Task 5546644
| Name | ParityMachine-1625097806-32538-0_0 |
| Workunit | 3395471 |
| Created | 1 Jul 2021, 0:03:27 UTC |
| Sent | 4 Jul 2021, 17:57:16 UTC |
| Report deadline | 12 Jul 2021, 17:57:16 UTC |
| Received | 5 Jul 2021, 3:52:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 6 min 21 sec |
| CPU time | 1 hours 5 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 92 | loss: 0.0310137 | val_loss: 0.0312127 | Time: 1741.58 ms [2021-07-05 03:20:14 main:574] : INFO : Epoch 1593 | loss: 0.03102 | val_loss: 0.0312256 | Time: 1728.91 ms [2021-07-05 03:20:16 main:574] : INFO : Epoch 1594 | loss: 0.0310242 | val_loss: 0.0312198 | Time: 1737.14 ms [2021-07-05 03:20:18 main:574] : INFO : Epoch 1595 | loss: 0.0310348 | val_loss: 0.031214 | Time: 1727.51 ms [2021-07-05 03:20:19 main:574] : INFO : Epoch 1596 | loss: 0.0310205 | val_loss: 0.0312003 | Time: 1734.02 ms [2021-07-05 03:20:21 main:574] : INFO : Epoch 1597 | loss: 0.0310166 | val_loss: 0.0312346 | Time: 1732.25 ms [2021-07-05 03:20:23 main:574] : INFO : Epoch 1598 | loss: 0.0310145 | val_loss: 0.0312141 | Time: 1741.24 ms [2021-07-05 03:20:25 main:574] : INFO : Epoch 1599 | loss: 0.0310127 | val_loss: 0.0312157 | Time: 1741.3 ms [2021-07-05 03:20:26 main:574] : INFO : Epoch 1600 | loss: 0.0310109 | val_loss: 0.0312212 | Time: 1744.87 ms [2021-07-05 03:20:28 main:574] : INFO : Epoch 1601 | loss: 0.0310106 | val_loss: 0.0312133 | Time: 1751.23 ms [2021-07-05 03:20:30 main:574] : INFO : Epoch 1602 | loss: 0.031011 | val_loss: 0.0312202 | Time: 1733.22 ms [2021-07-05 03:20:32 main:574] : INFO : Epoch 1603 | loss: 0.031012 | val_loss: 0.031219 | Time: 1728.02 ms [2021-07-05 03:20:33 main:574] : INFO : Epoch 1604 | loss: 0.03101 | val_loss: 0.0312312 | Time: 1730.61 ms [2021-07-05 03:20:35 main:574] : INFO : Epoch 1605 | loss: 0.0310164 | val_loss: 0.0312063 | Time: 1715.43 ms [2021-07-05 03:20:37 main:574] : INFO : Epoch 1606 | loss: 0.0310092 | val_loss: 0.0312165 | Time: 1722.87 ms [2021-07-05 03:20:38 main:574] : INFO : Epoch 1607 | loss: 0.0310092 | val_loss: 0.0312194 | Time: 1730.94 ms [2021-07-05 03:20:40 main:574] : INFO : Epoch 1608 | loss: 0.0310145 | val_loss: 0.0312247 | Time: 1748.77 ms [2021-07-05 03:20:42 main:574] : INFO : Epoch 1609 | loss: 0.0310192 | val_loss: 0.031214 | Time: 1755.1 ms [2021-07-05 03:20:44 main:574] : INFO : Epoch 1610 | loss: 0.0310202 | val_loss: 0.0312285 | Time: 1722.08 ms [2021-07-05 03:20:45 main:574] : INFO : Epoch 1611 | loss: 0.0310158 | val_loss: 0.0312062 | Time: 1715.68 ms [2021-07-05 03:20:47 main:574] : INFO : Epoch 1612 | loss: 0.0310128 | val_loss: 0.0312107 | Time: 1728.37 ms [2021-07-05 03:20:49 main:574] : INFO : Epoch 1613 | loss: 0.0310107 | val_loss: 0.0312278 | Time: 1718.63 ms [2021-07-05 03:20:51 main:574] : INFO : Epoch 1614 | loss: 0.0310111 | val_loss: 0.0312036 | Time: 1727.85 ms [2021-07-05 03:20:52 main:574] : INFO : Epoch 1615 | loss: 0.0310086 | val_loss: 0.0312146 | Time: 1701.86 ms [2021-07-05 03:20:54 main:574] : INFO : Epoch 1616 | loss: 0.0310208 | val_loss: 0.0312104 | Time: 1701.17 ms [2021-07-05 03:20:56 main:574] : INFO : Epoch 1617 | loss: 0.0310197 | val_loss: 0.0312174 | Time: 1732.97 ms [2021-07-05 03:20:58 main:574] : INFO : Epoch 1618 | loss: 0.0310135 | val_loss: 0.0312235 | Time: 1728.32 ms [2021-07-05 03:20:59 main:574] : INFO : Epoch 1619 | loss: 0.0310056 | val_loss: 0.031231 | Time: 1726.37 ms [2021-07-05 03:21:01 main:574] : INFO : Epoch 1620 | loss: 0.0310065 | val_loss: 0.0312267 | Time: 1747.79 ms [2021-07-05 03:21:03 main:574] : INFO : Epoch 1621 | loss: 0.0310056 | val_loss: 0.0312133 | Time: 1732.89 ms [2021-07-05 03:21:05 main:574] : INFO : Epoch 1622 | loss: 0.031021 | val_loss: 0.0312088 | Time: 1709.55 ms [2021-07-05 03:21:06 main:574] : INFO : Epoch 1623 | loss: 0.0310272 | val_loss: 0.0311969 | Time: 1718.73 ms [2021-07-05 03:21:08 main:574] : INFO : Epoch 1624 | loss: 0.0310202 | val_loss: 0.0312289 | Time: 1721.2 ms [2021-07-05 03:21:10 main:574] : INFO : Epoch 1625 | loss: 0.0310124 | val_loss: 0.0312382 | Time: 1706.32 ms [2021-07-05 03:21:11 main:574] : INFO : Epoch 1626 | loss: 0.031013 | val_loss: 0.0312251 | Time: 1744.33 ms [2021-07-05 03:21:13 main:574] : INFO : Epoch 1627 | loss: 0.0310126 | val_loss: 0.0312092 | Time: 1718.59 ms [2021-07-05 03:21:15 main:574] : INFO : Epoch 1628 | loss: 0.0310121 | val_loss: 0.0312132 | Time: 1708.73 ms [2021-07-05 03:21:17 main:574] : INFO : Epoch 1629 | loss: 0.0310144 | val_loss: 0.0312107 | Time: 1716.62 ms [2021-07-05 03:21:18 main:574] : INFO : Epoch 1630 | loss: 0.0310128 | val_loss: 0.0312093 | Time: 1728.35 ms [2021-07-05 03:21:20 main:574] : INFO : Epoch 1631 | loss: 0.0310075 | val_loss: 0.0312147 | Time: 1741.92 ms [2021-07-05 03:21:22 main:574] : INFO : Epoch 1632 | loss: 0.0310094 | val_loss: 0.0312185 | Time: 1733.09 ms [2021-07-05 03:21:24 main:574] : INFO : Epoch 1633 | loss: 0.0310164 | val_loss: 0.0312109 | Time: 1737.34 ms [2021-07-05 03:21:25 main:574] : INFO : Epoch 1634 | loss: 0.0310125 | val_loss: 0.0312179 | Time: 1729.37 ms [2021-07-05 03:21:27 main:574] : INFO : Epoch 1635 | loss: 0.0310162 | val_loss: 0.0312375 | Time: 1718.93 ms [2021-07-05 03:21:29 main:574] : INFO : Epoch 1636 | loss: 0.0310202 | val_loss: 0.0312339 | Time: 1711.24 ms [2021-07-05 03:21:30 main:574] : INFO : Epoch 1637 | loss: 0.0310201 | val_loss: 0.0312047 | Time: 1695 ms [2021-07-05 03:21:32 main:574] : INFO : Epoch 1638 | loss: 0.0310231 | val_loss: 0.0311949 | Time: 1722.17 ms [2021-07-05 03:21:34 main:574] : INFO : Epoch 1639 | loss: 0.0310194 | val_loss: 0.0312241 | Time: 1720.21 ms [2021-07-05 03:21:36 main:574] : INFO : Epoch 1640 | loss: 0.0310392 | val_loss: 0.0312001 | Time: 1713.06 ms [2021-07-05 03:21:37 main:574] : INFO : Epoch 1641 | loss: 0.0310382 | val_loss: 0.0311994 | Time: 1720.71 ms [2021-07-05 03:21:39 main:574] : INFO : Epoch 1642 | loss: 0.0310208 | val_loss: 0.0312229 | Time: 1719.72 ms [2021-07-05 03:21:41 main:574] : INFO : Epoch 1643 | loss: 0.031015 | val_loss: 0.0312148 | Time: 1766.17 ms [2021-07-05 03:21:43 main:574] : INFO : Epoch 1644 | loss: 0.031013 | val_loss: 0.0312075 | Time: 1731 ms [2021-07-05 03:21:44 main:574] : INFO : Epoch 1645 | loss: 0.0310163 | val_loss: 0.0312184 | Time: 1729.17 ms [2021-07-05 03:21:46 main:574] : INFO : Epoch 1646 | loss: 0.0310193 | val_loss: 0.0312172 | Time: 1723.54 ms [2021-07-05 03:21:48 main:574] : INFO : Epoch 1647 | loss: 0.0310164 | val_loss: 0.0312121 | Time: 1725.58 ms [2021-07-05 03:21:50 main:574] : INFO : Epoch 1648 | loss: 0.0310228 | val_loss: 0.0312251 | Time: 1732.71 ms [2021-07-05 03:21:51 main:574] : INFO : Epoch 1649 | loss: 0.0310196 | val_loss: 0.0312048 | Time: 1723.47 ms [2021-07-05 03:21:53 main:574] : INFO : Epoch 1650 | loss: 0.0310247 | val_loss: 0.0312246 | Time: 1702.94 ms [2021-07-05 03:21:55 main:574] : INFO : Epoch 1651 | loss: 0.0310165 | val_loss: 0.0312135 | Time: 1708.8 ms [2021-07-05 03:21:56 main:574] : INFO : Epoch 1652 | loss: 0.0310171 | val_loss: 0.0312077 | Time: 1750.84 ms [2021-07-05 03:21:58 main:574] : INFO : Epoch 1653 | loss: 0.0310182 | val_loss: 0.0312285 | Time: 1680.5 ms [2021-07-05 03:22:00 main:574] : INFO : Epoch 1654 | loss: 0.0310125 | val_loss: 0.0312147 | Time: 1719.96 ms [2021-07-05 03:22:02 main:574] : INFO : Epoch 1655 | loss: 0.0310125 | val_loss: 0.0312191 | Time: 1704.19 ms [2021-07-05 03:22:03 main:574] : INFO : Epoch 1656 | loss: 0.0310097 | val_loss: 0.031226 | Time: 1744.11 ms [2021-07-05 03:22:05 main:574] : INFO : Epoch 1657 | loss: 0.0310105 | val_loss: 0.0312283 | Time: 1743.74 ms [2021-07-05 03:22:07 main:574] : INFO : Epoch 1658 | loss: 0.0310105 | val_loss: 0.0312165 | Time: 1727.17 ms [2021-07-05 03:22:09 main:574] : INFO : Epoch 1659 | loss: 0.0310087 | val_loss: 0.0312362 | Time: 1736.96 ms [2021-07-05 03:22:10 main:574] : INFO : Epoch 1660 | loss: 0.031008 | val_loss: 0.0312164 | Time: 1689.71 ms [2021-07-05 03:22:12 main:574] : INFO : Epoch 1661 | loss: 0.0310036 | val_loss: 0.0312307 | Time: 1713.28 ms [2021-07-05 03:22:14 main:574] : INFO : Epoch 1662 | loss: 0.0310313 | val_loss: 0.0312063 | Time: 1734.04 ms [2021-07-05 03:22:15 main:574] : INFO : Epoch 1663 | loss: 0.0310491 | val_loss: 0.031205 | Time: 1735.53 ms [2021-07-05 03:22:17 main:574] : INFO : Epoch 1664 | loss: 0.0310295 | val_loss: 0.0312175 | Time: 1740.72 ms [2021-07-05 03:22:19 main:574] : INFO : Epoch 1665 | loss: 0.0310334 | val_loss: 0.0312031 | Time: 1732.97 ms [2021-07-05 03:22:21 main:574] : INFO : Epoch 1666 | loss: 0.0310442 | val_loss: 0.0312 | Time: 1724.71 ms [2021-07-05 03:22:22 main:574] : INFO : Epoch 1667 | loss: 0.0310385 | val_loss: 0.0312123 | Time: 1750.4 ms [2021-07-05 03:22:24 main:574] : INFO : Epoch 1668 | loss: 0.0310284 | val_loss: 0.0312188 | Time: 1743.42 ms [2021-07-05 03:22:26 main:574] : INFO : Epoch 1669 | loss: 0.0310159 | val_loss: 0.031212 | Time: 1746.2 ms [2021-07-05 03:22:28 main:574] : INFO : Epoch 1670 | loss: 0.0310149 | val_loss: 0.0312177 | Time: 1745 ms [2021-07-05 03:22:29 main:574] : INFO : Epoch 1671 | loss: 0.0310091 | val_loss: 0.0312241 | Time: 1710.86 ms [2021-07-05 03:22:31 main:574] : INFO : Epoch 1672 | loss: 0.0310128 | val_loss: 0.0312206 | Time: 1738.59 ms [2021-07-05 03:22:33 main:574] : INFO : Epoch 1673 | loss: 0.0310144 | val_loss: 0.031218 | Time: 1729.52 ms [2021-07-05 03:22:35 main:574] : INFO : Epoch 1674 | loss: 0.0310147 | val_loss: 0.0312368 | Time: 1737.44 ms [2021-07-05 03:22:36 main:574] : INFO : Epoch 1675 | loss: 0.0310124 | val_loss: 0.0312246 | Time: 1723.75 ms [2021-07-05 03:22:38 main:574] : INFO : Epoch 1676 | loss: 0.0310123 | val_loss: 0.0312237 | Time: 1724.21 ms [2021-07-05 03:22:40 main:574] : INFO : Epoch 1677 | loss: 0.031011 | val_loss: 0.0312067 | Time: 1687.82 ms [2021-07-05 03:22:41 main:574] : INFO : Epoch 1678 | loss: 0.0310118 | val_loss: 0.0312336 | Time: 1683.99 ms [2021-07-05 03:22:43 main:574] : INFO : Epoch 1679 | loss: 0.0310067 | val_loss: 0.0312178 | Time: 1652.4 ms [2021-07-05 03:22:45 main:574] : INFO : Epoch 1680 | loss: 0.031016 | val_loss: 0.031218 | Time: 1725.41 ms [2021-07-05 03:22:47 main:574] : INFO : Epoch 1681 | loss: 0.0310227 | val_loss: 0.0312116 | Time: 1716.44 ms [2021-07-05 03:22:48 main:574] : INFO : Epoch 1682 | loss: 0.0310144 | val_loss: 0.0312193 | Time: 1714.75 ms [2021-07-05 03:22:50 main:574] : INFO : Epoch 1683 | loss: 0.0310089 | val_loss: 0.0312211 | Time: 1704.36 ms [2021-07-05 03:22:52 main:574] : INFO : Epoch 1684 | loss: 0.0310115 | val_loss: 0.0312199 | Time: 1709.56 ms [2021-07-05 03:22:53 main:574] : INFO : Epoch 1685 | loss: 0.0310098 | val_loss: 0.0311985 | Time: 1710.78 ms [2021-07-05 03:22:55 main:574] : INFO : Epoch 1686 | loss: 0.0310091 | val_loss: 0.0312071 | Time: 1728.49 ms [2021-07-05 03:22:57 main:574] : INFO : Epoch 1687 | loss: 0.031007 | val_loss: 0.0312191 | Time: 1723.47 ms [2021-07-05 03:22:59 main:574] : INFO : Epoch 1688 | loss: 0.0310142 | val_loss: 0.0312172 | Time: 1743.97 ms [2021-07-05 03:23:00 main:574] : INFO : Epoch 1689 | loss: 0.0310116 | val_loss: 0.0312414 | Time: 1702.1 ms [2021-07-05 03:23:02 main:574] : INFO : Epoch 1690 | loss: 0.0310091 | val_loss: 0.0312173 | Time: 1723.17 ms [2021-07-05 03:23:04 main:574] : INFO : Epoch 1691 | loss: 0.0310119 | val_loss: 0.0312254 | Time: 1733.58 ms [2021-07-05 03:23:06 main:574] : INFO : Epoch 1692 | loss: 0.0310191 | val_loss: 0.031216 | Time: 1767.98 ms [2021-07-05 03:23:07 main:574] : INFO : Epoch 1693 | loss: 0.0310269 | val_loss: 0.0312141 | Time: 1728.52 ms [2021-07-05 03:23:09 main:574] : INFO : Epoch 1694 | loss: 0.031033 | val_loss: 0.03121 | Time: 1747.37 ms [2021-07-05 03:23:11 main:574] : INFO : Epoch 1695 | loss: 0.0310179 | val_loss: 0.0312078 | Time: 1709.56 ms [2021-07-05 03:23:13 main:574] : INFO : Epoch 1696 | loss: 0.0310169 | val_loss: 0.0312073 | Time: 1736.34 ms [2021-07-05 03:23:14 main:574] : INFO : Epoch 1697 | loss: 0.031012 | val_loss: 0.0312156 | Time: 1726.07 ms [2021-07-05 03:23:16 main:574] : INFO : Epoch 1698 | loss: 0.0310146 | val_loss: 0.0312137 | Time: 1685.36 ms [2021-07-05 03:23:18 main:574] : INFO : Epoch 1699 | loss: 0.0310253 | val_loss: 0.031219 | Time: 1716.01 ms [2021-07-05 03:23:19 main:574] : INFO : Epoch 1700 | loss: 0.0310209 | val_loss: 0.0312303 | Time: 1716.09 ms [2021-07-05 03:23:21 main:574] : INFO : Epoch 1701 | loss: 0.0310165 | val_loss: 0.0312201 | Time: 1721.18 ms [2021-07-05 03:23:23 main:574] : INFO : Epoch 1702 | loss: 0.0310073 | val_loss: 0.031238 | Time: 1704.07 ms [2021-07-05 03:23:25 main:574] : INFO : Epoch 1703 | loss: 0.0310072 | val_loss: 0.0312158 | Time: 1715.32 ms [2021-07-05 03:23:26 main:574] : INFO : Epoch 1704 | loss: 0.03101 | val_loss: 0.0312134 | Time: 1759.72 ms [2021-07-05 03:23:28 main:574] : INFO : Epoch 1705 | loss: 0.0310112 | val_loss: 0.0312199 | Time: 1770.25 ms [2021-07-05 03:23:30 main:574] : INFO : Epoch 1706 | loss: 0.0310147 | val_loss: 0.0312146 | Time: 1705.73 ms [2021-07-05 03:23:32 main:574] : INFO : Epoch 1707 | loss: 0.0310172 | val_loss: 0.0311946 | Time: 1695.75 ms [2021-07-05 03:23:33 main:574] : INFO : Epoch 1708 | loss: 0.0310207 | val_loss: 0.0312288 | Time: 1712.31 ms [2021-07-05 03:23:35 main:574] : INFO : Epoch 1709 | loss: 0.0310187 | val_loss: 0.0312061 | Time: 1726.01 ms [2021-07-05 03:23:37 main:574] : INFO : Epoch 1710 | loss: 0.0310125 | val_loss: 0.0312098 | Time: 1715.66 ms [2021-07-05 03:23:38 main:574] : INFO : Epoch 1711 | loss: 0.0310118 | val_loss: 0.0312194 | Time: 1730.76 ms [2021-07-05 03:23:40 main:574] : INFO : Epoch 1712 | loss: 0.0310092 | val_loss: 0.0312199 | Time: 1685.43 ms [2021-07-05 03:23:42 main:574] : INFO : Epoch 1713 | loss: 0.0310425 | val_loss: 0.0312104 | Time: 1707.28 ms [2021-07-05 03:23:44 main:574] : INFO : Epoch 1714 | loss: 0.0310309 | val_loss: 0.0312205 | Time: 1729.24 ms [2021-07-05 03:23:45 main:574] : INFO : Epoch 1715 | loss: 0.0310196 | val_loss: 0.03122 | Time: 1746.22 ms [2021-07-05 03:23:47 main:574] : INFO : Epoch 1716 | loss: 0.0310083 | val_loss: 0.0312194 | Time: 1713.93 ms [2021-07-05 03:23:49 main:574] : INFO : Epoch 1717 | loss: 0.0310071 | val_loss: 0.0312276 | Time: 1724.74 ms [2021-07-05 03:23:51 main:574] : INFO : Epoch 1718 | loss: 0.0310062 | val_loss: 0.0312273 | Time: 1753.62 ms [2021-07-05 03:23:52 main:574] : INFO : Epoch 1719 | loss: 0.0310079 | val_loss: 0.0312385 | Time: 1720.52 ms [2021-07-05 03:23:54 main:574] : INFO : Epoch 1720 | loss: 0.0310109 | val_loss: 0.0312137 | Time: 1719.85 ms [2021-07-05 03:23:56 main:574] : INFO : Epoch 1721 | loss: 0.0310051 | val_loss: 0.031232 | Time: 1776.92 ms [2021-07-05 03:23:58 main:574] : INFO : Epoch 1722 | loss: 0.031001 | val_loss: 0.0312268 | Time: 1689.42 ms [2021-07-05 03:23:59 main:574] : INFO : Epoch 1723 | loss: 0.0310109 | val_loss: 0.0312195 | Time: 1712.54 ms [2021-07-05 03:24:01 main:574] : INFO : Epoch 1724 | loss: 0.0310137 | val_loss: 0.0312193 | Time: 1726.3 ms [2021-07-05 03:24:03 main:574] : INFO : Epoch 1725 | loss: 0.0310156 | val_loss: 0.0312255 | Time: 1767.2 ms [2021-07-05 03:24:04 main:574] : INFO : Epoch 1726 | loss: 0.0310088 | val_loss: 0.031223 | Time: 1745.71 ms [2021-07-05 03:24:06 main:574] : INFO : Epoch 1727 | loss: 0.0310036 | val_loss: 0.0312289 | Time: 1714.45 ms [2021-07-05 03:24:08 main:574] : INFO : Epoch 1728 | loss: 0.0310037 | val_loss: 0.0312167 | Time: 1722.11 ms [2021-07-05 03:24:10 main:574] : INFO : Epoch 1729 | loss: 0.0310064 | val_loss: 0.0312146 | Time: 1725.05 ms [2021-07-05 03:24:11 main:574] : INFO : Epoch 1730 | loss: 0.0310036 | val_loss: 0.0312265 | Time: 1688.85 ms [2021-07-05 03:24:13 main:574] : INFO : Epoch 1731 | loss: 0.0310116 | val_loss: 0.0312274 | Time: 1687.08 ms [2021-07-05 03:24:15 main:574] : INFO : Epoch 1732 | loss: 0.031016 | val_loss: 0.031218 | Time: 1696.12 ms [2021-07-05 03:24:16 main:574] : INFO : Epoch 1733 | loss: 0.0310285 | val_loss: 0.0312155 | Time: 1709.11 ms [2021-07-05 03:24:18 main:574] : INFO : Epoch 1734 | loss: 0.0310196 | val_loss: 0.0312242 | Time: 1752.15 ms [2021-07-05 03:24:20 main:574] : INFO : Epoch 1735 | loss: 0.031016 | val_loss: 0.0312262 | Time: 1729.78 ms [2021-07-05 03:24:22 main:574] : INFO : Epoch 1736 | loss: 0.0310176 | val_loss: 0.0312079 | Time: 1757.72 ms [2021-07-05 03:24:24 main:574] : INFO : Epoch 1737 | loss: 0.0310804 | val_loss: 0.0312113 | Time: 1771.1 ms [2021-07-05 03:24:25 main:574] : INFO : Epoch 1738 | loss: 0.0311197 | val_loss: 0.0311747 | Time: 1735.02 ms [2021-07-05 03:24:27 main:574] : INFO : Epoch 1739 | loss: 0.0310914 | val_loss: 0.0311731 | Time: 1726.9 ms [2021-07-05 03:24:29 main:574] : INFO : Epoch 1740 | loss: 0.031075 | val_loss: 0.0311748 | Time: 1754.41 ms [2021-07-05 03:24:30 main:574] : INFO : Epoch 1741 | loss: 0.0310621 | val_loss: 0.0311884 | Time: 1718.28 ms [2021-07-05 03:24:32 main:574] : INFO : Epoch 1742 | loss: 0.0310524 | val_loss: 0.0311937 | Time: 1727.18 ms [2021-07-05 03:24:34 main:574] : INFO : Epoch 1743 | loss: 0.0310345 | val_loss: 0.0312076 | Time: 1747.1 ms [2021-07-05 03:24:36 main:574] : INFO : Epoch 1744 | loss: 0.0310292 | val_loss: 0.0312069 | Time: 1716.8 ms [2021-07-05 03:24:37 main:574] : INFO : Epoch 1745 | loss: 0.0310211 | val_loss: 0.03121 | Time: 1740.85 ms [2021-07-05 03:24:39 main:574] : INFO : Epoch 1746 | loss: 0.031011 | val_loss: 0.031201 | Time: 1743.48 ms [2021-07-05 03:24:41 main:574] : INFO : Epoch 1747 | loss: 0.0310148 | val_loss: 0.0312024 | Time: 1766.91 ms [2021-07-05 03:24:43 main:574] : INFO : Epoch 1748 | loss: 0.031009 | val_loss: 0.0312155 | Time: 1731.9 ms [2021-07-05 03:24:44 main:574] : INFO : Epoch 1749 | loss: 0.0310101 | val_loss: 0.0312237 | Time: 1738.07 ms [2021-07-05 03:24:46 main:574] : INFO : Epoch 1750 | loss: 0.0310015 | val_loss: 0.0312215 | Time: 1716.53 ms [2021-07-05 03:24:48 main:574] : INFO : Epoch 1751 | loss: 0.0310102 | val_loss: 0.0312276 | Time: 1695.08 ms [2021-07-05 03:24:50 main:574] : INFO : Epoch 1752 | loss: 0.0310128 | val_loss: 0.0312304 | Time: 1692.76 ms [2021-07-05 03:24:51 main:574] : INFO : Epoch 1753 | loss: 0.0310111 | val_loss: 0.0312119 | Time: 1738.28 ms [2021-07-05 03:24:53 main:574] : INFO : Epoch 1754 | loss: 0.0310102 | val_loss: 0.0312008 | Time: 1718.62 ms [2021-07-05 03:24:55 main:574] : INFO : Epoch 1755 | loss: 0.0310143 | val_loss: 0.0312177 | Time: 1734.23 ms [2021-07-05 03:24:57 main:574] : INFO : Epoch 1756 | loss: 0.0310123 | val_loss: 0.0312281 | Time: 1755.48 ms [2021-07-05 03:24:58 main:574] : INFO : Epoch 1757 | loss: 0.0310077 | val_loss: 0.0312254 | Time: 1726.83 ms [2021-07-05 03:25:00 main:574] : INFO : Epoch 1758 | loss: 0.0310095 | val_loss: 0.0312072 | Time: 1719.76 ms [2021-07-05 03:25:02 main:574] : INFO : Epoch 1759 | loss: 0.0310397 | val_loss: 0.0312081 | Time: 1700.58 ms [2021-07-05 03:25:03 main:574] : INFO : Epoch 1760 | loss: 0.0310246 | val_loss: 0.0312182 | Time: 1700.36 ms [2021-07-05 03:25:05 main:574] : INFO : Epoch 1761 | loss: 0.031019 | val_loss: 0.0312096 | Time: 1751.43 ms [2021-07-05 03:25:07 main:574] : INFO : Epoch 1762 | loss: 0.0310111 | val_loss: 0.0312469 | Time: 1726.39 ms [2021-07-05 03:25:09 main:574] : INFO : Epoch 1763 | loss: 0.0310099 | val_loss: 0.0312258 | Time: 1754.89 ms [2021-07-05 03:25:10 main:574] : INFO : Epoch 1764 | loss: 0.0310083 | val_loss: 0.0312227 | Time: 1740.8 ms [2021-07-05 03:25:12 main:574] : INFO : Epoch 1765 | loss: 0.0310015 | val_loss: 0.0312276 | Time: 1744.2 ms [2021-07-05 03:25:14 main:574] : INFO : Epoch 1766 | loss: 0.0310022 | val_loss: 0.0312273 | Time: 1743.29 ms [2021-07-05 03:25:16 main:574] : INFO : Epoch 1767 | loss: 0.0310036 | val_loss: 0.0312172 | Time: 1727.91 ms [2021-07-05 03:25:17 main:574] : INFO : Epoch 1768 | loss: 0.0310003 | val_loss: 0.0312369 | Time: 1737.32 ms [2021-07-05 03:25:19 main:574] : INFO : Epoch 1769 | loss: 0.0310338 | val_loss: 0.0312099 | Time: 1737.29 ms [2021-07-05 03:25:21 main:574] : INFO : Epoch 1770 | loss: 0.031057 | val_loss: 0.0312007 | Time: 1710 ms [2021-07-05 03:25:23 main:574] : INFO : Epoch 1771 | loss: 0.0310399 | val_loss: 0.0312084 | Time: 1715.54 ms [2021-07-05 03:25:24 main:574] : INFO : Epoch 1772 | loss: 0.031028 | val_loss: 0.0312018 | Time: 1725.31 ms [2021-07-05 03:25:26 main:574] : INFO : Epoch 1773 | loss: 0.031014 | val_loss: 0.0312223 | Time: 1756.67 ms [2021-07-05 03:25:28 main:574] : INFO : Epoch 1774 | loss: 0.0310079 | val_loss: 0.0312201 | Time: 1771.62 ms [2021-07-05 03:25:30 main:574] : INFO : Epoch 1775 | loss: 0.0310036 | val_loss: 0.0312197 | Time: 1724.16 ms [2021-07-05 03:25:31 main:574] : INFO : Epoch 1776 | loss: 0.031001 | val_loss: 0.0312218 | Time: 1697.64 ms [2021-07-05 03:25:33 main:574] : INFO : Epoch 1777 | loss: 0.0310033 | val_loss: 0.0312336 | Time: 1682.67 ms [2021-07-05 03:25:35 main:574] : INFO : Epoch 1778 | loss: 0.0310117 | val_loss: 0.0312252 | Time: 1701.02 ms [2021-07-05 03:25:36 main:574] : INFO : Epoch 1779 | loss: 0.0310192 | val_loss: 0.0312059 | Time: 1720.04 ms [2021-07-05 03:25:38 main:574] : INFO : Epoch 1780 | loss: 0.0310108 | val_loss: 0.0312273 | Time: 1708.77 ms [2021-07-05 03:25:40 main:574] : INFO : Epoch 1781 | loss: 0.0310121 | val_loss: 0.0312301 | Time: 1753.58 ms [2021-07-05 03:25:42 main:574] : INFO : Epoch 1782 | loss: 0.0310105 | val_loss: 0.0311996 | Time: 1706.86 ms [2021-07-05 03:25:43 main:574] : INFO : Epoch 1783 | loss: 0.0310047 | val_loss: 0.0312313 | Time: 1714.57 ms [2021-07-05 03:25:45 main:574] : INFO : Epoch 1784 | loss: 0.0310067 | val_loss: 0.0312043 | Time: 1730.15 ms [2021-07-05 03:25:47 main:574] : INFO : Epoch 1785 | loss: 0.0310092 | val_loss: 0.0312172 | Time: 1747.41 ms [2021-07-05 03:25:49 main:574] : INFO : Epoch 1786 | loss: 0.0310141 | val_loss: 0.0312107 | Time: 1706.21 ms [2021-07-05 03:25:50 main:574] : INFO : Epoch 1787 | loss: 0.0310207 | val_loss: 0.0311937 | Time: 1709.85 ms [2021-07-05 03:25:52 main:574] : INFO : Epoch 1788 | loss: 0.0310451 | val_loss: 0.0312238 | Time: 1750.2 ms [2021-07-05 03:25:54 main:574] : INFO : Epoch 1789 | loss: 0.0310339 | val_loss: 0.0312156 | Time: 1706.83 ms [2021-07-05 03:25:55 main:574] : INFO : Epoch 1790 | loss: 0.0310225 | val_loss: 0.0312225 | Time: 1727.38 ms [2021-07-05 03:25:57 main:574] : INFO : Epoch 1791 | loss: 0.0310201 | val_loss: 0.0312122 | Time: 1730.63 ms [2021-07-05 03:25:59 main:574] : INFO : Epoch 1792 | loss: 0.0310158 | val_loss: 0.0312239 | Time: 1734.23 ms [2021-07-05 03:26:01 main:574] : INFO : Epoch 1793 | loss: 0.0310043 | val_loss: 0.0312144 | Time: 1716.89 ms [2021-07-05 03:26:02 main:574] : INFO : Epoch 1794 | loss: 0.0309991 | val_loss: 0.0312285 | Time: 1753.25 ms [2021-07-05 03:26:04 main:574] : INFO : Epoch 1795 | loss: 0.0310126 | val_loss: 0.0312232 | Time: 1706.14 ms [2021-07-05 03:26:06 main:574] : INFO : Epoch 1796 | loss: 0.0310145 | val_loss: 0.0312182 | Time: 1761.39 ms [2021-07-05 03:26:08 main:574] : INFO : Epoch 1797 | loss: 0.0310236 | val_loss: 0.0312163 | Time: 1773.38 ms [2021-07-05 03:26:09 main:574] : INFO : Epoch 1798 | loss: 0.0310172 | val_loss: 0.0312226 | Time: 1732.99 ms [2021-07-05 03:26:11 main:574] : INFO : Epoch 1799 | loss: 0.031011 | val_loss: 0.0312272 | Time: 1707.27 ms [2021-07-05 03:26:13 main:574] : INFO : Epoch 1800 | loss: 0.0310153 | val_loss: 0.031219 | Time: 1732.57 ms [2021-07-05 03:26:15 main:574] : INFO : Epoch 1801 | loss: 0.0310101 | val_loss: 0.0312264 | Time: 1722.1 ms [2021-07-05 03:26:16 main:574] : INFO : Epoch 1802 | loss: 0.0310047 | val_loss: 0.0312253 | Time: 1703.73 ms [2021-07-05 03:26:18 main:574] : INFO : Epoch 1803 | loss: 0.0310053 | val_loss: 0.0312338 | Time: 1721.9 ms [2021-07-05 03:26:20 main:574] : INFO : Epoch 1804 | loss: 0.03102 | val_loss: 0.0312138 | Time: 1720.75 ms [2021-07-05 03:26:21 main:574] : INFO : Epoch 1805 | loss: 0.0310082 | val_loss: 0.0312189 | Time: 1726.27 ms [2021-07-05 03:26:23 main:574] : INFO : Epoch 1806 | loss: 0.031011 | val_loss: 0.0312332 | Time: 1718.28 ms [2021-07-05 03:26:25 main:574] : INFO : Epoch 1807 | loss: 0.031008 | val_loss: 0.0312272 | Time: 1721.7 ms [2021-07-05 03:26:27 main:574] : INFO : Epoch 1808 | loss: 0.0310074 | val_loss: 0.0312292 | Time: 1778.12 ms [2021-07-05 03:26:28 main:574] : INFO : Epoch 1809 | loss: 0.0310047 | val_loss: 0.0312157 | Time: 1754.91 ms [2021-07-05 03:26:30 main:574] : INFO : Epoch 1810 | loss: 0.0310073 | val_loss: 0.0312257 | Time: 1749.5 ms [2021-07-05 03:26:32 main:574] : INFO : Epoch 1811 | loss: 0.0310067 | val_loss: 0.0312312 | Time: 1709.23 ms [2021-07-05 03:26:34 main:574] : INFO : Epoch 1812 | loss: 0.0310111 | val_loss: 0.0312307 | Time: 1756.53 ms [2021-07-05 03:26:35 main:574] : INFO : Epoch 1813 | loss: 0.0310069 | val_loss: 0.0312044 | Time: 1741.7 ms [2021-07-05 03:26:37 main:574] : INFO : Epoch 1814 | loss: 0.0310108 | val_loss: 0.0312228 | Time: 1742.37 ms [2021-07-05 03:26:39 main:574] : INFO : Epoch 1815 | loss: 0.0310181 | val_loss: 0.0312295 | Time: 1737.24 ms [2021-07-05 03:26:41 main:574] : INFO : Epoch 1816 | loss: 0.031017 | val_loss: 0.0312227 | Time: 1718.35 ms [2021-07-05 03:26:42 main:574] : INFO : Epoch 1817 | loss: 0.0310121 | val_loss: 0.0312443 | Time: 1734.23 ms [2021-07-05 03:26:44 main:574] : INFO : Epoch 1818 | loss: 0.0310154 | val_loss: 0.0312159 | Time: 1713.86 ms [2021-07-05 03:26:46 main:574] : INFO : Epoch 1819 | loss: 0.0310113 | val_loss: 0.0312098 | Time: 1729.79 ms [2021-07-05 03:26:48 main:574] : INFO : Epoch 1820 | loss: 0.0310154 | val_loss: 0.031217 | Time: 1708.81 ms [2021-07-05 03:26:49 main:574] : INFO : Epoch 1821 | loss: 0.0310024 | val_loss: 0.0312423 | Time: 1733.03 ms [2021-07-05 03:26:51 main:574] : INFO : Epoch 1822 | loss: 0.0310066 | val_loss: 0.0312331 | Time: 1754.71 ms [2021-07-05 03:26:53 main:574] : INFO : Epoch 1823 | loss: 0.031011 | val_loss: 0.0312191 | Time: 1714.35 ms [2021-07-05 03:26:55 main:574] : INFO : Epoch 1824 | loss: 0.031009 | val_loss: 0.0312328 | Time: 1718.05 ms [2021-07-05 03:26:56 main:574] : INFO : Epoch 1825 | loss: 0.0310036 | val_loss: 0.0312338 | Time: 1720.98 ms [2021-07-05 03:26:58 main:574] : INFO : Epoch 1826 | loss: 0.0309986 | val_loss: 0.0312181 | Time: 1705.69 ms [2021-07-05 03:27:00 main:574] : INFO : Epoch 1827 | loss: 0.0310094 | val_loss: 0.031232 | Time: 1714.18 ms [2021-07-05 03:27:01 main:574] : INFO : Epoch 1828 | loss: 0.0310114 | val_loss: 0.0312218 | Time: 1755.29 ms [2021-07-05 03:27:03 main:574] : INFO : Epoch 1829 | loss: 0.0310195 | val_loss: 0.0312044 | Time: 1739.65 ms [2021-07-05 03:27:05 main:574] : INFO : Epoch 1830 | loss: 0.0310138 | val_loss: 0.0312121 | Time: 1765.75 ms [2021-07-05 03:27:07 main:574] : INFO : Epoch 1831 | loss: 0.0310138 | val_loss: 0.0312245 | Time: 1735.26 ms [2021-07-05 03:27:08 main:574] : INFO : Epoch 1832 | loss: 0.031014 | val_loss: 0.0312005 | Time: 1721.72 ms [2021-07-05 03:27:10 main:574] : INFO : Epoch 1833 | loss: 0.0310139 | val_loss: 0.0312115 | Time: 1735.97 ms [2021-07-05 03:27:12 main:574] : INFO : Epoch 1834 | loss: 0.0310088 | val_loss: 0.0312294 | Time: 1738.02 ms [2021-07-05 03:27:14 main:574] : INFO : Epoch 1835 | loss: 0.0310117 | val_loss: 0.0312135 | Time: 1743.63 ms [2021-07-05 03:27:15 main:574] : INFO : Epoch 1836 | loss: 0.0310171 | val_loss: 0.0312169 | Time: 1728.91 ms [2021-07-05 03:27:17 main:574] : INFO : Epoch 1837 | loss: 0.0310262 | val_loss: 0.0312098 | Time: 1720.32 ms [2021-07-05 03:27:19 main:574] : INFO : Epoch 1838 | loss: 0.0310161 | val_loss: 0.0312117 | Time: 1714.6 ms [2021-07-05 03:27:21 main:574] : INFO : Epoch 1839 | loss: 0.0310061 | val_loss: 0.0312371 | Time: 1731.27 ms [2021-07-05 03:27:22 main:574] : INFO : Epoch 1840 | loss: 0.0310059 | val_loss: 0.0312136 | Time: 1737.73 ms [2021-07-05 03:27:24 main:574] : INFO : Epoch 1841 | loss: 0.0310167 | val_loss: 0.0312308 | Time: 1757.29 ms [2021-07-05 03:27:26 main:574] : INFO : Epoch 1842 | loss: 0.0310149 | val_loss: 0.0312228 | Time: 1741.94 ms [2021-07-05 03:27:28 main:574] : INFO : Epoch 1843 | loss: 0.0310112 | val_loss: 0.0312178 | Time: 1693.91 ms [2021-07-05 03:27:29 main:574] : INFO : Epoch 1844 | loss: 0.0310095 | val_loss: 0.0312158 | Time: 1720.06 ms [2021-07-05 03:27:31 main:574] : INFO : Epoch 1845 | loss: 0.0310178 | val_loss: 0.031214 | Time: 1680.58 ms [2021-07-05 03:27:33 main:574] : INFO : Epoch 1846 | loss: 0.0310088 | val_loss: 0.031221 | Time: 1691.44 ms [2021-07-05 03:27:34 main:574] : INFO : Epoch 1847 | loss: 0.0309966 | val_loss: 0.031227 | Time: 1693.4 ms [2021-07-05 03:27:36 main:574] : INFO : Epoch 1848 | loss: 0.0309921 | val_loss: 0.0312436 | Time: 1697.71 ms [2021-07-05 03:27:38 main:574] : INFO : Epoch 1849 | loss: 0.0309952 | val_loss: 0.0312203 | Time: 1712.05 ms [2021-07-05 03:27:40 main:574] : INFO : Epoch 1850 | loss: 0.0310007 | val_loss: 0.0312377 | Time: 1741.77 ms [2021-07-05 03:27:41 main:574] : INFO : Epoch 1851 | loss: 0.0310598 | val_loss: 0.0311996 | Time: 1743.41 ms [2021-07-05 03:27:43 main:574] : INFO : Epoch 1852 | loss: 0.0310516 | val_loss: 0.0311969 | Time: 1739.85 ms [2021-07-05 03:27:45 main:574] : INFO : Epoch 1853 | loss: 0.0310363 | val_loss: 0.0312173 | Time: 1714.79 ms [2021-07-05 03:27:47 main:574] : INFO : Epoch 1854 | loss: 0.031018 | val_loss: 0.0312335 | Time: 1724.05 ms [2021-07-05 03:27:48 main:574] : INFO : Epoch 1855 | loss: 0.0310123 | val_loss: 0.0312035 | Time: 1715.8 ms [2021-07-05 03:27:50 main:574] : INFO : Epoch 1856 | loss: 0.0310078 | val_loss: 0.0312293 | Time: 1695.63 ms [2021-07-05 03:27:52 main:574] : INFO : Epoch 1857 | loss: 0.0310062 | val_loss: 0.0312212 | Time: 1685.92 ms [2021-07-05 03:27:53 main:574] : INFO : Epoch 1858 | loss: 0.0309993 | val_loss: 0.0312235 | Time: 1718.01 ms [2021-07-05 03:27:55 main:574] : INFO : Epoch 1859 | loss: 0.0309982 | val_loss: 0.0312193 | Time: 1724.14 ms [2021-07-05 03:27:57 main:574] : INFO : Epoch 1860 | loss: 0.0310057 | val_loss: 0.0312176 | Time: 1707.03 ms [2021-07-05 03:27:59 main:574] : INFO : Epoch 1861 | loss: 0.031012 | val_loss: 0.031236 | Time: 1737.15 ms [2021-07-05 03:28:00 main:574] : INFO : Epoch 1862 | loss: 0.0310124 | val_loss: 0.0312286 | Time: 1786.41 ms [2021-07-05 03:28:02 main:574] : INFO : Epoch 1863 | loss: 0.031003 | val_loss: 0.0312327 | Time: 1753.48 ms [2021-07-05 03:28:04 main:574] : INFO : Epoch 1864 | loss: 0.031003 | val_loss: 0.031232 | Time: 1723.59 ms [2021-07-05 03:28:06 main:574] : INFO : Epoch 1865 | loss: 0.0310087 | val_loss: 0.0312327 | Time: 1718.83 ms [2021-07-05 03:28:07 main:574] : INFO : Epoch 1866 | loss: 0.0310087 | val_loss: 0.0312082 | Time: 1733.66 ms [2021-07-05 03:28:09 main:574] : INFO : Epoch 1867 | loss: 0.0310223 | val_loss: 0.0312115 | Time: 1705.61 ms [2021-07-05 03:28:11 main:574] : INFO : Epoch 1868 | loss: 0.0310113 | val_loss: 0.0312238 | Time: 1696.65 ms [2021-07-05 03:28:12 main:574] : INFO : Epoch 1869 | loss: 0.0310067 | val_loss: 0.0312132 | Time: 1704.48 ms [2021-07-05 03:28:14 main:574] : INFO : Epoch 1870 | loss: 0.03101 | val_loss: 0.0312131 | Time: 1721.45 ms [2021-07-05 03:28:16 main:574] : INFO : Epoch 1871 | loss: 0.0310042 | val_loss: 0.0312284 | Time: 1737.26 ms [2021-07-05 03:28:18 main:574] : INFO : Epoch 1872 | loss: 0.0310198 | val_loss: 0.0312355 | Time: 1742.37 ms [2021-07-05 03:28:19 main:574] : INFO : Epoch 1873 | loss: 0.0310237 | val_loss: 0.0312176 | Time: 1720.43 ms [2021-07-05 03:28:21 main:574] : INFO : Epoch 1874 | loss: 0.0310209 | val_loss: 0.0312155 | Time: 1731.38 ms [2021-07-05 03:28:23 main:574] : INFO : Epoch 1875 | loss: 0.031014 | val_loss: 0.0312178 | Time: 1740.14 ms [2021-07-05 03:28:25 main:574] : INFO : Epoch 1876 | loss: 0.0310056 | val_loss: 0.0312291 | Time: 1734.46 ms [2021-07-05 03:28:26 main:574] : INFO : Epoch 1877 | loss: 0.0310058 | val_loss: 0.0312206 | Time: 1715.07 ms [2021-07-05 03:28:28 main:574] : INFO : Epoch 1878 | loss: 0.0310086 | val_loss: 0.0312194 | Time: 1725.74 ms [2021-07-05 03:28:30 main:574] : INFO : Epoch 1879 | loss: 0.0310161 | val_loss: 0.0312451 | Time: 1716.04 ms [2021-07-05 03:28:32 main:574] : INFO : Epoch 1880 | loss: 0.0310133 | val_loss: 0.0312037 | Time: 1720.66 ms [2021-07-05 03:28:33 main:574] : INFO : Epoch 1881 | loss: 0.0310091 | val_loss: 0.0312286 | Time: 1747.41 ms [2021-07-05 03:28:35 main:574] : INFO : Epoch 1882 | loss: 0.0310023 | val_loss: 0.0312352 | Time: 1723.48 ms [2021-07-05 03:28:37 main:574] : INFO : Epoch 1883 | loss: 0.0310049 | val_loss: 0.0312299 | Time: 1763.14 ms [2021-07-05 03:28:39 main:574] : INFO : Epoch 1884 | loss: 0.0310008 | val_loss: 0.0312197 | Time: 1748.38 ms [2021-07-05 03:28:40 main:574] : INFO : Epoch 1885 | loss: 0.0310032 | val_loss: 0.0312321 | Time: 1754.5 ms [2021-07-05 03:28:42 main:574] : INFO : Epoch 1886 | loss: 0.0309997 | val_loss: 0.0312282 | Time: 1755.19 ms [2021-07-05 03:28:44 main:574] : INFO : Epoch 1887 | loss: 0.0310013 | val_loss: 0.031224 | Time: 1754.47 ms [2021-07-05 03:28:46 main:574] : INFO : Epoch 1888 | loss: 0.0310064 | val_loss: 0.0312335 | Time: 1759.88 ms [2021-07-05 03:28:47 main:574] : INFO : Epoch 1889 | loss: 0.0310185 | val_loss: 0.0312078 | Time: 1723.63 ms [2021-07-05 03:28:49 main:574] : INFO : Epoch 1890 | loss: 0.0310175 | val_loss: 0.0312175 | Time: 1728.4 ms [2021-07-05 03:28:51 main:574] : INFO : Epoch 1891 | loss: 0.0310174 | val_loss: 0.0312247 | Time: 1730.67 ms [2021-07-05 03:28:53 main:574] : INFO : Epoch 1892 | loss: 0.0310127 | val_loss: 0.0312195 | Time: 1740.32 ms [2021-07-05 03:28:54 main:574] : INFO : Epoch 1893 | loss: 0.0310154 | val_loss: 0.0312124 | Time: 1756.38 ms [2021-07-05 03:28:56 main:574] : INFO : Epoch 1894 | loss: 0.0310233 | val_loss: 0.0312202 | Time: 1741.24 ms [2021-07-05 03:28:58 main:574] : INFO : Epoch 1895 | loss: 0.0310149 | val_loss: 0.0312137 | Time: 1731.77 ms [2021-07-05 03:29:00 main:574] : INFO : Epoch 1896 | loss: 0.0310128 | val_loss: 0.0312301 | Time: 1728.38 ms [2021-07-05 03:29:01 main:574] : INFO : Epoch 1897 | loss: 0.0310151 | val_loss: 0.0312098 | Time: 1722.95 ms [2021-07-05 03:29:03 main:574] : INFO : Epoch 1898 | loss: 0.0310125 | val_loss: 0.0312245 | Time: 1749.51 ms [2021-07-05 03:29:05 main:574] : INFO : Epoch 1899 | loss: 0.0310071 | val_loss: 0.0312181 | Time: 1723.11 ms [2021-07-05 03:29:06 main:574] : INFO : Epoch 1900 | loss: 0.0310095 | val_loss: 0.031228 | Time: 1742.8 ms [2021-07-05 03:29:08 main:574] : INFO : Epoch 1901 | loss: 0.0310078 | val_loss: 0.0312054 | Time: 1757.59 ms [2021-07-05 03:29:10 main:574] : INFO : Epoch 1902 | loss: 0.0309997 | val_loss: 0.0312295 | Time: 1692.65 ms [2021-07-05 03:29:12 main:574] : INFO : Epoch 1903 | loss: 0.0310045 | val_loss: 0.0312387 | Time: 1726.84 ms [2021-07-05 03:29:13 main:574] : INFO : Epoch 1904 | loss: 0.0310051 | val_loss: 0.0312208 | Time: 1754.97 ms [2021-07-05 03:29:15 main:574] : INFO : Epoch 1905 | loss: 0.0310038 | val_loss: 0.0312205 | Time: 1762.26 ms [2021-07-05 03:29:17 main:574] : INFO : Epoch 1906 | loss: 0.0310089 | val_loss: 0.0312304 | Time: 1748.59 ms [2021-07-05 03:29:19 main:574] : INFO : Epoch 1907 | loss: 0.0310028 | val_loss: 0.031227 | Time: 1764.24 ms [2021-07-05 03:29:20 main:574] : INFO : Epoch 1908 | loss: 0.0310055 | val_loss: 0.0312217 | Time: 1741.34 ms [2021-07-05 03:29:22 main:574] : INFO : Epoch 1909 | loss: 0.0310159 | val_loss: 0.0312362 | Time: 1735.5 ms [2021-07-05 03:29:24 main:574] : INFO : Epoch 1910 | loss: 0.0310093 | val_loss: 0.0312078 | Time: 1735.81 ms [2021-07-05 03:29:26 main:574] : INFO : Epoch 1911 | loss: 0.0310092 | val_loss: 0.0312299 | Time: 1756.96 ms [2021-07-05 03:29:27 main:574] : INFO : Epoch 1912 | loss: 0.0310035 | val_loss: 0.0312364 | Time: 1731.17 ms [2021-07-05 03:29:29 main:574] : INFO : Epoch 1913 | loss: 0.0310187 | val_loss: 0.0311953 | Time: 1742.55 ms [2021-07-05 03:29:31 main:574] : INFO : Epoch 1914 | loss: 0.0310218 | val_loss: 0.0312264 | Time: 1768.69 ms [2021-07-05 03:29:33 main:574] : INFO : Epoch 1915 | loss: 0.0310095 | val_loss: 0.0312352 | Time: 1748.51 ms [2021-07-05 03:29:35 main:574] : INFO : Epoch 1916 | loss: 0.0310093 | val_loss: 0.0312303 | Time: 1744.65 ms [2021-07-05 03:29:36 main:574] : INFO : Epoch 1917 | loss: 0.0310043 | val_loss: 0.0312227 | Time: 1716.88 ms [2021-07-05 03:29:38 main:574] : INFO : Epoch 1918 | loss: 0.0309981 | val_loss: 0.0312362 | Time: 1697.03 ms [2021-07-05 03:29:40 main:574] : INFO : Epoch 1919 | loss: 0.0310044 | val_loss: 0.0312256 | Time: 1712.76 ms [2021-07-05 03:29:41 main:574] : INFO : Epoch 1920 | loss: 0.0310046 | val_loss: 0.031224 | Time: 1706.94 ms [2021-07-05 03:29:43 main:574] : INFO : Epoch 1921 | loss: 0.0310077 | val_loss: 0.0312374 | Time: 1712.31 ms [2021-07-05 03:29:45 main:574] : INFO : Epoch 1922 | loss: 0.0310145 | val_loss: 0.0312095 | Time: 1721.02 ms [2021-07-05 03:29:47 main:574] : INFO : Epoch 1923 | loss: 0.0310183 | val_loss: 0.0312141 | Time: 1732.1 ms [2021-07-05 03:29:48 main:574] : INFO : Epoch 1924 | loss: 0.0310106 | val_loss: 0.0312259 | Time: 1716.8 ms [2021-07-05 03:29:50 main:574] : INFO : Epoch 1925 | loss: 0.0310074 | val_loss: 0.0312201 | Time: 1717.77 ms [2021-07-05 03:29:52 main:574] : INFO : Epoch 1926 | loss: 0.0310079 | val_loss: 0.0312303 | Time: 1702.82 ms [2021-07-05 03:29:53 main:574] : INFO : Epoch 1927 | loss: 0.0310055 | val_loss: 0.031208 | Time: 1692.57 ms [2021-07-05 03:29:55 main:574] : INFO : Epoch 1928 | loss: 0.0310053 | val_loss: 0.0312233 | Time: 1695.29 ms [2021-07-05 03:29:57 main:574] : INFO : Epoch 1929 | loss: 0.0310004 | val_loss: 0.031221 | Time: 1696.03 ms [2021-07-05 03:29:59 main:574] : INFO : Epoch 1930 | loss: 0.0310002 | val_loss: 0.0312353 | Time: 1725.24 ms [2021-07-05 03:30:00 main:574] : INFO : Epoch 1931 | loss: 0.0310039 | val_loss: 0.0312192 | Time: 1716.57 ms [2021-07-05 03:30:02 main:574] : INFO : Epoch 1932 | loss: 0.0310264 | val_loss: 0.0312235 | Time: 1723.66 ms [2021-07-05 03:30:04 main:574] : INFO : Epoch 1933 | loss: 0.0310359 | val_loss: 0.0312053 | Time: 1744.57 ms [2021-07-05 03:30:06 main:574] : INFO : Epoch 1934 | loss: 0.0310168 | val_loss: 0.031227 | Time: 1758.69 ms [2021-07-05 03:30:07 main:574] : INFO : Epoch 1935 | loss: 0.0310009 | val_loss: 0.031224 | Time: 1711.87 ms [2021-07-05 03:30:09 main:574] : INFO : Epoch 1936 | loss: 0.0309999 | val_loss: 0.0312258 | Time: 1709.39 ms [2021-07-05 03:30:11 main:574] : INFO : Epoch 1937 | loss: 0.0309977 | val_loss: 0.031222 | Time: 1742.93 ms [2021-07-05 03:30:12 main:574] : INFO : Epoch 1938 | loss: 0.0309942 | val_loss: 0.0312178 | Time: 1748.49 ms [2021-07-05 03:30:14 main:574] : INFO : Epoch 1939 | loss: 0.0309974 | val_loss: 0.0312379 | Time: 1746.06 ms [2021-07-05 03:30:16 main:574] : INFO : Epoch 1940 | loss: 0.0310038 | val_loss: 0.0312263 | Time: 1767.38 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 Ti) [2021-07-05 05:46:00 main:435] : INFO : Set logging level to 1 [2021-07-05 05:46:00 main:441] : INFO : Running in BOINC Client mode [2021-07-05 05:46:00 main:444] : INFO : Resolving all filenames [2021-07-05 05:46:00 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 05:46:00 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625097806-32538-0_0_r823491068_1 (exists = 1) [2021-07-05 05:46:00 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625097806-32538-0_0_r823491068_0 (exists = 0) [2021-07-05 05:46:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 05:46:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 05:46:00 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 05:46:00 main:474] : INFO : Configuration: [2021-07-05 05:46:00 main:475] : INFO : Model type: GRU [2021-07-05 05:46:00 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 05:46:00 main:477] : INFO : Max Epochs: 2048 [2021-07-05 05:46:00 main:478] : INFO : Batch Size: 128 [2021-07-05 05:46:01 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 05:46:01 main:480] : INFO : Patience: 10 [2021-07-05 05:46:01 main:481] : INFO : Hidden Width: 12 [2021-07-05 05:46:01 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 05:46:01 main:483] : INFO : # Backend Layers: 4 [2021-07-05 05:46:01 main:484] : INFO : # Threads: 1 [2021-07-05 05:46:01 main:486] : INFO : Preparing Dataset [2021-07-05 05:46:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 05:46:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 05:46:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 05:46:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 05:46:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 05:46:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 05:46:03 main:494] : INFO : Creating Model [2021-07-05 05:46:03 main:507] : INFO : Preparing config file [2021-07-05 05:46:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 05:46:03 main:512] : INFO : Loading config [2021-07-05 05:46:03 main:514] : INFO : Loading state [2021-07-05 05:46:04 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 05:46:06 main:562] : INFO : Starting Training [2021-07-05 05:46:10 main:574] : INFO : Epoch 1920 | loss: 0.0311027 | val_loss: 0.0312046 | Time: 3859.09 ms [2021-07-05 05:46:13 main:574] : INFO : Epoch 1921 | loss: 0.0310408 | val_loss: 0.0312126 | Time: 2780.5 ms [2021-07-05 05:46:16 main:574] : INFO : Epoch 1922 | loss: 0.0310149 | val_loss: 0.0312339 | Time: 2820.22 ms [2021-07-05 05:46:19 main:574] : INFO : Epoch 1923 | loss: 0.0310015 | val_loss: 0.0312243 | Time: 2831.97 ms [2021-07-05 05:46:21 main:574] : INFO : Epoch 1924 | loss: 0.0310039 | val_loss: 0.0312406 | Time: 2771.01 ms [2021-07-05 05:46:24 main:574] : INFO : Epoch 1925 | loss: 0.0310062 | val_loss: 0.0312258 | Time: 2860.11 ms [2021-07-05 05:46:27 main:574] : INFO : Epoch 1926 | loss: 0.0309991 | val_loss: 0.0312249 | Time: 2865.47 ms [2021-07-05 05:46:30 main:574] : INFO : Epoch 1927 | loss: 0.0310042 | val_loss: 0.031241 | Time: 2827.27 ms [2021-07-05 05:46:33 main:574] : INFO : Epoch 1928 | loss: 0.0310149 | val_loss: 0.0312142 | Time: 2881.21 ms [2021-07-05 05:46:36 main:574] : INFO : Epoch 1929 | loss: 0.0310084 | val_loss: 0.0312445 | Time: 2840.85 ms [2021-07-05 05:46:39 main:574] : INFO : Epoch 1930 | loss: 0.0310078 | val_loss: 0.0312234 | Time: 2856.91 ms [2021-07-05 05:46:41 main:574] : INFO : Epoch 1931 | loss: 0.0310043 | val_loss: 0.0312198 | Time: 2769.6 ms [2021-07-05 05:46:44 main:574] : INFO : Epoch 1932 | loss: 0.0310088 | val_loss: 0.0312227 | Time: 2846.83 ms [2021-07-05 05:46:47 main:574] : INFO : Epoch 1933 | loss: 0.0310145 | val_loss: 0.0312078 | Time: 2824.83 ms [2021-07-05 05:46:50 main:574] : INFO : Epoch 1934 | loss: 0.0310353 | val_loss: 0.0312182 | Time: 2856.19 ms [2021-07-05 05:46:53 main:574] : INFO : Epoch 1935 | loss: 0.0310297 | val_loss: 0.0312163 | Time: 2794.68 ms [2021-07-05 05:46:56 main:574] : INFO : Epoch 1936 | loss: 0.0310197 | val_loss: 0.0312061 | Time: 2828.11 ms [2021-07-05 05:46:58 main:574] : INFO : Epoch 1937 | loss: 0.0310124 | val_loss: 0.03122 | Time: 2845.82 ms [2021-07-05 05:47:01 main:574] : INFO : Epoch 1938 | loss: 0.0310046 | val_loss: 0.0312083 | Time: 2877.06 ms [2021-07-05 05:47:04 main:574] : INFO : Epoch 1939 | loss: 0.0310079 | val_loss: 0.0312145 | Time: 2853.77 ms [2021-07-05 05:47:07 main:574] : INFO : Epoch 1940 | loss: 0.0310162 | val_loss: 0.0312121 | Time: 2808.46 ms [2021-07-05 05:47:10 main:574] : INFO : Epoch 1941 | loss: 0.0310083 | val_loss: 0.0312239 | Time: 2830.66 ms [2021-07-05 05:47:13 main:574] : INFO : Epoch 1942 | loss: 0.0310076 | val_loss: 0.0312191 | Time: 2839.64 ms [2021-07-05 05:47:16 main:574] : INFO : Epoch 1943 | loss: 0.0310027 | val_loss: 0.0312377 | Time: 2858.97 ms [2021-07-05 05:47:18 main:574] : INFO : Epoch 1944 | loss: 0.0309963 | val_loss: 0.0312261 | Time: 2850.55 ms [2021-07-05 05:47:21 main:574] : INFO : Epoch 1945 | loss: 0.0309975 | val_loss: 0.031224 | Time: 2839.18 ms [2021-07-05 05:47:24 main:574] : INFO : Epoch 1946 | loss: 0.0310021 | val_loss: 0.0312244 | Time: 2876.08 ms [2021-07-05 05:47:27 main:574] : INFO : Epoch 1947 | loss: 0.0310081 | val_loss: 0.0312259 | Time: 2858.14 ms [2021-07-05 05:47:30 main:574] : INFO : Epoch 1948 | loss: 0.0310122 | val_loss: 0.0312365 | Time: 2903.47 ms [2021-07-05 05:47:33 main:574] : INFO : Epoch 1949 | loss: 0.0310068 | val_loss: 0.0312125 | Time: 2843.64 ms [2021-07-05 05:47:36 main:574] : INFO : Epoch 1950 | loss: 0.0309968 | val_loss: 0.0312241 | Time: 2807.63 ms [2021-07-05 05:47:38 main:574] : INFO : Epoch 1951 | loss: 0.0309937 | val_loss: 0.0312383 | Time: 2815.38 ms [2021-07-05 05:47:41 main:574] : INFO : Epoch 1952 | loss: 0.0309967 | val_loss: 0.0312279 | Time: 2862.27 ms [2021-07-05 05:47:44 main:574] : INFO : Epoch 1953 | loss: 0.0310113 | val_loss: 0.0312254 | Time: 2823.42 ms [2021-07-05 05:47:47 main:574] : INFO : Epoch 1954 | loss: 0.0310064 | val_loss: 0.0312321 | Time: 2854.75 ms [2021-07-05 05:47:50 main:574] : INFO : Epoch 1955 | loss: 0.0310111 | val_loss: 0.0312117 | Time: 2857.2 ms [2021-07-05 05:47:53 main:574] : INFO : Epoch 1956 | loss: 0.0309997 | val_loss: 0.0312318 | Time: 2817.1 ms [2021-07-05 05:47:56 main:574] : INFO : Epoch 1957 | loss: 0.0309993 | val_loss: 0.0312368 | Time: 2804.21 ms [2021-07-05 05:47:58 main:574] : INFO : Epoch 1958 | loss: 0.0310093 | val_loss: 0.0312224 | Time: 2885.33 ms [2021-07-05 05:48:01 main:574] : INFO : Epoch 1959 | loss: 0.0310067 | val_loss: 0.0312229 | Time: 2863.62 ms [2021-07-05 05:48:04 main:574] : INFO : Epoch 1960 | loss: 0.0310066 | val_loss: 0.0312355 | Time: 2811.92 ms [2021-07-05 05:48:07 main:574] : INFO : Epoch 1961 | loss: 0.0310292 | val_loss: 0.031227 | Time: 2804.59 ms [2021-07-05 05:48:10 main:574] : INFO : Epoch 1962 | loss: 0.0310296 | val_loss: 0.0312065 | Time: 2813.67 ms [2021-07-05 05:48:13 main:574] : INFO : Epoch 1963 | loss: 0.0310186 | val_loss: 0.031213 | Time: 2856.84 ms [2021-07-05 05:48:16 main:574] : INFO : Epoch 1964 | loss: 0.0310029 | val_loss: 0.0312197 | Time: 2786.21 ms [2021-07-05 05:48:18 main:574] : INFO : Epoch 1965 | loss: 0.0309992 | val_loss: 0.0312184 | Time: 2789.77 ms [2021-07-05 05:48:21 main:574] : INFO : Epoch 1966 | loss: 0.0310072 | val_loss: 0.0312146 | Time: 2896.17 ms [2021-07-05 05:48:24 main:574] : INFO : Epoch 1967 | loss: 0.0310155 | val_loss: 0.031218 | Time: 2846.13 ms [2021-07-05 05:48:27 main:574] : INFO : Epoch 1968 | loss: 0.031011 | val_loss: 0.0312316 | Time: 2863.9 ms [2021-07-05 05:48:30 main:574] : INFO : Epoch 1969 | loss: 0.0310131 | val_loss: 0.03123 | Time: 2872.2 ms [2021-07-05 05:48:33 main:574] : INFO : Epoch 1970 | loss: 0.0310127 | val_loss: 0.0312077 | Time: 2850.19 ms [2021-07-05 05:48:36 main:574] : INFO : Epoch 1971 | loss: 0.031017 | val_loss: 0.0312258 | Time: 2816.04 ms [2021-07-05 05:48:38 main:574] : INFO : Epoch 1972 | loss: 0.0310146 | val_loss: 0.0312274 | Time: 2822.88 ms [2021-07-05 05:48:41 main:574] : INFO : Epoch 1973 | loss: 0.0310121 | val_loss: 0.0312127 | Time: 2844.02 ms [2021-07-05 05:48:44 main:574] : INFO : Epoch 1974 | loss: 0.0310043 | val_loss: 0.0312258 | Time: 2841.94 ms [2021-07-05 05:48:47 main:574] : INFO : Epoch 1975 | loss: 0.0310052 | val_loss: 0.0312104 | Time: 2813.46 ms [2021-07-05 05:48:50 main:574] : INFO : Epoch 1976 | loss: 0.0310058 | val_loss: 0.0312338 | Time: 2803.24 ms [2021-07-05 05:48:53 main:574] : INFO : Epoch 1977 | loss: 0.0310005 | val_loss: 0.0312258 | Time: 2869.25 ms [2021-07-05 05:48:55 main:574] : INFO : Epoch 1978 | loss: 0.0310053 | val_loss: 0.0312102 | Time: 2859.32 ms [2021-07-05 05:48:58 main:574] : INFO : Epoch 1979 | loss: 0.0310008 | val_loss: 0.031219 | Time: 2834.32 ms [2021-07-05 05:49:01 main:574] : INFO : Epoch 1980 | loss: 0.0309978 | val_loss: 0.0312467 | Time: 2857.78 ms [2021-07-05 05:49:04 main:574] : INFO : Epoch 1981 | loss: 0.0309937 | val_loss: 0.0312313 | Time: 2801.2 ms [2021-07-05 05:49:07 main:574] : INFO : Epoch 1982 | loss: 0.030995 | val_loss: 0.0312244 | Time: 2842.28 ms [2021-07-05 05:49:10 main:574] : INFO : Epoch 1983 | loss: 0.030996 | val_loss: 0.031244 | Time: 2828.09 ms [2021-07-05 05:49:13 main:574] : INFO : Epoch 1984 | loss: 0.0309967 | val_loss: 0.0312229 | Time: 2830.27 ms [2021-07-05 05:49:15 main:574] : INFO : Epoch 1985 | loss: 0.0309943 | val_loss: 0.0312263 | Time: 2808.45 ms [2021-07-05 05:49:18 main:574] : INFO : Epoch 1986 | loss: 0.0310009 | val_loss: 0.0312278 | Time: 2894.42 ms [2021-07-05 05:49:21 main:574] : INFO : Epoch 1987 | loss: 0.0310011 | val_loss: 0.0312277 | Time: 2852.02 ms [2021-07-05 05:49:24 main:574] : INFO : Epoch 1988 | loss: 0.0309994 | val_loss: 0.0312238 | Time: 2854.46 ms [2021-07-05 05:49:27 main:574] : INFO : Epoch 1989 | loss: 0.0309984 | val_loss: 0.0312157 | Time: 2813.7 ms [2021-07-05 05:49:30 main:574] : INFO : Epoch 1990 | loss: 0.0309994 | val_loss: 0.0312155 | Time: 2859.15 ms [2021-07-05 05:49:33 main:574] : INFO : Epoch 1991 | loss: 0.0310008 | val_loss: 0.0312285 | Time: 2839.08 ms [2021-07-05 05:49:35 main:574] : INFO : Epoch 1992 | loss: 0.0309976 | val_loss: 0.0312286 | Time: 2853.34 ms [2021-07-05 05:49:38 main:574] : INFO : Epoch 1993 | loss: 0.0310037 | val_loss: 0.0312346 | Time: 2790.99 ms [2021-07-05 05:49:41 main:574] : INFO : Epoch 1994 | loss: 0.0310046 | val_loss: 0.0312308 | Time: 2805.61 ms [2021-07-05 05:49:44 main:574] : INFO : Epoch 1995 | loss: 0.0309994 | val_loss: 0.0312242 | Time: 2883.85 ms [2021-07-05 05:49:47 main:574] : INFO : Epoch 1996 | loss: 0.0310065 | val_loss: 0.0312313 | Time: 2845.48 ms [2021-07-05 05:49:50 main:574] : INFO : Epoch 1997 | loss: 0.0310038 | val_loss: 0.0312285 | Time: 2856.13 ms [2021-07-05 05:49:52 main:574] : INFO : Epoch 1998 | loss: 0.0310042 | val_loss: 0.0312305 | Time: 2825.48 ms [2021-07-05 05:49:55 main:574] : INFO : Epoch 1999 | loss: 0.0309987 | val_loss: 0.0312393 | Time: 2885.29 ms [2021-07-05 05:49:58 main:574] : INFO : Epoch 2000 | loss: 0.0310029 | val_loss: 0.0312147 | Time: 2852.13 ms [2021-07-05 05:50:01 main:574] : INFO : Epoch 2001 | loss: 0.031013 | val_loss: 0.0312276 | Time: 2851.26 ms [2021-07-05 05:50:04 main:574] : INFO : Epoch 2002 | loss: 0.0310136 | val_loss: 0.031218 | Time: 2829.82 ms [2021-07-05 05:50:07 main:574] : INFO : Epoch 2003 | loss: 0.0310137 | val_loss: 0.0312263 | Time: 2796.92 ms [2021-07-05 05:50:10 main:574] : INFO : Epoch 2004 | loss: 0.0310071 | val_loss: 0.0312299 | Time: 2789.32 ms [2021-07-05 05:50:12 main:574] : INFO : Epoch 2005 | loss: 0.0310122 | val_loss: 0.0312344 | Time: 2877.52 ms [2021-07-05 05:50:15 main:574] : INFO : Epoch 2006 | loss: 0.0310084 | val_loss: 0.031225 | Time: 2906.43 ms [2021-07-05 05:50:18 main:574] : INFO : Epoch 2007 | loss: 0.0310002 | val_loss: 0.031244 | Time: 2789.04 ms [2021-07-05 05:50:21 main:574] : INFO : Epoch 2008 | loss: 0.0310011 | val_loss: 0.0312226 | Time: 2815.91 ms [2021-07-05 05:50:24 main:574] : INFO : Epoch 2009 | loss: 0.0309982 | val_loss: 0.0312293 | Time: 2858.86 ms [2021-07-05 05:50:27 main:574] : INFO : Epoch 2010 | loss: 0.0310008 | val_loss: 0.0312186 | Time: 2807.49 ms [2021-07-05 05:50:30 main:574] : INFO : Epoch 2011 | loss: 0.0310058 | val_loss: 0.0312373 | Time: 2829.86 ms [2021-07-05 05:50:32 main:574] : INFO : Epoch 2012 | loss: 0.0309996 | val_loss: 0.0312294 | Time: 2835.44 ms [2021-07-05 05:50:35 main:574] : INFO : Epoch 2013 | loss: 0.0310024 | val_loss: 0.0312165 | Time: 2827.05 ms [2021-07-05 05:50:38 main:574] : INFO : Epoch 2014 | loss: 0.0310027 | val_loss: 0.0312297 | Time: 2873 ms [2021-07-05 05:50:41 main:574] : INFO : Epoch 2015 | loss: 0.0310055 | val_loss: 0.0312405 | Time: 2855.48 ms [2021-07-05 05:50:44 main:574] : INFO : Epoch 2016 | loss: 0.0310163 | val_loss: 0.0312135 | Time: 2817.54 ms [2021-07-05 05:50:47 main:574] : INFO : Epoch 2017 | loss: 0.0310177 | val_loss: 0.0312319 | Time: 2795.75 ms [2021-07-05 05:50:49 main:574] : INFO : Epoch 2018 | loss: 0.0310084 | val_loss: 0.0312331 | Time: 2766.9 ms [2021-07-05 05:50:52 main:574] : INFO : Epoch 2019 | loss: 0.0310019 | val_loss: 0.0312142 | Time: 2827.61 ms [2021-07-05 05:50:55 main:574] : INFO : Epoch 2020 | loss: 0.0310013 | val_loss: 0.0312369 | Time: 2838.71 ms [2021-07-05 05:50:58 main:574] : INFO : Epoch 2021 | loss: 0.0309964 | val_loss: 0.0312292 | Time: 2833.52 ms [2021-07-05 05:51:01 main:574] : INFO : Epoch 2022 | loss: 0.0309979 | val_loss: 0.0312231 | Time: 2863.79 ms [2021-07-05 05:51:04 main:574] : INFO : Epoch 2023 | loss: 0.0310087 | val_loss: 0.0312205 | Time: 2848.52 ms [2021-07-05 05:51:07 main:574] : INFO : Epoch 2024 | loss: 0.031006 | val_loss: 0.0312324 | Time: 2863.28 ms [2021-07-05 05:51:09 main:574] : INFO : Epoch 2025 | loss: 0.0310065 | val_loss: 0.0312284 | Time: 2866.65 ms [2021-07-05 05:51:12 main:574] : INFO : Epoch 2026 | loss: 0.0310058 | val_loss: 0.0312308 | Time: 2829.6 ms [2021-07-05 05:51:15 main:574] : INFO : Epoch 2027 | loss: 0.0310015 | val_loss: 0.0312299 | Time: 2840.68 ms [2021-07-05 05:51:18 main:574] : INFO : Epoch 2028 | loss: 0.0309958 | val_loss: 0.0312234 | Time: 2863.12 ms [2021-07-05 05:51:21 main:574] : INFO : Epoch 2029 | loss: 0.0310013 | val_loss: 0.0312264 | Time: 2818.9 ms [2021-07-05 05:51:24 main:574] : INFO : Epoch 2030 | loss: 0.031002 | val_loss: 0.0312223 | Time: 2894.5 ms [2021-07-05 05:51:27 main:574] : INFO : Epoch 2031 | loss: 0.0310006 | val_loss: 0.0312254 | Time: 2809.82 ms [2021-07-05 05:51:29 main:574] : INFO : Epoch 2032 | loss: 0.0310046 | val_loss: 0.0312272 | Time: 2836.3 ms [2021-07-05 05:51:32 main:574] : INFO : Epoch 2033 | loss: 0.0310023 | val_loss: 0.0312257 | Time: 2856.7 ms [2021-07-05 05:51:35 main:574] : INFO : Epoch 2034 | loss: 0.0309989 | val_loss: 0.0312421 | Time: 2879.65 ms [2021-07-05 05:51:38 main:574] : INFO : Epoch 2035 | loss: 0.0310017 | val_loss: 0.0312393 | Time: 2808.5 ms [2021-07-05 05:51:41 main:574] : INFO : Epoch 2036 | loss: 0.0310019 | val_loss: 0.0312397 | Time: 2852.56 ms [2021-07-05 05:51:44 main:574] : INFO : Epoch 2037 | loss: 0.0310018 | val_loss: 0.0312304 | Time: 2852.8 ms [2021-07-05 05:51:47 main:574] : INFO : Epoch 2038 | loss: 0.0310062 | val_loss: 0.0312102 | Time: 2836.39 ms [2021-07-05 05:51:49 main:574] : INFO : Epoch 2039 | loss: 0.0310106 | val_loss: 0.0312167 | Time: 2836.16 ms [2021-07-05 05:51:52 main:574] : INFO : Epoch 2040 | loss: 0.0310169 | val_loss: 0.0312147 | Time: 2801.87 ms [2021-07-05 05:51:55 main:574] : INFO : Epoch 2041 | loss: 0.0310072 | val_loss: 0.0312431 | Time: 2851.49 ms [2021-07-05 05:51:58 main:574] : INFO : Epoch 2042 | loss: 0.0310077 | val_loss: 0.031229 | Time: 2887.98 ms [2021-07-05 05:52:01 main:574] : INFO : Epoch 2043 | loss: 0.0310039 | val_loss: 0.0312203 | Time: 2866.89 ms [2021-07-05 05:52:04 main:574] : INFO : Epoch 2044 | loss: 0.0310072 | val_loss: 0.0312269 | Time: 2847.5 ms [2021-07-05 05:52:07 main:574] : INFO : Epoch 2045 | loss: 0.0310102 | val_loss: 0.0312383 | Time: 2831.89 ms [2021-07-05 05:52:09 main:574] : INFO : Epoch 2046 | loss: 0.0310005 | val_loss: 0.0312175 | Time: 2888.52 ms [2021-07-05 05:52:12 main:574] : INFO : Epoch 2047 | loss: 0.0309938 | val_loss: 0.0312413 | Time: 2794.51 ms [2021-07-05 05:52:15 main:574] : INFO : Epoch 2048 | loss: 0.0309933 | val_loss: 0.031238 | Time: 2815.52 ms [2021-07-05 05:52:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031238 [2021-07-05 05:52:15 main:603] : INFO : Saving end state to config to file [2021-07-05 05:52:15 main:608] : INFO : Success, exiting.. 05:52:15 (2584): 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)