: 1871 ms [2020-12-30 07:10:05 main:574] : INFO : Epoch 901 | loss: 0.031162 | val_loss: 0.0311703 | Time: 1853.79 ms [2020-12-30 07:10:07 main:574] : INFO : Epoch 902 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1861.92 ms [2020-12-30 07:10:09 main:574] : INFO : Epoch 903 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1836.87 ms [2020-12-30 07:10:11 main:574] : INFO : Epoch 904 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 1843.83 ms [2020-12-30 07:10:13 main:574] : INFO : Epoch 905 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 1831.87 ms [2020-12-30 07:10:14 main:574] : INFO : Epoch 906 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1856.73 ms [2020-12-30 07:10:16 main:574] : INFO : Epoch 907 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1829.38 ms [2020-12-30 07:10:18 main:574] : INFO : Epoch 908 | loss: 0.0311586 | val_loss: 0.031168 | Time: 1862.58 ms [2020-12-30 07:10:20 main:574] : INFO : Epoch 909 | loss: 0.0311583 | val_loss: 0.0311684 | Time: 1842.25 ms [2020-12-30 07:10:22 main:574] : INFO : Epoch 910 | loss: 0.0311595 | val_loss: 0.0311711 | Time: 1851.52 ms [2020-12-30 07:10:24 main:574] : INFO : Epoch 911 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 1830.26 ms [2020-12-30 07:10:26 main:574] : INFO : Epoch 912 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 1845.78 ms [2020-12-30 07:10:27 main:574] : INFO : Epoch 913 | loss: 0.0311589 | val_loss: 0.0311674 | Time: 1836.01 ms [2020-12-30 07:10:29 main:574] : INFO : Epoch 914 | loss: 0.0311585 | val_loss: 0.031168 | Time: 1857.1 ms [2020-12-30 07:10:31 main:574] : INFO : Epoch 915 | loss: 0.031158 | val_loss: 0.0311664 | Time: 1823.02 ms [2020-12-30 07:10:33 main:574] : INFO : Epoch 916 | loss: 0.0311584 | val_loss: 0.0311672 | Time: 1873.23 ms [2020-12-30 07:10:35 main:574] : INFO : Epoch 917 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 1846.01 ms [2020-12-30 07:10:37 main:574] : INFO : Epoch 918 | loss: 0.0311601 | val_loss: 0.03117 | Time: 1832.69 ms [2020-12-30 07:10:39 main:574] : INFO : Epoch 919 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 1842.54 ms [2020-12-30 07:10:40 main:574] : INFO : Epoch 920 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 1874.89 ms [2020-12-30 07:10:42 main:574] : INFO : Epoch 921 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 1834.88 ms [2020-12-30 07:10:44 main:574] : INFO : Epoch 922 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 1841.98 ms [2020-12-30 07:10:46 main:574] : INFO : Epoch 923 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 1862.94 ms [2020-12-30 07:10:48 main:574] : INFO : Epoch 924 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 1845.27 ms [2020-12-30 07:10:50 main:574] : INFO : Epoch 925 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 1844.93 ms [2020-12-30 07:10:52 main:574] : INFO : Epoch 926 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 1831.36 ms [2020-12-30 07:10:53 main:574] : INFO : Epoch 927 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 1859.39 ms [2020-12-30 07:10:55 main:574] : INFO : Epoch 928 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 1839.96 ms [2020-12-30 07:10:57 main:574] : INFO : Epoch 929 | loss: 0.0311579 | val_loss: 0.031167 | Time: 1843.27 ms [2020-12-30 07:10:59 main:574] : INFO : Epoch 930 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 1855.27 ms [2020-12-30 07:11:01 main:574] : INFO : Epoch 931 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 1842.85 ms [2020-12-30 07:11:03 main:574] : INFO : Epoch 932 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1855.77 ms [2020-12-30 07:11:05 main:574] : INFO : Epoch 933 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 1827.29 ms [2020-12-30 07:11:06 main:574] : INFO : Epoch 934 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 1837.94 ms [2020-12-30 07:11:08 main:574] : INFO : Epoch 935 | loss: 0.0311595 | val_loss: 0.0311729 | Time: 1841 ms [2020-12-30 07:11:10 main:574] : INFO : Epoch 936 | loss: 0.03116 | val_loss: 0.0311739 | Time: 1830.51 ms [2020-12-30 07:11:12 main:574] : INFO : Epoch 937 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1847.84 ms [2020-12-30 07:11:14 main:574] : INFO : Epoch 938 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 1873.36 ms [2020-12-30 07:11:16 main:574] : INFO : Epoch 939 | loss: 0.0311576 | val_loss: 0.0311687 | Time: 1842.71 ms [2020-12-30 07:11:18 main:574] : INFO : Epoch 940 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 1847 ms [2020-12-30 07:11:19 main:574] : INFO : Epoch 941 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 1846.74 ms [2020-12-30 07:11:21 main:574] : INFO : Epoch 942 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 1850.69 ms [2020-12-30 07:11:23 main:574] : INFO : Epoch 943 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1833.96 ms [2020-12-30 07:11:25 main:574] : INFO : Epoch 944 | loss: 0.0311606 | val_loss: 0.0311777 | Time: 1837.65 ms [2020-12-30 07:11:27 main:574] : INFO : Epoch 945 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 1824.31 ms [2020-12-30 07:11:29 main:574] : INFO : Epoch 946 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 1848.13 ms [2020-12-30 07:11:31 main:574] : INFO : Epoch 947 | loss: 0.0311603 | val_loss: 0.0311734 | Time: 1844.35 ms [2020-12-30 07:11:32 main:574] : INFO : Epoch 948 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1835.88 ms [2020-12-30 07:11:34 main:574] : INFO : Epoch 949 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 1818.15 ms [2020-12-30 07:11:36 main:574] : INFO : Epoch 950 | loss: 0.0311581 | val_loss: 0.03117 | Time: 1848.39 ms [2020-12-30 07:11:38 main:574] : INFO : Epoch 951 | loss: 0.0311582 | val_loss: 0.031174 | Time: 1844.45 ms [2020-12-30 07:11:40 main:574] : INFO : Epoch 952 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 1835.15 ms [2020-12-30 07:11:42 main:574] : INFO : Epoch 953 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 1825.49 ms [2020-12-30 07:11:43 main:574] : INFO : Epoch 954 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 1844.44 ms [2020-12-30 07:11:45 main:574] : INFO : Epoch 955 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 1838.9 ms [2020-12-30 07:11:47 main:574] : INFO : Epoch 956 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 1838.96 ms [2020-12-30 07:11:49 main:574] : INFO : Epoch 957 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 1821.6 ms [2020-12-30 07:11:51 main:574] : INFO : Epoch 958 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1857.54 ms [2020-12-30 07:11:53 main:574] : INFO : Epoch 959 | loss: 0.03116 | val_loss: 0.0311747 | Time: 1825.21 ms [2020-12-30 07:11:55 main:574] : INFO : Epoch 960 | loss: 0.0311589 | val_loss: 0.0311739 | Time: 1831.6 ms [2020-12-30 07:11:56 main:574] : INFO : Epoch 961 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 1825.85 ms [2020-12-30 07:11:58 main:574] : INFO : Epoch 962 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 1857.9 ms [2020-12-30 07:12:00 main:574] : INFO : Epoch 963 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 1815.16 ms [2020-12-30 07:12:02 main:574] : INFO : Epoch 964 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 1846.62 ms [2020-12-30 07:12:04 main:574] : INFO : Epoch 965 | loss: 0.0311573 | val_loss: 0.0311739 | Time: 1839.17 ms [2020-12-30 07:12:06 main:574] : INFO : Epoch 966 | loss: 0.031158 | val_loss: 0.0311734 | Time: 1838.86 ms [2020-12-30 07:12:08 main:574] : INFO : Epoch 967 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 1830.78 ms [2020-12-30 07:12:09 main:574] : INFO : Epoch 968 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 1841.59 ms [2020-12-30 07:12:11 main:574] : INFO : Epoch 969 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 1819.81 ms [2020-12-30 07:12:13 main:574] : INFO : Epoch 970 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 1858.02 ms [2020-12-30 07:12:15 main:574] : INFO : Epoch 971 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 1834.52 ms [2020-12-30 07:12:17 main:574] : INFO : Epoch 972 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 1839.27 ms [2020-12-30 07:12:19 main:574] : INFO : Epoch 973 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 1847.39 ms [2020-12-30 07:12:20 main:574] : INFO : Epoch 974 | loss: 0.0311581 | val_loss: 0.0311723 | Time: 1827.26 ms [2020-12-30 07:12:22 main:574] : INFO : Epoch 975 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 1851.2 ms [2020-12-30 07:12:24 main:574] : INFO : Epoch 976 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 1844.87 ms [2020-12-30 07:12:26 main:574] : INFO : Epoch 977 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 1852.73 ms [2020-12-30 07:12:28 main:574] : INFO : Epoch 978 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 1840.64 ms [2020-12-30 07:12:30 main:574] : INFO : Epoch 979 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 1822.87 ms [2020-12-30 07:12:32 main:574] : INFO : Epoch 980 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 1827.73 ms [2020-12-30 07:12:33 main:574] : INFO : Epoch 981 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 1847.51 ms [2020-12-30 07:12:35 main:574] : INFO : Epoch 982 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 1836.22 ms [2020-12-30 07:12:37 main:574] : INFO : Epoch 983 | loss: 0.0311574 | val_loss: 0.0311716 | Time: 1844.5 ms [2020-12-30 07:12:39 main:574] : INFO : Epoch 984 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1824.6 ms [2020-12-30 07:12:41 main:574] : INFO : Epoch 985 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 1850.63 ms [2020-12-30 07:12:43 main:574] : INFO : Epoch 986 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 1840 ms [2020-12-30 07:12:45 main:574] : INFO : Epoch 987 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 1837.35 ms [2020-12-30 07:12:46 main:574] : INFO : Epoch 988 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 1846.35 ms [2020-12-30 07:12:48 main:574] : INFO : Epoch 989 | loss: 0.0311569 | val_loss: 0.0311743 | Time: 1824.65 ms [2020-12-30 07:12:50 main:574] : INFO : Epoch 990 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 1828.93 ms [2020-12-30 07:12:52 main:574] : INFO : Epoch 991 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1819.97 ms [2020-12-30 07:12:54 main:574] : INFO : Epoch 992 | loss: 0.0311579 | val_loss: 0.0311776 | Time: 1833.45 ms [2020-12-30 07:12:56 main:574] : INFO : Epoch 993 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 1851.56 ms [2020-12-30 07:12:57 main:574] : INFO : Epoch 994 | loss: 0.0311557 | val_loss: 0.0311712 | Time: 1813.55 ms [2020-12-30 07:12:59 main:574] : INFO : Epoch 995 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1847.7 ms [2020-12-30 07:13:01 main:574] : INFO : Epoch 996 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 1831.94 ms [2020-12-30 07:13:03 main:574] : INFO : Epoch 997 | loss: 0.031157 | val_loss: 0.0311731 | Time: 1849.87 ms [2020-12-30 07:13:05 main:574] : INFO : Epoch 998 | loss: 0.03116 | val_loss: 0.0311746 | Time: 1827.97 ms [2020-12-30 07:13:07 main:574] : INFO : Epoch 999 | loss: 0.0311584 | val_loss: 0.0311742 | Time: 1882.01 ms [2020-12-30 07:13:09 main:574] : INFO : Epoch 1000 | loss: 0.0311581 | val_loss: 0.0311747 | Time: 1815.04 ms [2020-12-30 07:13:10 main:574] : INFO : Epoch 1001 | loss: 0.0311571 | val_loss: 0.0311718 | Time: 1844.42 ms [2020-12-30 07:13:12 main:574] : INFO : Epoch 1002 | loss: 0.0311567 | val_loss: 0.0311711 | Time: 1822.3 ms [2020-12-30 07:13:14 main:574] : INFO : Epoch 1003 | loss: 0.0311568 | val_loss: 0.031173 | Time: 1836.46 ms [2020-12-30 07:13:16 main:574] : INFO : Epoch 1004 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 1867.45 ms [2020-12-30 07:13:18 main:574] : INFO : Epoch 1005 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1845.22 ms [2020-12-30 07:13:20 main:574] : INFO : Epoch 1006 | loss: 0.031161 | val_loss: 0.0311737 | Time: 1843.05 ms [2020-12-30 07:13:22 main:574] : INFO : Epoch 1007 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 1818.14 ms [2020-12-30 07:13:23 main:574] : INFO : Epoch 1008 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 1821.46 ms [2020-12-30 07:13:25 main:574] : INFO : Epoch 1009 | loss: 0.0311574 | val_loss: 0.031172 | Time: 1863.86 ms [2020-12-30 07:13:27 main:574] : INFO : Epoch 1010 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1838.65 ms [2020-12-30 07:13:29 main:574] : INFO : Epoch 1011 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1829.12 ms [2020-12-30 07:13:31 main:574] : INFO : Epoch 1012 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 1831.92 ms [2020-12-30 07:13:33 main:574] : INFO : Epoch 1013 | loss: 0.0311575 | val_loss: 0.031173 | Time: 1834.57 ms [2020-12-30 07:13:34 main:574] : INFO : Epoch 1014 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 1816.82 ms [2020-12-30 07:13:36 main:574] : INFO : Epoch 1015 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1828.23 ms [2020-12-30 07:13:38 main:574] : INFO : Epoch 1016 | loss: 0.0311569 | val_loss: 0.0311711 | Time: 1853.16 ms [2020-12-30 07:13:40 main:574] : INFO : Epoch 1017 | loss: 0.0311562 | val_loss: 0.0311722 | Time: 1836.13 ms [2020-12-30 07:13:42 main:574] : INFO : Epoch 1018 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 1819.9 ms [2020-12-30 07:13:44 main:574] : INFO : Epoch 1019 | loss: 0.0311569 | val_loss: 0.0311716 | Time: 1849.8 ms [2020-12-30 07:13:46 main:574] : INFO : Epoch 1020 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 1845.4 ms [2020-12-30 07:13:47 main:574] : INFO : Epoch 1021 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 1831.17 ms [2020-12-30 07:13:49 main:574] : INFO : Epoch 1022 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 1828.26 ms [2020-12-30 07:13:51 main:574] : INFO : Epoch 1023 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 1824.96 ms [2020-12-30 07:13:53 main:574] : INFO : Epoch 1024 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 1865.77 ms [2020-12-30 07:13:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709 [2020-12-30 07:13:53 main:603] : INFO : Saving end state to config to file [2020-12-30 07:13:53 main:608] : INFO : Success, exiting.. 07:13:53 (11132): 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)