Task 3745475
| Name | ParityModified-1611091205-27500-2_0 |
| Workunit | 1924757 |
| Created | 20 Jan 2021, 20:51:25 UTC |
| Sent | 21 Jan 2021, 17:48:44 UTC |
| Report deadline | 28 Jan 2021, 17:48:44 UTC |
| Received | 21 Jan 2021, 20:01:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 6 min 10 sec |
| CPU time | 1 hours 3 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0310634 | val_loss: 0.0310598 | Time: 1989.73 ms [2021-01-21 10:43:47 main:574] : INFO : Epoch 1543 | loss: 0.031046 | val_loss: 0.0310412 | Time: 1874.99 ms [2021-01-21 10:43:49 main:574] : INFO : Epoch 1544 | loss: 0.0310276 | val_loss: 0.0310297 | Time: 1908.63 ms [2021-01-21 10:43:50 main:574] : INFO : Epoch 1545 | loss: 0.031084 | val_loss: 0.0311329 | Time: 1870.43 ms [2021-01-21 10:43:52 main:574] : INFO : Epoch 1546 | loss: 0.0311061 | val_loss: 0.0310856 | Time: 1847.11 ms [2021-01-21 10:43:54 main:574] : INFO : Epoch 1547 | loss: 0.0310619 | val_loss: 0.0310508 | Time: 1923.85 ms [2021-01-21 10:43:56 main:574] : INFO : Epoch 1548 | loss: 0.0310516 | val_loss: 0.0310556 | Time: 1877.14 ms [2021-01-21 10:43:58 main:574] : INFO : Epoch 1549 | loss: 0.0310475 | val_loss: 0.0310469 | Time: 1911.62 ms [2021-01-21 10:44:00 main:574] : INFO : Epoch 1550 | loss: 0.0310381 | val_loss: 0.0310397 | Time: 1847.85 ms [2021-01-21 10:44:02 main:574] : INFO : Epoch 1551 | loss: 0.0310294 | val_loss: 0.0310366 | Time: 1915.97 ms [2021-01-21 10:44:04 main:574] : INFO : Epoch 1552 | loss: 0.0310319 | val_loss: 0.031039 | Time: 1894.64 ms [2021-01-21 10:44:06 main:574] : INFO : Epoch 1553 | loss: 0.0310214 | val_loss: 0.0310318 | Time: 1886.15 ms [2021-01-21 10:44:08 main:574] : INFO : Epoch 1554 | loss: 0.0310196 | val_loss: 0.0310279 | Time: 1955.4 ms [2021-01-21 10:44:09 main:574] : INFO : Epoch 1555 | loss: 0.0310172 | val_loss: 0.0310285 | Time: 1899.7 ms [2021-01-21 10:44:11 main:574] : INFO : Epoch 1556 | loss: 0.0310198 | val_loss: 0.0310233 | Time: 1920.96 ms [2021-01-21 10:44:13 main:574] : INFO : Epoch 1557 | loss: 0.0310113 | val_loss: 0.0310219 | Time: 1847.87 ms [2021-01-21 10:44:15 main:574] : INFO : Epoch 1558 | loss: 0.0310131 | val_loss: 0.0310463 | Time: 1867.48 ms [2021-01-21 10:44:17 main:574] : INFO : Epoch 1559 | loss: 0.0310251 | val_loss: 0.0310336 | Time: 1913.51 ms [2021-01-21 10:44:19 main:574] : INFO : Epoch 1560 | loss: 0.0310139 | val_loss: 0.0310291 | Time: 1963.14 ms [2021-01-21 10:44:21 main:574] : INFO : Epoch 1561 | loss: 0.0310153 | val_loss: 0.0310885 | Time: 1871.6 ms [2021-01-21 10:44:23 main:574] : INFO : Epoch 1562 | loss: 0.0311165 | val_loss: 0.031102 | Time: 2042.51 ms [2021-01-21 10:44:25 main:574] : INFO : Epoch 1563 | loss: 0.0310699 | val_loss: 0.0310462 | Time: 1887.23 ms [2021-01-21 10:44:27 main:574] : INFO : Epoch 1564 | loss: 0.0310546 | val_loss: 0.0310552 | Time: 1894.84 ms [2021-01-21 10:44:29 main:574] : INFO : Epoch 1565 | loss: 0.0310527 | val_loss: 0.0310588 | Time: 2024.31 ms [2021-01-21 10:44:31 main:574] : INFO : Epoch 1566 | loss: 0.0310434 | val_loss: 0.0310491 | Time: 1997.61 ms [2021-01-21 10:44:33 main:574] : INFO : Epoch 1567 | loss: 0.0310358 | val_loss: 0.0310391 | Time: 1957.5 ms [2021-01-21 10:44:35 main:574] : INFO : Epoch 1568 | loss: 0.0310258 | val_loss: 0.0310385 | Time: 2015.31 ms [2021-01-21 10:44:37 main:574] : INFO : Epoch 1569 | loss: 0.0310225 | val_loss: 0.0310286 | Time: 2015.43 ms [2021-01-21 10:44:39 main:574] : INFO : Epoch 1570 | loss: 0.0310137 | val_loss: 0.0310248 | Time: 1887.79 ms [2021-01-21 10:44:41 main:574] : INFO : Epoch 1571 | loss: 0.0310111 | val_loss: 0.0310186 | Time: 1947.86 ms [2021-01-21 10:44:43 main:574] : INFO : Epoch 1572 | loss: 0.031008 | val_loss: 0.0310202 | Time: 1905.76 ms [2021-01-21 10:44:45 main:574] : INFO : Epoch 1573 | loss: 0.0310054 | val_loss: 0.0310197 | Time: 2032.8 ms [2021-01-21 10:44:47 main:574] : INFO : Epoch 1574 | loss: 0.0310055 | val_loss: 0.0310252 | Time: 2073.56 ms [2021-01-21 10:44:49 main:574] : INFO : Epoch 1575 | loss: 0.0310083 | val_loss: 0.0310269 | Time: 1934.03 ms [2021-01-21 10:44:51 main:574] : INFO : Epoch 1576 | loss: 0.0310048 | val_loss: 0.0310214 | Time: 1960.34 ms [2021-01-21 10:44:53 main:574] : INFO : Epoch 1577 | loss: 0.031002 | val_loss: 0.0310159 | Time: 1890.46 ms [2021-01-21 10:44:55 main:574] : INFO : Epoch 1578 | loss: 0.0310013 | val_loss: 0.0310303 | Time: 1866.76 ms [2021-01-21 10:44:56 main:574] : INFO : Epoch 1579 | loss: 0.0310242 | val_loss: 0.0310251 | Time: 1928.02 ms [2021-01-21 10:44:58 main:574] : INFO : Epoch 1580 | loss: 0.0310212 | val_loss: 0.0310439 | Time: 1851.61 ms [2021-01-21 10:45:00 main:574] : INFO : Epoch 1581 | loss: 0.0310317 | val_loss: 0.0310233 | Time: 1874.76 ms [2021-01-21 10:45:02 main:574] : INFO : Epoch 1582 | loss: 0.0310144 | val_loss: 0.0310283 | Time: 1967.15 ms [2021-01-21 10:45:04 main:574] : INFO : Epoch 1583 | loss: 0.03101 | val_loss: 0.0310185 | Time: 1925.47 ms [2021-01-21 10:45:06 main:574] : INFO : Epoch 1584 | loss: 0.0310077 | val_loss: 0.0310233 | Time: 1867.2 ms [2021-01-21 10:45:08 main:574] : INFO : Epoch 1585 | loss: 0.0311024 | val_loss: 0.0311635 | Time: 1895.83 ms [2021-01-21 10:45:10 main:574] : INFO : Epoch 1586 | loss: 0.0311322 | val_loss: 0.0310726 | Time: 1883 ms [2021-01-21 10:45:12 main:574] : INFO : Epoch 1587 | loss: 0.0310839 | val_loss: 0.0310722 | Time: 1873.87 ms [2021-01-21 10:45:14 main:574] : INFO : Epoch 1588 | loss: 0.0310535 | val_loss: 0.0310493 | Time: 1852.25 ms [2021-01-21 10:45:16 main:574] : INFO : Epoch 1589 | loss: 0.0310336 | val_loss: 0.0310278 | Time: 2047.17 ms [2021-01-21 10:45:18 main:574] : INFO : Epoch 1590 | loss: 0.0310212 | val_loss: 0.0310243 | Time: 1928.27 ms [2021-01-21 10:45:19 main:574] : INFO : Epoch 1591 | loss: 0.0310129 | val_loss: 0.0310193 | Time: 1893.41 ms [2021-01-21 10:45:21 main:574] : INFO : Epoch 1592 | loss: 0.031012 | val_loss: 0.0310191 | Time: 1891.86 ms [2021-01-21 10:45:23 main:574] : INFO : Epoch 1593 | loss: 0.0310089 | val_loss: 0.031018 | Time: 1933.97 ms [2021-01-21 10:45:25 main:574] : INFO : Epoch 1594 | loss: 0.03101 | val_loss: 0.0310235 | Time: 1955.82 ms [2021-01-21 10:45:27 main:574] : INFO : Epoch 1595 | loss: 0.0310119 | val_loss: 0.0310148 | Time: 1888.53 ms [2021-01-21 10:45:29 main:574] : INFO : Epoch 1596 | loss: 0.031007 | val_loss: 0.0310132 | Time: 1911.43 ms [2021-01-21 10:45:31 main:574] : INFO : Epoch 1597 | loss: 0.0310206 | val_loss: 0.0310372 | Time: 1911.17 ms [2021-01-21 10:45:33 main:574] : INFO : Epoch 1598 | loss: 0.0310199 | val_loss: 0.0310169 | Time: 1863.94 ms [2021-01-21 10:45:35 main:574] : INFO : Epoch 1599 | loss: 0.0310151 | val_loss: 0.0310619 | Time: 1866.09 ms [2021-01-21 10:45:37 main:574] : INFO : Epoch 1600 | loss: 0.0310627 | val_loss: 0.0310506 | Time: 1868.24 ms [2021-01-21 10:45:39 main:574] : INFO : Epoch 1601 | loss: 0.0310419 | val_loss: 0.03104 | Time: 1848.57 ms [2021-01-21 10:45:41 main:574] : INFO : Epoch 1602 | loss: 0.0310305 | val_loss: 0.0310376 | Time: 1995.58 ms [2021-01-21 10:45:42 main:574] : INFO : Epoch 1603 | loss: 0.0310234 | val_loss: 0.0310331 | Time: 1895.03 ms [2021-01-21 10:45:44 main:574] : INFO : Epoch 1604 | loss: 0.0310212 | val_loss: 0.0310315 | Time: 1921.56 ms [2021-01-21 10:45:46 main:574] : INFO : Epoch 1605 | loss: 0.0310203 | val_loss: 0.0310281 | Time: 1888.48 ms [2021-01-21 10:45:48 main:574] : INFO : Epoch 1606 | loss: 0.0310194 | val_loss: 0.0310281 | Time: 1942.04 ms [2021-01-21 10:45:50 main:574] : INFO : Epoch 1607 | loss: 0.031017 | val_loss: 0.0310304 | Time: 2089.34 ms [2021-01-21 10:45:52 main:574] : INFO : Epoch 1608 | loss: 0.0310122 | val_loss: 0.0310191 | Time: 1907.58 ms [2021-01-21 10:45:54 main:574] : INFO : Epoch 1609 | loss: 0.0310042 | val_loss: 0.0310122 | Time: 2037.5 ms [2021-01-21 10:45:56 main:574] : INFO : Epoch 1610 | loss: 0.0309972 | val_loss: 0.0310072 | Time: 1943.82 ms [2021-01-21 10:45:58 main:574] : INFO : Epoch 1611 | loss: 0.0310266 | val_loss: 0.0310574 | Time: 1942.37 ms [2021-01-21 10:46:00 main:574] : INFO : Epoch 1612 | loss: 0.0310524 | val_loss: 0.0310551 | Time: 1911.72 ms [2021-01-21 10:46:02 main:574] : INFO : Epoch 1613 | loss: 0.0310408 | val_loss: 0.0310397 | Time: 1923.48 ms [2021-01-21 10:46:04 main:574] : INFO : Epoch 1614 | loss: 0.0310251 | val_loss: 0.031029 | Time: 1962.15 ms [2021-01-21 10:46:06 main:574] : INFO : Epoch 1615 | loss: 0.0310214 | val_loss: 0.0310362 | Time: 1933.96 ms [2021-01-21 10:46:08 main:574] : INFO : Epoch 1616 | loss: 0.0310193 | val_loss: 0.0310184 | Time: 1897.44 ms [2021-01-21 10:46:10 main:574] : INFO : Epoch 1617 | loss: 0.0310079 | val_loss: 0.0310132 | Time: 1901.76 ms [2021-01-21 10:46:12 main:574] : INFO : Epoch 1618 | loss: 0.0310029 | val_loss: 0.0310107 | Time: 1885.49 ms [2021-01-21 10:46:14 main:574] : INFO : Epoch 1619 | loss: 0.0310022 | val_loss: 0.0310151 | Time: 1978.91 ms [2021-01-21 10:46:16 main:574] : INFO : Epoch 1620 | loss: 0.0310022 | val_loss: 0.0310101 | Time: 1979.41 ms [2021-01-21 10:46:18 main:574] : INFO : Epoch 1621 | loss: 0.0311196 | val_loss: 0.0312642 | Time: 1941.2 ms [2021-01-21 10:46:20 main:574] : INFO : Epoch 1622 | loss: 0.0312667 | val_loss: 0.0312547 | Time: 1953.31 ms [2021-01-21 10:46:22 main:574] : INFO : Epoch 1623 | loss: 0.031253 | val_loss: 0.031249 | Time: 2009.06 ms [2021-01-21 10:46:24 main:574] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1912.01 ms [2021-01-21 10:46:26 main:574] : INFO : Epoch 1625 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2003.91 ms [2021-01-21 10:46:27 main:574] : INFO : Epoch 1626 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1877.17 ms [2021-01-21 10:46:29 main:574] : INFO : Epoch 1627 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1923.25 ms [2021-01-21 10:46:31 main:574] : INFO : Epoch 1628 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 1919.13 ms [2021-01-21 10:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0312461 | val_loss: 0.031247 | Time: 1964.12 ms [2021-01-21 10:46:35 main:574] : INFO : Epoch 1630 | loss: 0.0312448 | val_loss: 0.0312468 | Time: 1885.15 ms [2021-01-21 10:46:37 main:574] : INFO : Epoch 1631 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 1893.41 ms [2021-01-21 10:46:39 main:574] : INFO : Epoch 1632 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 1953.16 ms [2021-01-21 10:46:41 main:574] : INFO : Epoch 1633 | loss: 0.0312442 | val_loss: 0.0312437 | Time: 1874.47 ms [2021-01-21 10:46:43 main:574] : INFO : Epoch 1634 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 1880.07 ms [2021-01-21 10:46:45 main:574] : INFO : Epoch 1635 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 1907.41 ms [2021-01-21 10:46:47 main:574] : INFO : Epoch 1636 | loss: 0.0312415 | val_loss: 0.0312405 | Time: 1916.22 ms [2021-01-21 10:46:49 main:574] : INFO : Epoch 1637 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 1923.57 ms [2021-01-21 10:46:51 main:574] : INFO : Epoch 1638 | loss: 0.0312398 | val_loss: 0.0312371 | Time: 2033.57 ms [2021-01-21 10:46:53 main:574] : INFO : Epoch 1639 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 1901.07 ms [2021-01-21 10:46:55 main:574] : INFO : Epoch 1640 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 1980.97 ms [2021-01-21 10:46:57 main:574] : INFO : Epoch 1641 | loss: 0.0312353 | val_loss: 0.0312406 | Time: 1988.29 ms [2021-01-21 10:46:59 main:574] : INFO : Epoch 1642 | loss: 0.0312339 | val_loss: 0.0312327 | Time: 1962.68 ms [2021-01-21 10:47:01 main:574] : INFO : Epoch 1643 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 2108.93 ms [2021-01-21 10:47:03 main:574] : INFO : Epoch 1644 | loss: 0.0312276 | val_loss: 0.0312251 | Time: 1945.84 ms [2021-01-21 10:47:05 main:574] : INFO : Epoch 1645 | loss: 0.0312229 | val_loss: 0.0312219 | Time: 2056.34 ms [2021-01-21 10:47:07 main:574] : INFO : Epoch 1646 | loss: 0.0312225 | val_loss: 0.0312199 | Time: 1894.92 ms [2021-01-21 10:47:09 main:574] : INFO : Epoch 1647 | loss: 0.0312153 | val_loss: 0.0312144 | Time: 1963.1 ms [2021-01-21 10:47:11 main:574] : INFO : Epoch 1648 | loss: 0.0312119 | val_loss: 0.0312118 | Time: 1867.57 ms [2021-01-21 10:47:12 main:574] : INFO : Epoch 1649 | loss: 0.0312077 | val_loss: 0.0312047 | Time: 1882.09 ms [2021-01-21 10:47:14 main:574] : INFO : Epoch 1650 | loss: 0.0312111 | val_loss: 0.0312035 | Time: 1903.39 ms [2021-01-21 10:47:16 main:574] : INFO : Epoch 1651 | loss: 0.031206 | val_loss: 0.0311993 | Time: 1869.88 ms [2021-01-21 10:47:18 main:574] : INFO : Epoch 1652 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 1902.61 ms [2021-01-21 10:47:20 main:574] : INFO : Epoch 1653 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 1865.82 ms [2021-01-21 10:47:22 main:574] : INFO : Epoch 1654 | loss: 0.0312101 | val_loss: 0.0312068 | Time: 1931.77 ms [2021-01-21 10:47:24 main:574] : INFO : Epoch 1655 | loss: 0.0312065 | val_loss: 0.0312025 | Time: 1910.62 ms [2021-01-21 10:47:26 main:574] : INFO : Epoch 1656 | loss: 0.0312006 | val_loss: 0.0311911 | Time: 1854.87 ms [2021-01-21 10:47:28 main:574] : INFO : Epoch 1657 | loss: 0.0311939 | val_loss: 0.0311837 | Time: 1969.67 ms [2021-01-21 10:47:30 main:574] : INFO : Epoch 1658 | loss: 0.0311843 | val_loss: 0.0311693 | Time: 1864.13 ms [2021-01-21 10:47:32 main:574] : INFO : Epoch 1659 | loss: 0.0311724 | val_loss: 0.0311627 | Time: 1950.72 ms [2021-01-21 10:47:34 main:574] : INFO : Epoch 1660 | loss: 0.0311614 | val_loss: 0.0311494 | Time: 1965.25 ms [2021-01-21 10:47:35 main:574] : INFO : Epoch 1661 | loss: 0.0311478 | val_loss: 0.0311395 | Time: 1899.19 ms [2021-01-21 10:47:37 main:574] : INFO : Epoch 1662 | loss: 0.0311417 | val_loss: 0.0311243 | Time: 1874.37 ms [2021-01-21 10:47:39 main:574] : INFO : Epoch 1663 | loss: 0.0311388 | val_loss: 0.0311339 | Time: 1878.46 ms [2021-01-21 10:47:41 main:574] : INFO : Epoch 1664 | loss: 0.0311344 | val_loss: 0.0311267 | Time: 1956.04 ms [2021-01-21 10:47:43 main:574] : INFO : Epoch 1665 | loss: 0.0311285 | val_loss: 0.0311117 | Time: 1911.26 ms [2021-01-21 10:47:45 main:574] : INFO : Epoch 1666 | loss: 0.0311045 | val_loss: 0.0310939 | Time: 1874.01 ms [2021-01-21 10:47:47 main:574] : INFO : Epoch 1667 | loss: 0.0310842 | val_loss: 0.0310786 | Time: 1917.37 ms [2021-01-21 10:47:49 main:574] : INFO : Epoch 1668 | loss: 0.0310753 | val_loss: 0.0310746 | Time: 1920.71 ms [2021-01-21 10:47:51 main:574] : INFO : Epoch 1669 | loss: 0.0311194 | val_loss: 0.0311439 | Time: 1930.29 ms [2021-01-21 10:47:53 main:574] : INFO : Epoch 1670 | loss: 0.031132 | val_loss: 0.0311052 | Time: 1870.14 ms [2021-01-21 10:47:55 main:574] : INFO : Epoch 1671 | loss: 0.0311018 | val_loss: 0.0310889 | Time: 1921.72 ms [2021-01-21 10:47:57 main:574] : INFO : Epoch 1672 | loss: 0.0310788 | val_loss: 0.0310769 | Time: 1868.01 ms [2021-01-21 10:47:59 main:574] : INFO : Epoch 1673 | loss: 0.031061 | val_loss: 0.0310597 | Time: 1984.63 ms [2021-01-21 10:48:01 main:574] : INFO : Epoch 1674 | loss: 0.0310508 | val_loss: 0.0310497 | Time: 1929.6 ms [2021-01-21 10:48:03 main:574] : INFO : Epoch 1675 | loss: 0.0310402 | val_loss: 0.031042 | Time: 1912.02 ms [2021-01-21 10:48:05 main:574] : INFO : Epoch 1676 | loss: 0.031032 | val_loss: 0.0310344 | Time: 1911.46 ms [2021-01-21 10:48:07 main:574] : INFO : Epoch 1677 | loss: 0.0310273 | val_loss: 0.0310333 | Time: 1947.23 ms [2021-01-21 10:48:09 main:574] : INFO : Epoch 1678 | loss: 0.0310244 | val_loss: 0.0310263 | Time: 1975.57 ms [2021-01-21 10:48:11 main:574] : INFO : Epoch 1679 | loss: 0.0310214 | val_loss: 0.0310325 | Time: 1907.25 ms [2021-01-21 10:48:13 main:574] : INFO : Epoch 1680 | loss: 0.0310216 | val_loss: 0.0310306 | Time: 1954.24 ms [2021-01-21 10:48:15 main:574] : INFO : Epoch 1681 | loss: 0.0310211 | val_loss: 0.0310338 | Time: 1932.6 ms [2021-01-21 10:48:17 main:574] : INFO : Epoch 1682 | loss: 0.0310215 | val_loss: 0.0310273 | Time: 2040.96 ms [2021-01-21 10:48:19 main:574] : INFO : Epoch 1683 | loss: 0.031016 | val_loss: 0.03103 | Time: 1958.03 ms [2021-01-21 10:48:21 main:574] : INFO : Epoch 1684 | loss: 0.0310111 | val_loss: 0.0310235 | Time: 1952.25 ms [2021-01-21 10:48:23 main:574] : INFO : Epoch 1685 | loss: 0.0310062 | val_loss: 0.0310175 | Time: 1899.95 ms [2021-01-21 10:48:25 main:574] : INFO : Epoch 1686 | loss: 0.0310031 | val_loss: 0.0310139 | Time: 2048.35 ms [2021-01-21 10:48:27 main:574] : INFO : Epoch 1687 | loss: 0.0310023 | val_loss: 0.0310125 | Time: 2017.1 ms [2021-01-21 10:48:29 main:574] : INFO : Epoch 1688 | loss: 0.0310048 | val_loss: 0.0310258 | Time: 1955.6 ms [2021-01-21 10:48:31 main:574] : INFO : Epoch 1689 | loss: 0.0310052 | val_loss: 0.0310172 | Time: 1869.56 ms [2021-01-21 10:48:33 main:574] : INFO : Epoch 1690 | loss: 0.0310006 | val_loss: 0.0310105 | Time: 1985.47 ms [2021-01-21 10:48:35 main:574] : INFO : Epoch 1691 | loss: 0.0309994 | val_loss: 0.0310107 | Time: 1937.14 ms [2021-01-21 10:48:37 main:574] : INFO : Epoch 1692 | loss: 0.0310015 | val_loss: 0.0310299 | Time: 1919.19 ms [2021-01-21 10:48:39 main:574] : INFO : Epoch 1693 | loss: 0.0310009 | val_loss: 0.0310127 | Time: 1899.06 ms [2021-01-21 10:48:41 main:574] : INFO : Epoch 1694 | loss: 0.0310004 | val_loss: 0.0310188 | Time: 1871.53 ms [2021-01-21 10:48:43 main:574] : INFO : Epoch 1695 | loss: 0.0310052 | val_loss: 0.0310165 | Time: 1864.41 ms [2021-01-21 10:48:45 main:574] : INFO : Epoch 1696 | loss: 0.0310016 | val_loss: 0.0310122 | Time: 1888.37 ms [2021-01-21 10:48:47 main:574] : INFO : Epoch 1697 | loss: 0.0309981 | val_loss: 0.0310102 | Time: 2030.2 ms [2021-01-21 10:48:49 main:574] : INFO : Epoch 1698 | loss: 0.0309974 | val_loss: 0.0310089 | Time: 1856.36 ms [2021-01-21 10:48:51 main:574] : INFO : Epoch 1699 | loss: 0.0309981 | val_loss: 0.0310195 | Time: 1901.91 ms [2021-01-21 10:48:53 main:574] : INFO : Epoch 1700 | loss: 0.0310027 | val_loss: 0.0310162 | Time: 1982.05 ms [2021-01-21 10:48:55 main:574] : INFO : Epoch 1701 | loss: 0.0310018 | val_loss: 0.0310099 | Time: 1916.95 ms [2021-01-21 10:48:57 main:574] : INFO : Epoch 1702 | loss: 0.0309989 | val_loss: 0.0310164 | Time: 1878.76 ms [2021-01-21 10:48:59 main:574] : INFO : Epoch 1703 | loss: 0.0310027 | val_loss: 0.0310114 | Time: 1908.17 ms [2021-01-21 10:49:01 main:574] : INFO : Epoch 1704 | loss: 0.0310016 | val_loss: 0.031023 | Time: 1911.5 ms [2021-01-21 10:49:02 main:574] : INFO : Epoch 1705 | loss: 0.031016 | val_loss: 0.0310306 | Time: 1876.49 ms [2021-01-21 10:49:04 main:574] : INFO : Epoch 1706 | loss: 0.0310184 | val_loss: 0.0310365 | Time: 1875.64 ms [2021-01-21 10:49:06 main:574] : INFO : Epoch 1707 | loss: 0.0310986 | val_loss: 0.0311912 | Time: 1967.77 ms [2021-01-21 10:49:08 main:574] : INFO : Epoch 1708 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 1872.09 ms [2021-01-21 10:49:10 main:574] : INFO : Epoch 1709 | loss: 0.0312011 | val_loss: 0.0311928 | Time: 1833.59 ms [2021-01-21 10:49:12 main:574] : INFO : Epoch 1710 | loss: 0.031195 | val_loss: 0.0311832 | Time: 1949.29 ms [2021-01-21 10:49:14 main:574] : INFO : Epoch 1711 | loss: 0.0311891 | val_loss: 0.0311798 | Time: 1884.75 ms [2021-01-21 10:49:16 main:574] : INFO : Epoch 1712 | loss: 0.031185 | val_loss: 0.0311769 | Time: 1897.24 ms [2021-01-21 10:49:18 main:574] : INFO : Epoch 1713 | loss: 0.0311786 | val_loss: 0.0311708 | Time: 1996.1 ms [2021-01-21 10:49:20 main:574] : INFO : Epoch 1714 | loss: 0.0311721 | val_loss: 0.0311624 | Time: 1906.77 ms [2021-01-21 10:49:22 main:574] : INFO : Epoch 1715 | loss: 0.0311672 | val_loss: 0.0311618 | Time: 1893.87 ms [2021-01-21 10:49:24 main:574] : INFO : Epoch 1716 | loss: 0.0311641 | val_loss: 0.0311571 | Time: 1920.32 ms [2021-01-21 10:49:25 main:574] : INFO : Epoch 1717 | loss: 0.0311587 | val_loss: 0.031158 | Time: 1866.44 ms [2021-01-21 10:49:27 main:574] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311503 | Time: 1933.84 ms [2021-01-21 10:49:29 main:574] : INFO : Epoch 1719 | loss: 0.0311527 | val_loss: 0.0311458 | Time: 1852.71 ms [2021-01-21 10:49:31 main:574] : INFO : Epoch 1720 | loss: 0.0311484 | val_loss: 0.0311443 | Time: 1881.92 ms [2021-01-21 10:49:33 main:574] : INFO : Epoch 1721 | loss: 0.031146 | val_loss: 0.0311421 | Time: 1875.35 ms [2021-01-21 10:49:35 main:574] : INFO : Epoch 1722 | loss: 0.0311423 | val_loss: 0.0311389 | Time: 1868.16 ms [2021-01-21 10:49:37 main:574] : INFO : Epoch 1723 | loss: 0.0311334 | val_loss: 0.0311232 | Time: 1884.22 ms [2021-01-21 10:49:39 main:574] : INFO : Epoch 1724 | loss: 0.0311262 | val_loss: 0.0311235 | Time: 1902.26 ms [2021-01-21 10:49:41 main:574] : INFO : Epoch 1725 | loss: 0.0311231 | val_loss: 0.0311199 | Time: 2044.15 ms [2021-01-21 10:49:43 main:574] : INFO : Epoch 1726 | loss: 0.0311177 | val_loss: 0.0311152 | Time: 1997.12 ms [2021-01-21 10:49:45 main:574] : INFO : Epoch 1727 | loss: 0.031113 | val_loss: 0.0311059 | Time: 1985.46 ms [2021-01-21 10:49:47 main:574] : INFO : Epoch 1728 | loss: 0.0311081 | val_loss: 0.0311055 | Time: 2025.95 ms [2021-01-21 10:49:49 main:574] : INFO : Epoch 1729 | loss: 0.0311035 | val_loss: 0.0311062 | Time: 1984.04 ms [2021-01-21 10:49:51 main:574] : INFO : Epoch 1730 | loss: 0.0311039 | val_loss: 0.0311136 | Time: 1940.87 ms [2021-01-21 10:49:53 main:574] : INFO : Epoch 1731 | loss: 0.0310986 | val_loss: 0.031124 | Time: 1874.46 ms [2021-01-21 10:49:55 main:574] : INFO : Epoch 1732 | loss: 0.0311347 | val_loss: 0.03114 | Time: 1866.53 ms [2021-01-21 10:49:57 main:574] : INFO : Epoch 1733 | loss: 0.0311314 | val_loss: 0.031131 | Time: 1864.54 ms [2021-01-21 10:49:59 main:574] : INFO : Epoch 1734 | loss: 0.031123 | val_loss: 0.031116 | Time: 1925.99 ms [2021-01-21 10:50:01 main:574] : INFO : Epoch 1735 | loss: 0.0311533 | val_loss: 0.031196 | Time: 2074.71 ms [2021-01-21 10:50:03 main:574] : INFO : Epoch 1736 | loss: 0.0312094 | val_loss: 0.0312156 | Time: 1977.96 ms [2021-01-21 10:50:05 main:574] : INFO : Epoch 1737 | loss: 0.0312122 | val_loss: 0.0312078 | Time: 1993.96 ms [2021-01-21 10:50:06 main:574] : INFO : Epoch 1738 | loss: 0.0312082 | val_loss: 0.0312067 | Time: 1874.39 ms [2021-01-21 10:50:08 main:574] : INFO : Epoch 1739 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 1886.79 ms [2021-01-21 10:50:10 main:574] : INFO : Epoch 1740 | loss: 0.0312052 | val_loss: 0.0312042 | Time: 1873.17 ms [2021-01-21 10:50:12 main:574] : INFO : Epoch 1741 | loss: 0.0312043 | val_loss: 0.0312064 | Time: 1895.77 ms [2021-01-21 10:50:14 main:574] : INFO : Epoch 1742 | loss: 0.0312028 | val_loss: 0.0312011 | Time: 1878.85 ms [2021-01-21 10:50:16 main:574] : INFO : Epoch 1743 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 1948.44 ms [2021-01-21 10:50:18 main:574] : INFO : Epoch 1744 | loss: 0.0312004 | val_loss: 0.0311997 | Time: 1933.6 ms [2021-01-21 10:50:20 main:574] : INFO : Epoch 1745 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 2048.79 ms [2021-01-21 10:50:22 main:574] : INFO : Epoch 1746 | loss: 0.031199 | val_loss: 0.0312 | Time: 1910.42 ms [2021-01-21 10:50:24 main:574] : INFO : Epoch 1747 | loss: 0.0311986 | val_loss: 0.0312012 | Time: 1855.01 ms [2021-01-21 10:50:26 main:574] : INFO : Epoch 1748 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 1993.84 ms [2021-01-21 10:50:28 main:574] : INFO : Epoch 1749 | loss: 0.0311979 | val_loss: 0.0312002 | Time: 1901.09 ms [2021-01-21 10:50:30 main:574] : INFO : Epoch 1750 | loss: 0.0311973 | val_loss: 0.0312009 | Time: 1893.44 ms [2021-01-21 10:50:32 main:574] : INFO : Epoch 1751 | loss: 0.0311965 | val_loss: 0.0311979 | Time: 2059.99 ms [2021-01-21 10:50:34 main:574] : INFO : Epoch 1752 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 1878.15 ms [2021-01-21 10:50:36 main:574] : INFO : Epoch 1753 | loss: 0.0311984 | val_loss: 0.0311965 | Time: 1931.02 ms [2021-01-21 10:50:38 main:574] : INFO : Epoch 1754 | loss: 0.0311963 | val_loss: 0.0311959 | Time: 1903.32 ms [2021-01-21 10:50:40 main:574] : INFO : Epoch 1755 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 1944.81 ms [2021-01-21 10:50:42 main:574] : INFO : Epoch 1756 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1875.79 ms [2021-01-21 10:50:44 main:574] : INFO : Epoch 1757 | loss: 0.0311941 | val_loss: 0.031194 | Time: 1898.89 ms [2021-01-21 10:50:45 main:574] : INFO : Epoch 1758 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 1914.47 ms [2021-01-21 10:50:47 main:574] : INFO : Epoch 1759 | loss: 0.0311939 | val_loss: 0.0312029 | Time: 2011.38 ms [2021-01-21 10:50:49 main:574] : INFO : Epoch 1760 | loss: 0.0311947 | val_loss: 0.0311943 | Time: 1870.07 ms [2021-01-21 10:50:51 main:574] : INFO : Epoch 1761 | loss: 0.0311924 | val_loss: 0.0311954 | Time: 1906.23 ms [2021-01-21 10:50:53 main:574] : INFO : Epoch 1762 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 1873.63 ms [2021-01-21 10:50:55 main:574] : INFO : Epoch 1763 | loss: 0.0311916 | val_loss: 0.0311939 | Time: 1930.84 ms [2021-01-21 10:50:57 main:574] : INFO : Epoch 1764 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 1993.14 ms [2021-01-21 10:50:59 main:574] : INFO : Epoch 1765 | loss: 0.0311929 | val_loss: 0.0311938 | Time: 2047.71 ms [2021-01-21 10:51:01 main:574] : INFO : Epoch 1766 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1969.33 ms [2021-01-21 10:51:03 main:574] : INFO : Epoch 1767 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 1887.88 ms [2021-01-21 10:51:05 main:574] : INFO : Epoch 1768 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 1875.92 ms [2021-01-21 10:51:07 main:574] : INFO : Epoch 1769 | loss: 0.0311916 | val_loss: 0.0311911 | Time: 1885.99 ms [2021-01-21 10:51:09 main:574] : INFO : Epoch 1770 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1847.37 ms [2021-01-21 10:51:11 main:574] : INFO : Epoch 1771 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 1878.93 ms [2021-01-21 10:51:13 main:574] : INFO : Epoch 1772 | loss: 0.031189 | val_loss: 0.0311901 | Time: 1884.25 ms [2021-01-21 10:51:15 main:574] : INFO : Epoch 1773 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 1903.97 ms [2021-01-21 10:51:17 main:574] : INFO : Epoch 1774 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 1892.56 ms [2021-01-21 10:51:19 main:574] : INFO : Epoch 1775 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 1892.94 ms [2021-01-21 10:51:20 main:574] : INFO : Epoch 1776 | loss: 0.031191 | val_loss: 0.0311977 | Time: 1891.96 ms [2021-01-21 10:51:23 main:574] : INFO : Epoch 1777 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 2045.36 ms [2021-01-21 10:51:24 main:574] : INFO : Epoch 1778 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 1900.31 ms [2021-01-21 10:51:26 main:574] : INFO : Epoch 1779 | loss: 0.0311871 | val_loss: 0.0311895 | Time: 1855.03 ms [2021-01-21 10:51:28 main:574] : INFO : Epoch 1780 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 2034.26 ms [2021-01-21 10:51:30 main:574] : INFO : Epoch 1781 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 1849.56 ms [2021-01-21 10:51:32 main:574] : INFO : Epoch 1782 | loss: 0.0311856 | val_loss: 0.0311886 | Time: 1937.61 ms [2021-01-21 10:51:34 main:574] : INFO : Epoch 1783 | loss: 0.031186 | val_loss: 0.031188 | Time: 1929.82 ms [2021-01-21 10:51:36 main:574] : INFO : Epoch 1784 | loss: 0.0311858 | val_loss: 0.031188 | Time: 1869.22 ms [2021-01-21 10:51:38 main:574] : INFO : Epoch 1785 | loss: 0.031186 | val_loss: 0.0311895 | Time: 1970.77 ms [2021-01-21 10:51:40 main:574] : INFO : Epoch 1786 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 1882.3 ms [2021-01-21 10:51:42 main:574] : INFO : Epoch 1787 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 2025.88 ms [2021-01-21 10:51:44 main:574] : INFO : Epoch 1788 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 1867.79 ms [2021-01-21 10:51:46 main:574] : INFO : Epoch 1789 | loss: 0.031186 | val_loss: 0.0311913 | Time: 1883.95 ms [2021-01-21 10:51:48 main:574] : INFO : Epoch 1790 | loss: 0.0311905 | val_loss: 0.0311877 | Time: 1902.21 ms [2021-01-21 10:51:49 main:574] : INFO : Epoch 1791 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 1876.54 ms [2021-01-21 10:51:51 main:574] : INFO : Epoch 1792 | loss: 0.0311857 | val_loss: 0.0311882 | Time: 1888.94 ms [2021-01-21 10:51:53 main:574] : INFO : Epoch 1793 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 1850.75 ms [2021-01-21 10:51:55 main:574] : INFO : Epoch 1794 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1906.39 ms [2021-01-21 10:51:57 main:574] : INFO : Epoch 1795 | loss: 0.0311847 | val_loss: 0.0311884 | Time: 1871.17 ms [2021-01-21 10:51:59 main:574] : INFO : Epoch 1796 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 2064.41 ms [2021-01-21 10:52:01 main:574] : INFO : Epoch 1797 | loss: 0.0311867 | val_loss: 0.0311906 | Time: 2091.01 ms [2021-01-21 10:52:04 main:574] : INFO : Epoch 1798 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 2312.25 ms [2021-01-21 10:52:06 main:574] : INFO : Epoch 1799 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 2058.64 ms [2021-01-21 10:52:08 main:574] : INFO : Epoch 1800 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 1899.53 ms [2021-01-21 10:52:10 main:574] : INFO : Epoch 1801 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 2052.26 ms [2021-01-21 10:52:12 main:574] : INFO : Epoch 1802 | loss: 0.0311834 | val_loss: 0.0311873 | Time: 1993.76 ms [2021-01-21 10:52:14 main:574] : INFO : Epoch 1803 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 1893.76 ms [2021-01-21 10:52:16 main:574] : INFO : Epoch 1804 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 1869.09 ms [2021-01-21 10:52:18 main:574] : INFO : Epoch 1805 | loss: 0.0311827 | val_loss: 0.031188 | Time: 1890.73 ms [2021-01-21 10:52:20 main:574] : INFO : Epoch 1806 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 1869.03 ms [2021-01-21 10:52:22 main:574] : INFO : Epoch 1807 | loss: 0.0311819 | val_loss: 0.0311852 | Time: 1897.34 ms [2021-01-21 10:52:24 main:574] : INFO : Epoch 1808 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 1950.69 ms [2021-01-21 10:52:26 main:574] : INFO : Epoch 1809 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 1913.89 ms [2021-01-21 10:52:28 main:574] : INFO : Epoch 1810 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 2066.3 ms [2021-01-21 10:52:30 main:574] : INFO : Epoch 1811 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 1957.86 ms [2021-01-21 10:52:32 main:574] : INFO : Epoch 1812 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 1970.81 ms [2021-01-21 10:52:34 main:574] : INFO : Epoch 1813 | loss: 0.031188 | val_loss: 0.0311869 | Time: 1922.8 ms [2021-01-21 10:52:36 main:574] : INFO : Epoch 1814 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 1959.26 ms [2021-01-21 10:52:38 main:574] : INFO : Epoch 1815 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 1924.68 ms [2021-01-21 10:52:40 main:574] : INFO : Epoch 1816 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 1866.47 ms [2021-01-21 10:52:42 main:574] : INFO : Epoch 1817 | loss: 0.031182 | val_loss: 0.0311848 | Time: 1990.3 ms [2021-01-21 10:52:44 main:574] : INFO : Epoch 1818 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 1920.3 ms [2021-01-21 10:52:46 main:574] : INFO : Epoch 1819 | loss: 0.031184 | val_loss: 0.0311888 | Time: 2006.67 ms [2021-01-21 10:52:48 main:574] : INFO : Epoch 1820 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 1958.3 ms [2021-01-21 10:52:50 main:574] : INFO : Epoch 1821 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1925.38 ms [2021-01-21 10:52:52 main:574] : INFO : Epoch 1822 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1924.44 ms [2021-01-21 10:52:54 main:574] : INFO : Epoch 1823 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 1904.97 ms [2021-01-21 10:52:56 main:574] : INFO : Epoch 1824 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 1921.34 ms [2021-01-21 10:52:58 main:574] : INFO : Epoch 1825 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 1907.47 ms [2021-01-21 10:53:00 main:574] : INFO : Epoch 1826 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 1915.77 ms [2021-01-21 10:53:01 main:574] : INFO : Epoch 1827 | loss: 0.0311815 | val_loss: 0.0311871 | Time: 1981.12 ms [2021-01-21 10:53:04 main:574] : INFO : Epoch 1828 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 2178.85 ms [2021-01-21 10:53:06 main:574] : INFO : Epoch 1829 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 1820.83 ms [2021-01-21 10:53:08 main:574] : INFO : Epoch 1830 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 1859.09 ms [2021-01-21 10:53:09 main:574] : INFO : Epoch 1831 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 1943.58 ms [2021-01-21 10:53:11 main:574] : INFO : Epoch 1832 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 1887.99 ms [2021-01-21 10:53:14 main:574] : INFO : Epoch 1833 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2256.76 ms [2021-01-21 10:53:16 main:574] : INFO : Epoch 1834 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 1865.89 ms [2021-01-21 10:53:18 main:574] : INFO : Epoch 1835 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1951.44 ms [2021-01-21 10:53:20 main:574] : INFO : Epoch 1836 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 2006.89 ms [2021-01-21 10:53:22 main:574] : INFO : Epoch 1837 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 2075.22 ms [2021-01-21 10:53:24 main:574] : INFO : Epoch 1838 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2012.15 ms [2021-01-21 10:53:26 main:574] : INFO : Epoch 1839 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 1978.75 ms [2021-01-21 10:53:28 main:574] : INFO : Epoch 1840 | loss: 0.0311827 | val_loss: 0.0311846 | Time: 1888.55 ms [2021-01-21 10:53:29 main:574] : INFO : Epoch 1841 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 1880.45 ms [2021-01-21 10:53:31 main:574] : INFO : Epoch 1842 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 1923.86 ms [2021-01-21 10:53:33 main:574] : INFO : Epoch 1843 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 2047.34 ms [2021-01-21 10:53:35 main:574] : INFO : Epoch 1844 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 1890.33 ms [2021-01-21 10:53:37 main:574] : INFO : Epoch 1845 | loss: 0.0311809 | val_loss: 0.0311843 | Time: 1913.17 ms [2021-01-21 10:53:39 main:574] : INFO : Epoch 1846 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 2043.61 ms [2021-01-21 10:53:41 main:574] : INFO : Epoch 1847 | loss: 0.031177 | val_loss: 0.0311814 | Time: 1913.04 ms [2021-01-21 10:53:43 main:574] : INFO : Epoch 1848 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 1870.67 ms [2021-01-21 10:53:45 main:574] : INFO : Epoch 1849 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 2099.67 ms [2021-01-21 10:53:47 main:574] : INFO : Epoch 1850 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 1985.79 ms [2021-01-21 10:53:49 main:574] : INFO : Epoch 1851 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 1928.37 ms [2021-01-21 10:53:51 main:574] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1939.25 ms [2021-01-21 10:53:53 main:574] : INFO : Epoch 1853 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1931.35 ms [2021-01-21 10:53:55 main:574] : INFO : Epoch 1854 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2068.75 ms [2021-01-21 10:53:57 main:574] : INFO : Epoch 1855 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 1961.25 ms [2021-01-21 10:53:59 main:574] : INFO : Epoch 1856 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1940.23 ms [2021-01-21 10:54:01 main:574] : INFO : Epoch 1857 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 1902.89 ms [2021-01-21 10:54:03 main:574] : INFO : Epoch 1858 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 1913.54 ms [2021-01-21 10:54:05 main:574] : INFO : Epoch 1859 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 1887.59 ms [2021-01-21 10:54:07 main:574] : INFO : Epoch 1860 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 1882.91 ms [2021-01-21 10:54:09 main:574] : INFO : Epoch 1861 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 2048.44 ms [2021-01-21 10:54:11 main:574] : INFO : Epoch 1862 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 2017.08 ms [2021-01-21 10:54:13 main:574] : INFO : Epoch 1863 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 2102.94 ms [2021-01-21 10:54:15 main:574] : INFO : Epoch 1864 | loss: 0.031183 | val_loss: 0.0311877 | Time: 1857.04 ms [2021-01-21 10:54:17 main:574] : INFO : Epoch 1865 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1872.93 ms [2021-01-21 10:54:19 main:574] : INFO : Epoch 1866 | loss: 0.0311819 | val_loss: 0.0311852 | Time: 1930.89 ms [2021-01-21 10:54:21 main:574] : INFO : Epoch 1867 | loss: 0.0311816 | val_loss: 0.0311889 | Time: 1881.33 ms [2021-01-21 10:54:22 main:574] : INFO : Epoch 1868 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 1872.72 ms [2021-01-21 10:54:24 main:574] : INFO : Epoch 1869 | loss: 0.0311871 | val_loss: 0.0311897 | Time: 1915.58 ms [2021-01-21 10:54:26 main:574] : INFO : Epoch 1870 | loss: 0.0311834 | val_loss: 0.0311876 | Time: 1944.34 ms [2021-01-21 10:54:29 main:574] : INFO : Epoch 1871 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 2244.77 ms [2021-01-21 10:54:30 main:574] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311892 | Time: 1875.63 ms [2021-01-21 10:54:32 main:574] : INFO : Epoch 1873 | loss: 0.0311878 | val_loss: 0.0311846 | Time: 1877.86 ms [2021-01-21 10:54:34 main:574] : INFO : Epoch 1874 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1957.29 ms [2021-01-21 10:54:36 main:574] : INFO : Epoch 1875 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 2102.55 ms [2021-01-21 10:54:39 main:574] : INFO : Epoch 1876 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2082.5 ms [2021-01-21 10:54:40 main:574] : INFO : Epoch 1877 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1912.56 ms [2021-01-21 10:54:43 main:574] : INFO : Epoch 1878 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 2031.34 ms [2021-01-21 10:54:44 main:574] : INFO : Epoch 1879 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 1941.23 ms [2021-01-21 10:54:46 main:574] : INFO : Epoch 1880 | loss: 0.03118 | val_loss: 0.031181 | Time: 1911.54 ms [2021-01-21 10:54:48 main:574] : INFO : Epoch 1881 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 1904.93 ms [2021-01-21 10:54:50 main:574] : INFO : Epoch 1882 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 1919.34 ms [2021-01-21 10:54:52 main:574] : INFO : Epoch 1883 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 1935.9 ms [2021-01-21 10:54:54 main:574] : INFO : Epoch 1884 | loss: 0.03118 | val_loss: 0.0311859 | Time: 1871.32 ms [2021-01-21 10:54:56 main:574] : INFO : Epoch 1885 | loss: 0.031181 | val_loss: 0.0311813 | Time: 1858.88 ms [2021-01-21 10:54:58 main:574] : INFO : Epoch 1886 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 1890.53 ms [2021-01-21 10:55:00 main:574] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 1886.13 ms [2021-01-21 10:55:02 main:574] : INFO : Epoch 1888 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 1973.14 ms [2021-01-21 10:55:04 main:574] : INFO : Epoch 1889 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 1871.24 ms [2021-01-21 10:55:05 main:574] : INFO : Epoch 1890 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 1886.17 ms [2021-01-21 10:55:07 main:574] : INFO : Epoch 1891 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1933.07 ms [2021-01-21 10:55:09 main:574] : INFO : Epoch 1892 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1959.98 ms [2021-01-21 10:55:11 main:574] : INFO : Epoch 1893 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1905.9 ms [2021-01-21 10:55:13 main:574] : INFO : Epoch 1894 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 1991.1 ms [2021-01-21 10:55:15 main:574] : INFO : Epoch 1895 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1944.13 ms [2021-01-21 10:55:17 main:574] : INFO : Epoch 1896 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 1912.83 ms [2021-01-21 10:55:19 main:574] : INFO : Epoch 1897 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 1862.35 ms [2021-01-21 10:55:21 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.0311823 | Time: 1909.84 ms [2021-01-21 10:55:23 main:574] : INFO : Epoch 1899 | loss: 0.031176 | val_loss: 0.0311796 | Time: 1917.85 ms [2021-01-21 10:55:25 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1846.55 ms [2021-01-21 10:55:27 main:574] : INFO : Epoch 1901 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1869.4 ms [2021-01-21 10:55:29 main:574] : INFO : Epoch 1902 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1881.94 ms [2021-01-21 10:55:30 main:574] : INFO : Epoch 1903 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 1909.03 ms [2021-01-21 10:55:32 main:574] : INFO : Epoch 1904 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 1902.11 ms [2021-01-21 10:55:34 main:574] : INFO : Epoch 1905 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1903.26 ms [2021-01-21 10:55:36 main:574] : INFO : Epoch 1906 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 2092.12 ms [2021-01-21 10:55:38 main:574] : INFO : Epoch 1907 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 1980.78 ms [2021-01-21 10:55:40 main:574] : INFO : Epoch 1908 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 1915.27 ms [2021-01-21 10:55:42 main:574] : INFO : Epoch 1909 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 1869.55 ms [2021-01-21 10:55:44 main:574] : INFO : Epoch 1910 | loss: 0.0311745 | val_loss: 0.03118 | Time: 1964.52 ms [2021-01-21 10:55:46 main:574] : INFO : Epoch 1911 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1878.41 ms [2021-01-21 10:55:48 main:574] : INFO : Epoch 1912 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 1864.02 ms [2021-01-21 10:55:50 main:574] : INFO : Epoch 1913 | loss: 0.0311745 | val_loss: 0.03118 | Time: 1944.53 ms [2021-01-21 10:55:52 main:574] : INFO : Epoch 1914 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 1918.91 ms [2021-01-21 10:55:54 main:574] : INFO : Epoch 1915 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 1887.35 ms [2021-01-21 10:55:56 main:574] : INFO : Epoch 1916 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 1858.02 ms [2021-01-21 10:55:57 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 1856.7 ms [2021-01-21 10:55:59 main:574] : INFO : Epoch 1918 | loss: 0.031175 | val_loss: 0.0311821 | Time: 1903.16 ms [2021-01-21 10:56:01 main:574] : INFO : Epoch 1919 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1891.9 ms [2021-01-21 10:56:03 main:574] : INFO : Epoch 1920 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1847.12 ms [2021-01-21 10:56:05 main:574] : INFO : Epoch 1921 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 1894.34 ms [2021-01-21 10:56:07 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1905.01 ms [2021-01-21 10:56:09 main:574] : INFO : Epoch 1923 | loss: 0.031174 | val_loss: 0.0311842 | Time: 1957.66 ms [2021-01-21 10:56:11 main:574] : INFO : Epoch 1924 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 1930.03 ms [2021-01-21 10:56:13 main:574] : INFO : Epoch 1925 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1874.87 ms [2021-01-21 10:56:15 main:574] : INFO : Epoch 1926 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2002.8 ms [2021-01-21 10:56:17 main:574] : INFO : Epoch 1927 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 1887.95 ms [2021-01-21 10:56:19 main:574] : INFO : Epoch 1928 | loss: 0.031174 | val_loss: 0.0311821 | Time: 2022.37 ms [2021-01-21 10:56:21 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 1870.98 ms [2021-01-21 10:56:22 main:574] : INFO : Epoch 1930 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 1874.93 ms [2021-01-21 10:56:24 main:574] : INFO : Epoch 1931 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1960.4 ms [2021-01-21 10:56:26 main:574] : INFO : Epoch 1932 | loss: 0.031173 | val_loss: 0.0311796 | Time: 1895.82 ms [2021-01-21 10:56:28 main:574] : INFO : Epoch 1933 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 2006.52 ms [2021-01-21 10:56:30 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 1886.28 ms [2021-01-21 10:56:32 main:574] : INFO : Epoch 1935 | loss: 0.0311771 | val_loss: 0.031181 | Time: 1994.88 ms [2021-01-21 10:56:34 main:574] : INFO : Epoch 1936 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1873.23 ms [2021-01-21 10:56:36 main:574] : INFO : Epoch 1937 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 1992.45 ms [2021-01-21 10:56:38 main:574] : INFO : Epoch 1938 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 1880.31 ms [2021-01-21 10:56:40 main:574] : INFO : Epoch 1939 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 1888.59 ms [2021-01-21 10:56:42 main:574] : INFO : Epoch 1940 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1961.1 ms [2021-01-21 10:56:44 main:574] : INFO : Epoch 1941 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1906.14 ms [2021-01-21 10:56:46 main:574] : INFO : Epoch 1942 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 1937.68 ms [2021-01-21 10:56:48 main:574] : INFO : Epoch 1943 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 1934.26 ms [2021-01-21 10:56:50 main:574] : INFO : Epoch 1944 | loss: 0.0311754 | val_loss: 0.031179 | Time: 1956.4 ms [2021-01-21 10:56:52 main:574] : INFO : Epoch 1945 | loss: 0.0311739 | val_loss: 0.031187 | Time: 1933.9 ms [2021-01-21 10:56:54 main:574] : INFO : Epoch 1946 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 1853.85 ms [2021-01-21 10:56:56 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 2022.55 ms [2021-01-21 10:56:58 main:574] : INFO : Epoch 1948 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1974.85 ms [2021-01-21 10:57:00 main:574] : INFO : Epoch 1949 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2032.99 ms [2021-01-21 10:57:02 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 1990.93 ms [2021-01-21 10:57:04 main:574] : INFO : Epoch 1951 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1873.54 ms [2021-01-21 10:57:05 main:574] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 1884.94 ms [2021-01-21 10:57:07 main:574] : INFO : Epoch 1953 | loss: 0.0311725 | val_loss: 0.03118 | Time: 2064.77 ms [2021-01-21 10:57:09 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1946.06 ms [2021-01-21 10:57:11 main:574] : INFO : Epoch 1955 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 1885.51 ms [2021-01-21 10:57:13 main:574] : INFO : Epoch 1956 | loss: 0.031172 | val_loss: 0.0311806 | Time: 1976.71 ms [2021-01-21 10:57:15 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 1917.69 ms [2021-01-21 10:57:17 main:574] : INFO : Epoch 1958 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2096.98 ms [2021-01-21 10:57:19 main:574] : INFO : Epoch 1959 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 1895.63 ms [2021-01-21 10:57:21 main:574] : INFO : Epoch 1960 | loss: 0.031176 | val_loss: 0.0311794 | Time: 1894.32 ms [2021-01-21 10:57:23 main:574] : INFO : Epoch 1961 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1975.58 ms [2021-01-21 10:57:25 main:574] : INFO : Epoch 1962 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 1894.56 ms [2021-01-21 10:57:27 main:574] : INFO : Epoch 1963 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 1943.3 ms [2021-01-21 10:57:29 main:574] : INFO : Epoch 1964 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 2077.05 ms [2021-01-21 10:57:31 main:574] : INFO : Epoch 1965 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 1876.31 ms [2021-01-21 10:57:33 main:574] : INFO : Epoch 1966 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1991.5 ms [2021-01-21 10:57:35 main:574] : INFO : Epoch 1967 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 2028.25 ms [2021-01-21 10:57:37 main:574] : INFO : Epoch 1968 | loss: 0.031174 | val_loss: 0.0311787 | Time: 1951.02 ms [2021-01-21 10:57:39 main:574] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 1878.35 ms [2021-01-21 10:57:41 main:574] : INFO : Epoch 1970 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 1895.71 ms [2021-01-21 10:57:43 main:574] : INFO : Epoch 1971 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1871 ms [2021-01-21 10:57:45 main:574] : INFO : Epoch 1972 | loss: 0.0311713 | val_loss: 0.03118 | Time: 1892.35 ms [2021-01-21 10:57:47 main:574] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 2004.42 ms [2021-01-21 10:57:49 main:574] : INFO : Epoch 1974 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 1892.63 ms [2021-01-21 10:57:50 main:574] : INFO : Epoch 1975 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 1881.1 ms [2021-01-21 10:57:52 main:574] : INFO : Epoch 1976 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 1943.9 ms [2021-01-21 10:57:54 main:574] : INFO : Epoch 1977 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 1915.92 ms [2021-01-21 10:57:56 main:574] : INFO : Epoch 1978 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 1914.05 ms [2021-01-21 10:57:58 main:574] : INFO : Epoch 1979 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 1900.12 ms [2021-01-21 10:58:00 main:574] : INFO : Epoch 1980 | loss: 0.031172 | val_loss: 0.0311826 | Time: 1894.13 ms [2021-01-21 10:58:02 main:574] : INFO : Epoch 1981 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 1923.94 ms [2021-01-21 10:58:04 main:574] : INFO : Epoch 1982 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 1946.82 ms [2021-01-21 10:58:06 main:574] : INFO : Epoch 1983 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 2025.09 ms [2021-01-21 10:58:08 main:574] : INFO : Epoch 1984 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 1973.46 ms [2021-01-21 10:58:10 main:574] : INFO : Epoch 1985 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 2056.68 ms [2021-01-21 10:58:12 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 2021.29 ms [2021-01-21 10:58:14 main:574] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.0311841 | Time: 2081.08 ms [2021-01-21 10:58:16 main:574] : INFO : Epoch 1988 | loss: 0.0311738 | val_loss: 0.0311876 | Time: 1976.93 ms [2021-01-21 10:58:18 main:574] : INFO : Epoch 1989 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 1937.78 ms [2021-01-21 10:58:20 main:574] : INFO : Epoch 1990 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 2027.86 ms [2021-01-21 10:58:22 main:574] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1909.58 ms [2021-01-21 10:58:24 main:574] : INFO : Epoch 1992 | loss: 0.031171 | val_loss: 0.0311794 | Time: 1866.63 ms [2021-01-21 10:58:26 main:574] : INFO : Epoch 1993 | loss: 0.0311752 | val_loss: 0.0311938 | Time: 1911.15 ms [2021-01-21 10:58:28 main:574] : INFO : Epoch 1994 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 1978.18 ms [2021-01-21 10:58:30 main:574] : INFO : Epoch 1995 | loss: 0.0311859 | val_loss: 0.0311917 | Time: 2017.11 ms [2021-01-21 10:58:32 main:574] : INFO : Epoch 1996 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 1986.82 ms [2021-01-21 10:58:34 main:574] : INFO : Epoch 1997 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1884.55 ms [2021-01-21 10:58:36 main:574] : INFO : Epoch 1998 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 1946.22 ms [2021-01-21 10:58:38 main:574] : INFO : Epoch 1999 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 1911.2 ms [2021-01-21 10:58:40 main:574] : INFO : Epoch 2000 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 1980.45 ms [2021-01-21 10:58:42 main:574] : INFO : Epoch 2001 | loss: 0.0311784 | val_loss: 0.031196 | Time: 1918.81 ms [2021-01-21 10:58:44 main:574] : INFO : Epoch 2002 | loss: 0.0311791 | val_loss: 0.0311891 | Time: 1882.52 ms [2021-01-21 10:58:46 main:574] : INFO : Epoch 2003 | loss: 0.0311759 | val_loss: 0.031185 | Time: 1879.99 ms [2021-01-21 10:58:47 main:574] : INFO : Epoch 2004 | loss: 0.0311756 | val_loss: 0.0311873 | Time: 1881.73 ms [2021-01-21 10:58:49 main:574] : INFO : Epoch 2005 | loss: 0.0311748 | val_loss: 0.031185 | Time: 1917.66 ms [2021-01-21 10:58:51 main:574] : INFO : Epoch 2006 | loss: 0.0311748 | val_loss: 0.0311912 | Time: 1863.91 ms [2021-01-21 10:58:53 main:574] : INFO : Epoch 2007 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 1880.69 ms [2021-01-21 10:58:55 main:574] : INFO : Epoch 2008 | loss: 0.0311748 | val_loss: 0.0311842 | Time: 1857.46 ms [2021-01-21 10:58:57 main:574] : INFO : Epoch 2009 | loss: 0.0311749 | val_loss: 0.031184 | Time: 1858.31 ms [2021-01-21 10:58:59 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 1862.41 ms [2021-01-21 10:59:01 main:574] : INFO : Epoch 2011 | loss: 0.0311724 | val_loss: 0.031185 | Time: 2073.77 ms [2021-01-21 10:59:03 main:574] : INFO : Epoch 2012 | loss: 0.0311735 | val_loss: 0.0311906 | Time: 1867.51 ms [2021-01-21 10:59:05 main:574] : INFO : Epoch 2013 | loss: 0.031173 | val_loss: 0.0311852 | Time: 1878.95 ms [2021-01-21 10:59:06 main:574] : INFO : Epoch 2014 | loss: 0.0311736 | val_loss: 0.0311859 | Time: 1852.97 ms [2021-01-21 10:59:08 main:574] : INFO : Epoch 2015 | loss: 0.0311727 | val_loss: 0.0311841 | Time: 1870.26 ms [2021-01-21 10:59:10 main:574] : INFO : Epoch 2016 | loss: 0.031172 | val_loss: 0.0311882 | Time: 1841.66 ms [2021-01-21 10:59:12 main:574] : INFO : Epoch 2017 | loss: 0.0311724 | val_loss: 0.0311864 | Time: 1851.21 ms [2021-01-21 10:59:14 main:574] : INFO : Epoch 2018 | loss: 0.031173 | val_loss: 0.0311853 | Time: 1851.23 ms [2021-01-21 10:59:16 main:574] : INFO : Epoch 2019 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 1862.91 ms [2021-01-21 10:59:18 main:574] : INFO : Epoch 2020 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 1905.63 ms [2021-01-21 10:59:20 main:574] : INFO : Epoch 2021 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 1911.47 ms [2021-01-21 10:59:21 main:574] : INFO : Epoch 2022 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 1860.1 ms [2021-01-21 10:59:23 main:574] : INFO : Epoch 2023 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 1962.08 ms [2021-01-21 10:59:25 main:574] : INFO : Epoch 2024 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 1877.68 ms [2021-01-21 10:59:27 main:574] : INFO : Epoch 2025 | loss: 0.0311719 | val_loss: 0.0311875 | Time: 1872.64 ms [2021-01-21 10:59:29 main:574] : INFO : Epoch 2026 | loss: 0.0311718 | val_loss: 0.0311875 | Time: 1932.6 ms [2021-01-21 10:59:31 main:574] : INFO : Epoch 2027 | loss: 0.0311716 | val_loss: 0.0311845 | Time: 1869.38 ms [2021-01-21 10:59:33 main:574] : INFO : Epoch 2028 | loss: 0.0311711 | val_loss: 0.0311889 | Time: 1881.68 ms [2021-01-21 10:59:35 main:574] : INFO : Epoch 2029 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1921.09 ms [2021-01-21 10:59:37 main:574] : INFO : Epoch 2030 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 1893.19 ms [2021-01-21 10:59:39 main:574] : INFO : Epoch 2031 | loss: 0.0311814 | val_loss: 0.03119 | Time: 1876.29 ms [2021-01-21 10:59:41 main:574] : INFO : Epoch 2032 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 1921.81 ms [2021-01-21 10:59:42 main:574] : INFO : Epoch 2033 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 1892.23 ms [2021-01-21 10:59:44 main:574] : INFO : Epoch 2034 | loss: 0.0311778 | val_loss: 0.0311851 | Time: 1961.06 ms [2021-01-21 10:59:46 main:574] : INFO : Epoch 2035 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1812.5 ms [2021-01-21 10:59:48 main:574] : INFO : Epoch 2036 | loss: 0.0311762 | val_loss: 0.0311864 | Time: 1940.72 ms [2021-01-21 10:59:50 main:574] : INFO : Epoch 2037 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 1868.4 ms [2021-01-21 10:59:52 main:574] : INFO : Epoch 2038 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 1857.11 ms [2021-01-21 10:59:54 main:574] : INFO : Epoch 2039 | loss: 0.0311718 | val_loss: 0.0311869 | Time: 1867.73 ms [2021-01-21 10:59:56 main:574] : INFO : Epoch 2040 | loss: 0.0311721 | val_loss: 0.0311883 | Time: 1862.36 ms [2021-01-21 10:59:58 main:574] : INFO : Epoch 2041 | loss: 0.0311733 | val_loss: 0.0311891 | Time: 1940.37 ms [2021-01-21 11:00:00 main:574] : INFO : Epoch 2042 | loss: 0.031174 | val_loss: 0.0311918 | Time: 1880.23 ms [2021-01-21 11:00:01 main:574] : INFO : Epoch 2043 | loss: 0.0311773 | val_loss: 0.0311926 | Time: 1864.49 ms [2021-01-21 11:00:03 main:574] : INFO : Epoch 2044 | loss: 0.031174 | val_loss: 0.0311861 | Time: 1977.52 ms [2021-01-21 11:00:05 main:574] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 1957.64 ms [2021-01-21 11:00:07 main:574] : INFO : Epoch 2046 | loss: 0.0311741 | val_loss: 0.0311849 | Time: 1865.51 ms [2021-01-21 11:00:09 main:574] : INFO : Epoch 2047 | loss: 0.0311716 | val_loss: 0.0311852 | Time: 1928.56 ms [2021-01-21 11:00:11 main:574] : INFO : Epoch 2048 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 1896.18 ms [2021-01-21 11:00:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2021-01-21 11:00:11 main:603] : INFO : Saving end state to config to file [2021-01-21 11:00:11 main:608] : INFO : Success, exiting.. 11:00:11 (8964): 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)