Task 5372745
| Name | ParityMachine-1622595957-6869-1_2 |
| Workunit | 3191126 |
| Created | 18 Jun 2021, 14:10:46 UTC |
| Sent | 18 Jun 2021, 14:11:11 UTC |
| Report deadline | 25 Jun 2021, 14:11:11 UTC |
| Received | 18 Jun 2021, 16:25:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 2 min 46 sec |
| CPU time | 1 hours 2 min 42 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 | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310883 | val_loss: 0.0311308 | Time: 1833.81 ms
[2021-06-18 11:09:50 main:581] : INFO : Epoch 1539 | loss: 0.031089 | val_loss: 0.031133 | Time: 1845.73 ms
[2021-06-18 11:09:51 main:581] : INFO : Epoch 1540 | loss: 0.0310923 | val_loss: 0.0311327 | Time: 1842.46 ms
[2021-06-18 11:09:53 main:581] : INFO : Epoch 1541 | loss: 0.0310936 | val_loss: 0.0311342 | Time: 1830.93 ms
[2021-06-18 11:09:55 main:581] : INFO : Epoch 1542 | loss: 0.0310911 | val_loss: 0.031132 | Time: 1827.13 ms
[2021-06-18 11:09:57 main:581] : INFO : Epoch 1543 | loss: 0.0310894 | val_loss: 0.0311307 | Time: 1823.16 ms
[2021-06-18 11:09:59 main:581] : INFO : Epoch 1544 | loss: 0.0310894 | val_loss: 0.0311305 | Time: 1826.45 ms
[2021-06-18 11:10:01 main:581] : INFO : Epoch 1545 | loss: 0.031089 | val_loss: 0.0311313 | Time: 1897.35 ms
[2021-06-18 11:10:03 main:581] : INFO : Epoch 1546 | loss: 0.03109 | val_loss: 0.0311321 | Time: 1858.22 ms
[2021-06-18 11:10:04 main:581] : INFO : Epoch 1547 | loss: 0.0310888 | val_loss: 0.031133 | Time: 1865.66 ms
[2021-06-18 11:10:06 main:581] : INFO : Epoch 1548 | loss: 0.0310908 | val_loss: 0.0311337 | Time: 1825.24 ms
[2021-06-18 11:10:08 main:581] : INFO : Epoch 1549 | loss: 0.0310924 | val_loss: 0.0311344 | Time: 1826.24 ms
[2021-06-18 11:10:10 main:581] : INFO : Epoch 1550 | loss: 0.0310906 | val_loss: 0.0311365 | Time: 1823.93 ms
[2021-06-18 11:10:12 main:581] : INFO : Epoch 1551 | loss: 0.0310887 | val_loss: 0.031132 | Time: 1800.15 ms
[2021-06-18 11:10:14 main:581] : INFO : Epoch 1552 | loss: 0.031088 | val_loss: 0.031134 | Time: 1843.4 ms
[2021-06-18 11:10:15 main:581] : INFO : Epoch 1553 | loss: 0.0310872 | val_loss: 0.031135 | Time: 1851.03 ms
[2021-06-18 11:10:17 main:581] : INFO : Epoch 1554 | loss: 0.0310869 | val_loss: 0.0311345 | Time: 1824.28 ms
[2021-06-18 11:10:19 main:581] : INFO : Epoch 1555 | loss: 0.0310873 | val_loss: 0.0311335 | Time: 1821.78 ms
[2021-06-18 11:10:21 main:581] : INFO : Epoch 1556 | loss: 0.0310862 | val_loss: 0.0311323 | Time: 1850.23 ms
[2021-06-18 11:10:23 main:581] : INFO : Epoch 1557 | loss: 0.0310856 | val_loss: 0.0311337 | Time: 1856.68 ms
[2021-06-18 11:10:25 main:581] : INFO : Epoch 1558 | loss: 0.0310867 | val_loss: 0.0311363 | Time: 1880.91 ms
[2021-06-18 11:10:26 main:581] : INFO : Epoch 1559 | loss: 0.0310877 | val_loss: 0.0311297 | Time: 1823.98 ms
[2021-06-18 11:10:28 main:581] : INFO : Epoch 1560 | loss: 0.0310865 | val_loss: 0.0311313 | Time: 1825.27 ms
[2021-06-18 11:10:30 main:581] : INFO : Epoch 1561 | loss: 0.0310859 | val_loss: 0.0311347 | Time: 1815.71 ms
[2021-06-18 11:10:32 main:581] : INFO : Epoch 1562 | loss: 0.0310846 | val_loss: 0.0311334 | Time: 1813.4 ms
[2021-06-18 11:10:34 main:581] : INFO : Epoch 1563 | loss: 0.0310847 | val_loss: 0.0311339 | Time: 1822.79 ms
[2021-06-18 11:10:36 main:581] : INFO : Epoch 1564 | loss: 0.0310856 | val_loss: 0.031132 | Time: 1836.06 ms
[2021-06-18 11:10:37 main:581] : INFO : Epoch 1565 | loss: 0.0310847 | val_loss: 0.0311324 | Time: 1830.4 ms
[2021-06-18 11:10:39 main:581] : INFO : Epoch 1566 | loss: 0.031084 | val_loss: 0.0311327 | Time: 1841.8 ms
[2021-06-18 11:10:41 main:581] : INFO : Epoch 1567 | loss: 0.0310852 | val_loss: 0.0311331 | Time: 1850.67 ms
[2021-06-18 11:10:43 main:581] : INFO : Epoch 1568 | loss: 0.0310841 | val_loss: 0.0311329 | Time: 1834.51 ms
[2021-06-18 11:10:45 main:581] : INFO : Epoch 1569 | loss: 0.031085 | val_loss: 0.0311298 | Time: 1837.98 ms
[2021-06-18 11:10:47 main:581] : INFO : Epoch 1570 | loss: 0.0310828 | val_loss: 0.0311326 | Time: 1836.12 ms
[2021-06-18 11:10:48 main:581] : INFO : Epoch 1571 | loss: 0.0310839 | val_loss: 0.0311349 | Time: 1820.7 ms
[2021-06-18 11:10:50 main:581] : INFO : Epoch 1572 | loss: 0.0310825 | val_loss: 0.0311335 | Time: 1828.73 ms
[2021-06-18 11:10:52 main:581] : INFO : Epoch 1573 | loss: 0.0310827 | val_loss: 0.0311343 | Time: 1840.56 ms
[2021-06-18 11:10:54 main:581] : INFO : Epoch 1574 | loss: 0.0310826 | val_loss: 0.0311329 | Time: 1839.91 ms
[2021-06-18 11:10:56 main:581] : INFO : Epoch 1575 | loss: 0.0310822 | val_loss: 0.031137 | Time: 1825.27 ms
[2021-06-18 11:10:58 main:581] : INFO : Epoch 1576 | loss: 0.0310828 | val_loss: 0.0311391 | Time: 1840.76 ms
[2021-06-18 11:10:59 main:581] : INFO : Epoch 1577 | loss: 0.0310901 | val_loss: 0.0311368 | Time: 1835.32 ms
[2021-06-18 11:11:01 main:581] : INFO : Epoch 1578 | loss: 0.0310905 | val_loss: 0.0311365 | Time: 1837.08 ms
[2021-06-18 11:11:03 main:581] : INFO : Epoch 1579 | loss: 0.0310924 | val_loss: 0.0311367 | Time: 1836.51 ms
[2021-06-18 11:11:05 main:581] : INFO : Epoch 1580 | loss: 0.0310939 | val_loss: 0.0311336 | Time: 1827.79 ms
[2021-06-18 11:11:07 main:581] : INFO : Epoch 1581 | loss: 0.0310919 | val_loss: 0.0311362 | Time: 1833.09 ms
[2021-06-18 11:11:09 main:581] : INFO : Epoch 1582 | loss: 0.0310891 | val_loss: 0.0311328 | Time: 1852.25 ms
[2021-06-18 11:11:10 main:581] : INFO : Epoch 1583 | loss: 0.0310866 | val_loss: 0.0311332 | Time: 1845.76 ms
[2021-06-18 11:11:12 main:581] : INFO : Epoch 1584 | loss: 0.0310885 | val_loss: 0.0311303 | Time: 1839.71 ms
[2021-06-18 11:11:14 main:581] : INFO : Epoch 1585 | loss: 0.0310886 | val_loss: 0.031136 | Time: 1826.56 ms
[2021-06-18 11:11:16 main:581] : INFO : Epoch 1586 | loss: 0.0310926 | val_loss: 0.031135 | Time: 1825.18 ms
[2021-06-18 11:11:18 main:581] : INFO : Epoch 1587 | loss: 0.0310857 | val_loss: 0.0311365 | Time: 1845.33 ms
[2021-06-18 11:11:20 main:581] : INFO : Epoch 1588 | loss: 0.0310846 | val_loss: 0.0311363 | Time: 1865.96 ms
[2021-06-18 11:11:21 main:581] : INFO : Epoch 1589 | loss: 0.0310828 | val_loss: 0.0311393 | Time: 1834.61 ms
[2021-06-18 11:11:23 main:581] : INFO : Epoch 1590 | loss: 0.0310841 | val_loss: 0.0311385 | Time: 1840.65 ms
[2021-06-18 11:11:25 main:581] : INFO : Epoch 1591 | loss: 0.0310844 | val_loss: 0.0311342 | Time: 1834.93 ms
[2021-06-18 11:11:27 main:581] : INFO : Epoch 1592 | loss: 0.0310855 | val_loss: 0.0311374 | Time: 1812.2 ms
[2021-06-18 11:11:29 main:581] : INFO : Epoch 1593 | loss: 0.0310845 | val_loss: 0.0311353 | Time: 1829.55 ms
[2021-06-18 11:11:31 main:581] : INFO : Epoch 1594 | loss: 0.0310842 | val_loss: 0.0311371 | Time: 1843.87 ms
[2021-06-18 11:11:33 main:581] : INFO : Epoch 1595 | loss: 0.0310827 | val_loss: 0.0311341 | Time: 1858.72 ms
[2021-06-18 11:11:34 main:581] : INFO : Epoch 1596 | loss: 0.0310926 | val_loss: 0.0311431 | Time: 1845.2 ms
[2021-06-18 11:11:36 main:581] : INFO : Epoch 1597 | loss: 0.0310973 | val_loss: 0.0311408 | Time: 1846.77 ms
[2021-06-18 11:11:38 main:581] : INFO : Epoch 1598 | loss: 0.0310921 | val_loss: 0.0311358 | Time: 1832.14 ms
[2021-06-18 11:11:40 main:581] : INFO : Epoch 1599 | loss: 0.031089 | val_loss: 0.0311362 | Time: 1883.97 ms
[2021-06-18 11:11:42 main:581] : INFO : Epoch 1600 | loss: 0.0310882 | val_loss: 0.0311379 | Time: 1843.05 ms
[2021-06-18 11:11:44 main:581] : INFO : Epoch 1601 | loss: 0.0310877 | val_loss: 0.0311425 | Time: 1821.1 ms
[2021-06-18 11:11:45 main:581] : INFO : Epoch 1602 | loss: 0.0310872 | val_loss: 0.0311368 | Time: 1882.61 ms
[2021-06-18 11:11:47 main:581] : INFO : Epoch 1603 | loss: 0.0310867 | val_loss: 0.0311372 | Time: 1870.78 ms
[2021-06-18 11:11:49 main:581] : INFO : Epoch 1604 | loss: 0.0310881 | val_loss: 0.0311351 | Time: 1879.41 ms
[2021-06-18 11:11:51 main:581] : INFO : Epoch 1605 | loss: 0.0310965 | val_loss: 0.0311374 | Time: 1834.77 ms
[2021-06-18 11:11:53 main:581] : INFO : Epoch 1606 | loss: 0.0310937 | val_loss: 0.0311438 | Time: 1828.2 ms
[2021-06-18 11:11:55 main:581] : INFO : Epoch 1607 | loss: 0.0310908 | val_loss: 0.0311335 | Time: 1817.74 ms
[2021-06-18 11:11:57 main:581] : INFO : Epoch 1608 | loss: 0.0310867 | val_loss: 0.0311339 | Time: 1833.51 ms
[2021-06-18 11:11:58 main:581] : INFO : Epoch 1609 | loss: 0.031086 | val_loss: 0.0311356 | Time: 1819.19 ms
[2021-06-18 11:12:00 main:581] : INFO : Epoch 1610 | loss: 0.0310889 | val_loss: 0.0311386 | Time: 1821.28 ms
[2021-06-18 11:12:02 main:581] : INFO : Epoch 1611 | loss: 0.0310898 | val_loss: 0.0311385 | Time: 1831.39 ms
[2021-06-18 11:12:04 main:581] : INFO : Epoch 1612 | loss: 0.031087 | val_loss: 0.031135 | Time: 1843.93 ms
[2021-06-18 11:12:06 main:581] : INFO : Epoch 1613 | loss: 0.0310829 | val_loss: 0.0311321 | Time: 1815.44 ms
[2021-06-18 11:12:07 main:581] : INFO : Epoch 1614 | loss: 0.031086 | val_loss: 0.0311395 | Time: 1827.38 ms
[2021-06-18 11:12:09 main:581] : INFO : Epoch 1615 | loss: 0.0310849 | val_loss: 0.0311388 | Time: 1830.36 ms
[2021-06-18 11:12:11 main:581] : INFO : Epoch 1616 | loss: 0.0310856 | val_loss: 0.0311389 | Time: 1819.05 ms
[2021-06-18 11:12:13 main:581] : INFO : Epoch 1617 | loss: 0.0310895 | val_loss: 0.0312724 | Time: 1883.92 ms
[2021-06-18 11:12:15 main:581] : INFO : Epoch 1618 | loss: 0.0329337 | val_loss: 0.0334889 | Time: 1883.72 ms
[2021-06-18 11:12:17 main:581] : INFO : Epoch 1619 | loss: 0.0679492 | val_loss: 0.039994 | Time: 1864.92 ms
[2021-06-18 11:12:19 main:581] : INFO : Epoch 1620 | loss: 0.035332 | val_loss: 0.0321388 | Time: 1866.53 ms
[2021-06-18 11:12:20 main:581] : INFO : Epoch 1621 | loss: 0.0317849 | val_loss: 0.0315127 | Time: 1863.21 ms
[2021-06-18 11:12:22 main:581] : INFO : Epoch 1622 | loss: 0.0313523 | val_loss: 0.0312637 | Time: 1849.85 ms
[2021-06-18 11:12:24 main:581] : INFO : Epoch 1623 | loss: 0.0312601 | val_loss: 0.031249 | Time: 1864.98 ms
[2021-06-18 11:12:26 main:581] : INFO : Epoch 1624 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1859.62 ms
[2021-06-18 11:12:28 main:581] : INFO : Epoch 1625 | loss: 0.0312373 | val_loss: 0.0312355 | Time: 1843.01 ms
[2021-06-18 11:12:30 main:581] : INFO : Epoch 1626 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 1841.17 ms
[2021-06-18 11:12:32 main:581] : INFO : Epoch 1627 | loss: 0.031227 | val_loss: 0.0312251 | Time: 1864.84 ms
[2021-06-18 11:12:33 main:581] : INFO : Epoch 1628 | loss: 0.0312214 | val_loss: 0.0312198 | Time: 1856.66 ms
[2021-06-18 11:12:35 main:581] : INFO : Epoch 1629 | loss: 0.0312162 | val_loss: 0.0312146 | Time: 1858.84 ms
[2021-06-18 11:12:37 main:581] : INFO : Epoch 1630 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 1839.79 ms
[2021-06-18 11:12:39 main:581] : INFO : Epoch 1631 | loss: 0.0312079 | val_loss: 0.0312085 | Time: 1843.44 ms
[2021-06-18 11:12:41 main:581] : INFO : Epoch 1632 | loss: 0.0312047 | val_loss: 0.031205 | Time: 1861.45 ms
[2021-06-18 11:12:43 main:581] : INFO : Epoch 1633 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 1878.68 ms
[2021-06-18 11:12:45 main:581] : INFO : Epoch 1634 | loss: 0.031199 | val_loss: 0.0312003 | Time: 1838.02 ms
[2021-06-18 11:12:46 main:581] : INFO : Epoch 1635 | loss: 0.0311979 | val_loss: 0.0311992 | Time: 1843.04 ms
[2021-06-18 11:12:48 main:581] : INFO : Epoch 1636 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1844.98 ms
[2021-06-18 11:12:50 main:581] : INFO : Epoch 1637 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 1887.06 ms
[2021-06-18 11:12:52 main:581] : INFO : Epoch 1638 | loss: 0.031196 | val_loss: 0.0311978 | Time: 1857.16 ms
[2021-06-18 11:12:54 main:581] : INFO : Epoch 1639 | loss: 0.0311958 | val_loss: 0.031198 | Time: 1852.92 ms
[2021-06-18 11:12:56 main:581] : INFO : Epoch 1640 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 1841.74 ms
[2021-06-18 11:12:58 main:581] : INFO : Epoch 1641 | loss: 0.031195 | val_loss: 0.0311968 | Time: 1842.28 ms
[2021-06-18 11:12:59 main:581] : INFO : Epoch 1642 | loss: 0.0311946 | val_loss: 0.0311961 | Time: 1860.69 ms
[2021-06-18 11:13:01 main:581] : INFO : Epoch 1643 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 1844.87 ms
[2021-06-18 11:13:03 main:581] : INFO : Epoch 1644 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 1818.08 ms
[2021-06-18 11:13:05 main:581] : INFO : Epoch 1645 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 1832.93 ms
[2021-06-18 11:13:07 main:581] : INFO : Epoch 1646 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 1835.25 ms
[2021-06-18 11:13:09 main:581] : INFO : Epoch 1647 | loss: 0.0311933 | val_loss: 0.0311946 | Time: 1830.54 ms
[2021-06-18 11:13:10 main:581] : INFO : Epoch 1648 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 1842.72 ms
[2021-06-18 11:13:12 main:581] : INFO : Epoch 1649 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 1878.64 ms
[2021-06-18 11:13:14 main:581] : INFO : Epoch 1650 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 1840.45 ms
[2021-06-18 11:13:16 main:581] : INFO : Epoch 1651 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 1851.79 ms
[2021-06-18 11:13:18 main:581] : INFO : Epoch 1652 | loss: 0.0311919 | val_loss: 0.0311935 | Time: 1834.45 ms
[2021-06-18 11:13:20 main:581] : INFO : Epoch 1653 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 1832.26 ms
[2021-06-18 11:13:22 main:581] : INFO : Epoch 1654 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 1832.78 ms
[2021-06-18 11:13:23 main:581] : INFO : Epoch 1655 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 1849.78 ms
[2021-06-18 11:13:25 main:581] : INFO : Epoch 1656 | loss: 0.0311914 | val_loss: 0.0311936 | Time: 1843.81 ms
[2021-06-18 11:13:27 main:581] : INFO : Epoch 1657 | loss: 0.0311906 | val_loss: 0.0311921 | Time: 1870 ms
[2021-06-18 11:13:29 main:581] : INFO : Epoch 1658 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1831.57 ms
[2021-06-18 11:13:31 main:581] : INFO : Epoch 1659 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1867.95 ms
[2021-06-18 11:13:33 main:581] : INFO : Epoch 1660 | loss: 0.0311893 | val_loss: 0.0311909 | Time: 1838.31 ms
[2021-06-18 11:13:34 main:581] : INFO : Epoch 1661 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 1842.36 ms
[2021-06-18 11:13:36 main:581] : INFO : Epoch 1662 | loss: 0.0311894 | val_loss: 0.0311916 | Time: 1842.52 ms
[2021-06-18 11:13:38 main:581] : INFO : Epoch 1663 | loss: 0.0311888 | val_loss: 0.031191 | Time: 1837.45 ms
[2021-06-18 11:13:40 main:581] : INFO : Epoch 1664 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 1841.62 ms
[2021-06-18 11:13:42 main:581] : INFO : Epoch 1665 | loss: 0.0311876 | val_loss: 0.0311908 | Time: 1847.19 ms
[2021-06-18 11:13:44 main:581] : INFO : Epoch 1666 | loss: 0.0311886 | val_loss: 0.0311912 | Time: 1841.66 ms
[2021-06-18 11:13:46 main:581] : INFO : Epoch 1667 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1844.33 ms
[2021-06-18 11:13:47 main:581] : INFO : Epoch 1668 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 1839.06 ms
[2021-06-18 11:13:49 main:581] : INFO : Epoch 1669 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 1838.71 ms
[2021-06-18 11:13:51 main:581] : INFO : Epoch 1670 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 1835.78 ms
[2021-06-18 11:13:53 main:581] : INFO : Epoch 1671 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 1838.73 ms
[2021-06-18 11:13:55 main:581] : INFO : Epoch 1672 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 1847.99 ms
[2021-06-18 11:13:57 main:581] : INFO : Epoch 1673 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 1831.84 ms
[2021-06-18 11:13:58 main:581] : INFO : Epoch 1674 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 1837.36 ms
[2021-06-18 11:14:00 main:581] : INFO : Epoch 1675 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1821.2 ms
[2021-06-18 11:14:02 main:581] : INFO : Epoch 1676 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 1828.15 ms
[2021-06-18 11:14:04 main:581] : INFO : Epoch 1677 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 1820.33 ms
[2021-06-18 11:14:06 main:581] : INFO : Epoch 1678 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 1837.42 ms
[2021-06-18 11:14:08 main:581] : INFO : Epoch 1679 | loss: 0.031182 | val_loss: 0.0311884 | Time: 1837.79 ms
[2021-06-18 11:14:09 main:581] : INFO : Epoch 1680 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1839 ms
[2021-06-18 11:14:11 main:581] : INFO : Epoch 1681 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 1834.6 ms
[2021-06-18 11:14:13 main:581] : INFO : Epoch 1682 | loss: 0.031183 | val_loss: 0.0311853 | Time: 1800.46 ms
[2021-06-18 11:14:15 main:581] : INFO : Epoch 1683 | loss: 0.031181 | val_loss: 0.0311832 | Time: 1872.08 ms
[2021-06-18 11:14:17 main:581] : INFO : Epoch 1684 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1843.83 ms
[2021-06-18 11:14:19 main:581] : INFO : Epoch 1685 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1824.15 ms
[2021-06-18 11:14:20 main:581] : INFO : Epoch 1686 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 1852.73 ms
[2021-06-18 11:14:22 main:581] : INFO : Epoch 1687 | loss: 0.0311776 | val_loss: 0.031181 | Time: 1884.94 ms
[2021-06-18 11:14:24 main:581] : INFO : Epoch 1688 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 1854.09 ms
[2021-06-18 11:14:26 main:581] : INFO : Epoch 1689 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 1822.9 ms
[2021-06-18 11:14:28 main:581] : INFO : Epoch 1690 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 1852.73 ms
[2021-06-18 11:14:30 main:581] : INFO : Epoch 1691 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1844.65 ms
[2021-06-18 11:14:31 main:581] : INFO : Epoch 1692 | loss: 0.0311798 | val_loss: 0.0311785 | Time: 1831.71 ms
[2021-06-18 11:14:33 main:581] : INFO : Epoch 1693 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 1824.74 ms
[2021-06-18 11:14:35 main:581] : INFO : Epoch 1694 | loss: 0.0311805 | val_loss: 0.0311854 | Time: 1834.17 ms
[2021-06-18 11:14:37 main:581] : INFO : Epoch 1695 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1812.76 ms
[2021-06-18 11:14:39 main:581] : INFO : Epoch 1696 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 1871.17 ms
[2021-06-18 11:14:41 main:581] : INFO : Epoch 1697 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 1831.48 ms
[2021-06-18 11:14:42 main:581] : INFO : Epoch 1698 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 1836.95 ms
[2021-06-18 11:14:44 main:581] : INFO : Epoch 1699 | loss: 0.0311753 | val_loss: 0.031175 | Time: 1835.15 ms
[2021-06-18 11:14:46 main:581] : INFO : Epoch 1700 | loss: 0.031172 | val_loss: 0.0311786 | Time: 1887.68 ms
[2021-06-18 11:14:48 main:581] : INFO : Epoch 1701 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 1882.07 ms
[2021-06-18 11:14:50 main:581] : INFO : Epoch 1702 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1828.82 ms
[2021-06-18 11:14:52 main:581] : INFO : Epoch 1703 | loss: 0.0311702 | val_loss: 0.0311745 | Time: 1834.49 ms
[2021-06-18 11:14:54 main:581] : INFO : Epoch 1704 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1831.44 ms
[2021-06-18 11:14:55 main:581] : INFO : Epoch 1705 | loss: 0.0311686 | val_loss: 0.0311751 | Time: 1830.77 ms
[2021-06-18 11:14:57 main:581] : INFO : Epoch 1706 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1823.03 ms
[2021-06-18 11:14:59 main:581] : INFO : Epoch 1707 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1845.57 ms
[2021-06-18 11:15:01 main:581] : INFO : Epoch 1708 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 1875.64 ms
[2021-06-18 11:15:03 main:581] : INFO : Epoch 1709 | loss: 0.0311665 | val_loss: 0.031171 | Time: 1853.18 ms
[2021-06-18 11:15:05 main:581] : INFO : Epoch 1710 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 1837.54 ms
[2021-06-18 11:15:07 main:581] : INFO : Epoch 1711 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 1857.09 ms
[2021-06-18 11:15:08 main:581] : INFO : Epoch 1712 | loss: 0.0311694 | val_loss: 0.0311918 | Time: 1840.86 ms
[2021-06-18 11:15:10 main:581] : INFO : Epoch 1713 | loss: 0.031168 | val_loss: 0.031171 | Time: 1828.11 ms
[2021-06-18 11:15:12 main:581] : INFO : Epoch 1714 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 1862.67 ms
[2021-06-18 11:15:14 main:581] : INFO : Epoch 1715 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 1844.66 ms
[2021-06-18 11:15:16 main:581] : INFO : Epoch 1716 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1846.69 ms
[2021-06-18 11:15:18 main:581] : INFO : Epoch 1717 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1851.92 ms
[2021-06-18 11:15:19 main:581] : INFO : Epoch 1718 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 1885.45 ms
[2021-06-18 11:15:21 main:581] : INFO : Epoch 1719 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1852.17 ms
[2021-06-18 11:15:23 main:581] : INFO : Epoch 1720 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1840.71 ms
[2021-06-18 11:15:25 main:581] : INFO : Epoch 1721 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1875.07 ms
[2021-06-18 11:15:27 main:581] : INFO : Epoch 1722 | loss: 0.0311643 | val_loss: 0.0311687 | Time: 1841.83 ms
[2021-06-18 11:15:29 main:581] : INFO : Epoch 1723 | loss: 0.0311631 | val_loss: 0.031168 | Time: 1838.73 ms
[2021-06-18 11:15:31 main:581] : INFO : Epoch 1724 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 1838.64 ms
[2021-06-18 11:15:32 main:581] : INFO : Epoch 1725 | loss: 0.031162 | val_loss: 0.0311673 | Time: 1840.1 ms
[2021-06-18 11:15:34 main:581] : INFO : Epoch 1726 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1819.92 ms
[2021-06-18 11:15:36 main:581] : INFO : Epoch 1727 | loss: 0.0311693 | val_loss: 0.031169 | Time: 1845.14 ms
[2021-06-18 11:15:38 main:581] : INFO : Epoch 1728 | loss: 0.0311671 | val_loss: 0.031166 | Time: 1813.47 ms
[2021-06-18 11:15:40 main:581] : INFO : Epoch 1729 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 1821.86 ms
[2021-06-18 11:15:42 main:581] : INFO : Epoch 1730 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 1844.79 ms
[2021-06-18 11:15:43 main:581] : INFO : Epoch 1731 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 1820.27 ms
[2021-06-18 11:15:45 main:581] : INFO : Epoch 1732 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1829.52 ms
[2021-06-18 11:15:47 main:581] : INFO : Epoch 1733 | loss: 0.031159 | val_loss: 0.031167 | Time: 1836.99 ms
[2021-06-18 11:15:49 main:581] : INFO : Epoch 1734 | loss: 0.0311595 | val_loss: 0.031173 | Time: 1820.9 ms
[2021-06-18 11:15:51 main:581] : INFO : Epoch 1735 | loss: 0.0311597 | val_loss: 0.0311672 | Time: 1891.74 ms
[2021-06-18 11:15:53 main:581] : INFO : Epoch 1736 | loss: 0.03116 | val_loss: 0.031166 | Time: 1858.28 ms
[2021-06-18 11:15:54 main:581] : INFO : Epoch 1737 | loss: 0.0311568 | val_loss: 0.0311656 | Time: 1859.32 ms
[2021-06-18 11:15:56 main:581] : INFO : Epoch 1738 | loss: 0.031158 | val_loss: 0.0311778 | Time: 1815.7 ms
[2021-06-18 11:15:58 main:581] : INFO : Epoch 1739 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 1818.49 ms
[2021-06-18 11:16:00 main:581] : INFO : Epoch 1740 | loss: 0.0311657 | val_loss: 0.0311656 | Time: 1821.84 ms
[2021-06-18 11:16:02 main:581] : INFO : Epoch 1741 | loss: 0.0311714 | val_loss: 0.0311648 | Time: 1824.25 ms
[2021-06-18 11:16:04 main:581] : INFO : Epoch 1742 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1829.48 ms
[2021-06-18 11:16:05 main:581] : INFO : Epoch 1743 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 1813.67 ms
[2021-06-18 11:16:07 main:581] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 1852.51 ms
[2021-06-18 11:16:09 main:581] : INFO : Epoch 1745 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 1820.14 ms
[2021-06-18 11:16:11 main:581] : INFO : Epoch 1746 | loss: 0.0311551 | val_loss: 0.0311647 | Time: 1846.87 ms
[2021-06-18 11:16:13 main:581] : INFO : Epoch 1747 | loss: 0.031156 | val_loss: 0.0311681 | Time: 1834.21 ms
[2021-06-18 11:16:15 main:581] : INFO : Epoch 1748 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 1838.74 ms
[2021-06-18 11:16:16 main:581] : INFO : Epoch 1749 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1823.43 ms
[2021-06-18 11:16:18 main:581] : INFO : Epoch 1750 | loss: 0.0311559 | val_loss: 0.0311739 | Time: 1821.08 ms
[2021-06-18 11:16:20 main:581] : INFO : Epoch 1751 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1831.78 ms
[2021-06-18 11:16:22 main:581] : INFO : Epoch 1752 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 1817.78 ms
[2021-06-18 11:16:24 main:581] : INFO : Epoch 1753 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1831.87 ms
[2021-06-18 11:16:26 main:581] : INFO : Epoch 1754 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 1817.53 ms
[2021-06-18 11:16:27 main:581] : INFO : Epoch 1755 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 1835.18 ms
[2021-06-18 11:16:29 main:581] : INFO : Epoch 1756 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 1841.29 ms
[2021-06-18 11:16:31 main:581] : INFO : Epoch 1757 | loss: 0.0311539 | val_loss: 0.0311636 | Time: 1851.39 ms
[2021-06-18 11:16:33 main:581] : INFO : Epoch 1758 | loss: 0.031157 | val_loss: 0.0311726 | Time: 1851.98 ms
[2021-06-18 11:16:35 main:581] : INFO : Epoch 1759 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 1852.75 ms
[2021-06-18 11:16:37 main:581] : INFO : Epoch 1760 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 1822.71 ms
[2021-06-18 11:16:38 main:581] : INFO : Epoch 1761 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 1842.59 ms
[2021-06-18 11:16:40 main:581] : INFO : Epoch 1762 | loss: 0.0311524 | val_loss: 0.031162 | Time: 1827.5 ms
[2021-06-18 11:16:42 main:581] : INFO : Epoch 1763 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 1834.94 ms
[2021-06-18 11:16:44 main:581] : INFO : Epoch 1764 | loss: 0.0311557 | val_loss: 0.0311627 | Time: 1843.45 ms
[2021-06-18 11:16:46 main:581] : INFO : Epoch 1765 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 1836.86 ms
[2021-06-18 11:16:48 main:581] : INFO : Epoch 1766 | loss: 0.031155 | val_loss: 0.0311636 | Time: 1831 ms
[2021-06-18 11:16:49 main:581] : INFO : Epoch 1767 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 1840.91 ms
[2021-06-18 11:16:51 main:581] : INFO : Epoch 1768 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 1850.15 ms
[2021-06-18 11:16:53 main:581] : INFO : Epoch 1769 | loss: 0.0311505 | val_loss: 0.0311617 | Time: 1864.68 ms
[2021-06-18 11:16:55 main:581] : INFO : Epoch 1770 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 1825.75 ms
[2021-06-18 11:16:57 main:581] : INFO : Epoch 1771 | loss: 0.031156 | val_loss: 0.0311717 | Time: 1825.76 ms
[2021-06-18 11:16:59 main:581] : INFO : Epoch 1772 | loss: 0.0311573 | val_loss: 0.0311627 | Time: 1826.69 ms
[2021-06-18 11:17:00 main:581] : INFO : Epoch 1773 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 1833.37 ms
[2021-06-18 11:17:02 main:581] : INFO : Epoch 1774 | loss: 0.0311507 | val_loss: 0.0311606 | Time: 1871.5 ms
[2021-06-18 11:17:04 main:581] : INFO : Epoch 1775 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 1831.59 ms
[2021-06-18 11:17:06 main:581] : INFO : Epoch 1776 | loss: 0.0311505 | val_loss: 0.0311693 | Time: 1840.98 ms
[2021-06-18 11:17:08 main:581] : INFO : Epoch 1777 | loss: 0.0311517 | val_loss: 0.0311598 | Time: 1845.55 ms
[2021-06-18 11:17:10 main:581] : INFO : Epoch 1778 | loss: 0.03115 | val_loss: 0.0311634 | Time: 1822.12 ms
[2021-06-18 11:17:12 main:581] : INFO : Epoch 1779 | loss: 0.0311506 | val_loss: 0.0311604 | Time: 1817.17 ms
[2021-06-18 11:17:13 main:581] : INFO : Epoch 1780 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 1865.95 ms
[2021-06-18 11:17:15 main:581] : INFO : Epoch 1781 | loss: 0.031154 | val_loss: 0.0311592 | Time: 1850.16 ms
[2021-06-18 11:17:17 main:581] : INFO : Epoch 1782 | loss: 0.0311539 | val_loss: 0.0311587 | Time: 1820.86 ms
[2021-06-18 11:17:19 main:581] : INFO : Epoch 1783 | loss: 0.0311499 | val_loss: 0.0311558 | Time: 1815.8 ms
[2021-06-18 11:17:21 main:581] : INFO : Epoch 1784 | loss: 0.0311481 | val_loss: 0.0311578 | Time: 1828.62 ms
[2021-06-18 11:17:23 main:581] : INFO : Epoch 1785 | loss: 0.0311483 | val_loss: 0.0311607 | Time: 1834.6 ms
[2021-06-18 11:17:24 main:581] : INFO : Epoch 1786 | loss: 0.0311472 | val_loss: 0.0311556 | Time: 1839.92 ms
[2021-06-18 11:17:26 main:581] : INFO : Epoch 1787 | loss: 0.0311466 | val_loss: 0.0311553 | Time: 1862.39 ms
[2021-06-18 11:17:28 main:581] : INFO : Epoch 1788 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1838.81 ms
[2021-06-18 11:17:30 main:581] : INFO : Epoch 1789 | loss: 0.0311511 | val_loss: 0.031156 | Time: 1828.97 ms
[2021-06-18 11:17:32 main:581] : INFO : Epoch 1790 | loss: 0.031148 | val_loss: 0.0311562 | Time: 1871.96 ms
[2021-06-18 11:17:34 main:581] : INFO : Epoch 1791 | loss: 0.0311505 | val_loss: 0.0311551 | Time: 1826.6 ms
[2021-06-18 11:17:35 main:581] : INFO : Epoch 1792 | loss: 0.0311445 | val_loss: 0.0311536 | Time: 1836.32 ms
[2021-06-18 11:17:37 main:581] : INFO : Epoch 1793 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 1849.62 ms
[2021-06-18 11:17:39 main:581] : INFO : Epoch 1794 | loss: 0.031147 | val_loss: 0.0311561 | Time: 1867.16 ms
[2021-06-18 11:17:41 main:581] : INFO : Epoch 1795 | loss: 0.0311454 | val_loss: 0.0311543 | Time: 1844.96 ms
[2021-06-18 11:17:43 main:581] : INFO : Epoch 1796 | loss: 0.0311415 | val_loss: 0.0311555 | Time: 1861.81 ms
[2021-06-18 11:17:45 main:581] : INFO : Epoch 1797 | loss: 0.0311407 | val_loss: 0.0311559 | Time: 1881.96 ms
[2021-06-18 11:17:47 main:581] : INFO : Epoch 1798 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 1859.71 ms
[2021-06-18 11:17:48 main:581] : INFO : Epoch 1799 | loss: 0.0311414 | val_loss: 0.0311561 | Time: 1848.75 ms
[2021-06-18 11:17:50 main:581] : INFO : Epoch 1800 | loss: 0.0311484 | val_loss: 0.0311621 | Time: 1840.38 ms
[2021-06-18 11:17:52 main:581] : INFO : Epoch 1801 | loss: 0.0311448 | val_loss: 0.0311579 | Time: 1825.21 ms
[2021-06-18 11:17:54 main:581] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.0311599 | Time: 1822.73 ms
[2021-06-18 11:17:56 main:581] : INFO : Epoch 1803 | loss: 0.0311477 | val_loss: 0.0311554 | Time: 1837.15 ms
[2021-06-18 11:17:58 main:581] : INFO : Epoch 1804 | loss: 0.031148 | val_loss: 0.0311504 | Time: 1840.8 ms
[2021-06-18 11:17:59 main:581] : INFO : Epoch 1805 | loss: 0.0311456 | val_loss: 0.0311481 | Time: 1849.15 ms
[2021-06-18 11:18:01 main:581] : INFO : Epoch 1806 | loss: 0.0311442 | val_loss: 0.0311491 | Time: 1840.89 ms
[2021-06-18 11:18:03 main:581] : INFO : Epoch 1807 | loss: 0.0311409 | val_loss: 0.0311487 | Time: 1826.9 ms
[2021-06-18 11:18:05 main:581] : INFO : Epoch 1808 | loss: 0.0311404 | val_loss: 0.0311478 | Time: 1836.53 ms
[2021-06-18 11:18:07 main:581] : INFO : Epoch 1809 | loss: 0.0311388 | val_loss: 0.0311468 | Time: 1822.73 ms
[2021-06-18 11:18:09 main:581] : INFO : Epoch 1810 | loss: 0.0311388 | val_loss: 0.0311471 | Time: 1823.25 ms
[2021-06-18 11:18:10 main:581] : INFO : Epoch 1811 | loss: 0.0311375 | val_loss: 0.0311492 | Time: 1816.4 ms
[2021-06-18 11:18:12 main:581] : INFO : Epoch 1812 | loss: 0.0311384 | val_loss: 0.0311474 | Time: 1834.4 ms
[2021-06-18 11:18:14 main:581] : INFO : Epoch 1813 | loss: 0.0311373 | val_loss: 0.0311496 | Time: 1868.54 ms
[2021-06-18 11:18:16 main:581] : INFO : Epoch 1814 | loss: 0.0311389 | val_loss: 0.0311477 | Time: 1870.17 ms
[2021-06-18 11:18:18 main:581] : INFO : Epoch 1815 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 1838.29 ms
[2021-06-18 11:18:20 main:581] : INFO : Epoch 1816 | loss: 0.0311397 | val_loss: 0.031151 | Time: 1826.56 ms
[2021-06-18 11:18:22 main:581] : INFO : Epoch 1817 | loss: 0.0311425 | val_loss: 0.0311482 | Time: 1839.88 ms
[2021-06-18 11:18:23 main:581] : INFO : Epoch 1818 | loss: 0.0311399 | val_loss: 0.0311463 | Time: 1831.59 ms
[2021-06-18 11:18:25 main:581] : INFO : Epoch 1819 | loss: 0.0311372 | val_loss: 0.0311521 | Time: 1835.68 ms
[2021-06-18 11:18:27 main:581] : INFO : Epoch 1820 | loss: 0.0311389 | val_loss: 0.0311474 | Time: 1784.01 ms
[2021-06-18 11:18:29 main:581] : INFO : Epoch 1821 | loss: 0.0311357 | val_loss: 0.0311467 | Time: 1857.52 ms
[2021-06-18 11:18:31 main:581] : INFO : Epoch 1822 | loss: 0.0311339 | val_loss: 0.031148 | Time: 1822.28 ms
[2021-06-18 11:18:32 main:581] : INFO : Epoch 1823 | loss: 0.0311343 | val_loss: 0.0311465 | Time: 1830.54 ms
[2021-06-18 11:18:34 main:581] : INFO : Epoch 1824 | loss: 0.0311342 | val_loss: 0.0311487 | Time: 1834.74 ms
[2021-06-18 11:18:36 main:581] : INFO : Epoch 1825 | loss: 0.0311354 | val_loss: 0.0311447 | Time: 1828.85 ms
[2021-06-18 11:18:38 main:581] : INFO : Epoch 1826 | loss: 0.0311339 | val_loss: 0.0311459 | Time: 1830.98 ms
[2021-06-18 11:18:40 main:581] : INFO : Epoch 1827 | loss: 0.0311332 | val_loss: 0.0311436 | Time: 1873.81 ms
[2021-06-18 11:18:42 main:581] : INFO : Epoch 1828 | loss: 0.0311324 | val_loss: 0.0311425 | Time: 1847.29 ms
[2021-06-18 11:18:44 main:581] : INFO : Epoch 1829 | loss: 0.0311323 | val_loss: 0.0311448 | Time: 1839.01 ms
[2021-06-18 11:18:45 main:581] : INFO : Epoch 1830 | loss: 0.0311325 | val_loss: 0.0311452 | Time: 1884.99 ms
[2021-06-18 11:18:47 main:581] : INFO : Epoch 1831 | loss: 0.0311302 | val_loss: 0.0311451 | Time: 1825.66 ms
[2021-06-18 11:18:49 main:581] : INFO : Epoch 1832 | loss: 0.0311361 | val_loss: 0.0311437 | Time: 1861.56 ms
[2021-06-18 11:18:51 main:581] : INFO : Epoch 1833 | loss: 0.0311301 | val_loss: 0.0311418 | Time: 1844.84 ms
[2021-06-18 11:18:53 main:581] : INFO : Epoch 1834 | loss: 0.0311325 | val_loss: 0.0311466 | Time: 1830.07 ms
[2021-06-18 11:18:55 main:581] : INFO : Epoch 1835 | loss: 0.0311327 | val_loss: 0.0311421 | Time: 1829.37 ms
[2021-06-18 11:18:56 main:581] : INFO : Epoch 1836 | loss: 0.0311315 | val_loss: 0.0311402 | Time: 1842.8 ms
[2021-06-18 11:18:58 main:581] : INFO : Epoch 1837 | loss: 0.0311284 | val_loss: 0.0311415 | Time: 1818.23 ms
[2021-06-18 11:19:00 main:581] : INFO : Epoch 1838 | loss: 0.031127 | val_loss: 0.0311418 | Time: 1815.55 ms
[2021-06-18 11:19:02 main:581] : INFO : Epoch 1839 | loss: 0.0311267 | val_loss: 0.0311427 | Time: 1812.76 ms
[2021-06-18 11:19:04 main:581] : INFO : Epoch 1840 | loss: 0.0311271 | val_loss: 0.0311506 | Time: 1829.03 ms
[2021-06-18 11:19:06 main:581] : INFO : Epoch 1841 | loss: 0.0311329 | val_loss: 0.0311433 | Time: 1821.15 ms
[2021-06-18 11:19:07 main:581] : INFO : Epoch 1842 | loss: 0.0311283 | val_loss: 0.0311412 | Time: 1835.86 ms
[2021-06-18 11:19:09 main:581] : INFO : Epoch 1843 | loss: 0.0311278 | val_loss: 0.0311412 | Time: 1820.69 ms
[2021-06-18 11:19:11 main:581] : INFO : Epoch 1844 | loss: 0.0311286 | val_loss: 0.0311395 | Time: 1849.69 ms
[2021-06-18 11:19:13 main:581] : INFO : Epoch 1845 | loss: 0.0311275 | val_loss: 0.0311437 | Time: 1872.93 ms
[2021-06-18 11:19:15 main:581] : INFO : Epoch 1846 | loss: 0.0311275 | val_loss: 0.0311411 | Time: 1839.32 ms
[2021-06-18 11:19:17 main:581] : INFO : Epoch 1847 | loss: 0.0311252 | val_loss: 0.0311416 | Time: 1827.45 ms
[2021-06-18 11:19:18 main:581] : INFO : Epoch 1848 | loss: 0.0311251 | val_loss: 0.0311471 | Time: 1838.3 ms
[2021-06-18 11:19:20 main:581] : INFO : Epoch 1849 | loss: 0.0311262 | val_loss: 0.0311538 | Time: 1831.45 ms
[2021-06-18 11:19:22 main:581] : INFO : Epoch 1850 | loss: 0.0311311 | val_loss: 0.0311473 | Time: 1838.05 ms
[2021-06-18 11:19:24 main:581] : INFO : Epoch 1851 | loss: 0.0311283 | val_loss: 0.0311423 | Time: 1831.84 ms
[2021-06-18 11:19:26 main:581] : INFO : Epoch 1852 | loss: 0.0311307 | val_loss: 0.0311477 | Time: 1818.87 ms
[2021-06-18 11:19:28 main:581] : INFO : Epoch 1853 | loss: 0.031134 | val_loss: 0.0311452 | Time: 1838.11 ms
[2021-06-18 11:19:29 main:581] : INFO : Epoch 1854 | loss: 0.0311322 | val_loss: 0.0311418 | Time: 1861.73 ms
[2021-06-18 11:19:31 main:581] : INFO : Epoch 1855 | loss: 0.0311267 | val_loss: 0.031142 | Time: 1859.27 ms
[2021-06-18 11:19:33 main:581] : INFO : Epoch 1856 | loss: 0.031126 | val_loss: 0.0311424 | Time: 1881.29 ms
[2021-06-18 11:19:35 main:581] : INFO : Epoch 1857 | loss: 0.0311272 | val_loss: 0.0311412 | Time: 1838 ms
[2021-06-18 11:19:37 main:581] : INFO : Epoch 1858 | loss: 0.031128 | val_loss: 0.0311387 | Time: 1812.25 ms
[2021-06-18 11:19:39 main:581] : INFO : Epoch 1859 | loss: 0.0311277 | val_loss: 0.0311409 | Time: 1832.15 ms
[2021-06-18 11:19:41 main:581] : INFO : Epoch 1860 | loss: 0.0311266 | val_loss: 0.0311544 | Time: 1841.45 ms
[2021-06-18 11:19:42 main:581] : INFO : Epoch 1861 | loss: 0.0311292 | val_loss: 0.0311431 | Time: 1820.38 ms
[2021-06-18 11:19:44 main:581] : INFO : Epoch 1862 | loss: 0.0311275 | val_loss: 0.0311405 | Time: 1842.45 ms
[2021-06-18 11:19:46 main:581] : INFO : Epoch 1863 | loss: 0.0311235 | val_loss: 0.0311408 | Time: 1867.98 ms
[2021-06-18 11:19:48 main:581] : INFO : Epoch 1864 | loss: 0.0311228 | val_loss: 0.0311443 | Time: 1850.1 ms
[2021-06-18 11:19:50 main:581] : INFO : Epoch 1865 | loss: 0.031124 | val_loss: 0.0311414 | Time: 1880.9 ms
[2021-06-18 11:19:52 main:581] : INFO : Epoch 1866 | loss: 0.0311224 | val_loss: 0.0311438 | Time: 1881.87 ms
[2021-06-18 11:19:54 main:581] : INFO : Epoch 1867 | loss: 0.0311258 | val_loss: 0.031147 | Time: 1846.17 ms
[2021-06-18 11:19:55 main:581] : INFO : Epoch 1868 | loss: 0.031126 | val_loss: 0.0311379 | Time: 1870.61 ms
[2021-06-18 11:19:57 main:581] : INFO : Epoch 1869 | loss: 0.0311248 | val_loss: 0.0311434 | Time: 1857.28 ms
[2021-06-18 11:19:59 main:581] : INFO : Epoch 1870 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 1870.86 ms
[2021-06-18 11:20:01 main:581] : INFO : Epoch 1871 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 1848.47 ms
[2021-06-18 11:20:03 main:581] : INFO : Epoch 1872 | loss: 0.0311348 | val_loss: 0.0311407 | Time: 1843.93 ms
[2021-06-18 11:20:05 main:581] : INFO : Epoch 1873 | loss: 0.0311237 | val_loss: 0.0311446 | Time: 1827.58 ms
[2021-06-18 11:20:06 main:581] : INFO : Epoch 1874 | loss: 0.0311256 | val_loss: 0.0311382 | Time: 1841.25 ms
[2021-06-18 11:20:08 main:581] : INFO : Epoch 1875 | loss: 0.0311228 | val_loss: 0.0311393 | Time: 1825.21 ms
[2021-06-18 11:20:10 main:581] : INFO : Epoch 1876 | loss: 0.031122 | val_loss: 0.0311417 | Time: 1823.06 ms
[2021-06-18 11:20:12 main:581] : INFO : Epoch 1877 | loss: 0.0311224 | val_loss: 0.0311413 | Time: 1796.22 ms
[2021-06-18 11:20:14 main:581] : INFO : Epoch 1878 | loss: 0.0311231 | val_loss: 0.0311429 | Time: 1824.33 ms
[2021-06-18 11:20:16 main:581] : INFO : Epoch 1879 | loss: 0.0311277 | val_loss: 0.0311549 | Time: 1871.77 ms
[2021-06-18 11:20:17 main:581] : INFO : Epoch 1880 | loss: 0.0311289 | val_loss: 0.0311411 | Time: 1866.81 ms
[2021-06-18 11:20:19 main:581] : INFO : Epoch 1881 | loss: 0.0311249 | val_loss: 0.0311416 | Time: 1853.55 ms
[2021-06-18 11:20:21 main:581] : INFO : Epoch 1882 | loss: 0.0311226 | val_loss: 0.0311412 | Time: 1828.25 ms
[2021-06-18 11:20:23 main:581] : INFO : Epoch 1883 | loss: 0.031125 | val_loss: 0.0311399 | Time: 1876.27 ms
[2021-06-18 11:20:25 main:581] : INFO : Epoch 1884 | loss: 0.0311206 | val_loss: 0.0311383 | Time: 1844.86 ms
[2021-06-18 11:20:27 main:581] : INFO : Epoch 1885 | loss: 0.0311226 | val_loss: 0.0311392 | Time: 1787.82 ms
[2021-06-18 11:20:28 main:581] : INFO : Epoch 1886 | loss: 0.031123 | val_loss: 0.0311388 | Time: 1829.86 ms
[2021-06-18 11:20:30 main:581] : INFO : Epoch 1887 | loss: 0.0311224 | val_loss: 0.0311386 | Time: 1880.42 ms
[2021-06-18 11:20:32 main:581] : INFO : Epoch 1888 | loss: 0.0311241 | val_loss: 0.031142 | Time: 1875.55 ms
[2021-06-18 11:20:34 main:581] : INFO : Epoch 1889 | loss: 0.0311199 | val_loss: 0.0311363 | Time: 1827.4 ms
[2021-06-18 11:20:36 main:581] : INFO : Epoch 1890 | loss: 0.0311197 | val_loss: 0.0311367 | Time: 1826.38 ms
[2021-06-18 11:20:38 main:581] : INFO : Epoch 1891 | loss: 0.0311211 | val_loss: 0.0311446 | Time: 1848.52 ms
[2021-06-18 11:20:40 main:581] : INFO : Epoch 1892 | loss: 0.0311198 | val_loss: 0.031151 | Time: 1843.08 ms
[2021-06-18 11:20:41 main:581] : INFO : Epoch 1893 | loss: 0.0311284 | val_loss: 0.0311428 | Time: 1857.57 ms
[2021-06-18 11:20:43 main:581] : INFO : Epoch 1894 | loss: 0.0311202 | val_loss: 0.0311363 | Time: 1875.89 ms
[2021-06-18 11:20:45 main:581] : INFO : Epoch 1895 | loss: 0.0311243 | val_loss: 0.0311444 | Time: 1872.77 ms
[2021-06-18 11:20:47 main:581] : INFO : Epoch 1896 | loss: 0.0311224 | val_loss: 0.0311359 | Time: 1842.64 ms
[2021-06-18 11:20:49 main:581] : INFO : Epoch 1897 | loss: 0.0311182 | val_loss: 0.0311356 | Time: 1870.56 ms
[2021-06-18 11:20:51 main:581] : INFO : Epoch 1898 | loss: 0.0311165 | val_loss: 0.0311372 | Time: 1846.44 ms
[2021-06-18 11:20:53 main:581] : INFO : Epoch 1899 | loss: 0.0311187 | val_loss: 0.0311394 | Time: 1824.8 ms
[2021-06-18 11:20:54 main:581] : INFO : Epoch 1900 | loss: 0.0311195 | val_loss: 0.0311342 | Time: 1844.44 ms
[2021-06-18 11:20:56 main:581] : INFO : Epoch 1901 | loss: 0.0311189 | val_loss: 0.0311332 | Time: 1827.32 ms
[2021-06-18 11:20:58 main:581] : INFO : Epoch 1902 | loss: 0.0311175 | val_loss: 0.0311333 | Time: 1844.1 ms
[2021-06-18 11:21:00 main:581] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0311379 | Time: 1880.73 ms
[2021-06-18 11:21:02 main:581] : INFO : Epoch 1904 | loss: 0.0311204 | val_loss: 0.0311332 | Time: 1868.71 ms
[2021-06-18 11:21:04 main:581] : INFO : Epoch 1905 | loss: 0.031118 | val_loss: 0.0311411 | Time: 1846.57 ms
[2021-06-18 11:21:06 main:581] : INFO : Epoch 1906 | loss: 0.031117 | val_loss: 0.031133 | Time: 1834.31 ms
[2021-06-18 11:21:07 main:581] : INFO : Epoch 1907 | loss: 0.0311158 | val_loss: 0.031137 | Time: 1832.51 ms
[2021-06-18 11:21:09 main:581] : INFO : Epoch 1908 | loss: 0.0311177 | val_loss: 0.0311322 | Time: 1831.17 ms
[2021-06-18 11:21:11 main:581] : INFO : Epoch 1909 | loss: 0.0311152 | val_loss: 0.0311375 | Time: 1811.62 ms
[2021-06-18 11:21:13 main:581] : INFO : Epoch 1910 | loss: 0.0311191 | val_loss: 0.0311368 | Time: 1845.15 ms
[2021-06-18 11:21:15 main:581] : INFO : Epoch 1911 | loss: 0.031129 | val_loss: 0.0311376 | Time: 1853.97 ms
[2021-06-18 11:21:17 main:581] : INFO : Epoch 1912 | loss: 0.0311338 | val_loss: 0.0311474 | Time: 1837.68 ms
[2021-06-18 11:21:18 main:581] : INFO : Epoch 1913 | loss: 0.0311293 | val_loss: 0.0311368 | Time: 1867.8 ms
[2021-06-18 11:21:20 main:581] : INFO : Epoch 1914 | loss: 0.031129 | val_loss: 0.0311414 | Time: 1831.99 ms
[2021-06-18 11:21:22 main:581] : INFO : Epoch 1915 | loss: 0.031128 | val_loss: 0.0311352 | Time: 1835.38 ms
[2021-06-18 11:21:24 main:581] : INFO : Epoch 1916 | loss: 0.0311233 | val_loss: 0.0311353 | Time: 1837.94 ms
[2021-06-18 11:21:26 main:581] : INFO : Epoch 1917 | loss: 0.0311246 | val_loss: 0.0311418 | Time: 1845.91 ms
[2021-06-18 11:21:28 main:581] : INFO : Epoch 1918 | loss: 0.0311316 | val_loss: 0.0311392 | Time: 1848.38 ms
[2021-06-18 11:21:29 main:581] : INFO : Epoch 1919 | loss: 0.031134 | val_loss: 0.0311375 | Time: 1843.47 ms
[2021-06-18 11:21:31 main:581] : INFO : Epoch 1920 | loss: 0.0311316 | val_loss: 0.0311331 | Time: 1831.84 ms
[2021-06-18 11:21:33 main:581] : INFO : Epoch 1921 | loss: 0.0311277 | val_loss: 0.031134 | Time: 1850.94 ms
[2021-06-18 11:21:35 main:581] : INFO : Epoch 1922 | loss: 0.0311271 | val_loss: 0.0311468 | Time: 1834.48 ms
[2021-06-18 11:21:37 main:581] : INFO : Epoch 1923 | loss: 0.0311284 | val_loss: 0.0311427 | Time: 1831.16 ms
[2021-06-18 11:21:39 main:581] : INFO : Epoch 1924 | loss: 0.0311458 | val_loss: 0.0311473 | Time: 1809.1 ms
[2021-06-18 11:21:40 main:581] : INFO : Epoch 1925 | loss: 0.0311416 | val_loss: 0.0311427 | Time: 1855.72 ms
[2021-06-18 11:21:42 main:581] : INFO : Epoch 1926 | loss: 0.0311384 | val_loss: 0.0311431 | Time: 1842.94 ms
[2021-06-18 11:21:44 main:581] : INFO : Epoch 1927 | loss: 0.0311329 | val_loss: 0.0311367 | Time: 1851.18 ms
[2021-06-18 11:21:46 main:581] : INFO : Epoch 1928 | loss: 0.0311304 | val_loss: 0.0311394 | Time: 1896.79 ms
[2021-06-18 11:21:48 main:581] : INFO : Epoch 1929 | loss: 0.0311315 | val_loss: 0.0311339 | Time: 1882.59 ms
[2021-06-18 11:21:50 main:581] : INFO : Epoch 1930 | loss: 0.0311304 | val_loss: 0.0311372 | Time: 1832.23 ms
[2021-06-18 11:21:52 main:581] : INFO : Epoch 1931 | loss: 0.0311284 | val_loss: 0.0311345 | Time: 1833.28 ms
[2021-06-18 11:21:53 main:581] : INFO : Epoch 1932 | loss: 0.0311246 | val_loss: 0.031133 | Time: 1835.11 ms
[2021-06-18 11:21:55 main:581] : INFO : Epoch 1933 | loss: 0.0311253 | val_loss: 0.0311308 | Time: 1832.23 ms
[2021-06-18 11:21:57 main:581] : INFO : Epoch 1934 | loss: 0.0311224 | val_loss: 0.0311311 | Time: 1860.54 ms
[2021-06-18 11:21:59 main:581] : INFO : Epoch 1935 | loss: 0.0311228 | val_loss: 0.0311334 | Time: 1863.98 ms
[2021-06-18 11:22:01 main:581] : INFO : Epoch 1936 | loss: 0.0311202 | val_loss: 0.0311322 | Time: 1864.88 ms
[2021-06-18 11:22:03 main:581] : INFO : Epoch 1937 | loss: 0.0311202 | val_loss: 0.0311312 | Time: 1842.02 ms
[2021-06-18 11:22:05 main:581] : INFO : Epoch 1938 | loss: 0.0311255 | val_loss: 0.0311367 | Time: 1832.7 ms
[2021-06-18 11:22:06 main:581] : INFO : Epoch 1939 | loss: 0.031137 | val_loss: 0.0311438 | Time: 1824.31 ms
[2021-06-18 11:22:08 main:581] : INFO : Epoch 1940 | loss: 0.0311373 | val_loss: 0.0311374 | Time: 1837.89 ms
[2021-06-18 11:22:10 main:581] : INFO : Epoch 1941 | loss: 0.0311311 | val_loss: 0.0311461 | Time: 1844.36 ms
[2021-06-18 11:22:12 main:581] : INFO : Epoch 1942 | loss: 0.0311317 | val_loss: 0.0311424 | Time: 1888.18 ms
[2021-06-18 11:22:14 main:581] : INFO : Epoch 1943 | loss: 0.0311391 | val_loss: 0.0311431 | Time: 1825.61 ms
[2021-06-18 11:22:16 main:581] : INFO : Epoch 1944 | loss: 0.0311368 | val_loss: 0.0311459 | Time: 1830.39 ms
[2021-06-18 11:22:17 main:581] : INFO : Epoch 1945 | loss: 0.0311352 | val_loss: 0.0311399 | Time: 1843.16 ms
[2021-06-18 11:22:19 main:581] : INFO : Epoch 1946 | loss: 0.0311284 | val_loss: 0.0311353 | Time: 1840.95 ms
[2021-06-18 11:22:21 main:581] : INFO : Epoch 1947 | loss: 0.0311268 | val_loss: 0.0311309 | Time: 1866.59 ms
[2021-06-18 11:22:23 main:581] : INFO : Epoch 1948 | loss: 0.0311241 | val_loss: 0.0311324 | Time: 1868.43 ms
[2021-06-18 11:22:25 main:581] : INFO : Epoch 1949 | loss: 0.0311229 | val_loss: 0.031132 | Time: 1838.84 ms
[2021-06-18 11:22:27 main:581] : INFO : Epoch 1950 | loss: 0.0311216 | val_loss: 0.0311319 | Time: 1876.03 ms
[2021-06-18 11:22:29 main:581] : INFO : Epoch 1951 | loss: 0.0311207 | val_loss: 0.0311323 | Time: 1832.22 ms
[2021-06-18 11:22:30 main:581] : INFO : Epoch 1952 | loss: 0.0311214 | val_loss: 0.0311304 | Time: 1834.6 ms
[2021-06-18 11:22:32 main:581] : INFO : Epoch 1953 | loss: 0.0311238 | val_loss: 0.0311341 | Time: 1837.84 ms
[2021-06-18 11:22:34 main:581] : INFO : Epoch 1954 | loss: 0.0311223 | val_loss: 0.0311336 | Time: 1838.08 ms
[2021-06-18 11:22:36 main:581] : INFO : Epoch 1955 | loss: 0.0311218 | val_loss: 0.0311325 | Time: 1824.83 ms
[2021-06-18 11:22:38 main:581] : INFO : Epoch 1956 | loss: 0.0311255 | val_loss: 0.0311356 | Time: 1826.45 ms
[2021-06-18 11:22:40 main:581] : INFO : Epoch 1957 | loss: 0.0311228 | val_loss: 0.0311349 | Time: 1840.07 ms
[2021-06-18 11:22:41 main:581] : INFO : Epoch 1958 | loss: 0.0311303 | val_loss: 0.0311463 | Time: 1824.53 ms
[2021-06-18 11:22:43 main:581] : INFO : Epoch 1959 | loss: 0.0311311 | val_loss: 0.0311312 | Time: 1800.2 ms
[2021-06-18 11:22:45 main:581] : INFO : Epoch 1960 | loss: 0.0311238 | val_loss: 0.0311325 | Time: 1840.97 ms
[2021-06-18 11:22:47 main:581] : INFO : Epoch 1961 | loss: 0.0311188 | val_loss: 0.0311323 | Time: 1835.6 ms
[2021-06-18 11:22:49 main:581] : INFO : Epoch 1962 | loss: 0.0311186 | val_loss: 0.0311286 | Time: 1826.73 ms
[2021-06-18 11:22:51 main:581] : INFO : Epoch 1963 | loss: 0.0311165 | val_loss: 0.0311333 | Time: 1830.8 ms
[2021-06-18 11:22:52 main:581] : INFO : Epoch 1964 | loss: 0.031118 | val_loss: 0.0311362 | Time: 1832.81 ms
[2021-06-18 11:22:54 main:581] : INFO : Epoch 1965 | loss: 0.0311204 | val_loss: 0.0311343 | Time: 1854.22 ms
[2021-06-18 11:22:56 main:581] : INFO : Epoch 1966 | loss: 0.0311197 | val_loss: 0.0311418 | Time: 1856.51 ms
[2021-06-18 11:22:58 main:581] : INFO : Epoch 1967 | loss: 0.0311221 | val_loss: 0.0311516 | Time: 1832.98 ms
[2021-06-18 11:23:00 main:581] : INFO : Epoch 1968 | loss: 0.0311252 | val_loss: 0.0311317 | Time: 1857.38 ms
[2021-06-18 11:23:02 main:581] : INFO : Epoch 1969 | loss: 0.0311175 | val_loss: 0.0311259 | Time: 1847.9 ms
[2021-06-18 11:23:03 main:581] : INFO : Epoch 1970 | loss: 0.0311129 | val_loss: 0.0311299 | Time: 1816.03 ms
[2021-06-18 11:23:05 main:581] : INFO : Epoch 1971 | loss: 0.0311157 | val_loss: 0.0311284 | Time: 1834.24 ms
[2021-06-18 11:23:07 main:581] : INFO : Epoch 1972 | loss: 0.0311131 | val_loss: 0.0311261 | Time: 1843.9 ms
[2021-06-18 11:23:09 main:581] : INFO : Epoch 1973 | loss: 0.0311139 | val_loss: 0.0311265 | Time: 1849.18 ms
[2021-06-18 11:23:11 main:581] : INFO : Epoch 1974 | loss: 0.0311131 | val_loss: 0.0311272 | Time: 1840.21 ms
[2021-06-18 11:23:13 main:581] : INFO : Epoch 1975 | loss: 0.0311122 | val_loss: 0.0311272 | Time: 1848.2 ms
[2021-06-18 11:23:14 main:581] : INFO : Epoch 1976 | loss: 0.0311115 | val_loss: 0.0311289 | Time: 1836.42 ms
[2021-06-18 11:23:16 main:581] : INFO : Epoch 1977 | loss: 0.0311147 | val_loss: 0.0311303 | Time: 1837.25 ms
[2021-06-18 11:23:18 main:581] : INFO : Epoch 1978 | loss: 0.0311135 | val_loss: 0.0311274 | Time: 1834.87 ms
[2021-06-18 11:23:20 main:581] : INFO : Epoch 1979 | loss: 0.0311149 | val_loss: 0.0311278 | Time: 1855.12 ms
[2021-06-18 11:23:22 main:581] : INFO : Epoch 1980 | loss: 0.0311133 | val_loss: 0.0311362 | Time: 1823.56 ms
[2021-06-18 11:23:24 main:581] : INFO : Epoch 1981 | loss: 0.0311168 | val_loss: 0.0311283 | Time: 1846.77 ms
[2021-06-18 11:23:26 main:581] : INFO : Epoch 1982 | loss: 0.0311105 | val_loss: 0.0311313 | Time: 1862.02 ms
[2021-06-18 11:23:27 main:581] : INFO : Epoch 1983 | loss: 0.0311098 | val_loss: 0.0311291 | Time: 1818.69 ms
[2021-06-18 11:23:29 main:581] : INFO : Epoch 1984 | loss: 0.0311114 | val_loss: 0.0311368 | Time: 1843.89 ms
[2021-06-18 11:23:31 main:581] : INFO : Epoch 1985 | loss: 0.0311132 | val_loss: 0.0311282 | Time: 1841.78 ms
[2021-06-18 11:23:33 main:581] : INFO : Epoch 1986 | loss: 0.0311087 | val_loss: 0.0311258 | Time: 1846.78 ms
[2021-06-18 11:23:35 main:581] : INFO : Epoch 1987 | loss: 0.0311079 | val_loss: 0.0311275 | Time: 1839.15 ms
[2021-06-18 11:23:37 main:581] : INFO : Epoch 1988 | loss: 0.0311088 | val_loss: 0.0311307 | Time: 1843.86 ms
[2021-06-18 11:23:38 main:581] : INFO : Epoch 1989 | loss: 0.0311084 | val_loss: 0.0311359 | Time: 1848.65 ms
[2021-06-18 11:23:40 main:581] : INFO : Epoch 1990 | loss: 0.0311087 | val_loss: 0.0311305 | Time: 1843.88 ms
[2021-06-18 11:23:42 main:581] : INFO : Epoch 1991 | loss: 0.0311066 | val_loss: 0.0311307 | Time: 1843.66 ms
[2021-06-18 11:23:44 main:581] : INFO : Epoch 1992 | loss: 0.0311071 | val_loss: 0.0311313 | Time: 1840.98 ms
[2021-06-18 11:23:46 main:581] : INFO : Epoch 1993 | loss: 0.0311111 | val_loss: 0.0311524 | Time: 1823.54 ms
[2021-06-18 11:23:48 main:581] : INFO : Epoch 1994 | loss: 0.0311155 | val_loss: 0.0311408 | Time: 1844.07 ms
[2021-06-18 11:23:49 main:581] : INFO : Epoch 1995 | loss: 0.0311094 | val_loss: 0.0311308 | Time: 1832.08 ms
[2021-06-18 11:23:51 main:581] : INFO : Epoch 1996 | loss: 0.0311066 | val_loss: 0.0311282 | Time: 1836.21 ms
[2021-06-18 11:23:53 main:581] : INFO : Epoch 1997 | loss: 0.0311051 | val_loss: 0.0311272 | Time: 1829.68 ms
[2021-06-18 11:23:55 main:581] : INFO : Epoch 1998 | loss: 0.0311055 | val_loss: 0.031133 | Time: 1847.08 ms
[2021-06-18 11:23:57 main:581] : INFO : Epoch 1999 | loss: 0.0311142 | val_loss: 0.0311347 | Time: 1846.88 ms
[2021-06-18 11:23:59 main:581] : INFO : Epoch 2000 | loss: 0.0311154 | val_loss: 0.0311286 | Time: 1834.64 ms
[2021-06-18 11:24:00 main:581] : INFO : Epoch 2001 | loss: 0.0311072 | val_loss: 0.0311281 | Time: 1832.32 ms
[2021-06-18 11:24:02 main:581] : INFO : Epoch 2002 | loss: 0.0311049 | val_loss: 0.031129 | Time: 1837.89 ms
[2021-06-18 11:24:04 main:581] : INFO : Epoch 2003 | loss: 0.031105 | val_loss: 0.0311285 | Time: 1840.02 ms
[2021-06-18 11:24:06 main:581] : INFO : Epoch 2004 | loss: 0.0311053 | val_loss: 0.0311294 | Time: 1819.06 ms
[2021-06-18 11:24:08 main:581] : INFO : Epoch 2005 | loss: 0.0311077 | val_loss: 0.0311344 | Time: 1832.31 ms
[2021-06-18 11:24:10 main:581] : INFO : Epoch 2006 | loss: 0.0311088 | val_loss: 0.0311324 | Time: 1837.22 ms
[2021-06-18 11:24:11 main:581] : INFO : Epoch 2007 | loss: 0.0311086 | val_loss: 0.0311409 | Time: 1818.8 ms
[2021-06-18 11:24:13 main:581] : INFO : Epoch 2008 | loss: 0.0311102 | val_loss: 0.0311329 | Time: 1868.44 ms
[2021-06-18 11:24:15 main:581] : INFO : Epoch 2009 | loss: 0.0311093 | val_loss: 0.0311439 | Time: 1837.72 ms
[2021-06-18 11:24:17 main:581] : INFO : Epoch 2010 | loss: 0.0311075 | val_loss: 0.0311297 | Time: 1819.64 ms
[2021-06-18 11:24:19 main:581] : INFO : Epoch 2011 | loss: 0.0311074 | val_loss: 0.031133 | Time: 1821.41 ms
[2021-06-18 11:24:21 main:581] : INFO : Epoch 2012 | loss: 0.0311071 | val_loss: 0.0311299 | Time: 1826.77 ms
[2021-06-18 11:24:22 main:581] : INFO : Epoch 2013 | loss: 0.0311071 | val_loss: 0.0311314 | Time: 1799.41 ms
[2021-06-18 11:24:24 main:581] : INFO : Epoch 2014 | loss: 0.031107 | val_loss: 0.0311291 | Time: 1834.64 ms
[2021-06-18 11:24:26 main:581] : INFO : Epoch 2015 | loss: 0.0311035 | val_loss: 0.0311332 | Time: 1843.04 ms
[2021-06-18 11:24:28 main:581] : INFO : Epoch 2016 | loss: 0.0311052 | val_loss: 0.0311306 | Time: 1833.78 ms
[2021-06-18 11:24:30 main:581] : INFO : Epoch 2017 | loss: 0.0311068 | val_loss: 0.0311307 | Time: 1858.92 ms
[2021-06-18 11:24:32 main:581] : INFO : Epoch 2018 | loss: 0.031107 | val_loss: 0.0311369 | Time: 1830.37 ms
[2021-06-18 11:24:33 main:581] : INFO : Epoch 2019 | loss: 0.0311093 | val_loss: 0.0311277 | Time: 1836.41 ms
[2021-06-18 11:24:35 main:581] : INFO : Epoch 2020 | loss: 0.0311041 | val_loss: 0.0311304 | Time: 1825.81 ms
[2021-06-18 11:24:37 main:581] : INFO : Epoch 2021 | loss: 0.0311105 | val_loss: 0.0311362 | Time: 1825.89 ms
[2021-06-18 11:24:39 main:581] : INFO : Epoch 2022 | loss: 0.0311102 | val_loss: 0.0311313 | Time: 1819.71 ms
[2021-06-18 11:24:41 main:581] : INFO : Epoch 2023 | loss: 0.0311099 | val_loss: 0.0311277 | Time: 1841.36 ms
[2021-06-18 11:24:43 main:581] : INFO : Epoch 2024 | loss: 0.03111 | val_loss: 0.0311406 | Time: 1828.67 ms
[2021-06-18 11:24:44 main:581] : INFO : Epoch 2025 | loss: 0.0311144 | val_loss: 0.0311306 | Time: 1850.42 ms
[2021-06-18 11:24:46 main:581] : INFO : Epoch 2026 | loss: 0.0311027 | val_loss: 0.0311292 | Time: 1854.42 ms
[2021-06-18 11:24:48 main:581] : INFO : Epoch 2027 | loss: 0.031101 | val_loss: 0.0311292 | Time: 1829.77 ms
[2021-06-18 11:24:50 main:581] : INFO : Epoch 2028 | loss: 0.0311005 | val_loss: 0.0311312 | Time: 1813.87 ms
[2021-06-18 11:24:52 main:581] : INFO : Epoch 2029 | loss: 0.0311016 | val_loss: 0.0311338 | Time: 1869.32 ms
[2021-06-18 11:24:54 main:581] : INFO : Epoch 2030 | loss: 0.0311047 | val_loss: 0.0311279 | Time: 1842.39 ms
[2021-06-18 11:24:56 main:581] : INFO : Epoch 2031 | loss: 0.0311021 | val_loss: 0.0311284 | Time: 1835.05 ms
[2021-06-18 11:24:57 main:581] : INFO : Epoch 2032 | loss: 0.0311007 | val_loss: 0.0311281 | Time: 1831.4 ms
[2021-06-18 11:24:59 main:581] : INFO : Epoch 2033 | loss: 0.0311031 | val_loss: 0.0311293 | Time: 1836.94 ms
[2021-06-18 11:25:01 main:581] : INFO : Epoch 2034 | loss: 0.0311 | val_loss: 0.0311288 | Time: 1842.65 ms
[2021-06-18 11:25:03 main:581] : INFO : Epoch 2035 | loss: 0.0311003 | val_loss: 0.0311318 | Time: 1868.48 ms
[2021-06-18 11:25:05 main:581] : INFO : Epoch 2036 | loss: 0.0311051 | val_loss: 0.0311262 | Time: 1829.07 ms
[2021-06-18 11:25:07 main:581] : INFO : Epoch 2037 | loss: 0.0311007 | val_loss: 0.0311307 | Time: 1818.93 ms
[2021-06-18 11:25:08 main:581] : INFO : Epoch 2038 | loss: 0.0311027 | val_loss: 0.0311292 | Time: 1819.3 ms
[2021-06-18 11:25:10 main:581] : INFO : Epoch 2039 | loss: 0.0311021 | val_loss: 0.0311313 | Time: 1849.17 ms
[2021-06-18 11:25:12 main:581] : INFO : Epoch 2040 | loss: 0.0311012 | val_loss: 0.0311299 | Time: 1810.72 ms
[2021-06-18 11:25:14 main:581] : INFO : Epoch 2041 | loss: 0.0311006 | val_loss: 0.0311298 | Time: 1824.15 ms
[2021-06-18 11:25:16 main:581] : INFO : Epoch 2042 | loss: 0.0311032 | val_loss: 0.0311258 | Time: 1824.32 ms
[2021-06-18 11:25:18 main:581] : INFO : Epoch 2043 | loss: 0.0311006 | val_loss: 0.0311277 | Time: 1837.99 ms
[2021-06-18 11:25:19 main:581] : INFO : Epoch 2044 | loss: 0.0311077 | val_loss: 0.0311359 | Time: 1841.82 ms
[2021-06-18 11:25:21 main:581] : INFO : Epoch 2045 | loss: 0.0311047 | val_loss: 0.0311303 | Time: 1828.16 ms
[2021-06-18 11:25:23 main:581] : INFO : Epoch 2046 | loss: 0.0311017 | val_loss: 0.0311293 | Time: 1840.23 ms
[2021-06-18 11:25:25 main:581] : INFO : Epoch 2047 | loss: 0.0311004 | val_loss: 0.0311313 | Time: 1858.44 ms
[2021-06-18 11:25:27 main:581] : INFO : Epoch 2048 | loss: 0.0311031 | val_loss: 0.0311357 | Time: 1850.06 ms
[2021-06-18 11:25:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311357
[2021-06-18 11:25:27 main:610] : INFO : Saving end state to config to file
[2021-06-18 11:25:27 main:615] : INFO : Success, exiting..
11:25:27 (71788): 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)