Task 3437622
| Name | ParityMachine-1605152176-28219-8_6 |
| Workunit | 1586681 |
| Created | 27 Dec 2020, 13:30:26 UTC |
| Sent | 27 Dec 2020, 16:42:56 UTC |
| Report deadline | 3 Jan 2021, 16:42:56 UTC |
| Received | 27 Dec 2020, 22:01:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 26 sec |
| CPU time | 31 min 57 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 | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311673 | val_loss: 0.0311726 | Time: 1922.85 ms [2020-12-27 22:45:17 main:574] : INFO : Epoch 515 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 1908.78 ms [2020-12-27 22:45:19 main:574] : INFO : Epoch 516 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 1910.76 ms [2020-12-27 22:45:21 main:574] : INFO : Epoch 517 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 1875.45 ms [2020-12-27 22:45:23 main:574] : INFO : Epoch 518 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1888.16 ms [2020-12-27 22:45:25 main:574] : INFO : Epoch 519 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 1879.88 ms [2020-12-27 22:45:27 main:574] : INFO : Epoch 520 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 1866.13 ms [2020-12-27 22:45:29 main:574] : INFO : Epoch 521 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1877.29 ms [2020-12-27 22:45:31 main:574] : INFO : Epoch 522 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1901.91 ms [2020-12-27 22:45:32 main:574] : INFO : Epoch 523 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 1889.36 ms [2020-12-27 22:45:34 main:574] : INFO : Epoch 524 | loss: 0.0311785 | val_loss: 0.0311917 | Time: 1871.68 ms [2020-12-27 22:45:36 main:574] : INFO : Epoch 525 | loss: 0.0311899 | val_loss: 0.0311908 | Time: 1860.62 ms [2020-12-27 22:45:38 main:574] : INFO : Epoch 526 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 1875.64 ms [2020-12-27 22:45:40 main:574] : INFO : Epoch 527 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 1872.73 ms [2020-12-27 22:45:42 main:574] : INFO : Epoch 528 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 1869.92 ms [2020-12-27 22:45:44 main:574] : INFO : Epoch 529 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 1876.97 ms [2020-12-27 22:45:46 main:574] : INFO : Epoch 530 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 1873.52 ms [2020-12-27 22:45:48 main:574] : INFO : Epoch 531 | loss: 0.0311787 | val_loss: 0.031181 | Time: 1901.66 ms [2020-12-27 22:45:49 main:574] : INFO : Epoch 532 | loss: 0.0311774 | val_loss: 0.031182 | Time: 1865.9 ms [2020-12-27 22:45:51 main:574] : INFO : Epoch 533 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 1878.72 ms [2020-12-27 22:45:53 main:574] : INFO : Epoch 534 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1868.31 ms [2020-12-27 22:45:55 main:574] : INFO : Epoch 535 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1860.73 ms [2020-12-27 22:45:57 main:574] : INFO : Epoch 536 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1836.69 ms [2020-12-27 22:45:59 main:574] : INFO : Epoch 537 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 1895.69 ms [2020-12-27 22:46:01 main:574] : INFO : Epoch 538 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1883.08 ms [2020-12-27 22:46:03 main:574] : INFO : Epoch 539 | loss: 0.0311784 | val_loss: 0.0311788 | Time: 1887.97 ms [2020-12-27 22:46:04 main:574] : INFO : Epoch 540 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 1866.49 ms [2020-12-27 22:46:06 main:574] : INFO : Epoch 541 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1866.3 ms [2020-12-27 22:46:08 main:574] : INFO : Epoch 542 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1876.82 ms [2020-12-27 22:46:10 main:574] : INFO : Epoch 543 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1882.45 ms [2020-12-27 22:46:12 main:574] : INFO : Epoch 544 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1843.79 ms [2020-12-27 22:46:14 main:574] : INFO : Epoch 545 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1880.23 ms [2020-12-27 22:46:16 main:574] : INFO : Epoch 546 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1908.05 ms [2020-12-27 22:46:18 main:574] : INFO : Epoch 547 | loss: 0.0311728 | val_loss: 0.031177 | Time: 1892.33 ms [2020-12-27 22:46:20 main:574] : INFO : Epoch 548 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1900.35 ms [2020-12-27 22:46:22 main:574] : INFO : Epoch 549 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 1896.97 ms [2020-12-27 22:46:23 main:574] : INFO : Epoch 550 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1855.96 ms [2020-12-27 22:46:25 main:574] : INFO : Epoch 551 | loss: 0.0311731 | val_loss: 0.03118 | Time: 1888.01 ms [2020-12-27 22:46:27 main:574] : INFO : Epoch 552 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 1864.55 ms [2020-12-27 22:46:29 main:574] : INFO : Epoch 553 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1897.87 ms [2020-12-27 22:46:31 main:574] : INFO : Epoch 554 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1893.23 ms [2020-12-27 22:46:33 main:574] : INFO : Epoch 555 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 1887.59 ms [2020-12-27 22:46:35 main:574] : INFO : Epoch 556 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 1884.72 ms [2020-12-27 22:46:37 main:574] : INFO : Epoch 557 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 1887.77 ms [2020-12-27 22:46:39 main:574] : INFO : Epoch 558 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1864.68 ms [2020-12-27 22:46:40 main:574] : INFO : Epoch 559 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1871.39 ms [2020-12-27 22:46:42 main:574] : INFO : Epoch 560 | loss: 0.0311717 | val_loss: 0.031177 | Time: 1868.63 ms [2020-12-27 22:46:44 main:574] : INFO : Epoch 561 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1888.71 ms [2020-12-27 22:46:46 main:574] : INFO : Epoch 562 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1876.85 ms [2020-12-27 22:46:48 main:574] : INFO : Epoch 563 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 1900.76 ms [2020-12-27 22:46:50 main:574] : INFO : Epoch 564 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1869.03 ms [2020-12-27 22:46:52 main:574] : INFO : Epoch 565 | loss: 0.0311733 | val_loss: 0.0311852 | Time: 1892.66 ms [2020-12-27 22:46:54 main:574] : INFO : Epoch 566 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 1881.68 ms [2020-12-27 22:46:56 main:574] : INFO : Epoch 567 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1909.77 ms [2020-12-27 22:46:58 main:574] : INFO : Epoch 568 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1868.65 ms [2020-12-27 22:46:59 main:574] : INFO : Epoch 569 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 1886.56 ms [2020-12-27 22:47:01 main:574] : INFO : Epoch 570 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 1872.62 ms [2020-12-27 22:47:03 main:574] : INFO : Epoch 571 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 1877.13 ms [2020-12-27 22:47:05 main:574] : INFO : Epoch 572 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 1861.11 ms [2020-12-27 22:47:07 main:574] : INFO : Epoch 573 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 1892.14 ms [2020-12-27 22:47:09 main:574] : INFO : Epoch 574 | loss: 0.0311699 | val_loss: 0.031175 | Time: 1884.97 ms [2020-12-27 22:47:11 main:574] : INFO : Epoch 575 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 1904.63 ms [2020-12-27 22:47:13 main:574] : INFO : Epoch 576 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 1863.77 ms [2020-12-27 22:47:15 main:574] : INFO : Epoch 577 | loss: 0.0311705 | val_loss: 0.0311797 | Time: 1901.66 ms [2020-12-27 22:47:16 main:574] : INFO : Epoch 578 | loss: 0.03117 | val_loss: 0.0311784 | Time: 1848.32 ms [2020-12-27 22:47:18 main:574] : INFO : Epoch 579 | loss: 0.0311695 | val_loss: 0.031178 | Time: 1876.03 ms [2020-12-27 22:47:20 main:574] : INFO : Epoch 580 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 1886.95 ms [2020-12-27 22:47:22 main:574] : INFO : Epoch 581 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 1922.85 ms [2020-12-27 22:47:24 main:574] : INFO : Epoch 582 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 1890.55 ms [2020-12-27 22:47:26 main:574] : INFO : Epoch 583 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 1869.35 ms [2020-12-27 22:47:28 main:574] : INFO : Epoch 584 | loss: 0.0311669 | val_loss: 0.031174 | Time: 1862.51 ms [2020-12-27 22:47:30 main:574] : INFO : Epoch 585 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1874.15 ms [2020-12-27 22:47:32 main:574] : INFO : Epoch 586 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 1863.99 ms [2020-12-27 22:47:34 main:574] : INFO : Epoch 587 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 1864.01 ms [2020-12-27 22:47:35 main:574] : INFO : Epoch 588 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1925.76 ms [2020-12-27 22:47:37 main:574] : INFO : Epoch 589 | loss: 0.031168 | val_loss: 0.031175 | Time: 1902.54 ms [2020-12-27 22:47:39 main:574] : INFO : Epoch 590 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 1876.21 ms [2020-12-27 22:47:41 main:574] : INFO : Epoch 591 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1859.81 ms [2020-12-27 22:47:43 main:574] : INFO : Epoch 592 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 1845.69 ms [2020-12-27 22:47:45 main:574] : INFO : Epoch 593 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1887.57 ms [2020-12-27 22:47:47 main:574] : INFO : Epoch 594 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 1869.81 ms [2020-12-27 22:47:49 main:574] : INFO : Epoch 595 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1888.19 ms [2020-12-27 22:47:51 main:574] : INFO : Epoch 596 | loss: 0.0311672 | val_loss: 0.031177 | Time: 1904.25 ms [2020-12-27 22:47:52 main:574] : INFO : Epoch 597 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1907.63 ms [2020-12-27 22:47:54 main:574] : INFO : Epoch 598 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1857.67 ms [2020-12-27 22:47:56 main:574] : INFO : Epoch 599 | loss: 0.0311835 | val_loss: 0.0311959 | Time: 1866.88 ms [2020-12-27 22:47:58 main:574] : INFO : Epoch 600 | loss: 0.0312127 | val_loss: 0.031216 | Time: 1870.5 ms [2020-12-27 22:48:00 main:574] : INFO : Epoch 601 | loss: 0.0312115 | val_loss: 0.0312102 | Time: 1890.25 ms [2020-12-27 22:48:02 main:574] : INFO : Epoch 602 | loss: 0.0312016 | val_loss: 0.0311949 | Time: 1881.35 ms [2020-12-27 22:48:04 main:574] : INFO : Epoch 603 | loss: 0.031193 | val_loss: 0.0311846 | Time: 1886.35 ms [2020-12-27 22:48:06 main:574] : INFO : Epoch 604 | loss: 0.03118 | val_loss: 0.0311781 | Time: 1885.82 ms [2020-12-27 22:48:08 main:574] : INFO : Epoch 605 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 1874.83 ms [2020-12-27 22:48:09 main:574] : INFO : Epoch 606 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1842.5 ms [2020-12-27 22:48:11 main:574] : INFO : Epoch 607 | loss: 0.031178 | val_loss: 0.0311766 | Time: 1873 ms [2020-12-27 22:48:13 main:574] : INFO : Epoch 608 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1871.17 ms [2020-12-27 22:48:15 main:574] : INFO : Epoch 609 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 1875.67 ms [2020-12-27 22:48:17 main:574] : INFO : Epoch 610 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 1871.34 ms [2020-12-27 22:48:19 main:574] : INFO : Epoch 611 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1853.16 ms [2020-12-27 22:48:21 main:574] : INFO : Epoch 612 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1859.37 ms [2020-12-27 22:48:23 main:574] : INFO : Epoch 613 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 1851.04 ms [2020-12-27 22:48:25 main:574] : INFO : Epoch 614 | loss: 0.031176 | val_loss: 0.0311792 | Time: 1897.87 ms [2020-12-27 22:48:26 main:574] : INFO : Epoch 615 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 1872.13 ms [2020-12-27 22:48:28 main:574] : INFO : Epoch 616 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1870.28 ms [2020-12-27 22:48:30 main:574] : INFO : Epoch 617 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1881.81 ms [2020-12-27 22:48:32 main:574] : INFO : Epoch 618 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 1890.83 ms [2020-12-27 22:48:34 main:574] : INFO : Epoch 619 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 1881.86 ms [2020-12-27 22:48:36 main:574] : INFO : Epoch 620 | loss: 0.031173 | val_loss: 0.0311776 | Time: 1870.36 ms [2020-12-27 22:48:38 main:574] : INFO : Epoch 621 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 1873.42 ms [2020-12-27 22:48:40 main:574] : INFO : Epoch 622 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 1902.21 ms [2020-12-27 22:48:42 main:574] : INFO : Epoch 623 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1894.47 ms [2020-12-27 22:48:44 main:574] : INFO : Epoch 624 | loss: 0.0311714 | val_loss: 0.031179 | Time: 1874.01 ms [2020-12-27 22:48:45 main:574] : INFO : Epoch 625 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 1908.19 ms [2020-12-27 22:48:47 main:574] : INFO : Epoch 626 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 1872.83 ms [2020-12-27 22:48:49 main:574] : INFO : Epoch 627 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1897.2 ms [2020-12-27 22:48:51 main:574] : INFO : Epoch 628 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 1892.49 ms [2020-12-27 22:48:53 main:574] : INFO : Epoch 629 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 1912.8 ms [2020-12-27 22:48:55 main:574] : INFO : Epoch 630 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 1878.62 ms [2020-12-27 22:48:57 main:574] : INFO : Epoch 631 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 1894.38 ms [2020-12-27 22:48:59 main:574] : INFO : Epoch 632 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1905.87 ms [2020-12-27 22:49:01 main:574] : INFO : Epoch 633 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 1899.53 ms [2020-12-27 22:49:03 main:574] : INFO : Epoch 634 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1879.6 ms [2020-12-27 22:49:05 main:574] : INFO : Epoch 635 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 1911.22 ms [2020-12-27 22:49:06 main:574] : INFO : Epoch 636 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1879.7 ms [2020-12-27 22:49:08 main:574] : INFO : Epoch 637 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 1918.61 ms [2020-12-27 22:49:10 main:574] : INFO : Epoch 638 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 1853.56 ms [2020-12-27 22:49:12 main:574] : INFO : Epoch 639 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 1879.25 ms [2020-12-27 22:49:14 main:574] : INFO : Epoch 640 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 1903.83 ms [2020-12-27 22:49:16 main:574] : INFO : Epoch 641 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 1908.15 ms [2020-12-27 22:49:18 main:574] : INFO : Epoch 642 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 1887.13 ms [2020-12-27 22:49:20 main:574] : INFO : Epoch 643 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 1933.47 ms [2020-12-27 22:49:22 main:574] : INFO : Epoch 644 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 1896.29 ms [2020-12-27 22:49:24 main:574] : INFO : Epoch 645 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 1917.65 ms [2020-12-27 22:49:25 main:574] : INFO : Epoch 646 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1858.77 ms [2020-12-27 22:49:27 main:574] : INFO : Epoch 647 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 1912.84 ms [2020-12-27 22:49:29 main:574] : INFO : Epoch 648 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 1893.97 ms [2020-12-27 22:49:31 main:574] : INFO : Epoch 649 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1865.61 ms [2020-12-27 22:49:33 main:574] : INFO : Epoch 650 | loss: 0.0311699 | val_loss: 0.031177 | Time: 1891.8 ms [2020-12-27 22:49:35 main:574] : INFO : Epoch 651 | loss: 0.0311688 | val_loss: 0.0311816 | Time: 1898.11 ms [2020-12-27 22:49:37 main:574] : INFO : Epoch 652 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 1879.91 ms [2020-12-27 22:49:39 main:574] : INFO : Epoch 653 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 1876.43 ms [2020-12-27 22:49:41 main:574] : INFO : Epoch 654 | loss: 0.0311725 | val_loss: 0.031179 | Time: 1897.34 ms [2020-12-27 22:49:43 main:574] : INFO : Epoch 655 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 1904.2 ms [2020-12-27 22:49:45 main:574] : INFO : Epoch 656 | loss: 0.031169 | val_loss: 0.0311778 | Time: 1896.6 ms [2020-12-27 22:49:46 main:574] : INFO : Epoch 657 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 1864.98 ms [2020-12-27 22:49:48 main:574] : INFO : Epoch 658 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 1899.89 ms [2020-12-27 22:49:50 main:574] : INFO : Epoch 659 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1887.69 ms [2020-12-27 22:49:52 main:574] : INFO : Epoch 660 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 1899.08 ms [2020-12-27 22:49:54 main:574] : INFO : Epoch 661 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 1906.47 ms [2020-12-27 22:49:56 main:574] : INFO : Epoch 662 | loss: 0.0311678 | val_loss: 0.03118 | Time: 1914.65 ms [2020-12-27 22:49:58 main:574] : INFO : Epoch 663 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 1869.42 ms [2020-12-27 22:50:00 main:574] : INFO : Epoch 664 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 1882.12 ms [2020-12-27 22:50:02 main:574] : INFO : Epoch 665 | loss: 0.0311678 | val_loss: 0.0311775 | Time: 1876.53 ms [2020-12-27 22:50:03 main:574] : INFO : Epoch 666 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1895.68 ms [2020-12-27 22:50:05 main:574] : INFO : Epoch 667 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 1878.78 ms [2020-12-27 22:50:07 main:574] : INFO : Epoch 668 | loss: 0.031172 | val_loss: 0.0311763 | Time: 1919.91 ms [2020-12-27 22:50:09 main:574] : INFO : Epoch 669 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 1928.35 ms [2020-12-27 22:50:11 main:574] : INFO : Epoch 670 | loss: 0.0311717 | val_loss: 0.0311819 | Time: 1897.19 ms [2020-12-27 22:50:13 main:574] : INFO : Epoch 671 | loss: 0.0311677 | val_loss: 0.03118 | Time: 1885.23 ms [2020-12-27 22:50:15 main:574] : INFO : Epoch 672 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1877.44 ms [2020-12-27 22:50:17 main:574] : INFO : Epoch 673 | loss: 0.0311674 | val_loss: 0.031178 | Time: 1848.86 ms [2020-12-27 22:50:19 main:574] : INFO : Epoch 674 | loss: 0.0311665 | val_loss: 0.0311802 | Time: 1892.11 ms [2020-12-27 22:50:21 main:574] : INFO : Epoch 675 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1887.11 ms [2020-12-27 22:50:23 main:574] : INFO : Epoch 676 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 1924.41 ms [2020-12-27 22:50:24 main:574] : INFO : Epoch 677 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 1881.08 ms [2020-12-27 22:50:26 main:574] : INFO : Epoch 678 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 1873.07 ms [2020-12-27 22:50:28 main:574] : INFO : Epoch 679 | loss: 0.0311654 | val_loss: 0.0311788 | Time: 1863.45 ms [2020-12-27 22:50:30 main:574] : INFO : Epoch 680 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 1890.23 ms [2020-12-27 22:50:32 main:574] : INFO : Epoch 681 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1889.33 ms [2020-12-27 22:50:34 main:574] : INFO : Epoch 682 | loss: 0.0311649 | val_loss: 0.0311753 | Time: 1869.48 ms [2020-12-27 22:50:36 main:574] : INFO : Epoch 683 | loss: 0.0311658 | val_loss: 0.0311823 | Time: 1913.12 ms [2020-12-27 22:50:38 main:574] : INFO : Epoch 684 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 1932.52 ms [2020-12-27 22:50:40 main:574] : INFO : Epoch 685 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1859.38 ms [2020-12-27 22:50:42 main:574] : INFO : Epoch 686 | loss: 0.0311644 | val_loss: 0.0311779 | Time: 1877.86 ms [2020-12-27 22:50:43 main:574] : INFO : Epoch 687 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1870.49 ms [2020-12-27 22:50:45 main:574] : INFO : Epoch 688 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1909.73 ms [2020-12-27 22:50:47 main:574] : INFO : Epoch 689 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1911.5 ms [2020-12-27 22:50:49 main:574] : INFO : Epoch 690 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1885.12 ms [2020-12-27 22:50:51 main:574] : INFO : Epoch 691 | loss: 0.0311692 | val_loss: 0.0312048 | Time: 1901.76 ms [2020-12-27 22:50:53 main:574] : INFO : Epoch 692 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 1890 ms [2020-12-27 22:50:55 main:574] : INFO : Epoch 693 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 1878.88 ms [2020-12-27 22:50:57 main:574] : INFO : Epoch 694 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 1883.64 ms [2020-12-27 22:50:59 main:574] : INFO : Epoch 695 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 1912.84 ms [2020-12-27 22:51:01 main:574] : INFO : Epoch 696 | loss: 0.0311656 | val_loss: 0.0311814 | Time: 1937.51 ms [2020-12-27 22:51:03 main:574] : INFO : Epoch 697 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 1907.4 ms [2020-12-27 22:51:04 main:574] : INFO : Epoch 698 | loss: 0.0311686 | val_loss: 0.03118 | Time: 1891.6 ms [2020-12-27 22:51:06 main:574] : INFO : Epoch 699 | loss: 0.0311689 | val_loss: 0.031177 | Time: 1882.09 ms [2020-12-27 22:51:08 main:574] : INFO : Epoch 700 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 1877.95 ms [2020-12-27 22:51:10 main:574] : INFO : Epoch 701 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1868.38 ms [2020-12-27 22:51:12 main:574] : INFO : Epoch 702 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1922.58 ms [2020-12-27 22:51:14 main:574] : INFO : Epoch 703 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1896.23 ms [2020-12-27 22:51:16 main:574] : INFO : Epoch 704 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 1912.28 ms [2020-12-27 22:51:18 main:574] : INFO : Epoch 705 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 1891.31 ms [2020-12-27 22:51:20 main:574] : INFO : Epoch 706 | loss: 0.0311671 | val_loss: 0.03118 | Time: 1898.64 ms [2020-12-27 22:51:22 main:574] : INFO : Epoch 707 | loss: 0.031166 | val_loss: 0.0311764 | Time: 1859.1 ms [2020-12-27 22:51:23 main:574] : INFO : Epoch 708 | loss: 0.031164 | val_loss: 0.0311758 | Time: 1887.18 ms [2020-12-27 22:51:25 main:574] : INFO : Epoch 709 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1871.57 ms [2020-12-27 22:51:27 main:574] : INFO : Epoch 710 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1918.35 ms [2020-12-27 22:51:29 main:574] : INFO : Epoch 711 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 1906.55 ms [2020-12-27 22:51:31 main:574] : INFO : Epoch 712 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1891.86 ms [2020-12-27 22:51:33 main:574] : INFO : Epoch 713 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 1860.02 ms [2020-12-27 22:51:35 main:574] : INFO : Epoch 714 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1903.69 ms [2020-12-27 22:51:37 main:574] : INFO : Epoch 715 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 1897.24 ms [2020-12-27 22:51:39 main:574] : INFO : Epoch 716 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 1896.74 ms [2020-12-27 22:51:41 main:574] : INFO : Epoch 717 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 1912.95 ms [2020-12-27 22:51:43 main:574] : INFO : Epoch 718 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 1935.17 ms [2020-12-27 22:51:44 main:574] : INFO : Epoch 719 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 1888.34 ms [2020-12-27 22:51:46 main:574] : INFO : Epoch 720 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 1909.31 ms [2020-12-27 22:51:48 main:574] : INFO : Epoch 721 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 1897.95 ms [2020-12-27 22:51:50 main:574] : INFO : Epoch 722 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 1914.08 ms [2020-12-27 22:51:52 main:574] : INFO : Epoch 723 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1887.15 ms [2020-12-27 22:51:54 main:574] : INFO : Epoch 724 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1934.77 ms [2020-12-27 22:51:56 main:574] : INFO : Epoch 725 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 1898.8 ms [2020-12-27 22:51:58 main:574] : INFO : Epoch 726 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 1883.54 ms [2020-12-27 22:52:00 main:574] : INFO : Epoch 727 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 1909.01 ms [2020-12-27 22:52:02 main:574] : INFO : Epoch 728 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1885.37 ms [2020-12-27 22:52:04 main:574] : INFO : Epoch 729 | loss: 0.0311636 | val_loss: 0.0311769 | Time: 1895.64 ms [2020-12-27 22:52:05 main:574] : INFO : Epoch 730 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1878.72 ms [2020-12-27 22:52:07 main:574] : INFO : Epoch 731 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 1886.67 ms [2020-12-27 22:52:09 main:574] : INFO : Epoch 732 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 1905.08 ms [2020-12-27 22:52:11 main:574] : INFO : Epoch 733 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 1872.27 ms [2020-12-27 22:52:13 main:574] : INFO : Epoch 734 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1904.9 ms [2020-12-27 22:52:15 main:574] : INFO : Epoch 735 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 1901.99 ms [2020-12-27 22:52:17 main:574] : INFO : Epoch 736 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1910.15 ms [2020-12-27 22:52:19 main:574] : INFO : Epoch 737 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 1893.19 ms [2020-12-27 22:52:21 main:574] : INFO : Epoch 738 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 1895.08 ms [2020-12-27 22:52:23 main:574] : INFO : Epoch 739 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1928.17 ms [2020-12-27 22:52:24 main:574] : INFO : Epoch 740 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1883.11 ms [2020-12-27 22:52:26 main:574] : INFO : Epoch 741 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 1861.83 ms [2020-12-27 22:52:28 main:574] : INFO : Epoch 742 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 1896.33 ms [2020-12-27 22:52:30 main:574] : INFO : Epoch 743 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1881.94 ms [2020-12-27 22:52:32 main:574] : INFO : Epoch 744 | loss: 0.0311737 | val_loss: 0.0311737 | Time: 1894.97 ms [2020-12-27 22:52:34 main:574] : INFO : Epoch 745 | loss: 0.0311716 | val_loss: 0.0312696 | Time: 1897.06 ms [2020-12-27 22:52:36 main:574] : INFO : Epoch 746 | loss: 0.0311902 | val_loss: 0.0311872 | Time: 1916.35 ms [2020-12-27 22:52:38 main:574] : INFO : Epoch 747 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 1872.26 ms [2020-12-27 22:52:40 main:574] : INFO : Epoch 748 | loss: 0.03118 | val_loss: 0.0311796 | Time: 1873.08 ms [2020-12-27 22:52:42 main:574] : INFO : Epoch 749 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1861.33 ms [2020-12-27 22:52:43 main:574] : INFO : Epoch 750 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 1911.38 ms [2020-12-27 22:52:45 main:574] : INFO : Epoch 751 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1875.61 ms [2020-12-27 22:52:47 main:574] : INFO : Epoch 752 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1909.12 ms [2020-12-27 22:52:49 main:574] : INFO : Epoch 753 | loss: 0.0311716 | val_loss: 0.031173 | Time: 1888.8 ms [2020-12-27 22:52:51 main:574] : INFO : Epoch 754 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 1906.33 ms [2020-12-27 22:52:53 main:574] : INFO : Epoch 755 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1898.36 ms [2020-12-27 22:52:55 main:574] : INFO : Epoch 756 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 1881.34 ms [2020-12-27 22:52:57 main:574] : INFO : Epoch 757 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 1874.3 ms [2020-12-27 22:52:59 main:574] : INFO : Epoch 758 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 1894.93 ms [2020-12-27 22:53:01 main:574] : INFO : Epoch 759 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 1887.59 ms [2020-12-27 22:53:02 main:574] : INFO : Epoch 760 | loss: 0.0311675 | val_loss: 0.031173 | Time: 1881.65 ms [2020-12-27 22:53:04 main:574] : INFO : Epoch 761 | loss: 0.0311676 | val_loss: 0.0311696 | Time: 1890.58 ms [2020-12-27 22:53:06 main:574] : INFO : Epoch 762 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 1918.58 ms [2020-12-27 22:53:08 main:574] : INFO : Epoch 763 | loss: 0.0311674 | val_loss: 0.0311695 | Time: 1867.48 ms [2020-12-27 22:53:10 main:574] : INFO : Epoch 764 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 1885.65 ms [2020-12-27 22:53:12 main:574] : INFO : Epoch 765 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 1878.8 ms [2020-12-27 22:53:14 main:574] : INFO : Epoch 766 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 1881.87 ms [2020-12-27 22:53:16 main:574] : INFO : Epoch 767 | loss: 0.031168 | val_loss: 0.0311721 | Time: 1874.53 ms [2020-12-27 22:53:18 main:574] : INFO : Epoch 768 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 1890.96 ms [2020-12-27 22:53:19 main:574] : INFO : Epoch 769 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 1894.79 ms [2020-12-27 22:53:21 main:574] : INFO : Epoch 770 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 1911.58 ms [2020-12-27 22:53:23 main:574] : INFO : Epoch 771 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 1895.63 ms [2020-12-27 22:53:25 main:574] : INFO : Epoch 772 | loss: 0.0311683 | val_loss: 0.0311695 | Time: 1888.94 ms [2020-12-27 22:53:27 main:574] : INFO : Epoch 773 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1862.61 ms [2020-12-27 22:53:29 main:574] : INFO : Epoch 774 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 1898.32 ms [2020-12-27 22:53:31 main:574] : INFO : Epoch 775 | loss: 0.0311655 | val_loss: 0.0311702 | Time: 1888.91 ms [2020-12-27 22:53:33 main:574] : INFO : Epoch 776 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 1907.79 ms [2020-12-27 22:53:35 main:574] : INFO : Epoch 777 | loss: 0.031164 | val_loss: 0.0311703 | Time: 1907.07 ms [2020-12-27 22:53:37 main:574] : INFO : Epoch 778 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1902.36 ms [2020-12-27 22:53:39 main:574] : INFO : Epoch 779 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1881.79 ms [2020-12-27 22:53:40 main:574] : INFO : Epoch 780 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1884.84 ms [2020-12-27 22:53:42 main:574] : INFO : Epoch 781 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1876.8 ms [2020-12-27 22:53:44 main:574] : INFO : Epoch 782 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 1886.48 ms [2020-12-27 22:53:46 main:574] : INFO : Epoch 783 | loss: 0.0311678 | val_loss: 0.0311711 | Time: 1898.2 ms [2020-12-27 22:53:48 main:574] : INFO : Epoch 784 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 1888.91 ms [2020-12-27 22:53:50 main:574] : INFO : Epoch 785 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1895.94 ms [2020-12-27 22:53:52 main:574] : INFO : Epoch 786 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1859.49 ms [2020-12-27 22:53:54 main:574] : INFO : Epoch 787 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 1857.86 ms [2020-12-27 22:53:55 main:574] : INFO : Epoch 788 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 1843.12 ms [2020-12-27 22:53:57 main:574] : INFO : Epoch 789 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 1904.3 ms [2020-12-27 22:53:59 main:574] : INFO : Epoch 790 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 1893.35 ms [2020-12-27 22:54:01 main:574] : INFO : Epoch 791 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 1914.21 ms [2020-12-27 22:54:03 main:574] : INFO : Epoch 792 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 1894.89 ms [2020-12-27 22:54:05 main:574] : INFO : Epoch 793 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 1866.8 ms [2020-12-27 22:54:07 main:574] : INFO : Epoch 794 | loss: 0.0311627 | val_loss: 0.0311693 | Time: 1854.15 ms [2020-12-27 22:54:09 main:574] : INFO : Epoch 795 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1878.59 ms [2020-12-27 22:54:11 main:574] : INFO : Epoch 796 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 1876.13 ms [2020-12-27 22:54:13 main:574] : INFO : Epoch 797 | loss: 0.0311629 | val_loss: 0.0311769 | Time: 1901.86 ms [2020-12-27 22:54:14 main:574] : INFO : Epoch 798 | loss: 0.0311636 | val_loss: 0.031169 | Time: 1882.7 ms [2020-12-27 22:54:16 main:574] : INFO : Epoch 799 | loss: 0.0311647 | val_loss: 0.031169 | Time: 1917.97 ms [2020-12-27 22:54:18 main:574] : INFO : Epoch 800 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 1863.08 ms [2020-12-27 22:54:20 main:574] : INFO : Epoch 801 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1904.97 ms [2020-12-27 22:54:22 main:574] : INFO : Epoch 802 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 1872.12 ms [2020-12-27 22:54:24 main:574] : INFO : Epoch 803 | loss: 0.0311674 | val_loss: 0.0311676 | Time: 1897.71 ms [2020-12-27 22:54:26 main:574] : INFO : Epoch 804 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 1888.28 ms [2020-12-27 22:54:28 main:574] : INFO : Epoch 805 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 1918.68 ms [2020-12-27 22:54:30 main:574] : INFO : Epoch 806 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 1917.79 ms [2020-12-27 22:54:32 main:574] : INFO : Epoch 807 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 1881.49 ms [2020-12-27 22:54:33 main:574] : INFO : Epoch 808 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1876.49 ms [2020-12-27 22:54:35 main:574] : INFO : Epoch 809 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 1876.44 ms [2020-12-27 22:54:37 main:574] : INFO : Epoch 810 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 1895.28 ms [2020-12-27 22:54:39 main:574] : INFO : Epoch 811 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 1869.75 ms [2020-12-27 22:54:41 main:574] : INFO : Epoch 812 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 1887.37 ms [2020-12-27 22:54:43 main:574] : INFO : Epoch 813 | loss: 0.031166 | val_loss: 0.0311686 | Time: 1933.64 ms [2020-12-27 22:54:45 main:574] : INFO : Epoch 814 | loss: 0.0311657 | val_loss: 0.031176 | Time: 1864.14 ms [2020-12-27 22:54:47 main:574] : INFO : Epoch 815 | loss: 0.0311651 | val_loss: 0.0311661 | Time: 1876.9 ms [2020-12-27 22:54:49 main:574] : INFO : Epoch 816 | loss: 0.0311656 | val_loss: 0.0311662 | Time: 1851.18 ms [2020-12-27 22:54:51 main:574] : INFO : Epoch 817 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 1906.82 ms [2020-12-27 22:54:52 main:574] : INFO : Epoch 818 | loss: 0.0311656 | val_loss: 0.031167 | Time: 1898.5 ms [2020-12-27 22:54:54 main:574] : INFO : Epoch 819 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 1880.7 ms [2020-12-27 22:54:56 main:574] : INFO : Epoch 820 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1871.48 ms [2020-12-27 22:54:58 main:574] : INFO : Epoch 821 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 1873.43 ms [2020-12-27 22:55:00 main:574] : INFO : Epoch 822 | loss: 0.0311692 | val_loss: 0.0311712 | Time: 1892.69 ms [2020-12-27 22:55:02 main:574] : INFO : Epoch 823 | loss: 0.0311675 | val_loss: 0.0311699 | Time: 1894.27 ms [2020-12-27 22:55:04 main:574] : INFO : Epoch 824 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 1888.15 ms [2020-12-27 22:55:06 main:574] : INFO : Epoch 825 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 1918.83 ms [2020-12-27 22:55:08 main:574] : INFO : Epoch 826 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 1923.95 ms [2020-12-27 22:55:10 main:574] : INFO : Epoch 827 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 1866.5 ms [2020-12-27 22:55:11 main:574] : INFO : Epoch 828 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 1903.06 ms [2020-12-27 22:55:13 main:574] : INFO : Epoch 829 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1886.43 ms [2020-12-27 22:55:15 main:574] : INFO : Epoch 830 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 1870.9 ms [2020-12-27 22:55:17 main:574] : INFO : Epoch 831 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 1896.64 ms [2020-12-27 22:55:19 main:574] : INFO : Epoch 832 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1901.59 ms [2020-12-27 22:55:21 main:574] : INFO : Epoch 833 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 1929.78 ms [2020-12-27 22:55:23 main:574] : INFO : Epoch 834 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 1891.57 ms [2020-12-27 22:55:25 main:574] : INFO : Epoch 835 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1882.77 ms [2020-12-27 22:55:27 main:574] : INFO : Epoch 836 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 1906.53 ms [2020-12-27 22:55:29 main:574] : INFO : Epoch 837 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 1890.85 ms [2020-12-27 22:55:31 main:574] : INFO : Epoch 838 | loss: 0.031165 | val_loss: 0.0311715 | Time: 1881.57 ms [2020-12-27 22:55:32 main:574] : INFO : Epoch 839 | loss: 0.0311666 | val_loss: 0.0311699 | Time: 1900.05 ms [2020-12-27 22:55:34 main:574] : INFO : Epoch 840 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 1880.65 ms [2020-12-27 22:55:36 main:574] : INFO : Epoch 841 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 1889.61 ms [2020-12-27 22:55:38 main:574] : INFO : Epoch 842 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 1876.65 ms [2020-12-27 22:55:40 main:574] : INFO : Epoch 843 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1885.79 ms [2020-12-27 22:55:42 main:574] : INFO : Epoch 844 | loss: 0.0311633 | val_loss: 0.0311697 | Time: 1880.61 ms [2020-12-27 22:55:44 main:574] : INFO : Epoch 845 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 1909.98 ms [2020-12-27 22:55:46 main:574] : INFO : Epoch 846 | loss: 0.0311667 | val_loss: 0.0311726 | Time: 1878.87 ms [2020-12-27 22:55:48 main:574] : INFO : Epoch 847 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1888.97 ms [2020-12-27 22:55:50 main:574] : INFO : Epoch 848 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1880.67 ms [2020-12-27 22:55:51 main:574] : INFO : Epoch 849 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 1912.23 ms [2020-12-27 22:55:53 main:574] : INFO : Epoch 850 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 1891.45 ms [2020-12-27 22:55:55 main:574] : INFO : Epoch 851 | loss: 0.0311623 | val_loss: 0.031168 | Time: 1923.01 ms [2020-12-27 22:55:57 main:574] : INFO : Epoch 852 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 1877.93 ms [2020-12-27 22:55:59 main:574] : INFO : Epoch 853 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 1912.8 ms [2020-12-27 22:56:01 main:574] : INFO : Epoch 854 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 1885.52 ms [2020-12-27 22:56:03 main:574] : INFO : Epoch 855 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 1907.44 ms [2020-12-27 22:56:05 main:574] : INFO : Epoch 856 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 1869.83 ms [2020-12-27 22:56:07 main:574] : INFO : Epoch 857 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1892.8 ms [2020-12-27 22:56:09 main:574] : INFO : Epoch 858 | loss: 0.03116 | val_loss: 0.0311691 | Time: 1871.6 ms [2020-12-27 22:56:11 main:574] : INFO : Epoch 859 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1883.88 ms [2020-12-27 22:56:12 main:574] : INFO : Epoch 860 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 1900.03 ms [2020-12-27 22:56:14 main:574] : INFO : Epoch 861 | loss: 0.0311785 | val_loss: 0.0311746 | Time: 1913.7 ms [2020-12-27 22:56:16 main:574] : INFO : Epoch 862 | loss: 0.0311705 | val_loss: 0.0311697 | Time: 1885.15 ms [2020-12-27 22:56:18 main:574] : INFO : Epoch 863 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1906.29 ms [2020-12-27 22:56:20 main:574] : INFO : Epoch 864 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1899.14 ms [2020-12-27 22:56:22 main:574] : INFO : Epoch 865 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 1914.35 ms [2020-12-27 22:56:24 main:574] : INFO : Epoch 866 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1885.66 ms [2020-12-27 22:56:26 main:574] : INFO : Epoch 867 | loss: 0.0311609 | val_loss: 0.0311758 | Time: 1887.99 ms [2020-12-27 22:56:28 main:574] : INFO : Epoch 868 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1896.41 ms [2020-12-27 22:56:30 main:574] : INFO : Epoch 869 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 1913.58 ms [2020-12-27 22:56:31 main:574] : INFO : Epoch 870 | loss: 0.0311642 | val_loss: 0.0311703 | Time: 1846.86 ms [2020-12-27 22:56:33 main:574] : INFO : Epoch 871 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 1880.24 ms [2020-12-27 22:56:35 main:574] : INFO : Epoch 872 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 1899.04 ms [2020-12-27 22:56:37 main:574] : INFO : Epoch 873 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 1866.8 ms [2020-12-27 22:56:39 main:574] : INFO : Epoch 874 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 1861.92 ms [2020-12-27 22:56:41 main:574] : INFO : Epoch 875 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1846.37 ms [2020-12-27 22:56:43 main:574] : INFO : Epoch 876 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 1879.72 ms [2020-12-27 22:56:45 main:574] : INFO : Epoch 877 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 1915.05 ms [2020-12-27 22:56:47 main:574] : INFO : Epoch 878 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 1863.52 ms [2020-12-27 22:56:49 main:574] : INFO : Epoch 879 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 1904.51 ms [2020-12-27 22:56:50 main:574] : INFO : Epoch 880 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 1877.39 ms [2020-12-27 22:56:52 main:574] : INFO : Epoch 881 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 1872.82 ms [2020-12-27 22:56:54 main:574] : INFO : Epoch 882 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 1880.29 ms [2020-12-27 22:56:56 main:574] : INFO : Epoch 883 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 1897.86 ms [2020-12-27 22:56:58 main:574] : INFO : Epoch 884 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 1906.14 ms [2020-12-27 22:57:00 main:574] : INFO : Epoch 885 | loss: 0.0311853 | val_loss: 0.0311817 | Time: 1912.51 ms [2020-12-27 22:57:02 main:574] : INFO : Epoch 886 | loss: 0.031185 | val_loss: 0.0311824 | Time: 1856.93 ms [2020-12-27 22:57:04 main:574] : INFO : Epoch 887 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 1898.52 ms [2020-12-27 22:57:06 main:574] : INFO : Epoch 888 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 1871.39 ms [2020-12-27 22:57:08 main:574] : INFO : Epoch 889 | loss: 0.0311824 | val_loss: 0.0311806 | Time: 1908.72 ms [2020-12-27 22:57:09 main:574] : INFO : Epoch 890 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1875.22 ms [2020-12-27 22:57:11 main:574] : INFO : Epoch 891 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 1912.13 ms [2020-12-27 22:57:13 main:574] : INFO : Epoch 892 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 1888.33 ms [2020-12-27 22:57:15 main:574] : INFO : Epoch 893 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 1874.4 ms [2020-12-27 22:57:17 main:574] : INFO : Epoch 894 | loss: 0.031179 | val_loss: 0.0311753 | Time: 1895.86 ms [2020-12-27 22:57:19 main:574] : INFO : Epoch 895 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1873.38 ms [2020-12-27 22:57:21 main:574] : INFO : Epoch 896 | loss: 0.0311769 | val_loss: 0.031175 | Time: 1906.49 ms [2020-12-27 22:57:23 main:574] : INFO : Epoch 897 | loss: 0.0311766 | val_loss: 0.0311751 | Time: 1878.61 ms [2020-12-27 22:57:25 main:574] : INFO : Epoch 898 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 1915.69 ms [2020-12-27 22:57:27 main:574] : INFO : Epoch 899 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 1902.03 ms [2020-12-27 22:57:28 main:574] : INFO : Epoch 900 | loss: 0.0311809 | val_loss: 0.0311767 | Time: 1897.93 ms [2020-12-27 22:57:30 main:574] : INFO : Epoch 901 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 1915.93 ms [2020-12-27 22:57:32 main:574] : INFO : Epoch 902 | loss: 0.0311786 | val_loss: 0.0311999 | Time: 1888.83 ms [2020-12-27 22:57:34 main:574] : INFO : Epoch 903 | loss: 0.0311861 | val_loss: 0.0311809 | Time: 1856.76 ms [2020-12-27 22:57:36 main:574] : INFO : Epoch 904 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 1908.57 ms [2020-12-27 22:57:38 main:574] : INFO : Epoch 905 | loss: 0.0311773 | val_loss: 0.0311761 | Time: 1898.41 ms [2020-12-27 22:57:40 main:574] : INFO : Epoch 906 | loss: 0.0311749 | val_loss: 0.0311724 | Time: 1912.03 ms [2020-12-27 22:57:42 main:574] : INFO : Epoch 907 | loss: 0.0311737 | val_loss: 0.0311742 | Time: 1898.61 ms [2020-12-27 22:57:44 main:574] : INFO : Epoch 908 | loss: 0.031175 | val_loss: 0.0311818 | Time: 1878.15 ms [2020-12-27 22:57:46 main:574] : INFO : Epoch 909 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1880.17 ms [2020-12-27 22:57:48 main:574] : INFO : Epoch 910 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1891.35 ms [2020-12-27 22:57:49 main:574] : INFO : Epoch 911 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 1885.33 ms [2020-12-27 22:57:51 main:574] : INFO : Epoch 912 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1931.71 ms [2020-12-27 22:57:53 main:574] : INFO : Epoch 913 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 1891.44 ms [2020-12-27 22:57:55 main:574] : INFO : Epoch 914 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 1906.96 ms [2020-12-27 22:57:57 main:574] : INFO : Epoch 915 | loss: 0.031172 | val_loss: 0.0311783 | Time: 1866.5 ms [2020-12-27 22:57:59 main:574] : INFO : Epoch 916 | loss: 0.0311714 | val_loss: 0.0311719 | Time: 1880.55 ms [2020-12-27 22:58:01 main:574] : INFO : Epoch 917 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 1893.64 ms [2020-12-27 22:58:03 main:574] : INFO : Epoch 918 | loss: 0.0311722 | val_loss: 0.0311728 | Time: 1907.61 ms [2020-12-27 22:58:05 main:574] : INFO : Epoch 919 | loss: 0.0311711 | val_loss: 0.0311719 | Time: 1919.84 ms [2020-12-27 22:58:07 main:574] : INFO : Epoch 920 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1934.36 ms [2020-12-27 22:58:09 main:574] : INFO : Epoch 921 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 1899.19 ms [2020-12-27 22:58:11 main:574] : INFO : Epoch 922 | loss: 0.0311708 | val_loss: 0.031172 | Time: 1897.62 ms [2020-12-27 22:58:12 main:574] : INFO : Epoch 923 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 1883.67 ms [2020-12-27 22:58:14 main:574] : INFO : Epoch 924 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 1899.43 ms [2020-12-27 22:58:16 main:574] : INFO : Epoch 925 | loss: 0.0311721 | val_loss: 0.0311714 | Time: 1903.16 ms [2020-12-27 22:58:18 main:574] : INFO : Epoch 926 | loss: 0.0311699 | val_loss: 0.0311712 | Time: 1930.51 ms [2020-12-27 22:58:20 main:574] : INFO : Epoch 927 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 1945.74 ms [2020-12-27 22:58:22 main:574] : INFO : Epoch 928 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 1918.49 ms [2020-12-27 22:58:24 main:574] : INFO : Epoch 929 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 1862.28 ms [2020-12-27 22:58:26 main:574] : INFO : Epoch 930 | loss: 0.0311701 | val_loss: 0.0311731 | Time: 1873.9 ms [2020-12-27 22:58:28 main:574] : INFO : Epoch 931 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 1880.71 ms [2020-12-27 22:58:30 main:574] : INFO : Epoch 932 | loss: 0.0311679 | val_loss: 0.0311698 | Time: 1898.49 ms [2020-12-27 22:58:31 main:574] : INFO : Epoch 933 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 1869.59 ms [2020-12-27 22:58:33 main:574] : INFO : Epoch 934 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 1908.92 ms [2020-12-27 22:58:35 main:574] : INFO : Epoch 935 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 1884.14 ms [2020-12-27 22:58:37 main:574] : INFO : Epoch 936 | loss: 0.03117 | val_loss: 0.0311781 | Time: 1879.23 ms [2020-12-27 22:58:39 main:574] : INFO : Epoch 937 | loss: 0.0311703 | val_loss: 0.0311694 | Time: 1875.5 ms [2020-12-27 22:58:41 main:574] : INFO : Epoch 938 | loss: 0.031169 | val_loss: 0.0311716 | Time: 1923.13 ms [2020-12-27 22:58:43 main:574] : INFO : Epoch 939 | loss: 0.031173 | val_loss: 0.031172 | Time: 1920.84 ms [2020-12-27 22:58:45 main:574] : INFO : Epoch 940 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 1875.16 ms [2020-12-27 22:58:47 main:574] : INFO : Epoch 941 | loss: 0.031168 | val_loss: 0.0311731 | Time: 1885.15 ms [2020-12-27 22:58:49 main:574] : INFO : Epoch 942 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1925.94 ms [2020-12-27 22:58:51 main:574] : INFO : Epoch 943 | loss: 0.031175 | val_loss: 0.0311782 | Time: 1902.53 ms [2020-12-27 22:58:52 main:574] : INFO : Epoch 944 | loss: 0.0311745 | val_loss: 0.0311736 | Time: 1904.71 ms [2020-12-27 22:58:54 main:574] : INFO : Epoch 945 | loss: 0.0311723 | val_loss: 0.0311718 | Time: 1883.68 ms [2020-12-27 22:58:56 main:574] : INFO : Epoch 946 | loss: 0.0311717 | val_loss: 0.0311724 | Time: 1923.34 ms [2020-12-27 22:58:58 main:574] : INFO : Epoch 947 | loss: 0.031171 | val_loss: 0.0311739 | Time: 1894.79 ms [2020-12-27 22:59:00 main:574] : INFO : Epoch 948 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 1877.56 ms [2020-12-27 22:59:02 main:574] : INFO : Epoch 949 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 1854.41 ms [2020-12-27 22:59:04 main:574] : INFO : Epoch 950 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 1924.7 ms [2020-12-27 22:59:06 main:574] : INFO : Epoch 951 | loss: 0.0311688 | val_loss: 0.031173 | Time: 1857.77 ms [2020-12-27 22:59:08 main:574] : INFO : Epoch 952 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 1888.48 ms [2020-12-27 22:59:10 main:574] : INFO : Epoch 953 | loss: 0.0311669 | val_loss: 0.03117 | Time: 1897.51 ms [2020-12-27 22:59:11 main:574] : INFO : Epoch 954 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 1928.94 ms [2020-12-27 22:59:13 main:574] : INFO : Epoch 955 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1901.77 ms [2020-12-27 22:59:15 main:574] : INFO : Epoch 956 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 1884.09 ms [2020-12-27 22:59:17 main:574] : INFO : Epoch 957 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 1917.12 ms [2020-12-27 22:59:19 main:574] : INFO : Epoch 958 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1858.99 ms [2020-12-27 22:59:21 main:574] : INFO : Epoch 959 | loss: 0.0311717 | val_loss: 0.0311701 | Time: 1891.62 ms [2020-12-27 22:59:23 main:574] : INFO : Epoch 960 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 1912.4 ms [2020-12-27 22:59:25 main:574] : INFO : Epoch 961 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1898.65 ms [2020-12-27 22:59:27 main:574] : INFO : Epoch 962 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1920.62 ms [2020-12-27 22:59:29 main:574] : INFO : Epoch 963 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1878.17 ms [2020-12-27 22:59:31 main:574] : INFO : Epoch 964 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 1878.17 ms [2020-12-27 22:59:32 main:574] : INFO : Epoch 965 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 1896.8 ms [2020-12-27 22:59:34 main:574] : INFO : Epoch 966 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 1881.58 ms [2020-12-27 22:59:36 main:574] : INFO : Epoch 967 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1893.55 ms [2020-12-27 22:59:38 main:574] : INFO : Epoch 968 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 1912.88 ms [2020-12-27 22:59:40 main:574] : INFO : Epoch 969 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 1895.58 ms [2020-12-27 22:59:42 main:574] : INFO : Epoch 970 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 1903.52 ms [2020-12-27 22:59:44 main:574] : INFO : Epoch 971 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 1915.54 ms [2020-12-27 22:59:46 main:574] : INFO : Epoch 972 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 1901.43 ms [2020-12-27 22:59:48 main:574] : INFO : Epoch 973 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1882.01 ms [2020-12-27 22:59:50 main:574] : INFO : Epoch 974 | loss: 0.0311685 | val_loss: 0.031171 | Time: 1906.2 ms [2020-12-27 22:59:51 main:574] : INFO : Epoch 975 | loss: 0.0311669 | val_loss: 0.0311708 | Time: 1879.29 ms [2020-12-27 22:59:53 main:574] : INFO : Epoch 976 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 1911.1 ms [2020-12-27 22:59:55 main:574] : INFO : Epoch 977 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 1877.61 ms [2020-12-27 22:59:57 main:574] : INFO : Epoch 978 | loss: 0.0311675 | val_loss: 0.0311699 | Time: 1924.49 ms [2020-12-27 22:59:59 main:574] : INFO : Epoch 979 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 1885.67 ms [2020-12-27 23:00:01 main:574] : INFO : Epoch 980 | loss: 0.0311662 | val_loss: 0.031169 | Time: 1881.64 ms [2020-12-27 23:00:03 main:574] : INFO : Epoch 981 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 1871.28 ms [2020-12-27 23:00:05 main:574] : INFO : Epoch 982 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 1896.08 ms [2020-12-27 23:00:07 main:574] : INFO : Epoch 983 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1866.53 ms [2020-12-27 23:00:09 main:574] : INFO : Epoch 984 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1895.63 ms [2020-12-27 23:00:10 main:574] : INFO : Epoch 985 | loss: 0.031165 | val_loss: 0.0311706 | Time: 1914.11 ms [2020-12-27 23:00:12 main:574] : INFO : Epoch 986 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1909.55 ms [2020-12-27 23:00:14 main:574] : INFO : Epoch 987 | loss: 0.031165 | val_loss: 0.0311708 | Time: 1900.44 ms [2020-12-27 23:00:16 main:574] : INFO : Epoch 988 | loss: 0.0311642 | val_loss: 0.031174 | Time: 1905.81 ms [2020-12-27 23:00:18 main:574] : INFO : Epoch 989 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 1886.74 ms [2020-12-27 23:00:20 main:574] : INFO : Epoch 990 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 1905.27 ms [2020-12-27 23:00:22 main:574] : INFO : Epoch 991 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 1876.01 ms [2020-12-27 23:00:24 main:574] : INFO : Epoch 992 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 1907.67 ms [2020-12-27 23:00:26 main:574] : INFO : Epoch 993 | loss: 0.031164 | val_loss: 0.031173 | Time: 1909.59 ms [2020-12-27 23:00:28 main:574] : INFO : Epoch 994 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 1911.86 ms [2020-12-27 23:00:30 main:574] : INFO : Epoch 995 | loss: 0.0311649 | val_loss: 0.0311785 | Time: 1881.34 ms [2020-12-27 23:00:31 main:574] : INFO : Epoch 996 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1863.54 ms [2020-12-27 23:00:33 main:574] : INFO : Epoch 997 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1868.37 ms [2020-12-27 23:00:35 main:574] : INFO : Epoch 998 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1920.29 ms [2020-12-27 23:00:37 main:574] : INFO : Epoch 999 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 1887.25 ms [2020-12-27 23:00:39 main:574] : INFO : Epoch 1000 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 1905.7 ms [2020-12-27 23:00:41 main:574] : INFO : Epoch 1001 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 1887.64 ms [2020-12-27 23:00:43 main:574] : INFO : Epoch 1002 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 1890.35 ms [2020-12-27 23:00:45 main:574] : INFO : Epoch 1003 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 1866.47 ms [2020-12-27 23:00:47 main:574] : INFO : Epoch 1004 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 1878.53 ms [2020-12-27 23:00:49 main:574] : INFO : Epoch 1005 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 1921.12 ms [2020-12-27 23:00:50 main:574] : INFO : Epoch 1006 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 1896.93 ms [2020-12-27 23:00:52 main:574] : INFO : Epoch 1007 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 1881.92 ms [2020-12-27 23:00:54 main:574] : INFO : Epoch 1008 | loss: 0.031167 | val_loss: 0.0311684 | Time: 1874.62 ms [2020-12-27 23:00:55 main:574] : INFO : Epoch 1009 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 1195.79 ms [2020-12-27 23:00:57 main:574] : INFO : Epoch 1010 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 1244.88 ms [2020-12-27 23:00:58 main:574] : INFO : Epoch 1011 | loss: 0.0311662 | val_loss: 0.0311676 | Time: 1307.73 ms [2020-12-27 23:00:59 main:574] : INFO : Epoch 1012 | loss: 0.0311672 | val_loss: 0.0311701 | Time: 1289.57 ms [2020-12-27 23:01:01 main:574] : INFO : Epoch 1013 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 1330.73 ms [2020-12-27 23:01:02 main:574] : INFO : Epoch 1014 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1350.98 ms [2020-12-27 23:01:03 main:574] : INFO : Epoch 1015 | loss: 0.031166 | val_loss: 0.0311683 | Time: 1382.02 ms [2020-12-27 23:01:05 main:574] : INFO : Epoch 1016 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1702.28 ms [2020-12-27 23:01:07 main:574] : INFO : Epoch 1017 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 1864.79 ms [2020-12-27 23:01:09 main:574] : INFO : Epoch 1018 | loss: 0.031164 | val_loss: 0.0311696 | Time: 1838.91 ms [2020-12-27 23:01:11 main:574] : INFO : Epoch 1019 | loss: 0.0311652 | val_loss: 0.031169 | Time: 1853.92 ms [2020-12-27 23:01:13 main:574] : INFO : Epoch 1020 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 1885.43 ms [2020-12-27 23:01:15 main:574] : INFO : Epoch 1021 | loss: 0.0311646 | val_loss: 0.0311687 | Time: 1888.89 ms [2020-12-27 23:01:16 main:574] : INFO : Epoch 1022 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 1908.37 ms [2020-12-27 23:01:18 main:574] : INFO : Epoch 1023 | loss: 0.0311636 | val_loss: 0.0311669 | Time: 1910.27 ms [2020-12-27 23:01:20 main:574] : INFO : Epoch 1024 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 1868.3 ms [2020-12-27 23:01:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311671 [2020-12-27 23:01:20 main:603] : INFO : Saving end state to config to file [2020-12-27 23:01:20 main:608] : INFO : Success, exiting.. 23:01:20 (12944): 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)