Task 5374248
| Name | ParityMachine-1622595636-29197-3_1 |
| Workunit | 3222018 |
| Created | 18 Jun 2021, 22:30:24 UTC |
| Sent | 18 Jun 2021, 22:34:41 UTC |
| Report deadline | 25 Jun 2021, 22:34:41 UTC |
| Received | 19 Jun 2021, 9:09:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 2 min 47 sec |
| CPU time | 1 hours 2 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> | Time: 1829.06 ms [2021-06-19 03:54:11 main:581] : INFO : Epoch 1554 | loss: 0.00091305 | val_loss: 0.000938508 | Time: 1765.44 ms [2021-06-19 03:54:13 main:581] : INFO : Epoch 1555 | loss: 0.000873107 | val_loss: 0.000901012 | Time: 1827.32 ms [2021-06-19 03:54:15 main:581] : INFO : Epoch 1556 | loss: 0.00084257 | val_loss: 0.00088206 | Time: 1858.36 ms [2021-06-19 03:54:17 main:581] : INFO : Epoch 1557 | loss: 0.000828636 | val_loss: 0.000869333 | Time: 1836.59 ms [2021-06-19 03:54:19 main:581] : INFO : Epoch 1558 | loss: 0.000817075 | val_loss: 0.000859199 | Time: 1820.4 ms [2021-06-19 03:54:20 main:581] : INFO : Epoch 1559 | loss: 0.000807795 | val_loss: 0.00085175 | Time: 1823.23 ms [2021-06-19 03:54:22 main:581] : INFO : Epoch 1560 | loss: 0.000799741 | val_loss: 0.000845803 | Time: 1841.05 ms [2021-06-19 03:54:24 main:581] : INFO : Epoch 1561 | loss: 0.000793451 | val_loss: 0.000839919 | Time: 1849.26 ms [2021-06-19 03:54:26 main:581] : INFO : Epoch 1562 | loss: 0.000786507 | val_loss: 0.000833271 | Time: 1853.14 ms [2021-06-19 03:54:28 main:581] : INFO : Epoch 1563 | loss: 0.000778754 | val_loss: 0.000823101 | Time: 1828.06 ms [2021-06-19 03:54:30 main:581] : INFO : Epoch 1564 | loss: 0.000769168 | val_loss: 0.000814686 | Time: 1827.94 ms [2021-06-19 03:54:32 main:581] : INFO : Epoch 1565 | loss: 0.000760834 | val_loss: 0.000805487 | Time: 1832.58 ms [2021-06-19 03:54:33 main:581] : INFO : Epoch 1566 | loss: 0.000733082 | val_loss: 0.000716825 | Time: 1844.75 ms [2021-06-19 03:54:35 main:581] : INFO : Epoch 1567 | loss: 0.000663287 | val_loss: 0.000726835 | Time: 1839.05 ms [2021-06-19 03:54:37 main:581] : INFO : Epoch 1568 | loss: 0.000620863 | val_loss: 0.00064544 | Time: 1876.45 ms [2021-06-19 03:54:39 main:581] : INFO : Epoch 1569 | loss: 0.000597431 | val_loss: 0.000634338 | Time: 1841.8 ms [2021-06-19 03:54:41 main:581] : INFO : Epoch 1570 | loss: 0.00057944 | val_loss: 0.000615081 | Time: 1871.59 ms [2021-06-19 03:54:43 main:581] : INFO : Epoch 1571 | loss: 0.000565323 | val_loss: 0.000602862 | Time: 1823.8 ms [2021-06-19 03:54:44 main:581] : INFO : Epoch 1572 | loss: 0.000553767 | val_loss: 0.00059048 | Time: 1828.65 ms [2021-06-19 03:54:46 main:581] : INFO : Epoch 1573 | loss: 0.000545396 | val_loss: 0.00058266 | Time: 1833.08 ms [2021-06-19 03:54:48 main:581] : INFO : Epoch 1574 | loss: 0.000537359 | val_loss: 0.000576218 | Time: 1845.41 ms [2021-06-19 03:54:50 main:581] : INFO : Epoch 1575 | loss: 0.00053075 | val_loss: 0.000568347 | Time: 1804.1 ms [2021-06-19 03:54:52 main:581] : INFO : Epoch 1576 | loss: 0.000524457 | val_loss: 0.000562741 | Time: 1833.07 ms [2021-06-19 03:54:54 main:581] : INFO : Epoch 1577 | loss: 0.000519208 | val_loss: 0.000560656 | Time: 1825.57 ms [2021-06-19 03:54:55 main:581] : INFO : Epoch 1578 | loss: 0.00051438 | val_loss: 0.000553457 | Time: 1829.48 ms [2021-06-19 03:54:57 main:581] : INFO : Epoch 1579 | loss: 0.000507909 | val_loss: 0.000547576 | Time: 1829.99 ms [2021-06-19 03:54:59 main:581] : INFO : Epoch 1580 | loss: 0.000502329 | val_loss: 0.000542279 | Time: 1845.39 ms [2021-06-19 03:55:01 main:581] : INFO : Epoch 1581 | loss: 0.000497565 | val_loss: 0.000538386 | Time: 1845.22 ms [2021-06-19 03:55:03 main:581] : INFO : Epoch 1582 | loss: 0.000493239 | val_loss: 0.000533597 | Time: 1833.03 ms [2021-06-19 03:55:05 main:581] : INFO : Epoch 1583 | loss: 0.000488684 | val_loss: 0.000529738 | Time: 1841.99 ms [2021-06-19 03:55:06 main:581] : INFO : Epoch 1584 | loss: 0.000484833 | val_loss: 0.000526402 | Time: 1817.57 ms [2021-06-19 03:55:08 main:581] : INFO : Epoch 1585 | loss: 0.000481089 | val_loss: 0.000522518 | Time: 1839.31 ms [2021-06-19 03:55:10 main:581] : INFO : Epoch 1586 | loss: 0.000477607 | val_loss: 0.000519281 | Time: 1839.4 ms [2021-06-19 03:55:12 main:581] : INFO : Epoch 1587 | loss: 0.000476708 | val_loss: 0.000515612 | Time: 1845.47 ms [2021-06-19 03:55:14 main:581] : INFO : Epoch 1588 | loss: 0.000471798 | val_loss: 0.000512005 | Time: 1847.06 ms [2021-06-19 03:55:16 main:581] : INFO : Epoch 1589 | loss: 0.000468088 | val_loss: 0.000507162 | Time: 1842.39 ms [2021-06-19 03:55:18 main:581] : INFO : Epoch 1590 | loss: 0.000464961 | val_loss: 0.00050352 | Time: 1854.29 ms [2021-06-19 03:55:19 main:581] : INFO : Epoch 1591 | loss: 0.000461823 | val_loss: 0.000500865 | Time: 1846.29 ms [2021-06-19 03:55:21 main:581] : INFO : Epoch 1592 | loss: 0.000458669 | val_loss: 0.000497326 | Time: 1843.56 ms [2021-06-19 03:55:23 main:581] : INFO : Epoch 1593 | loss: 0.000455644 | val_loss: 0.000494323 | Time: 1873.37 ms [2021-06-19 03:55:25 main:581] : INFO : Epoch 1594 | loss: 0.000452879 | val_loss: 0.000491391 | Time: 1841.01 ms [2021-06-19 03:55:27 main:581] : INFO : Epoch 1595 | loss: 0.000449649 | val_loss: 0.000488654 | Time: 1826.21 ms [2021-06-19 03:55:29 main:581] : INFO : Epoch 1596 | loss: 0.000447089 | val_loss: 0.000486328 | Time: 1824.26 ms [2021-06-19 03:55:30 main:581] : INFO : Epoch 1597 | loss: 0.000448335 | val_loss: 0.000483703 | Time: 1819.26 ms [2021-06-19 03:55:32 main:581] : INFO : Epoch 1598 | loss: 0.000442676 | val_loss: 0.000480469 | Time: 1849.17 ms [2021-06-19 03:55:34 main:581] : INFO : Epoch 1599 | loss: 0.00043955 | val_loss: 0.000477563 | Time: 1842.28 ms [2021-06-19 03:55:36 main:581] : INFO : Epoch 1600 | loss: 0.000436271 | val_loss: 0.000473993 | Time: 1867.85 ms [2021-06-19 03:55:38 main:581] : INFO : Epoch 1601 | loss: 0.000434022 | val_loss: 0.000471758 | Time: 1826.19 ms [2021-06-19 03:55:40 main:581] : INFO : Epoch 1602 | loss: 0.000431234 | val_loss: 0.000468601 | Time: 1827.19 ms [2021-06-19 03:55:41 main:581] : INFO : Epoch 1603 | loss: 0.000428293 | val_loss: 0.000465883 | Time: 1818 ms [2021-06-19 03:55:43 main:581] : INFO : Epoch 1604 | loss: 0.000425982 | val_loss: 0.000463655 | Time: 1788.01 ms [2021-06-19 03:55:45 main:581] : INFO : Epoch 1605 | loss: 0.000423663 | val_loss: 0.000461657 | Time: 1789.86 ms [2021-06-19 03:55:47 main:581] : INFO : Epoch 1606 | loss: 0.000421645 | val_loss: 0.000460104 | Time: 1840.67 ms [2021-06-19 03:55:49 main:581] : INFO : Epoch 1607 | loss: 0.000419411 | val_loss: 0.000457495 | Time: 1834.03 ms [2021-06-19 03:55:50 main:581] : INFO : Epoch 1608 | loss: 0.000417605 | val_loss: 0.000455495 | Time: 1839.05 ms [2021-06-19 03:55:52 main:581] : INFO : Epoch 1609 | loss: 0.000415743 | val_loss: 0.00045407 | Time: 1831.42 ms [2021-06-19 03:55:54 main:581] : INFO : Epoch 1610 | loss: 0.000413769 | val_loss: 0.00045191 | Time: 1850.52 ms [2021-06-19 03:55:56 main:581] : INFO : Epoch 1611 | loss: 0.000412096 | val_loss: 0.000451268 | Time: 1878.44 ms [2021-06-19 03:55:58 main:581] : INFO : Epoch 1612 | loss: 0.000416027 | val_loss: 0.000450402 | Time: 1846.03 ms [2021-06-19 03:56:00 main:581] : INFO : Epoch 1613 | loss: 0.000410069 | val_loss: 0.000446919 | Time: 1841.4 ms [2021-06-19 03:56:02 main:581] : INFO : Epoch 1614 | loss: 0.000407044 | val_loss: 0.000445387 | Time: 1869 ms [2021-06-19 03:56:03 main:581] : INFO : Epoch 1615 | loss: 0.000404759 | val_loss: 0.000443098 | Time: 1780.46 ms [2021-06-19 03:56:05 main:581] : INFO : Epoch 1616 | loss: 0.000402925 | val_loss: 0.000441051 | Time: 1775.56 ms [2021-06-19 03:56:07 main:581] : INFO : Epoch 1617 | loss: 0.000400471 | val_loss: 0.000438615 | Time: 1830 ms [2021-06-19 03:56:09 main:581] : INFO : Epoch 1618 | loss: 0.00039893 | val_loss: 0.000438113 | Time: 1825.69 ms [2021-06-19 03:56:11 main:581] : INFO : Epoch 1619 | loss: 0.000397884 | val_loss: 0.000436306 | Time: 1820.54 ms [2021-06-19 03:56:12 main:581] : INFO : Epoch 1620 | loss: 0.000396554 | val_loss: 0.000435438 | Time: 1809.49 ms [2021-06-19 03:56:14 main:581] : INFO : Epoch 1621 | loss: 0.000395644 | val_loss: 0.000434637 | Time: 1823.32 ms [2021-06-19 03:56:16 main:581] : INFO : Epoch 1622 | loss: 0.000394557 | val_loss: 0.000433254 | Time: 1811.92 ms [2021-06-19 03:56:18 main:581] : INFO : Epoch 1623 | loss: 0.000393315 | val_loss: 0.000432057 | Time: 1822.91 ms [2021-06-19 03:56:20 main:581] : INFO : Epoch 1624 | loss: 0.000392618 | val_loss: 0.000431222 | Time: 1840.44 ms [2021-06-19 03:56:22 main:581] : INFO : Epoch 1625 | loss: 0.000391701 | val_loss: 0.000430024 | Time: 1831.41 ms [2021-06-19 03:56:23 main:581] : INFO : Epoch 1626 | loss: 0.000390813 | val_loss: 0.000429042 | Time: 1836.75 ms [2021-06-19 03:56:25 main:581] : INFO : Epoch 1627 | loss: 0.000390399 | val_loss: 0.000428222 | Time: 1837.58 ms [2021-06-19 03:56:27 main:581] : INFO : Epoch 1628 | loss: 0.000389512 | val_loss: 0.000427265 | Time: 1829.9 ms [2021-06-19 03:56:29 main:581] : INFO : Epoch 1629 | loss: 0.00038947 | val_loss: 0.00042696 | Time: 1838.9 ms [2021-06-19 03:56:31 main:581] : INFO : Epoch 1630 | loss: 0.000389288 | val_loss: 0.000426064 | Time: 1825.03 ms [2021-06-19 03:56:33 main:581] : INFO : Epoch 1631 | loss: 0.000388123 | val_loss: 0.000425448 | Time: 1851.43 ms [2021-06-19 03:56:34 main:581] : INFO : Epoch 1632 | loss: 0.000387418 | val_loss: 0.000424915 | Time: 1814.7 ms [2021-06-19 03:56:36 main:581] : INFO : Epoch 1633 | loss: 0.000386973 | val_loss: 0.000424336 | Time: 1845.07 ms [2021-06-19 03:56:38 main:581] : INFO : Epoch 1634 | loss: 0.000386829 | val_loss: 0.000424524 | Time: 1846.75 ms [2021-06-19 03:56:40 main:581] : INFO : Epoch 1635 | loss: 0.000387086 | val_loss: 0.000422627 | Time: 1836.18 ms [2021-06-19 03:56:42 main:581] : INFO : Epoch 1636 | loss: 0.00038548 | val_loss: 0.000422378 | Time: 1827.83 ms [2021-06-19 03:56:44 main:581] : INFO : Epoch 1637 | loss: 0.000384803 | val_loss: 0.000422075 | Time: 1881.29 ms [2021-06-19 03:56:46 main:581] : INFO : Epoch 1638 | loss: 0.000384702 | val_loss: 0.000421521 | Time: 1871.01 ms [2021-06-19 03:56:47 main:581] : INFO : Epoch 1639 | loss: 0.00038451 | val_loss: 0.000421719 | Time: 1845.62 ms [2021-06-19 03:56:49 main:581] : INFO : Epoch 1640 | loss: 0.000384377 | val_loss: 0.000422647 | Time: 1830.75 ms [2021-06-19 03:56:51 main:581] : INFO : Epoch 1641 | loss: 0.000385936 | val_loss: 0.000421165 | Time: 1822.43 ms [2021-06-19 03:56:53 main:581] : INFO : Epoch 1642 | loss: 0.000383786 | val_loss: 0.000420245 | Time: 1843.55 ms [2021-06-19 03:56:55 main:581] : INFO : Epoch 1643 | loss: 0.000383127 | val_loss: 0.000419872 | Time: 1845.42 ms [2021-06-19 03:56:57 main:581] : INFO : Epoch 1644 | loss: 0.000383047 | val_loss: 0.000419344 | Time: 1822.94 ms [2021-06-19 03:56:58 main:581] : INFO : Epoch 1645 | loss: 0.000382799 | val_loss: 0.000419813 | Time: 1835 ms [2021-06-19 03:57:00 main:581] : INFO : Epoch 1646 | loss: 0.000382997 | val_loss: 0.000419445 | Time: 1875.62 ms [2021-06-19 03:57:02 main:581] : INFO : Epoch 1647 | loss: 0.000382725 | val_loss: 0.000419804 | Time: 1855.44 ms [2021-06-19 03:57:04 main:581] : INFO : Epoch 1648 | loss: 0.00038449 | val_loss: 0.000421657 | Time: 1842.93 ms [2021-06-19 03:57:06 main:581] : INFO : Epoch 1649 | loss: 0.000383488 | val_loss: 0.000420502 | Time: 1848.77 ms [2021-06-19 03:57:08 main:581] : INFO : Epoch 1650 | loss: 0.000382728 | val_loss: 0.000419174 | Time: 1803.99 ms [2021-06-19 03:57:09 main:581] : INFO : Epoch 1651 | loss: 0.000381755 | val_loss: 0.00041849 | Time: 1858.43 ms [2021-06-19 03:57:11 main:581] : INFO : Epoch 1652 | loss: 0.000381349 | val_loss: 0.000418326 | Time: 1840.9 ms [2021-06-19 03:57:13 main:581] : INFO : Epoch 1653 | loss: 0.000381824 | val_loss: 0.000418497 | Time: 1828.21 ms [2021-06-19 03:57:15 main:581] : INFO : Epoch 1654 | loss: 0.000381537 | val_loss: 0.000419341 | Time: 1835.75 ms [2021-06-19 03:57:17 main:581] : INFO : Epoch 1655 | loss: 0.000382617 | val_loss: 0.000417895 | Time: 1860.1 ms [2021-06-19 03:57:19 main:581] : INFO : Epoch 1656 | loss: 0.000381196 | val_loss: 0.000417155 | Time: 1843.91 ms [2021-06-19 03:57:21 main:581] : INFO : Epoch 1657 | loss: 0.000380599 | val_loss: 0.000417783 | Time: 1835.63 ms [2021-06-19 03:57:22 main:581] : INFO : Epoch 1658 | loss: 0.000380977 | val_loss: 0.000416772 | Time: 1847.91 ms [2021-06-19 03:57:24 main:581] : INFO : Epoch 1659 | loss: 0.000381144 | val_loss: 0.000417362 | Time: 1845.03 ms [2021-06-19 03:57:26 main:581] : INFO : Epoch 1660 | loss: 0.00038177 | val_loss: 0.000422297 | Time: 1803.13 ms [2021-06-19 03:57:28 main:581] : INFO : Epoch 1661 | loss: 0.000383798 | val_loss: 0.000416795 | Time: 1842.51 ms [2021-06-19 03:57:30 main:581] : INFO : Epoch 1662 | loss: 0.000381156 | val_loss: 0.000416585 | Time: 1856.43 ms [2021-06-19 03:57:32 main:581] : INFO : Epoch 1663 | loss: 0.000380612 | val_loss: 0.000418821 | Time: 1901.44 ms [2021-06-19 03:57:33 main:581] : INFO : Epoch 1664 | loss: 0.000380042 | val_loss: 0.000416515 | Time: 1862.02 ms [2021-06-19 03:57:35 main:581] : INFO : Epoch 1665 | loss: 0.000379975 | val_loss: 0.000416173 | Time: 1805.2 ms [2021-06-19 03:57:37 main:581] : INFO : Epoch 1666 | loss: 0.000379787 | val_loss: 0.000416106 | Time: 1869.18 ms [2021-06-19 03:57:39 main:581] : INFO : Epoch 1667 | loss: 0.00037951 | val_loss: 0.000416014 | Time: 1844.19 ms [2021-06-19 03:57:41 main:581] : INFO : Epoch 1668 | loss: 0.000379161 | val_loss: 0.000415328 | Time: 1820.05 ms [2021-06-19 03:57:43 main:581] : INFO : Epoch 1669 | loss: 0.000379647 | val_loss: 0.000416658 | Time: 1836.01 ms [2021-06-19 03:57:44 main:581] : INFO : Epoch 1670 | loss: 0.000379731 | val_loss: 0.00041571 | Time: 1842.93 ms [2021-06-19 03:57:46 main:581] : INFO : Epoch 1671 | loss: 0.000378986 | val_loss: 0.000415297 | Time: 1828.29 ms [2021-06-19 03:57:48 main:581] : INFO : Epoch 1672 | loss: 0.00037917 | val_loss: 0.000415463 | Time: 1834.03 ms [2021-06-19 03:57:50 main:581] : INFO : Epoch 1673 | loss: 0.000379003 | val_loss: 0.000414784 | Time: 1867.59 ms [2021-06-19 03:57:52 main:581] : INFO : Epoch 1674 | loss: 0.000378745 | val_loss: 0.00041779 | Time: 1884.61 ms [2021-06-19 03:57:54 main:581] : INFO : Epoch 1675 | loss: 0.000382212 | val_loss: 0.000416365 | Time: 1818.79 ms [2021-06-19 03:57:56 main:581] : INFO : Epoch 1676 | loss: 0.000379702 | val_loss: 0.00041619 | Time: 1849.49 ms [2021-06-19 03:57:57 main:581] : INFO : Epoch 1677 | loss: 0.000379289 | val_loss: 0.000415578 | Time: 1832.43 ms [2021-06-19 03:57:59 main:581] : INFO : Epoch 1678 | loss: 0.000378726 | val_loss: 0.000414852 | Time: 1851.65 ms [2021-06-19 03:58:01 main:581] : INFO : Epoch 1679 | loss: 0.000378539 | val_loss: 0.000414781 | Time: 1874.41 ms [2021-06-19 03:58:03 main:581] : INFO : Epoch 1680 | loss: 0.000378197 | val_loss: 0.000413818 | Time: 1854.13 ms [2021-06-19 03:58:05 main:581] : INFO : Epoch 1681 | loss: 0.00037795 | val_loss: 0.000413701 | Time: 1782.07 ms [2021-06-19 03:58:07 main:581] : INFO : Epoch 1682 | loss: 0.000378064 | val_loss: 0.000416246 | Time: 1830.37 ms [2021-06-19 03:58:08 main:581] : INFO : Epoch 1683 | loss: 0.000378793 | val_loss: 0.000413445 | Time: 1832.52 ms [2021-06-19 03:58:10 main:581] : INFO : Epoch 1684 | loss: 0.000377944 | val_loss: 0.000414236 | Time: 1812.42 ms [2021-06-19 03:58:12 main:581] : INFO : Epoch 1685 | loss: 0.000378104 | val_loss: 0.000414181 | Time: 1835.14 ms [2021-06-19 03:58:14 main:581] : INFO : Epoch 1686 | loss: 0.000379415 | val_loss: 0.000415763 | Time: 1829.95 ms [2021-06-19 03:58:16 main:581] : INFO : Epoch 1687 | loss: 0.00038027 | val_loss: 0.000414243 | Time: 1818.82 ms [2021-06-19 03:58:18 main:581] : INFO : Epoch 1688 | loss: 0.000378346 | val_loss: 0.000414157 | Time: 1821.05 ms [2021-06-19 03:58:19 main:581] : INFO : Epoch 1689 | loss: 0.000378895 | val_loss: 0.000414075 | Time: 1875.86 ms [2021-06-19 03:58:21 main:581] : INFO : Epoch 1690 | loss: 0.000378785 | val_loss: 0.000416867 | Time: 1865.24 ms [2021-06-19 03:58:23 main:581] : INFO : Epoch 1691 | loss: 0.000378624 | val_loss: 0.000413442 | Time: 1884.4 ms [2021-06-19 03:58:25 main:581] : INFO : Epoch 1692 | loss: 0.000378037 | val_loss: 0.00041326 | Time: 1855.31 ms [2021-06-19 03:58:27 main:581] : INFO : Epoch 1693 | loss: 0.000378772 | val_loss: 0.00041397 | Time: 1841.67 ms [2021-06-19 03:58:29 main:581] : INFO : Epoch 1694 | loss: 0.000377787 | val_loss: 0.000412622 | Time: 1846.18 ms [2021-06-19 03:58:31 main:581] : INFO : Epoch 1695 | loss: 0.000379462 | val_loss: 0.000413419 | Time: 1838.17 ms [2021-06-19 03:58:32 main:581] : INFO : Epoch 1696 | loss: 0.000379535 | val_loss: 0.000414 | Time: 1828.63 ms [2021-06-19 03:58:34 main:581] : INFO : Epoch 1697 | loss: 0.000380746 | val_loss: 0.000414293 | Time: 1843.19 ms [2021-06-19 03:58:36 main:581] : INFO : Epoch 1698 | loss: 0.000379362 | val_loss: 0.00041454 | Time: 1839.9 ms [2021-06-19 03:58:38 main:581] : INFO : Epoch 1699 | loss: 0.00037796 | val_loss: 0.000412467 | Time: 1825.78 ms [2021-06-19 03:58:40 main:581] : INFO : Epoch 1700 | loss: 0.000377622 | val_loss: 0.000413087 | Time: 1847.65 ms [2021-06-19 03:58:42 main:581] : INFO : Epoch 1701 | loss: 0.000377003 | val_loss: 0.000412104 | Time: 1836.39 ms [2021-06-19 03:58:43 main:581] : INFO : Epoch 1702 | loss: 0.000377556 | val_loss: 0.000413886 | Time: 1885.86 ms [2021-06-19 03:58:45 main:581] : INFO : Epoch 1703 | loss: 0.000381274 | val_loss: 0.000418659 | Time: 1851.74 ms [2021-06-19 03:58:47 main:581] : INFO : Epoch 1704 | loss: 0.000379882 | val_loss: 0.000412734 | Time: 1828.35 ms [2021-06-19 03:58:49 main:581] : INFO : Epoch 1705 | loss: 0.00037731 | val_loss: 0.000412219 | Time: 1864.95 ms [2021-06-19 03:58:51 main:581] : INFO : Epoch 1706 | loss: 0.000376856 | val_loss: 0.000412064 | Time: 1873.44 ms [2021-06-19 03:58:53 main:581] : INFO : Epoch 1707 | loss: 0.000377389 | val_loss: 0.000411366 | Time: 1855.53 ms [2021-06-19 03:58:55 main:581] : INFO : Epoch 1708 | loss: 0.000377612 | val_loss: 0.000411681 | Time: 1833.59 ms [2021-06-19 03:58:56 main:581] : INFO : Epoch 1709 | loss: 0.000376809 | val_loss: 0.000411837 | Time: 1862.01 ms [2021-06-19 03:58:58 main:581] : INFO : Epoch 1710 | loss: 0.000379886 | val_loss: 0.000420413 | Time: 1837.43 ms [2021-06-19 03:59:00 main:581] : INFO : Epoch 1711 | loss: 0.000380846 | val_loss: 0.000413218 | Time: 1859.62 ms [2021-06-19 03:59:02 main:581] : INFO : Epoch 1712 | loss: 0.00037757 | val_loss: 0.000411184 | Time: 1843.65 ms [2021-06-19 03:59:04 main:581] : INFO : Epoch 1713 | loss: 0.000377343 | val_loss: 0.000413714 | Time: 1813.62 ms [2021-06-19 03:59:06 main:581] : INFO : Epoch 1714 | loss: 0.000378415 | val_loss: 0.00041342 | Time: 1867.5 ms [2021-06-19 03:59:07 main:581] : INFO : Epoch 1715 | loss: 0.000377359 | val_loss: 0.0004108 | Time: 1833.77 ms [2021-06-19 03:59:09 main:581] : INFO : Epoch 1716 | loss: 0.000376224 | val_loss: 0.000410324 | Time: 1826.33 ms [2021-06-19 03:59:11 main:581] : INFO : Epoch 1717 | loss: 0.000378356 | val_loss: 0.000413363 | Time: 1800.75 ms [2021-06-19 03:59:13 main:581] : INFO : Epoch 1718 | loss: 0.000376791 | val_loss: 0.000410667 | Time: 1843.64 ms [2021-06-19 03:59:15 main:581] : INFO : Epoch 1719 | loss: 0.00037773 | val_loss: 0.000411107 | Time: 1840.11 ms [2021-06-19 03:59:17 main:581] : INFO : Epoch 1720 | loss: 0.000376779 | val_loss: 0.000410274 | Time: 1834.91 ms [2021-06-19 03:59:18 main:581] : INFO : Epoch 1721 | loss: 0.000377665 | val_loss: 0.000413857 | Time: 1828.72 ms [2021-06-19 03:59:20 main:581] : INFO : Epoch 1722 | loss: 0.000379234 | val_loss: 0.000417516 | Time: 1833.39 ms [2021-06-19 03:59:22 main:581] : INFO : Epoch 1723 | loss: 0.000379974 | val_loss: 0.000410515 | Time: 1809.76 ms [2021-06-19 03:59:24 main:581] : INFO : Epoch 1724 | loss: 0.000377707 | val_loss: 0.000411666 | Time: 1833.37 ms [2021-06-19 03:59:26 main:581] : INFO : Epoch 1725 | loss: 0.000376602 | val_loss: 0.000409768 | Time: 1841.56 ms [2021-06-19 03:59:28 main:581] : INFO : Epoch 1726 | loss: 0.000378815 | val_loss: 0.00041874 | Time: 1851.25 ms [2021-06-19 03:59:29 main:581] : INFO : Epoch 1727 | loss: 0.000378087 | val_loss: 0.000409238 | Time: 1818.07 ms [2021-06-19 03:59:31 main:581] : INFO : Epoch 1728 | loss: 0.000377155 | val_loss: 0.000413163 | Time: 1876.28 ms [2021-06-19 03:59:33 main:581] : INFO : Epoch 1729 | loss: 0.000381192 | val_loss: 0.000414762 | Time: 1833.5 ms [2021-06-19 03:59:35 main:581] : INFO : Epoch 1730 | loss: 0.000379189 | val_loss: 0.000409291 | Time: 1830.48 ms [2021-06-19 03:59:37 main:581] : INFO : Epoch 1731 | loss: 0.000375353 | val_loss: 0.000410322 | Time: 1828.41 ms [2021-06-19 03:59:39 main:581] : INFO : Epoch 1732 | loss: 0.000375762 | val_loss: 0.00040993 | Time: 1869.61 ms [2021-06-19 03:59:41 main:581] : INFO : Epoch 1733 | loss: 0.00037512 | val_loss: 0.000409278 | Time: 1875.86 ms [2021-06-19 03:59:42 main:581] : INFO : Epoch 1734 | loss: 0.000375049 | val_loss: 0.000409013 | Time: 1894.17 ms [2021-06-19 03:59:44 main:581] : INFO : Epoch 1735 | loss: 0.000375422 | val_loss: 0.000409501 | Time: 1879.56 ms [2021-06-19 03:59:46 main:581] : INFO : Epoch 1736 | loss: 0.000375513 | val_loss: 0.000410385 | Time: 1822.95 ms [2021-06-19 03:59:48 main:581] : INFO : Epoch 1737 | loss: 0.00037637 | val_loss: 0.0004147 | Time: 1846.24 ms [2021-06-19 03:59:50 main:581] : INFO : Epoch 1738 | loss: 0.000379024 | val_loss: 0.000411441 | Time: 1843.47 ms [2021-06-19 03:59:52 main:581] : INFO : Epoch 1739 | loss: 0.00037585 | val_loss: 0.00040894 | Time: 1822.2 ms [2021-06-19 03:59:54 main:581] : INFO : Epoch 1740 | loss: 0.00037462 | val_loss: 0.00040844 | Time: 1821.46 ms [2021-06-19 03:59:55 main:581] : INFO : Epoch 1741 | loss: 0.000375293 | val_loss: 0.000411481 | Time: 1838.08 ms [2021-06-19 03:59:57 main:581] : INFO : Epoch 1742 | loss: 0.000378724 | val_loss: 0.000417265 | Time: 1875.82 ms [2021-06-19 03:59:59 main:581] : INFO : Epoch 1743 | loss: 0.000379864 | val_loss: 0.000409766 | Time: 1843.51 ms [2021-06-19 04:00:01 main:581] : INFO : Epoch 1744 | loss: 0.000375898 | val_loss: 0.000409629 | Time: 1833.21 ms [2021-06-19 04:00:03 main:581] : INFO : Epoch 1745 | loss: 0.000376101 | val_loss: 0.000410307 | Time: 1832.51 ms [2021-06-19 04:00:05 main:581] : INFO : Epoch 1746 | loss: 0.000375034 | val_loss: 0.000409774 | Time: 1833.36 ms [2021-06-19 04:00:06 main:581] : INFO : Epoch 1747 | loss: 0.000374508 | val_loss: 0.000408396 | Time: 1838.64 ms [2021-06-19 04:00:08 main:581] : INFO : Epoch 1748 | loss: 0.00037587 | val_loss: 0.000410086 | Time: 1869.35 ms [2021-06-19 04:00:10 main:581] : INFO : Epoch 1749 | loss: 0.000378576 | val_loss: 0.000417323 | Time: 1888.64 ms [2021-06-19 04:00:12 main:581] : INFO : Epoch 1750 | loss: 0.000379046 | val_loss: 0.000409263 | Time: 1839.68 ms [2021-06-19 04:00:14 main:581] : INFO : Epoch 1751 | loss: 0.000375004 | val_loss: 0.000408305 | Time: 1824.76 ms [2021-06-19 04:00:16 main:581] : INFO : Epoch 1752 | loss: 0.00037437 | val_loss: 0.000410776 | Time: 1821.7 ms [2021-06-19 04:00:18 main:581] : INFO : Epoch 1753 | loss: 0.000375544 | val_loss: 0.000408001 | Time: 1879.87 ms [2021-06-19 04:00:19 main:581] : INFO : Epoch 1754 | loss: 0.000375448 | val_loss: 0.000411906 | Time: 1837.09 ms [2021-06-19 04:00:21 main:581] : INFO : Epoch 1755 | loss: 0.000376037 | val_loss: 0.000407454 | Time: 1840.04 ms [2021-06-19 04:00:23 main:581] : INFO : Epoch 1756 | loss: 0.000376068 | val_loss: 0.00041079 | Time: 1828.98 ms [2021-06-19 04:00:25 main:581] : INFO : Epoch 1757 | loss: 0.000374481 | val_loss: 0.000408459 | Time: 1834.72 ms [2021-06-19 04:00:27 main:581] : INFO : Epoch 1758 | loss: 0.000373926 | val_loss: 0.000408217 | Time: 1845.04 ms [2021-06-19 04:00:29 main:581] : INFO : Epoch 1759 | loss: 0.000374911 | val_loss: 0.000409485 | Time: 1827.01 ms [2021-06-19 04:00:30 main:581] : INFO : Epoch 1760 | loss: 0.000375698 | val_loss: 0.000413836 | Time: 1868.96 ms [2021-06-19 04:00:32 main:581] : INFO : Epoch 1761 | loss: 0.000376045 | val_loss: 0.000410142 | Time: 1806.71 ms [2021-06-19 04:00:34 main:581] : INFO : Epoch 1762 | loss: 0.000375549 | val_loss: 0.000409408 | Time: 1822.69 ms [2021-06-19 04:00:36 main:581] : INFO : Epoch 1763 | loss: 0.000438803 | val_loss: 0.00123389 | Time: 1822.26 ms [2021-06-19 04:00:38 main:581] : INFO : Epoch 1764 | loss: 0.000854851 | val_loss: 0.000546039 | Time: 1865.99 ms [2021-06-19 04:00:40 main:581] : INFO : Epoch 1765 | loss: 0.000449646 | val_loss: 0.000440675 | Time: 1866.39 ms [2021-06-19 04:00:41 main:581] : INFO : Epoch 1766 | loss: 0.000397286 | val_loss: 0.000422568 | Time: 1833.25 ms [2021-06-19 04:00:43 main:581] : INFO : Epoch 1767 | loss: 0.000381166 | val_loss: 0.00041218 | Time: 1813.78 ms [2021-06-19 04:00:45 main:581] : INFO : Epoch 1768 | loss: 0.000375553 | val_loss: 0.000408036 | Time: 1833.83 ms [2021-06-19 04:00:47 main:581] : INFO : Epoch 1769 | loss: 0.000372324 | val_loss: 0.000405175 | Time: 1844.1 ms [2021-06-19 04:00:49 main:581] : INFO : Epoch 1770 | loss: 0.000369074 | val_loss: 0.00040105 | Time: 1845.09 ms [2021-06-19 04:00:51 main:581] : INFO : Epoch 1771 | loss: 0.000364835 | val_loss: 0.000395835 | Time: 1840.16 ms [2021-06-19 04:00:52 main:581] : INFO : Epoch 1772 | loss: 0.000358091 | val_loss: 0.000386311 | Time: 1861.25 ms [2021-06-19 04:00:54 main:581] : INFO : Epoch 1773 | loss: 0.000347984 | val_loss: 0.000374029 | Time: 1886.19 ms [2021-06-19 04:00:56 main:581] : INFO : Epoch 1774 | loss: 0.000336191 | val_loss: 0.000360904 | Time: 1825.79 ms [2021-06-19 04:00:58 main:581] : INFO : Epoch 1775 | loss: 0.000324691 | val_loss: 0.000349656 | Time: 1827.3 ms [2021-06-19 04:01:00 main:581] : INFO : Epoch 1776 | loss: 0.000315228 | val_loss: 0.000340712 | Time: 1827.18 ms [2021-06-19 04:01:02 main:581] : INFO : Epoch 1777 | loss: 0.000308087 | val_loss: 0.000334166 | Time: 1825.85 ms [2021-06-19 04:01:04 main:581] : INFO : Epoch 1778 | loss: 0.000302835 | val_loss: 0.000329433 | Time: 1861.26 ms [2021-06-19 04:01:05 main:581] : INFO : Epoch 1779 | loss: 0.000299278 | val_loss: 0.000326036 | Time: 1862.98 ms [2021-06-19 04:01:07 main:581] : INFO : Epoch 1780 | loss: 0.000296799 | val_loss: 0.000323874 | Time: 1820.1 ms [2021-06-19 04:01:09 main:581] : INFO : Epoch 1781 | loss: 0.000294574 | val_loss: 0.000322001 | Time: 1821.54 ms [2021-06-19 04:01:11 main:581] : INFO : Epoch 1782 | loss: 0.000293023 | val_loss: 0.000320288 | Time: 1836.66 ms [2021-06-19 04:01:13 main:581] : INFO : Epoch 1783 | loss: 0.000292155 | val_loss: 0.000319912 | Time: 1832.18 ms [2021-06-19 04:01:15 main:581] : INFO : Epoch 1784 | loss: 0.000290916 | val_loss: 0.000318405 | Time: 1833.33 ms [2021-06-19 04:01:16 main:581] : INFO : Epoch 1785 | loss: 0.000290069 | val_loss: 0.000317973 | Time: 1819.77 ms [2021-06-19 04:01:18 main:581] : INFO : Epoch 1786 | loss: 0.000289538 | val_loss: 0.000316596 | Time: 1835.27 ms [2021-06-19 04:01:20 main:581] : INFO : Epoch 1787 | loss: 0.000288715 | val_loss: 0.000316119 | Time: 1843.22 ms [2021-06-19 04:01:22 main:581] : INFO : Epoch 1788 | loss: 0.00028859 | val_loss: 0.00031592 | Time: 1845.2 ms [2021-06-19 04:01:24 main:581] : INFO : Epoch 1789 | loss: 0.000288029 | val_loss: 0.000315567 | Time: 1839.77 ms [2021-06-19 04:01:26 main:581] : INFO : Epoch 1790 | loss: 0.000287545 | val_loss: 0.000314735 | Time: 1813.74 ms [2021-06-19 04:01:27 main:581] : INFO : Epoch 1791 | loss: 0.00028804 | val_loss: 0.000314084 | Time: 1842.09 ms [2021-06-19 04:01:29 main:581] : INFO : Epoch 1792 | loss: 0.00028728 | val_loss: 0.00031391 | Time: 1830.01 ms [2021-06-19 04:01:31 main:581] : INFO : Epoch 1793 | loss: 0.000286238 | val_loss: 0.000313459 | Time: 1794.73 ms [2021-06-19 04:01:33 main:581] : INFO : Epoch 1794 | loss: 0.000286101 | val_loss: 0.000313326 | Time: 1827.23 ms [2021-06-19 04:01:35 main:581] : INFO : Epoch 1795 | loss: 0.000285898 | val_loss: 0.000312992 | Time: 1822.15 ms [2021-06-19 04:01:36 main:581] : INFO : Epoch 1796 | loss: 0.000285677 | val_loss: 0.000312541 | Time: 1822.99 ms [2021-06-19 04:01:38 main:581] : INFO : Epoch 1797 | loss: 0.000285749 | val_loss: 0.000312542 | Time: 1815.25 ms [2021-06-19 04:01:40 main:581] : INFO : Epoch 1798 | loss: 0.000285406 | val_loss: 0.000313144 | Time: 1826.4 ms [2021-06-19 04:01:42 main:581] : INFO : Epoch 1799 | loss: 0.00028506 | val_loss: 0.000311846 | Time: 1829.17 ms [2021-06-19 04:01:44 main:581] : INFO : Epoch 1800 | loss: 0.000284358 | val_loss: 0.000312026 | Time: 1830.66 ms [2021-06-19 04:01:46 main:581] : INFO : Epoch 1801 | loss: 0.000284497 | val_loss: 0.000311302 | Time: 1842.65 ms [2021-06-19 04:01:47 main:581] : INFO : Epoch 1802 | loss: 0.000284273 | val_loss: 0.000311636 | Time: 1846.18 ms [2021-06-19 04:01:49 main:581] : INFO : Epoch 1803 | loss: 0.000283829 | val_loss: 0.000311287 | Time: 1898.07 ms [2021-06-19 04:01:51 main:581] : INFO : Epoch 1804 | loss: 0.000283922 | val_loss: 0.000311159 | Time: 1881.79 ms [2021-06-19 04:01:53 main:581] : INFO : Epoch 1805 | loss: 0.000283606 | val_loss: 0.000310458 | Time: 1885.55 ms [2021-06-19 04:01:55 main:581] : INFO : Epoch 1806 | loss: 0.000283223 | val_loss: 0.000310348 | Time: 1818.21 ms [2021-06-19 04:01:57 main:581] : INFO : Epoch 1807 | loss: 0.000283236 | val_loss: 0.000310556 | Time: 1813.68 ms [2021-06-19 04:01:59 main:581] : INFO : Epoch 1808 | loss: 0.000285529 | val_loss: 0.000312896 | Time: 1766.37 ms [2021-06-19 04:02:00 main:581] : INFO : Epoch 1809 | loss: 0.000287801 | val_loss: 0.000312203 | Time: 1837.19 ms [2021-06-19 04:02:02 main:581] : INFO : Epoch 1810 | loss: 0.00028398 | val_loss: 0.000309608 | Time: 1863.47 ms [2021-06-19 04:02:04 main:581] : INFO : Epoch 1811 | loss: 0.000284118 | val_loss: 0.000310094 | Time: 1854.77 ms [2021-06-19 04:02:06 main:581] : INFO : Epoch 1812 | loss: 0.000282309 | val_loss: 0.000309005 | Time: 1866.95 ms [2021-06-19 04:02:08 main:581] : INFO : Epoch 1813 | loss: 0.000281877 | val_loss: 0.000309845 | Time: 1826.04 ms [2021-06-19 04:02:10 main:581] : INFO : Epoch 1814 | loss: 0.000282836 | val_loss: 0.000310542 | Time: 1822.11 ms [2021-06-19 04:02:11 main:581] : INFO : Epoch 1815 | loss: 0.000282496 | val_loss: 0.000309267 | Time: 1832.2 ms [2021-06-19 04:02:13 main:581] : INFO : Epoch 1816 | loss: 0.000281472 | val_loss: 0.000308407 | Time: 1816.76 ms [2021-06-19 04:02:15 main:581] : INFO : Epoch 1817 | loss: 0.000284458 | val_loss: 0.000317847 | Time: 1814.7 ms [2021-06-19 04:02:17 main:581] : INFO : Epoch 1818 | loss: 0.000283672 | val_loss: 0.000308687 | Time: 1827.33 ms [2021-06-19 04:02:19 main:581] : INFO : Epoch 1819 | loss: 0.000281334 | val_loss: 0.000307946 | Time: 1825.28 ms [2021-06-19 04:02:21 main:581] : INFO : Epoch 1820 | loss: 0.000281239 | val_loss: 0.000309582 | Time: 1835.11 ms [2021-06-19 04:02:22 main:581] : INFO : Epoch 1821 | loss: 0.000281334 | val_loss: 0.000308148 | Time: 1840.46 ms [2021-06-19 04:02:24 main:581] : INFO : Epoch 1822 | loss: 0.000280976 | val_loss: 0.000313041 | Time: 1827.95 ms [2021-06-19 04:02:26 main:581] : INFO : Epoch 1823 | loss: 0.000283854 | val_loss: 0.000307983 | Time: 1838.19 ms [2021-06-19 04:02:28 main:581] : INFO : Epoch 1824 | loss: 0.000280838 | val_loss: 0.000309987 | Time: 1850.64 ms [2021-06-19 04:02:30 main:581] : INFO : Epoch 1825 | loss: 0.000284274 | val_loss: 0.000318862 | Time: 1848.67 ms [2021-06-19 04:02:32 main:581] : INFO : Epoch 1826 | loss: 0.000286397 | val_loss: 0.000320336 | Time: 1839.46 ms [2021-06-19 04:02:33 main:581] : INFO : Epoch 1827 | loss: 0.000283729 | val_loss: 0.000307485 | Time: 1845.53 ms [2021-06-19 04:02:35 main:581] : INFO : Epoch 1828 | loss: 0.000280126 | val_loss: 0.000308988 | Time: 1884.85 ms [2021-06-19 04:02:37 main:581] : INFO : Epoch 1829 | loss: 0.000280276 | val_loss: 0.000306776 | Time: 1876.91 ms [2021-06-19 04:02:39 main:581] : INFO : Epoch 1830 | loss: 0.00028178 | val_loss: 0.000307036 | Time: 1837.93 ms [2021-06-19 04:02:41 main:581] : INFO : Epoch 1831 | loss: 0.00027959 | val_loss: 0.000304927 | Time: 1840.86 ms [2021-06-19 04:02:43 main:581] : INFO : Epoch 1832 | loss: 0.000277121 | val_loss: 0.000302507 | Time: 1823.76 ms [2021-06-19 04:02:45 main:581] : INFO : Epoch 1833 | loss: 0.000275841 | val_loss: 0.000301954 | Time: 1826.76 ms [2021-06-19 04:02:46 main:581] : INFO : Epoch 1834 | loss: 0.000275577 | val_loss: 0.000303427 | Time: 1843.37 ms [2021-06-19 04:02:48 main:581] : INFO : Epoch 1835 | loss: 0.000279001 | val_loss: 0.000307874 | Time: 1816.31 ms [2021-06-19 04:02:50 main:581] : INFO : Epoch 1836 | loss: 0.00027614 | val_loss: 0.000301023 | Time: 1872.39 ms [2021-06-19 04:02:52 main:581] : INFO : Epoch 1837 | loss: 0.00027784 | val_loss: 0.000300591 | Time: 1862.54 ms [2021-06-19 04:02:54 main:581] : INFO : Epoch 1838 | loss: 0.000274268 | val_loss: 0.000300203 | Time: 1853.33 ms [2021-06-19 04:02:56 main:581] : INFO : Epoch 1839 | loss: 0.000277012 | val_loss: 0.000309334 | Time: 1839.68 ms [2021-06-19 04:02:57 main:581] : INFO : Epoch 1840 | loss: 0.000278433 | val_loss: 0.000301448 | Time: 1880.71 ms [2021-06-19 04:02:59 main:581] : INFO : Epoch 1841 | loss: 0.000274603 | val_loss: 0.000301943 | Time: 1847.95 ms [2021-06-19 04:03:01 main:581] : INFO : Epoch 1842 | loss: 0.000274983 | val_loss: 0.000300604 | Time: 1865.45 ms [2021-06-19 04:03:03 main:581] : INFO : Epoch 1843 | loss: 0.000278129 | val_loss: 0.000321797 | Time: 1823.63 ms [2021-06-19 04:03:05 main:581] : INFO : Epoch 1844 | loss: 0.000283467 | val_loss: 0.000300923 | Time: 1826.79 ms [2021-06-19 04:03:07 main:581] : INFO : Epoch 1845 | loss: 0.000274386 | val_loss: 0.00030474 | Time: 1847.63 ms [2021-06-19 04:03:09 main:581] : INFO : Epoch 1846 | loss: 0.000274509 | val_loss: 0.000299484 | Time: 1807.54 ms [2021-06-19 04:03:10 main:581] : INFO : Epoch 1847 | loss: 0.000273035 | val_loss: 0.000299115 | Time: 1807.63 ms [2021-06-19 04:03:12 main:581] : INFO : Epoch 1848 | loss: 0.000274516 | val_loss: 0.000300921 | Time: 1798.81 ms [2021-06-19 04:03:14 main:581] : INFO : Epoch 1849 | loss: 0.000275251 | val_loss: 0.000299628 | Time: 1832.49 ms [2021-06-19 04:03:16 main:581] : INFO : Epoch 1850 | loss: 0.00027526 | val_loss: 0.000299757 | Time: 1835.03 ms [2021-06-19 04:03:18 main:581] : INFO : Epoch 1851 | loss: 0.000279844 | val_loss: 0.000298759 | Time: 1844.64 ms [2021-06-19 04:03:19 main:581] : INFO : Epoch 1852 | loss: 0.000275048 | val_loss: 0.000297919 | Time: 1858.25 ms [2021-06-19 04:03:21 main:581] : INFO : Epoch 1853 | loss: 0.000272473 | val_loss: 0.000302367 | Time: 1841.16 ms [2021-06-19 04:03:23 main:581] : INFO : Epoch 1854 | loss: 0.000275243 | val_loss: 0.000297403 | Time: 1878.37 ms [2021-06-19 04:03:25 main:581] : INFO : Epoch 1855 | loss: 0.000272859 | val_loss: 0.000297728 | Time: 1866.43 ms [2021-06-19 04:03:27 main:581] : INFO : Epoch 1856 | loss: 0.000271385 | val_loss: 0.000297814 | Time: 1854.77 ms [2021-06-19 04:03:29 main:581] : INFO : Epoch 1857 | loss: 0.000275808 | val_loss: 0.000307337 | Time: 1828.01 ms [2021-06-19 04:03:31 main:581] : INFO : Epoch 1858 | loss: 0.000275339 | val_loss: 0.000297034 | Time: 1841.31 ms [2021-06-19 04:03:32 main:581] : INFO : Epoch 1859 | loss: 0.00027117 | val_loss: 0.000298113 | Time: 1844.43 ms [2021-06-19 04:03:34 main:581] : INFO : Epoch 1860 | loss: 0.000274205 | val_loss: 0.000303279 | Time: 1831.43 ms [2021-06-19 04:03:36 main:581] : INFO : Epoch 1861 | loss: 0.000273532 | val_loss: 0.000305871 | Time: 1835.45 ms [2021-06-19 04:03:38 main:581] : INFO : Epoch 1862 | loss: 0.000274658 | val_loss: 0.000297151 | Time: 1829.78 ms [2021-06-19 04:03:40 main:581] : INFO : Epoch 1863 | loss: 0.000271199 | val_loss: 0.000296847 | Time: 1822.07 ms [2021-06-19 04:03:42 main:581] : INFO : Epoch 1864 | loss: 0.000271907 | val_loss: 0.000300345 | Time: 1825.39 ms [2021-06-19 04:03:43 main:581] : INFO : Epoch 1865 | loss: 0.00027225 | val_loss: 0.000300441 | Time: 1833.99 ms [2021-06-19 04:03:45 main:581] : INFO : Epoch 1866 | loss: 0.000280288 | val_loss: 0.000301225 | Time: 1822.42 ms [2021-06-19 04:03:47 main:581] : INFO : Epoch 1867 | loss: 0.000272298 | val_loss: 0.000296845 | Time: 1835.71 ms [2021-06-19 04:03:49 main:581] : INFO : Epoch 1868 | loss: 0.000270786 | val_loss: 0.000298354 | Time: 1861.29 ms [2021-06-19 04:03:51 main:581] : INFO : Epoch 1869 | loss: 0.000271323 | val_loss: 0.000295523 | Time: 1797.18 ms [2021-06-19 04:03:53 main:581] : INFO : Epoch 1870 | loss: 0.000273673 | val_loss: 0.000312945 | Time: 1847.51 ms [2021-06-19 04:03:54 main:581] : INFO : Epoch 1871 | loss: 0.000274893 | val_loss: 0.000297307 | Time: 1853.24 ms [2021-06-19 04:03:56 main:581] : INFO : Epoch 1872 | loss: 0.000273084 | val_loss: 0.000296557 | Time: 1873.17 ms [2021-06-19 04:03:58 main:581] : INFO : Epoch 1873 | loss: 0.000270506 | val_loss: 0.000294658 | Time: 1841.85 ms [2021-06-19 04:04:00 main:581] : INFO : Epoch 1874 | loss: 0.000269007 | val_loss: 0.000295184 | Time: 1840.21 ms [2021-06-19 04:04:02 main:581] : INFO : Epoch 1875 | loss: 0.000269392 | val_loss: 0.000298767 | Time: 1823.07 ms [2021-06-19 04:04:04 main:581] : INFO : Epoch 1876 | loss: 0.0114402 | val_loss: 0.0181684 | Time: 1836.53 ms [2021-06-19 04:04:06 main:581] : INFO : Epoch 1877 | loss: 0.0128737 | val_loss: 0.00409215 | Time: 1834.98 ms [2021-06-19 04:04:07 main:581] : INFO : Epoch 1878 | loss: 0.00291147 | val_loss: 0.00188026 | Time: 1866.88 ms [2021-06-19 04:04:09 main:581] : INFO : Epoch 1879 | loss: 0.00116426 | val_loss: 0.000959309 | Time: 1843.34 ms [2021-06-19 04:04:11 main:581] : INFO : Epoch 1880 | loss: 0.000868307 | val_loss: 0.000983666 | Time: 1840.89 ms [2021-06-19 04:04:13 main:581] : INFO : Epoch 1881 | loss: 0.000821771 | val_loss: 0.000823536 | Time: 1852.78 ms [2021-06-19 04:04:15 main:581] : INFO : Epoch 1882 | loss: 0.000759213 | val_loss: 0.000793014 | Time: 1848.68 ms [2021-06-19 04:04:17 main:581] : INFO : Epoch 1883 | loss: 0.000739985 | val_loss: 0.000771357 | Time: 1835.4 ms [2021-06-19 04:04:18 main:581] : INFO : Epoch 1884 | loss: 0.000711891 | val_loss: 0.000740345 | Time: 1840.93 ms [2021-06-19 04:04:20 main:581] : INFO : Epoch 1885 | loss: 0.000678533 | val_loss: 0.000689337 | Time: 1833.01 ms [2021-06-19 04:04:22 main:581] : INFO : Epoch 1886 | loss: 0.000623305 | val_loss: 0.000630283 | Time: 1827.21 ms [2021-06-19 04:04:24 main:581] : INFO : Epoch 1887 | loss: 0.000586734 | val_loss: 0.000599865 | Time: 1836.27 ms [2021-06-19 04:04:26 main:581] : INFO : Epoch 1888 | loss: 0.000557637 | val_loss: 0.000580584 | Time: 1833.3 ms [2021-06-19 04:04:28 main:581] : INFO : Epoch 1889 | loss: 0.000546553 | val_loss: 0.00063689 | Time: 1821.99 ms [2021-06-19 04:04:29 main:581] : INFO : Epoch 1890 | loss: 0.000600777 | val_loss: 0.000635549 | Time: 1815.03 ms [2021-06-19 04:04:31 main:581] : INFO : Epoch 1891 | loss: 0.000591612 | val_loss: 0.00061874 | Time: 1828.13 ms [2021-06-19 04:04:33 main:581] : INFO : Epoch 1892 | loss: 0.0005776 | val_loss: 0.000607313 | Time: 1803.24 ms [2021-06-19 04:04:35 main:581] : INFO : Epoch 1893 | loss: 0.000566642 | val_loss: 0.000594675 | Time: 1819.9 ms [2021-06-19 04:04:37 main:581] : INFO : Epoch 1894 | loss: 0.000555353 | val_loss: 0.000581247 | Time: 1857.04 ms [2021-06-19 04:04:39 main:581] : INFO : Epoch 1895 | loss: 0.000536138 | val_loss: 0.000559003 | Time: 1855.95 ms [2021-06-19 04:04:40 main:581] : INFO : Epoch 1896 | loss: 0.000524816 | val_loss: 0.000550998 | Time: 1874.62 ms [2021-06-19 04:04:42 main:581] : INFO : Epoch 1897 | loss: 0.000517392 | val_loss: 0.000476291 | Time: 1871.89 ms [2021-06-19 04:04:44 main:581] : INFO : Epoch 1898 | loss: 0.000502908 | val_loss: 0.000548443 | Time: 1844.12 ms [2021-06-19 04:04:46 main:581] : INFO : Epoch 1899 | loss: 0.000540079 | val_loss: 0.000551514 | Time: 1781.11 ms [2021-06-19 04:04:48 main:581] : INFO : Epoch 1900 | loss: 0.000509861 | val_loss: 0.000530297 | Time: 1822.33 ms [2021-06-19 04:04:50 main:581] : INFO : Epoch 1901 | loss: 0.000499488 | val_loss: 0.0005259 | Time: 1835.2 ms [2021-06-19 04:04:51 main:581] : INFO : Epoch 1902 | loss: 0.000494395 | val_loss: 0.00052093 | Time: 1863.95 ms [2021-06-19 04:04:53 main:581] : INFO : Epoch 1903 | loss: 0.000479184 | val_loss: 0.000494885 | Time: 1819.36 ms [2021-06-19 04:04:55 main:581] : INFO : Epoch 1904 | loss: 0.00045623 | val_loss: 0.000476091 | Time: 1828.1 ms [2021-06-19 04:04:57 main:581] : INFO : Epoch 1905 | loss: 0.000442019 | val_loss: 0.000464319 | Time: 1836.45 ms [2021-06-19 04:04:59 main:581] : INFO : Epoch 1906 | loss: 0.000428127 | val_loss: 0.000449663 | Time: 1832.86 ms [2021-06-19 04:05:01 main:581] : INFO : Epoch 1907 | loss: 0.000406567 | val_loss: 0.000402228 | Time: 1820.74 ms [2021-06-19 04:05:02 main:581] : INFO : Epoch 1908 | loss: 0.000347268 | val_loss: 0.000348672 | Time: 1831.49 ms [2021-06-19 04:05:04 main:581] : INFO : Epoch 1909 | loss: 0.000311619 | val_loss: 0.000331982 | Time: 1805.26 ms [2021-06-19 04:05:06 main:581] : INFO : Epoch 1910 | loss: 0.000297886 | val_loss: 0.000318613 | Time: 1785.95 ms [2021-06-19 04:05:08 main:581] : INFO : Epoch 1911 | loss: 0.000288 | val_loss: 0.000312144 | Time: 1842.15 ms [2021-06-19 04:05:10 main:581] : INFO : Epoch 1912 | loss: 0.000281076 | val_loss: 0.000299239 | Time: 1817.12 ms [2021-06-19 04:05:11 main:581] : INFO : Epoch 1913 | loss: 0.000266688 | val_loss: 0.000279257 | Time: 1813.06 ms [2021-06-19 04:05:13 main:581] : INFO : Epoch 1914 | loss: 0.000255464 | val_loss: 0.000271136 | Time: 1840.27 ms [2021-06-19 04:05:15 main:581] : INFO : Epoch 1915 | loss: 0.000249743 | val_loss: 0.000269357 | Time: 1823.97 ms [2021-06-19 04:05:17 main:581] : INFO : Epoch 1916 | loss: 0.00024574 | val_loss: 0.000266582 | Time: 1784.83 ms [2021-06-19 04:05:19 main:581] : INFO : Epoch 1917 | loss: 0.00023832 | val_loss: 0.000258703 | Time: 1832.46 ms [2021-06-19 04:05:21 main:581] : INFO : Epoch 1918 | loss: 0.000236614 | val_loss: 0.000252136 | Time: 1828.73 ms [2021-06-19 04:05:22 main:581] : INFO : Epoch 1919 | loss: 0.000232767 | val_loss: 0.000251647 | Time: 1832.67 ms [2021-06-19 04:05:24 main:581] : INFO : Epoch 1920 | loss: 0.000229568 | val_loss: 0.000250144 | Time: 1848.58 ms [2021-06-19 04:05:26 main:581] : INFO : Epoch 1921 | loss: 0.000228276 | val_loss: 0.000248739 | Time: 1835.84 ms [2021-06-19 04:05:28 main:581] : INFO : Epoch 1922 | loss: 0.000226913 | val_loss: 0.000248524 | Time: 1819.19 ms [2021-06-19 04:05:30 main:581] : INFO : Epoch 1923 | loss: 0.000224785 | val_loss: 0.000244574 | Time: 1839.12 ms [2021-06-19 04:05:32 main:581] : INFO : Epoch 1924 | loss: 0.000224249 | val_loss: 0.000242902 | Time: 1805.35 ms [2021-06-19 04:05:33 main:581] : INFO : Epoch 1925 | loss: 0.000225284 | val_loss: 0.00024371 | Time: 1836.01 ms [2021-06-19 04:05:35 main:581] : INFO : Epoch 1926 | loss: 0.000222478 | val_loss: 0.000243756 | Time: 1855.28 ms [2021-06-19 04:05:37 main:581] : INFO : Epoch 1927 | loss: 0.000221257 | val_loss: 0.000242126 | Time: 1838.81 ms [2021-06-19 04:05:39 main:581] : INFO : Epoch 1928 | loss: 0.000218438 | val_loss: 0.000232891 | Time: 1834.66 ms [2021-06-19 04:05:41 main:581] : INFO : Epoch 1929 | loss: 0.000205011 | val_loss: 0.000217752 | Time: 1846.57 ms [2021-06-19 04:05:43 main:581] : INFO : Epoch 1930 | loss: 0.000193739 | val_loss: 0.000208458 | Time: 1844.46 ms [2021-06-19 04:05:44 main:581] : INFO : Epoch 1931 | loss: 0.000186647 | val_loss: 0.000201883 | Time: 1852.6 ms [2021-06-19 04:05:46 main:581] : INFO : Epoch 1932 | loss: 0.000181864 | val_loss: 0.000197222 | Time: 1860.47 ms [2021-06-19 04:05:48 main:581] : INFO : Epoch 1933 | loss: 0.000179947 | val_loss: 0.000191228 | Time: 1829.3 ms [2021-06-19 04:05:50 main:581] : INFO : Epoch 1934 | loss: 0.000174196 | val_loss: 0.000186062 | Time: 1825.71 ms [2021-06-19 04:05:52 main:581] : INFO : Epoch 1935 | loss: 0.000168947 | val_loss: 0.000182983 | Time: 1870.9 ms [2021-06-19 04:05:54 main:581] : INFO : Epoch 1936 | loss: 0.000165517 | val_loss: 0.000179319 | Time: 1867.96 ms [2021-06-19 04:05:56 main:581] : INFO : Epoch 1937 | loss: 0.000162884 | val_loss: 0.000176359 | Time: 1825.06 ms [2021-06-19 04:05:57 main:581] : INFO : Epoch 1938 | loss: 0.000159564 | val_loss: 0.000173158 | Time: 1833.89 ms [2021-06-19 04:05:59 main:581] : INFO : Epoch 1939 | loss: 0.000159256 | val_loss: 0.000174742 | Time: 1837.54 ms [2021-06-19 04:06:01 main:581] : INFO : Epoch 1940 | loss: 0.000156315 | val_loss: 0.000168967 | Time: 1824.9 ms [2021-06-19 04:06:03 main:581] : INFO : Epoch 1941 | loss: 0.000153402 | val_loss: 0.000168109 | Time: 1814.4 ms [2021-06-19 04:06:05 main:581] : INFO : Epoch 1942 | loss: 0.000152851 | val_loss: 0.000167255 | Time: 1834.26 ms [2021-06-19 04:06:07 main:581] : INFO : Epoch 1943 | loss: 0.000151746 | val_loss: 0.000168188 | Time: 1803.8 ms [2021-06-19 04:06:08 main:581] : INFO : Epoch 1944 | loss: 0.000157944 | val_loss: 0.000167994 | Time: 1830.87 ms [2021-06-19 04:06:10 main:581] : INFO : Epoch 1945 | loss: 0.000153399 | val_loss: 0.000167596 | Time: 1883.39 ms [2021-06-19 04:06:12 main:581] : INFO : Epoch 1946 | loss: 0.000150723 | val_loss: 0.000162211 | Time: 1845.44 ms [2021-06-19 04:06:14 main:581] : INFO : Epoch 1947 | loss: 0.000147325 | val_loss: 0.000162567 | Time: 1836.46 ms [2021-06-19 04:06:16 main:581] : INFO : Epoch 1948 | loss: 0.000146205 | val_loss: 0.000159962 | Time: 1829.89 ms [2021-06-19 04:06:18 main:581] : INFO : Epoch 1949 | loss: 0.000145328 | val_loss: 0.000159427 | Time: 1842.38 ms [2021-06-19 04:06:19 main:581] : INFO : Epoch 1950 | loss: 0.000145477 | val_loss: 0.000159112 | Time: 1829.23 ms [2021-06-19 04:06:21 main:581] : INFO : Epoch 1951 | loss: 0.000145394 | val_loss: 0.000162144 | Time: 1830.77 ms [2021-06-19 04:06:23 main:581] : INFO : Epoch 1952 | loss: 0.000147323 | val_loss: 0.000161665 | Time: 1885.05 ms [2021-06-19 04:06:25 main:581] : INFO : Epoch 1953 | loss: 0.000145748 | val_loss: 0.000158908 | Time: 1830.18 ms [2021-06-19 04:06:27 main:581] : INFO : Epoch 1954 | loss: 0.000145735 | val_loss: 0.00015757 | Time: 1816.81 ms [2021-06-19 04:06:29 main:581] : INFO : Epoch 1955 | loss: 0.000143922 | val_loss: 0.000159496 | Time: 1837.66 ms [2021-06-19 04:06:30 main:581] : INFO : Epoch 1956 | loss: 0.000143864 | val_loss: 0.000156684 | Time: 1830.46 ms [2021-06-19 04:06:32 main:581] : INFO : Epoch 1957 | loss: 0.000143572 | val_loss: 0.00015788 | Time: 1856.63 ms [2021-06-19 04:06:34 main:581] : INFO : Epoch 1958 | loss: 0.000144905 | val_loss: 0.000157392 | Time: 1851.85 ms [2021-06-19 04:06:36 main:581] : INFO : Epoch 1959 | loss: 0.000143733 | val_loss: 0.000156631 | Time: 1834.37 ms [2021-06-19 04:06:38 main:581] : INFO : Epoch 1960 | loss: 0.000143818 | val_loss: 0.000157462 | Time: 1822.43 ms [2021-06-19 04:06:40 main:581] : INFO : Epoch 1961 | loss: 0.000143965 | val_loss: 0.000158146 | Time: 1816.61 ms [2021-06-19 04:06:41 main:581] : INFO : Epoch 1962 | loss: 0.000142325 | val_loss: 0.000156099 | Time: 1840.19 ms [2021-06-19 04:06:43 main:581] : INFO : Epoch 1963 | loss: 0.000141504 | val_loss: 0.000155802 | Time: 1839.43 ms [2021-06-19 04:06:45 main:581] : INFO : Epoch 1964 | loss: 0.000141367 | val_loss: 0.000155393 | Time: 1854.87 ms [2021-06-19 04:06:47 main:581] : INFO : Epoch 1965 | loss: 0.000140931 | val_loss: 0.000154983 | Time: 1856.07 ms [2021-06-19 04:06:49 main:581] : INFO : Epoch 1966 | loss: 0.000142717 | val_loss: 0.000170619 | Time: 1847.82 ms [2021-06-19 04:06:51 main:581] : INFO : Epoch 1967 | loss: 0.000155175 | val_loss: 0.000159083 | Time: 1878.11 ms [2021-06-19 04:06:53 main:581] : INFO : Epoch 1968 | loss: 0.000142369 | val_loss: 0.000156442 | Time: 1821.85 ms [2021-06-19 04:06:54 main:581] : INFO : Epoch 1969 | loss: 0.000141044 | val_loss: 0.000155157 | Time: 1835.02 ms [2021-06-19 04:06:56 main:581] : INFO : Epoch 1970 | loss: 0.000140213 | val_loss: 0.000154201 | Time: 1868.74 ms [2021-06-19 04:06:58 main:581] : INFO : Epoch 1971 | loss: 0.000139699 | val_loss: 0.000153827 | Time: 1814.7 ms [2021-06-19 04:07:00 main:581] : INFO : Epoch 1972 | loss: 0.000140026 | val_loss: 0.000154235 | Time: 1828.9 ms [2021-06-19 04:07:02 main:581] : INFO : Epoch 1973 | loss: 0.000139806 | val_loss: 0.000153711 | Time: 1822.15 ms [2021-06-19 04:07:04 main:581] : INFO : Epoch 1974 | loss: 0.000139172 | val_loss: 0.000153578 | Time: 1812.82 ms [2021-06-19 04:07:05 main:581] : INFO : Epoch 1975 | loss: 0.000139464 | val_loss: 0.00015409 | Time: 1811.8 ms [2021-06-19 04:07:07 main:581] : INFO : Epoch 1976 | loss: 0.000140853 | val_loss: 0.00015794 | Time: 1864.85 ms [2021-06-19 04:07:09 main:581] : INFO : Epoch 1977 | loss: 0.00014017 | val_loss: 0.000152593 | Time: 1837.86 ms [2021-06-19 04:07:11 main:581] : INFO : Epoch 1978 | loss: 0.000139183 | val_loss: 0.000154088 | Time: 1823.58 ms [2021-06-19 04:07:13 main:581] : INFO : Epoch 1979 | loss: 0.000138867 | val_loss: 0.000152384 | Time: 1828.71 ms [2021-06-19 04:07:15 main:581] : INFO : Epoch 1980 | loss: 0.000138694 | val_loss: 0.000153575 | Time: 1837.9 ms [2021-06-19 04:07:16 main:581] : INFO : Epoch 1981 | loss: 0.000151899 | val_loss: 0.000153742 | Time: 1849.61 ms [2021-06-19 04:07:18 main:581] : INFO : Epoch 1982 | loss: 0.000140771 | val_loss: 0.000151899 | Time: 1830.31 ms [2021-06-19 04:07:20 main:581] : INFO : Epoch 1983 | loss: 0.000138238 | val_loss: 0.00015173 | Time: 1835.25 ms [2021-06-19 04:07:22 main:581] : INFO : Epoch 1984 | loss: 0.000137814 | val_loss: 0.00015112 | Time: 1868.11 ms [2021-06-19 04:07:24 main:581] : INFO : Epoch 1985 | loss: 0.000137282 | val_loss: 0.00015082 | Time: 1818.7 ms [2021-06-19 04:07:26 main:581] : INFO : Epoch 1986 | loss: 0.000137077 | val_loss: 0.000150296 | Time: 1835.65 ms [2021-06-19 04:07:27 main:581] : INFO : Epoch 1987 | loss: 0.000136211 | val_loss: 0.00014896 | Time: 1820.7 ms [2021-06-19 04:07:29 main:581] : INFO : Epoch 1988 | loss: 0.000134894 | val_loss: 0.000147173 | Time: 1818.07 ms [2021-06-19 04:07:31 main:581] : INFO : Epoch 1989 | loss: 0.000141695 | val_loss: 0.000150578 | Time: 1852.14 ms [2021-06-19 04:07:33 main:581] : INFO : Epoch 1990 | loss: 0.000146272 | val_loss: 0.000155065 | Time: 1870.04 ms [2021-06-19 04:07:35 main:581] : INFO : Epoch 1991 | loss: 0.000140832 | val_loss: 0.000154188 | Time: 1827.16 ms [2021-06-19 04:07:37 main:581] : INFO : Epoch 1992 | loss: 0.00013915 | val_loss: 0.000151958 | Time: 1839.96 ms [2021-06-19 04:07:38 main:581] : INFO : Epoch 1993 | loss: 0.000137362 | val_loss: 0.000150487 | Time: 1851.81 ms [2021-06-19 04:07:40 main:581] : INFO : Epoch 1994 | loss: 0.000141097 | val_loss: 0.000160979 | Time: 1832.12 ms [2021-06-19 04:07:42 main:581] : INFO : Epoch 1995 | loss: 0.000139262 | val_loss: 0.000148092 | Time: 1850.05 ms [2021-06-19 04:07:44 main:581] : INFO : Epoch 1996 | loss: 0.000134001 | val_loss: 0.000144913 | Time: 1837.01 ms [2021-06-19 04:07:46 main:581] : INFO : Epoch 1997 | loss: 0.000132317 | val_loss: 0.000141008 | Time: 1869.19 ms [2021-06-19 04:07:48 main:581] : INFO : Epoch 1998 | loss: 0.000136908 | val_loss: 0.000150946 | Time: 1819.84 ms [2021-06-19 04:07:50 main:581] : INFO : Epoch 1999 | loss: 0.000135814 | val_loss: 0.000148375 | Time: 1823.6 ms [2021-06-19 04:07:51 main:581] : INFO : Epoch 2000 | loss: 0.000133228 | val_loss: 0.000142343 | Time: 1822.11 ms [2021-06-19 04:07:53 main:581] : INFO : Epoch 2001 | loss: 0.000141159 | val_loss: 0.000155039 | Time: 1827.28 ms [2021-06-19 04:07:55 main:581] : INFO : Epoch 2002 | loss: 0.000146138 | val_loss: 0.00015575 | Time: 1802.61 ms [2021-06-19 04:07:57 main:581] : INFO : Epoch 2003 | loss: 0.000140006 | val_loss: 0.000152691 | Time: 1846.63 ms [2021-06-19 04:07:59 main:581] : INFO : Epoch 2004 | loss: 0.000138212 | val_loss: 0.000151645 | Time: 1846.4 ms [2021-06-19 04:08:00 main:581] : INFO : Epoch 2005 | loss: 0.000136958 | val_loss: 0.000149751 | Time: 1829.12 ms [2021-06-19 04:08:02 main:581] : INFO : Epoch 2006 | loss: 0.000134395 | val_loss: 0.000145247 | Time: 1839.01 ms [2021-06-19 04:08:04 main:581] : INFO : Epoch 2007 | loss: 0.000129783 | val_loss: 0.000188422 | Time: 1852.8 ms [2021-06-19 04:08:06 main:581] : INFO : Epoch 2008 | loss: 0.000488128 | val_loss: 0.000496437 | Time: 1828.14 ms [2021-06-19 04:08:08 main:581] : INFO : Epoch 2009 | loss: 0.000457207 | val_loss: 0.00067503 | Time: 1863.29 ms [2021-06-19 04:08:10 main:581] : INFO : Epoch 2010 | loss: 0.000532511 | val_loss: 0.000501832 | Time: 1785.12 ms [2021-06-19 04:08:11 main:581] : INFO : Epoch 2011 | loss: 0.00044715 | val_loss: 0.000480736 | Time: 1839.77 ms [2021-06-19 04:08:13 main:581] : INFO : Epoch 2012 | loss: 0.000433645 | val_loss: 0.00046183 | Time: 1835.98 ms [2021-06-19 04:08:15 main:581] : INFO : Epoch 2013 | loss: 0.000409495 | val_loss: 0.000434087 | Time: 1818.73 ms [2021-06-19 04:08:17 main:581] : INFO : Epoch 2014 | loss: 0.00039596 | val_loss: 0.000430072 | Time: 1831.18 ms [2021-06-19 04:08:19 main:581] : INFO : Epoch 2015 | loss: 0.00039296 | val_loss: 0.000428262 | Time: 1826.64 ms [2021-06-19 04:08:21 main:581] : INFO : Epoch 2016 | loss: 0.000391774 | val_loss: 0.000428234 | Time: 1849 ms [2021-06-19 04:08:22 main:581] : INFO : Epoch 2017 | loss: 0.000391863 | val_loss: 0.000426772 | Time: 1837.6 ms [2021-06-19 04:08:24 main:581] : INFO : Epoch 2018 | loss: 0.000390309 | val_loss: 0.000425583 | Time: 1832.55 ms [2021-06-19 04:08:26 main:581] : INFO : Epoch 2019 | loss: 0.000389485 | val_loss: 0.00042454 | Time: 1828.48 ms [2021-06-19 04:08:28 main:581] : INFO : Epoch 2020 | loss: 0.000388711 | val_loss: 0.000424627 | Time: 1832.76 ms [2021-06-19 04:08:30 main:581] : INFO : Epoch 2021 | loss: 0.000388671 | val_loss: 0.000423265 | Time: 1830.36 ms [2021-06-19 04:08:32 main:581] : INFO : Epoch 2022 | loss: 0.00038765 | val_loss: 0.000422772 | Time: 1837.34 ms [2021-06-19 04:08:33 main:581] : INFO : Epoch 2023 | loss: 0.000387315 | val_loss: 0.000422712 | Time: 1834.95 ms [2021-06-19 04:08:35 main:581] : INFO : Epoch 2024 | loss: 0.000386569 | val_loss: 0.000422688 | Time: 1842.09 ms [2021-06-19 04:08:37 main:581] : INFO : Epoch 2025 | loss: 0.000386908 | val_loss: 0.000421892 | Time: 1863.53 ms [2021-06-19 04:08:39 main:581] : INFO : Epoch 2026 | loss: 0.000387226 | val_loss: 0.000422453 | Time: 1861.06 ms [2021-06-19 04:08:41 main:581] : INFO : Epoch 2027 | loss: 0.000386721 | val_loss: 0.000420381 | Time: 1846.29 ms [2021-06-19 04:08:43 main:581] : INFO : Epoch 2028 | loss: 0.000385464 | val_loss: 0.000420669 | Time: 1833.31 ms [2021-06-19 04:08:45 main:581] : INFO : Epoch 2029 | loss: 0.000386741 | val_loss: 0.000421509 | Time: 1823.45 ms [2021-06-19 04:08:46 main:581] : INFO : Epoch 2030 | loss: 0.00038518 | val_loss: 0.000419347 | Time: 1821.33 ms [2021-06-19 04:08:48 main:581] : INFO : Epoch 2031 | loss: 0.000384331 | val_loss: 0.000424123 | Time: 1836.69 ms [2021-06-19 04:08:50 main:581] : INFO : Epoch 2032 | loss: 0.000385906 | val_loss: 0.000418944 | Time: 1865.6 ms [2021-06-19 04:08:52 main:581] : INFO : Epoch 2033 | loss: 0.000385208 | val_loss: 0.000418889 | Time: 1814.11 ms [2021-06-19 04:08:54 main:581] : INFO : Epoch 2034 | loss: 0.000383552 | val_loss: 0.000419675 | Time: 1821.74 ms [2021-06-19 04:08:56 main:581] : INFO : Epoch 2035 | loss: 0.000385084 | val_loss: 0.000419196 | Time: 1833.73 ms [2021-06-19 04:08:57 main:581] : INFO : Epoch 2036 | loss: 0.000383063 | val_loss: 0.000419047 | Time: 1828.49 ms [2021-06-19 04:08:59 main:581] : INFO : Epoch 2037 | loss: 0.000383915 | val_loss: 0.000419751 | Time: 1831.4 ms [2021-06-19 04:09:01 main:581] : INFO : Epoch 2038 | loss: 0.000382598 | val_loss: 0.000419999 | Time: 1844.04 ms [2021-06-19 04:09:03 main:581] : INFO : Epoch 2039 | loss: 0.000386945 | val_loss: 0.000416483 | Time: 1830.53 ms [2021-06-19 04:09:05 main:581] : INFO : Epoch 2040 | loss: 0.00038118 | val_loss: 0.000416377 | Time: 1865.53 ms [2021-06-19 04:09:07 main:581] : INFO : Epoch 2041 | loss: 0.000382724 | val_loss: 0.000418451 | Time: 1841.86 ms [2021-06-19 04:09:08 main:581] : INFO : Epoch 2042 | loss: 0.000381742 | val_loss: 0.000420794 | Time: 1781.6 ms [2021-06-19 04:09:10 main:581] : INFO : Epoch 2043 | loss: 0.000387113 | val_loss: 0.000415505 | Time: 1748.49 ms [2021-06-19 04:09:12 main:581] : INFO : Epoch 2044 | loss: 0.000381194 | val_loss: 0.000415813 | Time: 1831.43 ms [2021-06-19 04:09:14 main:581] : INFO : Epoch 2045 | loss: 0.000380531 | val_loss: 0.00041873 | Time: 1900.83 ms [2021-06-19 04:09:16 main:581] : INFO : Epoch 2046 | loss: 0.000382628 | val_loss: 0.000414794 | Time: 1877.63 ms [2021-06-19 04:09:18 main:581] : INFO : Epoch 2047 | loss: 0.00038161 | val_loss: 0.000422372 | Time: 1834.33 ms [2021-06-19 04:09:19 main:581] : INFO : Epoch 2048 | loss: 0.000383105 | val_loss: 0.000415546 | Time: 1833.51 ms [2021-06-19 04:09:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000415546 [2021-06-19 04:09:19 main:610] : INFO : Saving end state to config to file [2021-06-19 04:09:19 main:615] : INFO : Success, exiting.. 04:09:19 (2059449): 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)