Task 3438169
| Name | ParityMachine-1605454679-9300-5_1 |
| Workunit | 1587132 |
| Created | 27 Dec 2020, 15:10:34 UTC |
| Sent | 27 Dec 2020, 16:43:33 UTC |
| Report deadline | 3 Jan 2021, 16:43:33 UTC |
| Received | 27 Dec 2020, 23:47:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 22 sec |
| CPU time | 31 min 51 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: 0.0311499 | val_loss: 0.0311658 | Time: 1865.74 ms [2020-12-28 00:32:13 main:574] : INFO : Epoch 515 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 1881.14 ms [2020-12-28 00:32:15 main:574] : INFO : Epoch 516 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 1873.14 ms [2020-12-28 00:32:17 main:574] : INFO : Epoch 517 | loss: 0.0311511 | val_loss: 0.0311644 | Time: 1877.72 ms [2020-12-28 00:32:19 main:574] : INFO : Epoch 518 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 1880.98 ms [2020-12-28 00:32:20 main:574] : INFO : Epoch 519 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 1854.22 ms [2020-12-28 00:32:22 main:574] : INFO : Epoch 520 | loss: 0.0311541 | val_loss: 0.031165 | Time: 1881.96 ms [2020-12-28 00:32:24 main:574] : INFO : Epoch 521 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 1884.26 ms [2020-12-28 00:32:26 main:574] : INFO : Epoch 522 | loss: 0.0311523 | val_loss: 0.0311642 | Time: 1892.46 ms [2020-12-28 00:32:28 main:574] : INFO : Epoch 523 | loss: 0.0311504 | val_loss: 0.0311615 | Time: 1877.32 ms [2020-12-28 00:32:30 main:574] : INFO : Epoch 524 | loss: 0.0311488 | val_loss: 0.0311619 | Time: 1858.88 ms [2020-12-28 00:32:32 main:574] : INFO : Epoch 525 | loss: 0.0311514 | val_loss: 0.0311613 | Time: 1843.82 ms [2020-12-28 00:32:34 main:574] : INFO : Epoch 526 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 1867.19 ms [2020-12-28 00:32:35 main:574] : INFO : Epoch 527 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 1858.29 ms [2020-12-28 00:32:37 main:574] : INFO : Epoch 528 | loss: 0.031149 | val_loss: 0.0311598 | Time: 1856.88 ms [2020-12-28 00:32:39 main:574] : INFO : Epoch 529 | loss: 0.0311541 | val_loss: 0.0311614 | Time: 1885.36 ms [2020-12-28 00:32:41 main:574] : INFO : Epoch 530 | loss: 0.031151 | val_loss: 0.0311662 | Time: 1876.87 ms [2020-12-28 00:32:43 main:574] : INFO : Epoch 531 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 1874.15 ms [2020-12-28 00:32:45 main:574] : INFO : Epoch 532 | loss: 0.031148 | val_loss: 0.0311621 | Time: 1861.86 ms [2020-12-28 00:32:47 main:574] : INFO : Epoch 533 | loss: 0.031151 | val_loss: 0.0311627 | Time: 1883.85 ms [2020-12-28 00:32:49 main:574] : INFO : Epoch 534 | loss: 0.031151 | val_loss: 0.0311606 | Time: 1887.2 ms [2020-12-28 00:32:51 main:574] : INFO : Epoch 535 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 1867.62 ms [2020-12-28 00:32:52 main:574] : INFO : Epoch 536 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1889.42 ms [2020-12-28 00:32:54 main:574] : INFO : Epoch 537 | loss: 0.0311475 | val_loss: 0.0311734 | Time: 1895.49 ms [2020-12-28 00:32:56 main:574] : INFO : Epoch 538 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 1882.01 ms [2020-12-28 00:32:58 main:574] : INFO : Epoch 539 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1865.6 ms [2020-12-28 00:33:00 main:574] : INFO : Epoch 540 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 1854.01 ms [2020-12-28 00:33:02 main:574] : INFO : Epoch 541 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1882.26 ms [2020-12-28 00:33:04 main:574] : INFO : Epoch 542 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 1881.13 ms [2020-12-28 00:33:06 main:574] : INFO : Epoch 543 | loss: 0.0311477 | val_loss: 0.0311639 | Time: 1880.95 ms [2020-12-28 00:33:08 main:574] : INFO : Epoch 544 | loss: 0.031149 | val_loss: 0.031162 | Time: 1886.3 ms [2020-12-28 00:33:10 main:574] : INFO : Epoch 545 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 1890.5 ms [2020-12-28 00:33:11 main:574] : INFO : Epoch 546 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1880.83 ms [2020-12-28 00:33:13 main:574] : INFO : Epoch 547 | loss: 0.03115 | val_loss: 0.0311664 | Time: 1881.94 ms [2020-12-28 00:33:15 main:574] : INFO : Epoch 548 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 1861.76 ms [2020-12-28 00:33:17 main:574] : INFO : Epoch 549 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1881.71 ms [2020-12-28 00:33:19 main:574] : INFO : Epoch 550 | loss: 0.0311518 | val_loss: 0.0311675 | Time: 1879.4 ms [2020-12-28 00:33:21 main:574] : INFO : Epoch 551 | loss: 0.031151 | val_loss: 0.0311623 | Time: 1882.32 ms [2020-12-28 00:33:23 main:574] : INFO : Epoch 552 | loss: 0.0311493 | val_loss: 0.031164 | Time: 1870.49 ms [2020-12-28 00:33:25 main:574] : INFO : Epoch 553 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 1877.06 ms [2020-12-28 00:33:26 main:574] : INFO : Epoch 554 | loss: 0.0311518 | val_loss: 0.031161 | Time: 1880.56 ms [2020-12-28 00:33:28 main:574] : INFO : Epoch 555 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 1879.42 ms [2020-12-28 00:33:30 main:574] : INFO : Epoch 556 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 1859.14 ms [2020-12-28 00:33:32 main:574] : INFO : Epoch 557 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 1891.7 ms [2020-12-28 00:33:34 main:574] : INFO : Epoch 558 | loss: 0.031147 | val_loss: 0.0311607 | Time: 1875.56 ms [2020-12-28 00:33:36 main:574] : INFO : Epoch 559 | loss: 0.0311461 | val_loss: 0.031162 | Time: 1888.84 ms [2020-12-28 00:33:38 main:574] : INFO : Epoch 560 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1863.49 ms [2020-12-28 00:33:40 main:574] : INFO : Epoch 561 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1886.31 ms [2020-12-28 00:33:42 main:574] : INFO : Epoch 562 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 1854.61 ms [2020-12-28 00:33:43 main:574] : INFO : Epoch 563 | loss: 0.0311478 | val_loss: 0.0311601 | Time: 1876.48 ms [2020-12-28 00:33:45 main:574] : INFO : Epoch 564 | loss: 0.0311501 | val_loss: 0.0311615 | Time: 1857.65 ms [2020-12-28 00:33:47 main:574] : INFO : Epoch 565 | loss: 0.0311493 | val_loss: 0.0311624 | Time: 1881.94 ms [2020-12-28 00:33:49 main:574] : INFO : Epoch 566 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 1871.72 ms [2020-12-28 00:33:51 main:574] : INFO : Epoch 567 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 1882.99 ms [2020-12-28 00:33:53 main:574] : INFO : Epoch 568 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 1861.77 ms [2020-12-28 00:33:55 main:574] : INFO : Epoch 569 | loss: 0.0311481 | val_loss: 0.0311618 | Time: 1863.97 ms [2020-12-28 00:33:57 main:574] : INFO : Epoch 570 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 1866.18 ms [2020-12-28 00:33:59 main:574] : INFO : Epoch 571 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 1862.37 ms [2020-12-28 00:34:00 main:574] : INFO : Epoch 572 | loss: 0.0311474 | val_loss: 0.031161 | Time: 1866.41 ms [2020-12-28 00:34:02 main:574] : INFO : Epoch 573 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 1883.11 ms [2020-12-28 00:34:04 main:574] : INFO : Epoch 574 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 1868.94 ms [2020-12-28 00:34:06 main:574] : INFO : Epoch 575 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 1858.28 ms [2020-12-28 00:34:08 main:574] : INFO : Epoch 576 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 1859.36 ms [2020-12-28 00:34:10 main:574] : INFO : Epoch 577 | loss: 0.031146 | val_loss: 0.0311703 | Time: 1870.53 ms [2020-12-28 00:34:12 main:574] : INFO : Epoch 578 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 1881.75 ms [2020-12-28 00:34:14 main:574] : INFO : Epoch 579 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 1870.27 ms [2020-12-28 00:34:15 main:574] : INFO : Epoch 580 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 1871.66 ms [2020-12-28 00:34:17 main:574] : INFO : Epoch 581 | loss: 0.0311465 | val_loss: 0.0311634 | Time: 1882.94 ms [2020-12-28 00:34:19 main:574] : INFO : Epoch 582 | loss: 0.0311508 | val_loss: 0.0311654 | Time: 1865.41 ms [2020-12-28 00:34:21 main:574] : INFO : Epoch 583 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 1882.01 ms [2020-12-28 00:34:23 main:574] : INFO : Epoch 584 | loss: 0.031155 | val_loss: 0.0311669 | Time: 1871.54 ms [2020-12-28 00:34:25 main:574] : INFO : Epoch 585 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 1877.04 ms [2020-12-28 00:34:27 main:574] : INFO : Epoch 586 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 1864.73 ms [2020-12-28 00:34:29 main:574] : INFO : Epoch 587 | loss: 0.0311499 | val_loss: 0.0311613 | Time: 1871.58 ms [2020-12-28 00:34:31 main:574] : INFO : Epoch 588 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 1858.88 ms [2020-12-28 00:34:32 main:574] : INFO : Epoch 589 | loss: 0.0311528 | val_loss: 0.031164 | Time: 1880.28 ms [2020-12-28 00:34:34 main:574] : INFO : Epoch 590 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 1862.94 ms [2020-12-28 00:34:36 main:574] : INFO : Epoch 591 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 1892.3 ms [2020-12-28 00:34:38 main:574] : INFO : Epoch 592 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 1852.47 ms [2020-12-28 00:34:40 main:574] : INFO : Epoch 593 | loss: 0.031149 | val_loss: 0.0311623 | Time: 1895.55 ms [2020-12-28 00:34:42 main:574] : INFO : Epoch 594 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 1868.71 ms [2020-12-28 00:34:44 main:574] : INFO : Epoch 595 | loss: 0.0311472 | val_loss: 0.0311644 | Time: 1879.03 ms [2020-12-28 00:34:46 main:574] : INFO : Epoch 596 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1868.17 ms [2020-12-28 00:34:47 main:574] : INFO : Epoch 597 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 1884.5 ms [2020-12-28 00:34:49 main:574] : INFO : Epoch 598 | loss: 0.031148 | val_loss: 0.0311616 | Time: 1874.71 ms [2020-12-28 00:34:51 main:574] : INFO : Epoch 599 | loss: 0.0311461 | val_loss: 0.0311634 | Time: 1875.7 ms [2020-12-28 00:34:53 main:574] : INFO : Epoch 600 | loss: 0.0311484 | val_loss: 0.0311607 | Time: 1874.88 ms [2020-12-28 00:34:55 main:574] : INFO : Epoch 601 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 1883.46 ms [2020-12-28 00:34:57 main:574] : INFO : Epoch 602 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 1870.17 ms [2020-12-28 00:34:59 main:574] : INFO : Epoch 603 | loss: 0.0311472 | val_loss: 0.0311668 | Time: 1894.26 ms [2020-12-28 00:35:01 main:574] : INFO : Epoch 604 | loss: 0.0311496 | val_loss: 0.0311607 | Time: 1850.92 ms [2020-12-28 00:35:03 main:574] : INFO : Epoch 605 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 1874.06 ms [2020-12-28 00:35:04 main:574] : INFO : Epoch 606 | loss: 0.0311471 | val_loss: 0.0311654 | Time: 1875.96 ms [2020-12-28 00:35:06 main:574] : INFO : Epoch 607 | loss: 0.0311469 | val_loss: 0.0311621 | Time: 1886.96 ms [2020-12-28 00:35:08 main:574] : INFO : Epoch 608 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1866.44 ms [2020-12-28 00:35:10 main:574] : INFO : Epoch 609 | loss: 0.0311459 | val_loss: 0.0311661 | Time: 1888.31 ms [2020-12-28 00:35:12 main:574] : INFO : Epoch 610 | loss: 0.0311463 | val_loss: 0.0311686 | Time: 1856.3 ms [2020-12-28 00:35:14 main:574] : INFO : Epoch 611 | loss: 0.031149 | val_loss: 0.0311701 | Time: 1867.97 ms [2020-12-28 00:35:16 main:574] : INFO : Epoch 612 | loss: 0.0311476 | val_loss: 0.0311643 | Time: 1873.64 ms [2020-12-28 00:35:18 main:574] : INFO : Epoch 613 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 1875.32 ms [2020-12-28 00:35:20 main:574] : INFO : Epoch 614 | loss: 0.0311494 | val_loss: 0.0311663 | Time: 1862.8 ms [2020-12-28 00:35:21 main:574] : INFO : Epoch 615 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 1883.35 ms [2020-12-28 00:35:23 main:574] : INFO : Epoch 616 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 1846.82 ms [2020-12-28 00:35:25 main:574] : INFO : Epoch 617 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1894.47 ms [2020-12-28 00:35:27 main:574] : INFO : Epoch 618 | loss: 0.0311473 | val_loss: 0.0311705 | Time: 1850.12 ms [2020-12-28 00:35:29 main:574] : INFO : Epoch 619 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 1851.68 ms [2020-12-28 00:35:31 main:574] : INFO : Epoch 620 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 1887.33 ms [2020-12-28 00:35:33 main:574] : INFO : Epoch 621 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1889.49 ms [2020-12-28 00:35:35 main:574] : INFO : Epoch 622 | loss: 0.0311473 | val_loss: 0.0311627 | Time: 1855.53 ms [2020-12-28 00:35:36 main:574] : INFO : Epoch 623 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 1855.57 ms [2020-12-28 00:35:38 main:574] : INFO : Epoch 624 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 1850.61 ms [2020-12-28 00:35:40 main:574] : INFO : Epoch 625 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1874.33 ms [2020-12-28 00:35:42 main:574] : INFO : Epoch 626 | loss: 0.0311476 | val_loss: 0.0311612 | Time: 1862.05 ms [2020-12-28 00:35:44 main:574] : INFO : Epoch 627 | loss: 0.0311484 | val_loss: 0.0311624 | Time: 1859.51 ms [2020-12-28 00:35:46 main:574] : INFO : Epoch 628 | loss: 0.0311476 | val_loss: 0.0311598 | Time: 1869.67 ms [2020-12-28 00:35:48 main:574] : INFO : Epoch 629 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 1860.92 ms [2020-12-28 00:35:50 main:574] : INFO : Epoch 630 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 1860.95 ms [2020-12-28 00:35:51 main:574] : INFO : Epoch 631 | loss: 0.0311477 | val_loss: 0.0311589 | Time: 1878.93 ms [2020-12-28 00:35:53 main:574] : INFO : Epoch 632 | loss: 0.031148 | val_loss: 0.031161 | Time: 1865.09 ms [2020-12-28 00:35:55 main:574] : INFO : Epoch 633 | loss: 0.0311475 | val_loss: 0.0311614 | Time: 1863.76 ms [2020-12-28 00:35:57 main:574] : INFO : Epoch 634 | loss: 0.0311454 | val_loss: 0.0311577 | Time: 1869.24 ms [2020-12-28 00:35:59 main:574] : INFO : Epoch 635 | loss: 0.0311445 | val_loss: 0.0311651 | Time: 1880.09 ms [2020-12-28 00:36:01 main:574] : INFO : Epoch 636 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 1883.76 ms [2020-12-28 00:36:03 main:574] : INFO : Epoch 637 | loss: 0.0311435 | val_loss: 0.0311606 | Time: 1869.83 ms [2020-12-28 00:36:05 main:574] : INFO : Epoch 638 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1864.1 ms [2020-12-28 00:36:07 main:574] : INFO : Epoch 639 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 1861.47 ms [2020-12-28 00:36:08 main:574] : INFO : Epoch 640 | loss: 0.0311507 | val_loss: 0.0311609 | Time: 1867.57 ms [2020-12-28 00:36:10 main:574] : INFO : Epoch 641 | loss: 0.031151 | val_loss: 0.0311606 | Time: 1879.29 ms [2020-12-28 00:36:12 main:574] : INFO : Epoch 642 | loss: 0.03115 | val_loss: 0.0311637 | Time: 1887.96 ms [2020-12-28 00:36:14 main:574] : INFO : Epoch 643 | loss: 0.031149 | val_loss: 0.0311607 | Time: 1870.46 ms [2020-12-28 00:36:16 main:574] : INFO : Epoch 644 | loss: 0.0311517 | val_loss: 0.0311585 | Time: 1879.64 ms [2020-12-28 00:36:18 main:574] : INFO : Epoch 645 | loss: 0.0311494 | val_loss: 0.031159 | Time: 1884.54 ms [2020-12-28 00:36:20 main:574] : INFO : Epoch 646 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 1879.87 ms [2020-12-28 00:36:22 main:574] : INFO : Epoch 647 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 1878.03 ms [2020-12-28 00:36:24 main:574] : INFO : Epoch 648 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 1874.24 ms [2020-12-28 00:36:25 main:574] : INFO : Epoch 649 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1874.94 ms [2020-12-28 00:36:27 main:574] : INFO : Epoch 650 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 1890.38 ms [2020-12-28 00:36:29 main:574] : INFO : Epoch 651 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1862.81 ms [2020-12-28 00:36:31 main:574] : INFO : Epoch 652 | loss: 0.0311705 | val_loss: 0.0311715 | Time: 1883.75 ms [2020-12-28 00:36:33 main:574] : INFO : Epoch 653 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1862.2 ms [2020-12-28 00:36:35 main:574] : INFO : Epoch 654 | loss: 0.031169 | val_loss: 0.0311734 | Time: 1878.44 ms [2020-12-28 00:36:37 main:574] : INFO : Epoch 655 | loss: 0.0311668 | val_loss: 0.03117 | Time: 1887.15 ms [2020-12-28 00:36:39 main:574] : INFO : Epoch 656 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 1889.6 ms [2020-12-28 00:36:41 main:574] : INFO : Epoch 657 | loss: 0.031165 | val_loss: 0.0311699 | Time: 1860.39 ms [2020-12-28 00:36:42 main:574] : INFO : Epoch 658 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 1883.1 ms [2020-12-28 00:36:44 main:574] : INFO : Epoch 659 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 1841.34 ms [2020-12-28 00:36:46 main:574] : INFO : Epoch 660 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 1872.05 ms [2020-12-28 00:36:48 main:574] : INFO : Epoch 661 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 1857.37 ms [2020-12-28 00:36:50 main:574] : INFO : Epoch 662 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 1873.36 ms [2020-12-28 00:36:52 main:574] : INFO : Epoch 663 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 1848.5 ms [2020-12-28 00:36:54 main:574] : INFO : Epoch 664 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 1879.05 ms [2020-12-28 00:36:56 main:574] : INFO : Epoch 665 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 1894.55 ms [2020-12-28 00:36:57 main:574] : INFO : Epoch 666 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 1846.52 ms [2020-12-28 00:36:59 main:574] : INFO : Epoch 667 | loss: 0.0311618 | val_loss: 0.03117 | Time: 1862.42 ms [2020-12-28 00:37:01 main:574] : INFO : Epoch 668 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 1872.02 ms [2020-12-28 00:37:03 main:574] : INFO : Epoch 669 | loss: 0.031166 | val_loss: 0.0311712 | Time: 1877.37 ms [2020-12-28 00:37:05 main:574] : INFO : Epoch 670 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 1859.03 ms [2020-12-28 00:37:07 main:574] : INFO : Epoch 671 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 1838.63 ms [2020-12-28 00:37:09 main:574] : INFO : Epoch 672 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 1870.37 ms [2020-12-28 00:37:11 main:574] : INFO : Epoch 673 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 1881.93 ms [2020-12-28 00:37:12 main:574] : INFO : Epoch 674 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 1864.17 ms [2020-12-28 00:37:14 main:574] : INFO : Epoch 675 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 1885.48 ms [2020-12-28 00:37:16 main:574] : INFO : Epoch 676 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1893.19 ms [2020-12-28 00:37:18 main:574] : INFO : Epoch 677 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 1862.06 ms [2020-12-28 00:37:20 main:574] : INFO : Epoch 678 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 1870.38 ms [2020-12-28 00:37:22 main:574] : INFO : Epoch 679 | loss: 0.031163 | val_loss: 0.0311677 | Time: 1877.27 ms [2020-12-28 00:37:24 main:574] : INFO : Epoch 680 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1856.16 ms [2020-12-28 00:37:26 main:574] : INFO : Epoch 681 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 1880.23 ms [2020-12-28 00:37:27 main:574] : INFO : Epoch 682 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 1849.91 ms [2020-12-28 00:37:29 main:574] : INFO : Epoch 683 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1881.21 ms [2020-12-28 00:37:31 main:574] : INFO : Epoch 684 | loss: 0.0311588 | val_loss: 0.031169 | Time: 1876.95 ms [2020-12-28 00:37:33 main:574] : INFO : Epoch 685 | loss: 0.03116 | val_loss: 0.0311714 | Time: 1867.14 ms [2020-12-28 00:37:35 main:574] : INFO : Epoch 686 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1848.84 ms [2020-12-28 00:37:37 main:574] : INFO : Epoch 687 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 1882.68 ms [2020-12-28 00:37:39 main:574] : INFO : Epoch 688 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 1853.78 ms [2020-12-28 00:37:41 main:574] : INFO : Epoch 689 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 1883.38 ms [2020-12-28 00:37:43 main:574] : INFO : Epoch 690 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1863.69 ms [2020-12-28 00:37:44 main:574] : INFO : Epoch 691 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 1903.05 ms [2020-12-28 00:37:46 main:574] : INFO : Epoch 692 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1860.51 ms [2020-12-28 00:37:48 main:574] : INFO : Epoch 693 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 1864.22 ms [2020-12-28 00:37:50 main:574] : INFO : Epoch 694 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 1862.68 ms [2020-12-28 00:37:52 main:574] : INFO : Epoch 695 | loss: 0.031158 | val_loss: 0.0311688 | Time: 1889.42 ms [2020-12-28 00:37:54 main:574] : INFO : Epoch 696 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 1883.71 ms [2020-12-28 00:37:56 main:574] : INFO : Epoch 697 | loss: 0.031157 | val_loss: 0.0311698 | Time: 1881.81 ms [2020-12-28 00:37:58 main:574] : INFO : Epoch 698 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 1877.62 ms [2020-12-28 00:38:00 main:574] : INFO : Epoch 699 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 1887 ms [2020-12-28 00:38:01 main:574] : INFO : Epoch 700 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1866.4 ms [2020-12-28 00:38:03 main:574] : INFO : Epoch 701 | loss: 0.0311574 | val_loss: 0.0311698 | Time: 1882.98 ms [2020-12-28 00:38:05 main:574] : INFO : Epoch 702 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 1859.38 ms [2020-12-28 00:38:07 main:574] : INFO : Epoch 703 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 1874.65 ms [2020-12-28 00:38:09 main:574] : INFO : Epoch 704 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 1880.45 ms [2020-12-28 00:38:11 main:574] : INFO : Epoch 705 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 1881.43 ms [2020-12-28 00:38:13 main:574] : INFO : Epoch 706 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1852.64 ms [2020-12-28 00:38:15 main:574] : INFO : Epoch 707 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 1879.63 ms [2020-12-28 00:38:16 main:574] : INFO : Epoch 708 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 1860.22 ms [2020-12-28 00:38:18 main:574] : INFO : Epoch 709 | loss: 0.0311592 | val_loss: 0.0311699 | Time: 1867.22 ms [2020-12-28 00:38:20 main:574] : INFO : Epoch 710 | loss: 0.0311589 | val_loss: 0.0311805 | Time: 1854.74 ms [2020-12-28 00:38:22 main:574] : INFO : Epoch 711 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 1881.32 ms [2020-12-28 00:38:24 main:574] : INFO : Epoch 712 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1894.94 ms [2020-12-28 00:38:26 main:574] : INFO : Epoch 713 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 1884.19 ms [2020-12-28 00:38:28 main:574] : INFO : Epoch 714 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 1875.14 ms [2020-12-28 00:38:30 main:574] : INFO : Epoch 715 | loss: 0.0311559 | val_loss: 0.031172 | Time: 1895.29 ms [2020-12-28 00:38:32 main:574] : INFO : Epoch 716 | loss: 0.031158 | val_loss: 0.0311696 | Time: 1864.48 ms [2020-12-28 00:38:33 main:574] : INFO : Epoch 717 | loss: 0.0311541 | val_loss: 0.0311701 | Time: 1857.71 ms [2020-12-28 00:38:35 main:574] : INFO : Epoch 718 | loss: 0.0311554 | val_loss: 0.0311684 | Time: 1863.92 ms [2020-12-28 00:38:37 main:574] : INFO : Epoch 719 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 1873.17 ms [2020-12-28 00:38:39 main:574] : INFO : Epoch 720 | loss: 0.031154 | val_loss: 0.0311677 | Time: 1867.13 ms [2020-12-28 00:38:41 main:574] : INFO : Epoch 721 | loss: 0.031154 | val_loss: 0.0311682 | Time: 1870.59 ms [2020-12-28 00:38:43 main:574] : INFO : Epoch 722 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1862.4 ms [2020-12-28 00:38:45 main:574] : INFO : Epoch 723 | loss: 0.0311534 | val_loss: 0.0311722 | Time: 1871.22 ms [2020-12-28 00:38:47 main:574] : INFO : Epoch 724 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 1848.89 ms [2020-12-28 00:38:48 main:574] : INFO : Epoch 725 | loss: 0.0311556 | val_loss: 0.0311804 | Time: 1896.89 ms [2020-12-28 00:38:50 main:574] : INFO : Epoch 726 | loss: 0.03116 | val_loss: 0.031171 | Time: 1876.35 ms [2020-12-28 00:38:52 main:574] : INFO : Epoch 727 | loss: 0.0311557 | val_loss: 0.0311703 | Time: 1872.53 ms [2020-12-28 00:38:54 main:574] : INFO : Epoch 728 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 1859.5 ms [2020-12-28 00:38:56 main:574] : INFO : Epoch 729 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 1889.92 ms [2020-12-28 00:38:58 main:574] : INFO : Epoch 730 | loss: 0.031156 | val_loss: 0.0311702 | Time: 1853.82 ms [2020-12-28 00:39:00 main:574] : INFO : Epoch 731 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 1879.17 ms [2020-12-28 00:39:02 main:574] : INFO : Epoch 732 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 1870.68 ms [2020-12-28 00:39:03 main:574] : INFO : Epoch 733 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 1867.39 ms [2020-12-28 00:39:05 main:574] : INFO : Epoch 734 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1846.2 ms [2020-12-28 00:39:07 main:574] : INFO : Epoch 735 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 1880.38 ms [2020-12-28 00:39:09 main:574] : INFO : Epoch 736 | loss: 0.0311574 | val_loss: 0.031172 | Time: 1864.45 ms [2020-12-28 00:39:11 main:574] : INFO : Epoch 737 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 1851.86 ms [2020-12-28 00:39:13 main:574] : INFO : Epoch 738 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 1854.87 ms [2020-12-28 00:39:15 main:574] : INFO : Epoch 739 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 1889.58 ms [2020-12-28 00:39:17 main:574] : INFO : Epoch 740 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 1868.25 ms [2020-12-28 00:39:18 main:574] : INFO : Epoch 741 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 1867.46 ms [2020-12-28 00:39:20 main:574] : INFO : Epoch 742 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 1861.08 ms [2020-12-28 00:39:22 main:574] : INFO : Epoch 743 | loss: 0.031155 | val_loss: 0.031167 | Time: 1884.06 ms [2020-12-28 00:39:24 main:574] : INFO : Epoch 744 | loss: 0.0311578 | val_loss: 0.0311762 | Time: 1861.35 ms [2020-12-28 00:39:26 main:574] : INFO : Epoch 745 | loss: 0.0311574 | val_loss: 0.0311761 | Time: 1870.07 ms [2020-12-28 00:39:28 main:574] : INFO : Epoch 746 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 1871.4 ms [2020-12-28 00:39:30 main:574] : INFO : Epoch 747 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 1880.93 ms [2020-12-28 00:39:32 main:574] : INFO : Epoch 748 | loss: 0.0311568 | val_loss: 0.0311693 | Time: 1869 ms [2020-12-28 00:39:33 main:574] : INFO : Epoch 749 | loss: 0.0311554 | val_loss: 0.031168 | Time: 1866.05 ms [2020-12-28 00:39:35 main:574] : INFO : Epoch 750 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 1866.87 ms [2020-12-28 00:39:37 main:574] : INFO : Epoch 751 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1869.68 ms [2020-12-28 00:39:39 main:574] : INFO : Epoch 752 | loss: 0.0311504 | val_loss: 0.0311707 | Time: 1885.68 ms [2020-12-28 00:39:41 main:574] : INFO : Epoch 753 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 1874.69 ms [2020-12-28 00:39:43 main:574] : INFO : Epoch 754 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 1851.91 ms [2020-12-28 00:39:45 main:574] : INFO : Epoch 755 | loss: 0.0311509 | val_loss: 0.0311706 | Time: 1883.7 ms [2020-12-28 00:39:47 main:574] : INFO : Epoch 756 | loss: 0.0311509 | val_loss: 0.0311754 | Time: 1857.12 ms [2020-12-28 00:39:49 main:574] : INFO : Epoch 757 | loss: 0.0311548 | val_loss: 0.0311723 | Time: 1871.06 ms [2020-12-28 00:39:50 main:574] : INFO : Epoch 758 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 1853.64 ms [2020-12-28 00:39:52 main:574] : INFO : Epoch 759 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 1859.25 ms [2020-12-28 00:39:54 main:574] : INFO : Epoch 760 | loss: 0.0311689 | val_loss: 0.0311696 | Time: 1867.5 ms [2020-12-28 00:39:56 main:574] : INFO : Epoch 761 | loss: 0.0311676 | val_loss: 0.0311689 | Time: 1884.95 ms [2020-12-28 00:39:58 main:574] : INFO : Epoch 762 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 1861.1 ms [2020-12-28 00:40:00 main:574] : INFO : Epoch 763 | loss: 0.0311693 | val_loss: 0.0311865 | Time: 1880.34 ms [2020-12-28 00:40:02 main:574] : INFO : Epoch 764 | loss: 0.03117 | val_loss: 0.0311789 | Time: 1870.74 ms [2020-12-28 00:40:04 main:574] : INFO : Epoch 765 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 1861.9 ms [2020-12-28 00:40:05 main:574] : INFO : Epoch 766 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1846.45 ms [2020-12-28 00:40:07 main:574] : INFO : Epoch 767 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 1889.45 ms [2020-12-28 00:40:09 main:574] : INFO : Epoch 768 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 1870.47 ms [2020-12-28 00:40:11 main:574] : INFO : Epoch 769 | loss: 0.0311636 | val_loss: 0.031168 | Time: 1878.44 ms [2020-12-28 00:40:13 main:574] : INFO : Epoch 770 | loss: 0.0311634 | val_loss: 0.031169 | Time: 1862.75 ms [2020-12-28 00:40:15 main:574] : INFO : Epoch 771 | loss: 0.031162 | val_loss: 0.0311672 | Time: 1877.65 ms [2020-12-28 00:40:17 main:574] : INFO : Epoch 772 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 1881.43 ms [2020-12-28 00:40:19 main:574] : INFO : Epoch 773 | loss: 0.0311601 | val_loss: 0.031165 | Time: 1870.67 ms [2020-12-28 00:40:21 main:574] : INFO : Epoch 774 | loss: 0.0311587 | val_loss: 0.0311637 | Time: 1865.81 ms [2020-12-28 00:40:22 main:574] : INFO : Epoch 775 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 1881.23 ms [2020-12-28 00:40:24 main:574] : INFO : Epoch 776 | loss: 0.0311587 | val_loss: 0.0311635 | Time: 1872.8 ms [2020-12-28 00:40:26 main:574] : INFO : Epoch 777 | loss: 0.0311575 | val_loss: 0.0311623 | Time: 1882.91 ms [2020-12-28 00:40:28 main:574] : INFO : Epoch 778 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 1877.27 ms [2020-12-28 00:40:30 main:574] : INFO : Epoch 779 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 1875.62 ms [2020-12-28 00:40:32 main:574] : INFO : Epoch 780 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 1861.12 ms [2020-12-28 00:40:34 main:574] : INFO : Epoch 781 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 1864.18 ms [2020-12-28 00:40:36 main:574] : INFO : Epoch 782 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 1858.68 ms [2020-12-28 00:40:37 main:574] : INFO : Epoch 783 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 1896.6 ms [2020-12-28 00:40:39 main:574] : INFO : Epoch 784 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 1882.45 ms [2020-12-28 00:40:41 main:574] : INFO : Epoch 785 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 1869.37 ms [2020-12-28 00:40:43 main:574] : INFO : Epoch 786 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 1867.88 ms [2020-12-28 00:40:45 main:574] : INFO : Epoch 787 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 1887.65 ms [2020-12-28 00:40:47 main:574] : INFO : Epoch 788 | loss: 0.031164 | val_loss: 0.0311689 | Time: 1870.78 ms [2020-12-28 00:40:49 main:574] : INFO : Epoch 789 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 1878.62 ms [2020-12-28 00:40:51 main:574] : INFO : Epoch 790 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 1885 ms [2020-12-28 00:40:53 main:574] : INFO : Epoch 791 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 1887.63 ms [2020-12-28 00:40:54 main:574] : INFO : Epoch 792 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 1860.47 ms [2020-12-28 00:40:56 main:574] : INFO : Epoch 793 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 1878.87 ms [2020-12-28 00:40:58 main:574] : INFO : Epoch 794 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 1884.55 ms [2020-12-28 00:41:00 main:574] : INFO : Epoch 795 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 1887.61 ms [2020-12-28 00:41:02 main:574] : INFO : Epoch 796 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 1883.55 ms [2020-12-28 00:41:04 main:574] : INFO : Epoch 797 | loss: 0.0311605 | val_loss: 0.031164 | Time: 1885.15 ms [2020-12-28 00:41:06 main:574] : INFO : Epoch 798 | loss: 0.0311609 | val_loss: 0.0311642 | Time: 1854.74 ms [2020-12-28 00:41:08 main:574] : INFO : Epoch 799 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 1871.54 ms [2020-12-28 00:41:09 main:574] : INFO : Epoch 800 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1856.67 ms [2020-12-28 00:41:11 main:574] : INFO : Epoch 801 | loss: 0.0311639 | val_loss: 0.0311653 | Time: 1868.56 ms [2020-12-28 00:41:13 main:574] : INFO : Epoch 802 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1888.93 ms [2020-12-28 00:41:15 main:574] : INFO : Epoch 803 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 1890.62 ms [2020-12-28 00:41:17 main:574] : INFO : Epoch 804 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 1865.85 ms [2020-12-28 00:41:19 main:574] : INFO : Epoch 805 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 1878.05 ms [2020-12-28 00:41:21 main:574] : INFO : Epoch 806 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1870.93 ms [2020-12-28 00:41:23 main:574] : INFO : Epoch 807 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 1864.73 ms [2020-12-28 00:41:25 main:574] : INFO : Epoch 808 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1864.58 ms [2020-12-28 00:41:26 main:574] : INFO : Epoch 809 | loss: 0.0311556 | val_loss: 0.031165 | Time: 1890.91 ms [2020-12-28 00:41:28 main:574] : INFO : Epoch 810 | loss: 0.031157 | val_loss: 0.0311669 | Time: 1853.87 ms [2020-12-28 00:41:30 main:574] : INFO : Epoch 811 | loss: 0.0311558 | val_loss: 0.031164 | Time: 1869.21 ms [2020-12-28 00:41:32 main:574] : INFO : Epoch 812 | loss: 0.0311558 | val_loss: 0.031169 | Time: 1869.04 ms [2020-12-28 00:41:34 main:574] : INFO : Epoch 813 | loss: 0.0311554 | val_loss: 0.031164 | Time: 1861.33 ms [2020-12-28 00:41:36 main:574] : INFO : Epoch 814 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 1846.23 ms [2020-12-28 00:41:38 main:574] : INFO : Epoch 815 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 1875.04 ms [2020-12-28 00:41:40 main:574] : INFO : Epoch 816 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 1858.69 ms [2020-12-28 00:41:41 main:574] : INFO : Epoch 817 | loss: 0.031154 | val_loss: 0.0311654 | Time: 1876.74 ms [2020-12-28 00:41:43 main:574] : INFO : Epoch 818 | loss: 0.0311546 | val_loss: 0.0311648 | Time: 1865.27 ms [2020-12-28 00:41:45 main:574] : INFO : Epoch 819 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1853.7 ms [2020-12-28 00:41:47 main:574] : INFO : Epoch 820 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1881.91 ms [2020-12-28 00:41:49 main:574] : INFO : Epoch 821 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 1862.82 ms [2020-12-28 00:41:51 main:574] : INFO : Epoch 822 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1849.12 ms [2020-12-28 00:41:53 main:574] : INFO : Epoch 823 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 1876.22 ms [2020-12-28 00:41:55 main:574] : INFO : Epoch 824 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 1883.03 ms [2020-12-28 00:41:56 main:574] : INFO : Epoch 825 | loss: 0.031163 | val_loss: 0.0311719 | Time: 1865.04 ms [2020-12-28 00:41:58 main:574] : INFO : Epoch 826 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 1851.03 ms [2020-12-28 00:42:00 main:574] : INFO : Epoch 827 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1871.91 ms [2020-12-28 00:42:02 main:574] : INFO : Epoch 828 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 1852.26 ms [2020-12-28 00:42:04 main:574] : INFO : Epoch 829 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1881.04 ms [2020-12-28 00:42:06 main:574] : INFO : Epoch 830 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 1851.69 ms [2020-12-28 00:42:08 main:574] : INFO : Epoch 831 | loss: 0.0311553 | val_loss: 0.0311669 | Time: 1863.94 ms [2020-12-28 00:42:10 main:574] : INFO : Epoch 832 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 1874.07 ms [2020-12-28 00:42:11 main:574] : INFO : Epoch 833 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 1881.9 ms [2020-12-28 00:42:13 main:574] : INFO : Epoch 834 | loss: 0.031152 | val_loss: 0.031164 | Time: 1855.75 ms [2020-12-28 00:42:15 main:574] : INFO : Epoch 835 | loss: 0.031152 | val_loss: 0.0311668 | Time: 1869.89 ms [2020-12-28 00:42:17 main:574] : INFO : Epoch 836 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1871.54 ms [2020-12-28 00:42:19 main:574] : INFO : Epoch 837 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 1868.9 ms [2020-12-28 00:42:21 main:574] : INFO : Epoch 838 | loss: 0.0311544 | val_loss: 0.0311691 | Time: 1831.04 ms [2020-12-28 00:42:23 main:574] : INFO : Epoch 839 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 1896.94 ms [2020-12-28 00:42:25 main:574] : INFO : Epoch 840 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 1843.82 ms [2020-12-28 00:42:26 main:574] : INFO : Epoch 841 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1885.13 ms [2020-12-28 00:42:28 main:574] : INFO : Epoch 842 | loss: 0.0311553 | val_loss: 0.0311732 | Time: 1862.95 ms [2020-12-28 00:42:30 main:574] : INFO : Epoch 843 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1852.17 ms [2020-12-28 00:42:32 main:574] : INFO : Epoch 844 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 1863.68 ms [2020-12-28 00:42:34 main:574] : INFO : Epoch 845 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 1844.79 ms [2020-12-28 00:42:36 main:574] : INFO : Epoch 846 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1875.18 ms [2020-12-28 00:42:38 main:574] : INFO : Epoch 847 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 1860.04 ms [2020-12-28 00:42:39 main:574] : INFO : Epoch 848 | loss: 0.031154 | val_loss: 0.0311666 | Time: 1865.74 ms [2020-12-28 00:42:41 main:574] : INFO : Epoch 849 | loss: 0.0311513 | val_loss: 0.031166 | Time: 1852.11 ms [2020-12-28 00:42:43 main:574] : INFO : Epoch 850 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 1852.06 ms [2020-12-28 00:42:45 main:574] : INFO : Epoch 851 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1877.92 ms [2020-12-28 00:42:47 main:574] : INFO : Epoch 852 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 1884.76 ms [2020-12-28 00:42:49 main:574] : INFO : Epoch 853 | loss: 0.0311503 | val_loss: 0.0311649 | Time: 1845.08 ms [2020-12-28 00:42:51 main:574] : INFO : Epoch 854 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 1890.1 ms [2020-12-28 00:42:53 main:574] : INFO : Epoch 855 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1852.76 ms [2020-12-28 00:42:54 main:574] : INFO : Epoch 856 | loss: 0.0311508 | val_loss: 0.0311696 | Time: 1854.11 ms [2020-12-28 00:42:56 main:574] : INFO : Epoch 857 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 1841.96 ms [2020-12-28 00:42:58 main:574] : INFO : Epoch 858 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 1861.18 ms [2020-12-28 00:43:00 main:574] : INFO : Epoch 859 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 1860.23 ms [2020-12-28 00:43:02 main:574] : INFO : Epoch 860 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 1869.81 ms [2020-12-28 00:43:04 main:574] : INFO : Epoch 861 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 1836.43 ms [2020-12-28 00:43:06 main:574] : INFO : Epoch 862 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 1882.48 ms [2020-12-28 00:43:08 main:574] : INFO : Epoch 863 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 1856.05 ms [2020-12-28 00:43:09 main:574] : INFO : Epoch 864 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 1887.25 ms [2020-12-28 00:43:11 main:574] : INFO : Epoch 865 | loss: 0.0311527 | val_loss: 0.0311675 | Time: 1895.28 ms [2020-12-28 00:43:13 main:574] : INFO : Epoch 866 | loss: 0.0311547 | val_loss: 0.0311702 | Time: 1874.11 ms [2020-12-28 00:43:15 main:574] : INFO : Epoch 867 | loss: 0.031165 | val_loss: 0.0311754 | Time: 1891.79 ms [2020-12-28 00:43:17 main:574] : INFO : Epoch 868 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1867.51 ms [2020-12-28 00:43:19 main:574] : INFO : Epoch 869 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 1849.29 ms [2020-12-28 00:43:21 main:574] : INFO : Epoch 870 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1910.7 ms [2020-12-28 00:43:23 main:574] : INFO : Epoch 871 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 1862.01 ms [2020-12-28 00:43:24 main:574] : INFO : Epoch 872 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 1864.43 ms [2020-12-28 00:43:26 main:574] : INFO : Epoch 873 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 1855.32 ms [2020-12-28 00:43:28 main:574] : INFO : Epoch 874 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 1889.13 ms [2020-12-28 00:43:30 main:574] : INFO : Epoch 875 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 1867.54 ms [2020-12-28 00:43:32 main:574] : INFO : Epoch 876 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 1882.73 ms [2020-12-28 00:43:34 main:574] : INFO : Epoch 877 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 1864.97 ms [2020-12-28 00:43:36 main:574] : INFO : Epoch 878 | loss: 0.0311531 | val_loss: 0.0311633 | Time: 1877.12 ms [2020-12-28 00:43:38 main:574] : INFO : Epoch 879 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 1870.26 ms [2020-12-28 00:43:40 main:574] : INFO : Epoch 880 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 1867.68 ms [2020-12-28 00:43:41 main:574] : INFO : Epoch 881 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 1871.01 ms [2020-12-28 00:43:43 main:574] : INFO : Epoch 882 | loss: 0.0311577 | val_loss: 0.0311633 | Time: 1871.22 ms [2020-12-28 00:43:45 main:574] : INFO : Epoch 883 | loss: 0.0311548 | val_loss: 0.0311647 | Time: 1843.21 ms [2020-12-28 00:43:47 main:574] : INFO : Epoch 884 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 1871.45 ms [2020-12-28 00:43:49 main:574] : INFO : Epoch 885 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 1854.86 ms [2020-12-28 00:43:51 main:574] : INFO : Epoch 886 | loss: 0.0311522 | val_loss: 0.031163 | Time: 1886.39 ms [2020-12-28 00:43:53 main:574] : INFO : Epoch 887 | loss: 0.0311526 | val_loss: 0.031165 | Time: 1878.7 ms [2020-12-28 00:43:55 main:574] : INFO : Epoch 888 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 1855.64 ms [2020-12-28 00:43:56 main:574] : INFO : Epoch 889 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 1857.26 ms [2020-12-28 00:43:58 main:574] : INFO : Epoch 890 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 1885.2 ms [2020-12-28 00:44:00 main:574] : INFO : Epoch 891 | loss: 0.031152 | val_loss: 0.0311631 | Time: 1847.66 ms [2020-12-28 00:44:02 main:574] : INFO : Epoch 892 | loss: 0.0311507 | val_loss: 0.0311621 | Time: 1843.82 ms [2020-12-28 00:44:04 main:574] : INFO : Epoch 893 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 1876.96 ms [2020-12-28 00:44:06 main:574] : INFO : Epoch 894 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1855.73 ms [2020-12-28 00:44:08 main:574] : INFO : Epoch 895 | loss: 0.031148 | val_loss: 0.031163 | Time: 1861.12 ms [2020-12-28 00:44:09 main:574] : INFO : Epoch 896 | loss: 0.0311484 | val_loss: 0.0311632 | Time: 1856.75 ms [2020-12-28 00:44:11 main:574] : INFO : Epoch 897 | loss: 0.0311481 | val_loss: 0.0311641 | Time: 1872.12 ms [2020-12-28 00:44:13 main:574] : INFO : Epoch 898 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 1866.28 ms [2020-12-28 00:44:15 main:574] : INFO : Epoch 899 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 1861.23 ms [2020-12-28 00:44:17 main:574] : INFO : Epoch 900 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1865.21 ms [2020-12-28 00:44:19 main:574] : INFO : Epoch 901 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 1869.15 ms [2020-12-28 00:44:21 main:574] : INFO : Epoch 902 | loss: 0.0311486 | val_loss: 0.0311639 | Time: 1870.53 ms [2020-12-28 00:44:23 main:574] : INFO : Epoch 903 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1874.55 ms [2020-12-28 00:44:24 main:574] : INFO : Epoch 904 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 1872.67 ms [2020-12-28 00:44:26 main:574] : INFO : Epoch 905 | loss: 0.0311476 | val_loss: 0.0311631 | Time: 1862.89 ms [2020-12-28 00:44:28 main:574] : INFO : Epoch 906 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 1874.51 ms [2020-12-28 00:44:30 main:574] : INFO : Epoch 907 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 1880.65 ms [2020-12-28 00:44:32 main:574] : INFO : Epoch 908 | loss: 0.0311533 | val_loss: 0.0311631 | Time: 1846.16 ms [2020-12-28 00:44:34 main:574] : INFO : Epoch 909 | loss: 0.0311495 | val_loss: 0.0311633 | Time: 1883.42 ms [2020-12-28 00:44:36 main:574] : INFO : Epoch 910 | loss: 0.0311495 | val_loss: 0.0311634 | Time: 1866.92 ms [2020-12-28 00:44:38 main:574] : INFO : Epoch 911 | loss: 0.031148 | val_loss: 0.0311635 | Time: 1858.38 ms [2020-12-28 00:44:40 main:574] : INFO : Epoch 912 | loss: 0.031147 | val_loss: 0.0311632 | Time: 1876.41 ms [2020-12-28 00:44:42 main:574] : INFO : Epoch 913 | loss: 0.0311468 | val_loss: 0.0311616 | Time: 2147.35 ms [2020-12-28 00:44:44 main:574] : INFO : Epoch 914 | loss: 0.0311456 | val_loss: 0.0311612 | Time: 1867 ms [2020-12-28 00:44:45 main:574] : INFO : Epoch 915 | loss: 0.0311458 | val_loss: 0.0311628 | Time: 1860.18 ms [2020-12-28 00:44:47 main:574] : INFO : Epoch 916 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 1835.99 ms [2020-12-28 00:44:49 main:574] : INFO : Epoch 917 | loss: 0.0311472 | val_loss: 0.0311625 | Time: 1885.8 ms [2020-12-28 00:44:51 main:574] : INFO : Epoch 918 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1921.99 ms [2020-12-28 00:44:53 main:574] : INFO : Epoch 919 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 1900.07 ms [2020-12-28 00:44:55 main:574] : INFO : Epoch 920 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 1903.84 ms [2020-12-28 00:44:57 main:574] : INFO : Epoch 921 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 1909.76 ms [2020-12-28 00:44:59 main:574] : INFO : Epoch 922 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 1903.91 ms [2020-12-28 00:45:01 main:574] : INFO : Epoch 923 | loss: 0.0311519 | val_loss: 0.0311603 | Time: 1882.33 ms [2020-12-28 00:45:03 main:574] : INFO : Epoch 924 | loss: 0.0311502 | val_loss: 0.0311641 | Time: 1862.89 ms [2020-12-28 00:45:04 main:574] : INFO : Epoch 925 | loss: 0.031152 | val_loss: 0.031171 | Time: 1907.33 ms [2020-12-28 00:45:06 main:574] : INFO : Epoch 926 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 1869.84 ms [2020-12-28 00:45:08 main:574] : INFO : Epoch 927 | loss: 0.0311468 | val_loss: 0.0311624 | Time: 1907.52 ms [2020-12-28 00:45:10 main:574] : INFO : Epoch 928 | loss: 0.0311458 | val_loss: 0.0311628 | Time: 1881.87 ms [2020-12-28 00:45:12 main:574] : INFO : Epoch 929 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 1919.92 ms [2020-12-28 00:45:14 main:574] : INFO : Epoch 930 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 1903.95 ms [2020-12-28 00:45:16 main:574] : INFO : Epoch 931 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 1881.03 ms [2020-12-28 00:45:18 main:574] : INFO : Epoch 932 | loss: 0.0311471 | val_loss: 0.0311638 | Time: 1879.63 ms [2020-12-28 00:45:20 main:574] : INFO : Epoch 933 | loss: 0.0311438 | val_loss: 0.0311626 | Time: 1994.44 ms [2020-12-28 00:45:22 main:574] : INFO : Epoch 934 | loss: 0.0311451 | val_loss: 0.0311609 | Time: 1921.44 ms [2020-12-28 00:45:24 main:574] : INFO : Epoch 935 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 1940.03 ms [2020-12-28 00:45:26 main:574] : INFO : Epoch 936 | loss: 0.0311454 | val_loss: 0.0311636 | Time: 1865.74 ms [2020-12-28 00:45:27 main:574] : INFO : Epoch 937 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 1878.57 ms [2020-12-28 00:45:29 main:574] : INFO : Epoch 938 | loss: 0.0311461 | val_loss: 0.0311657 | Time: 1962.79 ms [2020-12-28 00:45:31 main:574] : INFO : Epoch 939 | loss: 0.0311479 | val_loss: 0.0311624 | Time: 1958.82 ms [2020-12-28 00:45:33 main:574] : INFO : Epoch 940 | loss: 0.0311443 | val_loss: 0.03116 | Time: 1945.8 ms [2020-12-28 00:45:35 main:574] : INFO : Epoch 941 | loss: 0.0311435 | val_loss: 0.0311615 | Time: 2001.51 ms [2020-12-28 00:45:37 main:574] : INFO : Epoch 942 | loss: 0.0311436 | val_loss: 0.0311635 | Time: 1946.23 ms [2020-12-28 00:45:39 main:574] : INFO : Epoch 943 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 1874.37 ms [2020-12-28 00:45:41 main:574] : INFO : Epoch 944 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 1857.39 ms [2020-12-28 00:45:43 main:574] : INFO : Epoch 945 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 1904.66 ms [2020-12-28 00:45:45 main:574] : INFO : Epoch 946 | loss: 0.031145 | val_loss: 0.03116 | Time: 1888.8 ms [2020-12-28 00:45:47 main:574] : INFO : Epoch 947 | loss: 0.0311443 | val_loss: 0.0311615 | Time: 1910 ms [2020-12-28 00:45:49 main:574] : INFO : Epoch 948 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 1881.26 ms [2020-12-28 00:45:51 main:574] : INFO : Epoch 949 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 1913.03 ms [2020-12-28 00:45:53 main:574] : INFO : Epoch 950 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 1901.43 ms [2020-12-28 00:45:54 main:574] : INFO : Epoch 951 | loss: 0.0311498 | val_loss: 0.0311596 | Time: 1949.44 ms [2020-12-28 00:45:56 main:574] : INFO : Epoch 952 | loss: 0.0311486 | val_loss: 0.0311595 | Time: 1868.78 ms [2020-12-28 00:45:58 main:574] : INFO : Epoch 953 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 1900.41 ms [2020-12-28 00:46:00 main:574] : INFO : Epoch 954 | loss: 0.0311473 | val_loss: 0.0311641 | Time: 1875.21 ms [2020-12-28 00:46:02 main:574] : INFO : Epoch 955 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 1866.24 ms [2020-12-28 00:46:04 main:574] : INFO : Epoch 956 | loss: 0.031147 | val_loss: 0.0311609 | Time: 1846.79 ms [2020-12-28 00:46:06 main:574] : INFO : Epoch 957 | loss: 0.0311452 | val_loss: 0.0311606 | Time: 1881.37 ms [2020-12-28 00:46:08 main:574] : INFO : Epoch 958 | loss: 0.0311451 | val_loss: 0.0311608 | Time: 1884.08 ms [2020-12-28 00:46:10 main:574] : INFO : Epoch 959 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 1865.7 ms [2020-12-28 00:46:11 main:574] : INFO : Epoch 960 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 1871.3 ms [2020-12-28 00:46:13 main:574] : INFO : Epoch 961 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 1886.43 ms [2020-12-28 00:46:15 main:574] : INFO : Epoch 962 | loss: 0.0311433 | val_loss: 0.0311633 | Time: 1872.15 ms [2020-12-28 00:46:17 main:574] : INFO : Epoch 963 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 1846.84 ms [2020-12-28 00:46:19 main:574] : INFO : Epoch 964 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 1884.35 ms [2020-12-28 00:46:21 main:574] : INFO : Epoch 965 | loss: 0.0311417 | val_loss: 0.0311617 | Time: 1872 ms [2020-12-28 00:46:23 main:574] : INFO : Epoch 966 | loss: 0.031142 | val_loss: 0.0311609 | Time: 1873.28 ms [2020-12-28 00:46:25 main:574] : INFO : Epoch 967 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 1872.18 ms [2020-12-28 00:46:26 main:574] : INFO : Epoch 968 | loss: 0.0311433 | val_loss: 0.0311639 | Time: 1835.2 ms [2020-12-28 00:46:28 main:574] : INFO : Epoch 969 | loss: 0.0311435 | val_loss: 0.03116 | Time: 1885.97 ms [2020-12-28 00:46:30 main:574] : INFO : Epoch 970 | loss: 0.031144 | val_loss: 0.0311678 | Time: 1854.85 ms [2020-12-28 00:46:32 main:574] : INFO : Epoch 971 | loss: 0.0311428 | val_loss: 0.0311681 | Time: 1837.18 ms [2020-12-28 00:46:34 main:574] : INFO : Epoch 972 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 1872.87 ms [2020-12-28 00:46:36 main:574] : INFO : Epoch 973 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 1885.02 ms [2020-12-28 00:46:38 main:574] : INFO : Epoch 974 | loss: 0.0311429 | val_loss: 0.031162 | Time: 1898.32 ms [2020-12-28 00:46:40 main:574] : INFO : Epoch 975 | loss: 0.0311462 | val_loss: 0.0311601 | Time: 1875.91 ms [2020-12-28 00:46:42 main:574] : INFO : Epoch 976 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 1880.99 ms [2020-12-28 00:46:43 main:574] : INFO : Epoch 977 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 1872.8 ms [2020-12-28 00:46:45 main:574] : INFO : Epoch 978 | loss: 0.0311463 | val_loss: 0.0311607 | Time: 1858.57 ms [2020-12-28 00:46:47 main:574] : INFO : Epoch 979 | loss: 0.031144 | val_loss: 0.0311611 | Time: 1879.7 ms [2020-12-28 00:46:49 main:574] : INFO : Epoch 980 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1860.54 ms [2020-12-28 00:46:51 main:574] : INFO : Epoch 981 | loss: 0.0311441 | val_loss: 0.0311641 | Time: 1879.47 ms [2020-12-28 00:46:53 main:574] : INFO : Epoch 982 | loss: 0.0311439 | val_loss: 0.0311634 | Time: 1847.79 ms [2020-12-28 00:46:55 main:574] : INFO : Epoch 983 | loss: 0.0311507 | val_loss: 0.031172 | Time: 1857.17 ms [2020-12-28 00:46:57 main:574] : INFO : Epoch 984 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 1878.91 ms [2020-12-28 00:46:59 main:574] : INFO : Epoch 985 | loss: 0.0311507 | val_loss: 0.0311637 | Time: 1872.7 ms [2020-12-28 00:47:00 main:574] : INFO : Epoch 986 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 1859.14 ms [2020-12-28 00:47:02 main:574] : INFO : Epoch 987 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 1849.45 ms [2020-12-28 00:47:04 main:574] : INFO : Epoch 988 | loss: 0.031146 | val_loss: 0.0311645 | Time: 1868.49 ms [2020-12-28 00:47:06 main:574] : INFO : Epoch 989 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 1867.65 ms [2020-12-28 00:47:08 main:574] : INFO : Epoch 990 | loss: 0.0311546 | val_loss: 0.031164 | Time: 1869.77 ms [2020-12-28 00:47:10 main:574] : INFO : Epoch 991 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 1837.34 ms [2020-12-28 00:47:12 main:574] : INFO : Epoch 992 | loss: 0.0311525 | val_loss: 0.0311636 | Time: 1889.24 ms [2020-12-28 00:47:14 main:574] : INFO : Epoch 993 | loss: 0.0311514 | val_loss: 0.0311676 | Time: 1873.82 ms [2020-12-28 00:47:15 main:574] : INFO : Epoch 994 | loss: 0.0311536 | val_loss: 0.0311702 | Time: 1849.2 ms [2020-12-28 00:47:17 main:574] : INFO : Epoch 995 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 1909.23 ms [2020-12-28 00:47:19 main:574] : INFO : Epoch 996 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1861.08 ms [2020-12-28 00:47:21 main:574] : INFO : Epoch 997 | loss: 0.0311541 | val_loss: 0.0311648 | Time: 1903.63 ms [2020-12-28 00:47:23 main:574] : INFO : Epoch 998 | loss: 0.0311539 | val_loss: 0.031164 | Time: 1857.01 ms [2020-12-28 00:47:25 main:574] : INFO : Epoch 999 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 1879.62 ms [2020-12-28 00:47:27 main:574] : INFO : Epoch 1000 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 1859.81 ms [2020-12-28 00:47:29 main:574] : INFO : Epoch 1001 | loss: 0.031152 | val_loss: 0.0311619 | Time: 1871 ms [2020-12-28 00:47:31 main:574] : INFO : Epoch 1002 | loss: 0.031151 | val_loss: 0.0311621 | Time: 1870.48 ms [2020-12-28 00:47:32 main:574] : INFO : Epoch 1003 | loss: 0.0311507 | val_loss: 0.031162 | Time: 1918.41 ms [2020-12-28 00:47:34 main:574] : INFO : Epoch 1004 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 1901.96 ms [2020-12-28 00:47:36 main:574] : INFO : Epoch 1005 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 1858.84 ms [2020-12-28 00:47:38 main:574] : INFO : Epoch 1006 | loss: 0.0311511 | val_loss: 0.0311639 | Time: 1843.2 ms [2020-12-28 00:47:40 main:574] : INFO : Epoch 1007 | loss: 0.031149 | val_loss: 0.031164 | Time: 1885.78 ms [2020-12-28 00:47:42 main:574] : INFO : Epoch 1008 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 1864.3 ms [2020-12-28 00:47:44 main:574] : INFO : Epoch 1009 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1901.23 ms [2020-12-28 00:47:46 main:574] : INFO : Epoch 1010 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 1857.25 ms [2020-12-28 00:47:48 main:574] : INFO : Epoch 1011 | loss: 0.0311496 | val_loss: 0.0311616 | Time: 1884.3 ms [2020-12-28 00:47:49 main:574] : INFO : Epoch 1012 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 1852.05 ms [2020-12-28 00:47:51 main:574] : INFO : Epoch 1013 | loss: 0.031152 | val_loss: 0.0311654 | Time: 1872.17 ms [2020-12-28 00:47:53 main:574] : INFO : Epoch 1014 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 1853.27 ms [2020-12-28 00:47:55 main:574] : INFO : Epoch 1015 | loss: 0.0311469 | val_loss: 0.0311611 | Time: 1893.28 ms [2020-12-28 00:47:57 main:574] : INFO : Epoch 1016 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 1862.97 ms [2020-12-28 00:47:59 main:574] : INFO : Epoch 1017 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 1843.19 ms [2020-12-28 00:48:01 main:574] : INFO : Epoch 1018 | loss: 0.0311452 | val_loss: 0.0311601 | Time: 1886.31 ms [2020-12-28 00:48:03 main:574] : INFO : Epoch 1019 | loss: 0.0311455 | val_loss: 0.0311657 | Time: 1863.44 ms [2020-12-28 00:48:04 main:574] : INFO : Epoch 1020 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 1846.94 ms [2020-12-28 00:48:06 main:574] : INFO : Epoch 1021 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 1839.2 ms [2020-12-28 00:48:08 main:574] : INFO : Epoch 1022 | loss: 0.0311443 | val_loss: 0.0311631 | Time: 1905.71 ms [2020-12-28 00:48:10 main:574] : INFO : Epoch 1023 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 1881.93 ms [2020-12-28 00:48:12 main:574] : INFO : Epoch 1024 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 1623.58 ms [2020-12-28 00:48:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311635 [2020-12-28 00:48:12 main:603] : INFO : Saving end state to config to file [2020-12-28 00:48:12 main:608] : INFO : Success, exiting.. 00:48:12 (9120): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)