Task 12861270
| Name | ParityModified-1645996960-1963-2-0_0 |
| Workunit | 10000937 |
| Created | 10 Mar 2022, 6:07:07 UTC |
| Sent | 11 Mar 2022, 7:41:59 UTC |
| Report deadline | 19 Mar 2022, 7:41:59 UTC |
| Received | 13 Mar 2022, 14:30:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1150 |
| Run time | 57 min 12 sec |
| CPU time | 55 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1655 | loss: 0.0311162 | val_loss: 0.0311354 | Time: 1635.52 ms [2022-03-13 09:09:26 main:574] : INFO : Epoch 1656 | loss: 0.0311161 | val_loss: 0.0311387 | Time: 1635.07 ms [2022-03-13 09:09:28 main:574] : INFO : Epoch 1657 | loss: 0.0311166 | val_loss: 0.0311405 | Time: 1641.83 ms [2022-03-13 09:09:30 main:574] : INFO : Epoch 1658 | loss: 0.0311222 | val_loss: 0.0311414 | Time: 1651.15 ms [2022-03-13 09:09:31 main:574] : INFO : Epoch 1659 | loss: 0.0311226 | val_loss: 0.0311442 | Time: 1642.25 ms [2022-03-13 09:09:33 main:574] : INFO : Epoch 1660 | loss: 0.0311197 | val_loss: 0.0311383 | Time: 1645.11 ms [2022-03-13 09:09:35 main:574] : INFO : Epoch 1661 | loss: 0.031126 | val_loss: 0.0311421 | Time: 1634.84 ms [2022-03-13 09:09:36 main:574] : INFO : Epoch 1662 | loss: 0.0311274 | val_loss: 0.0311402 | Time: 1640.27 ms [2022-03-13 09:09:38 main:574] : INFO : Epoch 1663 | loss: 0.031125 | val_loss: 0.0311359 | Time: 1648.63 ms [2022-03-13 09:09:40 main:574] : INFO : Epoch 1664 | loss: 0.031122 | val_loss: 0.0311397 | Time: 1647.58 ms [2022-03-13 09:09:41 main:574] : INFO : Epoch 1665 | loss: 0.031122 | val_loss: 0.031135 | Time: 1648.57 ms [2022-03-13 09:09:43 main:574] : INFO : Epoch 1666 | loss: 0.0311196 | val_loss: 0.0311375 | Time: 1639.66 ms [2022-03-13 09:09:44 main:574] : INFO : Epoch 1667 | loss: 0.0311184 | val_loss: 0.0311341 | Time: 1639.96 ms [2022-03-13 09:09:46 main:574] : INFO : Epoch 1668 | loss: 0.0311188 | val_loss: 0.0311347 | Time: 1636.61 ms [2022-03-13 09:09:48 main:574] : INFO : Epoch 1669 | loss: 0.0311207 | val_loss: 0.0311367 | Time: 1645.88 ms [2022-03-13 09:09:49 main:574] : INFO : Epoch 1670 | loss: 0.0311184 | val_loss: 0.031135 | Time: 1645.97 ms [2022-03-13 09:09:51 main:574] : INFO : Epoch 1671 | loss: 0.0311178 | val_loss: 0.0311375 | Time: 1647.49 ms [2022-03-13 09:09:53 main:574] : INFO : Epoch 1672 | loss: 0.0311177 | val_loss: 0.031135 | Time: 1641.41 ms [2022-03-13 09:09:54 main:574] : INFO : Epoch 1673 | loss: 0.0311178 | val_loss: 0.0311444 | Time: 1637.15 ms [2022-03-13 09:09:56 main:574] : INFO : Epoch 1674 | loss: 0.0311181 | val_loss: 0.0311386 | Time: 1642.18 ms [2022-03-13 09:09:58 main:574] : INFO : Epoch 1675 | loss: 0.0311189 | val_loss: 0.0311406 | Time: 1645.75 ms [2022-03-13 09:09:59 main:574] : INFO : Epoch 1676 | loss: 0.0311175 | val_loss: 0.0311392 | Time: 1643.13 ms [2022-03-13 09:10:01 main:574] : INFO : Epoch 1677 | loss: 0.0311173 | val_loss: 0.0311377 | Time: 1649.85 ms [2022-03-13 09:10:03 main:574] : INFO : Epoch 1678 | loss: 0.0311166 | val_loss: 0.0311386 | Time: 1648.26 ms [2022-03-13 09:10:04 main:574] : INFO : Epoch 1679 | loss: 0.0311166 | val_loss: 0.031141 | Time: 1640.75 ms [2022-03-13 09:10:06 main:574] : INFO : Epoch 1680 | loss: 0.0311153 | val_loss: 0.0311372 | Time: 1643.78 ms [2022-03-13 09:10:08 main:574] : INFO : Epoch 1681 | loss: 0.0311151 | val_loss: 0.0311381 | Time: 1638.84 ms [2022-03-13 09:10:09 main:574] : INFO : Epoch 1682 | loss: 0.0311152 | val_loss: 0.0311376 | Time: 1652.86 ms [2022-03-13 09:10:11 main:574] : INFO : Epoch 1683 | loss: 0.0311144 | val_loss: 0.0311365 | Time: 1656.96 ms [2022-03-13 09:10:13 main:574] : INFO : Epoch 1684 | loss: 0.0311148 | val_loss: 0.0311396 | Time: 1648.72 ms [2022-03-13 09:10:14 main:574] : INFO : Epoch 1685 | loss: 0.0311155 | val_loss: 0.0311412 | Time: 1658.93 ms [2022-03-13 09:10:16 main:574] : INFO : Epoch 1686 | loss: 0.0311159 | val_loss: 0.0311401 | Time: 1649.77 ms [2022-03-13 09:10:18 main:574] : INFO : Epoch 1687 | loss: 0.0311185 | val_loss: 0.0311402 | Time: 1653.48 ms [2022-03-13 09:10:19 main:574] : INFO : Epoch 1688 | loss: 0.0311183 | val_loss: 0.0311417 | Time: 1646.56 ms [2022-03-13 09:10:21 main:574] : INFO : Epoch 1689 | loss: 0.0311202 | val_loss: 0.0311473 | Time: 1645.39 ms [2022-03-13 09:10:23 main:574] : INFO : Epoch 1690 | loss: 0.0311247 | val_loss: 0.0311386 | Time: 1646.44 ms [2022-03-13 09:10:24 main:574] : INFO : Epoch 1691 | loss: 0.031118 | val_loss: 0.0311361 | Time: 1648.93 ms [2022-03-13 09:10:26 main:574] : INFO : Epoch 1692 | loss: 0.0311159 | val_loss: 0.0311358 | Time: 1646.01 ms [2022-03-13 09:10:27 main:574] : INFO : Epoch 1693 | loss: 0.0311171 | val_loss: 0.0311362 | Time: 1652.9 ms [2022-03-13 09:10:29 main:574] : INFO : Epoch 1694 | loss: 0.0311157 | val_loss: 0.0311333 | Time: 1645.3 ms [2022-03-13 09:10:31 main:574] : INFO : Epoch 1695 | loss: 0.0311153 | val_loss: 0.0311376 | Time: 1653.42 ms [2022-03-13 09:10:32 main:574] : INFO : Epoch 1696 | loss: 0.0311146 | val_loss: 0.031137 | Time: 1644.36 ms [2022-03-13 09:10:34 main:574] : INFO : Epoch 1697 | loss: 0.0311144 | val_loss: 0.0311395 | Time: 1637.06 ms [2022-03-13 09:10:36 main:574] : INFO : Epoch 1698 | loss: 0.031115 | val_loss: 0.031136 | Time: 1644.37 ms [2022-03-13 09:10:37 main:574] : INFO : Epoch 1699 | loss: 0.0311147 | val_loss: 0.0311362 | Time: 1647.04 ms [2022-03-13 09:10:39 main:574] : INFO : Epoch 1700 | loss: 0.0311147 | val_loss: 0.031142 | Time: 1649.24 ms [2022-03-13 09:10:41 main:574] : INFO : Epoch 1701 | loss: 0.031119 | val_loss: 0.0311394 | Time: 1647.13 ms [2022-03-13 09:10:42 main:574] : INFO : Epoch 1702 | loss: 0.0311172 | val_loss: 0.0311388 | Time: 1645.92 ms [2022-03-13 09:10:44 main:574] : INFO : Epoch 1703 | loss: 0.0311158 | val_loss: 0.0311376 | Time: 1637.94 ms [2022-03-13 09:10:46 main:574] : INFO : Epoch 1704 | loss: 0.0311145 | val_loss: 0.0311388 | Time: 1642.35 ms [2022-03-13 09:10:47 main:574] : INFO : Epoch 1705 | loss: 0.0311134 | val_loss: 0.0311406 | Time: 1638.71 ms [2022-03-13 09:10:49 main:574] : INFO : Epoch 1706 | loss: 0.0311157 | val_loss: 0.0311403 | Time: 1649.52 ms [2022-03-13 09:10:51 main:574] : INFO : Epoch 1707 | loss: 0.0311141 | val_loss: 0.0311406 | Time: 1657.23 ms [2022-03-13 09:10:52 main:574] : INFO : Epoch 1708 | loss: 0.0311151 | val_loss: 0.031141 | Time: 1646.79 ms [2022-03-13 09:10:54 main:574] : INFO : Epoch 1709 | loss: 0.0311162 | val_loss: 0.0311399 | Time: 1642.25 ms [2022-03-13 09:10:56 main:574] : INFO : Epoch 1710 | loss: 0.0311219 | val_loss: 0.0311385 | Time: 1641.69 ms [2022-03-13 09:10:57 main:574] : INFO : Epoch 1711 | loss: 0.0311214 | val_loss: 0.0311395 | Time: 1647.38 ms [2022-03-13 09:10:59 main:574] : INFO : Epoch 1712 | loss: 0.0311198 | val_loss: 0.0311401 | Time: 1649.76 ms [2022-03-13 09:11:01 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0311409 | Time: 1657.12 ms [2022-03-13 09:11:02 main:574] : INFO : Epoch 1714 | loss: 0.0311232 | val_loss: 0.0311396 | Time: 1645.74 ms [2022-03-13 09:11:04 main:574] : INFO : Epoch 1715 | loss: 0.0311214 | val_loss: 0.0311428 | Time: 1641.72 ms [2022-03-13 09:11:05 main:574] : INFO : Epoch 1716 | loss: 0.0311199 | val_loss: 0.031138 | Time: 1639.63 ms [2022-03-13 09:11:07 main:574] : INFO : Epoch 1717 | loss: 0.0311172 | val_loss: 0.0311382 | Time: 1637.32 ms [2022-03-13 09:11:09 main:574] : INFO : Epoch 1718 | loss: 0.0311178 | val_loss: 0.031138 | Time: 1646.47 ms [2022-03-13 09:11:10 main:574] : INFO : Epoch 1719 | loss: 0.031121 | val_loss: 0.0311392 | Time: 1653.36 ms [2022-03-13 09:11:12 main:574] : INFO : Epoch 1720 | loss: 0.0311273 | val_loss: 0.0311425 | Time: 1645.61 ms [2022-03-13 09:11:14 main:574] : INFO : Epoch 1721 | loss: 0.0311287 | val_loss: 0.0311423 | Time: 1638.05 ms [2022-03-13 09:11:15 main:574] : INFO : Epoch 1722 | loss: 0.0311278 | val_loss: 0.0311422 | Time: 1641.82 ms [2022-03-13 09:11:17 main:574] : INFO : Epoch 1723 | loss: 0.0311235 | val_loss: 0.0311393 | Time: 1638.6 ms [2022-03-13 09:11:19 main:574] : INFO : Epoch 1724 | loss: 0.0311209 | val_loss: 0.0311382 | Time: 1648.86 ms [2022-03-13 09:11:20 main:574] : INFO : Epoch 1725 | loss: 0.0311214 | val_loss: 0.0311373 | Time: 1642.91 ms [2022-03-13 09:11:22 main:574] : INFO : Epoch 1726 | loss: 0.0311205 | val_loss: 0.0311351 | Time: 1640.53 ms [2022-03-13 09:11:24 main:574] : INFO : Epoch 1727 | loss: 0.0311211 | val_loss: 0.0311414 | Time: 1639.18 ms [2022-03-13 09:11:25 main:574] : INFO : Epoch 1728 | loss: 0.0311214 | val_loss: 0.0311436 | Time: 1640.62 ms [2022-03-13 09:11:27 main:574] : INFO : Epoch 1729 | loss: 0.0311211 | val_loss: 0.0311364 | Time: 1654.34 ms [2022-03-13 09:11:29 main:574] : INFO : Epoch 1730 | loss: 0.0311194 | val_loss: 0.0311366 | Time: 1648.25 ms [2022-03-13 09:11:30 main:574] : INFO : Epoch 1731 | loss: 0.0311186 | val_loss: 0.0311397 | Time: 1646.41 ms [2022-03-13 09:11:32 main:574] : INFO : Epoch 1732 | loss: 0.03112 | val_loss: 0.0311467 | Time: 1644.35 ms [2022-03-13 09:11:34 main:574] : INFO : Epoch 1733 | loss: 0.0311195 | val_loss: 0.0311387 | Time: 1644.73 ms [2022-03-13 09:11:35 main:574] : INFO : Epoch 1734 | loss: 0.0311175 | val_loss: 0.0311388 | Time: 1634.57 ms [2022-03-13 09:11:37 main:574] : INFO : Epoch 1735 | loss: 0.0311159 | val_loss: 0.0311382 | Time: 1637.36 ms [2022-03-13 09:11:38 main:574] : INFO : Epoch 1736 | loss: 0.0311172 | val_loss: 0.0311383 | Time: 1653.02 ms [2022-03-13 09:11:40 main:574] : INFO : Epoch 1737 | loss: 0.0311163 | val_loss: 0.031137 | Time: 1654.12 ms [2022-03-13 09:11:42 main:574] : INFO : Epoch 1738 | loss: 0.0311163 | val_loss: 0.0311453 | Time: 1638.74 ms [2022-03-13 09:11:43 main:574] : INFO : Epoch 1739 | loss: 0.031117 | val_loss: 0.0311461 | Time: 1639.13 ms [2022-03-13 09:11:45 main:574] : INFO : Epoch 1740 | loss: 0.0311165 | val_loss: 0.0311437 | Time: 1640.75 ms [2022-03-13 09:11:47 main:574] : INFO : Epoch 1741 | loss: 0.0311198 | val_loss: 0.0311472 | Time: 1634.54 ms [2022-03-13 09:11:48 main:574] : INFO : Epoch 1742 | loss: 0.0311187 | val_loss: 0.0311459 | Time: 1647.51 ms [2022-03-13 09:11:50 main:574] : INFO : Epoch 1743 | loss: 0.0311199 | val_loss: 0.0311446 | Time: 1647.19 ms [2022-03-13 09:11:52 main:574] : INFO : Epoch 1744 | loss: 0.0311166 | val_loss: 0.0311411 | Time: 1644.73 ms [2022-03-13 09:11:53 main:574] : INFO : Epoch 1745 | loss: 0.0311158 | val_loss: 0.0311398 | Time: 1638.09 ms [2022-03-13 09:11:55 main:574] : INFO : Epoch 1746 | loss: 0.0311154 | val_loss: 0.0311385 | Time: 1631.66 ms [2022-03-13 09:11:57 main:574] : INFO : Epoch 1747 | loss: 0.0311168 | val_loss: 0.0311404 | Time: 1649.33 ms [2022-03-13 09:11:58 main:574] : INFO : Epoch 1748 | loss: 0.0311187 | val_loss: 0.0311399 | Time: 1644.61 ms [2022-03-13 09:12:00 main:574] : INFO : Epoch 1749 | loss: 0.0311207 | val_loss: 0.0311533 | Time: 1652.07 ms [2022-03-13 09:12:02 main:574] : INFO : Epoch 1750 | loss: 0.031118 | val_loss: 0.0311428 | Time: 1644.39 ms [2022-03-13 09:12:03 main:574] : INFO : Epoch 1751 | loss: 0.0311151 | val_loss: 0.031142 | Time: 1644.44 ms [2022-03-13 09:12:05 main:574] : INFO : Epoch 1752 | loss: 0.031114 | val_loss: 0.0311378 | Time: 1639.07 ms [2022-03-13 09:12:07 main:574] : INFO : Epoch 1753 | loss: 0.0311132 | val_loss: 0.03114 | Time: 1645.33 ms [2022-03-13 09:12:08 main:574] : INFO : Epoch 1754 | loss: 0.0311135 | val_loss: 0.0311396 | Time: 1645.92 ms [2022-03-13 09:12:10 main:574] : INFO : Epoch 1755 | loss: 0.0311121 | val_loss: 0.0311409 | Time: 1654.48 ms [2022-03-13 09:12:11 main:574] : INFO : Epoch 1756 | loss: 0.0311117 | val_loss: 0.0311419 | Time: 1647.05 ms [2022-03-13 09:12:13 main:574] : INFO : Epoch 1757 | loss: 0.0311111 | val_loss: 0.0311401 | Time: 1645.1 ms [2022-03-13 09:12:15 main:574] : INFO : Epoch 1758 | loss: 0.0311129 | val_loss: 0.0311417 | Time: 1641.67 ms [2022-03-13 09:12:16 main:574] : INFO : Epoch 1759 | loss: 0.0311132 | val_loss: 0.0311383 | Time: 1649.29 ms [2022-03-13 09:12:18 main:574] : INFO : Epoch 1760 | loss: 0.0311127 | val_loss: 0.031139 | Time: 1635.54 ms [2022-03-13 09:12:20 main:574] : INFO : Epoch 1761 | loss: 0.0311151 | val_loss: 0.0311467 | Time: 1647.96 ms [2022-03-13 09:12:21 main:574] : INFO : Epoch 1762 | loss: 0.031114 | val_loss: 0.0311334 | Time: 1639.64 ms [2022-03-13 09:12:23 main:574] : INFO : Epoch 1763 | loss: 0.0311139 | val_loss: 0.0311354 | Time: 1643.31 ms [2022-03-13 09:12:25 main:574] : INFO : Epoch 1764 | loss: 0.0311132 | val_loss: 0.0311397 | Time: 1640.46 ms [2022-03-13 09:12:26 main:574] : INFO : Epoch 1765 | loss: 0.0311127 | val_loss: 0.0311384 | Time: 1639.41 ms [2022-03-13 09:12:28 main:574] : INFO : Epoch 1766 | loss: 0.0311126 | val_loss: 0.0311412 | Time: 1646.83 ms [2022-03-13 09:12:30 main:574] : INFO : Epoch 1767 | loss: 0.0311136 | val_loss: 0.0311404 | Time: 1648.42 ms [2022-03-13 09:12:31 main:574] : INFO : Epoch 1768 | loss: 0.0311116 | val_loss: 0.0311431 | Time: 1641.55 ms [2022-03-13 09:12:33 main:574] : INFO : Epoch 1769 | loss: 0.031114 | val_loss: 0.031141 | Time: 1638.2 ms [2022-03-13 09:12:35 main:574] : INFO : Epoch 1770 | loss: 0.0311147 | val_loss: 0.031139 | Time: 1643.58 ms [2022-03-13 09:12:36 main:574] : INFO : Epoch 1771 | loss: 0.0311145 | val_loss: 0.0311438 | Time: 1643.74 ms [2022-03-13 09:12:38 main:574] : INFO : Epoch 1772 | loss: 0.0311163 | val_loss: 0.0311453 | Time: 1648.93 ms [2022-03-13 09:12:40 main:574] : INFO : Epoch 1773 | loss: 0.0311155 | val_loss: 0.0311389 | Time: 1654.63 ms [2022-03-13 09:12:41 main:574] : INFO : Epoch 1774 | loss: 0.0311128 | val_loss: 0.0311426 | Time: 1645.53 ms [2022-03-13 09:12:43 main:574] : INFO : Epoch 1775 | loss: 0.0311142 | val_loss: 0.0311436 | Time: 1645 ms [2022-03-13 09:12:44 main:574] : INFO : Epoch 1776 | loss: 0.0311354 | val_loss: 0.0311489 | Time: 1637.07 ms [2022-03-13 09:12:46 main:574] : INFO : Epoch 1777 | loss: 0.0311365 | val_loss: 0.0311482 | Time: 1647.29 ms [2022-03-13 09:12:48 main:574] : INFO : Epoch 1778 | loss: 0.0311303 | val_loss: 0.0311463 | Time: 1644.07 ms [2022-03-13 09:12:49 main:574] : INFO : Epoch 1779 | loss: 0.031128 | val_loss: 0.0311421 | Time: 1655.63 ms [2022-03-13 09:12:51 main:574] : INFO : Epoch 1780 | loss: 0.0311248 | val_loss: 0.0311407 | Time: 1646.23 ms [2022-03-13 09:12:53 main:574] : INFO : Epoch 1781 | loss: 0.0311225 | val_loss: 0.0311451 | Time: 1641.22 ms [2022-03-13 09:12:54 main:574] : INFO : Epoch 1782 | loss: 0.0311223 | val_loss: 0.0311435 | Time: 1644.95 ms [2022-03-13 09:12:56 main:574] : INFO : Epoch 1783 | loss: 0.0311207 | val_loss: 0.0311403 | Time: 1634.84 ms [2022-03-13 09:12:58 main:574] : INFO : Epoch 1784 | loss: 0.0311184 | val_loss: 0.0311424 | Time: 1642.67 ms [2022-03-13 09:12:59 main:574] : INFO : Epoch 1785 | loss: 0.0311218 | val_loss: 0.0311492 | Time: 1646.34 ms [2022-03-13 09:13:01 main:574] : INFO : Epoch 1786 | loss: 0.0311208 | val_loss: 0.0311429 | Time: 1646.46 ms [2022-03-13 09:13:03 main:574] : INFO : Epoch 1787 | loss: 0.0311177 | val_loss: 0.0311419 | Time: 1643.97 ms [2022-03-13 09:13:04 main:574] : INFO : Epoch 1788 | loss: 0.031118 | val_loss: 0.0311421 | Time: 1633.8 ms [2022-03-13 09:13:06 main:574] : INFO : Epoch 1789 | loss: 0.0311159 | val_loss: 0.0311422 | Time: 1647.52 ms [2022-03-13 09:13:08 main:574] : INFO : Epoch 1790 | loss: 0.0311157 | val_loss: 0.0311421 | Time: 1648.88 ms [2022-03-13 09:13:09 main:574] : INFO : Epoch 1791 | loss: 0.0311146 | val_loss: 0.0311422 | Time: 1643 ms [2022-03-13 09:13:11 main:574] : INFO : Epoch 1792 | loss: 0.0311148 | val_loss: 0.0311473 | Time: 1653.87 ms [2022-03-13 09:13:13 main:574] : INFO : Epoch 1793 | loss: 0.0311156 | val_loss: 0.0311473 | Time: 1647.43 ms [2022-03-13 09:13:14 main:574] : INFO : Epoch 1794 | loss: 0.031117 | val_loss: 0.0311442 | Time: 1642.46 ms [2022-03-13 09:13:16 main:574] : INFO : Epoch 1795 | loss: 0.0311152 | val_loss: 0.031145 | Time: 1644.82 ms [2022-03-13 09:13:17 main:574] : INFO : Epoch 1796 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 1630.82 ms [2022-03-13 09:13:19 main:574] : INFO : Epoch 1797 | loss: 0.0311153 | val_loss: 0.0311439 | Time: 1653.61 ms [2022-03-13 09:13:21 main:574] : INFO : Epoch 1798 | loss: 0.0311143 | val_loss: 0.0311429 | Time: 1641.26 ms [2022-03-13 09:13:22 main:574] : INFO : Epoch 1799 | loss: 0.0311151 | val_loss: 0.0311541 | Time: 1643.64 ms [2022-03-13 09:13:24 main:574] : INFO : Epoch 1800 | loss: 0.0311164 | val_loss: 0.0311463 | Time: 1645.92 ms [2022-03-13 09:13:26 main:574] : INFO : Epoch 1801 | loss: 0.0311141 | val_loss: 0.0311473 | Time: 1651.22 ms [2022-03-13 09:13:27 main:574] : INFO : Epoch 1802 | loss: 0.0311149 | val_loss: 0.0311462 | Time: 1642.43 ms [2022-03-13 09:13:29 main:574] : INFO : Epoch 1803 | loss: 0.0311154 | val_loss: 0.0311444 | Time: 1649.99 ms [2022-03-13 09:13:31 main:574] : INFO : Epoch 1804 | loss: 0.0311137 | val_loss: 0.0311409 | Time: 1650.66 ms [2022-03-13 09:13:32 main:574] : INFO : Epoch 1805 | loss: 0.031114 | val_loss: 0.0311402 | Time: 1651.48 ms [2022-03-13 09:13:34 main:574] : INFO : Epoch 1806 | loss: 0.0311151 | val_loss: 0.0311429 | Time: 1645.61 ms [2022-03-13 09:13:36 main:574] : INFO : Epoch 1807 | loss: 0.0311143 | val_loss: 0.0311429 | Time: 1649.37 ms [2022-03-13 09:13:37 main:574] : INFO : Epoch 1808 | loss: 0.031113 | val_loss: 0.0311417 | Time: 1642.73 ms [2022-03-13 09:13:39 main:574] : INFO : Epoch 1809 | loss: 0.0311127 | val_loss: 0.0311388 | Time: 1651.52 ms [2022-03-13 09:13:41 main:574] : INFO : Epoch 1810 | loss: 0.031115 | val_loss: 0.0311434 | Time: 1665.6 ms [2022-03-13 09:13:42 main:574] : INFO : Epoch 1811 | loss: 0.0311132 | val_loss: 0.0311393 | Time: 1641.18 ms [2022-03-13 09:13:44 main:574] : INFO : Epoch 1812 | loss: 0.0311132 | val_loss: 0.0311462 | Time: 1635.89 ms [2022-03-13 09:13:46 main:574] : INFO : Epoch 1813 | loss: 0.0311148 | val_loss: 0.031144 | Time: 1632.44 ms [2022-03-13 09:13:47 main:574] : INFO : Epoch 1814 | loss: 0.031114 | val_loss: 0.0311434 | Time: 1641.5 ms [2022-03-13 09:13:49 main:574] : INFO : Epoch 1815 | loss: 0.031112 | val_loss: 0.0311433 | Time: 1644.72 ms [2022-03-13 09:13:51 main:574] : INFO : Epoch 1816 | loss: 0.0311116 | val_loss: 0.0311405 | Time: 1640.97 ms [2022-03-13 09:13:52 main:574] : INFO : Epoch 1817 | loss: 0.0311124 | val_loss: 0.0311418 | Time: 1650.33 ms [2022-03-13 09:13:54 main:574] : INFO : Epoch 1818 | loss: 0.0311091 | val_loss: 0.0311426 | Time: 1641.78 ms [2022-03-13 09:13:55 main:574] : INFO : Epoch 1819 | loss: 0.0311098 | val_loss: 0.0311414 | Time: 1636.05 ms [2022-03-13 09:13:57 main:574] : INFO : Epoch 1820 | loss: 0.0311097 | val_loss: 0.0311389 | Time: 1644.5 ms [2022-03-13 09:13:59 main:574] : INFO : Epoch 1821 | loss: 0.0311094 | val_loss: 0.0311413 | Time: 1644.95 ms [2022-03-13 09:14:00 main:574] : INFO : Epoch 1822 | loss: 0.0311083 | val_loss: 0.0311428 | Time: 1651.69 ms [2022-03-13 09:14:02 main:574] : INFO : Epoch 1823 | loss: 0.0311119 | val_loss: 0.0311462 | Time: 1642.4 ms [2022-03-13 09:14:04 main:574] : INFO : Epoch 1824 | loss: 0.0311106 | val_loss: 0.0311424 | Time: 1645.97 ms [2022-03-13 09:14:05 main:574] : INFO : Epoch 1825 | loss: 0.031109 | val_loss: 0.0311476 | Time: 1638.63 ms [2022-03-13 09:14:07 main:574] : INFO : Epoch 1826 | loss: 0.0311119 | val_loss: 0.0311396 | Time: 1648.01 ms [2022-03-13 09:14:09 main:574] : INFO : Epoch 1827 | loss: 0.0311106 | val_loss: 0.0311373 | Time: 1645.37 ms [2022-03-13 09:14:10 main:574] : INFO : Epoch 1828 | loss: 0.0311115 | val_loss: 0.0311412 | Time: 1654.94 ms [2022-03-13 09:14:12 main:574] : INFO : Epoch 1829 | loss: 0.0311158 | val_loss: 0.0311522 | Time: 1654.76 ms [2022-03-13 09:14:14 main:574] : INFO : Epoch 1830 | loss: 0.0311178 | val_loss: 0.0311388 | Time: 1641.6 ms [2022-03-13 09:14:15 main:574] : INFO : Epoch 1831 | loss: 0.0311317 | val_loss: 0.031157 | Time: 1645.66 ms [2022-03-13 09:14:17 main:574] : INFO : Epoch 1832 | loss: 0.031139 | val_loss: 0.031152 | Time: 1649.63 ms [2022-03-13 09:14:19 main:574] : INFO : Epoch 1833 | loss: 0.0311324 | val_loss: 0.0311453 | Time: 1641.68 ms [2022-03-13 09:14:20 main:574] : INFO : Epoch 1834 | loss: 0.0311301 | val_loss: 0.0311412 | Time: 1655.95 ms [2022-03-13 09:14:22 main:574] : INFO : Epoch 1835 | loss: 0.0311307 | val_loss: 0.0311444 | Time: 1647.22 ms [2022-03-13 09:14:24 main:574] : INFO : Epoch 1836 | loss: 0.0311261 | val_loss: 0.0311391 | Time: 1644.9 ms [2022-03-13 09:14:25 main:574] : INFO : Epoch 1837 | loss: 0.0311239 | val_loss: 0.031139 | Time: 1637.93 ms [2022-03-13 09:14:27 main:574] : INFO : Epoch 1838 | loss: 0.0311237 | val_loss: 0.0311382 | Time: 1643.43 ms [2022-03-13 09:14:28 main:574] : INFO : Epoch 1839 | loss: 0.0311219 | val_loss: 0.0311421 | Time: 1639.57 ms [2022-03-13 09:14:30 main:574] : INFO : Epoch 1840 | loss: 0.0311194 | val_loss: 0.0311402 | Time: 1655.27 ms [2022-03-13 09:14:32 main:574] : INFO : Epoch 1841 | loss: 0.0311219 | val_loss: 0.0311386 | Time: 1641.23 ms [2022-03-13 09:14:33 main:574] : INFO : Epoch 1842 | loss: 0.0311203 | val_loss: 0.0311413 | Time: 1642.22 ms [2022-03-13 09:14:35 main:574] : INFO : Epoch 1843 | loss: 0.0311193 | val_loss: 0.0311413 | Time: 1639.69 ms [2022-03-13 09:14:37 main:574] : INFO : Epoch 1844 | loss: 0.0311179 | val_loss: 0.0311404 | Time: 1644.22 ms [2022-03-13 09:14:38 main:574] : INFO : Epoch 1845 | loss: 0.0311179 | val_loss: 0.0311445 | Time: 1645.21 ms [2022-03-13 09:14:40 main:574] : INFO : Epoch 1846 | loss: 0.0311183 | val_loss: 0.0311452 | Time: 1658.55 ms [2022-03-13 09:14:42 main:574] : INFO : Epoch 1847 | loss: 0.0311164 | val_loss: 0.0311414 | Time: 1641.9 ms [2022-03-13 09:14:43 main:574] : INFO : Epoch 1848 | loss: 0.0311202 | val_loss: 0.0311404 | Time: 1644.5 ms [2022-03-13 09:14:45 main:574] : INFO : Epoch 1849 | loss: 0.0311186 | val_loss: 0.0311451 | Time: 1647.74 ms [2022-03-13 09:14:47 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311469 | Time: 1641.46 ms [2022-03-13 09:14:48 main:574] : INFO : Epoch 1851 | loss: 0.0340043 | val_loss: 0.0344478 | Time: 1644.38 ms [2022-03-13 09:14:50 main:574] : INFO : Epoch 1852 | loss: 0.0329594 | val_loss: 0.0317959 | Time: 1646.27 ms [2022-03-13 09:14:52 main:574] : INFO : Epoch 1853 | loss: 0.0314603 | val_loss: 0.0313146 | Time: 1645.02 ms [2022-03-13 09:14:53 main:574] : INFO : Epoch 1854 | loss: 0.0312176 | val_loss: 0.0311852 | Time: 1640.47 ms [2022-03-13 09:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0311596 | val_loss: 0.0311518 | Time: 1641.75 ms [2022-03-13 09:14:57 main:574] : INFO : Epoch 1856 | loss: 0.0311394 | val_loss: 0.0311443 | Time: 1642.73 ms [2022-03-13 09:14:58 main:574] : INFO : Epoch 1857 | loss: 0.0311346 | val_loss: 0.0311429 | Time: 1656.71 ms [2022-03-13 09:15:00 main:574] : INFO : Epoch 1858 | loss: 0.031133 | val_loss: 0.0311427 | Time: 1640.15 ms [2022-03-13 09:15:02 main:574] : INFO : Epoch 1859 | loss: 0.0311331 | val_loss: 0.0311429 | Time: 1647.64 ms [2022-03-13 09:15:03 main:574] : INFO : Epoch 1860 | loss: 0.0311316 | val_loss: 0.0311427 | Time: 1638.94 ms [2022-03-13 09:15:05 main:574] : INFO : Epoch 1861 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 1638.28 ms [2022-03-13 09:15:06 main:574] : INFO : Epoch 1862 | loss: 0.0311252 | val_loss: 0.0311419 | Time: 1640.14 ms [2022-03-13 09:15:08 main:574] : INFO : Epoch 1863 | loss: 0.0311226 | val_loss: 0.0311419 | Time: 1648.58 ms [2022-03-13 09:15:10 main:574] : INFO : Epoch 1864 | loss: 0.0311223 | val_loss: 0.0311413 | Time: 1644.56 ms [2022-03-13 09:15:11 main:574] : INFO : Epoch 1865 | loss: 0.0311208 | val_loss: 0.031142 | Time: 1654.01 ms [2022-03-13 09:15:13 main:574] : INFO : Epoch 1866 | loss: 0.0311205 | val_loss: 0.0311435 | Time: 1648.3 ms [2022-03-13 09:15:15 main:574] : INFO : Epoch 1867 | loss: 0.031121 | val_loss: 0.0311408 | Time: 1650.81 ms [2022-03-13 09:15:16 main:574] : INFO : Epoch 1868 | loss: 0.0311206 | val_loss: 0.0311411 | Time: 1643.01 ms [2022-03-13 09:15:18 main:574] : INFO : Epoch 1869 | loss: 0.0311193 | val_loss: 0.0311396 | Time: 1641.66 ms [2022-03-13 09:15:20 main:574] : INFO : Epoch 1870 | loss: 0.031118 | val_loss: 0.0311402 | Time: 1647.13 ms [2022-03-13 09:15:21 main:574] : INFO : Epoch 1871 | loss: 0.0311176 | val_loss: 0.0311389 | Time: 1646.11 ms [2022-03-13 09:15:23 main:574] : INFO : Epoch 1872 | loss: 0.031117 | val_loss: 0.0311386 | Time: 1641.58 ms [2022-03-13 09:15:25 main:574] : INFO : Epoch 1873 | loss: 0.0311157 | val_loss: 0.0311395 | Time: 1648.13 ms [2022-03-13 09:15:26 main:574] : INFO : Epoch 1874 | loss: 0.0311165 | val_loss: 0.0311409 | Time: 1641.63 ms [2022-03-13 09:15:28 main:574] : INFO : Epoch 1875 | loss: 0.0311146 | val_loss: 0.0311421 | Time: 1651.34 ms [2022-03-13 09:15:30 main:574] : INFO : Epoch 1876 | loss: 0.0311139 | val_loss: 0.0311409 | Time: 1649.68 ms [2022-03-13 09:15:31 main:574] : INFO : Epoch 1877 | loss: 0.0311142 | val_loss: 0.0311424 | Time: 1646.81 ms [2022-03-13 09:15:33 main:574] : INFO : Epoch 1878 | loss: 0.0311163 | val_loss: 0.0311421 | Time: 1643.6 ms [2022-03-13 09:15:35 main:574] : INFO : Epoch 1879 | loss: 0.0311157 | val_loss: 0.0311437 | Time: 1651.01 ms [2022-03-13 09:15:36 main:574] : INFO : Epoch 1880 | loss: 0.0311159 | val_loss: 0.0311507 | Time: 1649 ms [2022-03-13 09:15:38 main:574] : INFO : Epoch 1881 | loss: 0.0311171 | val_loss: 0.031144 | Time: 1651.6 ms [2022-03-13 09:15:40 main:574] : INFO : Epoch 1882 | loss: 0.0311161 | val_loss: 0.0311423 | Time: 1652.91 ms [2022-03-13 09:15:41 main:574] : INFO : Epoch 1883 | loss: 0.0311154 | val_loss: 0.0311472 | Time: 1648.19 ms [2022-03-13 09:15:43 main:574] : INFO : Epoch 1884 | loss: 0.031115 | val_loss: 0.0311443 | Time: 1650.88 ms [2022-03-13 09:15:44 main:574] : INFO : Epoch 1885 | loss: 0.0311142 | val_loss: 0.0311441 | Time: 1637.56 ms [2022-03-13 09:15:46 main:574] : INFO : Epoch 1886 | loss: 0.0311136 | val_loss: 0.0311409 | Time: 1640.67 ms [2022-03-13 09:15:48 main:574] : INFO : Epoch 1887 | loss: 0.0311118 | val_loss: 0.031142 | Time: 1646.42 ms [2022-03-13 09:15:49 main:574] : INFO : Epoch 1888 | loss: 0.0311113 | val_loss: 0.0311431 | Time: 1659.63 ms [2022-03-13 09:15:51 main:574] : INFO : Epoch 1889 | loss: 0.0311142 | val_loss: 0.0311477 | Time: 1643.3 ms [2022-03-13 09:15:53 main:574] : INFO : Epoch 1890 | loss: 0.0311217 | val_loss: 0.0311449 | Time: 1631.68 ms [2022-03-13 09:15:54 main:574] : INFO : Epoch 1891 | loss: 0.0311237 | val_loss: 0.0311478 | Time: 1645.77 ms [2022-03-13 09:15:56 main:574] : INFO : Epoch 1892 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 1639.33 ms [2022-03-13 09:15:58 main:574] : INFO : Epoch 1893 | loss: 0.031139 | val_loss: 0.0311498 | Time: 1649.84 ms [2022-03-13 09:15:59 main:574] : INFO : Epoch 1894 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 1640.77 ms [2022-03-13 09:16:01 main:574] : INFO : Epoch 1895 | loss: 0.0311328 | val_loss: 0.0311463 | Time: 1654.31 ms [2022-03-13 09:16:03 main:574] : INFO : Epoch 1896 | loss: 0.0311313 | val_loss: 0.0311453 | Time: 1635.92 ms [2022-03-13 09:16:04 main:574] : INFO : Epoch 1897 | loss: 0.0311328 | val_loss: 0.0311459 | Time: 1646.72 ms [2022-03-13 09:16:06 main:574] : INFO : Epoch 1898 | loss: 0.0311313 | val_loss: 0.0311439 | Time: 1641.22 ms [2022-03-13 09:16:08 main:574] : INFO : Epoch 1899 | loss: 0.0311295 | val_loss: 0.0311415 | Time: 1645.22 ms [2022-03-13 09:16:09 main:574] : INFO : Epoch 1900 | loss: 0.031129 | val_loss: 0.0311456 | Time: 1656.54 ms [2022-03-13 09:16:11 main:574] : INFO : Epoch 1901 | loss: 0.0311315 | val_loss: 0.0311458 | Time: 1653.69 ms [2022-03-13 09:16:13 main:574] : INFO : Epoch 1902 | loss: 0.0311314 | val_loss: 0.0311429 | Time: 1645.17 ms [2022-03-13 09:16:14 main:574] : INFO : Epoch 1903 | loss: 0.0311294 | val_loss: 0.0311484 | Time: 1647.09 ms [2022-03-13 09:16:16 main:574] : INFO : Epoch 1904 | loss: 0.0311297 | val_loss: 0.0311437 | Time: 1636.59 ms [2022-03-13 09:16:17 main:574] : INFO : Epoch 1905 | loss: 0.0311348 | val_loss: 0.0311514 | Time: 1647.24 ms [2022-03-13 09:16:19 main:574] : INFO : Epoch 1906 | loss: 0.0311382 | val_loss: 0.0311461 | Time: 1644.39 ms [2022-03-13 09:16:21 main:574] : INFO : Epoch 1907 | loss: 0.0311343 | val_loss: 0.0311454 | Time: 1650.71 ms [2022-03-13 09:16:22 main:574] : INFO : Epoch 1908 | loss: 0.0311326 | val_loss: 0.0311441 | Time: 1639.83 ms [2022-03-13 09:16:24 main:574] : INFO : Epoch 1909 | loss: 0.031132 | val_loss: 0.031145 | Time: 1648.81 ms [2022-03-13 09:16:26 main:574] : INFO : Epoch 1910 | loss: 0.031133 | val_loss: 0.0311436 | Time: 1635.56 ms [2022-03-13 09:16:27 main:574] : INFO : Epoch 1911 | loss: 0.0311329 | val_loss: 0.0311484 | Time: 1638.94 ms [2022-03-13 09:16:29 main:574] : INFO : Epoch 1912 | loss: 0.0311305 | val_loss: 0.0311444 | Time: 1642.59 ms [2022-03-13 09:16:31 main:574] : INFO : Epoch 1913 | loss: 0.0311297 | val_loss: 0.0311421 | Time: 1656.58 ms [2022-03-13 09:16:32 main:574] : INFO : Epoch 1914 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 1637.16 ms [2022-03-13 09:16:34 main:574] : INFO : Epoch 1915 | loss: 0.0311301 | val_loss: 0.0311465 | Time: 1643.13 ms [2022-03-13 09:16:36 main:574] : INFO : Epoch 1916 | loss: 0.0311407 | val_loss: 0.0311574 | Time: 1632.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-13 09:17:12 main:435] : INFO : Set logging level to 1 [2022-03-13 09:17:12 main:441] : INFO : Running in BOINC Client mode [2022-03-13 09:17:12 main:444] : INFO : Resolving all filenames [2022-03-13 09:17:12 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-13 09:17:12 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-13 09:17:12 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-13 09:17:12 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-13 09:17:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-13 09:17:12 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-13 09:17:12 main:474] : INFO : Configuration: [2022-03-13 09:17:12 main:475] : INFO : Model type: GRU [2022-03-13 09:17:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-13 09:17:12 main:477] : INFO : Max Epochs: 2048 [2022-03-13 09:17:12 main:478] : INFO : Batch Size: 128 [2022-03-13 09:17:12 main:479] : INFO : Learning Rate: 0.01 [2022-03-13 09:17:12 main:480] : INFO : Patience: 10 [2022-03-13 09:17:12 main:481] : INFO : Hidden Width: 12 [2022-03-13 09:17:12 main:482] : INFO : # Recurrent Layers: 4 [2022-03-13 09:17:12 main:483] : INFO : # Backend Layers: 4 [2022-03-13 09:17:12 main:484] : INFO : # Threads: 1 [2022-03-13 09:17:12 main:486] : INFO : Preparing Dataset [2022-03-13 09:17:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-13 09:17:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-13 09:17:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-13 09:17:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-13 09:17:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-13 09:17:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-13 09:17:14 main:494] : INFO : Creating Model [2022-03-13 09:17:14 main:507] : INFO : Preparing config file [2022-03-13 09:17:14 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-13 09:17:14 main:512] : INFO : Loading config [2022-03-13 09:17:14 main:514] : INFO : Loading state [2022-03-13 09:17:14 main:559] : INFO : Loading DataLoader into Memory [2022-03-13 09:17:14 main:562] : INFO : Starting Training [2022-03-13 09:17:16 main:574] : INFO : Epoch 1890 | loss: 0.0313736 | val_loss: 0.0312028 | Time: 1826.27 ms [2022-03-13 09:17:18 main:574] : INFO : Epoch 1891 | loss: 0.0311551 | val_loss: 0.0311546 | Time: 1616.54 ms [2022-03-13 09:17:19 main:574] : INFO : Epoch 1892 | loss: 0.0311248 | val_loss: 0.031145 | Time: 1632.78 ms [2022-03-13 09:17:21 main:574] : INFO : Epoch 1893 | loss: 0.0311169 | val_loss: 0.0311441 | Time: 1630.22 ms [2022-03-13 09:17:23 main:574] : INFO : Epoch 1894 | loss: 0.0311177 | val_loss: 0.0311416 | Time: 1630.75 ms [2022-03-13 09:17:24 main:574] : INFO : Epoch 1895 | loss: 0.0311156 | val_loss: 0.0311393 | Time: 1633.26 ms [2022-03-13 09:17:26 main:574] : INFO : Epoch 1896 | loss: 0.0311175 | val_loss: 0.0311452 | Time: 1633.63 ms [2022-03-13 09:17:27 main:574] : INFO : Epoch 1897 | loss: 0.0311195 | val_loss: 0.0311442 | Time: 1634.59 ms [2022-03-13 09:17:29 main:574] : INFO : Epoch 1898 | loss: 0.0311195 | val_loss: 0.0311386 | Time: 1637.99 ms [2022-03-13 09:17:31 main:574] : INFO : Epoch 1899 | loss: 0.0311148 | val_loss: 0.031139 | Time: 1651.03 ms [2022-03-13 09:17:32 main:574] : INFO : Epoch 1900 | loss: 0.0311146 | val_loss: 0.0311383 | Time: 1642.43 ms [2022-03-13 09:17:34 main:574] : INFO : Epoch 1901 | loss: 0.0311135 | val_loss: 0.0311399 | Time: 1640.26 ms [2022-03-13 09:17:36 main:574] : INFO : Epoch 1902 | loss: 0.0311164 | val_loss: 0.0311412 | Time: 1622.33 ms [2022-03-13 09:17:37 main:574] : INFO : Epoch 1903 | loss: 0.0311185 | val_loss: 0.0311416 | Time: 1637.61 ms [2022-03-13 09:17:39 main:574] : INFO : Epoch 1904 | loss: 0.0311158 | val_loss: 0.0311362 | Time: 1634.14 ms [2022-03-13 09:17:41 main:574] : INFO : Epoch 1905 | loss: 0.031116 | val_loss: 0.0311388 | Time: 1635.26 ms [2022-03-13 09:17:42 main:574] : INFO : Epoch 1906 | loss: 0.0311141 | val_loss: 0.0311423 | Time: 1645.53 ms [2022-03-13 09:17:44 main:574] : INFO : Epoch 1907 | loss: 0.0311161 | val_loss: 0.0311409 | Time: 1639.17 ms [2022-03-13 09:17:46 main:574] : INFO : Epoch 1908 | loss: 0.0311143 | val_loss: 0.0311409 | Time: 1629.31 ms [2022-03-13 09:17:47 main:574] : INFO : Epoch 1909 | loss: 0.0311157 | val_loss: 0.031147 | Time: 1635.48 ms [2022-03-13 09:17:49 main:574] : INFO : Epoch 1910 | loss: 0.0311161 | val_loss: 0.0311418 | Time: 1640.97 ms [2022-03-13 09:17:51 main:574] : INFO : Epoch 1911 | loss: 0.0311163 | val_loss: 0.0311419 | Time: 1682.54 ms [2022-03-13 09:17:52 main:574] : INFO : Epoch 1912 | loss: 0.0311167 | val_loss: 0.0311415 | Time: 1644.76 ms [2022-03-13 09:17:54 main:574] : INFO : Epoch 1913 | loss: 0.0311154 | val_loss: 0.0311422 | Time: 1626.96 ms [2022-03-13 09:17:55 main:574] : INFO : Epoch 1914 | loss: 0.031117 | val_loss: 0.0311397 | Time: 1630.65 ms [2022-03-13 09:17:57 main:574] : INFO : Epoch 1915 | loss: 0.0311178 | val_loss: 0.0311397 | Time: 1632.64 ms [2022-03-13 09:17:59 main:574] : INFO : Epoch 1916 | loss: 0.0311167 | val_loss: 0.0311407 | Time: 1631.79 ms [2022-03-13 09:18:00 main:574] : INFO : Epoch 1917 | loss: 0.0311142 | val_loss: 0.0311413 | Time: 1635.81 ms [2022-03-13 09:18:02 main:574] : INFO : Epoch 1918 | loss: 0.0311117 | val_loss: 0.0311454 | Time: 1646.46 ms [2022-03-13 09:18:04 main:574] : INFO : Epoch 1919 | loss: 0.0311114 | val_loss: 0.0311417 | Time: 1632.67 ms [2022-03-13 09:18:05 main:574] : INFO : Epoch 1920 | loss: 0.0311114 | val_loss: 0.0311414 | Time: 1633.65 ms [2022-03-13 09:18:07 main:574] : INFO : Epoch 1921 | loss: 0.0311105 | val_loss: 0.0311414 | Time: 1626.37 ms [2022-03-13 09:18:09 main:574] : INFO : Epoch 1922 | loss: 0.0311153 | val_loss: 0.0311439 | Time: 1652.44 ms [2022-03-13 09:18:10 main:574] : INFO : Epoch 1923 | loss: 0.0311159 | val_loss: 0.0311377 | Time: 1648.81 ms [2022-03-13 09:18:12 main:574] : INFO : Epoch 1924 | loss: 0.0311134 | val_loss: 0.0311416 | Time: 1637.82 ms [2022-03-13 09:18:14 main:574] : INFO : Epoch 1925 | loss: 0.0311137 | val_loss: 0.0311424 | Time: 1639.48 ms [2022-03-13 09:18:15 main:574] : INFO : Epoch 1926 | loss: 0.0311135 | val_loss: 0.0311406 | Time: 1635.79 ms [2022-03-13 09:18:17 main:574] : INFO : Epoch 1927 | loss: 0.0311116 | val_loss: 0.0311411 | Time: 1637.99 ms [2022-03-13 09:18:18 main:574] : INFO : Epoch 1928 | loss: 0.0311113 | val_loss: 0.0311387 | Time: 1640.61 ms [2022-03-13 09:18:20 main:574] : INFO : Epoch 1929 | loss: 0.0311131 | val_loss: 0.0311444 | Time: 1643.41 ms [2022-03-13 09:18:22 main:574] : INFO : Epoch 1930 | loss: 0.0311165 | val_loss: 0.0311473 | Time: 1637.29 ms [2022-03-13 09:18:23 main:574] : INFO : Epoch 1931 | loss: 0.0311157 | val_loss: 0.0311404 | Time: 1635.82 ms [2022-03-13 09:18:25 main:574] : INFO : Epoch 1932 | loss: 0.0311147 | val_loss: 0.0311394 | Time: 1634.83 ms [2022-03-13 09:18:27 main:574] : INFO : Epoch 1933 | loss: 0.0311133 | val_loss: 0.0311388 | Time: 1634.76 ms [2022-03-13 09:18:28 main:574] : INFO : Epoch 1934 | loss: 0.0311126 | val_loss: 0.0311408 | Time: 1645.02 ms [2022-03-13 09:18:30 main:574] : INFO : Epoch 1935 | loss: 0.031112 | val_loss: 0.0311402 | Time: 1644.66 ms [2022-03-13 09:18:32 main:574] : INFO : Epoch 1936 | loss: 0.0311106 | val_loss: 0.0311422 | Time: 1649.63 ms [2022-03-13 09:18:33 main:574] : INFO : Epoch 1937 | loss: 0.0311113 | val_loss: 0.0311391 | Time: 1635.61 ms [2022-03-13 09:18:35 main:574] : INFO : Epoch 1938 | loss: 0.031111 | val_loss: 0.0311476 | Time: 1633.6 ms [2022-03-13 09:18:37 main:574] : INFO : Epoch 1939 | loss: 0.0311116 | val_loss: 0.0311495 | Time: 1636.33 ms [2022-03-13 09:18:38 main:574] : INFO : Epoch 1940 | loss: 0.0311139 | val_loss: 0.0311449 | Time: 1648.42 ms [2022-03-13 09:18:40 main:574] : INFO : Epoch 1941 | loss: 0.0311118 | val_loss: 0.0311437 | Time: 1639.69 ms [2022-03-13 09:18:41 main:574] : INFO : Epoch 1942 | loss: 0.0311168 | val_loss: 0.0311461 | Time: 1654.08 ms [2022-03-13 09:18:43 main:574] : INFO : Epoch 1943 | loss: 0.0311227 | val_loss: 0.0311429 | Time: 1628.06 ms [2022-03-13 09:18:45 main:574] : INFO : Epoch 1944 | loss: 0.0311235 | val_loss: 0.0311442 | Time: 1642.71 ms [2022-03-13 09:18:46 main:574] : INFO : Epoch 1945 | loss: 0.0311204 | val_loss: 0.0311424 | Time: 1638.24 ms [2022-03-13 09:18:48 main:574] : INFO : Epoch 1946 | loss: 0.0311181 | val_loss: 0.031144 | Time: 1642.58 ms [2022-03-13 09:18:50 main:574] : INFO : Epoch 1947 | loss: 0.0311188 | val_loss: 0.0311417 | Time: 1637.12 ms [2022-03-13 09:18:51 main:574] : INFO : Epoch 1948 | loss: 0.0311194 | val_loss: 0.0311398 | Time: 1644.87 ms [2022-03-13 09:18:53 main:574] : INFO : Epoch 1949 | loss: 0.0311175 | val_loss: 0.0311365 | Time: 1635.46 ms [2022-03-13 09:18:55 main:574] : INFO : Epoch 1950 | loss: 0.0311167 | val_loss: 0.031134 | Time: 1636.07 ms [2022-03-13 09:18:56 main:574] : INFO : Epoch 1951 | loss: 0.0311164 | val_loss: 0.0311383 | Time: 1633.75 ms [2022-03-13 09:18:58 main:574] : INFO : Epoch 1952 | loss: 0.0311164 | val_loss: 0.0311407 | Time: 1643.65 ms [2022-03-13 09:19:00 main:574] : INFO : Epoch 1953 | loss: 0.0311163 | val_loss: 0.031142 | Time: 1641.8 ms [2022-03-13 09:19:01 main:574] : INFO : Epoch 1954 | loss: 0.0311173 | val_loss: 0.0311408 | Time: 1643.75 ms [2022-03-13 09:19:03 main:574] : INFO : Epoch 1955 | loss: 0.0311145 | val_loss: 0.0311398 | Time: 1636.39 ms [2022-03-13 09:19:05 main:574] : INFO : Epoch 1956 | loss: 0.0311171 | val_loss: 0.0311408 | Time: 1635.36 ms [2022-03-13 09:19:06 main:574] : INFO : Epoch 1957 | loss: 0.0311177 | val_loss: 0.0311399 | Time: 1639.2 ms [2022-03-13 09:19:08 main:574] : INFO : Epoch 1958 | loss: 0.0311178 | val_loss: 0.0311403 | Time: 1637.65 ms [2022-03-13 09:19:09 main:574] : INFO : Epoch 1959 | loss: 0.0311194 | val_loss: 0.0311447 | Time: 1640.71 ms [2022-03-13 09:19:11 main:574] : INFO : Epoch 1960 | loss: 0.0311266 | val_loss: 0.0311459 | Time: 1638.37 ms [2022-03-13 09:19:13 main:574] : INFO : Epoch 1961 | loss: 0.0311237 | val_loss: 0.0311417 | Time: 1638.95 ms [2022-03-13 09:19:14 main:574] : INFO : Epoch 1962 | loss: 0.0311209 | val_loss: 0.0311453 | Time: 1641.34 ms [2022-03-13 09:19:16 main:574] : INFO : Epoch 1963 | loss: 0.031121 | val_loss: 0.0311438 | Time: 1632.87 ms [2022-03-13 09:19:18 main:574] : INFO : Epoch 1964 | loss: 0.0311197 | val_loss: 0.0311486 | Time: 1635.36 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-03-13 09:20:03 main:435] : INFO : Set logging level to 1 [2022-03-13 09:20:03 main:441] : INFO : Running in BOINC Client mode [2022-03-13 09:20:03 main:444] : INFO : Resolving all filenames [2022-03-13 09:20:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-13 09:20:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-13 09:20:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-13 09:20:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-13 09:20:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-13 09:20:03 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-13 09:20:03 main:474] : INFO : Configuration: [2022-03-13 09:20:03 main:475] : INFO : Model type: GRU [2022-03-13 09:20:03 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-13 09:20:03 main:477] : INFO : Max Epochs: 2048 [2022-03-13 09:20:03 main:478] : INFO : Batch Size: 128 [2022-03-13 09:20:03 main:479] : INFO : Learning Rate: 0.01 [2022-03-13 09:20:03 main:480] : INFO : Patience: 10 [2022-03-13 09:20:03 main:481] : INFO : Hidden Width: 12 [2022-03-13 09:20:03 main:482] : INFO : # Recurrent Layers: 4 [2022-03-13 09:20:03 main:483] : INFO : # Backend Layers: 4 [2022-03-13 09:20:03 main:484] : INFO : # Threads: 1 [2022-03-13 09:20:03 main:486] : INFO : Preparing Dataset [2022-03-13 09:20:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-13 09:20:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-13 09:20:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-13 09:20:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-13 09:20:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-13 09:20:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-13 09:20:05 main:494] : INFO : Creating Model [2022-03-13 09:20:05 main:507] : INFO : Preparing config file [2022-03-13 09:20:05 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-13 09:20:05 main:512] : INFO : Loading config [2022-03-13 09:20:05 main:514] : INFO : Loading state [2022-03-13 09:20:05 main:559] : INFO : Loading DataLoader into Memory [2022-03-13 09:20:05 main:562] : INFO : Starting Training [2022-03-13 09:20:07 main:574] : INFO : Epoch 1929 | loss: 0.0313192 | val_loss: 0.0311937 | Time: 1815.14 ms [2022-03-13 09:20:09 main:574] : INFO : Epoch 1930 | loss: 0.0311394 | val_loss: 0.0311514 | Time: 1618.61 ms [2022-03-13 09:20:10 main:574] : INFO : Epoch 1931 | loss: 0.0311186 | val_loss: 0.0311497 | Time: 1626 ms [2022-03-13 09:20:12 main:574] : INFO : Epoch 1932 | loss: 0.0311163 | val_loss: 0.0311432 | Time: 1624.77 ms [2022-03-13 09:20:14 main:574] : INFO : Epoch 1933 | loss: 0.0311154 | val_loss: 0.0311417 | Time: 1626.77 ms [2022-03-13 09:20:15 main:574] : INFO : Epoch 1934 | loss: 0.031117 | val_loss: 0.0311422 | Time: 1638.98 ms [2022-03-13 09:20:17 main:574] : INFO : Epoch 1935 | loss: 0.0311131 | val_loss: 0.0311374 | Time: 1635.38 ms [2022-03-13 09:20:19 main:574] : INFO : Epoch 1936 | loss: 0.0311126 | val_loss: 0.031138 | Time: 1641.09 ms [2022-03-13 09:20:20 main:574] : INFO : Epoch 1937 | loss: 0.0311111 | val_loss: 0.0311412 | Time: 1637.18 ms [2022-03-13 09:20:22 main:574] : INFO : Epoch 1938 | loss: 0.0311099 | val_loss: 0.0311391 | Time: 1645.98 ms [2022-03-13 09:20:24 main:574] : INFO : Epoch 1939 | loss: 0.031109 | val_loss: 0.031141 | Time: 1628.85 ms [2022-03-13 09:20:25 main:574] : INFO : Epoch 1940 | loss: 0.0311112 | val_loss: 0.0311403 | Time: 1641.34 ms [2022-03-13 09:20:27 main:574] : INFO : Epoch 1941 | loss: 0.031114 | val_loss: 0.0311413 | Time: 1626.17 ms [2022-03-13 09:20:29 main:574] : INFO : Epoch 1942 | loss: 0.0311158 | val_loss: 0.0311386 | Time: 1637.08 ms [2022-03-13 09:20:30 main:574] : INFO : Epoch 1943 | loss: 0.0311136 | val_loss: 0.0311369 | Time: 1640.2 ms [2022-03-13 09:20:32 main:574] : INFO : Epoch 1944 | loss: 0.0311149 | val_loss: 0.0311435 | Time: 1638.44 ms [2022-03-13 09:20:33 main:574] : INFO : Epoch 1945 | loss: 0.031113 | val_loss: 0.0311473 | Time: 1629.53 ms [2022-03-13 09:20:35 main:574] : INFO : Epoch 1946 | loss: 0.0311132 | val_loss: 0.0311445 | Time: 1639.36 ms [2022-03-13 09:20:37 main:574] : INFO : Epoch 1947 | loss: 0.0311128 | val_loss: 0.0311431 | Time: 1624.78 ms [2022-03-13 09:20:38 main:574] : INFO : Epoch 1948 | loss: 0.0311108 | val_loss: 0.0311414 | Time: 1643.59 ms [2022-03-13 09:20:40 main:574] : INFO : Epoch 1949 | loss: 0.0311121 | val_loss: 0.0311426 | Time: 1640.33 ms [2022-03-13 09:20:42 main:574] : INFO : Epoch 1950 | loss: 0.0311103 | val_loss: 0.0311431 | Time: 1644.3 ms [2022-03-13 09:20:43 main:574] : INFO : Epoch 1951 | loss: 0.0311103 | val_loss: 0.0311393 | Time: 1630.11 ms [2022-03-13 09:20:45 main:574] : INFO : Epoch 1952 | loss: 0.0311097 | val_loss: 0.0311426 | Time: 1633.95 ms [2022-03-13 09:20:47 main:574] : INFO : Epoch 1953 | loss: 0.0311114 | val_loss: 0.031142 | Time: 1630.09 ms [2022-03-13 09:20:48 main:574] : INFO : Epoch 1954 | loss: 0.0311105 | val_loss: 0.031145 | Time: 1640.34 ms [2022-03-13 09:20:50 main:574] : INFO : Epoch 1955 | loss: 0.0311099 | val_loss: 0.0311481 | Time: 1638.12 ms [2022-03-13 09:20:52 main:574] : INFO : Epoch 1956 | loss: 0.0311108 | val_loss: 0.0311417 | Time: 1644.43 ms [2022-03-13 09:20:53 main:574] : INFO : Epoch 1957 | loss: 0.0311093 | val_loss: 0.0311431 | Time: 1640.76 ms [2022-03-13 09:20:55 main:574] : INFO : Epoch 1958 | loss: 0.0311132 | val_loss: 0.0311405 | Time: 1637.34 ms [2022-03-13 09:20:56 main:574] : INFO : Epoch 1959 | loss: 0.0311119 | val_loss: 0.0311374 | Time: 1635.94 ms [2022-03-13 09:20:58 main:574] : INFO : Epoch 1960 | loss: 0.0311123 | val_loss: 0.0311375 | Time: 1642.59 ms [2022-03-13 09:21:00 main:574] : INFO : Epoch 1961 | loss: 0.0311106 | val_loss: 0.0311368 | Time: 1634.87 ms [2022-03-13 09:21:01 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.0311379 | Time: 1642.65 ms [2022-03-13 09:21:03 main:574] : INFO : Epoch 1963 | loss: 0.031108 | val_loss: 0.0311395 | Time: 1637.44 ms [2022-03-13 09:21:05 main:574] : INFO : Epoch 1964 | loss: 0.0311078 | val_loss: 0.0311374 | Time: 1637.84 ms [2022-03-13 09:21:06 main:574] : INFO : Epoch 1965 | loss: 0.0311108 | val_loss: 0.0311398 | Time: 1633.67 ms [2022-03-13 09:21:08 main:574] : INFO : Epoch 1966 | loss: 0.0311094 | val_loss: 0.0311427 | Time: 1654.99 ms [2022-03-13 09:21:10 main:574] : INFO : Epoch 1967 | loss: 0.0311092 | val_loss: 0.0311407 | Time: 1637.67 ms [2022-03-13 09:21:11 main:574] : INFO : Epoch 1968 | loss: 0.0311074 | val_loss: 0.031138 | Time: 1639.84 ms [2022-03-13 09:21:13 main:574] : INFO : Epoch 1969 | loss: 0.0311071 | val_loss: 0.0311409 | Time: 1631.18 ms [2022-03-13 09:21:15 main:574] : INFO : Epoch 1970 | loss: 0.0311086 | val_loss: 0.0311501 | Time: 1634.31 ms [2022-03-13 09:21:16 main:574] : INFO : Epoch 1971 | loss: 0.0311095 | val_loss: 0.0311404 | Time: 1636.68 ms [2022-03-13 09:21:18 main:574] : INFO : Epoch 1972 | loss: 0.0311081 | val_loss: 0.0311408 | Time: 1632.51 ms [2022-03-13 09:21:19 main:574] : INFO : Epoch 1973 | loss: 0.0311104 | val_loss: 0.0311431 | Time: 1638.91 ms [2022-03-13 09:21:21 main:574] : INFO : Epoch 1974 | loss: 0.0311132 | val_loss: 0.0311413 | Time: 1638.89 ms [2022-03-13 09:21:23 main:574] : INFO : Epoch 1975 | loss: 0.031111 | val_loss: 0.0311398 | Time: 1628.8 ms [2022-03-13 09:21:24 main:574] : INFO : Epoch 1976 | loss: 0.0311105 | val_loss: 0.0311407 | Time: 1638.12 ms [2022-03-13 09:21:26 main:574] : INFO : Epoch 1977 | loss: 0.0311093 | val_loss: 0.0311419 | Time: 1636.16 ms [2022-03-13 09:21:28 main:574] : INFO : Epoch 1978 | loss: 0.03111 | val_loss: 0.0311431 | Time: 1624.3 ms [2022-03-13 09:21:29 main:574] : INFO : Epoch 1979 | loss: 0.03111 | val_loss: 0.0311417 | Time: 1643.71 ms [2022-03-13 09:21:31 main:574] : INFO : Epoch 1980 | loss: 0.0311098 | val_loss: 0.0311413 | Time: 1643.16 ms [2022-03-13 09:21:33 main:574] : INFO : Epoch 1981 | loss: 0.0311136 | val_loss: 0.0311445 | Time: 1639.44 ms [2022-03-13 09:21:34 main:574] : INFO : Epoch 1982 | loss: 0.0311134 | val_loss: 0.0311355 | Time: 1626.81 ms [2022-03-13 09:21:36 main:574] : INFO : Epoch 1983 | loss: 0.031111 | val_loss: 0.0311359 | Time: 1637.64 ms [2022-03-13 09:21:38 main:574] : INFO : Epoch 1984 | loss: 0.0311109 | val_loss: 0.0311387 | Time: 1629.15 ms [2022-03-13 09:21:39 main:574] : INFO : Epoch 1985 | loss: 0.0311133 | val_loss: 0.0311445 | Time: 1640.32 ms [2022-03-13 09:21:41 main:574] : INFO : Epoch 1986 | loss: 0.0311115 | val_loss: 0.0311409 | Time: 1638.09 ms [2022-03-13 09:21:42 main:574] : INFO : Epoch 1987 | loss: 0.0311099 | val_loss: 0.0311391 | Time: 1641.66 ms [2022-03-13 09:21:44 main:574] : INFO : Epoch 1988 | loss: 0.0311098 | val_loss: 0.0311368 | Time: 1648.41 ms [2022-03-13 09:21:46 main:574] : INFO : Epoch 1989 | loss: 0.0311084 | val_loss: 0.03114 | Time: 1628.01 ms [2022-03-13 09:21:47 main:574] : INFO : Epoch 1990 | loss: 0.0311076 | val_loss: 0.0311357 | Time: 1635.87 ms [2022-03-13 09:21:49 main:574] : INFO : Epoch 1991 | loss: 0.0311096 | val_loss: 0.0311408 | Time: 1641.46 ms [2022-03-13 09:21:51 main:574] : INFO : Epoch 1992 | loss: 0.0311103 | val_loss: 0.0311413 | Time: 1641.76 ms [2022-03-13 09:21:52 main:574] : INFO : Epoch 1993 | loss: 0.0311077 | val_loss: 0.0311351 | Time: 1642.65 ms [2022-03-13 09:21:54 main:574] : INFO : Epoch 1994 | loss: 0.0311091 | val_loss: 0.031139 | Time: 1632.74 ms [2022-03-13 09:21:56 main:574] : INFO : Epoch 1995 | loss: 0.0311119 | val_loss: 0.0311443 | Time: 1638.33 ms [2022-03-13 09:21:57 main:574] : INFO : Epoch 1996 | loss: 0.031113 | val_loss: 0.0311416 | Time: 1629.38 ms [2022-03-13 09:21:59 main:574] : INFO : Epoch 1997 | loss: 0.0311099 | val_loss: 0.0311415 | Time: 1635.75 ms [2022-03-13 09:22:01 main:574] : INFO : Epoch 1998 | loss: 0.0311074 | val_loss: 0.0311369 | Time: 1635.03 ms [2022-03-13 09:22:02 main:574] : INFO : Epoch 1999 | loss: 0.0311097 | val_loss: 0.0311348 | Time: 1645.45 ms [2022-03-13 09:22:04 main:574] : INFO : Epoch 2000 | loss: 0.0311086 | val_loss: 0.0311383 | Time: 1633.02 ms [2022-03-13 09:22:05 main:574] : INFO : Epoch 2001 | loss: 0.0311115 | val_loss: 0.0311386 | Time: 1640.83 ms [2022-03-13 09:22:07 main:574] : INFO : Epoch 2002 | loss: 0.0311104 | val_loss: 0.0311382 | Time: 1643.57 ms [2022-03-13 09:22:09 main:574] : INFO : Epoch 2003 | loss: 0.0311102 | val_loss: 0.0311409 | Time: 1648.25 ms [2022-03-13 09:22:10 main:574] : INFO : Epoch 2004 | loss: 0.0311094 | val_loss: 0.0311375 | Time: 1655.6 ms [2022-03-13 09:22:12 main:574] : INFO : Epoch 2005 | loss: 0.0311099 | val_loss: 0.031144 | Time: 1640.42 ms [2022-03-13 09:22:14 main:574] : INFO : Epoch 2006 | loss: 0.0311136 | val_loss: 0.0311388 | Time: 1635.05 ms [2022-03-13 09:22:15 main:574] : INFO : Epoch 2007 | loss: 0.0311097 | val_loss: 0.0311447 | Time: 1642.56 ms [2022-03-13 09:22:17 main:574] : INFO : Epoch 2008 | loss: 0.0311105 | val_loss: 0.0311483 | Time: 1635.19 ms [2022-03-13 09:22:19 main:574] : INFO : Epoch 2009 | loss: 0.0311111 | val_loss: 0.0311399 | Time: 1637.75 ms [2022-03-13 09:22:20 main:574] : INFO : Epoch 2010 | loss: 0.0311096 | val_loss: 0.0311403 | Time: 1640.12 ms [2022-03-13 09:22:22 main:574] : INFO : Epoch 2011 | loss: 0.0311087 | val_loss: 0.0311402 | Time: 1629.31 ms [2022-03-13 09:22:24 main:574] : INFO : Epoch 2012 | loss: 0.0311108 | val_loss: 0.0311408 | Time: 1637.87 ms [2022-03-13 09:22:25 main:574] : INFO : Epoch 2013 | loss: 0.0311091 | val_loss: 0.0311412 | Time: 1634.75 ms [2022-03-13 09:22:27 main:574] : INFO : Epoch 2014 | loss: 0.0311089 | val_loss: 0.0311406 | Time: 1633.43 ms [2022-03-13 09:22:28 main:574] : INFO : Epoch 2015 | loss: 0.0311167 | val_loss: 0.0311376 | Time: 1635.59 ms [2022-03-13 09:22:30 main:574] : INFO : Epoch 2016 | loss: 0.0311207 | val_loss: 0.0311499 | Time: 1640.63 ms [2022-03-13 09:22:32 main:574] : INFO : Epoch 2017 | loss: 0.0311296 | val_loss: 0.0311535 | Time: 1644.09 ms [2022-03-13 09:22:33 main:574] : INFO : Epoch 2018 | loss: 0.0311246 | val_loss: 0.0311453 | Time: 1634.98 ms [2022-03-13 09:22:35 main:574] : INFO : Epoch 2019 | loss: 0.0311219 | val_loss: 0.0311437 | Time: 1636.47 ms [2022-03-13 09:22:37 main:574] : INFO : Epoch 2020 | loss: 0.031124 | val_loss: 0.0311465 | Time: 1632.02 ms [2022-03-13 09:22:38 main:574] : INFO : Epoch 2021 | loss: 0.0311209 | val_loss: 0.0311435 | Time: 1637.15 ms [2022-03-13 09:22:40 main:574] : INFO : Epoch 2022 | loss: 0.0311172 | val_loss: 0.0311412 | Time: 1645.19 ms [2022-03-13 09:22:42 main:574] : INFO : Epoch 2023 | loss: 0.0311177 | val_loss: 0.0311461 | Time: 1642.74 ms [2022-03-13 09:22:43 main:574] : INFO : Epoch 2024 | loss: 0.0311198 | val_loss: 0.0311433 | Time: 1629.46 ms [2022-03-13 09:22:45 main:574] : INFO : Epoch 2025 | loss: 0.0311212 | val_loss: 0.0311536 | Time: 1632.89 ms [2022-03-13 09:22:47 main:574] : INFO : Epoch 2026 | loss: 0.0311218 | val_loss: 0.0311377 | Time: 1632.88 ms [2022-03-13 09:22:48 main:574] : INFO : Epoch 2027 | loss: 0.0311166 | val_loss: 0.0311416 | Time: 1634.59 ms [2022-03-13 09:22:50 main:574] : INFO : Epoch 2028 | loss: 0.0311179 | val_loss: 0.0311421 | Time: 1642.01 ms [2022-03-13 09:22:52 main:574] : INFO : Epoch 2029 | loss: 0.0311315 | val_loss: 0.0311489 | Time: 1652.34 ms [2022-03-13 09:22:53 main:574] : INFO : Epoch 2030 | loss: 0.0311293 | val_loss: 0.0311421 | Time: 1635.05 ms [2022-03-13 09:22:55 main:574] : INFO : Epoch 2031 | loss: 0.0311284 | val_loss: 0.0311505 | Time: 1640.3 ms [2022-03-13 09:22:56 main:574] : INFO : Epoch 2032 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 1636.63 ms [2022-03-13 09:22:58 main:574] : INFO : Epoch 2033 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 1626.16 ms [2022-03-13 09:23:00 main:574] : INFO : Epoch 2034 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 1643.69 ms [2022-03-13 09:23:01 main:574] : INFO : Epoch 2035 | loss: 0.0311324 | val_loss: 0.0311483 | Time: 1652.28 ms [2022-03-13 09:23:03 main:574] : INFO : Epoch 2036 | loss: 0.0311295 | val_loss: 0.0311463 | Time: 1637.12 ms [2022-03-13 09:23:05 main:574] : INFO : Epoch 2037 | loss: 0.0311255 | val_loss: 0.0311454 | Time: 1633.16 ms [2022-03-13 09:23:06 main:574] : INFO : Epoch 2038 | loss: 0.0311233 | val_loss: 0.0311456 | Time: 1629.57 ms [2022-03-13 09:23:08 main:574] : INFO : Epoch 2039 | loss: 0.031124 | val_loss: 0.0311461 | Time: 1629.38 ms [2022-03-13 09:23:10 main:574] : INFO : Epoch 2040 | loss: 0.0311239 | val_loss: 0.0311441 | Time: 1640.49 ms [2022-03-13 09:23:11 main:574] : INFO : Epoch 2041 | loss: 0.0311209 | val_loss: 0.0311465 | Time: 1638.1 ms [2022-03-13 09:23:13 main:574] : INFO : Epoch 2042 | loss: 0.0311243 | val_loss: 0.0311514 | Time: 1640.26 ms [2022-03-13 09:23:15 main:574] : INFO : Epoch 2043 | loss: 0.0311272 | val_loss: 0.0311471 | Time: 1633.54 ms [2022-03-13 09:23:16 main:574] : INFO : Epoch 2044 | loss: 0.0311273 | val_loss: 0.0311509 | Time: 1631.84 ms [2022-03-13 09:23:18 main:574] : INFO : Epoch 2045 | loss: 0.031125 | val_loss: 0.0311485 | Time: 1632.34 ms [2022-03-13 09:23:19 main:574] : INFO : Epoch 2046 | loss: 0.0311253 | val_loss: 0.0311465 | Time: 1639.59 ms [2022-03-13 09:23:21 main:574] : INFO : Epoch 2047 | loss: 0.0311299 | val_loss: 0.0311456 | Time: 1645.55 ms [2022-03-13 09:23:23 main:574] : INFO : Epoch 2048 | loss: 0.0311299 | val_loss: 0.0311456 | Time: 1640.36 ms [2022-03-13 09:23:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311456 [2022-03-13 09:23:23 main:603] : INFO : Saving end state to config to file [2022-03-13 09:23:23 main:608] : INFO : Success, exiting.. 09:23:23 (19428): 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)