Task 3863046
| Name | ParityModified-1606530551-2147-15_0 |
| Workunit | 2028261 |
| Created | 26 Jan 2021, 16:58:18 UTC |
| Sent | 26 Jan 2021, 16:58:21 UTC |
| Report deadline | 2 Feb 2021, 16:58:21 UTC |
| Received | 26 Jan 2021, 19:25:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 35 min 27 sec |
| CPU time | 35 min |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 0.0311679 | val_loss: 0.0311732 | Time: 2051.05 ms [2021-01-26 18:33:46 main:574] : INFO : Epoch 633 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 2050.12 ms [2021-01-26 18:33:48 main:574] : INFO : Epoch 634 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2049.33 ms [2021-01-26 18:33:50 main:574] : INFO : Epoch 635 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 2056.49 ms [2021-01-26 18:33:52 main:574] : INFO : Epoch 636 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2047.46 ms [2021-01-26 18:33:54 main:574] : INFO : Epoch 637 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 2048.5 ms [2021-01-26 18:33:56 main:574] : INFO : Epoch 638 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 2056.03 ms [2021-01-26 18:33:58 main:574] : INFO : Epoch 639 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 2053.13 ms [2021-01-26 18:34:00 main:574] : INFO : Epoch 640 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2046.49 ms [2021-01-26 18:34:02 main:574] : INFO : Epoch 641 | loss: 0.0311677 | val_loss: 0.0311724 | Time: 2053 ms [2021-01-26 18:34:04 main:574] : INFO : Epoch 642 | loss: 0.0311674 | val_loss: 0.031173 | Time: 2050.52 ms [2021-01-26 18:34:06 main:574] : INFO : Epoch 643 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 2053.03 ms [2021-01-26 18:34:09 main:574] : INFO : Epoch 644 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 2050.89 ms [2021-01-26 18:34:11 main:574] : INFO : Epoch 645 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 2050.36 ms [2021-01-26 18:34:13 main:574] : INFO : Epoch 646 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2050.15 ms [2021-01-26 18:34:15 main:574] : INFO : Epoch 647 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2058.52 ms [2021-01-26 18:34:17 main:574] : INFO : Epoch 648 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 2052.91 ms [2021-01-26 18:34:19 main:574] : INFO : Epoch 649 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2053.8 ms [2021-01-26 18:34:21 main:574] : INFO : Epoch 650 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2052.03 ms [2021-01-26 18:34:23 main:574] : INFO : Epoch 651 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2055.46 ms [2021-01-26 18:34:25 main:574] : INFO : Epoch 652 | loss: 0.0311673 | val_loss: 0.031173 | Time: 2050.06 ms [2021-01-26 18:34:27 main:574] : INFO : Epoch 653 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 2054.15 ms [2021-01-26 18:34:29 main:574] : INFO : Epoch 654 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 2052.54 ms [2021-01-26 18:34:31 main:574] : INFO : Epoch 655 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 2055.01 ms [2021-01-26 18:34:33 main:574] : INFO : Epoch 656 | loss: 0.0311671 | val_loss: 0.031174 | Time: 2055.25 ms [2021-01-26 18:34:35 main:574] : INFO : Epoch 657 | loss: 0.0311667 | val_loss: 0.0311814 | Time: 2057.17 ms [2021-01-26 18:34:37 main:574] : INFO : Epoch 658 | loss: 0.031168 | val_loss: 0.0311733 | Time: 2054.51 ms [2021-01-26 18:34:40 main:574] : INFO : Epoch 659 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 2054.25 ms [2021-01-26 18:34:42 main:574] : INFO : Epoch 660 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2056.72 ms [2021-01-26 18:34:44 main:574] : INFO : Epoch 661 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 2051.83 ms [2021-01-26 18:34:46 main:574] : INFO : Epoch 662 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 2051.19 ms [2021-01-26 18:34:48 main:574] : INFO : Epoch 663 | loss: 0.031165 | val_loss: 0.0311732 | Time: 2052.73 ms [2021-01-26 18:34:50 main:574] : INFO : Epoch 664 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 2055.22 ms [2021-01-26 18:34:52 main:574] : INFO : Epoch 665 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 2047.6 ms [2021-01-26 18:34:54 main:574] : INFO : Epoch 666 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 2054.33 ms [2021-01-26 18:34:56 main:574] : INFO : Epoch 667 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 2051.93 ms [2021-01-26 18:34:58 main:574] : INFO : Epoch 668 | loss: 0.0311659 | val_loss: 0.0311715 | Time: 2051.77 ms [2021-01-26 18:35:00 main:574] : INFO : Epoch 669 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 2059.19 ms [2021-01-26 18:35:02 main:574] : INFO : Epoch 670 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 2057.93 ms [2021-01-26 18:35:04 main:574] : INFO : Epoch 671 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 2051.16 ms [2021-01-26 18:35:06 main:574] : INFO : Epoch 672 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 2055.63 ms [2021-01-26 18:35:08 main:574] : INFO : Epoch 673 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2049.58 ms [2021-01-26 18:35:10 main:574] : INFO : Epoch 674 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 2048.44 ms [2021-01-26 18:35:13 main:574] : INFO : Epoch 675 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 2056.52 ms [2021-01-26 18:35:15 main:574] : INFO : Epoch 676 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 2057.08 ms [2021-01-26 18:35:17 main:574] : INFO : Epoch 677 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 2049.77 ms [2021-01-26 18:35:19 main:574] : INFO : Epoch 678 | loss: 0.0311652 | val_loss: 0.0311709 | Time: 2054.29 ms [2021-01-26 18:35:21 main:574] : INFO : Epoch 679 | loss: 0.0311642 | val_loss: 0.031172 | Time: 2051.12 ms [2021-01-26 18:35:23 main:574] : INFO : Epoch 680 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2050.27 ms [2021-01-26 18:35:25 main:574] : INFO : Epoch 681 | loss: 0.0311665 | val_loss: 0.031169 | Time: 2049.82 ms [2021-01-26 18:35:27 main:574] : INFO : Epoch 682 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 2052.04 ms [2021-01-26 18:35:29 main:574] : INFO : Epoch 683 | loss: 0.0311694 | val_loss: 0.0311735 | Time: 2055.15 ms [2021-01-26 18:35:31 main:574] : INFO : Epoch 684 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 2045.51 ms [2021-01-26 18:35:33 main:574] : INFO : Epoch 685 | loss: 0.031169 | val_loss: 0.031175 | Time: 2056.41 ms [2021-01-26 18:35:35 main:574] : INFO : Epoch 686 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 2054.43 ms [2021-01-26 18:35:37 main:574] : INFO : Epoch 687 | loss: 0.0311682 | val_loss: 0.0311718 | Time: 2048.84 ms [2021-01-26 18:35:39 main:574] : INFO : Epoch 688 | loss: 0.031168 | val_loss: 0.0311713 | Time: 2049.37 ms [2021-01-26 18:35:41 main:574] : INFO : Epoch 689 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 2048.8 ms [2021-01-26 18:35:43 main:574] : INFO : Epoch 690 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 2051.09 ms [2021-01-26 18:35:46 main:574] : INFO : Epoch 691 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 2050.87 ms [2021-01-26 18:35:48 main:574] : INFO : Epoch 692 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 2059.06 ms [2021-01-26 18:35:50 main:574] : INFO : Epoch 693 | loss: 0.031169 | val_loss: 0.0311722 | Time: 2053.5 ms [2021-01-26 18:35:52 main:574] : INFO : Epoch 694 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 2050.38 ms [2021-01-26 18:35:54 main:574] : INFO : Epoch 695 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 2056.42 ms [2021-01-26 18:35:56 main:574] : INFO : Epoch 696 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 2051.86 ms [2021-01-26 18:35:58 main:574] : INFO : Epoch 697 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2058.41 ms [2021-01-26 18:36:00 main:574] : INFO : Epoch 698 | loss: 0.0311681 | val_loss: 0.0311714 | Time: 2058.03 ms [2021-01-26 18:36:02 main:574] : INFO : Epoch 699 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 2049.27 ms [2021-01-26 18:36:04 main:574] : INFO : Epoch 700 | loss: 0.0311672 | val_loss: 0.031171 | Time: 2053.94 ms [2021-01-26 18:36:06 main:574] : INFO : Epoch 701 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 2059.77 ms [2021-01-26 18:36:08 main:574] : INFO : Epoch 702 | loss: 0.031166 | val_loss: 0.0311722 | Time: 2058.07 ms [2021-01-26 18:36:10 main:574] : INFO : Epoch 703 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 2052.32 ms [2021-01-26 18:36:12 main:574] : INFO : Epoch 704 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 2053.77 ms [2021-01-26 18:36:14 main:574] : INFO : Epoch 705 | loss: 0.0311713 | val_loss: 0.0311716 | Time: 2049.55 ms [2021-01-26 18:36:16 main:574] : INFO : Epoch 706 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 2046.78 ms [2021-01-26 18:36:19 main:574] : INFO : Epoch 707 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 2052.86 ms [2021-01-26 18:36:21 main:574] : INFO : Epoch 708 | loss: 0.0311687 | val_loss: 0.0311719 | Time: 2057.69 ms [2021-01-26 18:36:23 main:574] : INFO : Epoch 709 | loss: 0.031169 | val_loss: 0.0311718 | Time: 2054.28 ms [2021-01-26 18:36:25 main:574] : INFO : Epoch 710 | loss: 0.0311688 | val_loss: 0.0311702 | Time: 2053.27 ms [2021-01-26 18:36:27 main:574] : INFO : Epoch 711 | loss: 0.031167 | val_loss: 0.0311697 | Time: 2052.44 ms [2021-01-26 18:36:29 main:574] : INFO : Epoch 712 | loss: 0.031169 | val_loss: 0.0311688 | Time: 2054.2 ms [2021-01-26 18:36:31 main:574] : INFO : Epoch 713 | loss: 0.031167 | val_loss: 0.0311677 | Time: 2051.95 ms [2021-01-26 18:36:33 main:574] : INFO : Epoch 714 | loss: 0.0311662 | val_loss: 0.031169 | Time: 2054.98 ms [2021-01-26 18:36:35 main:574] : INFO : Epoch 715 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 2050.16 ms [2021-01-26 18:36:37 main:574] : INFO : Epoch 716 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 2051.73 ms [2021-01-26 18:36:39 main:574] : INFO : Epoch 717 | loss: 0.031169 | val_loss: 0.0311735 | Time: 2049.06 ms [2021-01-26 18:36:41 main:574] : INFO : Epoch 718 | loss: 0.0311676 | val_loss: 0.0311702 | Time: 2054.32 ms [2021-01-26 18:36:43 main:574] : INFO : Epoch 719 | loss: 0.0311654 | val_loss: 0.0311695 | Time: 2054.33 ms [2021-01-26 18:36:45 main:574] : INFO : Epoch 720 | loss: 0.0311649 | val_loss: 0.0311675 | Time: 2056.71 ms [2021-01-26 18:36:47 main:574] : INFO : Epoch 721 | loss: 0.0311651 | val_loss: 0.0311683 | Time: 2054.58 ms [2021-01-26 18:36:50 main:574] : INFO : Epoch 722 | loss: 0.031164 | val_loss: 0.0311686 | Time: 2049.1 ms [2021-01-26 18:36:52 main:574] : INFO : Epoch 723 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 2052.04 ms [2021-01-26 18:36:54 main:574] : INFO : Epoch 724 | loss: 0.0311692 | val_loss: 0.0311682 | Time: 2044.86 ms [2021-01-26 18:36:56 main:574] : INFO : Epoch 725 | loss: 0.0311682 | val_loss: 0.0311669 | Time: 2054.74 ms [2021-01-26 18:36:58 main:574] : INFO : Epoch 726 | loss: 0.0311672 | val_loss: 0.0311656 | Time: 2057.43 ms [2021-01-26 18:37:00 main:574] : INFO : Epoch 727 | loss: 0.0311666 | val_loss: 0.0311651 | Time: 2052.95 ms [2021-01-26 18:37:02 main:574] : INFO : Epoch 728 | loss: 0.0311668 | val_loss: 0.0311648 | Time: 2052.71 ms [2021-01-26 18:37:04 main:574] : INFO : Epoch 729 | loss: 0.0311673 | val_loss: 0.0311667 | Time: 2060.18 ms [2021-01-26 18:37:06 main:574] : INFO : Epoch 730 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 2054.48 ms [2021-01-26 18:37:08 main:574] : INFO : Epoch 731 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2055.77 ms [2021-01-26 18:37:10 main:574] : INFO : Epoch 732 | loss: 0.0311694 | val_loss: 0.0311693 | Time: 2050.13 ms [2021-01-26 18:37:12 main:574] : INFO : Epoch 733 | loss: 0.0311697 | val_loss: 0.0311697 | Time: 2048.14 ms [2021-01-26 18:37:14 main:574] : INFO : Epoch 734 | loss: 0.0311691 | val_loss: 0.0311682 | Time: 2048.28 ms [2021-01-26 18:37:16 main:574] : INFO : Epoch 735 | loss: 0.0311686 | val_loss: 0.0311693 | Time: 2058.84 ms [2021-01-26 18:37:18 main:574] : INFO : Epoch 736 | loss: 0.0311676 | val_loss: 0.0311692 | Time: 2054.54 ms [2021-01-26 18:37:20 main:574] : INFO : Epoch 737 | loss: 0.03117 | val_loss: 0.0311842 | Time: 2052.51 ms [2021-01-26 18:37:23 main:574] : INFO : Epoch 738 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2056.14 ms [2021-01-26 18:37:25 main:574] : INFO : Epoch 739 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 2051.25 ms [2021-01-26 18:37:27 main:574] : INFO : Epoch 740 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 2051.68 ms [2021-01-26 18:37:29 main:574] : INFO : Epoch 741 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2048.24 ms [2021-01-26 18:37:31 main:574] : INFO : Epoch 742 | loss: 0.0311763 | val_loss: 0.031179 | Time: 2052.67 ms [2021-01-26 18:37:33 main:574] : INFO : Epoch 743 | loss: 0.0311728 | val_loss: 0.0311761 | Time: 2051.67 ms [2021-01-26 18:37:35 main:574] : INFO : Epoch 744 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 2051.23 ms [2021-01-26 18:37:37 main:574] : INFO : Epoch 745 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 2056.61 ms [2021-01-26 18:37:39 main:574] : INFO : Epoch 746 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 2053.03 ms [2021-01-26 18:37:41 main:574] : INFO : Epoch 747 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2053.05 ms [2021-01-26 18:37:43 main:574] : INFO : Epoch 748 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 2054.92 ms [2021-01-26 18:37:45 main:574] : INFO : Epoch 749 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 2054.51 ms [2021-01-26 18:37:47 main:574] : INFO : Epoch 750 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 2048.47 ms [2021-01-26 18:37:49 main:574] : INFO : Epoch 751 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 2051.77 ms [2021-01-26 18:37:51 main:574] : INFO : Epoch 752 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2050.76 ms [2021-01-26 18:37:53 main:574] : INFO : Epoch 753 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 2049.9 ms [2021-01-26 18:37:56 main:574] : INFO : Epoch 754 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 2053.73 ms [2021-01-26 18:37:58 main:574] : INFO : Epoch 755 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 2049.12 ms [2021-01-26 18:38:00 main:574] : INFO : Epoch 756 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 2049.77 ms [2021-01-26 18:38:02 main:574] : INFO : Epoch 757 | loss: 0.0311723 | val_loss: 0.0311698 | Time: 2046.07 ms [2021-01-26 18:38:04 main:574] : INFO : Epoch 758 | loss: 0.0311695 | val_loss: 0.0311701 | Time: 2047.68 ms [2021-01-26 18:38:06 main:574] : INFO : Epoch 759 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 2047.5 ms [2021-01-26 18:38:08 main:574] : INFO : Epoch 760 | loss: 0.0311694 | val_loss: 0.0311701 | Time: 2050.08 ms [2021-01-26 18:38:10 main:574] : INFO : Epoch 761 | loss: 0.0311671 | val_loss: 0.0311691 | Time: 2044.65 ms [2021-01-26 18:38:12 main:574] : INFO : Epoch 762 | loss: 0.031168 | val_loss: 0.0311715 | Time: 2045.83 ms [2021-01-26 18:38:14 main:574] : INFO : Epoch 763 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 2049.63 ms [2021-01-26 18:38:16 main:574] : INFO : Epoch 764 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 2050.28 ms [2021-01-26 18:38:18 main:574] : INFO : Epoch 765 | loss: 0.031167 | val_loss: 0.0311709 | Time: 2053.34 ms [2021-01-26 18:38:20 main:574] : INFO : Epoch 766 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 2051.37 ms [2021-01-26 18:38:22 main:574] : INFO : Epoch 767 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 2055.56 ms [2021-01-26 18:38:24 main:574] : INFO : Epoch 768 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 2051.8 ms [2021-01-26 18:38:26 main:574] : INFO : Epoch 769 | loss: 0.0311687 | val_loss: 0.031171 | Time: 2040.75 ms [2021-01-26 18:38:28 main:574] : INFO : Epoch 770 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 2043.43 ms [2021-01-26 18:38:31 main:574] : INFO : Epoch 771 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 2046.53 ms [2021-01-26 18:38:33 main:574] : INFO : Epoch 772 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 2042.71 ms [2021-01-26 18:38:35 main:574] : INFO : Epoch 773 | loss: 0.031166 | val_loss: 0.0311697 | Time: 2047.24 ms [2021-01-26 18:38:37 main:574] : INFO : Epoch 774 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 2043.86 ms [2021-01-26 18:38:39 main:574] : INFO : Epoch 775 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2044.31 ms [2021-01-26 18:38:41 main:574] : INFO : Epoch 776 | loss: 0.031165 | val_loss: 0.0311697 | Time: 2045.51 ms [2021-01-26 18:38:43 main:574] : INFO : Epoch 777 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2044.9 ms [2021-01-26 18:38:45 main:574] : INFO : Epoch 778 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2050.22 ms [2021-01-26 18:38:47 main:574] : INFO : Epoch 779 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 2046.99 ms [2021-01-26 18:38:49 main:574] : INFO : Epoch 780 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 2041.99 ms [2021-01-26 18:38:51 main:574] : INFO : Epoch 781 | loss: 0.031168 | val_loss: 0.0311712 | Time: 2039.63 ms [2021-01-26 18:38:53 main:574] : INFO : Epoch 782 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 2046.71 ms [2021-01-26 18:38:55 main:574] : INFO : Epoch 783 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 2051.88 ms [2021-01-26 18:38:57 main:574] : INFO : Epoch 784 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 2042.03 ms [2021-01-26 18:38:59 main:574] : INFO : Epoch 785 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 2041.9 ms [2021-01-26 18:39:01 main:574] : INFO : Epoch 786 | loss: 0.0311665 | val_loss: 0.0311697 | Time: 2042.82 ms [2021-01-26 18:39:03 main:574] : INFO : Epoch 787 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 2046.13 ms [2021-01-26 18:39:05 main:574] : INFO : Epoch 788 | loss: 0.031168 | val_loss: 0.0311694 | Time: 2045.07 ms [2021-01-26 18:39:08 main:574] : INFO : Epoch 789 | loss: 0.0311665 | val_loss: 0.03117 | Time: 2044.25 ms [2021-01-26 18:39:10 main:574] : INFO : Epoch 790 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2043.09 ms [2021-01-26 18:39:12 main:574] : INFO : Epoch 791 | loss: 0.0311663 | val_loss: 0.0311699 | Time: 2041.55 ms [2021-01-26 18:39:14 main:574] : INFO : Epoch 792 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 2044.31 ms [2021-01-26 18:39:16 main:574] : INFO : Epoch 793 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2042.6 ms [2021-01-26 18:39:18 main:574] : INFO : Epoch 794 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2044.5 ms [2021-01-26 18:39:20 main:574] : INFO : Epoch 795 | loss: 0.0311657 | val_loss: 0.0311683 | Time: 2045.76 ms [2021-01-26 18:39:22 main:574] : INFO : Epoch 796 | loss: 0.031165 | val_loss: 0.0311686 | Time: 2040.74 ms [2021-01-26 18:39:24 main:574] : INFO : Epoch 797 | loss: 0.031164 | val_loss: 0.0311695 | Time: 2044.93 ms [2021-01-26 18:39:26 main:574] : INFO : Epoch 798 | loss: 0.0311645 | val_loss: 0.031169 | Time: 2045.51 ms [2021-01-26 18:39:28 main:574] : INFO : Epoch 799 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2038.42 ms [2021-01-26 18:39:30 main:574] : INFO : Epoch 800 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2047.49 ms [2021-01-26 18:39:32 main:574] : INFO : Epoch 801 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 2043.33 ms [2021-01-26 18:39:34 main:574] : INFO : Epoch 802 | loss: 0.0311657 | val_loss: 0.031172 | Time: 2044.89 ms [2021-01-26 18:39:36 main:574] : INFO : Epoch 803 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 2048.58 ms [2021-01-26 18:39:38 main:574] : INFO : Epoch 804 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 2046.13 ms [2021-01-26 18:39:40 main:574] : INFO : Epoch 805 | loss: 0.0311642 | val_loss: 0.0311682 | Time: 2046.27 ms [2021-01-26 18:39:42 main:574] : INFO : Epoch 806 | loss: 0.0311643 | val_loss: 0.031168 | Time: 2046.11 ms [2021-01-26 18:39:45 main:574] : INFO : Epoch 807 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 2050.22 ms [2021-01-26 18:39:47 main:574] : INFO : Epoch 808 | loss: 0.0311665 | val_loss: 0.031172 | Time: 2041.7 ms [2021-01-26 18:39:49 main:574] : INFO : Epoch 809 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 2047.1 ms [2021-01-26 18:39:51 main:574] : INFO : Epoch 810 | loss: 0.031164 | val_loss: 0.0311684 | Time: 2052.31 ms [2021-01-26 18:39:53 main:574] : INFO : Epoch 811 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2045.17 ms [2021-01-26 18:39:55 main:574] : INFO : Epoch 812 | loss: 0.031163 | val_loss: 0.0311698 | Time: 2047.89 ms [2021-01-26 18:39:57 main:574] : INFO : Epoch 813 | loss: 0.0311642 | val_loss: 0.0311676 | Time: 2047.74 ms [2021-01-26 18:39:59 main:574] : INFO : Epoch 814 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 2043.61 ms [2021-01-26 18:40:01 main:574] : INFO : Epoch 815 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 2048.23 ms [2021-01-26 18:40:03 main:574] : INFO : Epoch 816 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 2045.56 ms [2021-01-26 18:40:05 main:574] : INFO : Epoch 817 | loss: 0.0311659 | val_loss: 0.031171 | Time: 2054.37 ms [2021-01-26 18:40:07 main:574] : INFO : Epoch 818 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 2051.15 ms [2021-01-26 18:40:09 main:574] : INFO : Epoch 819 | loss: 0.031164 | val_loss: 0.0311713 | Time: 2051.06 ms [2021-01-26 18:40:11 main:574] : INFO : Epoch 820 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 2045.4 ms [2021-01-26 18:40:13 main:574] : INFO : Epoch 821 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 2046.09 ms [2021-01-26 18:40:15 main:574] : INFO : Epoch 822 | loss: 0.0311669 | val_loss: 0.0311704 | Time: 2050.29 ms [2021-01-26 18:40:17 main:574] : INFO : Epoch 823 | loss: 0.0311658 | val_loss: 0.031171 | Time: 2040 ms [2021-01-26 18:40:19 main:574] : INFO : Epoch 824 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 2042.07 ms [2021-01-26 18:40:22 main:574] : INFO : Epoch 825 | loss: 0.031166 | val_loss: 0.0311735 | Time: 2044.99 ms [2021-01-26 18:40:24 main:574] : INFO : Epoch 826 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 2043.52 ms [2021-01-26 18:40:26 main:574] : INFO : Epoch 827 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 2043.99 ms [2021-01-26 18:40:28 main:574] : INFO : Epoch 828 | loss: 0.0311643 | val_loss: 0.03117 | Time: 2047.38 ms [2021-01-26 18:40:30 main:574] : INFO : Epoch 829 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 2044.09 ms [2021-01-26 18:40:32 main:574] : INFO : Epoch 830 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 2043.07 ms [2021-01-26 18:40:34 main:574] : INFO : Epoch 831 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2047.18 ms [2021-01-26 18:40:36 main:574] : INFO : Epoch 832 | loss: 0.0311667 | val_loss: 0.0311693 | Time: 2050.78 ms [2021-01-26 18:40:38 main:574] : INFO : Epoch 833 | loss: 0.0311678 | val_loss: 0.0311688 | Time: 2042.64 ms [2021-01-26 18:40:40 main:574] : INFO : Epoch 834 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 2044.19 ms [2021-01-26 18:40:42 main:574] : INFO : Epoch 835 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 2050.21 ms [2021-01-26 18:40:44 main:574] : INFO : Epoch 836 | loss: 0.0311655 | val_loss: 0.0311702 | Time: 2047.21 ms [2021-01-26 18:40:46 main:574] : INFO : Epoch 837 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 2045.11 ms [2021-01-26 18:40:48 main:574] : INFO : Epoch 838 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 2047.09 ms [2021-01-26 18:40:50 main:574] : INFO : Epoch 839 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 2043.03 ms [2021-01-26 18:40:52 main:574] : INFO : Epoch 840 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 2039.97 ms [2021-01-26 18:40:54 main:574] : INFO : Epoch 841 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 2048.69 ms [2021-01-26 18:40:56 main:574] : INFO : Epoch 842 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 2047.54 ms [2021-01-26 18:40:59 main:574] : INFO : Epoch 843 | loss: 0.0311681 | val_loss: 0.0311714 | Time: 2045.4 ms [2021-01-26 18:41:01 main:574] : INFO : Epoch 844 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2048.77 ms [2021-01-26 18:41:03 main:574] : INFO : Epoch 845 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 2042.63 ms [2021-01-26 18:41:05 main:574] : INFO : Epoch 846 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 2049.02 ms [2021-01-26 18:41:07 main:574] : INFO : Epoch 847 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2041.17 ms [2021-01-26 18:41:09 main:574] : INFO : Epoch 848 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2049.35 ms [2021-01-26 18:41:11 main:574] : INFO : Epoch 849 | loss: 0.031165 | val_loss: 0.0311687 | Time: 2046.13 ms [2021-01-26 18:41:13 main:574] : INFO : Epoch 850 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 2046.34 ms [2021-01-26 18:41:15 main:574] : INFO : Epoch 851 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2046.08 ms [2021-01-26 18:41:17 main:574] : INFO : Epoch 852 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 2052.06 ms [2021-01-26 18:41:19 main:574] : INFO : Epoch 853 | loss: 0.0311688 | val_loss: 0.0311692 | Time: 2046.46 ms [2021-01-26 18:41:21 main:574] : INFO : Epoch 854 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 2040.53 ms [2021-01-26 18:41:23 main:574] : INFO : Epoch 855 | loss: 0.0311676 | val_loss: 0.0311678 | Time: 2042.46 ms [2021-01-26 18:41:25 main:574] : INFO : Epoch 856 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 2043.15 ms [2021-01-26 18:41:27 main:574] : INFO : Epoch 857 | loss: 0.0311661 | val_loss: 0.0311686 | Time: 2040.1 ms [2021-01-26 18:41:29 main:574] : INFO : Epoch 858 | loss: 0.031166 | val_loss: 0.0311698 | Time: 2047.72 ms [2021-01-26 18:41:31 main:574] : INFO : Epoch 859 | loss: 0.0311651 | val_loss: 0.0311676 | Time: 2039.89 ms [2021-01-26 18:41:33 main:574] : INFO : Epoch 860 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 2043.58 ms [2021-01-26 18:41:36 main:574] : INFO : Epoch 861 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2049.36 ms [2021-01-26 18:41:38 main:574] : INFO : Epoch 862 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 2049.77 ms [2021-01-26 18:41:40 main:574] : INFO : Epoch 863 | loss: 0.0311637 | val_loss: 0.031171 | Time: 2047.01 ms [2021-01-26 18:41:42 main:574] : INFO : Epoch 864 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 2051.7 ms [2021-01-26 18:41:44 main:574] : INFO : Epoch 865 | loss: 0.0311654 | val_loss: 0.0311673 | Time: 2046.52 ms [2021-01-26 18:41:46 main:574] : INFO : Epoch 866 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 2049.18 ms [2021-01-26 18:41:48 main:574] : INFO : Epoch 867 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2047.23 ms [2021-01-26 18:41:50 main:574] : INFO : Epoch 868 | loss: 0.0311685 | val_loss: 0.0311692 | Time: 2043.07 ms [2021-01-26 18:41:52 main:574] : INFO : Epoch 869 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 2045.91 ms [2021-01-26 18:41:54 main:574] : INFO : Epoch 870 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 2046.19 ms [2021-01-26 18:41:56 main:574] : INFO : Epoch 871 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2042.69 ms [2021-01-26 18:41:58 main:574] : INFO : Epoch 872 | loss: 0.0311638 | val_loss: 0.0311699 | Time: 2045.92 ms [2021-01-26 18:42:00 main:574] : INFO : Epoch 873 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 2043.01 ms [2021-01-26 18:42:02 main:574] : INFO : Epoch 874 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 2046.11 ms [2021-01-26 18:42:04 main:574] : INFO : Epoch 875 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 2048.24 ms [2021-01-26 18:42:06 main:574] : INFO : Epoch 876 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 2044.36 ms [2021-01-26 18:42:08 main:574] : INFO : Epoch 877 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 2045.68 ms [2021-01-26 18:42:10 main:574] : INFO : Epoch 878 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 2045 ms [2021-01-26 18:42:13 main:574] : INFO : Epoch 879 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 2047.74 ms [2021-01-26 18:42:15 main:574] : INFO : Epoch 880 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 2042.48 ms [2021-01-26 18:42:17 main:574] : INFO : Epoch 881 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 2045.95 ms [2021-01-26 18:42:19 main:574] : INFO : Epoch 882 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2038.09 ms [2021-01-26 18:42:21 main:574] : INFO : Epoch 883 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 2047.98 ms [2021-01-26 18:42:23 main:574] : INFO : Epoch 884 | loss: 0.031161 | val_loss: 0.0311688 | Time: 2045.28 ms [2021-01-26 18:42:25 main:574] : INFO : Epoch 885 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 2049 ms [2021-01-26 18:42:27 main:574] : INFO : Epoch 886 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 2049.24 ms [2021-01-26 18:42:29 main:574] : INFO : Epoch 887 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 2040.25 ms [2021-01-26 18:42:31 main:574] : INFO : Epoch 888 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 2045.91 ms [2021-01-26 18:42:33 main:574] : INFO : Epoch 889 | loss: 0.0311611 | val_loss: 0.031171 | Time: 2045.65 ms [2021-01-26 18:42:35 main:574] : INFO : Epoch 890 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 2044.56 ms [2021-01-26 18:42:37 main:574] : INFO : Epoch 891 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 2047.35 ms [2021-01-26 18:42:39 main:574] : INFO : Epoch 892 | loss: 0.0311617 | val_loss: 0.031168 | Time: 2036.66 ms [2021-01-26 18:42:41 main:574] : INFO : Epoch 893 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 2042.98 ms [2021-01-26 18:42:43 main:574] : INFO : Epoch 894 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 2047.67 ms [2021-01-26 18:42:45 main:574] : INFO : Epoch 895 | loss: 0.0311629 | val_loss: 0.0311673 | Time: 2043.73 ms [2021-01-26 18:42:48 main:574] : INFO : Epoch 896 | loss: 0.0311634 | val_loss: 0.0311723 | Time: 2042.75 ms [2021-01-26 18:42:50 main:574] : INFO : Epoch 897 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 2047.26 ms [2021-01-26 18:42:52 main:574] : INFO : Epoch 898 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 2044.46 ms [2021-01-26 18:42:54 main:574] : INFO : Epoch 899 | loss: 0.0311608 | val_loss: 0.031169 | Time: 2041.22 ms [2021-01-26 18:42:56 main:574] : INFO : Epoch 900 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 2044.17 ms [2021-01-26 18:42:58 main:574] : INFO : Epoch 901 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 2046.22 ms [2021-01-26 18:43:00 main:574] : INFO : Epoch 902 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 2043.08 ms [2021-01-26 18:43:02 main:574] : INFO : Epoch 903 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2054.65 ms [2021-01-26 18:43:04 main:574] : INFO : Epoch 904 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 2040.81 ms [2021-01-26 18:43:06 main:574] : INFO : Epoch 905 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2048.64 ms [2021-01-26 18:43:08 main:574] : INFO : Epoch 906 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 2042.91 ms [2021-01-26 18:43:10 main:574] : INFO : Epoch 907 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 2041.96 ms [2021-01-26 18:43:12 main:574] : INFO : Epoch 908 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 2046.77 ms [2021-01-26 18:43:14 main:574] : INFO : Epoch 909 | loss: 0.03116 | val_loss: 0.031168 | Time: 2040.15 ms [2021-01-26 18:43:16 main:574] : INFO : Epoch 910 | loss: 0.0311613 | val_loss: 0.0311676 | Time: 2041.62 ms [2021-01-26 18:43:18 main:574] : INFO : Epoch 911 | loss: 0.031162 | val_loss: 0.0311734 | Time: 2034.58 ms [2021-01-26 18:43:20 main:574] : INFO : Epoch 912 | loss: 0.031161 | val_loss: 0.0311664 | Time: 2048 ms [2021-01-26 18:43:22 main:574] : INFO : Epoch 913 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2043.43 ms [2021-01-26 18:43:24 main:574] : INFO : Epoch 914 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 2044.6 ms [2021-01-26 18:43:27 main:574] : INFO : Epoch 915 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 2048.15 ms [2021-01-26 18:43:29 main:574] : INFO : Epoch 916 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 2047.8 ms [2021-01-26 18:43:31 main:574] : INFO : Epoch 917 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 2044.48 ms [2021-01-26 18:43:33 main:574] : INFO : Epoch 918 | loss: 0.0311591 | val_loss: 0.031169 | Time: 2047.52 ms [2021-01-26 18:43:35 main:574] : INFO : Epoch 919 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2044.11 ms [2021-01-26 18:43:37 main:574] : INFO : Epoch 920 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2045.35 ms [2021-01-26 18:43:39 main:574] : INFO : Epoch 921 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 2044.55 ms [2021-01-26 18:43:41 main:574] : INFO : Epoch 922 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 2048.68 ms [2021-01-26 18:43:43 main:574] : INFO : Epoch 923 | loss: 0.0311628 | val_loss: 0.0311683 | Time: 2047.17 ms [2021-01-26 18:43:45 main:574] : INFO : Epoch 924 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 2044.75 ms [2021-01-26 18:43:47 main:574] : INFO : Epoch 925 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 2051.29 ms [2021-01-26 18:43:49 main:574] : INFO : Epoch 926 | loss: 0.0311647 | val_loss: 0.0311672 | Time: 2046.54 ms [2021-01-26 18:43:51 main:574] : INFO : Epoch 927 | loss: 0.0311626 | val_loss: 0.031165 | Time: 2040.23 ms [2021-01-26 18:43:53 main:574] : INFO : Epoch 928 | loss: 0.031163 | val_loss: 0.0311681 | Time: 2042.35 ms [2021-01-26 18:43:55 main:574] : INFO : Epoch 929 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 2047.98 ms [2021-01-26 18:43:57 main:574] : INFO : Epoch 930 | loss: 0.0311617 | val_loss: 0.0311655 | Time: 2043.3 ms [2021-01-26 18:43:59 main:574] : INFO : Epoch 931 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 2045.14 ms [2021-01-26 18:44:01 main:574] : INFO : Epoch 932 | loss: 0.031162 | val_loss: 0.031168 | Time: 2043.86 ms [2021-01-26 18:44:04 main:574] : INFO : Epoch 933 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 2044.25 ms [2021-01-26 18:44:06 main:574] : INFO : Epoch 934 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 2042.83 ms [2021-01-26 18:44:08 main:574] : INFO : Epoch 935 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 2042.18 ms [2021-01-26 18:44:10 main:574] : INFO : Epoch 936 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 2045.36 ms [2021-01-26 18:44:12 main:574] : INFO : Epoch 937 | loss: 0.0311626 | val_loss: 0.0311651 | Time: 2047.35 ms [2021-01-26 18:44:14 main:574] : INFO : Epoch 938 | loss: 0.0311626 | val_loss: 0.0311657 | Time: 2049.64 ms [2021-01-26 18:44:16 main:574] : INFO : Epoch 939 | loss: 0.031162 | val_loss: 0.0311665 | Time: 2046.45 ms [2021-01-26 18:44:18 main:574] : INFO : Epoch 940 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 2048.59 ms [2021-01-26 18:44:20 main:574] : INFO : Epoch 941 | loss: 0.031164 | val_loss: 0.0311652 | Time: 2044.94 ms [2021-01-26 18:44:22 main:574] : INFO : Epoch 942 | loss: 0.0311609 | val_loss: 0.0311653 | Time: 2042.52 ms [2021-01-26 18:44:24 main:574] : INFO : Epoch 943 | loss: 0.0311605 | val_loss: 0.0311648 | Time: 2040.35 ms [2021-01-26 18:44:26 main:574] : INFO : Epoch 944 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 2043.88 ms [2021-01-26 18:44:28 main:574] : INFO : Epoch 945 | loss: 0.031162 | val_loss: 0.0311665 | Time: 2055.52 ms [2021-01-26 18:44:30 main:574] : INFO : Epoch 946 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 2073.98 ms [2021-01-26 18:44:32 main:574] : INFO : Epoch 947 | loss: 0.0311595 | val_loss: 0.031167 | Time: 2047.52 ms [2021-01-26 18:44:34 main:574] : INFO : Epoch 948 | loss: 0.0311608 | val_loss: 0.0311655 | Time: 2055.56 ms [2021-01-26 18:44:37 main:574] : INFO : Epoch 949 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 2057.84 ms [2021-01-26 18:44:39 main:574] : INFO : Epoch 950 | loss: 0.031163 | val_loss: 0.0311657 | Time: 2054.73 ms [2021-01-26 18:44:41 main:574] : INFO : Epoch 951 | loss: 0.0311627 | val_loss: 0.0311661 | Time: 2047.97 ms [2021-01-26 18:44:43 main:574] : INFO : Epoch 952 | loss: 0.0311629 | val_loss: 0.0311651 | Time: 2054.11 ms [2021-01-26 18:44:45 main:574] : INFO : Epoch 953 | loss: 0.0311626 | val_loss: 0.0311654 | Time: 2048.41 ms [2021-01-26 18:44:47 main:574] : INFO : Epoch 954 | loss: 0.0311616 | val_loss: 0.031166 | Time: 2050.27 ms [2021-01-26 18:44:49 main:574] : INFO : Epoch 955 | loss: 0.0311615 | val_loss: 0.0311668 | Time: 2047.9 ms [2021-01-26 18:44:51 main:574] : INFO : Epoch 956 | loss: 0.031162 | val_loss: 0.0311695 | Time: 2052.07 ms [2021-01-26 18:44:53 main:574] : INFO : Epoch 957 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 2051.99 ms [2021-01-26 18:44:55 main:574] : INFO : Epoch 958 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 2051.98 ms [2021-01-26 18:44:57 main:574] : INFO : Epoch 959 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 2056.03 ms [2021-01-26 18:44:59 main:574] : INFO : Epoch 960 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 2049.09 ms [2021-01-26 18:45:01 main:574] : INFO : Epoch 961 | loss: 0.03116 | val_loss: 0.0311675 | Time: 2049.36 ms [2021-01-26 18:45:03 main:574] : INFO : Epoch 962 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 2054.35 ms [2021-01-26 18:45:05 main:574] : INFO : Epoch 963 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 2051.68 ms [2021-01-26 18:45:07 main:574] : INFO : Epoch 964 | loss: 0.0311599 | val_loss: 0.0311645 | Time: 2051.91 ms [2021-01-26 18:45:09 main:574] : INFO : Epoch 965 | loss: 0.031159 | val_loss: 0.0311651 | Time: 2048.74 ms [2021-01-26 18:45:12 main:574] : INFO : Epoch 966 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 2056.75 ms [2021-01-26 18:45:14 main:574] : INFO : Epoch 967 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 2061.61 ms [2021-01-26 18:45:16 main:574] : INFO : Epoch 968 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 2049.51 ms [2021-01-26 18:45:18 main:574] : INFO : Epoch 969 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2054.98 ms [2021-01-26 18:45:20 main:574] : INFO : Epoch 970 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 2050.58 ms [2021-01-26 18:45:22 main:574] : INFO : Epoch 971 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 2053.65 ms [2021-01-26 18:45:24 main:574] : INFO : Epoch 972 | loss: 0.0311628 | val_loss: 0.031168 | Time: 2051 ms [2021-01-26 18:45:26 main:574] : INFO : Epoch 973 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 2051.27 ms [2021-01-26 18:45:28 main:574] : INFO : Epoch 974 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 2059.22 ms [2021-01-26 18:45:30 main:574] : INFO : Epoch 975 | loss: 0.0311628 | val_loss: 0.0311679 | Time: 2051.15 ms [2021-01-26 18:45:32 main:574] : INFO : Epoch 976 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 2051.3 ms [2021-01-26 18:45:34 main:574] : INFO : Epoch 977 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 2053.63 ms [2021-01-26 18:45:36 main:574] : INFO : Epoch 978 | loss: 0.0311616 | val_loss: 0.0311673 | Time: 2052.15 ms [2021-01-26 18:45:38 main:574] : INFO : Epoch 979 | loss: 0.0311623 | val_loss: 0.031173 | Time: 2056.95 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 19:35:50 main:435] : INFO : Set logging level to 1 [2021-01-26 19:35:50 main:441] : INFO : Running in BOINC Client mode [2021-01-26 19:35:50 main:444] : INFO : Resolving all filenames [2021-01-26 19:35:50 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 19:35:50 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_1 (exists = 1) [2021-01-26 19:35:50 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_0 (exists = 0) [2021-01-26 19:35:50 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15 (exists = 1) [2021-01-26 19:35:50 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 19:35:50 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 19:35:50 main:474] : INFO : Configuration: [2021-01-26 19:35:50 main:475] : INFO : Model type: GRU [2021-01-26 19:35:50 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 19:35:50 main:477] : INFO : Max Epochs: 1024 [2021-01-26 19:35:50 main:478] : INFO : Batch Size: 128 [2021-01-26 19:35:50 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 19:35:50 main:480] : INFO : Patience: 10 [2021-01-26 19:35:50 main:481] : INFO : Hidden Width: 12 [2021-01-26 19:35:50 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 19:35:50 main:483] : INFO : # Backend Layers: 4 [2021-01-26 19:35:50 main:484] : INFO : # Threads: 1 [2021-01-26 19:35:50 main:486] : INFO : Preparing Dataset [2021-01-26 19:35:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:35:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:35:52 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 19:35:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:35:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:35:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 19:35:52 main:494] : INFO : Creating Model [2021-01-26 19:35:52 main:507] : INFO : Preparing config file [2021-01-26 19:35:52 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 19:35:52 main:512] : INFO : Loading config [2021-01-26 19:35:52 main:514] : INFO : Loading state [2021-01-26 19:35:53 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 19:35:53 main:562] : INFO : Starting Training [2021-01-26 19:35:56 main:574] : INFO : Epoch 977 | loss: 0.0312152 | val_loss: 0.0311795 | Time: 2541.39 ms [2021-01-26 19:35:58 main:574] : INFO : Epoch 978 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 2065.28 ms [2021-01-26 19:36:00 main:574] : INFO : Epoch 979 | loss: 0.0311632 | val_loss: 0.0311674 | Time: 2084.6 ms [2021-01-26 19:36:02 main:574] : INFO : Epoch 980 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 2107.41 ms [2021-01-26 19:36:04 main:574] : INFO : Epoch 981 | loss: 0.0311625 | val_loss: 0.0311666 | Time: 2098.66 ms [2021-01-26 19:36:06 main:574] : INFO : Epoch 982 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 2107.51 ms [2021-01-26 19:36:08 main:574] : INFO : Epoch 983 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 2108.65 ms [2021-01-26 19:36:10 main:574] : INFO : Epoch 984 | loss: 0.0311612 | val_loss: 0.0311667 | Time: 2111.17 ms [2021-01-26 19:36:13 main:574] : INFO : Epoch 985 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 2145.55 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 19:53:07 main:435] : INFO : Set logging level to 1 [2021-01-26 19:53:07 main:441] : INFO : Running in BOINC Client mode [2021-01-26 19:53:07 main:444] : INFO : Resolving all filenames [2021-01-26 19:53:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 19:53:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_1 (exists = 1) [2021-01-26 19:53:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_0 (exists = 0) [2021-01-26 19:53:07 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15 (exists = 1) [2021-01-26 19:53:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 19:53:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 19:53:07 main:474] : INFO : Configuration: [2021-01-26 19:53:07 main:475] : INFO : Model type: GRU [2021-01-26 19:53:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 19:53:07 main:477] : INFO : Max Epochs: 1024 [2021-01-26 19:53:07 main:478] : INFO : Batch Size: 128 [2021-01-26 19:53:07 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 19:53:07 main:480] : INFO : Patience: 10 [2021-01-26 19:53:07 main:481] : INFO : Hidden Width: 12 [2021-01-26 19:53:07 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 19:53:07 main:483] : INFO : # Backend Layers: 4 [2021-01-26 19:53:07 main:484] : INFO : # Threads: 1 [2021-01-26 19:53:07 main:486] : INFO : Preparing Dataset [2021-01-26 19:53:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:53:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:53:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 19:53:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:53:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 19:53:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 19:53:09 main:494] : INFO : Creating Model [2021-01-26 19:53:09 main:507] : INFO : Preparing config file [2021-01-26 19:53:09 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 19:53:09 main:512] : INFO : Loading config [2021-01-26 19:53:09 main:514] : INFO : Loading state [2021-01-26 19:53:10 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 19:53:10 main:562] : INFO : Starting Training [2021-01-26 19:53:12 main:574] : INFO : Epoch 977 | loss: 0.031203 | val_loss: 0.0311788 | Time: 2460.58 ms [2021-01-26 19:53:14 main:574] : INFO : Epoch 978 | loss: 0.0311676 | val_loss: 0.031168 | Time: 2072.82 ms [2021-01-26 19:53:16 main:574] : INFO : Epoch 979 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 2088.29 ms [2021-01-26 19:53:18 main:574] : INFO : Epoch 980 | loss: 0.0311627 | val_loss: 0.03117 | Time: 2096.68 ms [2021-01-26 19:53:20 main:574] : INFO : Epoch 981 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 2102.57 ms [2021-01-26 19:53:23 main:574] : INFO : Epoch 982 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 2110.28 ms [2021-01-26 19:53:25 main:574] : INFO : Epoch 983 | loss: 0.0311609 | val_loss: 0.0311662 | Time: 2112.29 ms [2021-01-26 19:53:27 main:574] : INFO : Epoch 984 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2113.58 ms [2021-01-26 19:53:29 main:574] : INFO : Epoch 985 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 2110.71 ms [2021-01-26 19:53:31 main:574] : INFO : Epoch 986 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 2110.8 ms [2021-01-26 19:53:33 main:574] : INFO : Epoch 987 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2107.99 ms [2021-01-26 19:53:35 main:574] : INFO : Epoch 988 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 2108.34 ms [2021-01-26 19:53:37 main:574] : INFO : Epoch 989 | loss: 0.0311637 | val_loss: 0.0311699 | Time: 2112.17 ms [2021-01-26 19:53:40 main:574] : INFO : Epoch 990 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 2109.65 ms [2021-01-26 19:53:42 main:574] : INFO : Epoch 991 | loss: 0.0311619 | val_loss: 0.031169 | Time: 2122.31 ms [2021-01-26 19:53:44 main:574] : INFO : Epoch 992 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 2125.33 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2021-01-26 20:23:43 main:435] : INFO : Set logging level to 1 [2021-01-26 20:23:43 main:441] : INFO : Running in BOINC Client mode [2021-01-26 20:23:43 main:444] : INFO : Resolving all filenames [2021-01-26 20:23:43 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-26 20:23:43 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_1 (exists = 1) [2021-01-26 20:23:43 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15_0_r1272895305_0 (exists = 0) [2021-01-26 20:23:43 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1606530551-2147-15 (exists = 1) [2021-01-26 20:23:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-26 20:23:43 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-26 20:23:43 main:474] : INFO : Configuration: [2021-01-26 20:23:43 main:475] : INFO : Model type: GRU [2021-01-26 20:23:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-26 20:23:43 main:477] : INFO : Max Epochs: 1024 [2021-01-26 20:23:43 main:478] : INFO : Batch Size: 128 [2021-01-26 20:23:43 main:479] : INFO : Learning Rate: 0.01 [2021-01-26 20:23:43 main:480] : INFO : Patience: 10 [2021-01-26 20:23:44 main:481] : INFO : Hidden Width: 12 [2021-01-26 20:23:44 main:482] : INFO : # Recurrent Layers: 4 [2021-01-26 20:23:44 main:483] : INFO : # Backend Layers: 4 [2021-01-26 20:23:44 main:484] : INFO : # Threads: 1 [2021-01-26 20:23:44 main:486] : INFO : Preparing Dataset [2021-01-26 20:23:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 20:23:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 20:23:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-26 20:23:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 20:23:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-26 20:23:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-26 20:23:46 main:494] : INFO : Creating Model [2021-01-26 20:23:46 main:507] : INFO : Preparing config file [2021-01-26 20:23:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-26 20:23:46 main:512] : INFO : Loading config [2021-01-26 20:23:46 main:514] : INFO : Loading state [2021-01-26 20:23:46 main:559] : INFO : Loading DataLoader into Memory [2021-01-26 20:23:46 main:562] : INFO : Starting Training [2021-01-26 20:23:49 main:574] : INFO : Epoch 977 | loss: 0.0312243 | val_loss: 0.0311841 | Time: 2530.9 ms [2021-01-26 20:23:51 main:574] : INFO : Epoch 978 | loss: 0.0311689 | val_loss: 0.0311661 | Time: 2071.9 ms [2021-01-26 20:23:53 main:574] : INFO : Epoch 979 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 2084.04 ms [2021-01-26 20:23:55 main:574] : INFO : Epoch 980 | loss: 0.0311625 | val_loss: 0.031169 | Time: 2091.98 ms [2021-01-26 20:23:57 main:574] : INFO : Epoch 981 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 2101.58 ms [2021-01-26 20:23:59 main:574] : INFO : Epoch 982 | loss: 0.03116 | val_loss: 0.0311679 | Time: 2096.91 ms [2021-01-26 20:24:01 main:574] : INFO : Epoch 983 | loss: 0.0311615 | val_loss: 0.031173 | Time: 2111.67 ms [2021-01-26 20:24:04 main:574] : INFO : Epoch 984 | loss: 0.0311627 | val_loss: 0.0311703 | Time: 2104.08 ms [2021-01-26 20:24:06 main:574] : INFO : Epoch 985 | loss: 0.031162 | val_loss: 0.0311675 | Time: 2114.21 ms [2021-01-26 20:24:08 main:574] : INFO : Epoch 986 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 2111.1 ms [2021-01-26 20:24:10 main:574] : INFO : Epoch 987 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 2111.58 ms [2021-01-26 20:24:12 main:574] : INFO : Epoch 988 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 2109.34 ms [2021-01-26 20:24:14 main:574] : INFO : Epoch 989 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 2112.96 ms [2021-01-26 20:24:16 main:574] : INFO : Epoch 990 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 2120.1 ms [2021-01-26 20:24:18 main:574] : INFO : Epoch 991 | loss: 0.0311623 | val_loss: 0.031169 | Time: 2115.81 ms [2021-01-26 20:24:21 main:574] : INFO : Epoch 992 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2115.78 ms [2021-01-26 20:24:23 main:574] : INFO : Epoch 993 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 2117.62 ms [2021-01-26 20:24:25 main:574] : INFO : Epoch 994 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 2117.61 ms [2021-01-26 20:24:27 main:574] : INFO : Epoch 995 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 2109.58 ms [2021-01-26 20:24:29 main:574] : INFO : Epoch 996 | loss: 0.031162 | val_loss: 0.0311686 | Time: 2112.43 ms [2021-01-26 20:24:31 main:574] : INFO : Epoch 997 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2115.44 ms [2021-01-26 20:24:33 main:574] : INFO : Epoch 998 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 2120.28 ms [2021-01-26 20:24:35 main:574] : INFO : Epoch 999 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 2113.88 ms [2021-01-26 20:24:38 main:574] : INFO : Epoch 1000 | loss: 0.0311642 | val_loss: 0.0311693 | Time: 2118.4 ms [2021-01-26 20:24:40 main:574] : INFO : Epoch 1001 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 2113.1 ms [2021-01-26 20:24:42 main:574] : INFO : Epoch 1002 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 2124.75 ms [2021-01-26 20:24:44 main:574] : INFO : Epoch 1003 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 2149.17 ms [2021-01-26 20:24:46 main:574] : INFO : Epoch 1004 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 2122.42 ms [2021-01-26 20:24:48 main:574] : INFO : Epoch 1005 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 2124.75 ms [2021-01-26 20:24:50 main:574] : INFO : Epoch 1006 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 2117.2 ms [2021-01-26 20:24:53 main:574] : INFO : Epoch 1007 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 2120.19 ms [2021-01-26 20:24:55 main:574] : INFO : Epoch 1008 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 2123.76 ms [2021-01-26 20:24:57 main:574] : INFO : Epoch 1009 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 2119.05 ms [2021-01-26 20:24:59 main:574] : INFO : Epoch 1010 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 2118.53 ms [2021-01-26 20:25:01 main:574] : INFO : Epoch 1011 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2113.66 ms [2021-01-26 20:25:03 main:574] : INFO : Epoch 1012 | loss: 0.031161 | val_loss: 0.0311734 | Time: 2119.09 ms [2021-01-26 20:25:05 main:574] : INFO : Epoch 1013 | loss: 0.0311597 | val_loss: 0.0311686 | Time: 2116.65 ms [2021-01-26 20:25:07 main:574] : INFO : Epoch 1014 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2114.93 ms [2021-01-26 20:25:10 main:574] : INFO : Epoch 1015 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2117.63 ms [2021-01-26 20:25:12 main:574] : INFO : Epoch 1016 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 2119.96 ms [2021-01-26 20:25:14 main:574] : INFO : Epoch 1017 | loss: 0.0311594 | val_loss: 0.031172 | Time: 2114.75 ms [2021-01-26 20:25:16 main:574] : INFO : Epoch 1018 | loss: 0.0311611 | val_loss: 0.0311671 | Time: 2121.6 ms [2021-01-26 20:25:18 main:574] : INFO : Epoch 1019 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2123.17 ms [2021-01-26 20:25:20 main:574] : INFO : Epoch 1020 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 2123.46 ms [2021-01-26 20:25:22 main:574] : INFO : Epoch 1021 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 2118.28 ms [2021-01-26 20:25:24 main:574] : INFO : Epoch 1022 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 2123.56 ms [2021-01-26 20:25:27 main:574] : INFO : Epoch 1023 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 2115.28 ms [2021-01-26 20:25:29 main:574] : INFO : Epoch 1024 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 2114.98 ms [2021-01-26 20:25:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311672 [2021-01-26 20:25:29 main:603] : INFO : Saving end state to config to file [2021-01-26 20:25:29 main:608] : INFO : Success, exiting.. 20:25:29 (30364): 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)