Task 3438123
| Name | ParityMachine-1605454861-14947-9_1 |
| Workunit | 1587611 |
| Created | 27 Dec 2020, 15:06:29 UTC |
| Sent | 27 Dec 2020, 16:44:47 UTC |
| Report deadline | 3 Jan 2021, 16:44:47 UTC |
| Received | 28 Dec 2020, 1:54:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 15 sec |
| CPU time | 31 min 50 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311444 | val_loss: 0.0311699 | Time: 1880.35 ms
[2020-12-28 02:38:20 main:574] : INFO : Epoch 515 | loss: 0.0311418 | val_loss: 0.0311752 | Time: 1892.9 ms
[2020-12-28 02:38:22 main:574] : INFO : Epoch 516 | loss: 0.0311411 | val_loss: 0.0311698 | Time: 1888.23 ms
[2020-12-28 02:38:24 main:574] : INFO : Epoch 517 | loss: 0.0311403 | val_loss: 0.0311706 | Time: 1871.9 ms
[2020-12-28 02:38:25 main:574] : INFO : Epoch 518 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 1860.74 ms
[2020-12-28 02:38:27 main:574] : INFO : Epoch 519 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 1875.54 ms
[2020-12-28 02:38:29 main:574] : INFO : Epoch 520 | loss: 0.0311441 | val_loss: 0.0311727 | Time: 1843.93 ms
[2020-12-28 02:38:31 main:574] : INFO : Epoch 521 | loss: 0.0311441 | val_loss: 0.0311714 | Time: 1888.05 ms
[2020-12-28 02:38:33 main:574] : INFO : Epoch 522 | loss: 0.0311416 | val_loss: 0.0311699 | Time: 1875.19 ms
[2020-12-28 02:38:35 main:574] : INFO : Epoch 523 | loss: 0.031141 | val_loss: 0.031169 | Time: 1887.45 ms
[2020-12-28 02:38:37 main:574] : INFO : Epoch 524 | loss: 0.0311426 | val_loss: 0.0311783 | Time: 1858.96 ms
[2020-12-28 02:38:39 main:574] : INFO : Epoch 525 | loss: 0.0311467 | val_loss: 0.0311744 | Time: 1881.51 ms
[2020-12-28 02:38:41 main:574] : INFO : Epoch 526 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1875.12 ms
[2020-12-28 02:38:42 main:574] : INFO : Epoch 527 | loss: 0.0311417 | val_loss: 0.0311667 | Time: 1875.02 ms
[2020-12-28 02:38:44 main:574] : INFO : Epoch 528 | loss: 0.0311401 | val_loss: 0.0311672 | Time: 1876.23 ms
[2020-12-28 02:38:46 main:574] : INFO : Epoch 529 | loss: 0.0311443 | val_loss: 0.0311677 | Time: 1880.6 ms
[2020-12-28 02:38:48 main:574] : INFO : Epoch 530 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 1889.42 ms
[2020-12-28 02:38:50 main:574] : INFO : Epoch 531 | loss: 0.0311469 | val_loss: 0.0311703 | Time: 1856.83 ms
[2020-12-28 02:38:52 main:574] : INFO : Epoch 532 | loss: 0.0311419 | val_loss: 0.0311675 | Time: 1868.4 ms
[2020-12-28 02:38:54 main:574] : INFO : Epoch 533 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 1849.42 ms
[2020-12-28 02:38:56 main:574] : INFO : Epoch 534 | loss: 0.0311405 | val_loss: 0.0311696 | Time: 1881.06 ms
[2020-12-28 02:38:57 main:574] : INFO : Epoch 535 | loss: 0.0311429 | val_loss: 0.0311686 | Time: 1837.56 ms
[2020-12-28 02:38:59 main:574] : INFO : Epoch 536 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 1882.52 ms
[2020-12-28 02:39:01 main:574] : INFO : Epoch 537 | loss: 0.0311409 | val_loss: 0.0311682 | Time: 1864.2 ms
[2020-12-28 02:39:03 main:574] : INFO : Epoch 538 | loss: 0.031144 | val_loss: 0.0311701 | Time: 1884.62 ms
[2020-12-28 02:39:05 main:574] : INFO : Epoch 539 | loss: 0.0311428 | val_loss: 0.0311687 | Time: 1880.11 ms
[2020-12-28 02:39:07 main:574] : INFO : Epoch 540 | loss: 0.0311414 | val_loss: 0.0311678 | Time: 1885.07 ms
[2020-12-28 02:39:09 main:574] : INFO : Epoch 541 | loss: 0.0311413 | val_loss: 0.0311672 | Time: 1871.55 ms
[2020-12-28 02:39:11 main:574] : INFO : Epoch 542 | loss: 0.031141 | val_loss: 0.031175 | Time: 1887.16 ms
[2020-12-28 02:39:13 main:574] : INFO : Epoch 543 | loss: 0.0311412 | val_loss: 0.0311695 | Time: 1855.98 ms
[2020-12-28 02:39:14 main:574] : INFO : Epoch 544 | loss: 0.0311408 | val_loss: 0.0311658 | Time: 1881.91 ms
[2020-12-28 02:39:16 main:574] : INFO : Epoch 545 | loss: 0.0311414 | val_loss: 0.0311723 | Time: 1872.68 ms
[2020-12-28 02:39:18 main:574] : INFO : Epoch 546 | loss: 0.0311423 | val_loss: 0.0311707 | Time: 1880.07 ms
[2020-12-28 02:39:20 main:574] : INFO : Epoch 547 | loss: 0.0311427 | val_loss: 0.0311695 | Time: 1867.92 ms
[2020-12-28 02:39:22 main:574] : INFO : Epoch 548 | loss: 0.0311402 | val_loss: 0.0311694 | Time: 1874.8 ms
[2020-12-28 02:39:24 main:574] : INFO : Epoch 549 | loss: 0.0311409 | val_loss: 0.0311732 | Time: 1857.57 ms
[2020-12-28 02:39:26 main:574] : INFO : Epoch 550 | loss: 0.031143 | val_loss: 0.0311712 | Time: 1867.92 ms
[2020-12-28 02:39:28 main:574] : INFO : Epoch 551 | loss: 0.0311423 | val_loss: 0.0311671 | Time: 1871.3 ms
[2020-12-28 02:39:30 main:574] : INFO : Epoch 552 | loss: 0.0311421 | val_loss: 0.0311692 | Time: 1871.13 ms
[2020-12-28 02:39:31 main:574] : INFO : Epoch 553 | loss: 0.0311443 | val_loss: 0.0311716 | Time: 1877.8 ms
[2020-12-28 02:39:33 main:574] : INFO : Epoch 554 | loss: 0.0311459 | val_loss: 0.0311693 | Time: 1877.61 ms
[2020-12-28 02:39:35 main:574] : INFO : Epoch 555 | loss: 0.0311479 | val_loss: 0.0311724 | Time: 1871.42 ms
[2020-12-28 02:39:37 main:574] : INFO : Epoch 556 | loss: 0.0311469 | val_loss: 0.0311738 | Time: 1892.19 ms
[2020-12-28 02:39:39 main:574] : INFO : Epoch 557 | loss: 0.0311483 | val_loss: 0.0311711 | Time: 1867.79 ms
[2020-12-28 02:39:41 main:574] : INFO : Epoch 558 | loss: 0.0311453 | val_loss: 0.0311762 | Time: 1880.07 ms
[2020-12-28 02:39:43 main:574] : INFO : Epoch 559 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 1873.25 ms
[2020-12-28 02:39:45 main:574] : INFO : Epoch 560 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 1873.78 ms
[2020-12-28 02:39:47 main:574] : INFO : Epoch 561 | loss: 0.0311422 | val_loss: 0.0311706 | Time: 1863.54 ms
[2020-12-28 02:39:48 main:574] : INFO : Epoch 562 | loss: 0.031143 | val_loss: 0.03117 | Time: 1888.81 ms
[2020-12-28 02:39:50 main:574] : INFO : Epoch 563 | loss: 0.0311435 | val_loss: 0.03117 | Time: 1867.92 ms
[2020-12-28 02:39:52 main:574] : INFO : Epoch 564 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 1902.53 ms
[2020-12-28 02:39:54 main:574] : INFO : Epoch 565 | loss: 0.0311431 | val_loss: 0.0311709 | Time: 1872.23 ms
[2020-12-28 02:39:56 main:574] : INFO : Epoch 566 | loss: 0.031143 | val_loss: 0.0311697 | Time: 1892.81 ms
[2020-12-28 02:39:58 main:574] : INFO : Epoch 567 | loss: 0.0311461 | val_loss: 0.0311664 | Time: 1874.03 ms
[2020-12-28 02:40:00 main:574] : INFO : Epoch 568 | loss: 0.0311433 | val_loss: 0.0311677 | Time: 1889.96 ms
[2020-12-28 02:40:02 main:574] : INFO : Epoch 569 | loss: 0.031144 | val_loss: 0.0311725 | Time: 1873.89 ms
[2020-12-28 02:40:04 main:574] : INFO : Epoch 570 | loss: 0.0311455 | val_loss: 0.031169 | Time: 1877.21 ms
[2020-12-28 02:40:06 main:574] : INFO : Epoch 571 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 1866.47 ms
[2020-12-28 02:40:07 main:574] : INFO : Epoch 572 | loss: 0.0311447 | val_loss: 0.0311693 | Time: 1877.08 ms
[2020-12-28 02:40:09 main:574] : INFO : Epoch 573 | loss: 0.031144 | val_loss: 0.0311686 | Time: 1858.32 ms
[2020-12-28 02:40:11 main:574] : INFO : Epoch 574 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 1868.91 ms
[2020-12-28 02:40:13 main:574] : INFO : Epoch 575 | loss: 0.0311414 | val_loss: 0.0311722 | Time: 1853.48 ms
[2020-12-28 02:40:15 main:574] : INFO : Epoch 576 | loss: 0.0311426 | val_loss: 0.0311826 | Time: 1896.51 ms
[2020-12-28 02:40:17 main:574] : INFO : Epoch 577 | loss: 0.0311465 | val_loss: 0.031171 | Time: 1876.38 ms
[2020-12-28 02:40:19 main:574] : INFO : Epoch 578 | loss: 0.0311417 | val_loss: 0.0311742 | Time: 1872 ms
[2020-12-28 02:40:21 main:574] : INFO : Epoch 579 | loss: 0.0311445 | val_loss: 0.031172 | Time: 1884.21 ms
[2020-12-28 02:40:23 main:574] : INFO : Epoch 580 | loss: 0.031146 | val_loss: 0.0311784 | Time: 1887.21 ms
[2020-12-28 02:40:24 main:574] : INFO : Epoch 581 | loss: 0.031147 | val_loss: 0.0311778 | Time: 1872.26 ms
[2020-12-28 02:40:26 main:574] : INFO : Epoch 582 | loss: 0.0311458 | val_loss: 0.0311783 | Time: 1873.16 ms
[2020-12-28 02:40:28 main:574] : INFO : Epoch 583 | loss: 0.0311461 | val_loss: 0.0311682 | Time: 1870.99 ms
[2020-12-28 02:40:30 main:574] : INFO : Epoch 584 | loss: 0.0311427 | val_loss: 0.0311705 | Time: 1870.1 ms
[2020-12-28 02:40:32 main:574] : INFO : Epoch 585 | loss: 0.0311433 | val_loss: 0.0311667 | Time: 1885.03 ms
[2020-12-28 02:40:34 main:574] : INFO : Epoch 586 | loss: 0.0311439 | val_loss: 0.0311691 | Time: 1881.25 ms
[2020-12-28 02:40:36 main:574] : INFO : Epoch 587 | loss: 0.031144 | val_loss: 0.0311667 | Time: 1883.41 ms
[2020-12-28 02:40:38 main:574] : INFO : Epoch 588 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 1880.23 ms
[2020-12-28 02:40:39 main:574] : INFO : Epoch 589 | loss: 0.0311519 | val_loss: 0.0311657 | Time: 1862.88 ms
[2020-12-28 02:40:41 main:574] : INFO : Epoch 590 | loss: 0.03115 | val_loss: 0.0311675 | Time: 1900.07 ms
[2020-12-28 02:40:43 main:574] : INFO : Epoch 591 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 1861.92 ms
[2020-12-28 02:40:45 main:574] : INFO : Epoch 592 | loss: 0.031148 | val_loss: 0.0311662 | Time: 1900.1 ms
[2020-12-28 02:40:47 main:574] : INFO : Epoch 593 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 1890.24 ms
[2020-12-28 02:40:49 main:574] : INFO : Epoch 594 | loss: 0.0311453 | val_loss: 0.0311678 | Time: 1888.41 ms
[2020-12-28 02:40:51 main:574] : INFO : Epoch 595 | loss: 0.0311442 | val_loss: 0.0311679 | Time: 1889.46 ms
[2020-12-28 02:40:53 main:574] : INFO : Epoch 596 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 1897.9 ms
[2020-12-28 02:40:55 main:574] : INFO : Epoch 597 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 1886.22 ms
[2020-12-28 02:40:57 main:574] : INFO : Epoch 598 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 1899.31 ms
[2020-12-28 02:40:59 main:574] : INFO : Epoch 599 | loss: 0.0311528 | val_loss: 0.031168 | Time: 1880.65 ms
[2020-12-28 02:41:00 main:574] : INFO : Epoch 600 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 1883.38 ms
[2020-12-28 02:41:02 main:574] : INFO : Epoch 601 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1883.85 ms
[2020-12-28 02:41:04 main:574] : INFO : Epoch 602 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 1895.8 ms
[2020-12-28 02:41:06 main:574] : INFO : Epoch 603 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 1879.25 ms
[2020-12-28 02:41:08 main:574] : INFO : Epoch 604 | loss: 0.031153 | val_loss: 0.0311714 | Time: 1889.65 ms
[2020-12-28 02:41:10 main:574] : INFO : Epoch 605 | loss: 0.0311546 | val_loss: 0.031164 | Time: 1876.37 ms
[2020-12-28 02:41:12 main:574] : INFO : Epoch 606 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 1889.35 ms
[2020-12-28 02:41:14 main:574] : INFO : Epoch 607 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 1886.35 ms
[2020-12-28 02:41:16 main:574] : INFO : Epoch 608 | loss: 0.0311506 | val_loss: 0.0311681 | Time: 1890.57 ms
[2020-12-28 02:41:17 main:574] : INFO : Epoch 609 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 1861.45 ms
[2020-12-28 02:41:19 main:574] : INFO : Epoch 610 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1892.05 ms
[2020-12-28 02:41:21 main:574] : INFO : Epoch 611 | loss: 0.0311498 | val_loss: 0.031166 | Time: 1871.55 ms
[2020-12-28 02:41:23 main:574] : INFO : Epoch 612 | loss: 0.031149 | val_loss: 0.0311682 | Time: 1879.47 ms
[2020-12-28 02:41:25 main:574] : INFO : Epoch 613 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 1871.7 ms
[2020-12-28 02:41:27 main:574] : INFO : Epoch 614 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 1866.21 ms
[2020-12-28 02:41:29 main:574] : INFO : Epoch 615 | loss: 0.031151 | val_loss: 0.0311667 | Time: 1868.42 ms
[2020-12-28 02:41:31 main:574] : INFO : Epoch 616 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1879.9 ms
[2020-12-28 02:41:33 main:574] : INFO : Epoch 617 | loss: 0.031149 | val_loss: 0.0311677 | Time: 1861.74 ms
[2020-12-28 02:41:34 main:574] : INFO : Epoch 618 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1884.42 ms
[2020-12-28 02:41:36 main:574] : INFO : Epoch 619 | loss: 0.0311487 | val_loss: 0.031166 | Time: 1872.71 ms
[2020-12-28 02:41:38 main:574] : INFO : Epoch 620 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 1885.72 ms
[2020-12-28 02:41:40 main:574] : INFO : Epoch 621 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1888.25 ms
[2020-12-28 02:41:42 main:574] : INFO : Epoch 622 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 1883.67 ms
[2020-12-28 02:41:44 main:574] : INFO : Epoch 623 | loss: 0.0311484 | val_loss: 0.0311651 | Time: 1878.41 ms
[2020-12-28 02:41:46 main:574] : INFO : Epoch 624 | loss: 0.0311475 | val_loss: 0.0311646 | Time: 1894.87 ms
[2020-12-28 02:41:48 main:574] : INFO : Epoch 625 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 1877.05 ms
[2020-12-28 02:41:50 main:574] : INFO : Epoch 626 | loss: 0.0311496 | val_loss: 0.031164 | Time: 1902.78 ms
[2020-12-28 02:41:52 main:574] : INFO : Epoch 627 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1890.29 ms
[2020-12-28 02:41:53 main:574] : INFO : Epoch 628 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 1885.6 ms
[2020-12-28 02:41:55 main:574] : INFO : Epoch 629 | loss: 0.0311486 | val_loss: 0.031164 | Time: 1889.68 ms
[2020-12-28 02:41:57 main:574] : INFO : Epoch 630 | loss: 0.0311485 | val_loss: 0.0311658 | Time: 1867.63 ms
[2020-12-28 02:41:59 main:574] : INFO : Epoch 631 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 1861.68 ms
[2020-12-28 02:42:01 main:574] : INFO : Epoch 632 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 1877.88 ms
[2020-12-28 02:42:03 main:574] : INFO : Epoch 633 | loss: 0.0311483 | val_loss: 0.0311686 | Time: 1863.78 ms
[2020-12-28 02:42:05 main:574] : INFO : Epoch 634 | loss: 0.0311473 | val_loss: 0.031166 | Time: 1885.78 ms
[2020-12-28 02:42:07 main:574] : INFO : Epoch 635 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 1889.74 ms
[2020-12-28 02:42:09 main:574] : INFO : Epoch 636 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 1891.4 ms
[2020-12-28 02:42:10 main:574] : INFO : Epoch 637 | loss: 0.0311455 | val_loss: 0.0311653 | Time: 1874.86 ms
[2020-12-28 02:42:12 main:574] : INFO : Epoch 638 | loss: 0.0311457 | val_loss: 0.0311668 | Time: 1886.6 ms
[2020-12-28 02:42:14 main:574] : INFO : Epoch 639 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 1862.02 ms
[2020-12-28 02:42:16 main:574] : INFO : Epoch 640 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 1888.24 ms
[2020-12-28 02:42:18 main:574] : INFO : Epoch 641 | loss: 0.0311462 | val_loss: 0.0311683 | Time: 1867.02 ms
[2020-12-28 02:42:20 main:574] : INFO : Epoch 642 | loss: 0.0311462 | val_loss: 0.0311661 | Time: 1878.76 ms
[2020-12-28 02:42:22 main:574] : INFO : Epoch 643 | loss: 0.0311462 | val_loss: 0.0311828 | Time: 1896.52 ms
[2020-12-28 02:42:24 main:574] : INFO : Epoch 644 | loss: 0.0311497 | val_loss: 0.0311683 | Time: 1868.89 ms
[2020-12-28 02:42:26 main:574] : INFO : Epoch 645 | loss: 0.0311501 | val_loss: 0.0311747 | Time: 1868.61 ms
[2020-12-28 02:42:27 main:574] : INFO : Epoch 646 | loss: 0.0311497 | val_loss: 0.0311691 | Time: 1877.12 ms
[2020-12-28 02:42:29 main:574] : INFO : Epoch 647 | loss: 0.0311483 | val_loss: 0.031166 | Time: 1885.93 ms
[2020-12-28 02:42:31 main:574] : INFO : Epoch 648 | loss: 0.031149 | val_loss: 0.0311664 | Time: 1895.81 ms
[2020-12-28 02:42:33 main:574] : INFO : Epoch 649 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 1891.68 ms
[2020-12-28 02:42:35 main:574] : INFO : Epoch 650 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 1888.48 ms
[2020-12-28 02:42:37 main:574] : INFO : Epoch 651 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 1885.7 ms
[2020-12-28 02:42:39 main:574] : INFO : Epoch 652 | loss: 0.031148 | val_loss: 0.0311654 | Time: 1887.65 ms
[2020-12-28 02:42:41 main:574] : INFO : Epoch 653 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 1885.51 ms
[2020-12-28 02:42:43 main:574] : INFO : Epoch 654 | loss: 0.0311467 | val_loss: 0.0311675 | Time: 1875.26 ms
[2020-12-28 02:42:45 main:574] : INFO : Epoch 655 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 1870.82 ms
[2020-12-28 02:42:46 main:574] : INFO : Epoch 656 | loss: 0.0311454 | val_loss: 0.0311653 | Time: 1893.44 ms
[2020-12-28 02:42:48 main:574] : INFO : Epoch 657 | loss: 0.0311459 | val_loss: 0.0311667 | Time: 1887.17 ms
[2020-12-28 02:42:50 main:574] : INFO : Epoch 658 | loss: 0.031146 | val_loss: 0.0311666 | Time: 1887.28 ms
[2020-12-28 02:42:52 main:574] : INFO : Epoch 659 | loss: 0.0311463 | val_loss: 0.0311636 | Time: 1886.31 ms
[2020-12-28 02:42:54 main:574] : INFO : Epoch 660 | loss: 0.0311489 | val_loss: 0.0311695 | Time: 1889.22 ms
[2020-12-28 02:42:56 main:574] : INFO : Epoch 661 | loss: 0.0311479 | val_loss: 0.0311672 | Time: 1881.36 ms
[2020-12-28 02:42:58 main:574] : INFO : Epoch 662 | loss: 0.0311461 | val_loss: 0.0311674 | Time: 1888.31 ms
[2020-12-28 02:43:00 main:574] : INFO : Epoch 663 | loss: 0.0311461 | val_loss: 0.0311643 | Time: 1860.42 ms
[2020-12-28 02:43:02 main:574] : INFO : Epoch 664 | loss: 0.0311456 | val_loss: 0.0311724 | Time: 1879.73 ms
[2020-12-28 02:43:03 main:574] : INFO : Epoch 665 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 1867.47 ms
[2020-12-28 02:43:05 main:574] : INFO : Epoch 666 | loss: 0.0311457 | val_loss: 0.0311662 | Time: 1880.87 ms
[2020-12-28 02:43:07 main:574] : INFO : Epoch 667 | loss: 0.031145 | val_loss: 0.0311643 | Time: 1890.06 ms
[2020-12-28 02:43:09 main:574] : INFO : Epoch 668 | loss: 0.031144 | val_loss: 0.0311644 | Time: 1876.71 ms
[2020-12-28 02:43:11 main:574] : INFO : Epoch 669 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 1849.13 ms
[2020-12-28 02:43:13 main:574] : INFO : Epoch 670 | loss: 0.0311514 | val_loss: 0.03117 | Time: 1882.15 ms
[2020-12-28 02:43:15 main:574] : INFO : Epoch 671 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 1855.39 ms
[2020-12-28 02:43:17 main:574] : INFO : Epoch 672 | loss: 0.0311509 | val_loss: 0.031175 | Time: 1883.52 ms
[2020-12-28 02:43:19 main:574] : INFO : Epoch 673 | loss: 0.0311497 | val_loss: 0.0311713 | Time: 1882.37 ms
[2020-12-28 02:43:20 main:574] : INFO : Epoch 674 | loss: 0.0311487 | val_loss: 0.031169 | Time: 1888.62 ms
[2020-12-28 02:43:22 main:574] : INFO : Epoch 675 | loss: 0.0311522 | val_loss: 0.03117 | Time: 1867.56 ms
[2020-12-28 02:43:24 main:574] : INFO : Epoch 676 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 1860.05 ms
[2020-12-28 02:43:26 main:574] : INFO : Epoch 677 | loss: 0.0311534 | val_loss: 0.03117 | Time: 1858.52 ms
[2020-12-28 02:43:28 main:574] : INFO : Epoch 678 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 1889.08 ms
[2020-12-28 02:43:30 main:574] : INFO : Epoch 679 | loss: 0.0311548 | val_loss: 0.03117 | Time: 1875.19 ms
[2020-12-28 02:43:32 main:574] : INFO : Epoch 680 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 1880.77 ms
[2020-12-28 02:43:34 main:574] : INFO : Epoch 681 | loss: 0.0311532 | val_loss: 0.0311671 | Time: 1879.56 ms
[2020-12-28 02:43:36 main:574] : INFO : Epoch 682 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1877.09 ms
[2020-12-28 02:43:37 main:574] : INFO : Epoch 683 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 1879 ms
[2020-12-28 02:43:39 main:574] : INFO : Epoch 684 | loss: 0.0311516 | val_loss: 0.0311692 | Time: 1880.79 ms
[2020-12-28 02:43:41 main:574] : INFO : Epoch 685 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 1875.93 ms
[2020-12-28 02:43:43 main:574] : INFO : Epoch 686 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1909.57 ms
[2020-12-28 02:43:45 main:574] : INFO : Epoch 687 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 1883.86 ms
[2020-12-28 02:43:47 main:574] : INFO : Epoch 688 | loss: 0.0311553 | val_loss: 0.0311712 | Time: 1898.96 ms
[2020-12-28 02:43:49 main:574] : INFO : Epoch 689 | loss: 0.031155 | val_loss: 0.0311658 | Time: 1864.81 ms
[2020-12-28 02:43:51 main:574] : INFO : Epoch 690 | loss: 0.0311532 | val_loss: 0.031168 | Time: 1878.26 ms
[2020-12-28 02:43:53 main:574] : INFO : Epoch 691 | loss: 0.031153 | val_loss: 0.0311662 | Time: 1863.29 ms
[2020-12-28 02:43:55 main:574] : INFO : Epoch 692 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 1864.07 ms
[2020-12-28 02:43:56 main:574] : INFO : Epoch 693 | loss: 0.0311526 | val_loss: 0.031167 | Time: 1864.08 ms
[2020-12-28 02:43:58 main:574] : INFO : Epoch 694 | loss: 0.0311514 | val_loss: 0.0311649 | Time: 1889.64 ms
[2020-12-28 02:44:00 main:574] : INFO : Epoch 695 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 1878.3 ms
[2020-12-28 02:44:02 main:574] : INFO : Epoch 696 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 1866.7 ms
[2020-12-28 02:44:04 main:574] : INFO : Epoch 697 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1864.92 ms
[2020-12-28 02:44:06 main:574] : INFO : Epoch 698 | loss: 0.031151 | val_loss: 0.0311659 | Time: 1874.69 ms
[2020-12-28 02:44:08 main:574] : INFO : Epoch 699 | loss: 0.0311523 | val_loss: 0.0311656 | Time: 1861.71 ms
[2020-12-28 02:44:10 main:574] : INFO : Epoch 700 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 1892.3 ms
[2020-12-28 02:44:12 main:574] : INFO : Epoch 701 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 1866.09 ms
[2020-12-28 02:44:13 main:574] : INFO : Epoch 702 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 1886.13 ms
[2020-12-28 02:44:15 main:574] : INFO : Epoch 703 | loss: 0.0311514 | val_loss: 0.0311648 | Time: 1901.02 ms
[2020-12-28 02:44:17 main:574] : INFO : Epoch 704 | loss: 0.0311521 | val_loss: 0.031167 | Time: 1872.68 ms
[2020-12-28 02:44:19 main:574] : INFO : Epoch 705 | loss: 0.0311503 | val_loss: 0.0311728 | Time: 1858.34 ms
[2020-12-28 02:44:21 main:574] : INFO : Epoch 706 | loss: 0.0311513 | val_loss: 0.0311662 | Time: 1870.43 ms
[2020-12-28 02:44:23 main:574] : INFO : Epoch 707 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 1865.5 ms
[2020-12-28 02:44:25 main:574] : INFO : Epoch 708 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 1892.91 ms
[2020-12-28 02:44:27 main:574] : INFO : Epoch 709 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 1869.28 ms
[2020-12-28 02:44:29 main:574] : INFO : Epoch 710 | loss: 0.0311492 | val_loss: 0.0311642 | Time: 1887.8 ms
[2020-12-28 02:44:30 main:574] : INFO : Epoch 711 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 1852.61 ms
[2020-12-28 02:44:32 main:574] : INFO : Epoch 712 | loss: 0.0311499 | val_loss: 0.0311708 | Time: 1860.45 ms
[2020-12-28 02:44:34 main:574] : INFO : Epoch 713 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 1876.13 ms
[2020-12-28 02:44:36 main:574] : INFO : Epoch 714 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 1872.35 ms
[2020-12-28 02:44:38 main:574] : INFO : Epoch 715 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 1872.71 ms
[2020-12-28 02:44:40 main:574] : INFO : Epoch 716 | loss: 0.0311491 | val_loss: 0.0311736 | Time: 1884.63 ms
[2020-12-28 02:44:42 main:574] : INFO : Epoch 717 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 1872.54 ms
[2020-12-28 02:44:44 main:574] : INFO : Epoch 718 | loss: 0.0311475 | val_loss: 0.0311691 | Time: 1903.5 ms
[2020-12-28 02:44:46 main:574] : INFO : Epoch 719 | loss: 0.0311477 | val_loss: 0.0311695 | Time: 1890.22 ms
[2020-12-28 02:44:47 main:574] : INFO : Epoch 720 | loss: 0.0311463 | val_loss: 0.0311677 | Time: 1888.96 ms
[2020-12-28 02:44:49 main:574] : INFO : Epoch 721 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 1860.51 ms
[2020-12-28 02:44:51 main:574] : INFO : Epoch 722 | loss: 0.0311465 | val_loss: 0.0311704 | Time: 1884.44 ms
[2020-12-28 02:44:53 main:574] : INFO : Epoch 723 | loss: 0.0311451 | val_loss: 0.0311676 | Time: 1883.79 ms
[2020-12-28 02:44:55 main:574] : INFO : Epoch 724 | loss: 0.0311454 | val_loss: 0.0311688 | Time: 1860.16 ms
[2020-12-28 02:44:57 main:574] : INFO : Epoch 725 | loss: 0.0311468 | val_loss: 0.03117 | Time: 1862.37 ms
[2020-12-28 02:44:59 main:574] : INFO : Epoch 726 | loss: 0.031147 | val_loss: 0.0311685 | Time: 1884.48 ms
[2020-12-28 02:45:01 main:574] : INFO : Epoch 727 | loss: 0.0311458 | val_loss: 0.0311692 | Time: 1866.75 ms
[2020-12-28 02:45:03 main:574] : INFO : Epoch 728 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 1875.73 ms
[2020-12-28 02:45:04 main:574] : INFO : Epoch 729 | loss: 0.0311459 | val_loss: 0.0311705 | Time: 1880.36 ms
[2020-12-28 02:45:06 main:574] : INFO : Epoch 730 | loss: 0.031147 | val_loss: 0.0311691 | Time: 1865.96 ms
[2020-12-28 02:45:08 main:574] : INFO : Epoch 731 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 1849.95 ms
[2020-12-28 02:45:10 main:574] : INFO : Epoch 732 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1888.57 ms
[2020-12-28 02:45:12 main:574] : INFO : Epoch 733 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 1860.65 ms
[2020-12-28 02:45:14 main:574] : INFO : Epoch 734 | loss: 0.0311471 | val_loss: 0.0311744 | Time: 1895.8 ms
[2020-12-28 02:45:16 main:574] : INFO : Epoch 735 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1882.9 ms
[2020-12-28 02:45:18 main:574] : INFO : Epoch 736 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 1892.27 ms
[2020-12-28 02:45:20 main:574] : INFO : Epoch 737 | loss: 0.0311467 | val_loss: 0.0311735 | Time: 1863.45 ms
[2020-12-28 02:45:21 main:574] : INFO : Epoch 738 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 1886.16 ms
[2020-12-28 02:45:23 main:574] : INFO : Epoch 739 | loss: 0.0311464 | val_loss: 0.0311644 | Time: 1890.76 ms
[2020-12-28 02:45:25 main:574] : INFO : Epoch 740 | loss: 0.0311461 | val_loss: 0.0311687 | Time: 1864 ms
[2020-12-28 02:45:27 main:574] : INFO : Epoch 741 | loss: 0.0311477 | val_loss: 0.031168 | Time: 1858.5 ms
[2020-12-28 02:45:29 main:574] : INFO : Epoch 742 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 1867.93 ms
[2020-12-28 02:45:31 main:574] : INFO : Epoch 743 | loss: 0.0311464 | val_loss: 0.0311672 | Time: 1901.59 ms
[2020-12-28 02:45:33 main:574] : INFO : Epoch 744 | loss: 0.031151 | val_loss: 0.0311712 | Time: 1877.32 ms
[2020-12-28 02:45:35 main:574] : INFO : Epoch 745 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 1859.21 ms
[2020-12-28 02:45:37 main:574] : INFO : Epoch 746 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1870.81 ms
[2020-12-28 02:45:38 main:574] : INFO : Epoch 747 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 1863.94 ms
[2020-12-28 02:45:40 main:574] : INFO : Epoch 748 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1873.42 ms
[2020-12-28 02:45:42 main:574] : INFO : Epoch 749 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 1870.86 ms
[2020-12-28 02:45:44 main:574] : INFO : Epoch 750 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 1874.49 ms
[2020-12-28 02:45:46 main:574] : INFO : Epoch 751 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 1863.36 ms
[2020-12-28 02:45:48 main:574] : INFO : Epoch 752 | loss: 0.0311527 | val_loss: 0.0311692 | Time: 1855.07 ms
[2020-12-28 02:45:50 main:574] : INFO : Epoch 753 | loss: 0.0311528 | val_loss: 0.0311738 | Time: 1872.21 ms
[2020-12-28 02:45:52 main:574] : INFO : Epoch 754 | loss: 0.031152 | val_loss: 0.0311696 | Time: 1876.2 ms
[2020-12-28 02:45:53 main:574] : INFO : Epoch 755 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 1866.5 ms
[2020-12-28 02:45:55 main:574] : INFO : Epoch 756 | loss: 0.0311511 | val_loss: 0.0311663 | Time: 1873 ms
[2020-12-28 02:45:57 main:574] : INFO : Epoch 757 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1869.04 ms
[2020-12-28 02:45:59 main:574] : INFO : Epoch 758 | loss: 0.0311492 | val_loss: 0.0311708 | Time: 1882.64 ms
[2020-12-28 02:46:01 main:574] : INFO : Epoch 759 | loss: 0.0311526 | val_loss: 0.0311755 | Time: 1884.95 ms
[2020-12-28 02:46:03 main:574] : INFO : Epoch 760 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 1867.25 ms
[2020-12-28 02:46:05 main:574] : INFO : Epoch 761 | loss: 0.0311512 | val_loss: 0.0311696 | Time: 1881.33 ms
[2020-12-28 02:46:07 main:574] : INFO : Epoch 762 | loss: 0.0311515 | val_loss: 0.0311739 | Time: 1855.01 ms
[2020-12-28 02:46:09 main:574] : INFO : Epoch 763 | loss: 0.0311523 | val_loss: 0.031177 | Time: 1880.34 ms
[2020-12-28 02:46:10 main:574] : INFO : Epoch 764 | loss: 0.031151 | val_loss: 0.031174 | Time: 1873.85 ms
[2020-12-28 02:46:12 main:574] : INFO : Epoch 765 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 1886.71 ms
[2020-12-28 02:46:14 main:574] : INFO : Epoch 766 | loss: 0.0311492 | val_loss: 0.031172 | Time: 1876.99 ms
[2020-12-28 02:46:16 main:574] : INFO : Epoch 767 | loss: 0.0311489 | val_loss: 0.0311707 | Time: 1860.36 ms
[2020-12-28 02:46:18 main:574] : INFO : Epoch 768 | loss: 0.0311484 | val_loss: 0.0311718 | Time: 1877.06 ms
[2020-12-28 02:46:20 main:574] : INFO : Epoch 769 | loss: 0.0311468 | val_loss: 0.0311698 | Time: 1869.47 ms
[2020-12-28 02:46:22 main:574] : INFO : Epoch 770 | loss: 0.0311477 | val_loss: 0.0311705 | Time: 1878.68 ms
[2020-12-28 02:46:24 main:574] : INFO : Epoch 771 | loss: 0.0311468 | val_loss: 0.0311752 | Time: 1885.14 ms
[2020-12-28 02:46:26 main:574] : INFO : Epoch 772 | loss: 0.0311469 | val_loss: 0.0311699 | Time: 1880.48 ms
[2020-12-28 02:46:27 main:574] : INFO : Epoch 773 | loss: 0.031146 | val_loss: 0.0311695 | Time: 1859.18 ms
[2020-12-28 02:46:29 main:574] : INFO : Epoch 774 | loss: 0.031147 | val_loss: 0.0311733 | Time: 1885.58 ms
[2020-12-28 02:46:31 main:574] : INFO : Epoch 775 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 1849.71 ms
[2020-12-28 02:46:33 main:574] : INFO : Epoch 776 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 1891.86 ms
[2020-12-28 02:46:35 main:574] : INFO : Epoch 777 | loss: 0.0311459 | val_loss: 0.0311686 | Time: 1844.92 ms
[2020-12-28 02:46:37 main:574] : INFO : Epoch 778 | loss: 0.0311481 | val_loss: 0.0311707 | Time: 1901.57 ms
[2020-12-28 02:46:39 main:574] : INFO : Epoch 779 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 1851.93 ms
[2020-12-28 02:46:41 main:574] : INFO : Epoch 780 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1877.7 ms
[2020-12-28 02:46:43 main:574] : INFO : Epoch 781 | loss: 0.0311547 | val_loss: 0.0311662 | Time: 1868.56 ms
[2020-12-28 02:46:44 main:574] : INFO : Epoch 782 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 1869.46 ms
[2020-12-28 02:46:46 main:574] : INFO : Epoch 783 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 1888.35 ms
[2020-12-28 02:46:48 main:574] : INFO : Epoch 784 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 1874.21 ms
[2020-12-28 02:46:50 main:574] : INFO : Epoch 785 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 1876.32 ms
[2020-12-28 02:46:52 main:574] : INFO : Epoch 786 | loss: 0.0311511 | val_loss: 0.0311676 | Time: 1880.85 ms
[2020-12-28 02:46:54 main:574] : INFO : Epoch 787 | loss: 0.0311516 | val_loss: 0.0311723 | Time: 1847.25 ms
[2020-12-28 02:46:56 main:574] : INFO : Epoch 788 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 1883.62 ms
[2020-12-28 02:46:58 main:574] : INFO : Epoch 789 | loss: 0.0311503 | val_loss: 0.031168 | Time: 1866.01 ms
[2020-12-28 02:47:00 main:574] : INFO : Epoch 790 | loss: 0.0311503 | val_loss: 0.0311687 | Time: 1890.1 ms
[2020-12-28 02:47:01 main:574] : INFO : Epoch 791 | loss: 0.0311491 | val_loss: 0.0311725 | Time: 1884.14 ms
[2020-12-28 02:47:03 main:574] : INFO : Epoch 792 | loss: 0.0311494 | val_loss: 0.0311739 | Time: 1897.57 ms
[2020-12-28 02:47:05 main:574] : INFO : Epoch 793 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 1880.48 ms
[2020-12-28 02:47:07 main:574] : INFO : Epoch 794 | loss: 0.0311497 | val_loss: 0.0311722 | Time: 1874.24 ms
[2020-12-28 02:47:09 main:574] : INFO : Epoch 795 | loss: 0.0311538 | val_loss: 0.0311706 | Time: 1860.33 ms
[2020-12-28 02:47:11 main:574] : INFO : Epoch 796 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 1881.98 ms
[2020-12-28 02:47:13 main:574] : INFO : Epoch 797 | loss: 0.0311517 | val_loss: 0.0311716 | Time: 1858.13 ms
[2020-12-28 02:47:15 main:574] : INFO : Epoch 798 | loss: 0.0311485 | val_loss: 0.0311722 | Time: 1878.63 ms
[2020-12-28 02:47:17 main:574] : INFO : Epoch 799 | loss: 0.0311534 | val_loss: 0.031171 | Time: 1865.47 ms
[2020-12-28 02:47:18 main:574] : INFO : Epoch 800 | loss: 0.0311516 | val_loss: 0.0311766 | Time: 1885.2 ms
[2020-12-28 02:47:20 main:574] : INFO : Epoch 801 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 1881.44 ms
[2020-12-28 02:47:22 main:574] : INFO : Epoch 802 | loss: 0.0311529 | val_loss: 0.031172 | Time: 1886.03 ms
[2020-12-28 02:47:24 main:574] : INFO : Epoch 803 | loss: 0.0311499 | val_loss: 0.031171 | Time: 1861.44 ms
[2020-12-28 02:47:26 main:574] : INFO : Epoch 804 | loss: 0.0311485 | val_loss: 0.0311733 | Time: 1909.84 ms
[2020-12-28 02:47:28 main:574] : INFO : Epoch 805 | loss: 0.0311489 | val_loss: 0.0311694 | Time: 1865.56 ms
[2020-12-28 02:47:30 main:574] : INFO : Epoch 806 | loss: 0.0311472 | val_loss: 0.0311692 | Time: 1871.69 ms
[2020-12-28 02:47:32 main:574] : INFO : Epoch 807 | loss: 0.0311477 | val_loss: 0.0311711 | Time: 1867.01 ms
[2020-12-28 02:47:34 main:574] : INFO : Epoch 808 | loss: 0.0311469 | val_loss: 0.0311755 | Time: 1868.72 ms
[2020-12-28 02:47:35 main:574] : INFO : Epoch 809 | loss: 0.0311462 | val_loss: 0.0311705 | Time: 1847.58 ms
[2020-12-28 02:47:37 main:574] : INFO : Epoch 810 | loss: 0.0311455 | val_loss: 0.0311694 | Time: 1874.23 ms
[2020-12-28 02:47:39 main:574] : INFO : Epoch 811 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 1887.12 ms
[2020-12-28 02:47:41 main:574] : INFO : Epoch 812 | loss: 0.0311447 | val_loss: 0.0311709 | Time: 1884.76 ms
[2020-12-28 02:47:43 main:574] : INFO : Epoch 813 | loss: 0.0311447 | val_loss: 0.0311705 | Time: 1869.5 ms
[2020-12-28 02:47:45 main:574] : INFO : Epoch 814 | loss: 0.031148 | val_loss: 0.031171 | Time: 1847.42 ms
[2020-12-28 02:47:47 main:574] : INFO : Epoch 815 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 1860.23 ms
[2020-12-28 02:47:49 main:574] : INFO : Epoch 816 | loss: 0.0311471 | val_loss: 0.0311802 | Time: 1855.41 ms
[2020-12-28 02:47:50 main:574] : INFO : Epoch 817 | loss: 0.0311457 | val_loss: 0.0311703 | Time: 1880.42 ms
[2020-12-28 02:47:52 main:574] : INFO : Epoch 818 | loss: 0.0311452 | val_loss: 0.0311712 | Time: 1886.75 ms
[2020-12-28 02:47:54 main:574] : INFO : Epoch 819 | loss: 0.0311446 | val_loss: 0.0311749 | Time: 1890.79 ms
[2020-12-28 02:47:56 main:574] : INFO : Epoch 820 | loss: 0.031145 | val_loss: 0.03117 | Time: 1879 ms
[2020-12-28 02:47:58 main:574] : INFO : Epoch 821 | loss: 0.0311466 | val_loss: 0.0311694 | Time: 1906.19 ms
[2020-12-28 02:48:00 main:574] : INFO : Epoch 822 | loss: 0.0311469 | val_loss: 0.0311825 | Time: 1873.82 ms
[2020-12-28 02:48:02 main:574] : INFO : Epoch 823 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 1864.61 ms
[2020-12-28 02:48:04 main:574] : INFO : Epoch 824 | loss: 0.0311462 | val_loss: 0.0311718 | Time: 1853.97 ms
[2020-12-28 02:48:06 main:574] : INFO : Epoch 825 | loss: 0.0311464 | val_loss: 0.0311705 | Time: 1874.5 ms
[2020-12-28 02:48:07 main:574] : INFO : Epoch 826 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 1861.39 ms
[2020-12-28 02:48:09 main:574] : INFO : Epoch 827 | loss: 0.031145 | val_loss: 0.0311698 | Time: 1888.94 ms
[2020-12-28 02:48:11 main:574] : INFO : Epoch 828 | loss: 0.0311443 | val_loss: 0.0311715 | Time: 1878.29 ms
[2020-12-28 02:48:13 main:574] : INFO : Epoch 829 | loss: 0.0311431 | val_loss: 0.0311714 | Time: 1844.85 ms
[2020-12-28 02:48:15 main:574] : INFO : Epoch 830 | loss: 0.0311437 | val_loss: 0.0311701 | Time: 1864.69 ms
[2020-12-28 02:48:17 main:574] : INFO : Epoch 831 | loss: 0.0311453 | val_loss: 0.0311687 | Time: 1882.74 ms
[2020-12-28 02:48:19 main:574] : INFO : Epoch 832 | loss: 0.0311456 | val_loss: 0.0311718 | Time: 1882.48 ms
[2020-12-28 02:48:21 main:574] : INFO : Epoch 833 | loss: 0.0311466 | val_loss: 0.031176 | Time: 1886.28 ms
[2020-12-28 02:48:23 main:574] : INFO : Epoch 834 | loss: 0.0311476 | val_loss: 0.0311772 | Time: 1869.26 ms
[2020-12-28 02:48:24 main:574] : INFO : Epoch 835 | loss: 0.0311453 | val_loss: 0.0311727 | Time: 1893.28 ms
[2020-12-28 02:48:26 main:574] : INFO : Epoch 836 | loss: 0.0311433 | val_loss: 0.0311698 | Time: 1874.35 ms
[2020-12-28 02:48:28 main:574] : INFO : Epoch 837 | loss: 0.0311449 | val_loss: 0.0311721 | Time: 1861.78 ms
[2020-12-28 02:48:30 main:574] : INFO : Epoch 838 | loss: 0.0311448 | val_loss: 0.0311724 | Time: 1876.68 ms
[2020-12-28 02:48:32 main:574] : INFO : Epoch 839 | loss: 0.0311445 | val_loss: 0.0311799 | Time: 1879.51 ms
[2020-12-28 02:48:34 main:574] : INFO : Epoch 840 | loss: 0.0311453 | val_loss: 0.0311789 | Time: 1868.71 ms
[2020-12-28 02:48:36 main:574] : INFO : Epoch 841 | loss: 0.0311471 | val_loss: 0.0311754 | Time: 1887.33 ms
[2020-12-28 02:48:38 main:574] : INFO : Epoch 842 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 1881.83 ms
[2020-12-28 02:48:40 main:574] : INFO : Epoch 843 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 1860.02 ms
[2020-12-28 02:48:41 main:574] : INFO : Epoch 844 | loss: 0.031145 | val_loss: 0.0311712 | Time: 1883.26 ms
[2020-12-28 02:48:43 main:574] : INFO : Epoch 845 | loss: 0.0311441 | val_loss: 0.0311723 | Time: 1881.41 ms
[2020-12-28 02:48:45 main:574] : INFO : Epoch 846 | loss: 0.0311459 | val_loss: 0.0311723 | Time: 1876.21 ms
[2020-12-28 02:48:47 main:574] : INFO : Epoch 847 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 1872.3 ms
[2020-12-28 02:48:49 main:574] : INFO : Epoch 848 | loss: 0.0311459 | val_loss: 0.0311758 | Time: 1864.52 ms
[2020-12-28 02:48:51 main:574] : INFO : Epoch 849 | loss: 0.0311518 | val_loss: 0.031173 | Time: 1898.56 ms
[2020-12-28 02:48:53 main:574] : INFO : Epoch 850 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 1881.07 ms
[2020-12-28 02:48:55 main:574] : INFO : Epoch 851 | loss: 0.0311453 | val_loss: 0.0311701 | Time: 1887.47 ms
[2020-12-28 02:48:57 main:574] : INFO : Epoch 852 | loss: 0.0311463 | val_loss: 0.0311718 | Time: 1877.04 ms
[2020-12-28 02:48:59 main:574] : INFO : Epoch 853 | loss: 0.0311467 | val_loss: 0.0311681 | Time: 1878.37 ms
[2020-12-28 02:49:00 main:574] : INFO : Epoch 854 | loss: 0.031147 | val_loss: 0.0311677 | Time: 1869.85 ms
[2020-12-28 02:49:02 main:574] : INFO : Epoch 855 | loss: 0.031145 | val_loss: 0.0311694 | Time: 1879.79 ms
[2020-12-28 02:49:04 main:574] : INFO : Epoch 856 | loss: 0.0311442 | val_loss: 0.0311686 | Time: 1900.87 ms
[2020-12-28 02:49:06 main:574] : INFO : Epoch 857 | loss: 0.0311461 | val_loss: 0.031173 | Time: 1885.45 ms
[2020-12-28 02:49:08 main:574] : INFO : Epoch 858 | loss: 0.0311469 | val_loss: 0.0311735 | Time: 1883.62 ms
[2020-12-28 02:49:10 main:574] : INFO : Epoch 859 | loss: 0.0311479 | val_loss: 0.031171 | Time: 1887.36 ms
[2020-12-28 02:49:12 main:574] : INFO : Epoch 860 | loss: 0.0311467 | val_loss: 0.031173 | Time: 1879.1 ms
[2020-12-28 02:49:14 main:574] : INFO : Epoch 861 | loss: 0.0311446 | val_loss: 0.0311705 | Time: 1886.97 ms
[2020-12-28 02:49:16 main:574] : INFO : Epoch 862 | loss: 0.0311437 | val_loss: 0.0311701 | Time: 1873.19 ms
[2020-12-28 02:49:17 main:574] : INFO : Epoch 863 | loss: 0.0311433 | val_loss: 0.0311736 | Time: 1879.21 ms
[2020-12-28 02:49:19 main:574] : INFO : Epoch 864 | loss: 0.0311451 | val_loss: 0.0311779 | Time: 1882.01 ms
[2020-12-28 02:49:21 main:574] : INFO : Epoch 865 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 1887.03 ms
[2020-12-28 02:49:23 main:574] : INFO : Epoch 866 | loss: 0.0311448 | val_loss: 0.0311776 | Time: 1857.69 ms
[2020-12-28 02:49:25 main:574] : INFO : Epoch 867 | loss: 0.0311453 | val_loss: 0.0311691 | Time: 1885.14 ms
[2020-12-28 02:49:27 main:574] : INFO : Epoch 868 | loss: 0.0311442 | val_loss: 0.0311728 | Time: 1897.81 ms
[2020-12-28 02:49:29 main:574] : INFO : Epoch 869 | loss: 0.0311433 | val_loss: 0.0311693 | Time: 1898.41 ms
[2020-12-28 02:49:31 main:574] : INFO : Epoch 870 | loss: 0.0311442 | val_loss: 0.0311717 | Time: 1885.84 ms
[2020-12-28 02:49:33 main:574] : INFO : Epoch 871 | loss: 0.0311446 | val_loss: 0.0311747 | Time: 1867.98 ms
[2020-12-28 02:49:35 main:574] : INFO : Epoch 872 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 1879.82 ms
[2020-12-28 02:49:36 main:574] : INFO : Epoch 873 | loss: 0.0311431 | val_loss: 0.0311682 | Time: 1878.05 ms
[2020-12-28 02:49:38 main:574] : INFO : Epoch 874 | loss: 0.0311431 | val_loss: 0.0311696 | Time: 1888.03 ms
[2020-12-28 02:49:40 main:574] : INFO : Epoch 875 | loss: 0.0311422 | val_loss: 0.0311679 | Time: 1894.46 ms
[2020-12-28 02:49:42 main:574] : INFO : Epoch 876 | loss: 0.031143 | val_loss: 0.0311708 | Time: 1886.05 ms
[2020-12-28 02:49:44 main:574] : INFO : Epoch 877 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 1893.96 ms
[2020-12-28 02:49:46 main:574] : INFO : Epoch 878 | loss: 0.0311473 | val_loss: 0.0311711 | Time: 1870.45 ms
[2020-12-28 02:49:48 main:574] : INFO : Epoch 879 | loss: 0.0311477 | val_loss: 0.0311701 | Time: 1879 ms
[2020-12-28 02:49:50 main:574] : INFO : Epoch 880 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 1886.88 ms
[2020-12-28 02:49:52 main:574] : INFO : Epoch 881 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 1897.97 ms
[2020-12-28 02:49:54 main:574] : INFO : Epoch 882 | loss: 0.0311502 | val_loss: 0.0311693 | Time: 1879.65 ms
[2020-12-28 02:49:55 main:574] : INFO : Epoch 883 | loss: 0.0311501 | val_loss: 0.031167 | Time: 1890.84 ms
[2020-12-28 02:49:57 main:574] : INFO : Epoch 884 | loss: 0.0311499 | val_loss: 0.0311683 | Time: 1883.55 ms
[2020-12-28 02:49:59 main:574] : INFO : Epoch 885 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 1887.93 ms
[2020-12-28 02:50:01 main:574] : INFO : Epoch 886 | loss: 0.0311491 | val_loss: 0.031172 | Time: 1876.33 ms
[2020-12-28 02:50:03 main:574] : INFO : Epoch 887 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 1892.4 ms
[2020-12-28 02:50:05 main:574] : INFO : Epoch 888 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 1872.54 ms
[2020-12-28 02:50:07 main:574] : INFO : Epoch 889 | loss: 0.031146 | val_loss: 0.0311673 | Time: 1897.04 ms
[2020-12-28 02:50:09 main:574] : INFO : Epoch 890 | loss: 0.0311487 | val_loss: 0.0311696 | Time: 1888.4 ms
[2020-12-28 02:50:11 main:574] : INFO : Epoch 891 | loss: 0.0311496 | val_loss: 0.0311689 | Time: 1888 ms
[2020-12-28 02:50:13 main:574] : INFO : Epoch 892 | loss: 0.0311484 | val_loss: 0.031166 | Time: 1892.17 ms
[2020-12-28 02:50:14 main:574] : INFO : Epoch 893 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 1891.11 ms
[2020-12-28 02:50:16 main:574] : INFO : Epoch 894 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 1879.93 ms
[2020-12-28 02:50:18 main:574] : INFO : Epoch 895 | loss: 0.0311479 | val_loss: 0.0311713 | Time: 1888.18 ms
[2020-12-28 02:50:20 main:574] : INFO : Epoch 896 | loss: 0.0311484 | val_loss: 0.0311712 | Time: 1897.54 ms
[2020-12-28 02:50:22 main:574] : INFO : Epoch 897 | loss: 0.0311473 | val_loss: 0.0311728 | Time: 1879.56 ms
[2020-12-28 02:50:24 main:574] : INFO : Epoch 898 | loss: 0.031149 | val_loss: 0.0311693 | Time: 1864.44 ms
[2020-12-28 02:50:26 main:574] : INFO : Epoch 899 | loss: 0.0311492 | val_loss: 0.0311721 | Time: 1903.55 ms
[2020-12-28 02:50:28 main:574] : INFO : Epoch 900 | loss: 0.0311462 | val_loss: 0.03117 | Time: 1911.44 ms
[2020-12-28 02:50:30 main:574] : INFO : Epoch 901 | loss: 0.0311491 | val_loss: 0.0311736 | Time: 1880.36 ms
[2020-12-28 02:50:32 main:574] : INFO : Epoch 902 | loss: 0.0311495 | val_loss: 0.031171 | Time: 1863.42 ms
[2020-12-28 02:50:33 main:574] : INFO : Epoch 903 | loss: 0.0311477 | val_loss: 0.0311719 | Time: 1893.81 ms
[2020-12-28 02:50:35 main:574] : INFO : Epoch 904 | loss: 0.0311475 | val_loss: 0.031172 | Time: 1885.49 ms
[2020-12-28 02:50:37 main:574] : INFO : Epoch 905 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 1869.82 ms
[2020-12-28 02:50:39 main:574] : INFO : Epoch 906 | loss: 0.0311482 | val_loss: 0.0311818 | Time: 1877.5 ms
[2020-12-28 02:50:41 main:574] : INFO : Epoch 907 | loss: 0.0311519 | val_loss: 0.0311738 | Time: 1903.69 ms
[2020-12-28 02:50:43 main:574] : INFO : Epoch 908 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 1871.73 ms
[2020-12-28 02:50:45 main:574] : INFO : Epoch 909 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 1890.78 ms
[2020-12-28 02:50:47 main:574] : INFO : Epoch 910 | loss: 0.0311499 | val_loss: 0.0311661 | Time: 1877.61 ms
[2020-12-28 02:50:49 main:574] : INFO : Epoch 911 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 1890.12 ms
[2020-12-28 02:50:51 main:574] : INFO : Epoch 912 | loss: 0.0311491 | val_loss: 0.0311695 | Time: 1902.51 ms
[2020-12-28 02:50:52 main:574] : INFO : Epoch 913 | loss: 0.031149 | val_loss: 0.0311671 | Time: 1885.31 ms
[2020-12-28 02:50:54 main:574] : INFO : Epoch 914 | loss: 0.0311477 | val_loss: 0.0311681 | Time: 1867.96 ms
[2020-12-28 02:50:56 main:574] : INFO : Epoch 915 | loss: 0.0311486 | val_loss: 0.031166 | Time: 1884.25 ms
[2020-12-28 02:50:58 main:574] : INFO : Epoch 916 | loss: 0.031149 | val_loss: 0.0311673 | Time: 1886.51 ms
[2020-12-28 02:51:00 main:574] : INFO : Epoch 917 | loss: 0.0311481 | val_loss: 0.0311658 | Time: 1873.13 ms
[2020-12-28 02:51:02 main:574] : INFO : Epoch 918 | loss: 0.0311482 | val_loss: 0.0311682 | Time: 1863.67 ms
[2020-12-28 02:51:04 main:574] : INFO : Epoch 919 | loss: 0.0311482 | val_loss: 0.0311712 | Time: 1884.53 ms
[2020-12-28 02:51:06 main:574] : INFO : Epoch 920 | loss: 0.0311476 | val_loss: 0.0311706 | Time: 1897.81 ms
[2020-12-28 02:51:08 main:574] : INFO : Epoch 921 | loss: 0.0311479 | val_loss: 0.0311659 | Time: 1886.39 ms
[2020-12-28 02:51:09 main:574] : INFO : Epoch 922 | loss: 0.0311447 | val_loss: 0.0311648 | Time: 1870.85 ms
[2020-12-28 02:51:11 main:574] : INFO : Epoch 923 | loss: 0.0311437 | val_loss: 0.0311653 | Time: 1889.14 ms
[2020-12-28 02:51:13 main:574] : INFO : Epoch 924 | loss: 0.0311484 | val_loss: 0.031171 | Time: 1874.68 ms
[2020-12-28 02:51:15 main:574] : INFO : Epoch 925 | loss: 0.0311499 | val_loss: 0.0311771 | Time: 1857.55 ms
[2020-12-28 02:51:17 main:574] : INFO : Epoch 926 | loss: 0.0311469 | val_loss: 0.0311724 | Time: 1863.31 ms
[2020-12-28 02:51:19 main:574] : INFO : Epoch 927 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 1868.5 ms
[2020-12-28 02:51:21 main:574] : INFO : Epoch 928 | loss: 0.0311463 | val_loss: 0.0311678 | Time: 1888.6 ms
[2020-12-28 02:51:23 main:574] : INFO : Epoch 929 | loss: 0.0311452 | val_loss: 0.0311684 | Time: 1872.33 ms
[2020-12-28 02:51:25 main:574] : INFO : Epoch 930 | loss: 0.0311443 | val_loss: 0.031166 | Time: 1872.11 ms
[2020-12-28 02:51:26 main:574] : INFO : Epoch 931 | loss: 0.0311423 | val_loss: 0.0311661 | Time: 1888.6 ms
[2020-12-28 02:51:28 main:574] : INFO : Epoch 932 | loss: 0.0311429 | val_loss: 0.0311654 | Time: 1876.57 ms
[2020-12-28 02:51:30 main:574] : INFO : Epoch 933 | loss: 0.0311416 | val_loss: 0.0311662 | Time: 1881.97 ms
[2020-12-28 02:51:32 main:574] : INFO : Epoch 934 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1870.6 ms
[2020-12-28 02:51:34 main:574] : INFO : Epoch 935 | loss: 0.0311448 | val_loss: 0.0311676 | Time: 1888.03 ms
[2020-12-28 02:51:36 main:574] : INFO : Epoch 936 | loss: 0.0311475 | val_loss: 0.0311679 | Time: 1869.72 ms
[2020-12-28 02:51:38 main:574] : INFO : Epoch 937 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 1876.3 ms
[2020-12-28 02:51:40 main:574] : INFO : Epoch 938 | loss: 0.0311463 | val_loss: 0.0311732 | Time: 1862.29 ms
[2020-12-28 02:51:42 main:574] : INFO : Epoch 939 | loss: 0.0311443 | val_loss: 0.0311661 | Time: 1896.41 ms
[2020-12-28 02:51:43 main:574] : INFO : Epoch 940 | loss: 0.0311435 | val_loss: 0.0311656 | Time: 1882.87 ms
[2020-12-28 02:51:45 main:574] : INFO : Epoch 941 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 1858.14 ms
[2020-12-28 02:51:47 main:574] : INFO : Epoch 942 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 1900.37 ms
[2020-12-28 02:51:49 main:574] : INFO : Epoch 943 | loss: 0.0311447 | val_loss: 0.0311684 | Time: 1880.12 ms
[2020-12-28 02:51:51 main:574] : INFO : Epoch 944 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 1881.22 ms
[2020-12-28 02:51:53 main:574] : INFO : Epoch 945 | loss: 0.0311421 | val_loss: 0.0311684 | Time: 1865.86 ms
[2020-12-28 02:51:55 main:574] : INFO : Epoch 946 | loss: 0.0311491 | val_loss: 0.0311684 | Time: 1882.82 ms
[2020-12-28 02:51:57 main:574] : INFO : Epoch 947 | loss: 0.031146 | val_loss: 0.0311711 | Time: 1873.25 ms
[2020-12-28 02:51:59 main:574] : INFO : Epoch 948 | loss: 0.0311452 | val_loss: 0.0311689 | Time: 1875.55 ms
[2020-12-28 02:52:00 main:574] : INFO : Epoch 949 | loss: 0.0311466 | val_loss: 0.0311685 | Time: 1861.55 ms
[2020-12-28 02:52:02 main:574] : INFO : Epoch 950 | loss: 0.0311435 | val_loss: 0.0311667 | Time: 1867.94 ms
[2020-12-28 02:52:04 main:574] : INFO : Epoch 951 | loss: 0.0311418 | val_loss: 0.0311676 | Time: 1861.31 ms
[2020-12-28 02:52:06 main:574] : INFO : Epoch 952 | loss: 0.0311427 | val_loss: 0.0311685 | Time: 1883 ms
[2020-12-28 02:52:08 main:574] : INFO : Epoch 953 | loss: 0.0311418 | val_loss: 0.0311709 | Time: 1860.61 ms
[2020-12-28 02:52:10 main:574] : INFO : Epoch 954 | loss: 0.0311411 | val_loss: 0.0311686 | Time: 1871.33 ms
[2020-12-28 02:52:12 main:574] : INFO : Epoch 955 | loss: 0.031142 | val_loss: 0.0311678 | Time: 1863.14 ms
[2020-12-28 02:52:14 main:574] : INFO : Epoch 956 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 1876.63 ms
[2020-12-28 02:52:16 main:574] : INFO : Epoch 957 | loss: 0.0311442 | val_loss: 0.0311712 | Time: 1867.21 ms
[2020-12-28 02:52:17 main:574] : INFO : Epoch 958 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 1869.39 ms
[2020-12-28 02:52:19 main:574] : INFO : Epoch 959 | loss: 0.0311433 | val_loss: 0.0311671 | Time: 1868.07 ms
[2020-12-28 02:52:21 main:574] : INFO : Epoch 960 | loss: 0.0311439 | val_loss: 0.0311687 | Time: 1863.73 ms
[2020-12-28 02:52:23 main:574] : INFO : Epoch 961 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 1877.88 ms
[2020-12-28 02:52:25 main:574] : INFO : Epoch 962 | loss: 0.0311637 | val_loss: 0.031169 | Time: 1871.04 ms
[2020-12-28 02:52:27 main:574] : INFO : Epoch 963 | loss: 0.0311626 | val_loss: 0.0311716 | Time: 1865.05 ms
[2020-12-28 02:52:29 main:574] : INFO : Epoch 964 | loss: 0.0311584 | val_loss: 0.0311673 | Time: 1875.31 ms
[2020-12-28 02:52:31 main:574] : INFO : Epoch 965 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 1881.65 ms
[2020-12-28 02:52:33 main:574] : INFO : Epoch 966 | loss: 0.0311569 | val_loss: 0.0311718 | Time: 1858.31 ms
[2020-12-28 02:52:34 main:574] : INFO : Epoch 967 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 1862.41 ms
[2020-12-28 02:52:36 main:574] : INFO : Epoch 968 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1875.1 ms
[2020-12-28 02:52:38 main:574] : INFO : Epoch 969 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 1884.19 ms
[2020-12-28 02:52:40 main:574] : INFO : Epoch 970 | loss: 0.031154 | val_loss: 0.0311677 | Time: 1863.39 ms
[2020-12-28 02:52:42 main:574] : INFO : Epoch 971 | loss: 0.031155 | val_loss: 0.0311712 | Time: 1908.42 ms
[2020-12-28 02:52:44 main:574] : INFO : Epoch 972 | loss: 0.0311561 | val_loss: 0.0311679 | Time: 1844.43 ms
[2020-12-28 02:52:46 main:574] : INFO : Epoch 973 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 1899.43 ms
[2020-12-28 02:52:48 main:574] : INFO : Epoch 974 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 1860.04 ms
[2020-12-28 02:52:50 main:574] : INFO : Epoch 975 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 1870.08 ms
[2020-12-28 02:52:51 main:574] : INFO : Epoch 976 | loss: 0.031151 | val_loss: 0.0311674 | Time: 1838.11 ms
[2020-12-28 02:52:53 main:574] : INFO : Epoch 977 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 1910.69 ms
[2020-12-28 02:52:55 main:574] : INFO : Epoch 978 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 1857.05 ms
[2020-12-28 02:52:57 main:574] : INFO : Epoch 979 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 1860.41 ms
[2020-12-28 02:52:59 main:574] : INFO : Epoch 980 | loss: 0.0311484 | val_loss: 0.0311693 | Time: 1878.49 ms
[2020-12-28 02:53:01 main:574] : INFO : Epoch 981 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 1893.92 ms
[2020-12-28 02:53:03 main:574] : INFO : Epoch 982 | loss: 0.0311482 | val_loss: 0.0311672 | Time: 1874.72 ms
[2020-12-28 02:53:05 main:574] : INFO : Epoch 983 | loss: 0.0311488 | val_loss: 0.0311679 | Time: 1892.43 ms
[2020-12-28 02:53:07 main:574] : INFO : Epoch 984 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 1892.27 ms
[2020-12-28 02:53:08 main:574] : INFO : Epoch 985 | loss: 0.0311488 | val_loss: 0.031166 | Time: 1877.13 ms
[2020-12-28 02:53:10 main:574] : INFO : Epoch 986 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 1883.3 ms
[2020-12-28 02:53:12 main:574] : INFO : Epoch 987 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 1861.06 ms
[2020-12-28 02:53:14 main:574] : INFO : Epoch 988 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 1851.61 ms
[2020-12-28 02:53:16 main:574] : INFO : Epoch 989 | loss: 0.031155 | val_loss: 0.0311684 | Time: 1870.84 ms
[2020-12-28 02:53:18 main:574] : INFO : Epoch 990 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 1863 ms
[2020-12-28 02:53:20 main:574] : INFO : Epoch 991 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 1886.51 ms
[2020-12-28 02:53:22 main:574] : INFO : Epoch 992 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 1859.99 ms
[2020-12-28 02:53:23 main:574] : INFO : Epoch 993 | loss: 0.0311547 | val_loss: 0.031165 | Time: 1879.8 ms
[2020-12-28 02:53:25 main:574] : INFO : Epoch 994 | loss: 0.0311515 | val_loss: 0.0311672 | Time: 1897.44 ms
[2020-12-28 02:53:27 main:574] : INFO : Epoch 995 | loss: 0.0311509 | val_loss: 0.0311685 | Time: 1878.22 ms
[2020-12-28 02:53:29 main:574] : INFO : Epoch 996 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 1855.06 ms
[2020-12-28 02:53:31 main:574] : INFO : Epoch 997 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 1886.85 ms
[2020-12-28 02:53:33 main:574] : INFO : Epoch 998 | loss: 0.0311513 | val_loss: 0.0311693 | Time: 1891.99 ms
[2020-12-28 02:53:35 main:574] : INFO : Epoch 999 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 1874.44 ms
[2020-12-28 02:53:37 main:574] : INFO : Epoch 1000 | loss: 0.0311498 | val_loss: 0.0311666 | Time: 1859.52 ms
[2020-12-28 02:53:39 main:574] : INFO : Epoch 1001 | loss: 0.0311494 | val_loss: 0.0311714 | Time: 1893.85 ms
[2020-12-28 02:53:41 main:574] : INFO : Epoch 1002 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 1891.78 ms
[2020-12-28 02:53:42 main:574] : INFO : Epoch 1003 | loss: 0.0311497 | val_loss: 0.031166 | Time: 1878.49 ms
[2020-12-28 02:53:44 main:574] : INFO : Epoch 1004 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1865.72 ms
[2020-12-28 02:53:46 main:574] : INFO : Epoch 1005 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 1898.3 ms
[2020-12-28 02:53:48 main:574] : INFO : Epoch 1006 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1869.21 ms
[2020-12-28 02:53:50 main:574] : INFO : Epoch 1007 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 1887.26 ms
[2020-12-28 02:53:52 main:574] : INFO : Epoch 1008 | loss: 0.031147 | val_loss: 0.0311681 | Time: 1881.57 ms
[2020-12-28 02:53:54 main:574] : INFO : Epoch 1009 | loss: 0.0311461 | val_loss: 0.0311697 | Time: 1891.66 ms
[2020-12-28 02:53:56 main:574] : INFO : Epoch 1010 | loss: 0.0311483 | val_loss: 0.031173 | Time: 1895.58 ms
[2020-12-28 02:53:58 main:574] : INFO : Epoch 1011 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1885.85 ms
[2020-12-28 02:53:59 main:574] : INFO : Epoch 1012 | loss: 0.0311479 | val_loss: 0.0311681 | Time: 1887.78 ms
[2020-12-28 02:54:01 main:574] : INFO : Epoch 1013 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 1876.35 ms
[2020-12-28 02:54:03 main:574] : INFO : Epoch 1014 | loss: 0.0311457 | val_loss: 0.0311672 | Time: 1869.52 ms
[2020-12-28 02:54:05 main:574] : INFO : Epoch 1015 | loss: 0.0311452 | val_loss: 0.0311697 | Time: 1884.97 ms
[2020-12-28 02:54:07 main:574] : INFO : Epoch 1016 | loss: 0.0311456 | val_loss: 0.0311683 | Time: 1885.71 ms
[2020-12-28 02:54:09 main:574] : INFO : Epoch 1017 | loss: 0.0311464 | val_loss: 0.0311671 | Time: 1890.95 ms
[2020-12-28 02:54:11 main:574] : INFO : Epoch 1018 | loss: 0.0311478 | val_loss: 0.0311711 | Time: 1892.71 ms
[2020-12-28 02:54:13 main:574] : INFO : Epoch 1019 | loss: 0.0311464 | val_loss: 0.0311676 | Time: 1898.75 ms
[2020-12-28 02:54:15 main:574] : INFO : Epoch 1020 | loss: 0.0311451 | val_loss: 0.0311671 | Time: 1876.66 ms
[2020-12-28 02:54:17 main:574] : INFO : Epoch 1021 | loss: 0.0311451 | val_loss: 0.0311701 | Time: 1864.25 ms
[2020-12-28 02:54:18 main:574] : INFO : Epoch 1022 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 1892.07 ms
[2020-12-28 02:54:20 main:574] : INFO : Epoch 1023 | loss: 0.0311441 | val_loss: 0.0311682 | Time: 1888.34 ms
[2020-12-28 02:54:22 main:574] : INFO : Epoch 1024 | loss: 0.0311443 | val_loss: 0.0311731 | Time: 1889.86 ms
[2020-12-28 02:54:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311731
[2020-12-28 02:54:22 main:603] : INFO : Saving end state to config to file
[2020-12-28 02:54:22 main:608] : INFO : Success, exiting..
02:54:22 (2384): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)