Task 3626369
| Name | ParityMachine-1605152435-4654-12_0 |
| Workunit | 1835487 |
| Created | 10 Jan 2021, 13:01:20 UTC |
| Sent | 12 Jan 2021, 15:34:24 UTC |
| Report deadline | 19 Jan 2021, 15:34:24 UTC |
| Received | 12 Jan 2021, 19:01:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 28 sec |
| CPU time | 31 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,116.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0311461 | val_loss: 0.0311694 | Time: 1876.19 ms [2021-01-12 19:36:39 main:574] : INFO : Epoch 515 | loss: 0.0311452 | val_loss: 0.0311684 | Time: 1911.85 ms [2021-01-12 19:36:41 main:574] : INFO : Epoch 516 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 1846.07 ms [2021-01-12 19:36:43 main:574] : INFO : Epoch 517 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 1862.18 ms [2021-01-12 19:36:45 main:574] : INFO : Epoch 518 | loss: 0.0311464 | val_loss: 0.0311688 | Time: 1865.49 ms [2021-01-12 19:36:47 main:574] : INFO : Epoch 519 | loss: 0.0311461 | val_loss: 0.0311723 | Time: 1879.14 ms [2021-01-12 19:36:49 main:574] : INFO : Epoch 520 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 1870.72 ms [2021-01-12 19:36:51 main:574] : INFO : Epoch 521 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 1868.1 ms [2021-01-12 19:36:53 main:574] : INFO : Epoch 522 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1919.24 ms [2021-01-12 19:36:55 main:574] : INFO : Epoch 523 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 1907.02 ms [2021-01-12 19:36:56 main:574] : INFO : Epoch 524 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 1885.11 ms [2021-01-12 19:36:58 main:574] : INFO : Epoch 525 | loss: 0.0311475 | val_loss: 0.0311714 | Time: 1871.48 ms [2021-01-12 19:37:00 main:574] : INFO : Epoch 526 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 1893.09 ms [2021-01-12 19:37:02 main:574] : INFO : Epoch 527 | loss: 0.0311486 | val_loss: 0.0311675 | Time: 1872.03 ms [2021-01-12 19:37:04 main:574] : INFO : Epoch 528 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 1896.81 ms [2021-01-12 19:37:06 main:574] : INFO : Epoch 529 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 1889.72 ms [2021-01-12 19:37:08 main:574] : INFO : Epoch 530 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 1897.78 ms [2021-01-12 19:37:10 main:574] : INFO : Epoch 531 | loss: 0.0311546 | val_loss: 0.0311701 | Time: 1891.71 ms [2021-01-12 19:37:12 main:574] : INFO : Epoch 532 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 1891.34 ms [2021-01-12 19:37:14 main:574] : INFO : Epoch 533 | loss: 0.0311517 | val_loss: 0.0311666 | Time: 1900.49 ms [2021-01-12 19:37:15 main:574] : INFO : Epoch 534 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 1907.43 ms [2021-01-12 19:37:17 main:574] : INFO : Epoch 535 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1885.46 ms [2021-01-12 19:37:19 main:574] : INFO : Epoch 536 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 1884.72 ms [2021-01-12 19:37:21 main:574] : INFO : Epoch 537 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 1885.68 ms [2021-01-12 19:37:23 main:574] : INFO : Epoch 538 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1884.95 ms [2021-01-12 19:37:25 main:574] : INFO : Epoch 539 | loss: 0.0311498 | val_loss: 0.0311713 | Time: 1868.48 ms [2021-01-12 19:37:27 main:574] : INFO : Epoch 540 | loss: 0.0311501 | val_loss: 0.0311695 | Time: 1865.94 ms [2021-01-12 19:37:29 main:574] : INFO : Epoch 541 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 1869.83 ms [2021-01-12 19:37:31 main:574] : INFO : Epoch 542 | loss: 0.0311478 | val_loss: 0.0311663 | Time: 1854.83 ms [2021-01-12 19:37:32 main:574] : INFO : Epoch 543 | loss: 0.0311477 | val_loss: 0.0311666 | Time: 1902.17 ms [2021-01-12 19:37:34 main:574] : INFO : Epoch 544 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 1876.5 ms [2021-01-12 19:37:36 main:574] : INFO : Epoch 545 | loss: 0.0311476 | val_loss: 0.0311691 | Time: 1902.94 ms [2021-01-12 19:37:38 main:574] : INFO : Epoch 546 | loss: 0.0311476 | val_loss: 0.0311653 | Time: 1882.26 ms [2021-01-12 19:37:40 main:574] : INFO : Epoch 547 | loss: 0.0311472 | val_loss: 0.031166 | Time: 1923.57 ms [2021-01-12 19:37:42 main:574] : INFO : Epoch 548 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 1916.49 ms [2021-01-12 19:37:44 main:574] : INFO : Epoch 549 | loss: 0.0311479 | val_loss: 0.031169 | Time: 1898.11 ms [2021-01-12 19:37:46 main:574] : INFO : Epoch 550 | loss: 0.0311472 | val_loss: 0.0311646 | Time: 1917.25 ms [2021-01-12 19:37:48 main:574] : INFO : Epoch 551 | loss: 0.0311469 | val_loss: 0.0311664 | Time: 1888.17 ms [2021-01-12 19:37:50 main:574] : INFO : Epoch 552 | loss: 0.0311465 | val_loss: 0.0311726 | Time: 1907.91 ms [2021-01-12 19:37:52 main:574] : INFO : Epoch 553 | loss: 0.0311477 | val_loss: 0.0311669 | Time: 1873.87 ms [2021-01-12 19:37:54 main:574] : INFO : Epoch 554 | loss: 0.0311483 | val_loss: 0.0311687 | Time: 1898.52 ms [2021-01-12 19:37:55 main:574] : INFO : Epoch 555 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 1863.99 ms [2021-01-12 19:37:57 main:574] : INFO : Epoch 556 | loss: 0.0311482 | val_loss: 0.0311685 | Time: 1883.96 ms [2021-01-12 19:37:59 main:574] : INFO : Epoch 557 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1904.25 ms [2021-01-12 19:38:01 main:574] : INFO : Epoch 558 | loss: 0.0311497 | val_loss: 0.0311747 | Time: 1907.71 ms [2021-01-12 19:38:03 main:574] : INFO : Epoch 559 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 1921.1 ms [2021-01-12 19:38:05 main:574] : INFO : Epoch 560 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 1915.38 ms [2021-01-12 19:38:07 main:574] : INFO : Epoch 561 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 1907.45 ms [2021-01-12 19:38:09 main:574] : INFO : Epoch 562 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 1930.6 ms [2021-01-12 19:38:11 main:574] : INFO : Epoch 563 | loss: 0.0311494 | val_loss: 0.0311684 | Time: 1911.33 ms [2021-01-12 19:38:13 main:574] : INFO : Epoch 564 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 1886.23 ms [2021-01-12 19:38:15 main:574] : INFO : Epoch 565 | loss: 0.0311486 | val_loss: 0.0311679 | Time: 1874.91 ms [2021-01-12 19:38:16 main:574] : INFO : Epoch 566 | loss: 0.0311475 | val_loss: 0.0311703 | Time: 1871.75 ms [2021-01-12 19:38:18 main:574] : INFO : Epoch 567 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 1903.27 ms [2021-01-12 19:38:20 main:574] : INFO : Epoch 568 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 1894.21 ms [2021-01-12 19:38:22 main:574] : INFO : Epoch 569 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 1903.1 ms [2021-01-12 19:38:24 main:574] : INFO : Epoch 570 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 1870.34 ms [2021-01-12 19:38:26 main:574] : INFO : Epoch 571 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 1897.34 ms [2021-01-12 19:38:28 main:574] : INFO : Epoch 572 | loss: 0.0311516 | val_loss: 0.0311685 | Time: 1875.98 ms [2021-01-12 19:38:30 main:574] : INFO : Epoch 573 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 1884.74 ms [2021-01-12 19:38:32 main:574] : INFO : Epoch 574 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 1903.95 ms [2021-01-12 19:38:34 main:574] : INFO : Epoch 575 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 1881.6 ms [2021-01-12 19:38:35 main:574] : INFO : Epoch 576 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 1862.12 ms [2021-01-12 19:38:37 main:574] : INFO : Epoch 577 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 1870.36 ms [2021-01-12 19:38:39 main:574] : INFO : Epoch 578 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 1893.86 ms [2021-01-12 19:38:41 main:574] : INFO : Epoch 579 | loss: 0.0311481 | val_loss: 0.0311709 | Time: 1902.51 ms [2021-01-12 19:38:43 main:574] : INFO : Epoch 580 | loss: 0.0311478 | val_loss: 0.0311707 | Time: 1895.03 ms [2021-01-12 19:38:45 main:574] : INFO : Epoch 581 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 1872.3 ms [2021-01-12 19:38:47 main:574] : INFO : Epoch 582 | loss: 0.0311482 | val_loss: 0.0311683 | Time: 1879.12 ms [2021-01-12 19:38:49 main:574] : INFO : Epoch 583 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 1907.81 ms [2021-01-12 19:38:51 main:574] : INFO : Epoch 584 | loss: 0.0311502 | val_loss: 0.0311895 | Time: 1871.83 ms [2021-01-12 19:38:53 main:574] : INFO : Epoch 585 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 1868.17 ms [2021-01-12 19:38:54 main:574] : INFO : Epoch 586 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 1869.9 ms [2021-01-12 19:38:56 main:574] : INFO : Epoch 587 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1890.47 ms [2021-01-12 19:38:58 main:574] : INFO : Epoch 588 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 1894.37 ms [2021-01-12 19:39:00 main:574] : INFO : Epoch 589 | loss: 0.0311541 | val_loss: 0.0311714 | Time: 1890.68 ms [2021-01-12 19:39:02 main:574] : INFO : Epoch 590 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1867.24 ms [2021-01-12 19:39:04 main:574] : INFO : Epoch 591 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 1888.68 ms [2021-01-12 19:39:06 main:574] : INFO : Epoch 592 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 1906.78 ms [2021-01-12 19:39:08 main:574] : INFO : Epoch 593 | loss: 0.0311528 | val_loss: 0.0311701 | Time: 1855.02 ms [2021-01-12 19:39:10 main:574] : INFO : Epoch 594 | loss: 0.0311522 | val_loss: 0.0311691 | Time: 1871.17 ms [2021-01-12 19:39:11 main:574] : INFO : Epoch 595 | loss: 0.0311529 | val_loss: 0.0311701 | Time: 1893.27 ms [2021-01-12 19:39:13 main:574] : INFO : Epoch 596 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 1870.36 ms [2021-01-12 19:39:15 main:574] : INFO : Epoch 597 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 1854.36 ms [2021-01-12 19:39:17 main:574] : INFO : Epoch 598 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 1908.99 ms [2021-01-12 19:39:19 main:574] : INFO : Epoch 599 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1859.76 ms [2021-01-12 19:39:21 main:574] : INFO : Epoch 600 | loss: 0.0311506 | val_loss: 0.0311785 | Time: 1867.15 ms [2021-01-12 19:39:23 main:574] : INFO : Epoch 601 | loss: 0.0311524 | val_loss: 0.0311705 | Time: 1892.55 ms [2021-01-12 19:39:25 main:574] : INFO : Epoch 602 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 1891.02 ms [2021-01-12 19:39:27 main:574] : INFO : Epoch 603 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 1887.59 ms [2021-01-12 19:39:28 main:574] : INFO : Epoch 604 | loss: 0.0311514 | val_loss: 0.031172 | Time: 1903.71 ms [2021-01-12 19:39:30 main:574] : INFO : Epoch 605 | loss: 0.0311514 | val_loss: 0.0311716 | Time: 1898.79 ms [2021-01-12 19:39:32 main:574] : INFO : Epoch 606 | loss: 0.0311508 | val_loss: 0.0311729 | Time: 1889.71 ms [2021-01-12 19:39:34 main:574] : INFO : Epoch 607 | loss: 0.0311524 | val_loss: 0.0311729 | Time: 1905.22 ms [2021-01-12 19:39:36 main:574] : INFO : Epoch 608 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1874.26 ms [2021-01-12 19:39:38 main:574] : INFO : Epoch 609 | loss: 0.0311483 | val_loss: 0.0311718 | Time: 1864.76 ms [2021-01-12 19:39:40 main:574] : INFO : Epoch 610 | loss: 0.0311476 | val_loss: 0.0311693 | Time: 1896.5 ms [2021-01-12 19:39:42 main:574] : INFO : Epoch 611 | loss: 0.0311501 | val_loss: 0.0311742 | Time: 1870.51 ms [2021-01-12 19:39:44 main:574] : INFO : Epoch 612 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 1890.92 ms [2021-01-12 19:39:46 main:574] : INFO : Epoch 613 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 1868.64 ms [2021-01-12 19:39:47 main:574] : INFO : Epoch 614 | loss: 0.0311506 | val_loss: 0.0311732 | Time: 1883.55 ms [2021-01-12 19:39:49 main:574] : INFO : Epoch 615 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 1883.62 ms [2021-01-12 19:39:51 main:574] : INFO : Epoch 616 | loss: 0.0311526 | val_loss: 0.0311786 | Time: 1893.04 ms [2021-01-12 19:39:53 main:574] : INFO : Epoch 617 | loss: 0.0311555 | val_loss: 0.0311847 | Time: 1910.38 ms [2021-01-12 19:39:55 main:574] : INFO : Epoch 618 | loss: 0.0311563 | val_loss: 0.0311727 | Time: 1870.75 ms [2021-01-12 19:39:57 main:574] : INFO : Epoch 619 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 1881.73 ms [2021-01-12 19:39:59 main:574] : INFO : Epoch 620 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 1854.14 ms [2021-01-12 19:40:01 main:574] : INFO : Epoch 621 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 1914.34 ms [2021-01-12 19:40:03 main:574] : INFO : Epoch 622 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 1868.54 ms [2021-01-12 19:40:05 main:574] : INFO : Epoch 623 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1889.19 ms [2021-01-12 19:40:06 main:574] : INFO : Epoch 624 | loss: 0.0311536 | val_loss: 0.0311764 | Time: 1860.92 ms [2021-01-12 19:40:08 main:574] : INFO : Epoch 625 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 1908.43 ms [2021-01-12 19:40:10 main:574] : INFO : Epoch 626 | loss: 0.0311532 | val_loss: 0.031166 | Time: 1870.47 ms [2021-01-12 19:40:12 main:574] : INFO : Epoch 627 | loss: 0.031153 | val_loss: 0.0311642 | Time: 1908.85 ms [2021-01-12 19:40:14 main:574] : INFO : Epoch 628 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 1885.58 ms [2021-01-12 19:40:16 main:574] : INFO : Epoch 629 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 1886.67 ms [2021-01-12 19:40:18 main:574] : INFO : Epoch 630 | loss: 0.0311534 | val_loss: 0.031167 | Time: 1864.01 ms [2021-01-12 19:40:20 main:574] : INFO : Epoch 631 | loss: 0.0311523 | val_loss: 0.0311656 | Time: 1880.5 ms [2021-01-12 19:40:22 main:574] : INFO : Epoch 632 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1865.14 ms [2021-01-12 19:40:23 main:574] : INFO : Epoch 633 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 1871.3 ms [2021-01-12 19:40:25 main:574] : INFO : Epoch 634 | loss: 0.0311525 | val_loss: 0.0311726 | Time: 1872.38 ms [2021-01-12 19:40:27 main:574] : INFO : Epoch 635 | loss: 0.0311551 | val_loss: 0.0311742 | Time: 1911.54 ms [2021-01-12 19:40:29 main:574] : INFO : Epoch 636 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 2156.29 ms [2021-01-12 19:40:31 main:574] : INFO : Epoch 637 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 1900.84 ms [2021-01-12 19:40:33 main:574] : INFO : Epoch 638 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 1888.83 ms [2021-01-12 19:40:35 main:574] : INFO : Epoch 639 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 1898.58 ms [2021-01-12 19:40:37 main:574] : INFO : Epoch 640 | loss: 0.0311549 | val_loss: 0.0311712 | Time: 1888.14 ms [2021-01-12 19:40:39 main:574] : INFO : Epoch 641 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 1878 ms [2021-01-12 19:40:41 main:574] : INFO : Epoch 642 | loss: 0.03116 | val_loss: 0.0311708 | Time: 1855.15 ms [2021-01-12 19:40:43 main:574] : INFO : Epoch 643 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 1855.26 ms [2021-01-12 19:40:45 main:574] : INFO : Epoch 644 | loss: 0.0311587 | val_loss: 0.0311689 | Time: 1859.47 ms [2021-01-12 19:40:46 main:574] : INFO : Epoch 645 | loss: 0.0311577 | val_loss: 0.0311718 | Time: 1843 ms [2021-01-12 19:40:48 main:574] : INFO : Epoch 646 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 1890.4 ms [2021-01-12 19:40:50 main:574] : INFO : Epoch 647 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1852.3 ms [2021-01-12 19:40:52 main:574] : INFO : Epoch 648 | loss: 0.031158 | val_loss: 0.0311727 | Time: 1847.81 ms [2021-01-12 19:40:54 main:574] : INFO : Epoch 649 | loss: 0.0311562 | val_loss: 0.031168 | Time: 1866.85 ms [2021-01-12 19:40:56 main:574] : INFO : Epoch 650 | loss: 0.0311569 | val_loss: 0.0311771 | Time: 1871.42 ms [2021-01-12 19:40:58 main:574] : INFO : Epoch 651 | loss: 0.0311599 | val_loss: 0.0311724 | Time: 1875.53 ms [2021-01-12 19:41:00 main:574] : INFO : Epoch 652 | loss: 0.0311582 | val_loss: 0.0311741 | Time: 1843.87 ms [2021-01-12 19:41:01 main:574] : INFO : Epoch 653 | loss: 0.0311577 | val_loss: 0.0311736 | Time: 1893.25 ms [2021-01-12 19:41:03 main:574] : INFO : Epoch 654 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 1879.18 ms [2021-01-12 19:41:05 main:574] : INFO : Epoch 655 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 1883.21 ms [2021-01-12 19:41:07 main:574] : INFO : Epoch 656 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 1883.73 ms [2021-01-12 19:41:09 main:574] : INFO : Epoch 657 | loss: 0.0311637 | val_loss: 0.031181 | Time: 1884.79 ms [2021-01-12 19:41:11 main:574] : INFO : Epoch 658 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1884.3 ms [2021-01-12 19:41:13 main:574] : INFO : Epoch 659 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 1882.17 ms [2021-01-12 19:41:15 main:574] : INFO : Epoch 660 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 1877.49 ms [2021-01-12 19:41:17 main:574] : INFO : Epoch 661 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1905.87 ms [2021-01-12 19:41:19 main:574] : INFO : Epoch 662 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 1846.56 ms [2021-01-12 19:41:20 main:574] : INFO : Epoch 663 | loss: 0.0311603 | val_loss: 0.031171 | Time: 1866.54 ms [2021-01-12 19:41:22 main:574] : INFO : Epoch 664 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1873.56 ms [2021-01-12 19:41:24 main:574] : INFO : Epoch 665 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 1870.74 ms [2021-01-12 19:41:26 main:574] : INFO : Epoch 666 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 1872.09 ms [2021-01-12 19:41:28 main:574] : INFO : Epoch 667 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1858.97 ms [2021-01-12 19:41:30 main:574] : INFO : Epoch 668 | loss: 0.031165 | val_loss: 0.0311807 | Time: 1901.22 ms [2021-01-12 19:41:32 main:574] : INFO : Epoch 669 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1883.19 ms [2021-01-12 19:41:34 main:574] : INFO : Epoch 670 | loss: 0.031162 | val_loss: 0.0311813 | Time: 1879.27 ms [2021-01-12 19:41:36 main:574] : INFO : Epoch 671 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 1858.69 ms [2021-01-12 19:41:37 main:574] : INFO : Epoch 672 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 1879.46 ms [2021-01-12 19:41:39 main:574] : INFO : Epoch 673 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 1868.93 ms [2021-01-12 19:41:41 main:574] : INFO : Epoch 674 | loss: 0.031165 | val_loss: 0.0311705 | Time: 1851.96 ms [2021-01-12 19:41:43 main:574] : INFO : Epoch 675 | loss: 0.0311652 | val_loss: 0.0311693 | Time: 1866.76 ms [2021-01-12 19:41:45 main:574] : INFO : Epoch 676 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 1881.48 ms [2021-01-12 19:41:47 main:574] : INFO : Epoch 677 | loss: 0.0311626 | val_loss: 0.0311693 | Time: 1880.14 ms [2021-01-12 19:41:49 main:574] : INFO : Epoch 678 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 1854.19 ms [2021-01-12 19:41:51 main:574] : INFO : Epoch 679 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 1899.59 ms [2021-01-12 19:41:53 main:574] : INFO : Epoch 680 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 1879 ms [2021-01-12 19:41:54 main:574] : INFO : Epoch 681 | loss: 0.0311599 | val_loss: 0.031169 | Time: 1879.59 ms [2021-01-12 19:41:56 main:574] : INFO : Epoch 682 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 1855.37 ms [2021-01-12 19:41:58 main:574] : INFO : Epoch 683 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 1873.59 ms [2021-01-12 19:42:00 main:574] : INFO : Epoch 684 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 1875.12 ms [2021-01-12 19:42:02 main:574] : INFO : Epoch 685 | loss: 0.0311587 | val_loss: 0.0311689 | Time: 1909.33 ms [2021-01-12 19:42:04 main:574] : INFO : Epoch 686 | loss: 0.0311573 | val_loss: 0.031171 | Time: 1865.82 ms [2021-01-12 19:42:06 main:574] : INFO : Epoch 687 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 1870.99 ms [2021-01-12 19:42:08 main:574] : INFO : Epoch 688 | loss: 0.031161 | val_loss: 0.0311702 | Time: 1875.37 ms [2021-01-12 19:42:10 main:574] : INFO : Epoch 689 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 1889.05 ms [2021-01-12 19:42:11 main:574] : INFO : Epoch 690 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1893.61 ms [2021-01-12 19:42:13 main:574] : INFO : Epoch 691 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 1881.92 ms [2021-01-12 19:42:15 main:574] : INFO : Epoch 692 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 1900.25 ms [2021-01-12 19:42:17 main:574] : INFO : Epoch 693 | loss: 0.0311582 | val_loss: 0.0311724 | Time: 1907.38 ms [2021-01-12 19:42:19 main:574] : INFO : Epoch 694 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 1876.72 ms [2021-01-12 19:42:21 main:574] : INFO : Epoch 695 | loss: 0.0311584 | val_loss: 0.0311728 | Time: 1880.74 ms [2021-01-12 19:42:23 main:574] : INFO : Epoch 696 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 1880.41 ms [2021-01-12 19:42:25 main:574] : INFO : Epoch 697 | loss: 0.0311565 | val_loss: 0.0311701 | Time: 1894 ms [2021-01-12 19:42:27 main:574] : INFO : Epoch 698 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 1919.53 ms [2021-01-12 19:42:29 main:574] : INFO : Epoch 699 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 1873.02 ms [2021-01-12 19:42:30 main:574] : INFO : Epoch 700 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 1911.82 ms [2021-01-12 19:42:32 main:574] : INFO : Epoch 701 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 1888.33 ms [2021-01-12 19:42:34 main:574] : INFO : Epoch 702 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 1880.43 ms [2021-01-12 19:42:36 main:574] : INFO : Epoch 703 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 1887.7 ms [2021-01-12 19:42:38 main:574] : INFO : Epoch 704 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1889.02 ms [2021-01-12 19:42:40 main:574] : INFO : Epoch 705 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 1911.13 ms [2021-01-12 19:42:42 main:574] : INFO : Epoch 706 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 1895.79 ms [2021-01-12 19:42:44 main:574] : INFO : Epoch 707 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 1898.24 ms [2021-01-12 19:42:46 main:574] : INFO : Epoch 708 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 1895.29 ms [2021-01-12 19:42:48 main:574] : INFO : Epoch 709 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 1911.61 ms [2021-01-12 19:42:50 main:574] : INFO : Epoch 710 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 1873.03 ms [2021-01-12 19:42:51 main:574] : INFO : Epoch 711 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 1878.15 ms [2021-01-12 19:42:53 main:574] : INFO : Epoch 712 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 1890.89 ms [2021-01-12 19:42:55 main:574] : INFO : Epoch 713 | loss: 0.0311576 | val_loss: 0.031177 | Time: 1864.41 ms [2021-01-12 19:42:57 main:574] : INFO : Epoch 714 | loss: 0.0311578 | val_loss: 0.0311742 | Time: 1909.42 ms [2021-01-12 19:42:59 main:574] : INFO : Epoch 715 | loss: 0.0311572 | val_loss: 0.0311752 | Time: 1874.57 ms [2021-01-12 19:43:01 main:574] : INFO : Epoch 716 | loss: 0.031159 | val_loss: 0.0311747 | Time: 1883.24 ms [2021-01-12 19:43:03 main:574] : INFO : Epoch 717 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 1862.47 ms [2021-01-12 19:43:05 main:574] : INFO : Epoch 718 | loss: 0.0311574 | val_loss: 0.0311751 | Time: 1899.5 ms [2021-01-12 19:43:07 main:574] : INFO : Epoch 719 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 1897.77 ms [2021-01-12 19:43:09 main:574] : INFO : Epoch 720 | loss: 0.0311568 | val_loss: 0.0311782 | Time: 1887.69 ms [2021-01-12 19:43:10 main:574] : INFO : Epoch 721 | loss: 0.0311565 | val_loss: 0.0311766 | Time: 1881.25 ms [2021-01-12 19:43:12 main:574] : INFO : Epoch 722 | loss: 0.0311565 | val_loss: 0.0311773 | Time: 1895.69 ms [2021-01-12 19:43:14 main:574] : INFO : Epoch 723 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 1885.44 ms [2021-01-12 19:43:16 main:574] : INFO : Epoch 724 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 1877.83 ms [2021-01-12 19:43:18 main:574] : INFO : Epoch 725 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 1876.14 ms [2021-01-12 19:43:20 main:574] : INFO : Epoch 726 | loss: 0.0311583 | val_loss: 0.031177 | Time: 1902.46 ms [2021-01-12 19:43:22 main:574] : INFO : Epoch 727 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 1881.04 ms [2021-01-12 19:43:24 main:574] : INFO : Epoch 728 | loss: 0.0311557 | val_loss: 0.0311765 | Time: 1870.67 ms [2021-01-12 19:43:26 main:574] : INFO : Epoch 729 | loss: 0.0311552 | val_loss: 0.031176 | Time: 1864.67 ms [2021-01-12 19:43:28 main:574] : INFO : Epoch 730 | loss: 0.0311551 | val_loss: 0.0311757 | Time: 1880.87 ms [2021-01-12 19:43:29 main:574] : INFO : Epoch 731 | loss: 0.0311558 | val_loss: 0.0311746 | Time: 1856.89 ms [2021-01-12 19:43:31 main:574] : INFO : Epoch 732 | loss: 0.0311551 | val_loss: 0.0311732 | Time: 1882.29 ms [2021-01-12 19:43:33 main:574] : INFO : Epoch 733 | loss: 0.0311591 | val_loss: 0.0311754 | Time: 1893.56 ms [2021-01-12 19:43:35 main:574] : INFO : Epoch 734 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1886.48 ms [2021-01-12 19:43:37 main:574] : INFO : Epoch 735 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1888.79 ms [2021-01-12 19:43:39 main:574] : INFO : Epoch 736 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 1917.01 ms [2021-01-12 19:43:41 main:574] : INFO : Epoch 737 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1887.02 ms [2021-01-12 19:43:43 main:574] : INFO : Epoch 738 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1897.55 ms [2021-01-12 19:43:45 main:574] : INFO : Epoch 739 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1909.77 ms [2021-01-12 19:43:47 main:574] : INFO : Epoch 740 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1872.52 ms [2021-01-12 19:43:48 main:574] : INFO : Epoch 741 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 1871.1 ms [2021-01-12 19:43:50 main:574] : INFO : Epoch 742 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1884.87 ms [2021-01-12 19:43:52 main:574] : INFO : Epoch 743 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 1894.38 ms [2021-01-12 19:43:54 main:574] : INFO : Epoch 744 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1887.18 ms [2021-01-12 19:43:56 main:574] : INFO : Epoch 745 | loss: 0.031161 | val_loss: 0.0311715 | Time: 1926.45 ms [2021-01-12 19:43:58 main:574] : INFO : Epoch 746 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 1890.24 ms [2021-01-12 19:44:00 main:574] : INFO : Epoch 747 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1884.93 ms [2021-01-12 19:44:02 main:574] : INFO : Epoch 748 | loss: 0.03116 | val_loss: 0.0311706 | Time: 1886.12 ms [2021-01-12 19:44:04 main:574] : INFO : Epoch 749 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 1903.95 ms [2021-01-12 19:44:06 main:574] : INFO : Epoch 750 | loss: 0.0311607 | val_loss: 0.031173 | Time: 1902.3 ms [2021-01-12 19:44:08 main:574] : INFO : Epoch 751 | loss: 0.0311613 | val_loss: 0.0311794 | Time: 1911.62 ms [2021-01-12 19:44:10 main:574] : INFO : Epoch 752 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 2014.58 ms [2021-01-12 19:44:12 main:574] : INFO : Epoch 753 | loss: 0.0311595 | val_loss: 0.0311775 | Time: 2029.43 ms [2021-01-12 19:44:14 main:574] : INFO : Epoch 754 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 1931.48 ms [2021-01-12 19:44:16 main:574] : INFO : Epoch 755 | loss: 0.0311588 | val_loss: 0.0311747 | Time: 1992.14 ms [2021-01-12 19:44:17 main:574] : INFO : Epoch 756 | loss: 0.0311583 | val_loss: 0.0311725 | Time: 1920.7 ms [2021-01-12 19:44:19 main:574] : INFO : Epoch 757 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 1856.53 ms [2021-01-12 19:44:21 main:574] : INFO : Epoch 758 | loss: 0.0311593 | val_loss: 0.0311732 | Time: 1896.45 ms [2021-01-12 19:44:23 main:574] : INFO : Epoch 759 | loss: 0.0311601 | val_loss: 0.0311778 | Time: 1875.64 ms [2021-01-12 19:44:25 main:574] : INFO : Epoch 760 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 1969.32 ms [2021-01-12 19:44:27 main:574] : INFO : Epoch 761 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1964.73 ms [2021-01-12 19:44:29 main:574] : INFO : Epoch 762 | loss: 0.0311614 | val_loss: 0.0311716 | Time: 2000.58 ms [2021-01-12 19:44:31 main:574] : INFO : Epoch 763 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1877.98 ms [2021-01-12 19:44:33 main:574] : INFO : Epoch 764 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 1891.08 ms [2021-01-12 19:44:35 main:574] : INFO : Epoch 765 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 1886.93 ms [2021-01-12 19:44:37 main:574] : INFO : Epoch 766 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 1892.79 ms [2021-01-12 19:44:39 main:574] : INFO : Epoch 767 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 1908.14 ms [2021-01-12 19:44:41 main:574] : INFO : Epoch 768 | loss: 0.0311593 | val_loss: 0.031171 | Time: 1955.02 ms [2021-01-12 19:44:42 main:574] : INFO : Epoch 769 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 1873.51 ms [2021-01-12 19:44:44 main:574] : INFO : Epoch 770 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1850.16 ms [2021-01-12 19:44:46 main:574] : INFO : Epoch 771 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1895.5 ms [2021-01-12 19:44:48 main:574] : INFO : Epoch 772 | loss: 0.0311579 | val_loss: 0.0311713 | Time: 1881.81 ms [2021-01-12 19:44:50 main:574] : INFO : Epoch 773 | loss: 0.0311579 | val_loss: 0.0311737 | Time: 1920.47 ms [2021-01-12 19:44:52 main:574] : INFO : Epoch 774 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 1864.39 ms [2021-01-12 19:44:54 main:574] : INFO : Epoch 775 | loss: 0.031158 | val_loss: 0.0311734 | Time: 1909.23 ms [2021-01-12 19:44:56 main:574] : INFO : Epoch 776 | loss: 0.0311579 | val_loss: 0.0311721 | Time: 1917.43 ms [2021-01-12 19:44:58 main:574] : INFO : Epoch 777 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 1902.87 ms [2021-01-12 19:45:00 main:574] : INFO : Epoch 778 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 1910.86 ms [2021-01-12 19:45:02 main:574] : INFO : Epoch 779 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 1889.15 ms [2021-01-12 19:45:03 main:574] : INFO : Epoch 780 | loss: 0.0311584 | val_loss: 0.031171 | Time: 1902.97 ms [2021-01-12 19:45:05 main:574] : INFO : Epoch 781 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 1883.17 ms [2021-01-12 19:45:07 main:574] : INFO : Epoch 782 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 1962.7 ms [2021-01-12 19:45:09 main:574] : INFO : Epoch 783 | loss: 0.031158 | val_loss: 0.0311707 | Time: 1959.69 ms [2021-01-12 19:45:11 main:574] : INFO : Epoch 784 | loss: 0.0311588 | val_loss: 0.031179 | Time: 1892.77 ms [2021-01-12 19:45:13 main:574] : INFO : Epoch 785 | loss: 0.0311616 | val_loss: 0.0311834 | Time: 1912.33 ms [2021-01-12 19:45:15 main:574] : INFO : Epoch 786 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 1875.71 ms [2021-01-12 19:45:17 main:574] : INFO : Epoch 787 | loss: 0.0311565 | val_loss: 0.0311715 | Time: 1911.26 ms [2021-01-12 19:45:19 main:574] : INFO : Epoch 788 | loss: 0.0311567 | val_loss: 0.0311729 | Time: 1950.31 ms [2021-01-12 19:45:21 main:574] : INFO : Epoch 789 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 1882.84 ms [2021-01-12 19:45:23 main:574] : INFO : Epoch 790 | loss: 0.0311572 | val_loss: 0.0311745 | Time: 1881.94 ms [2021-01-12 19:45:25 main:574] : INFO : Epoch 791 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 1861.7 ms [2021-01-12 19:45:26 main:574] : INFO : Epoch 792 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 1833.97 ms [2021-01-12 19:45:28 main:574] : INFO : Epoch 793 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 1874.94 ms [2021-01-12 19:45:30 main:574] : INFO : Epoch 794 | loss: 0.0311563 | val_loss: 0.03117 | Time: 1902.05 ms [2021-01-12 19:45:32 main:574] : INFO : Epoch 795 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1896.98 ms [2021-01-12 19:45:34 main:574] : INFO : Epoch 796 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1864.5 ms [2021-01-12 19:45:36 main:574] : INFO : Epoch 797 | loss: 0.0311562 | val_loss: 0.0311715 | Time: 1872.26 ms [2021-01-12 19:45:38 main:574] : INFO : Epoch 798 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 1903.08 ms [2021-01-12 19:45:40 main:574] : INFO : Epoch 799 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 1842.51 ms [2021-01-12 19:45:42 main:574] : INFO : Epoch 800 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 1879.12 ms [2021-01-12 19:45:43 main:574] : INFO : Epoch 801 | loss: 0.031157 | val_loss: 0.0311717 | Time: 1874.93 ms [2021-01-12 19:45:45 main:574] : INFO : Epoch 802 | loss: 0.0311563 | val_loss: 0.0311741 | Time: 1848.59 ms [2021-01-12 19:45:47 main:574] : INFO : Epoch 803 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 1846.21 ms [2021-01-12 19:45:49 main:574] : INFO : Epoch 804 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 1861.51 ms [2021-01-12 19:45:51 main:574] : INFO : Epoch 805 | loss: 0.0311555 | val_loss: 0.031172 | Time: 1883.43 ms [2021-01-12 19:45:53 main:574] : INFO : Epoch 806 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 1919.72 ms [2021-01-12 19:45:55 main:574] : INFO : Epoch 807 | loss: 0.0311551 | val_loss: 0.0311719 | Time: 1866.47 ms [2021-01-12 19:45:57 main:574] : INFO : Epoch 808 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1907.41 ms [2021-01-12 19:45:59 main:574] : INFO : Epoch 809 | loss: 0.0311551 | val_loss: 0.0311732 | Time: 1872.9 ms [2021-01-12 19:46:00 main:574] : INFO : Epoch 810 | loss: 0.0311548 | val_loss: 0.0311729 | Time: 1905.3 ms [2021-01-12 19:46:02 main:574] : INFO : Epoch 811 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 1892.42 ms [2021-01-12 19:46:04 main:574] : INFO : Epoch 812 | loss: 0.0311575 | val_loss: 0.0311724 | Time: 1894.5 ms [2021-01-12 19:46:06 main:574] : INFO : Epoch 813 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 1865.44 ms [2021-01-12 19:46:08 main:574] : INFO : Epoch 814 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 1922.15 ms [2021-01-12 19:46:10 main:574] : INFO : Epoch 815 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 1863.17 ms [2021-01-12 19:46:12 main:574] : INFO : Epoch 816 | loss: 0.0311553 | val_loss: 0.0311731 | Time: 1900.46 ms [2021-01-12 19:46:14 main:574] : INFO : Epoch 817 | loss: 0.0311547 | val_loss: 0.0311723 | Time: 1874.54 ms [2021-01-12 19:46:16 main:574] : INFO : Epoch 818 | loss: 0.0311543 | val_loss: 0.0311721 | Time: 1888.43 ms [2021-01-12 19:46:18 main:574] : INFO : Epoch 819 | loss: 0.031155 | val_loss: 0.0311731 | Time: 1877.83 ms [2021-01-12 19:46:19 main:574] : INFO : Epoch 820 | loss: 0.0311548 | val_loss: 0.0311714 | Time: 1872.21 ms [2021-01-12 19:46:21 main:574] : INFO : Epoch 821 | loss: 0.0311549 | val_loss: 0.0311783 | Time: 1873.21 ms [2021-01-12 19:46:23 main:574] : INFO : Epoch 822 | loss: 0.0311548 | val_loss: 0.0311714 | Time: 1881.65 ms [2021-01-12 19:46:25 main:574] : INFO : Epoch 823 | loss: 0.0311537 | val_loss: 0.0311727 | Time: 1877.44 ms [2021-01-12 19:46:27 main:574] : INFO : Epoch 824 | loss: 0.0311555 | val_loss: 0.0311736 | Time: 1895.62 ms [2021-01-12 19:46:29 main:574] : INFO : Epoch 825 | loss: 0.0311572 | val_loss: 0.0311727 | Time: 1870.5 ms [2021-01-12 19:46:31 main:574] : INFO : Epoch 826 | loss: 0.031154 | val_loss: 0.0311769 | Time: 1877.91 ms [2021-01-12 19:46:33 main:574] : INFO : Epoch 827 | loss: 0.0311576 | val_loss: 0.0311779 | Time: 1870.37 ms [2021-01-12 19:46:35 main:574] : INFO : Epoch 828 | loss: 0.0311627 | val_loss: 0.0311762 | Time: 1855.04 ms [2021-01-12 19:46:36 main:574] : INFO : Epoch 829 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 1865.21 ms [2021-01-12 19:46:38 main:574] : INFO : Epoch 830 | loss: 0.0311599 | val_loss: 0.0311708 | Time: 1881.16 ms [2021-01-12 19:46:40 main:574] : INFO : Epoch 831 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 1876.13 ms [2021-01-12 19:46:42 main:574] : INFO : Epoch 832 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1871.15 ms [2021-01-12 19:46:44 main:574] : INFO : Epoch 833 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 1889.22 ms [2021-01-12 19:46:46 main:574] : INFO : Epoch 834 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 1865.79 ms [2021-01-12 19:46:48 main:574] : INFO : Epoch 835 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 1884.47 ms [2021-01-12 19:46:50 main:574] : INFO : Epoch 836 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 1830.63 ms [2021-01-12 19:46:51 main:574] : INFO : Epoch 837 | loss: 0.031161 | val_loss: 0.0311708 | Time: 1872.23 ms [2021-01-12 19:46:53 main:574] : INFO : Epoch 838 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1866.1 ms [2021-01-12 19:46:55 main:574] : INFO : Epoch 839 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 1842.73 ms [2021-01-12 19:46:57 main:574] : INFO : Epoch 840 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1864.23 ms [2021-01-12 19:46:59 main:574] : INFO : Epoch 841 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 1879.04 ms [2021-01-12 19:47:01 main:574] : INFO : Epoch 842 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1894.13 ms [2021-01-12 19:47:03 main:574] : INFO : Epoch 843 | loss: 0.0311566 | val_loss: 0.0311732 | Time: 1902.05 ms [2021-01-12 19:47:05 main:574] : INFO : Epoch 844 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1897.69 ms [2021-01-12 19:47:07 main:574] : INFO : Epoch 845 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1853.18 ms [2021-01-12 19:47:08 main:574] : INFO : Epoch 846 | loss: 0.0311578 | val_loss: 0.0311733 | Time: 1892.67 ms [2021-01-12 19:47:10 main:574] : INFO : Epoch 847 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 1892.58 ms [2021-01-12 19:47:12 main:574] : INFO : Epoch 848 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 1898.91 ms [2021-01-12 19:47:14 main:574] : INFO : Epoch 849 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 1876.83 ms [2021-01-12 19:47:16 main:574] : INFO : Epoch 850 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 1882.61 ms [2021-01-12 19:47:18 main:574] : INFO : Epoch 851 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 1860.18 ms [2021-01-12 19:47:20 main:574] : INFO : Epoch 852 | loss: 0.0311592 | val_loss: 0.0311848 | Time: 1864.84 ms [2021-01-12 19:47:22 main:574] : INFO : Epoch 853 | loss: 0.0311589 | val_loss: 0.0311744 | Time: 1849.73 ms [2021-01-12 19:47:24 main:574] : INFO : Epoch 854 | loss: 0.031156 | val_loss: 0.0311691 | Time: 1864.21 ms [2021-01-12 19:47:25 main:574] : INFO : Epoch 855 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 1869.52 ms [2021-01-12 19:47:27 main:574] : INFO : Epoch 856 | loss: 0.031154 | val_loss: 0.0311731 | Time: 1882.85 ms [2021-01-12 19:47:29 main:574] : INFO : Epoch 857 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1859.07 ms [2021-01-12 19:47:31 main:574] : INFO : Epoch 858 | loss: 0.0311559 | val_loss: 0.031174 | Time: 1878.25 ms [2021-01-12 19:47:33 main:574] : INFO : Epoch 859 | loss: 0.0311562 | val_loss: 0.0311743 | Time: 1907.47 ms [2021-01-12 19:47:35 main:574] : INFO : Epoch 860 | loss: 0.0311566 | val_loss: 0.0311733 | Time: 1876.37 ms [2021-01-12 19:47:37 main:574] : INFO : Epoch 861 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 1900.75 ms [2021-01-12 19:47:39 main:574] : INFO : Epoch 862 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1877.07 ms [2021-01-12 19:47:41 main:574] : INFO : Epoch 863 | loss: 0.0311566 | val_loss: 0.031171 | Time: 1875.37 ms [2021-01-12 19:47:42 main:574] : INFO : Epoch 864 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 1873.75 ms [2021-01-12 19:47:44 main:574] : INFO : Epoch 865 | loss: 0.031157 | val_loss: 0.0311819 | Time: 1875.33 ms [2021-01-12 19:47:46 main:574] : INFO : Epoch 866 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1886.81 ms [2021-01-12 19:47:48 main:574] : INFO : Epoch 867 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 1839.68 ms [2021-01-12 19:47:50 main:574] : INFO : Epoch 868 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 1878.08 ms [2021-01-12 19:47:52 main:574] : INFO : Epoch 869 | loss: 0.0311578 | val_loss: 0.0311726 | Time: 1829.26 ms [2021-01-12 19:47:54 main:574] : INFO : Epoch 870 | loss: 0.0311559 | val_loss: 0.0311702 | Time: 1879.05 ms [2021-01-12 19:47:56 main:574] : INFO : Epoch 871 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 1873.84 ms [2021-01-12 19:47:58 main:574] : INFO : Epoch 872 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 1885.65 ms [2021-01-12 19:47:59 main:574] : INFO : Epoch 873 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 1866.42 ms [2021-01-12 19:48:01 main:574] : INFO : Epoch 874 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 1881.15 ms [2021-01-12 19:48:03 main:574] : INFO : Epoch 875 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1880.93 ms [2021-01-12 19:48:05 main:574] : INFO : Epoch 876 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 1872.57 ms [2021-01-12 19:48:07 main:574] : INFO : Epoch 877 | loss: 0.0311544 | val_loss: 0.0311714 | Time: 1884.7 ms [2021-01-12 19:48:09 main:574] : INFO : Epoch 878 | loss: 0.0311556 | val_loss: 0.0311725 | Time: 1898.92 ms [2021-01-12 19:48:11 main:574] : INFO : Epoch 879 | loss: 0.0311553 | val_loss: 0.03117 | Time: 1875.26 ms [2021-01-12 19:48:13 main:574] : INFO : Epoch 880 | loss: 0.0311558 | val_loss: 0.0311714 | Time: 1872.95 ms [2021-01-12 19:48:15 main:574] : INFO : Epoch 881 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1881.28 ms [2021-01-12 19:48:16 main:574] : INFO : Epoch 882 | loss: 0.0311549 | val_loss: 0.0311724 | Time: 1835.8 ms [2021-01-12 19:48:18 main:574] : INFO : Epoch 883 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 1895.72 ms [2021-01-12 19:48:20 main:574] : INFO : Epoch 884 | loss: 0.0311558 | val_loss: 0.0311704 | Time: 1874.28 ms [2021-01-12 19:48:22 main:574] : INFO : Epoch 885 | loss: 0.0311542 | val_loss: 0.0311707 | Time: 1860.08 ms [2021-01-12 19:48:24 main:574] : INFO : Epoch 886 | loss: 0.0311548 | val_loss: 0.031173 | Time: 1886.79 ms [2021-01-12 19:48:26 main:574] : INFO : Epoch 887 | loss: 0.0311578 | val_loss: 0.0311775 | Time: 1889.1 ms [2021-01-12 19:48:28 main:574] : INFO : Epoch 888 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 1878.77 ms [2021-01-12 19:48:30 main:574] : INFO : Epoch 889 | loss: 0.0311533 | val_loss: 0.031169 | Time: 1865.66 ms [2021-01-12 19:48:32 main:574] : INFO : Epoch 890 | loss: 0.0311534 | val_loss: 0.0311693 | Time: 1882.41 ms [2021-01-12 19:48:33 main:574] : INFO : Epoch 891 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 1860.7 ms [2021-01-12 19:48:35 main:574] : INFO : Epoch 892 | loss: 0.0311536 | val_loss: 0.031168 | Time: 1876.89 ms [2021-01-12 19:48:37 main:574] : INFO : Epoch 893 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 1858.44 ms [2021-01-12 19:48:39 main:574] : INFO : Epoch 894 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 1860.85 ms [2021-01-12 19:48:41 main:574] : INFO : Epoch 895 | loss: 0.0311543 | val_loss: 0.031171 | Time: 1832.29 ms [2021-01-12 19:48:43 main:574] : INFO : Epoch 896 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 1859.71 ms [2021-01-12 19:48:45 main:574] : INFO : Epoch 897 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 1871.58 ms [2021-01-12 19:48:47 main:574] : INFO : Epoch 898 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1878.88 ms [2021-01-12 19:48:48 main:574] : INFO : Epoch 899 | loss: 0.031155 | val_loss: 0.0311687 | Time: 1870.11 ms [2021-01-12 19:48:50 main:574] : INFO : Epoch 900 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 1851.01 ms [2021-01-12 19:48:52 main:574] : INFO : Epoch 901 | loss: 0.031154 | val_loss: 0.0311676 | Time: 1875.45 ms [2021-01-12 19:48:54 main:574] : INFO : Epoch 902 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 1889.17 ms [2021-01-12 19:48:56 main:574] : INFO : Epoch 903 | loss: 0.0311548 | val_loss: 0.031168 | Time: 1885.96 ms [2021-01-12 19:48:58 main:574] : INFO : Epoch 904 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 1902.6 ms [2021-01-12 19:49:00 main:574] : INFO : Epoch 905 | loss: 0.0311539 | val_loss: 0.0311676 | Time: 1875.14 ms [2021-01-12 19:49:02 main:574] : INFO : Epoch 906 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 1845.11 ms [2021-01-12 19:49:04 main:574] : INFO : Epoch 907 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 1892.01 ms [2021-01-12 19:49:05 main:574] : INFO : Epoch 908 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1863.44 ms [2021-01-12 19:49:07 main:574] : INFO : Epoch 909 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 1884.5 ms [2021-01-12 19:49:09 main:574] : INFO : Epoch 910 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1877.71 ms [2021-01-12 19:49:11 main:574] : INFO : Epoch 911 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 1896.39 ms [2021-01-12 19:49:13 main:574] : INFO : Epoch 912 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 1880.29 ms [2021-01-12 19:49:15 main:574] : INFO : Epoch 913 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 1876.55 ms [2021-01-12 19:49:17 main:574] : INFO : Epoch 914 | loss: 0.0311577 | val_loss: 0.0311674 | Time: 1876.47 ms [2021-01-12 19:49:19 main:574] : INFO : Epoch 915 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 1846.27 ms [2021-01-12 19:49:21 main:574] : INFO : Epoch 916 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 1853.35 ms [2021-01-12 19:49:22 main:574] : INFO : Epoch 917 | loss: 0.031158 | val_loss: 0.0311718 | Time: 1868.86 ms [2021-01-12 19:49:24 main:574] : INFO : Epoch 918 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 1849.2 ms [2021-01-12 19:49:26 main:574] : INFO : Epoch 919 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 1873.86 ms [2021-01-12 19:49:28 main:574] : INFO : Epoch 920 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 1849.65 ms [2021-01-12 19:49:30 main:574] : INFO : Epoch 921 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1851.74 ms [2021-01-12 19:49:32 main:574] : INFO : Epoch 922 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 1867.72 ms [2021-01-12 19:49:34 main:574] : INFO : Epoch 923 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 1859.76 ms [2021-01-12 19:49:36 main:574] : INFO : Epoch 924 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 1900.3 ms [2021-01-12 19:49:37 main:574] : INFO : Epoch 925 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1881.87 ms [2021-01-12 19:49:39 main:574] : INFO : Epoch 926 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 1877.05 ms [2021-01-12 19:49:41 main:574] : INFO : Epoch 927 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 1881.9 ms [2021-01-12 19:49:43 main:574] : INFO : Epoch 928 | loss: 0.0311551 | val_loss: 0.0311663 | Time: 1841.02 ms [2021-01-12 19:49:45 main:574] : INFO : Epoch 929 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 1854.29 ms [2021-01-12 19:49:47 main:574] : INFO : Epoch 930 | loss: 0.0311554 | val_loss: 0.0311657 | Time: 1848.14 ms [2021-01-12 19:49:49 main:574] : INFO : Epoch 931 | loss: 0.031156 | val_loss: 0.0311696 | Time: 1876.12 ms [2021-01-12 19:49:51 main:574] : INFO : Epoch 932 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1860.13 ms [2021-01-12 19:49:52 main:574] : INFO : Epoch 933 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 1861.99 ms [2021-01-12 19:49:54 main:574] : INFO : Epoch 934 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1899.34 ms [2021-01-12 19:49:56 main:574] : INFO : Epoch 935 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 1852.68 ms [2021-01-12 19:49:58 main:574] : INFO : Epoch 936 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 1880 ms [2021-01-12 19:50:00 main:574] : INFO : Epoch 937 | loss: 0.031155 | val_loss: 0.0311686 | Time: 1881 ms [2021-01-12 19:50:02 main:574] : INFO : Epoch 938 | loss: 0.0311543 | val_loss: 0.031168 | Time: 1863.78 ms [2021-01-12 19:50:04 main:574] : INFO : Epoch 939 | loss: 0.0311551 | val_loss: 0.0311707 | Time: 1874.63 ms [2021-01-12 19:50:06 main:574] : INFO : Epoch 940 | loss: 0.0311547 | val_loss: 0.0311694 | Time: 1856.11 ms [2021-01-12 19:50:08 main:574] : INFO : Epoch 941 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 1849.71 ms [2021-01-12 19:50:09 main:574] : INFO : Epoch 942 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1841.55 ms [2021-01-12 19:50:11 main:574] : INFO : Epoch 943 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 1856.33 ms [2021-01-12 19:50:13 main:574] : INFO : Epoch 944 | loss: 0.0311559 | val_loss: 0.03117 | Time: 1833.88 ms [2021-01-12 19:50:15 main:574] : INFO : Epoch 945 | loss: 0.0311553 | val_loss: 0.031172 | Time: 1870.85 ms [2021-01-12 19:50:17 main:574] : INFO : Epoch 946 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 1862.96 ms [2021-01-12 19:50:19 main:574] : INFO : Epoch 947 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 1842.39 ms [2021-01-12 19:50:21 main:574] : INFO : Epoch 948 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 1894.53 ms [2021-01-12 19:50:22 main:574] : INFO : Epoch 949 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1865.11 ms [2021-01-12 19:50:24 main:574] : INFO : Epoch 950 | loss: 0.0311554 | val_loss: 0.0311717 | Time: 1850.15 ms [2021-01-12 19:50:26 main:574] : INFO : Epoch 951 | loss: 0.0311549 | val_loss: 0.0311715 | Time: 1837.23 ms [2021-01-12 19:50:28 main:574] : INFO : Epoch 952 | loss: 0.031155 | val_loss: 0.0311754 | Time: 1860.26 ms [2021-01-12 19:50:30 main:574] : INFO : Epoch 953 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 1856.43 ms [2021-01-12 19:50:32 main:574] : INFO : Epoch 954 | loss: 0.0311596 | val_loss: 0.0311746 | Time: 1860.42 ms [2021-01-12 19:50:34 main:574] : INFO : Epoch 955 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 1897.55 ms [2021-01-12 19:50:36 main:574] : INFO : Epoch 956 | loss: 0.031155 | val_loss: 0.0311713 | Time: 1871.94 ms [2021-01-12 19:50:37 main:574] : INFO : Epoch 957 | loss: 0.0311545 | val_loss: 0.0311694 | Time: 1865.5 ms [2021-01-12 19:50:39 main:574] : INFO : Epoch 958 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 1846 ms [2021-01-12 19:50:41 main:574] : INFO : Epoch 959 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 1905.17 ms [2021-01-12 19:50:43 main:574] : INFO : Epoch 960 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 1836.07 ms [2021-01-12 19:50:45 main:574] : INFO : Epoch 961 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 1870.1 ms [2021-01-12 19:50:47 main:574] : INFO : Epoch 962 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1886.57 ms [2021-01-12 19:50:49 main:574] : INFO : Epoch 963 | loss: 0.0311557 | val_loss: 0.0311794 | Time: 1840.5 ms [2021-01-12 19:50:51 main:574] : INFO : Epoch 964 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1863.1 ms [2021-01-12 19:50:53 main:574] : INFO : Epoch 965 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 1846.61 ms [2021-01-12 19:50:54 main:574] : INFO : Epoch 966 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 1834.55 ms [2021-01-12 19:50:56 main:574] : INFO : Epoch 967 | loss: 0.031154 | val_loss: 0.0311714 | Time: 1884.89 ms [2021-01-12 19:50:58 main:574] : INFO : Epoch 968 | loss: 0.0311523 | val_loss: 0.031171 | Time: 1871.4 ms [2021-01-12 19:51:00 main:574] : INFO : Epoch 969 | loss: 0.0311535 | val_loss: 0.0311711 | Time: 1882.42 ms [2021-01-12 19:51:02 main:574] : INFO : Epoch 970 | loss: 0.0311531 | val_loss: 0.0311729 | Time: 1836.59 ms [2021-01-12 19:51:04 main:574] : INFO : Epoch 971 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 1852.69 ms [2021-01-12 19:51:06 main:574] : INFO : Epoch 972 | loss: 0.0311859 | val_loss: 0.0311869 | Time: 1839.23 ms [2021-01-12 19:51:08 main:574] : INFO : Epoch 973 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1897.15 ms [2021-01-12 19:51:09 main:574] : INFO : Epoch 974 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 1853.6 ms [2021-01-12 19:51:11 main:574] : INFO : Epoch 975 | loss: 0.0311683 | val_loss: 0.0311716 | Time: 1870.67 ms [2021-01-12 19:51:13 main:574] : INFO : Epoch 976 | loss: 0.0311638 | val_loss: 0.0311702 | Time: 1829.43 ms [2021-01-12 19:51:15 main:574] : INFO : Epoch 977 | loss: 0.03116 | val_loss: 0.0311687 | Time: 1838.16 ms [2021-01-12 19:51:17 main:574] : INFO : Epoch 978 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 1843.37 ms [2021-01-12 19:51:19 main:574] : INFO : Epoch 979 | loss: 0.031159 | val_loss: 0.0311766 | Time: 1863.94 ms [2021-01-12 19:51:21 main:574] : INFO : Epoch 980 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 1866.56 ms [2021-01-12 19:51:22 main:574] : INFO : Epoch 981 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1887.82 ms [2021-01-12 19:51:24 main:574] : INFO : Epoch 982 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 1883.88 ms [2021-01-12 19:51:26 main:574] : INFO : Epoch 983 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 1883.5 ms [2021-01-12 19:51:28 main:574] : INFO : Epoch 984 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 1863.49 ms [2021-01-12 19:51:30 main:574] : INFO : Epoch 985 | loss: 0.031158 | val_loss: 0.031167 | Time: 1891.27 ms [2021-01-12 19:51:32 main:574] : INFO : Epoch 986 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 1864.58 ms [2021-01-12 19:51:34 main:574] : INFO : Epoch 987 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 1854.3 ms [2021-01-12 19:51:36 main:574] : INFO : Epoch 988 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 1880.84 ms [2021-01-12 19:51:38 main:574] : INFO : Epoch 989 | loss: 0.0311572 | val_loss: 0.031168 | Time: 1877.79 ms [2021-01-12 19:51:39 main:574] : INFO : Epoch 990 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 1880.47 ms [2021-01-12 19:51:41 main:574] : INFO : Epoch 991 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 1855.93 ms [2021-01-12 19:51:43 main:574] : INFO : Epoch 992 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 1872.19 ms [2021-01-12 19:51:45 main:574] : INFO : Epoch 993 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 1870.94 ms [2021-01-12 19:51:47 main:574] : INFO : Epoch 994 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 1866.49 ms [2021-01-12 19:51:49 main:574] : INFO : Epoch 995 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1892.72 ms [2021-01-12 19:51:51 main:574] : INFO : Epoch 996 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 1865.46 ms [2021-01-12 19:51:53 main:574] : INFO : Epoch 997 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 1902.55 ms [2021-01-12 19:51:55 main:574] : INFO : Epoch 998 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1885.77 ms [2021-01-12 19:51:56 main:574] : INFO : Epoch 999 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 1893.23 ms [2021-01-12 19:51:58 main:574] : INFO : Epoch 1000 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 1885.25 ms [2021-01-12 19:52:00 main:574] : INFO : Epoch 1001 | loss: 0.0311549 | val_loss: 0.031167 | Time: 1867.05 ms [2021-01-12 19:52:02 main:574] : INFO : Epoch 1002 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 1873.19 ms [2021-01-12 19:52:04 main:574] : INFO : Epoch 1003 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 1865.45 ms [2021-01-12 19:52:06 main:574] : INFO : Epoch 1004 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1890.16 ms [2021-01-12 19:52:08 main:574] : INFO : Epoch 1005 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1860.82 ms [2021-01-12 19:52:10 main:574] : INFO : Epoch 1006 | loss: 0.0311556 | val_loss: 0.0311699 | Time: 1906.97 ms [2021-01-12 19:52:12 main:574] : INFO : Epoch 1007 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 1877.58 ms [2021-01-12 19:52:14 main:574] : INFO : Epoch 1008 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 1894.06 ms [2021-01-12 19:52:15 main:574] : INFO : Epoch 1009 | loss: 0.0311559 | val_loss: 0.0311659 | Time: 1905.33 ms [2021-01-12 19:52:17 main:574] : INFO : Epoch 1010 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 1859.25 ms [2021-01-12 19:52:19 main:574] : INFO : Epoch 1011 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1989.21 ms [2021-01-12 19:52:21 main:574] : INFO : Epoch 1012 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1916.95 ms [2021-01-12 19:52:23 main:574] : INFO : Epoch 1013 | loss: 0.0311551 | val_loss: 0.031165 | Time: 1916.11 ms [2021-01-12 19:52:25 main:574] : INFO : Epoch 1014 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 1897.4 ms [2021-01-12 19:52:27 main:574] : INFO : Epoch 1015 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 1860.01 ms [2021-01-12 19:52:29 main:574] : INFO : Epoch 1016 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1855.61 ms [2021-01-12 19:52:31 main:574] : INFO : Epoch 1017 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 1887.55 ms [2021-01-12 19:52:33 main:574] : INFO : Epoch 1018 | loss: 0.031154 | val_loss: 0.0311691 | Time: 1868.23 ms [2021-01-12 19:52:35 main:574] : INFO : Epoch 1019 | loss: 0.0311568 | val_loss: 0.0311721 | Time: 1929.8 ms [2021-01-12 19:52:36 main:574] : INFO : Epoch 1020 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 1892.64 ms [2021-01-12 19:52:38 main:574] : INFO : Epoch 1021 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 1889.77 ms [2021-01-12 19:52:40 main:574] : INFO : Epoch 1022 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 1917.93 ms [2021-01-12 19:52:42 main:574] : INFO : Epoch 1023 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 1870.29 ms [2021-01-12 19:52:44 main:574] : INFO : Epoch 1024 | loss: 0.031154 | val_loss: 0.0311713 | Time: 1913.26 ms [2021-01-12 19:52:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311713 [2021-01-12 19:52:44 main:603] : INFO : Saving end state to config to file [2021-01-12 19:52:44 main:608] : INFO : Success, exiting.. 19:52:44 (4728): 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)