Task 7006910
| Name | ParityModified-1630351711-13925-0_0 |
| Workunit | 4716407 |
| Created | 30 Aug 2021, 19:28:36 UTC |
| Sent | 5 Sep 2021, 11:32:10 UTC |
| Report deadline | 13 Sep 2021, 11:32:10 UTC |
| Received | 6 Sep 2021, 22:41:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6310 |
| Run time | 1 hours 46 min 30 sec |
| CPU time | 1 hours 45 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 3021.95 ms [2021-09-06 21:31:28 main:574] : INFO : Epoch 1615 | loss: 0.0309911 | val_loss: 0.031328 | Time: 3082.1 ms [2021-09-06 21:31:31 main:574] : INFO : Epoch 1616 | loss: 0.0309905 | val_loss: 0.0313271 | Time: 3047.54 ms [2021-09-06 21:31:34 main:574] : INFO : Epoch 1617 | loss: 0.0309954 | val_loss: 0.0312977 | Time: 3047.13 ms [2021-09-06 21:31:37 main:574] : INFO : Epoch 1618 | loss: 0.0309807 | val_loss: 0.0313122 | Time: 3037.73 ms [2021-09-06 21:31:40 main:574] : INFO : Epoch 1619 | loss: 0.0309838 | val_loss: 0.0313324 | Time: 3064.15 ms [2021-09-06 21:31:43 main:574] : INFO : Epoch 1620 | loss: 0.0309883 | val_loss: 0.0312952 | Time: 3098.1 ms [2021-09-06 21:31:46 main:574] : INFO : Epoch 1621 | loss: 0.0310022 | val_loss: 0.0313257 | Time: 3081.52 ms [2021-09-06 21:31:49 main:574] : INFO : Epoch 1622 | loss: 0.0309884 | val_loss: 0.0313287 | Time: 3072.07 ms [2021-09-06 21:31:52 main:574] : INFO : Epoch 1623 | loss: 0.0309829 | val_loss: 0.0313296 | Time: 3063.25 ms [2021-09-06 21:31:55 main:574] : INFO : Epoch 1624 | loss: 0.0309957 | val_loss: 0.0313296 | Time: 3066.65 ms [2021-09-06 21:31:58 main:574] : INFO : Epoch 1625 | loss: 0.0309966 | val_loss: 0.0313291 | Time: 3053.32 ms [2021-09-06 21:32:01 main:574] : INFO : Epoch 1626 | loss: 0.0309989 | val_loss: 0.0313279 | Time: 3050.66 ms [2021-09-06 21:32:04 main:574] : INFO : Epoch 1627 | loss: 0.0309963 | val_loss: 0.0313177 | Time: 3056.87 ms [2021-09-06 21:32:08 main:574] : INFO : Epoch 1628 | loss: 0.0309953 | val_loss: 0.0313173 | Time: 3085.17 ms [2021-09-06 21:32:11 main:574] : INFO : Epoch 1629 | loss: 0.0310002 | val_loss: 0.0312738 | Time: 3051.63 ms [2021-09-06 21:32:14 main:574] : INFO : Epoch 1630 | loss: 0.0309981 | val_loss: 0.0313126 | Time: 3052.81 ms [2021-09-06 21:32:17 main:574] : INFO : Epoch 1631 | loss: 0.0309848 | val_loss: 0.0313486 | Time: 3059.13 ms [2021-09-06 21:32:20 main:574] : INFO : Epoch 1632 | loss: 0.0309951 | val_loss: 0.0313134 | Time: 3085.8 ms [2021-09-06 21:32:23 main:574] : INFO : Epoch 1633 | loss: 0.030992 | val_loss: 0.031307 | Time: 3046.6 ms [2021-09-06 21:32:26 main:574] : INFO : Epoch 1634 | loss: 0.0309886 | val_loss: 0.0313125 | Time: 3057.5 ms [2021-09-06 21:32:29 main:574] : INFO : Epoch 1635 | loss: 0.0309818 | val_loss: 0.0313406 | Time: 3069.41 ms [2021-09-06 21:32:32 main:574] : INFO : Epoch 1636 | loss: 0.0309824 | val_loss: 0.0312722 | Time: 3073.85 ms [2021-09-06 21:32:35 main:574] : INFO : Epoch 1637 | loss: 0.0309806 | val_loss: 0.031347 | Time: 3073.88 ms [2021-09-06 21:32:38 main:574] : INFO : Epoch 1638 | loss: 0.0309722 | val_loss: 0.0312992 | Time: 3057.23 ms [2021-09-06 21:32:41 main:574] : INFO : Epoch 1639 | loss: 0.0309795 | val_loss: 0.0313141 | Time: 3040.75 ms [2021-09-06 21:32:44 main:574] : INFO : Epoch 1640 | loss: 0.0310107 | val_loss: 0.0313329 | Time: 3047.14 ms [2021-09-06 21:32:47 main:574] : INFO : Epoch 1641 | loss: 0.0310028 | val_loss: 0.031318 | Time: 3059.45 ms [2021-09-06 21:32:50 main:574] : INFO : Epoch 1642 | loss: 0.0309873 | val_loss: 0.031307 | Time: 3062.03 ms [2021-09-06 21:32:53 main:574] : INFO : Epoch 1643 | loss: 0.0309778 | val_loss: 0.0313312 | Time: 3055 ms [2021-09-06 21:32:57 main:574] : INFO : Epoch 1644 | loss: 0.0309834 | val_loss: 0.0313311 | Time: 3080.12 ms [2021-09-06 21:33:00 main:574] : INFO : Epoch 1645 | loss: 0.0309862 | val_loss: 0.0313139 | Time: 3070.88 ms [2021-09-06 21:33:03 main:574] : INFO : Epoch 1646 | loss: 0.0310021 | val_loss: 0.0313298 | Time: 3033.7 ms [2021-09-06 21:33:06 main:574] : INFO : Epoch 1647 | loss: 0.0309974 | val_loss: 0.0313316 | Time: 3045.25 ms [2021-09-06 21:33:09 main:574] : INFO : Epoch 1648 | loss: 0.0309924 | val_loss: 0.0313497 | Time: 3053.95 ms [2021-09-06 21:33:12 main:574] : INFO : Epoch 1649 | loss: 0.0309798 | val_loss: 0.0313205 | Time: 3078.15 ms [2021-09-06 21:33:15 main:574] : INFO : Epoch 1650 | loss: 0.0309895 | val_loss: 0.0313519 | Time: 3069.7 ms [2021-09-06 21:33:18 main:574] : INFO : Epoch 1651 | loss: 0.0310002 | val_loss: 0.0312809 | Time: 3049.05 ms [2021-09-06 21:33:21 main:574] : INFO : Epoch 1652 | loss: 0.0310064 | val_loss: 0.0313162 | Time: 3038.9 ms [2021-09-06 21:33:24 main:574] : INFO : Epoch 1653 | loss: 0.0309928 | val_loss: 0.0313283 | Time: 3036.87 ms [2021-09-06 21:33:27 main:574] : INFO : Epoch 1654 | loss: 0.0309959 | val_loss: 0.0313214 | Time: 3071.62 ms [2021-09-06 21:33:30 main:574] : INFO : Epoch 1655 | loss: 0.0309974 | val_loss: 0.031332 | Time: 3050.02 ms [2021-09-06 21:33:33 main:574] : INFO : Epoch 1656 | loss: 0.0309961 | val_loss: 0.031297 | Time: 3060.29 ms [2021-09-06 21:33:36 main:574] : INFO : Epoch 1657 | loss: 0.0309991 | val_loss: 0.0313296 | Time: 3062.34 ms [2021-09-06 21:33:39 main:574] : INFO : Epoch 1658 | loss: 0.0309996 | val_loss: 0.0313344 | Time: 3062.24 ms [2021-09-06 21:33:42 main:574] : INFO : Epoch 1659 | loss: 0.0309851 | val_loss: 0.0313185 | Time: 3038.03 ms [2021-09-06 21:33:46 main:574] : INFO : Epoch 1660 | loss: 0.0309837 | val_loss: 0.0313727 | Time: 3075.9 ms [2021-09-06 21:33:49 main:574] : INFO : Epoch 1661 | loss: 0.0309877 | val_loss: 0.0313208 | Time: 3063.09 ms [2021-09-06 21:33:52 main:574] : INFO : Epoch 1662 | loss: 0.0309824 | val_loss: 0.031337 | Time: 3045.09 ms [2021-09-06 21:33:55 main:574] : INFO : Epoch 1663 | loss: 0.0309741 | val_loss: 0.0313216 | Time: 3064.26 ms [2021-09-06 21:33:58 main:574] : INFO : Epoch 1664 | loss: 0.0309753 | val_loss: 0.0313105 | Time: 3057.18 ms [2021-09-06 21:34:01 main:574] : INFO : Epoch 1665 | loss: 0.0309835 | val_loss: 0.0313109 | Time: 3064.3 ms [2021-09-06 21:34:04 main:574] : INFO : Epoch 1666 | loss: 0.0310063 | val_loss: 0.0312985 | Time: 3082.67 ms [2021-09-06 21:34:07 main:574] : INFO : Epoch 1667 | loss: 0.0310059 | val_loss: 0.0313209 | Time: 3066.38 ms [2021-09-06 21:34:10 main:574] : INFO : Epoch 1668 | loss: 0.0310088 | val_loss: 0.0313254 | Time: 3065.66 ms [2021-09-06 21:34:13 main:574] : INFO : Epoch 1669 | loss: 0.0309961 | val_loss: 0.031311 | Time: 3064.51 ms [2021-09-06 21:34:16 main:574] : INFO : Epoch 1670 | loss: 0.03098 | val_loss: 0.0312951 | Time: 3086.72 ms [2021-09-06 21:34:19 main:574] : INFO : Epoch 1671 | loss: 0.0309737 | val_loss: 0.0313191 | Time: 3063.14 ms [2021-09-06 21:34:22 main:574] : INFO : Epoch 1672 | loss: 0.0309929 | val_loss: 0.0313194 | Time: 3039.17 ms [2021-09-06 21:34:25 main:574] : INFO : Epoch 1673 | loss: 0.0309913 | val_loss: 0.0313726 | Time: 3037.6 ms [2021-09-06 21:34:28 main:574] : INFO : Epoch 1674 | loss: 0.030998 | val_loss: 0.0312851 | Time: 3057.21 ms [2021-09-06 21:34:31 main:574] : INFO : Epoch 1675 | loss: 0.0309938 | val_loss: 0.031298 | Time: 3051.28 ms [2021-09-06 21:34:35 main:574] : INFO : Epoch 1676 | loss: 0.0309906 | val_loss: 0.0313153 | Time: 3045.36 ms [2021-09-06 21:34:38 main:574] : INFO : Epoch 1677 | loss: 0.0309884 | val_loss: 0.031272 | Time: 3063.06 ms [2021-09-06 21:34:41 main:574] : INFO : Epoch 1678 | loss: 0.030989 | val_loss: 0.0312943 | Time: 3091.73 ms [2021-09-06 21:34:44 main:574] : INFO : Epoch 1679 | loss: 0.0309937 | val_loss: 0.0312918 | Time: 3074.03 ms [2021-09-06 21:34:47 main:574] : INFO : Epoch 1680 | loss: 0.0309972 | val_loss: 0.0313291 | Time: 3050.66 ms [2021-09-06 21:34:50 main:574] : INFO : Epoch 1681 | loss: 0.0309855 | val_loss: 0.0313411 | Time: 3051.9 ms [2021-09-06 21:34:53 main:574] : INFO : Epoch 1682 | loss: 0.0309822 | val_loss: 0.0313252 | Time: 3063.84 ms [2021-09-06 21:34:56 main:574] : INFO : Epoch 1683 | loss: 0.030983 | val_loss: 0.0313149 | Time: 3073.26 ms [2021-09-06 21:34:59 main:574] : INFO : Epoch 1684 | loss: 0.0309852 | val_loss: 0.0313191 | Time: 3056.72 ms [2021-09-06 21:35:02 main:574] : INFO : Epoch 1685 | loss: 0.0309864 | val_loss: 0.0313189 | Time: 3056.32 ms [2021-09-06 21:35:05 main:574] : INFO : Epoch 1686 | loss: 0.0309925 | val_loss: 0.0313224 | Time: 3053.96 ms [2021-09-06 21:35:08 main:574] : INFO : Epoch 1687 | loss: 0.0309882 | val_loss: 0.0313531 | Time: 3085.52 ms [2021-09-06 21:35:11 main:574] : INFO : Epoch 1688 | loss: 0.0309922 | val_loss: 0.0313041 | Time: 3050.09 ms [2021-09-06 21:35:14 main:574] : INFO : Epoch 1689 | loss: 0.0309846 | val_loss: 0.0312951 | Time: 3041.8 ms [2021-09-06 21:35:17 main:574] : INFO : Epoch 1690 | loss: 0.0309859 | val_loss: 0.0313454 | Time: 3057.01 ms [2021-09-06 21:35:21 main:574] : INFO : Epoch 1691 | loss: 0.0309928 | val_loss: 0.0313503 | Time: 3073.72 ms [2021-09-06 21:35:24 main:574] : INFO : Epoch 1692 | loss: 0.0309899 | val_loss: 0.0312982 | Time: 3049.19 ms [2021-09-06 21:35:27 main:574] : INFO : Epoch 1693 | loss: 0.0309847 | val_loss: 0.031306 | Time: 3040.88 ms [2021-09-06 21:35:30 main:574] : INFO : Epoch 1694 | loss: 0.0309928 | val_loss: 0.0313271 | Time: 3070.97 ms [2021-09-06 21:35:33 main:574] : INFO : Epoch 1695 | loss: 0.0309935 | val_loss: 0.0313483 | Time: 3062.09 ms [2021-09-06 21:35:36 main:574] : INFO : Epoch 1696 | loss: 0.0309958 | val_loss: 0.0313357 | Time: 3054.33 ms [2021-09-06 21:35:39 main:574] : INFO : Epoch 1697 | loss: 0.0309845 | val_loss: 0.0313072 | Time: 3064.31 ms [2021-09-06 21:35:42 main:574] : INFO : Epoch 1698 | loss: 0.0309771 | val_loss: 0.0313407 | Time: 3064.99 ms [2021-09-06 21:35:45 main:574] : INFO : Epoch 1699 | loss: 0.030979 | val_loss: 0.0313044 | Time: 3074.37 ms [2021-09-06 21:35:48 main:574] : INFO : Epoch 1700 | loss: 0.030981 | val_loss: 0.0313174 | Time: 3070.33 ms [2021-09-06 21:35:51 main:574] : INFO : Epoch 1701 | loss: 0.030982 | val_loss: 0.031307 | Time: 3048.26 ms [2021-09-06 21:35:54 main:574] : INFO : Epoch 1702 | loss: 0.030989 | val_loss: 0.0313208 | Time: 3057.85 ms [2021-09-06 21:35:57 main:574] : INFO : Epoch 1703 | loss: 0.0309817 | val_loss: 0.0313442 | Time: 3059.57 ms [2021-09-06 21:36:00 main:574] : INFO : Epoch 1704 | loss: 0.0309811 | val_loss: 0.031303 | Time: 3060.73 ms [2021-09-06 21:36:03 main:574] : INFO : Epoch 1705 | loss: 0.0309799 | val_loss: 0.0313277 | Time: 3049.37 ms [2021-09-06 21:36:06 main:574] : INFO : Epoch 1706 | loss: 0.0309994 | val_loss: 0.0313151 | Time: 3081 ms [2021-09-06 21:36:10 main:574] : INFO : Epoch 1707 | loss: 0.0309944 | val_loss: 0.0313324 | Time: 3044.55 ms [2021-09-06 21:36:13 main:574] : INFO : Epoch 1708 | loss: 0.0309862 | val_loss: 0.0313176 | Time: 3064.1 ms [2021-09-06 21:36:16 main:574] : INFO : Epoch 1709 | loss: 0.0309912 | val_loss: 0.0312956 | Time: 3041.2 ms [2021-09-06 21:36:19 main:574] : INFO : Epoch 1710 | loss: 0.0309808 | val_loss: 0.0313061 | Time: 3063.06 ms [2021-09-06 21:36:22 main:574] : INFO : Epoch 1711 | loss: 0.0309821 | val_loss: 0.0313419 | Time: 3052.56 ms [2021-09-06 21:36:25 main:574] : INFO : Epoch 1712 | loss: 0.0309866 | val_loss: 0.0313109 | Time: 3069.46 ms [2021-09-06 21:36:28 main:574] : INFO : Epoch 1713 | loss: 0.0309856 | val_loss: 0.0313279 | Time: 3044.73 ms [2021-09-06 21:36:31 main:574] : INFO : Epoch 1714 | loss: 0.0309892 | val_loss: 0.0313465 | Time: 3047.49 ms [2021-09-06 21:36:34 main:574] : INFO : Epoch 1715 | loss: 0.0309838 | val_loss: 0.0313372 | Time: 3036.92 ms [2021-09-06 21:36:37 main:574] : INFO : Epoch 1716 | loss: 0.0309883 | val_loss: 0.0312968 | Time: 3053.38 ms [2021-09-06 21:36:40 main:574] : INFO : Epoch 1717 | loss: 0.0309996 | val_loss: 0.0313468 | Time: 3045.72 ms [2021-09-06 21:36:43 main:574] : INFO : Epoch 1718 | loss: 0.0309977 | val_loss: 0.0313138 | Time: 3041.31 ms [2021-09-06 21:36:46 main:574] : INFO : Epoch 1719 | loss: 0.0310022 | val_loss: 0.0312618 | Time: 3065.08 ms [2021-09-06 21:36:49 main:574] : INFO : Epoch 1720 | loss: 0.0309908 | val_loss: 0.0313661 | Time: 3070.29 ms [2021-09-06 21:36:52 main:574] : INFO : Epoch 1721 | loss: 0.0309775 | val_loss: 0.0313326 | Time: 3065.44 ms [2021-09-06 21:36:55 main:574] : INFO : Epoch 1722 | loss: 0.0309927 | val_loss: 0.0313268 | Time: 3055.59 ms [2021-09-06 21:36:58 main:574] : INFO : Epoch 1723 | loss: 0.0309923 | val_loss: 0.0313036 | Time: 3050.43 ms [2021-09-06 21:37:02 main:574] : INFO : Epoch 1724 | loss: 0.0309938 | val_loss: 0.0313172 | Time: 3056.93 ms [2021-09-06 21:37:05 main:574] : INFO : Epoch 1725 | loss: 0.0309877 | val_loss: 0.0313408 | Time: 3076.21 ms [2021-09-06 21:37:08 main:574] : INFO : Epoch 1726 | loss: 0.0309796 | val_loss: 0.0313204 | Time: 3059.7 ms [2021-09-06 21:37:11 main:574] : INFO : Epoch 1727 | loss: 0.0309812 | val_loss: 0.03133 | Time: 3066.55 ms [2021-09-06 21:37:14 main:574] : INFO : Epoch 1728 | loss: 0.0309818 | val_loss: 0.0313175 | Time: 3047.96 ms [2021-09-06 21:37:17 main:574] : INFO : Epoch 1729 | loss: 0.0309887 | val_loss: 0.0313335 | Time: 3074.63 ms [2021-09-06 21:37:20 main:574] : INFO : Epoch 1730 | loss: 0.030996 | val_loss: 0.0313227 | Time: 3057.62 ms [2021-09-06 21:37:23 main:574] : INFO : Epoch 1731 | loss: 0.0309819 | val_loss: 0.0313228 | Time: 3048.55 ms [2021-09-06 21:37:26 main:574] : INFO : Epoch 1732 | loss: 0.0309798 | val_loss: 0.0313401 | Time: 3046.04 ms [2021-09-06 21:37:29 main:574] : INFO : Epoch 1733 | loss: 0.0309839 | val_loss: 0.0313141 | Time: 3057.52 ms [2021-09-06 21:37:32 main:574] : INFO : Epoch 1734 | loss: 0.0309846 | val_loss: 0.0313469 | Time: 3061.16 ms [2021-09-06 21:37:35 main:574] : INFO : Epoch 1735 | loss: 0.0309878 | val_loss: 0.0313093 | Time: 3062.14 ms [2021-09-06 21:37:38 main:574] : INFO : Epoch 1736 | loss: 0.0310034 | val_loss: 0.0312988 | Time: 3070.31 ms [2021-09-06 21:37:41 main:574] : INFO : Epoch 1737 | loss: 0.0310059 | val_loss: 0.0312955 | Time: 3055.29 ms [2021-09-06 21:37:44 main:574] : INFO : Epoch 1738 | loss: 0.0310237 | val_loss: 0.031315 | Time: 3073.57 ms [2021-09-06 21:37:47 main:574] : INFO : Epoch 1739 | loss: 0.0309932 | val_loss: 0.0313729 | Time: 3053.78 ms [2021-09-06 21:37:51 main:574] : INFO : Epoch 1740 | loss: 0.0309807 | val_loss: 0.0313163 | Time: 3038.61 ms [2021-09-06 21:37:54 main:574] : INFO : Epoch 1741 | loss: 0.0309795 | val_loss: 0.0313577 | Time: 3059.86 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2021-09-07 06:01:25 main:435] : INFO : Set logging level to 1 [2021-09-07 06:01:25 main:441] : INFO : Running in BOINC Client mode [2021-09-07 06:01:25 main:444] : INFO : Resolving all filenames [2021-09-07 06:01:25 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-07 06:01:25 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630351711-13925-0_0_r86347290_1 (exists = 1) [2021-09-07 06:01:25 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630351711-13925-0_0_r86347290_0 (exists = 0) [2021-09-07 06:01:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-07 06:01:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-07 06:01:25 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-07 06:01:25 main:474] : INFO : Configuration: [2021-09-07 06:01:25 main:475] : INFO : Model type: GRU [2021-09-07 06:01:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-07 06:01:25 main:477] : INFO : Max Epochs: 2048 [2021-09-07 06:01:25 main:478] : INFO : Batch Size: 128 [2021-09-07 06:01:25 main:479] : INFO : Learning Rate: 0.01 [2021-09-07 06:01:25 main:480] : INFO : Patience: 10 [2021-09-07 06:01:25 main:481] : INFO : Hidden Width: 12 [2021-09-07 06:01:25 main:482] : INFO : # Recurrent Layers: 4 [2021-09-07 06:01:25 main:483] : INFO : # Backend Layers: 4 [2021-09-07 06:01:25 main:484] : INFO : # Threads: 1 [2021-09-07 06:01:25 main:486] : INFO : Preparing Dataset [2021-09-07 06:01:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 06:01:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 06:01:29 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-07 06:01:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 06:01:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 06:01:29 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-07 06:01:29 main:494] : INFO : Creating Model [2021-09-07 06:01:29 main:507] : INFO : Preparing config file [2021-09-07 06:01:29 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-07 06:01:29 main:512] : INFO : Loading config [2021-09-07 06:01:29 main:514] : INFO : Loading state [2021-09-07 06:01:31 main:559] : INFO : Loading DataLoader into Memory [2021-09-07 06:01:31 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2021-09-07 07:24:10 main:435] : INFO : Set logging level to 1 [2021-09-07 07:24:10 main:441] : INFO : Running in BOINC Client mode [2021-09-07 07:24:10 main:444] : INFO : Resolving all filenames [2021-09-07 07:24:10 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-07 07:24:10 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630351711-13925-0_0_r86347290_1 (exists = 1) [2021-09-07 07:24:10 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630351711-13925-0_0_r86347290_0 (exists = 0) [2021-09-07 07:24:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-07 07:24:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-07 07:24:10 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-07 07:24:10 main:474] : INFO : Configuration: [2021-09-07 07:24:10 main:475] : INFO : Model type: GRU [2021-09-07 07:24:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-07 07:24:10 main:477] : INFO : Max Epochs: 2048 [2021-09-07 07:24:10 main:478] : INFO : Batch Size: 128 [2021-09-07 07:24:10 main:479] : INFO : Learning Rate: 0.01 [2021-09-07 07:24:10 main:480] : INFO : Patience: 10 [2021-09-07 07:24:10 main:481] : INFO : Hidden Width: 12 [2021-09-07 07:24:10 main:482] : INFO : # Recurrent Layers: 4 [2021-09-07 07:24:10 main:483] : INFO : # Backend Layers: 4 [2021-09-07 07:24:10 main:484] : INFO : # Threads: 1 [2021-09-07 07:24:10 main:486] : INFO : Preparing Dataset [2021-09-07 07:24:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 07:24:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 07:24:12 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-07 07:24:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 07:24:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-07 07:24:12 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-07 07:24:12 main:494] : INFO : Creating Model [2021-09-07 07:24:12 main:507] : INFO : Preparing config file [2021-09-07 07:24:12 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-07 07:24:12 main:512] : INFO : Loading config [2021-09-07 07:24:12 main:514] : INFO : Loading state [2021-09-07 07:24:12 main:559] : INFO : Loading DataLoader into Memory [2021-09-07 07:24:12 main:562] : INFO : Starting Training [2021-09-07 07:24:16 main:574] : INFO : Epoch 1728 | loss: 0.0311341 | val_loss: 0.0312459 | Time: 3371.15 ms [2021-09-07 07:24:19 main:574] : INFO : Epoch 1729 | loss: 0.0310674 | val_loss: 0.0312596 | Time: 3084.89 ms [2021-09-07 07:24:22 main:574] : INFO : Epoch 1730 | loss: 0.0310243 | val_loss: 0.0313098 | Time: 3088.97 ms [2021-09-07 07:24:25 main:574] : INFO : Epoch 1731 | loss: 0.031003 | val_loss: 0.0312977 | Time: 3077.95 ms [2021-09-07 07:24:28 main:574] : INFO : Epoch 1732 | loss: 0.0310152 | val_loss: 0.031359 | Time: 3072.54 ms [2021-09-07 07:24:31 main:574] : INFO : Epoch 1733 | loss: 0.0310173 | val_loss: 0.0313193 | Time: 3052.68 ms [2021-09-07 07:24:34 main:574] : INFO : Epoch 1734 | loss: 0.0310141 | val_loss: 0.0312751 | Time: 3067.9 ms [2021-09-07 07:24:37 main:574] : INFO : Epoch 1735 | loss: 0.0310068 | val_loss: 0.0313147 | Time: 3063.35 ms [2021-09-07 07:24:40 main:574] : INFO : Epoch 1736 | loss: 0.0309884 | val_loss: 0.0313143 | Time: 3070.13 ms [2021-09-07 07:24:43 main:574] : INFO : Epoch 1737 | loss: 0.0309853 | val_loss: 0.0313422 | Time: 3055.84 ms [2021-09-07 07:24:46 main:574] : INFO : Epoch 1738 | loss: 0.0309876 | val_loss: 0.0313243 | Time: 3048.93 ms [2021-09-07 07:24:50 main:574] : INFO : Epoch 1739 | loss: 0.0310003 | val_loss: 0.0312548 | Time: 3066.13 ms [2021-09-07 07:24:53 main:574] : INFO : Epoch 1740 | loss: 0.0310037 | val_loss: 0.0312933 | Time: 3074.63 ms [2021-09-07 07:24:56 main:574] : INFO : Epoch 1741 | loss: 0.030995 | val_loss: 0.0313281 | Time: 3050.6 ms [2021-09-07 07:24:59 main:574] : INFO : Epoch 1742 | loss: 0.0309913 | val_loss: 0.0313353 | Time: 3056.13 ms [2021-09-07 07:25:02 main:574] : INFO : Epoch 1743 | loss: 0.0309889 | val_loss: 0.0313046 | Time: 3050.41 ms [2021-09-07 07:25:05 main:574] : INFO : Epoch 1744 | loss: 0.0309943 | val_loss: 0.0313015 | Time: 3057.09 ms [2021-09-07 07:25:08 main:574] : INFO : Epoch 1745 | loss: 0.0310074 | val_loss: 0.0312855 | Time: 3071.09 ms [2021-09-07 07:25:11 main:574] : INFO : Epoch 1746 | loss: 0.0310058 | val_loss: 0.0313184 | Time: 3070.89 ms [2021-09-07 07:25:14 main:574] : INFO : Epoch 1747 | loss: 0.0309953 | val_loss: 0.0313373 | Time: 3063.23 ms [2021-09-07 07:25:17 main:574] : INFO : Epoch 1748 | loss: 0.030984 | val_loss: 0.0313326 | Time: 3093.8 ms [2021-09-07 07:25:20 main:574] : INFO : Epoch 1749 | loss: 0.0309912 | val_loss: 0.0313281 | Time: 3056.61 ms [2021-09-07 07:25:23 main:574] : INFO : Epoch 1750 | loss: 0.0309884 | val_loss: 0.0313027 | Time: 3066 ms [2021-09-07 07:25:26 main:574] : INFO : Epoch 1751 | loss: 0.0309835 | val_loss: 0.0313286 | Time: 3057.57 ms [2021-09-07 07:25:29 main:574] : INFO : Epoch 1752 | loss: 0.0310008 | val_loss: 0.0313095 | Time: 3080.03 ms [2021-09-07 07:25:33 main:574] : INFO : Epoch 1753 | loss: 0.0310037 | val_loss: 0.0312856 | Time: 3056.55 ms [2021-09-07 07:25:36 main:574] : INFO : Epoch 1754 | loss: 0.0310138 | val_loss: 0.0313052 | Time: 3063.44 ms [2021-09-07 07:25:39 main:574] : INFO : Epoch 1755 | loss: 0.030994 | val_loss: 0.031335 | Time: 3061.77 ms [2021-09-07 07:25:42 main:574] : INFO : Epoch 1756 | loss: 0.0309814 | val_loss: 0.0313023 | Time: 3059.28 ms [2021-09-07 07:25:45 main:574] : INFO : Epoch 1757 | loss: 0.0309849 | val_loss: 0.0313142 | Time: 3085.67 ms [2021-09-07 07:25:48 main:574] : INFO : Epoch 1758 | loss: 0.030988 | val_loss: 0.0313215 | Time: 3066.67 ms [2021-09-07 07:25:51 main:574] : INFO : Epoch 1759 | loss: 0.0309868 | val_loss: 0.0313326 | Time: 3052.96 ms [2021-09-07 07:25:54 main:574] : INFO : Epoch 1760 | loss: 0.0309862 | val_loss: 0.0313178 | Time: 3079.58 ms [2021-09-07 07:25:57 main:574] : INFO : Epoch 1761 | loss: 0.0309845 | val_loss: 0.0313048 | Time: 3061.99 ms [2021-09-07 07:26:00 main:574] : INFO : Epoch 1762 | loss: 0.0309927 | val_loss: 0.0313126 | Time: 3064.1 ms [2021-09-07 07:26:03 main:574] : INFO : Epoch 1763 | loss: 0.0310178 | val_loss: 0.0312399 | Time: 3052.19 ms [2021-09-07 07:26:06 main:574] : INFO : Epoch 1764 | loss: 0.0310731 | val_loss: 0.0312882 | Time: 3053.93 ms [2021-09-07 07:26:09 main:574] : INFO : Epoch 1765 | loss: 0.0310232 | val_loss: 0.0313005 | Time: 3083.62 ms [2021-09-07 07:26:12 main:574] : INFO : Epoch 1766 | loss: 0.0310102 | val_loss: 0.0312906 | Time: 3146.73 ms [2021-09-07 07:26:16 main:574] : INFO : Epoch 1767 | loss: 0.0309976 | val_loss: 0.0312958 | Time: 3065.73 ms [2021-09-07 07:26:19 main:574] : INFO : Epoch 1768 | loss: 0.0310018 | val_loss: 0.0312996 | Time: 3113.85 ms [2021-09-07 07:26:22 main:574] : INFO : Epoch 1769 | loss: 0.0309969 | val_loss: 0.0313064 | Time: 3107.35 ms [2021-09-07 07:26:25 main:574] : INFO : Epoch 1770 | loss: 0.0309946 | val_loss: 0.0312825 | Time: 3075.47 ms [2021-09-07 07:26:28 main:574] : INFO : Epoch 1771 | loss: 0.0309988 | val_loss: 0.0313576 | Time: 3080.12 ms [2021-09-07 07:26:31 main:574] : INFO : Epoch 1772 | loss: 0.0309839 | val_loss: 0.0313576 | Time: 3074.6 ms [2021-09-07 07:26:34 main:574] : INFO : Epoch 1773 | loss: 0.0309819 | val_loss: 0.0313435 | Time: 3085.9 ms [2021-09-07 07:26:37 main:574] : INFO : Epoch 1774 | loss: 0.030981 | val_loss: 0.0313528 | Time: 3098.7 ms [2021-09-07 07:26:40 main:574] : INFO : Epoch 1775 | loss: 0.0309868 | val_loss: 0.0312869 | Time: 3062.59 ms [2021-09-07 07:26:43 main:574] : INFO : Epoch 1776 | loss: 0.0309957 | val_loss: 0.0313146 | Time: 3084.68 ms [2021-09-07 07:26:46 main:574] : INFO : Epoch 1777 | loss: 0.0309851 | val_loss: 0.0313533 | Time: 3086.34 ms [2021-09-07 07:26:50 main:574] : INFO : Epoch 1778 | loss: 0.0309872 | val_loss: 0.0312974 | Time: 3101.65 ms [2021-09-07 07:26:53 main:574] : INFO : Epoch 1779 | loss: 0.0309884 | val_loss: 0.0313087 | Time: 3078.7 ms [2021-09-07 07:26:56 main:574] : INFO : Epoch 1780 | loss: 0.0309989 | val_loss: 0.0313048 | Time: 3081.41 ms [2021-09-07 07:26:59 main:574] : INFO : Epoch 1781 | loss: 0.0310187 | val_loss: 0.0312889 | Time: 3071.01 ms [2021-09-07 07:27:02 main:574] : INFO : Epoch 1782 | loss: 0.0310093 | val_loss: 0.0312909 | Time: 3086.21 ms [2021-09-07 07:27:05 main:574] : INFO : Epoch 1783 | loss: 0.03102 | val_loss: 0.031291 | Time: 3096 ms [2021-09-07 07:27:08 main:574] : INFO : Epoch 1784 | loss: 0.0310184 | val_loss: 0.0312799 | Time: 3059.02 ms [2021-09-07 07:27:11 main:574] : INFO : Epoch 1785 | loss: 0.0310173 | val_loss: 0.0313101 | Time: 3096.2 ms [2021-09-07 07:27:14 main:574] : INFO : Epoch 1786 | loss: 0.0309985 | val_loss: 0.0313407 | Time: 3091.54 ms [2021-09-07 07:27:17 main:574] : INFO : Epoch 1787 | loss: 0.0309855 | val_loss: 0.0312885 | Time: 3082.64 ms [2021-09-07 07:27:20 main:574] : INFO : Epoch 1788 | loss: 0.0309978 | val_loss: 0.0313316 | Time: 3101.11 ms [2021-09-07 07:27:24 main:574] : INFO : Epoch 1789 | loss: 0.0309967 | val_loss: 0.0313391 | Time: 3079.16 ms [2021-09-07 07:27:27 main:574] : INFO : Epoch 1790 | loss: 0.0309797 | val_loss: 0.0313361 | Time: 3104.5 ms [2021-09-07 07:27:30 main:574] : INFO : Epoch 1791 | loss: 0.0309797 | val_loss: 0.0313335 | Time: 3098.03 ms [2021-09-07 07:27:33 main:574] : INFO : Epoch 1792 | loss: 0.0309766 | val_loss: 0.0313318 | Time: 3105.69 ms [2021-09-07 07:27:36 main:574] : INFO : Epoch 1793 | loss: 0.0309805 | val_loss: 0.0312906 | Time: 3080.49 ms [2021-09-07 07:27:39 main:574] : INFO : Epoch 1794 | loss: 0.0309986 | val_loss: 0.0312846 | Time: 3098.69 ms [2021-09-07 07:27:42 main:574] : INFO : Epoch 1795 | loss: 0.0310148 | val_loss: 0.0312596 | Time: 3103.46 ms [2021-09-07 07:27:45 main:574] : INFO : Epoch 1796 | loss: 0.0310192 | val_loss: 0.0312622 | Time: 3105.44 ms [2021-09-07 07:27:48 main:574] : INFO : Epoch 1797 | loss: 0.0310022 | val_loss: 0.0313082 | Time: 3106.91 ms [2021-09-07 07:27:51 main:574] : INFO : Epoch 1798 | loss: 0.0309882 | val_loss: 0.031348 | Time: 3082.53 ms [2021-09-07 07:27:55 main:574] : INFO : Epoch 1799 | loss: 0.0309855 | val_loss: 0.0313323 | Time: 3108.36 ms [2021-09-07 07:27:58 main:574] : INFO : Epoch 1800 | loss: 0.0309811 | val_loss: 0.0313065 | Time: 3120.25 ms [2021-09-07 07:28:01 main:574] : INFO : Epoch 1801 | loss: 0.0309883 | val_loss: 0.0313417 | Time: 3110.43 ms [2021-09-07 07:28:04 main:574] : INFO : Epoch 1802 | loss: 0.0309869 | val_loss: 0.0313353 | Time: 3098.06 ms [2021-09-07 07:28:07 main:574] : INFO : Epoch 1803 | loss: 0.0309904 | val_loss: 0.0312933 | Time: 3100.44 ms [2021-09-07 07:28:10 main:574] : INFO : Epoch 1804 | loss: 0.0310005 | val_loss: 0.03131 | Time: 3129.4 ms [2021-09-07 07:28:13 main:574] : INFO : Epoch 1805 | loss: 0.0309874 | val_loss: 0.0313398 | Time: 3090.88 ms [2021-09-07 07:28:16 main:574] : INFO : Epoch 1806 | loss: 0.0309829 | val_loss: 0.0313322 | Time: 3100.45 ms [2021-09-07 07:28:19 main:574] : INFO : Epoch 1807 | loss: 0.0309801 | val_loss: 0.0313748 | Time: 3095.56 ms [2021-09-07 07:28:23 main:574] : INFO : Epoch 1808 | loss: 0.0309935 | val_loss: 0.0313082 | Time: 3103 ms [2021-09-07 07:28:26 main:574] : INFO : Epoch 1809 | loss: 0.0309826 | val_loss: 0.0313141 | Time: 3117.64 ms [2021-09-07 07:28:29 main:574] : INFO : Epoch 1810 | loss: 0.030974 | val_loss: 0.0313219 | Time: 3193.47 ms [2021-09-07 07:28:32 main:574] : INFO : Epoch 1811 | loss: 0.0309873 | val_loss: 0.0313233 | Time: 3084.67 ms [2021-09-07 07:28:35 main:574] : INFO : Epoch 1812 | loss: 0.0309899 | val_loss: 0.0313299 | Time: 3079.45 ms [2021-09-07 07:28:38 main:574] : INFO : Epoch 1813 | loss: 0.030988 | val_loss: 0.0312843 | Time: 3120.71 ms [2021-09-07 07:28:41 main:574] : INFO : Epoch 1814 | loss: 0.030991 | val_loss: 0.0313226 | Time: 3087.28 ms [2021-09-07 07:28:44 main:574] : INFO : Epoch 1815 | loss: 0.0309829 | val_loss: 0.0313435 | Time: 3082.41 ms [2021-09-07 07:28:47 main:574] : INFO : Epoch 1816 | loss: 0.0309848 | val_loss: 0.0312797 | Time: 3081.33 ms [2021-09-07 07:28:51 main:574] : INFO : Epoch 1817 | loss: 0.0309951 | val_loss: 0.031331 | Time: 3089.91 ms [2021-09-07 07:28:54 main:574] : INFO : Epoch 1818 | loss: 0.0309917 | val_loss: 0.031336 | Time: 3107.51 ms [2021-09-07 07:28:57 main:574] : INFO : Epoch 1819 | loss: 0.0309915 | val_loss: 0.0313264 | Time: 3081.2 ms [2021-09-07 07:29:00 main:574] : INFO : Epoch 1820 | loss: 0.0309889 | val_loss: 0.0313204 | Time: 3073.53 ms [2021-09-07 07:29:03 main:574] : INFO : Epoch 1821 | loss: 0.0310013 | val_loss: 0.0313284 | Time: 3073.83 ms [2021-09-07 07:29:06 main:574] : INFO : Epoch 1822 | loss: 0.0309852 | val_loss: 0.0313038 | Time: 3120.92 ms [2021-09-07 07:29:09 main:574] : INFO : Epoch 1823 | loss: 0.0309842 | val_loss: 0.0313392 | Time: 3104.81 ms [2021-09-07 07:29:12 main:574] : INFO : Epoch 1824 | loss: 0.0309724 | val_loss: 0.0313607 | Time: 3095.99 ms [2021-09-07 07:29:15 main:574] : INFO : Epoch 1825 | loss: 0.03098 | val_loss: 0.0312997 | Time: 3096.22 ms [2021-09-07 07:29:18 main:574] : INFO : Epoch 1826 | loss: 0.0309964 | val_loss: 0.0313538 | Time: 3109.03 ms [2021-09-07 07:29:22 main:574] : INFO : Epoch 1827 | loss: 0.0309973 | val_loss: 0.0313262 | Time: 3091.93 ms [2021-09-07 07:29:25 main:574] : INFO : Epoch 1828 | loss: 0.0309838 | val_loss: 0.0313041 | Time: 3081.01 ms [2021-09-07 07:29:28 main:574] : INFO : Epoch 1829 | loss: 0.0309854 | val_loss: 0.0313104 | Time: 3090.32 ms [2021-09-07 07:29:31 main:574] : INFO : Epoch 1830 | loss: 0.0309853 | val_loss: 0.0313112 | Time: 3111.98 ms [2021-09-07 07:29:34 main:574] : INFO : Epoch 1831 | loss: 0.0309828 | val_loss: 0.0313088 | Time: 3097.41 ms [2021-09-07 07:29:37 main:574] : INFO : Epoch 1832 | loss: 0.0309832 | val_loss: 0.0313325 | Time: 3079.39 ms [2021-09-07 07:29:40 main:574] : INFO : Epoch 1833 | loss: 0.0309909 | val_loss: 0.0313064 | Time: 3070.48 ms [2021-09-07 07:29:43 main:574] : INFO : Epoch 1834 | loss: 0.0310016 | val_loss: 0.0313523 | Time: 3093.25 ms [2021-09-07 07:29:46 main:574] : INFO : Epoch 1835 | loss: 0.0310031 | val_loss: 0.0313472 | Time: 3114.29 ms [2021-09-07 07:29:49 main:574] : INFO : Epoch 1836 | loss: 0.0309858 | val_loss: 0.0313127 | Time: 3113.83 ms [2021-09-07 07:29:52 main:574] : INFO : Epoch 1837 | loss: 0.0309848 | val_loss: 0.0313231 | Time: 3083.46 ms [2021-09-07 07:29:56 main:574] : INFO : Epoch 1838 | loss: 0.0309859 | val_loss: 0.0313086 | Time: 3091.37 ms [2021-09-07 07:29:59 main:574] : INFO : Epoch 1839 | loss: 0.0309916 | val_loss: 0.0313123 | Time: 3093.36 ms [2021-09-07 07:30:02 main:574] : INFO : Epoch 1840 | loss: 0.0309942 | val_loss: 0.031329 | Time: 3089.36 ms [2021-09-07 07:30:05 main:574] : INFO : Epoch 1841 | loss: 0.0309867 | val_loss: 0.0313173 | Time: 3070.35 ms [2021-09-07 07:30:08 main:574] : INFO : Epoch 1842 | loss: 0.0309785 | val_loss: 0.03134 | Time: 3091.46 ms [2021-09-07 07:30:11 main:574] : INFO : Epoch 1843 | loss: 0.0309838 | val_loss: 0.0313326 | Time: 3114.05 ms [2021-09-07 07:30:14 main:574] : INFO : Epoch 1844 | loss: 0.0309851 | val_loss: 0.0313321 | Time: 3116.04 ms [2021-09-07 07:30:17 main:574] : INFO : Epoch 1845 | loss: 0.0309877 | val_loss: 0.0313131 | Time: 3094.69 ms [2021-09-07 07:30:20 main:574] : INFO : Epoch 1846 | loss: 0.0309913 | val_loss: 0.031292 | Time: 3079.53 ms [2021-09-07 07:30:23 main:574] : INFO : Epoch 1847 | loss: 0.0309888 | val_loss: 0.031327 | Time: 3077.69 ms [2021-09-07 07:30:27 main:574] : INFO : Epoch 1848 | loss: 0.0309905 | val_loss: 0.0313032 | Time: 3111.47 ms [2021-09-07 07:30:30 main:574] : INFO : Epoch 1849 | loss: 0.0309918 | val_loss: 0.0313236 | Time: 3090.86 ms [2021-09-07 07:30:33 main:574] : INFO : Epoch 1850 | loss: 0.0309875 | val_loss: 0.0313423 | Time: 3084.71 ms [2021-09-07 07:30:36 main:574] : INFO : Epoch 1851 | loss: 0.0309866 | val_loss: 0.0313357 | Time: 3094.18 ms [2021-09-07 07:30:39 main:574] : INFO : Epoch 1852 | loss: 0.0309793 | val_loss: 0.031346 | Time: 3104.83 ms [2021-09-07 07:30:42 main:574] : INFO : Epoch 1853 | loss: 0.0309824 | val_loss: 0.0313093 | Time: 3115.55 ms [2021-09-07 07:30:45 main:574] : INFO : Epoch 1854 | loss: 0.0309729 | val_loss: 0.0313387 | Time: 3092.04 ms [2021-09-07 07:30:48 main:574] : INFO : Epoch 1855 | loss: 0.0309764 | val_loss: 0.0313283 | Time: 3080.73 ms [2021-09-07 07:30:51 main:574] : INFO : Epoch 1856 | loss: 0.0309852 | val_loss: 0.0313068 | Time: 3104.17 ms [2021-09-07 07:30:54 main:574] : INFO : Epoch 1857 | loss: 0.0310039 | val_loss: 0.0313612 | Time: 3120.68 ms [2021-09-07 07:30:58 main:574] : INFO : Epoch 1858 | loss: 0.0309875 | val_loss: 0.0313306 | Time: 3103.13 ms [2021-09-07 07:31:01 main:574] : INFO : Epoch 1859 | loss: 0.0309855 | val_loss: 0.0313264 | Time: 3089.55 ms [2021-09-07 07:31:04 main:574] : INFO : Epoch 1860 | loss: 0.0309878 | val_loss: 0.0313096 | Time: 3083.63 ms [2021-09-07 07:31:07 main:574] : INFO : Epoch 1861 | loss: 0.0309863 | val_loss: 0.0313426 | Time: 3119.29 ms [2021-09-07 07:31:10 main:574] : INFO : Epoch 1862 | loss: 0.030982 | val_loss: 0.0312915 | Time: 3109.02 ms [2021-09-07 07:31:13 main:574] : INFO : Epoch 1863 | loss: 0.030997 | val_loss: 0.0312999 | Time: 3135.65 ms [2021-09-07 07:31:16 main:574] : INFO : Epoch 1864 | loss: 0.0309897 | val_loss: 0.0313092 | Time: 3074.75 ms [2021-09-07 07:31:19 main:574] : INFO : Epoch 1865 | loss: 0.0309874 | val_loss: 0.0313503 | Time: 3072.65 ms [2021-09-07 07:31:22 main:574] : INFO : Epoch 1866 | loss: 0.0309842 | val_loss: 0.0313259 | Time: 3121.19 ms [2021-09-07 07:31:25 main:574] : INFO : Epoch 1867 | loss: 0.0309815 | val_loss: 0.0313313 | Time: 3082.8 ms [2021-09-07 07:31:29 main:574] : INFO : Epoch 1868 | loss: 0.0309782 | val_loss: 0.0312975 | Time: 3077.21 ms [2021-09-07 07:31:32 main:574] : INFO : Epoch 1869 | loss: 0.030989 | val_loss: 0.0313452 | Time: 3087.62 ms [2021-09-07 07:31:35 main:574] : INFO : Epoch 1870 | loss: 0.0309861 | val_loss: 0.0313084 | Time: 3094.02 ms [2021-09-07 07:31:38 main:574] : INFO : Epoch 1871 | loss: 0.0309815 | val_loss: 0.0313634 | Time: 3097.97 ms [2021-09-07 07:31:41 main:574] : INFO : Epoch 1872 | loss: 0.0309872 | val_loss: 0.0313128 | Time: 3101.92 ms [2021-09-07 07:31:44 main:574] : INFO : Epoch 1873 | loss: 0.0309955 | val_loss: 0.031275 | Time: 3072.22 ms [2021-09-07 07:31:47 main:574] : INFO : Epoch 1874 | loss: 0.0309953 | val_loss: 0.0313185 | Time: 3119.83 ms [2021-09-07 07:31:50 main:574] : INFO : Epoch 1875 | loss: 0.0309851 | val_loss: 0.0312948 | Time: 3111.08 ms [2021-09-07 07:31:53 main:574] : INFO : Epoch 1876 | loss: 0.0309762 | val_loss: 0.0313509 | Time: 3092.41 ms [2021-09-07 07:31:56 main:574] : INFO : Epoch 1877 | loss: 0.0309762 | val_loss: 0.031356 | Time: 3090.3 ms [2021-09-07 07:32:00 main:574] : INFO : Epoch 1878 | loss: 0.0309861 | val_loss: 0.031295 | Time: 3096.6 ms [2021-09-07 07:32:03 main:574] : INFO : Epoch 1879 | loss: 0.0309922 | val_loss: 0.0312983 | Time: 3108.57 ms [2021-09-07 07:32:06 main:574] : INFO : Epoch 1880 | loss: 0.0309849 | val_loss: 0.0313198 | Time: 3129.89 ms [2021-09-07 07:32:09 main:574] : INFO : Epoch 1881 | loss: 0.030989 | val_loss: 0.0313366 | Time: 3114.78 ms [2021-09-07 07:32:12 main:574] : INFO : Epoch 1882 | loss: 0.0309914 | val_loss: 0.0313065 | Time: 3095.49 ms [2021-09-07 07:32:15 main:574] : INFO : Epoch 1883 | loss: 0.0310054 | val_loss: 0.0313096 | Time: 3108.13 ms [2021-09-07 07:32:18 main:574] : INFO : Epoch 1884 | loss: 0.0309936 | val_loss: 0.0313481 | Time: 3060.51 ms [2021-09-07 07:32:21 main:574] : INFO : Epoch 1885 | loss: 0.0309894 | val_loss: 0.0313286 | Time: 3093.85 ms [2021-09-07 07:32:24 main:574] : INFO : Epoch 1886 | loss: 0.0309846 | val_loss: 0.0313463 | Time: 3124.15 ms [2021-09-07 07:32:28 main:574] : INFO : Epoch 1887 | loss: 0.0309834 | val_loss: 0.0313037 | Time: 3088.6 ms [2021-09-07 07:32:31 main:574] : INFO : Epoch 1888 | loss: 0.0310612 | val_loss: 0.0312401 | Time: 3117.92 ms [2021-09-07 07:32:34 main:574] : INFO : Epoch 1889 | loss: 0.0336202 | val_loss: 0.0317229 | Time: 3098.09 ms [2021-09-07 07:32:37 main:574] : INFO : Epoch 1890 | loss: 0.0331151 | val_loss: 0.031423 | Time: 3091.93 ms [2021-09-07 07:32:40 main:574] : INFO : Epoch 1891 | loss: 0.0315543 | val_loss: 0.0313209 | Time: 3090.94 ms [2021-09-07 07:32:43 main:574] : INFO : Epoch 1892 | loss: 0.0312884 | val_loss: 0.0312583 | Time: 3121.68 ms [2021-09-07 07:32:46 main:574] : INFO : Epoch 1893 | loss: 0.0312559 | val_loss: 0.0312508 | Time: 3107.18 ms [2021-09-07 07:32:49 main:574] : INFO : Epoch 1894 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3109.97 ms [2021-09-07 07:32:52 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3085.14 ms [2021-09-07 07:32:55 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3081.74 ms [2021-09-07 07:32:59 main:574] : INFO : Epoch 1897 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3097.43 ms [2021-09-07 07:33:02 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3098.52 ms [2021-09-07 07:33:05 main:574] : INFO : Epoch 1899 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 3098.83 ms [2021-09-07 07:33:08 main:574] : INFO : Epoch 1900 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 3131.27 ms [2021-09-07 07:33:11 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 3129.02 ms [2021-09-07 07:33:14 main:574] : INFO : Epoch 1902 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3097.01 ms [2021-09-07 07:33:17 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312493 | Time: 3080.93 ms [2021-09-07 07:33:20 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3090.68 ms [2021-09-07 07:33:23 main:574] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3090.84 ms [2021-09-07 07:33:27 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312495 | Time: 3147.17 ms [2021-09-07 07:33:30 main:574] : INFO : Epoch 1907 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3106.68 ms [2021-09-07 07:33:33 main:574] : INFO : Epoch 1908 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 3099.35 ms [2021-09-07 07:33:36 main:574] : INFO : Epoch 1909 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3090.01 ms [2021-09-07 07:33:39 main:574] : INFO : Epoch 1910 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 3093.96 ms [2021-09-07 07:33:42 main:574] : INFO : Epoch 1911 | loss: 0.0312489 | val_loss: 0.031249 | Time: 3093.2 ms [2021-09-07 07:33:45 main:574] : INFO : Epoch 1912 | loss: 0.031249 | val_loss: 0.0312484 | Time: 3093.2 ms [2021-09-07 07:33:48 main:574] : INFO : Epoch 1913 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 3083.82 ms [2021-09-07 07:33:51 main:574] : INFO : Epoch 1914 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 3101.6 ms [2021-09-07 07:33:54 main:574] : INFO : Epoch 1915 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 3094.96 ms [2021-09-07 07:33:58 main:574] : INFO : Epoch 1916 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 3087.63 ms [2021-09-07 07:34:01 main:574] : INFO : Epoch 1917 | loss: 0.031248 | val_loss: 0.0312482 | Time: 3090.71 ms [2021-09-07 07:34:04 main:574] : INFO : Epoch 1918 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 3096.52 ms [2021-09-07 07:34:07 main:574] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 3110.71 ms [2021-09-07 07:34:10 main:574] : INFO : Epoch 1920 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 3109.42 ms [2021-09-07 07:34:13 main:574] : INFO : Epoch 1921 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 3106.45 ms [2021-09-07 07:34:16 main:574] : INFO : Epoch 1922 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 3099.68 ms [2021-09-07 07:34:19 main:574] : INFO : Epoch 1923 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 3081.08 ms [2021-09-07 07:34:22 main:574] : INFO : Epoch 1924 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 3088.88 ms [2021-09-07 07:34:25 main:574] : INFO : Epoch 1925 | loss: 0.031248 | val_loss: 0.0312491 | Time: 3091 ms [2021-09-07 07:34:29 main:574] : INFO : Epoch 1926 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 3073.52 ms [2021-09-07 07:34:32 main:574] : INFO : Epoch 1927 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 3107.09 ms [2021-09-07 07:34:35 main:574] : INFO : Epoch 1928 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 3117.73 ms [2021-09-07 07:34:38 main:574] : INFO : Epoch 1929 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 3088.1 ms [2021-09-07 07:34:41 main:574] : INFO : Epoch 1930 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 3087.24 ms [2021-09-07 07:34:44 main:574] : INFO : Epoch 1931 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 3093.41 ms [2021-09-07 07:34:47 main:574] : INFO : Epoch 1932 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 3110.76 ms [2021-09-07 07:34:50 main:574] : INFO : Epoch 1933 | loss: 0.0312436 | val_loss: 0.031242 | Time: 3093.03 ms [2021-09-07 07:34:53 main:574] : INFO : Epoch 1934 | loss: 0.0312432 | val_loss: 0.0312414 | Time: 3092.54 ms [2021-09-07 07:34:56 main:574] : INFO : Epoch 1935 | loss: 0.0312449 | val_loss: 0.0312415 | Time: 3099.21 ms [2021-09-07 07:35:00 main:574] : INFO : Epoch 1936 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 3108.88 ms [2021-09-07 07:35:03 main:574] : INFO : Epoch 1937 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 3091.06 ms [2021-09-07 07:35:06 main:574] : INFO : Epoch 1938 | loss: 0.031242 | val_loss: 0.0312423 | Time: 3083.8 ms [2021-09-07 07:35:09 main:574] : INFO : Epoch 1939 | loss: 0.031241 | val_loss: 0.0312435 | Time: 3105.17 ms [2021-09-07 07:35:12 main:574] : INFO : Epoch 1940 | loss: 0.0312408 | val_loss: 0.0312386 | Time: 3100.37 ms [2021-09-07 07:35:15 main:574] : INFO : Epoch 1941 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 3096.8 ms [2021-09-07 07:35:18 main:574] : INFO : Epoch 1942 | loss: 0.0312384 | val_loss: 0.0312397 | Time: 3084.55 ms [2021-09-07 07:35:21 main:574] : INFO : Epoch 1943 | loss: 0.0312377 | val_loss: 0.0312363 | Time: 3060.52 ms [2021-09-07 07:35:24 main:574] : INFO : Epoch 1944 | loss: 0.0312376 | val_loss: 0.0312358 | Time: 3082.27 ms [2021-09-07 07:35:27 main:574] : INFO : Epoch 1945 | loss: 0.0312398 | val_loss: 0.0312453 | Time: 3089.6 ms [2021-09-07 07:35:30 main:574] : INFO : Epoch 1946 | loss: 0.0312406 | val_loss: 0.0312382 | Time: 3090.44 ms [2021-09-07 07:35:34 main:574] : INFO : Epoch 1947 | loss: 0.0312363 | val_loss: 0.0312346 | Time: 3095.19 ms [2021-09-07 07:35:37 main:574] : INFO : Epoch 1948 | loss: 0.0312374 | val_loss: 0.0312407 | Time: 3094.99 ms [2021-09-07 07:35:40 main:574] : INFO : Epoch 1949 | loss: 0.0312379 | val_loss: 0.0312356 | Time: 3124.26 ms [2021-09-07 07:35:43 main:574] : INFO : Epoch 1950 | loss: 0.0312423 | val_loss: 0.0312354 | Time: 3113.57 ms [2021-09-07 07:35:46 main:574] : INFO : Epoch 1951 | loss: 0.0312347 | val_loss: 0.0312329 | Time: 3092.44 ms [2021-09-07 07:35:49 main:574] : INFO : Epoch 1952 | loss: 0.0312341 | val_loss: 0.031232 | Time: 3079.75 ms [2021-09-07 07:35:52 main:574] : INFO : Epoch 1953 | loss: 0.0312324 | val_loss: 0.0312321 | Time: 3095.75 ms [2021-09-07 07:35:55 main:574] : INFO : Epoch 1954 | loss: 0.0312326 | val_loss: 0.0312369 | Time: 3099.47 ms [2021-09-07 07:35:58 main:574] : INFO : Epoch 1955 | loss: 0.031239 | val_loss: 0.0312302 | Time: 3102.31 ms [2021-09-07 07:36:02 main:574] : INFO : Epoch 1956 | loss: 0.0312332 | val_loss: 0.0312336 | Time: 3101.15 ms [2021-09-07 07:36:05 main:574] : INFO : Epoch 1957 | loss: 0.0312309 | val_loss: 0.0312297 | Time: 3093.75 ms [2021-09-07 07:36:08 main:574] : INFO : Epoch 1958 | loss: 0.0312311 | val_loss: 0.0312342 | Time: 3143 ms [2021-09-07 07:36:11 main:574] : INFO : Epoch 1959 | loss: 0.0312337 | val_loss: 0.0312453 | Time: 3145.45 ms [2021-09-07 07:36:14 main:574] : INFO : Epoch 1960 | loss: 0.0312336 | val_loss: 0.0312282 | Time: 3109.36 ms [2021-09-07 07:36:17 main:574] : INFO : Epoch 1961 | loss: 0.0312333 | val_loss: 0.0312296 | Time: 3096.86 ms [2021-09-07 07:36:20 main:574] : INFO : Epoch 1962 | loss: 0.0312292 | val_loss: 0.031229 | Time: 3081.14 ms [2021-09-07 07:36:23 main:574] : INFO : Epoch 1963 | loss: 0.0312328 | val_loss: 0.0312408 | Time: 3115.43 ms [2021-09-07 07:36:26 main:574] : INFO : Epoch 1964 | loss: 0.0312293 | val_loss: 0.0312267 | Time: 3093.7 ms [2021-09-07 07:36:30 main:574] : INFO : Epoch 1965 | loss: 0.0312259 | val_loss: 0.0312257 | Time: 3095.38 ms [2021-09-07 07:36:33 main:574] : INFO : Epoch 1966 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 3098.25 ms [2021-09-07 07:36:36 main:574] : INFO : Epoch 1967 | loss: 0.0312271 | val_loss: 0.0312276 | Time: 3108.38 ms [2021-09-07 07:36:39 main:574] : INFO : Epoch 1968 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 3116.46 ms [2021-09-07 07:36:42 main:574] : INFO : Epoch 1969 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 3105.52 ms [2021-09-07 07:36:45 main:574] : INFO : Epoch 1970 | loss: 0.0312259 | val_loss: 0.0312282 | Time: 3109.44 ms [2021-09-07 07:36:48 main:574] : INFO : Epoch 1971 | loss: 0.0312317 | val_loss: 0.0312297 | Time: 3103.94 ms [2021-09-07 07:36:51 main:574] : INFO : Epoch 1972 | loss: 0.0312252 | val_loss: 0.0312256 | Time: 3117.9 ms [2021-09-07 07:36:54 main:574] : INFO : Epoch 1973 | loss: 0.031222 | val_loss: 0.0312222 | Time: 3085.73 ms [2021-09-07 07:36:58 main:574] : INFO : Epoch 1974 | loss: 0.0312233 | val_loss: 0.0312371 | Time: 3100.02 ms [2021-09-07 07:37:01 main:574] : INFO : Epoch 1975 | loss: 0.0312311 | val_loss: 0.0312377 | Time: 3112.85 ms [2021-09-07 07:37:04 main:574] : INFO : Epoch 1976 | loss: 0.0312273 | val_loss: 0.0312239 | Time: 3135.16 ms [2021-09-07 07:37:07 main:574] : INFO : Epoch 1977 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 3139.06 ms [2021-09-07 07:37:10 main:574] : INFO : Epoch 1978 | loss: 0.0312214 | val_loss: 0.0312193 | Time: 3138.39 ms [2021-09-07 07:37:13 main:574] : INFO : Epoch 1979 | loss: 0.0312202 | val_loss: 0.0312183 | Time: 3105.27 ms [2021-09-07 07:37:16 main:574] : INFO : Epoch 1980 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 3104.99 ms [2021-09-07 07:37:19 main:574] : INFO : Epoch 1981 | loss: 0.0312163 | val_loss: 0.0312171 | Time: 3098.44 ms [2021-09-07 07:37:22 main:574] : INFO : Epoch 1982 | loss: 0.0312172 | val_loss: 0.0312166 | Time: 3087.58 ms [2021-09-07 07:37:26 main:574] : INFO : Epoch 1983 | loss: 0.0312217 | val_loss: 0.0312164 | Time: 3118.45 ms [2021-09-07 07:37:29 main:574] : INFO : Epoch 1984 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 3116.76 ms [2021-09-07 07:37:32 main:574] : INFO : Epoch 1985 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 3156.29 ms [2021-09-07 07:37:35 main:574] : INFO : Epoch 1986 | loss: 0.0312136 | val_loss: 0.0312167 | Time: 3115.67 ms [2021-09-07 07:37:38 main:574] : INFO : Epoch 1987 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 3095.85 ms [2021-09-07 07:37:41 main:574] : INFO : Epoch 1988 | loss: 0.0312155 | val_loss: 0.0312313 | Time: 3106.2 ms [2021-09-07 07:37:44 main:574] : INFO : Epoch 1989 | loss: 0.0312254 | val_loss: 0.0312387 | Time: 3118.54 ms [2021-09-07 07:37:47 main:574] : INFO : Epoch 1990 | loss: 0.031215 | val_loss: 0.0312144 | Time: 3111.97 ms [2021-09-07 07:37:51 main:574] : INFO : Epoch 1991 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 3102.07 ms [2021-09-07 07:37:54 main:574] : INFO : Epoch 1992 | loss: 0.03121 | val_loss: 0.0312136 | Time: 3098.03 ms [2021-09-07 07:37:57 main:574] : INFO : Epoch 1993 | loss: 0.0312076 | val_loss: 0.0312122 | Time: 3100.03 ms [2021-09-07 07:38:00 main:574] : INFO : Epoch 1994 | loss: 0.0312078 | val_loss: 0.0312125 | Time: 3127.85 ms [2021-09-07 07:38:03 main:574] : INFO : Epoch 1995 | loss: 0.0312095 | val_loss: 0.0312186 | Time: 3151.54 ms [2021-09-07 07:38:06 main:574] : INFO : Epoch 1996 | loss: 0.031213 | val_loss: 0.0312135 | Time: 3119.18 ms [2021-09-07 07:38:09 main:574] : INFO : Epoch 1997 | loss: 0.0312119 | val_loss: 0.0312108 | Time: 3167.62 ms [2021-09-07 07:38:12 main:574] : INFO : Epoch 1998 | loss: 0.0312111 | val_loss: 0.0312192 | Time: 3162.46 ms [2021-09-07 07:38:16 main:574] : INFO : Epoch 1999 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 3103.66 ms [2021-09-07 07:38:19 main:574] : INFO : Epoch 2000 | loss: 0.0312016 | val_loss: 0.0312137 | Time: 3101.46 ms [2021-09-07 07:38:22 main:574] : INFO : Epoch 2001 | loss: 0.0311994 | val_loss: 0.0312062 | Time: 3067.75 ms [2021-09-07 07:38:25 main:574] : INFO : Epoch 2002 | loss: 0.0311988 | val_loss: 0.031206 | Time: 3097.14 ms [2021-09-07 07:38:28 main:574] : INFO : Epoch 2003 | loss: 0.0311976 | val_loss: 0.0312073 | Time: 3114.84 ms [2021-09-07 07:38:31 main:574] : INFO : Epoch 2004 | loss: 0.0311994 | val_loss: 0.0312096 | Time: 3111.82 ms [2021-09-07 07:38:34 main:574] : INFO : Epoch 2005 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 3098.09 ms [2021-09-07 07:38:37 main:574] : INFO : Epoch 2006 | loss: 0.0311953 | val_loss: 0.0312039 | Time: 3087.34 ms [2021-09-07 07:38:40 main:574] : INFO : Epoch 2007 | loss: 0.0311992 | val_loss: 0.0312132 | Time: 3107.24 ms [2021-09-07 07:38:43 main:574] : INFO : Epoch 2008 | loss: 0.0312039 | val_loss: 0.0312162 | Time: 3087.72 ms [2021-09-07 07:38:47 main:574] : INFO : Epoch 2009 | loss: 0.0312008 | val_loss: 0.0312062 | Time: 3091.9 ms [2021-09-07 07:38:50 main:574] : INFO : Epoch 2010 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 3094.39 ms [2021-09-07 07:38:53 main:574] : INFO : Epoch 2011 | loss: 0.031203 | val_loss: 0.0312121 | Time: 3102.48 ms [2021-09-07 07:38:56 main:574] : INFO : Epoch 2012 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 3116.11 ms [2021-09-07 07:38:59 main:574] : INFO : Epoch 2013 | loss: 0.0311925 | val_loss: 0.0312046 | Time: 3095.15 ms [2021-09-07 07:39:02 main:574] : INFO : Epoch 2014 | loss: 0.0311875 | val_loss: 0.0312042 | Time: 3102.15 ms [2021-09-07 07:39:05 main:574] : INFO : Epoch 2015 | loss: 0.0311853 | val_loss: 0.0312018 | Time: 3080.96 ms [2021-09-07 07:39:08 main:574] : INFO : Epoch 2016 | loss: 0.0311855 | val_loss: 0.0312069 | Time: 3152.97 ms [2021-09-07 07:39:11 main:574] : INFO : Epoch 2017 | loss: 0.0311876 | val_loss: 0.0312014 | Time: 3107.42 ms [2021-09-07 07:39:15 main:574] : INFO : Epoch 2018 | loss: 0.0311828 | val_loss: 0.0312069 | Time: 3101.68 ms [2021-09-07 07:39:18 main:574] : INFO : Epoch 2019 | loss: 0.031183 | val_loss: 0.031204 | Time: 3102.04 ms [2021-09-07 07:39:21 main:574] : INFO : Epoch 2020 | loss: 0.0311844 | val_loss: 0.0312037 | Time: 3101.62 ms [2021-09-07 07:39:24 main:574] : INFO : Epoch 2021 | loss: 0.0311813 | val_loss: 0.0312023 | Time: 3092.51 ms [2021-09-07 07:39:27 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0312096 | Time: 3095.34 ms [2021-09-07 07:39:30 main:574] : INFO : Epoch 2023 | loss: 0.0311812 | val_loss: 0.0312065 | Time: 3102.23 ms [2021-09-07 07:39:33 main:574] : INFO : Epoch 2024 | loss: 0.0311801 | val_loss: 0.0312047 | Time: 3116.15 ms [2021-09-07 07:39:36 main:574] : INFO : Epoch 2025 | loss: 0.0311769 | val_loss: 0.0312094 | Time: 3100.71 ms [2021-09-07 07:39:39 main:574] : INFO : Epoch 2026 | loss: 0.0311774 | val_loss: 0.031201 | Time: 3114.3 ms [2021-09-07 07:39:43 main:574] : INFO : Epoch 2027 | loss: 0.0311784 | val_loss: 0.0312024 | Time: 3096.11 ms [2021-09-07 07:39:46 main:574] : INFO : Epoch 2028 | loss: 0.0311815 | val_loss: 0.0311966 | Time: 3100.3 ms [2021-09-07 07:39:49 main:574] : INFO : Epoch 2029 | loss: 0.0311785 | val_loss: 0.0312057 | Time: 3097.4 ms [2021-09-07 07:39:52 main:574] : INFO : Epoch 2030 | loss: 0.0311802 | val_loss: 0.0312009 | Time: 3096.46 ms [2021-09-07 07:39:55 main:574] : INFO : Epoch 2031 | loss: 0.0311728 | val_loss: 0.0311988 | Time: 3084.72 ms [2021-09-07 07:39:58 main:574] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.0311997 | Time: 3106.61 ms [2021-09-07 07:40:01 main:574] : INFO : Epoch 2033 | loss: 0.0311716 | val_loss: 0.0312026 | Time: 3088.17 ms [2021-09-07 07:40:04 main:574] : INFO : Epoch 2034 | loss: 0.0311734 | val_loss: 0.0312033 | Time: 3117.44 ms [2021-09-07 07:40:07 main:574] : INFO : Epoch 2035 | loss: 0.0311732 | val_loss: 0.0312044 | Time: 3107.22 ms [2021-09-07 07:40:10 main:574] : INFO : Epoch 2036 | loss: 0.0311733 | val_loss: 0.0312005 | Time: 3103.59 ms [2021-09-07 07:40:14 main:574] : INFO : Epoch 2037 | loss: 0.0311716 | val_loss: 0.0312106 | Time: 3078.05 ms [2021-09-07 07:40:17 main:574] : INFO : Epoch 2038 | loss: 0.03117 | val_loss: 0.0312031 | Time: 3106.17 ms [2021-09-07 07:40:20 main:574] : INFO : Epoch 2039 | loss: 0.0311669 | val_loss: 0.0312087 | Time: 3106.19 ms [2021-09-07 07:40:23 main:574] : INFO : Epoch 2040 | loss: 0.0311712 | val_loss: 0.0312011 | Time: 3105.96 ms [2021-09-07 07:40:26 main:574] : INFO : Epoch 2041 | loss: 0.0311677 | val_loss: 0.031207 | Time: 3075.28 ms [2021-09-07 07:40:29 main:574] : INFO : Epoch 2042 | loss: 0.0311728 | val_loss: 0.0312109 | Time: 3102.74 ms [2021-09-07 07:40:32 main:574] : INFO : Epoch 2043 | loss: 0.0311808 | val_loss: 0.0312086 | Time: 3085.96 ms [2021-09-07 07:40:35 main:574] : INFO : Epoch 2044 | loss: 0.0311751 | val_loss: 0.0312021 | Time: 3108.77 ms [2021-09-07 07:40:38 main:574] : INFO : Epoch 2045 | loss: 0.0311678 | val_loss: 0.0312041 | Time: 3096.41 ms [2021-09-07 07:40:41 main:574] : INFO : Epoch 2046 | loss: 0.0311654 | val_loss: 0.0312024 | Time: 3115.5 ms [2021-09-07 07:40:45 main:574] : INFO : Epoch 2047 | loss: 0.0311673 | val_loss: 0.0312001 | Time: 3120.44 ms [2021-09-07 07:40:48 main:574] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0312041 | Time: 3108.86 ms [2021-09-07 07:40:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312041 [2021-09-07 07:40:48 main:603] : INFO : Saving end state to config to file [2021-09-07 07:40:48 main:608] : INFO : Success, exiting.. 07:40:48 (19112): 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)