Task 14099711
| Name | ParityModified-1647042530-5332-2-0_0 |
| Workunit | 11167279 |
| Created | 30 Mar 2022, 17:52:15 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 13:30:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 4 min 28 sec |
| CPU time | 1 hours 4 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1546 | loss: 0.00232678 | val_loss: 0.00239854 | Time: 2041.44 ms
[2022-04-04 15:14:06 main:581] : INFO : Epoch 1547 | loss: 0.00227308 | val_loss: 0.00244282 | Time: 1922.24 ms
[2022-04-04 15:14:08 main:581] : INFO : Epoch 1548 | loss: 0.00232379 | val_loss: 0.00273469 | Time: 1878.13 ms
[2022-04-04 15:14:10 main:581] : INFO : Epoch 1549 | loss: 0.0023762 | val_loss: 0.00240968 | Time: 1903.38 ms
[2022-04-04 15:14:11 main:581] : INFO : Epoch 1550 | loss: 0.00228937 | val_loss: 0.00239936 | Time: 1904.47 ms
[2022-04-04 15:14:13 main:581] : INFO : Epoch 1551 | loss: 0.00225088 | val_loss: 0.00233904 | Time: 1854.95 ms
[2022-04-04 15:14:15 main:581] : INFO : Epoch 1552 | loss: 0.00220824 | val_loss: 0.00229125 | Time: 1860.48 ms
[2022-04-04 15:14:17 main:581] : INFO : Epoch 1553 | loss: 0.00220793 | val_loss: 0.00228043 | Time: 1941.22 ms
[2022-04-04 15:14:19 main:581] : INFO : Epoch 1554 | loss: 0.00224516 | val_loss: 0.0028107 | Time: 1937.18 ms
[2022-04-04 15:14:21 main:581] : INFO : Epoch 1555 | loss: 0.00243231 | val_loss: 0.00240225 | Time: 1943.95 ms
[2022-04-04 15:14:23 main:581] : INFO : Epoch 1556 | loss: 0.00466558 | val_loss: 0.00747108 | Time: 1885.58 ms
[2022-04-04 15:14:25 main:581] : INFO : Epoch 1557 | loss: 0.00571315 | val_loss: 0.00457501 | Time: 1850.42 ms
[2022-04-04 15:14:27 main:581] : INFO : Epoch 1558 | loss: 0.00373222 | val_loss: 0.00334749 | Time: 1849.64 ms
[2022-04-04 15:14:28 main:581] : INFO : Epoch 1559 | loss: 0.00311573 | val_loss: 0.00306167 | Time: 1868.16 ms
[2022-04-04 15:14:30 main:581] : INFO : Epoch 1560 | loss: 0.00281538 | val_loss: 0.00280302 | Time: 1841.15 ms
[2022-04-04 15:14:32 main:581] : INFO : Epoch 1561 | loss: 0.00272429 | val_loss: 0.00275794 | Time: 1854.64 ms
[2022-04-04 15:14:34 main:581] : INFO : Epoch 1562 | loss: 0.00270453 | val_loss: 0.00286551 | Time: 1860.37 ms
[2022-04-04 15:14:36 main:581] : INFO : Epoch 1563 | loss: 0.00271375 | val_loss: 0.00278616 | Time: 1848.61 ms
[2022-04-04 15:14:38 main:581] : INFO : Epoch 1564 | loss: 0.00262071 | val_loss: 0.00276254 | Time: 1861.27 ms
[2022-04-04 15:14:40 main:581] : INFO : Epoch 1565 | loss: 0.00269833 | val_loss: 0.00279759 | Time: 1833.9 ms
[2022-04-04 15:14:41 main:581] : INFO : Epoch 1566 | loss: 0.00265764 | val_loss: 0.002686 | Time: 1851.83 ms
[2022-04-04 15:14:43 main:581] : INFO : Epoch 1567 | loss: 0.00263584 | val_loss: 0.00276119 | Time: 1917.65 ms
[2022-04-04 15:14:45 main:581] : INFO : Epoch 1568 | loss: 0.00255196 | val_loss: 0.0026187 | Time: 1948.65 ms
[2022-04-04 15:14:47 main:581] : INFO : Epoch 1569 | loss: 0.00254866 | val_loss: 0.00268389 | Time: 1840.7 ms
[2022-04-04 15:14:49 main:581] : INFO : Epoch 1570 | loss: 0.00254397 | val_loss: 0.00262355 | Time: 1874.3 ms
[2022-04-04 15:14:51 main:581] : INFO : Epoch 1571 | loss: 0.0025236 | val_loss: 0.00275205 | Time: 1868.23 ms
[2022-04-04 15:14:53 main:581] : INFO : Epoch 1572 | loss: 0.00251424 | val_loss: 0.00263518 | Time: 1869.72 ms
[2022-04-04 15:14:55 main:581] : INFO : Epoch 1573 | loss: 0.00249991 | val_loss: 0.00258872 | Time: 1863.91 ms
[2022-04-04 15:14:56 main:581] : INFO : Epoch 1574 | loss: 0.00256998 | val_loss: 0.00273367 | Time: 1863.24 ms
[2022-04-04 15:14:58 main:581] : INFO : Epoch 1575 | loss: 0.002519 | val_loss: 0.00250527 | Time: 1850.97 ms
[2022-04-04 15:15:00 main:581] : INFO : Epoch 1576 | loss: 0.00251632 | val_loss: 0.00257287 | Time: 1848.56 ms
[2022-04-04 15:15:02 main:581] : INFO : Epoch 1577 | loss: 0.00246886 | val_loss: 0.00256163 | Time: 1932.06 ms
[2022-04-04 15:15:04 main:581] : INFO : Epoch 1578 | loss: 0.00270625 | val_loss: 0.00278457 | Time: 1984.38 ms
[2022-04-04 15:15:06 main:581] : INFO : Epoch 1579 | loss: 0.00260062 | val_loss: 0.00257184 | Time: 1891.77 ms
[2022-04-04 15:15:08 main:581] : INFO : Epoch 1580 | loss: 0.00282043 | val_loss: 0.00290816 | Time: 1857.26 ms
[2022-04-04 15:15:10 main:581] : INFO : Epoch 1581 | loss: 0.00260335 | val_loss: 0.00271344 | Time: 1857.53 ms
[2022-04-04 15:15:11 main:581] : INFO : Epoch 1582 | loss: 0.00249172 | val_loss: 0.00261053 | Time: 1851.09 ms
[2022-04-04 15:15:13 main:581] : INFO : Epoch 1583 | loss: 0.00254545 | val_loss: 0.00251745 | Time: 1880.28 ms
[2022-04-04 15:15:15 main:581] : INFO : Epoch 1584 | loss: 0.00249708 | val_loss: 0.00267183 | Time: 1870.9 ms
[2022-04-04 15:15:17 main:581] : INFO : Epoch 1585 | loss: 0.00262671 | val_loss: 0.00274767 | Time: 1844.83 ms
[2022-04-04 15:15:19 main:581] : INFO : Epoch 1586 | loss: 0.00250253 | val_loss: 0.00250147 | Time: 1851.61 ms
[2022-04-04 15:15:21 main:581] : INFO : Epoch 1587 | loss: 0.00241755 | val_loss: 0.00254336 | Time: 1922.01 ms
[2022-04-04 15:15:23 main:581] : INFO : Epoch 1588 | loss: 0.00239386 | val_loss: 0.00245035 | Time: 1891.89 ms
[2022-04-04 15:15:25 main:581] : INFO : Epoch 1589 | loss: 0.0029329 | val_loss: 0.00338624 | Time: 1854.22 ms
[2022-04-04 15:15:26 main:581] : INFO : Epoch 1590 | loss: 0.0027308 | val_loss: 0.00266628 | Time: 1855.14 ms
[2022-04-04 15:15:28 main:581] : INFO : Epoch 1591 | loss: 0.00248895 | val_loss: 0.0025401 | Time: 1872.44 ms
[2022-04-04 15:15:30 main:581] : INFO : Epoch 1592 | loss: 0.00239573 | val_loss: 0.00254214 | Time: 1876.17 ms
[2022-04-04 15:15:32 main:581] : INFO : Epoch 1593 | loss: 0.00239285 | val_loss: 0.00253205 | Time: 1863.4 ms
[2022-04-04 15:15:34 main:581] : INFO : Epoch 1594 | loss: 0.00249215 | val_loss: 0.00246437 | Time: 1867.25 ms
[2022-04-04 15:15:36 main:581] : INFO : Epoch 1595 | loss: 0.00250425 | val_loss: 0.00264094 | Time: 1865.27 ms
[2022-04-04 15:15:38 main:581] : INFO : Epoch 1596 | loss: 0.00251954 | val_loss: 0.00262122 | Time: 1854.61 ms
[2022-04-04 15:15:40 main:581] : INFO : Epoch 1597 | loss: 0.00242034 | val_loss: 0.00247872 | Time: 1850.15 ms
[2022-04-04 15:15:41 main:581] : INFO : Epoch 1598 | loss: 0.00237937 | val_loss: 0.00247762 | Time: 1852.47 ms
[2022-04-04 15:15:43 main:581] : INFO : Epoch 1599 | loss: 0.00237369 | val_loss: 0.00247165 | Time: 1861.45 ms
[2022-04-04 15:15:45 main:581] : INFO : Epoch 1600 | loss: 0.00236638 | val_loss: 0.00277079 | Time: 1862.27 ms
[2022-04-04 15:15:47 main:581] : INFO : Epoch 1601 | loss: 0.00249422 | val_loss: 0.00252447 | Time: 1865.31 ms
[2022-04-04 15:15:49 main:581] : INFO : Epoch 1602 | loss: 0.00250785 | val_loss: 0.00350561 | Time: 2006.82 ms
[2022-04-04 15:15:51 main:581] : INFO : Epoch 1603 | loss: 0.00283401 | val_loss: 0.00273454 | Time: 2027.29 ms
[2022-04-04 15:15:53 main:581] : INFO : Epoch 1604 | loss: 0.00262736 | val_loss: 0.00266788 | Time: 1854.06 ms
[2022-04-04 15:15:55 main:581] : INFO : Epoch 1605 | loss: 0.00247176 | val_loss: 0.00268411 | Time: 1884.67 ms
[2022-04-04 15:15:57 main:581] : INFO : Epoch 1606 | loss: 0.00243747 | val_loss: 0.00246694 | Time: 1854.08 ms
[2022-04-04 15:15:58 main:581] : INFO : Epoch 1607 | loss: 0.00236982 | val_loss: 0.00249342 | Time: 1844.79 ms
[2022-04-04 15:16:00 main:581] : INFO : Epoch 1608 | loss: 0.00239292 | val_loss: 0.00249676 | Time: 1897.54 ms
[2022-04-04 15:16:02 main:581] : INFO : Epoch 1609 | loss: 0.00238631 | val_loss: 0.00241309 | Time: 1854.38 ms
[2022-04-04 15:16:04 main:581] : INFO : Epoch 1610 | loss: 0.00232673 | val_loss: 0.00248671 | Time: 1844.59 ms
[2022-04-04 15:16:06 main:581] : INFO : Epoch 1611 | loss: 0.00250108 | val_loss: 0.00305762 | Time: 1841.39 ms
[2022-04-04 15:16:08 main:581] : INFO : Epoch 1612 | loss: 0.00260502 | val_loss: 0.00259493 | Time: 1855.28 ms
[2022-04-04 15:16:10 main:581] : INFO : Epoch 1613 | loss: 0.00273818 | val_loss: 0.00293247 | Time: 1859.18 ms
[2022-04-04 15:16:11 main:581] : INFO : Epoch 1614 | loss: 0.00257037 | val_loss: 0.00248486 | Time: 1857.35 ms
[2022-04-04 15:16:13 main:581] : INFO : Epoch 1615 | loss: 0.00248089 | val_loss: 0.00248102 | Time: 1848.34 ms
[2022-04-04 15:16:15 main:581] : INFO : Epoch 1616 | loss: 0.00244977 | val_loss: 0.00253879 | Time: 1856.87 ms
[2022-04-04 15:16:17 main:581] : INFO : Epoch 1617 | loss: 0.00468577 | val_loss: 0.00378723 | Time: 1853.27 ms
[2022-04-04 15:16:19 main:581] : INFO : Epoch 1618 | loss: 0.00301176 | val_loss: 0.00274485 | Time: 1850.66 ms
[2022-04-04 15:16:21 main:581] : INFO : Epoch 1619 | loss: 0.0025297 | val_loss: 0.0025903 | Time: 1855.26 ms
[2022-04-04 15:16:23 main:581] : INFO : Epoch 1620 | loss: 0.00241062 | val_loss: 0.0024597 | Time: 1861.56 ms
[2022-04-04 15:16:24 main:581] : INFO : Epoch 1621 | loss: 0.0023313 | val_loss: 0.002407 | Time: 1851.73 ms
[2022-04-04 15:16:26 main:581] : INFO : Epoch 1622 | loss: 0.00229989 | val_loss: 0.00250721 | Time: 1859.8 ms
[2022-04-04 15:16:28 main:581] : INFO : Epoch 1623 | loss: 0.00229509 | val_loss: 0.00237094 | Time: 1854.29 ms
[2022-04-04 15:16:30 main:581] : INFO : Epoch 1624 | loss: 0.00249673 | val_loss: 0.00250513 | Time: 1847.14 ms
[2022-04-04 15:16:32 main:581] : INFO : Epoch 1625 | loss: 0.00242947 | val_loss: 0.00248051 | Time: 1847.98 ms
[2022-04-04 15:16:34 main:581] : INFO : Epoch 1626 | loss: 0.00234574 | val_loss: 0.00255966 | Time: 1855.02 ms
[2022-04-04 15:16:36 main:581] : INFO : Epoch 1627 | loss: 0.00242018 | val_loss: 0.00250568 | Time: 1853.59 ms
[2022-04-04 15:16:37 main:581] : INFO : Epoch 1628 | loss: 0.00241069 | val_loss: 0.00246734 | Time: 1853.94 ms
[2022-04-04 15:16:39 main:581] : INFO : Epoch 1629 | loss: 0.00260326 | val_loss: 0.00298817 | Time: 1978.54 ms
[2022-04-04 15:16:42 main:581] : INFO : Epoch 1630 | loss: 0.00252895 | val_loss: 0.00318781 | Time: 2151.1 ms
[2022-04-04 15:16:43 main:581] : INFO : Epoch 1631 | loss: 0.00261387 | val_loss: 0.00244617 | Time: 1945.87 ms
[2022-04-04 15:16:45 main:581] : INFO : Epoch 1632 | loss: 0.0023952 | val_loss: 0.00238167 | Time: 1943.81 ms
[2022-04-04 15:16:47 main:581] : INFO : Epoch 1633 | loss: 0.00236197 | val_loss: 0.00257786 | Time: 1855.06 ms
[2022-04-04 15:16:49 main:581] : INFO : Epoch 1634 | loss: 0.00231523 | val_loss: 0.00239505 | Time: 1843.53 ms
[2022-04-04 15:16:51 main:581] : INFO : Epoch 1635 | loss: 0.0022891 | val_loss: 0.00253403 | Time: 1856.87 ms
[2022-04-04 15:16:53 main:581] : INFO : Epoch 1636 | loss: 0.00226312 | val_loss: 0.00237859 | Time: 1858.49 ms
[2022-04-04 15:16:55 main:581] : INFO : Epoch 1637 | loss: 0.00229399 | val_loss: 0.00241698 | Time: 1890.84 ms
[2022-04-04 15:16:57 main:581] : INFO : Epoch 1638 | loss: 0.00252507 | val_loss: 0.00350716 | Time: 1892.89 ms
[2022-04-04 15:16:58 main:581] : INFO : Epoch 1639 | loss: 0.00268709 | val_loss: 0.00242439 | Time: 1841.98 ms
[2022-04-04 15:17:00 main:581] : INFO : Epoch 1640 | loss: 0.00226706 | val_loss: 0.00231297 | Time: 1858.4 ms
[2022-04-04 15:17:02 main:581] : INFO : Epoch 1641 | loss: 0.00223052 | val_loss: 0.00233376 | Time: 1849.92 ms
[2022-04-04 15:17:04 main:581] : INFO : Epoch 1642 | loss: 0.00222952 | val_loss: 0.00231492 | Time: 1893.58 ms
[2022-04-04 15:17:06 main:581] : INFO : Epoch 1643 | loss: 0.00222065 | val_loss: 0.00234212 | Time: 1916.35 ms
[2022-04-04 15:17:08 main:581] : INFO : Epoch 1644 | loss: 0.0022504 | val_loss: 0.00231506 | Time: 1868.42 ms
[2022-04-04 15:17:10 main:581] : INFO : Epoch 1645 | loss: 0.00546599 | val_loss: 0.00500122 | Time: 1877.45 ms
[2022-04-04 15:17:12 main:581] : INFO : Epoch 1646 | loss: 0.00395947 | val_loss: 0.00311608 | Time: 1868.04 ms
[2022-04-04 15:17:13 main:581] : INFO : Epoch 1647 | loss: 0.00274084 | val_loss: 0.00252939 | Time: 1886.68 ms
[2022-04-04 15:17:15 main:581] : INFO : Epoch 1648 | loss: 0.00248734 | val_loss: 0.00240232 | Time: 1837.69 ms
[2022-04-04 15:17:17 main:581] : INFO : Epoch 1649 | loss: 0.0023493 | val_loss: 0.00235751 | Time: 1900.96 ms
[2022-04-04 15:17:19 main:581] : INFO : Epoch 1650 | loss: 0.00225408 | val_loss: 0.00235507 | Time: 1865.55 ms
[2022-04-04 15:17:21 main:581] : INFO : Epoch 1651 | loss: 0.0022648 | val_loss: 0.00231471 | Time: 1984.23 ms
[2022-04-04 15:17:23 main:581] : INFO : Epoch 1652 | loss: 0.00226433 | val_loss: 0.0023512 | Time: 2035.52 ms
[2022-04-04 15:17:25 main:581] : INFO : Epoch 1653 | loss: 0.00229619 | val_loss: 0.00230012 | Time: 1984.29 ms
[2022-04-04 15:17:27 main:581] : INFO : Epoch 1654 | loss: 0.00225912 | val_loss: 0.00228557 | Time: 2025.26 ms
[2022-04-04 15:17:29 main:581] : INFO : Epoch 1655 | loss: 0.00230037 | val_loss: 0.00255166 | Time: 1967.65 ms
[2022-04-04 15:17:31 main:581] : INFO : Epoch 1656 | loss: 0.00285646 | val_loss: 0.00267149 | Time: 1835.13 ms
[2022-04-04 15:17:33 main:581] : INFO : Epoch 1657 | loss: 0.00241517 | val_loss: 0.00243863 | Time: 1848.15 ms
[2022-04-04 15:17:35 main:581] : INFO : Epoch 1658 | loss: 0.0022635 | val_loss: 0.00257798 | Time: 1828.36 ms
[2022-04-04 15:17:36 main:581] : INFO : Epoch 1659 | loss: 0.00232614 | val_loss: 0.00229711 | Time: 1853.64 ms
[2022-04-04 15:17:38 main:581] : INFO : Epoch 1660 | loss: 0.0022663 | val_loss: 0.00228477 | Time: 1842.31 ms
[2022-04-04 15:17:40 main:581] : INFO : Epoch 1661 | loss: 0.0022965 | val_loss: 0.00231014 | Time: 1865.15 ms
[2022-04-04 15:17:42 main:581] : INFO : Epoch 1662 | loss: 0.00229719 | val_loss: 0.00235981 | Time: 1872.63 ms
[2022-04-04 15:17:44 main:581] : INFO : Epoch 1663 | loss: 0.00371749 | val_loss: 0.00308718 | Time: 1859.91 ms
[2022-04-04 15:17:46 main:581] : INFO : Epoch 1664 | loss: 0.00270841 | val_loss: 0.00250561 | Time: 1860.82 ms
[2022-04-04 15:17:48 main:581] : INFO : Epoch 1665 | loss: 0.00233919 | val_loss: 0.00232667 | Time: 1873.06 ms
[2022-04-04 15:17:49 main:581] : INFO : Epoch 1666 | loss: 0.00226696 | val_loss: 0.00230181 | Time: 1856.02 ms
[2022-04-04 15:17:51 main:581] : INFO : Epoch 1667 | loss: 0.00222143 | val_loss: 0.00228073 | Time: 1845.86 ms
[2022-04-04 15:17:53 main:581] : INFO : Epoch 1668 | loss: 0.00239258 | val_loss: 0.00263242 | Time: 1845.77 ms
[2022-04-04 15:17:55 main:581] : INFO : Epoch 1669 | loss: 0.00247456 | val_loss: 0.00264602 | Time: 1859 ms
[2022-04-04 15:17:57 main:581] : INFO : Epoch 1670 | loss: 0.00234017 | val_loss: 0.00232402 | Time: 1849.9 ms
[2022-04-04 15:17:59 main:581] : INFO : Epoch 1671 | loss: 0.00221794 | val_loss: 0.00227541 | Time: 1853.92 ms
[2022-04-04 15:18:01 main:581] : INFO : Epoch 1672 | loss: 0.00256171 | val_loss: 0.00267503 | Time: 1849.15 ms
[2022-04-04 15:18:02 main:581] : INFO : Epoch 1673 | loss: 0.00238421 | val_loss: 0.002289 | Time: 1858.29 ms
[2022-04-04 15:18:04 main:581] : INFO : Epoch 1674 | loss: 0.00284079 | val_loss: 0.00760091 | Time: 1851.95 ms
[2022-04-04 15:18:06 main:581] : INFO : Epoch 1675 | loss: 0.0054224 | val_loss: 0.00413641 | Time: 1851.46 ms
[2022-04-04 15:18:08 main:581] : INFO : Epoch 1676 | loss: 0.00340656 | val_loss: 0.00306351 | Time: 1845.67 ms
[2022-04-04 15:18:10 main:581] : INFO : Epoch 1677 | loss: 0.00284895 | val_loss: 0.00279423 | Time: 1834.97 ms
[2022-04-04 15:18:12 main:581] : INFO : Epoch 1678 | loss: 0.00257294 | val_loss: 0.00258389 | Time: 1837.01 ms
[2022-04-04 15:18:14 main:581] : INFO : Epoch 1679 | loss: 0.00274312 | val_loss: 0.00265416 | Time: 1835.42 ms
[2022-04-04 15:18:15 main:581] : INFO : Epoch 1680 | loss: 0.00256228 | val_loss: 0.00333004 | Time: 1838.16 ms
[2022-04-04 15:18:17 main:581] : INFO : Epoch 1681 | loss: 0.00288031 | val_loss: 0.00268146 | Time: 1837.5 ms
[2022-04-04 15:18:19 main:581] : INFO : Epoch 1682 | loss: 0.00247673 | val_loss: 0.00245581 | Time: 1838.26 ms
[2022-04-04 15:18:21 main:581] : INFO : Epoch 1683 | loss: 0.00235478 | val_loss: 0.00239711 | Time: 1841.16 ms
[2022-04-04 15:18:23 main:581] : INFO : Epoch 1684 | loss: 0.00230801 | val_loss: 0.00236299 | Time: 1853.62 ms
[2022-04-04 15:18:25 main:581] : INFO : Epoch 1685 | loss: 0.00228339 | val_loss: 0.00235067 | Time: 1937.57 ms
[2022-04-04 15:18:27 main:581] : INFO : Epoch 1686 | loss: 0.00223705 | val_loss: 0.0022635 | Time: 1895.24 ms
[2022-04-04 15:18:28 main:581] : INFO : Epoch 1687 | loss: 0.0022179 | val_loss: 0.00227094 | Time: 1837.8 ms
[2022-04-04 15:18:30 main:581] : INFO : Epoch 1688 | loss: 0.00219467 | val_loss: 0.00226935 | Time: 1841.8 ms
[2022-04-04 15:18:32 main:581] : INFO : Epoch 1689 | loss: 0.00219583 | val_loss: 0.00226386 | Time: 1857.05 ms
[2022-04-04 15:18:34 main:581] : INFO : Epoch 1690 | loss: 0.00217568 | val_loss: 0.00223247 | Time: 1877.99 ms
[2022-04-04 15:18:36 main:581] : INFO : Epoch 1691 | loss: 0.002155 | val_loss: 0.00225858 | Time: 1860.42 ms
[2022-04-04 15:18:38 main:581] : INFO : Epoch 1692 | loss: 0.00213383 | val_loss: 0.00220074 | Time: 1857.1 ms
[2022-04-04 15:18:40 main:581] : INFO : Epoch 1693 | loss: 0.00213036 | val_loss: 0.00219317 | Time: 1852.4 ms
[2022-04-04 15:18:41 main:581] : INFO : Epoch 1694 | loss: 0.00213347 | val_loss: 0.00220705 | Time: 1839.24 ms
[2022-04-04 15:18:43 main:581] : INFO : Epoch 1695 | loss: 0.00211896 | val_loss: 0.00223031 | Time: 2003.45 ms
[2022-04-04 15:18:46 main:581] : INFO : Epoch 1696 | loss: 0.00217584 | val_loss: 0.00218932 | Time: 2156.77 ms
[2022-04-04 15:18:48 main:581] : INFO : Epoch 1697 | loss: 0.00214063 | val_loss: 0.0022401 | Time: 2060.31 ms
[2022-04-04 15:18:49 main:581] : INFO : Epoch 1698 | loss: 0.00218767 | val_loss: 0.00218522 | Time: 1867.5 ms
[2022-04-04 15:18:51 main:581] : INFO : Epoch 1699 | loss: 0.00250312 | val_loss: 0.0026692 | Time: 1845.87 ms
[2022-04-04 15:18:53 main:581] : INFO : Epoch 1700 | loss: 0.00231489 | val_loss: 0.00223979 | Time: 1857.62 ms
[2022-04-04 15:18:55 main:581] : INFO : Epoch 1701 | loss: 0.00225143 | val_loss: 0.002281 | Time: 1876.15 ms
[2022-04-04 15:18:57 main:581] : INFO : Epoch 1702 | loss: 0.00242681 | val_loss: 0.00339879 | Time: 2140.1 ms
[2022-04-04 15:18:59 main:581] : INFO : Epoch 1703 | loss: 0.00269854 | val_loss: 0.00233631 | Time: 1845.44 ms
[2022-04-04 15:19:01 main:581] : INFO : Epoch 1704 | loss: 0.00228386 | val_loss: 0.00225872 | Time: 1864.52 ms
[2022-04-04 15:19:03 main:581] : INFO : Epoch 1705 | loss: 0.00213445 | val_loss: 0.00221389 | Time: 1842.07 ms
[2022-04-04 15:19:05 main:581] : INFO : Epoch 1706 | loss: 0.00218026 | val_loss: 0.00217246 | Time: 1941.59 ms
[2022-04-04 15:19:07 main:581] : INFO : Epoch 1707 | loss: 0.00212167 | val_loss: 0.00254601 | Time: 2090.6 ms
[2022-04-04 15:19:09 main:581] : INFO : Epoch 1708 | loss: 0.00221534 | val_loss: 0.00218237 | Time: 1948.71 ms
[2022-04-04 15:19:11 main:581] : INFO : Epoch 1709 | loss: 0.00210078 | val_loss: 0.00223213 | Time: 1857.81 ms
[2022-04-04 15:19:12 main:581] : INFO : Epoch 1710 | loss: 0.00210531 | val_loss: 0.00215054 | Time: 1846.22 ms
[2022-04-04 15:19:14 main:581] : INFO : Epoch 1711 | loss: 0.00203974 | val_loss: 0.00208117 | Time: 1863.11 ms
[2022-04-04 15:19:16 main:581] : INFO : Epoch 1712 | loss: 0.00207269 | val_loss: 0.00218881 | Time: 1858.62 ms
[2022-04-04 15:19:18 main:581] : INFO : Epoch 1713 | loss: 0.0021597 | val_loss: 0.00215424 | Time: 1857.16 ms
[2022-04-04 15:19:20 main:581] : INFO : Epoch 1714 | loss: 0.00212179 | val_loss: 0.00219506 | Time: 1845.06 ms
[2022-04-04 15:19:22 main:581] : INFO : Epoch 1715 | loss: 0.00213956 | val_loss: 0.00214882 | Time: 1855.65 ms
[2022-04-04 15:19:24 main:581] : INFO : Epoch 1716 | loss: 0.00213416 | val_loss: 0.00211376 | Time: 1846.36 ms
[2022-04-04 15:19:25 main:581] : INFO : Epoch 1717 | loss: 0.00208945 | val_loss: 0.00248317 | Time: 1848.89 ms
[2022-04-04 15:19:27 main:581] : INFO : Epoch 1718 | loss: 0.00224012 | val_loss: 0.0022871 | Time: 1861.17 ms
[2022-04-04 15:19:29 main:581] : INFO : Epoch 1719 | loss: 0.00210632 | val_loss: 0.00233097 | Time: 1924.18 ms
[2022-04-04 15:19:31 main:581] : INFO : Epoch 1720 | loss: 0.00218787 | val_loss: 0.00219425 | Time: 1846.2 ms
[2022-04-04 15:19:33 main:581] : INFO : Epoch 1721 | loss: 0.00245414 | val_loss: 0.00260076 | Time: 1846.43 ms
[2022-04-04 15:19:35 main:581] : INFO : Epoch 1722 | loss: 0.00243226 | val_loss: 0.0025421 | Time: 1919.13 ms
[2022-04-04 15:19:37 main:581] : INFO : Epoch 1723 | loss: 0.00240061 | val_loss: 0.00227911 | Time: 1940.67 ms
[2022-04-04 15:19:39 main:581] : INFO : Epoch 1724 | loss: 0.00231236 | val_loss: 0.00243679 | Time: 1873.76 ms
[2022-04-04 15:19:40 main:581] : INFO : Epoch 1725 | loss: 0.00246484 | val_loss: 0.00277821 | Time: 1866.99 ms
[2022-04-04 15:19:42 main:581] : INFO : Epoch 1726 | loss: 0.00235374 | val_loss: 0.00223128 | Time: 1930.94 ms
[2022-04-04 15:19:44 main:581] : INFO : Epoch 1727 | loss: 0.00218863 | val_loss: 0.00224306 | Time: 2059.35 ms
[2022-04-04 15:19:46 main:581] : INFO : Epoch 1728 | loss: 0.00228567 | val_loss: 0.00231379 | Time: 2022.42 ms
[2022-04-04 15:19:49 main:581] : INFO : Epoch 1729 | loss: 0.00296206 | val_loss: 0.00442112 | Time: 2085.12 ms
[2022-04-04 15:19:51 main:581] : INFO : Epoch 1730 | loss: 0.00349343 | val_loss: 0.00283193 | Time: 2075.24 ms
[2022-04-04 15:19:53 main:581] : INFO : Epoch 1731 | loss: 0.00277737 | val_loss: 0.00273722 | Time: 2006.08 ms
[2022-04-04 15:19:55 main:581] : INFO : Epoch 1732 | loss: 0.00233629 | val_loss: 0.00220731 | Time: 1867.05 ms
[2022-04-04 15:19:56 main:581] : INFO : Epoch 1733 | loss: 0.00234911 | val_loss: 0.0039078 | Time: 1853.6 ms
[2022-04-04 15:19:58 main:581] : INFO : Epoch 1734 | loss: 0.00283179 | val_loss: 0.00254069 | Time: 1837.14 ms
[2022-04-04 15:20:00 main:581] : INFO : Epoch 1735 | loss: 0.0023837 | val_loss: 0.00228463 | Time: 1899.64 ms
[2022-04-04 15:20:02 main:581] : INFO : Epoch 1736 | loss: 0.00213882 | val_loss: 0.00224263 | Time: 1916.41 ms
[2022-04-04 15:20:04 main:581] : INFO : Epoch 1737 | loss: 0.00206994 | val_loss: 0.00236421 | Time: 1918.28 ms
[2022-04-04 15:20:06 main:581] : INFO : Epoch 1738 | loss: 0.00222969 | val_loss: 0.00238345 | Time: 1943.91 ms
[2022-04-04 15:20:08 main:581] : INFO : Epoch 1739 | loss: 0.00209942 | val_loss: 0.00225314 | Time: 1929.6 ms
[2022-04-04 15:20:10 main:581] : INFO : Epoch 1740 | loss: 0.00213765 | val_loss: 0.00218569 | Time: 1935.53 ms
[2022-04-04 15:20:12 main:581] : INFO : Epoch 1741 | loss: 0.00211409 | val_loss: 0.00216586 | Time: 1925.5 ms
[2022-04-04 15:20:14 main:581] : INFO : Epoch 1742 | loss: 0.00202288 | val_loss: 0.00278157 | Time: 1910.29 ms
[2022-04-04 15:20:15 main:581] : INFO : Epoch 1743 | loss: 0.00251666 | val_loss: 0.00297691 | Time: 1841.87 ms
[2022-04-04 15:20:17 main:581] : INFO : Epoch 1744 | loss: 0.00241571 | val_loss: 0.00227939 | Time: 1850.39 ms
[2022-04-04 15:20:19 main:581] : INFO : Epoch 1745 | loss: 0.00221974 | val_loss: 0.00253666 | Time: 1836.9 ms
[2022-04-04 15:20:21 main:581] : INFO : Epoch 1746 | loss: 0.00231062 | val_loss: 0.00223781 | Time: 1848.92 ms
[2022-04-04 15:20:23 main:581] : INFO : Epoch 1747 | loss: 0.00204929 | val_loss: 0.00208692 | Time: 1857.26 ms
[2022-04-04 15:20:25 main:581] : INFO : Epoch 1748 | loss: 0.00202876 | val_loss: 0.00204541 | Time: 1847.05 ms
[2022-04-04 15:20:27 main:581] : INFO : Epoch 1749 | loss: 0.00201101 | val_loss: 0.00208959 | Time: 1839.31 ms
[2022-04-04 15:20:28 main:581] : INFO : Epoch 1750 | loss: 0.00221077 | val_loss: 0.00217667 | Time: 1838.04 ms
[2022-04-04 15:20:30 main:581] : INFO : Epoch 1751 | loss: 0.0020741 | val_loss: 0.0020775 | Time: 1899.02 ms
[2022-04-04 15:20:32 main:581] : INFO : Epoch 1752 | loss: 0.00200799 | val_loss: 0.00201798 | Time: 1893.06 ms
[2022-04-04 15:20:34 main:581] : INFO : Epoch 1753 | loss: 0.00198759 | val_loss: 0.002036 | Time: 1878.7 ms
[2022-04-04 15:20:36 main:581] : INFO : Epoch 1754 | loss: 0.00201578 | val_loss: 0.00202631 | Time: 1844.76 ms
[2022-04-04 15:20:38 main:581] : INFO : Epoch 1755 | loss: 0.00205488 | val_loss: 0.00208343 | Time: 1840.42 ms
[2022-04-04 15:20:40 main:581] : INFO : Epoch 1756 | loss: 0.00195013 | val_loss: 0.00200697 | Time: 1867.37 ms
[2022-04-04 15:20:41 main:581] : INFO : Epoch 1757 | loss: 0.0019707 | val_loss: 0.00210413 | Time: 1817.03 ms
[2022-04-04 15:20:43 main:581] : INFO : Epoch 1758 | loss: 0.00211508 | val_loss: 0.00229928 | Time: 1859.18 ms
[2022-04-04 15:20:45 main:581] : INFO : Epoch 1759 | loss: 0.00213068 | val_loss: 0.00227443 | Time: 1865.64 ms
[2022-04-04 15:20:47 main:581] : INFO : Epoch 1760 | loss: 0.00202965 | val_loss: 0.00214078 | Time: 1846.23 ms
[2022-04-04 15:20:49 main:581] : INFO : Epoch 1761 | loss: 0.00212127 | val_loss: 0.00207215 | Time: 1827.14 ms
[2022-04-04 15:20:51 main:581] : INFO : Epoch 1762 | loss: 0.00200699 | val_loss: 0.0020821 | Time: 1850.55 ms
[2022-04-04 15:20:53 main:581] : INFO : Epoch 1763 | loss: 0.00201099 | val_loss: 0.00210004 | Time: 1865.1 ms
[2022-04-04 15:20:54 main:581] : INFO : Epoch 1764 | loss: 0.00269179 | val_loss: 0.00252252 | Time: 1845.11 ms
[2022-04-04 15:20:56 main:581] : INFO : Epoch 1765 | loss: 0.00233992 | val_loss: 0.00218725 | Time: 1834.2 ms
[2022-04-04 15:20:58 main:581] : INFO : Epoch 1766 | loss: 0.00219251 | val_loss: 0.00238808 | Time: 1846.26 ms
[2022-04-04 15:21:00 main:581] : INFO : Epoch 1767 | loss: 0.00263815 | val_loss: 0.00262507 | Time: 1873.44 ms
[2022-04-04 15:21:02 main:581] : INFO : Epoch 1768 | loss: 0.00243295 | val_loss: 0.00241516 | Time: 1861.64 ms
[2022-04-04 15:21:04 main:581] : INFO : Epoch 1769 | loss: 0.00222417 | val_loss: 0.00226742 | Time: 1890.02 ms
[2022-04-04 15:21:06 main:581] : INFO : Epoch 1770 | loss: 0.00211971 | val_loss: 0.00209187 | Time: 1863.23 ms
[2022-04-04 15:21:07 main:581] : INFO : Epoch 1771 | loss: 0.00200469 | val_loss: 0.00206655 | Time: 1849.33 ms
[2022-04-04 15:21:09 main:581] : INFO : Epoch 1772 | loss: 0.00214933 | val_loss: 0.00238548 | Time: 1834.93 ms
[2022-04-04 15:21:11 main:581] : INFO : Epoch 1773 | loss: 0.00224463 | val_loss: 0.00223083 | Time: 1852.9 ms
[2022-04-04 15:21:13 main:581] : INFO : Epoch 1774 | loss: 0.00202328 | val_loss: 0.00200318 | Time: 1850.62 ms
[2022-04-04 15:21:15 main:581] : INFO : Epoch 1775 | loss: 0.00199445 | val_loss: 0.00228568 | Time: 1880.91 ms
[2022-04-04 15:21:17 main:581] : INFO : Epoch 1776 | loss: 0.00204066 | val_loss: 0.00199151 | Time: 1881.3 ms
[2022-04-04 15:21:19 main:581] : INFO : Epoch 1777 | loss: 0.00216836 | val_loss: 0.00226419 | Time: 1837.34 ms
[2022-04-04 15:21:20 main:581] : INFO : Epoch 1778 | loss: 0.00203317 | val_loss: 0.00199965 | Time: 1860.91 ms
[2022-04-04 15:21:22 main:581] : INFO : Epoch 1779 | loss: 0.00190308 | val_loss: 0.00207385 | Time: 1855.79 ms
[2022-04-04 15:21:24 main:581] : INFO : Epoch 1780 | loss: 0.0019585 | val_loss: 0.00230493 | Time: 1859.07 ms
[2022-04-04 15:21:26 main:581] : INFO : Epoch 1781 | loss: 0.002343 | val_loss: 0.00249868 | Time: 1934.7 ms
[2022-04-04 15:21:28 main:581] : INFO : Epoch 1782 | loss: 0.00213104 | val_loss: 0.0020602 | Time: 1868.39 ms
[2022-04-04 15:21:30 main:581] : INFO : Epoch 1783 | loss: 0.00208045 | val_loss: 0.00235667 | Time: 1855.62 ms
[2022-04-04 15:21:32 main:581] : INFO : Epoch 1784 | loss: 0.00211521 | val_loss: 0.00214029 | Time: 1862.08 ms
[2022-04-04 15:21:33 main:581] : INFO : Epoch 1785 | loss: 0.00525965 | val_loss: 0.0150366 | Time: 1842.01 ms
[2022-04-04 15:21:35 main:581] : INFO : Epoch 1786 | loss: 0.00946065 | val_loss: 0.00372178 | Time: 1840.36 ms
[2022-04-04 15:21:37 main:581] : INFO : Epoch 1787 | loss: 0.00317295 | val_loss: 0.00270038 | Time: 1843.93 ms
[2022-04-04 15:21:39 main:581] : INFO : Epoch 1788 | loss: 0.00304702 | val_loss: 0.00318512 | Time: 1840.16 ms
[2022-04-04 15:21:41 main:581] : INFO : Epoch 1789 | loss: 0.00265846 | val_loss: 0.0025237 | Time: 1881.39 ms
[2022-04-04 15:21:43 main:581] : INFO : Epoch 1790 | loss: 0.00277249 | val_loss: 0.00294465 | Time: 1871.82 ms
[2022-04-04 15:21:45 main:581] : INFO : Epoch 1791 | loss: 0.00253467 | val_loss: 0.00234493 | Time: 1927.96 ms
[2022-04-04 15:21:47 main:581] : INFO : Epoch 1792 | loss: 0.00222646 | val_loss: 0.0023233 | Time: 1820.95 ms
[2022-04-04 15:21:48 main:581] : INFO : Epoch 1793 | loss: 0.00221844 | val_loss: 0.00243909 | Time: 1833.35 ms
[2022-04-04 15:21:50 main:581] : INFO : Epoch 1794 | loss: 0.00219256 | val_loss: 0.00225316 | Time: 1836.82 ms
[2022-04-04 15:21:52 main:581] : INFO : Epoch 1795 | loss: 0.00210207 | val_loss: 0.00212152 | Time: 1869.16 ms
[2022-04-04 15:21:54 main:581] : INFO : Epoch 1796 | loss: 0.00213117 | val_loss: 0.00215842 | Time: 1860.46 ms
[2022-04-04 15:21:56 main:581] : INFO : Epoch 1797 | loss: 0.00228792 | val_loss: 0.00239746 | Time: 1850.99 ms
[2022-04-04 15:21:58 main:581] : INFO : Epoch 1798 | loss: 0.00218467 | val_loss: 0.00220447 | Time: 1928.01 ms
[2022-04-04 15:22:00 main:581] : INFO : Epoch 1799 | loss: 0.00224727 | val_loss: 0.00226261 | Time: 1882.29 ms
[2022-04-04 15:22:01 main:581] : INFO : Epoch 1800 | loss: 0.00213964 | val_loss: 0.00221457 | Time: 1850.07 ms
[2022-04-04 15:22:03 main:581] : INFO : Epoch 1801 | loss: 0.00225218 | val_loss: 0.00224137 | Time: 1853.68 ms
[2022-04-04 15:22:05 main:581] : INFO : Epoch 1802 | loss: 0.0020465 | val_loss: 0.0021296 | Time: 1844.38 ms
[2022-04-04 15:22:07 main:581] : INFO : Epoch 1803 | loss: 0.00206567 | val_loss: 0.0020851 | Time: 1842.23 ms
[2022-04-04 15:22:09 main:581] : INFO : Epoch 1804 | loss: 0.00205577 | val_loss: 0.00238891 | Time: 1849.25 ms
[2022-04-04 15:22:11 main:581] : INFO : Epoch 1805 | loss: 0.00233737 | val_loss: 0.00228425 | Time: 1858.37 ms
[2022-04-04 15:22:13 main:581] : INFO : Epoch 1806 | loss: 0.00209631 | val_loss: 0.0021267 | Time: 1867.59 ms
[2022-04-04 15:22:14 main:581] : INFO : Epoch 1807 | loss: 0.0020215 | val_loss: 0.00205308 | Time: 1929.56 ms
[2022-04-04 15:22:16 main:581] : INFO : Epoch 1808 | loss: 0.00199633 | val_loss: 0.00213513 | Time: 1857.59 ms
[2022-04-04 15:22:18 main:581] : INFO : Epoch 1809 | loss: 0.00213838 | val_loss: 0.00209603 | Time: 1928.24 ms
[2022-04-04 15:22:20 main:581] : INFO : Epoch 1810 | loss: 0.00197733 | val_loss: 0.00205996 | Time: 1957.79 ms
[2022-04-04 15:22:22 main:581] : INFO : Epoch 1811 | loss: 0.00195541 | val_loss: 0.00204612 | Time: 1926.76 ms
[2022-04-04 15:22:24 main:581] : INFO : Epoch 1812 | loss: 0.00219374 | val_loss: 0.00223925 | Time: 1952.47 ms
[2022-04-04 15:22:26 main:581] : INFO : Epoch 1813 | loss: 0.00230465 | val_loss: 0.0025212 | Time: 1938.65 ms
[2022-04-04 15:22:28 main:581] : INFO : Epoch 1814 | loss: 0.00223854 | val_loss: 0.0022499 | Time: 1864.2 ms
[2022-04-04 15:22:30 main:581] : INFO : Epoch 1815 | loss: 0.00204989 | val_loss: 0.0020463 | Time: 1954.76 ms
[2022-04-04 15:22:32 main:581] : INFO : Epoch 1816 | loss: 0.00201933 | val_loss: 0.00205005 | Time: 1872.52 ms
[2022-04-04 15:22:34 main:581] : INFO : Epoch 1817 | loss: 0.00198297 | val_loss: 0.00227782 | Time: 1892.79 ms
[2022-04-04 15:22:35 main:581] : INFO : Epoch 1818 | loss: 0.00232286 | val_loss: 0.00286037 | Time: 1857.03 ms
[2022-04-04 15:22:37 main:581] : INFO : Epoch 1819 | loss: 0.00235599 | val_loss: 0.00210804 | Time: 1849.81 ms
[2022-04-04 15:22:39 main:581] : INFO : Epoch 1820 | loss: 0.00203382 | val_loss: 0.0022158 | Time: 1855.71 ms
[2022-04-04 15:22:41 main:581] : INFO : Epoch 1821 | loss: 0.00204379 | val_loss: 0.0020298 | Time: 2094.82 ms
[2022-04-04 15:22:43 main:581] : INFO : Epoch 1822 | loss: 0.00207657 | val_loss: 0.00210973 | Time: 2112.37 ms
[2022-04-04 15:22:46 main:581] : INFO : Epoch 1823 | loss: 0.00201019 | val_loss: 0.00222917 | Time: 2119.71 ms
[2022-04-04 15:22:48 main:581] : INFO : Epoch 1824 | loss: 0.00198037 | val_loss: 0.00203779 | Time: 2000.92 ms
[2022-04-04 15:22:50 main:581] : INFO : Epoch 1825 | loss: 0.00194451 | val_loss: 0.00217587 | Time: 2041.83 ms
[2022-04-04 15:22:51 main:581] : INFO : Epoch 1826 | loss: 0.00204869 | val_loss: 0.00205396 | Time: 1935.57 ms
[2022-04-04 15:22:53 main:581] : INFO : Epoch 1827 | loss: 0.00200105 | val_loss: 0.00200272 | Time: 1846.34 ms
[2022-04-04 15:22:55 main:581] : INFO : Epoch 1828 | loss: 0.0022608 | val_loss: 0.00212076 | Time: 1840.17 ms
[2022-04-04 15:22:57 main:581] : INFO : Epoch 1829 | loss: 0.00226742 | val_loss: 0.00242938 | Time: 1852.02 ms
[2022-04-04 15:22:59 main:581] : INFO : Epoch 1830 | loss: 0.00211509 | val_loss: 0.00224533 | Time: 1846.93 ms
[2022-04-04 15:23:01 main:581] : INFO : Epoch 1831 | loss: 0.00207159 | val_loss: 0.00226815 | Time: 1838.29 ms
[2022-04-04 15:23:03 main:581] : INFO : Epoch 1832 | loss: 0.00198429 | val_loss: 0.002016 | Time: 1887.37 ms
[2022-04-04 15:23:04 main:581] : INFO : Epoch 1833 | loss: 0.00195735 | val_loss: 0.00194665 | Time: 1872.6 ms
[2022-04-04 15:23:06 main:581] : INFO : Epoch 1834 | loss: 0.00244027 | val_loss: 0.0038944 | Time: 1846.18 ms
[2022-04-04 15:23:08 main:581] : INFO : Epoch 1835 | loss: 0.00297421 | val_loss: 0.00264954 | Time: 1834.18 ms
[2022-04-04 15:23:10 main:581] : INFO : Epoch 1836 | loss: 0.00219925 | val_loss: 0.00210169 | Time: 1848.6 ms
[2022-04-04 15:23:12 main:581] : INFO : Epoch 1837 | loss: 0.00208903 | val_loss: 0.00205979 | Time: 1845.69 ms
[2022-04-04 15:23:14 main:581] : INFO : Epoch 1838 | loss: 0.00204069 | val_loss: 0.00266448 | Time: 1915.93 ms
[2022-04-04 15:23:16 main:581] : INFO : Epoch 1839 | loss: 0.00218685 | val_loss: 0.00229297 | Time: 1847.93 ms
[2022-04-04 15:23:17 main:581] : INFO : Epoch 1840 | loss: 0.00205512 | val_loss: 0.00209822 | Time: 1848.19 ms
[2022-04-04 15:23:19 main:581] : INFO : Epoch 1841 | loss: 0.00195672 | val_loss: 0.00201616 | Time: 1845.26 ms
[2022-04-04 15:23:21 main:581] : INFO : Epoch 1842 | loss: 0.00202723 | val_loss: 0.00209806 | Time: 1840.99 ms
[2022-04-04 15:23:23 main:581] : INFO : Epoch 1843 | loss: 0.0021638 | val_loss: 0.00218256 | Time: 1847.74 ms
[2022-04-04 15:23:25 main:581] : INFO : Epoch 1844 | loss: 0.00194014 | val_loss: 0.00198973 | Time: 1847.2 ms
[2022-04-04 15:23:27 main:581] : INFO : Epoch 1845 | loss: 0.00192302 | val_loss: 0.00222539 | Time: 1941.26 ms
[2022-04-04 15:23:29 main:581] : INFO : Epoch 1846 | loss: 0.00190561 | val_loss: 0.0018987 | Time: 1845.48 ms
[2022-04-04 15:23:30 main:581] : INFO : Epoch 1847 | loss: 0.00188437 | val_loss: 0.00195935 | Time: 1846.72 ms
[2022-04-04 15:23:32 main:581] : INFO : Epoch 1848 | loss: 0.00193083 | val_loss: 0.00197359 | Time: 1863.83 ms
[2022-04-04 15:23:34 main:581] : INFO : Epoch 1849 | loss: 0.00187878 | val_loss: 0.0018735 | Time: 1930.5 ms
[2022-04-04 15:23:36 main:581] : INFO : Epoch 1850 | loss: 0.00190136 | val_loss: 0.00190976 | Time: 1922.02 ms
[2022-04-04 15:23:38 main:581] : INFO : Epoch 1851 | loss: 0.00191019 | val_loss: 0.00218707 | Time: 1856.73 ms
[2022-04-04 15:23:40 main:581] : INFO : Epoch 1852 | loss: 0.00188898 | val_loss: 0.00185018 | Time: 1854.67 ms
[2022-04-04 15:23:42 main:581] : INFO : Epoch 1853 | loss: 0.00185299 | val_loss: 0.00210036 | Time: 1860.56 ms
[2022-04-04 15:23:44 main:581] : INFO : Epoch 1854 | loss: 0.00193753 | val_loss: 0.00191241 | Time: 1867.07 ms
[2022-04-04 15:23:46 main:581] : INFO : Epoch 1855 | loss: 0.00179015 | val_loss: 0.00182467 | Time: 1896.75 ms
[2022-04-04 15:23:47 main:581] : INFO : Epoch 1856 | loss: 0.00180016 | val_loss: 0.00185389 | Time: 1952.7 ms
[2022-04-04 15:23:49 main:581] : INFO : Epoch 1857 | loss: 0.00183307 | val_loss: 0.0020464 | Time: 1860.84 ms
[2022-04-04 15:23:51 main:581] : INFO : Epoch 1858 | loss: 0.00187793 | val_loss: 0.00189877 | Time: 1868.14 ms
[2022-04-04 15:23:53 main:581] : INFO : Epoch 1859 | loss: 0.00190311 | val_loss: 0.00212277 | Time: 1847.66 ms
[2022-04-04 15:23:55 main:581] : INFO : Epoch 1860 | loss: 0.00222648 | val_loss: 0.00264039 | Time: 1823.65 ms
[2022-04-04 15:23:57 main:581] : INFO : Epoch 1861 | loss: 0.00212839 | val_loss: 0.0199106 | Time: 1863.28 ms
[2022-04-04 15:23:59 main:581] : INFO : Epoch 1862 | loss: 0.0174381 | val_loss: 0.0113292 | Time: 1847.42 ms
[2022-04-04 15:24:00 main:581] : INFO : Epoch 1863 | loss: 0.00683937 | val_loss: 0.00463291 | Time: 1881.76 ms
[2022-04-04 15:24:02 main:581] : INFO : Epoch 1864 | loss: 0.00377417 | val_loss: 0.00326577 | Time: 1860.23 ms
[2022-04-04 15:24:04 main:581] : INFO : Epoch 1865 | loss: 0.00297524 | val_loss: 0.00272218 | Time: 1833.77 ms
[2022-04-04 15:24:06 main:581] : INFO : Epoch 1866 | loss: 0.00241956 | val_loss: 0.00230237 | Time: 1858.73 ms
[2022-04-04 15:24:08 main:581] : INFO : Epoch 1867 | loss: 0.00219903 | val_loss: 0.00215726 | Time: 1869.89 ms
[2022-04-04 15:24:10 main:581] : INFO : Epoch 1868 | loss: 0.0020211 | val_loss: 0.00205399 | Time: 1866.57 ms
[2022-04-04 15:24:12 main:581] : INFO : Epoch 1869 | loss: 0.00193427 | val_loss: 0.00197506 | Time: 1870.77 ms
[2022-04-04 15:24:14 main:581] : INFO : Epoch 1870 | loss: 0.0018792 | val_loss: 0.00192751 | Time: 1864.76 ms
[2022-04-04 15:24:15 main:581] : INFO : Epoch 1871 | loss: 0.00190481 | val_loss: 0.00203573 | Time: 1866.82 ms
[2022-04-04 15:24:17 main:581] : INFO : Epoch 1872 | loss: 0.00201332 | val_loss: 0.00224463 | Time: 1855.93 ms
[2022-04-04 15:24:19 main:581] : INFO : Epoch 1873 | loss: 0.00200657 | val_loss: 0.00195624 | Time: 1850.69 ms
[2022-04-04 15:24:21 main:581] : INFO : Epoch 1874 | loss: 0.00189715 | val_loss: 0.00194701 | Time: 1892.67 ms
[2022-04-04 15:24:23 main:581] : INFO : Epoch 1875 | loss: 0.0022042 | val_loss: 0.00206297 | Time: 1840.78 ms
[2022-04-04 15:24:25 main:581] : INFO : Epoch 1876 | loss: 0.002167 | val_loss: 0.00228596 | Time: 1848.47 ms
[2022-04-04 15:24:27 main:581] : INFO : Epoch 1877 | loss: 0.0027974 | val_loss: 0.00306087 | Time: 1862.43 ms
[2022-04-04 15:24:28 main:581] : INFO : Epoch 1878 | loss: 0.00235966 | val_loss: 0.00207259 | Time: 1859.47 ms
[2022-04-04 15:24:30 main:581] : INFO : Epoch 1879 | loss: 0.00200864 | val_loss: 0.002782 | Time: 1867.8 ms
[2022-04-04 15:24:32 main:581] : INFO : Epoch 1880 | loss: 0.00237847 | val_loss: 0.00220232 | Time: 1858.01 ms
[2022-04-04 15:24:34 main:581] : INFO : Epoch 1881 | loss: 0.00222024 | val_loss: 0.00221635 | Time: 1858.37 ms
[2022-04-04 15:24:36 main:581] : INFO : Epoch 1882 | loss: 0.00213507 | val_loss: 0.00237415 | Time: 1861.79 ms
[2022-04-04 15:24:38 main:581] : INFO : Epoch 1883 | loss: 0.00202983 | val_loss: 0.00199487 | Time: 1952.09 ms
[2022-04-04 15:24:40 main:581] : INFO : Epoch 1884 | loss: 0.00189174 | val_loss: 0.00187536 | Time: 1851.58 ms
[2022-04-04 15:24:41 main:581] : INFO : Epoch 1885 | loss: 0.001947 | val_loss: 0.00201651 | Time: 1852.25 ms
[2022-04-04 15:24:43 main:581] : INFO : Epoch 1886 | loss: 0.00186657 | val_loss: 0.00185835 | Time: 1852.18 ms
[2022-04-04 15:24:45 main:581] : INFO : Epoch 1887 | loss: 0.00182393 | val_loss: 0.00186456 | Time: 1849.55 ms
[2022-04-04 15:24:47 main:581] : INFO : Epoch 1888 | loss: 0.00182705 | val_loss: 0.00193261 | Time: 1842.66 ms
[2022-04-04 15:24:49 main:581] : INFO : Epoch 1889 | loss: 0.00188243 | val_loss: 0.00182219 | Time: 1856.72 ms
[2022-04-04 15:24:51 main:581] : INFO : Epoch 1890 | loss: 0.0021655 | val_loss: 0.0024358 | Time: 1851.49 ms
[2022-04-04 15:24:53 main:581] : INFO : Epoch 1891 | loss: 0.00211889 | val_loss: 0.00204155 | Time: 1896.52 ms
[2022-04-04 15:24:55 main:581] : INFO : Epoch 1892 | loss: 0.00210334 | val_loss: 0.00212895 | Time: 1882.88 ms
[2022-04-04 15:24:56 main:581] : INFO : Epoch 1893 | loss: 0.00188891 | val_loss: 0.00195719 | Time: 1831.25 ms
[2022-04-04 15:24:58 main:581] : INFO : Epoch 1894 | loss: 0.00182025 | val_loss: 0.00189149 | Time: 1834.89 ms
[2022-04-04 15:25:00 main:581] : INFO : Epoch 1895 | loss: 0.00332445 | val_loss: 0.00614793 | Time: 1868.19 ms
[2022-04-04 15:25:02 main:581] : INFO : Epoch 1896 | loss: 0.00372915 | val_loss: 0.00305799 | Time: 1865.56 ms
[2022-04-04 15:25:04 main:581] : INFO : Epoch 1897 | loss: 0.00242703 | val_loss: 0.00224501 | Time: 1866.91 ms
[2022-04-04 15:25:06 main:581] : INFO : Epoch 1898 | loss: 0.00203364 | val_loss: 0.00193625 | Time: 1858.16 ms
[2022-04-04 15:25:08 main:581] : INFO : Epoch 1899 | loss: 0.0018665 | val_loss: 0.0019011 | Time: 1968.58 ms
[2022-04-04 15:25:10 main:581] : INFO : Epoch 1900 | loss: 0.00180903 | val_loss: 0.00193145 | Time: 1922.61 ms
[2022-04-04 15:25:11 main:581] : INFO : Epoch 1901 | loss: 0.00225335 | val_loss: 0.00203315 | Time: 1904.85 ms
[2022-04-04 15:25:13 main:581] : INFO : Epoch 1902 | loss: 0.00205121 | val_loss: 0.00189677 | Time: 1862.54 ms
[2022-04-04 15:25:15 main:581] : INFO : Epoch 1903 | loss: 0.00192727 | val_loss: 0.00202412 | Time: 1886.7 ms
[2022-04-04 15:25:17 main:581] : INFO : Epoch 1904 | loss: 0.00198123 | val_loss: 0.00199546 | Time: 1962.75 ms
[2022-04-04 15:25:19 main:581] : INFO : Epoch 1905 | loss: 0.00230291 | val_loss: 0.00271892 | Time: 1934.03 ms
[2022-04-04 15:25:21 main:581] : INFO : Epoch 1906 | loss: 0.00227588 | val_loss: 0.00197236 | Time: 1949.11 ms
[2022-04-04 15:25:23 main:581] : INFO : Epoch 1907 | loss: 0.00191115 | val_loss: 0.00187156 | Time: 1907.67 ms
[2022-04-04 15:25:25 main:581] : INFO : Epoch 1908 | loss: 0.00202659 | val_loss: 0.00293031 | Time: 1860.42 ms
[2022-04-04 15:25:27 main:581] : INFO : Epoch 1909 | loss: 0.00291488 | val_loss: 0.00244959 | Time: 1862.24 ms
[2022-04-04 15:25:29 main:581] : INFO : Epoch 1910 | loss: 0.00208081 | val_loss: 0.00206985 | Time: 1868.95 ms
[2022-04-04 15:25:30 main:581] : INFO : Epoch 1911 | loss: 0.00187653 | val_loss: 0.0019548 | Time: 1944.22 ms
[2022-04-04 15:25:32 main:581] : INFO : Epoch 1912 | loss: 0.00190675 | val_loss: 0.00193306 | Time: 1876.54 ms
[2022-04-04 15:25:34 main:581] : INFO : Epoch 1913 | loss: 0.0018206 | val_loss: 0.0018807 | Time: 1864.26 ms
[2022-04-04 15:25:36 main:581] : INFO : Epoch 1914 | loss: 0.00176722 | val_loss: 0.00177785 | Time: 1936.17 ms
[2022-04-04 15:25:38 main:581] : INFO : Epoch 1915 | loss: 0.00179165 | val_loss: 0.00179874 | Time: 1978.73 ms
[2022-04-04 15:25:40 main:581] : INFO : Epoch 1916 | loss: 0.00171281 | val_loss: 0.00182868 | Time: 1907.53 ms
[2022-04-04 15:25:42 main:581] : INFO : Epoch 1917 | loss: 0.00173535 | val_loss: 0.00178228 | Time: 1880.3 ms
[2022-04-04 15:25:44 main:581] : INFO : Epoch 1918 | loss: 0.00198839 | val_loss: 0.0018903 | Time: 1833.27 ms
[2022-04-04 15:25:46 main:581] : INFO : Epoch 1919 | loss: 0.00185516 | val_loss: 0.00179884 | Time: 1863.74 ms
[2022-04-04 15:25:47 main:581] : INFO : Epoch 1920 | loss: 0.0017314 | val_loss: 0.00179714 | Time: 1858.38 ms
[2022-04-04 15:25:49 main:581] : INFO : Epoch 1921 | loss: 0.00179367 | val_loss: 0.00191335 | Time: 1842.57 ms
[2022-04-04 15:25:51 main:581] : INFO : Epoch 1922 | loss: 0.00238083 | val_loss: 0.00245606 | Time: 1953.38 ms
[2022-04-04 15:25:53 main:581] : INFO : Epoch 1923 | loss: 0.00225949 | val_loss: 0.0023619 | Time: 1895.77 ms
[2022-04-04 15:25:55 main:581] : INFO : Epoch 1924 | loss: 0.00198005 | val_loss: 0.001953 | Time: 1874.48 ms
[2022-04-04 15:25:57 main:581] : INFO : Epoch 1925 | loss: 0.00249783 | val_loss: 0.00281795 | Time: 1852.64 ms
[2022-04-04 15:25:59 main:581] : INFO : Epoch 1926 | loss: 0.00231184 | val_loss: 0.00208197 | Time: 1852.36 ms
[2022-04-04 15:26:01 main:581] : INFO : Epoch 1927 | loss: 0.00198712 | val_loss: 0.00211465 | Time: 1859.83 ms
[2022-04-04 15:26:03 main:581] : INFO : Epoch 1928 | loss: 0.00187868 | val_loss: 0.00205361 | Time: 1946.66 ms
[2022-04-04 15:26:05 main:581] : INFO : Epoch 1929 | loss: 0.0019925 | val_loss: 0.00198463 | Time: 1927.65 ms
[2022-04-04 15:26:06 main:581] : INFO : Epoch 1930 | loss: 0.00187393 | val_loss: 0.00208386 | Time: 1888.02 ms
[2022-04-04 15:26:09 main:581] : INFO : Epoch 1931 | loss: 0.00200919 | val_loss: 0.00208039 | Time: 2132.65 ms
[2022-04-04 15:26:10 main:581] : INFO : Epoch 1932 | loss: 0.00266405 | val_loss: 0.00373561 | Time: 1917.95 ms
[2022-04-04 15:26:12 main:581] : INFO : Epoch 1933 | loss: 0.00275778 | val_loss: 0.00236653 | Time: 1952.14 ms
[2022-04-04 15:26:14 main:581] : INFO : Epoch 1934 | loss: 0.00267543 | val_loss: 0.00272827 | Time: 1951.52 ms
[2022-04-04 15:26:16 main:581] : INFO : Epoch 1935 | loss: 0.00255325 | val_loss: 0.00220136 | Time: 2036.89 ms
[2022-04-04 15:26:18 main:581] : INFO : Epoch 1936 | loss: 0.00196947 | val_loss: 0.00189745 | Time: 2104.2 ms
[2022-04-04 15:26:21 main:581] : INFO : Epoch 1937 | loss: 0.00372409 | val_loss: 0.00407694 | Time: 2081.19 ms
[2022-04-04 15:26:23 main:581] : INFO : Epoch 1938 | loss: 0.00286414 | val_loss: 0.0022879 | Time: 2068.93 ms
[2022-04-04 15:26:25 main:581] : INFO : Epoch 1939 | loss: 0.00207738 | val_loss: 0.00251473 | Time: 1858.76 ms
[2022-04-04 15:26:26 main:581] : INFO : Epoch 1940 | loss: 0.00213409 | val_loss: 0.00198566 | Time: 1844.72 ms
[2022-04-04 15:26:28 main:581] : INFO : Epoch 1941 | loss: 0.0018818 | val_loss: 0.00182291 | Time: 1858.59 ms
[2022-04-04 15:26:30 main:581] : INFO : Epoch 1942 | loss: 0.00187146 | val_loss: 0.00183633 | Time: 1858.39 ms
[2022-04-04 15:26:32 main:581] : INFO : Epoch 1943 | loss: 0.00179196 | val_loss: 0.00177787 | Time: 1864.69 ms
[2022-04-04 15:26:34 main:581] : INFO : Epoch 1944 | loss: 0.00173775 | val_loss: 0.00175089 | Time: 1854.12 ms
[2022-04-04 15:26:36 main:581] : INFO : Epoch 1945 | loss: 0.00222099 | val_loss: 0.00221456 | Time: 1851.13 ms
[2022-04-04 15:26:38 main:581] : INFO : Epoch 1946 | loss: 0.00223941 | val_loss: 0.00290965 | Time: 1869.25 ms
[2022-04-04 15:26:39 main:581] : INFO : Epoch 1947 | loss: 0.00240362 | val_loss: 0.00202271 | Time: 1841.68 ms
[2022-04-04 15:26:41 main:581] : INFO : Epoch 1948 | loss: 0.00233365 | val_loss: 0.00254993 | Time: 1856.63 ms
[2022-04-04 15:26:43 main:581] : INFO : Epoch 1949 | loss: 0.00237881 | val_loss: 0.00233114 | Time: 1868.33 ms
[2022-04-04 15:26:45 main:581] : INFO : Epoch 1950 | loss: 0.00312976 | val_loss: 0.00415413 | Time: 1856.46 ms
[2022-04-04 15:26:47 main:581] : INFO : Epoch 1951 | loss: 0.00313916 | val_loss: 0.00261366 | Time: 1855.67 ms
[2022-04-04 15:26:49 main:581] : INFO : Epoch 1952 | loss: 0.0024354 | val_loss: 0.00230327 | Time: 1857.27 ms
[2022-04-04 15:26:50 main:581] : INFO : Epoch 1953 | loss: 0.00206339 | val_loss: 0.00209935 | Time: 1853.15 ms
[2022-04-04 15:26:52 main:581] : INFO : Epoch 1954 | loss: 0.00195514 | val_loss: 0.00195981 | Time: 1856.84 ms
[2022-04-04 15:26:54 main:581] : INFO : Epoch 1955 | loss: 0.00180872 | val_loss: 0.00181977 | Time: 1846.3 ms
[2022-04-04 15:26:56 main:581] : INFO : Epoch 1956 | loss: 0.00169777 | val_loss: 0.00173622 | Time: 1849.49 ms
[2022-04-04 15:26:58 main:581] : INFO : Epoch 1957 | loss: 0.00195335 | val_loss: 0.00384772 | Time: 1849.67 ms
[2022-04-04 15:27:00 main:581] : INFO : Epoch 1958 | loss: 0.00333122 | val_loss: 0.0023462 | Time: 1844.79 ms
[2022-04-04 15:27:02 main:581] : INFO : Epoch 1959 | loss: 0.00210751 | val_loss: 0.00193559 | Time: 1846.85 ms
[2022-04-04 15:27:03 main:581] : INFO : Epoch 1960 | loss: 0.0018082 | val_loss: 0.00182072 | Time: 1878.5 ms
[2022-04-04 15:27:05 main:581] : INFO : Epoch 1961 | loss: 0.00169881 | val_loss: 0.00176896 | Time: 1858.58 ms
[2022-04-04 15:27:07 main:581] : INFO : Epoch 1962 | loss: 0.00171024 | val_loss: 0.0018221 | Time: 1844.59 ms
[2022-04-04 15:27:09 main:581] : INFO : Epoch 1963 | loss: 0.00175025 | val_loss: 0.0017781 | Time: 1856.87 ms
[2022-04-04 15:27:11 main:581] : INFO : Epoch 1964 | loss: 0.00175409 | val_loss: 0.00182274 | Time: 1854.34 ms
[2022-04-04 15:27:13 main:581] : INFO : Epoch 1965 | loss: 0.00170479 | val_loss: 0.00181883 | Time: 1859.58 ms
[2022-04-04 15:27:15 main:581] : INFO : Epoch 1966 | loss: 0.00206163 | val_loss: 0.00187303 | Time: 1881.41 ms
[2022-04-04 15:27:17 main:581] : INFO : Epoch 1967 | loss: 0.00197209 | val_loss: 0.00218568 | Time: 1871.58 ms
[2022-04-04 15:27:18 main:581] : INFO : Epoch 1968 | loss: 0.00195763 | val_loss: 0.00219274 | Time: 1931.46 ms
[2022-04-04 15:27:20 main:581] : INFO : Epoch 1969 | loss: 0.00198211 | val_loss: 0.0018095 | Time: 1915.51 ms
[2022-04-04 15:27:22 main:581] : INFO : Epoch 1970 | loss: 0.00173005 | val_loss: 0.00175883 | Time: 1869.66 ms
[2022-04-04 15:27:24 main:581] : INFO : Epoch 1971 | loss: 0.00193921 | val_loss: 0.00189282 | Time: 1837.42 ms
[2022-04-04 15:27:26 main:581] : INFO : Epoch 1972 | loss: 0.00177412 | val_loss: 0.00175749 | Time: 1857.1 ms
[2022-04-04 15:27:28 main:581] : INFO : Epoch 1973 | loss: 0.00250015 | val_loss: 0.00382501 | Time: 1851.81 ms
[2022-04-04 15:27:30 main:581] : INFO : Epoch 1974 | loss: 0.00325852 | val_loss: 0.00233332 | Time: 1858.82 ms
[2022-04-04 15:27:31 main:581] : INFO : Epoch 1975 | loss: 0.00209967 | val_loss: 0.00207444 | Time: 1851.46 ms
[2022-04-04 15:27:33 main:581] : INFO : Epoch 1976 | loss: 0.00182368 | val_loss: 0.00173255 | Time: 1851.91 ms
[2022-04-04 15:27:35 main:581] : INFO : Epoch 1977 | loss: 0.00172037 | val_loss: 0.00297443 | Time: 1839.3 ms
[2022-04-04 15:27:37 main:581] : INFO : Epoch 1978 | loss: 0.00227344 | val_loss: 0.00185674 | Time: 1889.23 ms
[2022-04-04 15:27:39 main:581] : INFO : Epoch 1979 | loss: 0.0021766 | val_loss: 0.00214662 | Time: 1841.92 ms
[2022-04-04 15:27:41 main:581] : INFO : Epoch 1980 | loss: 0.00197512 | val_loss: 0.00185644 | Time: 1840.91 ms
[2022-04-04 15:27:43 main:581] : INFO : Epoch 1981 | loss: 0.00182296 | val_loss: 0.00212567 | Time: 1851.06 ms
[2022-04-04 15:27:44 main:581] : INFO : Epoch 1982 | loss: 0.0017367 | val_loss: 0.00170027 | Time: 1872.04 ms
[2022-04-04 15:27:46 main:581] : INFO : Epoch 1983 | loss: 0.00201875 | val_loss: 0.00317872 | Time: 1852.44 ms
[2022-04-04 15:27:48 main:581] : INFO : Epoch 1984 | loss: 0.00225564 | val_loss: 0.00210453 | Time: 1842.41 ms
[2022-04-04 15:27:50 main:581] : INFO : Epoch 1985 | loss: 0.00184482 | val_loss: 0.00187337 | Time: 1839.33 ms
[2022-04-04 15:27:52 main:581] : INFO : Epoch 1986 | loss: 0.00173159 | val_loss: 0.0018093 | Time: 1838.85 ms
[2022-04-04 15:27:54 main:581] : INFO : Epoch 1987 | loss: 0.00172033 | val_loss: 0.00183191 | Time: 1860.83 ms
[2022-04-04 15:27:56 main:581] : INFO : Epoch 1988 | loss: 0.00172336 | val_loss: 0.00199566 | Time: 1850.39 ms
[2022-04-04 15:27:57 main:581] : INFO : Epoch 1989 | loss: 0.00171963 | val_loss: 0.00178243 | Time: 1836.76 ms
[2022-04-04 15:27:59 main:581] : INFO : Epoch 1990 | loss: 0.00165879 | val_loss: 0.00164619 | Time: 1867.92 ms
[2022-04-04 15:28:01 main:581] : INFO : Epoch 1991 | loss: 0.00163062 | val_loss: 0.00187922 | Time: 1850.26 ms
[2022-04-04 15:28:03 main:581] : INFO : Epoch 1992 | loss: 0.00185148 | val_loss: 0.00194 | Time: 1841.44 ms
[2022-04-04 15:28:05 main:581] : INFO : Epoch 1993 | loss: 0.00241122 | val_loss: 0.00520227 | Time: 1917.88 ms
[2022-04-04 15:28:07 main:581] : INFO : Epoch 1994 | loss: 0.00349831 | val_loss: 0.00296731 | Time: 1938.95 ms
[2022-04-04 15:28:09 main:581] : INFO : Epoch 1995 | loss: 0.00233522 | val_loss: 0.00219193 | Time: 1956.9 ms
[2022-04-04 15:28:11 main:581] : INFO : Epoch 1996 | loss: 0.00185804 | val_loss: 0.00178763 | Time: 1928.79 ms
[2022-04-04 15:28:13 main:581] : INFO : Epoch 1997 | loss: 0.00178849 | val_loss: 0.00205725 | Time: 1869.65 ms
[2022-04-04 15:28:14 main:581] : INFO : Epoch 1998 | loss: 0.00192115 | val_loss: 0.00172704 | Time: 1933.6 ms
[2022-04-04 15:28:16 main:581] : INFO : Epoch 1999 | loss: 0.00170168 | val_loss: 0.00170924 | Time: 1843.96 ms
[2022-04-04 15:28:18 main:581] : INFO : Epoch 2000 | loss: 0.00200203 | val_loss: 0.00199743 | Time: 2096.21 ms
[2022-04-04 15:28:20 main:581] : INFO : Epoch 2001 | loss: 0.00174918 | val_loss: 0.00165915 | Time: 1969.09 ms
[2022-04-04 15:28:22 main:581] : INFO : Epoch 2002 | loss: 0.0016456 | val_loss: 0.00174956 | Time: 1942.49 ms
[2022-04-04 15:28:24 main:581] : INFO : Epoch 2003 | loss: 0.00159087 | val_loss: 0.0016373 | Time: 1909.15 ms
[2022-04-04 15:28:26 main:581] : INFO : Epoch 2004 | loss: 0.00156303 | val_loss: 0.00169873 | Time: 1852.41 ms
[2022-04-04 15:28:28 main:581] : INFO : Epoch 2005 | loss: 0.00348502 | val_loss: 0.00254413 | Time: 1855.67 ms
[2022-04-04 15:28:30 main:581] : INFO : Epoch 2006 | loss: 0.00213763 | val_loss: 0.00182429 | Time: 1872.59 ms
[2022-04-04 15:28:32 main:581] : INFO : Epoch 2007 | loss: 0.00193397 | val_loss: 0.00186221 | Time: 1866.55 ms
[2022-04-04 15:28:34 main:581] : INFO : Epoch 2008 | loss: 0.00180024 | val_loss: 0.0019012 | Time: 1870.5 ms
[2022-04-04 15:28:35 main:581] : INFO : Epoch 2009 | loss: 0.00195658 | val_loss: 0.00325136 | Time: 1865.04 ms
[2022-04-04 15:28:37 main:581] : INFO : Epoch 2010 | loss: 0.0022782 | val_loss: 0.00217703 | Time: 1857.9 ms
[2022-04-04 15:28:39 main:581] : INFO : Epoch 2011 | loss: 0.00205606 | val_loss: 0.00178059 | Time: 1866.65 ms
[2022-04-04 15:28:41 main:581] : INFO : Epoch 2012 | loss: 0.00168689 | val_loss: 0.00172269 | Time: 1929.92 ms
[2022-04-04 15:28:43 main:581] : INFO : Epoch 2013 | loss: 0.00163856 | val_loss: 0.00165525 | Time: 1883.21 ms
[2022-04-04 15:28:45 main:581] : INFO : Epoch 2014 | loss: 0.00171229 | val_loss: 0.00176884 | Time: 1832.79 ms
[2022-04-04 15:28:47 main:581] : INFO : Epoch 2015 | loss: 0.00166397 | val_loss: 0.00167663 | Time: 1876.87 ms
[2022-04-04 15:28:49 main:581] : INFO : Epoch 2016 | loss: 0.00167626 | val_loss: 0.00193253 | Time: 1855.38 ms
[2022-04-04 15:28:50 main:581] : INFO : Epoch 2017 | loss: 0.00182669 | val_loss: 0.00180986 | Time: 1878.72 ms
[2022-04-04 15:28:52 main:581] : INFO : Epoch 2018 | loss: 0.00214281 | val_loss: 0.00222245 | Time: 1940.43 ms
[2022-04-04 15:28:54 main:581] : INFO : Epoch 2019 | loss: 0.00183042 | val_loss: 0.00170645 | Time: 1940.2 ms
[2022-04-04 15:28:56 main:581] : INFO : Epoch 2020 | loss: 0.00180646 | val_loss: 0.00214455 | Time: 1857.51 ms
[2022-04-04 15:28:58 main:581] : INFO : Epoch 2021 | loss: 0.00265573 | val_loss: 0.00495033 | Time: 1832.73 ms
[2022-04-04 15:29:00 main:581] : INFO : Epoch 2022 | loss: 0.00361574 | val_loss: 0.00250485 | Time: 1841.02 ms
[2022-04-04 15:29:02 main:581] : INFO : Epoch 2023 | loss: 0.00215212 | val_loss: 0.00186999 | Time: 1892.65 ms
[2022-04-04 15:29:04 main:581] : INFO : Epoch 2024 | loss: 0.00205038 | val_loss: 0.00194441 | Time: 1922.25 ms
[2022-04-04 15:29:06 main:581] : INFO : Epoch 2025 | loss: 0.00177162 | val_loss: 0.00175759 | Time: 1879.46 ms
[2022-04-04 15:29:07 main:581] : INFO : Epoch 2026 | loss: 0.00164491 | val_loss: 0.00163866 | Time: 1868.5 ms
[2022-04-04 15:29:09 main:581] : INFO : Epoch 2027 | loss: 0.00160784 | val_loss: 0.00171971 | Time: 1861.75 ms
[2022-04-04 15:29:11 main:581] : INFO : Epoch 2028 | loss: 0.00184253 | val_loss: 0.00256641 | Time: 1903.36 ms
[2022-04-04 15:29:13 main:581] : INFO : Epoch 2029 | loss: 0.00193306 | val_loss: 0.00177827 | Time: 1863.12 ms
[2022-04-04 15:29:15 main:581] : INFO : Epoch 2030 | loss: 0.00169084 | val_loss: 0.00169593 | Time: 1857.45 ms
[2022-04-04 15:29:17 main:581] : INFO : Epoch 2031 | loss: 0.00170652 | val_loss: 0.00171741 | Time: 1858.53 ms
[2022-04-04 15:29:19 main:581] : INFO : Epoch 2032 | loss: 0.00163319 | val_loss: 0.00160888 | Time: 1865.4 ms
[2022-04-04 15:29:20 main:581] : INFO : Epoch 2033 | loss: 0.00161858 | val_loss: 0.00160686 | Time: 1850.94 ms
[2022-04-04 15:29:22 main:581] : INFO : Epoch 2034 | loss: 0.00298421 | val_loss: 0.00916513 | Time: 1850.68 ms
[2022-04-04 15:29:24 main:581] : INFO : Epoch 2035 | loss: 0.00562132 | val_loss: 0.00380013 | Time: 1859.95 ms
[2022-04-04 15:29:26 main:581] : INFO : Epoch 2036 | loss: 0.00296359 | val_loss: 0.00237606 | Time: 1862.7 ms
[2022-04-04 15:29:28 main:581] : INFO : Epoch 2037 | loss: 0.00215388 | val_loss: 0.00214054 | Time: 1851.9 ms
[2022-04-04 15:29:30 main:581] : INFO : Epoch 2038 | loss: 0.00200242 | val_loss: 0.00197775 | Time: 1860.22 ms
[2022-04-04 15:29:32 main:581] : INFO : Epoch 2039 | loss: 0.00189262 | val_loss: 0.00191257 | Time: 1934.28 ms
[2022-04-04 15:29:34 main:581] : INFO : Epoch 2040 | loss: 0.00221559 | val_loss: 0.00225271 | Time: 1894.12 ms
[2022-04-04 15:29:35 main:581] : INFO : Epoch 2041 | loss: 0.00202377 | val_loss: 0.00186266 | Time: 1823.29 ms
[2022-04-04 15:29:37 main:581] : INFO : Epoch 2042 | loss: 0.00172238 | val_loss: 0.00182002 | Time: 1862.32 ms
[2022-04-04 15:29:39 main:581] : INFO : Epoch 2043 | loss: 0.00170642 | val_loss: 0.00174434 | Time: 1852.4 ms
[2022-04-04 15:29:41 main:581] : INFO : Epoch 2044 | loss: 0.00165457 | val_loss: 0.0017855 | Time: 1871.1 ms
[2022-04-04 15:29:43 main:581] : INFO : Epoch 2045 | loss: 0.00198896 | val_loss: 0.00185253 | Time: 1866.45 ms
[2022-04-04 15:29:45 main:581] : INFO : Epoch 2046 | loss: 0.00193452 | val_loss: 0.00250988 | Time: 1862.66 ms
[2022-04-04 15:29:47 main:581] : INFO : Epoch 2047 | loss: 0.00230283 | val_loss: 0.00242493 | Time: 1963.33 ms
[2022-04-04 15:29:49 main:581] : INFO : Epoch 2048 | loss: 0.00320959 | val_loss: 0.00275657 | Time: 2099.05 ms
[2022-04-04 15:29:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00275657
[2022-04-04 15:29:49 main:610] : INFO : Saving end state to config to file
[2022-04-04 15:29:49 main:615] : INFO : Success, exiting..
15:29:49 (1525605): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)