Task 14159661
| Name | ParityModified-1647044123-29930-3-0_0 |
| Workunit | 11223439 |
| Created | 31 Mar 2022, 21:13:00 UTC |
| Sent | 6 Apr 2022, 20:17:16 UTC |
| Report deadline | 14 Apr 2022, 20:17:16 UTC |
| Received | 7 Apr 2022, 16:51:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 3 min 1 sec |
| CPU time | 1 hours 0 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> _loss: 0.000361488 | Time: 1902.32 ms [2022-04-07 11:36:37 main:574] : INFO : Epoch 1558 | loss: 0.000361615 | val_loss: 0.000362622 | Time: 1864.23 ms [2022-04-07 11:36:39 main:574] : INFO : Epoch 1559 | loss: 0.000365958 | val_loss: 0.000365114 | Time: 1865.65 ms [2022-04-07 11:36:41 main:574] : INFO : Epoch 1560 | loss: 0.000370211 | val_loss: 0.000367531 | Time: 1888.77 ms [2022-04-07 11:36:42 main:574] : INFO : Epoch 1561 | loss: 0.000363802 | val_loss: 0.000360754 | Time: 1865.23 ms [2022-04-07 11:36:44 main:574] : INFO : Epoch 1562 | loss: 0.000360409 | val_loss: 0.000358722 | Time: 1856.52 ms [2022-04-07 11:36:46 main:574] : INFO : Epoch 1563 | loss: 0.000359704 | val_loss: 0.000358516 | Time: 1827.24 ms [2022-04-07 11:36:48 main:574] : INFO : Epoch 1564 | loss: 0.000359561 | val_loss: 0.000359142 | Time: 1849.94 ms [2022-04-07 11:36:50 main:574] : INFO : Epoch 1565 | loss: 0.00036029 | val_loss: 0.000358681 | Time: 1986.46 ms [2022-04-07 11:36:52 main:574] : INFO : Epoch 1566 | loss: 0.000360108 | val_loss: 0.000361695 | Time: 2381.48 ms [2022-04-07 11:36:54 main:574] : INFO : Epoch 1567 | loss: 0.000361836 | val_loss: 0.000361415 | Time: 1994.45 ms [2022-04-07 11:36:56 main:574] : INFO : Epoch 1568 | loss: 0.000362151 | val_loss: 0.000363574 | Time: 1828.41 ms [2022-04-07 11:36:58 main:574] : INFO : Epoch 1569 | loss: 0.000362272 | val_loss: 0.000366016 | Time: 2012.46 ms [2022-04-07 11:37:01 main:574] : INFO : Epoch 1570 | loss: 0.000362094 | val_loss: 0.000362285 | Time: 3109.99 ms [2022-04-07 11:37:04 main:574] : INFO : Epoch 1571 | loss: 0.000362212 | val_loss: 0.00036843 | Time: 2276.47 ms [2022-04-07 11:37:06 main:574] : INFO : Epoch 1572 | loss: 0.000369116 | val_loss: 0.000366178 | Time: 1900.71 ms [2022-04-07 11:37:07 main:574] : INFO : Epoch 1573 | loss: 0.000365339 | val_loss: 0.000362021 | Time: 1843.22 ms [2022-04-07 11:37:09 main:574] : INFO : Epoch 1574 | loss: 0.000364199 | val_loss: 0.000358748 | Time: 1869.79 ms [2022-04-07 11:37:11 main:574] : INFO : Epoch 1575 | loss: 0.00036139 | val_loss: 0.0003601 | Time: 1859.97 ms [2022-04-07 11:37:13 main:574] : INFO : Epoch 1576 | loss: 0.000360149 | val_loss: 0.000359491 | Time: 1826.89 ms [2022-04-07 11:37:15 main:574] : INFO : Epoch 1577 | loss: 0.000360425 | val_loss: 0.000360376 | Time: 1844.39 ms [2022-04-07 11:37:17 main:574] : INFO : Epoch 1578 | loss: 0.000361394 | val_loss: 0.00036167 | Time: 1822.76 ms [2022-04-07 11:37:19 main:574] : INFO : Epoch 1579 | loss: 0.00036327 | val_loss: 0.00036312 | Time: 1830.05 ms [2022-04-07 11:37:20 main:574] : INFO : Epoch 1580 | loss: 0.000367449 | val_loss: 0.000369982 | Time: 1866.09 ms [2022-04-07 11:37:22 main:574] : INFO : Epoch 1581 | loss: 0.00036909 | val_loss: 0.000376511 | Time: 1892.02 ms [2022-04-07 11:37:24 main:574] : INFO : Epoch 1582 | loss: 0.000379695 | val_loss: 0.000385484 | Time: 1855.17 ms [2022-04-07 11:37:26 main:574] : INFO : Epoch 1583 | loss: 0.0003753 | val_loss: 0.000375021 | Time: 1859.18 ms [2022-04-07 11:37:28 main:574] : INFO : Epoch 1584 | loss: 0.00036898 | val_loss: 0.000366 | Time: 1848.44 ms [2022-04-07 11:37:30 main:574] : INFO : Epoch 1585 | loss: 0.000365197 | val_loss: 0.000365316 | Time: 1846.45 ms [2022-04-07 11:37:32 main:574] : INFO : Epoch 1586 | loss: 0.000365181 | val_loss: 0.000363331 | Time: 1831 ms [2022-04-07 11:37:33 main:574] : INFO : Epoch 1587 | loss: 0.000362615 | val_loss: 0.00036678 | Time: 1848.62 ms [2022-04-07 11:37:35 main:574] : INFO : Epoch 1588 | loss: 0.000361847 | val_loss: 0.000362301 | Time: 1848.49 ms [2022-04-07 11:37:37 main:574] : INFO : Epoch 1589 | loss: 0.000362063 | val_loss: 0.00036102 | Time: 1849.77 ms [2022-04-07 11:37:39 main:574] : INFO : Epoch 1590 | loss: 0.000361723 | val_loss: 0.000360505 | Time: 1842.47 ms [2022-04-07 11:37:41 main:574] : INFO : Epoch 1591 | loss: 0.000361096 | val_loss: 0.000360975 | Time: 1850.9 ms [2022-04-07 11:37:43 main:574] : INFO : Epoch 1592 | loss: 0.000364352 | val_loss: 0.000360175 | Time: 1866.32 ms [2022-04-07 11:37:45 main:574] : INFO : Epoch 1593 | loss: 0.000360818 | val_loss: 0.000362835 | Time: 1846.49 ms [2022-04-07 11:37:46 main:574] : INFO : Epoch 1594 | loss: 0.000362419 | val_loss: 0.000363588 | Time: 1838.83 ms [2022-04-07 11:37:48 main:574] : INFO : Epoch 1595 | loss: 0.000365076 | val_loss: 0.000363146 | Time: 1820.05 ms [2022-04-07 11:37:51 main:574] : INFO : Epoch 1596 | loss: 0.000362515 | val_loss: 0.00036187 | Time: 2284.16 ms [2022-04-07 11:37:53 main:574] : INFO : Epoch 1597 | loss: 0.000360777 | val_loss: 0.000358919 | Time: 2132.58 ms [2022-04-07 11:37:55 main:574] : INFO : Epoch 1598 | loss: 0.000360618 | val_loss: 0.000357802 | Time: 1914.35 ms [2022-04-07 11:37:57 main:574] : INFO : Epoch 1599 | loss: 0.000361267 | val_loss: 0.000357837 | Time: 1914.98 ms [2022-04-07 11:37:58 main:574] : INFO : Epoch 1600 | loss: 0.000357809 | val_loss: 0.000355619 | Time: 1876.48 ms [2022-04-07 11:38:00 main:574] : INFO : Epoch 1601 | loss: 0.000356613 | val_loss: 0.000355106 | Time: 2056.96 ms [2022-04-07 11:38:02 main:574] : INFO : Epoch 1602 | loss: 0.000358386 | val_loss: 0.00035715 | Time: 1863.1 ms [2022-04-07 11:38:04 main:574] : INFO : Epoch 1603 | loss: 0.00035764 | val_loss: 0.000356886 | Time: 1826.98 ms [2022-04-07 11:38:06 main:574] : INFO : Epoch 1604 | loss: 0.000363458 | val_loss: 0.000365371 | Time: 1880.85 ms [2022-04-07 11:38:08 main:574] : INFO : Epoch 1605 | loss: 0.000363332 | val_loss: 0.00036121 | Time: 1848.84 ms [2022-04-07 11:38:10 main:574] : INFO : Epoch 1606 | loss: 0.000367168 | val_loss: 0.000368585 | Time: 1833.99 ms [2022-04-07 11:38:12 main:574] : INFO : Epoch 1607 | loss: 0.000363796 | val_loss: 0.000361868 | Time: 1841.14 ms [2022-04-07 11:38:13 main:574] : INFO : Epoch 1608 | loss: 0.000358932 | val_loss: 0.000357152 | Time: 1846.36 ms [2022-04-07 11:38:15 main:574] : INFO : Epoch 1609 | loss: 0.00036401 | val_loss: 0.000361949 | Time: 1847.67 ms [2022-04-07 11:38:17 main:574] : INFO : Epoch 1610 | loss: 0.000361222 | val_loss: 0.000364802 | Time: 1863.01 ms [2022-04-07 11:38:19 main:574] : INFO : Epoch 1611 | loss: 0.000365513 | val_loss: 0.000368201 | Time: 1905.04 ms [2022-04-07 11:38:21 main:574] : INFO : Epoch 1612 | loss: 0.000367584 | val_loss: 0.000359229 | Time: 1860.83 ms [2022-04-07 11:38:23 main:574] : INFO : Epoch 1613 | loss: 0.000365303 | val_loss: 0.000362866 | Time: 1845.67 ms [2022-04-07 11:38:25 main:574] : INFO : Epoch 1614 | loss: 0.000361014 | val_loss: 0.000357943 | Time: 1819.95 ms [2022-04-07 11:38:27 main:574] : INFO : Epoch 1615 | loss: 0.000358285 | val_loss: 0.000354937 | Time: 1841.32 ms [2022-04-07 11:38:28 main:574] : INFO : Epoch 1616 | loss: 0.000357026 | val_loss: 0.000356776 | Time: 1855.4 ms [2022-04-07 11:38:30 main:574] : INFO : Epoch 1617 | loss: 0.000356419 | val_loss: 0.000356263 | Time: 1857.24 ms [2022-04-07 11:38:32 main:574] : INFO : Epoch 1618 | loss: 0.000356049 | val_loss: 0.00036064 | Time: 1858.11 ms [2022-04-07 11:38:34 main:574] : INFO : Epoch 1619 | loss: 0.000357566 | val_loss: 0.000357663 | Time: 1851.33 ms [2022-04-07 11:38:36 main:574] : INFO : Epoch 1620 | loss: 0.000357288 | val_loss: 0.000356391 | Time: 1833.39 ms [2022-04-07 11:38:38 main:574] : INFO : Epoch 1621 | loss: 0.000358229 | val_loss: 0.000357797 | Time: 1864.76 ms [2022-04-07 11:38:40 main:574] : INFO : Epoch 1622 | loss: 0.000357512 | val_loss: 0.000355636 | Time: 1901.57 ms [2022-04-07 11:38:41 main:574] : INFO : Epoch 1623 | loss: 0.000357423 | val_loss: 0.0003553 | Time: 1830.81 ms [2022-04-07 11:38:43 main:574] : INFO : Epoch 1624 | loss: 0.000360004 | val_loss: 0.000364584 | Time: 1812.04 ms [2022-04-07 11:38:45 main:574] : INFO : Epoch 1625 | loss: 0.000367003 | val_loss: 0.000365065 | Time: 1820.48 ms [2022-04-07 11:38:47 main:574] : INFO : Epoch 1626 | loss: 0.000364466 | val_loss: 0.000364624 | Time: 1828.04 ms [2022-04-07 11:38:49 main:574] : INFO : Epoch 1627 | loss: 0.000359441 | val_loss: 0.000356693 | Time: 1852.22 ms [2022-04-07 11:38:51 main:574] : INFO : Epoch 1628 | loss: 0.000357253 | val_loss: 0.000364334 | Time: 1874.52 ms [2022-04-07 11:38:53 main:574] : INFO : Epoch 1629 | loss: 0.000367769 | val_loss: 0.000365234 | Time: 1831.34 ms [2022-04-07 11:38:54 main:574] : INFO : Epoch 1630 | loss: 0.000360943 | val_loss: 0.000355983 | Time: 1879.2 ms [2022-04-07 11:38:56 main:574] : INFO : Epoch 1631 | loss: 0.000358446 | val_loss: 0.000352667 | Time: 1888.68 ms [2022-04-07 11:38:58 main:574] : INFO : Epoch 1632 | loss: 0.000353791 | val_loss: 0.000354135 | Time: 1871.65 ms [2022-04-07 11:39:00 main:574] : INFO : Epoch 1633 | loss: 0.00035312 | val_loss: 0.000353052 | Time: 1868.37 ms [2022-04-07 11:39:02 main:574] : INFO : Epoch 1634 | loss: 0.000355994 | val_loss: 0.000359285 | Time: 1838.26 ms [2022-04-07 11:39:04 main:574] : INFO : Epoch 1635 | loss: 0.000358198 | val_loss: 0.000354983 | Time: 1824.71 ms [2022-04-07 11:39:06 main:574] : INFO : Epoch 1636 | loss: 0.000356125 | val_loss: 0.00035946 | Time: 1861.44 ms [2022-04-07 11:39:08 main:574] : INFO : Epoch 1637 | loss: 0.000358325 | val_loss: 0.000353279 | Time: 1879.97 ms [2022-04-07 11:39:09 main:574] : INFO : Epoch 1638 | loss: 0.000354157 | val_loss: 0.00035439 | Time: 1822.62 ms [2022-04-07 11:39:11 main:574] : INFO : Epoch 1639 | loss: 0.000351159 | val_loss: 0.000351345 | Time: 1839.35 ms [2022-04-07 11:39:13 main:574] : INFO : Epoch 1640 | loss: 0.000352231 | val_loss: 0.00035053 | Time: 1829.46 ms [2022-04-07 11:39:15 main:574] : INFO : Epoch 1641 | loss: 0.000353249 | val_loss: 0.000353368 | Time: 1820.85 ms [2022-04-07 11:39:17 main:574] : INFO : Epoch 1642 | loss: 0.000353432 | val_loss: 0.000356791 | Time: 1827.89 ms [2022-04-07 11:39:19 main:574] : INFO : Epoch 1643 | loss: 0.000354743 | val_loss: 0.000353968 | Time: 1882.03 ms [2022-04-07 11:39:20 main:574] : INFO : Epoch 1644 | loss: 0.000354569 | val_loss: 0.000354698 | Time: 1832.78 ms [2022-04-07 11:39:22 main:574] : INFO : Epoch 1645 | loss: 0.000352925 | val_loss: 0.000351529 | Time: 1826.91 ms [2022-04-07 11:39:24 main:574] : INFO : Epoch 1646 | loss: 0.000355288 | val_loss: 0.000354897 | Time: 1888.98 ms [2022-04-07 11:39:26 main:574] : INFO : Epoch 1647 | loss: 0.000352215 | val_loss: 0.000349619 | Time: 1850.29 ms [2022-04-07 11:39:28 main:574] : INFO : Epoch 1648 | loss: 0.000351612 | val_loss: 0.000349377 | Time: 1822.36 ms [2022-04-07 11:39:30 main:574] : INFO : Epoch 1649 | loss: 0.000352104 | val_loss: 0.000351328 | Time: 1810.91 ms [2022-04-07 11:39:32 main:574] : INFO : Epoch 1650 | loss: 0.000358211 | val_loss: 0.000354016 | Time: 1853.84 ms [2022-04-07 11:39:33 main:574] : INFO : Epoch 1651 | loss: 0.000359648 | val_loss: 0.000358666 | Time: 1830.42 ms [2022-04-07 11:39:35 main:574] : INFO : Epoch 1652 | loss: 0.000351497 | val_loss: 0.000354733 | Time: 1849.37 ms [2022-04-07 11:39:37 main:574] : INFO : Epoch 1653 | loss: 0.000351167 | val_loss: 0.000354088 | Time: 1814.24 ms [2022-04-07 11:39:39 main:574] : INFO : Epoch 1654 | loss: 0.000351272 | val_loss: 0.000349625 | Time: 1835.99 ms [2022-04-07 11:39:41 main:574] : INFO : Epoch 1655 | loss: 0.000351967 | val_loss: 0.000363053 | Time: 1842.7 ms [2022-04-07 11:39:43 main:574] : INFO : Epoch 1656 | loss: 0.000353609 | val_loss: 0.00035179 | Time: 1833.35 ms [2022-04-07 11:39:44 main:574] : INFO : Epoch 1657 | loss: 0.000350034 | val_loss: 0.00034846 | Time: 1800.45 ms [2022-04-07 11:39:46 main:574] : INFO : Epoch 1658 | loss: 0.000349506 | val_loss: 0.000353128 | Time: 1815.79 ms [2022-04-07 11:39:48 main:574] : INFO : Epoch 1659 | loss: 0.000357516 | val_loss: 0.000356792 | Time: 1823.83 ms [2022-04-07 11:39:50 main:574] : INFO : Epoch 1660 | loss: 0.000358839 | val_loss: 0.000358933 | Time: 1852.05 ms [2022-04-07 11:39:52 main:574] : INFO : Epoch 1661 | loss: 0.000357208 | val_loss: 0.000361802 | Time: 1850.74 ms [2022-04-07 11:39:54 main:574] : INFO : Epoch 1662 | loss: 0.000359979 | val_loss: 0.000366936 | Time: 1850.25 ms [2022-04-07 11:39:55 main:574] : INFO : Epoch 1663 | loss: 0.000358039 | val_loss: 0.000359239 | Time: 1842.07 ms [2022-04-07 11:39:57 main:574] : INFO : Epoch 1664 | loss: 0.000355788 | val_loss: 0.00035578 | Time: 1830.35 ms [2022-04-07 11:39:59 main:574] : INFO : Epoch 1665 | loss: 0.000353921 | val_loss: 0.000354803 | Time: 1833.4 ms [2022-04-07 11:40:01 main:574] : INFO : Epoch 1666 | loss: 0.000355258 | val_loss: 0.000356258 | Time: 1835.77 ms [2022-04-07 11:40:03 main:574] : INFO : Epoch 1667 | loss: 0.000353144 | val_loss: 0.000355705 | Time: 1810.96 ms [2022-04-07 11:40:05 main:574] : INFO : Epoch 1668 | loss: 0.000358388 | val_loss: 0.000358558 | Time: 1830.68 ms [2022-04-07 11:40:07 main:574] : INFO : Epoch 1669 | loss: 0.000358184 | val_loss: 0.000356813 | Time: 1859.93 ms [2022-04-07 11:40:08 main:574] : INFO : Epoch 1670 | loss: 0.000354473 | val_loss: 0.000358495 | Time: 1840.14 ms [2022-04-07 11:40:10 main:574] : INFO : Epoch 1671 | loss: 0.000357556 | val_loss: 0.000356629 | Time: 1805.02 ms [2022-04-07 11:40:12 main:574] : INFO : Epoch 1672 | loss: 0.000358494 | val_loss: 0.000359162 | Time: 1815.44 ms [2022-04-07 11:40:14 main:574] : INFO : Epoch 1673 | loss: 0.000354868 | val_loss: 0.000353422 | Time: 1803.81 ms [2022-04-07 11:40:16 main:574] : INFO : Epoch 1674 | loss: 0.000351741 | val_loss: 0.000357117 | Time: 1817.48 ms [2022-04-07 11:40:17 main:574] : INFO : Epoch 1675 | loss: 0.000354963 | val_loss: 0.00035541 | Time: 1796.73 ms [2022-04-07 11:40:19 main:574] : INFO : Epoch 1676 | loss: 0.000356298 | val_loss: 0.000352936 | Time: 1806.95 ms [2022-04-07 11:40:21 main:574] : INFO : Epoch 1677 | loss: 0.000353385 | val_loss: 0.000352805 | Time: 1838.03 ms [2022-04-07 11:40:23 main:574] : INFO : Epoch 1678 | loss: 0.000352821 | val_loss: 0.000357243 | Time: 1809.03 ms [2022-04-07 11:40:25 main:574] : INFO : Epoch 1679 | loss: 0.000352408 | val_loss: 0.000355118 | Time: 1848.22 ms [2022-04-07 11:40:27 main:574] : INFO : Epoch 1680 | loss: 0.000354044 | val_loss: 0.000357207 | Time: 1832.86 ms [2022-04-07 11:40:28 main:574] : INFO : Epoch 1681 | loss: 0.000353462 | val_loss: 0.000356148 | Time: 1842.4 ms [2022-04-07 11:40:30 main:574] : INFO : Epoch 1682 | loss: 0.000353317 | val_loss: 0.000353571 | Time: 1844.44 ms [2022-04-07 11:40:32 main:574] : INFO : Epoch 1683 | loss: 0.000352085 | val_loss: 0.000359966 | Time: 1819.19 ms [2022-04-07 11:40:34 main:574] : INFO : Epoch 1684 | loss: 0.000354367 | val_loss: 0.000361321 | Time: 1812.42 ms [2022-04-07 11:40:36 main:574] : INFO : Epoch 1685 | loss: 0.000356138 | val_loss: 0.000353306 | Time: 1841.6 ms [2022-04-07 11:40:38 main:574] : INFO : Epoch 1686 | loss: 0.000352743 | val_loss: 0.000356157 | Time: 1815.95 ms [2022-04-07 11:40:39 main:574] : INFO : Epoch 1687 | loss: 0.000353611 | val_loss: 0.000354732 | Time: 1819.4 ms [2022-04-07 11:40:41 main:574] : INFO : Epoch 1688 | loss: 0.000353528 | val_loss: 0.000354536 | Time: 1809.86 ms [2022-04-07 11:40:43 main:574] : INFO : Epoch 1689 | loss: 0.000351453 | val_loss: 0.000353699 | Time: 1815.62 ms [2022-04-07 11:40:45 main:574] : INFO : Epoch 1690 | loss: 0.000354122 | val_loss: 0.000354158 | Time: 1808.27 ms [2022-04-07 11:40:47 main:574] : INFO : Epoch 1691 | loss: 0.000351871 | val_loss: 0.000353394 | Time: 1814.34 ms [2022-04-07 11:40:49 main:574] : INFO : Epoch 1692 | loss: 0.000351648 | val_loss: 0.000356179 | Time: 1832.19 ms [2022-04-07 11:40:51 main:574] : INFO : Epoch 1693 | loss: 0.000353325 | val_loss: 0.000357286 | Time: 1889.61 ms [2022-04-07 11:40:52 main:574] : INFO : Epoch 1694 | loss: 0.000355059 | val_loss: 0.000353462 | Time: 1824.58 ms [2022-04-07 11:40:54 main:574] : INFO : Epoch 1695 | loss: 0.000355577 | val_loss: 0.00035416 | Time: 1812.66 ms [2022-04-07 11:40:56 main:574] : INFO : Epoch 1696 | loss: 0.000356964 | val_loss: 0.000359999 | Time: 1820.12 ms [2022-04-07 11:40:58 main:574] : INFO : Epoch 1697 | loss: 0.000355403 | val_loss: 0.000356595 | Time: 1810.9 ms [2022-04-07 11:41:00 main:574] : INFO : Epoch 1698 | loss: 0.00035648 | val_loss: 0.000358355 | Time: 1819.12 ms [2022-04-07 11:41:01 main:574] : INFO : Epoch 1699 | loss: 0.00040276 | val_loss: 0.000433847 | Time: 1802.97 ms [2022-04-07 11:41:03 main:574] : INFO : Epoch 1700 | loss: 0.000512493 | val_loss: 0.00048208 | Time: 1811.74 ms [2022-04-07 11:41:05 main:574] : INFO : Epoch 1701 | loss: 0.00042776 | val_loss: 0.000394059 | Time: 1821.6 ms [2022-04-07 11:41:07 main:574] : INFO : Epoch 1702 | loss: 0.000393039 | val_loss: 0.000382415 | Time: 1843.45 ms [2022-04-07 11:41:09 main:574] : INFO : Epoch 1703 | loss: 0.000380009 | val_loss: 0.000373646 | Time: 1815.7 ms [2022-04-07 11:41:11 main:574] : INFO : Epoch 1704 | loss: 0.000380309 | val_loss: 0.000374893 | Time: 1811.48 ms [2022-04-07 11:41:12 main:574] : INFO : Epoch 1705 | loss: 0.000373318 | val_loss: 0.000364536 | Time: 1864.99 ms [2022-04-07 11:41:14 main:574] : INFO : Epoch 1706 | loss: 0.000369408 | val_loss: 0.000364843 | Time: 1829.4 ms [2022-04-07 11:41:16 main:574] : INFO : Epoch 1707 | loss: 0.000367274 | val_loss: 0.000365381 | Time: 1840.49 ms [2022-04-07 11:41:18 main:574] : INFO : Epoch 1708 | loss: 0.000369778 | val_loss: 0.000361733 | Time: 1832.67 ms [2022-04-07 11:41:20 main:574] : INFO : Epoch 1709 | loss: 0.000366072 | val_loss: 0.00036623 | Time: 1800.95 ms [2022-04-07 11:41:22 main:574] : INFO : Epoch 1710 | loss: 0.000368706 | val_loss: 0.000363475 | Time: 1810.95 ms [2022-04-07 11:41:23 main:574] : INFO : Epoch 1711 | loss: 0.000363432 | val_loss: 0.000363276 | Time: 1808.57 ms [2022-04-07 11:41:25 main:574] : INFO : Epoch 1712 | loss: 0.000369081 | val_loss: 0.000368843 | Time: 1836.73 ms [2022-04-07 11:41:27 main:574] : INFO : Epoch 1713 | loss: 0.000365897 | val_loss: 0.000364714 | Time: 1802.06 ms [2022-04-07 11:41:29 main:574] : INFO : Epoch 1714 | loss: 0.000365649 | val_loss: 0.000422914 | Time: 1837.57 ms [2022-04-07 11:41:31 main:574] : INFO : Epoch 1715 | loss: 0.000441168 | val_loss: 0.000394405 | Time: 1822.37 ms [2022-04-07 11:41:33 main:574] : INFO : Epoch 1716 | loss: 0.000390306 | val_loss: 0.00038807 | Time: 1815.24 ms [2022-04-07 11:41:34 main:574] : INFO : Epoch 1717 | loss: 0.000375282 | val_loss: 0.000374984 | Time: 1840.66 ms [2022-04-07 11:41:36 main:574] : INFO : Epoch 1718 | loss: 0.000381102 | val_loss: 0.000389963 | Time: 1803.74 ms [2022-04-07 11:41:38 main:574] : INFO : Epoch 1719 | loss: 0.00039349 | val_loss: 0.000427136 | Time: 1812.96 ms [2022-04-07 11:41:40 main:574] : INFO : Epoch 1720 | loss: 0.000406675 | val_loss: 0.000387803 | Time: 1827.93 ms [2022-04-07 11:41:42 main:574] : INFO : Epoch 1721 | loss: 0.000376732 | val_loss: 0.000375834 | Time: 1834.82 ms [2022-04-07 11:41:44 main:574] : INFO : Epoch 1722 | loss: 0.000368057 | val_loss: 0.00037333 | Time: 1808.56 ms [2022-04-07 11:41:45 main:574] : INFO : Epoch 1723 | loss: 0.000367185 | val_loss: 0.000377283 | Time: 1803.57 ms [2022-04-07 11:41:47 main:574] : INFO : Epoch 1724 | loss: 0.000368855 | val_loss: 0.000369383 | Time: 1849.02 ms [2022-04-07 11:41:49 main:574] : INFO : Epoch 1725 | loss: 0.000365594 | val_loss: 0.000372267 | Time: 1831.38 ms [2022-04-07 11:41:51 main:574] : INFO : Epoch 1726 | loss: 0.000364976 | val_loss: 0.000366607 | Time: 1835.53 ms [2022-04-07 11:41:53 main:574] : INFO : Epoch 1727 | loss: 0.000364492 | val_loss: 0.000364439 | Time: 1813.31 ms [2022-04-07 11:41:55 main:574] : INFO : Epoch 1728 | loss: 0.000362755 | val_loss: 0.000365955 | Time: 1848.53 ms [2022-04-07 11:41:56 main:574] : INFO : Epoch 1729 | loss: 0.000364615 | val_loss: 0.000365692 | Time: 1845.6 ms [2022-04-07 11:41:58 main:574] : INFO : Epoch 1730 | loss: 0.000363221 | val_loss: 0.000362625 | Time: 1839.25 ms [2022-04-07 11:42:00 main:574] : INFO : Epoch 1731 | loss: 0.000360672 | val_loss: 0.000365642 | Time: 1907.67 ms [2022-04-07 11:42:02 main:574] : INFO : Epoch 1732 | loss: 0.000361031 | val_loss: 0.000365144 | Time: 1858.44 ms [2022-04-07 11:42:04 main:574] : INFO : Epoch 1733 | loss: 0.000359356 | val_loss: 0.000359358 | Time: 1851.75 ms [2022-04-07 11:42:06 main:574] : INFO : Epoch 1734 | loss: 0.000357837 | val_loss: 0.000359909 | Time: 1860.59 ms [2022-04-07 11:42:08 main:574] : INFO : Epoch 1735 | loss: 0.000358717 | val_loss: 0.000363353 | Time: 1826.63 ms [2022-04-07 11:42:09 main:574] : INFO : Epoch 1736 | loss: 0.000364618 | val_loss: 0.000365955 | Time: 1817.87 ms [2022-04-07 11:42:11 main:574] : INFO : Epoch 1737 | loss: 0.000360976 | val_loss: 0.000358466 | Time: 1846.59 ms [2022-04-07 11:42:13 main:574] : INFO : Epoch 1738 | loss: 0.000358936 | val_loss: 0.000366372 | Time: 1828.42 ms [2022-04-07 11:42:15 main:574] : INFO : Epoch 1739 | loss: 0.000369065 | val_loss: 0.000388406 | Time: 1808.32 ms [2022-04-07 11:42:17 main:574] : INFO : Epoch 1740 | loss: 0.000377772 | val_loss: 0.000375948 | Time: 1806.1 ms [2022-04-07 11:42:19 main:574] : INFO : Epoch 1741 | loss: 0.000397944 | val_loss: 0.000394718 | Time: 1816.63 ms [2022-04-07 11:42:20 main:574] : INFO : Epoch 1742 | loss: 0.000376753 | val_loss: 0.000370976 | Time: 1824.33 ms [2022-04-07 11:42:22 main:574] : INFO : Epoch 1743 | loss: 0.000372924 | val_loss: 0.000364904 | Time: 1803.51 ms [2022-04-07 11:42:24 main:574] : INFO : Epoch 1744 | loss: 0.00036548 | val_loss: 0.000362367 | Time: 1825.15 ms [2022-04-07 11:42:26 main:574] : INFO : Epoch 1745 | loss: 0.000360647 | val_loss: 0.00036309 | Time: 1848.66 ms [2022-04-07 11:42:28 main:574] : INFO : Epoch 1746 | loss: 0.000378805 | val_loss: 0.000370707 | Time: 1857.75 ms [2022-04-07 11:42:30 main:574] : INFO : Epoch 1747 | loss: 0.00155212 | val_loss: 0.00162571 | Time: 1847.47 ms [2022-04-07 11:42:32 main:574] : INFO : Epoch 1748 | loss: 0.0105109 | val_loss: 0.00322546 | Time: 1825.14 ms [2022-04-07 11:42:33 main:574] : INFO : Epoch 1749 | loss: 0.00156102 | val_loss: 0.000907498 | Time: 1829.39 ms [2022-04-07 11:42:35 main:574] : INFO : Epoch 1750 | loss: 0.000741024 | val_loss: 0.000512789 | Time: 1818.15 ms [2022-04-07 11:42:37 main:574] : INFO : Epoch 1751 | loss: 0.000482739 | val_loss: 0.000440543 | Time: 1833.85 ms [2022-04-07 11:42:39 main:574] : INFO : Epoch 1752 | loss: 0.000433101 | val_loss: 0.000413507 | Time: 1824.14 ms [2022-04-07 11:42:41 main:574] : INFO : Epoch 1753 | loss: 0.000407497 | val_loss: 0.000408442 | Time: 1863.13 ms [2022-04-07 11:42:43 main:574] : INFO : Epoch 1754 | loss: 0.000402379 | val_loss: 0.000395146 | Time: 1825 ms [2022-04-07 11:42:44 main:574] : INFO : Epoch 1755 | loss: 0.000389185 | val_loss: 0.000383722 | Time: 1842.68 ms [2022-04-07 11:42:46 main:574] : INFO : Epoch 1756 | loss: 0.000382948 | val_loss: 0.000378551 | Time: 1840.4 ms [2022-04-07 11:42:48 main:574] : INFO : Epoch 1757 | loss: 0.000379911 | val_loss: 0.000374709 | Time: 1859.93 ms [2022-04-07 11:42:50 main:574] : INFO : Epoch 1758 | loss: 0.000378976 | val_loss: 0.000378029 | Time: 1846.63 ms [2022-04-07 11:42:52 main:574] : INFO : Epoch 1759 | loss: 0.000381542 | val_loss: 0.000372619 | Time: 1860.68 ms [2022-04-07 11:42:54 main:574] : INFO : Epoch 1760 | loss: 0.000376828 | val_loss: 0.000370785 | Time: 1868.62 ms [2022-04-07 11:42:56 main:574] : INFO : Epoch 1761 | loss: 0.000375006 | val_loss: 0.000368867 | Time: 1830.33 ms [2022-04-07 11:42:57 main:574] : INFO : Epoch 1762 | loss: 0.000373576 | val_loss: 0.000369224 | Time: 1824.44 ms [2022-04-07 11:42:59 main:574] : INFO : Epoch 1763 | loss: 0.000373602 | val_loss: 0.00036842 | Time: 1811.06 ms [2022-04-07 11:43:01 main:574] : INFO : Epoch 1764 | loss: 0.000373194 | val_loss: 0.000369718 | Time: 1816.91 ms [2022-04-07 11:43:03 main:574] : INFO : Epoch 1765 | loss: 0.00037309 | val_loss: 0.000369518 | Time: 1857.22 ms [2022-04-07 11:43:05 main:574] : INFO : Epoch 1766 | loss: 0.000372542 | val_loss: 0.000366421 | Time: 1849.89 ms [2022-04-07 11:43:07 main:574] : INFO : Epoch 1767 | loss: 0.000370259 | val_loss: 0.000368819 | Time: 1870.95 ms [2022-04-07 11:43:09 main:574] : INFO : Epoch 1768 | loss: 0.000376062 | val_loss: 0.000370377 | Time: 1836.9 ms [2022-04-07 11:43:10 main:574] : INFO : Epoch 1769 | loss: 0.000371077 | val_loss: 0.00036339 | Time: 1834.71 ms [2022-04-07 11:43:12 main:574] : INFO : Epoch 1770 | loss: 0.000368213 | val_loss: 0.00036245 | Time: 1824.4 ms [2022-04-07 11:43:14 main:574] : INFO : Epoch 1771 | loss: 0.000366831 | val_loss: 0.000362536 | Time: 1806.01 ms [2022-04-07 11:43:16 main:574] : INFO : Epoch 1772 | loss: 0.000365909 | val_loss: 0.00036139 | Time: 1838.38 ms [2022-04-07 11:43:18 main:574] : INFO : Epoch 1773 | loss: 0.000366376 | val_loss: 0.000360723 | Time: 1838.89 ms [2022-04-07 11:43:20 main:574] : INFO : Epoch 1774 | loss: 0.000365839 | val_loss: 0.000364288 | Time: 1831.54 ms [2022-04-07 11:43:21 main:574] : INFO : Epoch 1775 | loss: 0.000369259 | val_loss: 0.000364687 | Time: 1841.48 ms [2022-04-07 11:43:23 main:574] : INFO : Epoch 1776 | loss: 0.000366936 | val_loss: 0.000360991 | Time: 1823.49 ms [2022-04-07 11:43:25 main:574] : INFO : Epoch 1777 | loss: 0.000365752 | val_loss: 0.000360142 | Time: 1838.18 ms [2022-04-07 11:43:27 main:574] : INFO : Epoch 1778 | loss: 0.000365001 | val_loss: 0.000360624 | Time: 1847.38 ms [2022-04-07 11:43:29 main:574] : INFO : Epoch 1779 | loss: 0.000371615 | val_loss: 0.000372975 | Time: 1830.58 ms [2022-04-07 11:43:31 main:574] : INFO : Epoch 1780 | loss: 0.000377033 | val_loss: 0.000370062 | Time: 1835.88 ms [2022-04-07 11:43:33 main:574] : INFO : Epoch 1781 | loss: 0.000375375 | val_loss: 0.000369822 | Time: 1872.96 ms [2022-04-07 11:43:34 main:574] : INFO : Epoch 1782 | loss: 0.000374615 | val_loss: 0.000368698 | Time: 1833.33 ms [2022-04-07 11:43:36 main:574] : INFO : Epoch 1783 | loss: 0.000373721 | val_loss: 0.000369289 | Time: 1885.67 ms [2022-04-07 11:43:38 main:574] : INFO : Epoch 1784 | loss: 0.000374043 | val_loss: 0.000361633 | Time: 1815.71 ms [2022-04-07 11:43:40 main:574] : INFO : Epoch 1785 | loss: 0.00036713 | val_loss: 0.00037974 | Time: 1832.94 ms [2022-04-07 11:43:42 main:574] : INFO : Epoch 1786 | loss: 0.000428369 | val_loss: 0.00038274 | Time: 1823.78 ms [2022-04-07 11:43:44 main:574] : INFO : Epoch 1787 | loss: 0.000386214 | val_loss: 0.000385134 | Time: 1818.81 ms [2022-04-07 11:43:45 main:574] : INFO : Epoch 1788 | loss: 0.000379832 | val_loss: 0.000368308 | Time: 1853.52 ms [2022-04-07 11:43:47 main:574] : INFO : Epoch 1789 | loss: 0.00037045 | val_loss: 0.000365589 | Time: 1825.76 ms [2022-04-07 11:43:49 main:574] : INFO : Epoch 1790 | loss: 0.000370701 | val_loss: 0.000364402 | Time: 1842.74 ms [2022-04-07 11:43:51 main:574] : INFO : Epoch 1791 | loss: 0.000367867 | val_loss: 0.000362039 | Time: 1843.74 ms [2022-04-07 11:43:53 main:574] : INFO : Epoch 1792 | loss: 0.000369333 | val_loss: 0.000364124 | Time: 1866.06 ms [2022-04-07 11:43:55 main:574] : INFO : Epoch 1793 | loss: 0.000365885 | val_loss: 0.000360762 | Time: 1827.56 ms [2022-04-07 11:43:57 main:574] : INFO : Epoch 1794 | loss: 0.000363796 | val_loss: 0.000360851 | Time: 1823.39 ms [2022-04-07 11:43:58 main:574] : INFO : Epoch 1795 | loss: 0.000363464 | val_loss: 0.000360907 | Time: 1802.41 ms [2022-04-07 11:44:00 main:574] : INFO : Epoch 1796 | loss: 0.000363598 | val_loss: 0.000364721 | Time: 1880.46 ms [2022-04-07 11:44:02 main:574] : INFO : Epoch 1797 | loss: 0.000375504 | val_loss: 0.000378422 | Time: 1822.4 ms [2022-04-07 11:44:04 main:574] : INFO : Epoch 1798 | loss: 0.000373859 | val_loss: 0.000364301 | Time: 1798.38 ms [2022-04-07 11:44:06 main:574] : INFO : Epoch 1799 | loss: 0.000365314 | val_loss: 0.00036306 | Time: 1821.35 ms [2022-04-07 11:44:08 main:574] : INFO : Epoch 1800 | loss: 0.000364771 | val_loss: 0.000362857 | Time: 1817.59 ms [2022-04-07 11:44:09 main:574] : INFO : Epoch 1801 | loss: 0.00036675 | val_loss: 0.000363097 | Time: 1818.26 ms [2022-04-07 11:44:11 main:574] : INFO : Epoch 1802 | loss: 0.000364996 | val_loss: 0.000361894 | Time: 1815.26 ms [2022-04-07 11:44:13 main:574] : INFO : Epoch 1803 | loss: 0.000362346 | val_loss: 0.000360521 | Time: 1799.18 ms [2022-04-07 11:44:15 main:574] : INFO : Epoch 1804 | loss: 0.00036213 | val_loss: 0.000358925 | Time: 1820.24 ms [2022-04-07 11:44:17 main:574] : INFO : Epoch 1805 | loss: 0.000361139 | val_loss: 0.00035854 | Time: 1807.9 ms [2022-04-07 11:44:18 main:574] : INFO : Epoch 1806 | loss: 0.000361532 | val_loss: 0.00035886 | Time: 1816.64 ms [2022-04-07 11:44:20 main:574] : INFO : Epoch 1807 | loss: 0.000360284 | val_loss: 0.000356569 | Time: 1890.36 ms [2022-04-07 11:44:22 main:574] : INFO : Epoch 1808 | loss: 0.000358953 | val_loss: 0.000356262 | Time: 1807.46 ms [2022-04-07 11:44:24 main:574] : INFO : Epoch 1809 | loss: 0.000358521 | val_loss: 0.000355402 | Time: 1844.59 ms [2022-04-07 11:44:26 main:574] : INFO : Epoch 1810 | loss: 0.000359076 | val_loss: 0.000357791 | Time: 1906.27 ms [2022-04-07 11:44:28 main:574] : INFO : Epoch 1811 | loss: 0.000358431 | val_loss: 0.000355234 | Time: 1849.09 ms [2022-04-07 11:44:30 main:574] : INFO : Epoch 1812 | loss: 0.000356968 | val_loss: 0.000356365 | Time: 1859.12 ms [2022-04-07 11:44:32 main:574] : INFO : Epoch 1813 | loss: 0.000357229 | val_loss: 0.000358113 | Time: 1881.42 ms [2022-04-07 11:44:33 main:574] : INFO : Epoch 1814 | loss: 0.000358243 | val_loss: 0.000355193 | Time: 1815.23 ms [2022-04-07 11:44:35 main:574] : INFO : Epoch 1815 | loss: 0.000355991 | val_loss: 0.000353795 | Time: 1840.9 ms [2022-04-07 11:44:37 main:574] : INFO : Epoch 1816 | loss: 0.000356806 | val_loss: 0.000354287 | Time: 1860.65 ms [2022-04-07 11:44:39 main:574] : INFO : Epoch 1817 | loss: 0.000354844 | val_loss: 0.000352615 | Time: 1831.37 ms [2022-04-07 11:44:41 main:574] : INFO : Epoch 1818 | loss: 0.000354281 | val_loss: 0.000353323 | Time: 1832.6 ms [2022-04-07 11:44:43 main:574] : INFO : Epoch 1819 | loss: 0.00035386 | val_loss: 0.000352558 | Time: 1818.93 ms [2022-04-07 11:44:44 main:574] : INFO : Epoch 1820 | loss: 0.000353209 | val_loss: 0.000352006 | Time: 1820.25 ms [2022-04-07 11:44:46 main:574] : INFO : Epoch 1821 | loss: 0.00035374 | val_loss: 0.000350891 | Time: 1846.53 ms [2022-04-07 11:44:48 main:574] : INFO : Epoch 1822 | loss: 0.000352309 | val_loss: 0.000352873 | Time: 1818.5 ms [2022-04-07 11:44:50 main:574] : INFO : Epoch 1823 | loss: 0.000351886 | val_loss: 0.00034963 | Time: 1832.01 ms [2022-04-07 11:44:52 main:574] : INFO : Epoch 1824 | loss: 0.000353247 | val_loss: 0.000368049 | Time: 1826.27 ms [2022-04-07 11:44:54 main:574] : INFO : Epoch 1825 | loss: 0.000380786 | val_loss: 0.000403169 | Time: 1802.46 ms [2022-04-07 11:44:55 main:574] : INFO : Epoch 1826 | loss: 0.000408367 | val_loss: 0.000391859 | Time: 1816.66 ms [2022-04-07 11:44:57 main:574] : INFO : Epoch 1827 | loss: 0.000409489 | val_loss: 0.000453539 | Time: 1816.56 ms [2022-04-07 11:44:59 main:574] : INFO : Epoch 1828 | loss: 0.000447944 | val_loss: 0.000478023 | Time: 1818.56 ms [2022-04-07 11:45:01 main:574] : INFO : Epoch 1829 | loss: 0.000425556 | val_loss: 0.000389675 | Time: 1865.36 ms [2022-04-07 11:45:03 main:574] : INFO : Epoch 1830 | loss: 0.000400547 | val_loss: 0.000403117 | Time: 1806.98 ms [2022-04-07 11:45:05 main:574] : INFO : Epoch 1831 | loss: 0.000395558 | val_loss: 0.000383109 | Time: 1824.47 ms [2022-04-07 11:45:06 main:574] : INFO : Epoch 1832 | loss: 0.000384181 | val_loss: 0.000373791 | Time: 1813.17 ms [2022-04-07 11:45:08 main:574] : INFO : Epoch 1833 | loss: 0.000379576 | val_loss: 0.000373071 | Time: 1842.31 ms [2022-04-07 11:45:10 main:574] : INFO : Epoch 1834 | loss: 0.000378267 | val_loss: 0.000375676 | Time: 1832.04 ms [2022-04-07 11:45:12 main:574] : INFO : Epoch 1835 | loss: 0.00038015 | val_loss: 0.000375696 | Time: 1820.49 ms [2022-04-07 11:45:14 main:574] : INFO : Epoch 1836 | loss: 0.000378198 | val_loss: 0.000370296 | Time: 1846.55 ms [2022-04-07 11:45:16 main:574] : INFO : Epoch 1837 | loss: 0.000376076 | val_loss: 0.000374962 | Time: 1811.58 ms [2022-04-07 11:45:17 main:574] : INFO : Epoch 1838 | loss: 0.000381162 | val_loss: 0.000375331 | Time: 1834.39 ms [2022-04-07 11:45:19 main:574] : INFO : Epoch 1839 | loss: 0.000379167 | val_loss: 0.00037183 | Time: 1818.21 ms [2022-04-07 11:45:21 main:574] : INFO : Epoch 1840 | loss: 0.000368505 | val_loss: 0.000358999 | Time: 1813.54 ms [2022-04-07 11:45:23 main:574] : INFO : Epoch 1841 | loss: 0.000371152 | val_loss: 0.000364122 | Time: 1826.49 ms [2022-04-07 11:45:25 main:574] : INFO : Epoch 1842 | loss: 0.000367935 | val_loss: 0.000354817 | Time: 1808 ms [2022-04-07 11:45:27 main:574] : INFO : Epoch 1843 | loss: 0.000360057 | val_loss: 0.000347653 | Time: 1807.79 ms [2022-04-07 11:45:28 main:574] : INFO : Epoch 1844 | loss: 0.000356262 | val_loss: 0.000338863 | Time: 1826.45 ms [2022-04-07 11:45:30 main:574] : INFO : Epoch 1845 | loss: 0.000333009 | val_loss: 0.000324548 | Time: 1850.23 ms [2022-04-07 11:45:32 main:574] : INFO : Epoch 1846 | loss: 0.000325655 | val_loss: 0.000318987 | Time: 1823.09 ms [2022-04-07 11:45:34 main:574] : INFO : Epoch 1847 | loss: 0.000321905 | val_loss: 0.000316204 | Time: 1833.61 ms [2022-04-07 11:45:36 main:574] : INFO : Epoch 1848 | loss: 0.000317497 | val_loss: 0.000310352 | Time: 1804.05 ms [2022-04-07 11:45:38 main:574] : INFO : Epoch 1849 | loss: 0.000311204 | val_loss: 0.000305171 | Time: 1777.21 ms [2022-04-07 11:45:40 main:574] : INFO : Epoch 1850 | loss: 0.000308321 | val_loss: 0.000308406 | Time: 1951.94 ms [2022-04-07 11:45:41 main:574] : INFO : Epoch 1851 | loss: 0.000355302 | val_loss: 0.000407004 | Time: 1843.19 ms [2022-04-07 11:45:43 main:574] : INFO : Epoch 1852 | loss: 0.000375907 | val_loss: 0.000363442 | Time: 1814.69 ms [2022-04-07 11:45:45 main:574] : INFO : Epoch 1853 | loss: 0.000349701 | val_loss: 0.000342157 | Time: 1862.42 ms [2022-04-07 11:45:47 main:574] : INFO : Epoch 1854 | loss: 0.000328142 | val_loss: 0.000311139 | Time: 1850.44 ms [2022-04-07 11:45:49 main:574] : INFO : Epoch 1855 | loss: 0.000289291 | val_loss: 0.000241448 | Time: 1820.83 ms [2022-04-07 11:45:51 main:574] : INFO : Epoch 1856 | loss: 0.000189881 | val_loss: 0.000137569 | Time: 1807.77 ms [2022-04-07 11:45:52 main:574] : INFO : Epoch 1857 | loss: 0.000118009 | val_loss: 9.96296e-05 | Time: 1846.95 ms [2022-04-07 11:45:54 main:574] : INFO : Epoch 1858 | loss: 9.67252e-05 | val_loss: 9.03409e-05 | Time: 1821.78 ms [2022-04-07 11:45:56 main:574] : INFO : Epoch 1859 | loss: 9.26319e-05 | val_loss: 0.000103934 | Time: 1894.74 ms [2022-04-07 11:45:58 main:574] : INFO : Epoch 1860 | loss: 0.000115774 | val_loss: 0.000142111 | Time: 1859.34 ms [2022-04-07 11:46:00 main:574] : INFO : Epoch 1861 | loss: 0.000125971 | val_loss: 0.000112094 | Time: 1829.42 ms [2022-04-07 11:46:02 main:574] : INFO : Epoch 1862 | loss: 0.000100711 | val_loss: 9.39763e-05 | Time: 1829.49 ms [2022-04-07 11:46:04 main:574] : INFO : Epoch 1863 | loss: 9.22292e-05 | val_loss: 9.04281e-05 | Time: 1850.42 ms [2022-04-07 11:46:05 main:574] : INFO : Epoch 1864 | loss: 8.85519e-05 | val_loss: 8.62864e-05 | Time: 1843.72 ms [2022-04-07 11:46:07 main:574] : INFO : Epoch 1865 | loss: 8.18487e-05 | val_loss: 7.70978e-05 | Time: 1818.36 ms [2022-04-07 11:46:09 main:574] : INFO : Epoch 1866 | loss: 9.10023e-05 | val_loss: 7.75748e-05 | Time: 1849.94 ms [2022-04-07 11:46:11 main:574] : INFO : Epoch 1867 | loss: 9.58594e-05 | val_loss: 0.000102344 | Time: 1817.3 ms [2022-04-07 11:46:13 main:574] : INFO : Epoch 1868 | loss: 9.74744e-05 | val_loss: 7.55096e-05 | Time: 1821.62 ms [2022-04-07 11:46:15 main:574] : INFO : Epoch 1869 | loss: 7.71005e-05 | val_loss: 7.31029e-05 | Time: 1804.22 ms [2022-04-07 11:46:16 main:574] : INFO : Epoch 1870 | loss: 7.34272e-05 | val_loss: 7.11959e-05 | Time: 1828.92 ms [2022-04-07 11:46:18 main:574] : INFO : Epoch 1871 | loss: 7.0862e-05 | val_loss: 8.10822e-05 | Time: 1818.6 ms [2022-04-07 11:46:20 main:574] : INFO : Epoch 1872 | loss: 9.94688e-05 | val_loss: 8.35714e-05 | Time: 1810.71 ms [2022-04-07 11:46:22 main:574] : INFO : Epoch 1873 | loss: 8.54144e-05 | val_loss: 8.87956e-05 | Time: 1808.13 ms [2022-04-07 11:46:24 main:574] : INFO : Epoch 1874 | loss: 8.48962e-05 | val_loss: 9.00901e-05 | Time: 1794.26 ms [2022-04-07 11:46:25 main:574] : INFO : Epoch 1875 | loss: 8.71743e-05 | val_loss: 8.89385e-05 | Time: 1803.55 ms [2022-04-07 11:46:27 main:574] : INFO : Epoch 1876 | loss: 8.34583e-05 | val_loss: 8.46005e-05 | Time: 1791.03 ms [2022-04-07 11:46:29 main:574] : INFO : Epoch 1877 | loss: 7.90884e-05 | val_loss: 7.99184e-05 | Time: 1829.29 ms [2022-04-07 11:46:31 main:574] : INFO : Epoch 1878 | loss: 7.75906e-05 | val_loss: 8.05635e-05 | Time: 1832.04 ms [2022-04-07 11:46:33 main:574] : INFO : Epoch 1879 | loss: 7.70993e-05 | val_loss: 7.89857e-05 | Time: 1814.07 ms [2022-04-07 11:46:35 main:574] : INFO : Epoch 1880 | loss: 7.63129e-05 | val_loss: 7.79674e-05 | Time: 1790.99 ms [2022-04-07 11:46:36 main:574] : INFO : Epoch 1881 | loss: 7.50776e-05 | val_loss: 7.68588e-05 | Time: 1810.85 ms [2022-04-07 11:46:38 main:574] : INFO : Epoch 1882 | loss: 7.47286e-05 | val_loss: 7.63126e-05 | Time: 1817.37 ms [2022-04-07 11:46:40 main:574] : INFO : Epoch 1883 | loss: 7.41203e-05 | val_loss: 7.61066e-05 | Time: 1821.39 ms [2022-04-07 11:46:42 main:574] : INFO : Epoch 1884 | loss: 7.36431e-05 | val_loss: 7.62952e-05 | Time: 1810.1 ms [2022-04-07 11:46:44 main:574] : INFO : Epoch 1885 | loss: 7.30526e-05 | val_loss: 7.5333e-05 | Time: 1802.47 ms [2022-04-07 11:46:45 main:574] : INFO : Epoch 1886 | loss: 7.17694e-05 | val_loss: 7.53716e-05 | Time: 1807.36 ms [2022-04-07 11:46:47 main:574] : INFO : Epoch 1887 | loss: 7.16847e-05 | val_loss: 7.29639e-05 | Time: 1801.61 ms [2022-04-07 11:46:49 main:574] : INFO : Epoch 1888 | loss: 6.9809e-05 | val_loss: 7.03113e-05 | Time: 1757.9 ms [2022-04-07 11:46:51 main:574] : INFO : Epoch 1889 | loss: 6.88153e-05 | val_loss: 6.8864e-05 | Time: 1781.32 ms [2022-04-07 11:46:53 main:574] : INFO : Epoch 1890 | loss: 6.79287e-05 | val_loss: 6.73413e-05 | Time: 1813.76 ms [2022-04-07 11:46:54 main:574] : INFO : Epoch 1891 | loss: 6.69703e-05 | val_loss: 7.58049e-05 | Time: 1775.35 ms [2022-04-07 11:46:56 main:574] : INFO : Epoch 1892 | loss: 0.000116069 | val_loss: 8.33979e-05 | Time: 1829.63 ms [2022-04-07 11:46:58 main:574] : INFO : Epoch 1893 | loss: 0.000676788 | val_loss: 0.00039545 | Time: 1830.11 ms [2022-04-07 11:47:00 main:574] : INFO : Epoch 1894 | loss: 0.000415129 | val_loss: 0.000241731 | Time: 1861.61 ms [2022-04-07 11:47:02 main:574] : INFO : Epoch 1895 | loss: 0.000198594 | val_loss: 0.000161251 | Time: 1797.37 ms [2022-04-07 11:47:04 main:574] : INFO : Epoch 1896 | loss: 0.000165516 | val_loss: 0.00015221 | Time: 1860.82 ms [2022-04-07 11:47:06 main:574] : INFO : Epoch 1897 | loss: 0.000150139 | val_loss: 0.000138835 | Time: 1864.97 ms [2022-04-07 11:47:07 main:574] : INFO : Epoch 1898 | loss: 0.000140721 | val_loss: 0.000136218 | Time: 1791.13 ms [2022-04-07 11:47:09 main:574] : INFO : Epoch 1899 | loss: 0.000128342 | val_loss: 0.000125518 | Time: 1805.48 ms [2022-04-07 11:47:11 main:574] : INFO : Epoch 1900 | loss: 0.000144169 | val_loss: 0.000144079 | Time: 1810.21 ms [2022-04-07 11:47:13 main:574] : INFO : Epoch 1901 | loss: 0.000151626 | val_loss: 0.000131912 | Time: 1875.73 ms [2022-04-07 11:47:15 main:574] : INFO : Epoch 1902 | loss: 0.000126404 | val_loss: 0.0001074 | Time: 1845.96 ms [2022-04-07 11:47:17 main:574] : INFO : Epoch 1903 | loss: 0.000153214 | val_loss: 0.000444093 | Time: 2020.61 ms [2022-04-07 11:47:19 main:574] : INFO : Epoch 1904 | loss: 0.000227806 | val_loss: 0.000171151 | Time: 1791.51 ms [2022-04-07 11:47:20 main:574] : INFO : Epoch 1905 | loss: 0.000182696 | val_loss: 0.000154909 | Time: 1718.18 ms [2022-04-07 11:47:22 main:574] : INFO : Epoch 1906 | loss: 0.000153717 | val_loss: 0.000130892 | Time: 1719.88 ms [2022-04-07 11:47:24 main:574] : INFO : Epoch 1907 | loss: 0.000141464 | val_loss: 0.000139903 | Time: 1882.29 ms [2022-04-07 11:47:26 main:574] : INFO : Epoch 1908 | loss: 0.000138908 | val_loss: 0.000117025 | Time: 1846.85 ms [2022-04-07 11:47:28 main:574] : INFO : Epoch 1909 | loss: 0.000114199 | val_loss: 9.9165e-05 | Time: 1811.42 ms [2022-04-07 11:47:29 main:574] : INFO : Epoch 1910 | loss: 9.98025e-05 | val_loss: 9.54999e-05 | Time: 1737.8 ms [2022-04-07 11:47:31 main:574] : INFO : Epoch 1911 | loss: 9.52118e-05 | val_loss: 8.23177e-05 | Time: 1759.95 ms [2022-04-07 11:47:33 main:574] : INFO : Epoch 1912 | loss: 8.64842e-05 | val_loss: 8.15685e-05 | Time: 1785.04 ms [2022-04-07 11:47:35 main:574] : INFO : Epoch 1913 | loss: 8.33532e-05 | val_loss: 7.83878e-05 | Time: 1781.08 ms [2022-04-07 11:47:36 main:574] : INFO : Epoch 1914 | loss: 8.37307e-05 | val_loss: 8.2286e-05 | Time: 1780.74 ms [2022-04-07 11:47:38 main:574] : INFO : Epoch 1915 | loss: 8.18375e-05 | val_loss: 7.60991e-05 | Time: 1755.19 ms [2022-04-07 11:47:40 main:574] : INFO : Epoch 1916 | loss: 7.98181e-05 | val_loss: 8.30868e-05 | Time: 1737.9 ms [2022-04-07 11:47:42 main:574] : INFO : Epoch 1917 | loss: 8.25796e-05 | val_loss: 7.38497e-05 | Time: 1754.31 ms [2022-04-07 11:47:44 main:574] : INFO : Epoch 1918 | loss: 7.68146e-05 | val_loss: 7.80932e-05 | Time: 1782.38 ms [2022-04-07 11:47:45 main:574] : INFO : Epoch 1919 | loss: 7.9601e-05 | val_loss: 7.34721e-05 | Time: 1793.75 ms [2022-04-07 11:47:47 main:574] : INFO : Epoch 1920 | loss: 7.48801e-05 | val_loss: 7.07287e-05 | Time: 1780.78 ms [2022-04-07 11:47:49 main:574] : INFO : Epoch 1921 | loss: 7.40784e-05 | val_loss: 7.12348e-05 | Time: 1777.39 ms [2022-04-07 11:47:51 main:574] : INFO : Epoch 1922 | loss: 7.54991e-05 | val_loss: 6.97041e-05 | Time: 1752.6 ms [2022-04-07 11:47:53 main:574] : INFO : Epoch 1923 | loss: 7.35141e-05 | val_loss: 7.1031e-05 | Time: 1758.43 ms [2022-04-07 11:47:54 main:574] : INFO : Epoch 1924 | loss: 7.55044e-05 | val_loss: 7.42385e-05 | Time: 1751.39 ms [2022-04-07 11:47:56 main:574] : INFO : Epoch 1925 | loss: 7.84833e-05 | val_loss: 7.48088e-05 | Time: 1775.58 ms [2022-04-07 11:47:58 main:574] : INFO : Epoch 1926 | loss: 7.73093e-05 | val_loss: 7.0134e-05 | Time: 1775.22 ms [2022-04-07 11:48:00 main:574] : INFO : Epoch 1927 | loss: 7.35909e-05 | val_loss: 6.99432e-05 | Time: 1749.05 ms [2022-04-07 11:48:01 main:574] : INFO : Epoch 1928 | loss: 7.02082e-05 | val_loss: 6.75837e-05 | Time: 1769.93 ms [2022-04-07 11:48:03 main:574] : INFO : Epoch 1929 | loss: 7.02177e-05 | val_loss: 6.93362e-05 | Time: 1752.83 ms [2022-04-07 11:48:05 main:574] : INFO : Epoch 1930 | loss: 6.8943e-05 | val_loss: 6.64651e-05 | Time: 1778.85 ms [2022-04-07 11:48:07 main:574] : INFO : Epoch 1931 | loss: 6.75645e-05 | val_loss: 6.62486e-05 | Time: 1824.64 ms [2022-04-07 11:48:09 main:574] : INFO : Epoch 1932 | loss: 6.60596e-05 | val_loss: 6.65742e-05 | Time: 1785.75 ms [2022-04-07 11:48:10 main:574] : INFO : Epoch 1933 | loss: 6.68382e-05 | val_loss: 6.8627e-05 | Time: 1777.72 ms [2022-04-07 11:48:12 main:574] : INFO : Epoch 1934 | loss: 6.7681e-05 | val_loss: 6.60443e-05 | Time: 1752.26 ms [2022-04-07 11:48:14 main:574] : INFO : Epoch 1935 | loss: 6.64912e-05 | val_loss: 6.57293e-05 | Time: 1762.65 ms [2022-04-07 11:48:16 main:574] : INFO : Epoch 1936 | loss: 6.50268e-05 | val_loss: 6.39046e-05 | Time: 1771.41 ms [2022-04-07 11:48:17 main:574] : INFO : Epoch 1937 | loss: 6.51128e-05 | val_loss: 6.51519e-05 | Time: 1766.55 ms [2022-04-07 11:48:19 main:574] : INFO : Epoch 1938 | loss: 6.75102e-05 | val_loss: 6.9075e-05 | Time: 1775.62 ms [2022-04-07 11:48:21 main:574] : INFO : Epoch 1939 | loss: 6.66462e-05 | val_loss: 6.6635e-05 | Time: 1784 ms [2022-04-07 11:48:23 main:574] : INFO : Epoch 1940 | loss: 0.000159259 | val_loss: 0.000212037 | Time: 1776.17 ms [2022-04-07 11:48:25 main:574] : INFO : Epoch 1941 | loss: 0.0001366 | val_loss: 0.000101776 | Time: 1809.25 ms [2022-04-07 11:48:26 main:574] : INFO : Epoch 1942 | loss: 9.06902e-05 | val_loss: 8.18326e-05 | Time: 1821.79 ms [2022-04-07 11:48:28 main:574] : INFO : Epoch 1943 | loss: 7.9568e-05 | val_loss: 7.69286e-05 | Time: 1882.68 ms [2022-04-07 11:48:30 main:574] : INFO : Epoch 1944 | loss: 7.63624e-05 | val_loss: 7.70245e-05 | Time: 1853.97 ms [2022-04-07 11:48:32 main:574] : INFO : Epoch 1945 | loss: 7.47499e-05 | val_loss: 7.44216e-05 | Time: 1821.22 ms [2022-04-07 11:48:34 main:574] : INFO : Epoch 1946 | loss: 7.47582e-05 | val_loss: 7.76625e-05 | Time: 1741.9 ms [2022-04-07 11:48:36 main:574] : INFO : Epoch 1947 | loss: 7.3328e-05 | val_loss: 7.29125e-05 | Time: 1841.9 ms [2022-04-07 11:48:37 main:574] : INFO : Epoch 1948 | loss: 7.28611e-05 | val_loss: 8.41748e-05 | Time: 1770 ms [2022-04-07 11:48:39 main:574] : INFO : Epoch 1949 | loss: 7.43335e-05 | val_loss: 7.64489e-05 | Time: 1732.58 ms [2022-04-07 11:48:41 main:574] : INFO : Epoch 1950 | loss: 7.05573e-05 | val_loss: 6.7842e-05 | Time: 1750.47 ms [2022-04-07 11:48:43 main:574] : INFO : Epoch 1951 | loss: 6.92218e-05 | val_loss: 6.66122e-05 | Time: 1758.91 ms [2022-04-07 11:48:44 main:574] : INFO : Epoch 1952 | loss: 7.38181e-05 | val_loss: 7.4844e-05 | Time: 1773.05 ms [2022-04-07 11:48:46 main:574] : INFO : Epoch 1953 | loss: 7.31356e-05 | val_loss: 6.86503e-05 | Time: 1775.84 ms [2022-04-07 11:48:48 main:574] : INFO : Epoch 1954 | loss: 7.06641e-05 | val_loss: 7.30886e-05 | Time: 1739.26 ms [2022-04-07 11:48:50 main:574] : INFO : Epoch 1955 | loss: 7.26492e-05 | val_loss: 7.30011e-05 | Time: 1747.98 ms [2022-04-07 11:48:52 main:574] : INFO : Epoch 1956 | loss: 7.15608e-05 | val_loss: 7.13616e-05 | Time: 1764.98 ms [2022-04-07 11:48:53 main:574] : INFO : Epoch 1957 | loss: 7.00925e-05 | val_loss: 7.19156e-05 | Time: 1747.52 ms [2022-04-07 11:48:55 main:574] : INFO : Epoch 1958 | loss: 6.99821e-05 | val_loss: 7.66244e-05 | Time: 1952.59 ms [2022-04-07 11:48:57 main:574] : INFO : Epoch 1959 | loss: 7.94765e-05 | val_loss: 7.76977e-05 | Time: 1932.7 ms [2022-04-07 11:48:59 main:574] : INFO : Epoch 1960 | loss: 7.61395e-05 | val_loss: 7.2678e-05 | Time: 1795.32 ms [2022-04-07 11:49:01 main:574] : INFO : Epoch 1961 | loss: 6.99819e-05 | val_loss: 6.94528e-05 | Time: 1828.83 ms [2022-04-07 11:49:03 main:574] : INFO : Epoch 1962 | loss: 7.00856e-05 | val_loss: 7.13916e-05 | Time: 1863.78 ms [2022-04-07 11:49:05 main:574] : INFO : Epoch 1963 | loss: 7.7344e-05 | val_loss: 7.22898e-05 | Time: 1837.75 ms [2022-04-07 11:49:06 main:574] : INFO : Epoch 1964 | loss: 7.17541e-05 | val_loss: 7.22869e-05 | Time: 1737.65 ms [2022-04-07 11:49:08 main:574] : INFO : Epoch 1965 | loss: 7.1435e-05 | val_loss: 6.95404e-05 | Time: 1728.65 ms [2022-04-07 11:49:10 main:574] : INFO : Epoch 1966 | loss: 6.85739e-05 | val_loss: 6.9093e-05 | Time: 1812.82 ms [2022-04-07 11:49:12 main:574] : INFO : Epoch 1967 | loss: 7.44964e-05 | val_loss: 7.7494e-05 | Time: 1747.59 ms [2022-04-07 11:49:13 main:574] : INFO : Epoch 1968 | loss: 7.39692e-05 | val_loss: 7.09872e-05 | Time: 1848.61 ms [2022-04-07 11:49:15 main:574] : INFO : Epoch 1969 | loss: 6.8026e-05 | val_loss: 6.65671e-05 | Time: 1890.58 ms [2022-04-07 11:49:17 main:574] : INFO : Epoch 1970 | loss: 6.83732e-05 | val_loss: 6.69385e-05 | Time: 1818.24 ms [2022-04-07 11:49:19 main:574] : INFO : Epoch 1971 | loss: 7.20309e-05 | val_loss: 7.86596e-05 | Time: 1767.51 ms [2022-04-07 11:49:21 main:574] : INFO : Epoch 1972 | loss: 8.53578e-05 | val_loss: 9.6507e-05 | Time: 1761.11 ms [2022-04-07 11:49:22 main:574] : INFO : Epoch 1973 | loss: 8.90718e-05 | val_loss: 7.99241e-05 | Time: 1723.62 ms [2022-04-07 11:49:24 main:574] : INFO : Epoch 1974 | loss: 7.94115e-05 | val_loss: 7.32646e-05 | Time: 1746.38 ms [2022-04-07 11:49:26 main:574] : INFO : Epoch 1975 | loss: 7.74045e-05 | val_loss: 7.82171e-05 | Time: 1749.56 ms [2022-04-07 11:49:28 main:574] : INFO : Epoch 1976 | loss: 7.58646e-05 | val_loss: 6.89189e-05 | Time: 1767.58 ms [2022-04-07 11:49:30 main:574] : INFO : Epoch 1977 | loss: 6.75362e-05 | val_loss: 6.49276e-05 | Time: 1806.15 ms [2022-04-07 11:49:31 main:574] : INFO : Epoch 1978 | loss: 7.25206e-05 | val_loss: 6.80485e-05 | Time: 1765.83 ms [2022-04-07 11:49:33 main:574] : INFO : Epoch 1979 | loss: 6.97656e-05 | val_loss: 6.53697e-05 | Time: 1737.75 ms [2022-04-07 11:49:35 main:574] : INFO : Epoch 1980 | loss: 6.76384e-05 | val_loss: 6.66656e-05 | Time: 1711.89 ms [2022-04-07 11:49:37 main:574] : INFO : Epoch 1981 | loss: 6.95166e-05 | val_loss: 6.79423e-05 | Time: 1730.29 ms [2022-04-07 11:49:38 main:574] : INFO : Epoch 1982 | loss: 7.08275e-05 | val_loss: 6.94117e-05 | Time: 1756.63 ms [2022-04-07 11:49:40 main:574] : INFO : Epoch 1983 | loss: 7.25385e-05 | val_loss: 6.9728e-05 | Time: 1755.54 ms [2022-04-07 11:49:42 main:574] : INFO : Epoch 1984 | loss: 7.04266e-05 | val_loss: 6.95188e-05 | Time: 1723.06 ms [2022-04-07 11:49:44 main:574] : INFO : Epoch 1985 | loss: 7.11843e-05 | val_loss: 0.000111584 | Time: 1749.8 ms [2022-04-07 11:49:45 main:574] : INFO : Epoch 1986 | loss: 0.00011446 | val_loss: 9.08557e-05 | Time: 1748.18 ms [2022-04-07 11:49:47 main:574] : INFO : Epoch 1987 | loss: 9.22431e-05 | val_loss: 8.68046e-05 | Time: 1768.03 ms [2022-04-07 11:49:49 main:574] : INFO : Epoch 1988 | loss: 8.87825e-05 | val_loss: 8.38837e-05 | Time: 1775.29 ms [2022-04-07 11:49:51 main:574] : INFO : Epoch 1989 | loss: 8.0816e-05 | val_loss: 7.56792e-05 | Time: 1703.57 ms [2022-04-07 11:49:52 main:574] : INFO : Epoch 1990 | loss: 7.75272e-05 | val_loss: 7.13442e-05 | Time: 1729.65 ms [2022-04-07 11:49:54 main:574] : INFO : Epoch 1991 | loss: 9.84781e-05 | val_loss: 0.000104723 | Time: 1795.06 ms [2022-04-07 11:49:56 main:574] : INFO : Epoch 1992 | loss: 0.00010873 | val_loss: 9.86722e-05 | Time: 1725.26 ms [2022-04-07 11:49:58 main:574] : INFO : Epoch 1993 | loss: 9.859e-05 | val_loss: 9.05185e-05 | Time: 1783.28 ms [2022-04-07 11:49:59 main:574] : INFO : Epoch 1994 | loss: 9.16218e-05 | val_loss: 8.57077e-05 | Time: 1719.68 ms [2022-04-07 11:50:01 main:574] : INFO : Epoch 1995 | loss: 8.60288e-05 | val_loss: 8.85803e-05 | Time: 1796.65 ms [2022-04-07 11:50:03 main:574] : INFO : Epoch 1996 | loss: 8.26582e-05 | val_loss: 7.97154e-05 | Time: 1732.31 ms [2022-04-07 11:50:05 main:574] : INFO : Epoch 1997 | loss: 7.95944e-05 | val_loss: 7.91702e-05 | Time: 1729.28 ms [2022-04-07 11:50:06 main:574] : INFO : Epoch 1998 | loss: 7.8338e-05 | val_loss: 8.07068e-05 | Time: 1753.07 ms [2022-04-07 11:50:08 main:574] : INFO : Epoch 1999 | loss: 7.70659e-05 | val_loss: 7.60531e-05 | Time: 1779.07 ms [2022-04-07 11:50:10 main:574] : INFO : Epoch 2000 | loss: 7.44046e-05 | val_loss: 7.68703e-05 | Time: 1725.6 ms [2022-04-07 11:50:12 main:574] : INFO : Epoch 2001 | loss: 9.38085e-05 | val_loss: 7.61921e-05 | Time: 1697.28 ms [2022-04-07 11:50:13 main:574] : INFO : Epoch 2002 | loss: 0.000390313 | val_loss: 0.000203016 | Time: 1739.55 ms [2022-04-07 11:50:15 main:574] : INFO : Epoch 2003 | loss: 0.000157732 | val_loss: 0.00014993 | Time: 1744.84 ms [2022-04-07 11:50:17 main:574] : INFO : Epoch 2004 | loss: 0.00012947 | val_loss: 0.000111928 | Time: 1744.39 ms [2022-04-07 11:50:19 main:574] : INFO : Epoch 2005 | loss: 0.000116491 | val_loss: 0.000114189 | Time: 1725.3 ms [2022-04-07 11:50:20 main:574] : INFO : Epoch 2006 | loss: 0.000118425 | val_loss: 0.000102444 | Time: 1711.81 ms [2022-04-07 11:50:22 main:574] : INFO : Epoch 2007 | loss: 0.000110925 | val_loss: 9.97225e-05 | Time: 1737.19 ms [2022-04-07 11:50:24 main:574] : INFO : Epoch 2008 | loss: 0.000109695 | val_loss: 9.97439e-05 | Time: 1709.87 ms [2022-04-07 11:50:26 main:574] : INFO : Epoch 2009 | loss: 0.000107894 | val_loss: 0.000100094 | Time: 1730.6 ms [2022-04-07 11:50:27 main:574] : INFO : Epoch 2010 | loss: 0.000106418 | val_loss: 9.83189e-05 | Time: 1733.29 ms [2022-04-07 11:50:29 main:574] : INFO : Epoch 2011 | loss: 0.000108883 | val_loss: 0.000105221 | Time: 1750.13 ms [2022-04-07 11:50:31 main:574] : INFO : Epoch 2012 | loss: 0.000109419 | val_loss: 0.000101765 | Time: 1725.25 ms [2022-04-07 11:50:33 main:574] : INFO : Epoch 2013 | loss: 0.000107137 | val_loss: 9.5773e-05 | Time: 1758.81 ms [2022-04-07 11:50:34 main:574] : INFO : Epoch 2014 | loss: 0.000111112 | val_loss: 0.00010629 | Time: 1739.75 ms [2022-04-07 11:50:36 main:574] : INFO : Epoch 2015 | loss: 0.000116077 | val_loss: 0.000104615 | Time: 1759.32 ms [2022-04-07 11:50:38 main:574] : INFO : Epoch 2016 | loss: 0.000109117 | val_loss: 0.000102306 | Time: 1848.07 ms [2022-04-07 11:50:40 main:574] : INFO : Epoch 2017 | loss: 0.00010495 | val_loss: 9.88336e-05 | Time: 2275.57 ms [2022-04-07 11:50:42 main:574] : INFO : Epoch 2018 | loss: 0.000105074 | val_loss: 9.84944e-05 | Time: 1802.4 ms [2022-04-07 11:50:44 main:574] : INFO : Epoch 2019 | loss: 9.95285e-05 | val_loss: 9.65256e-05 | Time: 1768.4 ms [2022-04-07 11:50:46 main:574] : INFO : Epoch 2020 | loss: 9.83502e-05 | val_loss: 9.24118e-05 | Time: 1762.76 ms [2022-04-07 11:50:48 main:574] : INFO : Epoch 2021 | loss: 0.000100707 | val_loss: 0.000100667 | Time: 1887.87 ms [2022-04-07 11:50:50 main:574] : INFO : Epoch 2022 | loss: 9.84855e-05 | val_loss: 8.95562e-05 | Time: 1980.44 ms [2022-04-07 11:50:51 main:574] : INFO : Epoch 2023 | loss: 9.25414e-05 | val_loss: 8.45904e-05 | Time: 1739.19 ms [2022-04-07 11:50:53 main:574] : INFO : Epoch 2024 | loss: 7.97661e-05 | val_loss: 7.05128e-05 | Time: 1762.95 ms [2022-04-07 11:50:55 main:574] : INFO : Epoch 2025 | loss: 7.07014e-05 | val_loss: 6.80153e-05 | Time: 1699.31 ms [2022-04-07 11:50:57 main:574] : INFO : Epoch 2026 | loss: 7.13452e-05 | val_loss: 0.000102786 | Time: 1772.05 ms [2022-04-07 11:50:58 main:574] : INFO : Epoch 2027 | loss: 0.000271613 | val_loss: 0.000533392 | Time: 1811.28 ms [2022-04-07 11:51:00 main:574] : INFO : Epoch 2028 | loss: 0.000475153 | val_loss: 0.000245131 | Time: 1728.62 ms [2022-04-07 11:51:02 main:574] : INFO : Epoch 2029 | loss: 0.000175074 | val_loss: 0.00011101 | Time: 1749.53 ms [2022-04-07 11:51:04 main:574] : INFO : Epoch 2030 | loss: 0.000102222 | val_loss: 9.11397e-05 | Time: 1761.7 ms [2022-04-07 11:51:05 main:574] : INFO : Epoch 2031 | loss: 8.86451e-05 | val_loss: 9.16868e-05 | Time: 1811.12 ms [2022-04-07 11:51:07 main:574] : INFO : Epoch 2032 | loss: 8.87033e-05 | val_loss: 8.37837e-05 | Time: 1771.74 ms [2022-04-07 11:51:09 main:574] : INFO : Epoch 2033 | loss: 8.15493e-05 | val_loss: 7.7252e-05 | Time: 1786.89 ms [2022-04-07 11:51:11 main:574] : INFO : Epoch 2034 | loss: 7.61822e-05 | val_loss: 7.49274e-05 | Time: 1722.51 ms [2022-04-07 11:51:13 main:574] : INFO : Epoch 2035 | loss: 7.7612e-05 | val_loss: 7.4766e-05 | Time: 1768.99 ms [2022-04-07 11:51:14 main:574] : INFO : Epoch 2036 | loss: 7.5802e-05 | val_loss: 8.03783e-05 | Time: 1768.53 ms [2022-04-07 11:51:16 main:574] : INFO : Epoch 2037 | loss: 7.78567e-05 | val_loss: 7.57776e-05 | Time: 1737.59 ms [2022-04-07 11:51:18 main:574] : INFO : Epoch 2038 | loss: 7.66543e-05 | val_loss: 8.02474e-05 | Time: 1741.45 ms [2022-04-07 11:51:20 main:574] : INFO : Epoch 2039 | loss: 8.65207e-05 | val_loss: 8.90446e-05 | Time: 1742.94 ms [2022-04-07 11:51:21 main:574] : INFO : Epoch 2040 | loss: 9.0473e-05 | val_loss: 8.74436e-05 | Time: 1729.82 ms [2022-04-07 11:51:23 main:574] : INFO : Epoch 2041 | loss: 7.77511e-05 | val_loss: 7.23626e-05 | Time: 1758.32 ms [2022-04-07 11:51:25 main:574] : INFO : Epoch 2042 | loss: 7.37892e-05 | val_loss: 7.1004e-05 | Time: 1704.74 ms [2022-04-07 11:51:27 main:574] : INFO : Epoch 2043 | loss: 7.41629e-05 | val_loss: 7.10165e-05 | Time: 1752.71 ms [2022-04-07 11:51:28 main:574] : INFO : Epoch 2044 | loss: 7.31788e-05 | val_loss: 6.86677e-05 | Time: 1739.31 ms [2022-04-07 11:51:30 main:574] : INFO : Epoch 2045 | loss: 7.25431e-05 | val_loss: 7.08959e-05 | Time: 1755.41 ms [2022-04-07 11:51:32 main:574] : INFO : Epoch 2046 | loss: 7.44595e-05 | val_loss: 7.24727e-05 | Time: 1736.06 ms [2022-04-07 11:51:34 main:574] : INFO : Epoch 2047 | loss: 7.258e-05 | val_loss: 6.84303e-05 | Time: 1786.47 ms [2022-04-07 11:51:35 main:574] : INFO : Epoch 2048 | loss: 6.93733e-05 | val_loss: 6.93877e-05 | Time: 1782.07 ms [2022-04-07 11:51:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 6.93877e-05 [2022-04-07 11:51:35 main:603] : INFO : Saving end state to config to file [2022-04-07 11:51:35 main:608] : INFO : Success, exiting.. 11:51:35 (12156): 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)