Task 12954542
| Name | ParityModified-1647041243-27987-0_0 |
| Workunit | 10086861 |
| Created | 11 Mar 2022, 23:27:25 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 14 Mar 2022, 22:17:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 14 min 50 sec |
| CPU time | 1 hours 14 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 22-03-14 22:42:35 main:581] : INFO : Epoch 1605 | loss: 0.0309937 | val_loss: 0.0313094 | Time: 2228.51 ms [2022-03-14 22:42:38 main:581] : INFO : Epoch 1606 | loss: 0.0309997 | val_loss: 0.0313036 | Time: 2118.78 ms [2022-03-14 22:42:40 main:581] : INFO : Epoch 1607 | loss: 0.0310017 | val_loss: 0.0313349 | Time: 2099.54 ms [2022-03-14 22:42:42 main:581] : INFO : Epoch 1608 | loss: 0.0309978 | val_loss: 0.0313277 | Time: 2152.03 ms [2022-03-14 22:42:44 main:581] : INFO : Epoch 1609 | loss: 0.0309916 | val_loss: 0.0313227 | Time: 2264.51 ms [2022-03-14 22:42:46 main:581] : INFO : Epoch 1610 | loss: 0.0309955 | val_loss: 0.0313255 | Time: 2118.97 ms [2022-03-14 22:42:48 main:581] : INFO : Epoch 1611 | loss: 0.0309979 | val_loss: 0.0312967 | Time: 2105.37 ms [2022-03-14 22:42:50 main:581] : INFO : Epoch 1612 | loss: 0.0309942 | val_loss: 0.0312925 | Time: 2107.39 ms [2022-03-14 22:42:53 main:581] : INFO : Epoch 1613 | loss: 0.0309916 | val_loss: 0.0313013 | Time: 2285.38 ms [2022-03-14 22:42:55 main:581] : INFO : Epoch 1614 | loss: 0.0309927 | val_loss: 0.0313173 | Time: 2136.73 ms [2022-03-14 22:42:57 main:581] : INFO : Epoch 1615 | loss: 0.0309899 | val_loss: 0.0313282 | Time: 2100.53 ms [2022-03-14 22:42:59 main:581] : INFO : Epoch 1616 | loss: 0.0309883 | val_loss: 0.0313186 | Time: 2103.48 ms [2022-03-14 22:43:02 main:581] : INFO : Epoch 1617 | loss: 0.0310053 | val_loss: 0.0312883 | Time: 2667.95 ms [2022-03-14 22:43:04 main:581] : INFO : Epoch 1618 | loss: 0.0310086 | val_loss: 0.0312963 | Time: 2147.72 ms [2022-03-14 22:43:06 main:581] : INFO : Epoch 1619 | loss: 0.0309998 | val_loss: 0.0313137 | Time: 2100.92 ms [2022-03-14 22:43:08 main:581] : INFO : Epoch 1620 | loss: 0.0309953 | val_loss: 0.0313057 | Time: 2103.6 ms [2022-03-14 22:43:10 main:581] : INFO : Epoch 1621 | loss: 0.0309978 | val_loss: 0.0312935 | Time: 2288.22 ms [2022-03-14 22:43:12 main:581] : INFO : Epoch 1622 | loss: 0.0310078 | val_loss: 0.0313102 | Time: 2165.31 ms [2022-03-14 22:43:15 main:581] : INFO : Epoch 1623 | loss: 0.0310009 | val_loss: 0.0313192 | Time: 2097.25 ms [2022-03-14 22:43:17 main:581] : INFO : Epoch 1624 | loss: 0.0309985 | val_loss: 0.0312951 | Time: 2103.44 ms [2022-03-14 22:43:19 main:581] : INFO : Epoch 1625 | loss: 0.0310026 | val_loss: 0.0313142 | Time: 2286.53 ms [2022-03-14 22:43:21 main:581] : INFO : Epoch 1626 | loss: 0.0309963 | val_loss: 0.0313113 | Time: 2163.78 ms [2022-03-14 22:43:23 main:581] : INFO : Epoch 1627 | loss: 0.0309963 | val_loss: 0.0313313 | Time: 2102.03 ms [2022-03-14 22:43:25 main:581] : INFO : Epoch 1628 | loss: 0.0309972 | val_loss: 0.0312952 | Time: 2100.13 ms [2022-03-14 22:43:28 main:581] : INFO : Epoch 1629 | loss: 0.0309941 | val_loss: 0.0313315 | Time: 2244.07 ms [2022-03-14 22:43:30 main:581] : INFO : Epoch 1630 | loss: 0.0309908 | val_loss: 0.031351 | Time: 2197.59 ms [2022-03-14 22:43:32 main:581] : INFO : Epoch 1631 | loss: 0.030991 | val_loss: 0.031312 | Time: 2096.18 ms [2022-03-14 22:43:34 main:581] : INFO : Epoch 1632 | loss: 0.0309941 | val_loss: 0.0313219 | Time: 2100.88 ms [2022-03-14 22:43:36 main:581] : INFO : Epoch 1633 | loss: 0.0309966 | val_loss: 0.0312974 | Time: 2226.66 ms [2022-03-14 22:43:38 main:581] : INFO : Epoch 1634 | loss: 0.030992 | val_loss: 0.0313084 | Time: 2221.52 ms [2022-03-14 22:43:41 main:581] : INFO : Epoch 1635 | loss: 0.0309953 | val_loss: 0.0312878 | Time: 2106.76 ms [2022-03-14 22:43:43 main:581] : INFO : Epoch 1636 | loss: 0.0309983 | val_loss: 0.0313123 | Time: 2101.61 ms [2022-03-14 22:43:45 main:581] : INFO : Epoch 1637 | loss: 0.0310023 | val_loss: 0.0313275 | Time: 2202.53 ms [2022-03-14 22:43:47 main:581] : INFO : Epoch 1638 | loss: 0.0310104 | val_loss: 0.0313049 | Time: 2246.08 ms [2022-03-14 22:43:49 main:581] : INFO : Epoch 1639 | loss: 0.0310006 | val_loss: 0.0313053 | Time: 2108.33 ms [2022-03-14 22:43:51 main:581] : INFO : Epoch 1640 | loss: 0.0309954 | val_loss: 0.0313054 | Time: 2094.96 ms [2022-03-14 22:43:53 main:581] : INFO : Epoch 1641 | loss: 0.0310043 | val_loss: 0.0312969 | Time: 2135.31 ms [2022-03-14 22:43:56 main:581] : INFO : Epoch 1642 | loss: 0.0310222 | val_loss: 0.0316047 | Time: 2302.55 ms [2022-03-14 22:43:58 main:581] : INFO : Epoch 1643 | loss: 0.0332843 | val_loss: 0.0478846 | Time: 2142.99 ms [2022-03-14 22:44:00 main:581] : INFO : Epoch 1644 | loss: 0.0363535 | val_loss: 0.0320261 | Time: 2100.32 ms [2022-03-14 22:44:02 main:581] : INFO : Epoch 1645 | loss: 0.0372134 | val_loss: 0.0344269 | Time: 2340.19 ms [2022-03-14 22:44:05 main:581] : INFO : Epoch 1646 | loss: 0.0321345 | val_loss: 0.0317686 | Time: 2290.82 ms [2022-03-14 22:44:07 main:581] : INFO : Epoch 1647 | loss: 0.0313778 | val_loss: 0.0312887 | Time: 2145.54 ms [2022-03-14 22:44:09 main:581] : INFO : Epoch 1648 | loss: 0.0312706 | val_loss: 0.0312563 | Time: 2100.46 ms [2022-03-14 22:44:11 main:581] : INFO : Epoch 1649 | loss: 0.0312553 | val_loss: 0.031254 | Time: 2104.2 ms [2022-03-14 22:44:13 main:581] : INFO : Epoch 1650 | loss: 0.0312527 | val_loss: 0.0312523 | Time: 2315.13 ms [2022-03-14 22:44:15 main:581] : INFO : Epoch 1651 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 2153.96 ms [2022-03-14 22:44:18 main:581] : INFO : Epoch 1652 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 2105.96 ms [2022-03-14 22:44:20 main:581] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2101.22 ms [2022-03-14 22:44:22 main:581] : INFO : Epoch 1654 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2278.19 ms [2022-03-14 22:44:24 main:581] : INFO : Epoch 1655 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2174.03 ms [2022-03-14 22:44:26 main:581] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2103.69 ms [2022-03-14 22:44:28 main:581] : INFO : Epoch 1657 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2109.51 ms [2022-03-14 22:44:31 main:581] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2265.46 ms [2022-03-14 22:44:33 main:581] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2191.36 ms [2022-03-14 22:44:35 main:581] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2115.2 ms [2022-03-14 22:44:37 main:581] : INFO : Epoch 1661 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2108.2 ms [2022-03-14 22:44:39 main:581] : INFO : Epoch 1662 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2245.77 ms [2022-03-14 22:44:41 main:581] : INFO : Epoch 1663 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2239.09 ms [2022-03-14 22:44:44 main:581] : INFO : Epoch 1664 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2106.81 ms [2022-03-14 22:44:46 main:581] : INFO : Epoch 1665 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2110.69 ms [2022-03-14 22:44:48 main:581] : INFO : Epoch 1666 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2239.5 ms [2022-03-14 22:44:50 main:581] : INFO : Epoch 1667 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2239.72 ms [2022-03-14 22:44:52 main:581] : INFO : Epoch 1668 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2115.28 ms [2022-03-14 22:44:54 main:581] : INFO : Epoch 1669 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2111.51 ms [2022-03-14 22:44:57 main:581] : INFO : Epoch 1670 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2141.54 ms [2022-03-14 22:44:59 main:581] : INFO : Epoch 1671 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2304.32 ms [2022-03-14 22:45:01 main:581] : INFO : Epoch 1672 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 2575.65 ms [2022-03-14 22:45:04 main:581] : INFO : Epoch 1673 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2101.4 ms [2022-03-14 22:45:06 main:581] : INFO : Epoch 1674 | loss: 0.031246 | val_loss: 0.0312451 | Time: 2151.43 ms [2022-03-14 22:45:08 main:581] : INFO : Epoch 1675 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2293.59 ms [2022-03-14 22:45:10 main:581] : INFO : Epoch 1676 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 2123.23 ms [2022-03-14 22:45:12 main:581] : INFO : Epoch 1677 | loss: 0.031245 | val_loss: 0.0312439 | Time: 2098.78 ms [2022-03-14 22:45:14 main:581] : INFO : Epoch 1678 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 2100.05 ms [2022-03-14 22:45:17 main:581] : INFO : Epoch 1679 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2336.31 ms [2022-03-14 22:45:19 main:581] : INFO : Epoch 1680 | loss: 0.0312429 | val_loss: 0.0312421 | Time: 2140.94 ms [2022-03-14 22:45:21 main:581] : INFO : Epoch 1681 | loss: 0.0312427 | val_loss: 0.0312423 | Time: 2098.8 ms [2022-03-14 22:45:23 main:581] : INFO : Epoch 1682 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 2101.66 ms [2022-03-14 22:45:25 main:581] : INFO : Epoch 1683 | loss: 0.0312407 | val_loss: 0.0312396 | Time: 2310.54 ms [2022-03-14 22:45:27 main:581] : INFO : Epoch 1684 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 2159.84 ms [2022-03-14 22:45:30 main:581] : INFO : Epoch 1685 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 2100.37 ms [2022-03-14 22:45:32 main:581] : INFO : Epoch 1686 | loss: 0.0312374 | val_loss: 0.0312364 | Time: 2101.88 ms [2022-03-14 22:45:34 main:581] : INFO : Epoch 1687 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 2279.02 ms [2022-03-14 22:45:36 main:581] : INFO : Epoch 1688 | loss: 0.0312356 | val_loss: 0.0312343 | Time: 2182.94 ms [2022-03-14 22:45:38 main:581] : INFO : Epoch 1689 | loss: 0.0312338 | val_loss: 0.0312328 | Time: 2102.27 ms [2022-03-14 22:45:40 main:581] : INFO : Epoch 1690 | loss: 0.0312331 | val_loss: 0.0312329 | Time: 2102.1 ms [2022-03-14 22:45:43 main:581] : INFO : Epoch 1691 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 2280.97 ms [2022-03-14 22:45:45 main:581] : INFO : Epoch 1692 | loss: 0.0312293 | val_loss: 0.0312287 | Time: 2200.67 ms [2022-03-14 22:45:47 main:581] : INFO : Epoch 1693 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 2099.63 ms [2022-03-14 22:45:49 main:581] : INFO : Epoch 1694 | loss: 0.0312261 | val_loss: 0.031225 | Time: 2103.95 ms [2022-03-14 22:45:51 main:581] : INFO : Epoch 1695 | loss: 0.0312263 | val_loss: 0.0312247 | Time: 2241.49 ms [2022-03-14 22:45:53 main:581] : INFO : Epoch 1696 | loss: 0.0312255 | val_loss: 0.0312216 | Time: 2243.32 ms [2022-03-14 22:45:56 main:581] : INFO : Epoch 1697 | loss: 0.0312215 | val_loss: 0.0312198 | Time: 2092.29 ms [2022-03-14 22:45:58 main:581] : INFO : Epoch 1698 | loss: 0.0312214 | val_loss: 0.0312235 | Time: 2101.79 ms [2022-03-14 22:46:00 main:581] : INFO : Epoch 1699 | loss: 0.0312203 | val_loss: 0.0312169 | Time: 2245.92 ms [2022-03-14 22:46:03 main:581] : INFO : Epoch 1700 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 2796.95 ms [2022-03-14 22:46:05 main:581] : INFO : Epoch 1701 | loss: 0.0312175 | val_loss: 0.0312144 | Time: 2095.9 ms [2022-03-14 22:46:07 main:581] : INFO : Epoch 1702 | loss: 0.0312166 | val_loss: 0.0312133 | Time: 2096.7 ms [2022-03-14 22:46:09 main:581] : INFO : Epoch 1703 | loss: 0.0312156 | val_loss: 0.031214 | Time: 2215.6 ms [2022-03-14 22:46:11 main:581] : INFO : Epoch 1704 | loss: 0.0312255 | val_loss: 0.0312098 | Time: 2285.08 ms [2022-03-14 22:46:14 main:581] : INFO : Epoch 1705 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 2098.04 ms [2022-03-14 22:46:16 main:581] : INFO : Epoch 1706 | loss: 0.0312176 | val_loss: 0.0312103 | Time: 2094.35 ms [2022-03-14 22:46:18 main:581] : INFO : Epoch 1707 | loss: 0.0312145 | val_loss: 0.0312076 | Time: 2141.52 ms [2022-03-14 22:46:20 main:581] : INFO : Epoch 1708 | loss: 0.0312102 | val_loss: 0.0312089 | Time: 2276.31 ms [2022-03-14 22:46:22 main:581] : INFO : Epoch 1709 | loss: 0.0312097 | val_loss: 0.0312069 | Time: 2124.05 ms [2022-03-14 22:46:24 main:581] : INFO : Epoch 1710 | loss: 0.0312084 | val_loss: 0.0312052 | Time: 2102.62 ms [2022-03-14 22:46:26 main:581] : INFO : Epoch 1711 | loss: 0.0312132 | val_loss: 0.0312203 | Time: 2111.06 ms [2022-03-14 22:46:29 main:581] : INFO : Epoch 1712 | loss: 0.0312169 | val_loss: 0.0312201 | Time: 2298.39 ms [2022-03-14 22:46:31 main:581] : INFO : Epoch 1713 | loss: 0.0312103 | val_loss: 0.0312134 | Time: 2144.73 ms [2022-03-14 22:46:33 main:581] : INFO : Epoch 1714 | loss: 0.0312125 | val_loss: 0.0312137 | Time: 2097.18 ms [2022-03-14 22:46:35 main:581] : INFO : Epoch 1715 | loss: 0.0312108 | val_loss: 0.0312032 | Time: 2091.51 ms [2022-03-14 22:46:37 main:581] : INFO : Epoch 1716 | loss: 0.031207 | val_loss: 0.0312066 | Time: 2302.74 ms [2022-03-14 22:46:39 main:581] : INFO : Epoch 1717 | loss: 0.0312098 | val_loss: 0.031212 | Time: 2156.52 ms [2022-03-14 22:46:42 main:581] : INFO : Epoch 1718 | loss: 0.0312078 | val_loss: 0.031201 | Time: 2102.61 ms [2022-03-14 22:46:44 main:581] : INFO : Epoch 1719 | loss: 0.0312046 | val_loss: 0.0312003 | Time: 2100.44 ms [2022-03-14 22:46:46 main:581] : INFO : Epoch 1720 | loss: 0.0312052 | val_loss: 0.0312036 | Time: 2258.87 ms [2022-03-14 22:46:48 main:581] : INFO : Epoch 1721 | loss: 0.0312046 | val_loss: 0.0312017 | Time: 2188.63 ms [2022-03-14 22:46:50 main:581] : INFO : Epoch 1722 | loss: 0.031204 | val_loss: 0.0311996 | Time: 2098.13 ms [2022-03-14 22:46:52 main:581] : INFO : Epoch 1723 | loss: 0.0312029 | val_loss: 0.0312109 | Time: 2099.56 ms [2022-03-14 22:46:55 main:581] : INFO : Epoch 1724 | loss: 0.0312082 | val_loss: 0.0311984 | Time: 2254.91 ms [2022-03-14 22:46:57 main:581] : INFO : Epoch 1725 | loss: 0.0312022 | val_loss: 0.0311999 | Time: 2208.97 ms [2022-03-14 22:46:59 main:581] : INFO : Epoch 1726 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 2101.25 ms [2022-03-14 22:47:02 main:581] : INFO : Epoch 1727 | loss: 0.0312017 | val_loss: 0.0311982 | Time: 2642.32 ms [2022-03-14 22:47:04 main:581] : INFO : Epoch 1728 | loss: 0.031202 | val_loss: 0.0311976 | Time: 2302.63 ms [2022-03-14 22:47:06 main:581] : INFO : Epoch 1729 | loss: 0.0312008 | val_loss: 0.0311979 | Time: 2190.8 ms [2022-03-14 22:47:08 main:581] : INFO : Epoch 1730 | loss: 0.0311996 | val_loss: 0.0311958 | Time: 2110.79 ms [2022-03-14 22:47:10 main:581] : INFO : Epoch 1731 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 2111.52 ms [2022-03-14 22:47:13 main:581] : INFO : Epoch 1732 | loss: 0.0311994 | val_loss: 0.0311958 | Time: 2277.36 ms [2022-03-14 22:47:15 main:581] : INFO : Epoch 1733 | loss: 0.031197 | val_loss: 0.0311948 | Time: 2205.63 ms [2022-03-14 22:47:17 main:581] : INFO : Epoch 1734 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 2107.05 ms [2022-03-14 22:47:19 main:581] : INFO : Epoch 1735 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 2112.15 ms [2022-03-14 22:47:21 main:581] : INFO : Epoch 1736 | loss: 0.0312008 | val_loss: 0.0311955 | Time: 2249.56 ms [2022-03-14 22:47:23 main:581] : INFO : Epoch 1737 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2208.75 ms [2022-03-14 22:47:25 main:581] : INFO : Epoch 1738 | loss: 0.0311942 | val_loss: 0.0311929 | Time: 2104.56 ms [2022-03-14 22:47:28 main:581] : INFO : Epoch 1739 | loss: 0.0311944 | val_loss: 0.031192 | Time: 2110.61 ms [2022-03-14 22:47:30 main:581] : INFO : Epoch 1740 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 2184.25 ms [2022-03-14 22:47:32 main:581] : INFO : Epoch 1741 | loss: 0.0311927 | val_loss: 0.0311947 | Time: 2258.83 ms [2022-03-14 22:47:34 main:581] : INFO : Epoch 1742 | loss: 0.0311921 | val_loss: 0.0311996 | Time: 2133.79 ms [2022-03-14 22:47:36 main:581] : INFO : Epoch 1743 | loss: 0.0311942 | val_loss: 0.031191 | Time: 2090.81 ms [2022-03-14 22:47:39 main:581] : INFO : Epoch 1744 | loss: 0.0311955 | val_loss: 0.0311937 | Time: 2322.88 ms [2022-03-14 22:47:42 main:581] : INFO : Epoch 1745 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 3206.63 ms [2022-03-14 22:47:44 main:581] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 2108.56 ms [2022-03-14 22:47:46 main:581] : INFO : Epoch 1747 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 2104.56 ms [2022-03-14 22:47:48 main:581] : INFO : Epoch 1748 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 2258.04 ms [2022-03-14 22:47:50 main:581] : INFO : Epoch 1749 | loss: 0.0311885 | val_loss: 0.0311895 | Time: 2222.79 ms [2022-03-14 22:47:53 main:581] : INFO : Epoch 1750 | loss: 0.0311898 | val_loss: 0.0311905 | Time: 2103.47 ms [2022-03-14 22:47:55 main:581] : INFO : Epoch 1751 | loss: 0.0312007 | val_loss: 0.0311892 | Time: 2106.7 ms [2022-03-14 22:47:57 main:581] : INFO : Epoch 1752 | loss: 0.0311911 | val_loss: 0.031191 | Time: 2214.86 ms [2022-03-14 22:47:59 main:581] : INFO : Epoch 1753 | loss: 0.031188 | val_loss: 0.0311862 | Time: 2291.16 ms [2022-03-14 22:48:01 main:581] : INFO : Epoch 1754 | loss: 0.0311848 | val_loss: 0.031186 | Time: 2237.66 ms [2022-03-14 22:48:04 main:581] : INFO : Epoch 1755 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 2217.17 ms [2022-03-14 22:48:06 main:581] : INFO : Epoch 1756 | loss: 0.031184 | val_loss: 0.0311857 | Time: 2344.55 ms [2022-03-14 22:48:08 main:581] : INFO : Epoch 1757 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 2299.4 ms [2022-03-14 22:48:11 main:581] : INFO : Epoch 1758 | loss: 0.0311829 | val_loss: 0.031188 | Time: 2216.89 ms [2022-03-14 22:48:13 main:581] : INFO : Epoch 1759 | loss: 0.0311884 | val_loss: 0.0311924 | Time: 2215.46 ms [2022-03-14 22:48:15 main:581] : INFO : Epoch 1760 | loss: 0.0311844 | val_loss: 0.0311831 | Time: 2356.1 ms [2022-03-14 22:48:17 main:581] : INFO : Epoch 1761 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2271.75 ms [2022-03-14 22:48:20 main:581] : INFO : Epoch 1762 | loss: 0.0311805 | val_loss: 0.031182 | Time: 2337.61 ms SIGSEGV: segmentation violation Stack trace (45 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55bd10e54f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fdd0e300730] /lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7fdc8fc1ad57] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7fdc8fc1aeba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55bd10e50b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55bd10e50bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fdd0e300730] /lib/x86_64-linux-gnu/libcuda.so.1(+0x3dad06)[0x7fdc7251fd06] /lib/x86_64-linux-gnu/libcuda.so.1(+0x2bf65c)[0x7fdc7240465c] /lib/x86_64-linux-gnu/libcuda.so.1(+0x2200e3)[0x7fdc723650e3] ./libcudnn_ops_infer.so.8(+0x159ab9c)[0x7fdc0ae0db9c] ./libcudnn_ops_infer.so.8(+0x15cf5a1)[0x7fdc0ae425a1] ./libcudnn_ops_infer.so.8(+0xbfd813)[0x7fdc0a470813] ./libcudnn_ops_infer.so.8(+0x9ab975)[0x7fdc0a21e975] ./libcudnn_ops_infer.so.8(+0x9a958f)[0x7fdc0a21c58f] ./libcudnn_ops_infer.so.8(+0x6ac0db)[0x7fdc09f1f0db] ./libcudnn_ops_infer.so.8(+0x68e125)[0x7fdc09f01125] ./libcudnn_ops_infer.so.8(+0x68f8ea)[0x7fdc09f028ea] ./libcudnn_ops_infer.so.8(_ZN5cudnn12cublasGemmExEP13cublasContext17cublasOperation_tS2_iiiPKvS4_14cudaDataType_tiS4_S5_iS4_PvS5_iS5_16cublasGemmAlgo_t+0x12c)[0x7fdc09a9659c] ./libcudnn_adv_infer.so.8(+0x777ec)[0x7fdbf54877ec] ./libcudnn_adv_infer.so.8(+0xe89f)[0x7fdbf541e89f] ./libcudnn_adv_infer.so.8(_Z18RNN_forwardGenericP12cudnnContextP14cudnnRNNStructiPKP17cudnnTensorStructPKvS4_S8_S4_S8_P17cudnnFilterStructS8_S6_PvS4_SB_S4_SB_SB_mSB_m18cudnnForwardMode_t+0x5d7)[0x7fdbf54628c7] ./libcudnn_adv_train.so.8(cudnnRNNForwardTraining+0x20e)[0x7fdbe061661e] ./libtorch_cuda.so(_ZN2at6native10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS1_EElS3_S3_S3_lllbdbbNS5_IlEES3_+0x2214)[0x7fdc909e8a64] ./libtorch_cuda.so(+0x85face)[0x7fdc90a32ace] ./libtorch_cuda.so(+0x895988)[0x7fdc90a68988] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fdd08fa151c] ./libtorch_cpu.so(+0x21cf2d4)[0x7fdd0a36b2d4] ./libtorch_cpu.so(+0x21edb28)[0x7fdd0a389b28] ./libtorch_cpu.so(_ZN2at10_cudnn_rnnERKNS_6TensorEN3c108ArrayRefIS0_EElS2_S2_S2_lllbdbbNS4_IlEES2_+0x2bc)[0x7fdd08fa151c] ./libtorch_cuda.so(+0x80f0fd)[0x7fdc909e20fd] ./libtorch_cuda.so(+0x80fb0a)[0x7fdc909e2b0a] ./libtorch_cpu.so(+0x97fe93)[0x7fdd08b1be93] ./libtorch_cpu.so(_ZN2at6native3gruERKNS_6TensorES3_N3c108ArrayRefIS1_EEbldbbb+0xea)[0x7fdd08aff9ba] ./libtorch_cpu.so(+0xeb0a96)[0x7fdd0904ca96] ./libtorch_cpu.so(+0x22e3c92)[0x7fdd0a47fc92] ./libtorch_cpu.so(+0xedd579)[0x7fdd09079579] ./libtorch_cpu.so(_ZN2at3gruERKNS_6TensorES2_N3c108ArrayRefIS0_EEbldbbb+0x1b1)[0x7fdd08f7eee1] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl14forward_helperERKN2at6TensorES5_S5_lS3_+0x43a)[0x7fdd0aee84ca] ./libtorch_cpu.so(_ZN5torch2nn7GRUImpl7forwardERKN2at6TensorES3_+0xb0)[0x7fdd0aee8630] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x92fa8)[0x55bd10b69fa8] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a0e6)[0x55bd10b710e6] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55bd10b61d10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7fdc8fc0509b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55bd10b5d75a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-14 23:06:34 main:442] : INFO : Set logging level to 1 [2022-03-14 23:06:34 main:448] : INFO : Running in BOINC Client mode [2022-03-14 23:06:34 main:451] : INFO : Resolving all filenames [2022-03-14 23:06:34 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-14 23:06:34 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-14 23:06:34 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-14 23:06:34 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-14 23:06:34 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-14 23:06:34 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-14 23:06:34 main:481] : INFO : Configuration: [2022-03-14 23:06:34 main:482] : INFO : Model type: GRU [2022-03-14 23:06:34 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-14 23:06:34 main:484] : INFO : Max Epochs: 2048 [2022-03-14 23:06:34 main:485] : INFO : Batch Size: 128 [2022-03-14 23:06:34 main:486] : INFO : Learning Rate: 0.01 [2022-03-14 23:06:34 main:487] : INFO : Patience: 10 [2022-03-14 23:06:34 main:488] : INFO : Hidden Width: 12 [2022-03-14 23:06:34 main:489] : INFO : # Recurrent Layers: 4 [2022-03-14 23:06:34 main:490] : INFO : # Backend Layers: 4 [2022-03-14 23:06:34 main:491] : INFO : # Threads: 1 [2022-03-14 23:06:34 main:493] : INFO : Preparing Dataset [2022-03-14 23:06:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-14 23:06:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-14 23:06:36 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-14 23:06:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-14 23:06:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-14 23:06:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-14 23:06:36 main:501] : INFO : Creating Model [2022-03-14 23:06:36 main:514] : INFO : Preparing config file [2022-03-14 23:06:36 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-14 23:06:36 main:519] : INFO : Loading config [2022-03-14 23:06:36 main:521] : INFO : Loading state [2022-03-14 23:06:36 main:566] : INFO : Loading DataLoader into Memory [2022-03-14 23:06:36 main:569] : INFO : Starting Training [2022-03-14 23:06:39 main:581] : INFO : Epoch 1751 | loss: 0.032266 | val_loss: 0.031549 | Time: 2611.87 ms [2022-03-14 23:06:41 main:581] : INFO : Epoch 1752 | loss: 0.0313517 | val_loss: 0.0312931 | Time: 2139.53 ms [2022-03-14 23:06:43 main:581] : INFO : Epoch 1753 | loss: 0.0312659 | val_loss: 0.0312576 | Time: 2122.45 ms [2022-03-14 23:06:45 main:581] : INFO : Epoch 1754 | loss: 0.0312538 | val_loss: 0.0312519 | Time: 2092.51 ms [2022-03-14 23:06:47 main:581] : INFO : Epoch 1755 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2224.93 ms [2022-03-14 23:06:50 main:581] : INFO : Epoch 1756 | loss: 0.0312532 | val_loss: 0.0312505 | Time: 2152.97 ms [2022-03-14 23:06:52 main:581] : INFO : Epoch 1757 | loss: 0.0312554 | val_loss: 0.0312602 | Time: 2124.5 ms [2022-03-14 23:06:54 main:581] : INFO : Epoch 1758 | loss: 0.0312564 | val_loss: 0.0312513 | Time: 2086.94 ms [2022-03-14 23:06:56 main:581] : INFO : Epoch 1759 | loss: 0.0312529 | val_loss: 0.0312496 | Time: 2217.9 ms [2022-03-14 23:06:58 main:581] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2167.38 ms [2022-03-14 23:07:00 main:581] : INFO : Epoch 1761 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2290.88 ms [2022-03-14 23:07:03 main:581] : INFO : Epoch 1762 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 2275.37 ms [2022-03-14 23:07:05 main:581] : INFO : Epoch 1763 | loss: 0.0312517 | val_loss: 0.0312589 | Time: 2235.17 ms [2022-03-14 23:07:07 main:581] : INFO : Epoch 1764 | loss: 0.0312547 | val_loss: 0.0312505 | Time: 2170.16 ms [2022-03-14 23:07:09 main:581] : INFO : Epoch 1765 | loss: 0.0312506 | val_loss: 0.0312552 | Time: 2108.2 ms [2022-03-14 23:07:11 main:581] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2089.28 ms [2022-03-14 23:07:13 main:581] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 2196.31 ms [2022-03-14 23:07:16 main:581] : INFO : Epoch 1768 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2180.83 ms [2022-03-14 23:07:18 main:581] : INFO : Epoch 1769 | loss: 0.0312505 | val_loss: 0.0312478 | Time: 2116.52 ms [2022-03-14 23:07:20 main:581] : INFO : Epoch 1770 | loss: 0.0312524 | val_loss: 0.0312538 | Time: 2089.3 ms [2022-03-14 23:07:22 main:581] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.031247 | Time: 2190.4 ms [2022-03-14 23:07:24 main:581] : INFO : Epoch 1772 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 2193.39 ms [2022-03-14 23:07:26 main:581] : INFO : Epoch 1773 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2115.74 ms [2022-03-14 23:07:28 main:581] : INFO : Epoch 1774 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2093.96 ms [2022-03-14 23:07:31 main:581] : INFO : Epoch 1775 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2139.86 ms [2022-03-14 23:07:33 main:581] : INFO : Epoch 1776 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 2233.89 ms [2022-03-14 23:07:35 main:581] : INFO : Epoch 1777 | loss: 0.0312414 | val_loss: 0.0312372 | Time: 2125.13 ms [2022-03-14 23:07:37 main:581] : INFO : Epoch 1778 | loss: 0.0312368 | val_loss: 0.0312323 | Time: 2093.67 ms [2022-03-14 23:07:39 main:581] : INFO : Epoch 1779 | loss: 0.031228 | val_loss: 0.0312234 | Time: 2097.43 ms [2022-03-14 23:07:41 main:581] : INFO : Epoch 1780 | loss: 0.0312175 | val_loss: 0.0312145 | Time: 2269.92 ms [2022-03-14 23:07:44 main:581] : INFO : Epoch 1781 | loss: 0.0312073 | val_loss: 0.0311987 | Time: 2151.06 ms [2022-03-14 23:07:46 main:581] : INFO : Epoch 1782 | loss: 0.0312177 | val_loss: 0.0312382 | Time: 2091.89 ms [2022-03-14 23:07:48 main:581] : INFO : Epoch 1783 | loss: 0.0312043 | val_loss: 0.0312005 | Time: 2089.71 ms [2022-03-14 23:07:50 main:581] : INFO : Epoch 1784 | loss: 0.031196 | val_loss: 0.0312238 | Time: 2245.78 ms [2022-03-14 23:07:52 main:581] : INFO : Epoch 1785 | loss: 0.0311952 | val_loss: 0.0311887 | Time: 2157.58 ms [2022-03-14 23:07:54 main:581] : INFO : Epoch 1786 | loss: 0.0311972 | val_loss: 0.0311925 | Time: 2096.35 ms [2022-03-14 23:07:56 main:581] : INFO : Epoch 1787 | loss: 0.0311907 | val_loss: 0.0312006 | Time: 2090.74 ms [2022-03-14 23:07:59 main:581] : INFO : Epoch 1788 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 2210.84 ms [2022-03-14 23:08:01 main:581] : INFO : Epoch 1789 | loss: 0.0311835 | val_loss: 0.0311738 | Time: 2585.76 ms [2022-03-14 23:08:03 main:581] : INFO : Epoch 1790 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 2088.67 ms [2022-03-14 23:08:05 main:581] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.0311738 | Time: 2088.39 ms [2022-03-14 23:08:08 main:581] : INFO : Epoch 1792 | loss: 0.0311714 | val_loss: 0.0311722 | Time: 2213.29 ms [2022-03-14 23:08:10 main:581] : INFO : Epoch 1793 | loss: 0.0311711 | val_loss: 0.0311711 | Time: 2172.44 ms [2022-03-14 23:08:12 main:581] : INFO : Epoch 1794 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 2096.47 ms [2022-03-14 23:08:14 main:581] : INFO : Epoch 1795 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 2085.88 ms [2022-03-14 23:08:16 main:581] : INFO : Epoch 1796 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 2202.36 ms [2022-03-14 23:08:18 main:581] : INFO : Epoch 1797 | loss: 0.0311691 | val_loss: 0.0311682 | Time: 2197.4 ms [2022-03-14 23:08:20 main:581] : INFO : Epoch 1798 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 2094.01 ms [2022-03-14 23:08:22 main:581] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311696 | Time: 2085.47 ms [2022-03-14 23:08:25 main:581] : INFO : Epoch 1800 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 2197.23 ms [2022-03-14 23:08:27 main:581] : INFO : Epoch 1801 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 2223.95 ms [2022-03-14 23:08:29 main:581] : INFO : Epoch 1802 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2093.37 ms [2022-03-14 23:08:31 main:581] : INFO : Epoch 1803 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 2088.81 ms [2022-03-14 23:08:33 main:581] : INFO : Epoch 1804 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 2137.7 ms [2022-03-14 23:08:35 main:581] : INFO : Epoch 1805 | loss: 0.031161 | val_loss: 0.0311705 | Time: 2259.19 ms [2022-03-14 23:08:38 main:581] : INFO : Epoch 1806 | loss: 0.0311594 | val_loss: 0.0311698 | Time: 2126.14 ms [2022-03-14 23:08:40 main:581] : INFO : Epoch 1807 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 2088.93 ms [2022-03-14 23:08:42 main:581] : INFO : Epoch 1808 | loss: 0.0311568 | val_loss: 0.0311731 | Time: 2091.8 ms [2022-03-14 23:08:44 main:581] : INFO : Epoch 1809 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 2292.34 ms [2022-03-14 23:08:46 main:581] : INFO : Epoch 1810 | loss: 0.0311587 | val_loss: 0.031172 | Time: 2135.28 ms [2022-03-14 23:08:48 main:581] : INFO : Epoch 1811 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 2087.36 ms [2022-03-14 23:08:50 main:581] : INFO : Epoch 1812 | loss: 0.0311567 | val_loss: 0.031172 | Time: 2087.02 ms [2022-03-14 23:08:53 main:581] : INFO : Epoch 1813 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 2267.11 ms [2022-03-14 23:08:55 main:581] : INFO : Epoch 1814 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2152.3 ms [2022-03-14 23:08:57 main:581] : INFO : Epoch 1815 | loss: 0.031157 | val_loss: 0.0311698 | Time: 2053.73 ms [2022-03-14 23:08:59 main:581] : INFO : Epoch 1816 | loss: 0.031158 | val_loss: 0.031171 | Time: 2053.74 ms [2022-03-14 23:09:02 main:581] : INFO : Epoch 1817 | loss: 0.0311521 | val_loss: 0.0311746 | Time: 2772.55 ms [2022-03-14 23:09:05 main:581] : INFO : Epoch 1818 | loss: 0.0311508 | val_loss: 0.0311719 | Time: 2967.7 ms [2022-03-14 23:09:07 main:581] : INFO : Epoch 1819 | loss: 0.0311509 | val_loss: 0.0311692 | Time: 2055.35 ms [2022-03-14 23:09:09 main:581] : INFO : Epoch 1820 | loss: 0.0311504 | val_loss: 0.03117 | Time: 2050.27 ms [2022-03-14 23:09:11 main:581] : INFO : Epoch 1821 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 2257.13 ms [2022-03-14 23:09:13 main:581] : INFO : Epoch 1822 | loss: 0.0311512 | val_loss: 0.031169 | Time: 2101.8 ms [2022-03-14 23:09:15 main:581] : INFO : Epoch 1823 | loss: 0.03115 | val_loss: 0.0311706 | Time: 2053.34 ms [2022-03-14 23:09:17 main:581] : INFO : Epoch 1824 | loss: 0.0311488 | val_loss: 0.0311658 | Time: 2052.03 ms [2022-03-14 23:09:19 main:581] : INFO : Epoch 1825 | loss: 0.0311494 | val_loss: 0.0311801 | Time: 2228.67 ms [2022-03-14 23:09:22 main:581] : INFO : Epoch 1826 | loss: 0.0311469 | val_loss: 0.0311715 | Time: 2144.6 ms [2022-03-14 23:09:24 main:581] : INFO : Epoch 1827 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 2051.07 ms [2022-03-14 23:09:26 main:581] : INFO : Epoch 1828 | loss: 0.0311463 | val_loss: 0.0311688 | Time: 2052.71 ms [2022-03-14 23:09:28 main:581] : INFO : Epoch 1829 | loss: 0.0311483 | val_loss: 0.0311805 | Time: 2202.15 ms [2022-03-14 23:09:30 main:581] : INFO : Epoch 1830 | loss: 0.0311465 | val_loss: 0.0311704 | Time: 2161.89 ms [2022-03-14 23:09:32 main:581] : INFO : Epoch 1831 | loss: 0.0311428 | val_loss: 0.0311728 | Time: 2047.92 ms [2022-03-14 23:09:34 main:581] : INFO : Epoch 1832 | loss: 0.0311412 | val_loss: 0.0311787 | Time: 2049.92 ms [2022-03-14 23:09:36 main:581] : INFO : Epoch 1833 | loss: 0.031145 | val_loss: 0.0311737 | Time: 2093.03 ms [2022-03-14 23:09:39 main:581] : INFO : Epoch 1834 | loss: 0.0311432 | val_loss: 0.0311725 | Time: 2244.18 ms [2022-03-14 23:09:41 main:581] : INFO : Epoch 1835 | loss: 0.0311415 | val_loss: 0.0311698 | Time: 2078.78 ms [2022-03-14 23:09:43 main:581] : INFO : Epoch 1836 | loss: 0.0311429 | val_loss: 0.0311749 | Time: 2049.32 ms [2022-03-14 23:09:45 main:581] : INFO : Epoch 1837 | loss: 0.0311444 | val_loss: 0.0311709 | Time: 2050.89 ms [2022-03-14 23:09:47 main:581] : INFO : Epoch 1838 | loss: 0.0311444 | val_loss: 0.0311685 | Time: 2274.14 ms [2022-03-14 23:09:49 main:581] : INFO : Epoch 1839 | loss: 0.0311434 | val_loss: 0.0311711 | Time: 2103.5 ms [2022-03-14 23:09:51 main:581] : INFO : Epoch 1840 | loss: 0.0311426 | val_loss: 0.0311716 | Time: 2048.11 ms [2022-03-14 23:09:53 main:581] : INFO : Epoch 1841 | loss: 0.031142 | val_loss: 0.0311687 | Time: 2050.58 ms [2022-03-14 23:09:55 main:581] : INFO : Epoch 1842 | loss: 0.0311387 | val_loss: 0.0311716 | Time: 2236.67 ms [2022-03-14 23:09:58 main:581] : INFO : Epoch 1843 | loss: 0.0311398 | val_loss: 0.0311741 | Time: 2142.72 ms [2022-03-14 23:10:00 main:581] : INFO : Epoch 1844 | loss: 0.0311402 | val_loss: 0.0311708 | Time: 2050.73 ms [2022-03-14 23:10:02 main:581] : INFO : Epoch 1845 | loss: 0.0311415 | val_loss: 0.0311696 | Time: 2105.21 ms [2022-03-14 23:10:04 main:581] : INFO : Epoch 1846 | loss: 0.0311402 | val_loss: 0.031165 | Time: 2224.1 ms [2022-03-14 23:10:06 main:581] : INFO : Epoch 1847 | loss: 0.0311364 | val_loss: 0.0311669 | Time: 2168.45 ms [2022-03-14 23:10:08 main:581] : INFO : Epoch 1848 | loss: 0.0311358 | val_loss: 0.0311746 | Time: 2052.17 ms [2022-03-14 23:10:10 main:581] : INFO : Epoch 1849 | loss: 0.0311355 | val_loss: 0.0311746 | Time: 2052.34 ms [2022-03-14 23:10:12 main:581] : INFO : Epoch 1850 | loss: 0.0311363 | val_loss: 0.0311696 | Time: 2109.34 ms [2022-03-14 23:10:15 main:581] : INFO : Epoch 1851 | loss: 0.0311358 | val_loss: 0.0311667 | Time: 2246.88 ms [2022-03-14 23:10:17 main:581] : INFO : Epoch 1852 | loss: 0.0311352 | val_loss: 0.031171 | Time: 2096.56 ms [2022-03-14 23:10:19 main:581] : INFO : Epoch 1853 | loss: 0.0311353 | val_loss: 0.0311734 | Time: 2049.83 ms [2022-03-14 23:10:21 main:581] : INFO : Epoch 1854 | loss: 0.0311397 | val_loss: 0.0311709 | Time: 2050.57 ms [2022-03-14 23:10:23 main:581] : INFO : Epoch 1855 | loss: 0.0311396 | val_loss: 0.0311696 | Time: 2283.55 ms [2022-03-14 23:10:25 main:581] : INFO : Epoch 1856 | loss: 0.0311385 | val_loss: 0.031177 | Time: 2125.19 ms [2022-03-14 23:10:27 main:581] : INFO : Epoch 1857 | loss: 0.0311409 | val_loss: 0.0311701 | Time: 2090.26 ms [2022-03-14 23:10:29 main:581] : INFO : Epoch 1858 | loss: 0.0311422 | val_loss: 0.0311695 | Time: 2086.99 ms [2022-03-14 23:10:32 main:581] : INFO : Epoch 1859 | loss: 0.0311362 | val_loss: 0.0311703 | Time: 2182.14 ms [2022-03-14 23:10:34 main:581] : INFO : Epoch 1860 | loss: 0.0311323 | val_loss: 0.0311721 | Time: 2111.44 ms [2022-03-14 23:10:36 main:581] : INFO : Epoch 1861 | loss: 0.0311328 | val_loss: 0.0311689 | Time: 2049.01 ms [2022-03-14 23:10:38 main:581] : INFO : Epoch 1862 | loss: 0.0311361 | val_loss: 0.0311664 | Time: 2085.99 ms [2022-03-14 23:10:40 main:581] : INFO : Epoch 1863 | loss: 0.0311367 | val_loss: 0.0311682 | Time: 2159.7 ms [2022-03-14 23:10:42 main:581] : INFO : Epoch 1864 | loss: 0.0311361 | val_loss: 0.0311794 | Time: 2122.64 ms [2022-03-14 23:10:44 main:581] : INFO : Epoch 1865 | loss: 0.0311326 | val_loss: 0.0311709 | Time: 2050.64 ms [2022-03-14 23:10:46 main:581] : INFO : Epoch 1866 | loss: 0.0311336 | val_loss: 0.0311798 | Time: 2082.36 ms [2022-03-14 23:10:48 main:581] : INFO : Epoch 1867 | loss: 0.0311343 | val_loss: 0.0311718 | Time: 2124.53 ms [2022-03-14 23:10:51 main:581] : INFO : Epoch 1868 | loss: 0.031133 | val_loss: 0.0311764 | Time: 2189.69 ms [2022-03-14 23:10:53 main:581] : INFO : Epoch 1869 | loss: 0.0311317 | val_loss: 0.0311747 | Time: 2053.11 ms [2022-03-14 23:10:55 main:581] : INFO : Epoch 1870 | loss: 0.031135 | val_loss: 0.0311733 | Time: 2073.73 ms [2022-03-14 23:10:57 main:581] : INFO : Epoch 1871 | loss: 0.0311334 | val_loss: 0.03117 | Time: 2062.01 ms [2022-03-14 23:10:59 main:581] : INFO : Epoch 1872 | loss: 0.0311326 | val_loss: 0.0311726 | Time: 2207.49 ms [2022-03-14 23:11:01 main:581] : INFO : Epoch 1873 | loss: 0.0311309 | val_loss: 0.0311708 | Time: 2437.22 ms [2022-03-14 23:11:04 main:581] : INFO : Epoch 1874 | loss: 0.0311355 | val_loss: 0.0311721 | Time: 2378.06 ms [2022-03-14 23:11:06 main:581] : INFO : Epoch 1875 | loss: 0.0311324 | val_loss: 0.03117 | Time: 2074.82 ms [2022-03-14 23:11:08 main:581] : INFO : Epoch 1876 | loss: 0.0311303 | val_loss: 0.0311706 | Time: 2191.28 ms [2022-03-14 23:11:10 main:581] : INFO : Epoch 1877 | loss: 0.0311292 | val_loss: 0.0311727 | Time: 2076.11 ms [2022-03-14 23:11:12 main:581] : INFO : Epoch 1878 | loss: 0.0311313 | val_loss: 0.031175 | Time: 2077.66 ms [2022-03-14 23:11:14 main:581] : INFO : Epoch 1879 | loss: 0.0311287 | val_loss: 0.0311728 | Time: 2054.02 ms [2022-03-14 23:11:16 main:581] : INFO : Epoch 1880 | loss: 0.0311269 | val_loss: 0.0311752 | Time: 2203.19 ms [2022-03-14 23:11:18 main:581] : INFO : Epoch 1881 | loss: 0.0311315 | val_loss: 0.0311779 | Time: 2090.69 ms [2022-03-14 23:11:21 main:581] : INFO : Epoch 1882 | loss: 0.0311278 | val_loss: 0.0311735 | Time: 2078.84 ms [2022-03-14 23:11:23 main:581] : INFO : Epoch 1883 | loss: 0.0311246 | val_loss: 0.0311734 | Time: 2061.14 ms [2022-03-14 23:11:25 main:581] : INFO : Epoch 1884 | loss: 0.0311261 | val_loss: 0.0311722 | Time: 2173.96 ms [2022-03-14 23:11:27 main:581] : INFO : Epoch 1885 | loss: 0.0311273 | val_loss: 0.0311746 | Time: 2116.56 ms [2022-03-14 23:11:29 main:581] : INFO : Epoch 1886 | loss: 0.0311277 | val_loss: 0.0311798 | Time: 2081.65 ms [2022-03-14 23:11:31 main:581] : INFO : Epoch 1887 | loss: 0.031134 | val_loss: 0.0311768 | Time: 2068.01 ms [2022-03-14 23:11:33 main:581] : INFO : Epoch 1888 | loss: 0.031139 | val_loss: 0.0311693 | Time: 2157.85 ms [2022-03-14 23:11:35 main:581] : INFO : Epoch 1889 | loss: 0.0311332 | val_loss: 0.0311753 | Time: 2128.15 ms [2022-03-14 23:11:37 main:581] : INFO : Epoch 1890 | loss: 0.0311272 | val_loss: 0.0311724 | Time: 2083.68 ms [2022-03-14 23:11:40 main:581] : INFO : Epoch 1891 | loss: 0.03113 | val_loss: 0.0311789 | Time: 2072.84 ms [2022-03-14 23:11:42 main:581] : INFO : Epoch 1892 | loss: 0.031128 | val_loss: 0.0311736 | Time: 2097.63 ms [2022-03-14 23:11:44 main:581] : INFO : Epoch 1893 | loss: 0.0311256 | val_loss: 0.0311791 | Time: 2168.25 ms [2022-03-14 23:11:46 main:581] : INFO : Epoch 1894 | loss: 0.0311241 | val_loss: 0.0311781 | Time: 2090.02 ms [2022-03-14 23:11:48 main:581] : INFO : Epoch 1895 | loss: 0.0311253 | val_loss: 0.0311717 | Time: 2076.29 ms [2022-03-14 23:11:50 main:581] : INFO : Epoch 1896 | loss: 0.0311275 | val_loss: 0.0311727 | Time: 2052.65 ms [2022-03-14 23:11:52 main:581] : INFO : Epoch 1897 | loss: 0.031126 | val_loss: 0.0311719 | Time: 2206.5 ms [2022-03-14 23:11:54 main:581] : INFO : Epoch 1898 | loss: 0.0311331 | val_loss: 0.0311753 | Time: 2105.33 ms [2022-03-14 23:11:56 main:581] : INFO : Epoch 1899 | loss: 0.0311328 | val_loss: 0.031172 | Time: 2076.14 ms [2022-03-14 23:11:58 main:581] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311799 | Time: 2051.47 ms [2022-03-14 23:12:01 main:581] : INFO : Epoch 1901 | loss: 0.0311237 | val_loss: 0.0311792 | Time: 2289.72 ms [2022-03-14 23:12:03 main:581] : INFO : Epoch 1902 | loss: 0.0311307 | val_loss: 0.0311788 | Time: 2404.91 ms [2022-03-14 23:12:05 main:581] : INFO : Epoch 1903 | loss: 0.0311271 | val_loss: 0.0311799 | Time: 2073.95 ms [2022-03-14 23:12:07 main:581] : INFO : Epoch 1904 | loss: 0.0311268 | val_loss: 0.0311775 | Time: 2055.89 ms [2022-03-14 23:12:09 main:581] : INFO : Epoch 1905 | loss: 0.0311256 | val_loss: 0.0311791 | Time: 2177.64 ms [2022-03-14 23:12:12 main:581] : INFO : Epoch 1906 | loss: 0.0311237 | val_loss: 0.031178 | Time: 2120.26 ms [2022-03-14 23:12:14 main:581] : INFO : Epoch 1907 | loss: 0.0311242 | val_loss: 0.0311736 | Time: 2076.93 ms [2022-03-14 23:12:16 main:581] : INFO : Epoch 1908 | loss: 0.0311216 | val_loss: 0.0311759 | Time: 2053.01 ms [2022-03-14 23:12:18 main:581] : INFO : Epoch 1909 | loss: 0.0311197 | val_loss: 0.0311741 | Time: 2157.47 ms [2022-03-14 23:12:20 main:581] : INFO : Epoch 1910 | loss: 0.0311214 | val_loss: 0.03118 | Time: 2133.21 ms [2022-03-14 23:12:22 main:581] : INFO : Epoch 1911 | loss: 0.031119 | val_loss: 0.0311873 | Time: 2083.58 ms [2022-03-14 23:12:24 main:581] : INFO : Epoch 1912 | loss: 0.0311185 | val_loss: 0.0311833 | Time: 2054.57 ms [2022-03-14 23:12:26 main:581] : INFO : Epoch 1913 | loss: 0.0311174 | val_loss: 0.0311775 | Time: 2116.43 ms [2022-03-14 23:12:28 main:581] : INFO : Epoch 1914 | loss: 0.0311234 | val_loss: 0.0311754 | Time: 2170.41 ms [2022-03-14 23:12:31 main:581] : INFO : Epoch 1915 | loss: 0.0311219 | val_loss: 0.0311883 | Time: 2083.3 ms [2022-03-14 23:12:33 main:581] : INFO : Epoch 1916 | loss: 0.0311274 | val_loss: 0.0311738 | Time: 2058.57 ms [2022-03-14 23:12:35 main:581] : INFO : Epoch 1917 | loss: 0.0311226 | val_loss: 0.0311763 | Time: 2053.73 ms [2022-03-14 23:12:37 main:581] : INFO : Epoch 1918 | loss: 0.0311224 | val_loss: 0.0311802 | Time: 2200.82 ms [2022-03-14 23:12:39 main:581] : INFO : Epoch 1919 | loss: 0.03112 | val_loss: 0.0311771 | Time: 2119.61 ms [2022-03-14 23:12:41 main:581] : INFO : Epoch 1920 | loss: 0.0311178 | val_loss: 0.0311807 | Time: 2063.04 ms [2022-03-14 23:12:43 main:581] : INFO : Epoch 1921 | loss: 0.0311245 | val_loss: 0.0311758 | Time: 2054.86 ms [2022-03-14 23:12:45 main:581] : INFO : Epoch 1922 | loss: 0.0311266 | val_loss: 0.0311722 | Time: 2185.67 ms [2022-03-14 23:12:47 main:581] : INFO : Epoch 1923 | loss: 0.0311365 | val_loss: 0.0311704 | Time: 2132.19 ms [2022-03-14 23:12:49 main:581] : INFO : Epoch 1924 | loss: 0.0311266 | val_loss: 0.0311686 | Time: 2061 ms [2022-03-14 23:12:51 main:581] : INFO : Epoch 1925 | loss: 0.0311216 | val_loss: 0.0311715 | Time: 2055.5 ms [2022-03-14 23:12:54 main:581] : INFO : Epoch 1926 | loss: 0.0311185 | val_loss: 0.031181 | Time: 2165.01 ms [2022-03-14 23:12:56 main:581] : INFO : Epoch 1927 | loss: 0.0311171 | val_loss: 0.0311837 | Time: 2146.94 ms [2022-03-14 23:12:58 main:581] : INFO : Epoch 1928 | loss: 0.0311254 | val_loss: 0.0311767 | Time: 2069.67 ms [2022-03-14 23:13:00 main:581] : INFO : Epoch 1929 | loss: 0.0311321 | val_loss: 0.0311759 | Time: 2143.8 ms [2022-03-14 23:13:02 main:581] : INFO : Epoch 1930 | loss: 0.0311247 | val_loss: 0.0311806 | Time: 2162.71 ms [2022-03-14 23:13:04 main:581] : INFO : Epoch 1931 | loss: 0.0311263 | val_loss: 0.0311793 | Time: 2149.07 ms [2022-03-14 23:13:06 main:581] : INFO : Epoch 1932 | loss: 0.0311247 | val_loss: 0.0311825 | Time: 2071.84 ms [2022-03-14 23:13:08 main:581] : INFO : Epoch 1933 | loss: 0.0311218 | val_loss: 0.031181 | Time: 2050.38 ms [2022-03-14 23:13:11 main:581] : INFO : Epoch 1934 | loss: 0.0311206 | val_loss: 0.0311826 | Time: 2103.7 ms [2022-03-14 23:13:13 main:581] : INFO : Epoch 1935 | loss: 0.0311209 | val_loss: 0.0311771 | Time: 2196.57 ms [2022-03-14 23:13:15 main:581] : INFO : Epoch 1936 | loss: 0.0311247 | val_loss: 0.0311793 | Time: 2088.1 ms [2022-03-14 23:13:17 main:581] : INFO : Epoch 1937 | loss: 0.0311239 | val_loss: 0.031174 | Time: 2052.72 ms [2022-03-14 23:13:19 main:581] : INFO : Epoch 1938 | loss: 0.0311197 | val_loss: 0.0311844 | Time: 2048.39 ms [2022-03-14 23:13:21 main:581] : INFO : Epoch 1939 | loss: 0.031117 | val_loss: 0.0311815 | Time: 2228.36 ms [2022-03-14 23:13:23 main:581] : INFO : Epoch 1940 | loss: 0.0311191 | val_loss: 0.031173 | Time: 2118.54 ms [2022-03-14 23:13:25 main:581] : INFO : Epoch 1941 | loss: 0.0311187 | val_loss: 0.0311813 | Time: 2052.23 ms [2022-03-14 23:13:27 main:581] : INFO : Epoch 1942 | loss: 0.0311187 | val_loss: 0.0311759 | Time: 2051.95 ms [2022-03-14 23:13:30 main:581] : INFO : Epoch 1943 | loss: 0.0311162 | val_loss: 0.0311794 | Time: 2179.37 ms [2022-03-14 23:13:32 main:581] : INFO : Epoch 1944 | loss: 0.0311169 | val_loss: 0.0311808 | Time: 2157.46 ms [2022-03-14 23:13:34 main:581] : INFO : Epoch 1945 | loss: 0.0311142 | val_loss: 0.0311763 | Time: 2056.2 ms [2022-03-14 23:13:36 main:581] : INFO : Epoch 1946 | loss: 0.0311137 | val_loss: 0.0311827 | Time: 2055.31 ms [2022-03-14 23:13:38 main:581] : INFO : Epoch 1947 | loss: 0.0311133 | val_loss: 0.0311763 | Time: 2155.81 ms [2022-03-14 23:13:40 main:581] : INFO : Epoch 1948 | loss: 0.0311124 | val_loss: 0.0311831 | Time: 2173.68 ms [2022-03-14 23:13:42 main:581] : INFO : Epoch 1949 | loss: 0.0311118 | val_loss: 0.0311766 | Time: 2069.9 ms [2022-03-14 23:13:44 main:581] : INFO : Epoch 1950 | loss: 0.031113 | val_loss: 0.0311791 | Time: 2052.35 ms [2022-03-14 23:13:46 main:581] : INFO : Epoch 1951 | loss: 0.0311145 | val_loss: 0.0311869 | Time: 2082.8 ms [2022-03-14 23:13:49 main:581] : INFO : Epoch 1952 | loss: 0.031112 | val_loss: 0.0311824 | Time: 2209.74 ms [2022-03-14 23:13:51 main:581] : INFO : Epoch 1953 | loss: 0.0311116 | val_loss: 0.0311853 | Time: 2101.96 ms [2022-03-14 23:13:53 main:581] : INFO : Epoch 1954 | loss: 0.0311244 | val_loss: 0.031182 | Time: 2058.36 ms [2022-03-14 23:13:55 main:581] : INFO : Epoch 1955 | loss: 0.0311198 | val_loss: 0.0311802 | Time: 2052.15 ms [2022-03-14 23:13:57 main:581] : INFO : Epoch 1956 | loss: 0.031118 | val_loss: 0.0311861 | Time: 2234.73 ms [2022-03-14 23:13:59 main:581] : INFO : Epoch 1957 | loss: 0.0311212 | val_loss: 0.0311856 | Time: 2117.56 ms [2022-03-14 23:14:01 main:581] : INFO : Epoch 1958 | loss: 0.0311174 | val_loss: 0.0311858 | Time: 2076.63 ms [2022-03-14 23:14:03 main:581] : INFO : Epoch 1959 | loss: 0.0311136 | val_loss: 0.0311776 | Time: 2051.61 ms [2022-03-14 23:14:05 main:581] : INFO : Epoch 1960 | loss: 0.0311176 | val_loss: 0.031179 | Time: 2200.8 ms [2022-03-14 23:14:08 main:581] : INFO : Epoch 1961 | loss: 0.0311157 | val_loss: 0.0311859 | Time: 2143.71 ms [2022-03-14 23:14:10 main:581] : INFO : Epoch 1962 | loss: 0.0311148 | val_loss: 0.0311829 | Time: 2051.56 ms [2022-03-14 23:14:12 main:581] : INFO : Epoch 1963 | loss: 0.0311135 | val_loss: 0.0311852 | Time: 2052.06 ms [2022-03-14 23:14:14 main:581] : INFO : Epoch 1964 | loss: 0.031113 | val_loss: 0.0311797 | Time: 2173.15 ms [2022-03-14 23:14:16 main:581] : INFO : Epoch 1965 | loss: 0.031108 | val_loss: 0.0311843 | Time: 2174.91 ms [2022-03-14 23:14:18 main:581] : INFO : Epoch 1966 | loss: 0.0311082 | val_loss: 0.0311907 | Time: 2059.39 ms [2022-03-14 23:14:20 main:581] : INFO : Epoch 1967 | loss: 0.0311112 | val_loss: 0.0311889 | Time: 2055.27 ms [2022-03-14 23:14:22 main:581] : INFO : Epoch 1968 | loss: 0.0311182 | val_loss: 0.0311887 | Time: 2060.68 ms [2022-03-14 23:14:25 main:581] : INFO : Epoch 1969 | loss: 0.0311216 | val_loss: 0.0311758 | Time: 2263.84 ms [2022-03-14 23:14:27 main:581] : INFO : Epoch 1970 | loss: 0.0311186 | val_loss: 0.0311904 | Time: 2096.54 ms [2022-03-14 23:14:29 main:581] : INFO : Epoch 1971 | loss: 0.0311145 | val_loss: 0.0311851 | Time: 2049.36 ms [2022-03-14 23:14:31 main:581] : INFO : Epoch 1972 | loss: 0.0311113 | val_loss: 0.0311784 | Time: 2052.15 ms [2022-03-14 23:14:33 main:581] : INFO : Epoch 1973 | loss: 0.0311153 | val_loss: 0.031182 | Time: 2249.6 ms [2022-03-14 23:14:35 main:581] : INFO : Epoch 1974 | loss: 0.0311141 | val_loss: 0.031194 | Time: 2121.99 ms [2022-03-14 23:14:37 main:581] : INFO : Epoch 1975 | loss: 0.0311182 | val_loss: 0.0311833 | Time: 2053.64 ms [2022-03-14 23:14:39 main:581] : INFO : Epoch 1976 | loss: 0.0311109 | val_loss: 0.0311905 | Time: 2047.67 ms [2022-03-14 23:14:41 main:581] : INFO : Epoch 1977 | loss: 0.0311072 | val_loss: 0.0311808 | Time: 2229.98 ms [2022-03-14 23:14:44 main:581] : INFO : Epoch 1978 | loss: 0.0311117 | val_loss: 0.0311817 | Time: 2148.19 ms [2022-03-14 23:14:46 main:581] : INFO : Epoch 1979 | loss: 0.0311173 | val_loss: 0.031186 | Time: 2048.65 ms [2022-03-14 23:14:48 main:581] : INFO : Epoch 1980 | loss: 0.0311159 | val_loss: 0.0311804 | Time: 2054.45 ms [2022-03-14 23:14:50 main:581] : INFO : Epoch 1981 | loss: 0.0311083 | val_loss: 0.0311815 | Time: 2121.84 ms [2022-03-14 23:14:52 main:581] : INFO : Epoch 1982 | loss: 0.0311056 | val_loss: 0.031188 | Time: 2219.27 ms [2022-03-14 23:14:54 main:581] : INFO : Epoch 1983 | loss: 0.031104 | val_loss: 0.0311843 | Time: 2078.44 ms [2022-03-14 23:14:56 main:581] : INFO : Epoch 1984 | loss: 0.0311042 | val_loss: 0.0311899 | Time: 2051.22 ms [2022-03-14 23:14:58 main:581] : INFO : Epoch 1985 | loss: 0.031102 | val_loss: 0.0311975 | Time: 2051.59 ms [2022-03-14 23:15:01 main:581] : INFO : Epoch 1986 | loss: 0.0311067 | val_loss: 0.0311895 | Time: 2310.71 ms [2022-03-14 23:15:03 main:581] : INFO : Epoch 1987 | loss: 0.0311094 | val_loss: 0.0311839 | Time: 2091.97 ms [2022-03-14 23:15:05 main:581] : INFO : Epoch 1988 | loss: 0.0311123 | val_loss: 0.0311898 | Time: 2052.88 ms [2022-03-14 23:15:07 main:581] : INFO : Epoch 1989 | loss: 0.0311091 | val_loss: 0.0311971 | Time: 2053.86 ms [2022-03-14 23:15:09 main:581] : INFO : Epoch 1990 | loss: 0.0311054 | val_loss: 0.0311886 | Time: 2248.65 ms [2022-03-14 23:15:11 main:581] : INFO : Epoch 1991 | loss: 0.0311052 | val_loss: 0.0311862 | Time: 2132.21 ms [2022-03-14 23:15:13 main:581] : INFO : Epoch 1992 | loss: 0.031111 | val_loss: 0.0311903 | Time: 2058.99 ms [2022-03-14 23:15:15 main:581] : INFO : Epoch 1993 | loss: 0.0311062 | val_loss: 0.031192 | Time: 2061.34 ms [2022-03-14 23:15:17 main:581] : INFO : Epoch 1994 | loss: 0.031105 | val_loss: 0.0311822 | Time: 2243.94 ms [2022-03-14 23:15:20 main:581] : INFO : Epoch 1995 | loss: 0.0311032 | val_loss: 0.0311902 | Time: 2154.46 ms [2022-03-14 23:15:22 main:581] : INFO : Epoch 1996 | loss: 0.0311088 | val_loss: 0.0311921 | Time: 2055.99 ms [2022-03-14 23:15:24 main:581] : INFO : Epoch 1997 | loss: 0.0311062 | val_loss: 0.0311861 | Time: 2054.07 ms [2022-03-14 23:15:26 main:581] : INFO : Epoch 1998 | loss: 0.0311085 | val_loss: 0.0311897 | Time: 2134.29 ms [2022-03-14 23:15:28 main:581] : INFO : Epoch 1999 | loss: 0.0311076 | val_loss: 0.0311864 | Time: 2214.62 ms [2022-03-14 23:15:30 main:581] : INFO : Epoch 2000 | loss: 0.0311095 | val_loss: 0.0311892 | Time: 2075.84 ms [2022-03-14 23:15:32 main:581] : INFO : Epoch 2001 | loss: 0.0311041 | val_loss: 0.0311783 | Time: 2048.93 ms [2022-03-14 23:15:34 main:581] : INFO : Epoch 2002 | loss: 0.0311056 | val_loss: 0.0311871 | Time: 2053.71 ms [2022-03-14 23:15:37 main:581] : INFO : Epoch 2003 | loss: 0.0311088 | val_loss: 0.0311886 | Time: 2291.26 ms [2022-03-14 23:15:39 main:581] : INFO : Epoch 2004 | loss: 0.0311291 | val_loss: 0.0311758 | Time: 2101.1 ms [2022-03-14 23:15:41 main:581] : INFO : Epoch 2005 | loss: 0.0311357 | val_loss: 0.0311769 | Time: 2050.95 ms [2022-03-14 23:15:43 main:581] : INFO : Epoch 2006 | loss: 0.0311284 | val_loss: 0.031175 | Time: 2048.12 ms [2022-03-14 23:15:45 main:581] : INFO : Epoch 2007 | loss: 0.0311206 | val_loss: 0.0311804 | Time: 2258.67 ms [2022-03-14 23:15:47 main:581] : INFO : Epoch 2008 | loss: 0.0311159 | val_loss: 0.0311844 | Time: 2134.85 ms [2022-03-14 23:15:49 main:581] : INFO : Epoch 2009 | loss: 0.0311092 | val_loss: 0.0311868 | Time: 2050.03 ms [2022-03-14 23:15:51 main:581] : INFO : Epoch 2010 | loss: 0.0311092 | val_loss: 0.0311835 | Time: 2047.75 ms [2022-03-14 23:15:53 main:581] : INFO : Epoch 2011 | loss: 0.0311061 | val_loss: 0.0311862 | Time: 2224.59 ms [2022-03-14 23:15:56 main:581] : INFO : Epoch 2012 | loss: 0.0311069 | val_loss: 0.0311903 | Time: 2163.27 ms [2022-03-14 23:15:58 main:581] : INFO : Epoch 2013 | loss: 0.0311035 | val_loss: 0.0311857 | Time: 2054.15 ms [2022-03-14 23:16:00 main:581] : INFO : Epoch 2014 | loss: 0.0311023 | val_loss: 0.0311838 | Time: 2049.63 ms [2022-03-14 23:16:02 main:581] : INFO : Epoch 2015 | loss: 0.0311056 | val_loss: 0.0311894 | Time: 2140.33 ms [2022-03-14 23:16:04 main:581] : INFO : Epoch 2016 | loss: 0.0311076 | val_loss: 0.031189 | Time: 2223.38 ms [2022-03-14 23:16:06 main:581] : INFO : Epoch 2017 | loss: 0.0311168 | val_loss: 0.0311828 | Time: 2089.7 ms [2022-03-14 23:16:08 main:581] : INFO : Epoch 2018 | loss: 0.0311129 | val_loss: 0.0311801 | Time: 2056.58 ms [2022-03-14 23:16:10 main:581] : INFO : Epoch 2019 | loss: 0.0311074 | val_loss: 0.0311898 | Time: 2051.52 ms [2022-03-14 23:16:13 main:581] : INFO : Epoch 2020 | loss: 0.0311079 | val_loss: 0.0311978 | Time: 2265.07 ms [2022-03-14 23:16:15 main:581] : INFO : Epoch 2021 | loss: 0.0311077 | val_loss: 0.0311809 | Time: 2104.65 ms [2022-03-14 23:16:17 main:581] : INFO : Epoch 2022 | loss: 0.0311071 | val_loss: 0.0311883 | Time: 2054.5 ms [2022-03-14 23:16:19 main:581] : INFO : Epoch 2023 | loss: 0.0311048 | val_loss: 0.0311916 | Time: 2052.72 ms [2022-03-14 23:16:21 main:581] : INFO : Epoch 2024 | loss: 0.0311052 | val_loss: 0.0311858 | Time: 2243.38 ms [2022-03-14 23:16:23 main:581] : INFO : Epoch 2025 | loss: 0.0311033 | val_loss: 0.0311986 | Time: 2132.64 ms [2022-03-14 23:16:25 main:581] : INFO : Epoch 2026 | loss: 0.0311015 | val_loss: 0.0311887 | Time: 2051.46 ms [2022-03-14 23:16:27 main:581] : INFO : Epoch 2027 | loss: 0.0311063 | val_loss: 0.0311851 | Time: 2049.67 ms [2022-03-14 23:16:29 main:581] : INFO : Epoch 2028 | loss: 0.0311056 | val_loss: 0.0311884 | Time: 2229.7 ms [2022-03-14 23:16:32 main:581] : INFO : Epoch 2029 | loss: 0.0311081 | val_loss: 0.0311814 | Time: 2165.83 ms [2022-03-14 23:16:34 main:581] : INFO : Epoch 2030 | loss: 0.031113 | val_loss: 0.031184 | Time: 2048.75 ms [2022-03-14 23:16:36 main:581] : INFO : Epoch 2031 | loss: 0.0311093 | val_loss: 0.0311824 | Time: 2051.12 ms [2022-03-14 23:16:38 main:581] : INFO : Epoch 2032 | loss: 0.0311124 | val_loss: 0.0311836 | Time: 2063.56 ms [2022-03-14 23:16:40 main:581] : INFO : Epoch 2033 | loss: 0.0311077 | val_loss: 0.0311905 | Time: 2287.43 ms [2022-03-14 23:16:42 main:581] : INFO : Epoch 2034 | loss: 0.0311023 | val_loss: 0.0311931 | Time: 2083.42 ms [2022-03-14 23:16:44 main:581] : INFO : Epoch 2035 | loss: 0.0311028 | val_loss: 0.0311913 | Time: 2050.81 ms [2022-03-14 23:16:46 main:581] : INFO : Epoch 2036 | loss: 0.0311025 | val_loss: 0.0311904 | Time: 2050.6 ms [2022-03-14 23:16:49 main:581] : INFO : Epoch 2037 | loss: 0.031102 | val_loss: 0.0311958 | Time: 2254.18 ms [2022-03-14 23:16:51 main:581] : INFO : Epoch 2038 | loss: 0.0310997 | val_loss: 0.0312022 | Time: 2119.74 ms [2022-03-14 23:16:53 main:581] : INFO : Epoch 2039 | loss: 0.031104 | val_loss: 0.0311866 | Time: 2051.42 ms [2022-03-14 23:16:55 main:581] : INFO : Epoch 2040 | loss: 0.0311072 | val_loss: 0.0311881 | Time: 2050.07 ms [2022-03-14 23:16:57 main:581] : INFO : Epoch 2041 | loss: 0.0311035 | val_loss: 0.0311929 | Time: 2229.31 ms [2022-03-14 23:16:59 main:581] : INFO : Epoch 2042 | loss: 0.0311018 | val_loss: 0.0311888 | Time: 2153.09 ms [2022-03-14 23:17:02 main:581] : INFO : Epoch 2043 | loss: 0.0311054 | val_loss: 0.0311863 | Time: 2730.47 ms [2022-03-14 23:17:04 main:581] : INFO : Epoch 2044 | loss: 0.0311116 | val_loss: 0.0311918 | Time: 2528.53 ms [2022-03-14 23:17:07 main:581] : INFO : Epoch 2045 | loss: 0.0311056 | val_loss: 0.0311862 | Time: 2258.22 ms [2022-03-14 23:17:09 main:581] : INFO : Epoch 2046 | loss: 0.0311015 | val_loss: 0.0311876 | Time: 2125.36 ms [2022-03-14 23:17:11 main:581] : INFO : Epoch 2047 | loss: 0.0311006 | val_loss: 0.0312053 | Time: 2056.33 ms [2022-03-14 23:17:13 main:581] : INFO : Epoch 2048 | loss: 0.0311013 | val_loss: 0.0311865 | Time: 2053.15 ms [2022-03-14 23:17:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311865 [2022-03-14 23:17:13 main:610] : INFO : Saving end state to config to file [2022-03-14 23:17:13 main:615] : INFO : Success, exiting.. 23:17:13 (1598): 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)