Task 3437495
| Name | ParityMachine-1605115819-13195-10_0 |
| Workunit | 1679203 |
| Created | 27 Dec 2020, 13:04:45 UTC |
| Sent | 28 Dec 2020, 17:10:14 UTC |
| Report deadline | 4 Jan 2021, 17:10:14 UTC |
| Received | 29 Dec 2020, 22:07:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 31 min 52 sec |
| CPU time | 31 min 25 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.0311399 | val_loss: 0.0311719 | Time: 1856.61 ms [2020-12-29 22:50:57 main:574] : INFO : Epoch 515 | loss: 0.0311399 | val_loss: 0.0311661 | Time: 1854.67 ms [2020-12-29 22:50:59 main:574] : INFO : Epoch 516 | loss: 0.0311423 | val_loss: 0.0311734 | Time: 1852.77 ms [2020-12-29 22:51:01 main:574] : INFO : Epoch 517 | loss: 0.0311403 | val_loss: 0.0311671 | Time: 1862.79 ms [2020-12-29 22:51:03 main:574] : INFO : Epoch 518 | loss: 0.0311401 | val_loss: 0.0311695 | Time: 1856.32 ms [2020-12-29 22:51:05 main:574] : INFO : Epoch 519 | loss: 0.0311387 | val_loss: 0.0311708 | Time: 1856.22 ms [2020-12-29 22:51:07 main:574] : INFO : Epoch 520 | loss: 0.0311388 | val_loss: 0.0311714 | Time: 1829.68 ms [2020-12-29 22:51:09 main:574] : INFO : Epoch 521 | loss: 0.0311384 | val_loss: 0.0311728 | Time: 1857.22 ms [2020-12-29 22:51:11 main:574] : INFO : Epoch 522 | loss: 0.0311383 | val_loss: 0.0311729 | Time: 1846.97 ms [2020-12-29 22:51:12 main:574] : INFO : Epoch 523 | loss: 0.0311415 | val_loss: 0.0311716 | Time: 1857.49 ms [2020-12-29 22:51:14 main:574] : INFO : Epoch 524 | loss: 0.0311406 | val_loss: 0.0311728 | Time: 1851.53 ms [2020-12-29 22:51:16 main:574] : INFO : Epoch 525 | loss: 0.0311404 | val_loss: 0.0311693 | Time: 1873.47 ms [2020-12-29 22:51:18 main:574] : INFO : Epoch 526 | loss: 0.0311413 | val_loss: 0.0311686 | Time: 1862.49 ms [2020-12-29 22:51:20 main:574] : INFO : Epoch 527 | loss: 0.0311378 | val_loss: 0.0311677 | Time: 1855.14 ms [2020-12-29 22:51:22 main:574] : INFO : Epoch 528 | loss: 0.0311378 | val_loss: 0.0311742 | Time: 1849.69 ms [2020-12-29 22:51:24 main:574] : INFO : Epoch 529 | loss: 0.0311393 | val_loss: 0.0311759 | Time: 1843.34 ms [2020-12-29 22:51:25 main:574] : INFO : Epoch 530 | loss: 0.0311379 | val_loss: 0.0311708 | Time: 1845.5 ms [2020-12-29 22:51:27 main:574] : INFO : Epoch 531 | loss: 0.0311388 | val_loss: 0.0311716 | Time: 1850.61 ms [2020-12-29 22:51:29 main:574] : INFO : Epoch 532 | loss: 0.0311381 | val_loss: 0.0311726 | Time: 1853.68 ms [2020-12-29 22:51:31 main:574] : INFO : Epoch 533 | loss: 0.0311394 | val_loss: 0.0311694 | Time: 1847.25 ms [2020-12-29 22:51:33 main:574] : INFO : Epoch 534 | loss: 0.0311371 | val_loss: 0.0311762 | Time: 1850.12 ms [2020-12-29 22:51:35 main:574] : INFO : Epoch 535 | loss: 0.0311382 | val_loss: 0.0311706 | Time: 1860.67 ms [2020-12-29 22:51:37 main:574] : INFO : Epoch 536 | loss: 0.0311363 | val_loss: 0.0311707 | Time: 1848.62 ms [2020-12-29 22:51:39 main:574] : INFO : Epoch 537 | loss: 0.0311358 | val_loss: 0.0311702 | Time: 1870.8 ms [2020-12-29 22:51:40 main:574] : INFO : Epoch 538 | loss: 0.031137 | val_loss: 0.0311696 | Time: 1857.45 ms [2020-12-29 22:51:42 main:574] : INFO : Epoch 539 | loss: 0.0311368 | val_loss: 0.031169 | Time: 1860.82 ms [2020-12-29 22:51:44 main:574] : INFO : Epoch 540 | loss: 0.0311369 | val_loss: 0.0311688 | Time: 1837.31 ms [2020-12-29 22:51:46 main:574] : INFO : Epoch 541 | loss: 0.0311368 | val_loss: 0.0311726 | Time: 1863.38 ms [2020-12-29 22:51:48 main:574] : INFO : Epoch 542 | loss: 0.0311369 | val_loss: 0.0311715 | Time: 1841.99 ms [2020-12-29 22:51:50 main:574] : INFO : Epoch 543 | loss: 0.0311369 | val_loss: 0.0311725 | Time: 1866.21 ms [2020-12-29 22:51:52 main:574] : INFO : Epoch 544 | loss: 0.0311358 | val_loss: 0.0311725 | Time: 1849.67 ms [2020-12-29 22:51:53 main:574] : INFO : Epoch 545 | loss: 0.0311342 | val_loss: 0.0311745 | Time: 1862.32 ms [2020-12-29 22:51:55 main:574] : INFO : Epoch 546 | loss: 0.0311342 | val_loss: 0.031176 | Time: 1845.48 ms [2020-12-29 22:51:57 main:574] : INFO : Epoch 547 | loss: 0.0311367 | val_loss: 0.0311739 | Time: 1867.7 ms [2020-12-29 22:51:59 main:574] : INFO : Epoch 548 | loss: 0.0311341 | val_loss: 0.0311688 | Time: 1832.93 ms [2020-12-29 22:52:01 main:574] : INFO : Epoch 549 | loss: 0.031135 | val_loss: 0.0311741 | Time: 1865.65 ms [2020-12-29 22:52:03 main:574] : INFO : Epoch 550 | loss: 0.0311366 | val_loss: 0.0311772 | Time: 1847.61 ms [2020-12-29 22:52:05 main:574] : INFO : Epoch 551 | loss: 0.0311408 | val_loss: 0.0311771 | Time: 1858.12 ms [2020-12-29 22:52:06 main:574] : INFO : Epoch 552 | loss: 0.0311404 | val_loss: 0.0311731 | Time: 1852.75 ms [2020-12-29 22:52:08 main:574] : INFO : Epoch 553 | loss: 0.0311413 | val_loss: 0.0311742 | Time: 1858.55 ms [2020-12-29 22:52:10 main:574] : INFO : Epoch 554 | loss: 0.0311384 | val_loss: 0.0311762 | Time: 1853.09 ms [2020-12-29 22:52:12 main:574] : INFO : Epoch 555 | loss: 0.0311388 | val_loss: 0.0311742 | Time: 1847.23 ms [2020-12-29 22:52:14 main:574] : INFO : Epoch 556 | loss: 0.0311408 | val_loss: 0.0311718 | Time: 1839.85 ms [2020-12-29 22:52:16 main:574] : INFO : Epoch 557 | loss: 0.031141 | val_loss: 0.031175 | Time: 1845.31 ms [2020-12-29 22:52:18 main:574] : INFO : Epoch 558 | loss: 0.0311426 | val_loss: 0.0311734 | Time: 1850.2 ms [2020-12-29 22:52:20 main:574] : INFO : Epoch 559 | loss: 0.0311427 | val_loss: 0.0311739 | Time: 1868.77 ms [2020-12-29 22:52:21 main:574] : INFO : Epoch 560 | loss: 0.0311395 | val_loss: 0.0311767 | Time: 1835.49 ms [2020-12-29 22:52:23 main:574] : INFO : Epoch 561 | loss: 0.0311404 | val_loss: 0.031174 | Time: 1862.33 ms [2020-12-29 22:52:25 main:574] : INFO : Epoch 562 | loss: 0.0311402 | val_loss: 0.0311751 | Time: 1846.11 ms [2020-12-29 22:52:27 main:574] : INFO : Epoch 563 | loss: 0.0311421 | val_loss: 0.0311735 | Time: 1858.19 ms [2020-12-29 22:52:29 main:574] : INFO : Epoch 564 | loss: 0.031143 | val_loss: 0.0311701 | Time: 1834.03 ms [2020-12-29 22:52:31 main:574] : INFO : Epoch 565 | loss: 0.0311405 | val_loss: 0.0311733 | Time: 1864.54 ms [2020-12-29 22:52:33 main:574] : INFO : Epoch 566 | loss: 0.0311394 | val_loss: 0.0311763 | Time: 1858.1 ms [2020-12-29 22:52:34 main:574] : INFO : Epoch 567 | loss: 0.0311396 | val_loss: 0.0311732 | Time: 1851.8 ms [2020-12-29 22:52:36 main:574] : INFO : Epoch 568 | loss: 0.0311384 | val_loss: 0.031172 | Time: 1848.56 ms [2020-12-29 22:52:38 main:574] : INFO : Epoch 569 | loss: 0.0311406 | val_loss: 0.0311707 | Time: 1865.54 ms [2020-12-29 22:52:40 main:574] : INFO : Epoch 570 | loss: 0.0311389 | val_loss: 0.0311722 | Time: 1848.94 ms [2020-12-29 22:52:42 main:574] : INFO : Epoch 571 | loss: 0.0311421 | val_loss: 0.0311678 | Time: 1859.36 ms [2020-12-29 22:52:44 main:574] : INFO : Epoch 572 | loss: 0.0311395 | val_loss: 0.0311761 | Time: 1839.08 ms [2020-12-29 22:52:46 main:574] : INFO : Epoch 573 | loss: 0.0311432 | val_loss: 0.0311767 | Time: 1857.82 ms [2020-12-29 22:52:47 main:574] : INFO : Epoch 574 | loss: 0.0311397 | val_loss: 0.0311747 | Time: 1845.23 ms [2020-12-29 22:52:49 main:574] : INFO : Epoch 575 | loss: 0.0311375 | val_loss: 0.031175 | Time: 1851.88 ms [2020-12-29 22:52:51 main:574] : INFO : Epoch 576 | loss: 0.0311378 | val_loss: 0.0311742 | Time: 1841.75 ms [2020-12-29 22:52:53 main:574] : INFO : Epoch 577 | loss: 0.0311388 | val_loss: 0.0311793 | Time: 1861.45 ms [2020-12-29 22:52:55 main:574] : INFO : Epoch 578 | loss: 0.0311359 | val_loss: 0.0311749 | Time: 1844.5 ms [2020-12-29 22:52:57 main:574] : INFO : Epoch 579 | loss: 0.0311357 | val_loss: 0.0311757 | Time: 1859.03 ms [2020-12-29 22:52:59 main:574] : INFO : Epoch 580 | loss: 0.0311399 | val_loss: 0.0311755 | Time: 1856.02 ms [2020-12-29 22:53:01 main:574] : INFO : Epoch 581 | loss: 0.0311369 | val_loss: 0.0311716 | Time: 1864.68 ms [2020-12-29 22:53:02 main:574] : INFO : Epoch 582 | loss: 0.0311359 | val_loss: 0.0311749 | Time: 1842.82 ms [2020-12-29 22:53:04 main:574] : INFO : Epoch 583 | loss: 0.0311372 | val_loss: 0.0311722 | Time: 1857.38 ms [2020-12-29 22:53:06 main:574] : INFO : Epoch 584 | loss: 0.0311379 | val_loss: 0.0311702 | Time: 1842.01 ms [2020-12-29 22:53:08 main:574] : INFO : Epoch 585 | loss: 0.031139 | val_loss: 0.0311712 | Time: 1865.03 ms [2020-12-29 22:53:10 main:574] : INFO : Epoch 586 | loss: 0.0311367 | val_loss: 0.0311708 | Time: 1852.6 ms [2020-12-29 22:53:12 main:574] : INFO : Epoch 587 | loss: 0.031136 | val_loss: 0.0311703 | Time: 1844.1 ms [2020-12-29 22:53:14 main:574] : INFO : Epoch 588 | loss: 0.0311364 | val_loss: 0.0311695 | Time: 1848.83 ms [2020-12-29 22:53:15 main:574] : INFO : Epoch 589 | loss: 0.0311382 | val_loss: 0.0311716 | Time: 1862.38 ms [2020-12-29 22:53:17 main:574] : INFO : Epoch 590 | loss: 0.0311434 | val_loss: 0.0311717 | Time: 1843.87 ms [2020-12-29 22:53:19 main:574] : INFO : Epoch 591 | loss: 0.0311413 | val_loss: 0.031171 | Time: 1859.2 ms [2020-12-29 22:53:21 main:574] : INFO : Epoch 592 | loss: 0.0311379 | val_loss: 0.0311701 | Time: 1841.16 ms [2020-12-29 22:53:23 main:574] : INFO : Epoch 593 | loss: 0.0311404 | val_loss: 0.0311703 | Time: 1861.78 ms [2020-12-29 22:53:25 main:574] : INFO : Epoch 594 | loss: 0.0311383 | val_loss: 0.0311701 | Time: 1845.22 ms [2020-12-29 22:53:27 main:574] : INFO : Epoch 595 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 1835.25 ms [2020-12-29 22:53:28 main:574] : INFO : Epoch 596 | loss: 0.0311374 | val_loss: 0.0311688 | Time: 1843.14 ms [2020-12-29 22:53:30 main:574] : INFO : Epoch 597 | loss: 0.0311376 | val_loss: 0.0311656 | Time: 1857.12 ms [2020-12-29 22:53:32 main:574] : INFO : Epoch 598 | loss: 0.0311373 | val_loss: 0.0311696 | Time: 1854.2 ms [2020-12-29 22:53:34 main:574] : INFO : Epoch 599 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 1834.03 ms [2020-12-29 22:53:36 main:574] : INFO : Epoch 600 | loss: 0.0311366 | val_loss: 0.0311715 | Time: 1847.84 ms [2020-12-29 22:53:38 main:574] : INFO : Epoch 601 | loss: 0.0311366 | val_loss: 0.0311713 | Time: 1851.85 ms [2020-12-29 22:53:40 main:574] : INFO : Epoch 602 | loss: 0.0311381 | val_loss: 0.0311675 | Time: 1832.56 ms [2020-12-29 22:53:41 main:574] : INFO : Epoch 603 | loss: 0.0311371 | val_loss: 0.0311673 | Time: 1850.38 ms [2020-12-29 22:53:43 main:574] : INFO : Epoch 604 | loss: 0.0311362 | val_loss: 0.0311721 | Time: 1847.63 ms [2020-12-29 22:53:45 main:574] : INFO : Epoch 605 | loss: 0.0311343 | val_loss: 0.0311706 | Time: 1853.3 ms [2020-12-29 22:53:47 main:574] : INFO : Epoch 606 | loss: 0.0311331 | val_loss: 0.0311705 | Time: 1845.85 ms [2020-12-29 22:53:49 main:574] : INFO : Epoch 607 | loss: 0.0311333 | val_loss: 0.0311723 | Time: 1837.79 ms [2020-12-29 22:53:51 main:574] : INFO : Epoch 608 | loss: 0.031133 | val_loss: 0.0311711 | Time: 1842.26 ms [2020-12-29 22:53:53 main:574] : INFO : Epoch 609 | loss: 0.0311327 | val_loss: 0.0311696 | Time: 1853.19 ms [2020-12-29 22:53:55 main:574] : INFO : Epoch 610 | loss: 0.0311362 | val_loss: 0.0311741 | Time: 1857.91 ms [2020-12-29 22:53:56 main:574] : INFO : Epoch 611 | loss: 0.031135 | val_loss: 0.0311768 | Time: 1865.56 ms [2020-12-29 22:53:58 main:574] : INFO : Epoch 612 | loss: 0.0311341 | val_loss: 0.0311693 | Time: 1842.07 ms [2020-12-29 22:54:00 main:574] : INFO : Epoch 613 | loss: 0.0311338 | val_loss: 0.0311701 | Time: 1856.87 ms [2020-12-29 22:54:02 main:574] : INFO : Epoch 614 | loss: 0.0311343 | val_loss: 0.0311689 | Time: 1856.39 ms [2020-12-29 22:54:04 main:574] : INFO : Epoch 615 | loss: 0.0311377 | val_loss: 0.0311766 | Time: 1856.48 ms [2020-12-29 22:54:06 main:574] : INFO : Epoch 616 | loss: 0.0311362 | val_loss: 0.0311665 | Time: 1839.94 ms [2020-12-29 22:54:08 main:574] : INFO : Epoch 617 | loss: 0.031137 | val_loss: 0.0311701 | Time: 1875.01 ms [2020-12-29 22:54:09 main:574] : INFO : Epoch 618 | loss: 0.0311384 | val_loss: 0.0311676 | Time: 1839.76 ms [2020-12-29 22:54:11 main:574] : INFO : Epoch 619 | loss: 0.031138 | val_loss: 0.0311696 | Time: 1869.11 ms [2020-12-29 22:54:13 main:574] : INFO : Epoch 620 | loss: 0.0311372 | val_loss: 0.0311745 | Time: 1838.97 ms [2020-12-29 22:54:15 main:574] : INFO : Epoch 621 | loss: 0.0311351 | val_loss: 0.031167 | Time: 1845.82 ms [2020-12-29 22:54:17 main:574] : INFO : Epoch 622 | loss: 0.0311346 | val_loss: 0.0311671 | Time: 1835.88 ms [2020-12-29 22:54:19 main:574] : INFO : Epoch 623 | loss: 0.0311344 | val_loss: 0.03117 | Time: 1852.35 ms [2020-12-29 22:54:21 main:574] : INFO : Epoch 624 | loss: 0.0311354 | val_loss: 0.0311738 | Time: 1845.81 ms [2020-12-29 22:54:22 main:574] : INFO : Epoch 625 | loss: 0.0311393 | val_loss: 0.0311722 | Time: 1849.87 ms [2020-12-29 22:54:24 main:574] : INFO : Epoch 626 | loss: 0.0311383 | val_loss: 0.0311712 | Time: 1842.76 ms [2020-12-29 22:54:26 main:574] : INFO : Epoch 627 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 1851.09 ms [2020-12-29 22:54:28 main:574] : INFO : Epoch 628 | loss: 0.0311376 | val_loss: 0.0311656 | Time: 1845.74 ms [2020-12-29 22:54:30 main:574] : INFO : Epoch 629 | loss: 0.031138 | val_loss: 0.0311656 | Time: 1849.33 ms [2020-12-29 22:54:32 main:574] : INFO : Epoch 630 | loss: 0.0311406 | val_loss: 0.0311759 | Time: 1861.02 ms [2020-12-29 22:54:34 main:574] : INFO : Epoch 631 | loss: 0.031142 | val_loss: 0.0311684 | Time: 1857.59 ms [2020-12-29 22:54:35 main:574] : INFO : Epoch 632 | loss: 0.0311424 | val_loss: 0.0311738 | Time: 1850.06 ms [2020-12-29 22:54:37 main:574] : INFO : Epoch 633 | loss: 0.0311397 | val_loss: 0.0311714 | Time: 1865.85 ms [2020-12-29 22:54:39 main:574] : INFO : Epoch 634 | loss: 0.0311392 | val_loss: 0.0311721 | Time: 1847.29 ms [2020-12-29 22:54:41 main:574] : INFO : Epoch 635 | loss: 0.0311412 | val_loss: 0.0311749 | Time: 1854.37 ms [2020-12-29 22:54:43 main:574] : INFO : Epoch 636 | loss: 0.0311444 | val_loss: 0.0311672 | Time: 1856.98 ms [2020-12-29 22:54:45 main:574] : INFO : Epoch 637 | loss: 0.0311397 | val_loss: 0.031173 | Time: 1865.32 ms [2020-12-29 22:54:47 main:574] : INFO : Epoch 638 | loss: 0.0311392 | val_loss: 0.0311709 | Time: 1836.18 ms [2020-12-29 22:54:49 main:574] : INFO : Epoch 639 | loss: 0.0311371 | val_loss: 0.0311724 | Time: 1860.87 ms [2020-12-29 22:54:50 main:574] : INFO : Epoch 640 | loss: 0.031137 | val_loss: 0.0311693 | Time: 1857.51 ms [2020-12-29 22:54:52 main:574] : INFO : Epoch 641 | loss: 0.0311374 | val_loss: 0.0311671 | Time: 1855.2 ms [2020-12-29 22:54:54 main:574] : INFO : Epoch 642 | loss: 0.0311378 | val_loss: 0.0311693 | Time: 1855.63 ms [2020-12-29 22:54:56 main:574] : INFO : Epoch 643 | loss: 0.0311369 | val_loss: 0.0311659 | Time: 1860.23 ms [2020-12-29 22:54:58 main:574] : INFO : Epoch 644 | loss: 0.0311352 | val_loss: 0.0311736 | Time: 1856.2 ms [2020-12-29 22:55:00 main:574] : INFO : Epoch 645 | loss: 0.0311366 | val_loss: 0.0311692 | Time: 1846.06 ms [2020-12-29 22:55:02 main:574] : INFO : Epoch 646 | loss: 0.031137 | val_loss: 0.0311678 | Time: 1850.59 ms [2020-12-29 22:55:04 main:574] : INFO : Epoch 647 | loss: 0.0311365 | val_loss: 0.0311723 | Time: 1860.93 ms [2020-12-29 22:55:05 main:574] : INFO : Epoch 648 | loss: 0.0311359 | val_loss: 0.0311713 | Time: 1827.94 ms [2020-12-29 22:55:07 main:574] : INFO : Epoch 649 | loss: 0.0311354 | val_loss: 0.031171 | Time: 1858 ms [2020-12-29 22:55:09 main:574] : INFO : Epoch 650 | loss: 0.0311388 | val_loss: 0.0311691 | Time: 1823.19 ms [2020-12-29 22:55:11 main:574] : INFO : Epoch 651 | loss: 0.0311375 | val_loss: 0.0311721 | Time: 1865.55 ms [2020-12-29 22:55:13 main:574] : INFO : Epoch 652 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 1852.3 ms [2020-12-29 22:55:15 main:574] : INFO : Epoch 653 | loss: 0.0311382 | val_loss: 0.0311715 | Time: 1872.15 ms [2020-12-29 22:55:17 main:574] : INFO : Epoch 654 | loss: 0.0311388 | val_loss: 0.0311719 | Time: 1843.22 ms [2020-12-29 22:55:18 main:574] : INFO : Epoch 655 | loss: 0.0311376 | val_loss: 0.0311715 | Time: 1838.9 ms [2020-12-29 22:55:20 main:574] : INFO : Epoch 656 | loss: 0.031139 | val_loss: 0.0311734 | Time: 1832.85 ms [2020-12-29 22:55:22 main:574] : INFO : Epoch 657 | loss: 0.0311428 | val_loss: 0.0311715 | Time: 1850.1 ms [2020-12-29 22:55:24 main:574] : INFO : Epoch 658 | loss: 0.031144 | val_loss: 0.0311823 | Time: 1836.19 ms [2020-12-29 22:55:26 main:574] : INFO : Epoch 659 | loss: 0.0311453 | val_loss: 0.0311724 | Time: 1840.1 ms [2020-12-29 22:55:28 main:574] : INFO : Epoch 660 | loss: 0.0311402 | val_loss: 0.0311697 | Time: 1841.44 ms [2020-12-29 22:55:30 main:574] : INFO : Epoch 661 | loss: 0.0311396 | val_loss: 0.0311748 | Time: 1870.74 ms [2020-12-29 22:55:31 main:574] : INFO : Epoch 662 | loss: 0.0311397 | val_loss: 0.0311797 | Time: 1853.48 ms [2020-12-29 22:55:33 main:574] : INFO : Epoch 663 | loss: 0.0311385 | val_loss: 0.0311708 | Time: 1860.31 ms [2020-12-29 22:55:35 main:574] : INFO : Epoch 664 | loss: 0.031138 | val_loss: 0.0311698 | Time: 1848.55 ms [2020-12-29 22:55:37 main:574] : INFO : Epoch 665 | loss: 0.0311387 | val_loss: 0.0311746 | Time: 1839.42 ms [2020-12-29 22:55:39 main:574] : INFO : Epoch 666 | loss: 0.0311378 | val_loss: 0.0311669 | Time: 1852.29 ms [2020-12-29 22:55:41 main:574] : INFO : Epoch 667 | loss: 0.0311363 | val_loss: 0.0311719 | Time: 1860.45 ms [2020-12-29 22:55:43 main:574] : INFO : Epoch 668 | loss: 0.0311369 | val_loss: 0.0311753 | Time: 1843.19 ms [2020-12-29 22:55:44 main:574] : INFO : Epoch 669 | loss: 0.0311357 | val_loss: 0.0311687 | Time: 1858.79 ms [2020-12-29 22:55:46 main:574] : INFO : Epoch 670 | loss: 0.0311343 | val_loss: 0.0311687 | Time: 1847.84 ms [2020-12-29 22:55:48 main:574] : INFO : Epoch 671 | loss: 0.0311347 | val_loss: 0.0311679 | Time: 1844.35 ms [2020-12-29 22:55:50 main:574] : INFO : Epoch 672 | loss: 0.0311331 | val_loss: 0.0311655 | Time: 1835.76 ms [2020-12-29 22:55:52 main:574] : INFO : Epoch 673 | loss: 0.0311337 | val_loss: 0.0311653 | Time: 1863.92 ms [2020-12-29 22:55:54 main:574] : INFO : Epoch 674 | loss: 0.0311331 | val_loss: 0.031167 | Time: 1852.69 ms [2020-12-29 22:55:56 main:574] : INFO : Epoch 675 | loss: 0.0311383 | val_loss: 0.0311677 | Time: 1855.42 ms [2020-12-29 22:55:57 main:574] : INFO : Epoch 676 | loss: 0.0311359 | val_loss: 0.0311686 | Time: 1832.54 ms [2020-12-29 22:55:59 main:574] : INFO : Epoch 677 | loss: 0.0311352 | val_loss: 0.0311717 | Time: 1871.94 ms [2020-12-29 22:56:01 main:574] : INFO : Epoch 678 | loss: 0.031138 | val_loss: 0.0311732 | Time: 1841.46 ms [2020-12-29 22:56:03 main:574] : INFO : Epoch 679 | loss: 0.0311356 | val_loss: 0.0311667 | Time: 1846.19 ms [2020-12-29 22:56:05 main:574] : INFO : Epoch 680 | loss: 0.0311352 | val_loss: 0.0311707 | Time: 1830 ms [2020-12-29 22:56:07 main:574] : INFO : Epoch 681 | loss: 0.0311335 | val_loss: 0.0311681 | Time: 1866.93 ms [2020-12-29 22:56:09 main:574] : INFO : Epoch 682 | loss: 0.0311343 | val_loss: 0.0311702 | Time: 1859.34 ms [2020-12-29 22:56:10 main:574] : INFO : Epoch 683 | loss: 0.0311365 | val_loss: 0.0311724 | Time: 1856.2 ms [2020-12-29 22:56:12 main:574] : INFO : Epoch 684 | loss: 0.0311384 | val_loss: 0.0311745 | Time: 1857.41 ms [2020-12-29 22:56:14 main:574] : INFO : Epoch 685 | loss: 0.0311382 | val_loss: 0.0311708 | Time: 1858.54 ms [2020-12-29 22:56:16 main:574] : INFO : Epoch 686 | loss: 0.0311357 | val_loss: 0.0311693 | Time: 1854.37 ms [2020-12-29 22:56:18 main:574] : INFO : Epoch 687 | loss: 0.0311385 | val_loss: 0.0311725 | Time: 1849.68 ms [2020-12-29 22:56:20 main:574] : INFO : Epoch 688 | loss: 0.0311359 | val_loss: 0.0311685 | Time: 1857 ms [2020-12-29 22:56:22 main:574] : INFO : Epoch 689 | loss: 0.0311346 | val_loss: 0.0311705 | Time: 1849.76 ms [2020-12-29 22:56:23 main:574] : INFO : Epoch 690 | loss: 0.0311359 | val_loss: 0.0311683 | Time: 1852.35 ms [2020-12-29 22:56:25 main:574] : INFO : Epoch 691 | loss: 0.0311354 | val_loss: 0.0311719 | Time: 1848.07 ms [2020-12-29 22:56:27 main:574] : INFO : Epoch 692 | loss: 0.0311352 | val_loss: 0.0311705 | Time: 1856.61 ms [2020-12-29 22:56:29 main:574] : INFO : Epoch 693 | loss: 0.0311379 | val_loss: 0.0311646 | Time: 1855.57 ms [2020-12-29 22:56:31 main:574] : INFO : Epoch 694 | loss: 0.0311364 | val_loss: 0.0311643 | Time: 1855.94 ms [2020-12-29 22:56:33 main:574] : INFO : Epoch 695 | loss: 0.0311361 | val_loss: 0.0311718 | Time: 1852.49 ms [2020-12-29 22:56:35 main:574] : INFO : Epoch 696 | loss: 0.0311371 | val_loss: 0.0311674 | Time: 1860.94 ms [2020-12-29 22:56:37 main:574] : INFO : Epoch 697 | loss: 0.0311366 | val_loss: 0.0311699 | Time: 1854.21 ms [2020-12-29 22:56:38 main:574] : INFO : Epoch 698 | loss: 0.0311334 | val_loss: 0.0311659 | Time: 1864.57 ms [2020-12-29 22:56:40 main:574] : INFO : Epoch 699 | loss: 0.031133 | val_loss: 0.0311691 | Time: 1853.04 ms [2020-12-29 22:56:42 main:574] : INFO : Epoch 700 | loss: 0.031132 | val_loss: 0.0311684 | Time: 1860.62 ms [2020-12-29 22:56:44 main:574] : INFO : Epoch 701 | loss: 0.031132 | val_loss: 0.0311685 | Time: 1858.76 ms [2020-12-29 22:56:46 main:574] : INFO : Epoch 702 | loss: 0.0311326 | val_loss: 0.0311689 | Time: 1861.11 ms [2020-12-29 22:56:48 main:574] : INFO : Epoch 703 | loss: 0.0311349 | val_loss: 0.0311695 | Time: 1860.13 ms [2020-12-29 22:56:50 main:574] : INFO : Epoch 704 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 1852.84 ms [2020-12-29 22:56:51 main:574] : INFO : Epoch 705 | loss: 0.0311364 | val_loss: 0.0311742 | Time: 1842.49 ms [2020-12-29 22:56:53 main:574] : INFO : Epoch 706 | loss: 0.0311348 | val_loss: 0.0311734 | Time: 1854.29 ms [2020-12-29 22:56:55 main:574] : INFO : Epoch 707 | loss: 0.0311354 | val_loss: 0.0311733 | Time: 1841.98 ms [2020-12-29 22:56:57 main:574] : INFO : Epoch 708 | loss: 0.0311345 | val_loss: 0.0311713 | Time: 1859.32 ms [2020-12-29 22:56:59 main:574] : INFO : Epoch 709 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 1835.05 ms [2020-12-29 22:57:01 main:574] : INFO : Epoch 710 | loss: 0.0311346 | val_loss: 0.0311687 | Time: 1844.33 ms [2020-12-29 22:57:03 main:574] : INFO : Epoch 711 | loss: 0.0311332 | val_loss: 0.0311735 | Time: 1837.21 ms [2020-12-29 22:57:05 main:574] : INFO : Epoch 712 | loss: 0.0311341 | val_loss: 0.031167 | Time: 1864.88 ms [2020-12-29 22:57:06 main:574] : INFO : Epoch 713 | loss: 0.0311323 | val_loss: 0.0311726 | Time: 1859.21 ms [2020-12-29 22:57:08 main:574] : INFO : Epoch 714 | loss: 0.0311313 | val_loss: 0.0311709 | Time: 1846.56 ms [2020-12-29 22:57:10 main:574] : INFO : Epoch 715 | loss: 0.0311327 | val_loss: 0.031166 | Time: 1838.14 ms [2020-12-29 22:57:12 main:574] : INFO : Epoch 716 | loss: 0.0311331 | val_loss: 0.0311657 | Time: 1848.64 ms [2020-12-29 22:57:14 main:574] : INFO : Epoch 717 | loss: 0.031133 | val_loss: 0.0311668 | Time: 1850.19 ms [2020-12-29 22:57:16 main:574] : INFO : Epoch 718 | loss: 0.0311346 | val_loss: 0.0311705 | Time: 1852.35 ms [2020-12-29 22:57:18 main:574] : INFO : Epoch 719 | loss: 0.0311337 | val_loss: 0.0311765 | Time: 1849.22 ms [2020-12-29 22:57:19 main:574] : INFO : Epoch 720 | loss: 0.0311312 | val_loss: 0.031168 | Time: 1861.72 ms [2020-12-29 22:57:21 main:574] : INFO : Epoch 721 | loss: 0.0311311 | val_loss: 0.0311664 | Time: 1849.57 ms [2020-12-29 22:57:23 main:574] : INFO : Epoch 722 | loss: 0.0311307 | val_loss: 0.0311705 | Time: 1856.54 ms [2020-12-29 22:57:25 main:574] : INFO : Epoch 723 | loss: 0.0311346 | val_loss: 0.0311726 | Time: 1854.27 ms [2020-12-29 22:57:27 main:574] : INFO : Epoch 724 | loss: 0.0311371 | val_loss: 0.0311672 | Time: 1862.47 ms [2020-12-29 22:57:29 main:574] : INFO : Epoch 725 | loss: 0.0311368 | val_loss: 0.0311654 | Time: 1857.19 ms [2020-12-29 22:57:31 main:574] : INFO : Epoch 726 | loss: 0.0311366 | val_loss: 0.031166 | Time: 1855.59 ms [2020-12-29 22:57:32 main:574] : INFO : Epoch 727 | loss: 0.0311333 | val_loss: 0.0311668 | Time: 1850.06 ms [2020-12-29 22:57:34 main:574] : INFO : Epoch 728 | loss: 0.0311352 | val_loss: 0.0311671 | Time: 1840.33 ms [2020-12-29 22:57:36 main:574] : INFO : Epoch 729 | loss: 0.0311325 | val_loss: 0.0311701 | Time: 1858.76 ms [2020-12-29 22:57:38 main:574] : INFO : Epoch 730 | loss: 0.0311347 | val_loss: 0.0311716 | Time: 1872.95 ms [2020-12-29 22:57:40 main:574] : INFO : Epoch 731 | loss: 0.0311364 | val_loss: 0.0311688 | Time: 1837.98 ms [2020-12-29 22:57:42 main:574] : INFO : Epoch 732 | loss: 0.0311344 | val_loss: 0.0311687 | Time: 1857.94 ms [2020-12-29 22:57:44 main:574] : INFO : Epoch 733 | loss: 0.0311353 | val_loss: 0.0311677 | Time: 1865.49 ms [2020-12-29 22:57:46 main:574] : INFO : Epoch 734 | loss: 0.0311359 | val_loss: 0.0311709 | Time: 1856.6 ms [2020-12-29 22:57:47 main:574] : INFO : Epoch 735 | loss: 0.0311328 | val_loss: 0.0311677 | Time: 1854 ms [2020-12-29 22:57:49 main:574] : INFO : Epoch 736 | loss: 0.0311328 | val_loss: 0.0311725 | Time: 1863.57 ms [2020-12-29 22:57:51 main:574] : INFO : Epoch 737 | loss: 0.0311348 | val_loss: 0.0311709 | Time: 1843.39 ms [2020-12-29 22:57:53 main:574] : INFO : Epoch 738 | loss: 0.0311417 | val_loss: 0.0311633 | Time: 1849.81 ms [2020-12-29 22:57:55 main:574] : INFO : Epoch 739 | loss: 0.0311425 | val_loss: 0.0311652 | Time: 1861.77 ms [2020-12-29 22:57:57 main:574] : INFO : Epoch 740 | loss: 0.0311406 | val_loss: 0.0311669 | Time: 1866.75 ms [2020-12-29 22:57:59 main:574] : INFO : Epoch 741 | loss: 0.031142 | val_loss: 0.031168 | Time: 1843.4 ms [2020-12-29 22:58:00 main:574] : INFO : Epoch 742 | loss: 0.0311394 | val_loss: 0.0311669 | Time: 1851.18 ms [2020-12-29 22:58:02 main:574] : INFO : Epoch 743 | loss: 0.0311383 | val_loss: 0.0311649 | Time: 1848.03 ms [2020-12-29 22:58:04 main:574] : INFO : Epoch 744 | loss: 0.0311366 | val_loss: 0.0311666 | Time: 1858.93 ms [2020-12-29 22:58:06 main:574] : INFO : Epoch 745 | loss: 0.0311374 | val_loss: 0.0311676 | Time: 1868.4 ms [2020-12-29 22:58:08 main:574] : INFO : Epoch 746 | loss: 0.0311353 | val_loss: 0.0311677 | Time: 1848.12 ms [2020-12-29 22:58:10 main:574] : INFO : Epoch 747 | loss: 0.0311372 | val_loss: 0.0311711 | Time: 1858.69 ms [2020-12-29 22:58:12 main:574] : INFO : Epoch 748 | loss: 0.0311361 | val_loss: 0.0311646 | Time: 1848.01 ms [2020-12-29 22:58:14 main:574] : INFO : Epoch 749 | loss: 0.0311363 | val_loss: 0.0311692 | Time: 1842.6 ms [2020-12-29 22:58:15 main:574] : INFO : Epoch 750 | loss: 0.0311379 | val_loss: 0.0311667 | Time: 1854.73 ms [2020-12-29 22:58:17 main:574] : INFO : Epoch 751 | loss: 0.0311342 | val_loss: 0.0311646 | Time: 1850.16 ms [2020-12-29 22:58:19 main:574] : INFO : Epoch 752 | loss: 0.0311337 | val_loss: 0.0311646 | Time: 1861.59 ms [2020-12-29 22:58:21 main:574] : INFO : Epoch 753 | loss: 0.0311333 | val_loss: 0.0311657 | Time: 1859.29 ms [2020-12-29 22:58:23 main:574] : INFO : Epoch 754 | loss: 0.0311342 | val_loss: 0.0311668 | Time: 1852.73 ms [2020-12-29 22:58:25 main:574] : INFO : Epoch 755 | loss: 0.031134 | val_loss: 0.0311698 | Time: 1857.01 ms [2020-12-29 22:58:27 main:574] : INFO : Epoch 756 | loss: 0.0311344 | val_loss: 0.031166 | Time: 1856.65 ms [2020-12-29 22:58:28 main:574] : INFO : Epoch 757 | loss: 0.0311351 | val_loss: 0.0311675 | Time: 1846.87 ms [2020-12-29 22:58:30 main:574] : INFO : Epoch 758 | loss: 0.0311351 | val_loss: 0.0311663 | Time: 1844.45 ms [2020-12-29 22:58:32 main:574] : INFO : Epoch 759 | loss: 0.031136 | val_loss: 0.0311719 | Time: 1860.23 ms [2020-12-29 22:58:34 main:574] : INFO : Epoch 760 | loss: 0.0311405 | val_loss: 0.0311676 | Time: 1872.24 ms [2020-12-29 22:58:36 main:574] : INFO : Epoch 761 | loss: 0.031148 | val_loss: 0.0311713 | Time: 1842.07 ms [2020-12-29 22:58:38 main:574] : INFO : Epoch 762 | loss: 0.0311529 | val_loss: 0.0311688 | Time: 1858.32 ms [2020-12-29 22:58:40 main:574] : INFO : Epoch 763 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 1844.83 ms [2020-12-29 22:58:41 main:574] : INFO : Epoch 764 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 1854.89 ms [2020-12-29 22:58:43 main:574] : INFO : Epoch 765 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1841.05 ms [2020-12-29 22:58:45 main:574] : INFO : Epoch 766 | loss: 0.0311458 | val_loss: 0.0311643 | Time: 1843.74 ms [2020-12-29 22:58:47 main:574] : INFO : Epoch 767 | loss: 0.0311447 | val_loss: 0.0311669 | Time: 1836.3 ms [2020-12-29 22:58:49 main:574] : INFO : Epoch 768 | loss: 0.0311456 | val_loss: 0.0311678 | Time: 1853.39 ms [2020-12-29 22:58:51 main:574] : INFO : Epoch 769 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 1870.26 ms [2020-12-29 22:58:53 main:574] : INFO : Epoch 770 | loss: 0.0311416 | val_loss: 0.0311611 | Time: 1862.24 ms [2020-12-29 22:58:54 main:574] : INFO : Epoch 771 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 1825.38 ms [2020-12-29 22:58:56 main:574] : INFO : Epoch 772 | loss: 0.0311419 | val_loss: 0.0311609 | Time: 1859.76 ms [2020-12-29 22:58:58 main:574] : INFO : Epoch 773 | loss: 0.0311402 | val_loss: 0.0311617 | Time: 1855.45 ms [2020-12-29 22:59:00 main:574] : INFO : Epoch 774 | loss: 0.0311402 | val_loss: 0.0311657 | Time: 1851.82 ms [2020-12-29 22:59:02 main:574] : INFO : Epoch 775 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 1863.29 ms [2020-12-29 22:59:04 main:574] : INFO : Epoch 776 | loss: 0.0311386 | val_loss: 0.0311631 | Time: 1856.74 ms [2020-12-29 22:59:06 main:574] : INFO : Epoch 777 | loss: 0.0311391 | val_loss: 0.0311631 | Time: 1838.14 ms [2020-12-29 22:59:08 main:574] : INFO : Epoch 778 | loss: 0.031139 | val_loss: 0.0311663 | Time: 1855.17 ms [2020-12-29 22:59:09 main:574] : INFO : Epoch 779 | loss: 0.0311382 | val_loss: 0.0311641 | Time: 1854.51 ms [2020-12-29 22:59:11 main:574] : INFO : Epoch 780 | loss: 0.0311389 | val_loss: 0.0311647 | Time: 1838.24 ms [2020-12-29 22:59:13 main:574] : INFO : Epoch 781 | loss: 0.0311402 | val_loss: 0.0311646 | Time: 1838.55 ms [2020-12-29 22:59:15 main:574] : INFO : Epoch 782 | loss: 0.0311415 | val_loss: 0.0311756 | Time: 1858.53 ms [2020-12-29 22:59:17 main:574] : INFO : Epoch 783 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 1844.61 ms [2020-12-29 22:59:19 main:574] : INFO : Epoch 784 | loss: 0.0311421 | val_loss: 0.0311669 | Time: 1855.46 ms [2020-12-29 22:59:21 main:574] : INFO : Epoch 785 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 1855.76 ms [2020-12-29 22:59:22 main:574] : INFO : Epoch 786 | loss: 0.0311396 | val_loss: 0.0311638 | Time: 1852.27 ms [2020-12-29 22:59:24 main:574] : INFO : Epoch 787 | loss: 0.0311389 | val_loss: 0.0311647 | Time: 1835.45 ms [2020-12-29 22:59:26 main:574] : INFO : Epoch 788 | loss: 0.0311411 | val_loss: 0.0311685 | Time: 1850 ms [2020-12-29 22:59:28 main:574] : INFO : Epoch 789 | loss: 0.0311411 | val_loss: 0.0311688 | Time: 1863.78 ms [2020-12-29 22:59:30 main:574] : INFO : Epoch 790 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 1850.45 ms [2020-12-29 22:59:32 main:574] : INFO : Epoch 791 | loss: 0.0311416 | val_loss: 0.0311673 | Time: 1835.26 ms [2020-12-29 22:59:34 main:574] : INFO : Epoch 792 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 1860.54 ms [2020-12-29 22:59:35 main:574] : INFO : Epoch 793 | loss: 0.031138 | val_loss: 0.0311661 | Time: 1859.7 ms [2020-12-29 22:59:37 main:574] : INFO : Epoch 794 | loss: 0.0311399 | val_loss: 0.031173 | Time: 1859.86 ms [2020-12-29 22:59:39 main:574] : INFO : Epoch 795 | loss: 0.0311405 | val_loss: 0.0311725 | Time: 1836.91 ms [2020-12-29 22:59:41 main:574] : INFO : Epoch 796 | loss: 0.031138 | val_loss: 0.0311631 | Time: 1858.47 ms [2020-12-29 22:59:43 main:574] : INFO : Epoch 797 | loss: 0.031141 | val_loss: 0.0311706 | Time: 1841.3 ms [2020-12-29 22:59:45 main:574] : INFO : Epoch 798 | loss: 0.0311425 | val_loss: 0.0311712 | Time: 1858.58 ms [2020-12-29 22:59:47 main:574] : INFO : Epoch 799 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 1850.44 ms [2020-12-29 22:59:49 main:574] : INFO : Epoch 800 | loss: 0.0311378 | val_loss: 0.0311724 | Time: 1869.3 ms [2020-12-29 22:59:50 main:574] : INFO : Epoch 801 | loss: 0.0311378 | val_loss: 0.0311716 | Time: 1842.88 ms [2020-12-29 22:59:52 main:574] : INFO : Epoch 802 | loss: 0.0311378 | val_loss: 0.031171 | Time: 1856.34 ms [2020-12-29 22:59:54 main:574] : INFO : Epoch 803 | loss: 0.0311371 | val_loss: 0.031166 | Time: 1831.84 ms [2020-12-29 22:59:56 main:574] : INFO : Epoch 804 | loss: 0.0311378 | val_loss: 0.0311684 | Time: 1862.35 ms [2020-12-29 22:59:58 main:574] : INFO : Epoch 805 | loss: 0.0311377 | val_loss: 0.0311693 | Time: 1856.41 ms [2020-12-29 23:00:00 main:574] : INFO : Epoch 806 | loss: 0.03114 | val_loss: 0.0311697 | Time: 1849.49 ms [2020-12-29 23:00:02 main:574] : INFO : Epoch 807 | loss: 0.0311411 | val_loss: 0.0311703 | Time: 1851.49 ms [2020-12-29 23:00:03 main:574] : INFO : Epoch 808 | loss: 0.0311415 | val_loss: 0.0311704 | Time: 1852.83 ms [2020-12-29 23:00:05 main:574] : INFO : Epoch 809 | loss: 0.0311404 | val_loss: 0.0311729 | Time: 1841.23 ms [2020-12-29 23:00:07 main:574] : INFO : Epoch 810 | loss: 0.0311385 | val_loss: 0.0311683 | Time: 1853.62 ms [2020-12-29 23:00:09 main:574] : INFO : Epoch 811 | loss: 0.0311384 | val_loss: 0.0311684 | Time: 1850.55 ms [2020-12-29 23:00:11 main:574] : INFO : Epoch 812 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 1853.81 ms [2020-12-29 23:00:13 main:574] : INFO : Epoch 813 | loss: 0.0311383 | val_loss: 0.0311774 | Time: 1847.83 ms [2020-12-29 23:00:15 main:574] : INFO : Epoch 814 | loss: 0.0311424 | val_loss: 0.0311699 | Time: 1856.76 ms [2020-12-29 23:00:16 main:574] : INFO : Epoch 815 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 1854.77 ms [2020-12-29 23:00:18 main:574] : INFO : Epoch 816 | loss: 0.0311416 | val_loss: 0.0311713 | Time: 1868.23 ms [2020-12-29 23:00:20 main:574] : INFO : Epoch 817 | loss: 0.0311422 | val_loss: 0.0311699 | Time: 1841.06 ms [2020-12-29 23:00:22 main:574] : INFO : Epoch 818 | loss: 0.0311418 | val_loss: 0.031171 | Time: 1846.87 ms [2020-12-29 23:00:24 main:574] : INFO : Epoch 819 | loss: 0.0311519 | val_loss: 0.0312636 | Time: 1818.97 ms [2020-12-29 23:00:26 main:574] : INFO : Epoch 820 | loss: 0.045755 | val_loss: 0.0427614 | Time: 1837.91 ms [2020-12-29 23:00:28 main:574] : INFO : Epoch 821 | loss: 0.041727 | val_loss: 0.0362495 | Time: 1836.33 ms [2020-12-29 23:00:29 main:574] : INFO : Epoch 822 | loss: 0.0325731 | val_loss: 0.0318965 | Time: 1856.64 ms [2020-12-29 23:00:31 main:574] : INFO : Epoch 823 | loss: 0.0314366 | val_loss: 0.0312843 | Time: 1824.25 ms [2020-12-29 23:00:33 main:574] : INFO : Epoch 824 | loss: 0.0312669 | val_loss: 0.0312379 | Time: 1850.2 ms [2020-12-29 23:00:35 main:574] : INFO : Epoch 825 | loss: 0.03124 | val_loss: 0.0312315 | Time: 1837.35 ms [2020-12-29 23:00:37 main:574] : INFO : Epoch 826 | loss: 0.0312289 | val_loss: 0.0312217 | Time: 1833.69 ms [2020-12-29 23:00:39 main:574] : INFO : Epoch 827 | loss: 0.0312165 | val_loss: 0.0312118 | Time: 1851.69 ms [2020-12-29 23:00:41 main:574] : INFO : Epoch 828 | loss: 0.0312074 | val_loss: 0.0312046 | Time: 1831.95 ms [2020-12-29 23:00:42 main:574] : INFO : Epoch 829 | loss: 0.031199 | val_loss: 0.031196 | Time: 1835.65 ms [2020-12-29 23:00:44 main:574] : INFO : Epoch 830 | loss: 0.031191 | val_loss: 0.0311885 | Time: 1847.44 ms [2020-12-29 23:00:46 main:574] : INFO : Epoch 831 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 1839.51 ms [2020-12-29 23:00:48 main:574] : INFO : Epoch 832 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 1861.94 ms [2020-12-29 23:00:50 main:574] : INFO : Epoch 833 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1856.27 ms [2020-12-29 23:00:52 main:574] : INFO : Epoch 834 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1841.69 ms [2020-12-29 23:00:54 main:574] : INFO : Epoch 835 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1838.2 ms [2020-12-29 23:00:55 main:574] : INFO : Epoch 836 | loss: 0.0311652 | val_loss: 0.0311715 | Time: 1858.2 ms [2020-12-29 23:00:57 main:574] : INFO : Epoch 837 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 1862.05 ms [2020-12-29 23:00:59 main:574] : INFO : Epoch 838 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1852.16 ms [2020-12-29 23:01:01 main:574] : INFO : Epoch 839 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 1852.54 ms [2020-12-29 23:01:03 main:574] : INFO : Epoch 840 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 1855.73 ms [2020-12-29 23:01:05 main:574] : INFO : Epoch 841 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 1849.24 ms [2020-12-29 23:01:07 main:574] : INFO : Epoch 842 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1846.72 ms [2020-12-29 23:01:08 main:574] : INFO : Epoch 843 | loss: 0.0311557 | val_loss: 0.0311654 | Time: 1846.07 ms [2020-12-29 23:01:10 main:574] : INFO : Epoch 844 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 1863.75 ms [2020-12-29 23:01:12 main:574] : INFO : Epoch 845 | loss: 0.0311542 | val_loss: 0.0311648 | Time: 1833.52 ms [2020-12-29 23:01:14 main:574] : INFO : Epoch 846 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1851.02 ms [2020-12-29 23:01:16 main:574] : INFO : Epoch 847 | loss: 0.0311533 | val_loss: 0.031165 | Time: 1841.77 ms [2020-12-29 23:01:18 main:574] : INFO : Epoch 848 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1857.13 ms [2020-12-29 23:01:20 main:574] : INFO : Epoch 849 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 1849.32 ms [2020-12-29 23:01:21 main:574] : INFO : Epoch 850 | loss: 0.0311518 | val_loss: 0.0311642 | Time: 1854.79 ms [2020-12-29 23:01:23 main:574] : INFO : Epoch 851 | loss: 0.0311515 | val_loss: 0.0311643 | Time: 1858.59 ms [2020-12-29 23:01:25 main:574] : INFO : Epoch 852 | loss: 0.0311513 | val_loss: 0.0311638 | Time: 1855.39 ms [2020-12-29 23:01:27 main:574] : INFO : Epoch 853 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1855.31 ms [2020-12-29 23:01:29 main:574] : INFO : Epoch 854 | loss: 0.0311514 | val_loss: 0.0311652 | Time: 1858.85 ms [2020-12-29 23:01:31 main:574] : INFO : Epoch 855 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1850.58 ms [2020-12-29 23:01:33 main:574] : INFO : Epoch 856 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 1850.95 ms [2020-12-29 23:01:34 main:574] : INFO : Epoch 857 | loss: 0.0311501 | val_loss: 0.0311647 | Time: 1844.9 ms [2020-12-29 23:01:36 main:574] : INFO : Epoch 858 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 1856.83 ms [2020-12-29 23:01:38 main:574] : INFO : Epoch 859 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 1852.03 ms [2020-12-29 23:01:40 main:574] : INFO : Epoch 860 | loss: 0.031149 | val_loss: 0.0311643 | Time: 1851.66 ms [2020-12-29 23:01:42 main:574] : INFO : Epoch 861 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1840.4 ms [2020-12-29 23:01:44 main:574] : INFO : Epoch 862 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1852.26 ms [2020-12-29 23:01:46 main:574] : INFO : Epoch 863 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 1832.96 ms [2020-12-29 23:01:48 main:574] : INFO : Epoch 864 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 1855.97 ms [2020-12-29 23:01:49 main:574] : INFO : Epoch 865 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1848.08 ms [2020-12-29 23:01:51 main:574] : INFO : Epoch 866 | loss: 0.0311475 | val_loss: 0.0311645 | Time: 1865.11 ms [2020-12-29 23:01:53 main:574] : INFO : Epoch 867 | loss: 0.0311477 | val_loss: 0.0311637 | Time: 1843.62 ms [2020-12-29 23:01:55 main:574] : INFO : Epoch 868 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 1860.34 ms [2020-12-29 23:01:57 main:574] : INFO : Epoch 869 | loss: 0.031147 | val_loss: 0.0311619 | Time: 1859.95 ms [2020-12-29 23:01:59 main:574] : INFO : Epoch 870 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 1839.79 ms [2020-12-29 23:02:01 main:574] : INFO : Epoch 871 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 1855.76 ms [2020-12-29 23:02:02 main:574] : INFO : Epoch 872 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 1863.08 ms [2020-12-29 23:02:04 main:574] : INFO : Epoch 873 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 1852.29 ms [2020-12-29 23:02:06 main:574] : INFO : Epoch 874 | loss: 0.031146 | val_loss: 0.0311626 | Time: 1851 ms [2020-12-29 23:02:08 main:574] : INFO : Epoch 875 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 1835.17 ms [2020-12-29 23:02:10 main:574] : INFO : Epoch 876 | loss: 0.0311464 | val_loss: 0.031164 | Time: 1858.01 ms [2020-12-29 23:02:12 main:574] : INFO : Epoch 877 | loss: 0.0311467 | val_loss: 0.0311624 | Time: 1834.62 ms [2020-12-29 23:02:14 main:574] : INFO : Epoch 878 | loss: 0.0311457 | val_loss: 0.0311618 | Time: 1854.8 ms [2020-12-29 23:02:15 main:574] : INFO : Epoch 879 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1838.14 ms [2020-12-29 23:02:17 main:574] : INFO : Epoch 880 | loss: 0.0311454 | val_loss: 0.0311623 | Time: 1856.65 ms [2020-12-29 23:02:19 main:574] : INFO : Epoch 881 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 1839.04 ms [2020-12-29 23:02:21 main:574] : INFO : Epoch 882 | loss: 0.0311458 | val_loss: 0.0311629 | Time: 1851.86 ms [2020-12-29 23:02:23 main:574] : INFO : Epoch 883 | loss: 0.0311456 | val_loss: 0.0311611 | Time: 1823.82 ms [2020-12-29 23:02:25 main:574] : INFO : Epoch 884 | loss: 0.0311447 | val_loss: 0.0311619 | Time: 1859.02 ms [2020-12-29 23:02:27 main:574] : INFO : Epoch 885 | loss: 0.0311443 | val_loss: 0.0311617 | Time: 1855.17 ms [2020-12-29 23:02:28 main:574] : INFO : Epoch 886 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 1847.88 ms [2020-12-29 23:02:30 main:574] : INFO : Epoch 887 | loss: 0.0311434 | val_loss: 0.0311622 | Time: 1835.09 ms [2020-12-29 23:02:32 main:574] : INFO : Epoch 888 | loss: 0.031144 | val_loss: 0.0311623 | Time: 1849.06 ms [2020-12-29 23:02:34 main:574] : INFO : Epoch 889 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 1852.09 ms [2020-12-29 23:02:36 main:574] : INFO : Epoch 890 | loss: 0.0311458 | val_loss: 0.0311628 | Time: 1846 ms [2020-12-29 23:02:38 main:574] : INFO : Epoch 891 | loss: 0.0311465 | val_loss: 0.0311633 | Time: 1823.11 ms [2020-12-29 23:02:40 main:574] : INFO : Epoch 892 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 1857.6 ms [2020-12-29 23:02:41 main:574] : INFO : Epoch 893 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1854.29 ms [2020-12-29 23:02:43 main:574] : INFO : Epoch 894 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 1862.73 ms [2020-12-29 23:02:45 main:574] : INFO : Epoch 895 | loss: 0.0311454 | val_loss: 0.031163 | Time: 1850.94 ms [2020-12-29 23:02:47 main:574] : INFO : Epoch 896 | loss: 0.0311449 | val_loss: 0.0311615 | Time: 1849.15 ms [2020-12-29 23:02:49 main:574] : INFO : Epoch 897 | loss: 0.0311436 | val_loss: 0.031162 | Time: 1840.12 ms [2020-12-29 23:02:51 main:574] : INFO : Epoch 898 | loss: 0.0311441 | val_loss: 0.0311628 | Time: 1856.75 ms [2020-12-29 23:02:53 main:574] : INFO : Epoch 899 | loss: 0.031144 | val_loss: 0.0311614 | Time: 1846.62 ms [2020-12-29 23:02:54 main:574] : INFO : Epoch 900 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 1855.78 ms [2020-12-29 23:02:56 main:574] : INFO : Epoch 901 | loss: 0.0311438 | val_loss: 0.0311613 | Time: 1853.27 ms [2020-12-29 23:02:58 main:574] : INFO : Epoch 902 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 1850.94 ms [2020-12-29 23:03:00 main:574] : INFO : Epoch 903 | loss: 0.031143 | val_loss: 0.0311612 | Time: 1838.67 ms [2020-12-29 23:03:02 main:574] : INFO : Epoch 904 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 1860.53 ms [2020-12-29 23:03:04 main:574] : INFO : Epoch 905 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 1849.58 ms [2020-12-29 23:03:06 main:574] : INFO : Epoch 906 | loss: 0.031143 | val_loss: 0.0311615 | Time: 1855.14 ms [2020-12-29 23:03:07 main:574] : INFO : Epoch 907 | loss: 0.031143 | val_loss: 0.0311611 | Time: 1840.25 ms [2020-12-29 23:03:09 main:574] : INFO : Epoch 908 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 1860.17 ms [2020-12-29 23:03:11 main:574] : INFO : Epoch 909 | loss: 0.0311428 | val_loss: 0.0311604 | Time: 1866.08 ms [2020-12-29 23:03:13 main:574] : INFO : Epoch 910 | loss: 0.0311419 | val_loss: 0.0311604 | Time: 1849.41 ms [2020-12-29 23:03:15 main:574] : INFO : Epoch 911 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 1858.88 ms [2020-12-29 23:03:17 main:574] : INFO : Epoch 912 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 1840.82 ms [2020-12-29 23:03:19 main:574] : INFO : Epoch 913 | loss: 0.0311425 | val_loss: 0.0311628 | Time: 1860.21 ms [2020-12-29 23:03:20 main:574] : INFO : Epoch 914 | loss: 0.0311425 | val_loss: 0.0311635 | Time: 1848.96 ms [2020-12-29 23:03:22 main:574] : INFO : Epoch 915 | loss: 0.0311424 | val_loss: 0.0311613 | Time: 1838.94 ms [2020-12-29 23:03:24 main:574] : INFO : Epoch 916 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 1854.49 ms [2020-12-29 23:03:26 main:574] : INFO : Epoch 917 | loss: 0.0311416 | val_loss: 0.0311624 | Time: 1857.48 ms [2020-12-29 23:03:28 main:574] : INFO : Epoch 918 | loss: 0.0311417 | val_loss: 0.0311629 | Time: 1848.69 ms [2020-12-29 23:03:30 main:574] : INFO : Epoch 919 | loss: 0.0311414 | val_loss: 0.0311618 | Time: 1829.38 ms [2020-12-29 23:03:32 main:574] : INFO : Epoch 920 | loss: 0.0311409 | val_loss: 0.0311624 | Time: 1864.05 ms [2020-12-29 23:03:34 main:574] : INFO : Epoch 921 | loss: 0.0311413 | val_loss: 0.0311614 | Time: 1854.4 ms [2020-12-29 23:03:35 main:574] : INFO : Epoch 922 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 1845.45 ms [2020-12-29 23:03:37 main:574] : INFO : Epoch 923 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 1853.33 ms [2020-12-29 23:03:39 main:574] : INFO : Epoch 924 | loss: 0.0311414 | val_loss: 0.0311613 | Time: 1851.87 ms [2020-12-29 23:03:41 main:574] : INFO : Epoch 925 | loss: 0.031142 | val_loss: 0.0311622 | Time: 1844.8 ms [2020-12-29 23:03:43 main:574] : INFO : Epoch 926 | loss: 0.031142 | val_loss: 0.0311608 | Time: 1847.12 ms [2020-12-29 23:03:45 main:574] : INFO : Epoch 927 | loss: 0.0311404 | val_loss: 0.0311616 | Time: 1851.29 ms [2020-12-29 23:03:47 main:574] : INFO : Epoch 928 | loss: 0.0311408 | val_loss: 0.0311611 | Time: 1865.38 ms [2020-12-29 23:03:48 main:574] : INFO : Epoch 929 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 1853.38 ms [2020-12-29 23:03:50 main:574] : INFO : Epoch 930 | loss: 0.0311394 | val_loss: 0.0311608 | Time: 1853.77 ms [2020-12-29 23:03:52 main:574] : INFO : Epoch 931 | loss: 0.0311387 | val_loss: 0.0311595 | Time: 1854.45 ms [2020-12-29 23:03:54 main:574] : INFO : Epoch 932 | loss: 0.0311374 | val_loss: 0.0311604 | Time: 1864.67 ms [2020-12-29 23:03:56 main:574] : INFO : Epoch 933 | loss: 0.0311372 | val_loss: 0.031162 | Time: 1845.57 ms [2020-12-29 23:03:58 main:574] : INFO : Epoch 934 | loss: 0.0311362 | val_loss: 0.0311621 | Time: 1847.05 ms [2020-12-29 23:04:00 main:574] : INFO : Epoch 935 | loss: 0.0311376 | val_loss: 0.0311637 | Time: 1836.59 ms [2020-12-29 23:04:01 main:574] : INFO : Epoch 936 | loss: 0.031137 | val_loss: 0.031165 | Time: 1856.75 ms [2020-12-29 23:04:03 main:574] : INFO : Epoch 937 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 1837.27 ms [2020-12-29 23:04:05 main:574] : INFO : Epoch 938 | loss: 0.0311396 | val_loss: 0.031165 | Time: 1845.4 ms [2020-12-29 23:04:07 main:574] : INFO : Epoch 939 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 1834.05 ms [2020-12-29 23:04:09 main:574] : INFO : Epoch 940 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 1860.23 ms [2020-12-29 23:04:11 main:574] : INFO : Epoch 941 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 1848.05 ms [2020-12-29 23:04:13 main:574] : INFO : Epoch 942 | loss: 0.0311409 | val_loss: 0.0311665 | Time: 1855.18 ms [2020-12-29 23:04:14 main:574] : INFO : Epoch 943 | loss: 0.0311414 | val_loss: 0.0311635 | Time: 1844.99 ms [2020-12-29 23:04:16 main:574] : INFO : Epoch 944 | loss: 0.0311411 | val_loss: 0.0311629 | Time: 1849.65 ms [2020-12-29 23:04:18 main:574] : INFO : Epoch 945 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 1851.3 ms [2020-12-29 23:04:20 main:574] : INFO : Epoch 946 | loss: 0.0311449 | val_loss: 0.031163 | Time: 1824.83 ms [2020-12-29 23:04:22 main:574] : INFO : Epoch 947 | loss: 0.0311452 | val_loss: 0.0311616 | Time: 1848.98 ms [2020-12-29 23:04:24 main:574] : INFO : Epoch 948 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 1853.01 ms [2020-12-29 23:04:26 main:574] : INFO : Epoch 949 | loss: 0.0311451 | val_loss: 0.031164 | Time: 1840.61 ms [2020-12-29 23:04:27 main:574] : INFO : Epoch 950 | loss: 0.0311432 | val_loss: 0.031165 | Time: 1850.99 ms [2020-12-29 23:04:29 main:574] : INFO : Epoch 951 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 1844.33 ms [2020-12-29 23:04:31 main:574] : INFO : Epoch 952 | loss: 0.0311425 | val_loss: 0.0311635 | Time: 1857.62 ms [2020-12-29 23:04:33 main:574] : INFO : Epoch 953 | loss: 0.0311429 | val_loss: 0.0311649 | Time: 1849.7 ms [2020-12-29 23:04:35 main:574] : INFO : Epoch 954 | loss: 0.0311425 | val_loss: 0.0311639 | Time: 1851.08 ms [2020-12-29 23:04:37 main:574] : INFO : Epoch 955 | loss: 0.0311427 | val_loss: 0.0311663 | Time: 1837.69 ms [2020-12-29 23:04:39 main:574] : INFO : Epoch 956 | loss: 0.0311431 | val_loss: 0.031165 | Time: 1851.54 ms [2020-12-29 23:04:40 main:574] : INFO : Epoch 957 | loss: 0.0311423 | val_loss: 0.0311655 | Time: 1857.85 ms [2020-12-29 23:04:42 main:574] : INFO : Epoch 958 | loss: 0.0311434 | val_loss: 0.031167 | Time: 1858.4 ms [2020-12-29 23:04:44 main:574] : INFO : Epoch 959 | loss: 0.0311442 | val_loss: 0.0311631 | Time: 1847.7 ms [2020-12-29 23:04:46 main:574] : INFO : Epoch 960 | loss: 0.0311434 | val_loss: 0.0311671 | Time: 1847.13 ms [2020-12-29 23:04:48 main:574] : INFO : Epoch 961 | loss: 0.0311416 | val_loss: 0.0311658 | Time: 1851.62 ms [2020-12-29 23:04:50 main:574] : INFO : Epoch 962 | loss: 0.0311403 | val_loss: 0.0311653 | Time: 1857.71 ms [2020-12-29 23:04:52 main:574] : INFO : Epoch 963 | loss: 0.0311424 | val_loss: 0.031167 | Time: 1829.51 ms [2020-12-29 23:04:53 main:574] : INFO : Epoch 964 | loss: 0.0311438 | val_loss: 0.0311691 | Time: 1847.46 ms [2020-12-29 23:04:55 main:574] : INFO : Epoch 965 | loss: 0.0311435 | val_loss: 0.0311641 | Time: 1835.88 ms [2020-12-29 23:04:57 main:574] : INFO : Epoch 966 | loss: 0.0311406 | val_loss: 0.0311636 | Time: 1845.6 ms [2020-12-29 23:04:59 main:574] : INFO : Epoch 967 | loss: 0.0311405 | val_loss: 0.0311663 | Time: 1841.48 ms [2020-12-29 23:05:01 main:574] : INFO : Epoch 968 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 1850.88 ms [2020-12-29 23:05:03 main:574] : INFO : Epoch 969 | loss: 0.0311394 | val_loss: 0.0311706 | Time: 1854.56 ms [2020-12-29 23:05:05 main:574] : INFO : Epoch 970 | loss: 0.0311447 | val_loss: 0.0311671 | Time: 1863.4 ms [2020-12-29 23:05:06 main:574] : INFO : Epoch 971 | loss: 0.031148 | val_loss: 0.031169 | Time: 1833.23 ms [2020-12-29 23:05:08 main:574] : INFO : Epoch 972 | loss: 0.0311451 | val_loss: 0.0311711 | Time: 1860.16 ms [2020-12-29 23:05:10 main:574] : INFO : Epoch 973 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 1856.24 ms [2020-12-29 23:05:12 main:574] : INFO : Epoch 974 | loss: 0.0311425 | val_loss: 0.0311692 | Time: 1843.16 ms [2020-12-29 23:05:14 main:574] : INFO : Epoch 975 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 1839.25 ms [2020-12-29 23:05:16 main:574] : INFO : Epoch 976 | loss: 0.0311419 | val_loss: 0.0311674 | Time: 1853.23 ms [2020-12-29 23:05:18 main:574] : INFO : Epoch 977 | loss: 0.0311408 | val_loss: 0.0311685 | Time: 1839.08 ms [2020-12-29 23:05:19 main:574] : INFO : Epoch 978 | loss: 0.0311406 | val_loss: 0.031168 | Time: 1856.53 ms [2020-12-29 23:05:21 main:574] : INFO : Epoch 979 | loss: 0.0311405 | val_loss: 0.031168 | Time: 1845.44 ms [2020-12-29 23:05:23 main:574] : INFO : Epoch 980 | loss: 0.0311418 | val_loss: 0.0311696 | Time: 1856.27 ms [2020-12-29 23:05:25 main:574] : INFO : Epoch 981 | loss: 0.0311412 | val_loss: 0.0311688 | Time: 1837.79 ms [2020-12-29 23:05:27 main:574] : INFO : Epoch 982 | loss: 0.0311412 | val_loss: 0.0311699 | Time: 1854.45 ms [2020-12-29 23:05:29 main:574] : INFO : Epoch 983 | loss: 0.0311409 | val_loss: 0.03117 | Time: 1849.73 ms [2020-12-29 23:05:31 main:574] : INFO : Epoch 984 | loss: 0.0311399 | val_loss: 0.031174 | Time: 1854.1 ms [2020-12-29 23:05:33 main:574] : INFO : Epoch 985 | loss: 0.0311409 | val_loss: 0.0311703 | Time: 1856.95 ms [2020-12-29 23:05:34 main:574] : INFO : Epoch 986 | loss: 0.0311413 | val_loss: 0.0311685 | Time: 1840.63 ms [2020-12-29 23:05:36 main:574] : INFO : Epoch 987 | loss: 0.0311413 | val_loss: 0.0311695 | Time: 1841.64 ms [2020-12-29 23:05:38 main:574] : INFO : Epoch 988 | loss: 0.0311405 | val_loss: 0.0311689 | Time: 1851.54 ms [2020-12-29 23:05:40 main:574] : INFO : Epoch 989 | loss: 0.0311401 | val_loss: 0.0311713 | Time: 1831.65 ms [2020-12-29 23:05:42 main:574] : INFO : Epoch 990 | loss: 0.031141 | val_loss: 0.0311709 | Time: 1848.16 ms [2020-12-29 23:05:44 main:574] : INFO : Epoch 991 | loss: 0.0311423 | val_loss: 0.0311654 | Time: 1840.23 ms [2020-12-29 23:05:46 main:574] : INFO : Epoch 992 | loss: 0.0311412 | val_loss: 0.0311668 | Time: 1857.94 ms [2020-12-29 23:05:47 main:574] : INFO : Epoch 993 | loss: 0.031142 | val_loss: 0.0311726 | Time: 1851.87 ms [2020-12-29 23:05:49 main:574] : INFO : Epoch 994 | loss: 0.0311414 | val_loss: 0.0311689 | Time: 1851.26 ms [2020-12-29 23:05:51 main:574] : INFO : Epoch 995 | loss: 0.0311412 | val_loss: 0.0311741 | Time: 1841.53 ms [2020-12-29 23:05:53 main:574] : INFO : Epoch 996 | loss: 0.0311414 | val_loss: 0.0311707 | Time: 1849.92 ms [2020-12-29 23:05:55 main:574] : INFO : Epoch 997 | loss: 0.0311405 | val_loss: 0.0311689 | Time: 1857.35 ms [2020-12-29 23:05:57 main:574] : INFO : Epoch 998 | loss: 0.0311402 | val_loss: 0.0311706 | Time: 1847.37 ms [2020-12-29 23:05:58 main:574] : INFO : Epoch 999 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 1839.86 ms [2020-12-29 23:06:00 main:574] : INFO : Epoch 1000 | loss: 0.03114 | val_loss: 0.0311679 | Time: 1864.9 ms [2020-12-29 23:06:02 main:574] : INFO : Epoch 1001 | loss: 0.0311392 | val_loss: 0.0311696 | Time: 1834.63 ms [2020-12-29 23:06:04 main:574] : INFO : Epoch 1002 | loss: 0.0311386 | val_loss: 0.0311665 | Time: 1861.92 ms [2020-12-29 23:06:06 main:574] : INFO : Epoch 1003 | loss: 0.0311376 | val_loss: 0.0311642 | Time: 1853.23 ms [2020-12-29 23:06:08 main:574] : INFO : Epoch 1004 | loss: 0.031139 | val_loss: 0.0311652 | Time: 1856 ms [2020-12-29 23:06:10 main:574] : INFO : Epoch 1005 | loss: 0.0311403 | val_loss: 0.0311649 | Time: 1826.03 ms [2020-12-29 23:06:11 main:574] : INFO : Epoch 1006 | loss: 0.031139 | val_loss: 0.0311677 | Time: 1836.24 ms [2020-12-29 23:06:13 main:574] : INFO : Epoch 1007 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 1851.57 ms [2020-12-29 23:06:15 main:574] : INFO : Epoch 1008 | loss: 0.0311387 | val_loss: 0.0311648 | Time: 1851.22 ms [2020-12-29 23:06:17 main:574] : INFO : Epoch 1009 | loss: 0.0311398 | val_loss: 0.0311671 | Time: 1845.02 ms [2020-12-29 23:06:19 main:574] : INFO : Epoch 1010 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 1825.4 ms [2020-12-29 23:06:21 main:574] : INFO : Epoch 1011 | loss: 0.031141 | val_loss: 0.03117 | Time: 1845.56 ms [2020-12-29 23:06:23 main:574] : INFO : Epoch 1012 | loss: 0.0311436 | val_loss: 0.0311683 | Time: 1847.27 ms [2020-12-29 23:06:24 main:574] : INFO : Epoch 1013 | loss: 0.0311456 | val_loss: 0.0311674 | Time: 1843.62 ms [2020-12-29 23:06:26 main:574] : INFO : Epoch 1014 | loss: 0.0311462 | val_loss: 0.0311675 | Time: 1852.66 ms [2020-12-29 23:06:28 main:574] : INFO : Epoch 1015 | loss: 0.0311471 | val_loss: 0.0311693 | Time: 1843.52 ms [2020-12-29 23:06:30 main:574] : INFO : Epoch 1016 | loss: 0.0311475 | val_loss: 0.0311696 | Time: 1857.07 ms [2020-12-29 23:06:32 main:574] : INFO : Epoch 1017 | loss: 0.0311464 | val_loss: 0.031169 | Time: 1839.46 ms [2020-12-29 23:06:34 main:574] : INFO : Epoch 1018 | loss: 0.0311456 | val_loss: 0.0311669 | Time: 1855.36 ms [2020-12-29 23:06:36 main:574] : INFO : Epoch 1019 | loss: 0.0311444 | val_loss: 0.031168 | Time: 1859.71 ms [2020-12-29 23:06:38 main:574] : INFO : Epoch 1020 | loss: 0.0311427 | val_loss: 0.0311666 | Time: 1838.56 ms [2020-12-29 23:06:39 main:574] : INFO : Epoch 1021 | loss: 0.031141 | val_loss: 0.031166 | Time: 1838.22 ms [2020-12-29 23:06:41 main:574] : INFO : Epoch 1022 | loss: 0.0311406 | val_loss: 0.0311651 | Time: 1849.16 ms [2020-12-29 23:06:43 main:574] : INFO : Epoch 1023 | loss: 0.0311399 | val_loss: 0.031166 | Time: 1853.45 ms [2020-12-29 23:06:45 main:574] : INFO : Epoch 1024 | loss: 0.0311418 | val_loss: 0.0311618 | Time: 1850.96 ms [2020-12-29 23:06:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311618 [2020-12-29 23:06:45 main:603] : INFO : Saving end state to config to file [2020-12-29 23:06:45 main:608] : INFO : Success, exiting.. 23:06:45 (6172): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)