Task 11075182
| Name | ParityModified-1639963797-9815-2-0_0 |
| Workunit | 8360506 |
| Created | 26 Jan 2022, 4:11:29 UTC |
| Sent | 12 Feb 2022, 7:13:55 UTC |
| Report deadline | 20 Feb 2022, 7:13:55 UTC |
| Received | 12 Feb 2022, 15:25:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 3 min 9 sec |
| CPU time | 1 hours 2 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8:11:46 main:574] : INFO : Epoch 1567 | loss: 0.0311398 | val_loss: 0.0311845 | Time: 1833.17 ms [2022-02-12 08:11:48 main:574] : INFO : Epoch 1568 | loss: 0.0311377 | val_loss: 0.0311825 | Time: 1817.35 ms [2022-02-12 08:11:50 main:574] : INFO : Epoch 1569 | loss: 0.0311382 | val_loss: 0.0311819 | Time: 1833.47 ms [2022-02-12 08:11:52 main:574] : INFO : Epoch 1570 | loss: 0.0311383 | val_loss: 0.0311853 | Time: 1839.22 ms [2022-02-12 08:11:53 main:574] : INFO : Epoch 1571 | loss: 0.0311382 | val_loss: 0.0311829 | Time: 1824.47 ms [2022-02-12 08:11:55 main:574] : INFO : Epoch 1572 | loss: 0.0311394 | val_loss: 0.0311794 | Time: 1830.66 ms [2022-02-12 08:11:57 main:574] : INFO : Epoch 1573 | loss: 0.0311382 | val_loss: 0.0311819 | Time: 1819.29 ms [2022-02-12 08:11:59 main:574] : INFO : Epoch 1574 | loss: 0.0311395 | val_loss: 0.0311823 | Time: 1830.72 ms [2022-02-12 08:12:01 main:574] : INFO : Epoch 1575 | loss: 0.0311383 | val_loss: 0.0311807 | Time: 1826.13 ms [2022-02-12 08:12:03 main:574] : INFO : Epoch 1576 | loss: 0.0311371 | val_loss: 0.0311833 | Time: 1828.66 ms [2022-02-12 08:12:04 main:574] : INFO : Epoch 1577 | loss: 0.0311377 | val_loss: 0.0311792 | Time: 1836.06 ms [2022-02-12 08:12:06 main:574] : INFO : Epoch 1578 | loss: 0.031139 | val_loss: 0.0311775 | Time: 1831.39 ms [2022-02-12 08:12:08 main:574] : INFO : Epoch 1579 | loss: 0.0311368 | val_loss: 0.0311859 | Time: 1839.75 ms [2022-02-12 08:12:10 main:574] : INFO : Epoch 1580 | loss: 0.0311373 | val_loss: 0.0311857 | Time: 1829.65 ms [2022-02-12 08:12:12 main:574] : INFO : Epoch 1581 | loss: 0.0311367 | val_loss: 0.0311817 | Time: 1817.53 ms [2022-02-12 08:12:14 main:574] : INFO : Epoch 1582 | loss: 0.0311375 | val_loss: 0.0311845 | Time: 1819.63 ms [2022-02-12 08:12:15 main:574] : INFO : Epoch 1583 | loss: 0.0311364 | val_loss: 0.0311796 | Time: 1831.02 ms [2022-02-12 08:12:17 main:574] : INFO : Epoch 1584 | loss: 0.0311368 | val_loss: 0.0311806 | Time: 1822.94 ms [2022-02-12 08:12:19 main:574] : INFO : Epoch 1585 | loss: 0.0311376 | val_loss: 0.0311855 | Time: 1817.27 ms [2022-02-12 08:12:21 main:574] : INFO : Epoch 1586 | loss: 0.0311381 | val_loss: 0.0311861 | Time: 1828.71 ms [2022-02-12 08:12:23 main:574] : INFO : Epoch 1587 | loss: 0.0311369 | val_loss: 0.0311891 | Time: 1828.97 ms [2022-02-12 08:12:25 main:574] : INFO : Epoch 1588 | loss: 0.0311376 | val_loss: 0.0311859 | Time: 1833.04 ms [2022-02-12 08:12:26 main:574] : INFO : Epoch 1589 | loss: 0.0311357 | val_loss: 0.0311856 | Time: 1821.99 ms [2022-02-12 08:12:28 main:574] : INFO : Epoch 1590 | loss: 0.031137 | val_loss: 0.0311965 | Time: 1824.02 ms [2022-02-12 08:12:30 main:574] : INFO : Epoch 1591 | loss: 0.0311423 | val_loss: 0.0311811 | Time: 1832.37 ms [2022-02-12 08:12:32 main:574] : INFO : Epoch 1592 | loss: 0.0311371 | val_loss: 0.0311817 | Time: 1821.36 ms [2022-02-12 08:12:34 main:574] : INFO : Epoch 1593 | loss: 0.0311372 | val_loss: 0.0311885 | Time: 1830.01 ms [2022-02-12 08:12:36 main:574] : INFO : Epoch 1594 | loss: 0.0311396 | val_loss: 0.0311839 | Time: 1824.23 ms [2022-02-12 08:12:37 main:574] : INFO : Epoch 1595 | loss: 0.0311386 | val_loss: 0.0311801 | Time: 1840.5 ms [2022-02-12 08:12:39 main:574] : INFO : Epoch 1596 | loss: 0.0311377 | val_loss: 0.0311823 | Time: 1838.98 ms [2022-02-12 08:12:41 main:574] : INFO : Epoch 1597 | loss: 0.031136 | val_loss: 0.03118 | Time: 1830.15 ms [2022-02-12 08:12:43 main:574] : INFO : Epoch 1598 | loss: 0.0311353 | val_loss: 0.0311874 | Time: 1820.56 ms [2022-02-12 08:12:45 main:574] : INFO : Epoch 1599 | loss: 0.0311368 | val_loss: 0.0311824 | Time: 1825.57 ms [2022-02-12 08:12:47 main:574] : INFO : Epoch 1600 | loss: 0.0311371 | val_loss: 0.03118 | Time: 1824.85 ms [2022-02-12 08:12:48 main:574] : INFO : Epoch 1601 | loss: 0.0311386 | val_loss: 0.0311825 | Time: 1825.52 ms [2022-02-12 08:12:50 main:574] : INFO : Epoch 1602 | loss: 0.0311394 | val_loss: 0.0311825 | Time: 1822.27 ms [2022-02-12 08:12:52 main:574] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311824 | Time: 1825.53 ms [2022-02-12 08:12:54 main:574] : INFO : Epoch 1604 | loss: 0.0311375 | val_loss: 0.0311869 | Time: 1818.98 ms [2022-02-12 08:12:56 main:574] : INFO : Epoch 1605 | loss: 0.0311373 | val_loss: 0.0311834 | Time: 1822.47 ms [2022-02-12 08:12:58 main:574] : INFO : Epoch 1606 | loss: 0.0311391 | val_loss: 0.031186 | Time: 1838.43 ms [2022-02-12 08:12:59 main:574] : INFO : Epoch 1607 | loss: 0.0311367 | val_loss: 0.0311852 | Time: 1834.05 ms [2022-02-12 08:13:01 main:574] : INFO : Epoch 1608 | loss: 0.0311344 | val_loss: 0.0311841 | Time: 1823.42 ms [2022-02-12 08:13:03 main:574] : INFO : Epoch 1609 | loss: 0.0311351 | val_loss: 0.0311865 | Time: 1821.99 ms [2022-02-12 08:13:05 main:574] : INFO : Epoch 1610 | loss: 0.0311347 | val_loss: 0.0311834 | Time: 1827.6 ms [2022-02-12 08:13:07 main:574] : INFO : Epoch 1611 | loss: 0.0311353 | val_loss: 0.0311921 | Time: 1827.34 ms [2022-02-12 08:13:09 main:574] : INFO : Epoch 1612 | loss: 0.0311364 | val_loss: 0.0311827 | Time: 1845.41 ms [2022-02-12 08:13:10 main:574] : INFO : Epoch 1613 | loss: 0.0311382 | val_loss: 0.0311846 | Time: 1844.53 ms [2022-02-12 08:13:12 main:574] : INFO : Epoch 1614 | loss: 0.0311374 | val_loss: 0.0311816 | Time: 1836.51 ms [2022-02-12 08:13:14 main:574] : INFO : Epoch 1615 | loss: 0.0311371 | val_loss: 0.0311877 | Time: 1839.79 ms [2022-02-12 08:13:16 main:574] : INFO : Epoch 1616 | loss: 0.0311361 | val_loss: 0.0311852 | Time: 1857.42 ms [2022-02-12 08:13:18 main:574] : INFO : Epoch 1617 | loss: 0.0311352 | val_loss: 0.0311831 | Time: 1841.11 ms [2022-02-12 08:13:20 main:574] : INFO : Epoch 1618 | loss: 0.0311345 | val_loss: 0.0311833 | Time: 1820.97 ms [2022-02-12 08:13:22 main:574] : INFO : Epoch 1619 | loss: 0.031137 | val_loss: 0.0311837 | Time: 1841.26 ms [2022-02-12 08:13:23 main:574] : INFO : Epoch 1620 | loss: 0.0311334 | val_loss: 0.0311883 | Time: 1833.13 ms [2022-02-12 08:13:25 main:574] : INFO : Epoch 1621 | loss: 0.0311336 | val_loss: 0.0311832 | Time: 1836.37 ms [2022-02-12 08:13:27 main:574] : INFO : Epoch 1622 | loss: 0.0311352 | val_loss: 0.0311843 | Time: 1843.53 ms [2022-02-12 08:13:29 main:574] : INFO : Epoch 1623 | loss: 0.031133 | val_loss: 0.031184 | Time: 1835.65 ms [2022-02-12 08:13:31 main:574] : INFO : Epoch 1624 | loss: 0.0311337 | val_loss: 0.0311879 | Time: 1835.34 ms [2022-02-12 08:13:33 main:574] : INFO : Epoch 1625 | loss: 0.0311352 | val_loss: 0.031187 | Time: 1833.27 ms [2022-02-12 08:13:34 main:574] : INFO : Epoch 1626 | loss: 0.0311362 | val_loss: 0.0311796 | Time: 1827.25 ms [2022-02-12 08:13:36 main:574] : INFO : Epoch 1627 | loss: 0.0311329 | val_loss: 0.0311918 | Time: 1835.99 ms [2022-02-12 08:13:38 main:574] : INFO : Epoch 1628 | loss: 0.0311308 | val_loss: 0.031186 | Time: 1832.08 ms [2022-02-12 08:13:40 main:574] : INFO : Epoch 1629 | loss: 0.0311311 | val_loss: 0.0311834 | Time: 1828.11 ms [2022-02-12 08:13:42 main:574] : INFO : Epoch 1630 | loss: 0.0311316 | val_loss: 0.0311882 | Time: 1843.95 ms [2022-02-12 08:13:44 main:574] : INFO : Epoch 1631 | loss: 0.031135 | val_loss: 0.0311827 | Time: 1836.32 ms [2022-02-12 08:13:45 main:574] : INFO : Epoch 1632 | loss: 0.0311367 | val_loss: 0.031178 | Time: 1823.29 ms [2022-02-12 08:13:47 main:574] : INFO : Epoch 1633 | loss: 0.0311366 | val_loss: 0.0311999 | Time: 1822.13 ms [2022-02-12 08:13:49 main:574] : INFO : Epoch 1634 | loss: 0.0311411 | val_loss: 0.0311901 | Time: 1833.35 ms [2022-02-12 08:13:51 main:574] : INFO : Epoch 1635 | loss: 0.0311367 | val_loss: 0.0311804 | Time: 1827.39 ms [2022-02-12 08:13:53 main:574] : INFO : Epoch 1636 | loss: 0.0311348 | val_loss: 0.0311796 | Time: 1829.33 ms [2022-02-12 08:13:55 main:574] : INFO : Epoch 1637 | loss: 0.0311316 | val_loss: 0.0311815 | Time: 1828.96 ms [2022-02-12 08:13:56 main:574] : INFO : Epoch 1638 | loss: 0.0311318 | val_loss: 0.031185 | Time: 1827.02 ms [2022-02-12 08:13:58 main:574] : INFO : Epoch 1639 | loss: 0.0311299 | val_loss: 0.0311847 | Time: 1824.73 ms [2022-02-12 08:14:00 main:574] : INFO : Epoch 1640 | loss: 0.0311303 | val_loss: 0.0311853 | Time: 1829.06 ms [2022-02-12 08:14:02 main:574] : INFO : Epoch 1641 | loss: 0.0311314 | val_loss: 0.0311852 | Time: 1835.4 ms [2022-02-12 08:14:04 main:574] : INFO : Epoch 1642 | loss: 0.0311335 | val_loss: 0.0311783 | Time: 1824.23 ms [2022-02-12 08:14:06 main:574] : INFO : Epoch 1643 | loss: 0.0311307 | val_loss: 0.0311852 | Time: 1829.67 ms [2022-02-12 08:14:07 main:574] : INFO : Epoch 1644 | loss: 0.0311325 | val_loss: 0.0311817 | Time: 1828.36 ms [2022-02-12 08:14:09 main:574] : INFO : Epoch 1645 | loss: 0.0311328 | val_loss: 0.0311854 | Time: 1834.23 ms [2022-02-12 08:14:11 main:574] : INFO : Epoch 1646 | loss: 0.0311343 | val_loss: 0.0311841 | Time: 1841.11 ms [2022-02-12 08:14:13 main:574] : INFO : Epoch 1647 | loss: 0.0311407 | val_loss: 0.0311794 | Time: 1830.97 ms [2022-02-12 08:14:15 main:574] : INFO : Epoch 1648 | loss: 0.0311375 | val_loss: 0.0311839 | Time: 1831.45 ms [2022-02-12 08:14:17 main:574] : INFO : Epoch 1649 | loss: 0.0311338 | val_loss: 0.0311821 | Time: 1848.8 ms [2022-02-12 08:14:18 main:574] : INFO : Epoch 1650 | loss: 0.0311326 | val_loss: 0.0311865 | Time: 1827.78 ms [2022-02-12 08:14:20 main:574] : INFO : Epoch 1651 | loss: 0.0311342 | val_loss: 0.0311809 | Time: 1843.64 ms [2022-02-12 08:14:22 main:574] : INFO : Epoch 1652 | loss: 0.0311321 | val_loss: 0.0311824 | Time: 1844.59 ms [2022-02-12 08:14:24 main:574] : INFO : Epoch 1653 | loss: 0.0311352 | val_loss: 0.0311872 | Time: 1835.72 ms [2022-02-12 08:14:26 main:574] : INFO : Epoch 1654 | loss: 0.0311352 | val_loss: 0.0311853 | Time: 1837.27 ms [2022-02-12 08:14:28 main:574] : INFO : Epoch 1655 | loss: 0.0311334 | val_loss: 0.0311828 | Time: 1855.78 ms [2022-02-12 08:14:30 main:574] : INFO : Epoch 1656 | loss: 0.0311401 | val_loss: 0.0311855 | Time: 1820.4 ms [2022-02-12 08:14:31 main:574] : INFO : Epoch 1657 | loss: 0.0311457 | val_loss: 0.0311882 | Time: 1829.62 ms [2022-02-12 08:14:33 main:574] : INFO : Epoch 1658 | loss: 0.031145 | val_loss: 0.0311797 | Time: 1839.64 ms [2022-02-12 08:14:35 main:574] : INFO : Epoch 1659 | loss: 0.0311403 | val_loss: 0.031179 | Time: 1825.52 ms [2022-02-12 08:14:37 main:574] : INFO : Epoch 1660 | loss: 0.0311351 | val_loss: 0.0311759 | Time: 1843.27 ms [2022-02-12 08:14:39 main:574] : INFO : Epoch 1661 | loss: 0.0311362 | val_loss: 0.0311811 | Time: 1823.59 ms [2022-02-12 08:14:41 main:574] : INFO : Epoch 1662 | loss: 0.0311407 | val_loss: 0.0311847 | Time: 1833.51 ms [2022-02-12 08:14:42 main:574] : INFO : Epoch 1663 | loss: 0.031138 | val_loss: 0.0311817 | Time: 1823.5 ms [2022-02-12 08:14:44 main:574] : INFO : Epoch 1664 | loss: 0.0311351 | val_loss: 0.0311755 | Time: 1825.24 ms [2022-02-12 08:14:46 main:574] : INFO : Epoch 1665 | loss: 0.0311337 | val_loss: 0.0311797 | Time: 1823.06 ms [2022-02-12 08:14:48 main:574] : INFO : Epoch 1666 | loss: 0.0311331 | val_loss: 0.0311831 | Time: 1823.01 ms [2022-02-12 08:14:50 main:574] : INFO : Epoch 1667 | loss: 0.031135 | val_loss: 0.0311845 | Time: 1833.46 ms [2022-02-12 08:14:52 main:574] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311792 | Time: 1819.22 ms [2022-02-12 08:14:53 main:574] : INFO : Epoch 1669 | loss: 0.0311374 | val_loss: 0.0311821 | Time: 1829.86 ms [2022-02-12 08:14:55 main:574] : INFO : Epoch 1670 | loss: 0.0311343 | val_loss: 0.031181 | Time: 1833.24 ms [2022-02-12 08:14:57 main:574] : INFO : Epoch 1671 | loss: 0.0311384 | val_loss: 0.0311844 | Time: 1832.68 ms [2022-02-12 08:14:59 main:574] : INFO : Epoch 1672 | loss: 0.031137 | val_loss: 0.0311868 | Time: 1819.8 ms [2022-02-12 08:15:01 main:574] : INFO : Epoch 1673 | loss: 0.0311366 | val_loss: 0.031179 | Time: 1816.65 ms [2022-02-12 08:15:03 main:574] : INFO : Epoch 1674 | loss: 0.0311365 | val_loss: 0.0312014 | Time: 1834.94 ms [2022-02-12 08:15:04 main:574] : INFO : Epoch 1675 | loss: 0.0311369 | val_loss: 0.0311852 | Time: 1813.01 ms [2022-02-12 08:15:06 main:574] : INFO : Epoch 1676 | loss: 0.0311339 | val_loss: 0.0311804 | Time: 1823.1 ms [2022-02-12 08:15:08 main:574] : INFO : Epoch 1677 | loss: 0.0311332 | val_loss: 0.0311832 | Time: 1826.95 ms [2022-02-12 08:15:10 main:574] : INFO : Epoch 1678 | loss: 0.0311334 | val_loss: 0.031185 | Time: 1826.02 ms [2022-02-12 08:15:12 main:574] : INFO : Epoch 1679 | loss: 0.0311367 | val_loss: 0.0311842 | Time: 1835.88 ms [2022-02-12 08:15:14 main:574] : INFO : Epoch 1680 | loss: 0.0311347 | val_loss: 0.0311862 | Time: 1837.6 ms [2022-02-12 08:15:15 main:574] : INFO : Epoch 1681 | loss: 0.0311321 | val_loss: 0.0311803 | Time: 1836.58 ms [2022-02-12 08:15:17 main:574] : INFO : Epoch 1682 | loss: 0.0311425 | val_loss: 0.0311796 | Time: 1816.34 ms [2022-02-12 08:15:19 main:574] : INFO : Epoch 1683 | loss: 0.0311519 | val_loss: 0.0311757 | Time: 1838.45 ms [2022-02-12 08:15:21 main:574] : INFO : Epoch 1684 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 1835.64 ms [2022-02-12 08:15:23 main:574] : INFO : Epoch 1685 | loss: 0.0311471 | val_loss: 0.031183 | Time: 1828.36 ms [2022-02-12 08:15:25 main:574] : INFO : Epoch 1686 | loss: 0.0311433 | val_loss: 0.0311874 | Time: 1841.13 ms [2022-02-12 08:15:26 main:574] : INFO : Epoch 1687 | loss: 0.0311421 | val_loss: 0.0311902 | Time: 1827.95 ms [2022-02-12 08:15:28 main:574] : INFO : Epoch 1688 | loss: 0.0311429 | val_loss: 0.0311771 | Time: 1839.95 ms [2022-02-12 08:15:30 main:574] : INFO : Epoch 1689 | loss: 0.0311412 | val_loss: 0.0311835 | Time: 1836.04 ms [2022-02-12 08:15:32 main:574] : INFO : Epoch 1690 | loss: 0.0311423 | val_loss: 0.0311829 | Time: 1838.14 ms [2022-02-12 08:15:34 main:574] : INFO : Epoch 1691 | loss: 0.0311416 | val_loss: 0.03118 | Time: 1835.28 ms [2022-02-12 08:15:36 main:574] : INFO : Epoch 1692 | loss: 0.0311395 | val_loss: 0.0311836 | Time: 1831.07 ms [2022-02-12 08:15:37 main:574] : INFO : Epoch 1693 | loss: 0.0311372 | val_loss: 0.0311832 | Time: 1826.41 ms [2022-02-12 08:15:39 main:574] : INFO : Epoch 1694 | loss: 0.0311369 | val_loss: 0.0311796 | Time: 1837.89 ms [2022-02-12 08:15:41 main:574] : INFO : Epoch 1695 | loss: 0.0311358 | val_loss: 0.0311832 | Time: 1835.25 ms [2022-02-12 08:15:43 main:574] : INFO : Epoch 1696 | loss: 0.0311389 | val_loss: 0.031192 | Time: 1840.67 ms [2022-02-12 08:15:45 main:574] : INFO : Epoch 1697 | loss: 0.0311349 | val_loss: 0.0311853 | Time: 1828.25 ms [2022-02-12 08:15:47 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.0311801 | Time: 1830.73 ms [2022-02-12 08:15:49 main:574] : INFO : Epoch 1699 | loss: 0.0311359 | val_loss: 0.0311786 | Time: 1830.05 ms [2022-02-12 08:15:50 main:574] : INFO : Epoch 1700 | loss: 0.031138 | val_loss: 0.0311792 | Time: 1828.16 ms [2022-02-12 08:15:52 main:574] : INFO : Epoch 1701 | loss: 0.0311367 | val_loss: 0.0311786 | Time: 1827.39 ms [2022-02-12 08:15:54 main:574] : INFO : Epoch 1702 | loss: 0.0311352 | val_loss: 0.0311828 | Time: 1840.95 ms [2022-02-12 08:15:56 main:574] : INFO : Epoch 1703 | loss: 0.031138 | val_loss: 0.031179 | Time: 1826.53 ms [2022-02-12 08:15:58 main:574] : INFO : Epoch 1704 | loss: 0.0311371 | val_loss: 0.0311864 | Time: 1830.15 ms [2022-02-12 08:16:00 main:574] : INFO : Epoch 1705 | loss: 0.0311343 | val_loss: 0.0311873 | Time: 1827.72 ms [2022-02-12 08:16:01 main:574] : INFO : Epoch 1706 | loss: 0.0311314 | val_loss: 0.0311825 | Time: 1845.2 ms [2022-02-12 08:16:03 main:574] : INFO : Epoch 1707 | loss: 0.0311334 | val_loss: 0.03118 | Time: 1839.07 ms [2022-02-12 08:16:05 main:574] : INFO : Epoch 1708 | loss: 0.0311323 | val_loss: 0.0311863 | Time: 1828.49 ms [2022-02-12 08:16:07 main:574] : INFO : Epoch 1709 | loss: 0.0311364 | val_loss: 0.0311745 | Time: 1834.34 ms [2022-02-12 08:16:09 main:574] : INFO : Epoch 1710 | loss: 0.0311316 | val_loss: 0.0311837 | Time: 1824.18 ms [2022-02-12 08:16:11 main:574] : INFO : Epoch 1711 | loss: 0.0311341 | val_loss: 0.0311792 | Time: 1837.64 ms [2022-02-12 08:16:12 main:574] : INFO : Epoch 1712 | loss: 0.0311415 | val_loss: 0.0311762 | Time: 1822.77 ms [2022-02-12 08:16:14 main:574] : INFO : Epoch 1713 | loss: 0.0311394 | val_loss: 0.0311837 | Time: 1833.13 ms [2022-02-12 08:16:16 main:574] : INFO : Epoch 1714 | loss: 0.0311435 | val_loss: 0.0311746 | Time: 1819.9 ms [2022-02-12 08:16:18 main:574] : INFO : Epoch 1715 | loss: 0.0311435 | val_loss: 0.0311798 | Time: 1831.31 ms [2022-02-12 08:16:20 main:574] : INFO : Epoch 1716 | loss: 0.0311403 | val_loss: 0.031183 | Time: 1847.7 ms [2022-02-12 08:16:22 main:574] : INFO : Epoch 1717 | loss: 0.0311376 | val_loss: 0.031189 | Time: 1836.34 ms [2022-02-12 08:16:23 main:574] : INFO : Epoch 1718 | loss: 0.0311359 | val_loss: 0.0311787 | Time: 1829.92 ms [2022-02-12 08:16:25 main:574] : INFO : Epoch 1719 | loss: 0.0311301 | val_loss: 0.0311808 | Time: 1830.39 ms [2022-02-12 08:16:27 main:574] : INFO : Epoch 1720 | loss: 0.0311317 | val_loss: 0.0311809 | Time: 1847.9 ms [2022-02-12 08:16:29 main:574] : INFO : Epoch 1721 | loss: 0.0311322 | val_loss: 0.031185 | Time: 1831.59 ms [2022-02-12 08:16:31 main:574] : INFO : Epoch 1722 | loss: 0.0311314 | val_loss: 0.031185 | Time: 1830.25 ms [2022-02-12 08:16:33 main:574] : INFO : Epoch 1723 | loss: 0.0311316 | val_loss: 0.0311904 | Time: 1837.63 ms [2022-02-12 08:16:34 main:574] : INFO : Epoch 1724 | loss: 0.0311335 | val_loss: 0.0311852 | Time: 1844.69 ms [2022-02-12 08:16:36 main:574] : INFO : Epoch 1725 | loss: 0.0311308 | val_loss: 0.0311881 | Time: 1818.29 ms [2022-02-12 08:16:38 main:574] : INFO : Epoch 1726 | loss: 0.0311315 | val_loss: 0.0311824 | Time: 1829.94 ms [2022-02-12 08:16:40 main:574] : INFO : Epoch 1727 | loss: 0.0311336 | val_loss: 0.0311807 | Time: 1825.18 ms [2022-02-12 08:16:42 main:574] : INFO : Epoch 1728 | loss: 0.031135 | val_loss: 0.0311825 | Time: 1826.61 ms [2022-02-12 08:16:44 main:574] : INFO : Epoch 1729 | loss: 0.031138 | val_loss: 0.031189 | Time: 1820.82 ms [2022-02-12 08:16:45 main:574] : INFO : Epoch 1730 | loss: 0.0311406 | val_loss: 0.0311819 | Time: 1829.58 ms [2022-02-12 08:16:47 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311914 | Time: 1834.73 ms [2022-02-12 08:16:49 main:574] : INFO : Epoch 1732 | loss: 0.031139 | val_loss: 0.031192 | Time: 1826.59 ms [2022-02-12 08:16:51 main:574] : INFO : Epoch 1733 | loss: 0.0311355 | val_loss: 0.0311881 | Time: 1831.42 ms [2022-02-12 08:16:53 main:574] : INFO : Epoch 1734 | loss: 0.0311365 | val_loss: 0.031182 | Time: 1828.72 ms [2022-02-12 08:16:55 main:574] : INFO : Epoch 1735 | loss: 0.0311354 | val_loss: 0.031181 | Time: 1816.27 ms [2022-02-12 08:16:56 main:574] : INFO : Epoch 1736 | loss: 0.0311315 | val_loss: 0.0311874 | Time: 1829.96 ms [2022-02-12 08:16:58 main:574] : INFO : Epoch 1737 | loss: 0.0311315 | val_loss: 0.0311871 | Time: 1823.11 ms [2022-02-12 08:17:00 main:574] : INFO : Epoch 1738 | loss: 0.0311315 | val_loss: 0.0311797 | Time: 1839.34 ms [2022-02-12 08:17:02 main:574] : INFO : Epoch 1739 | loss: 0.0311341 | val_loss: 0.0311884 | Time: 1825.14 ms [2022-02-12 08:17:04 main:574] : INFO : Epoch 1740 | loss: 0.031136 | val_loss: 0.0311868 | Time: 1819.89 ms [2022-02-12 08:17:06 main:574] : INFO : Epoch 1741 | loss: 0.0311364 | val_loss: 0.0311841 | Time: 1829 ms [2022-02-12 08:17:07 main:574] : INFO : Epoch 1742 | loss: 0.0311559 | val_loss: 0.0311865 | Time: 1835.19 ms [2022-02-12 08:17:09 main:574] : INFO : Epoch 1743 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1822.15 ms [2022-02-12 08:17:11 main:574] : INFO : Epoch 1744 | loss: 0.0311633 | val_loss: 0.0311807 | Time: 1823.61 ms [2022-02-12 08:17:13 main:574] : INFO : Epoch 1745 | loss: 0.0311624 | val_loss: 0.0311815 | Time: 1820.69 ms [2022-02-12 08:17:15 main:574] : INFO : Epoch 1746 | loss: 0.0311641 | val_loss: 0.031193 | Time: 1822.03 ms [2022-02-12 08:17:17 main:574] : INFO : Epoch 1747 | loss: 0.0311602 | val_loss: 0.0311859 | Time: 1821.94 ms [2022-02-12 08:17:18 main:574] : INFO : Epoch 1748 | loss: 0.0311573 | val_loss: 0.0311861 | Time: 1823.77 ms [2022-02-12 08:17:20 main:574] : INFO : Epoch 1749 | loss: 0.0311545 | val_loss: 0.0311894 | Time: 1814.62 ms [2022-02-12 08:17:22 main:574] : INFO : Epoch 1750 | loss: 0.0311559 | val_loss: 0.0311822 | Time: 1832.02 ms [2022-02-12 08:17:24 main:574] : INFO : Epoch 1751 | loss: 0.0311562 | val_loss: 0.031192 | Time: 1824.55 ms [2022-02-12 08:17:26 main:574] : INFO : Epoch 1752 | loss: 0.0311536 | val_loss: 0.0311861 | Time: 1821.17 ms [2022-02-12 08:17:28 main:574] : INFO : Epoch 1753 | loss: 0.0311492 | val_loss: 0.031187 | Time: 1840.35 ms [2022-02-12 08:17:29 main:574] : INFO : Epoch 1754 | loss: 0.0311487 | val_loss: 0.0311837 | Time: 1833.04 ms [2022-02-12 08:17:31 main:574] : INFO : Epoch 1755 | loss: 0.0311487 | val_loss: 0.0311831 | Time: 1826.46 ms [2022-02-12 08:17:33 main:574] : INFO : Epoch 1756 | loss: 0.0311468 | val_loss: 0.0311853 | Time: 1824.84 ms [2022-02-12 08:17:35 main:574] : INFO : Epoch 1757 | loss: 0.0311496 | val_loss: 0.031186 | Time: 1841.68 ms [2022-02-12 08:17:37 main:574] : INFO : Epoch 1758 | loss: 0.0311486 | val_loss: 0.0311918 | Time: 1824.28 ms [2022-02-12 08:17:39 main:574] : INFO : Epoch 1759 | loss: 0.0311508 | val_loss: 0.0311816 | Time: 1826.13 ms [2022-02-12 08:17:40 main:574] : INFO : Epoch 1760 | loss: 0.0311462 | val_loss: 0.0311829 | Time: 1818.27 ms [2022-02-12 08:17:42 main:574] : INFO : Epoch 1761 | loss: 0.0311439 | val_loss: 0.0311832 | Time: 1824.7 ms [2022-02-12 08:17:44 main:574] : INFO : Epoch 1762 | loss: 0.0311477 | val_loss: 0.0311829 | Time: 1819.95 ms [2022-02-12 08:17:46 main:574] : INFO : Epoch 1763 | loss: 0.0311439 | val_loss: 0.0311904 | Time: 1821.63 ms [2022-02-12 08:17:48 main:574] : INFO : Epoch 1764 | loss: 0.0311437 | val_loss: 0.0311816 | Time: 1823.88 ms [2022-02-12 08:17:50 main:574] : INFO : Epoch 1765 | loss: 0.0311444 | val_loss: 0.0311818 | Time: 1822.07 ms [2022-02-12 08:17:51 main:574] : INFO : Epoch 1766 | loss: 0.0311408 | val_loss: 0.0311838 | Time: 1828.84 ms [2022-02-12 08:17:53 main:574] : INFO : Epoch 1767 | loss: 0.0311386 | val_loss: 0.0311804 | Time: 1829.71 ms [2022-02-12 08:17:55 main:574] : INFO : Epoch 1768 | loss: 0.0311403 | val_loss: 0.0311836 | Time: 1834.34 ms [2022-02-12 08:17:57 main:574] : INFO : Epoch 1769 | loss: 0.0311399 | val_loss: 0.0311842 | Time: 1834.2 ms [2022-02-12 08:17:59 main:574] : INFO : Epoch 1770 | loss: 0.0311436 | val_loss: 0.031183 | Time: 1823.78 ms [2022-02-12 08:18:01 main:574] : INFO : Epoch 1771 | loss: 0.0311434 | val_loss: 0.0311821 | Time: 1836.89 ms [2022-02-12 08:18:02 main:574] : INFO : Epoch 1772 | loss: 0.0311419 | val_loss: 0.0311914 | Time: 1843.8 ms [2022-02-12 08:18:04 main:574] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311805 | Time: 1828.15 ms [2022-02-12 08:18:06 main:574] : INFO : Epoch 1774 | loss: 0.0311401 | val_loss: 0.0311934 | Time: 1829 ms [2022-02-12 08:18:08 main:574] : INFO : Epoch 1775 | loss: 0.031144 | val_loss: 0.0311883 | Time: 1826.79 ms [2022-02-12 08:18:10 main:574] : INFO : Epoch 1776 | loss: 0.0311417 | val_loss: 0.0311837 | Time: 1832.35 ms [2022-02-12 08:18:12 main:574] : INFO : Epoch 1777 | loss: 0.0311382 | val_loss: 0.031191 | Time: 1846.37 ms [2022-02-12 08:18:14 main:574] : INFO : Epoch 1778 | loss: 0.0311377 | val_loss: 0.0311807 | Time: 1843.51 ms [2022-02-12 08:18:15 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311916 | Time: 1842.75 ms [2022-02-12 08:18:17 main:574] : INFO : Epoch 1780 | loss: 0.031142 | val_loss: 0.0311818 | Time: 1850.91 ms [2022-02-12 08:18:19 main:574] : INFO : Epoch 1781 | loss: 0.0311415 | val_loss: 0.0311848 | Time: 1837.14 ms [2022-02-12 08:18:21 main:574] : INFO : Epoch 1782 | loss: 0.0311394 | val_loss: 0.0311784 | Time: 1841.04 ms [2022-02-12 08:18:23 main:574] : INFO : Epoch 1783 | loss: 0.0311392 | val_loss: 0.0311847 | Time: 1840.55 ms [2022-02-12 08:18:25 main:574] : INFO : Epoch 1784 | loss: 0.0311388 | val_loss: 0.0311838 | Time: 1836.24 ms [2022-02-12 08:18:26 main:574] : INFO : Epoch 1785 | loss: 0.0311407 | val_loss: 0.0311868 | Time: 1823.72 ms [2022-02-12 08:18:28 main:574] : INFO : Epoch 1786 | loss: 0.0311381 | val_loss: 0.0311883 | Time: 1824.08 ms [2022-02-12 08:18:30 main:574] : INFO : Epoch 1787 | loss: 0.0311393 | val_loss: 0.0311877 | Time: 1826.25 ms [2022-02-12 08:18:32 main:574] : INFO : Epoch 1788 | loss: 0.0311391 | val_loss: 0.0311818 | Time: 1822.61 ms [2022-02-12 08:18:34 main:574] : INFO : Epoch 1789 | loss: 0.0311388 | val_loss: 0.0311835 | Time: 1831.65 ms [2022-02-12 08:18:36 main:574] : INFO : Epoch 1790 | loss: 0.0311378 | val_loss: 0.0311828 | Time: 1821.9 ms [2022-02-12 08:18:37 main:574] : INFO : Epoch 1791 | loss: 0.0311382 | val_loss: 0.0311858 | Time: 1842.59 ms [2022-02-12 08:18:39 main:574] : INFO : Epoch 1792 | loss: 0.031137 | val_loss: 0.0311812 | Time: 1820.28 ms [2022-02-12 08:18:41 main:574] : INFO : Epoch 1793 | loss: 0.0311347 | val_loss: 0.0311804 | Time: 1819.98 ms [2022-02-12 08:18:43 main:574] : INFO : Epoch 1794 | loss: 0.031135 | val_loss: 0.0311882 | Time: 1828.85 ms [2022-02-12 08:18:45 main:574] : INFO : Epoch 1795 | loss: 0.0311399 | val_loss: 0.0311917 | Time: 1845.47 ms [2022-02-12 08:18:47 main:574] : INFO : Epoch 1796 | loss: 0.0311387 | val_loss: 0.0311809 | Time: 1836.32 ms [2022-02-12 08:18:48 main:574] : INFO : Epoch 1797 | loss: 0.0311375 | val_loss: 0.0311812 | Time: 1836.86 ms [2022-02-12 08:18:50 main:574] : INFO : Epoch 1798 | loss: 0.0311378 | val_loss: 0.0311821 | Time: 1825.56 ms [2022-02-12 08:18:52 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311823 | Time: 1829.38 ms [2022-02-12 08:18:54 main:574] : INFO : Epoch 1800 | loss: 0.0311404 | val_loss: 0.0311859 | Time: 1824.85 ms [2022-02-12 08:18:56 main:574] : INFO : Epoch 1801 | loss: 0.0311378 | val_loss: 0.0311816 | Time: 1826.67 ms [2022-02-12 08:18:58 main:574] : INFO : Epoch 1802 | loss: 0.0311365 | val_loss: 0.0311846 | Time: 1849.58 ms [2022-02-12 08:19:00 main:574] : INFO : Epoch 1803 | loss: 0.0311376 | val_loss: 0.0311876 | Time: 1834.17 ms [2022-02-12 08:19:01 main:574] : INFO : Epoch 1804 | loss: 0.0311372 | val_loss: 0.0311831 | Time: 1830.53 ms [2022-02-12 08:19:03 main:574] : INFO : Epoch 1805 | loss: 0.031137 | val_loss: 0.0311821 | Time: 1821.54 ms [2022-02-12 08:19:05 main:574] : INFO : Epoch 1806 | loss: 0.031135 | val_loss: 0.0311783 | Time: 1824.58 ms [2022-02-12 08:19:07 main:574] : INFO : Epoch 1807 | loss: 0.0311373 | val_loss: 0.031185 | Time: 1829.52 ms [2022-02-12 08:19:09 main:574] : INFO : Epoch 1808 | loss: 0.0311414 | val_loss: 0.031182 | Time: 1826.63 ms [2022-02-12 08:19:10 main:574] : INFO : Epoch 1809 | loss: 0.0311366 | val_loss: 0.0311772 | Time: 1815.95 ms [2022-02-12 08:19:12 main:574] : INFO : Epoch 1810 | loss: 0.0311339 | val_loss: 0.0311827 | Time: 1827 ms [2022-02-12 08:19:14 main:574] : INFO : Epoch 1811 | loss: 0.0311381 | val_loss: 0.0311855 | Time: 1829.82 ms [2022-02-12 08:19:16 main:574] : INFO : Epoch 1812 | loss: 0.0311432 | val_loss: 0.0311831 | Time: 1826.62 ms [2022-02-12 08:19:18 main:574] : INFO : Epoch 1813 | loss: 0.0311377 | val_loss: 0.0311847 | Time: 1822.6 ms [2022-02-12 08:19:20 main:574] : INFO : Epoch 1814 | loss: 0.0311383 | val_loss: 0.0311839 | Time: 1832.51 ms [2022-02-12 08:19:22 main:574] : INFO : Epoch 1815 | loss: 0.0311368 | val_loss: 0.031183 | Time: 1844.07 ms [2022-02-12 08:19:23 main:574] : INFO : Epoch 1816 | loss: 0.0311362 | val_loss: 0.0311788 | Time: 1848.18 ms [2022-02-12 08:19:25 main:574] : INFO : Epoch 1817 | loss: 0.0311361 | val_loss: 0.0311813 | Time: 1834.14 ms [2022-02-12 08:19:27 main:574] : INFO : Epoch 1818 | loss: 0.0311351 | val_loss: 0.0311811 | Time: 1826.67 ms [2022-02-12 08:19:29 main:574] : INFO : Epoch 1819 | loss: 0.0311368 | val_loss: 0.0311798 | Time: 1828.94 ms [2022-02-12 08:19:31 main:574] : INFO : Epoch 1820 | loss: 0.0311361 | val_loss: 0.0311774 | Time: 1828.11 ms [2022-02-12 08:19:33 main:574] : INFO : Epoch 1821 | loss: 0.0311367 | val_loss: 0.0311816 | Time: 1838.08 ms [2022-02-12 08:19:34 main:574] : INFO : Epoch 1822 | loss: 0.0311352 | val_loss: 0.0311916 | Time: 1831.44 ms [2022-02-12 08:19:36 main:574] : INFO : Epoch 1823 | loss: 0.0311319 | val_loss: 0.0311836 | Time: 1829.79 ms [2022-02-12 08:19:38 main:574] : INFO : Epoch 1824 | loss: 0.0311349 | val_loss: 0.0311932 | Time: 1816.77 ms [2022-02-12 08:19:40 main:574] : INFO : Epoch 1825 | loss: 0.0311349 | val_loss: 0.0311857 | Time: 1832.24 ms [2022-02-12 08:19:42 main:574] : INFO : Epoch 1826 | loss: 0.0311355 | val_loss: 0.0311809 | Time: 1835.7 ms [2022-02-12 08:19:44 main:574] : INFO : Epoch 1827 | loss: 0.0311352 | val_loss: 0.0311819 | Time: 1818.68 ms [2022-02-12 08:19:45 main:574] : INFO : Epoch 1828 | loss: 0.0311361 | val_loss: 0.0311797 | Time: 1842.34 ms [2022-02-12 08:19:47 main:574] : INFO : Epoch 1829 | loss: 0.0311457 | val_loss: 0.0312045 | Time: 1824.44 ms [2022-02-12 08:19:49 main:574] : INFO : Epoch 1830 | loss: 0.0311419 | val_loss: 0.03118 | Time: 1824.74 ms [2022-02-12 08:19:51 main:574] : INFO : Epoch 1831 | loss: 0.031133 | val_loss: 0.0311796 | Time: 1820.75 ms [2022-02-12 08:19:53 main:574] : INFO : Epoch 1832 | loss: 0.0311337 | val_loss: 0.0311892 | Time: 1840.25 ms [2022-02-12 08:19:55 main:574] : INFO : Epoch 1833 | loss: 0.0311434 | val_loss: 0.0311799 | Time: 1828.98 ms [2022-02-12 08:19:56 main:574] : INFO : Epoch 1834 | loss: 0.031139 | val_loss: 0.0311774 | Time: 1829.25 ms [2022-02-12 08:19:58 main:574] : INFO : Epoch 1835 | loss: 0.0311358 | val_loss: 0.0311837 | Time: 1839.05 ms [2022-02-12 08:20:00 main:574] : INFO : Epoch 1836 | loss: 0.0311342 | val_loss: 0.0311823 | Time: 1827.86 ms [2022-02-12 08:20:02 main:574] : INFO : Epoch 1837 | loss: 0.0311338 | val_loss: 0.0311889 | Time: 1875.21 ms [2022-02-12 08:20:04 main:574] : INFO : Epoch 1838 | loss: 0.0311335 | val_loss: 0.0311802 | Time: 1828.96 ms [2022-02-12 08:20:06 main:574] : INFO : Epoch 1839 | loss: 0.031133 | val_loss: 0.0311852 | Time: 1832.29 ms [2022-02-12 08:20:07 main:574] : INFO : Epoch 1840 | loss: 0.0311312 | val_loss: 0.0311821 | Time: 1828.78 ms [2022-02-12 08:20:09 main:574] : INFO : Epoch 1841 | loss: 0.0311304 | val_loss: 0.0311854 | Time: 1833.91 ms [2022-02-12 08:20:11 main:574] : INFO : Epoch 1842 | loss: 0.0311311 | val_loss: 0.0311856 | Time: 1838.45 ms [2022-02-12 08:20:13 main:574] : INFO : Epoch 1843 | loss: 0.0311314 | val_loss: 0.031187 | Time: 1832.69 ms [2022-02-12 08:20:15 main:574] : INFO : Epoch 1844 | loss: 0.0311316 | val_loss: 0.0311805 | Time: 1836.78 ms [2022-02-12 08:20:17 main:574] : INFO : Epoch 1845 | loss: 0.0311318 | val_loss: 0.0311924 | Time: 1849.05 ms [2022-02-12 08:20:19 main:574] : INFO : Epoch 1846 | loss: 0.0311311 | val_loss: 0.0311857 | Time: 1839.45 ms [2022-02-12 08:20:20 main:574] : INFO : Epoch 1847 | loss: 0.0311332 | val_loss: 0.0311839 | Time: 1838.78 ms [2022-02-12 08:20:22 main:574] : INFO : Epoch 1848 | loss: 0.0311327 | val_loss: 0.03118 | Time: 1827.5 ms [2022-02-12 08:20:24 main:574] : INFO : Epoch 1849 | loss: 0.0311322 | val_loss: 0.0311843 | Time: 1840.86 ms [2022-02-12 08:20:26 main:574] : INFO : Epoch 1850 | loss: 0.0311318 | val_loss: 0.031179 | Time: 1833.56 ms [2022-02-12 08:20:28 main:574] : INFO : Epoch 1851 | loss: 0.0311323 | val_loss: 0.0311837 | Time: 1837.55 ms [2022-02-12 08:20:30 main:574] : INFO : Epoch 1852 | loss: 0.0311297 | val_loss: 0.031187 | Time: 1831.56 ms [2022-02-12 08:20:31 main:574] : INFO : Epoch 1853 | loss: 0.0311305 | val_loss: 0.0311853 | Time: 1843.4 ms [2022-02-12 08:20:33 main:574] : INFO : Epoch 1854 | loss: 0.0311364 | val_loss: 0.0311779 | Time: 1819.63 ms [2022-02-12 08:20:35 main:574] : INFO : Epoch 1855 | loss: 0.0311351 | val_loss: 0.0311842 | Time: 1823.17 ms [2022-02-12 08:20:37 main:574] : INFO : Epoch 1856 | loss: 0.0311362 | val_loss: 0.0311831 | Time: 1821.51 ms [2022-02-12 08:20:39 main:574] : INFO : Epoch 1857 | loss: 0.0311402 | val_loss: 0.0311882 | Time: 1828.24 ms [2022-02-12 08:20:41 main:574] : INFO : Epoch 1858 | loss: 0.031152 | val_loss: 0.0311825 | Time: 1847.92 ms [2022-02-12 08:20:42 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311804 | Time: 1819.23 ms [2022-02-12 08:20:44 main:574] : INFO : Epoch 1860 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 1823.69 ms [2022-02-12 08:20:46 main:574] : INFO : Epoch 1861 | loss: 0.0311625 | val_loss: 0.03118 | Time: 1818.43 ms [2022-02-12 08:20:48 main:574] : INFO : Epoch 1862 | loss: 0.031164 | val_loss: 0.0311835 | Time: 1822.33 ms [2022-02-12 08:20:50 main:574] : INFO : Epoch 1863 | loss: 0.0311647 | val_loss: 0.0311829 | Time: 1813.24 ms [2022-02-12 08:20:52 main:574] : INFO : Epoch 1864 | loss: 0.0311578 | val_loss: 0.0311851 | Time: 1833.54 ms [2022-02-12 08:20:53 main:574] : INFO : Epoch 1865 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 1832.97 ms [2022-02-12 08:20:55 main:574] : INFO : Epoch 1866 | loss: 0.0311529 | val_loss: 0.0311807 | Time: 1821.91 ms [2022-02-12 08:20:57 main:574] : INFO : Epoch 1867 | loss: 0.0311541 | val_loss: 0.0311788 | Time: 1817.26 ms [2022-02-12 08:20:59 main:574] : INFO : Epoch 1868 | loss: 0.0311567 | val_loss: 0.0311805 | Time: 1819.61 ms [2022-02-12 08:21:01 main:574] : INFO : Epoch 1869 | loss: 0.0311535 | val_loss: 0.0311789 | Time: 1827.45 ms [2022-02-12 08:21:03 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311801 | Time: 1820.79 ms [2022-02-12 08:21:04 main:574] : INFO : Epoch 1871 | loss: 0.0311502 | val_loss: 0.0311785 | Time: 1823.67 ms [2022-02-12 08:21:06 main:574] : INFO : Epoch 1872 | loss: 0.0311487 | val_loss: 0.0311774 | Time: 1810.88 ms [2022-02-12 08:21:08 main:574] : INFO : Epoch 1873 | loss: 0.0311485 | val_loss: 0.0311797 | Time: 1835.56 ms [2022-02-12 08:21:10 main:574] : INFO : Epoch 1874 | loss: 0.0311476 | val_loss: 0.031179 | Time: 1828.29 ms [2022-02-12 08:21:12 main:574] : INFO : Epoch 1875 | loss: 0.0311487 | val_loss: 0.031179 | Time: 1827.21 ms [2022-02-12 08:21:14 main:574] : INFO : Epoch 1876 | loss: 0.0311453 | val_loss: 0.0311796 | Time: 1815.34 ms [2022-02-12 08:21:15 main:574] : INFO : Epoch 1877 | loss: 0.0311486 | val_loss: 0.0311777 | Time: 1827.28 ms [2022-02-12 08:21:17 main:574] : INFO : Epoch 1878 | loss: 0.031144 | val_loss: 0.0311796 | Time: 1820.65 ms [2022-02-12 08:21:19 main:574] : INFO : Epoch 1879 | loss: 0.0311444 | val_loss: 0.0311762 | Time: 1838.92 ms [2022-02-12 08:21:21 main:574] : INFO : Epoch 1880 | loss: 0.0311431 | val_loss: 0.0311806 | Time: 1860.84 ms [2022-02-12 08:21:23 main:574] : INFO : Epoch 1881 | loss: 0.0311443 | val_loss: 0.0311778 | Time: 1830.4 ms [2022-02-12 08:21:25 main:574] : INFO : Epoch 1882 | loss: 0.0311433 | val_loss: 0.0311851 | Time: 1830.97 ms [2022-02-12 08:21:26 main:574] : INFO : Epoch 1883 | loss: 0.031145 | val_loss: 0.0311803 | Time: 1832.67 ms [2022-02-12 08:21:28 main:574] : INFO : Epoch 1884 | loss: 0.0311449 | val_loss: 0.0311812 | Time: 1830.72 ms [2022-02-12 08:21:30 main:574] : INFO : Epoch 1885 | loss: 0.0311427 | val_loss: 0.0311809 | Time: 1823.99 ms [2022-02-12 08:21:32 main:574] : INFO : Epoch 1886 | loss: 0.0311428 | val_loss: 0.0311787 | Time: 1836.2 ms [2022-02-12 08:21:34 main:574] : INFO : Epoch 1887 | loss: 0.031146 | val_loss: 0.0311861 | Time: 1827.58 ms [2022-02-12 08:21:36 main:574] : INFO : Epoch 1888 | loss: 0.0311438 | val_loss: 0.0311801 | Time: 1839.08 ms [2022-02-12 08:21:37 main:574] : INFO : Epoch 1889 | loss: 0.031143 | val_loss: 0.0311864 | Time: 1827.89 ms [2022-02-12 08:21:39 main:574] : INFO : Epoch 1890 | loss: 0.0311445 | val_loss: 0.031185 | Time: 1820.83 ms [2022-02-12 08:21:41 main:574] : INFO : Epoch 1891 | loss: 0.031147 | val_loss: 0.0311872 | Time: 1823.12 ms [2022-02-12 08:21:43 main:574] : INFO : Epoch 1892 | loss: 0.0311433 | val_loss: 0.0311822 | Time: 1836.65 ms [2022-02-12 08:21:45 main:574] : INFO : Epoch 1893 | loss: 0.0311391 | val_loss: 0.0311873 | Time: 1832.93 ms [2022-02-12 08:21:47 main:574] : INFO : Epoch 1894 | loss: 0.0311406 | val_loss: 0.031182 | Time: 1836.32 ms [2022-02-12 08:21:48 main:574] : INFO : Epoch 1895 | loss: 0.0311383 | val_loss: 0.0311804 | Time: 1835.71 ms [2022-02-12 08:21:50 main:574] : INFO : Epoch 1896 | loss: 0.0311392 | val_loss: 0.0311851 | Time: 1825.56 ms [2022-02-12 08:21:52 main:574] : INFO : Epoch 1897 | loss: 0.0311395 | val_loss: 0.0311828 | Time: 1827.25 ms [2022-02-12 08:21:54 main:574] : INFO : Epoch 1898 | loss: 0.0311392 | val_loss: 0.0311852 | Time: 1838.85 ms [2022-02-12 08:21:56 main:574] : INFO : Epoch 1899 | loss: 0.0311383 | val_loss: 0.0311838 | Time: 1845.1 ms [2022-02-12 08:21:58 main:574] : INFO : Epoch 1900 | loss: 0.0311425 | val_loss: 0.0311821 | Time: 1826.96 ms [2022-02-12 08:21:59 main:574] : INFO : Epoch 1901 | loss: 0.0311422 | val_loss: 0.0311826 | Time: 1841.74 ms [2022-02-12 08:22:01 main:574] : INFO : Epoch 1902 | loss: 0.0311408 | val_loss: 0.0311811 | Time: 1840.46 ms [2022-02-12 08:22:03 main:574] : INFO : Epoch 1903 | loss: 0.031141 | val_loss: 0.0311809 | Time: 1831.07 ms [2022-02-12 08:22:05 main:574] : INFO : Epoch 1904 | loss: 0.0311454 | val_loss: 0.0311809 | Time: 1852.19 ms [2022-02-12 08:22:07 main:574] : INFO : Epoch 1905 | loss: 0.0311426 | val_loss: 0.0311803 | Time: 1834.29 ms [2022-02-12 08:22:09 main:574] : INFO : Epoch 1906 | loss: 0.0311425 | val_loss: 0.0311875 | Time: 1844.83 ms [2022-02-12 08:22:11 main:574] : INFO : Epoch 1907 | loss: 0.0311426 | val_loss: 0.0311853 | Time: 1842.24 ms [2022-02-12 08:22:12 main:574] : INFO : Epoch 1908 | loss: 0.0311395 | val_loss: 0.0311797 | Time: 1833.02 ms [2022-02-12 08:22:14 main:574] : INFO : Epoch 1909 | loss: 0.0311432 | val_loss: 0.0311854 | Time: 1828.89 ms [2022-02-12 08:22:16 main:574] : INFO : Epoch 1910 | loss: 0.0311441 | val_loss: 0.0311811 | Time: 1826.07 ms [2022-02-12 08:22:18 main:574] : INFO : Epoch 1911 | loss: 0.0311408 | val_loss: 0.0311802 | Time: 1830.06 ms [2022-02-12 08:22:20 main:574] : INFO : Epoch 1912 | loss: 0.0311392 | val_loss: 0.0311807 | Time: 1830.58 ms [2022-02-12 08:22:22 main:574] : INFO : Epoch 1913 | loss: 0.0311394 | val_loss: 0.0311836 | Time: 1823.64 ms [2022-02-12 08:22:23 main:574] : INFO : Epoch 1914 | loss: 0.03114 | val_loss: 0.0311797 | Time: 1837.39 ms [2022-02-12 08:22:25 main:574] : INFO : Epoch 1915 | loss: 0.0311397 | val_loss: 0.031184 | Time: 1820.62 ms [2022-02-12 08:22:27 main:574] : INFO : Epoch 1916 | loss: 0.0311414 | val_loss: 0.0311808 | Time: 1839.37 ms [2022-02-12 08:22:29 main:574] : INFO : Epoch 1917 | loss: 0.0311381 | val_loss: 0.0311874 | Time: 1819.21 ms [2022-02-12 08:22:31 main:574] : INFO : Epoch 1918 | loss: 0.0311362 | val_loss: 0.0311831 | Time: 1837.1 ms [2022-02-12 08:22:33 main:574] : INFO : Epoch 1919 | loss: 0.0311392 | val_loss: 0.0311844 | Time: 1828.97 ms [2022-02-12 08:22:34 main:574] : INFO : Epoch 1920 | loss: 0.031142 | val_loss: 0.0311842 | Time: 1827.46 ms [2022-02-12 08:22:36 main:574] : INFO : Epoch 1921 | loss: 0.0311439 | val_loss: 0.0311835 | Time: 1826.79 ms [2022-02-12 08:22:38 main:574] : INFO : Epoch 1922 | loss: 0.0311406 | val_loss: 0.0311808 | Time: 1820.05 ms [2022-02-12 08:22:40 main:574] : INFO : Epoch 1923 | loss: 0.0311403 | val_loss: 0.0311834 | Time: 1825.64 ms [2022-02-12 08:22:42 main:574] : INFO : Epoch 1924 | loss: 0.0311404 | val_loss: 0.0311876 | Time: 1831.09 ms [2022-02-12 08:22:44 main:574] : INFO : Epoch 1925 | loss: 0.0311389 | val_loss: 0.031183 | Time: 1828.08 ms [2022-02-12 08:22:45 main:574] : INFO : Epoch 1926 | loss: 0.0311382 | val_loss: 0.0311906 | Time: 1825.37 ms [2022-02-12 08:22:47 main:574] : INFO : Epoch 1927 | loss: 0.0311401 | val_loss: 0.0311792 | Time: 1816.87 ms [2022-02-12 08:22:49 main:574] : INFO : Epoch 1928 | loss: 0.0311379 | val_loss: 0.0311927 | Time: 1824.24 ms [2022-02-12 08:22:51 main:574] : INFO : Epoch 1929 | loss: 0.0311379 | val_loss: 0.0311815 | Time: 1840.79 ms [2022-02-12 08:22:53 main:574] : INFO : Epoch 1930 | loss: 0.0311414 | val_loss: 0.0311886 | Time: 1834.74 ms [2022-02-12 08:22:55 main:574] : INFO : Epoch 1931 | loss: 0.0311416 | val_loss: 0.0311805 | Time: 1823.17 ms [2022-02-12 08:22:56 main:574] : INFO : Epoch 1932 | loss: 0.0311416 | val_loss: 0.0311816 | Time: 1829.43 ms [2022-02-12 08:22:58 main:574] : INFO : Epoch 1933 | loss: 0.0311397 | val_loss: 0.0311819 | Time: 1833.53 ms [2022-02-12 08:23:00 main:574] : INFO : Epoch 1934 | loss: 0.0311402 | val_loss: 0.031181 | Time: 1823.41 ms [2022-02-12 08:23:02 main:574] : INFO : Epoch 1935 | loss: 0.03114 | val_loss: 0.0311838 | Time: 1822.78 ms [2022-02-12 08:23:04 main:574] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311836 | Time: 1826.08 ms [2022-02-12 08:23:06 main:574] : INFO : Epoch 1937 | loss: 0.0311373 | val_loss: 0.0311884 | Time: 1826.41 ms [2022-02-12 08:23:07 main:574] : INFO : Epoch 1938 | loss: 0.0311372 | val_loss: 0.0311847 | Time: 1837.78 ms [2022-02-12 08:23:09 main:574] : INFO : Epoch 1939 | loss: 0.0311353 | val_loss: 0.0311877 | Time: 1833.97 ms [2022-02-12 08:23:11 main:574] : INFO : Epoch 1940 | loss: 0.031138 | val_loss: 0.0311886 | Time: 1841.98 ms [2022-02-12 08:23:13 main:574] : INFO : Epoch 1941 | loss: 0.0311374 | val_loss: 0.0311891 | Time: 1825.45 ms [2022-02-12 08:23:15 main:574] : INFO : Epoch 1942 | loss: 0.0311383 | val_loss: 0.0311915 | Time: 1839.81 ms [2022-02-12 08:23:17 main:574] : INFO : Epoch 1943 | loss: 0.0311374 | val_loss: 0.0311891 | Time: 1841.79 ms [2022-02-12 08:23:18 main:574] : INFO : Epoch 1944 | loss: 0.031134 | val_loss: 0.0311827 | Time: 1832.92 ms [2022-02-12 08:23:20 main:574] : INFO : Epoch 1945 | loss: 0.031135 | val_loss: 0.0311868 | Time: 1826.24 ms [2022-02-12 08:23:22 main:574] : INFO : Epoch 1946 | loss: 0.0311365 | val_loss: 0.031184 | Time: 1834.04 ms [2022-02-12 08:23:24 main:574] : INFO : Epoch 1947 | loss: 0.0311376 | val_loss: 0.0311852 | Time: 1827.35 ms [2022-02-12 08:23:26 main:574] : INFO : Epoch 1948 | loss: 0.0311392 | val_loss: 0.0311939 | Time: 1832.92 ms [2022-02-12 08:23:28 main:574] : INFO : Epoch 1949 | loss: 0.0311389 | val_loss: 0.0311852 | Time: 1841.37 ms [2022-02-12 08:23:30 main:574] : INFO : Epoch 1950 | loss: 0.0311374 | val_loss: 0.0311853 | Time: 1833.36 ms [2022-02-12 08:23:31 main:574] : INFO : Epoch 1951 | loss: 0.0311551 | val_loss: 0.0311758 | Time: 1830.86 ms [2022-02-12 08:23:33 main:574] : INFO : Epoch 1952 | loss: 0.0311532 | val_loss: 0.031177 | Time: 1826.71 ms [2022-02-12 08:23:35 main:574] : INFO : Epoch 1953 | loss: 0.0311499 | val_loss: 0.0311775 | Time: 1835.81 ms [2022-02-12 08:23:37 main:574] : INFO : Epoch 1954 | loss: 0.0311479 | val_loss: 0.031177 | Time: 1848.62 ms [2022-02-12 08:23:39 main:574] : INFO : Epoch 1955 | loss: 0.0311466 | val_loss: 0.0311775 | Time: 1830.38 ms [2022-02-12 08:23:41 main:574] : INFO : Epoch 1956 | loss: 0.0311468 | val_loss: 0.0311783 | Time: 1840.94 ms [2022-02-12 08:23:42 main:574] : INFO : Epoch 1957 | loss: 0.031145 | val_loss: 0.0311791 | Time: 1831.92 ms [2022-02-12 08:23:44 main:574] : INFO : Epoch 1958 | loss: 0.0311436 | val_loss: 0.0311784 | Time: 1843.91 ms [2022-02-12 08:23:46 main:574] : INFO : Epoch 1959 | loss: 0.0311481 | val_loss: 0.031183 | Time: 1845.46 ms [2022-02-12 08:23:48 main:574] : INFO : Epoch 1960 | loss: 0.031143 | val_loss: 0.0311856 | Time: 1836.91 ms [2022-02-12 08:23:50 main:574] : INFO : Epoch 1961 | loss: 0.0311406 | val_loss: 0.0311805 | Time: 1840.66 ms [2022-02-12 08:23:52 main:574] : INFO : Epoch 1962 | loss: 0.0311408 | val_loss: 0.0311781 | Time: 1828.83 ms [2022-02-12 08:23:54 main:574] : INFO : Epoch 1963 | loss: 0.0311397 | val_loss: 0.0311812 | Time: 1837.14 ms [2022-02-12 08:23:55 main:574] : INFO : Epoch 1964 | loss: 0.0311393 | val_loss: 0.0311763 | Time: 1841.37 ms [2022-02-12 08:23:57 main:574] : INFO : Epoch 1965 | loss: 0.0311394 | val_loss: 0.0311831 | Time: 1842.06 ms [2022-02-12 08:23:59 main:574] : INFO : Epoch 1966 | loss: 0.0311389 | val_loss: 0.0311806 | Time: 1845.62 ms [2022-02-12 08:24:01 main:574] : INFO : Epoch 1967 | loss: 0.0311398 | val_loss: 0.0311803 | Time: 1838.47 ms [2022-02-12 08:24:03 main:574] : INFO : Epoch 1968 | loss: 0.0311402 | val_loss: 0.0311767 | Time: 1846.13 ms [2022-02-12 08:24:05 main:574] : INFO : Epoch 1969 | loss: 0.031138 | val_loss: 0.0311799 | Time: 1831.61 ms [2022-02-12 08:24:06 main:574] : INFO : Epoch 1970 | loss: 0.031139 | val_loss: 0.0311867 | Time: 1829.48 ms [2022-02-12 08:24:08 main:574] : INFO : Epoch 1971 | loss: 0.0311443 | val_loss: 0.0311801 | Time: 1833.67 ms [2022-02-12 08:24:10 main:574] : INFO : Epoch 1972 | loss: 0.0311402 | val_loss: 0.0311871 | Time: 1849.85 ms [2022-02-12 08:24:12 main:574] : INFO : Epoch 1973 | loss: 0.0311365 | val_loss: 0.0311838 | Time: 1846.42 ms [2022-02-12 08:24:14 main:574] : INFO : Epoch 1974 | loss: 0.0311372 | val_loss: 0.0311835 | Time: 1832.98 ms [2022-02-12 08:24:16 main:574] : INFO : Epoch 1975 | loss: 0.0311379 | val_loss: 0.0311812 | Time: 1827.67 ms [2022-02-12 08:24:17 main:574] : INFO : Epoch 1976 | loss: 0.0311367 | val_loss: 0.0311838 | Time: 1824.74 ms [2022-02-12 08:24:19 main:574] : INFO : Epoch 1977 | loss: 0.0311388 | val_loss: 0.0311867 | Time: 1825.45 ms [2022-02-12 08:24:21 main:574] : INFO : Epoch 1978 | loss: 0.0311411 | val_loss: 0.0311839 | Time: 1834.64 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P1000) [2022-02-12 09:22:54 main:435] : INFO : Set logging level to 1 [2022-02-12 09:22:54 main:441] : INFO : Running in BOINC Client mode [2022-02-12 09:22:54 main:444] : INFO : Resolving all filenames [2022-02-12 09:22:54 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-12 09:22:54 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-12 09:22:54 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-12 09:22:54 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-12 09:22:54 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-12 09:22:54 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-12 09:22:54 main:474] : INFO : Configuration: [2022-02-12 09:22:54 main:475] : INFO : Model type: GRU [2022-02-12 09:22:54 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-12 09:22:54 main:477] : INFO : Max Epochs: 2048 [2022-02-12 09:22:54 main:478] : INFO : Batch Size: 128 [2022-02-12 09:22:54 main:479] : INFO : Learning Rate: 0.01 [2022-02-12 09:22:54 main:480] : INFO : Patience: 10 [2022-02-12 09:22:54 main:481] : INFO : Hidden Width: 12 [2022-02-12 09:22:54 main:482] : INFO : # Recurrent Layers: 4 [2022-02-12 09:22:54 main:483] : INFO : # Backend Layers: 4 [2022-02-12 09:22:54 main:484] : INFO : # Threads: 1 [2022-02-12 09:22:54 main:486] : INFO : Preparing Dataset [2022-02-12 09:22:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-12 09:22:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-12 09:22:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-12 09:22:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-12 09:22:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-12 09:22:58 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-12 09:22:58 main:494] : INFO : Creating Model [2022-02-12 09:22:58 main:507] : INFO : Preparing config file [2022-02-12 09:22:58 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-12 09:22:58 main:512] : INFO : Loading config [2022-02-12 09:22:58 main:514] : INFO : Loading state [2022-02-12 09:22:59 main:559] : INFO : Loading DataLoader into Memory [2022-02-12 09:23:00 main:562] : INFO : Starting Training [2022-02-12 09:23:02 main:574] : INFO : Epoch 1979 | loss: 0.0312059 | val_loss: 0.0311945 | Time: 2561.44 ms [2022-02-12 09:23:04 main:574] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 1946.09 ms [2022-02-12 09:23:06 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 1861.32 ms [2022-02-12 09:23:08 main:574] : INFO : Epoch 1982 | loss: 0.0311602 | val_loss: 0.0311762 | Time: 1942.58 ms [2022-02-12 09:23:10 main:574] : INFO : Epoch 1983 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 1836.65 ms [2022-02-12 09:23:12 main:574] : INFO : Epoch 1984 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1833.19 ms [2022-02-12 09:23:13 main:574] : INFO : Epoch 1985 | loss: 0.0311581 | val_loss: 0.0311776 | Time: 1831.38 ms [2022-02-12 09:23:15 main:574] : INFO : Epoch 1986 | loss: 0.0311564 | val_loss: 0.0311785 | Time: 1889.78 ms [2022-02-12 09:23:17 main:574] : INFO : Epoch 1987 | loss: 0.031156 | val_loss: 0.0311754 | Time: 1969.99 ms [2022-02-12 09:23:19 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 1954.03 ms [2022-02-12 09:23:21 main:574] : INFO : Epoch 1989 | loss: 0.0311552 | val_loss: 0.0311769 | Time: 1927.89 ms [2022-02-12 09:23:23 main:574] : INFO : Epoch 1990 | loss: 0.0311529 | val_loss: 0.0311773 | Time: 1874.23 ms [2022-02-12 09:23:25 main:574] : INFO : Epoch 1991 | loss: 0.0311537 | val_loss: 0.031177 | Time: 1879.92 ms [2022-02-12 09:23:27 main:574] : INFO : Epoch 1992 | loss: 0.0311516 | val_loss: 0.0311791 | Time: 1859.91 ms [2022-02-12 09:23:29 main:574] : INFO : Epoch 1993 | loss: 0.0311516 | val_loss: 0.031175 | Time: 1873.2 ms [2022-02-12 09:23:31 main:574] : INFO : Epoch 1994 | loss: 0.0311489 | val_loss: 0.0311748 | Time: 1863.47 ms [2022-02-12 09:23:33 main:574] : INFO : Epoch 1995 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 1863.96 ms [2022-02-12 09:23:35 main:574] : INFO : Epoch 1996 | loss: 0.0311542 | val_loss: 0.0311784 | Time: 2025.04 ms [2022-02-12 09:23:36 main:574] : INFO : Epoch 1997 | loss: 0.0311551 | val_loss: 0.0311761 | Time: 1903.22 ms [2022-02-12 09:23:38 main:574] : INFO : Epoch 1998 | loss: 0.0311545 | val_loss: 0.0311806 | Time: 1897.03 ms [2022-02-12 09:23:40 main:574] : INFO : Epoch 1999 | loss: 0.0311527 | val_loss: 0.0311737 | Time: 1864.69 ms [2022-02-12 09:23:42 main:574] : INFO : Epoch 2000 | loss: 0.0311528 | val_loss: 0.0311791 | Time: 1862.61 ms [2022-02-12 09:23:44 main:574] : INFO : Epoch 2001 | loss: 0.0311526 | val_loss: 0.0311812 | Time: 1889.9 ms [2022-02-12 09:23:46 main:574] : INFO : Epoch 2002 | loss: 0.0311527 | val_loss: 0.0311763 | Time: 1862.04 ms [2022-02-12 09:23:48 main:574] : INFO : Epoch 2003 | loss: 0.031148 | val_loss: 0.0311862 | Time: 1856.37 ms [2022-02-12 09:23:50 main:574] : INFO : Epoch 2004 | loss: 0.0311494 | val_loss: 0.0311817 | Time: 1872.05 ms [2022-02-12 09:23:52 main:574] : INFO : Epoch 2005 | loss: 0.0311486 | val_loss: 0.0311808 | Time: 1905.65 ms [2022-02-12 09:23:53 main:574] : INFO : Epoch 2006 | loss: 0.0311475 | val_loss: 0.0311837 | Time: 1876.25 ms [2022-02-12 09:23:55 main:574] : INFO : Epoch 2007 | loss: 0.0311489 | val_loss: 0.0311819 | Time: 1915.86 ms [2022-02-12 09:23:57 main:574] : INFO : Epoch 2008 | loss: 0.0311509 | val_loss: 0.031181 | Time: 1908.17 ms [2022-02-12 09:23:59 main:574] : INFO : Epoch 2009 | loss: 0.0311517 | val_loss: 0.0311797 | Time: 1885.38 ms [2022-02-12 09:24:01 main:574] : INFO : Epoch 2010 | loss: 0.0311486 | val_loss: 0.0311787 | Time: 1937.51 ms [2022-02-12 09:24:03 main:574] : INFO : Epoch 2011 | loss: 0.0311459 | val_loss: 0.0311817 | Time: 1989.4 ms [2022-02-12 09:24:05 main:574] : INFO : Epoch 2012 | loss: 0.0311441 | val_loss: 0.0311839 | Time: 1878.1 ms [2022-02-12 09:24:07 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311821 | Time: 1875.54 ms [2022-02-12 09:24:09 main:574] : INFO : Epoch 2014 | loss: 0.0311434 | val_loss: 0.0311827 | Time: 1879.92 ms [2022-02-12 09:24:11 main:574] : INFO : Epoch 2015 | loss: 0.0311436 | val_loss: 0.0311869 | Time: 1887.15 ms [2022-02-12 09:24:13 main:574] : INFO : Epoch 2016 | loss: 0.0311446 | val_loss: 0.0311805 | Time: 2010.84 ms [2022-02-12 09:24:15 main:574] : INFO : Epoch 2017 | loss: 0.0311478 | val_loss: 0.0311815 | Time: 1994.21 ms [2022-02-12 09:24:17 main:574] : INFO : Epoch 2018 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 1934.93 ms [2022-02-12 09:24:18 main:574] : INFO : Epoch 2019 | loss: 0.0311573 | val_loss: 0.0311777 | Time: 1920.28 ms [2022-02-12 09:24:20 main:574] : INFO : Epoch 2020 | loss: 0.0311573 | val_loss: 0.031177 | Time: 1938.97 ms [2022-02-12 09:24:22 main:574] : INFO : Epoch 2021 | loss: 0.0311551 | val_loss: 0.0311803 | Time: 1899.77 ms [2022-02-12 09:24:24 main:574] : INFO : Epoch 2022 | loss: 0.031155 | val_loss: 0.031179 | Time: 1962.99 ms [2022-02-12 09:24:26 main:574] : INFO : Epoch 2023 | loss: 0.0311538 | val_loss: 0.0311758 | Time: 1923.97 ms [2022-02-12 09:24:28 main:574] : INFO : Epoch 2024 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 1907.29 ms [2022-02-12 09:24:30 main:574] : INFO : Epoch 2025 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 1884.69 ms [2022-02-12 09:24:32 main:574] : INFO : Epoch 2026 | loss: 0.0311496 | val_loss: 0.0311754 | Time: 1923.2 ms [2022-02-12 09:24:34 main:574] : INFO : Epoch 2027 | loss: 0.03115 | val_loss: 0.0311756 | Time: 1901.49 ms [2022-02-12 09:24:36 main:574] : INFO : Epoch 2028 | loss: 0.0311518 | val_loss: 0.0311754 | Time: 1861.16 ms [2022-02-12 09:24:38 main:574] : INFO : Epoch 2029 | loss: 0.0311523 | val_loss: 0.0311756 | Time: 1887.68 ms [2022-02-12 09:24:40 main:574] : INFO : Epoch 2030 | loss: 0.0311547 | val_loss: 0.031174 | Time: 1946.07 ms [2022-02-12 09:24:41 main:574] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 1869.49 ms [2022-02-12 09:24:43 main:574] : INFO : Epoch 2032 | loss: 0.0311534 | val_loss: 0.0311723 | Time: 1857.94 ms [2022-02-12 09:24:45 main:574] : INFO : Epoch 2033 | loss: 0.0311567 | val_loss: 0.0311769 | Time: 1899.94 ms [2022-02-12 09:24:47 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 1884.39 ms [2022-02-12 09:24:49 main:574] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311762 | Time: 2016.6 ms [2022-02-12 09:24:51 main:574] : INFO : Epoch 2036 | loss: 0.0311565 | val_loss: 0.0311757 | Time: 1953.37 ms [2022-02-12 09:24:53 main:574] : INFO : Epoch 2037 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 1887.25 ms [2022-02-12 09:24:55 main:574] : INFO : Epoch 2038 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1842.25 ms [2022-02-12 09:24:57 main:574] : INFO : Epoch 2039 | loss: 0.031157 | val_loss: 0.0311735 | Time: 1860.6 ms [2022-02-12 09:24:59 main:574] : INFO : Epoch 2040 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 1885.33 ms [2022-02-12 09:25:01 main:574] : INFO : Epoch 2041 | loss: 0.0311504 | val_loss: 0.0311713 | Time: 1920.86 ms [2022-02-12 09:25:03 main:574] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311842 | Time: 2075.73 ms [2022-02-12 09:25:04 main:574] : INFO : Epoch 2043 | loss: 0.0311545 | val_loss: 0.0311777 | Time: 1877.15 ms [2022-02-12 09:25:06 main:574] : INFO : Epoch 2044 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 1852.69 ms [2022-02-12 09:25:08 main:574] : INFO : Epoch 2045 | loss: 0.031156 | val_loss: 0.0311726 | Time: 1873.48 ms [2022-02-12 09:25:10 main:574] : INFO : Epoch 2046 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 1880.79 ms [2022-02-12 09:25:12 main:574] : INFO : Epoch 2047 | loss: 0.0311544 | val_loss: 0.031183 | Time: 1898.84 ms [2022-02-12 09:25:14 main:574] : INFO : Epoch 2048 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 1856.36 ms [2022-02-12 09:25:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709 [2022-02-12 09:25:14 main:603] : INFO : Saving end state to config to file [2022-02-12 09:25:14 main:608] : INFO : Success, exiting.. 09:25:14 (2924): 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)