Task 3738269
| Name | ParityModified-1611092108-22059-0_0 |
| Workunit | 1920663 |
| Created | 19 Jan 2021, 21:35:13 UTC |
| Sent | 20 Jan 2021, 19:45:23 UTC |
| Report deadline | 28 Jan 2021, 19:45:23 UTC |
| Received | 21 Jan 2021, 6:26:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 12 sec |
| CPU time | 2 hours 55 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 77 | val_loss: 0.0313154 | Time: 5720.38 ms [2021-01-20 14:36:16 main:574] : INFO : Epoch 1673 | loss: 0.0309959 | val_loss: 0.031313 | Time: 5728.23 ms [2021-01-20 14:36:22 main:574] : INFO : Epoch 1674 | loss: 0.0310093 | val_loss: 0.0313001 | Time: 5655.23 ms [2021-01-20 14:36:27 main:574] : INFO : Epoch 1675 | loss: 0.0310061 | val_loss: 0.0313118 | Time: 5654.74 ms [2021-01-20 14:36:33 main:574] : INFO : Epoch 1676 | loss: 0.0309998 | val_loss: 0.0313393 | Time: 5655.05 ms [2021-01-20 14:36:39 main:574] : INFO : Epoch 1677 | loss: 0.0310046 | val_loss: 0.0313212 | Time: 5654.65 ms [2021-01-20 14:36:45 main:574] : INFO : Epoch 1678 | loss: 0.0310069 | val_loss: 0.0313126 | Time: 5718.93 ms [2021-01-20 14:36:50 main:574] : INFO : Epoch 1679 | loss: 0.0310113 | val_loss: 0.0313046 | Time: 5654.38 ms [2021-01-20 14:36:56 main:574] : INFO : Epoch 1680 | loss: 0.0310021 | val_loss: 0.0313408 | Time: 5679.25 ms [2021-01-20 14:37:02 main:574] : INFO : Epoch 1681 | loss: 0.0309986 | val_loss: 0.0313523 | Time: 5671.26 ms [2021-01-20 14:37:08 main:574] : INFO : Epoch 1682 | loss: 0.0310012 | val_loss: 0.0313147 | Time: 5742.14 ms [2021-01-20 14:37:13 main:574] : INFO : Epoch 1683 | loss: 0.0310011 | val_loss: 0.0313134 | Time: 5655.51 ms [2021-01-20 14:37:19 main:574] : INFO : Epoch 1684 | loss: 0.0310047 | val_loss: 0.0313123 | Time: 5739.32 ms [2021-01-20 14:37:25 main:574] : INFO : Epoch 1685 | loss: 0.0310006 | val_loss: 0.0313242 | Time: 5741 ms [2021-01-20 14:37:31 main:574] : INFO : Epoch 1686 | loss: 0.0309999 | val_loss: 0.0313468 | Time: 5678.96 ms [2021-01-20 14:37:36 main:574] : INFO : Epoch 1687 | loss: 0.0309956 | val_loss: 0.0313318 | Time: 5662.83 ms [2021-01-20 14:37:42 main:574] : INFO : Epoch 1688 | loss: 0.0309969 | val_loss: 0.0313232 | Time: 5670.39 ms [2021-01-20 14:37:48 main:574] : INFO : Epoch 1689 | loss: 0.0309982 | val_loss: 0.0313389 | Time: 5667.25 ms [2021-01-20 14:37:53 main:574] : INFO : Epoch 1690 | loss: 0.0310075 | val_loss: 0.0312985 | Time: 5721.2 ms [2021-01-20 14:37:59 main:574] : INFO : Epoch 1691 | loss: 0.0309991 | val_loss: 0.0313158 | Time: 5697.11 ms [2021-01-20 14:38:05 main:574] : INFO : Epoch 1692 | loss: 0.0310044 | val_loss: 0.0313385 | Time: 5700.2 ms [2021-01-20 14:38:11 main:574] : INFO : Epoch 1693 | loss: 0.0309939 | val_loss: 0.0313236 | Time: 5669.85 ms [2021-01-20 14:38:16 main:574] : INFO : Epoch 1694 | loss: 0.0309983 | val_loss: 0.0313407 | Time: 5695.88 ms [2021-01-20 14:38:22 main:574] : INFO : Epoch 1695 | loss: 0.0309991 | val_loss: 0.031332 | Time: 5677.49 ms [2021-01-20 14:38:28 main:574] : INFO : Epoch 1696 | loss: 0.0310001 | val_loss: 0.0313025 | Time: 5716.4 ms [2021-01-20 14:38:34 main:574] : INFO : Epoch 1697 | loss: 0.0310145 | val_loss: 0.0313487 | Time: 5692.09 ms [2021-01-20 14:38:39 main:574] : INFO : Epoch 1698 | loss: 0.0309979 | val_loss: 0.0313149 | Time: 5723.48 ms [2021-01-20 14:38:45 main:574] : INFO : Epoch 1699 | loss: 0.0310052 | val_loss: 0.0312861 | Time: 5654.88 ms [2021-01-20 14:38:51 main:574] : INFO : Epoch 1700 | loss: 0.0309949 | val_loss: 0.0313059 | Time: 5655.57 ms [2021-01-20 14:38:56 main:574] : INFO : Epoch 1701 | loss: 0.0310048 | val_loss: 0.0312841 | Time: 5675.98 ms [2021-01-20 14:39:02 main:574] : INFO : Epoch 1702 | loss: 0.0310076 | val_loss: 0.031321 | Time: 5668.22 ms [2021-01-20 14:39:08 main:574] : INFO : Epoch 1703 | loss: 0.0309979 | val_loss: 0.0313497 | Time: 5670.32 ms [2021-01-20 14:39:14 main:574] : INFO : Epoch 1704 | loss: 0.0310025 | val_loss: 0.0313512 | Time: 5664.51 ms [2021-01-20 14:39:19 main:574] : INFO : Epoch 1705 | loss: 0.0310028 | val_loss: 0.0313113 | Time: 5714.02 ms [2021-01-20 14:39:25 main:574] : INFO : Epoch 1706 | loss: 0.0309979 | val_loss: 0.0313106 | Time: 5722.57 ms [2021-01-20 14:39:31 main:574] : INFO : Epoch 1707 | loss: 0.0310008 | val_loss: 0.0313293 | Time: 5657.81 ms [2021-01-20 14:39:37 main:574] : INFO : Epoch 1708 | loss: 0.0309999 | val_loss: 0.0312995 | Time: 5767.13 ms [2021-01-20 14:39:42 main:574] : INFO : Epoch 1709 | loss: 0.031002 | val_loss: 0.0313202 | Time: 5681.68 ms [2021-01-20 14:39:48 main:574] : INFO : Epoch 1710 | loss: 0.030998 | val_loss: 0.0313195 | Time: 5696.74 ms [2021-01-20 14:39:54 main:574] : INFO : Epoch 1711 | loss: 0.0310674 | val_loss: 0.0312327 | Time: 5737.58 ms [2021-01-20 14:40:00 main:574] : INFO : Epoch 1712 | loss: 0.0311359 | val_loss: 0.0312412 | Time: 5719.48 ms [2021-01-20 14:40:05 main:574] : INFO : Epoch 1713 | loss: 0.0310892 | val_loss: 0.031267 | Time: 5677.46 ms [2021-01-20 14:40:11 main:574] : INFO : Epoch 1714 | loss: 0.0310513 | val_loss: 0.0312792 | Time: 5686.02 ms [2021-01-20 14:40:17 main:574] : INFO : Epoch 1715 | loss: 0.0310242 | val_loss: 0.0313017 | Time: 5739.04 ms [2021-01-20 14:40:23 main:574] : INFO : Epoch 1716 | loss: 0.0310255 | val_loss: 0.0313093 | Time: 5671.29 ms [2021-01-20 14:40:28 main:574] : INFO : Epoch 1717 | loss: 0.0310043 | val_loss: 0.0313135 | Time: 5766.77 ms [2021-01-20 14:40:34 main:574] : INFO : Epoch 1718 | loss: 0.0309981 | val_loss: 0.0313502 | Time: 5727.02 ms [2021-01-20 14:40:40 main:574] : INFO : Epoch 1719 | loss: 0.031001 | val_loss: 0.0313418 | Time: 5751.16 ms [2021-01-20 14:40:46 main:574] : INFO : Epoch 1720 | loss: 0.0310009 | val_loss: 0.0313076 | Time: 5763.57 ms [2021-01-20 14:40:52 main:574] : INFO : Epoch 1721 | loss: 0.0310091 | val_loss: 0.0313242 | Time: 5672.71 ms [2021-01-20 14:40:57 main:574] : INFO : Epoch 1722 | loss: 0.0309975 | val_loss: 0.0313212 | Time: 5715.03 ms [2021-01-20 14:41:03 main:574] : INFO : Epoch 1723 | loss: 0.0309983 | val_loss: 0.0313601 | Time: 5751.46 ms [2021-01-20 14:41:09 main:574] : INFO : Epoch 1724 | loss: 0.0309969 | val_loss: 0.0313064 | Time: 5717.43 ms [2021-01-20 14:41:15 main:574] : INFO : Epoch 1725 | loss: 0.0309964 | val_loss: 0.031349 | Time: 5736.74 ms [2021-01-20 14:41:21 main:574] : INFO : Epoch 1726 | loss: 0.0309973 | val_loss: 0.031326 | Time: 5720.86 ms [2021-01-20 14:41:26 main:574] : INFO : Epoch 1727 | loss: 0.0310081 | val_loss: 0.0313204 | Time: 5738.18 ms [2021-01-20 14:41:32 main:574] : INFO : Epoch 1728 | loss: 0.0309985 | val_loss: 0.0313345 | Time: 5751.02 ms [2021-01-20 14:41:38 main:574] : INFO : Epoch 1729 | loss: 0.0309988 | val_loss: 0.0313268 | Time: 5752.18 ms [2021-01-20 14:41:44 main:574] : INFO : Epoch 1730 | loss: 0.0310003 | val_loss: 0.0312876 | Time: 5732.28 ms [2021-01-20 14:41:49 main:574] : INFO : Epoch 1731 | loss: 0.0310076 | val_loss: 0.0313038 | Time: 5664.5 ms [2021-01-20 14:41:55 main:574] : INFO : Epoch 1732 | loss: 0.0310069 | val_loss: 0.0313346 | Time: 5662.95 ms [2021-01-20 14:42:01 main:574] : INFO : Epoch 1733 | loss: 0.0310059 | val_loss: 0.0312942 | Time: 5660.49 ms [2021-01-20 14:42:07 main:574] : INFO : Epoch 1734 | loss: 0.031011 | val_loss: 0.0313501 | Time: 5739.64 ms [2021-01-20 14:42:12 main:574] : INFO : Epoch 1735 | loss: 0.0310076 | val_loss: 0.0313137 | Time: 5696.69 ms [2021-01-20 14:42:18 main:574] : INFO : Epoch 1736 | loss: 0.0310065 | val_loss: 0.0313152 | Time: 5759.45 ms [2021-01-20 14:42:24 main:574] : INFO : Epoch 1737 | loss: 0.0310015 | val_loss: 0.0312998 | Time: 5672.57 ms [2021-01-20 14:42:30 main:574] : INFO : Epoch 1738 | loss: 0.0310003 | val_loss: 0.0313128 | Time: 5697.65 ms [2021-01-20 14:42:35 main:574] : INFO : Epoch 1739 | loss: 0.0310063 | val_loss: 0.0313232 | Time: 5706.66 ms [2021-01-20 14:42:41 main:574] : INFO : Epoch 1740 | loss: 0.0310052 | val_loss: 0.0313126 | Time: 5728.81 ms [2021-01-20 14:42:47 main:574] : INFO : Epoch 1741 | loss: 0.0309921 | val_loss: 0.0313469 | Time: 5673.52 ms [2021-01-20 14:42:53 main:574] : INFO : Epoch 1742 | loss: 0.0309961 | val_loss: 0.0313423 | Time: 5729.14 ms [2021-01-20 14:42:58 main:574] : INFO : Epoch 1743 | loss: 0.0309978 | val_loss: 0.031341 | Time: 5662.65 ms [2021-01-20 14:43:04 main:574] : INFO : Epoch 1744 | loss: 0.0310036 | val_loss: 0.0313057 | Time: 5686.91 ms [2021-01-20 14:43:10 main:574] : INFO : Epoch 1745 | loss: 0.0310017 | val_loss: 0.0313097 | Time: 5678.66 ms [2021-01-20 14:43:16 main:574] : INFO : Epoch 1746 | loss: 0.0309985 | val_loss: 0.0313442 | Time: 5684.46 ms [2021-01-20 14:43:21 main:574] : INFO : Epoch 1747 | loss: 0.0309966 | val_loss: 0.0313303 | Time: 5669.06 ms [2021-01-20 14:43:27 main:574] : INFO : Epoch 1748 | loss: 0.0309996 | val_loss: 0.0313108 | Time: 5765.58 ms [2021-01-20 14:43:33 main:574] : INFO : Epoch 1749 | loss: 0.0310006 | val_loss: 0.0313129 | Time: 5745.51 ms [2021-01-20 14:43:39 main:574] : INFO : Epoch 1750 | loss: 0.0310009 | val_loss: 0.0313763 | Time: 5724.07 ms [2021-01-20 14:43:45 main:574] : INFO : Epoch 1751 | loss: 0.0310048 | val_loss: 0.0313263 | Time: 5721.3 ms [2021-01-20 14:43:50 main:574] : INFO : Epoch 1752 | loss: 0.031004 | val_loss: 0.0313189 | Time: 5722.97 ms [2021-01-20 14:43:56 main:574] : INFO : Epoch 1753 | loss: 0.0309985 | val_loss: 0.0313265 | Time: 5693.02 ms [2021-01-20 14:44:02 main:574] : INFO : Epoch 1754 | loss: 0.0310001 | val_loss: 0.0313499 | Time: 5681.37 ms [2021-01-20 14:44:08 main:574] : INFO : Epoch 1755 | loss: 0.0309986 | val_loss: 0.0313281 | Time: 5776.09 ms [2021-01-20 14:44:13 main:574] : INFO : Epoch 1756 | loss: 0.0309967 | val_loss: 0.0313051 | Time: 5658.25 ms [2021-01-20 14:44:19 main:574] : INFO : Epoch 1757 | loss: 0.0309991 | val_loss: 0.0313291 | Time: 5654.98 ms [2021-01-20 14:44:25 main:574] : INFO : Epoch 1758 | loss: 0.030993 | val_loss: 0.0313464 | Time: 5667.72 ms [2021-01-20 14:44:30 main:574] : INFO : Epoch 1759 | loss: 0.0309972 | val_loss: 0.0313273 | Time: 5694.82 ms [2021-01-20 14:44:36 main:574] : INFO : Epoch 1760 | loss: 0.0310002 | val_loss: 0.0313376 | Time: 5664.59 ms [2021-01-20 14:44:42 main:574] : INFO : Epoch 1761 | loss: 0.0310001 | val_loss: 0.031294 | Time: 5657.3 ms [2021-01-20 14:44:48 main:574] : INFO : Epoch 1762 | loss: 0.030998 | val_loss: 0.0313357 | Time: 5659.24 ms [2021-01-20 14:44:53 main:574] : INFO : Epoch 1763 | loss: 0.0309927 | val_loss: 0.0313014 | Time: 5693.16 ms [2021-01-20 14:44:59 main:574] : INFO : Epoch 1764 | loss: 0.0310023 | val_loss: 0.0313135 | Time: 5708.54 ms [2021-01-20 14:45:05 main:574] : INFO : Epoch 1765 | loss: 0.0310058 | val_loss: 0.031323 | Time: 5754.71 ms [2021-01-20 14:45:11 main:574] : INFO : Epoch 1766 | loss: 0.0310016 | val_loss: 0.0313274 | Time: 5752.84 ms [2021-01-20 14:45:16 main:574] : INFO : Epoch 1767 | loss: 0.0310039 | val_loss: 0.0313473 | Time: 5742.24 ms [2021-01-20 14:45:22 main:574] : INFO : Epoch 1768 | loss: 0.0310044 | val_loss: 0.0313365 | Time: 5761.83 ms [2021-01-20 14:45:28 main:574] : INFO : Epoch 1769 | loss: 0.0310018 | val_loss: 0.03131 | Time: 5683.36 ms [2021-01-20 14:45:34 main:574] : INFO : Epoch 1770 | loss: 0.0309962 | val_loss: 0.031346 | Time: 5680.89 ms [2021-01-20 14:45:39 main:574] : INFO : Epoch 1771 | loss: 0.0309968 | val_loss: 0.0313155 | Time: 5666.6 ms [2021-01-20 14:45:45 main:574] : INFO : Epoch 1772 | loss: 0.030995 | val_loss: 0.0313297 | Time: 5660.94 ms [2021-01-20 14:45:51 main:574] : INFO : Epoch 1773 | loss: 0.0310068 | val_loss: 0.0313525 | Time: 5670.73 ms [2021-01-20 14:45:57 main:574] : INFO : Epoch 1774 | loss: 0.0310147 | val_loss: 0.0313221 | Time: 5659.5 ms [2021-01-20 14:46:02 main:574] : INFO : Epoch 1775 | loss: 0.0310107 | val_loss: 0.0313043 | Time: 5690.74 ms [2021-01-20 14:46:08 main:574] : INFO : Epoch 1776 | loss: 0.031005 | val_loss: 0.0313248 | Time: 5660.83 ms [2021-01-20 14:46:14 main:574] : INFO : Epoch 1777 | loss: 0.0309965 | val_loss: 0.031318 | Time: 5681.97 ms [2021-01-20 14:46:19 main:574] : INFO : Epoch 1778 | loss: 0.0309937 | val_loss: 0.0313388 | Time: 5653.18 ms [2021-01-20 14:46:25 main:574] : INFO : Epoch 1779 | loss: 0.0310008 | val_loss: 0.0313208 | Time: 5809.12 ms [2021-01-20 14:46:31 main:574] : INFO : Epoch 1780 | loss: 0.0310023 | val_loss: 0.0313403 | Time: 5661.57 ms [2021-01-20 14:46:37 main:574] : INFO : Epoch 1781 | loss: 0.0309973 | val_loss: 0.0313374 | Time: 5672.61 ms [2021-01-20 14:46:42 main:574] : INFO : Epoch 1782 | loss: 0.0309985 | val_loss: 0.0313295 | Time: 5699.38 ms [2021-01-20 14:46:48 main:574] : INFO : Epoch 1783 | loss: 0.030992 | val_loss: 0.0313245 | Time: 5816.34 ms [2021-01-20 14:46:54 main:574] : INFO : Epoch 1784 | loss: 0.0309994 | val_loss: 0.0313356 | Time: 5699.03 ms [2021-01-20 14:47:00 main:574] : INFO : Epoch 1785 | loss: 0.031001 | val_loss: 0.0312929 | Time: 5683.59 ms [2021-01-20 14:47:06 main:574] : INFO : Epoch 1786 | loss: 0.0310093 | val_loss: 0.0313073 | Time: 5765.25 ms [2021-01-20 14:47:11 main:574] : INFO : Epoch 1787 | loss: 0.0310028 | val_loss: 0.0313272 | Time: 5754.16 ms [2021-01-20 14:47:17 main:574] : INFO : Epoch 1788 | loss: 0.0310058 | val_loss: 0.0313063 | Time: 5665.97 ms [2021-01-20 14:47:23 main:574] : INFO : Epoch 1789 | loss: 0.031 | val_loss: 0.0313119 | Time: 5657.78 ms [2021-01-20 14:47:29 main:574] : INFO : Epoch 1790 | loss: 0.0309967 | val_loss: 0.0313413 | Time: 5668.19 ms [2021-01-20 14:47:35 main:574] : INFO : Epoch 1791 | loss: 0.0309953 | val_loss: 0.0313094 | Time: 5794.47 ms [2021-01-20 14:47:40 main:574] : INFO : Epoch 1792 | loss: 0.0309987 | val_loss: 0.0313372 | Time: 5768.68 ms [2021-01-20 14:47:46 main:574] : INFO : Epoch 1793 | loss: 0.0310002 | val_loss: 0.0313273 | Time: 5668.41 ms [2021-01-20 14:47:52 main:574] : INFO : Epoch 1794 | loss: 0.0310023 | val_loss: 0.0313538 | Time: 5695.32 ms [2021-01-20 14:47:58 main:574] : INFO : Epoch 1795 | loss: 0.0310118 | val_loss: 0.0313269 | Time: 5666.88 ms [2021-01-20 14:48:03 main:574] : INFO : Epoch 1796 | loss: 0.0310048 | val_loss: 0.0313736 | Time: 5693.76 ms [2021-01-20 14:48:09 main:574] : INFO : Epoch 1797 | loss: 0.0309973 | val_loss: 0.0313482 | Time: 5690.37 ms [2021-01-20 14:48:15 main:574] : INFO : Epoch 1798 | loss: 0.0309993 | val_loss: 0.0313328 | Time: 5671.83 ms [2021-01-20 14:48:21 main:574] : INFO : Epoch 1799 | loss: 0.0309975 | val_loss: 0.031325 | Time: 5665.28 ms [2021-01-20 14:48:26 main:574] : INFO : Epoch 1800 | loss: 0.0309988 | val_loss: 0.0313098 | Time: 5715.69 ms [2021-01-20 14:48:32 main:574] : INFO : Epoch 1801 | loss: 0.0310027 | val_loss: 0.031348 | Time: 5675.8 ms [2021-01-20 14:48:38 main:574] : INFO : Epoch 1802 | loss: 0.0310002 | val_loss: 0.0313609 | Time: 5732.64 ms [2021-01-20 14:48:44 main:574] : INFO : Epoch 1803 | loss: 0.0310014 | val_loss: 0.0313018 | Time: 5747.23 ms [2021-01-20 14:48:49 main:574] : INFO : Epoch 1804 | loss: 0.0310044 | val_loss: 0.0313297 | Time: 5696.56 ms [2021-01-20 14:48:55 main:574] : INFO : Epoch 1805 | loss: 0.0309959 | val_loss: 0.0313428 | Time: 5731.61 ms [2021-01-20 14:49:01 main:574] : INFO : Epoch 1806 | loss: 0.0309945 | val_loss: 0.0313013 | Time: 5760.79 ms [2021-01-20 14:49:07 main:574] : INFO : Epoch 1807 | loss: 0.0310021 | val_loss: 0.0312951 | Time: 5771.38 ms [2021-01-20 14:49:12 main:574] : INFO : Epoch 1808 | loss: 0.0310071 | val_loss: 0.0313195 | Time: 5655.86 ms [2021-01-20 14:49:18 main:574] : INFO : Epoch 1809 | loss: 0.0310061 | val_loss: 0.0313189 | Time: 5689.68 ms [2021-01-20 14:49:24 main:574] : INFO : Epoch 1810 | loss: 0.0309999 | val_loss: 0.0313477 | Time: 5719.41 ms [2021-01-20 14:49:30 main:574] : INFO : Epoch 1811 | loss: 0.031002 | val_loss: 0.0313252 | Time: 5654.02 ms [2021-01-20 14:49:35 main:574] : INFO : Epoch 1812 | loss: 0.0309947 | val_loss: 0.0313392 | Time: 5709.24 ms [2021-01-20 14:49:41 main:574] : INFO : Epoch 1813 | loss: 0.0309954 | val_loss: 0.0313144 | Time: 5732.99 ms [2021-01-20 14:49:47 main:574] : INFO : Epoch 1814 | loss: 0.0309927 | val_loss: 0.0313182 | Time: 5694.29 ms [2021-01-20 14:49:53 main:574] : INFO : Epoch 1815 | loss: 0.0310107 | val_loss: 0.0313239 | Time: 5687.19 ms [2021-01-20 14:49:58 main:574] : INFO : Epoch 1816 | loss: 0.0310047 | val_loss: 0.031304 | Time: 5671.92 ms [2021-01-20 14:50:04 main:574] : INFO : Epoch 1817 | loss: 0.0310025 | val_loss: 0.0313235 | Time: 5771.06 ms [2021-01-20 14:50:10 main:574] : INFO : Epoch 1818 | loss: 0.0309976 | val_loss: 0.031329 | Time: 5655.14 ms [2021-01-20 14:50:16 main:574] : INFO : Epoch 1819 | loss: 0.0309945 | val_loss: 0.0313169 | Time: 5773.64 ms [2021-01-20 14:50:22 main:574] : INFO : Epoch 1820 | loss: 0.031 | val_loss: 0.0313557 | Time: 5739.46 ms [2021-01-20 14:50:27 main:574] : INFO : Epoch 1821 | loss: 0.0310004 | val_loss: 0.0313343 | Time: 5658.27 ms [2021-01-20 14:50:33 main:574] : INFO : Epoch 1822 | loss: 0.0310024 | val_loss: 0.0313002 | Time: 5669.4 ms [2021-01-20 14:50:39 main:574] : INFO : Epoch 1823 | loss: 0.0310029 | val_loss: 0.0313259 | Time: 5671.98 ms [2021-01-20 14:50:44 main:574] : INFO : Epoch 1824 | loss: 0.0309939 | val_loss: 0.0313176 | Time: 5682.86 ms [2021-01-20 14:50:50 main:574] : INFO : Epoch 1825 | loss: 0.0310038 | val_loss: 0.0313051 | Time: 5716.36 ms [2021-01-20 14:50:56 main:574] : INFO : Epoch 1826 | loss: 0.0310048 | val_loss: 0.0313108 | Time: 5660.65 ms [2021-01-20 14:51:02 main:574] : INFO : Epoch 1827 | loss: 0.0310118 | val_loss: 0.0313336 | Time: 5669.18 ms [2021-01-20 14:51:07 main:574] : INFO : Epoch 1828 | loss: 0.0310093 | val_loss: 0.0313764 | Time: 5662.96 ms [2021-01-20 14:51:13 main:574] : INFO : Epoch 1829 | loss: 0.031023 | val_loss: 0.03133 | Time: 5654.78 ms [2021-01-20 14:51:19 main:574] : INFO : Epoch 1830 | loss: 0.0310018 | val_loss: 0.0313276 | Time: 5735.58 ms [2021-01-20 14:51:25 main:574] : INFO : Epoch 1831 | loss: 0.0309982 | val_loss: 0.0313388 | Time: 5680.48 ms [2021-01-20 14:51:30 main:574] : INFO : Epoch 1832 | loss: 0.0309996 | val_loss: 0.0313296 | Time: 5674.44 ms [2021-01-20 14:51:36 main:574] : INFO : Epoch 1833 | loss: 0.0309937 | val_loss: 0.031327 | Time: 5765.29 ms [2021-01-20 14:51:42 main:574] : INFO : Epoch 1834 | loss: 0.0309968 | val_loss: 0.0313379 | Time: 5663.34 ms [2021-01-20 14:51:48 main:574] : INFO : Epoch 1835 | loss: 0.0309932 | val_loss: 0.0313407 | Time: 5675.87 ms [2021-01-20 14:51:53 main:574] : INFO : Epoch 1836 | loss: 0.0309954 | val_loss: 0.031315 | Time: 5703.44 ms [2021-01-20 14:51:59 main:574] : INFO : Epoch 1837 | loss: 0.0310006 | val_loss: 0.0313388 | Time: 5658.87 ms [2021-01-20 14:52:05 main:574] : INFO : Epoch 1838 | loss: 0.0309939 | val_loss: 0.0313219 | Time: 5681.56 ms [2021-01-20 14:52:10 main:574] : INFO : Epoch 1839 | loss: 0.0309997 | val_loss: 0.0313316 | Time: 5701.93 ms [2021-01-20 14:52:16 main:574] : INFO : Epoch 1840 | loss: 0.0309922 | val_loss: 0.0313032 | Time: 5762.61 ms [2021-01-20 14:52:22 main:574] : INFO : Epoch 1841 | loss: 0.0309995 | val_loss: 0.0313122 | Time: 5671.3 ms [2021-01-20 14:52:28 main:574] : INFO : Epoch 1842 | loss: 0.0310008 | val_loss: 0.031326 | Time: 5690.99 ms [2021-01-20 14:52:33 main:574] : INFO : Epoch 1843 | loss: 0.0309957 | val_loss: 0.0313126 | Time: 5667.97 ms [2021-01-20 14:52:39 main:574] : INFO : Epoch 1844 | loss: 0.030997 | val_loss: 0.0313328 | Time: 5684.52 ms [2021-01-20 14:52:45 main:574] : INFO : Epoch 1845 | loss: 0.0309962 | val_loss: 0.0313339 | Time: 5676.64 ms [2021-01-20 14:52:51 main:574] : INFO : Epoch 1846 | loss: 0.0310014 | val_loss: 0.0313085 | Time: 5662.23 ms [2021-01-20 14:52:56 main:574] : INFO : Epoch 1847 | loss: 0.0309967 | val_loss: 0.0313376 | Time: 5658.68 ms [2021-01-20 14:53:02 main:574] : INFO : Epoch 1848 | loss: 0.0310062 | val_loss: 0.0313036 | Time: 5670.27 ms [2021-01-20 14:53:08 main:574] : INFO : Epoch 1849 | loss: 0.0309979 | val_loss: 0.0313104 | Time: 5656.48 ms [2021-01-20 14:53:14 main:574] : INFO : Epoch 1850 | loss: 0.0309978 | val_loss: 0.0313124 | Time: 5686.53 ms [2021-01-20 14:53:19 main:574] : INFO : Epoch 1851 | loss: 0.0309984 | val_loss: 0.0313192 | Time: 5656.1 ms [2021-01-20 14:53:25 main:574] : INFO : Epoch 1852 | loss: 0.0309948 | val_loss: 0.0313204 | Time: 5786.3 ms [2021-01-20 14:53:31 main:574] : INFO : Epoch 1853 | loss: 0.0309956 | val_loss: 0.0313085 | Time: 5794.38 ms [2021-01-20 14:53:37 main:574] : INFO : Epoch 1854 | loss: 0.0310063 | val_loss: 0.0313237 | Time: 5731.34 ms [2021-01-20 14:53:43 main:574] : INFO : Epoch 1855 | loss: 0.0310104 | val_loss: 0.0313028 | Time: 5661.94 ms [2021-01-20 14:53:48 main:574] : INFO : Epoch 1856 | loss: 0.0310008 | val_loss: 0.0313179 | Time: 5755.91 ms [2021-01-20 14:53:54 main:574] : INFO : Epoch 1857 | loss: 0.0309968 | val_loss: 0.0313361 | Time: 5664.73 ms [2021-01-20 14:54:00 main:574] : INFO : Epoch 1858 | loss: 0.0309972 | val_loss: 0.0313256 | Time: 5711.57 ms [2021-01-20 14:54:06 main:574] : INFO : Epoch 1859 | loss: 0.0309913 | val_loss: 0.0313401 | Time: 5662.56 ms [2021-01-20 14:54:11 main:574] : INFO : Epoch 1860 | loss: 0.0309937 | val_loss: 0.0313377 | Time: 5684.04 ms [2021-01-20 14:54:17 main:574] : INFO : Epoch 1861 | loss: 0.0310038 | val_loss: 0.0313272 | Time: 5715.76 ms [2021-01-20 14:54:23 main:574] : INFO : Epoch 1862 | loss: 0.0310065 | val_loss: 0.0313296 | Time: 5702.13 ms [2021-01-20 14:54:29 main:574] : INFO : Epoch 1863 | loss: 0.0309982 | val_loss: 0.0313226 | Time: 5707.09 ms [2021-01-20 14:54:34 main:574] : INFO : Epoch 1864 | loss: 0.0309992 | val_loss: 0.0313086 | Time: 5679.67 ms [2021-01-20 14:54:40 main:574] : INFO : Epoch 1865 | loss: 0.031007 | val_loss: 0.031309 | Time: 5781.04 ms [2021-01-20 14:54:46 main:574] : INFO : Epoch 1866 | loss: 0.0310057 | val_loss: 0.0312886 | Time: 5678.1 ms [2021-01-20 14:54:52 main:574] : INFO : Epoch 1867 | loss: 0.0310027 | val_loss: 0.0313199 | Time: 5709.06 ms [2021-01-20 14:54:58 main:574] : INFO : Epoch 1868 | loss: 0.030997 | val_loss: 0.0313241 | Time: 5780.06 ms [2021-01-20 14:55:03 main:574] : INFO : Epoch 1869 | loss: 0.031002 | val_loss: 0.0313093 | Time: 5685.58 ms [2021-01-20 14:55:09 main:574] : INFO : Epoch 1870 | loss: 0.0310085 | val_loss: 0.0312894 | Time: 5734.01 ms [2021-01-20 14:55:15 main:574] : INFO : Epoch 1871 | loss: 0.0310057 | val_loss: 0.0313536 | Time: 5706.86 ms [2021-01-20 14:55:21 main:574] : INFO : Epoch 1872 | loss: 0.0310038 | val_loss: 0.0312931 | Time: 5650.46 ms [2021-01-20 14:55:27 main:574] : INFO : Epoch 1873 | loss: 0.031002 | val_loss: 0.0313352 | Time: 5656.12 ms [2021-01-20 14:55:32 main:574] : INFO : Epoch 1874 | loss: 0.0310034 | val_loss: 0.0313246 | Time: 5683.13 ms [2021-01-20 14:55:38 main:574] : INFO : Epoch 1875 | loss: 0.031009 | val_loss: 0.0313154 | Time: 5688.34 ms [2021-01-20 14:55:44 main:574] : INFO : Epoch 1876 | loss: 0.0309966 | val_loss: 0.0313506 | Time: 5768.57 ms [2021-01-20 14:55:50 main:574] : INFO : Epoch 1877 | loss: 0.0309951 | val_loss: 0.0313456 | Time: 5783.02 ms [2021-01-20 14:55:56 main:574] : INFO : Epoch 1878 | loss: 0.0309966 | val_loss: 0.0313137 | Time: 5692.82 ms [2021-01-20 14:56:01 main:574] : INFO : Epoch 1879 | loss: 0.0309969 | val_loss: 0.0313103 | Time: 5661.8 ms [2021-01-20 14:56:07 main:574] : INFO : Epoch 1880 | loss: 0.0310079 | val_loss: 0.0313207 | Time: 5747.62 ms [2021-01-20 14:56:13 main:574] : INFO : Epoch 1881 | loss: 0.0309997 | val_loss: 0.0313252 | Time: 5663.79 ms [2021-01-20 14:56:19 main:574] : INFO : Epoch 1882 | loss: 0.0309957 | val_loss: 0.0313008 | Time: 5710.8 ms [2021-01-20 14:56:24 main:574] : INFO : Epoch 1883 | loss: 0.0309928 | val_loss: 0.031336 | Time: 5693.35 ms [2021-01-20 14:56:30 main:574] : INFO : Epoch 1884 | loss: 0.0309963 | val_loss: 0.0313084 | Time: 5708.7 ms [2021-01-20 14:56:36 main:574] : INFO : Epoch 1885 | loss: 0.0310033 | val_loss: 0.0313563 | Time: 5756.26 ms [2021-01-20 14:56:42 main:574] : INFO : Epoch 1886 | loss: 0.0309925 | val_loss: 0.0313291 | Time: 5683.27 ms [2021-01-20 14:56:47 main:574] : INFO : Epoch 1887 | loss: 0.0309961 | val_loss: 0.0313325 | Time: 5673.75 ms [2021-01-20 14:56:53 main:574] : INFO : Epoch 1888 | loss: 0.0310025 | val_loss: 0.031336 | Time: 5676.2 ms [2021-01-20 14:56:59 main:574] : INFO : Epoch 1889 | loss: 0.0310032 | val_loss: 0.031312 | Time: 5654.35 ms [2021-01-20 14:57:05 main:574] : INFO : Epoch 1890 | loss: 0.0309966 | val_loss: 0.0313649 | Time: 5704.14 ms [2021-01-20 14:57:10 main:574] : INFO : Epoch 1891 | loss: 0.030993 | val_loss: 0.031329 | Time: 5658.46 ms [2021-01-20 14:57:16 main:574] : INFO : Epoch 1892 | loss: 0.0309999 | val_loss: 0.0313199 | Time: 5655.61 ms [2021-01-20 14:57:22 main:574] : INFO : Epoch 1893 | loss: 0.030995 | val_loss: 0.0313365 | Time: 5658.1 ms [2021-01-20 14:57:27 main:574] : INFO : Epoch 1894 | loss: 0.0310007 | val_loss: 0.0313293 | Time: 5736.1 ms [2021-01-20 14:57:33 main:574] : INFO : Epoch 1895 | loss: 0.0309925 | val_loss: 0.0313137 | Time: 5663.03 ms [2021-01-20 14:57:39 main:574] : INFO : Epoch 1896 | loss: 0.0309953 | val_loss: 0.0313021 | Time: 5707.48 ms [2021-01-20 14:57:45 main:574] : INFO : Epoch 1897 | loss: 0.0309946 | val_loss: 0.0313087 | Time: 5716.84 ms [2021-01-20 14:57:51 main:574] : INFO : Epoch 1898 | loss: 0.0309963 | val_loss: 0.0313109 | Time: 5783.07 ms [2021-01-20 14:57:56 main:574] : INFO : Epoch 1899 | loss: 0.0309986 | val_loss: 0.0312961 | Time: 5723.25 ms [2021-01-20 14:58:02 main:574] : INFO : Epoch 1900 | loss: 0.0310033 | val_loss: 0.0313198 | Time: 5662.97 ms [2021-01-20 14:58:08 main:574] : INFO : Epoch 1901 | loss: 0.0310112 | val_loss: 0.0313129 | Time: 5730.86 ms [2021-01-20 14:58:14 main:574] : INFO : Epoch 1902 | loss: 0.0310039 | val_loss: 0.0313333 | Time: 5676.51 ms [2021-01-20 14:58:19 main:574] : INFO : Epoch 1903 | loss: 0.0309979 | val_loss: 0.0313354 | Time: 5664.73 ms [2021-01-20 14:58:25 main:574] : INFO : Epoch 1904 | loss: 0.0309991 | val_loss: 0.0313391 | Time: 5727.84 ms [2021-01-20 14:58:31 main:574] : INFO : Epoch 1905 | loss: 0.0309958 | val_loss: 0.0312985 | Time: 5789.4 ms [2021-01-20 14:58:37 main:574] : INFO : Epoch 1906 | loss: 0.0309951 | val_loss: 0.0313154 | Time: 5727.69 ms [2021-01-20 14:58:42 main:574] : INFO : Epoch 1907 | loss: 0.0310017 | val_loss: 0.0313317 | Time: 5697.45 ms [2021-01-20 14:58:48 main:574] : INFO : Epoch 1908 | loss: 0.0310048 | val_loss: 0.0313092 | Time: 5696.7 ms [2021-01-20 14:58:54 main:574] : INFO : Epoch 1909 | loss: 0.030998 | val_loss: 0.0313167 | Time: 5731.82 ms [2021-01-20 14:59:00 main:574] : INFO : Epoch 1910 | loss: 0.0309925 | val_loss: 0.0313215 | Time: 5703.68 ms [2021-01-20 14:59:06 main:574] : INFO : Epoch 1911 | loss: 0.0310002 | val_loss: 0.0313149 | Time: 5737.43 ms [2021-01-20 14:59:11 main:574] : INFO : Epoch 1912 | loss: 0.031003 | val_loss: 0.0313024 | Time: 5681.16 ms [2021-01-20 14:59:17 main:574] : INFO : Epoch 1913 | loss: 0.0310097 | val_loss: 0.0313174 | Time: 5666.23 ms [2021-01-20 14:59:23 main:574] : INFO : Epoch 1914 | loss: 0.0310005 | val_loss: 0.0312976 | Time: 5721.66 ms [2021-01-20 14:59:29 main:574] : INFO : Epoch 1915 | loss: 0.0310039 | val_loss: 0.0313332 | Time: 5751.31 ms [2021-01-20 14:59:34 main:574] : INFO : Epoch 1916 | loss: 0.0309995 | val_loss: 0.0313257 | Time: 5725.78 ms [2021-01-20 14:59:40 main:574] : INFO : Epoch 1917 | loss: 0.0309986 | val_loss: 0.0313359 | Time: 5775.99 ms [2021-01-20 14:59:46 main:574] : INFO : Epoch 1918 | loss: 0.030999 | val_loss: 0.031339 | Time: 5724.98 ms [2021-01-20 14:59:52 main:574] : INFO : Epoch 1919 | loss: 0.0310101 | val_loss: 0.0313165 | Time: 5703.38 ms [2021-01-20 14:59:58 main:574] : INFO : Epoch 1920 | loss: 0.0309991 | val_loss: 0.0313127 | Time: 5658.6 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2021-01-20 21:03:01 main:435] : INFO : Set logging level to 1 [2021-01-20 21:03:01 main:441] : INFO : Running in BOINC Client mode [2021-01-20 21:03:01 main:444] : INFO : Resolving all filenames [2021-01-20 21:03:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-20 21:03:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611092108-22059-0_0_r837930030_1 (exists = 1) [2021-01-20 21:03:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611092108-22059-0_0_r837930030_0 (exists = 0) [2021-01-20 21:03:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-01-20 21:03:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-20 21:03:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-20 21:03:01 main:474] : INFO : Configuration: [2021-01-20 21:03:01 main:475] : INFO : Model type: GRU [2021-01-20 21:03:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-20 21:03:01 main:477] : INFO : Max Epochs: 2048 [2021-01-20 21:03:01 main:478] : INFO : Batch Size: 128 [2021-01-20 21:03:01 main:479] : INFO : Learning Rate: 0.01 [2021-01-20 21:03:01 main:480] : INFO : Patience: 10 [2021-01-20 21:03:01 main:481] : INFO : Hidden Width: 12 [2021-01-20 21:03:01 main:482] : INFO : # Recurrent Layers: 4 [2021-01-20 21:03:01 main:483] : INFO : # Backend Layers: 4 [2021-01-20 21:03:01 main:484] : INFO : # Threads: 1 [2021-01-20 21:03:01 main:486] : INFO : Preparing Dataset [2021-01-20 21:03:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-20 21:03:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-20 21:03:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-20 21:03:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-20 21:03:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-20 21:03:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-20 21:03:21 main:494] : INFO : Creating Model [2021-01-20 21:03:21 main:507] : INFO : Preparing config file [2021-01-20 21:03:21 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-20 21:03:21 main:512] : INFO : Loading config [2021-01-20 21:03:21 main:514] : INFO : Loading state [2021-01-20 21:03:22 main:559] : INFO : Loading DataLoader into Memory [2021-01-20 21:03:22 main:562] : INFO : Starting Training [2021-01-20 21:03:32 main:574] : INFO : Epoch 1820 | loss: 0.0311282 | val_loss: 0.0312519 | Time: 9542.24 ms [2021-01-20 21:03:38 main:574] : INFO : Epoch 1821 | loss: 0.0310597 | val_loss: 0.0312839 | Time: 5672.05 ms [2021-01-20 21:03:43 main:574] : INFO : Epoch 1822 | loss: 0.0310231 | val_loss: 0.0313285 | Time: 5666.87 ms [2021-01-20 21:03:49 main:574] : INFO : Epoch 1823 | loss: 0.0310053 | val_loss: 0.0313255 | Time: 5657.54 ms [2021-01-20 21:03:55 main:574] : INFO : Epoch 1824 | loss: 0.0310079 | val_loss: 0.0313195 | Time: 5653.29 ms [2021-01-20 21:04:01 main:574] : INFO : Epoch 1825 | loss: 0.0310089 | val_loss: 0.0313196 | Time: 5677.63 ms [2021-01-20 21:04:06 main:574] : INFO : Epoch 1826 | loss: 0.0310046 | val_loss: 0.0313514 | Time: 5679.42 ms [2021-01-20 21:04:12 main:574] : INFO : Epoch 1827 | loss: 0.0310054 | val_loss: 0.0312926 | Time: 5682.28 ms [2021-01-20 21:04:18 main:574] : INFO : Epoch 1828 | loss: 0.0309992 | val_loss: 0.0313253 | Time: 5825.3 ms [2021-01-20 21:04:24 main:574] : INFO : Epoch 1829 | loss: 0.030996 | val_loss: 0.0313282 | Time: 5681.68 ms [2021-01-20 21:04:29 main:574] : INFO : Epoch 1830 | loss: 0.0310036 | val_loss: 0.0313104 | Time: 5720.52 ms [2021-01-20 21:04:35 main:574] : INFO : Epoch 1831 | loss: 0.0310077 | val_loss: 0.0313121 | Time: 5658.6 ms [2021-01-20 21:04:41 main:574] : INFO : Epoch 1832 | loss: 0.031007 | val_loss: 0.0313052 | Time: 5658.05 ms [2021-01-20 21:04:47 main:574] : INFO : Epoch 1833 | loss: 0.0310003 | val_loss: 0.0313247 | Time: 5698.4 ms [2021-01-20 21:04:52 main:574] : INFO : Epoch 1834 | loss: 0.0310052 | val_loss: 0.0312949 | Time: 5739.53 ms [2021-01-20 21:04:58 main:574] : INFO : Epoch 1835 | loss: 0.0310029 | val_loss: 0.031301 | Time: 5658.05 ms [2021-01-20 21:05:04 main:574] : INFO : Epoch 1836 | loss: 0.031002 | val_loss: 0.0313047 | Time: 5653.54 ms [2021-01-20 21:05:09 main:574] : INFO : Epoch 1837 | loss: 0.0310119 | val_loss: 0.0313314 | Time: 5653.8 ms [2021-01-20 21:05:15 main:574] : INFO : Epoch 1838 | loss: 0.0310259 | val_loss: 0.0312775 | Time: 5728.75 ms [2021-01-20 21:05:21 main:574] : INFO : Epoch 1839 | loss: 0.0310232 | val_loss: 0.0312867 | Time: 5683.82 ms [2021-01-20 21:05:27 main:574] : INFO : Epoch 1840 | loss: 0.0310098 | val_loss: 0.0313136 | Time: 5726.08 ms [2021-01-20 21:05:32 main:574] : INFO : Epoch 1841 | loss: 0.030998 | val_loss: 0.0313409 | Time: 5667.66 ms [2021-01-20 21:05:38 main:574] : INFO : Epoch 1842 | loss: 0.0310033 | val_loss: 0.0313233 | Time: 5699.33 ms [2021-01-20 21:05:44 main:574] : INFO : Epoch 1843 | loss: 0.0310018 | val_loss: 0.0313073 | Time: 5697.31 ms [2021-01-20 21:05:50 main:574] : INFO : Epoch 1844 | loss: 0.0309972 | val_loss: 0.0313355 | Time: 5652.16 ms [2021-01-20 21:05:55 main:574] : INFO : Epoch 1845 | loss: 0.0309919 | val_loss: 0.0313358 | Time: 5693.82 ms [2021-01-20 21:06:01 main:574] : INFO : Epoch 1846 | loss: 0.031003 | val_loss: 0.0313096 | Time: 5704.54 ms [2021-01-20 21:06:07 main:574] : INFO : Epoch 1847 | loss: 0.0309996 | val_loss: 0.0313386 | Time: 5689.19 ms [2021-01-20 21:06:13 main:574] : INFO : Epoch 1848 | loss: 0.0309955 | val_loss: 0.0313248 | Time: 5658.98 ms [2021-01-20 21:06:18 main:574] : INFO : Epoch 1849 | loss: 0.0310066 | val_loss: 0.0313091 | Time: 5678.57 ms [2021-01-20 21:06:24 main:574] : INFO : Epoch 1850 | loss: 0.031004 | val_loss: 0.0312983 | Time: 5675.4 ms [2021-01-20 21:06:30 main:574] : INFO : Epoch 1851 | loss: 0.0310007 | val_loss: 0.0313238 | Time: 5765.36 ms [2021-01-20 21:06:36 main:574] : INFO : Epoch 1852 | loss: 0.0309959 | val_loss: 0.0313043 | Time: 5696.96 ms [2021-01-20 21:06:41 main:574] : INFO : Epoch 1853 | loss: 0.0310011 | val_loss: 0.0313159 | Time: 5675.15 ms [2021-01-20 21:06:47 main:574] : INFO : Epoch 1854 | loss: 0.0309982 | val_loss: 0.0313028 | Time: 5653.08 ms [2021-01-20 21:06:53 main:574] : INFO : Epoch 1855 | loss: 0.0310062 | val_loss: 0.0312931 | Time: 5658.22 ms [2021-01-20 21:06:58 main:574] : INFO : Epoch 1856 | loss: 0.0310044 | val_loss: 0.0313262 | Time: 5706.86 ms [2021-01-20 21:07:04 main:574] : INFO : Epoch 1857 | loss: 0.0310027 | val_loss: 0.0313164 | Time: 5738.94 ms [2021-01-20 21:07:10 main:574] : INFO : Epoch 1858 | loss: 0.0309997 | val_loss: 0.0313128 | Time: 5680.23 ms [2021-01-20 21:07:16 main:574] : INFO : Epoch 1859 | loss: 0.0310014 | val_loss: 0.0313103 | Time: 5692.34 ms [2021-01-20 21:07:21 main:574] : INFO : Epoch 1860 | loss: 0.031002 | val_loss: 0.031305 | Time: 5683.16 ms [2021-01-20 21:07:27 main:574] : INFO : Epoch 1861 | loss: 0.0310001 | val_loss: 0.0313026 | Time: 5654.32 ms [2021-01-20 21:07:33 main:574] : INFO : Epoch 1862 | loss: 0.0310088 | val_loss: 0.031321 | Time: 5660.51 ms [2021-01-20 21:07:39 main:574] : INFO : Epoch 1863 | loss: 0.0310008 | val_loss: 0.0313476 | Time: 5658.36 ms [2021-01-20 21:07:44 main:574] : INFO : Epoch 1864 | loss: 0.031004 | val_loss: 0.0313078 | Time: 5715.44 ms [2021-01-20 21:07:50 main:574] : INFO : Epoch 1865 | loss: 0.0309983 | val_loss: 0.0313401 | Time: 5660.98 ms [2021-01-20 21:07:56 main:574] : INFO : Epoch 1866 | loss: 0.0309961 | val_loss: 0.0313151 | Time: 5660.65 ms [2021-01-20 21:08:02 main:574] : INFO : Epoch 1867 | loss: 0.0309968 | val_loss: 0.0313094 | Time: 5762.6 ms [2021-01-20 21:08:07 main:574] : INFO : Epoch 1868 | loss: 0.0309993 | val_loss: 0.0313266 | Time: 5671.62 ms [2021-01-20 21:08:13 main:574] : INFO : Epoch 1869 | loss: 0.0309952 | val_loss: 0.0312854 | Time: 5669.67 ms [2021-01-20 21:08:19 main:574] : INFO : Epoch 1870 | loss: 0.0310053 | val_loss: 0.0313415 | Time: 5722.69 ms [2021-01-20 21:08:25 main:574] : INFO : Epoch 1871 | loss: 0.0310132 | val_loss: 0.0313103 | Time: 5715.28 ms [2021-01-20 21:08:30 main:574] : INFO : Epoch 1872 | loss: 0.0310027 | val_loss: 0.0312825 | Time: 5654.58 ms [2021-01-20 21:08:36 main:574] : INFO : Epoch 1873 | loss: 0.0310001 | val_loss: 0.0312912 | Time: 5739.28 ms [2021-01-20 21:08:42 main:574] : INFO : Epoch 1874 | loss: 0.0310047 | val_loss: 0.0313269 | Time: 5665.25 ms [2021-01-20 21:08:48 main:574] : INFO : Epoch 1875 | loss: 0.0310068 | val_loss: 0.0313137 | Time: 5698.19 ms [2021-01-20 21:08:53 main:574] : INFO : Epoch 1876 | loss: 0.0310023 | val_loss: 0.031349 | Time: 5732.88 ms [2021-01-20 21:08:59 main:574] : INFO : Epoch 1877 | loss: 0.031 | val_loss: 0.0312884 | Time: 5659.2 ms [2021-01-20 21:09:05 main:574] : INFO : Epoch 1878 | loss: 0.0310027 | val_loss: 0.0313305 | Time: 5680.23 ms [2021-01-20 21:09:10 main:574] : INFO : Epoch 1879 | loss: 0.0309911 | val_loss: 0.0312994 | Time: 5688.48 ms [2021-01-20 21:09:16 main:574] : INFO : Epoch 1880 | loss: 0.0310053 | val_loss: 0.0313287 | Time: 5723.57 ms [2021-01-20 21:09:22 main:574] : INFO : Epoch 1881 | loss: 0.0310039 | val_loss: 0.031319 | Time: 5692.56 ms [2021-01-20 21:09:28 main:574] : INFO : Epoch 1882 | loss: 0.0309944 | val_loss: 0.0313125 | Time: 5690.79 ms [2021-01-20 21:09:33 main:574] : INFO : Epoch 1883 | loss: 0.0309933 | val_loss: 0.0313241 | Time: 5679.33 ms [2021-01-20 21:09:39 main:574] : INFO : Epoch 1884 | loss: 0.0310013 | val_loss: 0.0313183 | Time: 5661.02 ms [2021-01-20 21:09:45 main:574] : INFO : Epoch 1885 | loss: 0.0310072 | val_loss: 0.0312958 | Time: 5735.11 ms [2021-01-20 21:09:51 main:574] : INFO : Epoch 1886 | loss: 0.0310091 | val_loss: 0.0313073 | Time: 5752.03 ms [2021-01-20 21:09:56 main:574] : INFO : Epoch 1887 | loss: 0.0310055 | val_loss: 0.0313014 | Time: 5661.72 ms [2021-01-20 21:10:02 main:574] : INFO : Epoch 1888 | loss: 0.0309986 | val_loss: 0.0313017 | Time: 5672.08 ms [2021-01-20 21:10:08 main:574] : INFO : Epoch 1889 | loss: 0.0309983 | val_loss: 0.0313387 | Time: 5698.05 ms [2021-01-20 21:10:14 main:574] : INFO : Epoch 1890 | loss: 0.0310014 | val_loss: 0.0313236 | Time: 5730.03 ms [2021-01-20 21:10:19 main:574] : INFO : Epoch 1891 | loss: 0.0309981 | val_loss: 0.031311 | Time: 5701.55 ms [2021-01-20 21:10:25 main:574] : INFO : Epoch 1892 | loss: 0.0310024 | val_loss: 0.0313217 | Time: 5716.51 ms [2021-01-20 21:10:31 main:574] : INFO : Epoch 1893 | loss: 0.0310009 | val_loss: 0.0313352 | Time: 5660.35 ms [2021-01-20 21:10:37 main:574] : INFO : Epoch 1894 | loss: 0.0309994 | val_loss: 0.03134 | Time: 5709.03 ms [2021-01-20 21:10:42 main:574] : INFO : Epoch 1895 | loss: 0.0310034 | val_loss: 0.0313382 | Time: 5716.73 ms [2021-01-20 21:10:48 main:574] : INFO : Epoch 1896 | loss: 0.0309937 | val_loss: 0.0313174 | Time: 5736.91 ms [2021-01-20 21:10:54 main:574] : INFO : Epoch 1897 | loss: 0.0309922 | val_loss: 0.0313474 | Time: 5763.93 ms [2021-01-20 21:11:00 main:574] : INFO : Epoch 1898 | loss: 0.0309955 | val_loss: 0.03133 | Time: 5722.13 ms [2021-01-20 21:11:06 main:574] : INFO : Epoch 1899 | loss: 0.0309966 | val_loss: 0.0313213 | Time: 5686.62 ms [2021-01-20 21:11:11 main:574] : INFO : Epoch 1900 | loss: 0.0310006 | val_loss: 0.0313041 | Time: 5720.81 ms [2021-01-20 21:11:17 main:574] : INFO : Epoch 1901 | loss: 0.0309957 | val_loss: 0.0313447 | Time: 5713.41 ms [2021-01-20 21:11:23 main:574] : INFO : Epoch 1902 | loss: 0.0309932 | val_loss: 0.0313352 | Time: 5701.73 ms [2021-01-20 21:11:29 main:574] : INFO : Epoch 1903 | loss: 0.0309949 | val_loss: 0.0313071 | Time: 5726.91 ms [2021-01-20 21:11:34 main:574] : INFO : Epoch 1904 | loss: 0.0309965 | val_loss: 0.0313299 | Time: 5713.68 ms [2021-01-20 21:11:40 main:574] : INFO : Epoch 1905 | loss: 0.0310009 | val_loss: 0.0313068 | Time: 5673.73 ms [2021-01-20 21:11:46 main:574] : INFO : Epoch 1906 | loss: 0.0310048 | val_loss: 0.0313223 | Time: 5706.07 ms [2021-01-20 21:11:52 main:574] : INFO : Epoch 1907 | loss: 0.0309982 | val_loss: 0.031316 | Time: 5746.07 ms [2021-01-20 21:11:57 main:574] : INFO : Epoch 1908 | loss: 0.0309978 | val_loss: 0.0313125 | Time: 5754.61 ms [2021-01-20 21:12:03 main:574] : INFO : Epoch 1909 | loss: 0.0310026 | val_loss: 0.0312991 | Time: 5737.56 ms [2021-01-20 21:12:09 main:574] : INFO : Epoch 1910 | loss: 0.0310054 | val_loss: 0.031325 | Time: 5701.53 ms [2021-01-20 21:12:15 main:574] : INFO : Epoch 1911 | loss: 0.0310081 | val_loss: 0.0313205 | Time: 5685.39 ms [2021-01-20 21:12:21 main:574] : INFO : Epoch 1912 | loss: 0.0309991 | val_loss: 0.0313095 | Time: 5797.86 ms [2021-01-20 21:12:26 main:574] : INFO : Epoch 1913 | loss: 0.0310065 | val_loss: 0.0313283 | Time: 5667.83 ms [2021-01-20 21:12:32 main:574] : INFO : Epoch 1914 | loss: 0.0310027 | val_loss: 0.0313375 | Time: 5724.29 ms [2021-01-20 21:12:38 main:574] : INFO : Epoch 1915 | loss: 0.0310054 | val_loss: 0.0313382 | Time: 5769.45 ms [2021-01-20 21:12:44 main:574] : INFO : Epoch 1916 | loss: 0.031003 | val_loss: 0.0313066 | Time: 5653.05 ms [2021-01-20 21:12:49 main:574] : INFO : Epoch 1917 | loss: 0.0310015 | val_loss: 0.0313288 | Time: 5679.69 ms [2021-01-20 21:12:55 main:574] : INFO : Epoch 1918 | loss: 0.0310004 | val_loss: 0.0313378 | Time: 5658.81 ms [2021-01-20 21:13:01 main:574] : INFO : Epoch 1919 | loss: 0.0309998 | val_loss: 0.0313268 | Time: 5723.17 ms [2021-01-20 21:13:07 main:574] : INFO : Epoch 1920 | loss: 0.0310016 | val_loss: 0.031344 | Time: 5651.56 ms [2021-01-20 21:13:12 main:574] : INFO : Epoch 1921 | loss: 0.0309914 | val_loss: 0.0313033 | Time: 5696.07 ms [2021-01-20 21:13:18 main:574] : INFO : Epoch 1922 | loss: 0.0309998 | val_loss: 0.0313565 | Time: 5692.03 ms [2021-01-20 21:13:24 main:574] : INFO : Epoch 1923 | loss: 0.031001 | val_loss: 0.0313164 | Time: 5724.2 ms [2021-01-20 21:13:30 main:574] : INFO : Epoch 1924 | loss: 0.0309963 | val_loss: 0.0313216 | Time: 5660.09 ms [2021-01-20 21:13:35 main:574] : INFO : Epoch 1925 | loss: 0.0309988 | val_loss: 0.0313159 | Time: 5722.34 ms [2021-01-20 21:13:41 main:574] : INFO : Epoch 1926 | loss: 0.0310027 | val_loss: 0.0313318 | Time: 5665.64 ms [2021-01-20 21:13:47 main:574] : INFO : Epoch 1927 | loss: 0.0309949 | val_loss: 0.0313526 | Time: 5683.94 ms [2021-01-20 21:13:53 main:574] : INFO : Epoch 1928 | loss: 0.0309988 | val_loss: 0.0313376 | Time: 5738.64 ms [2021-01-20 21:13:58 main:574] : INFO : Epoch 1929 | loss: 0.0309983 | val_loss: 0.0313266 | Time: 5668.63 ms [2021-01-20 21:14:04 main:574] : INFO : Epoch 1930 | loss: 0.0310003 | val_loss: 0.0312873 | Time: 5802.2 ms [2021-01-20 21:14:10 main:574] : INFO : Epoch 1931 | loss: 0.0310228 | val_loss: 0.0313011 | Time: 5667.76 ms [2021-01-20 21:14:16 main:574] : INFO : Epoch 1932 | loss: 0.0310107 | val_loss: 0.0312971 | Time: 5650.78 ms [2021-01-20 21:14:21 main:574] : INFO : Epoch 1933 | loss: 0.0310144 | val_loss: 0.0313067 | Time: 5748.91 ms [2021-01-20 21:14:27 main:574] : INFO : Epoch 1934 | loss: 0.0310068 | val_loss: 0.0313286 | Time: 5687.11 ms [2021-01-20 21:14:33 main:574] : INFO : Epoch 1935 | loss: 0.0310011 | val_loss: 0.031296 | Time: 5702.04 ms [2021-01-20 21:14:39 main:574] : INFO : Epoch 1936 | loss: 0.030998 | val_loss: 0.0313229 | Time: 5657.96 ms [2021-01-20 21:14:44 main:574] : INFO : Epoch 1937 | loss: 0.0310037 | val_loss: 0.0313533 | Time: 5707.03 ms [2021-01-20 21:14:50 main:574] : INFO : Epoch 1938 | loss: 0.0310035 | val_loss: 0.0313287 | Time: 5656.01 ms [2021-01-20 21:14:56 main:574] : INFO : Epoch 1939 | loss: 0.0310033 | val_loss: 0.031357 | Time: 5668.49 ms [2021-01-20 21:15:02 main:574] : INFO : Epoch 1940 | loss: 0.0310012 | val_loss: 0.0313319 | Time: 5713.49 ms [2021-01-20 21:15:07 main:574] : INFO : Epoch 1941 | loss: 0.0309984 | val_loss: 0.0313093 | Time: 5663.17 ms [2021-01-20 21:15:13 main:574] : INFO : Epoch 1942 | loss: 0.0309927 | val_loss: 0.031316 | Time: 5655.54 ms [2021-01-20 21:15:19 main:574] : INFO : Epoch 1943 | loss: 0.0309939 | val_loss: 0.0313086 | Time: 5692.62 ms [2021-01-20 21:15:24 main:574] : INFO : Epoch 1944 | loss: 0.0310004 | val_loss: 0.0313425 | Time: 5753.44 ms [2021-01-20 21:15:30 main:574] : INFO : Epoch 1945 | loss: 0.0310056 | val_loss: 0.0313256 | Time: 5707.38 ms [2021-01-20 21:15:36 main:574] : INFO : Epoch 1946 | loss: 0.0310006 | val_loss: 0.0313807 | Time: 5650.76 ms [2021-01-20 21:15:42 main:574] : INFO : Epoch 1947 | loss: 0.0309965 | val_loss: 0.0313236 | Time: 5779.61 ms [2021-01-20 21:15:48 main:574] : INFO : Epoch 1948 | loss: 0.0309953 | val_loss: 0.0313502 | Time: 5703.51 ms [2021-01-20 21:15:53 main:574] : INFO : Epoch 1949 | loss: 0.0310018 | val_loss: 0.0312974 | Time: 5666.26 ms [2021-01-20 21:15:59 main:574] : INFO : Epoch 1950 | loss: 0.0309903 | val_loss: 0.0313398 | Time: 5678.99 ms [2021-01-20 21:16:05 main:574] : INFO : Epoch 1951 | loss: 0.030996 | val_loss: 0.0313265 | Time: 5751.39 ms [2021-01-20 21:16:11 main:574] : INFO : Epoch 1952 | loss: 0.0309923 | val_loss: 0.0313283 | Time: 5709.18 ms [2021-01-20 21:16:16 main:574] : INFO : Epoch 1953 | loss: 0.0309968 | val_loss: 0.0313165 | Time: 5668.19 ms [2021-01-20 21:16:22 main:574] : INFO : Epoch 1954 | loss: 0.0310047 | val_loss: 0.0313107 | Time: 5756.41 ms [2021-01-20 21:16:28 main:574] : INFO : Epoch 1955 | loss: 0.0309996 | val_loss: 0.0313244 | Time: 5683.6 ms [2021-01-20 21:16:33 main:574] : INFO : Epoch 1956 | loss: 0.031002 | val_loss: 0.0313129 | Time: 5669.13 ms [2021-01-20 21:16:39 main:574] : INFO : Epoch 1957 | loss: 0.0310026 | val_loss: 0.0313138 | Time: 5656.97 ms [2021-01-20 21:16:45 main:574] : INFO : Epoch 1958 | loss: 0.0309967 | val_loss: 0.0313251 | Time: 5771.5 ms [2021-01-20 21:16:51 main:574] : INFO : Epoch 1959 | loss: 0.0309964 | val_loss: 0.0313207 | Time: 5664.94 ms [2021-01-20 21:16:56 main:574] : INFO : Epoch 1960 | loss: 0.0309936 | val_loss: 0.0313235 | Time: 5658.47 ms [2021-01-20 21:17:02 main:574] : INFO : Epoch 1961 | loss: 0.0309983 | val_loss: 0.0313264 | Time: 5657.67 ms [2021-01-20 21:17:08 main:574] : INFO : Epoch 1962 | loss: 0.0310008 | val_loss: 0.0313361 | Time: 5793.72 ms [2021-01-20 21:17:14 main:574] : INFO : Epoch 1963 | loss: 0.0309965 | val_loss: 0.0313391 | Time: 5663.68 ms [2021-01-20 21:17:19 main:574] : INFO : Epoch 1964 | loss: 0.0309942 | val_loss: 0.0313258 | Time: 5713.78 ms [2021-01-20 21:17:25 main:574] : INFO : Epoch 1965 | loss: 0.0309961 | val_loss: 0.0313215 | Time: 5687.39 ms [2021-01-20 21:17:31 main:574] : INFO : Epoch 1966 | loss: 0.0309969 | val_loss: 0.0313263 | Time: 5764.03 ms [2021-01-20 21:17:37 main:574] : INFO : Epoch 1967 | loss: 0.0309978 | val_loss: 0.0313213 | Time: 5750.22 ms [2021-01-20 21:17:42 main:574] : INFO : Epoch 1968 | loss: 0.0309948 | val_loss: 0.0313394 | Time: 5673.57 ms [2021-01-20 21:17:48 main:574] : INFO : Epoch 1969 | loss: 0.0310031 | val_loss: 0.0313201 | Time: 5692.21 ms [2021-01-20 21:17:54 main:574] : INFO : Epoch 1970 | loss: 0.031009 | val_loss: 0.0313304 | Time: 5679.6 ms [2021-01-20 21:18:00 main:574] : INFO : Epoch 1971 | loss: 0.031008 | val_loss: 0.0313237 | Time: 5722.52 ms [2021-01-20 21:18:05 main:574] : INFO : Epoch 1972 | loss: 0.0310032 | val_loss: 0.0313178 | Time: 5714.9 ms [2021-01-20 21:18:11 main:574] : INFO : Epoch 1973 | loss: 0.0310057 | val_loss: 0.0313404 | Time: 5650.63 ms [2021-01-20 21:18:17 main:574] : INFO : Epoch 1974 | loss: 0.0309996 | val_loss: 0.0312972 | Time: 5702.29 ms [2021-01-20 21:18:23 main:574] : INFO : Epoch 1975 | loss: 0.0309936 | val_loss: 0.0313403 | Time: 5654.35 ms [2021-01-20 21:18:28 main:574] : INFO : Epoch 1976 | loss: 0.0309959 | val_loss: 0.0313094 | Time: 5738.05 ms [2021-01-20 21:18:34 main:574] : INFO : Epoch 1977 | loss: 0.0309946 | val_loss: 0.031349 | Time: 5692 ms [2021-01-20 21:18:40 main:574] : INFO : Epoch 1978 | loss: 0.0309987 | val_loss: 0.0313263 | Time: 5707.01 ms [2021-01-20 21:18:46 main:574] : INFO : Epoch 1979 | loss: 0.030998 | val_loss: 0.0313241 | Time: 5666.81 ms [2021-01-20 21:18:51 main:574] : INFO : Epoch 1980 | loss: 0.0309999 | val_loss: 0.0313508 | Time: 5714.74 ms [2021-01-20 21:18:57 main:574] : INFO : Epoch 1981 | loss: 0.0310137 | val_loss: 0.0313083 | Time: 5656.94 ms [2021-01-20 21:19:03 main:574] : INFO : Epoch 1982 | loss: 0.0310123 | val_loss: 0.0312912 | Time: 5721.76 ms [2021-01-20 21:19:09 main:574] : INFO : Epoch 1983 | loss: 0.0310001 | val_loss: 0.0313161 | Time: 5694.06 ms [2021-01-20 21:19:14 main:574] : INFO : Epoch 1984 | loss: 0.0310012 | val_loss: 0.0313182 | Time: 5676.68 ms [2021-01-20 21:19:20 main:574] : INFO : Epoch 1985 | loss: 0.0310033 | val_loss: 0.0313137 | Time: 5662.08 ms [2021-01-20 21:19:26 main:574] : INFO : Epoch 1986 | loss: 0.0310072 | val_loss: 0.0313209 | Time: 5707.88 ms [2021-01-20 21:19:32 main:574] : INFO : Epoch 1987 | loss: 0.0310018 | val_loss: 0.0313202 | Time: 5748.09 ms [2021-01-20 21:19:37 main:574] : INFO : Epoch 1988 | loss: 0.0310063 | val_loss: 0.0313443 | Time: 5684.85 ms [2021-01-20 21:19:43 main:574] : INFO : Epoch 1989 | loss: 0.0309963 | val_loss: 0.0313217 | Time: 5725.74 ms [2021-01-20 21:19:49 main:574] : INFO : Epoch 1990 | loss: 0.0309957 | val_loss: 0.0313264 | Time: 5671.47 ms [2021-01-20 21:19:55 main:574] : INFO : Epoch 1991 | loss: 0.0310046 | val_loss: 0.0312989 | Time: 5700.57 ms [2021-01-20 21:20:00 main:574] : INFO : Epoch 1992 | loss: 0.0310026 | val_loss: 0.031299 | Time: 5711.98 ms [2021-01-20 21:20:06 main:574] : INFO : Epoch 1993 | loss: 0.0309941 | val_loss: 0.0313442 | Time: 5777.4 ms [2021-01-20 21:20:12 main:574] : INFO : Epoch 1994 | loss: 0.0310024 | val_loss: 0.0313143 | Time: 5682.51 ms [2021-01-20 21:20:18 main:574] : INFO : Epoch 1995 | loss: 0.0310008 | val_loss: 0.031323 | Time: 5661.18 ms [2021-01-20 21:20:23 main:574] : INFO : Epoch 1996 | loss: 0.0309972 | val_loss: 0.0313315 | Time: 5701.61 ms [2021-01-20 21:20:29 main:574] : INFO : Epoch 1997 | loss: 0.0310089 | val_loss: 0.0312989 | Time: 5705.2 ms [2021-01-20 21:20:35 main:574] : INFO : Epoch 1998 | loss: 0.0309955 | val_loss: 0.0313443 | Time: 5654.43 ms [2021-01-20 21:20:41 main:574] : INFO : Epoch 1999 | loss: 0.0310039 | val_loss: 0.031328 | Time: 5672.65 ms [2021-01-20 21:20:46 main:574] : INFO : Epoch 2000 | loss: 0.0310026 | val_loss: 0.0313293 | Time: 5730.66 ms [2021-01-20 21:20:52 main:574] : INFO : Epoch 2001 | loss: 0.0309952 | val_loss: 0.0313097 | Time: 5661.23 ms [2021-01-20 21:20:58 main:574] : INFO : Epoch 2002 | loss: 0.0309952 | val_loss: 0.0313369 | Time: 5655.69 ms [2021-01-20 21:21:04 main:574] : INFO : Epoch 2003 | loss: 0.0309957 | val_loss: 0.031301 | Time: 5659.78 ms [2021-01-20 21:21:09 main:574] : INFO : Epoch 2004 | loss: 0.0309966 | val_loss: 0.0313247 | Time: 5726.78 ms [2021-01-20 21:21:15 main:574] : INFO : Epoch 2005 | loss: 0.0309979 | val_loss: 0.0313031 | Time: 5705.56 ms [2021-01-20 21:21:21 main:574] : INFO : Epoch 2006 | loss: 0.0310028 | val_loss: 0.0313504 | Time: 5744.95 ms [2021-01-20 21:21:27 main:574] : INFO : Epoch 2007 | loss: 0.0309984 | val_loss: 0.0313262 | Time: 5731.06 ms [2021-01-20 21:21:32 main:574] : INFO : Epoch 2008 | loss: 0.0309928 | val_loss: 0.0313069 | Time: 5680.92 ms [2021-01-20 21:21:38 main:574] : INFO : Epoch 2009 | loss: 0.0310042 | val_loss: 0.0313287 | Time: 5668.73 ms [2021-01-20 21:21:44 main:574] : INFO : Epoch 2010 | loss: 0.0310041 | val_loss: 0.031364 | Time: 5661.6 ms [2021-01-20 21:21:50 main:574] : INFO : Epoch 2011 | loss: 0.0309932 | val_loss: 0.0313322 | Time: 5725.28 ms [2021-01-20 21:21:55 main:574] : INFO : Epoch 2012 | loss: 0.0309925 | val_loss: 0.0313126 | Time: 5717.72 ms [2021-01-20 21:22:01 main:574] : INFO : Epoch 2013 | loss: 0.0309962 | val_loss: 0.0313525 | Time: 5670.71 ms [2021-01-20 21:22:07 main:574] : INFO : Epoch 2014 | loss: 0.0309922 | val_loss: 0.0313096 | Time: 5664.23 ms [2021-01-20 21:22:12 main:574] : INFO : Epoch 2015 | loss: 0.031003 | val_loss: 0.0313184 | Time: 5728.74 ms [2021-01-20 21:22:18 main:574] : INFO : Epoch 2016 | loss: 0.031006 | val_loss: 0.0312871 | Time: 5658.58 ms [2021-01-20 21:22:24 main:574] : INFO : Epoch 2017 | loss: 0.0310081 | val_loss: 0.0313285 | Time: 5691.48 ms [2021-01-20 21:22:30 main:574] : INFO : Epoch 2018 | loss: 0.0310029 | val_loss: 0.0313148 | Time: 5731.73 ms [2021-01-20 21:22:35 main:574] : INFO : Epoch 2019 | loss: 0.0309978 | val_loss: 0.0313092 | Time: 5659.28 ms [2021-01-20 21:22:41 main:574] : INFO : Epoch 2020 | loss: 0.030997 | val_loss: 0.0313013 | Time: 5714.82 ms [2021-01-20 21:22:47 main:574] : INFO : Epoch 2021 | loss: 0.0309942 | val_loss: 0.0313425 | Time: 5709.38 ms [2021-01-20 21:22:53 main:574] : INFO : Epoch 2022 | loss: 0.0309957 | val_loss: 0.0313059 | Time: 5752.29 ms [2021-01-20 21:22:58 main:574] : INFO : Epoch 2023 | loss: 0.0310054 | val_loss: 0.0313194 | Time: 5770.5 ms [2021-01-20 21:23:04 main:574] : INFO : Epoch 2024 | loss: 0.0310022 | val_loss: 0.0313096 | Time: 5659.25 ms [2021-01-20 21:23:10 main:574] : INFO : Epoch 2025 | loss: 0.0309998 | val_loss: 0.0313378 | Time: 5658.73 ms [2021-01-20 21:23:16 main:574] : INFO : Epoch 2026 | loss: 0.0309945 | val_loss: 0.0313408 | Time: 5683.55 ms [2021-01-20 21:23:21 main:574] : INFO : Epoch 2027 | loss: 0.0310002 | val_loss: 0.03133 | Time: 5690.69 ms [2021-01-20 21:23:27 main:574] : INFO : Epoch 2028 | loss: 0.0309963 | val_loss: 0.031357 | Time: 5714.96 ms [2021-01-20 21:23:33 main:574] : INFO : Epoch 2029 | loss: 0.0309981 | val_loss: 0.0313123 | Time: 5694.55 ms [2021-01-20 21:23:39 main:574] : INFO : Epoch 2030 | loss: 0.0309951 | val_loss: 0.0313237 | Time: 5678.84 ms [2021-01-20 21:23:44 main:574] : INFO : Epoch 2031 | loss: 0.0309982 | val_loss: 0.0313132 | Time: 5700.26 ms [2021-01-20 21:23:50 main:574] : INFO : Epoch 2032 | loss: 0.031001 | val_loss: 0.0313187 | Time: 5671.92 ms [2021-01-20 21:23:56 main:574] : INFO : Epoch 2033 | loss: 0.0310007 | val_loss: 0.0313251 | Time: 5656.03 ms [2021-01-20 21:24:01 main:574] : INFO : Epoch 2034 | loss: 0.0310049 | val_loss: 0.0313399 | Time: 5689.72 ms [2021-01-20 21:24:07 main:574] : INFO : Epoch 2035 | loss: 0.031005 | val_loss: 0.0313456 | Time: 5664.05 ms [2021-01-20 21:24:13 main:574] : INFO : Epoch 2036 | loss: 0.0310009 | val_loss: 0.0313253 | Time: 5684.65 ms [2021-01-20 21:24:19 main:574] : INFO : Epoch 2037 | loss: 0.0309969 | val_loss: 0.0313268 | Time: 5658.28 ms [2021-01-20 21:24:24 main:574] : INFO : Epoch 2038 | loss: 0.031003 | val_loss: 0.0313023 | Time: 5694.55 ms [2021-01-20 21:24:30 main:574] : INFO : Epoch 2039 | loss: 0.0310037 | val_loss: 0.0313417 | Time: 5717.74 ms [2021-01-20 21:24:36 main:574] : INFO : Epoch 2040 | loss: 0.0309926 | val_loss: 0.0313187 | Time: 5657.8 ms [2021-01-20 21:24:42 main:574] : INFO : Epoch 2041 | loss: 0.0309968 | val_loss: 0.0313269 | Time: 5656.47 ms [2021-01-20 21:24:47 main:574] : INFO : Epoch 2042 | loss: 0.0309994 | val_loss: 0.0313232 | Time: 5715.7 ms [2021-01-20 21:24:53 main:574] : INFO : Epoch 2043 | loss: 0.0310015 | val_loss: 0.0313495 | Time: 5653.28 ms [2021-01-20 21:24:59 main:574] : INFO : Epoch 2044 | loss: 0.0310021 | val_loss: 0.0313457 | Time: 5659.13 ms [2021-01-20 21:25:05 main:574] : INFO : Epoch 2045 | loss: 0.0310013 | val_loss: 0.0313196 | Time: 5693.85 ms [2021-01-20 21:25:10 main:574] : INFO : Epoch 2046 | loss: 0.0309955 | val_loss: 0.0312996 | Time: 5651.74 ms [2021-01-20 21:25:16 main:574] : INFO : Epoch 2047 | loss: 0.0309955 | val_loss: 0.0313025 | Time: 5691.76 ms [2021-01-20 21:25:22 main:574] : INFO : Epoch 2048 | loss: 0.0309897 | val_loss: 0.0313489 | Time: 5734.71 ms [2021-01-20 21:25:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313489 [2021-01-20 21:25:22 main:603] : INFO : Saving end state to config to file [2021-01-20 21:25:22 main:608] : INFO : Success, exiting.. 21:25:22 (13016): 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)