Task 3449880
| Name | ParityMachine-1605152441-4842-11_1 |
| Workunit | 1670942 |
| Created | 27 Dec 2020, 21:53:15 UTC |
| Sent | 28 Dec 2020, 0:20:52 UTC |
| Report deadline | 4 Jan 2021, 0:20:52 UTC |
| Received | 29 Dec 2020, 20:09:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 31 min 55 sec |
| CPU time | 31 min 26 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> loss: 0.0311646 | val_loss: 0.0311723 | Time: 1845.79 ms [2020-12-29 20:52:57 main:574] : INFO : Epoch 515 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1860.39 ms [2020-12-29 20:52:59 main:574] : INFO : Epoch 516 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 1861.58 ms [2020-12-29 20:53:00 main:574] : INFO : Epoch 517 | loss: 0.0311647 | val_loss: 0.0311795 | Time: 1856.02 ms [2020-12-29 20:53:02 main:574] : INFO : Epoch 518 | loss: 0.0311687 | val_loss: 0.0311801 | Time: 1831.51 ms [2020-12-29 20:53:04 main:574] : INFO : Epoch 519 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 1851.08 ms [2020-12-29 20:53:06 main:574] : INFO : Epoch 520 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 1838.84 ms [2020-12-29 20:53:08 main:574] : INFO : Epoch 521 | loss: 0.0311654 | val_loss: 0.031172 | Time: 1862.78 ms [2020-12-29 20:53:10 main:574] : INFO : Epoch 522 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1836.51 ms [2020-12-29 20:53:12 main:574] : INFO : Epoch 523 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1861.65 ms [2020-12-29 20:53:13 main:574] : INFO : Epoch 524 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 1846.34 ms [2020-12-29 20:53:15 main:574] : INFO : Epoch 525 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 1846.93 ms [2020-12-29 20:53:17 main:574] : INFO : Epoch 526 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1859.16 ms [2020-12-29 20:53:19 main:574] : INFO : Epoch 527 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 1884.72 ms [2020-12-29 20:53:21 main:574] : INFO : Epoch 528 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 1846.97 ms [2020-12-29 20:53:23 main:574] : INFO : Epoch 529 | loss: 0.031167 | val_loss: 0.0311751 | Time: 1835.79 ms [2020-12-29 20:53:25 main:574] : INFO : Epoch 530 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1867.91 ms [2020-12-29 20:53:26 main:574] : INFO : Epoch 531 | loss: 0.0311689 | val_loss: 0.031173 | Time: 1862.73 ms [2020-12-29 20:53:28 main:574] : INFO : Epoch 532 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 1852.58 ms [2020-12-29 20:53:30 main:574] : INFO : Epoch 533 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 1833.85 ms [2020-12-29 20:53:32 main:574] : INFO : Epoch 534 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 1846.37 ms [2020-12-29 20:53:34 main:574] : INFO : Epoch 535 | loss: 0.0311649 | val_loss: 0.031173 | Time: 1846.6 ms [2020-12-29 20:53:36 main:574] : INFO : Epoch 536 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 1856.11 ms [2020-12-29 20:53:38 main:574] : INFO : Epoch 537 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 1839.31 ms [2020-12-29 20:53:40 main:574] : INFO : Epoch 538 | loss: 0.0311689 | val_loss: 0.0311704 | Time: 1862.12 ms [2020-12-29 20:53:41 main:574] : INFO : Epoch 539 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1849.77 ms [2020-12-29 20:53:43 main:574] : INFO : Epoch 540 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 1845.61 ms [2020-12-29 20:53:45 main:574] : INFO : Epoch 541 | loss: 0.0311693 | val_loss: 0.0311902 | Time: 1842.41 ms [2020-12-29 20:53:47 main:574] : INFO : Epoch 542 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 1868.83 ms [2020-12-29 20:53:49 main:574] : INFO : Epoch 543 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 1845.01 ms [2020-12-29 20:53:51 main:574] : INFO : Epoch 544 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 1850.64 ms [2020-12-29 20:53:53 main:574] : INFO : Epoch 545 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 1832.38 ms [2020-12-29 20:53:54 main:574] : INFO : Epoch 546 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 1855.93 ms [2020-12-29 20:53:56 main:574] : INFO : Epoch 547 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 1845.91 ms [2020-12-29 20:53:58 main:574] : INFO : Epoch 548 | loss: 0.0311652 | val_loss: 0.031171 | Time: 1863.6 ms [2020-12-29 20:54:00 main:574] : INFO : Epoch 549 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1854.16 ms [2020-12-29 20:54:02 main:574] : INFO : Epoch 550 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1874.48 ms [2020-12-29 20:54:04 main:574] : INFO : Epoch 551 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1840.04 ms [2020-12-29 20:54:06 main:574] : INFO : Epoch 552 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1857.89 ms [2020-12-29 20:54:07 main:574] : INFO : Epoch 553 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1844.57 ms [2020-12-29 20:54:09 main:574] : INFO : Epoch 554 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 1877.59 ms [2020-12-29 20:54:11 main:574] : INFO : Epoch 555 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 1856.75 ms [2020-12-29 20:54:13 main:574] : INFO : Epoch 556 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 1865.79 ms [2020-12-29 20:54:15 main:574] : INFO : Epoch 557 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1854.12 ms [2020-12-29 20:54:17 main:574] : INFO : Epoch 558 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 1850.16 ms [2020-12-29 20:54:19 main:574] : INFO : Epoch 559 | loss: 0.0311665 | val_loss: 0.0311812 | Time: 1844.31 ms [2020-12-29 20:54:21 main:574] : INFO : Epoch 560 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 1864.73 ms [2020-12-29 20:54:22 main:574] : INFO : Epoch 561 | loss: 0.0311672 | val_loss: 0.0311857 | Time: 1817.03 ms [2020-12-29 20:54:24 main:574] : INFO : Epoch 562 | loss: 0.0311703 | val_loss: 0.0311791 | Time: 1865.62 ms [2020-12-29 20:54:26 main:574] : INFO : Epoch 563 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 1857.66 ms [2020-12-29 20:54:28 main:574] : INFO : Epoch 564 | loss: 0.031166 | val_loss: 0.0311725 | Time: 1846.52 ms [2020-12-29 20:54:30 main:574] : INFO : Epoch 565 | loss: 0.0311653 | val_loss: 0.0311796 | Time: 1843.64 ms [2020-12-29 20:54:32 main:574] : INFO : Epoch 566 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1852.09 ms [2020-12-29 20:54:34 main:574] : INFO : Epoch 567 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1853.72 ms [2020-12-29 20:54:35 main:574] : INFO : Epoch 568 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 1851.74 ms [2020-12-29 20:54:37 main:574] : INFO : Epoch 569 | loss: 0.031164 | val_loss: 0.0311731 | Time: 1847.2 ms [2020-12-29 20:54:39 main:574] : INFO : Epoch 570 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 1858.74 ms [2020-12-29 20:54:41 main:574] : INFO : Epoch 571 | loss: 0.0311661 | val_loss: 0.0311746 | Time: 1846.91 ms [2020-12-29 20:54:43 main:574] : INFO : Epoch 572 | loss: 0.031165 | val_loss: 0.0311709 | Time: 1858.44 ms [2020-12-29 20:54:45 main:574] : INFO : Epoch 573 | loss: 0.0311636 | val_loss: 0.0311717 | Time: 1853.06 ms [2020-12-29 20:54:47 main:574] : INFO : Epoch 574 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 1871.35 ms [2020-12-29 20:54:49 main:574] : INFO : Epoch 575 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 1834.88 ms [2020-12-29 20:54:50 main:574] : INFO : Epoch 576 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1843.37 ms [2020-12-29 20:54:52 main:574] : INFO : Epoch 577 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1840.31 ms [2020-12-29 20:54:54 main:574] : INFO : Epoch 578 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1848.89 ms [2020-12-29 20:54:56 main:574] : INFO : Epoch 579 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 1856.13 ms [2020-12-29 20:54:58 main:574] : INFO : Epoch 580 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 1849.35 ms [2020-12-29 20:55:00 main:574] : INFO : Epoch 581 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 1825.83 ms [2020-12-29 20:55:02 main:574] : INFO : Epoch 582 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1857.28 ms [2020-12-29 20:55:03 main:574] : INFO : Epoch 583 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 1859.83 ms [2020-12-29 20:55:05 main:574] : INFO : Epoch 584 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1833.3 ms [2020-12-29 20:55:07 main:574] : INFO : Epoch 585 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1838.89 ms [2020-12-29 20:55:09 main:574] : INFO : Epoch 586 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1859.66 ms [2020-12-29 20:55:11 main:574] : INFO : Epoch 587 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 1840.2 ms [2020-12-29 20:55:13 main:574] : INFO : Epoch 588 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1836.77 ms [2020-12-29 20:55:15 main:574] : INFO : Epoch 589 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 1826.95 ms [2020-12-29 20:55:16 main:574] : INFO : Epoch 590 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 1865.13 ms [2020-12-29 20:55:18 main:574] : INFO : Epoch 591 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1853.83 ms [2020-12-29 20:55:20 main:574] : INFO : Epoch 592 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 1848.85 ms [2020-12-29 20:55:22 main:574] : INFO : Epoch 593 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1859.96 ms [2020-12-29 20:55:24 main:574] : INFO : Epoch 594 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 1881.96 ms [2020-12-29 20:55:26 main:574] : INFO : Epoch 595 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1836.96 ms [2020-12-29 20:55:28 main:574] : INFO : Epoch 596 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 1851.02 ms [2020-12-29 20:55:29 main:574] : INFO : Epoch 597 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 1843.48 ms [2020-12-29 20:55:31 main:574] : INFO : Epoch 598 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 1856.21 ms [2020-12-29 20:55:33 main:574] : INFO : Epoch 599 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1837.14 ms [2020-12-29 20:55:35 main:574] : INFO : Epoch 600 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 1855.92 ms [2020-12-29 20:55:37 main:574] : INFO : Epoch 601 | loss: 0.031166 | val_loss: 0.0311765 | Time: 1860.56 ms [2020-12-29 20:55:39 main:574] : INFO : Epoch 602 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 1849.79 ms [2020-12-29 20:55:41 main:574] : INFO : Epoch 603 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 1867.84 ms [2020-12-29 20:55:43 main:574] : INFO : Epoch 604 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 1835.69 ms [2020-12-29 20:55:44 main:574] : INFO : Epoch 605 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 1839.22 ms [2020-12-29 20:55:46 main:574] : INFO : Epoch 606 | loss: 0.0311651 | val_loss: 0.031171 | Time: 1865.14 ms [2020-12-29 20:55:48 main:574] : INFO : Epoch 607 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1855.08 ms [2020-12-29 20:55:50 main:574] : INFO : Epoch 608 | loss: 0.0311619 | val_loss: 0.0311752 | Time: 1861.19 ms [2020-12-29 20:55:52 main:574] : INFO : Epoch 609 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 1837.41 ms [2020-12-29 20:55:54 main:574] : INFO : Epoch 610 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 1869.91 ms [2020-12-29 20:55:56 main:574] : INFO : Epoch 611 | loss: 0.031163 | val_loss: 0.0311733 | Time: 1841.78 ms [2020-12-29 20:55:57 main:574] : INFO : Epoch 612 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1845.44 ms [2020-12-29 20:55:59 main:574] : INFO : Epoch 613 | loss: 0.0311671 | val_loss: 0.031169 | Time: 1837.95 ms [2020-12-29 20:56:01 main:574] : INFO : Epoch 614 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 1863.76 ms [2020-12-29 20:56:03 main:574] : INFO : Epoch 615 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 1866.66 ms [2020-12-29 20:56:05 main:574] : INFO : Epoch 616 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1846.46 ms [2020-12-29 20:56:07 main:574] : INFO : Epoch 617 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 1839.34 ms [2020-12-29 20:56:09 main:574] : INFO : Epoch 618 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 1870.02 ms [2020-12-29 20:56:11 main:574] : INFO : Epoch 619 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 1858.65 ms [2020-12-29 20:56:12 main:574] : INFO : Epoch 620 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 1859.33 ms [2020-12-29 20:56:14 main:574] : INFO : Epoch 621 | loss: 0.0311626 | val_loss: 0.0311686 | Time: 1851.58 ms [2020-12-29 20:56:16 main:574] : INFO : Epoch 622 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 1862.79 ms [2020-12-29 20:56:18 main:574] : INFO : Epoch 623 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 1853.45 ms [2020-12-29 20:56:20 main:574] : INFO : Epoch 624 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1848.49 ms [2020-12-29 20:56:22 main:574] : INFO : Epoch 625 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 1833.54 ms [2020-12-29 20:56:24 main:574] : INFO : Epoch 626 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 1874.63 ms [2020-12-29 20:56:25 main:574] : INFO : Epoch 627 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 1856.86 ms [2020-12-29 20:56:27 main:574] : INFO : Epoch 628 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 1843.51 ms [2020-12-29 20:56:29 main:574] : INFO : Epoch 629 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 1842.52 ms [2020-12-29 20:56:31 main:574] : INFO : Epoch 630 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 1861.43 ms [2020-12-29 20:56:33 main:574] : INFO : Epoch 631 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 1862.31 ms [2020-12-29 20:56:35 main:574] : INFO : Epoch 632 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 1847.79 ms [2020-12-29 20:56:37 main:574] : INFO : Epoch 633 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 1841.88 ms [2020-12-29 20:56:39 main:574] : INFO : Epoch 634 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 1866.15 ms [2020-12-29 20:56:40 main:574] : INFO : Epoch 635 | loss: 0.0311629 | val_loss: 0.03117 | Time: 1849.84 ms [2020-12-29 20:56:42 main:574] : INFO : Epoch 636 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 1858.96 ms [2020-12-29 20:56:44 main:574] : INFO : Epoch 637 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1856.7 ms [2020-12-29 20:56:46 main:574] : INFO : Epoch 638 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 1875.54 ms [2020-12-29 20:56:48 main:574] : INFO : Epoch 639 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 1844.07 ms [2020-12-29 20:56:50 main:574] : INFO : Epoch 640 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 1854.96 ms [2020-12-29 20:56:52 main:574] : INFO : Epoch 641 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 1848.77 ms [2020-12-29 20:56:53 main:574] : INFO : Epoch 642 | loss: 0.0311688 | val_loss: 0.0311668 | Time: 1862.74 ms [2020-12-29 20:56:55 main:574] : INFO : Epoch 643 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 1863.07 ms [2020-12-29 20:56:57 main:574] : INFO : Epoch 644 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 1858.2 ms [2020-12-29 20:56:59 main:574] : INFO : Epoch 645 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 1826.74 ms [2020-12-29 20:57:01 main:574] : INFO : Epoch 646 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 1842.18 ms [2020-12-29 20:57:03 main:574] : INFO : Epoch 647 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 1854.31 ms [2020-12-29 20:57:05 main:574] : INFO : Epoch 648 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 1835.81 ms [2020-12-29 20:57:06 main:574] : INFO : Epoch 649 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1840.2 ms [2020-12-29 20:57:08 main:574] : INFO : Epoch 650 | loss: 0.031164 | val_loss: 0.0311681 | Time: 1879.33 ms [2020-12-29 20:57:10 main:574] : INFO : Epoch 651 | loss: 0.0311627 | val_loss: 0.031168 | Time: 1847.38 ms [2020-12-29 20:57:12 main:574] : INFO : Epoch 652 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 1845.33 ms [2020-12-29 20:57:14 main:574] : INFO : Epoch 653 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 1825.95 ms [2020-12-29 20:57:16 main:574] : INFO : Epoch 654 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 1858.35 ms [2020-12-29 20:57:18 main:574] : INFO : Epoch 655 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1853.28 ms [2020-12-29 20:57:19 main:574] : INFO : Epoch 656 | loss: 0.031161 | val_loss: 0.0311669 | Time: 1852.4 ms [2020-12-29 20:57:21 main:574] : INFO : Epoch 657 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 1844.97 ms [2020-12-29 20:57:23 main:574] : INFO : Epoch 658 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1878.06 ms [2020-12-29 20:57:25 main:574] : INFO : Epoch 659 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 1843.28 ms [2020-12-29 20:57:27 main:574] : INFO : Epoch 660 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 1833.39 ms [2020-12-29 20:57:29 main:574] : INFO : Epoch 661 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 1837.72 ms [2020-12-29 20:57:31 main:574] : INFO : Epoch 662 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 1871.46 ms [2020-12-29 20:57:33 main:574] : INFO : Epoch 663 | loss: 0.0311606 | val_loss: 0.031168 | Time: 1860.72 ms [2020-12-29 20:57:34 main:574] : INFO : Epoch 664 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 1864.29 ms [2020-12-29 20:57:36 main:574] : INFO : Epoch 665 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 1840.65 ms [2020-12-29 20:57:38 main:574] : INFO : Epoch 666 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 1855.35 ms [2020-12-29 20:57:40 main:574] : INFO : Epoch 667 | loss: 0.031168 | val_loss: 0.0311786 | Time: 1853.8 ms [2020-12-29 20:57:42 main:574] : INFO : Epoch 668 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 1847.53 ms [2020-12-29 20:57:44 main:574] : INFO : Epoch 669 | loss: 0.0311654 | val_loss: 0.031171 | Time: 1838.86 ms [2020-12-29 20:57:46 main:574] : INFO : Epoch 670 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1876.67 ms [2020-12-29 20:57:47 main:574] : INFO : Epoch 671 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 1843.59 ms [2020-12-29 20:57:49 main:574] : INFO : Epoch 672 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1849.41 ms [2020-12-29 20:57:51 main:574] : INFO : Epoch 673 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1834.88 ms [2020-12-29 20:57:53 main:574] : INFO : Epoch 674 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 1857.08 ms [2020-12-29 20:57:55 main:574] : INFO : Epoch 675 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 1850.65 ms [2020-12-29 20:57:57 main:574] : INFO : Epoch 676 | loss: 0.0311683 | val_loss: 0.031172 | Time: 1865.57 ms [2020-12-29 20:57:59 main:574] : INFO : Epoch 677 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 1846.71 ms [2020-12-29 20:58:01 main:574] : INFO : Epoch 678 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1868.74 ms [2020-12-29 20:58:02 main:574] : INFO : Epoch 679 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 1843.88 ms [2020-12-29 20:58:04 main:574] : INFO : Epoch 680 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1862.23 ms [2020-12-29 20:58:06 main:574] : INFO : Epoch 681 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1834.69 ms [2020-12-29 20:58:08 main:574] : INFO : Epoch 682 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1865.23 ms [2020-12-29 20:58:10 main:574] : INFO : Epoch 683 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 1867.25 ms [2020-12-29 20:58:12 main:574] : INFO : Epoch 684 | loss: 0.031164 | val_loss: 0.0311723 | Time: 1859.75 ms [2020-12-29 20:58:14 main:574] : INFO : Epoch 685 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1834.74 ms [2020-12-29 20:58:15 main:574] : INFO : Epoch 686 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 1867.46 ms [2020-12-29 20:58:17 main:574] : INFO : Epoch 687 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 1848.2 ms [2020-12-29 20:58:19 main:574] : INFO : Epoch 688 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 1860.67 ms [2020-12-29 20:58:21 main:574] : INFO : Epoch 689 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1852.39 ms [2020-12-29 20:58:23 main:574] : INFO : Epoch 690 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1852.52 ms [2020-12-29 20:58:25 main:574] : INFO : Epoch 691 | loss: 0.0311629 | val_loss: 0.0311679 | Time: 1858.63 ms [2020-12-29 20:58:27 main:574] : INFO : Epoch 692 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 1853.65 ms [2020-12-29 20:58:29 main:574] : INFO : Epoch 693 | loss: 0.0311643 | val_loss: 0.0311703 | Time: 1843.47 ms [2020-12-29 20:58:30 main:574] : INFO : Epoch 694 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 1844.61 ms [2020-12-29 20:58:32 main:574] : INFO : Epoch 695 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 1858.65 ms [2020-12-29 20:58:34 main:574] : INFO : Epoch 696 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 1847.64 ms [2020-12-29 20:58:36 main:574] : INFO : Epoch 697 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 1852.51 ms [2020-12-29 20:58:38 main:574] : INFO : Epoch 698 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1865.09 ms [2020-12-29 20:58:40 main:574] : INFO : Epoch 699 | loss: 0.0311642 | val_loss: 0.0311663 | Time: 1850.24 ms [2020-12-29 20:58:42 main:574] : INFO : Epoch 700 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 1841.56 ms [2020-12-29 20:58:43 main:574] : INFO : Epoch 701 | loss: 0.0311638 | val_loss: 0.0311698 | Time: 1838.63 ms [2020-12-29 20:58:45 main:574] : INFO : Epoch 702 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 1862.07 ms [2020-12-29 20:58:47 main:574] : INFO : Epoch 703 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1858.3 ms [2020-12-29 20:58:49 main:574] : INFO : Epoch 704 | loss: 0.031161 | val_loss: 0.0311665 | Time: 1852.56 ms [2020-12-29 20:58:51 main:574] : INFO : Epoch 705 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 1841.44 ms [2020-12-29 20:58:53 main:574] : INFO : Epoch 706 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 1854.93 ms [2020-12-29 20:58:55 main:574] : INFO : Epoch 707 | loss: 0.0311631 | val_loss: 0.0311644 | Time: 1838.64 ms [2020-12-29 20:58:57 main:574] : INFO : Epoch 708 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1864.72 ms [2020-12-29 20:58:58 main:574] : INFO : Epoch 709 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 1832.34 ms [2020-12-29 20:59:00 main:574] : INFO : Epoch 710 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 1864.82 ms [2020-12-29 20:59:02 main:574] : INFO : Epoch 711 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1831.28 ms [2020-12-29 20:59:04 main:574] : INFO : Epoch 712 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 1851.69 ms [2020-12-29 20:59:06 main:574] : INFO : Epoch 713 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 1832.25 ms [2020-12-29 20:59:08 main:574] : INFO : Epoch 714 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 1856.19 ms [2020-12-29 20:59:10 main:574] : INFO : Epoch 715 | loss: 0.0311599 | val_loss: 0.0311775 | Time: 1836.55 ms [2020-12-29 20:59:11 main:574] : INFO : Epoch 716 | loss: 0.0311608 | val_loss: 0.0311666 | Time: 1854.33 ms [2020-12-29 20:59:13 main:574] : INFO : Epoch 717 | loss: 0.0311594 | val_loss: 0.0311661 | Time: 1837.41 ms [2020-12-29 20:59:15 main:574] : INFO : Epoch 718 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 1836.36 ms [2020-12-29 20:59:17 main:574] : INFO : Epoch 719 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 1832.91 ms [2020-12-29 20:59:19 main:574] : INFO : Epoch 720 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 1834.36 ms [2020-12-29 20:59:21 main:574] : INFO : Epoch 721 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 1838.56 ms [2020-12-29 20:59:22 main:574] : INFO : Epoch 722 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 1838.3 ms [2020-12-29 20:59:24 main:574] : INFO : Epoch 723 | loss: 0.0311627 | val_loss: 0.031166 | Time: 1842.4 ms [2020-12-29 20:59:26 main:574] : INFO : Epoch 724 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1842.93 ms [2020-12-29 20:59:28 main:574] : INFO : Epoch 725 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 1839.59 ms [2020-12-29 20:59:30 main:574] : INFO : Epoch 726 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1880.6 ms [2020-12-29 20:59:32 main:574] : INFO : Epoch 727 | loss: 0.0311681 | val_loss: 0.0311683 | Time: 1830.29 ms [2020-12-29 20:59:34 main:574] : INFO : Epoch 728 | loss: 0.0311644 | val_loss: 0.0311688 | Time: 1842.3 ms [2020-12-29 20:59:35 main:574] : INFO : Epoch 729 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 1841.11 ms [2020-12-29 20:59:37 main:574] : INFO : Epoch 730 | loss: 0.031164 | val_loss: 0.0311792 | Time: 1856.36 ms [2020-12-29 20:59:39 main:574] : INFO : Epoch 731 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 1845.76 ms [2020-12-29 20:59:41 main:574] : INFO : Epoch 732 | loss: 0.031164 | val_loss: 0.0311706 | Time: 1835.04 ms [2020-12-29 20:59:43 main:574] : INFO : Epoch 733 | loss: 0.0311668 | val_loss: 0.0311825 | Time: 1849.93 ms [2020-12-29 20:59:45 main:574] : INFO : Epoch 734 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 1846.78 ms [2020-12-29 20:59:47 main:574] : INFO : Epoch 735 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 1822.22 ms [2020-12-29 20:59:48 main:574] : INFO : Epoch 736 | loss: 0.0311706 | val_loss: 0.031181 | Time: 1838.76 ms [2020-12-29 20:59:50 main:574] : INFO : Epoch 737 | loss: 0.031171 | val_loss: 0.0311727 | Time: 1849.6 ms [2020-12-29 20:59:52 main:574] : INFO : Epoch 738 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 1853.15 ms [2020-12-29 20:59:54 main:574] : INFO : Epoch 739 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1850.22 ms [2020-12-29 20:59:56 main:574] : INFO : Epoch 740 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 1830.49 ms [2020-12-29 20:59:58 main:574] : INFO : Epoch 741 | loss: 0.0311709 | val_loss: 0.031179 | Time: 1849.08 ms [2020-12-29 21:00:00 main:574] : INFO : Epoch 742 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 1834.64 ms [2020-12-29 21:00:01 main:574] : INFO : Epoch 743 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1843.77 ms [2020-12-29 21:00:03 main:574] : INFO : Epoch 744 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1837.34 ms [2020-12-29 21:00:05 main:574] : INFO : Epoch 745 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 1871.14 ms [2020-12-29 21:00:07 main:574] : INFO : Epoch 746 | loss: 0.0311704 | val_loss: 0.0311848 | Time: 1849.59 ms [2020-12-29 21:00:09 main:574] : INFO : Epoch 747 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 1827.74 ms [2020-12-29 21:00:11 main:574] : INFO : Epoch 748 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1848.73 ms [2020-12-29 21:00:13 main:574] : INFO : Epoch 749 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 1855.04 ms [2020-12-29 21:00:14 main:574] : INFO : Epoch 750 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1849.97 ms [2020-12-29 21:00:16 main:574] : INFO : Epoch 751 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 1850.7 ms [2020-12-29 21:00:18 main:574] : INFO : Epoch 752 | loss: 0.0311977 | val_loss: 0.0312169 | Time: 1824.37 ms [2020-12-29 21:00:20 main:574] : INFO : Epoch 753 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1837.37 ms [2020-12-29 21:00:22 main:574] : INFO : Epoch 754 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 1833.21 ms [2020-12-29 21:00:24 main:574] : INFO : Epoch 755 | loss: 0.0312045 | val_loss: 0.0312013 | Time: 1840.31 ms [2020-12-29 21:00:26 main:574] : INFO : Epoch 756 | loss: 0.0311999 | val_loss: 0.0312004 | Time: 1811.37 ms [2020-12-29 21:00:27 main:574] : INFO : Epoch 757 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 1868.22 ms [2020-12-29 21:00:29 main:574] : INFO : Epoch 758 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 1851.75 ms [2020-12-29 21:00:31 main:574] : INFO : Epoch 759 | loss: 0.0311932 | val_loss: 0.0311919 | Time: 1836.6 ms [2020-12-29 21:00:33 main:574] : INFO : Epoch 760 | loss: 0.0311924 | val_loss: 0.0311893 | Time: 1832.59 ms [2020-12-29 21:00:35 main:574] : INFO : Epoch 761 | loss: 0.0311889 | val_loss: 0.03119 | Time: 1863.12 ms [2020-12-29 21:00:37 main:574] : INFO : Epoch 762 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 1850.88 ms [2020-12-29 21:00:39 main:574] : INFO : Epoch 763 | loss: 0.0311877 | val_loss: 0.031192 | Time: 1808.16 ms [2020-12-29 21:00:40 main:574] : INFO : Epoch 764 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 1834.79 ms [2020-12-29 21:00:42 main:574] : INFO : Epoch 765 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 1865.46 ms [2020-12-29 21:00:44 main:574] : INFO : Epoch 766 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1824.23 ms [2020-12-29 21:00:46 main:574] : INFO : Epoch 767 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 1848.03 ms [2020-12-29 21:00:48 main:574] : INFO : Epoch 768 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 1840.46 ms [2020-12-29 21:00:50 main:574] : INFO : Epoch 769 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1865.38 ms [2020-12-29 21:00:52 main:574] : INFO : Epoch 770 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 1841.12 ms [2020-12-29 21:00:53 main:574] : INFO : Epoch 771 | loss: 0.0311852 | val_loss: 0.0311938 | Time: 1853.5 ms [2020-12-29 21:00:55 main:574] : INFO : Epoch 772 | loss: 0.0311875 | val_loss: 0.0311877 | Time: 1824.01 ms [2020-12-29 21:00:57 main:574] : INFO : Epoch 773 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 1865.55 ms [2020-12-29 21:00:59 main:574] : INFO : Epoch 774 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 1850.4 ms [2020-12-29 21:01:01 main:574] : INFO : Epoch 775 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 1829.92 ms [2020-12-29 21:01:03 main:574] : INFO : Epoch 776 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1836.08 ms [2020-12-29 21:01:05 main:574] : INFO : Epoch 777 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1847.29 ms [2020-12-29 21:01:06 main:574] : INFO : Epoch 778 | loss: 0.0311844 | val_loss: 0.031192 | Time: 1825.91 ms [2020-12-29 21:01:08 main:574] : INFO : Epoch 779 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 1871.9 ms [2020-12-29 21:01:10 main:574] : INFO : Epoch 780 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 1830.76 ms [2020-12-29 21:01:12 main:574] : INFO : Epoch 781 | loss: 0.0311836 | val_loss: 0.031193 | Time: 1845.89 ms [2020-12-29 21:01:14 main:574] : INFO : Epoch 782 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 1847.93 ms [2020-12-29 21:01:16 main:574] : INFO : Epoch 783 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 1841.62 ms [2020-12-29 21:01:18 main:574] : INFO : Epoch 784 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 1839.31 ms [2020-12-29 21:01:19 main:574] : INFO : Epoch 785 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1842 ms [2020-12-29 21:01:21 main:574] : INFO : Epoch 786 | loss: 0.03118 | val_loss: 0.0311861 | Time: 1821.14 ms [2020-12-29 21:01:23 main:574] : INFO : Epoch 787 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 1848.32 ms [2020-12-29 21:01:25 main:574] : INFO : Epoch 788 | loss: 0.0311821 | val_loss: 0.031187 | Time: 1832.15 ms [2020-12-29 21:01:27 main:574] : INFO : Epoch 789 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1811.16 ms [2020-12-29 21:01:29 main:574] : INFO : Epoch 790 | loss: 0.03118 | val_loss: 0.0311859 | Time: 1836.78 ms [2020-12-29 21:01:30 main:574] : INFO : Epoch 791 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1857.35 ms [2020-12-29 21:01:32 main:574] : INFO : Epoch 792 | loss: 0.0311792 | val_loss: 0.0311948 | Time: 1838.57 ms [2020-12-29 21:01:34 main:574] : INFO : Epoch 793 | loss: 0.0311845 | val_loss: 0.0311931 | Time: 1854.68 ms [2020-12-29 21:01:36 main:574] : INFO : Epoch 794 | loss: 0.0311843 | val_loss: 0.0311833 | Time: 1850.7 ms [2020-12-29 21:01:38 main:574] : INFO : Epoch 795 | loss: 0.0311864 | val_loss: 0.031187 | Time: 1864.68 ms [2020-12-29 21:01:40 main:574] : INFO : Epoch 796 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 1840.39 ms [2020-12-29 21:01:42 main:574] : INFO : Epoch 797 | loss: 0.0311881 | val_loss: 0.03119 | Time: 1859.57 ms [2020-12-29 21:01:43 main:574] : INFO : Epoch 798 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1843.75 ms [2020-12-29 21:01:45 main:574] : INFO : Epoch 799 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 1857.33 ms [2020-12-29 21:01:47 main:574] : INFO : Epoch 800 | loss: 0.0311891 | val_loss: 0.031191 | Time: 1827.12 ms [2020-12-29 21:01:49 main:574] : INFO : Epoch 801 | loss: 0.0311865 | val_loss: 0.0311832 | Time: 1850.53 ms [2020-12-29 21:01:51 main:574] : INFO : Epoch 802 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 1817.79 ms [2020-12-29 21:01:53 main:574] : INFO : Epoch 803 | loss: 0.0311859 | val_loss: 0.0311905 | Time: 1850.51 ms [2020-12-29 21:01:55 main:574] : INFO : Epoch 804 | loss: 0.0311896 | val_loss: 0.0311853 | Time: 1845.28 ms [2020-12-29 21:01:56 main:574] : INFO : Epoch 805 | loss: 0.0311935 | val_loss: 0.0311928 | Time: 1832.53 ms [2020-12-29 21:01:58 main:574] : INFO : Epoch 806 | loss: 0.0311924 | val_loss: 0.0311896 | Time: 1869.42 ms [2020-12-29 21:02:00 main:574] : INFO : Epoch 807 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 1852.07 ms [2020-12-29 21:02:02 main:574] : INFO : Epoch 808 | loss: 0.0311903 | val_loss: 0.0311902 | Time: 1851.38 ms [2020-12-29 21:02:04 main:574] : INFO : Epoch 809 | loss: 0.03119 | val_loss: 0.031188 | Time: 1837.23 ms [2020-12-29 21:02:06 main:574] : INFO : Epoch 810 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 1845.16 ms [2020-12-29 21:02:08 main:574] : INFO : Epoch 811 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 1847.58 ms [2020-12-29 21:02:09 main:574] : INFO : Epoch 812 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1839.73 ms [2020-12-29 21:02:11 main:574] : INFO : Epoch 813 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 1856.24 ms [2020-12-29 21:02:13 main:574] : INFO : Epoch 814 | loss: 0.0311897 | val_loss: 0.0312075 | Time: 1842.33 ms [2020-12-29 21:02:15 main:574] : INFO : Epoch 815 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 1826.11 ms [2020-12-29 21:02:17 main:574] : INFO : Epoch 816 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 1864.86 ms [2020-12-29 21:02:19 main:574] : INFO : Epoch 817 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 1849.68 ms [2020-12-29 21:02:21 main:574] : INFO : Epoch 818 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 1842.31 ms [2020-12-29 21:02:22 main:574] : INFO : Epoch 819 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 1819.42 ms [2020-12-29 21:02:24 main:574] : INFO : Epoch 820 | loss: 0.031189 | val_loss: 0.0311909 | Time: 1847.77 ms [2020-12-29 21:02:26 main:574] : INFO : Epoch 821 | loss: 0.0311876 | val_loss: 0.0311958 | Time: 1844.59 ms [2020-12-29 21:02:28 main:574] : INFO : Epoch 822 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 1856.8 ms [2020-12-29 21:02:30 main:574] : INFO : Epoch 823 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 1842.39 ms [2020-12-29 21:02:32 main:574] : INFO : Epoch 824 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 1858.61 ms [2020-12-29 21:02:34 main:574] : INFO : Epoch 825 | loss: 0.031189 | val_loss: 0.0311994 | Time: 1862.13 ms [2020-12-29 21:02:35 main:574] : INFO : Epoch 826 | loss: 0.031193 | val_loss: 0.0312012 | Time: 1828.84 ms [2020-12-29 21:02:37 main:574] : INFO : Epoch 827 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 1835.08 ms [2020-12-29 21:02:39 main:574] : INFO : Epoch 828 | loss: 0.0311906 | val_loss: 0.0311908 | Time: 1844.5 ms [2020-12-29 21:02:41 main:574] : INFO : Epoch 829 | loss: 0.0311891 | val_loss: 0.0311972 | Time: 1838.05 ms [2020-12-29 21:02:43 main:574] : INFO : Epoch 830 | loss: 0.0311911 | val_loss: 0.0311907 | Time: 1853.05 ms [2020-12-29 21:02:45 main:574] : INFO : Epoch 831 | loss: 0.0311887 | val_loss: 0.031189 | Time: 1839.99 ms [2020-12-29 21:02:47 main:574] : INFO : Epoch 832 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 1852.21 ms [2020-12-29 21:02:48 main:574] : INFO : Epoch 833 | loss: 0.031188 | val_loss: 0.0311902 | Time: 1841.26 ms [2020-12-29 21:02:50 main:574] : INFO : Epoch 834 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 1846.84 ms [2020-12-29 21:02:52 main:574] : INFO : Epoch 835 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 1835.62 ms [2020-12-29 21:02:54 main:574] : INFO : Epoch 836 | loss: 0.0311889 | val_loss: 0.0311918 | Time: 1855.25 ms [2020-12-29 21:02:56 main:574] : INFO : Epoch 837 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 1825.37 ms [2020-12-29 21:02:58 main:574] : INFO : Epoch 838 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 1831.74 ms [2020-12-29 21:03:00 main:574] : INFO : Epoch 839 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 1840.89 ms [2020-12-29 21:03:01 main:574] : INFO : Epoch 840 | loss: 0.0311884 | val_loss: 0.0311932 | Time: 1856.01 ms [2020-12-29 21:03:03 main:574] : INFO : Epoch 841 | loss: 0.0311889 | val_loss: 0.0311941 | Time: 1852.59 ms [2020-12-29 21:03:05 main:574] : INFO : Epoch 842 | loss: 0.0311874 | val_loss: 0.0311889 | Time: 1832.91 ms [2020-12-29 21:03:07 main:574] : INFO : Epoch 843 | loss: 0.031187 | val_loss: 0.0311898 | Time: 1859.57 ms [2020-12-29 21:03:09 main:574] : INFO : Epoch 844 | loss: 0.0311917 | val_loss: 0.03119 | Time: 1835.13 ms [2020-12-29 21:03:11 main:574] : INFO : Epoch 845 | loss: 0.031188 | val_loss: 0.0311903 | Time: 1856.16 ms [2020-12-29 21:03:13 main:574] : INFO : Epoch 846 | loss: 0.0311875 | val_loss: 0.0311907 | Time: 1843.91 ms [2020-12-29 21:03:14 main:574] : INFO : Epoch 847 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 1853.98 ms [2020-12-29 21:03:16 main:574] : INFO : Epoch 848 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 1849.26 ms [2020-12-29 21:03:18 main:574] : INFO : Epoch 849 | loss: 0.0311862 | val_loss: 0.0311883 | Time: 1833.89 ms [2020-12-29 21:03:20 main:574] : INFO : Epoch 850 | loss: 0.031186 | val_loss: 0.0311909 | Time: 1829.72 ms [2020-12-29 21:03:22 main:574] : INFO : Epoch 851 | loss: 0.031187 | val_loss: 0.0311896 | Time: 1848.25 ms [2020-12-29 21:03:24 main:574] : INFO : Epoch 852 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1847 ms [2020-12-29 21:03:26 main:574] : INFO : Epoch 853 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 1837.76 ms [2020-12-29 21:03:27 main:574] : INFO : Epoch 854 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 1829.42 ms [2020-12-29 21:03:29 main:574] : INFO : Epoch 855 | loss: 0.031188 | val_loss: 0.0311949 | Time: 1865.07 ms [2020-12-29 21:03:31 main:574] : INFO : Epoch 856 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 1834.82 ms [2020-12-29 21:03:33 main:574] : INFO : Epoch 857 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1833.42 ms [2020-12-29 21:03:35 main:574] : INFO : Epoch 858 | loss: 0.0311876 | val_loss: 0.0311956 | Time: 1830.55 ms [2020-12-29 21:03:37 main:574] : INFO : Epoch 859 | loss: 0.0311878 | val_loss: 0.0311915 | Time: 1858.43 ms [2020-12-29 21:03:39 main:574] : INFO : Epoch 860 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 1847.68 ms [2020-12-29 21:03:40 main:574] : INFO : Epoch 861 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 1839.73 ms [2020-12-29 21:03:42 main:574] : INFO : Epoch 862 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 1831.66 ms [2020-12-29 21:03:44 main:574] : INFO : Epoch 863 | loss: 0.0311884 | val_loss: 0.0311904 | Time: 1862 ms [2020-12-29 21:03:46 main:574] : INFO : Epoch 864 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 1877.09 ms [2020-12-29 21:03:48 main:574] : INFO : Epoch 865 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 1838.46 ms [2020-12-29 21:03:50 main:574] : INFO : Epoch 866 | loss: 0.0311854 | val_loss: 0.0311887 | Time: 1845.54 ms [2020-12-29 21:03:52 main:574] : INFO : Epoch 867 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 1829.55 ms [2020-12-29 21:03:53 main:574] : INFO : Epoch 868 | loss: 0.031187 | val_loss: 0.0311893 | Time: 1843.89 ms [2020-12-29 21:03:55 main:574] : INFO : Epoch 869 | loss: 0.0311885 | val_loss: 0.0311924 | Time: 1862.72 ms [2020-12-29 21:03:57 main:574] : INFO : Epoch 870 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 1829.2 ms [2020-12-29 21:03:59 main:574] : INFO : Epoch 871 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 1871 ms [2020-12-29 21:04:01 main:574] : INFO : Epoch 872 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 1845.75 ms [2020-12-29 21:04:03 main:574] : INFO : Epoch 873 | loss: 0.0311884 | val_loss: 0.03119 | Time: 1845.7 ms [2020-12-29 21:04:05 main:574] : INFO : Epoch 874 | loss: 0.0311855 | val_loss: 0.031191 | Time: 1831.4 ms [2020-12-29 21:04:06 main:574] : INFO : Epoch 875 | loss: 0.0311852 | val_loss: 0.0311942 | Time: 1868.2 ms [2020-12-29 21:04:08 main:574] : INFO : Epoch 876 | loss: 0.0311873 | val_loss: 0.0311928 | Time: 1839.92 ms [2020-12-29 21:04:10 main:574] : INFO : Epoch 877 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 1849.5 ms [2020-12-29 21:04:12 main:574] : INFO : Epoch 878 | loss: 0.0311855 | val_loss: 0.0311922 | Time: 1835.92 ms [2020-12-29 21:04:14 main:574] : INFO : Epoch 879 | loss: 0.0311847 | val_loss: 0.0311913 | Time: 1876.49 ms [2020-12-29 21:04:16 main:574] : INFO : Epoch 880 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 1852.3 ms [2020-12-29 21:04:18 main:574] : INFO : Epoch 881 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1830.56 ms [2020-12-29 21:04:19 main:574] : INFO : Epoch 882 | loss: 0.0311858 | val_loss: 0.0311963 | Time: 1825.39 ms [2020-12-29 21:04:21 main:574] : INFO : Epoch 883 | loss: 0.0311868 | val_loss: 0.031188 | Time: 1866.84 ms [2020-12-29 21:04:23 main:574] : INFO : Epoch 884 | loss: 0.0311845 | val_loss: 0.0311888 | Time: 1836.12 ms [2020-12-29 21:04:25 main:574] : INFO : Epoch 885 | loss: 0.0311867 | val_loss: 0.031191 | Time: 1848.91 ms [2020-12-29 21:04:27 main:574] : INFO : Epoch 886 | loss: 0.0311877 | val_loss: 0.0311889 | Time: 1819.12 ms [2020-12-29 21:04:29 main:574] : INFO : Epoch 887 | loss: 0.031188 | val_loss: 0.0311924 | Time: 1881.4 ms [2020-12-29 21:04:31 main:574] : INFO : Epoch 888 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 1860.1 ms [2020-12-29 21:04:32 main:574] : INFO : Epoch 889 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 1851.05 ms [2020-12-29 21:04:34 main:574] : INFO : Epoch 890 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 1838.49 ms [2020-12-29 21:04:36 main:574] : INFO : Epoch 891 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 1856.75 ms [2020-12-29 21:04:38 main:574] : INFO : Epoch 892 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 1831.49 ms [2020-12-29 21:04:40 main:574] : INFO : Epoch 893 | loss: 0.031184 | val_loss: 0.0311876 | Time: 1854.52 ms [2020-12-29 21:04:42 main:574] : INFO : Epoch 894 | loss: 0.031186 | val_loss: 0.031188 | Time: 1855.04 ms [2020-12-29 21:04:44 main:574] : INFO : Epoch 895 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 1831.83 ms [2020-12-29 21:04:45 main:574] : INFO : Epoch 896 | loss: 0.0311857 | val_loss: 0.0311944 | Time: 1826.75 ms [2020-12-29 21:04:47 main:574] : INFO : Epoch 897 | loss: 0.0311894 | val_loss: 0.0311997 | Time: 1838.44 ms [2020-12-29 21:04:49 main:574] : INFO : Epoch 898 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 1842.74 ms [2020-12-29 21:04:51 main:574] : INFO : Epoch 899 | loss: 0.0311866 | val_loss: 0.0311882 | Time: 1829.22 ms [2020-12-29 21:04:53 main:574] : INFO : Epoch 900 | loss: 0.0311859 | val_loss: 0.0311904 | Time: 1865.76 ms [2020-12-29 21:04:55 main:574] : INFO : Epoch 901 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 1844.17 ms [2020-12-29 21:04:57 main:574] : INFO : Epoch 902 | loss: 0.0311829 | val_loss: 0.0311886 | Time: 1864.03 ms [2020-12-29 21:04:58 main:574] : INFO : Epoch 903 | loss: 0.0311841 | val_loss: 0.031188 | Time: 1854.31 ms [2020-12-29 21:05:00 main:574] : INFO : Epoch 904 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 1876.4 ms [2020-12-29 21:05:02 main:574] : INFO : Epoch 905 | loss: 0.0311833 | val_loss: 0.0311935 | Time: 1855.64 ms [2020-12-29 21:05:04 main:574] : INFO : Epoch 906 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1865.69 ms [2020-12-29 21:05:06 main:574] : INFO : Epoch 907 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 1833.23 ms [2020-12-29 21:05:08 main:574] : INFO : Epoch 908 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1835.82 ms [2020-12-29 21:05:10 main:574] : INFO : Epoch 909 | loss: 0.0311837 | val_loss: 0.0311892 | Time: 1856.5 ms [2020-12-29 21:05:11 main:574] : INFO : Epoch 910 | loss: 0.031186 | val_loss: 0.0311958 | Time: 1857.48 ms [2020-12-29 21:05:13 main:574] : INFO : Epoch 911 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 1855.56 ms [2020-12-29 21:05:15 main:574] : INFO : Epoch 912 | loss: 0.0311835 | val_loss: 0.0311908 | Time: 1872.15 ms [2020-12-29 21:05:17 main:574] : INFO : Epoch 913 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 1867.52 ms [2020-12-29 21:05:19 main:574] : INFO : Epoch 914 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 1866.94 ms [2020-12-29 21:05:21 main:574] : INFO : Epoch 915 | loss: 0.0311859 | val_loss: 0.0311889 | Time: 1879.96 ms [2020-12-29 21:05:23 main:574] : INFO : Epoch 916 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 1868.07 ms [2020-12-29 21:05:25 main:574] : INFO : Epoch 917 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 1876.59 ms [2020-12-29 21:05:26 main:574] : INFO : Epoch 918 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1863.85 ms [2020-12-29 21:05:28 main:574] : INFO : Epoch 919 | loss: 0.0311846 | val_loss: 0.031196 | Time: 1863.13 ms [2020-12-29 21:05:30 main:574] : INFO : Epoch 920 | loss: 0.031186 | val_loss: 0.031187 | Time: 1866.01 ms [2020-12-29 21:05:32 main:574] : INFO : Epoch 921 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 1846.58 ms [2020-12-29 21:05:34 main:574] : INFO : Epoch 922 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1881.8 ms [2020-12-29 21:05:36 main:574] : INFO : Epoch 923 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 1893.84 ms [2020-12-29 21:05:38 main:574] : INFO : Epoch 924 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 1877.66 ms [2020-12-29 21:05:40 main:574] : INFO : Epoch 925 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 1867.29 ms [2020-12-29 21:05:42 main:574] : INFO : Epoch 926 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1900.86 ms [2020-12-29 21:05:43 main:574] : INFO : Epoch 927 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 1851 ms [2020-12-29 21:05:45 main:574] : INFO : Epoch 928 | loss: 0.0311896 | val_loss: 0.0311881 | Time: 1844.25 ms [2020-12-29 21:05:47 main:574] : INFO : Epoch 929 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1849.1 ms [2020-12-29 21:05:49 main:574] : INFO : Epoch 930 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1863.7 ms [2020-12-29 21:05:51 main:574] : INFO : Epoch 931 | loss: 0.0311824 | val_loss: 0.0311868 | Time: 1880.05 ms [2020-12-29 21:05:53 main:574] : INFO : Epoch 932 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 1835.66 ms [2020-12-29 21:05:55 main:574] : INFO : Epoch 933 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 1866.44 ms [2020-12-29 21:05:57 main:574] : INFO : Epoch 934 | loss: 0.0311828 | val_loss: 0.0311944 | Time: 1860.58 ms [2020-12-29 21:05:58 main:574] : INFO : Epoch 935 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 1878.08 ms [2020-12-29 21:06:00 main:574] : INFO : Epoch 936 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 1867.55 ms [2020-12-29 21:06:02 main:574] : INFO : Epoch 937 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 1872.29 ms [2020-12-29 21:06:04 main:574] : INFO : Epoch 938 | loss: 0.0311857 | val_loss: 0.0311952 | Time: 1882.47 ms [2020-12-29 21:06:06 main:574] : INFO : Epoch 939 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 1867.94 ms [2020-12-29 21:06:08 main:574] : INFO : Epoch 940 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 1871.72 ms [2020-12-29 21:06:10 main:574] : INFO : Epoch 941 | loss: 0.0311819 | val_loss: 0.0311896 | Time: 1872.06 ms [2020-12-29 21:06:12 main:574] : INFO : Epoch 942 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 1874.49 ms [2020-12-29 21:06:13 main:574] : INFO : Epoch 943 | loss: 0.031183 | val_loss: 0.0311871 | Time: 1862.22 ms [2020-12-29 21:06:15 main:574] : INFO : Epoch 944 | loss: 0.0311845 | val_loss: 0.031186 | Time: 1871.9 ms [2020-12-29 21:06:17 main:574] : INFO : Epoch 945 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1854.11 ms [2020-12-29 21:06:19 main:574] : INFO : Epoch 946 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 1854.61 ms [2020-12-29 21:06:21 main:574] : INFO : Epoch 947 | loss: 0.0311827 | val_loss: 0.0311882 | Time: 1845.95 ms [2020-12-29 21:06:23 main:574] : INFO : Epoch 948 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 1858.81 ms [2020-12-29 21:06:25 main:574] : INFO : Epoch 949 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 1853.97 ms [2020-12-29 21:06:27 main:574] : INFO : Epoch 950 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 1837.47 ms [2020-12-29 21:06:28 main:574] : INFO : Epoch 951 | loss: 0.0311837 | val_loss: 0.031187 | Time: 1835.92 ms [2020-12-29 21:06:30 main:574] : INFO : Epoch 952 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 1856.37 ms [2020-12-29 21:06:32 main:574] : INFO : Epoch 953 | loss: 0.0311814 | val_loss: 0.0311859 | Time: 1844.66 ms [2020-12-29 21:06:34 main:574] : INFO : Epoch 954 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 1853.46 ms [2020-12-29 21:06:36 main:574] : INFO : Epoch 955 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 1841.16 ms [2020-12-29 21:06:38 main:574] : INFO : Epoch 956 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1847.46 ms [2020-12-29 21:06:40 main:574] : INFO : Epoch 957 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 1841.17 ms [2020-12-29 21:06:41 main:574] : INFO : Epoch 958 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 1856.17 ms [2020-12-29 21:06:43 main:574] : INFO : Epoch 959 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 1835.68 ms [2020-12-29 21:06:45 main:574] : INFO : Epoch 960 | loss: 0.0311842 | val_loss: 0.031188 | Time: 1856.87 ms [2020-12-29 21:06:47 main:574] : INFO : Epoch 961 | loss: 0.0311822 | val_loss: 0.0311905 | Time: 1835.69 ms [2020-12-29 21:06:49 main:574] : INFO : Epoch 962 | loss: 0.0311849 | val_loss: 0.0311973 | Time: 1872.32 ms [2020-12-29 21:06:51 main:574] : INFO : Epoch 963 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 1849.65 ms [2020-12-29 21:06:53 main:574] : INFO : Epoch 964 | loss: 0.0311841 | val_loss: 0.031188 | Time: 1854.21 ms [2020-12-29 21:06:54 main:574] : INFO : Epoch 965 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 1845.18 ms [2020-12-29 21:06:56 main:574] : INFO : Epoch 966 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 1841.71 ms [2020-12-29 21:06:58 main:574] : INFO : Epoch 967 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 1828.15 ms [2020-12-29 21:07:00 main:574] : INFO : Epoch 968 | loss: 0.031181 | val_loss: 0.031188 | Time: 1841.98 ms [2020-12-29 21:07:02 main:574] : INFO : Epoch 969 | loss: 0.031184 | val_loss: 0.0311864 | Time: 1861.09 ms [2020-12-29 21:07:04 main:574] : INFO : Epoch 970 | loss: 0.0311817 | val_loss: 0.0311965 | Time: 1849.58 ms [2020-12-29 21:07:06 main:574] : INFO : Epoch 971 | loss: 0.031185 | val_loss: 0.0311864 | Time: 1861.72 ms [2020-12-29 21:07:07 main:574] : INFO : Epoch 972 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 1830.83 ms [2020-12-29 21:07:09 main:574] : INFO : Epoch 973 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 1856.94 ms [2020-12-29 21:07:11 main:574] : INFO : Epoch 974 | loss: 0.0311842 | val_loss: 0.031187 | Time: 1843.51 ms [2020-12-29 21:07:13 main:574] : INFO : Epoch 975 | loss: 0.0311821 | val_loss: 0.0311892 | Time: 1849.23 ms [2020-12-29 21:07:15 main:574] : INFO : Epoch 976 | loss: 0.0311815 | val_loss: 0.0311887 | Time: 1856.92 ms [2020-12-29 21:07:17 main:574] : INFO : Epoch 977 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 1847.8 ms [2020-12-29 21:07:19 main:574] : INFO : Epoch 978 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 1845.84 ms [2020-12-29 21:07:20 main:574] : INFO : Epoch 979 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1842.77 ms [2020-12-29 21:07:22 main:574] : INFO : Epoch 980 | loss: 0.0311822 | val_loss: 0.0311853 | Time: 1857.16 ms [2020-12-29 21:07:24 main:574] : INFO : Epoch 981 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 1845.53 ms [2020-12-29 21:07:26 main:574] : INFO : Epoch 982 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 1827.81 ms [2020-12-29 21:07:28 main:574] : INFO : Epoch 983 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 1831.31 ms [2020-12-29 21:07:30 main:574] : INFO : Epoch 984 | loss: 0.0311837 | val_loss: 0.0311925 | Time: 1846.47 ms [2020-12-29 21:07:32 main:574] : INFO : Epoch 985 | loss: 0.031186 | val_loss: 0.0311943 | Time: 1830.26 ms [2020-12-29 21:07:33 main:574] : INFO : Epoch 986 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 1858.93 ms [2020-12-29 21:07:35 main:574] : INFO : Epoch 987 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 1825.33 ms [2020-12-29 21:07:37 main:574] : INFO : Epoch 988 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 1858.22 ms [2020-12-29 21:07:39 main:574] : INFO : Epoch 989 | loss: 0.031182 | val_loss: 0.0311885 | Time: 1835.6 ms [2020-12-29 21:07:41 main:574] : INFO : Epoch 990 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 1856.88 ms [2020-12-29 21:07:43 main:574] : INFO : Epoch 991 | loss: 0.0311817 | val_loss: 0.0311888 | Time: 1835.71 ms [2020-12-29 21:07:45 main:574] : INFO : Epoch 992 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 1855.75 ms [2020-12-29 21:07:46 main:574] : INFO : Epoch 993 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 1831.93 ms [2020-12-29 21:07:48 main:574] : INFO : Epoch 994 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 1853.93 ms [2020-12-29 21:07:50 main:574] : INFO : Epoch 995 | loss: 0.0311834 | val_loss: 0.0311874 | Time: 1840.51 ms [2020-12-29 21:07:52 main:574] : INFO : Epoch 996 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 1872.36 ms [2020-12-29 21:07:54 main:574] : INFO : Epoch 997 | loss: 0.0311808 | val_loss: 0.0311884 | Time: 1846.88 ms [2020-12-29 21:07:56 main:574] : INFO : Epoch 998 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 1846.59 ms [2020-12-29 21:07:58 main:574] : INFO : Epoch 999 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1848.88 ms [2020-12-29 21:07:59 main:574] : INFO : Epoch 1000 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 1843.8 ms [2020-12-29 21:08:01 main:574] : INFO : Epoch 1001 | loss: 0.0311808 | val_loss: 0.0311865 | Time: 1856.53 ms [2020-12-29 21:08:03 main:574] : INFO : Epoch 1002 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 1874.6 ms [2020-12-29 21:08:05 main:574] : INFO : Epoch 1003 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 1841.21 ms [2020-12-29 21:08:07 main:574] : INFO : Epoch 1004 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 1862.71 ms [2020-12-29 21:08:09 main:574] : INFO : Epoch 1005 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 1833.88 ms [2020-12-29 21:08:11 main:574] : INFO : Epoch 1006 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1852.81 ms [2020-12-29 21:08:13 main:574] : INFO : Epoch 1007 | loss: 0.0311838 | val_loss: 0.031187 | Time: 1868.56 ms [2020-12-29 21:08:14 main:574] : INFO : Epoch 1008 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 1845.39 ms [2020-12-29 21:08:16 main:574] : INFO : Epoch 1009 | loss: 0.0311838 | val_loss: 0.0311935 | Time: 1839.01 ms [2020-12-29 21:08:18 main:574] : INFO : Epoch 1010 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 1846.72 ms [2020-12-29 21:08:20 main:574] : INFO : Epoch 1011 | loss: 0.0311824 | val_loss: 0.031187 | Time: 1848.51 ms [2020-12-29 21:08:22 main:574] : INFO : Epoch 1012 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 1864.38 ms [2020-12-29 21:08:24 main:574] : INFO : Epoch 1013 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 1851.92 ms [2020-12-29 21:08:26 main:574] : INFO : Epoch 1014 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 1845.4 ms [2020-12-29 21:08:27 main:574] : INFO : Epoch 1015 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 1855.56 ms [2020-12-29 21:08:29 main:574] : INFO : Epoch 1016 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 1846.15 ms [2020-12-29 21:08:31 main:574] : INFO : Epoch 1017 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 1828.73 ms [2020-12-29 21:08:33 main:574] : INFO : Epoch 1018 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 1875.27 ms [2020-12-29 21:08:35 main:574] : INFO : Epoch 1019 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 1834.29 ms [2020-12-29 21:08:37 main:574] : INFO : Epoch 1020 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 1882.16 ms [2020-12-29 21:08:39 main:574] : INFO : Epoch 1021 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 1853.45 ms [2020-12-29 21:08:41 main:574] : INFO : Epoch 1022 | loss: 0.031181 | val_loss: 0.0311865 | Time: 1857.93 ms [2020-12-29 21:08:42 main:574] : INFO : Epoch 1023 | loss: 0.0311839 | val_loss: 0.0311931 | Time: 1820.21 ms [2020-12-29 21:08:44 main:574] : INFO : Epoch 1024 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 1854.74 ms [2020-12-29 21:08:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311934 [2020-12-29 21:08:44 main:603] : INFO : Saving end state to config to file [2020-12-29 21:08:44 main:608] : INFO : Success, exiting.. 21:08:44 (1476): 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)