Task 3326699
| Name | ParityMachine-1606531023-15134-5_0 |
| Workunit | 1590050 |
| Created | 18 Dec 2020, 16:28:52 UTC |
| Sent | 20 Dec 2020, 18:24:41 UTC |
| Report deadline | 27 Dec 2020, 18:24:41 UTC |
| Received | 21 Dec 2020, 7:05:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 35 min 1 sec |
| CPU time | 34 min 57 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 510 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 2058.6 ms [2020-12-21 00:47:19 main:581] : INFO : Epoch 511 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 2059.52 ms [2020-12-21 00:47:21 main:581] : INFO : Epoch 512 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2046.91 ms [2020-12-21 00:47:23 main:581] : INFO : Epoch 513 | loss: 0.031161 | val_loss: 0.0311709 | Time: 2047.03 ms [2020-12-21 00:47:25 main:581] : INFO : Epoch 514 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2046.25 ms [2020-12-21 00:47:27 main:581] : INFO : Epoch 515 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 2055.5 ms [2020-12-21 00:47:29 main:581] : INFO : Epoch 516 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2067.14 ms [2020-12-21 00:47:32 main:581] : INFO : Epoch 517 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 2054.07 ms [2020-12-21 00:47:34 main:581] : INFO : Epoch 518 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 2057.41 ms [2020-12-21 00:47:36 main:581] : INFO : Epoch 519 | loss: 0.031165 | val_loss: 0.031179 | Time: 2049.17 ms [2020-12-21 00:47:38 main:581] : INFO : Epoch 520 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2051.5 ms [2020-12-21 00:47:40 main:581] : INFO : Epoch 521 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 2062.1 ms [2020-12-21 00:47:42 main:581] : INFO : Epoch 522 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 2063.72 ms [2020-12-21 00:47:44 main:581] : INFO : Epoch 523 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 2059.07 ms [2020-12-21 00:47:46 main:581] : INFO : Epoch 524 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2065.29 ms [2020-12-21 00:47:48 main:581] : INFO : Epoch 525 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 2058.33 ms [2020-12-21 00:47:50 main:581] : INFO : Epoch 526 | loss: 0.0311606 | val_loss: 0.0311699 | Time: 2056.06 ms [2020-12-21 00:47:52 main:581] : INFO : Epoch 527 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 2056.98 ms [2020-12-21 00:47:54 main:581] : INFO : Epoch 528 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 2069.82 ms [2020-12-21 00:47:56 main:581] : INFO : Epoch 529 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 2053.11 ms [2020-12-21 00:47:58 main:581] : INFO : Epoch 530 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2059.97 ms [2020-12-21 00:48:00 main:581] : INFO : Epoch 531 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 2067.85 ms [2020-12-21 00:48:02 main:581] : INFO : Epoch 532 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 2060.39 ms [2020-12-21 00:48:04 main:581] : INFO : Epoch 533 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 2062.2 ms [2020-12-21 00:48:07 main:581] : INFO : Epoch 534 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2043.77 ms [2020-12-21 00:48:09 main:581] : INFO : Epoch 535 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 2049.87 ms [2020-12-21 00:48:11 main:581] : INFO : Epoch 536 | loss: 0.0311651 | val_loss: 0.0311816 | Time: 2053.95 ms [2020-12-21 00:48:13 main:581] : INFO : Epoch 537 | loss: 0.0311833 | val_loss: 0.0311946 | Time: 2061.94 ms [2020-12-21 00:48:15 main:581] : INFO : Epoch 538 | loss: 0.0311907 | val_loss: 0.0311899 | Time: 2057.33 ms [2020-12-21 00:48:17 main:581] : INFO : Epoch 539 | loss: 0.0311912 | val_loss: 0.0311903 | Time: 2057.99 ms [2020-12-21 00:48:19 main:581] : INFO : Epoch 540 | loss: 0.0311965 | val_loss: 0.0312006 | Time: 2061.54 ms [2020-12-21 00:48:21 main:581] : INFO : Epoch 541 | loss: 0.0311941 | val_loss: 0.0311866 | Time: 2059.35 ms [2020-12-21 00:48:23 main:581] : INFO : Epoch 542 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 2047.25 ms [2020-12-21 00:48:25 main:581] : INFO : Epoch 543 | loss: 0.031181 | val_loss: 0.0311817 | Time: 2056.82 ms [2020-12-21 00:48:27 main:581] : INFO : Epoch 544 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 2056.02 ms [2020-12-21 00:48:29 main:581] : INFO : Epoch 545 | loss: 0.0311779 | val_loss: 0.031182 | Time: 2047.34 ms [2020-12-21 00:48:31 main:581] : INFO : Epoch 546 | loss: 0.031178 | val_loss: 0.031184 | Time: 2053.98 ms [2020-12-21 00:48:33 main:581] : INFO : Epoch 547 | loss: 0.0311776 | val_loss: 0.031181 | Time: 2053.46 ms [2020-12-21 00:48:35 main:581] : INFO : Epoch 548 | loss: 0.0311832 | val_loss: 0.0311908 | Time: 2052.19 ms [2020-12-21 00:48:37 main:581] : INFO : Epoch 549 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 2046.17 ms [2020-12-21 00:48:39 main:581] : INFO : Epoch 550 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2056.88 ms [2020-12-21 00:48:41 main:581] : INFO : Epoch 551 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 2064.23 ms [2020-12-21 00:48:43 main:581] : INFO : Epoch 552 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 2048.36 ms [2020-12-21 00:48:46 main:581] : INFO : Epoch 553 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 2052.92 ms [2020-12-21 00:48:48 main:581] : INFO : Epoch 554 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 2053.41 ms [2020-12-21 00:48:50 main:581] : INFO : Epoch 555 | loss: 0.031186 | val_loss: 0.0311886 | Time: 2053.77 ms [2020-12-21 00:48:52 main:581] : INFO : Epoch 556 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2056.98 ms [2020-12-21 00:48:54 main:581] : INFO : Epoch 557 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 2059.31 ms [2020-12-21 00:48:56 main:581] : INFO : Epoch 558 | loss: 0.0311804 | val_loss: 0.0311903 | Time: 2056.13 ms [2020-12-21 00:48:58 main:581] : INFO : Epoch 559 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2056.97 ms [2020-12-21 00:49:00 main:581] : INFO : Epoch 560 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 2052.06 ms [2020-12-21 00:49:02 main:581] : INFO : Epoch 561 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2052.3 ms [2020-12-21 00:49:04 main:581] : INFO : Epoch 562 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 2040.04 ms [2020-12-21 00:49:06 main:581] : INFO : Epoch 563 | loss: 0.0311778 | val_loss: 0.031187 | Time: 2044.34 ms [2020-12-21 00:49:08 main:581] : INFO : Epoch 564 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 2050.55 ms [2020-12-21 00:49:10 main:581] : INFO : Epoch 565 | loss: 0.0311761 | val_loss: 0.0311863 | Time: 2054.62 ms [2020-12-21 00:49:12 main:581] : INFO : Epoch 566 | loss: 0.0311772 | val_loss: 0.0311855 | Time: 2049.3 ms [2020-12-21 00:49:14 main:581] : INFO : Epoch 567 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2052.54 ms [2020-12-21 00:49:16 main:581] : INFO : Epoch 568 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 2047.75 ms [2020-12-21 00:49:18 main:581] : INFO : Epoch 569 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2050.98 ms [2020-12-21 00:49:20 main:581] : INFO : Epoch 570 | loss: 0.0311789 | val_loss: 0.0311862 | Time: 2049.6 ms [2020-12-21 00:49:22 main:581] : INFO : Epoch 571 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 2053.26 ms [2020-12-21 00:49:25 main:581] : INFO : Epoch 572 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 2042.47 ms [2020-12-21 00:49:27 main:581] : INFO : Epoch 573 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 2051.36 ms [2020-12-21 00:49:29 main:581] : INFO : Epoch 574 | loss: 0.0311755 | val_loss: 0.031185 | Time: 2037.06 ms [2020-12-21 00:49:31 main:581] : INFO : Epoch 575 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 2043.94 ms [2020-12-21 00:49:33 main:581] : INFO : Epoch 576 | loss: 0.0311768 | val_loss: 0.0311902 | Time: 2034.89 ms [2020-12-21 00:49:35 main:581] : INFO : Epoch 577 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 2053.12 ms [2020-12-21 00:49:37 main:581] : INFO : Epoch 578 | loss: 0.0311766 | val_loss: 0.0311843 | Time: 2052.15 ms [2020-12-21 00:49:39 main:581] : INFO : Epoch 579 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 2053.68 ms [2020-12-21 00:49:41 main:581] : INFO : Epoch 580 | loss: 0.0311759 | val_loss: 0.0311857 | Time: 2050.18 ms [2020-12-21 00:49:43 main:581] : INFO : Epoch 581 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 2041.77 ms [2020-12-21 00:49:45 main:581] : INFO : Epoch 582 | loss: 0.031175 | val_loss: 0.0311825 | Time: 2052.69 ms [2020-12-21 00:49:47 main:581] : INFO : Epoch 583 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2047.98 ms [2020-12-21 00:49:49 main:581] : INFO : Epoch 584 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2049.85 ms [2020-12-21 00:49:51 main:581] : INFO : Epoch 585 | loss: 0.0311734 | val_loss: 0.03118 | Time: 2049.53 ms [2020-12-21 00:49:53 main:581] : INFO : Epoch 586 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 2044.55 ms [2020-12-21 00:49:55 main:581] : INFO : Epoch 587 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 2039.82 ms [2020-12-21 00:49:57 main:581] : INFO : Epoch 588 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2060.06 ms [2020-12-21 00:49:59 main:581] : INFO : Epoch 589 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 2052.29 ms [2020-12-21 00:50:01 main:581] : INFO : Epoch 590 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2056.73 ms [2020-12-21 00:50:03 main:581] : INFO : Epoch 591 | loss: 0.031172 | val_loss: 0.0311832 | Time: 2058.6 ms [2020-12-21 00:50:06 main:581] : INFO : Epoch 592 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 2046.83 ms [2020-12-21 00:50:08 main:581] : INFO : Epoch 593 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 2046.92 ms [2020-12-21 00:50:10 main:581] : INFO : Epoch 594 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 2044.78 ms [2020-12-21 00:50:12 main:581] : INFO : Epoch 595 | loss: 0.0311704 | val_loss: 0.0311822 | Time: 2049.07 ms [2020-12-21 00:50:14 main:581] : INFO : Epoch 596 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 2049.74 ms [2020-12-21 00:50:16 main:581] : INFO : Epoch 597 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 2041.5 ms [2020-12-21 00:50:18 main:581] : INFO : Epoch 598 | loss: 0.0311683 | val_loss: 0.0311794 | Time: 2050.82 ms [2020-12-21 00:50:20 main:581] : INFO : Epoch 599 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 2047.35 ms [2020-12-21 00:50:22 main:581] : INFO : Epoch 600 | loss: 0.0311699 | val_loss: 0.0311803 | Time: 2042.84 ms [2020-12-21 00:50:24 main:581] : INFO : Epoch 601 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 2046.4 ms [2020-12-21 00:50:26 main:581] : INFO : Epoch 602 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 2050.12 ms [2020-12-21 00:50:28 main:581] : INFO : Epoch 603 | loss: 0.0311694 | val_loss: 0.031182 | Time: 2058.29 ms [2020-12-21 00:50:30 main:581] : INFO : Epoch 604 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 2041.5 ms [2020-12-21 00:50:32 main:581] : INFO : Epoch 605 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 2050.2 ms [2020-12-21 00:50:34 main:581] : INFO : Epoch 606 | loss: 0.0311678 | val_loss: 0.031178 | Time: 2045.96 ms [2020-12-21 00:50:36 main:581] : INFO : Epoch 607 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 2049.81 ms [2020-12-21 00:50:38 main:581] : INFO : Epoch 608 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 2046.71 ms [2020-12-21 00:50:40 main:581] : INFO : Epoch 609 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 2052.27 ms [2020-12-21 00:50:42 main:581] : INFO : Epoch 610 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 2041.46 ms [2020-12-21 00:50:44 main:581] : INFO : Epoch 611 | loss: 0.031166 | val_loss: 0.031179 | Time: 2049.42 ms [2020-12-21 00:50:46 main:581] : INFO : Epoch 612 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 2051.12 ms [2020-12-21 00:50:49 main:581] : INFO : Epoch 613 | loss: 0.0311677 | val_loss: 0.03118 | Time: 2047.43 ms [2020-12-21 00:50:51 main:581] : INFO : Epoch 614 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 2042.85 ms [2020-12-21 00:50:53 main:581] : INFO : Epoch 615 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 2061.16 ms [2020-12-21 00:50:55 main:581] : INFO : Epoch 616 | loss: 0.0311661 | val_loss: 0.0311826 | Time: 2048.12 ms [2020-12-21 00:50:57 main:581] : INFO : Epoch 617 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 2042.5 ms [2020-12-21 00:50:59 main:581] : INFO : Epoch 618 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 2049.73 ms [2020-12-21 00:51:01 main:581] : INFO : Epoch 619 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 2050.9 ms [2020-12-21 00:51:03 main:581] : INFO : Epoch 620 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 2050.37 ms [2020-12-21 00:51:05 main:581] : INFO : Epoch 621 | loss: 0.031166 | val_loss: 0.0311799 | Time: 2043.14 ms [2020-12-21 00:51:07 main:581] : INFO : Epoch 622 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 2050.09 ms [2020-12-21 00:51:09 main:581] : INFO : Epoch 623 | loss: 0.0311652 | val_loss: 0.0311795 | Time: 2049.89 ms [2020-12-21 00:51:11 main:581] : INFO : Epoch 624 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 2044.48 ms [2020-12-21 00:51:13 main:581] : INFO : Epoch 625 | loss: 0.0311656 | val_loss: 0.0311794 | Time: 2050.24 ms [2020-12-21 00:51:15 main:581] : INFO : Epoch 626 | loss: 0.0311648 | val_loss: 0.0311801 | Time: 2049.45 ms [2020-12-21 00:51:17 main:581] : INFO : Epoch 627 | loss: 0.0311659 | val_loss: 0.0311826 | Time: 2035.88 ms [2020-12-21 00:51:19 main:581] : INFO : Epoch 628 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 2050.05 ms [2020-12-21 00:51:21 main:581] : INFO : Epoch 629 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 2036.61 ms [2020-12-21 00:51:23 main:581] : INFO : Epoch 630 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 2044.4 ms [2020-12-21 00:51:25 main:581] : INFO : Epoch 631 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 2047.03 ms [2020-12-21 00:51:27 main:581] : INFO : Epoch 632 | loss: 0.0311663 | val_loss: 0.0311842 | Time: 2046.82 ms [2020-12-21 00:51:29 main:581] : INFO : Epoch 633 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2048.22 ms [2020-12-21 00:51:32 main:581] : INFO : Epoch 634 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 2036.15 ms [2020-12-21 00:51:34 main:581] : INFO : Epoch 635 | loss: 0.0311657 | val_loss: 0.03118 | Time: 2040.51 ms [2020-12-21 00:51:36 main:581] : INFO : Epoch 636 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 2055.13 ms [2020-12-21 00:51:38 main:581] : INFO : Epoch 637 | loss: 0.031164 | val_loss: 0.0311783 | Time: 2045.84 ms [2020-12-21 00:51:40 main:581] : INFO : Epoch 638 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 2050.49 ms [2020-12-21 00:51:42 main:581] : INFO : Epoch 639 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 2053.13 ms [2020-12-21 00:51:44 main:581] : INFO : Epoch 640 | loss: 0.0311648 | val_loss: 0.0311815 | Time: 2048.25 ms [2020-12-21 00:51:46 main:581] : INFO : Epoch 641 | loss: 0.0311658 | val_loss: 0.0311798 | Time: 2041.81 ms [2020-12-21 00:51:48 main:581] : INFO : Epoch 642 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 2047.83 ms [2020-12-21 00:51:50 main:581] : INFO : Epoch 643 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 2047.05 ms [2020-12-21 00:51:52 main:581] : INFO : Epoch 644 | loss: 0.031165 | val_loss: 0.0311785 | Time: 2047.75 ms [2020-12-21 00:51:54 main:581] : INFO : Epoch 645 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 2044.61 ms [2020-12-21 00:51:56 main:581] : INFO : Epoch 646 | loss: 0.0311639 | val_loss: 0.0311788 | Time: 2038.46 ms [2020-12-21 00:51:58 main:581] : INFO : Epoch 647 | loss: 0.0311636 | val_loss: 0.0311788 | Time: 2045.36 ms [2020-12-21 00:52:00 main:581] : INFO : Epoch 648 | loss: 0.0311627 | val_loss: 0.0311803 | Time: 2049.15 ms [2020-12-21 00:52:02 main:581] : INFO : Epoch 649 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 2045.19 ms [2020-12-21 00:52:04 main:581] : INFO : Epoch 650 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 2051.09 ms [2020-12-21 00:52:06 main:581] : INFO : Epoch 651 | loss: 0.0311667 | val_loss: 0.0311793 | Time: 2052.19 ms [2020-12-21 00:52:08 main:581] : INFO : Epoch 652 | loss: 0.0311644 | val_loss: 0.0311797 | Time: 2044.68 ms [2020-12-21 00:52:10 main:581] : INFO : Epoch 653 | loss: 0.0311638 | val_loss: 0.0311848 | Time: 2049.38 ms [2020-12-21 00:52:12 main:581] : INFO : Epoch 654 | loss: 0.0311661 | val_loss: 0.0311842 | Time: 2048.99 ms [2020-12-21 00:52:14 main:581] : INFO : Epoch 655 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 2041.83 ms [2020-12-21 00:52:17 main:581] : INFO : Epoch 656 | loss: 0.0311674 | val_loss: 0.0311855 | Time: 2056.4 ms [2020-12-21 00:52:19 main:581] : INFO : Epoch 657 | loss: 0.0311647 | val_loss: 0.0311822 | Time: 2046.12 ms [2020-12-21 00:52:21 main:581] : INFO : Epoch 658 | loss: 0.0311637 | val_loss: 0.0311811 | Time: 2051.26 ms [2020-12-21 00:52:23 main:581] : INFO : Epoch 659 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 2043.14 ms [2020-12-21 00:52:25 main:581] : INFO : Epoch 660 | loss: 0.031164 | val_loss: 0.0311821 | Time: 2053.14 ms [2020-12-21 00:52:27 main:581] : INFO : Epoch 661 | loss: 0.0311641 | val_loss: 0.0311815 | Time: 2046.05 ms [2020-12-21 00:52:29 main:581] : INFO : Epoch 662 | loss: 0.0311628 | val_loss: 0.031182 | Time: 2046.06 ms [2020-12-21 00:52:31 main:581] : INFO : Epoch 663 | loss: 0.0311644 | val_loss: 0.0311838 | Time: 2044.84 ms [2020-12-21 00:52:33 main:581] : INFO : Epoch 664 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 2041.4 ms [2020-12-21 00:52:35 main:581] : INFO : Epoch 665 | loss: 0.0311774 | val_loss: 0.0311867 | Time: 2051.37 ms [2020-12-21 00:52:37 main:581] : INFO : Epoch 666 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 2048.48 ms [2020-12-21 00:52:39 main:581] : INFO : Epoch 667 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 2045.77 ms [2020-12-21 00:52:41 main:581] : INFO : Epoch 668 | loss: 0.0311701 | val_loss: 0.0311839 | Time: 2056.01 ms [2020-12-21 00:52:43 main:581] : INFO : Epoch 669 | loss: 0.0311688 | val_loss: 0.031183 | Time: 2041.57 ms [2020-12-21 00:52:45 main:581] : INFO : Epoch 670 | loss: 0.0311682 | val_loss: 0.0311806 | Time: 2044.67 ms [2020-12-21 00:52:47 main:581] : INFO : Epoch 671 | loss: 0.0311694 | val_loss: 0.0311828 | Time: 2040.86 ms [2020-12-21 00:52:49 main:581] : INFO : Epoch 672 | loss: 0.0311673 | val_loss: 0.0311845 | Time: 2047.35 ms [2020-12-21 00:52:51 main:581] : INFO : Epoch 673 | loss: 0.0311685 | val_loss: 0.0311866 | Time: 2054.18 ms [2020-12-21 00:52:53 main:581] : INFO : Epoch 674 | loss: 0.0311703 | val_loss: 0.0311885 | Time: 2047.85 ms [2020-12-21 00:52:55 main:581] : INFO : Epoch 675 | loss: 0.0311689 | val_loss: 0.031182 | Time: 2043.76 ms [2020-12-21 00:52:57 main:581] : INFO : Epoch 676 | loss: 0.031168 | val_loss: 0.0311874 | Time: 2047.36 ms [2020-12-21 00:53:00 main:581] : INFO : Epoch 677 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 2050.27 ms [2020-12-21 00:53:02 main:581] : INFO : Epoch 678 | loss: 0.0311734 | val_loss: 0.0311892 | Time: 2044.07 ms [2020-12-21 00:53:04 main:581] : INFO : Epoch 679 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 2046.14 ms [2020-12-21 00:53:06 main:581] : INFO : Epoch 680 | loss: 0.0311754 | val_loss: 0.0311923 | Time: 2047.98 ms [2020-12-21 00:53:08 main:581] : INFO : Epoch 681 | loss: 0.0311764 | val_loss: 0.0311873 | Time: 2046.37 ms [2020-12-21 00:53:10 main:581] : INFO : Epoch 682 | loss: 0.0311758 | val_loss: 0.031185 | Time: 2040.85 ms [2020-12-21 00:53:12 main:581] : INFO : Epoch 683 | loss: 0.0311735 | val_loss: 0.0311856 | Time: 2048.19 ms [2020-12-21 00:53:14 main:581] : INFO : Epoch 684 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 2045.48 ms [2020-12-21 00:53:16 main:581] : INFO : Epoch 685 | loss: 0.0311704 | val_loss: 0.0311849 | Time: 2047.89 ms [2020-12-21 00:53:18 main:581] : INFO : Epoch 686 | loss: 0.0311707 | val_loss: 0.031182 | Time: 2041.59 ms [2020-12-21 00:53:20 main:581] : INFO : Epoch 687 | loss: 0.0311714 | val_loss: 0.0311841 | Time: 2037.06 ms [2020-12-21 00:53:22 main:581] : INFO : Epoch 688 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 2043.46 ms [2020-12-21 00:53:24 main:581] : INFO : Epoch 689 | loss: 0.0311696 | val_loss: 0.0311857 | Time: 2036.95 ms [2020-12-21 00:53:26 main:581] : INFO : Epoch 690 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 2046.42 ms [2020-12-21 00:53:28 main:581] : INFO : Epoch 691 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 2034.93 ms [2020-12-21 00:53:30 main:581] : INFO : Epoch 692 | loss: 0.0311692 | val_loss: 0.0311857 | Time: 2043.15 ms [2020-12-21 00:53:32 main:581] : INFO : Epoch 693 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 2045.71 ms [2020-12-21 00:53:34 main:581] : INFO : Epoch 694 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 2045.34 ms [2020-12-21 00:53:36 main:581] : INFO : Epoch 695 | loss: 0.0311669 | val_loss: 0.0311815 | Time: 2043.55 ms [2020-12-21 00:53:38 main:581] : INFO : Epoch 696 | loss: 0.0311665 | val_loss: 0.031183 | Time: 2051.42 ms [2020-12-21 00:53:40 main:581] : INFO : Epoch 697 | loss: 0.0311674 | val_loss: 0.031182 | Time: 2046.35 ms [2020-12-21 00:53:42 main:581] : INFO : Epoch 698 | loss: 0.031166 | val_loss: 0.0311816 | Time: 2034.34 ms [2020-12-21 00:53:45 main:581] : INFO : Epoch 699 | loss: 0.0311685 | val_loss: 0.0311881 | Time: 2045.4 ms [2020-12-21 00:53:47 main:581] : INFO : Epoch 700 | loss: 0.0311665 | val_loss: 0.0311835 | Time: 2036.09 ms [2020-12-21 00:53:49 main:581] : INFO : Epoch 701 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 2044.37 ms [2020-12-21 00:53:51 main:581] : INFO : Epoch 702 | loss: 0.0311658 | val_loss: 0.0311834 | Time: 2035.23 ms [2020-12-21 00:53:53 main:581] : INFO : Epoch 703 | loss: 0.0311657 | val_loss: 0.0311853 | Time: 2043.5 ms [2020-12-21 00:53:55 main:581] : INFO : Epoch 704 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 2034.2 ms [2020-12-21 00:53:57 main:581] : INFO : Epoch 705 | loss: 0.0311647 | val_loss: 0.0311846 | Time: 2045.41 ms [2020-12-21 00:53:59 main:581] : INFO : Epoch 706 | loss: 0.0311653 | val_loss: 0.0311831 | Time: 2038.79 ms [2020-12-21 00:54:01 main:581] : INFO : Epoch 707 | loss: 0.0311644 | val_loss: 0.0311824 | Time: 2043.58 ms [2020-12-21 00:54:03 main:581] : INFO : Epoch 708 | loss: 0.0311639 | val_loss: 0.0311834 | Time: 2045.45 ms [2020-12-21 00:54:05 main:581] : INFO : Epoch 709 | loss: 0.0311639 | val_loss: 0.0311817 | Time: 2042.98 ms [2020-12-21 00:54:07 main:581] : INFO : Epoch 710 | loss: 0.0311637 | val_loss: 0.0311832 | Time: 2042.18 ms [2020-12-21 00:54:09 main:581] : INFO : Epoch 711 | loss: 0.0311628 | val_loss: 0.031182 | Time: 2041.18 ms [2020-12-21 00:54:11 main:581] : INFO : Epoch 712 | loss: 0.0311653 | val_loss: 0.0311851 | Time: 2042.31 ms [2020-12-21 00:54:13 main:581] : INFO : Epoch 713 | loss: 0.0311645 | val_loss: 0.031183 | Time: 2033.78 ms [2020-12-21 00:54:15 main:581] : INFO : Epoch 714 | loss: 0.0311631 | val_loss: 0.0311818 | Time: 2036.05 ms [2020-12-21 00:54:17 main:581] : INFO : Epoch 715 | loss: 0.0311624 | val_loss: 0.0311836 | Time: 2039.53 ms [2020-12-21 00:54:19 main:581] : INFO : Epoch 716 | loss: 0.0311625 | val_loss: 0.031185 | Time: 2043.59 ms [2020-12-21 00:54:21 main:581] : INFO : Epoch 717 | loss: 0.0311636 | val_loss: 0.0311848 | Time: 2041.52 ms [2020-12-21 00:54:23 main:581] : INFO : Epoch 718 | loss: 0.031163 | val_loss: 0.031183 | Time: 2041.18 ms [2020-12-21 00:54:25 main:581] : INFO : Epoch 719 | loss: 0.031163 | val_loss: 0.0311852 | Time: 2043.29 ms [2020-12-21 00:54:27 main:581] : INFO : Epoch 720 | loss: 0.0311629 | val_loss: 0.0311855 | Time: 2041.81 ms [2020-12-21 00:54:29 main:581] : INFO : Epoch 721 | loss: 0.0311639 | val_loss: 0.0311834 | Time: 2044.13 ms [2020-12-21 00:54:31 main:581] : INFO : Epoch 722 | loss: 0.0311639 | val_loss: 0.0311824 | Time: 2044.01 ms [2020-12-21 00:54:34 main:581] : INFO : Epoch 723 | loss: 0.031163 | val_loss: 0.0311826 | Time: 2038.85 ms [2020-12-21 00:54:36 main:581] : INFO : Epoch 724 | loss: 0.0311644 | val_loss: 0.0311848 | Time: 2040.75 ms [2020-12-21 00:54:38 main:581] : INFO : Epoch 725 | loss: 0.0311643 | val_loss: 0.031182 | Time: 2047.01 ms [2020-12-21 00:54:40 main:581] : INFO : Epoch 726 | loss: 0.0311638 | val_loss: 0.0311853 | Time: 2044.31 ms [2020-12-21 00:54:42 main:581] : INFO : Epoch 727 | loss: 0.0311626 | val_loss: 0.0311832 | Time: 2045.84 ms [2020-12-21 00:54:44 main:581] : INFO : Epoch 728 | loss: 0.031163 | val_loss: 0.0311864 | Time: 2044.79 ms [2020-12-21 00:54:46 main:581] : INFO : Epoch 729 | loss: 0.0311636 | val_loss: 0.0311835 | Time: 2044.07 ms [2020-12-21 00:54:48 main:581] : INFO : Epoch 730 | loss: 0.0311658 | val_loss: 0.031184 | Time: 2046.93 ms [2020-12-21 00:54:50 main:581] : INFO : Epoch 731 | loss: 0.0311619 | val_loss: 0.0311838 | Time: 2039.88 ms [2020-12-21 00:54:52 main:581] : INFO : Epoch 732 | loss: 0.0311613 | val_loss: 0.0311846 | Time: 2034.69 ms [2020-12-21 00:54:54 main:581] : INFO : Epoch 733 | loss: 0.0311617 | val_loss: 0.0311831 | Time: 2043.45 ms [2020-12-21 00:54:56 main:581] : INFO : Epoch 734 | loss: 0.0311631 | val_loss: 0.0311848 | Time: 2034.17 ms [2020-12-21 00:54:58 main:581] : INFO : Epoch 735 | loss: 0.0311614 | val_loss: 0.0311841 | Time: 2049.43 ms [2020-12-21 00:55:00 main:581] : INFO : Epoch 736 | loss: 0.0311619 | val_loss: 0.0311913 | Time: 2047.54 ms [2020-12-21 00:55:02 main:581] : INFO : Epoch 737 | loss: 0.031165 | val_loss: 0.031189 | Time: 2042.28 ms [2020-12-21 00:55:04 main:581] : INFO : Epoch 738 | loss: 0.0311615 | val_loss: 0.0311883 | Time: 2036.3 ms [2020-12-21 00:55:06 main:581] : INFO : Epoch 739 | loss: 0.0311625 | val_loss: 0.0311819 | Time: 2050.65 ms [2020-12-21 00:55:08 main:581] : INFO : Epoch 740 | loss: 0.0311625 | val_loss: 0.031189 | Time: 2041.34 ms [2020-12-21 00:55:10 main:581] : INFO : Epoch 741 | loss: 0.0311707 | val_loss: 0.0311898 | Time: 2052.37 ms [2020-12-21 00:55:12 main:581] : INFO : Epoch 742 | loss: 0.0311706 | val_loss: 0.0311877 | Time: 2035.77 ms [2020-12-21 00:55:14 main:581] : INFO : Epoch 743 | loss: 0.031175 | val_loss: 0.031189 | Time: 2044.45 ms [2020-12-21 00:55:16 main:581] : INFO : Epoch 744 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 2044.65 ms [2020-12-21 00:55:18 main:581] : INFO : Epoch 745 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 2045.07 ms [2020-12-21 00:55:21 main:581] : INFO : Epoch 746 | loss: 0.0311665 | val_loss: 0.0311801 | Time: 2045.95 ms [2020-12-21 00:55:23 main:581] : INFO : Epoch 747 | loss: 0.0311651 | val_loss: 0.0311833 | Time: 2045.4 ms [2020-12-21 00:55:25 main:581] : INFO : Epoch 748 | loss: 0.0311633 | val_loss: 0.0311823 | Time: 2047.23 ms [2020-12-21 00:55:27 main:581] : INFO : Epoch 749 | loss: 0.0311716 | val_loss: 0.0311922 | Time: 2045.93 ms [2020-12-21 00:55:29 main:581] : INFO : Epoch 750 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 2054.66 ms [2020-12-21 00:55:31 main:581] : INFO : Epoch 751 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 2046.25 ms [2020-12-21 00:55:33 main:581] : INFO : Epoch 752 | loss: 0.0311729 | val_loss: 0.0311841 | Time: 2047.35 ms [2020-12-21 00:55:35 main:581] : INFO : Epoch 753 | loss: 0.0311717 | val_loss: 0.0311844 | Time: 2043.49 ms [2020-12-21 00:55:37 main:581] : INFO : Epoch 754 | loss: 0.031172 | val_loss: 0.0311835 | Time: 2053.85 ms [2020-12-21 00:55:39 main:581] : INFO : Epoch 755 | loss: 0.0311708 | val_loss: 0.0311816 | Time: 2050.71 ms [2020-12-21 00:55:41 main:581] : INFO : Epoch 756 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 2050.54 ms [2020-12-21 00:55:43 main:581] : INFO : Epoch 757 | loss: 0.0311708 | val_loss: 0.0311832 | Time: 2051.82 ms [2020-12-21 00:55:45 main:581] : INFO : Epoch 758 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 2047.04 ms [2020-12-21 00:55:47 main:581] : INFO : Epoch 759 | loss: 0.031172 | val_loss: 0.0311814 | Time: 2049.07 ms [2020-12-21 00:55:49 main:581] : INFO : Epoch 760 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 2047.95 ms [2020-12-21 00:55:51 main:581] : INFO : Epoch 761 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 2040.07 ms [2020-12-21 00:55:53 main:581] : INFO : Epoch 762 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 2038.88 ms [2020-12-21 00:55:55 main:581] : INFO : Epoch 763 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 2049.13 ms [2020-12-21 00:55:57 main:581] : INFO : Epoch 764 | loss: 0.0311671 | val_loss: 0.0311787 | Time: 2046.53 ms [2020-12-21 00:55:59 main:581] : INFO : Epoch 765 | loss: 0.031165 | val_loss: 0.0311795 | Time: 2045.73 ms [2020-12-21 00:56:01 main:581] : INFO : Epoch 766 | loss: 0.0311654 | val_loss: 0.03118 | Time: 2051.68 ms [2020-12-21 00:56:04 main:581] : INFO : Epoch 767 | loss: 0.0311652 | val_loss: 0.031183 | Time: 2041.44 ms [2020-12-21 00:56:06 main:581] : INFO : Epoch 768 | loss: 0.0311665 | val_loss: 0.0311878 | Time: 2048.93 ms [2020-12-21 00:56:08 main:581] : INFO : Epoch 769 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 2046.92 ms [2020-12-21 00:56:10 main:581] : INFO : Epoch 770 | loss: 0.0311651 | val_loss: 0.03118 | Time: 2044.96 ms [2020-12-21 00:56:12 main:581] : INFO : Epoch 771 | loss: 0.0311641 | val_loss: 0.0311835 | Time: 2051.78 ms [2020-12-21 00:56:14 main:581] : INFO : Epoch 772 | loss: 0.031165 | val_loss: 0.0311801 | Time: 2035.67 ms [2020-12-21 00:56:16 main:581] : INFO : Epoch 773 | loss: 0.031164 | val_loss: 0.0311796 | Time: 2046.62 ms [2020-12-21 00:56:18 main:581] : INFO : Epoch 774 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 2046.06 ms [2020-12-21 00:56:20 main:581] : INFO : Epoch 775 | loss: 0.0311635 | val_loss: 0.03118 | Time: 2036.22 ms [2020-12-21 00:56:22 main:581] : INFO : Epoch 776 | loss: 0.0311631 | val_loss: 0.0311809 | Time: 2044 ms [2020-12-21 00:56:24 main:581] : INFO : Epoch 777 | loss: 0.0311623 | val_loss: 0.0311802 | Time: 2044.91 ms [2020-12-21 00:56:26 main:581] : INFO : Epoch 778 | loss: 0.0311617 | val_loss: 0.0311806 | Time: 2044.07 ms [2020-12-21 00:56:28 main:581] : INFO : Epoch 779 | loss: 0.0311619 | val_loss: 0.0311813 | Time: 2043.43 ms [2020-12-21 00:56:30 main:581] : INFO : Epoch 780 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 2045.33 ms [2020-12-21 00:56:32 main:581] : INFO : Epoch 781 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 2045.1 ms [2020-12-21 00:56:34 main:581] : INFO : Epoch 782 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 2053.03 ms [2020-12-21 00:56:36 main:581] : INFO : Epoch 783 | loss: 0.0311644 | val_loss: 0.0311794 | Time: 2044.45 ms [2020-12-21 00:56:38 main:581] : INFO : Epoch 784 | loss: 0.0311619 | val_loss: 0.0311799 | Time: 2043.82 ms [2020-12-21 00:56:40 main:581] : INFO : Epoch 785 | loss: 0.0311623 | val_loss: 0.0311842 | Time: 2045.35 ms [2020-12-21 00:56:42 main:581] : INFO : Epoch 786 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 2045.63 ms [2020-12-21 00:56:44 main:581] : INFO : Epoch 787 | loss: 0.0311624 | val_loss: 0.0311853 | Time: 2044.35 ms [2020-12-21 00:56:46 main:581] : INFO : Epoch 788 | loss: 0.0311679 | val_loss: 0.0311825 | Time: 2041.06 ms [2020-12-21 00:56:49 main:581] : INFO : Epoch 789 | loss: 0.0311678 | val_loss: 0.0311831 | Time: 2045.3 ms [2020-12-21 00:56:51 main:581] : INFO : Epoch 790 | loss: 0.031165 | val_loss: 0.0311792 | Time: 2043.9 ms [2020-12-21 00:56:53 main:581] : INFO : Epoch 791 | loss: 0.031165 | val_loss: 0.03118 | Time: 2059.19 ms [2020-12-21 00:56:55 main:581] : INFO : Epoch 792 | loss: 0.0311654 | val_loss: 0.0311793 | Time: 2036.41 ms [2020-12-21 00:56:57 main:581] : INFO : Epoch 793 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 2033.96 ms [2020-12-21 00:56:59 main:581] : INFO : Epoch 794 | loss: 0.0311643 | val_loss: 0.0311787 | Time: 2045.19 ms [2020-12-21 00:57:01 main:581] : INFO : Epoch 795 | loss: 0.0311653 | val_loss: 0.0311814 | Time: 2043.97 ms [2020-12-21 00:57:03 main:581] : INFO : Epoch 796 | loss: 0.0311651 | val_loss: 0.031179 | Time: 2029.7 ms [2020-12-21 00:57:05 main:581] : INFO : Epoch 797 | loss: 0.0311626 | val_loss: 0.0311793 | Time: 2043.46 ms [2020-12-21 00:57:07 main:581] : INFO : Epoch 798 | loss: 0.0311622 | val_loss: 0.0311797 | Time: 2044.63 ms [2020-12-21 00:57:09 main:581] : INFO : Epoch 799 | loss: 0.031162 | val_loss: 0.0311816 | Time: 2048.3 ms [2020-12-21 00:57:11 main:581] : INFO : Epoch 800 | loss: 0.0311623 | val_loss: 0.0311814 | Time: 2045.55 ms [2020-12-21 00:57:13 main:581] : INFO : Epoch 801 | loss: 0.0311635 | val_loss: 0.031184 | Time: 2037.89 ms [2020-12-21 00:57:15 main:581] : INFO : Epoch 802 | loss: 0.0311646 | val_loss: 0.0311854 | Time: 2046.03 ms [2020-12-21 00:57:17 main:581] : INFO : Epoch 803 | loss: 0.0311649 | val_loss: 0.0311867 | Time: 2048.08 ms [2020-12-21 00:57:19 main:581] : INFO : Epoch 804 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 2046.16 ms [2020-12-21 00:57:21 main:581] : INFO : Epoch 805 | loss: 0.0311671 | val_loss: 0.0311821 | Time: 2039.04 ms [2020-12-21 00:57:23 main:581] : INFO : Epoch 806 | loss: 0.0311677 | val_loss: 0.0311826 | Time: 2030.66 ms [2020-12-21 00:57:25 main:581] : INFO : Epoch 807 | loss: 0.0311731 | val_loss: 0.0312334 | Time: 2042.2 ms [2020-12-21 00:57:27 main:581] : INFO : Epoch 808 | loss: 0.0380487 | val_loss: 0.0320374 | Time: 2031.09 ms [2020-12-21 00:57:29 main:581] : INFO : Epoch 809 | loss: 0.0328671 | val_loss: 0.0319264 | Time: 2040.12 ms [2020-12-21 00:57:31 main:581] : INFO : Epoch 810 | loss: 0.0315394 | val_loss: 0.0313032 | Time: 2033.42 ms [2020-12-21 00:57:33 main:581] : INFO : Epoch 811 | loss: 0.0312608 | val_loss: 0.0312362 | Time: 2039.08 ms [2020-12-21 00:57:35 main:581] : INFO : Epoch 812 | loss: 0.031224 | val_loss: 0.0312113 | Time: 2036.98 ms [2020-12-21 00:57:38 main:581] : INFO : Epoch 813 | loss: 0.0311995 | val_loss: 0.0311947 | Time: 2048.7 ms [2020-12-21 00:57:40 main:581] : INFO : Epoch 814 | loss: 0.031185 | val_loss: 0.031188 | Time: 2033.62 ms [2020-12-21 00:57:42 main:581] : INFO : Epoch 815 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 2044.79 ms [2020-12-21 00:57:44 main:581] : INFO : Epoch 816 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 2043.05 ms [2020-12-21 00:57:46 main:581] : INFO : Epoch 817 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2044.71 ms [2020-12-21 00:57:48 main:581] : INFO : Epoch 818 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 2046.3 ms [2020-12-21 00:57:50 main:581] : INFO : Epoch 819 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2037.29 ms [2020-12-21 00:57:52 main:581] : INFO : Epoch 820 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 2043.23 ms [2020-12-21 00:57:54 main:581] : INFO : Epoch 821 | loss: 0.0311713 | val_loss: 0.0311829 | Time: 2041.55 ms [2020-12-21 00:57:56 main:581] : INFO : Epoch 822 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 2040.46 ms [2020-12-21 00:57:58 main:581] : INFO : Epoch 823 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2047.99 ms [2020-12-21 00:58:00 main:581] : INFO : Epoch 824 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 2042 ms [2020-12-21 00:58:02 main:581] : INFO : Epoch 825 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 2048.67 ms [2020-12-21 00:58:04 main:581] : INFO : Epoch 826 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 2047.51 ms [2020-12-21 00:58:06 main:581] : INFO : Epoch 827 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 2042.48 ms [2020-12-21 00:58:08 main:581] : INFO : Epoch 828 | loss: 0.0311671 | val_loss: 0.0311794 | Time: 2031.86 ms [2020-12-21 00:58:10 main:581] : INFO : Epoch 829 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 2038.68 ms [2020-12-21 00:58:12 main:581] : INFO : Epoch 830 | loss: 0.0311672 | val_loss: 0.0311805 | Time: 2034.29 ms [2020-12-21 00:58:14 main:581] : INFO : Epoch 831 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 2041.99 ms [2020-12-21 00:58:16 main:581] : INFO : Epoch 832 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 2033.25 ms [2020-12-21 00:58:18 main:581] : INFO : Epoch 833 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2042.21 ms [2020-12-21 00:58:20 main:581] : INFO : Epoch 834 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2049.77 ms [2020-12-21 00:58:22 main:581] : INFO : Epoch 835 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 2048.08 ms [2020-12-21 00:58:24 main:581] : INFO : Epoch 836 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 2034.22 ms [2020-12-21 00:58:27 main:581] : INFO : Epoch 837 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 2038.97 ms [2020-12-21 00:58:29 main:581] : INFO : Epoch 838 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 2042.48 ms [2020-12-21 00:58:31 main:581] : INFO : Epoch 839 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 2040.85 ms [2020-12-21 00:58:33 main:581] : INFO : Epoch 840 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 2038.76 ms [2020-12-21 00:58:35 main:581] : INFO : Epoch 841 | loss: 0.0311649 | val_loss: 0.0311786 | Time: 2032.26 ms [2020-12-21 00:58:37 main:581] : INFO : Epoch 842 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 2042.1 ms [2020-12-21 00:58:39 main:581] : INFO : Epoch 843 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 2044.08 ms [2020-12-21 00:58:41 main:581] : INFO : Epoch 844 | loss: 0.0311639 | val_loss: 0.031178 | Time: 2043.89 ms [2020-12-21 00:58:43 main:581] : INFO : Epoch 845 | loss: 0.0311635 | val_loss: 0.0311786 | Time: 2043.79 ms [2020-12-21 00:58:45 main:581] : INFO : Epoch 846 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2040.25 ms [2020-12-21 00:58:47 main:581] : INFO : Epoch 847 | loss: 0.0311629 | val_loss: 0.031177 | Time: 2042.34 ms [2020-12-21 00:58:49 main:581] : INFO : Epoch 848 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 2044.29 ms [2020-12-21 00:58:51 main:581] : INFO : Epoch 849 | loss: 0.031163 | val_loss: 0.0311792 | Time: 2032.95 ms [2020-12-21 00:58:53 main:581] : INFO : Epoch 850 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 2041.58 ms [2020-12-21 00:58:55 main:581] : INFO : Epoch 851 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 2043.37 ms [2020-12-21 00:58:57 main:581] : INFO : Epoch 852 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 2053.2 ms [2020-12-21 00:58:59 main:581] : INFO : Epoch 853 | loss: 0.0311614 | val_loss: 0.0311789 | Time: 2036.56 ms [2020-12-21 00:59:01 main:581] : INFO : Epoch 854 | loss: 0.0311609 | val_loss: 0.0311811 | Time: 2044.87 ms [2020-12-21 00:59:03 main:581] : INFO : Epoch 855 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 2043.35 ms [2020-12-21 00:59:05 main:581] : INFO : Epoch 856 | loss: 0.0311605 | val_loss: 0.0311795 | Time: 2044.16 ms [2020-12-21 00:59:07 main:581] : INFO : Epoch 857 | loss: 0.0311598 | val_loss: 0.0311799 | Time: 2046.59 ms [2020-12-21 00:59:09 main:581] : INFO : Epoch 858 | loss: 0.0311603 | val_loss: 0.0311789 | Time: 2046.01 ms [2020-12-21 00:59:11 main:581] : INFO : Epoch 859 | loss: 0.0311599 | val_loss: 0.0311788 | Time: 2035.71 ms [2020-12-21 00:59:13 main:581] : INFO : Epoch 860 | loss: 0.0311597 | val_loss: 0.0311801 | Time: 2043.71 ms [2020-12-21 00:59:16 main:581] : INFO : Epoch 861 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 2045.45 ms [2020-12-21 00:59:18 main:581] : INFO : Epoch 862 | loss: 0.0311594 | val_loss: 0.0311801 | Time: 2045.01 ms [2020-12-21 00:59:20 main:581] : INFO : Epoch 863 | loss: 0.0311608 | val_loss: 0.0311816 | Time: 2045.41 ms [2020-12-21 00:59:22 main:581] : INFO : Epoch 864 | loss: 0.0311597 | val_loss: 0.0311803 | Time: 2044.22 ms [2020-12-21 00:59:24 main:581] : INFO : Epoch 865 | loss: 0.0311585 | val_loss: 0.0311814 | Time: 2041.62 ms [2020-12-21 00:59:26 main:581] : INFO : Epoch 866 | loss: 0.0311581 | val_loss: 0.0311797 | Time: 2035.38 ms [2020-12-21 00:59:28 main:581] : INFO : Epoch 867 | loss: 0.0311577 | val_loss: 0.0311793 | Time: 2044.07 ms [2020-12-21 00:59:30 main:581] : INFO : Epoch 868 | loss: 0.0311577 | val_loss: 0.0311795 | Time: 2053.8 ms [2020-12-21 00:59:32 main:581] : INFO : Epoch 869 | loss: 0.0311574 | val_loss: 0.0311805 | Time: 2052.18 ms [2020-12-21 00:59:34 main:581] : INFO : Epoch 870 | loss: 0.0311577 | val_loss: 0.0311791 | Time: 2043.17 ms [2020-12-21 00:59:36 main:581] : INFO : Epoch 871 | loss: 0.0311573 | val_loss: 0.0311786 | Time: 2049.22 ms [2020-12-21 00:59:38 main:581] : INFO : Epoch 872 | loss: 0.0311576 | val_loss: 0.0311798 | Time: 2050.18 ms [2020-12-21 00:59:40 main:581] : INFO : Epoch 873 | loss: 0.0311572 | val_loss: 0.0311802 | Time: 2048.33 ms [2020-12-21 00:59:42 main:581] : INFO : Epoch 874 | loss: 0.0311576 | val_loss: 0.0311812 | Time: 2049.56 ms [2020-12-21 00:59:44 main:581] : INFO : Epoch 875 | loss: 0.0311571 | val_loss: 0.0311789 | Time: 2051.76 ms [2020-12-21 00:59:46 main:581] : INFO : Epoch 876 | loss: 0.031158 | val_loss: 0.0311795 | Time: 2054.73 ms [2020-12-21 00:59:48 main:581] : INFO : Epoch 877 | loss: 0.031159 | val_loss: 0.0311794 | Time: 2044.45 ms [2020-12-21 00:59:50 main:581] : INFO : Epoch 878 | loss: 0.0311584 | val_loss: 0.0311802 | Time: 2048.69 ms [2020-12-21 00:59:52 main:581] : INFO : Epoch 879 | loss: 0.0311568 | val_loss: 0.0311797 | Time: 2046.78 ms [2020-12-21 00:59:54 main:581] : INFO : Epoch 880 | loss: 0.031157 | val_loss: 0.0311781 | Time: 2050.48 ms [2020-12-21 00:59:56 main:581] : INFO : Epoch 881 | loss: 0.0311565 | val_loss: 0.03118 | Time: 2047.73 ms [2020-12-21 00:59:59 main:581] : INFO : Epoch 882 | loss: 0.0311568 | val_loss: 0.0311795 | Time: 2053.07 ms [2020-12-21 01:00:01 main:581] : INFO : Epoch 883 | loss: 0.0311563 | val_loss: 0.031179 | Time: 2040.81 ms [2020-12-21 01:00:03 main:581] : INFO : Epoch 884 | loss: 0.0311561 | val_loss: 0.03118 | Time: 2046.29 ms [2020-12-21 01:00:05 main:581] : INFO : Epoch 885 | loss: 0.0311563 | val_loss: 0.0311787 | Time: 2048.48 ms [2020-12-21 01:00:07 main:581] : INFO : Epoch 886 | loss: 0.0311559 | val_loss: 0.0311794 | Time: 2049.74 ms [2020-12-21 01:00:09 main:581] : INFO : Epoch 887 | loss: 0.0311559 | val_loss: 0.0311802 | Time: 2049.5 ms [2020-12-21 01:00:11 main:581] : INFO : Epoch 888 | loss: 0.0311561 | val_loss: 0.0311814 | Time: 2050.6 ms [2020-12-21 01:00:13 main:581] : INFO : Epoch 889 | loss: 0.0311559 | val_loss: 0.0311798 | Time: 2050.4 ms [2020-12-21 01:00:15 main:581] : INFO : Epoch 890 | loss: 0.0311556 | val_loss: 0.0311808 | Time: 2051.43 ms [2020-12-21 01:00:17 main:581] : INFO : Epoch 891 | loss: 0.0311552 | val_loss: 0.0311805 | Time: 2050.91 ms [2020-12-21 01:00:19 main:581] : INFO : Epoch 892 | loss: 0.0311549 | val_loss: 0.0311804 | Time: 2040.56 ms [2020-12-21 01:00:21 main:581] : INFO : Epoch 893 | loss: 0.0311549 | val_loss: 0.0311809 | Time: 2053.47 ms [2020-12-21 01:00:23 main:581] : INFO : Epoch 894 | loss: 0.0311566 | val_loss: 0.0311814 | Time: 2041.79 ms [2020-12-21 01:00:25 main:581] : INFO : Epoch 895 | loss: 0.0311561 | val_loss: 0.0311841 | Time: 2046.74 ms [2020-12-21 01:00:27 main:581] : INFO : Epoch 896 | loss: 0.0311573 | val_loss: 0.0311847 | Time: 2048.55 ms [2020-12-21 01:00:29 main:581] : INFO : Epoch 897 | loss: 0.0311576 | val_loss: 0.03118 | Time: 2038.54 ms [2020-12-21 01:00:31 main:581] : INFO : Epoch 898 | loss: 0.0311556 | val_loss: 0.0311806 | Time: 2056.45 ms [2020-12-21 01:00:33 main:581] : INFO : Epoch 899 | loss: 0.0311552 | val_loss: 0.0311789 | Time: 2046.39 ms [2020-12-21 01:00:35 main:581] : INFO : Epoch 900 | loss: 0.0311552 | val_loss: 0.0311816 | Time: 2049.39 ms [2020-12-21 01:00:37 main:581] : INFO : Epoch 901 | loss: 0.0311555 | val_loss: 0.0311801 | Time: 2050.59 ms [2020-12-21 01:00:39 main:581] : INFO : Epoch 902 | loss: 0.0311557 | val_loss: 0.0311824 | Time: 2042.08 ms [2020-12-21 01:00:42 main:581] : INFO : Epoch 903 | loss: 0.0311549 | val_loss: 0.0311801 | Time: 2042.09 ms [2020-12-21 01:00:44 main:581] : INFO : Epoch 904 | loss: 0.0311543 | val_loss: 0.0311822 | Time: 2042.6 ms [2020-12-21 01:00:46 main:581] : INFO : Epoch 905 | loss: 0.0311539 | val_loss: 0.0311814 | Time: 2046.04 ms [2020-12-21 01:00:48 main:581] : INFO : Epoch 906 | loss: 0.0311537 | val_loss: 0.0311819 | Time: 2049.92 ms [2020-12-21 01:00:50 main:581] : INFO : Epoch 907 | loss: 0.031154 | val_loss: 0.0311833 | Time: 2044.56 ms [2020-12-21 01:00:52 main:581] : INFO : Epoch 908 | loss: 0.0311553 | val_loss: 0.0311845 | Time: 2052.45 ms [2020-12-21 01:00:54 main:581] : INFO : Epoch 909 | loss: 0.0311564 | val_loss: 0.0311827 | Time: 2052.01 ms [2020-12-21 01:00:56 main:581] : INFO : Epoch 910 | loss: 0.0311566 | val_loss: 0.0311848 | Time: 2053.1 ms [2020-12-21 01:00:58 main:581] : INFO : Epoch 911 | loss: 0.0311558 | val_loss: 0.0311874 | Time: 2052.54 ms [2020-12-21 01:01:00 main:581] : INFO : Epoch 912 | loss: 0.031154 | val_loss: 0.0311838 | Time: 2050.51 ms [2020-12-21 01:01:02 main:581] : INFO : Epoch 913 | loss: 0.0311551 | val_loss: 0.0311829 | Time: 2048.93 ms [2020-12-21 01:01:04 main:581] : INFO : Epoch 914 | loss: 0.031154 | val_loss: 0.0311836 | Time: 2044.57 ms [2020-12-21 01:01:06 main:581] : INFO : Epoch 915 | loss: 0.0311551 | val_loss: 0.0311823 | Time: 2051.81 ms [2020-12-21 01:01:08 main:581] : INFO : Epoch 916 | loss: 0.0311551 | val_loss: 0.031181 | Time: 2051.46 ms [2020-12-21 01:01:10 main:581] : INFO : Epoch 917 | loss: 0.0311552 | val_loss: 0.0311815 | Time: 2054.63 ms [2020-12-21 01:01:12 main:581] : INFO : Epoch 918 | loss: 0.031157 | val_loss: 0.0311805 | Time: 2045.21 ms [2020-12-21 01:01:14 main:581] : INFO : Epoch 919 | loss: 0.0311555 | val_loss: 0.0311844 | Time: 2053.03 ms [2020-12-21 01:01:16 main:581] : INFO : Epoch 920 | loss: 0.0311535 | val_loss: 0.0311846 | Time: 2051.57 ms [2020-12-21 01:01:18 main:581] : INFO : Epoch 921 | loss: 0.031153 | val_loss: 0.0311883 | Time: 2053.5 ms [2020-12-21 01:01:20 main:581] : INFO : Epoch 922 | loss: 0.0311542 | val_loss: 0.0311838 | Time: 2042.74 ms [2020-12-21 01:01:23 main:581] : INFO : Epoch 923 | loss: 0.0311551 | val_loss: 0.0311837 | Time: 2048.34 ms [2020-12-21 01:01:25 main:581] : INFO : Epoch 924 | loss: 0.031152 | val_loss: 0.0311854 | Time: 2050.55 ms [2020-12-21 01:01:27 main:581] : INFO : Epoch 925 | loss: 0.0311529 | val_loss: 0.0311841 | Time: 2052.8 ms [2020-12-21 01:01:29 main:581] : INFO : Epoch 926 | loss: 0.0311536 | val_loss: 0.0311869 | Time: 2050.93 ms [2020-12-21 01:01:31 main:581] : INFO : Epoch 927 | loss: 0.0311558 | val_loss: 0.031184 | Time: 2056.62 ms [2020-12-21 01:01:33 main:581] : INFO : Epoch 928 | loss: 0.0311534 | val_loss: 0.0311839 | Time: 2052.8 ms [2020-12-21 01:01:35 main:581] : INFO : Epoch 929 | loss: 0.031153 | val_loss: 0.031185 | Time: 2052.49 ms [2020-12-21 01:01:37 main:581] : INFO : Epoch 930 | loss: 0.0311529 | val_loss: 0.0311833 | Time: 2052.02 ms [2020-12-21 01:01:39 main:581] : INFO : Epoch 931 | loss: 0.0311525 | val_loss: 0.0311857 | Time: 2051.29 ms [2020-12-21 01:01:41 main:581] : INFO : Epoch 932 | loss: 0.031152 | val_loss: 0.0311867 | Time: 2053.24 ms [2020-12-21 01:01:43 main:581] : INFO : Epoch 933 | loss: 0.031152 | val_loss: 0.0311847 | Time: 2043.5 ms [2020-12-21 01:01:45 main:581] : INFO : Epoch 934 | loss: 0.031152 | val_loss: 0.0311851 | Time: 2052.61 ms [2020-12-21 01:01:47 main:581] : INFO : Epoch 935 | loss: 0.0311521 | val_loss: 0.0311844 | Time: 2052.02 ms [2020-12-21 01:01:49 main:581] : INFO : Epoch 936 | loss: 0.0311524 | val_loss: 0.0311852 | Time: 2051.89 ms [2020-12-21 01:01:51 main:581] : INFO : Epoch 937 | loss: 0.0311525 | val_loss: 0.0311842 | Time: 2050.07 ms [2020-12-21 01:01:53 main:581] : INFO : Epoch 938 | loss: 0.0311516 | val_loss: 0.0311838 | Time: 2049.26 ms [2020-12-21 01:01:55 main:581] : INFO : Epoch 939 | loss: 0.031152 | val_loss: 0.0311874 | Time: 2050.76 ms [2020-12-21 01:01:57 main:581] : INFO : Epoch 940 | loss: 0.0311521 | val_loss: 0.0311845 | Time: 2040.67 ms [2020-12-21 01:01:59 main:581] : INFO : Epoch 941 | loss: 0.0311509 | val_loss: 0.0311834 | Time: 2059.45 ms [2020-12-21 01:02:01 main:581] : INFO : Epoch 942 | loss: 0.0311538 | val_loss: 0.0311865 | Time: 2050.78 ms [2020-12-21 01:02:04 main:581] : INFO : Epoch 943 | loss: 0.0311522 | val_loss: 0.0311829 | Time: 2045.01 ms [2020-12-21 01:02:06 main:581] : INFO : Epoch 944 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 2053.52 ms [2020-12-21 01:02:08 main:581] : INFO : Epoch 945 | loss: 0.0311546 | val_loss: 0.0311833 | Time: 2051.23 ms [2020-12-21 01:02:10 main:581] : INFO : Epoch 946 | loss: 0.0311537 | val_loss: 0.0311821 | Time: 2050.33 ms [2020-12-21 01:02:12 main:581] : INFO : Epoch 947 | loss: 0.0311541 | val_loss: 0.0311834 | Time: 2052.8 ms [2020-12-21 01:02:14 main:581] : INFO : Epoch 948 | loss: 0.0311544 | val_loss: 0.0311828 | Time: 2050.01 ms [2020-12-21 01:02:16 main:581] : INFO : Epoch 949 | loss: 0.0311525 | val_loss: 0.0311837 | Time: 2050.75 ms [2020-12-21 01:02:18 main:581] : INFO : Epoch 950 | loss: 0.0311522 | val_loss: 0.0311831 | Time: 2052.05 ms [2020-12-21 01:02:20 main:581] : INFO : Epoch 951 | loss: 0.0311518 | val_loss: 0.031184 | Time: 2043.81 ms [2020-12-21 01:02:22 main:581] : INFO : Epoch 952 | loss: 0.0311532 | val_loss: 0.0311818 | Time: 2052.41 ms [2020-12-21 01:02:24 main:581] : INFO : Epoch 953 | loss: 0.0311563 | val_loss: 0.0311809 | Time: 2052.4 ms [2020-12-21 01:02:26 main:581] : INFO : Epoch 954 | loss: 0.0311604 | val_loss: 0.0311849 | Time: 2053.91 ms [2020-12-21 01:02:28 main:581] : INFO : Epoch 955 | loss: 0.0311598 | val_loss: 0.0311831 | Time: 2052.46 ms [2020-12-21 01:02:30 main:581] : INFO : Epoch 956 | loss: 0.0311589 | val_loss: 0.0311816 | Time: 2048.3 ms [2020-12-21 01:02:32 main:581] : INFO : Epoch 957 | loss: 0.0311581 | val_loss: 0.0311813 | Time: 2052.12 ms [2020-12-21 01:02:34 main:581] : INFO : Epoch 958 | loss: 0.0311576 | val_loss: 0.0311846 | Time: 2049.39 ms [2020-12-21 01:02:36 main:581] : INFO : Epoch 959 | loss: 0.0311572 | val_loss: 0.0311861 | Time: 2044.55 ms [2020-12-21 01:02:38 main:581] : INFO : Epoch 960 | loss: 0.0311561 | val_loss: 0.0311825 | Time: 2051.83 ms [2020-12-21 01:02:40 main:581] : INFO : Epoch 961 | loss: 0.0311545 | val_loss: 0.0311852 | Time: 2036.48 ms [2020-12-21 01:02:42 main:581] : INFO : Epoch 962 | loss: 0.031155 | val_loss: 0.0311818 | Time: 2053.13 ms [2020-12-21 01:02:45 main:581] : INFO : Epoch 963 | loss: 0.0311564 | val_loss: 0.031185 | Time: 2051.81 ms [2020-12-21 01:02:47 main:581] : INFO : Epoch 964 | loss: 0.0311552 | val_loss: 0.0311837 | Time: 2050.92 ms [2020-12-21 01:02:49 main:581] : INFO : Epoch 965 | loss: 0.031155 | val_loss: 0.0311867 | Time: 2048.36 ms [2020-12-21 01:02:51 main:581] : INFO : Epoch 966 | loss: 0.0311552 | val_loss: 0.0311842 | Time: 2051.75 ms [2020-12-21 01:02:53 main:581] : INFO : Epoch 967 | loss: 0.0311534 | val_loss: 0.0311836 | Time: 2053.21 ms [2020-12-21 01:02:55 main:581] : INFO : Epoch 968 | loss: 0.031157 | val_loss: 0.0311827 | Time: 2052.93 ms [2020-12-21 01:02:57 main:581] : INFO : Epoch 969 | loss: 0.0311564 | val_loss: 0.0311835 | Time: 2054.77 ms [2020-12-21 01:02:59 main:581] : INFO : Epoch 970 | loss: 0.0311542 | val_loss: 0.0311849 | Time: 2054.46 ms [2020-12-21 01:03:01 main:581] : INFO : Epoch 971 | loss: 0.0311542 | val_loss: 0.0311854 | Time: 2050.03 ms [2020-12-21 01:03:03 main:581] : INFO : Epoch 972 | loss: 0.0311538 | val_loss: 0.0311843 | Time: 2051.97 ms [2020-12-21 01:03:05 main:581] : INFO : Epoch 973 | loss: 0.0311571 | val_loss: 0.0311837 | Time: 2052.18 ms [2020-12-21 01:03:07 main:581] : INFO : Epoch 974 | loss: 0.0311567 | val_loss: 0.0311837 | Time: 2046.22 ms [2020-12-21 01:03:09 main:581] : INFO : Epoch 975 | loss: 0.0311558 | val_loss: 0.0311838 | Time: 2045.65 ms [2020-12-21 01:03:11 main:581] : INFO : Epoch 976 | loss: 0.0311544 | val_loss: 0.0311821 | Time: 2048.11 ms [2020-12-21 01:03:13 main:581] : INFO : Epoch 977 | loss: 0.0311538 | val_loss: 0.0311832 | Time: 2054.08 ms [2020-12-21 01:03:15 main:581] : INFO : Epoch 978 | loss: 0.0311606 | val_loss: 0.0311842 | Time: 2052.09 ms [2020-12-21 01:03:17 main:581] : INFO : Epoch 979 | loss: 0.0311594 | val_loss: 0.0311859 | Time: 2045.21 ms [2020-12-21 01:03:19 main:581] : INFO : Epoch 980 | loss: 0.0311589 | val_loss: 0.0311908 | Time: 2053.63 ms [2020-12-21 01:03:21 main:581] : INFO : Epoch 981 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 2056.69 ms [2020-12-21 01:03:24 main:581] : INFO : Epoch 982 | loss: 0.0311871 | val_loss: 0.0311948 | Time: 2054.25 ms [2020-12-21 01:03:26 main:581] : INFO : Epoch 983 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 2053.65 ms [2020-12-21 01:03:28 main:581] : INFO : Epoch 984 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 2050.33 ms [2020-12-21 01:03:30 main:581] : INFO : Epoch 985 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 2051.58 ms [2020-12-21 01:03:32 main:581] : INFO : Epoch 986 | loss: 0.0311691 | val_loss: 0.0311803 | Time: 2046.59 ms [2020-12-21 01:03:34 main:581] : INFO : Epoch 987 | loss: 0.031168 | val_loss: 0.0311796 | Time: 2053.94 ms [2020-12-21 01:03:36 main:581] : INFO : Epoch 988 | loss: 0.0311663 | val_loss: 0.031178 | Time: 2054.57 ms [2020-12-21 01:03:38 main:581] : INFO : Epoch 989 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 2054.2 ms [2020-12-21 01:03:40 main:581] : INFO : Epoch 990 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 2059.95 ms [2020-12-21 01:03:42 main:581] : INFO : Epoch 991 | loss: 0.0311645 | val_loss: 0.031177 | Time: 2052.26 ms [2020-12-21 01:03:44 main:581] : INFO : Epoch 992 | loss: 0.0311629 | val_loss: 0.0311791 | Time: 2057.5 ms [2020-12-21 01:03:46 main:581] : INFO : Epoch 993 | loss: 0.031164 | val_loss: 0.0311792 | Time: 2051.83 ms [2020-12-21 01:03:48 main:581] : INFO : Epoch 994 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2052.76 ms [2020-12-21 01:03:50 main:581] : INFO : Epoch 995 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 2054.31 ms [2020-12-21 01:03:52 main:581] : INFO : Epoch 996 | loss: 0.0311623 | val_loss: 0.0311794 | Time: 2051.35 ms [2020-12-21 01:03:54 main:581] : INFO : Epoch 997 | loss: 0.0311629 | val_loss: 0.0311802 | Time: 2045.03 ms [2020-12-21 01:03:56 main:581] : INFO : Epoch 998 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 2053.17 ms [2020-12-21 01:03:58 main:581] : INFO : Epoch 999 | loss: 0.0311612 | val_loss: 0.0311793 | Time: 2052.91 ms [2020-12-21 01:04:00 main:581] : INFO : Epoch 1000 | loss: 0.0311607 | val_loss: 0.031179 | Time: 2051.89 ms [2020-12-21 01:04:03 main:581] : INFO : Epoch 1001 | loss: 0.0311597 | val_loss: 0.0311789 | Time: 2051.58 ms [2020-12-21 01:04:05 main:581] : INFO : Epoch 1002 | loss: 0.0311583 | val_loss: 0.0311787 | Time: 2047.63 ms [2020-12-21 01:04:07 main:581] : INFO : Epoch 1003 | loss: 0.0311581 | val_loss: 0.0311777 | Time: 2052.54 ms [2020-12-21 01:04:09 main:581] : INFO : Epoch 1004 | loss: 0.0311582 | val_loss: 0.0311785 | Time: 2054.79 ms [2020-12-21 01:04:11 main:581] : INFO : Epoch 1005 | loss: 0.0311579 | val_loss: 0.0311792 | Time: 2056.44 ms [2020-12-21 01:04:13 main:581] : INFO : Epoch 1006 | loss: 0.0311583 | val_loss: 0.0311798 | Time: 2057.01 ms [2020-12-21 01:04:15 main:581] : INFO : Epoch 1007 | loss: 0.0311581 | val_loss: 0.0311763 | Time: 2056.1 ms [2020-12-21 01:04:17 main:581] : INFO : Epoch 1008 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 2054.62 ms [2020-12-21 01:04:19 main:581] : INFO : Epoch 1009 | loss: 0.0311567 | val_loss: 0.0311814 | Time: 2055.9 ms [2020-12-21 01:04:21 main:581] : INFO : Epoch 1010 | loss: 0.0311571 | val_loss: 0.0311804 | Time: 2052.94 ms [2020-12-21 01:04:23 main:581] : INFO : Epoch 1011 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 2053.03 ms [2020-12-21 01:04:25 main:581] : INFO : Epoch 1012 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 2053.13 ms [2020-12-21 01:04:27 main:581] : INFO : Epoch 1013 | loss: 0.0311594 | val_loss: 0.0311814 | Time: 2054.39 ms [2020-12-21 01:04:29 main:581] : INFO : Epoch 1014 | loss: 0.0311579 | val_loss: 0.031179 | Time: 2053.15 ms [2020-12-21 01:04:31 main:581] : INFO : Epoch 1015 | loss: 0.0311566 | val_loss: 0.0311798 | Time: 2054.4 ms [2020-12-21 01:04:33 main:581] : INFO : Epoch 1016 | loss: 0.0311575 | val_loss: 0.0311799 | Time: 2052.95 ms [2020-12-21 01:04:35 main:581] : INFO : Epoch 1017 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 2051.46 ms [2020-12-21 01:04:37 main:581] : INFO : Epoch 1018 | loss: 0.0311559 | val_loss: 0.0311794 | Time: 2047.51 ms [2020-12-21 01:04:39 main:581] : INFO : Epoch 1019 | loss: 0.0311554 | val_loss: 0.0311799 | Time: 2056.38 ms [2020-12-21 01:04:42 main:581] : INFO : Epoch 1020 | loss: 0.0311551 | val_loss: 0.0311816 | Time: 2052.83 ms [2020-12-21 01:04:44 main:581] : INFO : Epoch 1021 | loss: 0.0311551 | val_loss: 0.0311806 | Time: 2052.01 ms [2020-12-21 01:04:46 main:581] : INFO : Epoch 1022 | loss: 0.0311558 | val_loss: 0.0311802 | Time: 2051.79 ms [2020-12-21 01:04:48 main:581] : INFO : Epoch 1023 | loss: 0.0311552 | val_loss: 0.0311822 | Time: 2049.35 ms [2020-12-21 01:04:50 main:581] : INFO : Epoch 1024 | loss: 0.0311551 | val_loss: 0.0311802 | Time: 2051.55 ms [2020-12-21 01:04:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311802 [2020-12-21 01:04:50 main:610] : INFO : Saving end state to config to file [2020-12-21 01:04:50 main:615] : INFO : Success, exiting.. 01:04:50 (2958290): 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)