Task 8895905
| Name | ParityModified-1636227709-29484-1_0 |
| Workunit | 6359719 |
| Created | 12 Nov 2021, 10:29:16 UTC |
| Sent | 19 Nov 2021, 4:42:07 UTC |
| Report deadline | 26 Nov 2021, 4:42:07 UTC |
| Received | 19 Nov 2021, 11:23:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 4 min 54 sec |
| CPU time | 1 hours 4 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 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 | 10.50 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0310936 | val_loss: 0.0311313 | Time: 1907.99 ms [2021-11-19 11:07:04 main:581] : INFO : Epoch 1539 | loss: 0.0310914 | val_loss: 0.031132 | Time: 1885.79 ms [2021-11-19 11:07:06 main:581] : INFO : Epoch 1540 | loss: 0.0310913 | val_loss: 0.0311297 | Time: 1894.85 ms [2021-11-19 11:07:08 main:581] : INFO : Epoch 1541 | loss: 0.0310922 | val_loss: 0.0311339 | Time: 1898.31 ms [2021-11-19 11:07:10 main:581] : INFO : Epoch 1542 | loss: 0.031092 | val_loss: 0.0311289 | Time: 1895.36 ms [2021-11-19 11:07:12 main:581] : INFO : Epoch 1543 | loss: 0.0311024 | val_loss: 0.0311389 | Time: 1881.85 ms [2021-11-19 11:07:13 main:581] : INFO : Epoch 1544 | loss: 0.0311027 | val_loss: 0.031131 | Time: 1889.65 ms [2021-11-19 11:07:15 main:581] : INFO : Epoch 1545 | loss: 0.0310973 | val_loss: 0.0311317 | Time: 1873.56 ms [2021-11-19 11:07:17 main:581] : INFO : Epoch 1546 | loss: 0.0310934 | val_loss: 0.0311363 | Time: 1870.96 ms [2021-11-19 11:07:19 main:581] : INFO : Epoch 1547 | loss: 0.0310968 | val_loss: 0.0311503 | Time: 1873.31 ms [2021-11-19 11:07:21 main:581] : INFO : Epoch 1548 | loss: 0.0311003 | val_loss: 0.0311352 | Time: 1886.14 ms [2021-11-19 11:07:23 main:581] : INFO : Epoch 1549 | loss: 0.031096 | val_loss: 0.0311403 | Time: 1875.35 ms [2021-11-19 11:07:25 main:581] : INFO : Epoch 1550 | loss: 0.0310937 | val_loss: 0.031131 | Time: 1879.67 ms [2021-11-19 11:07:27 main:581] : INFO : Epoch 1551 | loss: 0.0310957 | val_loss: 0.0311318 | Time: 1876.08 ms [2021-11-19 11:07:28 main:581] : INFO : Epoch 1552 | loss: 0.0311074 | val_loss: 0.0311338 | Time: 1875.59 ms [2021-11-19 11:07:30 main:581] : INFO : Epoch 1553 | loss: 0.0311102 | val_loss: 0.0311268 | Time: 1889.72 ms [2021-11-19 11:07:32 main:581] : INFO : Epoch 1554 | loss: 0.031106 | val_loss: 0.0311388 | Time: 1900.45 ms [2021-11-19 11:07:34 main:581] : INFO : Epoch 1555 | loss: 0.03111 | val_loss: 0.0311281 | Time: 1880.55 ms [2021-11-19 11:07:36 main:581] : INFO : Epoch 1556 | loss: 0.0311026 | val_loss: 0.0311356 | Time: 1881.81 ms [2021-11-19 11:07:38 main:581] : INFO : Epoch 1557 | loss: 0.0311017 | val_loss: 0.0311288 | Time: 1884.02 ms [2021-11-19 11:07:40 main:581] : INFO : Epoch 1558 | loss: 0.0310999 | val_loss: 0.0311337 | Time: 1879.26 ms [2021-11-19 11:07:42 main:581] : INFO : Epoch 1559 | loss: 0.031103 | val_loss: 0.0311292 | Time: 1896.27 ms [2021-11-19 11:07:44 main:581] : INFO : Epoch 1560 | loss: 0.0311017 | val_loss: 0.0311249 | Time: 1870.33 ms [2021-11-19 11:07:45 main:581] : INFO : Epoch 1561 | loss: 0.0310975 | val_loss: 0.0311334 | Time: 1875.28 ms [2021-11-19 11:07:47 main:581] : INFO : Epoch 1562 | loss: 0.0311017 | val_loss: 0.0311333 | Time: 1864.19 ms [2021-11-19 11:07:49 main:581] : INFO : Epoch 1563 | loss: 0.0311171 | val_loss: 0.0311357 | Time: 1869.6 ms [2021-11-19 11:07:51 main:581] : INFO : Epoch 1564 | loss: 0.0311098 | val_loss: 0.0311337 | Time: 1872.48 ms [2021-11-19 11:07:53 main:581] : INFO : Epoch 1565 | loss: 0.0311062 | val_loss: 0.0311344 | Time: 1883.12 ms [2021-11-19 11:07:55 main:581] : INFO : Epoch 1566 | loss: 0.0311041 | val_loss: 0.0311328 | Time: 1883.13 ms [2021-11-19 11:07:57 main:581] : INFO : Epoch 1567 | loss: 0.0311022 | val_loss: 0.0311341 | Time: 1893.18 ms [2021-11-19 11:07:59 main:581] : INFO : Epoch 1568 | loss: 0.0311021 | val_loss: 0.0311322 | Time: 1889.1 ms [2021-11-19 11:08:00 main:581] : INFO : Epoch 1569 | loss: 0.0311017 | val_loss: 0.0311379 | Time: 1894.25 ms [2021-11-19 11:08:02 main:581] : INFO : Epoch 1570 | loss: 0.031099 | val_loss: 0.0311267 | Time: 1892.81 ms [2021-11-19 11:08:04 main:581] : INFO : Epoch 1571 | loss: 0.0310958 | val_loss: 0.0311332 | Time: 1921.97 ms [2021-11-19 11:08:06 main:581] : INFO : Epoch 1572 | loss: 0.0310951 | val_loss: 0.0311346 | Time: 1881.61 ms [2021-11-19 11:08:08 main:581] : INFO : Epoch 1573 | loss: 0.0310947 | val_loss: 0.0311307 | Time: 1889.76 ms [2021-11-19 11:08:10 main:581] : INFO : Epoch 1574 | loss: 0.0310982 | val_loss: 0.031144 | Time: 1887.3 ms [2021-11-19 11:08:12 main:581] : INFO : Epoch 1575 | loss: 0.0310998 | val_loss: 0.0311306 | Time: 1873.56 ms [2021-11-19 11:08:14 main:581] : INFO : Epoch 1576 | loss: 0.0310961 | val_loss: 0.0311316 | Time: 1876.21 ms [2021-11-19 11:08:16 main:581] : INFO : Epoch 1577 | loss: 0.0311016 | val_loss: 0.0311356 | Time: 1892.73 ms [2021-11-19 11:08:17 main:581] : INFO : Epoch 1578 | loss: 0.0311013 | val_loss: 0.0311327 | Time: 1889.43 ms [2021-11-19 11:08:19 main:581] : INFO : Epoch 1579 | loss: 0.0311009 | val_loss: 0.0311291 | Time: 1881.37 ms [2021-11-19 11:08:21 main:581] : INFO : Epoch 1580 | loss: 0.0311036 | val_loss: 0.0311439 | Time: 1868.27 ms [2021-11-19 11:08:23 main:581] : INFO : Epoch 1581 | loss: 0.0311077 | val_loss: 0.0311362 | Time: 1875.76 ms [2021-11-19 11:08:25 main:581] : INFO : Epoch 1582 | loss: 0.0311012 | val_loss: 0.031132 | Time: 1880.3 ms [2021-11-19 11:08:27 main:581] : INFO : Epoch 1583 | loss: 0.0310948 | val_loss: 0.0311314 | Time: 1882.95 ms [2021-11-19 11:08:29 main:581] : INFO : Epoch 1584 | loss: 0.0310933 | val_loss: 0.0311315 | Time: 1875.94 ms [2021-11-19 11:08:31 main:581] : INFO : Epoch 1585 | loss: 0.0310928 | val_loss: 0.0311312 | Time: 1880.16 ms [2021-11-19 11:08:33 main:581] : INFO : Epoch 1586 | loss: 0.0310954 | val_loss: 0.0311341 | Time: 1897.38 ms [2021-11-19 11:08:34 main:581] : INFO : Epoch 1587 | loss: 0.0310933 | val_loss: 0.0311332 | Time: 1857.36 ms [2021-11-19 11:08:36 main:581] : INFO : Epoch 1588 | loss: 0.0310949 | val_loss: 0.0311301 | Time: 1879.13 ms [2021-11-19 11:08:38 main:581] : INFO : Epoch 1589 | loss: 0.0310996 | val_loss: 0.0311419 | Time: 1897.52 ms [2021-11-19 11:08:40 main:581] : INFO : Epoch 1590 | loss: 0.0310948 | val_loss: 0.03113 | Time: 1889.45 ms [2021-11-19 11:08:42 main:581] : INFO : Epoch 1591 | loss: 0.0310961 | val_loss: 0.0311337 | Time: 1875.11 ms [2021-11-19 11:08:44 main:581] : INFO : Epoch 1592 | loss: 0.0311044 | val_loss: 0.0311392 | Time: 1882.38 ms [2021-11-19 11:08:46 main:581] : INFO : Epoch 1593 | loss: 0.0311005 | val_loss: 0.0311367 | Time: 1873.14 ms [2021-11-19 11:08:48 main:581] : INFO : Epoch 1594 | loss: 0.0311048 | val_loss: 0.0311291 | Time: 1878.5 ms [2021-11-19 11:08:49 main:581] : INFO : Epoch 1595 | loss: 0.0311062 | val_loss: 0.031126 | Time: 1892.72 ms [2021-11-19 11:08:51 main:581] : INFO : Epoch 1596 | loss: 0.0311059 | val_loss: 0.0311284 | Time: 1882.63 ms [2021-11-19 11:08:53 main:581] : INFO : Epoch 1597 | loss: 0.031102 | val_loss: 0.0311287 | Time: 1892.22 ms [2021-11-19 11:08:55 main:581] : INFO : Epoch 1598 | loss: 0.0310995 | val_loss: 0.0311266 | Time: 1893.92 ms [2021-11-19 11:08:57 main:581] : INFO : Epoch 1599 | loss: 0.0310972 | val_loss: 0.0311273 | Time: 1884.06 ms [2021-11-19 11:08:59 main:581] : INFO : Epoch 1600 | loss: 0.0311001 | val_loss: 0.0311297 | Time: 1891.13 ms [2021-11-19 11:09:01 main:581] : INFO : Epoch 1601 | loss: 0.0311049 | val_loss: 0.031128 | Time: 1918.04 ms [2021-11-19 11:09:03 main:581] : INFO : Epoch 1602 | loss: 0.0311028 | val_loss: 0.031129 | Time: 1927.66 ms [2021-11-19 11:09:05 main:581] : INFO : Epoch 1603 | loss: 0.0311001 | val_loss: 0.0311314 | Time: 1934.52 ms [2021-11-19 11:09:07 main:581] : INFO : Epoch 1604 | loss: 0.0310952 | val_loss: 0.031125 | Time: 1905.15 ms [2021-11-19 11:09:09 main:581] : INFO : Epoch 1605 | loss: 0.0310931 | val_loss: 0.0311305 | Time: 1903.99 ms [2021-11-19 11:09:10 main:581] : INFO : Epoch 1606 | loss: 0.0310936 | val_loss: 0.0311277 | Time: 1916.4 ms [2021-11-19 11:09:12 main:581] : INFO : Epoch 1607 | loss: 0.0310936 | val_loss: 0.0311285 | Time: 1861.77 ms [2021-11-19 11:09:14 main:581] : INFO : Epoch 1608 | loss: 0.0310925 | val_loss: 0.0311322 | Time: 1875.26 ms [2021-11-19 11:09:16 main:581] : INFO : Epoch 1609 | loss: 0.0310905 | val_loss: 0.0311287 | Time: 1887.03 ms [2021-11-19 11:09:18 main:581] : INFO : Epoch 1610 | loss: 0.0310904 | val_loss: 0.0311312 | Time: 1863.22 ms [2021-11-19 11:09:20 main:581] : INFO : Epoch 1611 | loss: 0.0310941 | val_loss: 0.0311279 | Time: 1871.53 ms [2021-11-19 11:09:22 main:581] : INFO : Epoch 1612 | loss: 0.0310952 | val_loss: 0.0311242 | Time: 1881.32 ms [2021-11-19 11:09:24 main:581] : INFO : Epoch 1613 | loss: 0.0310903 | val_loss: 0.0311416 | Time: 1871.44 ms [2021-11-19 11:09:25 main:581] : INFO : Epoch 1614 | loss: 0.0310957 | val_loss: 0.0311342 | Time: 1872.36 ms [2021-11-19 11:09:27 main:581] : INFO : Epoch 1615 | loss: 0.0311047 | val_loss: 0.0311293 | Time: 1876.32 ms [2021-11-19 11:09:29 main:581] : INFO : Epoch 1616 | loss: 0.0311134 | val_loss: 0.031132 | Time: 1859.36 ms [2021-11-19 11:09:31 main:581] : INFO : Epoch 1617 | loss: 0.031103 | val_loss: 0.0311316 | Time: 1869.77 ms [2021-11-19 11:09:33 main:581] : INFO : Epoch 1618 | loss: 0.0310966 | val_loss: 0.0311278 | Time: 1871.63 ms [2021-11-19 11:09:35 main:581] : INFO : Epoch 1619 | loss: 0.0310938 | val_loss: 0.031128 | Time: 1860.42 ms [2021-11-19 11:09:37 main:581] : INFO : Epoch 1620 | loss: 0.0310954 | val_loss: 0.0311342 | Time: 1880.99 ms [2021-11-19 11:09:38 main:581] : INFO : Epoch 1621 | loss: 0.031096 | val_loss: 0.0311293 | Time: 1863.27 ms [2021-11-19 11:09:41 main:581] : INFO : Epoch 1622 | loss: 0.0310971 | val_loss: 0.0311401 | Time: 2035.04 ms [2021-11-19 11:09:43 main:581] : INFO : Epoch 1623 | loss: 0.0310954 | val_loss: 0.0311289 | Time: 1990.45 ms [2021-11-19 11:09:44 main:581] : INFO : Epoch 1624 | loss: 0.0310904 | val_loss: 0.0311275 | Time: 1868.01 ms [2021-11-19 11:09:46 main:581] : INFO : Epoch 1625 | loss: 0.0310961 | val_loss: 0.0311341 | Time: 1894.45 ms [2021-11-19 11:09:48 main:581] : INFO : Epoch 1626 | loss: 0.0310982 | val_loss: 0.0311285 | Time: 1870.62 ms [2021-11-19 11:09:50 main:581] : INFO : Epoch 1627 | loss: 0.0310948 | val_loss: 0.031129 | Time: 1880.89 ms [2021-11-19 11:09:52 main:581] : INFO : Epoch 1628 | loss: 0.0310964 | val_loss: 0.0311325 | Time: 1867.48 ms [2021-11-19 11:09:54 main:581] : INFO : Epoch 1629 | loss: 0.0310972 | val_loss: 0.0311299 | Time: 1860.54 ms [2021-11-19 11:09:56 main:581] : INFO : Epoch 1630 | loss: 0.0311039 | val_loss: 0.0311365 | Time: 1874.55 ms [2021-11-19 11:09:58 main:581] : INFO : Epoch 1631 | loss: 0.0311022 | val_loss: 0.0311346 | Time: 1882.8 ms [2021-11-19 11:09:59 main:581] : INFO : Epoch 1632 | loss: 0.0310939 | val_loss: 0.0311334 | Time: 1891.55 ms [2021-11-19 11:10:01 main:581] : INFO : Epoch 1633 | loss: 0.0310943 | val_loss: 0.0311265 | Time: 1878.46 ms [2021-11-19 11:10:03 main:581] : INFO : Epoch 1634 | loss: 0.0310894 | val_loss: 0.0311333 | Time: 1895.22 ms [2021-11-19 11:10:05 main:581] : INFO : Epoch 1635 | loss: 0.0310953 | val_loss: 0.0311286 | Time: 1902.87 ms [2021-11-19 11:10:07 main:581] : INFO : Epoch 1636 | loss: 0.0310902 | val_loss: 0.0311349 | Time: 1859.85 ms [2021-11-19 11:10:09 main:581] : INFO : Epoch 1637 | loss: 0.0310871 | val_loss: 0.0311288 | Time: 1865.38 ms [2021-11-19 11:10:11 main:581] : INFO : Epoch 1638 | loss: 0.0310881 | val_loss: 0.0311403 | Time: 1885.1 ms [2021-11-19 11:10:13 main:581] : INFO : Epoch 1639 | loss: 0.031097 | val_loss: 0.0311454 | Time: 1886.18 ms [2021-11-19 11:10:14 main:581] : INFO : Epoch 1640 | loss: 0.0310915 | val_loss: 0.0311313 | Time: 1885.44 ms [2021-11-19 11:10:16 main:581] : INFO : Epoch 1641 | loss: 0.0310881 | val_loss: 0.0311425 | Time: 1885.07 ms [2021-11-19 11:10:18 main:581] : INFO : Epoch 1642 | loss: 0.0310882 | val_loss: 0.0311297 | Time: 1895.61 ms [2021-11-19 11:10:20 main:581] : INFO : Epoch 1643 | loss: 0.0310857 | val_loss: 0.0311328 | Time: 1882.64 ms [2021-11-19 11:10:22 main:581] : INFO : Epoch 1644 | loss: 0.0310905 | val_loss: 0.0311419 | Time: 1885.79 ms [2021-11-19 11:10:24 main:581] : INFO : Epoch 1645 | loss: 0.031089 | val_loss: 0.0311373 | Time: 1882.23 ms [2021-11-19 11:10:26 main:581] : INFO : Epoch 1646 | loss: 0.0310869 | val_loss: 0.0311321 | Time: 1865.2 ms [2021-11-19 11:10:28 main:581] : INFO : Epoch 1647 | loss: 0.0310877 | val_loss: 0.0311347 | Time: 1871.69 ms [2021-11-19 11:10:30 main:581] : INFO : Epoch 1648 | loss: 0.0310903 | val_loss: 0.0311313 | Time: 1872.13 ms [2021-11-19 11:10:31 main:581] : INFO : Epoch 1649 | loss: 0.0310874 | val_loss: 0.0311305 | Time: 1872.18 ms [2021-11-19 11:10:33 main:581] : INFO : Epoch 1650 | loss: 0.0310856 | val_loss: 0.0311312 | Time: 1874.78 ms [2021-11-19 11:10:35 main:581] : INFO : Epoch 1651 | loss: 0.0310871 | val_loss: 0.0311317 | Time: 1875.55 ms [2021-11-19 11:10:37 main:581] : INFO : Epoch 1652 | loss: 0.0310885 | val_loss: 0.0311358 | Time: 1876.22 ms [2021-11-19 11:10:39 main:581] : INFO : Epoch 1653 | loss: 0.0310885 | val_loss: 0.0311372 | Time: 1871.68 ms [2021-11-19 11:10:41 main:581] : INFO : Epoch 1654 | loss: 0.0310964 | val_loss: 0.0311319 | Time: 1894.8 ms [2021-11-19 11:10:43 main:581] : INFO : Epoch 1655 | loss: 0.0311007 | val_loss: 0.0311276 | Time: 1874.98 ms [2021-11-19 11:10:45 main:581] : INFO : Epoch 1656 | loss: 0.0310955 | val_loss: 0.0311267 | Time: 1893.09 ms [2021-11-19 11:10:46 main:581] : INFO : Epoch 1657 | loss: 0.0310934 | val_loss: 0.0311238 | Time: 1860.52 ms [2021-11-19 11:10:48 main:581] : INFO : Epoch 1658 | loss: 0.031092 | val_loss: 0.031131 | Time: 1876.39 ms [2021-11-19 11:10:50 main:581] : INFO : Epoch 1659 | loss: 0.0310956 | val_loss: 0.0311267 | Time: 1944.36 ms [2021-11-19 11:10:52 main:581] : INFO : Epoch 1660 | loss: 0.0310933 | val_loss: 0.0311292 | Time: 1868.17 ms [2021-11-19 11:10:54 main:581] : INFO : Epoch 1661 | loss: 0.0310892 | val_loss: 0.0311332 | Time: 1886.7 ms [2021-11-19 11:10:56 main:581] : INFO : Epoch 1662 | loss: 0.0310892 | val_loss: 0.0311298 | Time: 1878.14 ms [2021-11-19 11:10:58 main:581] : INFO : Epoch 1663 | loss: 0.0310894 | val_loss: 0.031125 | Time: 1903.94 ms [2021-11-19 11:11:00 main:581] : INFO : Epoch 1664 | loss: 0.0310899 | val_loss: 0.0311312 | Time: 1880.62 ms [2021-11-19 11:11:02 main:581] : INFO : Epoch 1665 | loss: 0.0310915 | val_loss: 0.0311345 | Time: 1877.67 ms [2021-11-19 11:11:03 main:581] : INFO : Epoch 1666 | loss: 0.0310901 | val_loss: 0.0311314 | Time: 1861.34 ms [2021-11-19 11:11:05 main:581] : INFO : Epoch 1667 | loss: 0.0310899 | val_loss: 0.0311286 | Time: 1894.01 ms [2021-11-19 11:11:07 main:581] : INFO : Epoch 1668 | loss: 0.0310919 | val_loss: 0.0311347 | Time: 1879.88 ms [2021-11-19 11:11:09 main:581] : INFO : Epoch 1669 | loss: 0.0310898 | val_loss: 0.0311313 | Time: 1908.2 ms [2021-11-19 11:11:11 main:581] : INFO : Epoch 1670 | loss: 0.0310866 | val_loss: 0.0311302 | Time: 1889.99 ms [2021-11-19 11:11:13 main:581] : INFO : Epoch 1671 | loss: 0.031086 | val_loss: 0.0311285 | Time: 1874.21 ms [2021-11-19 11:11:15 main:581] : INFO : Epoch 1672 | loss: 0.0310878 | val_loss: 0.0311313 | Time: 1876.48 ms [2021-11-19 11:11:17 main:581] : INFO : Epoch 1673 | loss: 0.031089 | val_loss: 0.0311387 | Time: 1887.19 ms [2021-11-19 11:11:18 main:581] : INFO : Epoch 1674 | loss: 0.0311065 | val_loss: 0.0311431 | Time: 1893.42 ms [2021-11-19 11:11:20 main:581] : INFO : Epoch 1675 | loss: 0.0334674 | val_loss: 0.0447158 | Time: 1875.05 ms [2021-11-19 11:11:22 main:581] : INFO : Epoch 1676 | loss: 0.0330277 | val_loss: 0.0323196 | Time: 1881.02 ms [2021-11-19 11:11:24 main:581] : INFO : Epoch 1677 | loss: 0.0319039 | val_loss: 0.0313514 | Time: 1901.78 ms [2021-11-19 11:11:26 main:581] : INFO : Epoch 1678 | loss: 0.0313045 | val_loss: 0.0312398 | Time: 1891.62 ms [2021-11-19 11:11:28 main:581] : INFO : Epoch 1679 | loss: 0.031227 | val_loss: 0.0312089 | Time: 1862.29 ms [2021-11-19 11:11:30 main:581] : INFO : Epoch 1680 | loss: 0.0311894 | val_loss: 0.0311686 | Time: 1877.13 ms [2021-11-19 11:11:32 main:581] : INFO : Epoch 1681 | loss: 0.0311536 | val_loss: 0.0311396 | Time: 1890.62 ms [2021-11-19 11:11:34 main:581] : INFO : Epoch 1682 | loss: 0.031121 | val_loss: 0.031132 | Time: 1867.83 ms [2021-11-19 11:11:35 main:581] : INFO : Epoch 1683 | loss: 0.0311062 | val_loss: 0.031125 | Time: 1883.59 ms [2021-11-19 11:11:37 main:581] : INFO : Epoch 1684 | loss: 0.0310965 | val_loss: 0.0311256 | Time: 1882.47 ms [2021-11-19 11:11:39 main:581] : INFO : Epoch 1685 | loss: 0.0310933 | val_loss: 0.0311358 | Time: 1884.83 ms [2021-11-19 11:11:41 main:581] : INFO : Epoch 1686 | loss: 0.0310942 | val_loss: 0.0311275 | Time: 1876.97 ms [2021-11-19 11:11:43 main:581] : INFO : Epoch 1687 | loss: 0.0310957 | val_loss: 0.0311258 | Time: 1870.09 ms [2021-11-19 11:11:45 main:581] : INFO : Epoch 1688 | loss: 0.0310904 | val_loss: 0.0311265 | Time: 1887.66 ms [2021-11-19 11:11:47 main:581] : INFO : Epoch 1689 | loss: 0.0310896 | val_loss: 0.0311273 | Time: 1874.86 ms [2021-11-19 11:11:49 main:581] : INFO : Epoch 1690 | loss: 0.0310934 | val_loss: 0.0311306 | Time: 1866.63 ms [2021-11-19 11:11:50 main:581] : INFO : Epoch 1691 | loss: 0.0310963 | val_loss: 0.0311273 | Time: 1885.17 ms [2021-11-19 11:11:52 main:581] : INFO : Epoch 1692 | loss: 0.0310924 | val_loss: 0.0311357 | Time: 1872.99 ms [2021-11-19 11:11:54 main:581] : INFO : Epoch 1693 | loss: 0.0310924 | val_loss: 0.0311293 | Time: 1874.63 ms [2021-11-19 11:11:56 main:581] : INFO : Epoch 1694 | loss: 0.0310914 | val_loss: 0.0311297 | Time: 1914.58 ms [2021-11-19 11:11:58 main:581] : INFO : Epoch 1695 | loss: 0.0310928 | val_loss: 0.0311245 | Time: 1891.54 ms [2021-11-19 11:12:00 main:581] : INFO : Epoch 1696 | loss: 0.0310956 | val_loss: 0.0311292 | Time: 1908.67 ms [2021-11-19 11:12:02 main:581] : INFO : Epoch 1697 | loss: 0.0310925 | val_loss: 0.0311284 | Time: 1905.2 ms [2021-11-19 11:12:04 main:581] : INFO : Epoch 1698 | loss: 0.0310903 | val_loss: 0.0311294 | Time: 1898.79 ms [2021-11-19 11:12:06 main:581] : INFO : Epoch 1699 | loss: 0.0310884 | val_loss: 0.0311303 | Time: 1926.15 ms [2021-11-19 11:12:08 main:581] : INFO : Epoch 1700 | loss: 0.0310928 | val_loss: 0.0311328 | Time: 1895.09 ms [2021-11-19 11:12:09 main:581] : INFO : Epoch 1701 | loss: 0.0310925 | val_loss: 0.0311283 | Time: 1893.66 ms [2021-11-19 11:12:11 main:581] : INFO : Epoch 1702 | loss: 0.0310932 | val_loss: 0.0311236 | Time: 1878.77 ms [2021-11-19 11:12:13 main:581] : INFO : Epoch 1703 | loss: 0.0310893 | val_loss: 0.0311259 | Time: 1873.33 ms [2021-11-19 11:12:15 main:581] : INFO : Epoch 1704 | loss: 0.0310891 | val_loss: 0.0311255 | Time: 1885.6 ms [2021-11-19 11:12:17 main:581] : INFO : Epoch 1705 | loss: 0.0310855 | val_loss: 0.0311286 | Time: 1874.09 ms [2021-11-19 11:12:19 main:581] : INFO : Epoch 1706 | loss: 0.0310911 | val_loss: 0.0311209 | Time: 1877.56 ms [2021-11-19 11:12:21 main:581] : INFO : Epoch 1707 | loss: 0.0310882 | val_loss: 0.0311196 | Time: 1866.5 ms [2021-11-19 11:12:23 main:581] : INFO : Epoch 1708 | loss: 0.0310912 | val_loss: 0.03113 | Time: 1867.87 ms [2021-11-19 11:12:24 main:581] : INFO : Epoch 1709 | loss: 0.031093 | val_loss: 0.03113 | Time: 1874.18 ms [2021-11-19 11:12:26 main:581] : INFO : Epoch 1710 | loss: 0.0310914 | val_loss: 0.0311287 | Time: 1881.81 ms [2021-11-19 11:12:28 main:581] : INFO : Epoch 1711 | loss: 0.031091 | val_loss: 0.0311295 | Time: 1891.66 ms [2021-11-19 11:12:30 main:581] : INFO : Epoch 1712 | loss: 0.0310918 | val_loss: 0.0311256 | Time: 1880.31 ms [2021-11-19 11:12:32 main:581] : INFO : Epoch 1713 | loss: 0.0310913 | val_loss: 0.0311336 | Time: 1905.12 ms [2021-11-19 11:12:34 main:581] : INFO : Epoch 1714 | loss: 0.0310987 | val_loss: 0.0311354 | Time: 1885.66 ms [2021-11-19 11:12:36 main:581] : INFO : Epoch 1715 | loss: 0.0310986 | val_loss: 0.0311229 | Time: 1900.9 ms [2021-11-19 11:12:38 main:581] : INFO : Epoch 1716 | loss: 0.0310964 | val_loss: 0.0311289 | Time: 1912.59 ms [2021-11-19 11:12:40 main:581] : INFO : Epoch 1717 | loss: 0.031092 | val_loss: 0.0311246 | Time: 1890.43 ms [2021-11-19 11:12:41 main:581] : INFO : Epoch 1718 | loss: 0.0310921 | val_loss: 0.0311286 | Time: 1887.17 ms [2021-11-19 11:12:43 main:581] : INFO : Epoch 1719 | loss: 0.0310908 | val_loss: 0.0311322 | Time: 1890.86 ms [2021-11-19 11:12:45 main:581] : INFO : Epoch 1720 | loss: 0.0310971 | val_loss: 0.0311245 | Time: 1877.47 ms [2021-11-19 11:12:47 main:581] : INFO : Epoch 1721 | loss: 0.031101 | val_loss: 0.031131 | Time: 1887.94 ms [2021-11-19 11:12:49 main:581] : INFO : Epoch 1722 | loss: 0.0311034 | val_loss: 0.0311247 | Time: 1902.1 ms [2021-11-19 11:12:51 main:581] : INFO : Epoch 1723 | loss: 0.0310953 | val_loss: 0.0311231 | Time: 1871.7 ms [2021-11-19 11:12:53 main:581] : INFO : Epoch 1724 | loss: 0.0310954 | val_loss: 0.0311264 | Time: 1897.87 ms [2021-11-19 11:12:55 main:581] : INFO : Epoch 1725 | loss: 0.031092 | val_loss: 0.0311284 | Time: 1887.92 ms [2021-11-19 11:12:57 main:581] : INFO : Epoch 1726 | loss: 0.0310888 | val_loss: 0.0311283 | Time: 1922.54 ms [2021-11-19 11:12:58 main:581] : INFO : Epoch 1727 | loss: 0.0310881 | val_loss: 0.031127 | Time: 1880.37 ms [2021-11-19 11:13:00 main:581] : INFO : Epoch 1728 | loss: 0.0310895 | val_loss: 0.0311225 | Time: 1884.05 ms [2021-11-19 11:13:02 main:581] : INFO : Epoch 1729 | loss: 0.0310891 | val_loss: 0.0311237 | Time: 1894.07 ms [2021-11-19 11:13:04 main:581] : INFO : Epoch 1730 | loss: 0.0310907 | val_loss: 0.0311253 | Time: 1889.12 ms [2021-11-19 11:13:06 main:581] : INFO : Epoch 1731 | loss: 0.0310905 | val_loss: 0.0311246 | Time: 1910.29 ms [2021-11-19 11:13:08 main:581] : INFO : Epoch 1732 | loss: 0.0310897 | val_loss: 0.0311254 | Time: 1900.78 ms [2021-11-19 11:13:10 main:581] : INFO : Epoch 1733 | loss: 0.0310895 | val_loss: 0.0311345 | Time: 1877.89 ms [2021-11-19 11:13:12 main:581] : INFO : Epoch 1734 | loss: 0.0310875 | val_loss: 0.0311293 | Time: 1888.25 ms [2021-11-19 11:13:14 main:581] : INFO : Epoch 1735 | loss: 0.031089 | val_loss: 0.0311285 | Time: 1888.36 ms [2021-11-19 11:13:16 main:581] : INFO : Epoch 1736 | loss: 0.031091 | val_loss: 0.0311311 | Time: 1884.74 ms [2021-11-19 11:13:17 main:581] : INFO : Epoch 1737 | loss: 0.0310916 | val_loss: 0.0311326 | Time: 1875.15 ms [2021-11-19 11:13:19 main:581] : INFO : Epoch 1738 | loss: 0.0310914 | val_loss: 0.0311239 | Time: 1861.07 ms [2021-11-19 11:13:21 main:581] : INFO : Epoch 1739 | loss: 0.0310887 | val_loss: 0.0311347 | Time: 1869.04 ms [2021-11-19 11:13:23 main:581] : INFO : Epoch 1740 | loss: 0.0310876 | val_loss: 0.0311257 | Time: 1864.26 ms [2021-11-19 11:13:25 main:581] : INFO : Epoch 1741 | loss: 0.0310852 | val_loss: 0.0311255 | Time: 1867.22 ms [2021-11-19 11:13:27 main:581] : INFO : Epoch 1742 | loss: 0.0310858 | val_loss: 0.031132 | Time: 1869.75 ms [2021-11-19 11:13:29 main:581] : INFO : Epoch 1743 | loss: 0.0310858 | val_loss: 0.031126 | Time: 1873.03 ms [2021-11-19 11:13:30 main:581] : INFO : Epoch 1744 | loss: 0.0310911 | val_loss: 0.0311302 | Time: 1868.69 ms [2021-11-19 11:13:32 main:581] : INFO : Epoch 1745 | loss: 0.031097 | val_loss: 0.0311362 | Time: 1862.25 ms [2021-11-19 11:13:34 main:581] : INFO : Epoch 1746 | loss: 0.031094 | val_loss: 0.0311285 | Time: 1865.26 ms [2021-11-19 11:13:36 main:581] : INFO : Epoch 1747 | loss: 0.0310886 | val_loss: 0.0311251 | Time: 1905.22 ms [2021-11-19 11:13:38 main:581] : INFO : Epoch 1748 | loss: 0.0310913 | val_loss: 0.0311291 | Time: 1883.82 ms [2021-11-19 11:13:40 main:581] : INFO : Epoch 1749 | loss: 0.0310901 | val_loss: 0.0311275 | Time: 1891.32 ms [2021-11-19 11:13:42 main:581] : INFO : Epoch 1750 | loss: 0.0310865 | val_loss: 0.0311306 | Time: 1875.06 ms [2021-11-19 11:13:44 main:581] : INFO : Epoch 1751 | loss: 0.0310872 | val_loss: 0.0311266 | Time: 1879.08 ms [2021-11-19 11:13:45 main:581] : INFO : Epoch 1752 | loss: 0.0310877 | val_loss: 0.0311291 | Time: 1869.06 ms [2021-11-19 11:13:47 main:581] : INFO : Epoch 1753 | loss: 0.0310875 | val_loss: 0.0311241 | Time: 1888.38 ms [2021-11-19 11:13:49 main:581] : INFO : Epoch 1754 | loss: 0.0310843 | val_loss: 0.0311271 | Time: 1898.77 ms [2021-11-19 11:13:51 main:581] : INFO : Epoch 1755 | loss: 0.0310946 | val_loss: 0.0311255 | Time: 1913.8 ms [2021-11-19 11:13:53 main:581] : INFO : Epoch 1756 | loss: 0.0310931 | val_loss: 0.0311225 | Time: 1869.43 ms [2021-11-19 11:13:55 main:581] : INFO : Epoch 1757 | loss: 0.0310897 | val_loss: 0.0311236 | Time: 1884.15 ms [2021-11-19 11:13:57 main:581] : INFO : Epoch 1758 | loss: 0.0310907 | val_loss: 0.0311249 | Time: 1884.38 ms [2021-11-19 11:13:59 main:581] : INFO : Epoch 1759 | loss: 0.031088 | val_loss: 0.031128 | Time: 1874.24 ms [2021-11-19 11:14:01 main:581] : INFO : Epoch 1760 | loss: 0.0310893 | val_loss: 0.0311235 | Time: 1878.09 ms [2021-11-19 11:14:02 main:581] : INFO : Epoch 1761 | loss: 0.0310907 | val_loss: 0.0311276 | Time: 1892.43 ms [2021-11-19 11:14:04 main:581] : INFO : Epoch 1762 | loss: 0.0310851 | val_loss: 0.0311288 | Time: 1924.31 ms [2021-11-19 11:14:06 main:581] : INFO : Epoch 1763 | loss: 0.0310871 | val_loss: 0.0311264 | Time: 1882.21 ms [2021-11-19 11:14:08 main:581] : INFO : Epoch 1764 | loss: 0.0310856 | val_loss: 0.0311255 | Time: 1904.35 ms [2021-11-19 11:14:10 main:581] : INFO : Epoch 1765 | loss: 0.031084 | val_loss: 0.0311252 | Time: 1895 ms [2021-11-19 11:14:12 main:581] : INFO : Epoch 1766 | loss: 0.0310838 | val_loss: 0.0311286 | Time: 1876.98 ms [2021-11-19 11:14:14 main:581] : INFO : Epoch 1767 | loss: 0.0310835 | val_loss: 0.031127 | Time: 1871.19 ms [2021-11-19 11:14:16 main:581] : INFO : Epoch 1768 | loss: 0.0310824 | val_loss: 0.0311274 | Time: 1877.9 ms [2021-11-19 11:14:18 main:581] : INFO : Epoch 1769 | loss: 0.0310828 | val_loss: 0.0311301 | Time: 1876.81 ms [2021-11-19 11:14:19 main:581] : INFO : Epoch 1770 | loss: 0.0310873 | val_loss: 0.0311302 | Time: 1878.23 ms [2021-11-19 11:14:21 main:581] : INFO : Epoch 1771 | loss: 0.0310846 | val_loss: 0.0311254 | Time: 1884.66 ms [2021-11-19 11:14:23 main:581] : INFO : Epoch 1772 | loss: 0.0310842 | val_loss: 0.0311266 | Time: 1880.45 ms [2021-11-19 11:14:25 main:581] : INFO : Epoch 1773 | loss: 0.0310843 | val_loss: 0.0311235 | Time: 1889.64 ms [2021-11-19 11:14:27 main:581] : INFO : Epoch 1774 | loss: 0.0310996 | val_loss: 0.0311265 | Time: 1886.68 ms [2021-11-19 11:14:29 main:581] : INFO : Epoch 1775 | loss: 0.0311085 | val_loss: 0.0311291 | Time: 1876.58 ms [2021-11-19 11:14:31 main:581] : INFO : Epoch 1776 | loss: 0.0311056 | val_loss: 0.0311305 | Time: 1872.91 ms [2021-11-19 11:14:33 main:581] : INFO : Epoch 1777 | loss: 0.031102 | val_loss: 0.0311254 | Time: 1877.16 ms [2021-11-19 11:14:35 main:581] : INFO : Epoch 1778 | loss: 0.0310952 | val_loss: 0.0311269 | Time: 1869.05 ms [2021-11-19 11:14:36 main:581] : INFO : Epoch 1779 | loss: 0.0310934 | val_loss: 0.0311283 | Time: 1895.78 ms [2021-11-19 11:14:38 main:581] : INFO : Epoch 1780 | loss: 0.0310896 | val_loss: 0.0311294 | Time: 1892.66 ms [2021-11-19 11:14:40 main:581] : INFO : Epoch 1781 | loss: 0.0310885 | val_loss: 0.0311303 | Time: 1920.97 ms [2021-11-19 11:14:42 main:581] : INFO : Epoch 1782 | loss: 0.0310874 | val_loss: 0.0311278 | Time: 1903.51 ms [2021-11-19 11:14:44 main:581] : INFO : Epoch 1783 | loss: 0.0310865 | val_loss: 0.0311235 | Time: 1884.79 ms [2021-11-19 11:14:46 main:581] : INFO : Epoch 1784 | loss: 0.0310847 | val_loss: 0.0311271 | Time: 1891.26 ms [2021-11-19 11:14:48 main:581] : INFO : Epoch 1785 | loss: 0.0310861 | val_loss: 0.0311235 | Time: 1892.5 ms [2021-11-19 11:14:50 main:581] : INFO : Epoch 1786 | loss: 0.0310867 | val_loss: 0.0311233 | Time: 1900.29 ms [2021-11-19 11:14:52 main:581] : INFO : Epoch 1787 | loss: 0.0310894 | val_loss: 0.031129 | Time: 1883.13 ms [2021-11-19 11:14:53 main:581] : INFO : Epoch 1788 | loss: 0.0310912 | val_loss: 0.0311301 | Time: 1869.88 ms [2021-11-19 11:14:55 main:581] : INFO : Epoch 1789 | loss: 0.0310917 | val_loss: 0.0311269 | Time: 1888.18 ms [2021-11-19 11:14:57 main:581] : INFO : Epoch 1790 | loss: 0.0310902 | val_loss: 0.0311327 | Time: 1886.15 ms [2021-11-19 11:14:59 main:581] : INFO : Epoch 1791 | loss: 0.0310923 | val_loss: 0.0311369 | Time: 1896.85 ms [2021-11-19 11:15:01 main:581] : INFO : Epoch 1792 | loss: 0.0310964 | val_loss: 0.0311426 | Time: 1892.72 ms [2021-11-19 11:15:03 main:581] : INFO : Epoch 1793 | loss: 0.0310988 | val_loss: 0.031127 | Time: 1892.82 ms [2021-11-19 11:15:05 main:581] : INFO : Epoch 1794 | loss: 0.0310995 | val_loss: 0.0311319 | Time: 1923.13 ms [2021-11-19 11:15:07 main:581] : INFO : Epoch 1795 | loss: 0.0310891 | val_loss: 0.0311292 | Time: 1885.96 ms [2021-11-19 11:15:09 main:581] : INFO : Epoch 1796 | loss: 0.0310876 | val_loss: 0.031127 | Time: 1892.93 ms [2021-11-19 11:15:11 main:581] : INFO : Epoch 1797 | loss: 0.0310859 | val_loss: 0.0311242 | Time: 1908.8 ms [2021-11-19 11:15:12 main:581] : INFO : Epoch 1798 | loss: 0.0310841 | val_loss: 0.0311228 | Time: 1880.12 ms [2021-11-19 11:15:14 main:581] : INFO : Epoch 1799 | loss: 0.0310844 | val_loss: 0.0311325 | Time: 1896.97 ms [2021-11-19 11:15:16 main:581] : INFO : Epoch 1800 | loss: 0.031094 | val_loss: 0.031129 | Time: 1875.28 ms [2021-11-19 11:15:18 main:581] : INFO : Epoch 1801 | loss: 0.0310916 | val_loss: 0.0311207 | Time: 1895.05 ms [2021-11-19 11:15:20 main:581] : INFO : Epoch 1802 | loss: 0.0310882 | val_loss: 0.0311281 | Time: 1875.98 ms [2021-11-19 11:15:22 main:581] : INFO : Epoch 1803 | loss: 0.0310853 | val_loss: 0.0311254 | Time: 1878.07 ms [2021-11-19 11:15:24 main:581] : INFO : Epoch 1804 | loss: 0.0310843 | val_loss: 0.0311256 | Time: 1868.04 ms [2021-11-19 11:15:26 main:581] : INFO : Epoch 1805 | loss: 0.0310854 | val_loss: 0.0311229 | Time: 1864.83 ms [2021-11-19 11:15:27 main:581] : INFO : Epoch 1806 | loss: 0.0310877 | val_loss: 0.0311252 | Time: 1883.79 ms [2021-11-19 11:15:29 main:581] : INFO : Epoch 1807 | loss: 0.0310885 | val_loss: 0.0311292 | Time: 1884.52 ms [2021-11-19 11:15:31 main:581] : INFO : Epoch 1808 | loss: 0.031086 | val_loss: 0.0311257 | Time: 1879.67 ms [2021-11-19 11:15:33 main:581] : INFO : Epoch 1809 | loss: 0.0310825 | val_loss: 0.0311327 | Time: 1868.29 ms [2021-11-19 11:15:35 main:581] : INFO : Epoch 1810 | loss: 0.0310819 | val_loss: 0.031132 | Time: 1868.33 ms [2021-11-19 11:15:37 main:581] : INFO : Epoch 1811 | loss: 0.0310833 | val_loss: 0.0311307 | Time: 1871.39 ms [2021-11-19 11:15:39 main:581] : INFO : Epoch 1812 | loss: 0.0310822 | val_loss: 0.0311298 | Time: 1879.03 ms [2021-11-19 11:15:41 main:581] : INFO : Epoch 1813 | loss: 0.0310904 | val_loss: 0.0311334 | Time: 1884.24 ms [2021-11-19 11:15:42 main:581] : INFO : Epoch 1814 | loss: 0.0311179 | val_loss: 0.03114 | Time: 1878.65 ms [2021-11-19 11:15:44 main:581] : INFO : Epoch 1815 | loss: 0.0311139 | val_loss: 0.0311381 | Time: 1879.81 ms [2021-11-19 11:15:46 main:581] : INFO : Epoch 1816 | loss: 0.0311222 | val_loss: 0.0311343 | Time: 1909.1 ms [2021-11-19 11:15:48 main:581] : INFO : Epoch 1817 | loss: 0.0311164 | val_loss: 0.0311327 | Time: 1880.68 ms [2021-11-19 11:15:50 main:581] : INFO : Epoch 1818 | loss: 0.0311129 | val_loss: 0.031127 | Time: 1973.15 ms [2021-11-19 11:15:52 main:581] : INFO : Epoch 1819 | loss: 0.0311044 | val_loss: 0.0311277 | Time: 1862.73 ms [2021-11-19 11:15:54 main:581] : INFO : Epoch 1820 | loss: 0.0311004 | val_loss: 0.0311289 | Time: 1879.71 ms [2021-11-19 11:15:56 main:581] : INFO : Epoch 1821 | loss: 0.0310988 | val_loss: 0.0311252 | Time: 1858.26 ms [2021-11-19 11:15:58 main:581] : INFO : Epoch 1822 | loss: 0.0310972 | val_loss: 0.0311266 | Time: 1870.59 ms [2021-11-19 11:15:59 main:581] : INFO : Epoch 1823 | loss: 0.0311031 | val_loss: 0.0311363 | Time: 1867.67 ms [2021-11-19 11:16:01 main:581] : INFO : Epoch 1824 | loss: 0.0311034 | val_loss: 0.0311287 | Time: 1875.56 ms [2021-11-19 11:16:03 main:581] : INFO : Epoch 1825 | loss: 0.0310982 | val_loss: 0.0311229 | Time: 1876.7 ms [2021-11-19 11:16:05 main:581] : INFO : Epoch 1826 | loss: 0.0310964 | val_loss: 0.0311242 | Time: 1906.36 ms [2021-11-19 11:16:07 main:581] : INFO : Epoch 1827 | loss: 0.0310938 | val_loss: 0.031128 | Time: 1874.92 ms [2021-11-19 11:16:09 main:581] : INFO : Epoch 1828 | loss: 0.0310907 | val_loss: 0.0311279 | Time: 1876.01 ms [2021-11-19 11:16:11 main:581] : INFO : Epoch 1829 | loss: 0.0310901 | val_loss: 0.0311257 | Time: 1879.33 ms [2021-11-19 11:16:13 main:581] : INFO : Epoch 1830 | loss: 0.0310928 | val_loss: 0.0311273 | Time: 1878.46 ms [2021-11-19 11:16:14 main:581] : INFO : Epoch 1831 | loss: 0.0310948 | val_loss: 0.0311392 | Time: 1895.92 ms [2021-11-19 11:16:16 main:581] : INFO : Epoch 1832 | loss: 0.0310958 | val_loss: 0.0311249 | Time: 1909.81 ms [2021-11-19 11:16:18 main:581] : INFO : Epoch 1833 | loss: 0.0310962 | val_loss: 0.0311271 | Time: 1910.62 ms [2021-11-19 11:16:20 main:581] : INFO : Epoch 1834 | loss: 0.0310915 | val_loss: 0.0311253 | Time: 1904.42 ms [2021-11-19 11:16:22 main:581] : INFO : Epoch 1835 | loss: 0.0310902 | val_loss: 0.0311235 | Time: 1883.06 ms [2021-11-19 11:16:24 main:581] : INFO : Epoch 1836 | loss: 0.0310913 | val_loss: 0.0311277 | Time: 1876.73 ms [2021-11-19 11:16:26 main:581] : INFO : Epoch 1837 | loss: 0.0310903 | val_loss: 0.031135 | Time: 1872.15 ms [2021-11-19 11:16:28 main:581] : INFO : Epoch 1838 | loss: 0.0310901 | val_loss: 0.0311272 | Time: 1872.94 ms [2021-11-19 11:16:30 main:581] : INFO : Epoch 1839 | loss: 0.0310902 | val_loss: 0.0311209 | Time: 1885.35 ms [2021-11-19 11:16:31 main:581] : INFO : Epoch 1840 | loss: 0.0310871 | val_loss: 0.0311318 | Time: 1861.99 ms [2021-11-19 11:16:33 main:581] : INFO : Epoch 1841 | loss: 0.0310916 | val_loss: 0.031134 | Time: 1900.67 ms [2021-11-19 11:16:35 main:581] : INFO : Epoch 1842 | loss: 0.0310885 | val_loss: 0.0311227 | Time: 1898.7 ms [2021-11-19 11:16:37 main:581] : INFO : Epoch 1843 | loss: 0.0310844 | val_loss: 0.0311209 | Time: 1913.56 ms [2021-11-19 11:16:39 main:581] : INFO : Epoch 1844 | loss: 0.0310865 | val_loss: 0.0311289 | Time: 1910.72 ms [2021-11-19 11:16:41 main:581] : INFO : Epoch 1845 | loss: 0.0310881 | val_loss: 0.0311333 | Time: 1901.25 ms [2021-11-19 11:16:43 main:581] : INFO : Epoch 1846 | loss: 0.0310853 | val_loss: 0.0311246 | Time: 1893.31 ms [2021-11-19 11:16:45 main:581] : INFO : Epoch 1847 | loss: 0.0310827 | val_loss: 0.0311206 | Time: 1925.17 ms [2021-11-19 11:16:47 main:581] : INFO : Epoch 1848 | loss: 0.0310818 | val_loss: 0.0311283 | Time: 1878.88 ms [2021-11-19 11:16:49 main:581] : INFO : Epoch 1849 | loss: 0.0310823 | val_loss: 0.0311326 | Time: 1874.12 ms [2021-11-19 11:16:50 main:581] : INFO : Epoch 1850 | loss: 0.0310842 | val_loss: 0.031125 | Time: 1869.61 ms [2021-11-19 11:16:52 main:581] : INFO : Epoch 1851 | loss: 0.0310843 | val_loss: 0.0311228 | Time: 1877.05 ms [2021-11-19 11:16:54 main:581] : INFO : Epoch 1852 | loss: 0.0310834 | val_loss: 0.0311268 | Time: 1878.42 ms [2021-11-19 11:16:56 main:581] : INFO : Epoch 1853 | loss: 0.0310881 | val_loss: 0.0311224 | Time: 1880.41 ms [2021-11-19 11:16:58 main:581] : INFO : Epoch 1854 | loss: 0.0310836 | val_loss: 0.0311258 | Time: 1900.03 ms [2021-11-19 11:17:00 main:581] : INFO : Epoch 1855 | loss: 0.0310827 | val_loss: 0.0311246 | Time: 1883.26 ms [2021-11-19 11:17:02 main:581] : INFO : Epoch 1856 | loss: 0.0310861 | val_loss: 0.0311285 | Time: 1888.32 ms [2021-11-19 11:17:04 main:581] : INFO : Epoch 1857 | loss: 0.0311037 | val_loss: 0.0311333 | Time: 1885.98 ms [2021-11-19 11:17:06 main:581] : INFO : Epoch 1858 | loss: 0.031098 | val_loss: 0.0311283 | Time: 1901.06 ms [2021-11-19 11:17:07 main:581] : INFO : Epoch 1859 | loss: 0.0311044 | val_loss: 0.0311324 | Time: 1895.2 ms [2021-11-19 11:17:09 main:581] : INFO : Epoch 1860 | loss: 0.0311132 | val_loss: 0.0311287 | Time: 1903.68 ms [2021-11-19 11:17:11 main:581] : INFO : Epoch 1861 | loss: 0.0311061 | val_loss: 0.0311261 | Time: 1900.09 ms [2021-11-19 11:17:13 main:581] : INFO : Epoch 1862 | loss: 0.0310997 | val_loss: 0.0311274 | Time: 1877.29 ms [2021-11-19 11:17:15 main:581] : INFO : Epoch 1863 | loss: 0.0310953 | val_loss: 0.0311213 | Time: 1881.98 ms [2021-11-19 11:17:17 main:581] : INFO : Epoch 1864 | loss: 0.0310904 | val_loss: 0.0311204 | Time: 1879.68 ms [2021-11-19 11:17:19 main:581] : INFO : Epoch 1865 | loss: 0.031087 | val_loss: 0.0311233 | Time: 1872.16 ms [2021-11-19 11:17:21 main:581] : INFO : Epoch 1866 | loss: 0.0310854 | val_loss: 0.0311226 | Time: 1897.33 ms [2021-11-19 11:17:23 main:581] : INFO : Epoch 1867 | loss: 0.0310853 | val_loss: 0.0311221 | Time: 1864.9 ms [2021-11-19 11:17:24 main:581] : INFO : Epoch 1868 | loss: 0.0310836 | val_loss: 0.0311224 | Time: 1871.28 ms [2021-11-19 11:17:26 main:581] : INFO : Epoch 1869 | loss: 0.0310871 | val_loss: 0.0311253 | Time: 1893.2 ms [2021-11-19 11:17:28 main:581] : INFO : Epoch 1870 | loss: 0.031087 | val_loss: 0.0311355 | Time: 1866.79 ms [2021-11-19 11:17:30 main:581] : INFO : Epoch 1871 | loss: 0.0310874 | val_loss: 0.0311294 | Time: 1893.59 ms [2021-11-19 11:17:32 main:581] : INFO : Epoch 1872 | loss: 0.0310886 | val_loss: 0.0311303 | Time: 1874.04 ms [2021-11-19 11:17:34 main:581] : INFO : Epoch 1873 | loss: 0.0310897 | val_loss: 0.0311334 | Time: 1878.5 ms [2021-11-19 11:17:36 main:581] : INFO : Epoch 1874 | loss: 0.0310877 | val_loss: 0.0311267 | Time: 1879.34 ms [2021-11-19 11:17:38 main:581] : INFO : Epoch 1875 | loss: 0.031083 | val_loss: 0.0311235 | Time: 1883.18 ms [2021-11-19 11:17:39 main:581] : INFO : Epoch 1876 | loss: 0.0310848 | val_loss: 0.0311234 | Time: 1873 ms [2021-11-19 11:17:41 main:581] : INFO : Epoch 1877 | loss: 0.0310847 | val_loss: 0.0311337 | Time: 1889.72 ms [2021-11-19 11:17:43 main:581] : INFO : Epoch 1878 | loss: 0.0310847 | val_loss: 0.031125 | Time: 1889.51 ms [2021-11-19 11:17:45 main:581] : INFO : Epoch 1879 | loss: 0.0310844 | val_loss: 0.031126 | Time: 1869.93 ms [2021-11-19 11:17:47 main:581] : INFO : Epoch 1880 | loss: 0.0310847 | val_loss: 0.0311274 | Time: 1896.37 ms [2021-11-19 11:17:49 main:581] : INFO : Epoch 1881 | loss: 0.0310825 | val_loss: 0.0311279 | Time: 1896.81 ms [2021-11-19 11:17:51 main:581] : INFO : Epoch 1882 | loss: 0.0310849 | val_loss: 0.0311277 | Time: 1886.48 ms [2021-11-19 11:17:53 main:581] : INFO : Epoch 1883 | loss: 0.0310865 | val_loss: 0.0311354 | Time: 1900.48 ms [2021-11-19 11:17:55 main:581] : INFO : Epoch 1884 | loss: 0.0310939 | val_loss: 0.0311316 | Time: 1913.37 ms [2021-11-19 11:17:56 main:581] : INFO : Epoch 1885 | loss: 0.0310946 | val_loss: 0.0311289 | Time: 1887.73 ms [2021-11-19 11:17:58 main:581] : INFO : Epoch 1886 | loss: 0.0310885 | val_loss: 0.0311343 | Time: 1877.51 ms [2021-11-19 11:18:00 main:581] : INFO : Epoch 1887 | loss: 0.0310828 | val_loss: 0.0311291 | Time: 1894.16 ms [2021-11-19 11:18:02 main:581] : INFO : Epoch 1888 | loss: 0.0310857 | val_loss: 0.0311287 | Time: 1874.96 ms [2021-11-19 11:18:04 main:581] : INFO : Epoch 1889 | loss: 0.031089 | val_loss: 0.0311278 | Time: 1907.35 ms [2021-11-19 11:18:06 main:581] : INFO : Epoch 1890 | loss: 0.0310896 | val_loss: 0.0311321 | Time: 1921.35 ms [2021-11-19 11:18:08 main:581] : INFO : Epoch 1891 | loss: 0.0310873 | val_loss: 0.0311307 | Time: 1893.45 ms [2021-11-19 11:18:10 main:581] : INFO : Epoch 1892 | loss: 0.0310861 | val_loss: 0.031127 | Time: 1887.08 ms [2021-11-19 11:18:12 main:581] : INFO : Epoch 1893 | loss: 0.0310834 | val_loss: 0.0311272 | Time: 1902.11 ms [2021-11-19 11:18:13 main:581] : INFO : Epoch 1894 | loss: 0.0310823 | val_loss: 0.0311244 | Time: 1885.61 ms [2021-11-19 11:18:15 main:581] : INFO : Epoch 1895 | loss: 0.0310808 | val_loss: 0.0311324 | Time: 1884.72 ms [2021-11-19 11:18:17 main:581] : INFO : Epoch 1896 | loss: 0.0310784 | val_loss: 0.0311303 | Time: 1870.93 ms [2021-11-19 11:18:19 main:581] : INFO : Epoch 1897 | loss: 0.0310792 | val_loss: 0.0311301 | Time: 1883.72 ms [2021-11-19 11:18:21 main:581] : INFO : Epoch 1898 | loss: 0.0310821 | val_loss: 0.0311289 | Time: 1888.1 ms [2021-11-19 11:18:23 main:581] : INFO : Epoch 1899 | loss: 0.0310789 | val_loss: 0.0311312 | Time: 1887.85 ms [2021-11-19 11:18:25 main:581] : INFO : Epoch 1900 | loss: 0.0310798 | val_loss: 0.0311303 | Time: 1895.15 ms [2021-11-19 11:18:27 main:581] : INFO : Epoch 1901 | loss: 0.0310837 | val_loss: 0.0311281 | Time: 1877.38 ms [2021-11-19 11:18:29 main:581] : INFO : Epoch 1902 | loss: 0.0310833 | val_loss: 0.0311242 | Time: 1882.83 ms [2021-11-19 11:18:30 main:581] : INFO : Epoch 1903 | loss: 0.0310815 | val_loss: 0.0311252 | Time: 1869.51 ms [2021-11-19 11:18:32 main:581] : INFO : Epoch 1904 | loss: 0.0310843 | val_loss: 0.0311299 | Time: 1873.67 ms [2021-11-19 11:18:34 main:581] : INFO : Epoch 1905 | loss: 0.0310815 | val_loss: 0.0311275 | Time: 1890.28 ms [2021-11-19 11:18:36 main:581] : INFO : Epoch 1906 | loss: 0.0310774 | val_loss: 0.0311289 | Time: 1870.17 ms [2021-11-19 11:18:38 main:581] : INFO : Epoch 1907 | loss: 0.0310782 | val_loss: 0.0311239 | Time: 1881.95 ms [2021-11-19 11:18:40 main:581] : INFO : Epoch 1908 | loss: 0.0310785 | val_loss: 0.0311237 | Time: 1864.64 ms [2021-11-19 11:18:42 main:581] : INFO : Epoch 1909 | loss: 0.0310781 | val_loss: 0.0311246 | Time: 1864.66 ms [2021-11-19 11:18:44 main:581] : INFO : Epoch 1910 | loss: 0.0310786 | val_loss: 0.0311329 | Time: 1868.63 ms [2021-11-19 11:18:45 main:581] : INFO : Epoch 1911 | loss: 0.0310778 | val_loss: 0.0311293 | Time: 1863.08 ms [2021-11-19 11:18:47 main:581] : INFO : Epoch 1912 | loss: 0.03108 | val_loss: 0.0311233 | Time: 1879.66 ms [2021-11-19 11:18:49 main:581] : INFO : Epoch 1913 | loss: 0.0310775 | val_loss: 0.0311227 | Time: 1884.66 ms [2021-11-19 11:18:51 main:581] : INFO : Epoch 1914 | loss: 0.0310805 | val_loss: 0.0311267 | Time: 1869.36 ms [2021-11-19 11:18:53 main:581] : INFO : Epoch 1915 | loss: 0.0310862 | val_loss: 0.0311257 | Time: 1899.21 ms [2021-11-19 11:18:55 main:581] : INFO : Epoch 1916 | loss: 0.0310911 | val_loss: 0.0311403 | Time: 1873.18 ms [2021-11-19 11:18:57 main:581] : INFO : Epoch 1917 | loss: 0.031086 | val_loss: 0.0311316 | Time: 1871.65 ms [2021-11-19 11:18:59 main:581] : INFO : Epoch 1918 | loss: 0.0310841 | val_loss: 0.0311246 | Time: 1883.57 ms [2021-11-19 11:19:00 main:581] : INFO : Epoch 1919 | loss: 0.0310837 | val_loss: 0.031129 | Time: 1869.79 ms [2021-11-19 11:19:02 main:581] : INFO : Epoch 1920 | loss: 0.0310945 | val_loss: 0.0311211 | Time: 1876.2 ms [2021-11-19 11:19:04 main:581] : INFO : Epoch 1921 | loss: 0.0310952 | val_loss: 0.0311211 | Time: 1908.5 ms [2021-11-19 11:19:06 main:581] : INFO : Epoch 1922 | loss: 0.0310906 | val_loss: 0.0311191 | Time: 1924.7 ms [2021-11-19 11:19:08 main:581] : INFO : Epoch 1923 | loss: 0.0310865 | val_loss: 0.0311191 | Time: 1873.71 ms [2021-11-19 11:19:10 main:581] : INFO : Epoch 1924 | loss: 0.0310841 | val_loss: 0.0311222 | Time: 1886.04 ms [2021-11-19 11:19:12 main:581] : INFO : Epoch 1925 | loss: 0.0310875 | val_loss: 0.0311289 | Time: 1880.83 ms [2021-11-19 11:19:14 main:581] : INFO : Epoch 1926 | loss: 0.0310842 | val_loss: 0.0311404 | Time: 1868.93 ms [2021-11-19 11:19:16 main:581] : INFO : Epoch 1927 | loss: 0.031113 | val_loss: 0.0311325 | Time: 1871.88 ms [2021-11-19 11:19:17 main:581] : INFO : Epoch 1928 | loss: 0.0311045 | val_loss: 0.0311253 | Time: 1872.69 ms [2021-11-19 11:19:19 main:581] : INFO : Epoch 1929 | loss: 0.0310995 | val_loss: 0.0311308 | Time: 1867.35 ms [2021-11-19 11:19:21 main:581] : INFO : Epoch 1930 | loss: 0.0311014 | val_loss: 0.0311316 | Time: 1883.37 ms [2021-11-19 11:19:23 main:581] : INFO : Epoch 1931 | loss: 0.0310975 | val_loss: 0.0311224 | Time: 1872.51 ms [2021-11-19 11:19:25 main:581] : INFO : Epoch 1932 | loss: 0.0310936 | val_loss: 0.0311249 | Time: 1885.53 ms [2021-11-19 11:19:27 main:581] : INFO : Epoch 1933 | loss: 0.0310914 | val_loss: 0.0311262 | Time: 1883.27 ms [2021-11-19 11:19:29 main:581] : INFO : Epoch 1934 | loss: 0.0310976 | val_loss: 0.0311209 | Time: 1874.1 ms [2021-11-19 11:19:31 main:581] : INFO : Epoch 1935 | loss: 0.0310927 | val_loss: 0.0311217 | Time: 1901.28 ms [2021-11-19 11:19:32 main:581] : INFO : Epoch 1936 | loss: 0.0310928 | val_loss: 0.0311212 | Time: 1891.92 ms [2021-11-19 11:19:34 main:581] : INFO : Epoch 1937 | loss: 0.031088 | val_loss: 0.0311202 | Time: 1883.54 ms [2021-11-19 11:19:36 main:581] : INFO : Epoch 1938 | loss: 0.0310959 | val_loss: 0.0311287 | Time: 1898.08 ms [2021-11-19 11:19:38 main:581] : INFO : Epoch 1939 | loss: 0.0310965 | val_loss: 0.0311306 | Time: 1873.44 ms [2021-11-19 11:19:40 main:581] : INFO : Epoch 1940 | loss: 0.0310955 | val_loss: 0.0311221 | Time: 1892.3 ms [2021-11-19 11:19:42 main:581] : INFO : Epoch 1941 | loss: 0.0310924 | val_loss: 0.0311216 | Time: 1876.32 ms [2021-11-19 11:19:44 main:581] : INFO : Epoch 1942 | loss: 0.0310894 | val_loss: 0.0311194 | Time: 1874.39 ms [2021-11-19 11:19:46 main:581] : INFO : Epoch 1943 | loss: 0.0310912 | val_loss: 0.0311261 | Time: 1890.13 ms [2021-11-19 11:19:48 main:581] : INFO : Epoch 1944 | loss: 0.0310928 | val_loss: 0.031125 | Time: 1881.72 ms [2021-11-19 11:19:49 main:581] : INFO : Epoch 1945 | loss: 0.0310917 | val_loss: 0.031121 | Time: 1890.13 ms [2021-11-19 11:19:51 main:581] : INFO : Epoch 1946 | loss: 0.0310874 | val_loss: 0.0311293 | Time: 1904.12 ms [2021-11-19 11:19:53 main:581] : INFO : Epoch 1947 | loss: 0.0310913 | val_loss: 0.0311275 | Time: 1862.89 ms [2021-11-19 11:19:55 main:581] : INFO : Epoch 1948 | loss: 0.0310867 | val_loss: 0.0311228 | Time: 1871.33 ms [2021-11-19 11:19:57 main:581] : INFO : Epoch 1949 | loss: 0.0310898 | val_loss: 0.0311226 | Time: 1883.31 ms [2021-11-19 11:19:59 main:581] : INFO : Epoch 1950 | loss: 0.031084 | val_loss: 0.0311215 | Time: 1875.18 ms [2021-11-19 11:20:01 main:581] : INFO : Epoch 1951 | loss: 0.0310832 | val_loss: 0.0311233 | Time: 1865.13 ms [2021-11-19 11:20:03 main:581] : INFO : Epoch 1952 | loss: 0.0310818 | val_loss: 0.0311222 | Time: 1897.23 ms [2021-11-19 11:20:04 main:581] : INFO : Epoch 1953 | loss: 0.0310793 | val_loss: 0.0311262 | Time: 1900.75 ms [2021-11-19 11:20:06 main:581] : INFO : Epoch 1954 | loss: 0.0310781 | val_loss: 0.0311239 | Time: 1900.79 ms [2021-11-19 11:20:08 main:581] : INFO : Epoch 1955 | loss: 0.0310809 | val_loss: 0.0311227 | Time: 1891.71 ms [2021-11-19 11:20:10 main:581] : INFO : Epoch 1956 | loss: 0.0310774 | val_loss: 0.0311252 | Time: 1909.25 ms [2021-11-19 11:20:12 main:581] : INFO : Epoch 1957 | loss: 0.0310827 | val_loss: 0.0311265 | Time: 1900.75 ms [2021-11-19 11:20:14 main:581] : INFO : Epoch 1958 | loss: 0.0310896 | val_loss: 0.0311229 | Time: 1905.03 ms [2021-11-19 11:20:16 main:581] : INFO : Epoch 1959 | loss: 0.0310848 | val_loss: 0.0311248 | Time: 1872.96 ms [2021-11-19 11:20:18 main:581] : INFO : Epoch 1960 | loss: 0.0310856 | val_loss: 0.0311344 | Time: 1877.53 ms [2021-11-19 11:20:20 main:581] : INFO : Epoch 1961 | loss: 0.0310852 | val_loss: 0.0311194 | Time: 1881.78 ms [2021-11-19 11:20:22 main:581] : INFO : Epoch 1962 | loss: 0.0310793 | val_loss: 0.0311265 | Time: 1874.75 ms [2021-11-19 11:20:23 main:581] : INFO : Epoch 1963 | loss: 0.0310785 | val_loss: 0.0311238 | Time: 1865.05 ms [2021-11-19 11:20:25 main:581] : INFO : Epoch 1964 | loss: 0.0310807 | val_loss: 0.0311441 | Time: 1867.49 ms [2021-11-19 11:20:27 main:581] : INFO : Epoch 1965 | loss: 0.0310826 | val_loss: 0.0311193 | Time: 1873.44 ms [2021-11-19 11:20:29 main:581] : INFO : Epoch 1966 | loss: 0.0310776 | val_loss: 0.0311258 | Time: 1885.43 ms [2021-11-19 11:20:31 main:581] : INFO : Epoch 1967 | loss: 0.0310797 | val_loss: 0.0311293 | Time: 1879.76 ms [2021-11-19 11:20:33 main:581] : INFO : Epoch 1968 | loss: 0.0310831 | val_loss: 0.0311246 | Time: 1869.71 ms [2021-11-19 11:20:35 main:581] : INFO : Epoch 1969 | loss: 0.0310806 | val_loss: 0.0311236 | Time: 1863.51 ms [2021-11-19 11:20:36 main:581] : INFO : Epoch 1970 | loss: 0.0310829 | val_loss: 0.0311298 | Time: 1871.17 ms [2021-11-19 11:20:38 main:581] : INFO : Epoch 1971 | loss: 0.0310841 | val_loss: 0.0311315 | Time: 1882.79 ms [2021-11-19 11:20:40 main:581] : INFO : Epoch 1972 | loss: 0.0310784 | val_loss: 0.0311242 | Time: 1880.06 ms [2021-11-19 11:20:42 main:581] : INFO : Epoch 1973 | loss: 0.0310795 | val_loss: 0.0311219 | Time: 1875.88 ms [2021-11-19 11:20:44 main:581] : INFO : Epoch 1974 | loss: 0.0310782 | val_loss: 0.031125 | Time: 1880.56 ms [2021-11-19 11:20:46 main:581] : INFO : Epoch 1975 | loss: 0.0310856 | val_loss: 0.031127 | Time: 1871.84 ms [2021-11-19 11:20:48 main:581] : INFO : Epoch 1976 | loss: 0.0310805 | val_loss: 0.0311193 | Time: 1864.7 ms [2021-11-19 11:20:50 main:581] : INFO : Epoch 1977 | loss: 0.0310806 | val_loss: 0.0311285 | Time: 1963.02 ms [2021-11-19 11:20:52 main:581] : INFO : Epoch 1978 | loss: 0.0310783 | val_loss: 0.0311188 | Time: 1882.01 ms [2021-11-19 11:20:53 main:581] : INFO : Epoch 1979 | loss: 0.0310755 | val_loss: 0.0311253 | Time: 1877.84 ms [2021-11-19 11:20:55 main:581] : INFO : Epoch 1980 | loss: 0.0310746 | val_loss: 0.0311278 | Time: 1867.82 ms [2021-11-19 11:20:57 main:581] : INFO : Epoch 1981 | loss: 0.0310735 | val_loss: 0.0311212 | Time: 1881.05 ms [2021-11-19 11:20:59 main:581] : INFO : Epoch 1982 | loss: 0.0310726 | val_loss: 0.031121 | Time: 1871.7 ms [2021-11-19 11:21:01 main:581] : INFO : Epoch 1983 | loss: 0.0310738 | val_loss: 0.0311201 | Time: 1881.16 ms [2021-11-19 11:21:03 main:581] : INFO : Epoch 1984 | loss: 0.0310719 | val_loss: 0.0311279 | Time: 1883.15 ms [2021-11-19 11:21:05 main:581] : INFO : Epoch 1985 | loss: 0.0310725 | val_loss: 0.031122 | Time: 1894.16 ms [2021-11-19 11:21:07 main:581] : INFO : Epoch 1986 | loss: 0.0310772 | val_loss: 0.0311259 | Time: 1884.42 ms [2021-11-19 11:21:09 main:581] : INFO : Epoch 1987 | loss: 0.0310783 | val_loss: 0.0311297 | Time: 1885.92 ms [2021-11-19 11:21:10 main:581] : INFO : Epoch 1988 | loss: 0.0310767 | val_loss: 0.0311245 | Time: 1892.47 ms [2021-11-19 11:21:12 main:581] : INFO : Epoch 1989 | loss: 0.0310763 | val_loss: 0.0311263 | Time: 1878.39 ms [2021-11-19 11:21:14 main:581] : INFO : Epoch 1990 | loss: 0.0310764 | val_loss: 0.0311238 | Time: 1885.88 ms [2021-11-19 11:21:16 main:581] : INFO : Epoch 1991 | loss: 0.0310767 | val_loss: 0.031127 | Time: 1863.46 ms [2021-11-19 11:21:18 main:581] : INFO : Epoch 1992 | loss: 0.0310731 | val_loss: 0.0311266 | Time: 1883.96 ms [2021-11-19 11:21:20 main:581] : INFO : Epoch 1993 | loss: 0.0310734 | val_loss: 0.0311334 | Time: 1886.39 ms [2021-11-19 11:21:22 main:581] : INFO : Epoch 1994 | loss: 0.0310708 | val_loss: 0.0311344 | Time: 1863.18 ms [2021-11-19 11:21:24 main:581] : INFO : Epoch 1995 | loss: 0.0310734 | val_loss: 0.0311272 | Time: 1872.98 ms [2021-11-19 11:21:25 main:581] : INFO : Epoch 1996 | loss: 0.0310774 | val_loss: 0.0311328 | Time: 1864.14 ms [2021-11-19 11:21:27 main:581] : INFO : Epoch 1997 | loss: 0.0310788 | val_loss: 0.031128 | Time: 1868.63 ms [2021-11-19 11:21:29 main:581] : INFO : Epoch 1998 | loss: 0.0310808 | val_loss: 0.0311298 | Time: 1887.97 ms [2021-11-19 11:21:31 main:581] : INFO : Epoch 1999 | loss: 0.0310861 | val_loss: 0.0311373 | Time: 1873.03 ms [2021-11-19 11:21:33 main:581] : INFO : Epoch 2000 | loss: 0.0310813 | val_loss: 0.0311219 | Time: 1872.2 ms [2021-11-19 11:21:35 main:581] : INFO : Epoch 2001 | loss: 0.0310765 | val_loss: 0.0311235 | Time: 1862.16 ms [2021-11-19 11:21:37 main:581] : INFO : Epoch 2002 | loss: 0.0310747 | val_loss: 0.0311301 | Time: 1877.19 ms [2021-11-19 11:21:39 main:581] : INFO : Epoch 2003 | loss: 0.031075 | val_loss: 0.0311239 | Time: 1857.15 ms [2021-11-19 11:21:40 main:581] : INFO : Epoch 2004 | loss: 0.0310852 | val_loss: 0.0311274 | Time: 1865.19 ms [2021-11-19 11:21:42 main:581] : INFO : Epoch 2005 | loss: 0.0310864 | val_loss: 0.0311276 | Time: 1873.09 ms [2021-11-19 11:21:44 main:581] : INFO : Epoch 2006 | loss: 0.0310812 | val_loss: 0.0311229 | Time: 1875.02 ms [2021-11-19 11:21:46 main:581] : INFO : Epoch 2007 | loss: 0.0310812 | val_loss: 0.0311276 | Time: 1874.22 ms [2021-11-19 11:21:48 main:581] : INFO : Epoch 2008 | loss: 0.031081 | val_loss: 0.0311307 | Time: 1857.81 ms [2021-11-19 11:21:50 main:581] : INFO : Epoch 2009 | loss: 0.0310828 | val_loss: 0.0311262 | Time: 1879.91 ms [2021-11-19 11:21:52 main:581] : INFO : Epoch 2010 | loss: 0.031079 | val_loss: 0.0311256 | Time: 1905.95 ms [2021-11-19 11:21:54 main:581] : INFO : Epoch 2011 | loss: 0.0310772 | val_loss: 0.0311242 | Time: 1869.65 ms [2021-11-19 11:21:55 main:581] : INFO : Epoch 2012 | loss: 0.0310752 | val_loss: 0.0311227 | Time: 1873.28 ms [2021-11-19 11:21:57 main:581] : INFO : Epoch 2013 | loss: 0.0310762 | val_loss: 0.0311235 | Time: 1882.99 ms [2021-11-19 11:21:59 main:581] : INFO : Epoch 2014 | loss: 0.0310762 | val_loss: 0.0311207 | Time: 1874.71 ms [2021-11-19 11:22:01 main:581] : INFO : Epoch 2015 | loss: 0.0310788 | val_loss: 0.0311227 | Time: 1890.39 ms [2021-11-19 11:22:03 main:581] : INFO : Epoch 2016 | loss: 0.0310773 | val_loss: 0.0311277 | Time: 1884.79 ms [2021-11-19 11:22:05 main:581] : INFO : Epoch 2017 | loss: 0.0310828 | val_loss: 0.0311243 | Time: 1887.6 ms [2021-11-19 11:22:07 main:581] : INFO : Epoch 2018 | loss: 0.0310835 | val_loss: 0.0311285 | Time: 1876.88 ms [2021-11-19 11:22:09 main:581] : INFO : Epoch 2019 | loss: 0.0310797 | val_loss: 0.0311291 | Time: 1891.79 ms [2021-11-19 11:22:10 main:581] : INFO : Epoch 2020 | loss: 0.0310774 | val_loss: 0.0311273 | Time: 1895.31 ms [2021-11-19 11:22:12 main:581] : INFO : Epoch 2021 | loss: 0.0310778 | val_loss: 0.0311295 | Time: 1903.68 ms [2021-11-19 11:22:14 main:581] : INFO : Epoch 2022 | loss: 0.0310785 | val_loss: 0.0311276 | Time: 1883.67 ms [2021-11-19 11:22:16 main:581] : INFO : Epoch 2023 | loss: 0.0310782 | val_loss: 0.0311303 | Time: 1868.62 ms [2021-11-19 11:22:18 main:581] : INFO : Epoch 2024 | loss: 0.0310781 | val_loss: 0.0311249 | Time: 1872.37 ms [2021-11-19 11:22:20 main:581] : INFO : Epoch 2025 | loss: 0.0310793 | val_loss: 0.0311221 | Time: 1891.72 ms [2021-11-19 11:22:22 main:581] : INFO : Epoch 2026 | loss: 0.0310776 | val_loss: 0.0311202 | Time: 1873.68 ms [2021-11-19 11:22:24 main:581] : INFO : Epoch 2027 | loss: 0.0310768 | val_loss: 0.0311268 | Time: 1897.53 ms [2021-11-19 11:22:26 main:581] : INFO : Epoch 2028 | loss: 0.0310792 | val_loss: 0.0311244 | Time: 1893.92 ms [2021-11-19 11:22:27 main:581] : INFO : Epoch 2029 | loss: 0.0310821 | val_loss: 0.0311266 | Time: 1879.48 ms [2021-11-19 11:22:29 main:581] : INFO : Epoch 2030 | loss: 0.0310779 | val_loss: 0.0311252 | Time: 1881.73 ms [2021-11-19 11:22:31 main:581] : INFO : Epoch 2031 | loss: 0.0310794 | val_loss: 0.0311244 | Time: 1885.29 ms [2021-11-19 11:22:33 main:581] : INFO : Epoch 2032 | loss: 0.031082 | val_loss: 0.0311254 | Time: 1867.97 ms [2021-11-19 11:22:35 main:581] : INFO : Epoch 2033 | loss: 0.0310777 | val_loss: 0.0311256 | Time: 1870.63 ms [2021-11-19 11:22:37 main:581] : INFO : Epoch 2034 | loss: 0.0310829 | val_loss: 0.0311296 | Time: 1877.12 ms [2021-11-19 11:22:39 main:581] : INFO : Epoch 2035 | loss: 0.0310793 | val_loss: 0.0311211 | Time: 1885 ms [2021-11-19 11:22:41 main:581] : INFO : Epoch 2036 | loss: 0.0310753 | val_loss: 0.0311235 | Time: 1883.95 ms [2021-11-19 11:22:42 main:581] : INFO : Epoch 2037 | loss: 0.0310752 | val_loss: 0.03112 | Time: 1867.32 ms [2021-11-19 11:22:44 main:581] : INFO : Epoch 2038 | loss: 0.0310743 | val_loss: 0.0311285 | Time: 1857.17 ms [2021-11-19 11:22:46 main:581] : INFO : Epoch 2039 | loss: 0.0310774 | val_loss: 0.0311249 | Time: 1889.59 ms [2021-11-19 11:22:48 main:581] : INFO : Epoch 2040 | loss: 0.0310803 | val_loss: 0.0311303 | Time: 1868.78 ms [2021-11-19 11:22:50 main:581] : INFO : Epoch 2041 | loss: 0.0310787 | val_loss: 0.0311276 | Time: 1878.15 ms [2021-11-19 11:22:52 main:581] : INFO : Epoch 2042 | loss: 0.0310806 | val_loss: 0.0311248 | Time: 1909.63 ms [2021-11-19 11:22:54 main:581] : INFO : Epoch 2043 | loss: 0.0310956 | val_loss: 0.0311174 | Time: 1860.17 ms [2021-11-19 11:22:56 main:581] : INFO : Epoch 2044 | loss: 0.0310898 | val_loss: 0.0311156 | Time: 1870.18 ms [2021-11-19 11:22:57 main:581] : INFO : Epoch 2045 | loss: 0.0310843 | val_loss: 0.0311141 | Time: 1888.73 ms [2021-11-19 11:22:59 main:581] : INFO : Epoch 2046 | loss: 0.0310842 | val_loss: 0.0311166 | Time: 1861.52 ms [2021-11-19 11:23:01 main:581] : INFO : Epoch 2047 | loss: 0.0310793 | val_loss: 0.031119 | Time: 1890.48 ms [2021-11-19 11:23:03 main:581] : INFO : Epoch 2048 | loss: 0.0310833 | val_loss: 0.0311248 | Time: 1894.41 ms [2021-11-19 11:23:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311248 [2021-11-19 11:23:03 main:610] : INFO : Saving end state to config to file [2021-11-19 11:23:03 main:615] : INFO : Success, exiting.. 11:23:03 (7504): 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)