Task 3369484
| Name | ParityModified-1605115975-16590-9_1 |
| Workunit | 1624349 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:30:43 UTC |
| Report deadline | 28 Dec 2020, 19:30:43 UTC |
| Received | 21 Dec 2020, 23:39:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5564 |
| Run time | 36 min 33 sec |
| CPU time | 36 min 15 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,032.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 510 | loss: 0.0311729 | val_loss: 0.0311814 | Time: 1936.42 ms [2020-12-21 23:19:22 main:581] : INFO : Epoch 511 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 1997.61 ms [2020-12-21 23:19:24 main:581] : INFO : Epoch 512 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2059.9 ms [2020-12-21 23:19:26 main:581] : INFO : Epoch 513 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 2136.74 ms [2020-12-21 23:19:28 main:581] : INFO : Epoch 514 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 2030.77 ms [2020-12-21 23:19:30 main:581] : INFO : Epoch 515 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 2054.55 ms [2020-12-21 23:19:32 main:581] : INFO : Epoch 516 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 1983.42 ms [2020-12-21 23:19:33 main:581] : INFO : Epoch 517 | loss: 0.0311763 | val_loss: 0.0311871 | Time: 1367.03 ms [2020-12-21 23:19:35 main:581] : INFO : Epoch 518 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 1822.2 ms [2020-12-21 23:19:37 main:581] : INFO : Epoch 519 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2110.08 ms [2020-12-21 23:19:39 main:581] : INFO : Epoch 520 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 1978.52 ms [2020-12-21 23:19:41 main:581] : INFO : Epoch 521 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2101.58 ms [2020-12-21 23:19:44 main:581] : INFO : Epoch 522 | loss: 0.0311759 | val_loss: 0.0311895 | Time: 2240.08 ms [2020-12-21 23:19:46 main:581] : INFO : Epoch 523 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 2292.58 ms [2020-12-21 23:19:48 main:581] : INFO : Epoch 524 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 2192.67 ms [2020-12-21 23:19:50 main:581] : INFO : Epoch 525 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2042.27 ms [2020-12-21 23:19:52 main:581] : INFO : Epoch 526 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 2267.55 ms [2020-12-21 23:19:54 main:581] : INFO : Epoch 527 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 1161.09 ms [2020-12-21 23:19:56 main:581] : INFO : Epoch 528 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 2147.61 ms [2020-12-21 23:19:58 main:581] : INFO : Epoch 529 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2302.2 ms [2020-12-21 23:20:00 main:581] : INFO : Epoch 530 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 2213.98 ms [2020-12-21 23:20:02 main:581] : INFO : Epoch 531 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 2144.5 ms [2020-12-21 23:20:05 main:581] : INFO : Epoch 532 | loss: 0.031173 | val_loss: 0.0311829 | Time: 2344.34 ms [2020-12-21 23:20:07 main:581] : INFO : Epoch 533 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 1914.36 ms [2020-12-21 23:20:09 main:581] : INFO : Epoch 534 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2000.04 ms [2020-12-21 23:20:11 main:581] : INFO : Epoch 535 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 2321 ms [2020-12-21 23:20:13 main:581] : INFO : Epoch 536 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 1792.57 ms [2020-12-21 23:20:14 main:581] : INFO : Epoch 537 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1231.53 ms [2020-12-21 23:20:16 main:581] : INFO : Epoch 538 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 2147.74 ms [2020-12-21 23:20:18 main:581] : INFO : Epoch 539 | loss: 0.031181 | val_loss: 0.0311808 | Time: 2094.1 ms [2020-12-21 23:20:20 main:581] : INFO : Epoch 540 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 2159.19 ms [2020-12-21 23:20:23 main:581] : INFO : Epoch 541 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 2157.75 ms [2020-12-21 23:20:25 main:581] : INFO : Epoch 542 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 2153.14 ms [2020-12-21 23:20:27 main:581] : INFO : Epoch 543 | loss: 0.0311744 | val_loss: 0.0311843 | Time: 2147.93 ms [2020-12-21 23:20:29 main:581] : INFO : Epoch 544 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 2121.49 ms [2020-12-21 23:20:31 main:581] : INFO : Epoch 545 | loss: 0.0311762 | val_loss: 0.0311857 | Time: 2125.44 ms [2020-12-21 23:20:33 main:581] : INFO : Epoch 546 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 1691.83 ms [2020-12-21 23:20:34 main:581] : INFO : Epoch 547 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 1126.02 ms [2020-12-21 23:20:36 main:581] : INFO : Epoch 548 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 1890.47 ms [2020-12-21 23:20:38 main:581] : INFO : Epoch 549 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 2008.85 ms [2020-12-21 23:20:40 main:581] : INFO : Epoch 550 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1970.56 ms [2020-12-21 23:20:42 main:581] : INFO : Epoch 551 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 1866.78 ms [2020-12-21 23:20:44 main:581] : INFO : Epoch 552 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1883.31 ms [2020-12-21 23:20:45 main:581] : INFO : Epoch 553 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 1912.06 ms [2020-12-21 23:20:47 main:581] : INFO : Epoch 554 | loss: 0.031181 | val_loss: 0.0311887 | Time: 1870.33 ms [2020-12-21 23:20:49 main:581] : INFO : Epoch 555 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 1936.84 ms [2020-12-21 23:20:51 main:581] : INFO : Epoch 556 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 2005.36 ms [2020-12-21 23:20:53 main:581] : INFO : Epoch 557 | loss: 0.0311815 | val_loss: 0.0311792 | Time: 1642.37 ms [2020-12-21 23:20:54 main:581] : INFO : Epoch 558 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1289.36 ms [2020-12-21 23:20:56 main:581] : INFO : Epoch 559 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1959 ms [2020-12-21 23:20:58 main:581] : INFO : Epoch 560 | loss: 0.0311802 | val_loss: 0.0311774 | Time: 1923.79 ms [2020-12-21 23:21:00 main:581] : INFO : Epoch 561 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2009.9 ms [2020-12-21 23:21:02 main:581] : INFO : Epoch 562 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 1897.85 ms [2020-12-21 23:21:04 main:581] : INFO : Epoch 563 | loss: 0.0311772 | val_loss: 0.0311843 | Time: 1938.09 ms [2020-12-21 23:21:06 main:581] : INFO : Epoch 564 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1906.81 ms [2020-12-21 23:21:08 main:581] : INFO : Epoch 565 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1985.02 ms [2020-12-21 23:21:10 main:581] : INFO : Epoch 566 | loss: 0.0311771 | val_loss: 0.0311872 | Time: 2130.76 ms [2020-12-21 23:21:12 main:581] : INFO : Epoch 567 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 1884.72 ms [2020-12-21 23:21:13 main:581] : INFO : Epoch 568 | loss: 0.0311735 | val_loss: 0.031193 | Time: 1345.61 ms [2020-12-21 23:21:15 main:581] : INFO : Epoch 569 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 1626.98 ms [2020-12-21 23:21:17 main:581] : INFO : Epoch 570 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 1801.21 ms [2020-12-21 23:21:19 main:581] : INFO : Epoch 571 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1971.31 ms [2020-12-21 23:21:20 main:581] : INFO : Epoch 572 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 1926.89 ms [2020-12-21 23:21:22 main:581] : INFO : Epoch 573 | loss: 0.0311757 | val_loss: 0.0311947 | Time: 2015.97 ms [2020-12-21 23:21:24 main:581] : INFO : Epoch 574 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1971.58 ms [2020-12-21 23:21:26 main:581] : INFO : Epoch 575 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1922.27 ms [2020-12-21 23:21:28 main:581] : INFO : Epoch 576 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 2016.42 ms [2020-12-21 23:21:30 main:581] : INFO : Epoch 577 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 1982.58 ms [2020-12-21 23:21:32 main:581] : INFO : Epoch 578 | loss: 0.0311732 | val_loss: 0.0311896 | Time: 2043.49 ms [2020-12-21 23:21:34 main:581] : INFO : Epoch 579 | loss: 0.0311795 | val_loss: 0.0311788 | Time: 1093.99 ms [2020-12-21 23:21:36 main:581] : INFO : Epoch 580 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2115.55 ms [2020-12-21 23:21:38 main:581] : INFO : Epoch 581 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 2232.26 ms [2020-12-21 23:21:40 main:581] : INFO : Epoch 582 | loss: 0.0311713 | val_loss: 0.031178 | Time: 2189.38 ms [2020-12-21 23:21:42 main:581] : INFO : Epoch 583 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 2155.63 ms [2020-12-21 23:21:44 main:581] : INFO : Epoch 584 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 2026.85 ms [2020-12-21 23:21:46 main:581] : INFO : Epoch 585 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 2133.11 ms [2020-12-21 23:21:49 main:581] : INFO : Epoch 586 | loss: 0.031174 | val_loss: 0.0311797 | Time: 2175.35 ms [2020-12-21 23:21:51 main:581] : INFO : Epoch 587 | loss: 0.0311773 | val_loss: 0.0311884 | Time: 1945.74 ms [2020-12-21 23:21:52 main:581] : INFO : Epoch 588 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1925.36 ms [2020-12-21 23:21:54 main:581] : INFO : Epoch 589 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 1163.26 ms [2020-12-21 23:21:56 main:581] : INFO : Epoch 590 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 2088.94 ms [2020-12-21 23:21:58 main:581] : INFO : Epoch 591 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2163.14 ms [2020-12-21 23:22:00 main:581] : INFO : Epoch 592 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 2062.91 ms [2020-12-21 23:22:02 main:581] : INFO : Epoch 593 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 2155.95 ms [2020-12-21 23:22:04 main:581] : INFO : Epoch 594 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 2342.19 ms [2020-12-21 23:22:07 main:581] : INFO : Epoch 595 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 2260.5 ms [2020-12-21 23:22:09 main:581] : INFO : Epoch 596 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 2320.14 ms [2020-12-21 23:22:11 main:581] : INFO : Epoch 597 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 2473.05 ms [2020-12-21 23:22:13 main:581] : INFO : Epoch 598 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 1747.28 ms [2020-12-21 23:22:15 main:581] : INFO : Epoch 599 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2171.58 ms [2020-12-21 23:22:18 main:581] : INFO : Epoch 600 | loss: 0.0311717 | val_loss: 0.031179 | Time: 2545.1 ms [2020-12-21 23:22:20 main:581] : INFO : Epoch 601 | loss: 0.0311748 | val_loss: 0.0311749 | Time: 2382.36 ms [2020-12-21 23:22:33 main:581] : INFO : Epoch 602 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 12407.7 ms [2020-12-21 23:22:34 main:581] : INFO : Epoch 603 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 1384.5 ms [2020-12-21 23:22:36 main:581] : INFO : Epoch 604 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 2151.13 ms [2020-12-21 23:22:39 main:581] : INFO : Epoch 605 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2383.84 ms [2020-12-21 23:22:41 main:581] : INFO : Epoch 606 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 2548.25 ms [2020-12-21 23:22:44 main:581] : INFO : Epoch 607 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 2632.04 ms [2020-12-21 23:22:46 main:581] : INFO : Epoch 608 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 2327.72 ms [2020-12-21 23:22:49 main:581] : INFO : Epoch 609 | loss: 0.0311785 | val_loss: 0.0311775 | Time: 2485.45 ms [2020-12-21 23:22:51 main:581] : INFO : Epoch 610 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 2524.46 ms [2020-12-21 23:22:53 main:581] : INFO : Epoch 611 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1946.2 ms [2020-12-21 23:22:55 main:581] : INFO : Epoch 612 | loss: 0.0311772 | val_loss: 0.0311895 | Time: 2138.14 ms [2020-12-21 23:22:58 main:581] : INFO : Epoch 613 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 2393.01 ms [2020-12-21 23:23:00 main:581] : INFO : Epoch 614 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 2431.23 ms [2020-12-21 23:23:13 main:581] : INFO : Epoch 615 | loss: 0.0311746 | val_loss: 0.031183 | Time: 13091.8 ms [2020-12-21 23:23:15 main:581] : INFO : Epoch 616 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 1888.26 ms [2020-12-21 23:23:17 main:581] : INFO : Epoch 617 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 2198.57 ms [2020-12-21 23:23:19 main:581] : INFO : Epoch 618 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 2029.47 ms [2020-12-21 23:23:21 main:581] : INFO : Epoch 619 | loss: 0.031178 | val_loss: 0.0311799 | Time: 2153.67 ms [2020-12-21 23:23:24 main:581] : INFO : Epoch 620 | loss: 0.0311768 | val_loss: 0.0311754 | Time: 2312.19 ms [2020-12-21 23:23:26 main:581] : INFO : Epoch 621 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 2252 ms [2020-12-21 23:23:28 main:581] : INFO : Epoch 622 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 2228.84 ms [2020-12-21 23:23:30 main:581] : INFO : Epoch 623 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2103.5 ms [2020-12-21 23:23:33 main:581] : INFO : Epoch 624 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 2204.26 ms [2020-12-21 23:23:34 main:581] : INFO : Epoch 625 | loss: 0.0311699 | val_loss: 0.031185 | Time: 1291.54 ms [2020-12-21 23:23:36 main:581] : INFO : Epoch 626 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2127.28 ms [2020-12-21 23:23:38 main:581] : INFO : Epoch 627 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 2264.41 ms [2020-12-21 23:23:40 main:581] : INFO : Epoch 628 | loss: 0.0311707 | val_loss: 0.031173 | Time: 2238.94 ms [2020-12-21 23:23:43 main:581] : INFO : Epoch 629 | loss: 0.031174 | val_loss: 0.0311865 | Time: 2230.53 ms [2020-12-21 23:23:45 main:581] : INFO : Epoch 630 | loss: 0.0311737 | val_loss: 0.0311718 | Time: 2272.72 ms [2020-12-21 23:23:47 main:581] : INFO : Epoch 631 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2205.87 ms [2020-12-21 23:23:50 main:581] : INFO : Epoch 632 | loss: 0.031177 | val_loss: 0.031196 | Time: 2458.37 ms [2020-12-21 23:23:52 main:581] : INFO : Epoch 633 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 2499.23 ms [2020-12-21 23:23:54 main:581] : INFO : Epoch 634 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1686.3 ms [2020-12-21 23:23:56 main:581] : INFO : Epoch 635 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 2586.73 ms [2020-12-21 23:23:59 main:581] : INFO : Epoch 636 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 2450.66 ms [2020-12-21 23:24:01 main:581] : INFO : Epoch 637 | loss: 0.0311671 | val_loss: 0.031178 | Time: 2464.21 ms [2020-12-21 23:24:14 main:581] : INFO : Epoch 638 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 12385.7 ms [2020-12-21 23:24:16 main:581] : INFO : Epoch 639 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2270.61 ms [2020-12-21 23:24:18 main:581] : INFO : Epoch 640 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 2435.4 ms [2020-12-21 23:24:21 main:581] : INFO : Epoch 641 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 2231.99 ms [2020-12-21 23:24:23 main:581] : INFO : Epoch 642 | loss: 0.0311748 | val_loss: 0.031178 | Time: 2096.37 ms [2020-12-21 23:24:24 main:581] : INFO : Epoch 643 | loss: 0.0311812 | val_loss: 0.0311959 | Time: 1671.13 ms [2020-12-21 23:24:27 main:581] : INFO : Epoch 644 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2439.23 ms [2020-12-21 23:24:29 main:581] : INFO : Epoch 645 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 2335.48 ms [2020-12-21 23:24:31 main:581] : INFO : Epoch 646 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 2272.75 ms [2020-12-21 23:24:34 main:581] : INFO : Epoch 647 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 2186.19 ms [2020-12-21 23:24:36 main:581] : INFO : Epoch 648 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 2239.79 ms [2020-12-21 23:24:38 main:581] : INFO : Epoch 649 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2262.96 ms [2020-12-21 23:24:40 main:581] : INFO : Epoch 650 | loss: 0.0311652 | val_loss: 0.0311719 | Time: 2021.44 ms [2020-12-21 23:24:42 main:581] : INFO : Epoch 651 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 2063.15 ms [2020-12-21 23:24:44 main:581] : INFO : Epoch 652 | loss: 0.0311656 | val_loss: 0.0311851 | Time: 1214.64 ms [2020-12-21 23:24:46 main:581] : INFO : Epoch 653 | loss: 0.031171 | val_loss: 0.0311736 | Time: 2137.65 ms [2020-12-21 23:24:48 main:581] : INFO : Epoch 654 | loss: 0.0311669 | val_loss: 0.0311801 | Time: 2103.89 ms [2020-12-21 23:24:50 main:581] : INFO : Epoch 655 | loss: 0.0311693 | val_loss: 0.0311928 | Time: 2036.44 ms [2020-12-21 23:24:52 main:581] : INFO : Epoch 656 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2146.36 ms [2020-12-21 23:24:54 main:581] : INFO : Epoch 657 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 2248.23 ms [2020-12-21 23:24:57 main:581] : INFO : Epoch 658 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 2287.82 ms [2020-12-21 23:24:59 main:581] : INFO : Epoch 659 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 2498.23 ms [2020-12-21 23:25:02 main:581] : INFO : Epoch 660 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 2402.64 ms [2020-12-21 23:25:03 main:581] : INFO : Epoch 661 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1746.51 ms [2020-12-21 23:25:05 main:581] : INFO : Epoch 662 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 1928.89 ms [2020-12-21 23:25:08 main:581] : INFO : Epoch 663 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 2415.04 ms [2020-12-21 23:25:10 main:581] : INFO : Epoch 664 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 2411.26 ms [2020-12-21 23:25:12 main:581] : INFO : Epoch 665 | loss: 0.0311668 | val_loss: 0.0311797 | Time: 2216.3 ms [2020-12-21 23:25:15 main:581] : INFO : Epoch 666 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 2329.03 ms [2020-12-21 23:25:17 main:581] : INFO : Epoch 667 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 2279.71 ms [2020-12-21 23:25:19 main:581] : INFO : Epoch 668 | loss: 0.0311652 | val_loss: 0.031178 | Time: 2546.22 ms [2020-12-21 23:25:22 main:581] : INFO : Epoch 669 | loss: 0.0311666 | val_loss: 0.031178 | Time: 2430.22 ms [2020-12-21 23:25:24 main:581] : INFO : Epoch 670 | loss: 0.0311646 | val_loss: 0.0311767 | Time: 1660.29 ms [2020-12-21 23:25:26 main:581] : INFO : Epoch 671 | loss: 0.031165 | val_loss: 0.0311826 | Time: 2155.54 ms [2020-12-21 23:25:28 main:581] : INFO : Epoch 672 | loss: 0.0311671 | val_loss: 0.03118 | Time: 2498.21 ms [2020-12-21 23:25:30 main:581] : INFO : Epoch 673 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 2248.23 ms [2020-12-21 23:25:32 main:581] : INFO : Epoch 674 | loss: 0.0311634 | val_loss: 0.031179 | Time: 2052.28 ms [2020-12-21 23:25:34 main:581] : INFO : Epoch 675 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 2008.77 ms [2020-12-21 23:25:36 main:581] : INFO : Epoch 676 | loss: 0.0311636 | val_loss: 0.0311809 | Time: 1873.07 ms [2020-12-21 23:25:39 main:581] : INFO : Epoch 677 | loss: 0.0311649 | val_loss: 0.0311915 | Time: 2220.54 ms [2020-12-21 23:25:41 main:581] : INFO : Epoch 678 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 2384.02 ms [2020-12-21 23:25:43 main:581] : INFO : Epoch 679 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 2042.87 ms [2020-12-21 23:25:44 main:581] : INFO : Epoch 680 | loss: 0.0311653 | val_loss: 0.031183 | Time: 1395.62 ms [2020-12-21 23:25:47 main:581] : INFO : Epoch 681 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 2209.61 ms [2020-12-21 23:25:49 main:581] : INFO : Epoch 682 | loss: 0.031167 | val_loss: 0.0311813 | Time: 2230.89 ms [2020-12-21 23:25:51 main:581] : INFO : Epoch 683 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 2170.48 ms [2020-12-21 23:25:53 main:581] : INFO : Epoch 684 | loss: 0.031165 | val_loss: 0.0311782 | Time: 2035.76 ms [2020-12-21 23:25:55 main:581] : INFO : Epoch 685 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 2032.58 ms [2020-12-21 23:25:57 main:581] : INFO : Epoch 686 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 2109.19 ms [2020-12-21 23:25:59 main:581] : INFO : Epoch 687 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 2258.86 ms [2020-12-21 23:26:02 main:581] : INFO : Epoch 688 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2071.58 ms [2020-12-21 23:26:03 main:581] : INFO : Epoch 689 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 1781.98 ms [2020-12-21 23:26:05 main:581] : INFO : Epoch 690 | loss: 0.0311655 | val_loss: 0.0311896 | Time: 1878.9 ms [2020-12-21 23:26:08 main:581] : INFO : Epoch 691 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 2328.03 ms [2020-12-21 23:26:10 main:581] : INFO : Epoch 692 | loss: 0.031163 | val_loss: 0.031178 | Time: 2323.36 ms [2020-12-21 23:26:12 main:581] : INFO : Epoch 693 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 2276.55 ms [2020-12-21 23:26:15 main:581] : INFO : Epoch 694 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 2614.52 ms [2020-12-21 23:26:17 main:581] : INFO : Epoch 695 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 2342.5 ms [2020-12-21 23:26:19 main:581] : INFO : Epoch 696 | loss: 0.0311661 | val_loss: 0.0311785 | Time: 2233.21 ms [2020-12-21 23:26:22 main:581] : INFO : Epoch 697 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 2318.81 ms [2020-12-21 23:26:23 main:581] : INFO : Epoch 698 | loss: 0.03117 | val_loss: 0.031178 | Time: 1684.61 ms [2020-12-21 23:26:25 main:581] : INFO : Epoch 699 | loss: 0.0311694 | val_loss: 0.0311855 | Time: 1788.91 ms [2020-12-21 23:26:28 main:581] : INFO : Epoch 700 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 2442.26 ms [2020-12-21 23:26:30 main:581] : INFO : Epoch 701 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 2338.77 ms [2020-12-21 23:26:32 main:581] : INFO : Epoch 702 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 2240.49 ms [2020-12-21 23:26:34 main:581] : INFO : Epoch 703 | loss: 0.031168 | val_loss: 0.0311777 | Time: 2349.41 ms [2020-12-21 23:26:37 main:581] : INFO : Epoch 704 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 2493.51 ms [2020-12-21 23:26:39 main:581] : INFO : Epoch 705 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 2392.05 ms [2020-12-21 23:26:42 main:581] : INFO : Epoch 706 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 2322.68 ms [2020-12-21 23:26:43 main:581] : INFO : Epoch 707 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 1707.68 ms [2020-12-21 23:26:55 main:581] : INFO : Epoch 708 | loss: 0.0311696 | val_loss: 0.0311837 | Time: 12108.1 ms [2020-12-21 23:26:58 main:581] : INFO : Epoch 709 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 2241.88 ms [2020-12-21 23:27:00 main:581] : INFO : Epoch 710 | loss: 0.031167 | val_loss: 0.0311932 | Time: 2212.4 ms [2020-12-21 23:27:02 main:581] : INFO : Epoch 711 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 2038.14 ms [2020-12-21 23:27:03 main:581] : INFO : Epoch 712 | loss: 0.0311708 | val_loss: 0.0311844 | Time: 1466.82 ms [2020-12-21 23:27:05 main:581] : INFO : Epoch 713 | loss: 0.0311717 | val_loss: 0.0311905 | Time: 1892.81 ms [2020-12-21 23:27:08 main:581] : INFO : Epoch 714 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2201.4 ms [2020-12-21 23:27:10 main:581] : INFO : Epoch 715 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 2215.81 ms [2020-12-21 23:27:12 main:581] : INFO : Epoch 716 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 2294.61 ms [2020-12-21 23:27:14 main:581] : INFO : Epoch 717 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 2187.34 ms [2020-12-21 23:27:17 main:581] : INFO : Epoch 718 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 2279.89 ms [2020-12-21 23:27:19 main:581] : INFO : Epoch 719 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 2192.93 ms [2020-12-21 23:27:21 main:581] : INFO : Epoch 720 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 2183.19 ms [2020-12-21 23:27:23 main:581] : INFO : Epoch 721 | loss: 0.0311642 | val_loss: 0.0311745 | Time: 2104.31 ms [2020-12-21 23:27:25 main:581] : INFO : Epoch 722 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 1531.69 ms [2020-12-21 23:27:27 main:581] : INFO : Epoch 723 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 2335.04 ms [2020-12-21 23:27:29 main:581] : INFO : Epoch 724 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2249.22 ms [2020-12-21 23:27:32 main:581] : INFO : Epoch 725 | loss: 0.0311641 | val_loss: 0.0311773 | Time: 2535.1 ms [2020-12-21 23:27:34 main:581] : INFO : Epoch 726 | loss: 0.0311641 | val_loss: 0.0311797 | Time: 2320.99 ms [2020-12-21 23:27:36 main:581] : INFO : Epoch 727 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 2474.82 ms [2020-12-21 23:27:39 main:581] : INFO : Epoch 728 | loss: 0.0311664 | val_loss: 0.03118 | Time: 2472.7 ms [2020-12-21 23:27:41 main:581] : INFO : Epoch 729 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2462.15 ms [2020-12-21 23:27:43 main:581] : INFO : Epoch 730 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1823.74 ms [2020-12-21 23:27:45 main:581] : INFO : Epoch 731 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1879.17 ms [2020-12-21 23:27:47 main:581] : INFO : Epoch 732 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 2323.33 ms [2020-12-21 23:27:50 main:581] : INFO : Epoch 733 | loss: 0.0311663 | val_loss: 0.0311744 | Time: 2214.32 ms [2020-12-21 23:27:52 main:581] : INFO : Epoch 734 | loss: 0.0311665 | val_loss: 0.031172 | Time: 2195.22 ms [2020-12-21 23:27:54 main:581] : INFO : Epoch 735 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 2216.73 ms [2020-12-21 23:27:56 main:581] : INFO : Epoch 736 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 2179.81 ms [2020-12-21 23:27:59 main:581] : INFO : Epoch 737 | loss: 0.0311701 | val_loss: 0.0311842 | Time: 2350.93 ms [2020-12-21 23:28:01 main:581] : INFO : Epoch 738 | loss: 0.0311697 | val_loss: 0.0311912 | Time: 2152.41 ms [2020-12-21 23:28:03 main:581] : INFO : Epoch 739 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 2230.73 ms [2020-12-21 23:28:04 main:581] : INFO : Epoch 740 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 1442.46 ms [2020-12-21 23:28:07 main:581] : INFO : Epoch 741 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 2167.43 ms [2020-12-21 23:28:09 main:581] : INFO : Epoch 742 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2111.12 ms [2020-12-21 23:28:11 main:581] : INFO : Epoch 743 | loss: 0.0311625 | val_loss: 0.0311799 | Time: 2174.03 ms [2020-12-21 23:28:13 main:581] : INFO : Epoch 744 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 2199.57 ms [2020-12-21 23:28:16 main:581] : INFO : Epoch 745 | loss: 0.0311639 | val_loss: 0.0311918 | Time: 2542.66 ms [2020-12-21 23:28:18 main:581] : INFO : Epoch 746 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 2400.23 ms [2020-12-21 23:28:20 main:581] : INFO : Epoch 747 | loss: 0.0311652 | val_loss: 0.0311744 | Time: 2172.57 ms [2020-12-21 23:28:22 main:581] : INFO : Epoch 748 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 2146.23 ms [2020-12-21 23:28:24 main:581] : INFO : Epoch 749 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 1329.39 ms [2020-12-21 23:28:26 main:581] : INFO : Epoch 750 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 2171.63 ms [2020-12-21 23:28:28 main:581] : INFO : Epoch 751 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 2133.53 ms [2020-12-21 23:28:30 main:581] : INFO : Epoch 752 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2256.12 ms [2020-12-21 23:28:32 main:581] : INFO : Epoch 753 | loss: 0.031162 | val_loss: 0.0311807 | Time: 2253.84 ms [2020-12-21 23:28:35 main:581] : INFO : Epoch 754 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 2156.29 ms [2020-12-21 23:28:37 main:581] : INFO : Epoch 755 | loss: 0.0311732 | val_loss: 0.0311827 | Time: 2189.62 ms [2020-12-21 23:28:39 main:581] : INFO : Epoch 756 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 2172.01 ms [2020-12-21 23:28:41 main:581] : INFO : Epoch 757 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 2121.66 ms [2020-12-21 23:28:43 main:581] : INFO : Epoch 758 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2000.62 ms [2020-12-21 23:28:45 main:581] : INFO : Epoch 759 | loss: 0.0311685 | val_loss: 0.0311857 | Time: 1515.73 ms [2020-12-21 23:28:47 main:581] : INFO : Epoch 760 | loss: 0.0311648 | val_loss: 0.031176 | Time: 2025.31 ms [2020-12-21 23:28:49 main:581] : INFO : Epoch 761 | loss: 0.031161 | val_loss: 0.0311748 | Time: 2283.42 ms [2020-12-21 23:28:51 main:581] : INFO : Epoch 762 | loss: 0.0311621 | val_loss: 0.0311777 | Time: 2199.75 ms [2020-12-21 23:28:53 main:581] : INFO : Epoch 763 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 2089.77 ms [2020-12-21 23:28:55 main:581] : INFO : Epoch 764 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 2097.27 ms [2020-12-21 23:28:57 main:581] : INFO : Epoch 765 | loss: 0.0311626 | val_loss: 0.0311818 | Time: 2044.61 ms [2020-12-21 23:29:00 main:581] : INFO : Epoch 766 | loss: 0.031163 | val_loss: 0.0311739 | Time: 2165.3 ms [2020-12-21 23:29:02 main:581] : INFO : Epoch 767 | loss: 0.0311604 | val_loss: 0.0311799 | Time: 2135.63 ms [2020-12-21 23:29:03 main:581] : INFO : Epoch 768 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1652.18 ms [2020-12-21 23:29:05 main:581] : INFO : Epoch 769 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 1738.74 ms [2020-12-21 23:29:07 main:581] : INFO : Epoch 770 | loss: 0.0311628 | val_loss: 0.0311818 | Time: 2135.97 ms [2020-12-21 23:29:09 main:581] : INFO : Epoch 771 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 2185.49 ms [2020-12-21 23:29:12 main:581] : INFO : Epoch 772 | loss: 0.0311597 | val_loss: 0.0311781 | Time: 2128.12 ms [2020-12-21 23:29:14 main:581] : INFO : Epoch 773 | loss: 0.0311628 | val_loss: 0.0311816 | Time: 2191.48 ms [2020-12-21 23:29:16 main:581] : INFO : Epoch 774 | loss: 0.0311655 | val_loss: 0.0311948 | Time: 2255.4 ms [2020-12-21 23:29:18 main:581] : INFO : Epoch 775 | loss: 0.031166 | val_loss: 0.0311865 | Time: 2113.34 ms [2020-12-21 23:29:20 main:581] : INFO : Epoch 776 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2228.58 ms [2020-12-21 23:29:22 main:581] : INFO : Epoch 777 | loss: 0.0311593 | val_loss: 0.031174 | Time: 2029.01 ms [2020-12-21 23:29:24 main:581] : INFO : Epoch 778 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 1266.03 ms [2020-12-21 23:29:26 main:581] : INFO : Epoch 779 | loss: 0.0311643 | val_loss: 0.0311837 | Time: 2056.23 ms [2020-12-21 23:29:28 main:581] : INFO : Epoch 780 | loss: 0.03117 | val_loss: 0.031179 | Time: 2380.24 ms [2020-12-21 23:29:30 main:581] : INFO : Epoch 781 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 2195.31 ms [2020-12-21 23:29:32 main:581] : INFO : Epoch 782 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 2130.29 ms [2020-12-21 23:29:35 main:581] : INFO : Epoch 783 | loss: 0.0311639 | val_loss: 0.0311871 | Time: 2275.33 ms [2020-12-21 23:29:37 main:581] : INFO : Epoch 784 | loss: 0.0311693 | val_loss: 0.0311808 | Time: 2143.63 ms [2020-12-21 23:29:39 main:581] : INFO : Epoch 785 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 2496.94 ms [2020-12-21 23:29:42 main:581] : INFO : Epoch 786 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 2291.57 ms [2020-12-21 23:29:43 main:581] : INFO : Epoch 787 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 1778.1 ms [2020-12-21 23:29:45 main:581] : INFO : Epoch 788 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 2039.54 ms [2020-12-21 23:29:48 main:581] : INFO : Epoch 789 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 2404.08 ms [2020-12-21 23:29:50 main:581] : INFO : Epoch 790 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 2160.89 ms [2020-12-21 23:29:52 main:581] : INFO : Epoch 791 | loss: 0.0311634 | val_loss: 0.0311796 | Time: 2191.2 ms [2020-12-21 23:29:55 main:581] : INFO : Epoch 792 | loss: 0.0311711 | val_loss: 0.0311912 | Time: 2418.59 ms [2020-12-21 23:29:57 main:581] : INFO : Epoch 793 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2195.36 ms [2020-12-21 23:29:59 main:581] : INFO : Epoch 794 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 2191.01 ms [2020-12-21 23:30:01 main:581] : INFO : Epoch 795 | loss: 0.0311615 | val_loss: 0.0311756 | Time: 2331.42 ms [2020-12-21 23:30:03 main:581] : INFO : Epoch 796 | loss: 0.0311622 | val_loss: 0.031174 | Time: 1803.98 ms [2020-12-21 23:30:05 main:581] : INFO : Epoch 797 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1696.77 ms [2020-12-21 23:30:07 main:581] : INFO : Epoch 798 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 2278.03 ms [2020-12-21 23:30:09 main:581] : INFO : Epoch 799 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 2213.72 ms [2020-12-21 23:30:12 main:581] : INFO : Epoch 800 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 2233.49 ms [2020-12-21 23:30:14 main:581] : INFO : Epoch 801 | loss: 0.031161 | val_loss: 0.0311796 | Time: 2171.62 ms [2020-12-21 23:30:16 main:581] : INFO : Epoch 802 | loss: 0.0311619 | val_loss: 0.0311785 | Time: 2267.19 ms [2020-12-21 23:30:18 main:581] : INFO : Epoch 803 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 2187.42 ms [2020-12-21 23:30:21 main:581] : INFO : Epoch 804 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2325.91 ms [2020-12-21 23:30:23 main:581] : INFO : Epoch 805 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 2163.68 ms [2020-12-21 23:30:24 main:581] : INFO : Epoch 806 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 1259.21 ms [2020-12-21 23:30:26 main:581] : INFO : Epoch 807 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 2251.48 ms [2020-12-21 23:30:29 main:581] : INFO : Epoch 808 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 2361.18 ms [2020-12-21 23:30:31 main:581] : INFO : Epoch 809 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 2293.57 ms [2020-12-21 23:30:33 main:581] : INFO : Epoch 810 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 2231.69 ms [2020-12-21 23:30:35 main:581] : INFO : Epoch 811 | loss: 0.0311614 | val_loss: 0.0311722 | Time: 2267.07 ms [2020-12-21 23:30:38 main:581] : INFO : Epoch 812 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 2232.31 ms [2020-12-21 23:30:40 main:581] : INFO : Epoch 813 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 2484.77 ms [2020-12-21 23:30:42 main:581] : INFO : Epoch 814 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2224.93 ms [2020-12-21 23:30:44 main:581] : INFO : Epoch 815 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1288.45 ms [2020-12-21 23:30:46 main:581] : INFO : Epoch 816 | loss: 0.0311586 | val_loss: 0.0311789 | Time: 2203.54 ms [2020-12-21 23:30:48 main:581] : INFO : Epoch 817 | loss: 0.0311596 | val_loss: 0.0311709 | Time: 2353.97 ms [2020-12-21 23:30:51 main:581] : INFO : Epoch 818 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 2309.33 ms [2020-12-21 23:30:53 main:581] : INFO : Epoch 819 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 2319.02 ms [2020-12-21 23:30:55 main:581] : INFO : Epoch 820 | loss: 0.031159 | val_loss: 0.0311824 | Time: 2189.63 ms [2020-12-21 23:30:58 main:581] : INFO : Epoch 821 | loss: 0.0311667 | val_loss: 0.0311793 | Time: 2450.3 ms [2020-12-21 23:31:00 main:581] : INFO : Epoch 822 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 2267.62 ms [2020-12-21 23:31:02 main:581] : INFO : Epoch 823 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 2394.14 ms [2020-12-21 23:31:04 main:581] : INFO : Epoch 824 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 1451.5 ms [2020-12-21 23:31:06 main:581] : INFO : Epoch 825 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2185.39 ms [2020-12-21 23:31:08 main:581] : INFO : Epoch 826 | loss: 0.0311588 | val_loss: 0.0311737 | Time: 2280.83 ms [2020-12-21 23:31:10 main:581] : INFO : Epoch 827 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 2306.17 ms [2020-12-21 23:31:13 main:581] : INFO : Epoch 828 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 2095.85 ms [2020-12-21 23:31:15 main:581] : INFO : Epoch 829 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 2291.84 ms [2020-12-21 23:31:17 main:581] : INFO : Epoch 830 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 2193.94 ms [2020-12-21 23:31:19 main:581] : INFO : Epoch 831 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 2223.96 ms [2020-12-21 23:31:22 main:581] : INFO : Epoch 832 | loss: 0.0311599 | val_loss: 0.0311796 | Time: 2276.76 ms [2020-12-21 23:31:23 main:581] : INFO : Epoch 833 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 1775.94 ms [2020-12-21 23:31:25 main:581] : INFO : Epoch 834 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1825.31 ms [2020-12-21 23:31:27 main:581] : INFO : Epoch 835 | loss: 0.0311584 | val_loss: 0.0311738 | Time: 2082.34 ms [2020-12-21 23:31:29 main:581] : INFO : Epoch 836 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 2225.42 ms [2020-12-21 23:31:32 main:581] : INFO : Epoch 837 | loss: 0.0311601 | val_loss: 0.031171 | Time: 2202.47 ms [2020-12-21 23:31:34 main:581] : INFO : Epoch 838 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 2203.08 ms [2020-12-21 23:31:36 main:581] : INFO : Epoch 839 | loss: 0.0311565 | val_loss: 0.0311756 | Time: 2237.62 ms [2020-12-21 23:31:38 main:581] : INFO : Epoch 840 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 2359.25 ms [2020-12-21 23:31:41 main:581] : INFO : Epoch 841 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 2374.45 ms [2020-12-21 23:31:43 main:581] : INFO : Epoch 842 | loss: 0.0311561 | val_loss: 0.0311735 | Time: 2089.19 ms [2020-12-21 23:31:44 main:581] : INFO : Epoch 843 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 1433.29 ms [2020-12-21 23:31:47 main:581] : INFO : Epoch 844 | loss: 0.0311565 | val_loss: 0.0311715 | Time: 2322.65 ms [2020-12-21 23:31:49 main:581] : INFO : Epoch 845 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2338.91 ms [2020-12-21 23:31:51 main:581] : INFO : Epoch 846 | loss: 0.0311601 | val_loss: 0.0311764 | Time: 2422.69 ms [2020-12-21 23:31:54 main:581] : INFO : Epoch 847 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 2410.45 ms [2020-12-21 23:31:56 main:581] : INFO : Epoch 848 | loss: 0.0311562 | val_loss: 0.0311717 | Time: 2370.19 ms [2020-12-21 23:31:59 main:581] : INFO : Epoch 849 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 2455.04 ms [2020-12-21 23:32:01 main:581] : INFO : Epoch 850 | loss: 0.0311635 | val_loss: 0.0311787 | Time: 2398.89 ms [2020-12-21 23:32:03 main:581] : INFO : Epoch 851 | loss: 0.0311638 | val_loss: 0.0311763 | Time: 1977.14 ms [2020-12-21 23:32:04 main:581] : INFO : Epoch 852 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 1472.45 ms [2020-12-21 23:32:07 main:581] : INFO : Epoch 853 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 2174.87 ms [2020-12-21 23:32:09 main:581] : INFO : Epoch 854 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 2305.34 ms [2020-12-21 23:32:11 main:581] : INFO : Epoch 855 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 2233.15 ms [2020-12-21 23:32:14 main:581] : INFO : Epoch 856 | loss: 0.0311621 | val_loss: 0.031172 | Time: 2372.94 ms [2020-12-21 23:32:16 main:581] : INFO : Epoch 857 | loss: 0.031158 | val_loss: 0.031174 | Time: 2284.81 ms [2020-12-21 23:32:18 main:581] : INFO : Epoch 858 | loss: 0.031158 | val_loss: 0.0311721 | Time: 2380.51 ms [2020-12-21 23:32:21 main:581] : INFO : Epoch 859 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 2286.28 ms [2020-12-21 23:32:23 main:581] : INFO : Epoch 860 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 2176.64 ms [2020-12-21 23:32:24 main:581] : INFO : Epoch 861 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1556.17 ms [2020-12-21 23:32:27 main:581] : INFO : Epoch 862 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 2380.17 ms [2020-12-21 23:32:29 main:581] : INFO : Epoch 863 | loss: 0.0311588 | val_loss: 0.0311743 | Time: 2284.67 ms [2020-12-21 23:32:31 main:581] : INFO : Epoch 864 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 2250.04 ms [2020-12-21 23:32:33 main:581] : INFO : Epoch 865 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 2251.82 ms [2020-12-21 23:32:36 main:581] : INFO : Epoch 866 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 2252.61 ms [2020-12-21 23:32:38 main:581] : INFO : Epoch 867 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 2330.51 ms [2020-12-21 23:32:40 main:581] : INFO : Epoch 868 | loss: 0.0311536 | val_loss: 0.031173 | Time: 2330.13 ms [2020-12-21 23:32:43 main:581] : INFO : Epoch 869 | loss: 0.0311549 | val_loss: 0.0311715 | Time: 2471.86 ms [2020-12-21 23:32:44 main:581] : INFO : Epoch 870 | loss: 0.031156 | val_loss: 0.0311716 | Time: 1468.51 ms [2020-12-21 23:32:47 main:581] : INFO : Epoch 871 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2409.56 ms [2020-12-21 23:32:49 main:581] : INFO : Epoch 872 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 2323.14 ms [2020-12-21 23:32:51 main:581] : INFO : Epoch 873 | loss: 0.0311597 | val_loss: 0.0312025 | Time: 2288.74 ms [2020-12-21 23:32:54 main:581] : INFO : Epoch 874 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 2430.69 ms [2020-12-21 23:32:56 main:581] : INFO : Epoch 875 | loss: 0.031154 | val_loss: 0.0311708 | Time: 2442.25 ms [2020-12-21 23:32:59 main:581] : INFO : Epoch 876 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2355.43 ms [2020-12-21 23:33:01 main:581] : INFO : Epoch 877 | loss: 0.031154 | val_loss: 0.0311765 | Time: 2210.74 ms [2020-12-21 23:33:03 main:581] : INFO : Epoch 878 | loss: 0.0311567 | val_loss: 0.0311852 | Time: 2118.89 ms [2020-12-21 23:33:04 main:581] : INFO : Epoch 879 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 1457.68 ms [2020-12-21 23:33:07 main:581] : INFO : Epoch 880 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 2216.1 ms [2020-12-21 23:33:09 main:581] : INFO : Epoch 881 | loss: 0.0311556 | val_loss: 0.0311696 | Time: 2290.15 ms [2020-12-21 23:33:11 main:581] : INFO : Epoch 882 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 2244.93 ms [2020-12-21 23:33:13 main:581] : INFO : Epoch 883 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 2316.51 ms [2020-12-21 23:33:16 main:581] : INFO : Epoch 884 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 2251.2 ms [2020-12-21 23:33:18 main:581] : INFO : Epoch 885 | loss: 0.0311549 | val_loss: 0.031171 | Time: 2322.54 ms [2020-12-21 23:33:20 main:581] : INFO : Epoch 886 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 2180.64 ms [2020-12-21 23:33:22 main:581] : INFO : Epoch 887 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 2183.56 ms [2020-12-21 23:33:24 main:581] : INFO : Epoch 888 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 1408.57 ms [2020-12-21 23:33:26 main:581] : INFO : Epoch 889 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 2337.59 ms [2020-12-21 23:33:28 main:581] : INFO : Epoch 890 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 2329.27 ms [2020-12-21 23:33:31 main:581] : INFO : Epoch 891 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 2427.84 ms [2020-12-21 23:33:33 main:581] : INFO : Epoch 892 | loss: 0.0311549 | val_loss: 0.0311733 | Time: 2468.81 ms [2020-12-21 23:33:36 main:581] : INFO : Epoch 893 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 2292.56 ms [2020-12-21 23:33:38 main:581] : INFO : Epoch 894 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2224.36 ms [2020-12-21 23:33:40 main:581] : INFO : Epoch 895 | loss: 0.0311549 | val_loss: 0.03117 | Time: 2416.86 ms [2020-12-21 23:33:43 main:581] : INFO : Epoch 896 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 2371.18 ms [2020-12-21 23:33:44 main:581] : INFO : Epoch 897 | loss: 0.0311573 | val_loss: 0.0311748 | Time: 1685.37 ms [2020-12-21 23:33:47 main:581] : INFO : Epoch 898 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2286.14 ms [2020-12-21 23:33:49 main:581] : INFO : Epoch 899 | loss: 0.0311551 | val_loss: 0.03117 | Time: 2379.84 ms [2020-12-21 23:33:51 main:581] : INFO : Epoch 900 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 2508.23 ms [2020-12-21 23:33:54 main:581] : INFO : Epoch 901 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 2341.04 ms [2020-12-21 23:33:56 main:581] : INFO : Epoch 902 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 2454.66 ms [2020-12-21 23:33:59 main:581] : INFO : Epoch 903 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 2352.32 ms [2020-12-21 23:34:01 main:581] : INFO : Epoch 904 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 2315.41 ms [2020-12-21 23:34:03 main:581] : INFO : Epoch 905 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 2065.04 ms [2020-12-21 23:34:05 main:581] : INFO : Epoch 906 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1499.63 ms [2020-12-21 23:34:07 main:581] : INFO : Epoch 907 | loss: 0.0311613 | val_loss: 0.0311762 | Time: 2347.27 ms [2020-12-21 23:34:09 main:581] : INFO : Epoch 908 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 2339.74 ms [2020-12-21 23:34:12 main:581] : INFO : Epoch 909 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2356.46 ms [2020-12-21 23:34:14 main:581] : INFO : Epoch 910 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 2267.83 ms [2020-12-21 23:34:16 main:581] : INFO : Epoch 911 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 2219.54 ms [2020-12-21 23:34:18 main:581] : INFO : Epoch 912 | loss: 0.0311562 | val_loss: 0.0311706 | Time: 2403.26 ms [2020-12-21 23:34:21 main:581] : INFO : Epoch 913 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 2163.56 ms [2020-12-21 23:34:23 main:581] : INFO : Epoch 914 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 2210.64 ms [2020-12-21 23:34:24 main:581] : INFO : Epoch 915 | loss: 0.0311591 | val_loss: 0.031175 | Time: 1331.21 ms [2020-12-21 23:34:26 main:581] : INFO : Epoch 916 | loss: 0.0311592 | val_loss: 0.031172 | Time: 2267.75 ms [2020-12-21 23:34:29 main:581] : INFO : Epoch 917 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 2282.99 ms [2020-12-21 23:34:31 main:581] : INFO : Epoch 918 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2262.16 ms [2020-12-21 23:34:33 main:581] : INFO : Epoch 919 | loss: 0.031158 | val_loss: 0.0311762 | Time: 2337.66 ms [2020-12-21 23:34:36 main:581] : INFO : Epoch 920 | loss: 0.0311551 | val_loss: 0.0311719 | Time: 2340.18 ms [2020-12-21 23:34:38 main:581] : INFO : Epoch 921 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 2179.9 ms [2020-12-21 23:34:40 main:581] : INFO : Epoch 922 | loss: 0.0311536 | val_loss: 0.0311714 | Time: 2202.89 ms [2020-12-21 23:34:42 main:581] : INFO : Epoch 923 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2337.77 ms [2020-12-21 23:34:44 main:581] : INFO : Epoch 924 | loss: 0.031157 | val_loss: 0.0311736 | Time: 1268.05 ms [2020-12-21 23:34:46 main:581] : INFO : Epoch 925 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 2207.79 ms [2020-12-21 23:34:48 main:581] : INFO : Epoch 926 | loss: 0.0311635 | val_loss: 0.0311912 | Time: 2429.73 ms [2020-12-21 23:34:51 main:581] : INFO : Epoch 927 | loss: 0.0311563 | val_loss: 0.0311709 | Time: 2353.13 ms [2020-12-21 23:34:53 main:581] : INFO : Epoch 928 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 2411.23 ms [2020-12-21 23:34:56 main:581] : INFO : Epoch 929 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 2497.01 ms [2020-12-21 23:34:58 main:581] : INFO : Epoch 930 | loss: 0.03116 | val_loss: 0.0311734 | Time: 2333.72 ms [2020-12-21 23:35:00 main:581] : INFO : Epoch 931 | loss: 0.031157 | val_loss: 0.0311711 | Time: 2504.26 ms [2020-12-21 23:35:03 main:581] : INFO : Epoch 932 | loss: 0.0311563 | val_loss: 0.0311715 | Time: 2296.18 ms [2020-12-21 23:35:04 main:581] : INFO : Epoch 933 | loss: 0.0311568 | val_loss: 0.0311723 | Time: 1288.72 ms [2020-12-21 23:35:06 main:581] : INFO : Epoch 934 | loss: 0.031156 | val_loss: 0.0311698 | Time: 2382.89 ms [2020-12-21 23:35:09 main:581] : INFO : Epoch 935 | loss: 0.0311576 | val_loss: 0.0311678 | Time: 2206.02 ms [2020-12-21 23:35:11 main:581] : INFO : Epoch 936 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2392.27 ms [2020-12-21 23:35:13 main:581] : INFO : Epoch 937 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2232.08 ms [2020-12-21 23:35:16 main:581] : INFO : Epoch 938 | loss: 0.0311603 | val_loss: 0.0311836 | Time: 2358.36 ms [2020-12-21 23:35:18 main:581] : INFO : Epoch 939 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 2121.04 ms [2020-12-21 23:35:20 main:581] : INFO : Epoch 940 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 2093.65 ms [2020-12-21 23:35:22 main:581] : INFO : Epoch 941 | loss: 0.0311624 | val_loss: 0.0311841 | Time: 2035.26 ms [2020-12-21 23:35:23 main:581] : INFO : Epoch 942 | loss: 0.0323126 | val_loss: 0.0330263 | Time: 1597.43 ms [2020-12-21 23:35:25 main:581] : INFO : Epoch 943 | loss: 0.042859 | val_loss: 0.0330064 | Time: 1985.68 ms [2020-12-21 23:35:28 main:581] : INFO : Epoch 944 | loss: 0.0327268 | val_loss: 0.031408 | Time: 2306.68 ms [2020-12-21 23:35:30 main:581] : INFO : Epoch 945 | loss: 0.0314051 | val_loss: 0.0312801 | Time: 2349.7 ms [2020-12-21 23:35:32 main:581] : INFO : Epoch 946 | loss: 0.0312814 | val_loss: 0.0312627 | Time: 2208.5 ms [2020-12-21 23:35:35 main:581] : INFO : Epoch 947 | loss: 0.031258 | val_loss: 0.0312538 | Time: 2264.28 ms [2020-12-21 23:35:37 main:581] : INFO : Epoch 948 | loss: 0.0312514 | val_loss: 0.03125 | Time: 2282.03 ms [2020-12-21 23:35:39 main:581] : INFO : Epoch 949 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2274.78 ms [2020-12-21 23:35:41 main:581] : INFO : Epoch 950 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 2304.91 ms [2020-12-21 23:35:43 main:581] : INFO : Epoch 951 | loss: 0.0312434 | val_loss: 0.031243 | Time: 1825.89 ms [2020-12-21 23:35:45 main:581] : INFO : Epoch 952 | loss: 0.031241 | val_loss: 0.0312412 | Time: 1757.49 ms [2020-12-21 23:35:48 main:581] : INFO : Epoch 953 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 2665.9 ms [2020-12-21 23:35:50 main:581] : INFO : Epoch 954 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 2572.49 ms [2020-12-21 23:35:53 main:581] : INFO : Epoch 955 | loss: 0.0312332 | val_loss: 0.0312333 | Time: 2460.22 ms [2020-12-21 23:35:55 main:581] : INFO : Epoch 956 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 2272.08 ms [2020-12-21 23:35:57 main:581] : INFO : Epoch 957 | loss: 0.0312267 | val_loss: 0.0312267 | Time: 2355.82 ms [2020-12-21 23:36:00 main:581] : INFO : Epoch 958 | loss: 0.0312232 | val_loss: 0.031223 | Time: 2298.41 ms [2020-12-21 23:36:02 main:581] : INFO : Epoch 959 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 2370.87 ms [2020-12-21 23:36:04 main:581] : INFO : Epoch 960 | loss: 0.0312158 | val_loss: 0.0312157 | Time: 1531.65 ms [2020-12-21 23:36:06 main:581] : INFO : Epoch 961 | loss: 0.0312118 | val_loss: 0.0312128 | Time: 2082.22 ms [2020-12-21 23:36:08 main:581] : INFO : Epoch 962 | loss: 0.0312085 | val_loss: 0.0312096 | Time: 2180.68 ms [2020-12-21 23:36:10 main:581] : INFO : Epoch 963 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 2354.1 ms [2020-12-21 23:36:12 main:581] : INFO : Epoch 964 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 2333.92 ms [2020-12-21 23:36:15 main:581] : INFO : Epoch 965 | loss: 0.0311986 | val_loss: 0.0312025 | Time: 2220.24 ms [2020-12-21 23:36:17 main:581] : INFO : Epoch 966 | loss: 0.031197 | val_loss: 0.0312014 | Time: 2141.57 ms [2020-12-21 23:36:19 main:581] : INFO : Epoch 967 | loss: 0.0311955 | val_loss: 0.0312007 | Time: 2243.33 ms [2020-12-21 23:36:21 main:581] : INFO : Epoch 968 | loss: 0.0311943 | val_loss: 0.0311996 | Time: 2038.35 ms [2020-12-21 23:36:23 main:581] : INFO : Epoch 969 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 1908.65 ms [2020-12-21 23:36:24 main:581] : INFO : Epoch 970 | loss: 0.0311932 | val_loss: 0.0311994 | Time: 1467.97 ms [2020-12-21 23:36:27 main:581] : INFO : Epoch 971 | loss: 0.0311932 | val_loss: 0.0311985 | Time: 2290.33 ms [2020-12-21 23:36:29 main:581] : INFO : Epoch 972 | loss: 0.0311924 | val_loss: 0.0311983 | Time: 2117.3 ms [2020-12-21 23:36:31 main:581] : INFO : Epoch 973 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 2201.96 ms [2020-12-21 23:36:33 main:581] : INFO : Epoch 974 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 2204.17 ms [2020-12-21 23:36:36 main:581] : INFO : Epoch 975 | loss: 0.031191 | val_loss: 0.0311992 | Time: 2190.16 ms [2020-12-21 23:36:38 main:581] : INFO : Epoch 976 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 2377.53 ms [2020-12-21 23:36:40 main:581] : INFO : Epoch 977 | loss: 0.0311904 | val_loss: 0.0311981 | Time: 2162.84 ms [2020-12-21 23:36:42 main:581] : INFO : Epoch 978 | loss: 0.0311897 | val_loss: 0.0311989 | Time: 2239.74 ms [2020-12-21 23:36:44 main:581] : INFO : Epoch 979 | loss: 0.0311902 | val_loss: 0.0311981 | Time: 1391.29 ms [2020-12-21 23:36:46 main:581] : INFO : Epoch 980 | loss: 0.0311897 | val_loss: 0.0311972 | Time: 2225.5 ms [2020-12-21 23:36:48 main:581] : INFO : Epoch 981 | loss: 0.0311886 | val_loss: 0.0311971 | Time: 2427.47 ms [2020-12-21 23:36:51 main:581] : INFO : Epoch 982 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 2268.9 ms [2020-12-21 23:36:53 main:581] : INFO : Epoch 983 | loss: 0.0311884 | val_loss: 0.031197 | Time: 2320.72 ms [2020-12-21 23:36:55 main:581] : INFO : Epoch 984 | loss: 0.0311884 | val_loss: 0.0311968 | Time: 2215.81 ms [2020-12-21 23:36:57 main:581] : INFO : Epoch 985 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 2172.93 ms [2020-12-21 23:37:00 main:581] : INFO : Epoch 986 | loss: 0.0311835 | val_loss: 0.0311878 | Time: 2211.54 ms [2020-12-21 23:37:02 main:581] : INFO : Epoch 987 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 2319.29 ms [2020-12-21 23:37:03 main:581] : INFO : Epoch 988 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 1568.12 ms [2020-12-21 23:37:05 main:581] : INFO : Epoch 989 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 1839.14 ms [2020-12-21 23:37:08 main:581] : INFO : Epoch 990 | loss: 0.0311809 | val_loss: 0.0311834 | Time: 2364.24 ms [2020-12-21 23:37:10 main:581] : INFO : Epoch 991 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 2276.45 ms [2020-12-21 23:37:12 main:581] : INFO : Epoch 992 | loss: 0.0311805 | val_loss: 0.0311827 | Time: 2303.69 ms [2020-12-21 23:37:14 main:581] : INFO : Epoch 993 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 2073.7 ms [2020-12-21 23:37:16 main:581] : INFO : Epoch 994 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 2140.45 ms [2020-12-21 23:37:18 main:581] : INFO : Epoch 995 | loss: 0.0311788 | val_loss: 0.031182 | Time: 1896.41 ms [2020-12-21 23:37:20 main:581] : INFO : Epoch 996 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 1996.09 ms [2020-12-21 23:37:23 main:581] : INFO : Epoch 997 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 2271.86 ms [2020-12-21 23:37:24 main:581] : INFO : Epoch 998 | loss: 0.0311788 | val_loss: 0.0311826 | Time: 1247.82 ms [2020-12-21 23:37:26 main:581] : INFO : Epoch 999 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 2391.02 ms [2020-12-21 23:37:28 main:581] : INFO : Epoch 1000 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2212.06 ms [2020-12-21 23:37:31 main:581] : INFO : Epoch 1001 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 2164.17 ms [2020-12-21 23:37:33 main:581] : INFO : Epoch 1002 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 2161.32 ms [2020-12-21 23:37:35 main:581] : INFO : Epoch 1003 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2326.79 ms [2020-12-21 23:37:37 main:581] : INFO : Epoch 1004 | loss: 0.0311781 | val_loss: 0.031183 | Time: 2326.81 ms [2020-12-21 23:37:40 main:581] : INFO : Epoch 1005 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 2261.12 ms [2020-12-21 23:37:42 main:581] : INFO : Epoch 1006 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 2530.76 ms [2020-12-21 23:37:44 main:581] : INFO : Epoch 1007 | loss: 0.0311743 | val_loss: 0.031179 | Time: 1387.26 ms [2020-12-21 23:37:46 main:581] : INFO : Epoch 1008 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2076.22 ms [2020-12-21 23:37:48 main:581] : INFO : Epoch 1009 | loss: 0.031175 | val_loss: 0.0311788 | Time: 2153.78 ms [2020-12-21 23:37:50 main:581] : INFO : Epoch 1010 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 2151.28 ms [2020-12-21 23:37:52 main:581] : INFO : Epoch 1011 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 2188.26 ms [2020-12-21 23:37:54 main:581] : INFO : Epoch 1012 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 2289.85 ms [2020-12-21 23:37:57 main:581] : INFO : Epoch 1013 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2327.29 ms [2020-12-21 23:37:59 main:581] : INFO : Epoch 1014 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 2425.69 ms [2020-12-21 23:38:01 main:581] : INFO : Epoch 1015 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 2071.32 ms [2020-12-21 23:38:03 main:581] : INFO : Epoch 1016 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 1991.73 ms [2020-12-21 23:38:05 main:581] : INFO : Epoch 1017 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 1916.53 ms [2020-12-21 23:38:08 main:581] : INFO : Epoch 1018 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 2508.82 ms [2020-12-21 23:38:10 main:581] : INFO : Epoch 1019 | loss: 0.031165 | val_loss: 0.0311742 | Time: 2431.4 ms [2020-12-21 23:38:23 main:581] : INFO : Epoch 1020 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 13275 ms [2020-12-21 23:38:25 main:581] : INFO : Epoch 1021 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 1960.07 ms [2020-12-21 23:38:28 main:581] : INFO : Epoch 1022 | loss: 0.0311645 | val_loss: 0.031174 | Time: 2255.45 ms [2020-12-21 23:38:30 main:581] : INFO : Epoch 1023 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 2427.7 ms [2020-12-21 23:38:32 main:581] : INFO : Epoch 1024 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2406.02 ms [2020-12-21 23:38:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311737 [2020-12-21 23:38:32 main:610] : INFO : Saving end state to config to file [2020-12-21 23:38:42 main:615] : INFO : Success, exiting.. 23:38:42 (106246): 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)