Task 14596437
| Name | ParityModified-1647043373-17652-3-0_0 |
| Workunit | 11618061 |
| Created | 11 Apr 2022, 2:01:07 UTC |
| Sent | 11 Apr 2022, 5:00:31 UTC |
| Report deadline | 19 Apr 2022, 5:00:31 UTC |
| Received | 18 Apr 2022, 13:59:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 48 min 38 sec |
| CPU time | 1 hours 38 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1586 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 2865.18 ms [2022-04-18 05:48:05 main:574] : INFO : Epoch 1587 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 2904.53 ms [2022-04-18 05:48:08 main:574] : INFO : Epoch 1588 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 2822.58 ms [2022-04-18 05:48:11 main:574] : INFO : Epoch 1589 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 2861.28 ms [2022-04-18 05:48:14 main:574] : INFO : Epoch 1590 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 3132.33 ms [2022-04-18 05:48:17 main:574] : INFO : Epoch 1591 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 3224.67 ms [2022-04-18 05:48:31 main:574] : INFO : Epoch 1592 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 13395.9 ms [2022-04-18 05:48:34 main:574] : INFO : Epoch 1593 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 3083.91 ms [2022-04-18 05:48:37 main:574] : INFO : Epoch 1594 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 2999.38 ms [2022-04-18 05:48:40 main:574] : INFO : Epoch 1595 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 3149.82 ms [2022-04-18 05:48:43 main:574] : INFO : Epoch 1596 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 2949.5 ms [2022-04-18 05:48:46 main:574] : INFO : Epoch 1597 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 3025.72 ms [2022-04-18 05:48:49 main:574] : INFO : Epoch 1598 | loss: 0.03117 | val_loss: 0.0311797 | Time: 3008.92 ms [2022-04-18 05:48:52 main:574] : INFO : Epoch 1599 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 3033.06 ms [2022-04-18 05:48:55 main:574] : INFO : Epoch 1600 | loss: 0.0311693 | val_loss: 0.031175 | Time: 3106.52 ms [2022-04-18 05:49:09 main:574] : INFO : Epoch 1601 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 13586.7 ms [2022-04-18 05:49:12 main:574] : INFO : Epoch 1602 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 3096.79 ms [2022-04-18 05:49:15 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 3076.19 ms [2022-04-18 05:49:18 main:574] : INFO : Epoch 1604 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 3112.27 ms [2022-04-18 05:49:21 main:574] : INFO : Epoch 1605 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 3046.31 ms [2022-04-18 05:49:24 main:574] : INFO : Epoch 1606 | loss: 0.0311773 | val_loss: 0.031185 | Time: 3093.2 ms [2022-04-18 05:49:27 main:574] : INFO : Epoch 1607 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 3087.67 ms [2022-04-18 05:49:30 main:574] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 3051.04 ms [2022-04-18 05:49:33 main:574] : INFO : Epoch 1609 | loss: 0.0311776 | val_loss: 0.031183 | Time: 3192.78 ms [2022-04-18 05:49:36 main:574] : INFO : Epoch 1610 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 2853.85 ms [2022-04-18 05:49:39 main:574] : INFO : Epoch 1611 | loss: 0.0311758 | val_loss: 0.0311855 | Time: 2884.23 ms [2022-04-18 05:49:42 main:574] : INFO : Epoch 1612 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 2878.94 ms [2022-04-18 05:49:45 main:574] : INFO : Epoch 1613 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2881.24 ms [2022-04-18 05:49:48 main:574] : INFO : Epoch 1614 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 2863.33 ms [2022-04-18 05:49:51 main:574] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 2773.02 ms [2022-04-18 05:49:53 main:574] : INFO : Epoch 1616 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2852.06 ms [2022-04-18 05:49:56 main:574] : INFO : Epoch 1617 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 2846.67 ms [2022-04-18 05:49:59 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 2871.57 ms [2022-04-18 05:50:02 main:574] : INFO : Epoch 1619 | loss: 0.0311747 | val_loss: 0.0311761 | Time: 2911.84 ms [2022-04-18 05:50:05 main:574] : INFO : Epoch 1620 | loss: 0.0311755 | val_loss: 0.0311737 | Time: 2841.6 ms [2022-04-18 05:50:08 main:574] : INFO : Epoch 1621 | loss: 0.0311734 | val_loss: 0.0311716 | Time: 2886.9 ms [2022-04-18 05:50:11 main:574] : INFO : Epoch 1622 | loss: 0.0311724 | val_loss: 0.0311733 | Time: 2905.88 ms [2022-04-18 05:50:14 main:574] : INFO : Epoch 1623 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 2876.75 ms [2022-04-18 05:50:16 main:574] : INFO : Epoch 1624 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 2874.03 ms [2022-04-18 05:50:19 main:574] : INFO : Epoch 1625 | loss: 0.0311735 | val_loss: 0.0311717 | Time: 2839.07 ms [2022-04-18 05:50:22 main:574] : INFO : Epoch 1626 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2898.48 ms [2022-04-18 05:50:25 main:574] : INFO : Epoch 1627 | loss: 0.0311772 | val_loss: 0.0311725 | Time: 2887.6 ms [2022-04-18 05:50:28 main:574] : INFO : Epoch 1628 | loss: 0.0311725 | val_loss: 0.0311719 | Time: 2836.14 ms [2022-04-18 05:50:31 main:574] : INFO : Epoch 1629 | loss: 0.0311718 | val_loss: 0.0311732 | Time: 2756.14 ms [2022-04-18 05:50:34 main:574] : INFO : Epoch 1630 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 2803.41 ms [2022-04-18 05:50:37 main:574] : INFO : Epoch 1631 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 3365.1 ms [2022-04-18 05:50:50 main:574] : INFO : Epoch 1632 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 13453.7 ms [2022-04-18 05:50:53 main:574] : INFO : Epoch 1633 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 3050.08 ms [2022-04-18 05:50:56 main:574] : INFO : Epoch 1634 | loss: 0.031171 | val_loss: 0.0311744 | Time: 3060.71 ms [2022-04-18 05:51:00 main:574] : INFO : Epoch 1635 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 3034.03 ms [2022-04-18 05:51:03 main:574] : INFO : Epoch 1636 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 2996.97 ms [2022-04-18 05:51:05 main:574] : INFO : Epoch 1637 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2954.69 ms [2022-04-18 05:51:08 main:574] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 3019.83 ms [2022-04-18 05:51:11 main:574] : INFO : Epoch 1639 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 2961.88 ms [2022-04-18 05:51:14 main:574] : INFO : Epoch 1640 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 2954.09 ms [2022-04-18 05:51:17 main:574] : INFO : Epoch 1641 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 3045.4 ms [2022-04-18 05:51:21 main:574] : INFO : Epoch 1642 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 3134.34 ms [2022-04-18 05:51:24 main:574] : INFO : Epoch 1643 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 3058.3 ms [2022-04-18 05:51:27 main:574] : INFO : Epoch 1644 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 2958.59 ms [2022-04-18 05:51:30 main:574] : INFO : Epoch 1645 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 3092.27 ms [2022-04-18 05:51:33 main:574] : INFO : Epoch 1646 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 3045.35 ms [2022-04-18 05:51:36 main:574] : INFO : Epoch 1647 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2970.16 ms [2022-04-18 05:51:39 main:574] : INFO : Epoch 1648 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 3076 ms [2022-04-18 05:51:42 main:574] : INFO : Epoch 1649 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 3057.28 ms [2022-04-18 05:51:45 main:574] : INFO : Epoch 1650 | loss: 0.031172 | val_loss: 0.0311775 | Time: 3003.9 ms [2022-04-18 05:51:48 main:574] : INFO : Epoch 1651 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 3106.82 ms [2022-04-18 05:51:51 main:574] : INFO : Epoch 1652 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 3031.34 ms [2022-04-18 05:51:54 main:574] : INFO : Epoch 1653 | loss: 0.031173 | val_loss: 0.0311779 | Time: 2908.42 ms [2022-04-18 05:51:57 main:574] : INFO : Epoch 1654 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 2916.98 ms [2022-04-18 05:52:00 main:574] : INFO : Epoch 1655 | loss: 0.0311779 | val_loss: 0.0311779 | Time: 2831.02 ms [2022-04-18 05:52:03 main:574] : INFO : Epoch 1656 | loss: 0.0311755 | val_loss: 0.031177 | Time: 2821.59 ms [2022-04-18 05:52:05 main:574] : INFO : Epoch 1657 | loss: 0.031175 | val_loss: 0.0311824 | Time: 2893.37 ms [2022-04-18 05:52:08 main:574] : INFO : Epoch 1658 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 2952.51 ms [2022-04-18 05:52:11 main:574] : INFO : Epoch 1659 | loss: 0.031177 | val_loss: 0.0311783 | Time: 2773.11 ms [2022-04-18 05:52:14 main:574] : INFO : Epoch 1660 | loss: 0.0311753 | val_loss: 0.0311824 | Time: 2838.39 ms [2022-04-18 05:52:17 main:574] : INFO : Epoch 1661 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 2856.73 ms [2022-04-18 05:52:20 main:574] : INFO : Epoch 1662 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 2891.22 ms [2022-04-18 05:52:23 main:574] : INFO : Epoch 1663 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 2854.84 ms [2022-04-18 05:52:25 main:574] : INFO : Epoch 1664 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 2828.25 ms [2022-04-18 05:52:28 main:574] : INFO : Epoch 1665 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 2925.25 ms [2022-04-18 05:52:31 main:574] : INFO : Epoch 1666 | loss: 0.0311756 | val_loss: 0.031179 | Time: 2857.72 ms [2022-04-18 05:52:34 main:574] : INFO : Epoch 1667 | loss: 0.0311764 | val_loss: 0.031179 | Time: 2947 ms [2022-04-18 05:52:37 main:574] : INFO : Epoch 1668 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 2845.78 ms [2022-04-18 05:52:40 main:574] : INFO : Epoch 1669 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 2917.15 ms [2022-04-18 05:52:43 main:574] : INFO : Epoch 1670 | loss: 0.031175 | val_loss: 0.031179 | Time: 2924.27 ms [2022-04-18 05:52:46 main:574] : INFO : Epoch 1671 | loss: 0.031174 | val_loss: 0.031178 | Time: 2822.75 ms [2022-04-18 05:52:49 main:574] : INFO : Epoch 1672 | loss: 0.031175 | val_loss: 0.0311778 | Time: 2885.9 ms [2022-04-18 05:52:51 main:574] : INFO : Epoch 1673 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2837.76 ms [2022-04-18 05:52:55 main:574] : INFO : Epoch 1674 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 3414.02 ms [2022-04-18 05:52:58 main:574] : INFO : Epoch 1675 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 3032.97 ms [2022-04-18 05:53:01 main:574] : INFO : Epoch 1676 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 3045.48 ms [2022-04-18 05:53:35 main:574] : INFO : Epoch 1677 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 33639.5 ms [2022-04-18 05:53:38 main:574] : INFO : Epoch 1678 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 3075.03 ms [2022-04-18 05:53:41 main:574] : INFO : Epoch 1679 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 3079.35 ms [2022-04-18 05:53:44 main:574] : INFO : Epoch 1680 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 3054.75 ms [2022-04-18 05:53:47 main:574] : INFO : Epoch 1681 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 3054.94 ms [2022-04-18 05:53:50 main:574] : INFO : Epoch 1682 | loss: 0.031178 | val_loss: 0.0311785 | Time: 3010.85 ms [2022-04-18 05:53:53 main:574] : INFO : Epoch 1683 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 3060.52 ms [2022-04-18 05:53:56 main:574] : INFO : Epoch 1684 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 3028.47 ms [2022-04-18 05:53:59 main:574] : INFO : Epoch 1685 | loss: 0.031176 | val_loss: 0.0311772 | Time: 3046.82 ms [2022-04-18 05:54:02 main:574] : INFO : Epoch 1686 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 3039.12 ms [2022-04-18 05:54:05 main:574] : INFO : Epoch 1687 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 3139.48 ms [2022-04-18 05:54:08 main:574] : INFO : Epoch 1688 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 3046.49 ms [2022-04-18 05:54:11 main:574] : INFO : Epoch 1689 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 3042.3 ms [2022-04-18 05:54:14 main:574] : INFO : Epoch 1690 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 2883.78 ms [2022-04-18 05:54:17 main:574] : INFO : Epoch 1691 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2896.17 ms [2022-04-18 05:54:20 main:574] : INFO : Epoch 1692 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 2835.55 ms [2022-04-18 05:54:23 main:574] : INFO : Epoch 1693 | loss: 0.031174 | val_loss: 0.0311772 | Time: 2861.57 ms [2022-04-18 05:54:26 main:574] : INFO : Epoch 1694 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 2964.52 ms [2022-04-18 05:54:29 main:574] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311816 | Time: 2860.29 ms [2022-04-18 05:54:32 main:574] : INFO : Epoch 1696 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 2952.02 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2060) [2022-04-18 05:55:35 main:435] : INFO : Set logging level to 1 [2022-04-18 05:55:35 main:441] : INFO : Running in BOINC Client mode [2022-04-18 05:55:35 main:444] : INFO : Resolving all filenames [2022-04-18 05:55:35 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-18 05:55:35 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-18 05:55:35 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-18 05:55:35 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-18 05:55:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-18 05:55:35 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-18 05:55:35 main:474] : INFO : Configuration: [2022-04-18 05:55:35 main:475] : INFO : Model type: GRU [2022-04-18 05:55:35 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-18 05:55:35 main:477] : INFO : Max Epochs: 2048 [2022-04-18 05:55:35 main:478] : INFO : Batch Size: 128 [2022-04-18 05:55:35 main:479] : INFO : Learning Rate: 0.01 [2022-04-18 05:55:35 main:480] : INFO : Patience: 10 [2022-04-18 05:55:35 main:481] : INFO : Hidden Width: 12 [2022-04-18 05:55:35 main:482] : INFO : # Recurrent Layers: 4 [2022-04-18 05:55:35 main:483] : INFO : # Backend Layers: 4 [2022-04-18 05:55:35 main:484] : INFO : # Threads: 1 [2022-04-18 05:55:35 main:486] : INFO : Preparing Dataset [2022-04-18 05:55:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-18 05:55:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-18 05:55:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-18 05:55:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-18 05:55:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-18 05:55:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-18 05:55:37 main:494] : INFO : Creating Model [2022-04-18 05:55:37 main:507] : INFO : Preparing config file [2022-04-18 05:55:37 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-18 05:55:37 main:512] : INFO : Loading config [2022-04-18 05:55:37 main:514] : INFO : Loading state [2022-04-18 05:55:38 main:559] : INFO : Loading DataLoader into Memory [2022-04-18 05:55:38 main:562] : INFO : Starting Training [2022-04-18 05:55:41 main:574] : INFO : Epoch 1678 | loss: 0.0312912 | val_loss: 0.0312054 | Time: 3233.21 ms [2022-04-18 05:55:44 main:574] : INFO : Epoch 1679 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 3031.85 ms [2022-04-18 05:55:47 main:574] : INFO : Epoch 1680 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 3122.71 ms [2022-04-18 05:55:50 main:574] : INFO : Epoch 1681 | loss: 0.0311778 | val_loss: 0.0311772 | Time: 3177.1 ms [2022-04-18 05:56:04 main:574] : INFO : Epoch 1682 | loss: 0.0311771 | val_loss: 0.0311748 | Time: 13318.9 ms [2022-04-18 05:56:07 main:574] : INFO : Epoch 1683 | loss: 0.0311736 | val_loss: 0.031176 | Time: 2933.74 ms [2022-04-18 05:56:10 main:574] : INFO : Epoch 1684 | loss: 0.0311733 | val_loss: 0.031175 | Time: 3164.21 ms [2022-04-18 05:56:13 main:574] : INFO : Epoch 1685 | loss: 0.0311731 | val_loss: 0.031176 | Time: 3011.33 ms [2022-04-18 05:56:16 main:574] : INFO : Epoch 1686 | loss: 0.0311715 | val_loss: 0.031177 | Time: 3021.81 ms [2022-04-18 05:56:19 main:574] : INFO : Epoch 1687 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 3132.09 ms [2022-04-18 05:56:22 main:574] : INFO : Epoch 1688 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 3124.06 ms [2022-04-18 05:56:25 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 3184.43 ms [2022-04-18 05:56:28 main:574] : INFO : Epoch 1690 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 3038.85 ms [2022-04-18 05:56:31 main:574] : INFO : Epoch 1691 | loss: 0.0311766 | val_loss: 0.031179 | Time: 2879.73 ms [2022-04-18 05:56:34 main:574] : INFO : Epoch 1692 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 2937.95 ms [2022-04-18 05:56:37 main:574] : INFO : Epoch 1693 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 2906.22 ms [2022-04-18 05:56:40 main:574] : INFO : Epoch 1694 | loss: 0.0311767 | val_loss: 0.0311818 | Time: 2819 ms [2022-04-18 05:56:43 main:574] : INFO : Epoch 1695 | loss: 0.0311803 | val_loss: 0.0311775 | Time: 2857.11 ms [2022-04-18 05:56:46 main:574] : INFO : Epoch 1696 | loss: 0.0311749 | val_loss: 0.031177 | Time: 2885.13 ms [2022-04-18 05:56:49 main:574] : INFO : Epoch 1697 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 2887.38 ms [2022-04-18 05:56:52 main:574] : INFO : Epoch 1698 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 2814.35 ms [2022-04-18 05:56:54 main:574] : INFO : Epoch 1699 | loss: 0.0311822 | val_loss: 0.0311759 | Time: 2927.76 ms [2022-04-18 05:56:57 main:574] : INFO : Epoch 1700 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2791.18 ms [2022-04-18 05:57:00 main:574] : INFO : Epoch 1701 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 2846.98 ms [2022-04-18 05:57:03 main:574] : INFO : Epoch 1702 | loss: 0.0311751 | val_loss: 0.0311741 | Time: 2919.72 ms [2022-04-18 05:57:06 main:574] : INFO : Epoch 1703 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 2882.3 ms [2022-04-18 05:57:09 main:574] : INFO : Epoch 1704 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2808.72 ms [2022-04-18 05:57:12 main:574] : INFO : Epoch 1705 | loss: 0.0311765 | val_loss: 0.0311842 | Time: 2797.42 ms [2022-04-18 05:57:14 main:574] : INFO : Epoch 1706 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 2909.12 ms [2022-04-18 05:57:17 main:574] : INFO : Epoch 1707 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 2955.59 ms [2022-04-18 05:57:20 main:574] : INFO : Epoch 1708 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 2813.22 ms [2022-04-18 05:57:23 main:574] : INFO : Epoch 1709 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 2824.41 ms [2022-04-18 05:57:26 main:574] : INFO : Epoch 1710 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2826.48 ms [2022-04-18 05:57:29 main:574] : INFO : Epoch 1711 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 2793.79 ms [2022-04-18 05:57:32 main:574] : INFO : Epoch 1712 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 3425.32 ms [2022-04-18 05:57:45 main:574] : INFO : Epoch 1713 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 13250 ms [2022-04-18 05:57:49 main:574] : INFO : Epoch 1714 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 3192.46 ms [2022-04-18 05:57:52 main:574] : INFO : Epoch 1715 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 3137.86 ms [2022-04-18 05:57:55 main:574] : INFO : Epoch 1716 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 2960.56 ms [2022-04-18 05:57:58 main:574] : INFO : Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 2967.92 ms [2022-04-18 05:58:01 main:574] : INFO : Epoch 1718 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 2982.07 ms [2022-04-18 05:58:04 main:574] : INFO : Epoch 1719 | loss: 0.0311767 | val_loss: 0.03118 | Time: 3052.26 ms [2022-04-18 05:58:07 main:574] : INFO : Epoch 1720 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 3130.44 ms [2022-04-18 05:58:10 main:574] : INFO : Epoch 1721 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 3184.35 ms [2022-04-18 05:58:13 main:574] : INFO : Epoch 1722 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 3072.52 ms [2022-04-18 05:58:16 main:574] : INFO : Epoch 1723 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 3120.57 ms [2022-04-18 05:58:19 main:574] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 3184.25 ms [2022-04-18 05:58:22 main:574] : INFO : Epoch 1725 | loss: 0.031174 | val_loss: 0.031179 | Time: 3045.15 ms [2022-04-18 05:58:25 main:574] : INFO : Epoch 1726 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 2965.65 ms [2022-04-18 05:58:28 main:574] : INFO : Epoch 1727 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 3071.62 ms [2022-04-18 05:58:31 main:574] : INFO : Epoch 1728 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 3014.83 ms [2022-04-18 05:58:34 main:574] : INFO : Epoch 1729 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 2975.13 ms [2022-04-18 05:58:37 main:574] : INFO : Epoch 1730 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 3003.57 ms [2022-04-18 05:58:41 main:574] : INFO : Epoch 1731 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 3084.21 ms [2022-04-18 05:58:44 main:574] : INFO : Epoch 1732 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 3069.69 ms [2022-04-18 05:58:47 main:574] : INFO : Epoch 1733 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 3114.82 ms [2022-04-18 05:58:50 main:574] : INFO : Epoch 1734 | loss: 0.0311748 | val_loss: 0.031178 | Time: 2902.29 ms [2022-04-18 05:58:53 main:574] : INFO : Epoch 1735 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 2939.18 ms [2022-04-18 05:58:55 main:574] : INFO : Epoch 1736 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2834.16 ms [2022-04-18 05:58:58 main:574] : INFO : Epoch 1737 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 2897.02 ms [2022-04-18 05:59:01 main:574] : INFO : Epoch 1738 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 2895.02 ms [2022-04-18 05:59:04 main:574] : INFO : Epoch 1739 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2903.98 ms [2022-04-18 05:59:07 main:574] : INFO : Epoch 1740 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 2846.59 ms [2022-04-18 05:59:10 main:574] : INFO : Epoch 1741 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 2896.77 ms [2022-04-18 05:59:13 main:574] : INFO : Epoch 1742 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2840.07 ms [2022-04-18 05:59:16 main:574] : INFO : Epoch 1743 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 3000.59 ms [2022-04-18 05:59:19 main:574] : INFO : Epoch 1744 | loss: 0.0311828 | val_loss: 0.031177 | Time: 2891.58 ms [2022-04-18 05:59:22 main:574] : INFO : Epoch 1745 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2929.95 ms [2022-04-18 05:59:24 main:574] : INFO : Epoch 1746 | loss: 0.0311721 | val_loss: 0.03118 | Time: 2858.68 ms [2022-04-18 05:59:27 main:574] : INFO : Epoch 1747 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 2949.27 ms [2022-04-18 05:59:30 main:574] : INFO : Epoch 1748 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 2900.24 ms [2022-04-18 05:59:33 main:574] : INFO : Epoch 1749 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 2857.09 ms [2022-04-18 05:59:36 main:574] : INFO : Epoch 1750 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 2864.53 ms [2022-04-18 05:59:39 main:574] : INFO : Epoch 1751 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2922.16 ms [2022-04-18 05:59:42 main:574] : INFO : Epoch 1752 | loss: 0.031172 | val_loss: 0.0311786 | Time: 2966.02 ms [2022-04-18 05:59:45 main:574] : INFO : Epoch 1753 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2890.23 ms [2022-04-18 05:59:48 main:574] : INFO : Epoch 1754 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2925.12 ms [2022-04-18 05:59:51 main:574] : INFO : Epoch 1755 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 3067.39 ms [2022-04-18 05:59:54 main:574] : INFO : Epoch 1756 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 3283.29 ms [2022-04-18 06:00:08 main:574] : INFO : Epoch 1757 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 13361.5 ms [2022-04-18 06:00:11 main:574] : INFO : Epoch 1758 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 3038.86 ms [2022-04-18 06:00:14 main:574] : INFO : Epoch 1759 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 3033.43 ms [2022-04-18 06:00:17 main:574] : INFO : Epoch 1760 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 2985.52 ms [2022-04-18 06:00:20 main:574] : INFO : Epoch 1761 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 3283.7 ms [2022-04-18 06:00:23 main:574] : INFO : Epoch 1762 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 3373.84 ms [2022-04-18 06:29:02 main:574] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1.71889e+06 ms [2022-04-18 06:29:05 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2883.91 ms [2022-04-18 06:29:08 main:574] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.03118 | Time: 2856.05 ms [2022-04-18 06:29:11 main:574] : INFO : Epoch 1766 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 2882.3 ms [2022-04-18 06:29:14 main:574] : INFO : Epoch 1767 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2850.42 ms [2022-04-18 06:29:17 main:574] : INFO : Epoch 1768 | loss: 0.0311818 | val_loss: 0.0312024 | Time: 2890.35 ms [2022-04-18 06:29:19 main:574] : INFO : Epoch 1769 | loss: 0.0312484 | val_loss: 0.0312452 | Time: 2845.79 ms [2022-04-18 06:29:22 main:574] : INFO : Epoch 1770 | loss: 0.0312376 | val_loss: 0.0312174 | Time: 2820.65 ms [2022-04-18 06:29:25 main:574] : INFO : Epoch 1771 | loss: 0.0312242 | val_loss: 0.0312277 | Time: 2886.19 ms [2022-04-18 06:29:28 main:574] : INFO : Epoch 1772 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 2797.04 ms [2022-04-18 06:29:31 main:574] : INFO : Epoch 1773 | loss: 0.031222 | val_loss: 0.0312221 | Time: 2795.33 ms [2022-04-18 06:29:34 main:574] : INFO : Epoch 1774 | loss: 0.0312417 | val_loss: 0.031238 | Time: 3084.5 ms [2022-04-18 06:29:37 main:574] : INFO : Epoch 1775 | loss: 0.0313332 | val_loss: 0.0312645 | Time: 3451.69 ms [2022-04-18 06:29:41 main:574] : INFO : Epoch 1776 | loss: 0.0312493 | val_loss: 0.0312254 | Time: 3241.06 ms [2022-04-18 06:43:22 main:574] : INFO : Epoch 1777 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 821182 ms [2022-04-18 06:43:25 main:574] : INFO : Epoch 1778 | loss: 0.0312198 | val_loss: 0.0312149 | Time: 3113.1 ms [2022-04-18 06:43:28 main:574] : INFO : Epoch 1779 | loss: 0.0312193 | val_loss: 0.0312198 | Time: 2974.89 ms [2022-04-18 06:43:31 main:574] : INFO : Epoch 1780 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 3049.72 ms [2022-04-18 06:43:34 main:574] : INFO : Epoch 1781 | loss: 0.0312128 | val_loss: 0.0312097 | Time: 3023.27 ms [2022-04-18 06:43:37 main:574] : INFO : Epoch 1782 | loss: 0.0312114 | val_loss: 0.031211 | Time: 3280.47 ms [2022-04-18 06:43:50 main:574] : INFO : Epoch 1783 | loss: 0.0312116 | val_loss: 0.0312202 | Time: 13158.7 ms [2022-04-18 06:43:53 main:574] : INFO : Epoch 1784 | loss: 0.0312236 | val_loss: 0.0312175 | Time: 2973.46 ms [2022-04-18 06:43:56 main:574] : INFO : Epoch 1785 | loss: 0.0312206 | val_loss: 0.031214 | Time: 2992.99 ms [2022-04-18 06:43:59 main:574] : INFO : Epoch 1786 | loss: 0.0312167 | val_loss: 0.0312111 | Time: 3094.91 ms [2022-04-18 06:44:02 main:574] : INFO : Epoch 1787 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 3035.96 ms [2022-04-18 06:44:06 main:574] : INFO : Epoch 1788 | loss: 0.0312132 | val_loss: 0.0312155 | Time: 3014.75 ms [2022-04-18 06:44:09 main:574] : INFO : Epoch 1789 | loss: 0.0312104 | val_loss: 0.0312089 | Time: 3015.08 ms [2022-04-18 06:44:12 main:574] : INFO : Epoch 1790 | loss: 0.0312092 | val_loss: 0.0312076 | Time: 3040.48 ms [2022-04-18 06:44:15 main:574] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312071 | Time: 2963.09 ms [2022-04-18 06:44:17 main:574] : INFO : Epoch 1792 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 2788.96 ms [2022-04-18 06:44:20 main:574] : INFO : Epoch 1793 | loss: 0.0312083 | val_loss: 0.0312088 | Time: 2901.16 ms [2022-04-18 06:44:23 main:574] : INFO : Epoch 1794 | loss: 0.0312075 | val_loss: 0.0312064 | Time: 2773.25 ms [2022-04-18 06:44:26 main:574] : INFO : Epoch 1795 | loss: 0.0312097 | val_loss: 0.0312103 | Time: 2864.13 ms [2022-04-18 06:44:29 main:574] : INFO : Epoch 1796 | loss: 0.0312079 | val_loss: 0.031208 | Time: 2804.08 ms [2022-04-18 06:44:32 main:574] : INFO : Epoch 1797 | loss: 0.0312073 | val_loss: 0.0312064 | Time: 2948.81 ms [2022-04-18 06:44:34 main:574] : INFO : Epoch 1798 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 2770.32 ms [2022-04-18 06:44:37 main:574] : INFO : Epoch 1799 | loss: 0.0312077 | val_loss: 0.0312051 | Time: 2826.9 ms [2022-04-18 06:44:40 main:574] : INFO : Epoch 1800 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 2890.01 ms [2022-04-18 06:44:43 main:574] : INFO : Epoch 1801 | loss: 0.0312038 | val_loss: 0.0312048 | Time: 2848.42 ms [2022-04-18 06:44:46 main:574] : INFO : Epoch 1802 | loss: 0.0312056 | val_loss: 0.0312059 | Time: 2837.8 ms [2022-04-18 06:44:49 main:574] : INFO : Epoch 1803 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 2957.96 ms [2022-04-18 06:44:52 main:574] : INFO : Epoch 1804 | loss: 0.0312038 | val_loss: 0.0312045 | Time: 2787.69 ms [2022-04-18 06:44:54 main:574] : INFO : Epoch 1805 | loss: 0.0312037 | val_loss: 0.0312044 | Time: 2834.2 ms [2022-04-18 06:44:57 main:574] : INFO : Epoch 1806 | loss: 0.0312066 | val_loss: 0.031205 | Time: 2895.27 ms [2022-04-18 06:45:00 main:574] : INFO : Epoch 1807 | loss: 0.0312066 | val_loss: 0.0312022 | Time: 2816.11 ms [2022-04-18 06:45:03 main:574] : INFO : Epoch 1808 | loss: 0.0312064 | val_loss: 0.031202 | Time: 2821.92 ms [2022-04-18 06:45:06 main:574] : INFO : Epoch 1809 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 2884.86 ms [2022-04-18 06:45:09 main:574] : INFO : Epoch 1810 | loss: 0.0312057 | val_loss: 0.0312011 | Time: 2858.27 ms [2022-04-18 06:45:12 main:574] : INFO : Epoch 1811 | loss: 0.031203 | val_loss: 0.0312009 | Time: 2825.27 ms [2022-04-18 06:45:14 main:574] : INFO : Epoch 1812 | loss: 0.0312026 | val_loss: 0.0312028 | Time: 2881.05 ms [2022-04-18 06:45:18 main:574] : INFO : Epoch 1813 | loss: 0.0312036 | val_loss: 0.031201 | Time: 3311.15 ms [2022-04-18 06:45:21 main:574] : INFO : Epoch 1814 | loss: 0.031202 | val_loss: 0.0311996 | Time: 2985.85 ms [2022-04-18 06:45:34 main:574] : INFO : Epoch 1815 | loss: 0.0312036 | val_loss: 0.0312112 | Time: 13220.9 ms [2022-04-18 06:45:37 main:574] : INFO : Epoch 1816 | loss: 0.0312071 | val_loss: 0.0312029 | Time: 3035.6 ms [2022-04-18 06:45:40 main:574] : INFO : Epoch 1817 | loss: 0.0312047 | val_loss: 0.0312043 | Time: 3014.66 ms [2022-04-18 06:45:43 main:574] : INFO : Epoch 1818 | loss: 0.0312055 | val_loss: 0.0312032 | Time: 3083.98 ms [2022-04-18 06:45:46 main:574] : INFO : Epoch 1819 | loss: 0.0312038 | val_loss: 0.031203 | Time: 3041.62 ms [2022-04-18 06:45:49 main:574] : INFO : Epoch 1820 | loss: 0.0312025 | val_loss: 0.031202 | Time: 3004.85 ms [2022-04-18 06:45:52 main:574] : INFO : Epoch 1821 | loss: 0.0312024 | val_loss: 0.0311985 | Time: 2994.67 ms [2022-04-18 06:45:55 main:574] : INFO : Epoch 1822 | loss: 0.0312055 | val_loss: 0.0312036 | Time: 3001.52 ms [2022-04-18 06:45:58 main:574] : INFO : Epoch 1823 | loss: 0.0312054 | val_loss: 0.0312055 | Time: 3152.07 ms [2022-04-18 06:46:11 main:574] : INFO : Epoch 1824 | loss: 0.0312009 | val_loss: 0.0311992 | Time: 13092.8 ms [2022-04-18 06:46:15 main:574] : INFO : Epoch 1825 | loss: 0.031201 | val_loss: 0.0312069 | Time: 3119.83 ms [2022-04-18 06:46:18 main:574] : INFO : Epoch 1826 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 3061.24 ms [2022-04-18 06:46:21 main:574] : INFO : Epoch 1827 | loss: 0.0311998 | val_loss: 0.0311982 | Time: 3071.54 ms [2022-04-18 06:46:24 main:574] : INFO : Epoch 1828 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 3042.27 ms [2022-04-18 06:46:27 main:574] : INFO : Epoch 1829 | loss: 0.0311982 | val_loss: 0.031198 | Time: 2998.73 ms [2022-04-18 06:46:30 main:574] : INFO : Epoch 1830 | loss: 0.0311995 | val_loss: 0.031199 | Time: 3066.29 ms [2022-04-18 06:46:43 main:574] : INFO : Epoch 1831 | loss: 0.031199 | val_loss: 0.0311956 | Time: 13283.9 ms [2022-04-18 06:46:46 main:574] : INFO : Epoch 1832 | loss: 0.0311982 | val_loss: 0.0311954 | Time: 2842.18 ms [2022-04-18 06:46:49 main:574] : INFO : Epoch 1833 | loss: 0.0311993 | val_loss: 0.031198 | Time: 2868.21 ms [2022-04-18 06:46:52 main:574] : INFO : Epoch 1834 | loss: 0.0311977 | val_loss: 0.0311981 | Time: 2910.71 ms [2022-04-18 06:46:55 main:574] : INFO : Epoch 1835 | loss: 0.0311977 | val_loss: 0.0311975 | Time: 2863.34 ms [2022-04-18 06:46:57 main:574] : INFO : Epoch 1836 | loss: 0.0311966 | val_loss: 0.0312012 | Time: 2893.49 ms [2022-04-18 06:47:00 main:574] : INFO : Epoch 1837 | loss: 0.0311963 | val_loss: 0.031195 | Time: 2931.17 ms [2022-04-18 06:47:03 main:574] : INFO : Epoch 1838 | loss: 0.0311991 | val_loss: 0.0311969 | Time: 2816.33 ms [2022-04-18 06:47:06 main:574] : INFO : Epoch 1839 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 2901.6 ms [2022-04-18 06:47:09 main:574] : INFO : Epoch 1840 | loss: 0.0311975 | val_loss: 0.0311939 | Time: 2893.51 ms [2022-04-18 06:47:12 main:574] : INFO : Epoch 1841 | loss: 0.0311976 | val_loss: 0.0311942 | Time: 2811.49 ms [2022-04-18 06:47:15 main:574] : INFO : Epoch 1842 | loss: 0.0311966 | val_loss: 0.0311934 | Time: 2914.73 ms [2022-04-18 06:47:18 main:574] : INFO : Epoch 1843 | loss: 0.0311952 | val_loss: 0.0311922 | Time: 2843.24 ms [2022-04-18 06:47:20 main:574] : INFO : Epoch 1844 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 2875.24 ms [2022-04-18 06:47:23 main:574] : INFO : Epoch 1845 | loss: 0.0311951 | val_loss: 0.0311917 | Time: 2857.99 ms [2022-04-18 06:47:26 main:574] : INFO : Epoch 1846 | loss: 0.0311973 | val_loss: 0.0311928 | Time: 2851.36 ms [2022-04-18 06:47:29 main:574] : INFO : Epoch 1847 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 2860.01 ms [2022-04-18 06:47:32 main:574] : INFO : Epoch 1848 | loss: 0.031197 | val_loss: 0.0311936 | Time: 2860.91 ms [2022-04-18 06:47:35 main:574] : INFO : Epoch 1849 | loss: 0.031195 | val_loss: 0.031194 | Time: 2804.18 ms [2022-04-18 06:47:38 main:574] : INFO : Epoch 1850 | loss: 0.0311937 | val_loss: 0.0311935 | Time: 3002.01 ms [2022-04-18 06:47:41 main:574] : INFO : Epoch 1851 | loss: 0.0311936 | val_loss: 0.0311921 | Time: 3456.8 ms [2022-04-18 06:47:54 main:574] : INFO : Epoch 1852 | loss: 0.0311935 | val_loss: 0.0311932 | Time: 13212.4 ms [2022-04-18 06:47:57 main:574] : INFO : Epoch 1853 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2997.17 ms [2022-04-18 06:48:01 main:574] : INFO : Epoch 1854 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 3086.29 ms [2022-04-18 06:48:04 main:574] : INFO : Epoch 1855 | loss: 0.0311966 | val_loss: 0.0311915 | Time: 3073.73 ms [2022-04-18 06:48:07 main:574] : INFO : Epoch 1856 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 2966.11 ms [2022-04-18 06:48:10 main:574] : INFO : Epoch 1857 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 3105.4 ms [2022-04-18 06:48:13 main:574] : INFO : Epoch 1858 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 3083.65 ms [2022-04-18 06:48:16 main:574] : INFO : Epoch 1859 | loss: 0.0311985 | val_loss: 0.0311926 | Time: 3077.44 ms [2022-04-18 06:48:19 main:574] : INFO : Epoch 1860 | loss: 0.0311937 | val_loss: 0.0311917 | Time: 3148.05 ms [2022-04-18 06:48:22 main:574] : INFO : Epoch 1861 | loss: 0.0311939 | val_loss: 0.0311914 | Time: 3091.85 ms [2022-04-18 06:48:46 main:574] : INFO : Epoch 1862 | loss: 0.0311979 | val_loss: 0.0311932 | Time: 23448.5 ms [2022-04-18 06:48:49 main:574] : INFO : Epoch 1863 | loss: 0.0312026 | val_loss: 0.031197 | Time: 3048.68 ms [2022-04-18 06:48:52 main:574] : INFO : Epoch 1864 | loss: 0.0312041 | val_loss: 0.0311995 | Time: 3051.48 ms [2022-04-18 06:48:55 main:574] : INFO : Epoch 1865 | loss: 0.0312035 | val_loss: 0.0312038 | Time: 3083.71 ms [2022-04-18 06:48:58 main:574] : INFO : Epoch 1866 | loss: 0.0312027 | val_loss: 0.0311973 | Time: 2973.64 ms [2022-04-18 06:49:01 main:574] : INFO : Epoch 1867 | loss: 0.0312021 | val_loss: 0.0311971 | Time: 2953.16 ms [2022-04-18 06:49:04 main:574] : INFO : Epoch 1868 | loss: 0.0312008 | val_loss: 0.0311974 | Time: 2883.54 ms [2022-04-18 06:49:06 main:574] : INFO : Epoch 1869 | loss: 0.0312001 | val_loss: 0.0311969 | Time: 2879.05 ms [2022-04-18 06:49:09 main:574] : INFO : Epoch 1870 | loss: 0.0312035 | val_loss: 0.0312017 | Time: 2916.06 ms [2022-04-18 06:49:12 main:574] : INFO : Epoch 1871 | loss: 0.0312029 | val_loss: 0.0311961 | Time: 2869.8 ms [2022-04-18 06:49:15 main:574] : INFO : Epoch 1872 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 2909.93 ms [2022-04-18 06:49:18 main:574] : INFO : Epoch 1873 | loss: 0.0312009 | val_loss: 0.0311988 | Time: 2845.38 ms [2022-04-18 06:49:21 main:574] : INFO : Epoch 1874 | loss: 0.0312013 | val_loss: 0.0311968 | Time: 2905.44 ms [2022-04-18 06:49:24 main:574] : INFO : Epoch 1875 | loss: 0.0312005 | val_loss: 0.0311972 | Time: 2904.55 ms [2022-04-18 06:49:27 main:574] : INFO : Epoch 1876 | loss: 0.0312049 | val_loss: 0.0311977 | Time: 2914.66 ms [2022-04-18 06:49:30 main:574] : INFO : Epoch 1877 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 2909.78 ms [2022-04-18 06:49:32 main:574] : INFO : Epoch 1878 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 2863.58 ms [2022-04-18 06:49:35 main:574] : INFO : Epoch 1879 | loss: 0.0312049 | val_loss: 0.0312018 | Time: 2936.54 ms [2022-04-18 06:49:38 main:574] : INFO : Epoch 1880 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 2791.65 ms [2022-04-18 06:49:41 main:574] : INFO : Epoch 1881 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 2878.36 ms [2022-04-18 06:49:44 main:574] : INFO : Epoch 1882 | loss: 0.031198 | val_loss: 0.0311952 | Time: 2898.96 ms [2022-04-18 06:49:47 main:574] : INFO : Epoch 1883 | loss: 0.0311969 | val_loss: 0.0311952 | Time: 2847.15 ms [2022-04-18 06:49:50 main:574] : INFO : Epoch 1884 | loss: 0.0311985 | val_loss: 0.0311975 | Time: 2842.74 ms [2022-04-18 06:49:53 main:574] : INFO : Epoch 1885 | loss: 0.0311972 | val_loss: 0.0311935 | Time: 2898.06 ms [2022-04-18 06:49:55 main:574] : INFO : Epoch 1886 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 2860.98 ms [2022-04-18 06:49:58 main:574] : INFO : Epoch 1887 | loss: 0.0311961 | val_loss: 0.0311938 | Time: 2891.01 ms [2022-04-18 06:50:02 main:574] : INFO : Epoch 1888 | loss: 0.031195 | val_loss: 0.0311934 | Time: 3274.79 ms [2022-04-18 06:50:15 main:574] : INFO : Epoch 1889 | loss: 0.0311949 | val_loss: 0.0311939 | Time: 13223.9 ms [2022-04-18 06:50:18 main:574] : INFO : Epoch 1890 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 3050.27 ms [2022-04-18 06:50:21 main:574] : INFO : Epoch 1891 | loss: 0.0311996 | val_loss: 0.0311936 | Time: 3037.97 ms [2022-04-18 06:50:24 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0311972 | Time: 3047.69 ms [2022-04-18 06:50:27 main:574] : INFO : Epoch 1893 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 3109.02 ms [2022-04-18 06:50:30 main:574] : INFO : Epoch 1894 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 3058.33 ms [2022-04-18 06:50:33 main:574] : INFO : Epoch 1895 | loss: 0.0311956 | val_loss: 0.0311934 | Time: 2958.24 ms [2022-04-18 06:50:36 main:574] : INFO : Epoch 1896 | loss: 0.0311965 | val_loss: 0.0311945 | Time: 2997.62 ms [2022-04-18 06:50:39 main:574] : INFO : Epoch 1897 | loss: 0.0311962 | val_loss: 0.031196 | Time: 3288.67 ms [2022-04-18 06:50:43 main:574] : INFO : Epoch 1898 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 3234.77 ms [2022-04-18 06:50:56 main:574] : INFO : Epoch 1899 | loss: 0.0311957 | val_loss: 0.0311948 | Time: 13358.3 ms [2022-04-18 06:50:59 main:574] : INFO : Epoch 1900 | loss: 0.031196 | val_loss: 0.0311947 | Time: 3113.37 ms [2022-04-18 06:51:02 main:574] : INFO : Epoch 1901 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 3036.64 ms [2022-04-18 06:51:05 main:574] : INFO : Epoch 1902 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 3067.07 ms [2022-04-18 06:51:08 main:574] : INFO : Epoch 1903 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 3085.43 ms [2022-04-18 06:51:11 main:574] : INFO : Epoch 1904 | loss: 0.0311957 | val_loss: 0.0311979 | Time: 3047.97 ms [2022-04-18 06:51:14 main:574] : INFO : Epoch 1905 | loss: 0.0311942 | val_loss: 0.031196 | Time: 3039.85 ms [2022-04-18 06:51:18 main:574] : INFO : Epoch 1906 | loss: 0.0311927 | val_loss: 0.0311952 | Time: 3081.28 ms [2022-04-18 06:51:20 main:574] : INFO : Epoch 1907 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 2911.28 ms [2022-04-18 06:51:23 main:574] : INFO : Epoch 1908 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 2908.99 ms [2022-04-18 06:51:26 main:574] : INFO : Epoch 1909 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 2902.01 ms [2022-04-18 06:51:29 main:574] : INFO : Epoch 1910 | loss: 0.0311944 | val_loss: 0.0311933 | Time: 2899.56 ms [2022-04-18 06:51:32 main:574] : INFO : Epoch 1911 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 2889.48 ms [2022-04-18 06:51:35 main:574] : INFO : Epoch 1912 | loss: 0.0311927 | val_loss: 0.0311909 | Time: 2945.39 ms [2022-04-18 06:51:38 main:574] : INFO : Epoch 1913 | loss: 0.0311925 | val_loss: 0.0311946 | Time: 2851.19 ms [2022-04-18 06:51:41 main:574] : INFO : Epoch 1914 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 2878.51 ms [2022-04-18 06:51:44 main:574] : INFO : Epoch 1915 | loss: 0.0311945 | val_loss: 0.0311925 | Time: 2986.46 ms [2022-04-18 06:51:47 main:574] : INFO : Epoch 1916 | loss: 0.0311942 | val_loss: 0.0311926 | Time: 2901.49 ms [2022-04-18 06:51:50 main:574] : INFO : Epoch 1917 | loss: 0.0311926 | val_loss: 0.0311943 | Time: 2889.66 ms [2022-04-18 06:51:52 main:574] : INFO : Epoch 1918 | loss: 0.0311925 | val_loss: 0.0311913 | Time: 2868.06 ms [2022-04-18 06:51:55 main:574] : INFO : Epoch 1919 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 2894.12 ms [2022-04-18 06:51:58 main:574] : INFO : Epoch 1920 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 2867.79 ms [2022-04-18 06:52:01 main:574] : INFO : Epoch 1921 | loss: 0.0311953 | val_loss: 0.0312048 | Time: 2894.4 ms [2022-04-18 06:52:04 main:574] : INFO : Epoch 1922 | loss: 0.0311964 | val_loss: 0.0311945 | Time: 2826.42 ms [2022-04-18 06:52:07 main:574] : INFO : Epoch 1923 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 2924.31 ms [2022-04-18 06:52:10 main:574] : INFO : Epoch 1924 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 2866.95 ms [2022-04-18 06:52:13 main:574] : INFO : Epoch 1925 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 2847.5 ms [2022-04-18 06:52:16 main:574] : INFO : Epoch 1926 | loss: 0.0311933 | val_loss: 0.0311921 | Time: 2946.88 ms [2022-04-18 06:52:18 main:574] : INFO : Epoch 1927 | loss: 0.0311939 | val_loss: 0.031193 | Time: 2913.98 ms [2022-04-18 06:52:22 main:574] : INFO : Epoch 1928 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 3424.32 ms [2022-04-18 06:52:35 main:574] : INFO : Epoch 1929 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 13382.5 ms [2022-04-18 06:52:38 main:574] : INFO : Epoch 1930 | loss: 0.0311916 | val_loss: 0.0311966 | Time: 3105.76 ms [2022-04-18 06:52:41 main:574] : INFO : Epoch 1931 | loss: 0.0311932 | val_loss: 0.0311902 | Time: 2950.55 ms [2022-04-18 06:52:44 main:574] : INFO : Epoch 1932 | loss: 0.0311921 | val_loss: 0.0311926 | Time: 2997.12 ms [2022-04-18 06:52:47 main:574] : INFO : Epoch 1933 | loss: 0.0311942 | val_loss: 0.0311914 | Time: 2995.23 ms [2022-04-18 06:52:50 main:574] : INFO : Epoch 1934 | loss: 0.0311939 | val_loss: 0.0311951 | Time: 3095.47 ms [2022-04-18 06:52:53 main:574] : INFO : Epoch 1935 | loss: 0.0311955 | val_loss: 0.0311916 | Time: 2985.53 ms [2022-04-18 06:52:56 main:574] : INFO : Epoch 1936 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 3024.21 ms [2022-04-18 06:52:59 main:574] : INFO : Epoch 1937 | loss: 0.0311939 | val_loss: 0.0311919 | Time: 3054.07 ms [2022-04-18 06:53:03 main:574] : INFO : Epoch 1938 | loss: 0.0311915 | val_loss: 0.0311906 | Time: 3135.68 ms [2022-04-18 06:53:16 main:574] : INFO : Epoch 1939 | loss: 0.0311921 | val_loss: 0.0311907 | Time: 13333.6 ms [2022-04-18 06:53:19 main:574] : INFO : Epoch 1940 | loss: 0.0311946 | val_loss: 0.0311934 | Time: 3002.96 ms [2022-04-18 06:53:22 main:574] : INFO : Epoch 1941 | loss: 0.0311953 | val_loss: 0.031191 | Time: 3095.5 ms [2022-04-18 06:53:25 main:574] : INFO : Epoch 1942 | loss: 0.0311925 | val_loss: 0.0311893 | Time: 3102.79 ms [2022-04-18 06:53:28 main:574] : INFO : Epoch 1943 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 3044.55 ms [2022-04-18 06:53:31 main:574] : INFO : Epoch 1944 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 2966.25 ms [2022-04-18 06:53:34 main:574] : INFO : Epoch 1945 | loss: 0.0311917 | val_loss: 0.0311914 | Time: 3071.76 ms [2022-04-18 06:53:38 main:574] : INFO : Epoch 1946 | loss: 0.0311936 | val_loss: 0.0311922 | Time: 3027.54 ms [2022-04-18 06:53:40 main:574] : INFO : Epoch 1947 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 2907.14 ms [2022-04-18 06:53:43 main:574] : INFO : Epoch 1948 | loss: 0.0311948 | val_loss: 0.0311906 | Time: 2873.56 ms [2022-04-18 06:53:46 main:574] : INFO : Epoch 1949 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 2925.8 ms [2022-04-18 06:53:49 main:574] : INFO : Epoch 1950 | loss: 0.031194 | val_loss: 0.0311946 | Time: 2961.38 ms [2022-04-18 06:53:52 main:574] : INFO : Epoch 1951 | loss: 0.0311923 | val_loss: 0.0311906 | Time: 2802.28 ms [2022-04-18 06:53:55 main:574] : INFO : Epoch 1952 | loss: 0.0311927 | val_loss: 0.0311962 | Time: 2866.72 ms [2022-04-18 06:53:58 main:574] : INFO : Epoch 1953 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 2858.5 ms [2022-04-18 06:54:01 main:574] : INFO : Epoch 1954 | loss: 0.0311912 | val_loss: 0.031191 | Time: 2923.72 ms [2022-04-18 06:54:03 main:574] : INFO : Epoch 1955 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 2822.56 ms [2022-04-18 06:54:06 main:574] : INFO : Epoch 1956 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 2920.36 ms [2022-04-18 06:54:09 main:574] : INFO : Epoch 1957 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 2867.55 ms [2022-04-18 06:54:12 main:574] : INFO : Epoch 1958 | loss: 0.0311932 | val_loss: 0.0311903 | Time: 2852.65 ms [2022-04-18 06:54:15 main:574] : INFO : Epoch 1959 | loss: 0.0311897 | val_loss: 0.0311931 | Time: 2835.58 ms [2022-04-18 06:54:18 main:574] : INFO : Epoch 1960 | loss: 0.0311919 | val_loss: 0.0311898 | Time: 2884.55 ms [2022-04-18 06:54:21 main:574] : INFO : Epoch 1961 | loss: 0.0311898 | val_loss: 0.03119 | Time: 2872.52 ms [2022-04-18 06:54:24 main:574] : INFO : Epoch 1962 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 2917.26 ms [2022-04-18 06:54:27 main:574] : INFO : Epoch 1963 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 2926.86 ms [2022-04-18 06:54:29 main:574] : INFO : Epoch 1964 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 2897.59 ms [2022-04-18 06:54:32 main:574] : INFO : Epoch 1965 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 2934.87 ms [2022-04-18 06:54:35 main:574] : INFO : Epoch 1966 | loss: 0.03119 | val_loss: 0.0311899 | Time: 2817.66 ms [2022-04-18 06:54:38 main:574] : INFO : Epoch 1967 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 2875.23 ms [2022-04-18 06:54:41 main:574] : INFO : Epoch 1968 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 3103.65 ms [2022-04-18 06:54:45 main:574] : INFO : Epoch 1969 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 3341.56 ms [2022-04-18 06:54:58 main:574] : INFO : Epoch 1970 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 13173.8 ms [2022-04-18 06:55:01 main:574] : INFO : Epoch 1971 | loss: 0.0311922 | val_loss: 0.0311888 | Time: 3104.48 ms [2022-04-18 06:55:04 main:574] : INFO : Epoch 1972 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 3066.66 ms [2022-04-18 06:55:07 main:574] : INFO : Epoch 1973 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 3035.33 ms [2022-04-18 06:55:10 main:574] : INFO : Epoch 1974 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 2969.73 ms [2022-04-18 06:55:13 main:574] : INFO : Epoch 1975 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 2979.41 ms [2022-04-18 06:55:16 main:574] : INFO : Epoch 1976 | loss: 0.0311908 | val_loss: 0.03119 | Time: 3116.34 ms [2022-04-18 06:55:19 main:574] : INFO : Epoch 1977 | loss: 0.031192 | val_loss: 0.0311917 | Time: 3164.59 ms [2022-04-18 06:55:22 main:574] : INFO : Epoch 1978 | loss: 0.0312002 | val_loss: 0.0311921 | Time: 3227.66 ms [2022-04-18 06:55:25 main:574] : INFO : Epoch 1979 | loss: 0.0311933 | val_loss: 0.031191 | Time: 3047.3 ms [2022-04-18 06:55:39 main:574] : INFO : Epoch 1980 | loss: 0.0311906 | val_loss: 0.0311981 | Time: 13320.8 ms [2022-04-18 06:55:42 main:574] : INFO : Epoch 1981 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 2970.9 ms [2022-04-18 06:55:45 main:574] : INFO : Epoch 1982 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 2988.24 ms [2022-04-18 06:55:48 main:574] : INFO : Epoch 1983 | loss: 0.031189 | val_loss: 0.0311907 | Time: 2944.79 ms [2022-04-18 06:55:51 main:574] : INFO : Epoch 1984 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 3025.9 ms [2022-04-18 06:55:54 main:574] : INFO : Epoch 1985 | loss: 0.0311878 | val_loss: 0.0311879 | Time: 3051.13 ms [2022-04-18 06:55:57 main:574] : INFO : Epoch 1986 | loss: 0.031187 | val_loss: 0.0311887 | Time: 3012.06 ms [2022-04-18 06:56:00 main:574] : INFO : Epoch 1987 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 3157.35 ms [2022-04-18 06:56:03 main:574] : INFO : Epoch 1988 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 2897.35 ms [2022-04-18 06:56:06 main:574] : INFO : Epoch 1989 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 2862.42 ms [2022-04-18 06:56:09 main:574] : INFO : Epoch 1990 | loss: 0.0311878 | val_loss: 0.0311887 | Time: 2925.54 ms [2022-04-18 06:56:12 main:574] : INFO : Epoch 1991 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 2962.91 ms [2022-04-18 06:56:15 main:574] : INFO : Epoch 1992 | loss: 0.031189 | val_loss: 0.0311874 | Time: 2933.07 ms [2022-04-18 06:56:17 main:574] : INFO : Epoch 1993 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 2881.15 ms [2022-04-18 06:56:20 main:574] : INFO : Epoch 1994 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 2857.33 ms [2022-04-18 06:56:23 main:574] : INFO : Epoch 1995 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 2920.71 ms [2022-04-18 06:56:26 main:574] : INFO : Epoch 1996 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 2787.95 ms [2022-04-18 06:56:29 main:574] : INFO : Epoch 1997 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 2844.28 ms [2022-04-18 06:56:32 main:574] : INFO : Epoch 1998 | loss: 0.0311865 | val_loss: 0.031193 | Time: 2811.35 ms [2022-04-18 06:56:35 main:574] : INFO : Epoch 1999 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 2848.82 ms [2022-04-18 06:56:38 main:574] : INFO : Epoch 2000 | loss: 0.031191 | val_loss: 0.0311942 | Time: 2940.13 ms [2022-04-18 06:56:40 main:574] : INFO : Epoch 2001 | loss: 0.0311886 | val_loss: 0.0311895 | Time: 2775.19 ms [2022-04-18 06:56:43 main:574] : INFO : Epoch 2002 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 2849.9 ms [2022-04-18 06:56:46 main:574] : INFO : Epoch 2003 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 2876.82 ms [2022-04-18 06:56:49 main:574] : INFO : Epoch 2004 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2870.84 ms [2022-04-18 06:56:52 main:574] : INFO : Epoch 2005 | loss: 0.031187 | val_loss: 0.0311868 | Time: 2878.38 ms [2022-04-18 06:56:55 main:574] : INFO : Epoch 2006 | loss: 0.031186 | val_loss: 0.0311896 | Time: 2924.25 ms [2022-04-18 06:56:58 main:574] : INFO : Epoch 2007 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 2877.87 ms [2022-04-18 06:57:00 main:574] : INFO : Epoch 2008 | loss: 0.031187 | val_loss: 0.0311899 | Time: 2878.51 ms [2022-04-18 06:57:04 main:574] : INFO : Epoch 2009 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 3078.79 ms [2022-04-18 06:57:07 main:574] : INFO : Epoch 2010 | loss: 0.031186 | val_loss: 0.0311886 | Time: 3337.73 ms [2022-04-18 06:57:20 main:574] : INFO : Epoch 2011 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 13271.4 ms [2022-04-18 06:57:23 main:574] : INFO : Epoch 2012 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 3092.94 ms [2022-04-18 06:57:26 main:574] : INFO : Epoch 2013 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 3053.07 ms [2022-04-18 06:57:29 main:574] : INFO : Epoch 2014 | loss: 0.031184 | val_loss: 0.0311897 | Time: 3049.13 ms [2022-04-18 06:57:32 main:574] : INFO : Epoch 2015 | loss: 0.031185 | val_loss: 0.0311877 | Time: 2970.82 ms [2022-04-18 06:57:35 main:574] : INFO : Epoch 2016 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 3064.57 ms [2022-04-18 06:57:38 main:574] : INFO : Epoch 2017 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 3063.91 ms [2022-04-18 06:57:42 main:574] : INFO : Epoch 2018 | loss: 0.0311859 | val_loss: 0.0311862 | Time: 3107.01 ms [2022-04-18 06:57:45 main:574] : INFO : Epoch 2019 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 3134.45 ms [2022-04-18 06:57:58 main:574] : INFO : Epoch 2020 | loss: 0.0311848 | val_loss: 0.0311911 | Time: 13187.7 ms [2022-04-18 06:58:01 main:574] : INFO : Epoch 2021 | loss: 0.0311854 | val_loss: 0.031187 | Time: 3328.41 ms [2022-04-18 06:58:04 main:574] : INFO : Epoch 2022 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 3022.24 ms [2022-04-18 06:58:07 main:574] : INFO : Epoch 2023 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2976.61 ms [2022-04-18 06:58:10 main:574] : INFO : Epoch 2024 | loss: 0.0311832 | val_loss: 0.0311876 | Time: 2983.8 ms [2022-04-18 06:58:13 main:574] : INFO : Epoch 2025 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 3007.12 ms [2022-04-18 06:58:16 main:574] : INFO : Epoch 2026 | loss: 0.0311824 | val_loss: 0.0311876 | Time: 3033.1 ms [2022-04-18 06:58:19 main:574] : INFO : Epoch 2027 | loss: 0.031183 | val_loss: 0.0311857 | Time: 3082.18 ms [2022-04-18 06:58:22 main:574] : INFO : Epoch 2028 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 2978.72 ms [2022-04-18 06:58:25 main:574] : INFO : Epoch 2029 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 2996.72 ms [2022-04-18 06:58:28 main:574] : INFO : Epoch 2030 | loss: 0.031183 | val_loss: 0.0311869 | Time: 2888.11 ms [2022-04-18 06:58:31 main:574] : INFO : Epoch 2031 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 2834.11 ms [2022-04-18 06:58:34 main:574] : INFO : Epoch 2032 | loss: 0.0311828 | val_loss: 0.031192 | Time: 2871.1 ms [2022-04-18 06:58:37 main:574] : INFO : Epoch 2033 | loss: 0.0311823 | val_loss: 0.0311863 | Time: 2856.81 ms [2022-04-18 06:58:40 main:574] : INFO : Epoch 2034 | loss: 0.0311831 | val_loss: 0.031187 | Time: 2854.03 ms [2022-04-18 06:58:43 main:574] : INFO : Epoch 2035 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 2833.22 ms [2022-04-18 06:58:45 main:574] : INFO : Epoch 2036 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 2850.06 ms [2022-04-18 06:58:48 main:574] : INFO : Epoch 2037 | loss: 0.0311878 | val_loss: 0.0311983 | Time: 2862.04 ms [2022-04-18 06:58:51 main:574] : INFO : Epoch 2038 | loss: 0.0311992 | val_loss: 0.031205 | Time: 2918.18 ms [2022-04-18 06:58:54 main:574] : INFO : Epoch 2039 | loss: 0.0311894 | val_loss: 0.0311871 | Time: 2880.58 ms [2022-04-18 06:58:57 main:574] : INFO : Epoch 2040 | loss: 0.031183 | val_loss: 0.0311861 | Time: 2845.08 ms [2022-04-18 06:59:00 main:574] : INFO : Epoch 2041 | loss: 0.0311843 | val_loss: 0.0311883 | Time: 2906.66 ms [2022-04-18 06:59:03 main:574] : INFO : Epoch 2042 | loss: 0.0311833 | val_loss: 0.0311933 | Time: 2920.52 ms [2022-04-18 06:59:06 main:574] : INFO : Epoch 2043 | loss: 0.0311878 | val_loss: 0.0311886 | Time: 2914.95 ms [2022-04-18 06:59:09 main:574] : INFO : Epoch 2044 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 3003.94 ms [2022-04-18 06:59:12 main:574] : INFO : Epoch 2045 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 2875.28 ms [2022-04-18 06:59:14 main:574] : INFO : Epoch 2046 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2870.25 ms [2022-04-18 06:59:17 main:574] : INFO : Epoch 2047 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 2793.39 ms [2022-04-18 06:59:20 main:574] : INFO : Epoch 2048 | loss: 0.0311831 | val_loss: 0.0311867 | Time: 2833.66 ms [2022-04-18 06:59:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311867 [2022-04-18 06:59:20 main:603] : INFO : Saving end state to config to file [2022-04-18 06:59:20 main:608] : INFO : Success, exiting.. 06:59:20 (12432): 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)