Task 5110620
| Name | ParityMachine-1619583633-13619-0_0 |
| Workunit | 3068294 |
| Created | 28 Apr 2021, 4:20:37 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 10:14:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 34 sec |
| CPU time | 1 hours 4 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 04 04:57:47 main:581] : INFO : Epoch 1538 | loss: 0.0311998 | val_loss: 0.0312094 | Time: 1891.27 ms [2021-05-04 04:57:49 main:581] : INFO : Epoch 1539 | loss: 0.0311867 | val_loss: 0.0311814 | Time: 1864.27 ms [2021-05-04 04:57:51 main:581] : INFO : Epoch 1540 | loss: 0.0311899 | val_loss: 0.031181 | Time: 1958.61 ms [2021-05-04 04:57:53 main:581] : INFO : Epoch 1541 | loss: 0.0311842 | val_loss: 0.0311798 | Time: 1855.01 ms [2021-05-04 04:57:55 main:581] : INFO : Epoch 1542 | loss: 0.0311846 | val_loss: 0.0311961 | Time: 1831.18 ms [2021-05-04 04:57:56 main:581] : INFO : Epoch 1543 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1876.25 ms [2021-05-04 04:57:58 main:581] : INFO : Epoch 1544 | loss: 0.031183 | val_loss: 0.0311768 | Time: 1832.26 ms [2021-05-04 04:58:00 main:581] : INFO : Epoch 1545 | loss: 0.0311818 | val_loss: 0.0311776 | Time: 1838.43 ms [2021-05-04 04:58:02 main:581] : INFO : Epoch 1546 | loss: 0.0311775 | val_loss: 0.0311761 | Time: 1948.39 ms [2021-05-04 04:58:04 main:581] : INFO : Epoch 1547 | loss: 0.0311761 | val_loss: 0.031175 | Time: 1905.74 ms [2021-05-04 04:58:06 main:581] : INFO : Epoch 1548 | loss: 0.0311729 | val_loss: 0.0311733 | Time: 1883.44 ms [2021-05-04 04:58:08 main:581] : INFO : Epoch 1549 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1907.59 ms [2021-05-04 04:58:10 main:581] : INFO : Epoch 1550 | loss: 0.0311717 | val_loss: 0.0311723 | Time: 1894.21 ms [2021-05-04 04:58:11 main:581] : INFO : Epoch 1551 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 1865.24 ms [2021-05-04 04:58:13 main:581] : INFO : Epoch 1552 | loss: 0.0311694 | val_loss: 0.0311732 | Time: 1800.08 ms [2021-05-04 04:58:15 main:581] : INFO : Epoch 1553 | loss: 0.0311683 | val_loss: 0.031185 | Time: 1849.01 ms [2021-05-04 04:58:17 main:581] : INFO : Epoch 1554 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 1874.49 ms [2021-05-04 04:58:19 main:581] : INFO : Epoch 1555 | loss: 0.0311675 | val_loss: 0.0311881 | Time: 1803.16 ms [2021-05-04 04:58:21 main:581] : INFO : Epoch 1556 | loss: 0.031177 | val_loss: 0.0311703 | Time: 1892.56 ms [2021-05-04 04:58:23 main:581] : INFO : Epoch 1557 | loss: 0.0311819 | val_loss: 0.0311712 | Time: 1946.18 ms [2021-05-04 04:58:25 main:581] : INFO : Epoch 1558 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 1909.99 ms [2021-05-04 04:58:26 main:581] : INFO : Epoch 1559 | loss: 0.031164 | val_loss: 0.0311773 | Time: 1916.42 ms [2021-05-04 04:58:28 main:581] : INFO : Epoch 1560 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1905.73 ms [2021-05-04 04:58:30 main:581] : INFO : Epoch 1561 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1901.84 ms [2021-05-04 04:58:32 main:581] : INFO : Epoch 1562 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 1928.4 ms [2021-05-04 04:58:34 main:581] : INFO : Epoch 1563 | loss: 0.031166 | val_loss: 0.0311876 | Time: 1888.35 ms [2021-05-04 04:58:36 main:581] : INFO : Epoch 1564 | loss: 0.0311657 | val_loss: 0.0311683 | Time: 1893.87 ms [2021-05-04 04:58:38 main:581] : INFO : Epoch 1565 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 1866.25 ms [2021-05-04 04:58:40 main:581] : INFO : Epoch 1566 | loss: 0.0311571 | val_loss: 0.0311674 | Time: 1945.92 ms [2021-05-04 04:58:42 main:581] : INFO : Epoch 1567 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 1897.99 ms [2021-05-04 04:58:43 main:581] : INFO : Epoch 1568 | loss: 0.031154 | val_loss: 0.0311664 | Time: 1813.59 ms [2021-05-04 04:58:45 main:581] : INFO : Epoch 1569 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1851.36 ms [2021-05-04 04:58:47 main:581] : INFO : Epoch 1570 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 1898.14 ms [2021-05-04 04:58:49 main:581] : INFO : Epoch 1571 | loss: 0.0311563 | val_loss: 0.0311743 | Time: 1884.53 ms [2021-05-04 04:58:51 main:581] : INFO : Epoch 1572 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 1915.06 ms [2021-05-04 04:58:53 main:581] : INFO : Epoch 1573 | loss: 0.0311526 | val_loss: 0.0311719 | Time: 1847.61 ms [2021-05-04 04:58:55 main:581] : INFO : Epoch 1574 | loss: 0.0311523 | val_loss: 0.0311745 | Time: 1902.99 ms [2021-05-04 04:58:57 main:581] : INFO : Epoch 1575 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1924.92 ms [2021-05-04 04:58:59 main:581] : INFO : Epoch 1576 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 1887.05 ms [2021-05-04 04:59:00 main:581] : INFO : Epoch 1577 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 1886.66 ms [2021-05-04 04:59:02 main:581] : INFO : Epoch 1578 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 1904 ms [2021-05-04 04:59:04 main:581] : INFO : Epoch 1579 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1895.38 ms [2021-05-04 04:59:06 main:581] : INFO : Epoch 1580 | loss: 0.031152 | val_loss: 0.031173 | Time: 1883.32 ms [2021-05-04 04:59:08 main:581] : INFO : Epoch 1581 | loss: 0.0311533 | val_loss: 0.0311683 | Time: 1798.04 ms [2021-05-04 04:59:10 main:581] : INFO : Epoch 1582 | loss: 0.0311484 | val_loss: 0.0311672 | Time: 1930.83 ms [2021-05-04 04:59:12 main:581] : INFO : Epoch 1583 | loss: 0.0311498 | val_loss: 0.0311658 | Time: 1887.13 ms [2021-05-04 04:59:14 main:581] : INFO : Epoch 1584 | loss: 0.0311493 | val_loss: 0.031166 | Time: 1905.56 ms [2021-05-04 04:59:16 main:581] : INFO : Epoch 1585 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 1948.54 ms [2021-05-04 04:59:18 main:581] : INFO : Epoch 1586 | loss: 0.0311474 | val_loss: 0.0311666 | Time: 1891.84 ms [2021-05-04 04:59:19 main:581] : INFO : Epoch 1587 | loss: 0.0311473 | val_loss: 0.0311657 | Time: 1856.66 ms [2021-05-04 04:59:21 main:581] : INFO : Epoch 1588 | loss: 0.0311483 | val_loss: 0.031166 | Time: 1884.27 ms [2021-05-04 04:59:23 main:581] : INFO : Epoch 1589 | loss: 0.0311469 | val_loss: 0.0311702 | Time: 1768.14 ms [2021-05-04 04:59:25 main:581] : INFO : Epoch 1590 | loss: 0.0311455 | val_loss: 0.0311662 | Time: 1882.77 ms [2021-05-04 04:59:27 main:581] : INFO : Epoch 1591 | loss: 0.0311451 | val_loss: 0.0311661 | Time: 1886.94 ms [2021-05-04 04:59:29 main:581] : INFO : Epoch 1592 | loss: 0.0311462 | val_loss: 0.0311665 | Time: 1936.72 ms [2021-05-04 04:59:31 main:581] : INFO : Epoch 1593 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 1913.9 ms [2021-05-04 04:59:33 main:581] : INFO : Epoch 1594 | loss: 0.0311503 | val_loss: 0.0311755 | Time: 1890.3 ms [2021-05-04 04:59:34 main:581] : INFO : Epoch 1595 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1866.7 ms [2021-05-04 04:59:36 main:581] : INFO : Epoch 1596 | loss: 0.0311468 | val_loss: 0.0311922 | Time: 1868.42 ms [2021-05-04 04:59:38 main:581] : INFO : Epoch 1597 | loss: 0.0311587 | val_loss: 0.0311944 | Time: 1786.87 ms [2021-05-04 04:59:40 main:581] : INFO : Epoch 1598 | loss: 0.031159 | val_loss: 0.0311768 | Time: 1830.45 ms [2021-05-04 04:59:42 main:581] : INFO : Epoch 1599 | loss: 0.0311495 | val_loss: 0.0311824 | Time: 1878.98 ms [2021-05-04 04:59:44 main:581] : INFO : Epoch 1600 | loss: 0.031147 | val_loss: 0.0311735 | Time: 1919.55 ms [2021-05-04 04:59:46 main:581] : INFO : Epoch 1601 | loss: 0.0311465 | val_loss: 0.0311655 | Time: 1875.34 ms [2021-05-04 04:59:47 main:581] : INFO : Epoch 1602 | loss: 0.031143 | val_loss: 0.0311659 | Time: 1869.94 ms [2021-05-04 04:59:49 main:581] : INFO : Epoch 1603 | loss: 0.0311423 | val_loss: 0.0311651 | Time: 1931.2 ms [2021-05-04 04:59:51 main:581] : INFO : Epoch 1604 | loss: 0.0311412 | val_loss: 0.0311671 | Time: 1790.53 ms [2021-05-04 04:59:53 main:581] : INFO : Epoch 1605 | loss: 0.0311409 | val_loss: 0.0311653 | Time: 1867.05 ms [2021-05-04 04:59:55 main:581] : INFO : Epoch 1606 | loss: 0.0311423 | val_loss: 0.031173 | Time: 1890.77 ms [2021-05-04 04:59:57 main:581] : INFO : Epoch 1607 | loss: 0.0311432 | val_loss: 0.031164 | Time: 1865.52 ms [2021-05-04 04:59:59 main:581] : INFO : Epoch 1608 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 1904.14 ms [2021-05-04 05:00:01 main:581] : INFO : Epoch 1609 | loss: 0.0311417 | val_loss: 0.0311711 | Time: 1868.92 ms [2021-05-04 05:00:02 main:581] : INFO : Epoch 1610 | loss: 0.0311403 | val_loss: 0.0311657 | Time: 1839.9 ms [2021-05-04 05:00:04 main:581] : INFO : Epoch 1611 | loss: 0.0311429 | val_loss: 0.031174 | Time: 1872.19 ms [2021-05-04 05:00:06 main:581] : INFO : Epoch 1612 | loss: 0.0311437 | val_loss: 0.0311696 | Time: 1893.58 ms [2021-05-04 05:00:08 main:581] : INFO : Epoch 1613 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 1792.61 ms [2021-05-04 05:00:10 main:581] : INFO : Epoch 1614 | loss: 0.0311411 | val_loss: 0.0311661 | Time: 1921.49 ms [2021-05-04 05:00:12 main:581] : INFO : Epoch 1615 | loss: 0.0311389 | val_loss: 0.0311679 | Time: 1892.86 ms [2021-05-04 05:00:14 main:581] : INFO : Epoch 1616 | loss: 0.0311405 | val_loss: 0.0311651 | Time: 1885.07 ms [2021-05-04 05:00:16 main:581] : INFO : Epoch 1617 | loss: 0.0311388 | val_loss: 0.0311661 | Time: 1887.25 ms [2021-05-04 05:00:17 main:581] : INFO : Epoch 1618 | loss: 0.0311382 | val_loss: 0.0311688 | Time: 1896.01 ms [2021-05-04 05:00:19 main:581] : INFO : Epoch 1619 | loss: 0.0311379 | val_loss: 0.0311731 | Time: 1826.48 ms [2021-05-04 05:00:21 main:581] : INFO : Epoch 1620 | loss: 0.0311385 | val_loss: 0.0311727 | Time: 1896 ms [2021-05-04 05:00:23 main:581] : INFO : Epoch 1621 | loss: 0.0311374 | val_loss: 0.0311674 | Time: 1892.41 ms [2021-05-04 05:00:25 main:581] : INFO : Epoch 1622 | loss: 0.0311396 | val_loss: 0.0311714 | Time: 1894.83 ms [2021-05-04 05:00:27 main:581] : INFO : Epoch 1623 | loss: 0.0311383 | val_loss: 0.0311687 | Time: 1832.57 ms [2021-05-04 05:00:29 main:581] : INFO : Epoch 1624 | loss: 0.0311387 | val_loss: 0.0311649 | Time: 1852.94 ms [2021-05-04 05:00:31 main:581] : INFO : Epoch 1625 | loss: 0.0311355 | val_loss: 0.0311724 | Time: 1928.59 ms [2021-05-04 05:00:32 main:581] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311675 | Time: 1905.58 ms [2021-05-04 05:00:34 main:581] : INFO : Epoch 1627 | loss: 0.0311381 | val_loss: 0.031167 | Time: 1925.73 ms [2021-05-04 05:00:36 main:581] : INFO : Epoch 1628 | loss: 0.0311393 | val_loss: 0.0311672 | Time: 1923.81 ms [2021-05-04 05:00:38 main:581] : INFO : Epoch 1629 | loss: 0.0311367 | val_loss: 0.0311644 | Time: 1927.51 ms [2021-05-04 05:00:40 main:581] : INFO : Epoch 1630 | loss: 0.0311371 | val_loss: 0.0311743 | Time: 1929.28 ms [2021-05-04 05:00:42 main:581] : INFO : Epoch 1631 | loss: 0.0311414 | val_loss: 0.0311679 | Time: 1900.18 ms [2021-05-04 05:00:44 main:581] : INFO : Epoch 1632 | loss: 0.0311352 | val_loss: 0.0311712 | Time: 1941.73 ms [2021-05-04 05:00:46 main:581] : INFO : Epoch 1633 | loss: 0.0311391 | val_loss: 0.0311749 | Time: 1885.83 ms [2021-05-04 05:00:48 main:581] : INFO : Epoch 1634 | loss: 0.0311368 | val_loss: 0.0311666 | Time: 1891.41 ms [2021-05-04 05:00:50 main:581] : INFO : Epoch 1635 | loss: 0.0311329 | val_loss: 0.031167 | Time: 1936.18 ms [2021-05-04 05:00:52 main:581] : INFO : Epoch 1636 | loss: 0.0311353 | val_loss: 0.0311661 | Time: 1876.85 ms [2021-05-04 05:00:54 main:581] : INFO : Epoch 1637 | loss: 0.031134 | val_loss: 0.0311664 | Time: 1932.74 ms [2021-05-04 05:00:55 main:581] : INFO : Epoch 1638 | loss: 0.0311359 | val_loss: 0.0311663 | Time: 1909.79 ms [2021-05-04 05:00:57 main:581] : INFO : Epoch 1639 | loss: 0.0311355 | val_loss: 0.0311682 | Time: 1892.03 ms [2021-05-04 05:00:59 main:581] : INFO : Epoch 1640 | loss: 0.0311337 | val_loss: 0.0311695 | Time: 1931.23 ms [2021-05-04 05:01:01 main:581] : INFO : Epoch 1641 | loss: 0.0311352 | val_loss: 0.0311677 | Time: 1890.49 ms [2021-05-04 05:01:03 main:581] : INFO : Epoch 1642 | loss: 0.0311345 | val_loss: 0.0311672 | Time: 1896.89 ms [2021-05-04 05:01:05 main:581] : INFO : Epoch 1643 | loss: 0.0311332 | val_loss: 0.0311666 | Time: 1924.03 ms [2021-05-04 05:01:07 main:581] : INFO : Epoch 1644 | loss: 0.031133 | val_loss: 0.0311672 | Time: 1923.35 ms [2021-05-04 05:01:09 main:581] : INFO : Epoch 1645 | loss: 0.031133 | val_loss: 0.0311752 | Time: 1956.62 ms [2021-05-04 05:01:11 main:581] : INFO : Epoch 1646 | loss: 0.0311376 | val_loss: 0.0311637 | Time: 1886.49 ms [2021-05-04 05:01:13 main:581] : INFO : Epoch 1647 | loss: 0.0311327 | val_loss: 0.031176 | Time: 1845.47 ms [2021-05-04 05:01:15 main:581] : INFO : Epoch 1648 | loss: 0.0311324 | val_loss: 0.0311682 | Time: 1918.9 ms [2021-05-04 05:01:16 main:581] : INFO : Epoch 1649 | loss: 0.0311316 | val_loss: 0.0311684 | Time: 1908.82 ms [2021-05-04 05:01:18 main:581] : INFO : Epoch 1650 | loss: 0.031132 | val_loss: 0.0311738 | Time: 1876 ms [2021-05-04 05:01:20 main:581] : INFO : Epoch 1651 | loss: 0.031132 | val_loss: 0.0311749 | Time: 1944.26 ms [2021-05-04 05:01:22 main:581] : INFO : Epoch 1652 | loss: 0.0311308 | val_loss: 0.0311684 | Time: 1891.84 ms [2021-05-04 05:01:24 main:581] : INFO : Epoch 1653 | loss: 0.0311295 | val_loss: 0.0311694 | Time: 1906.74 ms [2021-05-04 05:01:26 main:581] : INFO : Epoch 1654 | loss: 0.0311292 | val_loss: 0.0311675 | Time: 1894.71 ms [2021-05-04 05:01:28 main:581] : INFO : Epoch 1655 | loss: 0.0311329 | val_loss: 0.0311699 | Time: 1863.32 ms [2021-05-04 05:01:30 main:581] : INFO : Epoch 1656 | loss: 0.0311295 | val_loss: 0.0311684 | Time: 1888.53 ms [2021-05-04 05:01:32 main:581] : INFO : Epoch 1657 | loss: 0.0311281 | val_loss: 0.0311683 | Time: 1889.95 ms [2021-05-04 05:01:33 main:581] : INFO : Epoch 1658 | loss: 0.0311277 | val_loss: 0.0311674 | Time: 1885.28 ms [2021-05-04 05:01:35 main:581] : INFO : Epoch 1659 | loss: 0.0311291 | val_loss: 0.0311696 | Time: 1876.75 ms [2021-05-04 05:01:37 main:581] : INFO : Epoch 1660 | loss: 0.0311259 | val_loss: 0.0311675 | Time: 1882.05 ms [2021-05-04 05:01:39 main:581] : INFO : Epoch 1661 | loss: 0.0311253 | val_loss: 0.0311678 | Time: 1853.71 ms [2021-05-04 05:01:41 main:581] : INFO : Epoch 1662 | loss: 0.0311261 | val_loss: 0.0311732 | Time: 1852.76 ms [2021-05-04 05:01:43 main:581] : INFO : Epoch 1663 | loss: 0.031126 | val_loss: 0.0311796 | Time: 1929.24 ms [2021-05-04 05:01:45 main:581] : INFO : Epoch 1664 | loss: 0.0311319 | val_loss: 0.0311692 | Time: 1869.26 ms [2021-05-04 05:01:47 main:581] : INFO : Epoch 1665 | loss: 0.0311354 | val_loss: 0.0311742 | Time: 1890.45 ms [2021-05-04 05:01:49 main:581] : INFO : Epoch 1666 | loss: 0.0311334 | val_loss: 0.0311696 | Time: 1920.35 ms [2021-05-04 05:01:50 main:581] : INFO : Epoch 1667 | loss: 0.0311246 | val_loss: 0.0311744 | Time: 1889.5 ms [2021-05-04 05:01:52 main:581] : INFO : Epoch 1668 | loss: 0.031127 | val_loss: 0.0311712 | Time: 1884.37 ms [2021-05-04 05:01:54 main:581] : INFO : Epoch 1669 | loss: 0.0311263 | val_loss: 0.0311674 | Time: 1890.96 ms [2021-05-04 05:01:56 main:581] : INFO : Epoch 1670 | loss: 0.031127 | val_loss: 0.0311754 | Time: 1869.89 ms [2021-05-04 05:01:58 main:581] : INFO : Epoch 1671 | loss: 0.0311288 | val_loss: 0.0311673 | Time: 1819.31 ms [2021-05-04 05:02:00 main:581] : INFO : Epoch 1672 | loss: 0.0311284 | val_loss: 0.0311856 | Time: 1936.61 ms [2021-05-04 05:02:02 main:581] : INFO : Epoch 1673 | loss: 0.0311312 | val_loss: 0.0311808 | Time: 1853.51 ms [2021-05-04 05:02:04 main:581] : INFO : Epoch 1674 | loss: 0.0311279 | val_loss: 0.0311841 | Time: 1898.75 ms [2021-05-04 05:02:06 main:581] : INFO : Epoch 1675 | loss: 0.0311295 | val_loss: 0.0311833 | Time: 1898.75 ms [2021-05-04 05:02:07 main:581] : INFO : Epoch 1676 | loss: 0.0311239 | val_loss: 0.0311715 | Time: 1882.66 ms [2021-05-04 05:02:09 main:581] : INFO : Epoch 1677 | loss: 0.0311262 | val_loss: 0.0311699 | Time: 1885.85 ms [2021-05-04 05:02:11 main:581] : INFO : Epoch 1678 | loss: 0.0311229 | val_loss: 0.0311705 | Time: 1928.34 ms [2021-05-04 05:02:13 main:581] : INFO : Epoch 1679 | loss: 0.0311234 | val_loss: 0.0311705 | Time: 1890.96 ms [2021-05-04 05:02:15 main:581] : INFO : Epoch 1680 | loss: 0.0311206 | val_loss: 0.0311817 | Time: 1933.67 ms [2021-05-04 05:02:17 main:581] : INFO : Epoch 1681 | loss: 0.0311277 | val_loss: 0.0311768 | Time: 1951.23 ms [2021-05-04 05:02:19 main:581] : INFO : Epoch 1682 | loss: 0.0311239 | val_loss: 0.0311769 | Time: 1892.9 ms [2021-05-04 05:02:21 main:581] : INFO : Epoch 1683 | loss: 0.0311254 | val_loss: 0.0311747 | Time: 1889.24 ms [2021-05-04 05:02:23 main:581] : INFO : Epoch 1684 | loss: 0.0311267 | val_loss: 0.0311743 | Time: 1883.85 ms [2021-05-04 05:02:25 main:581] : INFO : Epoch 1685 | loss: 0.0311256 | val_loss: 0.0311721 | Time: 1901.87 ms [2021-05-04 05:02:26 main:581] : INFO : Epoch 1686 | loss: 0.0311233 | val_loss: 0.0311765 | Time: 1804.25 ms [2021-05-04 05:02:28 main:581] : INFO : Epoch 1687 | loss: 0.0311196 | val_loss: 0.0311743 | Time: 1859.32 ms [2021-05-04 05:02:30 main:581] : INFO : Epoch 1688 | loss: 0.0311233 | val_loss: 0.0311775 | Time: 1891.24 ms [2021-05-04 05:02:32 main:581] : INFO : Epoch 1689 | loss: 0.031118 | val_loss: 0.0311777 | Time: 1872.78 ms [2021-05-04 05:02:34 main:581] : INFO : Epoch 1690 | loss: 0.0311171 | val_loss: 0.0311781 | Time: 1893.04 ms [2021-05-04 05:02:36 main:581] : INFO : Epoch 1691 | loss: 0.0311174 | val_loss: 0.031175 | Time: 1848.3 ms [2021-05-04 05:02:38 main:581] : INFO : Epoch 1692 | loss: 0.0311206 | val_loss: 0.0311777 | Time: 1919.03 ms [2021-05-04 05:02:40 main:581] : INFO : Epoch 1693 | loss: 0.0311201 | val_loss: 0.0311758 | Time: 1887.92 ms [2021-05-04 05:02:41 main:581] : INFO : Epoch 1694 | loss: 0.0311206 | val_loss: 0.031188 | Time: 1884.91 ms [2021-05-04 05:02:43 main:581] : INFO : Epoch 1695 | loss: 0.0311248 | val_loss: 0.0311816 | Time: 1878.21 ms [2021-05-04 05:02:45 main:581] : INFO : Epoch 1696 | loss: 0.0311212 | val_loss: 0.0311773 | Time: 1925.53 ms [2021-05-04 05:02:47 main:581] : INFO : Epoch 1697 | loss: 0.0311213 | val_loss: 0.0311715 | Time: 1899.14 ms [2021-05-04 05:02:49 main:581] : INFO : Epoch 1698 | loss: 0.0311205 | val_loss: 0.0311778 | Time: 1903.91 ms [2021-05-04 05:02:51 main:581] : INFO : Epoch 1699 | loss: 0.0311186 | val_loss: 0.0311733 | Time: 1878.64 ms [2021-05-04 05:02:53 main:581] : INFO : Epoch 1700 | loss: 0.0311189 | val_loss: 0.0311822 | Time: 1923.99 ms [2021-05-04 05:02:55 main:581] : INFO : Epoch 1701 | loss: 0.0311148 | val_loss: 0.0311807 | Time: 1896.37 ms [2021-05-04 05:02:57 main:581] : INFO : Epoch 1702 | loss: 0.0311152 | val_loss: 0.0311798 | Time: 1901.06 ms [2021-05-04 05:02:58 main:581] : INFO : Epoch 1703 | loss: 0.0311194 | val_loss: 0.0311842 | Time: 1837.08 ms [2021-05-04 05:03:00 main:581] : INFO : Epoch 1704 | loss: 0.0311216 | val_loss: 0.0311865 | Time: 1858.61 ms [2021-05-04 05:03:02 main:581] : INFO : Epoch 1705 | loss: 0.0311199 | val_loss: 0.0311795 | Time: 1873.66 ms [2021-05-04 05:03:04 main:581] : INFO : Epoch 1706 | loss: 0.0311161 | val_loss: 0.0311843 | Time: 1880.66 ms [2021-05-04 05:03:06 main:581] : INFO : Epoch 1707 | loss: 0.0311159 | val_loss: 0.0311806 | Time: 1776.83 ms [2021-05-04 05:03:08 main:581] : INFO : Epoch 1708 | loss: 0.0311194 | val_loss: 0.031176 | Time: 1840.41 ms [2021-05-04 05:03:10 main:581] : INFO : Epoch 1709 | loss: 0.0311186 | val_loss: 0.0311789 | Time: 1818.72 ms [2021-05-04 05:03:11 main:581] : INFO : Epoch 1710 | loss: 0.0311216 | val_loss: 0.0311821 | Time: 1881.91 ms [2021-05-04 05:03:13 main:581] : INFO : Epoch 1711 | loss: 0.031116 | val_loss: 0.0311799 | Time: 1884.06 ms [2021-05-04 05:03:15 main:581] : INFO : Epoch 1712 | loss: 0.0311104 | val_loss: 0.0311851 | Time: 1870 ms [2021-05-04 05:03:17 main:581] : INFO : Epoch 1713 | loss: 0.0311124 | val_loss: 0.0311897 | Time: 1660.24 ms [2021-05-04 05:03:19 main:581] : INFO : Epoch 1714 | loss: 0.0311141 | val_loss: 0.0311926 | Time: 1886.96 ms [2021-05-04 05:03:21 main:581] : INFO : Epoch 1715 | loss: 0.0311141 | val_loss: 0.0311803 | Time: 1893.19 ms [2021-05-04 05:03:22 main:581] : INFO : Epoch 1716 | loss: 0.031115 | val_loss: 0.0311761 | Time: 1877.61 ms [2021-05-04 05:03:24 main:581] : INFO : Epoch 1717 | loss: 0.031114 | val_loss: 0.0311837 | Time: 1909.45 ms [2021-05-04 05:03:26 main:581] : INFO : Epoch 1718 | loss: 0.0311181 | val_loss: 0.031181 | Time: 1903.61 ms [2021-05-04 05:03:28 main:581] : INFO : Epoch 1719 | loss: 0.0311122 | val_loss: 0.0311882 | Time: 1852.37 ms [2021-05-04 05:03:30 main:581] : INFO : Epoch 1720 | loss: 0.0311109 | val_loss: 0.0311803 | Time: 1886.27 ms [2021-05-04 05:03:32 main:581] : INFO : Epoch 1721 | loss: 0.0311122 | val_loss: 0.0311839 | Time: 1873.58 ms [2021-05-04 05:03:34 main:581] : INFO : Epoch 1722 | loss: 0.0311119 | val_loss: 0.031188 | Time: 1887.67 ms [2021-05-04 05:03:36 main:581] : INFO : Epoch 1723 | loss: 0.0311067 | val_loss: 0.0311874 | Time: 1889.22 ms [2021-05-04 05:03:38 main:581] : INFO : Epoch 1724 | loss: 0.0311081 | val_loss: 0.0311841 | Time: 1850.69 ms [2021-05-04 05:03:39 main:581] : INFO : Epoch 1725 | loss: 0.0311081 | val_loss: 0.0311834 | Time: 1917.16 ms [2021-05-04 05:03:41 main:581] : INFO : Epoch 1726 | loss: 0.0311097 | val_loss: 0.0311855 | Time: 1898.83 ms [2021-05-04 05:03:43 main:581] : INFO : Epoch 1727 | loss: 0.0311092 | val_loss: 0.0311861 | Time: 1891.58 ms [2021-05-04 05:03:45 main:581] : INFO : Epoch 1728 | loss: 0.0311139 | val_loss: 0.0311947 | Time: 1900.7 ms [2021-05-04 05:03:47 main:581] : INFO : Epoch 1729 | loss: 0.0311134 | val_loss: 0.03119 | Time: 1890.74 ms [2021-05-04 05:03:49 main:581] : INFO : Epoch 1730 | loss: 0.0311087 | val_loss: 0.0311833 | Time: 1887 ms [2021-05-04 05:03:51 main:581] : INFO : Epoch 1731 | loss: 0.0311111 | val_loss: 0.0311774 | Time: 1915.33 ms [2021-05-04 05:03:53 main:581] : INFO : Epoch 1732 | loss: 0.03111 | val_loss: 0.0311858 | Time: 1886.93 ms [2021-05-04 05:03:55 main:581] : INFO : Epoch 1733 | loss: 0.0311142 | val_loss: 0.0311939 | Time: 1891.53 ms [2021-05-04 05:03:56 main:581] : INFO : Epoch 1734 | loss: 0.0311164 | val_loss: 0.0312077 | Time: 1892.7 ms [2021-05-04 05:03:58 main:581] : INFO : Epoch 1735 | loss: 0.0311206 | val_loss: 0.0311792 | Time: 1810.24 ms [2021-05-04 05:04:00 main:581] : INFO : Epoch 1736 | loss: 0.0311085 | val_loss: 0.031186 | Time: 1798.69 ms [2021-05-04 05:04:02 main:581] : INFO : Epoch 1737 | loss: 0.0311091 | val_loss: 0.0311878 | Time: 1811 ms [2021-05-04 05:04:04 main:581] : INFO : Epoch 1738 | loss: 0.0311034 | val_loss: 0.0311787 | Time: 1917.41 ms [2021-05-04 05:04:06 main:581] : INFO : Epoch 1739 | loss: 0.031108 | val_loss: 0.0311819 | Time: 1886.32 ms [2021-05-04 05:04:08 main:581] : INFO : Epoch 1740 | loss: 0.0311097 | val_loss: 0.0311853 | Time: 1882.22 ms [2021-05-04 05:04:10 main:581] : INFO : Epoch 1741 | loss: 0.0311115 | val_loss: 0.0311891 | Time: 1935.19 ms [2021-05-04 05:04:11 main:581] : INFO : Epoch 1742 | loss: 0.0311092 | val_loss: 0.0311906 | Time: 1865.71 ms [2021-05-04 05:04:13 main:581] : INFO : Epoch 1743 | loss: 0.0311086 | val_loss: 0.0311944 | Time: 1858.02 ms [2021-05-04 05:04:15 main:581] : INFO : Epoch 1744 | loss: 0.0311067 | val_loss: 0.0311936 | Time: 1900.18 ms [2021-05-04 05:04:17 main:581] : INFO : Epoch 1745 | loss: 0.0311048 | val_loss: 0.0311969 | Time: 1930.54 ms [2021-05-04 05:04:19 main:581] : INFO : Epoch 1746 | loss: 0.0311053 | val_loss: 0.0311918 | Time: 1899.03 ms [2021-05-04 05:04:21 main:581] : INFO : Epoch 1747 | loss: 0.0311067 | val_loss: 0.0312011 | Time: 1843.03 ms [2021-05-04 05:04:23 main:581] : INFO : Epoch 1748 | loss: 0.0311068 | val_loss: 0.0311905 | Time: 1889.46 ms [2021-05-04 05:04:25 main:581] : INFO : Epoch 1749 | loss: 0.0311082 | val_loss: 0.0311958 | Time: 1882.03 ms [2021-05-04 05:04:27 main:581] : INFO : Epoch 1750 | loss: 0.0311076 | val_loss: 0.0311936 | Time: 1897.75 ms [2021-05-04 05:04:28 main:581] : INFO : Epoch 1751 | loss: 0.0311045 | val_loss: 0.0311874 | Time: 1907.46 ms [2021-05-04 05:04:30 main:581] : INFO : Epoch 1752 | loss: 0.0311053 | val_loss: 0.0311851 | Time: 1884.34 ms [2021-05-04 05:04:32 main:581] : INFO : Epoch 1753 | loss: 0.0311097 | val_loss: 0.0311842 | Time: 1885.15 ms [2021-05-04 05:04:34 main:581] : INFO : Epoch 1754 | loss: 0.031108 | val_loss: 0.0311945 | Time: 1874.16 ms [2021-05-04 05:04:36 main:581] : INFO : Epoch 1755 | loss: 0.0311106 | val_loss: 0.0311813 | Time: 1930.63 ms [2021-05-04 05:04:38 main:581] : INFO : Epoch 1756 | loss: 0.0311089 | val_loss: 0.0311839 | Time: 1895.66 ms [2021-05-04 05:04:40 main:581] : INFO : Epoch 1757 | loss: 0.0311126 | val_loss: 0.0311881 | Time: 1924.91 ms [2021-05-04 05:04:42 main:581] : INFO : Epoch 1758 | loss: 0.0311098 | val_loss: 0.031182 | Time: 1933.98 ms [2021-05-04 05:04:44 main:581] : INFO : Epoch 1759 | loss: 0.0311104 | val_loss: 0.0311884 | Time: 1881.23 ms [2021-05-04 05:04:46 main:581] : INFO : Epoch 1760 | loss: 0.0311127 | val_loss: 0.0311892 | Time: 1928.03 ms [2021-05-04 05:04:47 main:581] : INFO : Epoch 1761 | loss: 0.0311097 | val_loss: 0.0311858 | Time: 1826.31 ms [2021-05-04 05:04:49 main:581] : INFO : Epoch 1762 | loss: 0.0311073 | val_loss: 0.031189 | Time: 1886.04 ms [2021-05-04 05:04:51 main:581] : INFO : Epoch 1763 | loss: 0.0311066 | val_loss: 0.0311824 | Time: 1890.11 ms [2021-05-04 05:04:53 main:581] : INFO : Epoch 1764 | loss: 0.0311189 | val_loss: 0.0311802 | Time: 1897.5 ms [2021-05-04 05:04:55 main:581] : INFO : Epoch 1765 | loss: 0.0311139 | val_loss: 0.031185 | Time: 1875.02 ms [2021-05-04 05:04:57 main:581] : INFO : Epoch 1766 | loss: 0.0311107 | val_loss: 0.0311889 | Time: 1867.38 ms [2021-05-04 05:04:59 main:581] : INFO : Epoch 1767 | loss: 0.0311065 | val_loss: 0.0311828 | Time: 1891.08 ms [2021-05-04 05:05:01 main:581] : INFO : Epoch 1768 | loss: 0.0311068 | val_loss: 0.031205 | Time: 1843.97 ms [2021-05-04 05:05:02 main:581] : INFO : Epoch 1769 | loss: 0.0311092 | val_loss: 0.0311908 | Time: 1841.82 ms [2021-05-04 05:05:04 main:581] : INFO : Epoch 1770 | loss: 0.0311094 | val_loss: 0.0311899 | Time: 1888.63 ms [2021-05-04 05:05:06 main:581] : INFO : Epoch 1771 | loss: 0.0311081 | val_loss: 0.031198 | Time: 1890.08 ms [2021-05-04 05:05:08 main:581] : INFO : Epoch 1772 | loss: 0.031101 | val_loss: 0.0311825 | Time: 1888.87 ms [2021-05-04 05:05:10 main:581] : INFO : Epoch 1773 | loss: 0.0310975 | val_loss: 0.0312041 | Time: 1834.56 ms [2021-05-04 05:05:12 main:581] : INFO : Epoch 1774 | loss: 0.0311016 | val_loss: 0.0311884 | Time: 1941 ms [2021-05-04 05:05:14 main:581] : INFO : Epoch 1775 | loss: 0.031104 | val_loss: 0.031193 | Time: 1897.19 ms [2021-05-04 05:05:16 main:581] : INFO : Epoch 1776 | loss: 0.0311038 | val_loss: 0.031189 | Time: 1874.05 ms [2021-05-04 05:05:17 main:581] : INFO : Epoch 1777 | loss: 0.0311014 | val_loss: 0.0311912 | Time: 1890.27 ms [2021-05-04 05:05:19 main:581] : INFO : Epoch 1778 | loss: 0.0310997 | val_loss: 0.031199 | Time: 1932.21 ms [2021-05-04 05:05:21 main:581] : INFO : Epoch 1779 | loss: 0.0311029 | val_loss: 0.0311981 | Time: 1908.48 ms [2021-05-04 05:05:23 main:581] : INFO : Epoch 1780 | loss: 0.0310999 | val_loss: 0.0312053 | Time: 1850.1 ms [2021-05-04 05:05:25 main:581] : INFO : Epoch 1781 | loss: 0.031099 | val_loss: 0.0311982 | Time: 1886.3 ms [2021-05-04 05:05:27 main:581] : INFO : Epoch 1782 | loss: 0.0310975 | val_loss: 0.0311938 | Time: 1827.71 ms [2021-05-04 05:05:29 main:581] : INFO : Epoch 1783 | loss: 0.0311029 | val_loss: 0.0311816 | Time: 1829.22 ms [2021-05-04 05:05:31 main:581] : INFO : Epoch 1784 | loss: 0.031101 | val_loss: 0.0312036 | Time: 1932.21 ms [2021-05-04 05:05:33 main:581] : INFO : Epoch 1785 | loss: 0.0311068 | val_loss: 0.031222 | Time: 1884.28 ms [2021-05-04 05:05:34 main:581] : INFO : Epoch 1786 | loss: 0.0311066 | val_loss: 0.0312008 | Time: 1912.38 ms [2021-05-04 05:05:36 main:581] : INFO : Epoch 1787 | loss: 0.0311001 | val_loss: 0.031204 | Time: 1903.1 ms [2021-05-04 05:05:38 main:581] : INFO : Epoch 1788 | loss: 0.0311075 | val_loss: 0.0312024 | Time: 1896.77 ms [2021-05-04 05:05:40 main:581] : INFO : Epoch 1789 | loss: 0.031104 | val_loss: 0.0312003 | Time: 1756.29 ms [2021-05-04 05:05:42 main:581] : INFO : Epoch 1790 | loss: 0.031103 | val_loss: 0.0311899 | Time: 1879.39 ms [2021-05-04 05:05:44 main:581] : INFO : Epoch 1791 | loss: 0.0311012 | val_loss: 0.031193 | Time: 1864.75 ms [2021-05-04 05:05:46 main:581] : INFO : Epoch 1792 | loss: 0.0311008 | val_loss: 0.0311958 | Time: 1850.62 ms [2021-05-04 05:05:47 main:581] : INFO : Epoch 1793 | loss: 0.0310964 | val_loss: 0.0312017 | Time: 1839.05 ms [2021-05-04 05:05:49 main:581] : INFO : Epoch 1794 | loss: 0.0310981 | val_loss: 0.0311943 | Time: 1884.35 ms [2021-05-04 05:05:51 main:581] : INFO : Epoch 1795 | loss: 0.0310997 | val_loss: 0.0311967 | Time: 1797.2 ms [2021-05-04 05:05:53 main:581] : INFO : Epoch 1796 | loss: 0.0310992 | val_loss: 0.0311925 | Time: 1878.95 ms [2021-05-04 05:05:55 main:581] : INFO : Epoch 1797 | loss: 0.0310947 | val_loss: 0.0312018 | Time: 1883.89 ms [2021-05-04 05:05:57 main:581] : INFO : Epoch 1798 | loss: 0.0310986 | val_loss: 0.0311905 | Time: 1919.87 ms [2021-05-04 05:05:59 main:581] : INFO : Epoch 1799 | loss: 0.0311005 | val_loss: 0.0311899 | Time: 1842.58 ms [2021-05-04 05:06:01 main:581] : INFO : Epoch 1800 | loss: 0.0311073 | val_loss: 0.0312099 | Time: 1878.95 ms [2021-05-04 05:06:02 main:581] : INFO : Epoch 1801 | loss: 0.0311096 | val_loss: 0.0311824 | Time: 1934.54 ms [2021-05-04 05:06:04 main:581] : INFO : Epoch 1802 | loss: 0.0311014 | val_loss: 0.0311872 | Time: 1897.24 ms [2021-05-04 05:06:06 main:581] : INFO : Epoch 1803 | loss: 0.0310997 | val_loss: 0.0311898 | Time: 1906.43 ms [2021-05-04 05:06:08 main:581] : INFO : Epoch 1804 | loss: 0.0310997 | val_loss: 0.0311876 | Time: 1815.6 ms [2021-05-04 05:06:10 main:581] : INFO : Epoch 1805 | loss: 0.0310982 | val_loss: 0.031192 | Time: 1885.24 ms [2021-05-04 05:06:12 main:581] : INFO : Epoch 1806 | loss: 0.0310938 | val_loss: 0.0311914 | Time: 1874.37 ms [2021-05-04 05:06:14 main:581] : INFO : Epoch 1807 | loss: 0.0310963 | val_loss: 0.0311962 | Time: 1891.59 ms [2021-05-04 05:06:16 main:581] : INFO : Epoch 1808 | loss: 0.0310968 | val_loss: 0.0311931 | Time: 1898.39 ms [2021-05-04 05:06:18 main:581] : INFO : Epoch 1809 | loss: 0.0311041 | val_loss: 0.0311901 | Time: 1880.02 ms [2021-05-04 05:06:19 main:581] : INFO : Epoch 1810 | loss: 0.0310981 | val_loss: 0.0311991 | Time: 1887.36 ms [2021-05-04 05:06:21 main:581] : INFO : Epoch 1811 | loss: 0.0311012 | val_loss: 0.0311826 | Time: 1951.66 ms [2021-05-04 05:06:23 main:581] : INFO : Epoch 1812 | loss: 0.0311059 | val_loss: 0.0312144 | Time: 1905.75 ms [2021-05-04 05:06:25 main:581] : INFO : Epoch 1813 | loss: 0.0311052 | val_loss: 0.0311951 | Time: 1899.94 ms [2021-05-04 05:06:27 main:581] : INFO : Epoch 1814 | loss: 0.0310954 | val_loss: 0.0311899 | Time: 1893.64 ms [2021-05-04 05:06:29 main:581] : INFO : Epoch 1815 | loss: 0.0310972 | val_loss: 0.0311965 | Time: 1836.28 ms [2021-05-04 05:06:31 main:581] : INFO : Epoch 1816 | loss: 0.0310981 | val_loss: 0.0312101 | Time: 1901.78 ms [2021-05-04 05:06:33 main:581] : INFO : Epoch 1817 | loss: 0.0310935 | val_loss: 0.0312096 | Time: 1907.42 ms [2021-05-04 05:06:35 main:581] : INFO : Epoch 1818 | loss: 0.0310948 | val_loss: 0.0311873 | Time: 1899.06 ms [2021-05-04 05:06:36 main:581] : INFO : Epoch 1819 | loss: 0.0310976 | val_loss: 0.0312009 | Time: 1896.76 ms [2021-05-04 05:06:38 main:581] : INFO : Epoch 1820 | loss: 0.0311076 | val_loss: 0.0311802 | Time: 1904.04 ms [2021-05-04 05:06:40 main:581] : INFO : Epoch 1821 | loss: 0.0311038 | val_loss: 0.0311914 | Time: 1896.51 ms [2021-05-04 05:06:42 main:581] : INFO : Epoch 1822 | loss: 0.0310998 | val_loss: 0.0311882 | Time: 1873.12 ms [2021-05-04 05:06:44 main:581] : INFO : Epoch 1823 | loss: 0.0310986 | val_loss: 0.0311977 | Time: 1884.53 ms [2021-05-04 05:06:46 main:581] : INFO : Epoch 1824 | loss: 0.0310998 | val_loss: 0.0311939 | Time: 1887.34 ms [2021-05-04 05:06:48 main:581] : INFO : Epoch 1825 | loss: 0.0311046 | val_loss: 0.0312266 | Time: 1890.33 ms [2021-05-04 05:06:50 main:581] : INFO : Epoch 1826 | loss: 0.0310977 | val_loss: 0.03121 | Time: 1911.73 ms [2021-05-04 05:06:52 main:581] : INFO : Epoch 1827 | loss: 0.0310937 | val_loss: 0.0312034 | Time: 1898.17 ms [2021-05-04 05:06:54 main:581] : INFO : Epoch 1828 | loss: 0.0310944 | val_loss: 0.0311904 | Time: 1894.83 ms [2021-05-04 05:06:55 main:581] : INFO : Epoch 1829 | loss: 0.0310996 | val_loss: 0.031206 | Time: 1864.09 ms [2021-05-04 05:06:57 main:581] : INFO : Epoch 1830 | loss: 0.0311024 | val_loss: 0.0311975 | Time: 1836.4 ms [2021-05-04 05:06:59 main:581] : INFO : Epoch 1831 | loss: 0.0310994 | val_loss: 0.0311982 | Time: 1853.48 ms [2021-05-04 05:07:01 main:581] : INFO : Epoch 1832 | loss: 0.0310937 | val_loss: 0.0312022 | Time: 1934.46 ms [2021-05-04 05:07:03 main:581] : INFO : Epoch 1833 | loss: 0.0310941 | val_loss: 0.0312022 | Time: 1890.16 ms [2021-05-04 05:07:05 main:581] : INFO : Epoch 1834 | loss: 0.031088 | val_loss: 0.0311913 | Time: 1859.71 ms [2021-05-04 05:07:07 main:581] : INFO : Epoch 1835 | loss: 0.0310904 | val_loss: 0.0312095 | Time: 1845.68 ms [2021-05-04 05:07:09 main:581] : INFO : Epoch 1836 | loss: 0.0310921 | val_loss: 0.0311984 | Time: 1902.94 ms [2021-05-04 05:07:10 main:581] : INFO : Epoch 1837 | loss: 0.0310899 | val_loss: 0.0311985 | Time: 1857.49 ms [2021-05-04 05:07:12 main:581] : INFO : Epoch 1838 | loss: 0.0310948 | val_loss: 0.0312051 | Time: 1890.37 ms [2021-05-04 05:07:14 main:581] : INFO : Epoch 1839 | loss: 0.0310886 | val_loss: 0.031212 | Time: 1898.42 ms [2021-05-04 05:07:16 main:581] : INFO : Epoch 1840 | loss: 0.0310895 | val_loss: 0.0312086 | Time: 1890.99 ms [2021-05-04 05:07:18 main:581] : INFO : Epoch 1841 | loss: 0.0310978 | val_loss: 0.0312032 | Time: 1869.07 ms [2021-05-04 05:07:20 main:581] : INFO : Epoch 1842 | loss: 0.0310954 | val_loss: 0.0311994 | Time: 1879.92 ms [2021-05-04 05:07:22 main:581] : INFO : Epoch 1843 | loss: 0.0310983 | val_loss: 0.0311991 | Time: 1932.66 ms [2021-05-04 05:07:24 main:581] : INFO : Epoch 1844 | loss: 0.0310911 | val_loss: 0.0311946 | Time: 1897.86 ms [2021-05-04 05:07:26 main:581] : INFO : Epoch 1845 | loss: 0.0311005 | val_loss: 0.0312163 | Time: 1895.53 ms [2021-05-04 05:07:27 main:581] : INFO : Epoch 1846 | loss: 0.031115 | val_loss: 0.0311896 | Time: 1858.54 ms [2021-05-04 05:07:29 main:581] : INFO : Epoch 1847 | loss: 0.0311137 | val_loss: 0.0311848 | Time: 1891.85 ms [2021-05-04 05:07:31 main:581] : INFO : Epoch 1848 | loss: 0.0311023 | val_loss: 0.0311972 | Time: 1909.22 ms [2021-05-04 05:07:33 main:581] : INFO : Epoch 1849 | loss: 0.0310921 | val_loss: 0.0312002 | Time: 1870.92 ms [2021-05-04 05:07:35 main:581] : INFO : Epoch 1850 | loss: 0.0310888 | val_loss: 0.0312073 | Time: 1903.42 ms [2021-05-04 05:07:37 main:581] : INFO : Epoch 1851 | loss: 0.0310922 | val_loss: 0.031203 | Time: 1914.87 ms [2021-05-04 05:07:39 main:581] : INFO : Epoch 1852 | loss: 0.0310919 | val_loss: 0.0311983 | Time: 1888.86 ms [2021-05-04 05:07:41 main:581] : INFO : Epoch 1853 | loss: 0.0310949 | val_loss: 0.0311954 | Time: 1888.08 ms [2021-05-04 05:07:43 main:581] : INFO : Epoch 1854 | loss: 0.0310923 | val_loss: 0.0312005 | Time: 1888.01 ms [2021-05-04 05:07:44 main:581] : INFO : Epoch 1855 | loss: 0.0310896 | val_loss: 0.0312058 | Time: 1895.63 ms [2021-05-04 05:07:46 main:581] : INFO : Epoch 1856 | loss: 0.031092 | val_loss: 0.0312126 | Time: 1920.76 ms [2021-05-04 05:07:48 main:581] : INFO : Epoch 1857 | loss: 0.0310874 | val_loss: 0.031211 | Time: 1850.09 ms [2021-05-04 05:07:50 main:581] : INFO : Epoch 1858 | loss: 0.0310853 | val_loss: 0.031202 | Time: 1860 ms [2021-05-04 05:07:52 main:581] : INFO : Epoch 1859 | loss: 0.0310871 | val_loss: 0.0311922 | Time: 1892.53 ms [2021-05-04 05:07:54 main:581] : INFO : Epoch 1860 | loss: 0.0310897 | val_loss: 0.031204 | Time: 1844.26 ms [2021-05-04 05:07:56 main:581] : INFO : Epoch 1861 | loss: 0.0311003 | val_loss: 0.0312223 | Time: 1928.2 ms [2021-05-04 05:07:58 main:581] : INFO : Epoch 1862 | loss: 0.0310923 | val_loss: 0.0312159 | Time: 1943.83 ms [2021-05-04 05:08:00 main:581] : INFO : Epoch 1863 | loss: 0.0310895 | val_loss: 0.0311956 | Time: 1823.64 ms [2021-05-04 05:08:01 main:581] : INFO : Epoch 1864 | loss: 0.0310899 | val_loss: 0.0311924 | Time: 1927.99 ms [2021-05-04 05:08:03 main:581] : INFO : Epoch 1865 | loss: 0.0310901 | val_loss: 0.0312071 | Time: 1900.4 ms [2021-05-04 05:08:05 main:581] : INFO : Epoch 1866 | loss: 0.0310932 | val_loss: 0.0311888 | Time: 1888.64 ms [2021-05-04 05:08:07 main:581] : INFO : Epoch 1867 | loss: 0.0310894 | val_loss: 0.0311976 | Time: 1818.01 ms [2021-05-04 05:08:09 main:581] : INFO : Epoch 1868 | loss: 0.0310956 | val_loss: 0.0311907 | Time: 1899.28 ms [2021-05-04 05:08:11 main:581] : INFO : Epoch 1869 | loss: 0.0310916 | val_loss: 0.03121 | Time: 1902.37 ms [2021-05-04 05:08:13 main:581] : INFO : Epoch 1870 | loss: 0.0310923 | val_loss: 0.0311986 | Time: 1878.61 ms [2021-05-04 05:08:15 main:581] : INFO : Epoch 1871 | loss: 0.0310941 | val_loss: 0.0312178 | Time: 1885.62 ms [2021-05-04 05:08:17 main:581] : INFO : Epoch 1872 | loss: 0.0310883 | val_loss: 0.031198 | Time: 1894.18 ms [2021-05-04 05:08:18 main:581] : INFO : Epoch 1873 | loss: 0.0310868 | val_loss: 0.0312063 | Time: 1864.64 ms [2021-05-04 05:08:20 main:581] : INFO : Epoch 1874 | loss: 0.0310874 | val_loss: 0.0311978 | Time: 1917.71 ms [2021-05-04 05:08:22 main:581] : INFO : Epoch 1875 | loss: 0.0310858 | val_loss: 0.0312051 | Time: 1911.95 ms [2021-05-04 05:08:24 main:581] : INFO : Epoch 1876 | loss: 0.0310869 | val_loss: 0.0311986 | Time: 1885.92 ms [2021-05-04 05:08:26 main:581] : INFO : Epoch 1877 | loss: 0.0310897 | val_loss: 0.0312138 | Time: 1932.94 ms [2021-05-04 05:08:28 main:581] : INFO : Epoch 1878 | loss: 0.0310856 | val_loss: 0.0311971 | Time: 1852.43 ms [2021-05-04 05:08:30 main:581] : INFO : Epoch 1879 | loss: 0.031083 | val_loss: 0.0311967 | Time: 1860.14 ms [2021-05-04 05:08:32 main:581] : INFO : Epoch 1880 | loss: 0.0310856 | val_loss: 0.0312202 | Time: 1878.98 ms [2021-05-04 05:08:33 main:581] : INFO : Epoch 1881 | loss: 0.0310887 | val_loss: 0.0312128 | Time: 1850.76 ms [2021-05-04 05:08:35 main:581] : INFO : Epoch 1882 | loss: 0.0310908 | val_loss: 0.031212 | Time: 1880.82 ms [2021-05-04 05:08:37 main:581] : INFO : Epoch 1883 | loss: 0.0310916 | val_loss: 0.0312038 | Time: 1883.24 ms [2021-05-04 05:08:39 main:581] : INFO : Epoch 1884 | loss: 0.0311036 | val_loss: 0.0311944 | Time: 1898.09 ms [2021-05-04 05:08:41 main:581] : INFO : Epoch 1885 | loss: 0.0310989 | val_loss: 0.0311928 | Time: 1894.86 ms [2021-05-04 05:08:43 main:581] : INFO : Epoch 1886 | loss: 0.0311008 | val_loss: 0.0312016 | Time: 1915.04 ms [2021-05-04 05:08:45 main:581] : INFO : Epoch 1887 | loss: 0.0310921 | val_loss: 0.0312006 | Time: 1887.08 ms [2021-05-04 05:08:47 main:581] : INFO : Epoch 1888 | loss: 0.0310977 | val_loss: 0.0311942 | Time: 1888.84 ms [2021-05-04 05:08:49 main:581] : INFO : Epoch 1889 | loss: 0.0310939 | val_loss: 0.031205 | Time: 1875.2 ms [2021-05-04 05:08:50 main:581] : INFO : Epoch 1890 | loss: 0.0310891 | val_loss: 0.0312195 | Time: 1869 ms [2021-05-04 05:08:52 main:581] : INFO : Epoch 1891 | loss: 0.0310929 | val_loss: 0.0312092 | Time: 1877.88 ms [2021-05-04 05:08:54 main:581] : INFO : Epoch 1892 | loss: 0.0310865 | val_loss: 0.0312036 | Time: 1902.79 ms [2021-05-04 05:08:56 main:581] : INFO : Epoch 1893 | loss: 0.0310839 | val_loss: 0.0312062 | Time: 1905.07 ms [2021-05-04 05:08:58 main:581] : INFO : Epoch 1894 | loss: 0.0310867 | val_loss: 0.0311987 | Time: 1840.23 ms [2021-05-04 05:09:00 main:581] : INFO : Epoch 1895 | loss: 0.0310897 | val_loss: 0.0312073 | Time: 1808.71 ms [2021-05-04 05:09:02 main:581] : INFO : Epoch 1896 | loss: 0.0310881 | val_loss: 0.0312063 | Time: 1922.75 ms [2021-05-04 05:09:04 main:581] : INFO : Epoch 1897 | loss: 0.031093 | val_loss: 0.031203 | Time: 1870.22 ms [2021-05-04 05:09:06 main:581] : INFO : Epoch 1898 | loss: 0.03109 | val_loss: 0.0312112 | Time: 1932.36 ms [2021-05-04 05:09:07 main:581] : INFO : Epoch 1899 | loss: 0.0310869 | val_loss: 0.031205 | Time: 1886.21 ms [2021-05-04 05:09:09 main:581] : INFO : Epoch 1900 | loss: 0.0310837 | val_loss: 0.0312092 | Time: 1895.03 ms [2021-05-04 05:09:11 main:581] : INFO : Epoch 1901 | loss: 0.0310912 | val_loss: 0.0311994 | Time: 1909.65 ms [2021-05-04 05:09:13 main:581] : INFO : Epoch 1902 | loss: 0.0310875 | val_loss: 0.031201 | Time: 1866.17 ms [2021-05-04 05:09:15 main:581] : INFO : Epoch 1903 | loss: 0.0310846 | val_loss: 0.0312021 | Time: 1830.86 ms [2021-05-04 05:09:17 main:581] : INFO : Epoch 1904 | loss: 0.0310823 | val_loss: 0.0312156 | Time: 1869.68 ms [2021-05-04 05:09:19 main:581] : INFO : Epoch 1905 | loss: 0.0310788 | val_loss: 0.0311935 | Time: 1865.38 ms [2021-05-04 05:09:21 main:581] : INFO : Epoch 1906 | loss: 0.0310795 | val_loss: 0.0312128 | Time: 1880.68 ms [2021-05-04 05:09:22 main:581] : INFO : Epoch 1907 | loss: 0.0310892 | val_loss: 0.0312098 | Time: 1867.93 ms [2021-05-04 05:09:24 main:581] : INFO : Epoch 1908 | loss: 0.0311 | val_loss: 0.0312167 | Time: 1903.78 ms [2021-05-04 05:09:26 main:581] : INFO : Epoch 1909 | loss: 0.0310923 | val_loss: 0.0311955 | Time: 1925.93 ms [2021-05-04 05:09:28 main:581] : INFO : Epoch 1910 | loss: 0.0310878 | val_loss: 0.0312023 | Time: 1868.22 ms [2021-05-04 05:09:30 main:581] : INFO : Epoch 1911 | loss: 0.0310831 | val_loss: 0.0311969 | Time: 1890.17 ms [2021-05-04 05:09:32 main:581] : INFO : Epoch 1912 | loss: 0.0310751 | val_loss: 0.0312094 | Time: 1913.59 ms [2021-05-04 05:09:34 main:581] : INFO : Epoch 1913 | loss: 0.0310791 | val_loss: 0.0311976 | Time: 1895.87 ms [2021-05-04 05:09:36 main:581] : INFO : Epoch 1914 | loss: 0.031085 | val_loss: 0.0312083 | Time: 1920.45 ms [2021-05-04 05:09:38 main:581] : INFO : Epoch 1915 | loss: 0.0310832 | val_loss: 0.0311925 | Time: 1902.16 ms [2021-05-04 05:09:40 main:581] : INFO : Epoch 1916 | loss: 0.0310826 | val_loss: 0.0312077 | Time: 1896.27 ms [2021-05-04 05:09:41 main:581] : INFO : Epoch 1917 | loss: 0.0310799 | val_loss: 0.0312076 | Time: 1909.91 ms [2021-05-04 05:09:43 main:581] : INFO : Epoch 1918 | loss: 0.0310811 | val_loss: 0.0311863 | Time: 1892.3 ms [2021-05-04 05:09:45 main:581] : INFO : Epoch 1919 | loss: 0.0310846 | val_loss: 0.0312041 | Time: 1881.96 ms [2021-05-04 05:09:47 main:581] : INFO : Epoch 1920 | loss: 0.0310803 | val_loss: 0.0312095 | Time: 1894.09 ms [2021-05-04 05:09:49 main:581] : INFO : Epoch 1921 | loss: 0.0310788 | val_loss: 0.0312007 | Time: 1885.9 ms [2021-05-04 05:09:51 main:581] : INFO : Epoch 1922 | loss: 0.0310837 | val_loss: 0.0312185 | Time: 1849.32 ms [2021-05-04 05:09:53 main:581] : INFO : Epoch 1923 | loss: 0.0310847 | val_loss: 0.0312079 | Time: 1881.13 ms [2021-05-04 05:09:55 main:581] : INFO : Epoch 1924 | loss: 0.0310876 | val_loss: 0.0312122 | Time: 1881.56 ms [2021-05-04 05:09:56 main:581] : INFO : Epoch 1925 | loss: 0.0310913 | val_loss: 0.0312055 | Time: 1887.49 ms [2021-05-04 05:09:58 main:581] : INFO : Epoch 1926 | loss: 0.0310781 | val_loss: 0.0312169 | Time: 1888 ms [2021-05-04 05:10:00 main:581] : INFO : Epoch 1927 | loss: 0.0310813 | val_loss: 0.0312158 | Time: 1897.9 ms [2021-05-04 05:10:02 main:581] : INFO : Epoch 1928 | loss: 0.0310817 | val_loss: 0.0311944 | Time: 1882.33 ms [2021-05-04 05:10:04 main:581] : INFO : Epoch 1929 | loss: 0.0310817 | val_loss: 0.0311988 | Time: 1907.02 ms [2021-05-04 05:10:06 main:581] : INFO : Epoch 1930 | loss: 0.0310788 | val_loss: 0.0312015 | Time: 1918.48 ms [2021-05-04 05:10:08 main:581] : INFO : Epoch 1931 | loss: 0.0310767 | val_loss: 0.0312179 | Time: 1904.71 ms [2021-05-04 05:10:10 main:581] : INFO : Epoch 1932 | loss: 0.0310754 | val_loss: 0.0312102 | Time: 1893.56 ms [2021-05-04 05:10:12 main:581] : INFO : Epoch 1933 | loss: 0.0310768 | val_loss: 0.0312094 | Time: 1941.31 ms [2021-05-04 05:10:14 main:581] : INFO : Epoch 1934 | loss: 0.0310788 | val_loss: 0.0312185 | Time: 1872.84 ms [2021-05-04 05:10:16 main:581] : INFO : Epoch 1935 | loss: 0.0310826 | val_loss: 0.0312049 | Time: 1926.18 ms [2021-05-04 05:10:17 main:581] : INFO : Epoch 1936 | loss: 0.031077 | val_loss: 0.0312052 | Time: 1883.84 ms [2021-05-04 05:10:19 main:581] : INFO : Epoch 1937 | loss: 0.0310823 | val_loss: 0.0312069 | Time: 1881.87 ms [2021-05-04 05:10:21 main:581] : INFO : Epoch 1938 | loss: 0.031084 | val_loss: 0.0312085 | Time: 1911.76 ms [2021-05-04 05:10:23 main:581] : INFO : Epoch 1939 | loss: 0.031081 | val_loss: 0.0311977 | Time: 1883.55 ms [2021-05-04 05:10:25 main:581] : INFO : Epoch 1940 | loss: 0.0310742 | val_loss: 0.0312056 | Time: 1880.61 ms [2021-05-04 05:10:27 main:581] : INFO : Epoch 1941 | loss: 0.031076 | val_loss: 0.0312062 | Time: 1942.94 ms [2021-05-04 05:10:29 main:581] : INFO : Epoch 1942 | loss: 0.0310731 | val_loss: 0.0312061 | Time: 1896.8 ms [2021-05-04 05:10:31 main:581] : INFO : Epoch 1943 | loss: 0.031073 | val_loss: 0.031204 | Time: 1904.85 ms [2021-05-04 05:10:33 main:581] : INFO : Epoch 1944 | loss: 0.0310701 | val_loss: 0.031233 | Time: 1931.28 ms [2021-05-04 05:10:35 main:581] : INFO : Epoch 1945 | loss: 0.0310689 | val_loss: 0.0312054 | Time: 1882.63 ms [2021-05-04 05:10:36 main:581] : INFO : Epoch 1946 | loss: 0.0310706 | val_loss: 0.0312107 | Time: 1890.55 ms [2021-05-04 05:10:38 main:581] : INFO : Epoch 1947 | loss: 0.0310743 | val_loss: 0.0312006 | Time: 1889.58 ms [2021-05-04 05:10:40 main:581] : INFO : Epoch 1948 | loss: 0.0310751 | val_loss: 0.031213 | Time: 1910.41 ms [2021-05-04 05:10:42 main:581] : INFO : Epoch 1949 | loss: 0.0310816 | val_loss: 0.0311919 | Time: 1888.28 ms [2021-05-04 05:10:44 main:581] : INFO : Epoch 1950 | loss: 0.0310869 | val_loss: 0.0312101 | Time: 1892.7 ms [2021-05-04 05:10:46 main:581] : INFO : Epoch 1951 | loss: 0.0310793 | val_loss: 0.0312109 | Time: 1889.62 ms [2021-05-04 05:10:48 main:581] : INFO : Epoch 1952 | loss: 0.0310817 | val_loss: 0.0312102 | Time: 1855 ms [2021-05-04 05:10:50 main:581] : INFO : Epoch 1953 | loss: 0.0310727 | val_loss: 0.0312153 | Time: 1905.79 ms [2021-05-04 05:10:52 main:581] : INFO : Epoch 1954 | loss: 0.0310811 | val_loss: 0.0312072 | Time: 1901.45 ms [2021-05-04 05:10:53 main:581] : INFO : Epoch 1955 | loss: 0.0310866 | val_loss: 0.0312216 | Time: 1901.62 ms [2021-05-04 05:10:55 main:581] : INFO : Epoch 1956 | loss: 0.0310806 | val_loss: 0.0312135 | Time: 1922.26 ms [2021-05-04 05:10:57 main:581] : INFO : Epoch 1957 | loss: 0.0310755 | val_loss: 0.0312005 | Time: 1890.93 ms [2021-05-04 05:10:59 main:581] : INFO : Epoch 1958 | loss: 0.0310737 | val_loss: 0.0312234 | Time: 1884.96 ms [2021-05-04 05:11:01 main:581] : INFO : Epoch 1959 | loss: 0.0310736 | val_loss: 0.0312124 | Time: 1867.92 ms [2021-05-04 05:11:03 main:581] : INFO : Epoch 1960 | loss: 0.0310777 | val_loss: 0.0312343 | Time: 1866.85 ms [2021-05-04 05:11:05 main:581] : INFO : Epoch 1961 | loss: 0.0310768 | val_loss: 0.0312104 | Time: 1897.29 ms [2021-05-04 05:11:07 main:581] : INFO : Epoch 1962 | loss: 0.0310847 | val_loss: 0.0311859 | Time: 1850.35 ms [2021-05-04 05:11:09 main:581] : INFO : Epoch 1963 | loss: 0.0310874 | val_loss: 0.031207 | Time: 1893.05 ms [2021-05-04 05:11:10 main:581] : INFO : Epoch 1964 | loss: 0.031081 | val_loss: 0.0312096 | Time: 1893.84 ms [2021-05-04 05:11:12 main:581] : INFO : Epoch 1965 | loss: 0.0310729 | val_loss: 0.0312004 | Time: 1893.97 ms [2021-05-04 05:11:14 main:581] : INFO : Epoch 1966 | loss: 0.0310907 | val_loss: 0.0312178 | Time: 1824.52 ms [2021-05-04 05:11:16 main:581] : INFO : Epoch 1967 | loss: 0.0310868 | val_loss: 0.0311982 | Time: 1889.99 ms [2021-05-04 05:11:18 main:581] : INFO : Epoch 1968 | loss: 0.0310845 | val_loss: 0.0312284 | Time: 1895.75 ms [2021-05-04 05:11:20 main:581] : INFO : Epoch 1969 | loss: 0.0310875 | val_loss: 0.0311949 | Time: 1916.95 ms [2021-05-04 05:11:22 main:581] : INFO : Epoch 1970 | loss: 0.0310846 | val_loss: 0.0311932 | Time: 1887.06 ms [2021-05-04 05:11:24 main:581] : INFO : Epoch 1971 | loss: 0.0310895 | val_loss: 0.031218 | Time: 1890.55 ms [2021-05-04 05:11:25 main:581] : INFO : Epoch 1972 | loss: 0.0310814 | val_loss: 0.0312158 | Time: 1890.78 ms [2021-05-04 05:11:27 main:581] : INFO : Epoch 1973 | loss: 0.0310783 | val_loss: 0.0312074 | Time: 1901.97 ms [2021-05-04 05:11:29 main:581] : INFO : Epoch 1974 | loss: 0.0310772 | val_loss: 0.0312072 | Time: 1889.87 ms [2021-05-04 05:11:31 main:581] : INFO : Epoch 1975 | loss: 0.0310765 | val_loss: 0.031219 | Time: 1894.78 ms [2021-05-04 05:11:33 main:581] : INFO : Epoch 1976 | loss: 0.0310777 | val_loss: 0.0312053 | Time: 1890.1 ms [2021-05-04 05:11:35 main:581] : INFO : Epoch 1977 | loss: 0.0310772 | val_loss: 0.0312058 | Time: 1925.65 ms [2021-05-04 05:11:37 main:581] : INFO : Epoch 1978 | loss: 0.0310713 | val_loss: 0.0312054 | Time: 1912.91 ms [2021-05-04 05:11:39 main:581] : INFO : Epoch 1979 | loss: 0.0310701 | val_loss: 0.0312179 | Time: 1895.45 ms [2021-05-04 05:11:41 main:581] : INFO : Epoch 1980 | loss: 0.0310699 | val_loss: 0.031217 | Time: 1929.96 ms [2021-05-04 05:11:43 main:581] : INFO : Epoch 1981 | loss: 0.0310797 | val_loss: 0.0312106 | Time: 1898.64 ms [2021-05-04 05:11:45 main:581] : INFO : Epoch 1982 | loss: 0.0311018 | val_loss: 0.0311905 | Time: 1906.61 ms [2021-05-04 05:11:46 main:581] : INFO : Epoch 1983 | loss: 0.0310907 | val_loss: 0.0311956 | Time: 1906.87 ms [2021-05-04 05:11:48 main:581] : INFO : Epoch 1984 | loss: 0.0310799 | val_loss: 0.0312161 | Time: 1915.61 ms [2021-05-04 05:11:50 main:581] : INFO : Epoch 1985 | loss: 0.0310791 | val_loss: 0.0311969 | Time: 1927.42 ms [2021-05-04 05:11:52 main:581] : INFO : Epoch 1986 | loss: 0.0310784 | val_loss: 0.0311862 | Time: 1896.43 ms [2021-05-04 05:11:54 main:581] : INFO : Epoch 1987 | loss: 0.0310768 | val_loss: 0.0312159 | Time: 1909.59 ms [2021-05-04 05:11:56 main:581] : INFO : Epoch 1988 | loss: 0.0310781 | val_loss: 0.031211 | Time: 1889.38 ms [2021-05-04 05:11:58 main:581] : INFO : Epoch 1989 | loss: 0.0310766 | val_loss: 0.0311986 | Time: 1849.53 ms [2021-05-04 05:12:00 main:581] : INFO : Epoch 1990 | loss: 0.0310754 | val_loss: 0.0312045 | Time: 1908.43 ms [2021-05-04 05:12:02 main:581] : INFO : Epoch 1991 | loss: 0.0310763 | val_loss: 0.031225 | Time: 1906.98 ms [2021-05-04 05:12:04 main:581] : INFO : Epoch 1992 | loss: 0.031074 | val_loss: 0.0312052 | Time: 1914.32 ms [2021-05-04 05:12:05 main:581] : INFO : Epoch 1993 | loss: 0.0310799 | val_loss: 0.0312078 | Time: 1856.39 ms [2021-05-04 05:12:07 main:581] : INFO : Epoch 1994 | loss: 0.0310739 | val_loss: 0.0311927 | Time: 1905.94 ms [2021-05-04 05:12:09 main:581] : INFO : Epoch 1995 | loss: 0.0310777 | val_loss: 0.0312159 | Time: 1886.94 ms [2021-05-04 05:12:11 main:581] : INFO : Epoch 1996 | loss: 0.0310845 | val_loss: 0.0312061 | Time: 1874.52 ms [2021-05-04 05:12:13 main:581] : INFO : Epoch 1997 | loss: 0.0310777 | val_loss: 0.0312103 | Time: 1881.46 ms [2021-05-04 05:12:15 main:581] : INFO : Epoch 1998 | loss: 0.0310689 | val_loss: 0.0312068 | Time: 1889.14 ms [2021-05-04 05:12:17 main:581] : INFO : Epoch 1999 | loss: 0.0310685 | val_loss: 0.0312233 | Time: 1864.2 ms [2021-05-04 05:12:19 main:581] : INFO : Epoch 2000 | loss: 0.031071 | val_loss: 0.0312253 | Time: 1887.35 ms [2021-05-04 05:12:20 main:581] : INFO : Epoch 2001 | loss: 0.0310722 | val_loss: 0.0312213 | Time: 1827.06 ms [2021-05-04 05:12:22 main:581] : INFO : Epoch 2002 | loss: 0.0310731 | val_loss: 0.0312189 | Time: 1769.64 ms [2021-05-04 05:12:24 main:581] : INFO : Epoch 2003 | loss: 0.0310697 | val_loss: 0.0312332 | Time: 1858.88 ms [2021-05-04 05:12:26 main:581] : INFO : Epoch 2004 | loss: 0.0310721 | val_loss: 0.0312176 | Time: 1909.99 ms [2021-05-04 05:12:28 main:581] : INFO : Epoch 2005 | loss: 0.0310725 | val_loss: 0.0312033 | Time: 1948.74 ms [2021-05-04 05:12:30 main:581] : INFO : Epoch 2006 | loss: 0.0310765 | val_loss: 0.0311959 | Time: 1877.73 ms [2021-05-04 05:12:32 main:581] : INFO : Epoch 2007 | loss: 0.0310789 | val_loss: 0.0312041 | Time: 1894.34 ms [2021-05-04 05:12:34 main:581] : INFO : Epoch 2008 | loss: 0.0310833 | val_loss: 0.0312057 | Time: 1895.79 ms [2021-05-04 05:12:35 main:581] : INFO : Epoch 2009 | loss: 0.031072 | val_loss: 0.0312218 | Time: 1887.72 ms [2021-05-04 05:12:37 main:581] : INFO : Epoch 2010 | loss: 0.0310688 | val_loss: 0.0312102 | Time: 1863.72 ms [2021-05-04 05:12:39 main:581] : INFO : Epoch 2011 | loss: 0.0310698 | val_loss: 0.0312236 | Time: 1936.64 ms [2021-05-04 05:12:41 main:581] : INFO : Epoch 2012 | loss: 0.031078 | val_loss: 0.0312115 | Time: 1912.32 ms [2021-05-04 05:12:43 main:581] : INFO : Epoch 2013 | loss: 0.031073 | val_loss: 0.031203 | Time: 1894.38 ms [2021-05-04 05:12:45 main:581] : INFO : Epoch 2014 | loss: 0.0310768 | val_loss: 0.0312117 | Time: 1938.44 ms [2021-05-04 05:12:47 main:581] : INFO : Epoch 2015 | loss: 0.0310861 | val_loss: 0.031211 | Time: 1964.49 ms [2021-05-04 05:12:49 main:581] : INFO : Epoch 2016 | loss: 0.031086 | val_loss: 0.0312151 | Time: 1956.37 ms [2021-05-04 05:12:51 main:581] : INFO : Epoch 2017 | loss: 0.0310742 | val_loss: 0.0312112 | Time: 1911.77 ms [2021-05-04 05:12:53 main:581] : INFO : Epoch 2018 | loss: 0.0310747 | val_loss: 0.0312231 | Time: 1917.41 ms [2021-05-04 05:12:55 main:581] : INFO : Epoch 2019 | loss: 0.031081 | val_loss: 0.0312074 | Time: 1929.53 ms [2021-05-04 05:12:57 main:581] : INFO : Epoch 2020 | loss: 0.0310772 | val_loss: 0.0312055 | Time: 1953.44 ms [2021-05-04 05:12:59 main:581] : INFO : Epoch 2021 | loss: 0.0310679 | val_loss: 0.0312113 | Time: 1966.83 ms [2021-05-04 05:13:01 main:581] : INFO : Epoch 2022 | loss: 0.0310684 | val_loss: 0.0312103 | Time: 1955.4 ms [2021-05-04 05:13:03 main:581] : INFO : Epoch 2023 | loss: 0.0310699 | val_loss: 0.0312297 | Time: 1928.44 ms [2021-05-04 05:13:04 main:581] : INFO : Epoch 2024 | loss: 0.0310681 | val_loss: 0.031205 | Time: 1933.34 ms [2021-05-04 05:13:06 main:581] : INFO : Epoch 2025 | loss: 0.0310643 | val_loss: 0.0312231 | Time: 1913.79 ms [2021-05-04 05:13:08 main:581] : INFO : Epoch 2026 | loss: 0.0310721 | val_loss: 0.0312094 | Time: 1831.81 ms [2021-05-04 05:13:10 main:581] : INFO : Epoch 2027 | loss: 0.031071 | val_loss: 0.0312015 | Time: 1956.36 ms [2021-05-04 05:13:12 main:581] : INFO : Epoch 2028 | loss: 0.0310679 | val_loss: 0.0312205 | Time: 1915.33 ms [2021-05-04 05:13:14 main:581] : INFO : Epoch 2029 | loss: 0.0310704 | val_loss: 0.0312119 | Time: 1947.87 ms [2021-05-04 05:13:16 main:581] : INFO : Epoch 2030 | loss: 0.0310694 | val_loss: 0.0312123 | Time: 1945.65 ms [2021-05-04 05:13:18 main:581] : INFO : Epoch 2031 | loss: 0.0310702 | val_loss: 0.031209 | Time: 1910.52 ms [2021-05-04 05:13:20 main:581] : INFO : Epoch 2032 | loss: 0.0310683 | val_loss: 0.0312194 | Time: 1923.15 ms [2021-05-04 05:13:22 main:581] : INFO : Epoch 2033 | loss: 0.0310694 | val_loss: 0.0312293 | Time: 1825.05 ms [2021-05-04 05:13:24 main:581] : INFO : Epoch 2034 | loss: 0.0310665 | val_loss: 0.0312235 | Time: 1902.14 ms [2021-05-04 05:13:25 main:581] : INFO : Epoch 2035 | loss: 0.0310822 | val_loss: 0.0311978 | Time: 1902.92 ms [2021-05-04 05:13:27 main:581] : INFO : Epoch 2036 | loss: 0.0310783 | val_loss: 0.0312061 | Time: 1895.93 ms [2021-05-04 05:13:29 main:581] : INFO : Epoch 2037 | loss: 0.0310704 | val_loss: 0.031202 | Time: 1924.86 ms [2021-05-04 05:13:31 main:581] : INFO : Epoch 2038 | loss: 0.0310723 | val_loss: 0.0312182 | Time: 1896.94 ms [2021-05-04 05:13:33 main:581] : INFO : Epoch 2039 | loss: 0.0310645 | val_loss: 0.0312182 | Time: 1861.69 ms [2021-05-04 05:13:35 main:581] : INFO : Epoch 2040 | loss: 0.0310724 | val_loss: 0.0312185 | Time: 1928.63 ms [2021-05-04 05:13:37 main:581] : INFO : Epoch 2041 | loss: 0.031081 | val_loss: 0.0311896 | Time: 1906.83 ms [2021-05-04 05:13:39 main:581] : INFO : Epoch 2042 | loss: 0.0310758 | val_loss: 0.0312186 | Time: 1857.67 ms [2021-05-04 05:13:41 main:581] : INFO : Epoch 2043 | loss: 0.0310755 | val_loss: 0.0312 | Time: 1893.05 ms [2021-05-04 05:13:42 main:581] : INFO : Epoch 2044 | loss: 0.031066 | val_loss: 0.0312106 | Time: 1850.11 ms [2021-05-04 05:13:44 main:581] : INFO : Epoch 2045 | loss: 0.031075 | val_loss: 0.0312048 | Time: 1906.14 ms [2021-05-04 05:13:46 main:581] : INFO : Epoch 2046 | loss: 0.0310715 | val_loss: 0.0312232 | Time: 1927.17 ms [2021-05-04 05:13:48 main:581] : INFO : Epoch 2047 | loss: 0.0310968 | val_loss: 0.0311819 | Time: 1898.17 ms [2021-05-04 05:13:50 main:581] : INFO : Epoch 2048 | loss: 0.0311177 | val_loss: 0.0311816 | Time: 1882.09 ms [2021-05-04 05:13:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311816 [2021-05-04 05:13:50 main:610] : INFO : Saving end state to config to file [2021-05-04 05:13:50 main:615] : INFO : Success, exiting.. 05:13:50 (3305993): 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)