Task 5112112
| Name | ParityModified-1619584457-5739-0_0 |
| Workunit | 3069783 |
| Created | 28 Apr 2021, 4:34:21 UTC |
| Sent | 4 May 2021, 5:53:42 UTC |
| Report deadline | 12 May 2021, 5:53:42 UTC |
| Received | 4 May 2021, 15:38:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 5 min 26 sec |
| CPU time | 1 hours 5 min 22 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>
main:581] : INFO : Epoch 1538 | loss: 0.0309963 | val_loss: 0.0313319 | Time: 1929.24 ms
[2021-05-04 10:26:07 main:581] : INFO : Epoch 1539 | loss: 0.0309953 | val_loss: 0.0312721 | Time: 1926.57 ms
[2021-05-04 10:26:09 main:581] : INFO : Epoch 1540 | loss: 0.0310023 | val_loss: 0.0313099 | Time: 1915.57 ms
[2021-05-04 10:26:11 main:581] : INFO : Epoch 1541 | loss: 0.0309937 | val_loss: 0.0313241 | Time: 1868.55 ms
[2021-05-04 10:26:13 main:581] : INFO : Epoch 1542 | loss: 0.030993 | val_loss: 0.0313378 | Time: 1868.34 ms
[2021-05-04 10:26:15 main:581] : INFO : Epoch 1543 | loss: 0.0309988 | val_loss: 0.0313063 | Time: 1870.79 ms
[2021-05-04 10:26:17 main:581] : INFO : Epoch 1544 | loss: 0.0309884 | val_loss: 0.0313441 | Time: 1941.48 ms
[2021-05-04 10:26:19 main:581] : INFO : Epoch 1545 | loss: 0.0309862 | val_loss: 0.0313475 | Time: 1933.8 ms
[2021-05-04 10:26:20 main:581] : INFO : Epoch 1546 | loss: 0.0309938 | val_loss: 0.031307 | Time: 1936.99 ms
[2021-05-04 10:26:22 main:581] : INFO : Epoch 1547 | loss: 0.0310011 | val_loss: 0.0313382 | Time: 1940.81 ms
[2021-05-04 10:26:24 main:581] : INFO : Epoch 1548 | loss: 0.0309937 | val_loss: 0.0313351 | Time: 1885.04 ms
[2021-05-04 10:26:26 main:581] : INFO : Epoch 1549 | loss: 0.0310039 | val_loss: 0.0313431 | Time: 1922.29 ms
[2021-05-04 10:26:28 main:581] : INFO : Epoch 1550 | loss: 0.0309995 | val_loss: 0.031335 | Time: 1940.73 ms
[2021-05-04 10:26:30 main:581] : INFO : Epoch 1551 | loss: 0.0309933 | val_loss: 0.0313442 | Time: 1917.81 ms
[2021-05-04 10:26:32 main:581] : INFO : Epoch 1552 | loss: 0.0309987 | val_loss: 0.031305 | Time: 1955.28 ms
[2021-05-04 10:26:34 main:581] : INFO : Epoch 1553 | loss: 0.0310053 | val_loss: 0.0313506 | Time: 2004.71 ms
[2021-05-04 10:26:36 main:581] : INFO : Epoch 1554 | loss: 0.0309919 | val_loss: 0.0313134 | Time: 1881.81 ms
[2021-05-04 10:26:38 main:581] : INFO : Epoch 1555 | loss: 0.0309911 | val_loss: 0.0313384 | Time: 1881.35 ms
[2021-05-04 10:26:40 main:581] : INFO : Epoch 1556 | loss: 0.0309877 | val_loss: 0.0313421 | Time: 1934.98 ms
[2021-05-04 10:26:42 main:581] : INFO : Epoch 1557 | loss: 0.0309903 | val_loss: 0.0313209 | Time: 1946.75 ms
[2021-05-04 10:26:44 main:581] : INFO : Epoch 1558 | loss: 0.0309991 | val_loss: 0.0313339 | Time: 1910.82 ms
[2021-05-04 10:26:46 main:581] : INFO : Epoch 1559 | loss: 0.0309983 | val_loss: 0.0313334 | Time: 1923.38 ms
[2021-05-04 10:26:47 main:581] : INFO : Epoch 1560 | loss: 0.0309986 | val_loss: 0.0313357 | Time: 1927.42 ms
[2021-05-04 10:26:49 main:581] : INFO : Epoch 1561 | loss: 0.0309932 | val_loss: 0.0313392 | Time: 1881.6 ms
[2021-05-04 10:26:51 main:581] : INFO : Epoch 1562 | loss: 0.0310015 | val_loss: 0.0313122 | Time: 1925.13 ms
[2021-05-04 10:26:53 main:581] : INFO : Epoch 1563 | loss: 0.0310058 | val_loss: 0.03134 | Time: 1871.3 ms
[2021-05-04 10:26:55 main:581] : INFO : Epoch 1564 | loss: 0.0309985 | val_loss: 0.0312962 | Time: 1873.74 ms
[2021-05-04 10:26:57 main:581] : INFO : Epoch 1565 | loss: 0.0309981 | val_loss: 0.0313306 | Time: 1926.31 ms
[2021-05-04 10:26:59 main:581] : INFO : Epoch 1566 | loss: 0.0309978 | val_loss: 0.0313434 | Time: 1935.43 ms
[2021-05-04 10:27:01 main:581] : INFO : Epoch 1567 | loss: 0.0310011 | val_loss: 0.031346 | Time: 1918.87 ms
[2021-05-04 10:27:03 main:581] : INFO : Epoch 1568 | loss: 0.0309932 | val_loss: 0.0313302 | Time: 1902.81 ms
[2021-05-04 10:27:05 main:581] : INFO : Epoch 1569 | loss: 0.0309925 | val_loss: 0.0313417 | Time: 1863.42 ms
[2021-05-04 10:27:06 main:581] : INFO : Epoch 1570 | loss: 0.0309924 | val_loss: 0.0313225 | Time: 1906.71 ms
[2021-05-04 10:27:08 main:581] : INFO : Epoch 1571 | loss: 0.0309881 | val_loss: 0.0313214 | Time: 1949.35 ms
[2021-05-04 10:27:10 main:581] : INFO : Epoch 1572 | loss: 0.0309907 | val_loss: 0.0313204 | Time: 2021.16 ms
[2021-05-04 10:27:12 main:581] : INFO : Epoch 1573 | loss: 0.0310045 | val_loss: 0.0313162 | Time: 1936.83 ms
[2021-05-04 10:27:14 main:581] : INFO : Epoch 1574 | loss: 0.0309998 | val_loss: 0.0313366 | Time: 1945.82 ms
[2021-05-04 10:27:16 main:581] : INFO : Epoch 1575 | loss: 0.0309927 | val_loss: 0.0313365 | Time: 1933.21 ms
[2021-05-04 10:27:18 main:581] : INFO : Epoch 1576 | loss: 0.0309934 | val_loss: 0.0313362 | Time: 1931.25 ms
[2021-05-04 10:27:20 main:581] : INFO : Epoch 1577 | loss: 0.0310019 | val_loss: 0.0313588 | Time: 1895.86 ms
[2021-05-04 10:27:22 main:581] : INFO : Epoch 1578 | loss: 0.0310055 | val_loss: 0.031322 | Time: 1881.53 ms
[2021-05-04 10:27:24 main:581] : INFO : Epoch 1579 | loss: 0.0309997 | val_loss: 0.0313263 | Time: 1871.84 ms
[2021-05-04 10:27:26 main:581] : INFO : Epoch 1580 | loss: 0.0309891 | val_loss: 0.031361 | Time: 1871.11 ms
[2021-05-04 10:27:28 main:581] : INFO : Epoch 1581 | loss: 0.0309926 | val_loss: 0.0313138 | Time: 1901.02 ms
[2021-05-04 10:27:29 main:581] : INFO : Epoch 1582 | loss: 0.0309962 | val_loss: 0.0313154 | Time: 1873.85 ms
[2021-05-04 10:27:31 main:581] : INFO : Epoch 1583 | loss: 0.030999 | val_loss: 0.0313703 | Time: 1867.81 ms
[2021-05-04 10:27:33 main:581] : INFO : Epoch 1584 | loss: 0.0310022 | val_loss: 0.0312962 | Time: 1872 ms
[2021-05-04 10:27:35 main:581] : INFO : Epoch 1585 | loss: 0.0310002 | val_loss: 0.0313325 | Time: 1868.99 ms
[2021-05-04 10:27:37 main:581] : INFO : Epoch 1586 | loss: 0.0309929 | val_loss: 0.0313179 | Time: 1875.62 ms
[2021-05-04 10:27:39 main:581] : INFO : Epoch 1587 | loss: 0.030991 | val_loss: 0.0313324 | Time: 1870.27 ms
[2021-05-04 10:27:41 main:581] : INFO : Epoch 1588 | loss: 0.0309961 | val_loss: 0.0313262 | Time: 1905.97 ms
[2021-05-04 10:27:43 main:581] : INFO : Epoch 1589 | loss: 0.0309958 | val_loss: 0.0313211 | Time: 1931.82 ms
[2021-05-04 10:27:45 main:581] : INFO : Epoch 1590 | loss: 0.0309946 | val_loss: 0.0313248 | Time: 1935.74 ms
[2021-05-04 10:27:47 main:581] : INFO : Epoch 1591 | loss: 0.0309952 | val_loss: 0.0313307 | Time: 1927.43 ms
[2021-05-04 10:27:48 main:581] : INFO : Epoch 1592 | loss: 0.0310016 | val_loss: 0.0313094 | Time: 1931.91 ms
[2021-05-04 10:27:50 main:581] : INFO : Epoch 1593 | loss: 0.0309979 | val_loss: 0.0313244 | Time: 1914.72 ms
[2021-05-04 10:27:52 main:581] : INFO : Epoch 1594 | loss: 0.0309952 | val_loss: 0.0313317 | Time: 2009.64 ms
[2021-05-04 10:27:54 main:581] : INFO : Epoch 1595 | loss: 0.0309899 | val_loss: 0.0313515 | Time: 2032.29 ms
[2021-05-04 10:27:56 main:581] : INFO : Epoch 1596 | loss: 0.0309816 | val_loss: 0.0313164 | Time: 2036.32 ms
[2021-05-04 10:27:58 main:581] : INFO : Epoch 1597 | loss: 0.0309903 | val_loss: 0.0313355 | Time: 1912.54 ms
[2021-05-04 10:28:00 main:581] : INFO : Epoch 1598 | loss: 0.0309974 | val_loss: 0.0313514 | Time: 1874.01 ms
[2021-05-04 10:28:02 main:581] : INFO : Epoch 1599 | loss: 0.0309935 | val_loss: 0.0313281 | Time: 1917.6 ms
[2021-05-04 10:28:04 main:581] : INFO : Epoch 1600 | loss: 0.0309965 | val_loss: 0.0313389 | Time: 1870.53 ms
[2021-05-04 10:28:06 main:581] : INFO : Epoch 1601 | loss: 0.030995 | val_loss: 0.0313559 | Time: 1911.42 ms
[2021-05-04 10:28:08 main:581] : INFO : Epoch 1602 | loss: 0.0309947 | val_loss: 0.0313237 | Time: 1919.83 ms
[2021-05-04 10:28:10 main:581] : INFO : Epoch 1603 | loss: 0.0309966 | val_loss: 0.0313343 | Time: 1911.18 ms
[2021-05-04 10:28:12 main:581] : INFO : Epoch 1604 | loss: 0.0310007 | val_loss: 0.0313113 | Time: 1888.43 ms
[2021-05-04 10:28:14 main:581] : INFO : Epoch 1605 | loss: 0.0309959 | val_loss: 0.0313522 | Time: 1898.84 ms
[2021-05-04 10:28:16 main:581] : INFO : Epoch 1606 | loss: 0.0309922 | val_loss: 0.0313402 | Time: 1937.35 ms
[2021-05-04 10:28:17 main:581] : INFO : Epoch 1607 | loss: 0.0309963 | val_loss: 0.031324 | Time: 1921.67 ms
[2021-05-04 10:28:19 main:581] : INFO : Epoch 1608 | loss: 0.0310022 | val_loss: 0.0313329 | Time: 1923.93 ms
[2021-05-04 10:28:21 main:581] : INFO : Epoch 1609 | loss: 0.0309965 | val_loss: 0.0313267 | Time: 1949.43 ms
[2021-05-04 10:28:23 main:581] : INFO : Epoch 1610 | loss: 0.0309953 | val_loss: 0.0313526 | Time: 1916.85 ms
[2021-05-04 10:28:25 main:581] : INFO : Epoch 1611 | loss: 0.0309904 | val_loss: 0.0313379 | Time: 1924.02 ms
[2021-05-04 10:28:27 main:581] : INFO : Epoch 1612 | loss: 0.030992 | val_loss: 0.0313355 | Time: 1873.77 ms
[2021-05-04 10:28:29 main:581] : INFO : Epoch 1613 | loss: 0.0309917 | val_loss: 0.0313459 | Time: 1888.25 ms
[2021-05-04 10:28:31 main:581] : INFO : Epoch 1614 | loss: 0.0309882 | val_loss: 0.0313155 | Time: 1945.78 ms
[2021-05-04 10:28:33 main:581] : INFO : Epoch 1615 | loss: 0.0309939 | val_loss: 0.031333 | Time: 1911.63 ms
[2021-05-04 10:28:35 main:581] : INFO : Epoch 1616 | loss: 0.0310017 | val_loss: 0.0313206 | Time: 1872.84 ms
[2021-05-04 10:28:37 main:581] : INFO : Epoch 1617 | loss: 0.0309929 | val_loss: 0.0313295 | Time: 1927.39 ms
[2021-05-04 10:28:38 main:581] : INFO : Epoch 1618 | loss: 0.0309922 | val_loss: 0.0313387 | Time: 1924.73 ms
[2021-05-04 10:28:40 main:581] : INFO : Epoch 1619 | loss: 0.030993 | val_loss: 0.0313198 | Time: 1937.98 ms
[2021-05-04 10:28:42 main:581] : INFO : Epoch 1620 | loss: 0.031 | val_loss: 0.0313108 | Time: 1934.49 ms
[2021-05-04 10:28:44 main:581] : INFO : Epoch 1621 | loss: 0.031001 | val_loss: 0.0313372 | Time: 1920.23 ms
[2021-05-04 10:28:46 main:581] : INFO : Epoch 1622 | loss: 0.0310014 | val_loss: 0.0313294 | Time: 1935.03 ms
[2021-05-04 10:28:48 main:581] : INFO : Epoch 1623 | loss: 0.0309947 | val_loss: 0.0313277 | Time: 1941.02 ms
[2021-05-04 10:28:50 main:581] : INFO : Epoch 1624 | loss: 0.0309937 | val_loss: 0.0313417 | Time: 1935.5 ms
[2021-05-04 10:28:52 main:581] : INFO : Epoch 1625 | loss: 0.0309946 | val_loss: 0.0313025 | Time: 1918.66 ms
[2021-05-04 10:28:54 main:581] : INFO : Epoch 1626 | loss: 0.0309943 | val_loss: 0.0313172 | Time: 1986.15 ms
[2021-05-04 10:28:56 main:581] : INFO : Epoch 1627 | loss: 0.030998 | val_loss: 0.0313379 | Time: 1832.63 ms
[2021-05-04 10:28:58 main:581] : INFO : Epoch 1628 | loss: 0.0310005 | val_loss: 0.0313115 | Time: 1868.33 ms
[2021-05-04 10:29:00 main:581] : INFO : Epoch 1629 | loss: 0.030996 | val_loss: 0.0313251 | Time: 1866.02 ms
[2021-05-04 10:29:01 main:581] : INFO : Epoch 1630 | loss: 0.0309946 | val_loss: 0.0313213 | Time: 1906.29 ms
[2021-05-04 10:29:03 main:581] : INFO : Epoch 1631 | loss: 0.0309943 | val_loss: 0.0313272 | Time: 1923.32 ms
[2021-05-04 10:29:05 main:581] : INFO : Epoch 1632 | loss: 0.0309938 | val_loss: 0.0313424 | Time: 1926.05 ms
[2021-05-04 10:29:07 main:581] : INFO : Epoch 1633 | loss: 0.0309946 | val_loss: 0.0313269 | Time: 1938.63 ms
[2021-05-04 10:29:09 main:581] : INFO : Epoch 1634 | loss: 0.0309993 | val_loss: 0.0313272 | Time: 1932.72 ms
[2021-05-04 10:29:11 main:581] : INFO : Epoch 1635 | loss: 0.03101 | val_loss: 0.031322 | Time: 1907.47 ms
[2021-05-04 10:29:13 main:581] : INFO : Epoch 1636 | loss: 0.0310014 | val_loss: 0.0313408 | Time: 1935.65 ms
[2021-05-04 10:29:15 main:581] : INFO : Epoch 1637 | loss: 0.030999 | val_loss: 0.0313088 | Time: 1931.84 ms
[2021-05-04 10:29:17 main:581] : INFO : Epoch 1638 | loss: 0.0309938 | val_loss: 0.0313188 | Time: 1928.24 ms
[2021-05-04 10:29:19 main:581] : INFO : Epoch 1639 | loss: 0.0309931 | val_loss: 0.0313446 | Time: 1933.82 ms
[2021-05-04 10:29:21 main:581] : INFO : Epoch 1640 | loss: 0.0309957 | val_loss: 0.0312922 | Time: 1896.4 ms
[2021-05-04 10:29:23 main:581] : INFO : Epoch 1641 | loss: 0.0309986 | val_loss: 0.0313301 | Time: 1900.56 ms
[2021-05-04 10:29:25 main:581] : INFO : Epoch 1642 | loss: 0.030995 | val_loss: 0.0313412 | Time: 1914.33 ms
[2021-05-04 10:29:26 main:581] : INFO : Epoch 1643 | loss: 0.0310052 | val_loss: 0.0313765 | Time: 1940.18 ms
[2021-05-04 10:29:28 main:581] : INFO : Epoch 1644 | loss: 0.0309945 | val_loss: 0.0313183 | Time: 1909 ms
[2021-05-04 10:29:30 main:581] : INFO : Epoch 1645 | loss: 0.0309971 | val_loss: 0.0313116 | Time: 1926.5 ms
[2021-05-04 10:29:32 main:581] : INFO : Epoch 1646 | loss: 0.0309936 | val_loss: 0.0313215 | Time: 1929.31 ms
[2021-05-04 10:29:34 main:581] : INFO : Epoch 1647 | loss: 0.0309975 | val_loss: 0.031326 | Time: 1891.4 ms
[2021-05-04 10:29:36 main:581] : INFO : Epoch 1648 | loss: 0.0310023 | val_loss: 0.0313385 | Time: 1882.07 ms
[2021-05-04 10:29:38 main:581] : INFO : Epoch 1649 | loss: 0.0309926 | val_loss: 0.0313138 | Time: 1878.84 ms
[2021-05-04 10:29:40 main:581] : INFO : Epoch 1650 | loss: 0.0309846 | val_loss: 0.0313764 | Time: 1875.82 ms
[2021-05-04 10:29:42 main:581] : INFO : Epoch 1651 | loss: 0.0309884 | val_loss: 0.0313371 | Time: 1879.25 ms
[2021-05-04 10:29:44 main:581] : INFO : Epoch 1652 | loss: 0.0309973 | val_loss: 0.0313341 | Time: 1932.04 ms
[2021-05-04 10:29:46 main:581] : INFO : Epoch 1653 | loss: 0.0310133 | val_loss: 0.0312941 | Time: 1927.68 ms
[2021-05-04 10:29:47 main:581] : INFO : Epoch 1654 | loss: 0.0310062 | val_loss: 0.0312996 | Time: 1930.95 ms
[2021-05-04 10:29:49 main:581] : INFO : Epoch 1655 | loss: 0.0310095 | val_loss: 0.0313101 | Time: 1941.35 ms
[2021-05-04 10:29:51 main:581] : INFO : Epoch 1656 | loss: 0.0310066 | val_loss: 0.0313108 | Time: 1874.71 ms
[2021-05-04 10:29:53 main:581] : INFO : Epoch 1657 | loss: 0.0310035 | val_loss: 0.0313289 | Time: 1866.84 ms
[2021-05-04 10:29:55 main:581] : INFO : Epoch 1658 | loss: 0.0309951 | val_loss: 0.031301 | Time: 1871.73 ms
[2021-05-04 10:29:57 main:581] : INFO : Epoch 1659 | loss: 0.0309907 | val_loss: 0.0313461 | Time: 1877.43 ms
[2021-05-04 10:29:59 main:581] : INFO : Epoch 1660 | loss: 0.0309922 | val_loss: 0.0313297 | Time: 1903.22 ms
[2021-05-04 10:30:01 main:581] : INFO : Epoch 1661 | loss: 0.0309918 | val_loss: 0.0313362 | Time: 1866.68 ms
[2021-05-04 10:30:03 main:581] : INFO : Epoch 1662 | loss: 0.0309924 | val_loss: 0.0313299 | Time: 1889.79 ms
[2021-05-04 10:30:04 main:581] : INFO : Epoch 1663 | loss: 0.0309933 | val_loss: 0.0313186 | Time: 1876.98 ms
[2021-05-04 10:30:06 main:581] : INFO : Epoch 1664 | loss: 0.0309949 | val_loss: 0.0313331 | Time: 1931.12 ms
[2021-05-04 10:30:08 main:581] : INFO : Epoch 1665 | loss: 0.0309908 | val_loss: 0.031322 | Time: 1922.56 ms
[2021-05-04 10:30:10 main:581] : INFO : Epoch 1666 | loss: 0.0309904 | val_loss: 0.0313408 | Time: 1916.72 ms
[2021-05-04 10:30:12 main:581] : INFO : Epoch 1667 | loss: 0.0309924 | val_loss: 0.0313411 | Time: 1915.79 ms
[2021-05-04 10:30:14 main:581] : INFO : Epoch 1668 | loss: 0.0309921 | val_loss: 0.0313548 | Time: 1902.32 ms
[2021-05-04 10:30:16 main:581] : INFO : Epoch 1669 | loss: 0.0309926 | val_loss: 0.0313284 | Time: 1885.81 ms
[2021-05-04 10:30:18 main:581] : INFO : Epoch 1670 | loss: 0.0309861 | val_loss: 0.0313087 | Time: 2012.28 ms
[2021-05-04 10:30:20 main:581] : INFO : Epoch 1671 | loss: 0.0309832 | val_loss: 0.0313628 | Time: 2125.8 ms
[2021-05-04 10:30:22 main:581] : INFO : Epoch 1672 | loss: 0.0309965 | val_loss: 0.0313043 | Time: 2085.9 ms
[2021-05-04 10:30:24 main:581] : INFO : Epoch 1673 | loss: 0.0309973 | val_loss: 0.0313266 | Time: 1871.15 ms
[2021-05-04 10:30:26 main:581] : INFO : Epoch 1674 | loss: 0.0309983 | val_loss: 0.0313065 | Time: 1873.29 ms
[2021-05-04 10:30:28 main:581] : INFO : Epoch 1675 | loss: 0.0309963 | val_loss: 0.0313502 | Time: 1878.57 ms
[2021-05-04 10:30:30 main:581] : INFO : Epoch 1676 | loss: 0.0309957 | val_loss: 0.0313347 | Time: 1882.56 ms
[2021-05-04 10:30:32 main:581] : INFO : Epoch 1677 | loss: 0.0310045 | val_loss: 0.0313106 | Time: 1915.67 ms
[2021-05-04 10:30:33 main:581] : INFO : Epoch 1678 | loss: 0.0309989 | val_loss: 0.031322 | Time: 1916.88 ms
[2021-05-04 10:30:35 main:581] : INFO : Epoch 1679 | loss: 0.0310161 | val_loss: 0.0313152 | Time: 1887.13 ms
[2021-05-04 10:30:37 main:581] : INFO : Epoch 1680 | loss: 0.0310024 | val_loss: 0.0313636 | Time: 1915.21 ms
[2021-05-04 10:30:39 main:581] : INFO : Epoch 1681 | loss: 0.0310002 | val_loss: 0.0313417 | Time: 1925.1 ms
[2021-05-04 10:30:41 main:581] : INFO : Epoch 1682 | loss: 0.0309898 | val_loss: 0.0313483 | Time: 1938.91 ms
[2021-05-04 10:30:43 main:581] : INFO : Epoch 1683 | loss: 0.0309902 | val_loss: 0.0313245 | Time: 1910 ms
[2021-05-04 10:30:45 main:581] : INFO : Epoch 1684 | loss: 0.030988 | val_loss: 0.0313305 | Time: 1924.09 ms
[2021-05-04 10:30:47 main:581] : INFO : Epoch 1685 | loss: 0.0309933 | val_loss: 0.0313589 | Time: 2039.27 ms
[2021-05-04 10:30:49 main:581] : INFO : Epoch 1686 | loss: 0.0310002 | val_loss: 0.0313011 | Time: 2061.44 ms
[2021-05-04 10:30:51 main:581] : INFO : Epoch 1687 | loss: 0.0310002 | val_loss: 0.0313492 | Time: 1947.83 ms
[2021-05-04 10:30:53 main:581] : INFO : Epoch 1688 | loss: 0.0310042 | val_loss: 0.0313318 | Time: 1940.15 ms
[2021-05-04 10:30:55 main:581] : INFO : Epoch 1689 | loss: 0.0310868 | val_loss: 0.0314025 | Time: 1930.83 ms
[2021-05-04 10:30:57 main:581] : INFO : Epoch 1690 | loss: 0.0310679 | val_loss: 0.031356 | Time: 1928.21 ms
[2021-05-04 10:30:59 main:581] : INFO : Epoch 1691 | loss: 0.0310018 | val_loss: 0.03133 | Time: 1940.16 ms
[2021-05-04 10:31:01 main:581] : INFO : Epoch 1692 | loss: 0.0309987 | val_loss: 0.0313202 | Time: 1869.69 ms
[2021-05-04 10:31:02 main:581] : INFO : Epoch 1693 | loss: 0.0309866 | val_loss: 0.031325 | Time: 1861.51 ms
[2021-05-04 10:31:04 main:581] : INFO : Epoch 1694 | loss: 0.0309912 | val_loss: 0.031325 | Time: 1943.58 ms
[2021-05-04 10:31:06 main:581] : INFO : Epoch 1695 | loss: 0.0309928 | val_loss: 0.031349 | Time: 1918.24 ms
[2021-05-04 10:31:08 main:581] : INFO : Epoch 1696 | loss: 0.0309927 | val_loss: 0.0313279 | Time: 1910.56 ms
[2021-05-04 10:31:10 main:581] : INFO : Epoch 1697 | loss: 0.0309913 | val_loss: 0.0313354 | Time: 1777.52 ms
[2021-05-04 10:31:12 main:581] : INFO : Epoch 1698 | loss: 0.0309918 | val_loss: 0.0313506 | Time: 1923.44 ms
[2021-05-04 10:31:14 main:581] : INFO : Epoch 1699 | loss: 0.0309976 | val_loss: 0.0313078 | Time: 1926.44 ms
[2021-05-04 10:31:16 main:581] : INFO : Epoch 1700 | loss: 0.0309946 | val_loss: 0.0313284 | Time: 1932.71 ms
[2021-05-04 10:31:18 main:581] : INFO : Epoch 1701 | loss: 0.0309917 | val_loss: 0.0313271 | Time: 1938.02 ms
[2021-05-04 10:31:20 main:581] : INFO : Epoch 1702 | loss: 0.0309994 | val_loss: 0.0313427 | Time: 1881.67 ms
[2021-05-04 10:31:22 main:581] : INFO : Epoch 1703 | loss: 0.0309997 | val_loss: 0.0313447 | Time: 1905.34 ms
[2021-05-04 10:31:23 main:581] : INFO : Epoch 1704 | loss: 0.030995 | val_loss: 0.0313501 | Time: 1924.04 ms
[2021-05-04 10:31:25 main:581] : INFO : Epoch 1705 | loss: 0.0309924 | val_loss: 0.0313263 | Time: 1898.41 ms
[2021-05-04 10:31:27 main:581] : INFO : Epoch 1706 | loss: 0.0309896 | val_loss: 0.0313048 | Time: 1913.19 ms
[2021-05-04 10:31:29 main:581] : INFO : Epoch 1707 | loss: 0.0309926 | val_loss: 0.0313373 | Time: 1891.89 ms
[2021-05-04 10:31:31 main:581] : INFO : Epoch 1708 | loss: 0.0309983 | val_loss: 0.0313223 | Time: 1871.75 ms
[2021-05-04 10:31:33 main:581] : INFO : Epoch 1709 | loss: 0.0309914 | val_loss: 0.0313711 | Time: 1921.45 ms
[2021-05-04 10:31:35 main:581] : INFO : Epoch 1710 | loss: 0.0309919 | val_loss: 0.0313238 | Time: 1939.66 ms
[2021-05-04 10:31:37 main:581] : INFO : Epoch 1711 | loss: 0.0309913 | val_loss: 0.0313363 | Time: 1932.52 ms
[2021-05-04 10:31:39 main:581] : INFO : Epoch 1712 | loss: 0.0310037 | val_loss: 0.0313133 | Time: 1917.8 ms
[2021-05-04 10:31:41 main:581] : INFO : Epoch 1713 | loss: 0.0310271 | val_loss: 0.0313277 | Time: 1866.73 ms
[2021-05-04 10:31:42 main:581] : INFO : Epoch 1714 | loss: 0.0310082 | val_loss: 0.0313362 | Time: 1873.68 ms
[2021-05-04 10:31:44 main:581] : INFO : Epoch 1715 | loss: 0.0310017 | val_loss: 0.0313563 | Time: 1927.74 ms
[2021-05-04 10:31:46 main:581] : INFO : Epoch 1716 | loss: 0.0310064 | val_loss: 0.0313261 | Time: 1917.69 ms
[2021-05-04 10:31:48 main:581] : INFO : Epoch 1717 | loss: 0.0310073 | val_loss: 0.0313087 | Time: 1946.97 ms
[2021-05-04 10:31:50 main:581] : INFO : Epoch 1718 | loss: 0.0310025 | val_loss: 0.0313235 | Time: 1931.1 ms
[2021-05-04 10:31:52 main:581] : INFO : Epoch 1719 | loss: 0.0309925 | val_loss: 0.0313156 | Time: 1869.64 ms
[2021-05-04 10:31:54 main:581] : INFO : Epoch 1720 | loss: 0.0309881 | val_loss: 0.0313249 | Time: 1895.43 ms
[2021-05-04 10:31:56 main:581] : INFO : Epoch 1721 | loss: 0.0309899 | val_loss: 0.0313338 | Time: 1897.04 ms
[2021-05-04 10:31:58 main:581] : INFO : Epoch 1722 | loss: 0.0309889 | val_loss: 0.0313886 | Time: 1873.47 ms
[2021-05-04 10:32:00 main:581] : INFO : Epoch 1723 | loss: 0.0309893 | val_loss: 0.0313378 | Time: 1913.06 ms
[2021-05-04 10:32:02 main:581] : INFO : Epoch 1724 | loss: 0.0309871 | val_loss: 0.0313699 | Time: 1902.97 ms
[2021-05-04 10:32:03 main:581] : INFO : Epoch 1725 | loss: 0.0309885 | val_loss: 0.0313131 | Time: 1872.74 ms
[2021-05-04 10:32:05 main:581] : INFO : Epoch 1726 | loss: 0.0309959 | val_loss: 0.0313159 | Time: 1899.61 ms
[2021-05-04 10:32:07 main:581] : INFO : Epoch 1727 | loss: 0.0309976 | val_loss: 0.0313345 | Time: 1936.53 ms
[2021-05-04 10:32:09 main:581] : INFO : Epoch 1728 | loss: 0.0309863 | val_loss: 0.0313275 | Time: 1879.25 ms
[2021-05-04 10:32:11 main:581] : INFO : Epoch 1729 | loss: 0.0309925 | val_loss: 0.0313534 | Time: 1879.14 ms
[2021-05-04 10:32:13 main:581] : INFO : Epoch 1730 | loss: 0.0310055 | val_loss: 0.0313041 | Time: 1876.01 ms
[2021-05-04 10:32:15 main:581] : INFO : Epoch 1731 | loss: 0.0310026 | val_loss: 0.0313647 | Time: 1869.74 ms
[2021-05-04 10:32:17 main:581] : INFO : Epoch 1732 | loss: 0.0309914 | val_loss: 0.0313198 | Time: 1914.23 ms
[2021-05-04 10:32:19 main:581] : INFO : Epoch 1733 | loss: 0.0309948 | val_loss: 0.0313417 | Time: 1939.3 ms
[2021-05-04 10:32:21 main:581] : INFO : Epoch 1734 | loss: 0.0309926 | val_loss: 0.031329 | Time: 1945.04 ms
[2021-05-04 10:32:22 main:581] : INFO : Epoch 1735 | loss: 0.0309888 | val_loss: 0.0313453 | Time: 1895.97 ms
[2021-05-04 10:32:24 main:581] : INFO : Epoch 1736 | loss: 0.0309861 | val_loss: 0.0313357 | Time: 1935.47 ms
[2021-05-04 10:32:26 main:581] : INFO : Epoch 1737 | loss: 0.0309952 | val_loss: 0.0313232 | Time: 1936.58 ms
[2021-05-04 10:32:28 main:581] : INFO : Epoch 1738 | loss: 0.0309917 | val_loss: 0.0313559 | Time: 2027.56 ms
[2021-05-04 10:32:30 main:581] : INFO : Epoch 1739 | loss: 0.0309915 | val_loss: 0.0313078 | Time: 2054.48 ms
[2021-05-04 10:32:32 main:581] : INFO : Epoch 1740 | loss: 0.030998 | val_loss: 0.0313121 | Time: 1983.41 ms
[2021-05-04 10:32:34 main:581] : INFO : Epoch 1741 | loss: 0.0309968 | val_loss: 0.0313262 | Time: 2014.32 ms
[2021-05-04 10:32:36 main:581] : INFO : Epoch 1742 | loss: 0.0309934 | val_loss: 0.0313425 | Time: 1980.21 ms
[2021-05-04 10:32:38 main:581] : INFO : Epoch 1743 | loss: 0.0309923 | val_loss: 0.0313158 | Time: 2000.13 ms
[2021-05-04 10:32:40 main:581] : INFO : Epoch 1744 | loss: 0.0310039 | val_loss: 0.0313222 | Time: 1924.89 ms
[2021-05-04 10:32:42 main:581] : INFO : Epoch 1745 | loss: 0.0309895 | val_loss: 0.0313216 | Time: 1921.45 ms
[2021-05-04 10:32:44 main:581] : INFO : Epoch 1746 | loss: 0.0309848 | val_loss: 0.0313303 | Time: 1916.07 ms
[2021-05-04 10:32:46 main:581] : INFO : Epoch 1747 | loss: 0.0309915 | val_loss: 0.0313433 | Time: 1949.09 ms
[2021-05-04 10:32:48 main:581] : INFO : Epoch 1748 | loss: 0.0309921 | val_loss: 0.0313203 | Time: 1899.96 ms
[2021-05-04 10:32:50 main:581] : INFO : Epoch 1749 | loss: 0.0309987 | val_loss: 0.0313107 | Time: 1933.48 ms
[2021-05-04 10:32:52 main:581] : INFO : Epoch 1750 | loss: 0.0309976 | val_loss: 0.0312993 | Time: 1942.36 ms
[2021-05-04 10:32:54 main:581] : INFO : Epoch 1751 | loss: 0.0310089 | val_loss: 0.0313178 | Time: 1939.05 ms
[2021-05-04 10:32:56 main:581] : INFO : Epoch 1752 | loss: 0.0309919 | val_loss: 0.0313532 | Time: 1953.49 ms
[2021-05-04 10:32:58 main:581] : INFO : Epoch 1753 | loss: 0.0309952 | val_loss: 0.0313234 | Time: 1899.61 ms
[2021-05-04 10:33:00 main:581] : INFO : Epoch 1754 | loss: 0.030999 | val_loss: 0.0313326 | Time: 1871.23 ms
[2021-05-04 10:33:01 main:581] : INFO : Epoch 1755 | loss: 0.0309981 | val_loss: 0.031318 | Time: 1905.56 ms
[2021-05-04 10:33:03 main:581] : INFO : Epoch 1756 | loss: 0.031 | val_loss: 0.0313556 | Time: 1921.07 ms
[2021-05-04 10:33:05 main:581] : INFO : Epoch 1757 | loss: 0.0310031 | val_loss: 0.0313419 | Time: 1873.54 ms
[2021-05-04 10:33:07 main:581] : INFO : Epoch 1758 | loss: 0.0310053 | val_loss: 0.0313321 | Time: 1863.85 ms
[2021-05-04 10:33:09 main:581] : INFO : Epoch 1759 | loss: 0.0309966 | val_loss: 0.0313356 | Time: 1892.26 ms
[2021-05-04 10:33:11 main:581] : INFO : Epoch 1760 | loss: 0.0309964 | val_loss: 0.0313296 | Time: 1846.6 ms
[2021-05-04 10:33:13 main:581] : INFO : Epoch 1761 | loss: 0.0309915 | val_loss: 0.0313167 | Time: 1925.25 ms
[2021-05-04 10:33:15 main:581] : INFO : Epoch 1762 | loss: 0.030996 | val_loss: 0.0313411 | Time: 1911.34 ms
[2021-05-04 10:33:17 main:581] : INFO : Epoch 1763 | loss: 0.030998 | val_loss: 0.0313553 | Time: 1931.27 ms
[2021-05-04 10:33:19 main:581] : INFO : Epoch 1764 | loss: 0.0309968 | val_loss: 0.0313748 | Time: 1920.77 ms
[2021-05-04 10:33:20 main:581] : INFO : Epoch 1765 | loss: 0.0309948 | val_loss: 0.0313343 | Time: 1913.75 ms
[2021-05-04 10:33:22 main:581] : INFO : Epoch 1766 | loss: 0.0309931 | val_loss: 0.0313493 | Time: 1937.91 ms
[2021-05-04 10:33:24 main:581] : INFO : Epoch 1767 | loss: 0.0309903 | val_loss: 0.0313362 | Time: 1936.05 ms
[2021-05-04 10:33:26 main:581] : INFO : Epoch 1768 | loss: 0.0309949 | val_loss: 0.0312997 | Time: 1939.07 ms
[2021-05-04 10:33:28 main:581] : INFO : Epoch 1769 | loss: 0.0310008 | val_loss: 0.0313358 | Time: 1937.87 ms
[2021-05-04 10:33:30 main:581] : INFO : Epoch 1770 | loss: 0.0309937 | val_loss: 0.0313462 | Time: 1912.53 ms
[2021-05-04 10:33:32 main:581] : INFO : Epoch 1771 | loss: 0.0309916 | val_loss: 0.0313292 | Time: 1879.72 ms
[2021-05-04 10:33:34 main:581] : INFO : Epoch 1772 | loss: 0.0309998 | val_loss: 0.0313168 | Time: 1980.52 ms
[2021-05-04 10:33:36 main:581] : INFO : Epoch 1773 | loss: 0.0310008 | val_loss: 0.0312979 | Time: 2071.67 ms
[2021-05-04 10:33:38 main:581] : INFO : Epoch 1774 | loss: 0.0309997 | val_loss: 0.0313368 | Time: 2014.58 ms
[2021-05-04 10:33:40 main:581] : INFO : Epoch 1775 | loss: 0.0309909 | val_loss: 0.0313269 | Time: 1943.62 ms
[2021-05-04 10:33:42 main:581] : INFO : Epoch 1776 | loss: 0.0309956 | val_loss: 0.0313607 | Time: 2011.88 ms
[2021-05-04 10:33:44 main:581] : INFO : Epoch 1777 | loss: 0.0309979 | val_loss: 0.0313484 | Time: 1926.66 ms
[2021-05-04 10:33:46 main:581] : INFO : Epoch 1778 | loss: 0.0309974 | val_loss: 0.0313266 | Time: 1913.68 ms
[2021-05-04 10:33:48 main:581] : INFO : Epoch 1779 | loss: 0.0309929 | val_loss: 0.0313237 | Time: 1919.97 ms
[2021-05-04 10:33:50 main:581] : INFO : Epoch 1780 | loss: 0.0309967 | val_loss: 0.031349 | Time: 1869.69 ms
[2021-05-04 10:33:52 main:581] : INFO : Epoch 1781 | loss: 0.0309959 | val_loss: 0.0313269 | Time: 1941.63 ms
[2021-05-04 10:33:54 main:581] : INFO : Epoch 1782 | loss: 0.0309923 | val_loss: 0.0313252 | Time: 1919.53 ms
[2021-05-04 10:33:55 main:581] : INFO : Epoch 1783 | loss: 0.0309912 | val_loss: 0.0313215 | Time: 1933.56 ms
[2021-05-04 10:33:57 main:581] : INFO : Epoch 1784 | loss: 0.0309942 | val_loss: 0.031345 | Time: 1928.54 ms
[2021-05-04 10:33:59 main:581] : INFO : Epoch 1785 | loss: 0.0309949 | val_loss: 0.0313237 | Time: 1882.77 ms
[2021-05-04 10:34:01 main:581] : INFO : Epoch 1786 | loss: 0.0309901 | val_loss: 0.0313309 | Time: 1887.76 ms
[2021-05-04 10:34:03 main:581] : INFO : Epoch 1787 | loss: 0.0309896 | val_loss: 0.0313536 | Time: 1921.65 ms
[2021-05-04 10:34:05 main:581] : INFO : Epoch 1788 | loss: 0.0309916 | val_loss: 0.0312866 | Time: 1895.54 ms
[2021-05-04 10:34:07 main:581] : INFO : Epoch 1789 | loss: 0.0310034 | val_loss: 0.0313177 | Time: 1892.96 ms
[2021-05-04 10:34:09 main:581] : INFO : Epoch 1790 | loss: 0.0309889 | val_loss: 0.0313538 | Time: 1874.55 ms
[2021-05-04 10:34:11 main:581] : INFO : Epoch 1791 | loss: 0.0309932 | val_loss: 0.0313269 | Time: 1913.71 ms
[2021-05-04 10:34:13 main:581] : INFO : Epoch 1792 | loss: 0.0309916 | val_loss: 0.0313199 | Time: 1920.69 ms
[2021-05-04 10:34:15 main:581] : INFO : Epoch 1793 | loss: 0.0309913 | val_loss: 0.0313251 | Time: 1934.5 ms
[2021-05-04 10:34:16 main:581] : INFO : Epoch 1794 | loss: 0.0309979 | val_loss: 0.0313351 | Time: 1897.82 ms
[2021-05-04 10:34:18 main:581] : INFO : Epoch 1795 | loss: 0.030997 | val_loss: 0.031349 | Time: 1884.49 ms
[2021-05-04 10:34:20 main:581] : INFO : Epoch 1796 | loss: 0.0309944 | val_loss: 0.0313248 | Time: 1872.82 ms
[2021-05-04 10:34:22 main:581] : INFO : Epoch 1797 | loss: 0.0309983 | val_loss: 0.0313114 | Time: 1871.72 ms
[2021-05-04 10:34:24 main:581] : INFO : Epoch 1798 | loss: 0.0309916 | val_loss: 0.0313426 | Time: 2156.42 ms
[2021-05-04 10:34:26 main:581] : INFO : Epoch 1799 | loss: 0.0309841 | val_loss: 0.0313345 | Time: 2025.47 ms
[2021-05-04 10:34:28 main:581] : INFO : Epoch 1800 | loss: 0.0309891 | val_loss: 0.0313148 | Time: 2074.53 ms
[2021-05-04 10:34:30 main:581] : INFO : Epoch 1801 | loss: 0.0309924 | val_loss: 0.0313247 | Time: 2077.02 ms
[2021-05-04 10:34:32 main:581] : INFO : Epoch 1802 | loss: 0.030992 | val_loss: 0.0313444 | Time: 2085.88 ms
[2021-05-04 10:34:34 main:581] : INFO : Epoch 1803 | loss: 0.0309966 | val_loss: 0.0313537 | Time: 1929.1 ms
[2021-05-04 10:34:36 main:581] : INFO : Epoch 1804 | loss: 0.0309982 | val_loss: 0.0313328 | Time: 1926.54 ms
[2021-05-04 10:34:38 main:581] : INFO : Epoch 1805 | loss: 0.030993 | val_loss: 0.0313411 | Time: 1879.45 ms
[2021-05-04 10:34:40 main:581] : INFO : Epoch 1806 | loss: 0.0309971 | val_loss: 0.0313165 | Time: 1923.57 ms
[2021-05-04 10:34:42 main:581] : INFO : Epoch 1807 | loss: 0.030996 | val_loss: 0.031322 | Time: 1901.13 ms
[2021-05-04 10:34:44 main:581] : INFO : Epoch 1808 | loss: 0.0309922 | val_loss: 0.0313275 | Time: 1945.05 ms
[2021-05-04 10:34:46 main:581] : INFO : Epoch 1809 | loss: 0.031002 | val_loss: 0.0313166 | Time: 1934.69 ms
[2021-05-04 10:34:48 main:581] : INFO : Epoch 1810 | loss: 0.0309988 | val_loss: 0.0313499 | Time: 1920.83 ms
[2021-05-04 10:34:50 main:581] : INFO : Epoch 1811 | loss: 0.0310001 | val_loss: 0.031347 | Time: 1863.85 ms
[2021-05-04 10:34:52 main:581] : INFO : Epoch 1812 | loss: 0.0309891 | val_loss: 0.0313324 | Time: 1914.97 ms
[2021-05-04 10:34:54 main:581] : INFO : Epoch 1813 | loss: 0.0309884 | val_loss: 0.0313523 | Time: 1927.25 ms
[2021-05-04 10:34:55 main:581] : INFO : Epoch 1814 | loss: 0.0309838 | val_loss: 0.0313238 | Time: 1848.53 ms
[2021-05-04 10:34:57 main:581] : INFO : Epoch 1815 | loss: 0.0309929 | val_loss: 0.0313397 | Time: 1914.81 ms
[2021-05-04 10:34:59 main:581] : INFO : Epoch 1816 | loss: 0.0309989 | val_loss: 0.0313092 | Time: 1878.55 ms
[2021-05-04 10:35:01 main:581] : INFO : Epoch 1817 | loss: 0.0309916 | val_loss: 0.0313067 | Time: 1909.13 ms
[2021-05-04 10:35:03 main:581] : INFO : Epoch 1818 | loss: 0.0309894 | val_loss: 0.0313315 | Time: 1939.76 ms
[2021-05-04 10:35:05 main:581] : INFO : Epoch 1819 | loss: 0.0309929 | val_loss: 0.0313363 | Time: 1908.01 ms
[2021-05-04 10:35:07 main:581] : INFO : Epoch 1820 | loss: 0.0310002 | val_loss: 0.031352 | Time: 1897.38 ms
[2021-05-04 10:35:09 main:581] : INFO : Epoch 1821 | loss: 0.0310011 | val_loss: 0.0313427 | Time: 1915.68 ms
[2021-05-04 10:35:11 main:581] : INFO : Epoch 1822 | loss: 0.0309914 | val_loss: 0.0313451 | Time: 1864.82 ms
[2021-05-04 10:35:12 main:581] : INFO : Epoch 1823 | loss: 0.0309952 | val_loss: 0.0313077 | Time: 1869.29 ms
[2021-05-04 10:35:14 main:581] : INFO : Epoch 1824 | loss: 0.030994 | val_loss: 0.0313261 | Time: 1916.26 ms
[2021-05-04 10:35:16 main:581] : INFO : Epoch 1825 | loss: 0.0309936 | val_loss: 0.0313083 | Time: 1934.75 ms
[2021-05-04 10:35:18 main:581] : INFO : Epoch 1826 | loss: 0.0309974 | val_loss: 0.0313686 | Time: 2045.16 ms
[2021-05-04 10:35:20 main:581] : INFO : Epoch 1827 | loss: 0.0309959 | val_loss: 0.03132 | Time: 1951.27 ms
[2021-05-04 10:35:22 main:581] : INFO : Epoch 1828 | loss: 0.0310026 | val_loss: 0.0313145 | Time: 1875.07 ms
[2021-05-04 10:35:24 main:581] : INFO : Epoch 1829 | loss: 0.0309955 | val_loss: 0.0313354 | Time: 1872.05 ms
[2021-05-04 10:35:26 main:581] : INFO : Epoch 1830 | loss: 0.0309879 | val_loss: 0.0313399 | Time: 1866.92 ms
[2021-05-04 10:35:28 main:581] : INFO : Epoch 1831 | loss: 0.0309913 | val_loss: 0.0313156 | Time: 1853.91 ms
[2021-05-04 10:35:30 main:581] : INFO : Epoch 1832 | loss: 0.0309858 | val_loss: 0.0313556 | Time: 1923.95 ms
[2021-05-04 10:35:32 main:581] : INFO : Epoch 1833 | loss: 0.0309895 | val_loss: 0.0313354 | Time: 1941.35 ms
[2021-05-04 10:35:34 main:581] : INFO : Epoch 1834 | loss: 0.0309962 | val_loss: 0.0313138 | Time: 1944.83 ms
[2021-05-04 10:35:36 main:581] : INFO : Epoch 1835 | loss: 0.0309884 | val_loss: 0.0313267 | Time: 1908.63 ms
[2021-05-04 10:35:37 main:581] : INFO : Epoch 1836 | loss: 0.0309934 | val_loss: 0.0313446 | Time: 1922.25 ms
[2021-05-04 10:35:39 main:581] : INFO : Epoch 1837 | loss: 0.0309962 | val_loss: 0.0313319 | Time: 1846.95 ms
[2021-05-04 10:35:41 main:581] : INFO : Epoch 1838 | loss: 0.0309944 | val_loss: 0.0313343 | Time: 1912.93 ms
[2021-05-04 10:35:43 main:581] : INFO : Epoch 1839 | loss: 0.0309897 | val_loss: 0.0313089 | Time: 1918.18 ms
[2021-05-04 10:35:45 main:581] : INFO : Epoch 1840 | loss: 0.0310002 | val_loss: 0.0313201 | Time: 1943.96 ms
[2021-05-04 10:35:47 main:581] : INFO : Epoch 1841 | loss: 0.0309912 | val_loss: 0.0313271 | Time: 1877.52 ms
[2021-05-04 10:35:49 main:581] : INFO : Epoch 1842 | loss: 0.0309926 | val_loss: 0.0313132 | Time: 1880.73 ms
[2021-05-04 10:35:51 main:581] : INFO : Epoch 1843 | loss: 0.0309923 | val_loss: 0.0313238 | Time: 1923.79 ms
[2021-05-04 10:35:53 main:581] : INFO : Epoch 1844 | loss: 0.0309941 | val_loss: 0.0313403 | Time: 1915.09 ms
[2021-05-04 10:35:55 main:581] : INFO : Epoch 1845 | loss: 0.0309925 | val_loss: 0.0313294 | Time: 1930.87 ms
[2021-05-04 10:35:57 main:581] : INFO : Epoch 1846 | loss: 0.0309913 | val_loss: 0.0313192 | Time: 1907.11 ms
[2021-05-04 10:35:58 main:581] : INFO : Epoch 1847 | loss: 0.0309914 | val_loss: 0.031335 | Time: 1861.17 ms
[2021-05-04 10:36:00 main:581] : INFO : Epoch 1848 | loss: 0.030995 | val_loss: 0.0313521 | Time: 1881.34 ms
[2021-05-04 10:36:02 main:581] : INFO : Epoch 1849 | loss: 0.0309906 | val_loss: 0.0313187 | Time: 1939.48 ms
[2021-05-04 10:36:04 main:581] : INFO : Epoch 1850 | loss: 0.0309868 | val_loss: 0.0313501 | Time: 1846.05 ms
[2021-05-04 10:36:06 main:581] : INFO : Epoch 1851 | loss: 0.0309905 | val_loss: 0.0313238 | Time: 1926.74 ms
[2021-05-04 10:36:08 main:581] : INFO : Epoch 1852 | loss: 0.031 | val_loss: 0.0313151 | Time: 1936.03 ms
[2021-05-04 10:36:10 main:581] : INFO : Epoch 1853 | loss: 0.0309942 | val_loss: 0.031346 | Time: 1924.5 ms
[2021-05-04 10:36:12 main:581] : INFO : Epoch 1854 | loss: 0.0309945 | val_loss: 0.031346 | Time: 1936.05 ms
[2021-05-04 10:36:14 main:581] : INFO : Epoch 1855 | loss: 0.0310106 | val_loss: 0.0313275 | Time: 2068.07 ms
[2021-05-04 10:36:16 main:581] : INFO : Epoch 1856 | loss: 0.0309954 | val_loss: 0.0313295 | Time: 2041.36 ms
[2021-05-04 10:36:18 main:581] : INFO : Epoch 1857 | loss: 0.0309959 | val_loss: 0.0312891 | Time: 1990.58 ms
[2021-05-04 10:36:20 main:581] : INFO : Epoch 1858 | loss: 0.0309966 | val_loss: 0.0313305 | Time: 1935.63 ms
[2021-05-04 10:36:22 main:581] : INFO : Epoch 1859 | loss: 0.0309917 | val_loss: 0.0313368 | Time: 1932.56 ms
[2021-05-04 10:36:24 main:581] : INFO : Epoch 1860 | loss: 0.0309875 | val_loss: 0.03134 | Time: 1942.87 ms
[2021-05-04 10:36:26 main:581] : INFO : Epoch 1861 | loss: 0.0309977 | val_loss: 0.031338 | Time: 1941.46 ms
[2021-05-04 10:36:28 main:581] : INFO : Epoch 1862 | loss: 0.0309996 | val_loss: 0.0313202 | Time: 1926.91 ms
[2021-05-04 10:36:29 main:581] : INFO : Epoch 1863 | loss: 0.0309944 | val_loss: 0.0313415 | Time: 1932.4 ms
[2021-05-04 10:36:31 main:581] : INFO : Epoch 1864 | loss: 0.0309889 | val_loss: 0.0313319 | Time: 1931.26 ms
[2021-05-04 10:36:33 main:581] : INFO : Epoch 1865 | loss: 0.0309885 | val_loss: 0.0313354 | Time: 1938.1 ms
[2021-05-04 10:36:35 main:581] : INFO : Epoch 1866 | loss: 0.0309929 | val_loss: 0.0313212 | Time: 1913.45 ms
[2021-05-04 10:36:37 main:581] : INFO : Epoch 1867 | loss: 0.0309947 | val_loss: 0.031334 | Time: 1912.46 ms
[2021-05-04 10:36:39 main:581] : INFO : Epoch 1868 | loss: 0.0310014 | val_loss: 0.0313234 | Time: 1932.66 ms
[2021-05-04 10:36:41 main:581] : INFO : Epoch 1869 | loss: 0.031005 | val_loss: 0.0312999 | Time: 1913.64 ms
[2021-05-04 10:36:43 main:581] : INFO : Epoch 1870 | loss: 0.0309973 | val_loss: 0.0313315 | Time: 1918.99 ms
[2021-05-04 10:36:45 main:581] : INFO : Epoch 1871 | loss: 0.0309926 | val_loss: 0.0313146 | Time: 1938.36 ms
[2021-05-04 10:36:47 main:581] : INFO : Epoch 1872 | loss: 0.0309942 | val_loss: 0.0313341 | Time: 1888.45 ms
[2021-05-04 10:36:49 main:581] : INFO : Epoch 1873 | loss: 0.0310017 | val_loss: 0.0313241 | Time: 1852.97 ms
[2021-05-04 10:36:51 main:581] : INFO : Epoch 1874 | loss: 0.0309922 | val_loss: 0.0313016 | Time: 1943.93 ms
[2021-05-04 10:36:52 main:581] : INFO : Epoch 1875 | loss: 0.030995 | val_loss: 0.031347 | Time: 1895.62 ms
[2021-05-04 10:36:54 main:581] : INFO : Epoch 1876 | loss: 0.0309907 | val_loss: 0.0313174 | Time: 1852.56 ms
[2021-05-04 10:36:56 main:581] : INFO : Epoch 1877 | loss: 0.0310053 | val_loss: 0.0313235 | Time: 1845.02 ms
[2021-05-04 10:36:58 main:581] : INFO : Epoch 1878 | loss: 0.0309893 | val_loss: 0.0313701 | Time: 1904.25 ms
[2021-05-04 10:37:00 main:581] : INFO : Epoch 1879 | loss: 0.0309981 | val_loss: 0.0313256 | Time: 1915.09 ms
[2021-05-04 10:37:02 main:581] : INFO : Epoch 1880 | loss: 0.0309964 | val_loss: 0.0313274 | Time: 1928.64 ms
[2021-05-04 10:37:04 main:581] : INFO : Epoch 1881 | loss: 0.0310032 | val_loss: 0.03132 | Time: 1898.9 ms
[2021-05-04 10:37:06 main:581] : INFO : Epoch 1882 | loss: 0.0309994 | val_loss: 0.0313488 | Time: 1928.06 ms
[2021-05-04 10:37:08 main:581] : INFO : Epoch 1883 | loss: 0.0309892 | val_loss: 0.0313409 | Time: 1931.76 ms
[2021-05-04 10:37:10 main:581] : INFO : Epoch 1884 | loss: 0.0309988 | val_loss: 0.0312945 | Time: 1867.86 ms
[2021-05-04 10:37:11 main:581] : INFO : Epoch 1885 | loss: 0.0310004 | val_loss: 0.0313012 | Time: 1929.2 ms
[2021-05-04 10:37:13 main:581] : INFO : Epoch 1886 | loss: 0.03099 | val_loss: 0.0313331 | Time: 1931.54 ms
[2021-05-04 10:37:15 main:581] : INFO : Epoch 1887 | loss: 0.0309911 | val_loss: 0.0313406 | Time: 1935.26 ms
[2021-05-04 10:37:17 main:581] : INFO : Epoch 1888 | loss: 0.030991 | val_loss: 0.0313512 | Time: 1889.81 ms
[2021-05-04 10:37:19 main:581] : INFO : Epoch 1889 | loss: 0.0309897 | val_loss: 0.0313451 | Time: 1933.8 ms
[2021-05-04 10:37:21 main:581] : INFO : Epoch 1890 | loss: 0.0309948 | val_loss: 0.0313302 | Time: 1922.12 ms
[2021-05-04 10:37:23 main:581] : INFO : Epoch 1891 | loss: 0.0309928 | val_loss: 0.0313486 | Time: 1934.09 ms
[2021-05-04 10:37:25 main:581] : INFO : Epoch 1892 | loss: 0.030997 | val_loss: 0.0312939 | Time: 1924.74 ms
[2021-05-04 10:37:27 main:581] : INFO : Epoch 1893 | loss: 0.0309925 | val_loss: 0.0313238 | Time: 1951.82 ms
[2021-05-04 10:37:29 main:581] : INFO : Epoch 1894 | loss: 0.0310048 | val_loss: 0.0313614 | Time: 1924.47 ms
[2021-05-04 10:37:31 main:581] : INFO : Epoch 1895 | loss: 0.0309929 | val_loss: 0.0313402 | Time: 1923.23 ms
[2021-05-04 10:37:33 main:581] : INFO : Epoch 1896 | loss: 0.0309861 | val_loss: 0.031333 | Time: 1897.53 ms
[2021-05-04 10:37:35 main:581] : INFO : Epoch 1897 | loss: 0.0309865 | val_loss: 0.0313205 | Time: 1931.87 ms
[2021-05-04 10:37:36 main:581] : INFO : Epoch 1898 | loss: 0.030999 | val_loss: 0.0313255 | Time: 1928.48 ms
[2021-05-04 10:37:38 main:581] : INFO : Epoch 1899 | loss: 0.0309941 | val_loss: 0.0313058 | Time: 1914.33 ms
[2021-05-04 10:37:40 main:581] : INFO : Epoch 1900 | loss: 0.0309921 | val_loss: 0.0313285 | Time: 1931.51 ms
[2021-05-04 10:37:42 main:581] : INFO : Epoch 1901 | loss: 0.0309885 | val_loss: 0.0313495 | Time: 1916.82 ms
[2021-05-04 10:37:44 main:581] : INFO : Epoch 1902 | loss: 0.0309923 | val_loss: 0.0313337 | Time: 1936.21 ms
[2021-05-04 10:37:46 main:581] : INFO : Epoch 1903 | loss: 0.0309906 | val_loss: 0.0313496 | Time: 1886.15 ms
[2021-05-04 10:37:48 main:581] : INFO : Epoch 1904 | loss: 0.0309925 | val_loss: 0.0313428 | Time: 1934.23 ms
[2021-05-04 10:37:50 main:581] : INFO : Epoch 1905 | loss: 0.0309915 | val_loss: 0.0313393 | Time: 1879.01 ms
[2021-05-04 10:37:52 main:581] : INFO : Epoch 1906 | loss: 0.0309834 | val_loss: 0.0313287 | Time: 1877.84 ms
[2021-05-04 10:37:54 main:581] : INFO : Epoch 1907 | loss: 0.0309941 | val_loss: 0.0313386 | Time: 1848.05 ms
[2021-05-04 10:37:55 main:581] : INFO : Epoch 1908 | loss: 0.0309932 | val_loss: 0.0313081 | Time: 1873.29 ms
[2021-05-04 10:37:57 main:581] : INFO : Epoch 1909 | loss: 0.030995 | val_loss: 0.0313353 | Time: 1917.36 ms
[2021-05-04 10:37:59 main:581] : INFO : Epoch 1910 | loss: 0.0310009 | val_loss: 0.0313471 | Time: 1922.48 ms
[2021-05-04 10:38:01 main:581] : INFO : Epoch 1911 | loss: 0.0310051 | val_loss: 0.0313158 | Time: 1887.05 ms
[2021-05-04 10:38:03 main:581] : INFO : Epoch 1912 | loss: 0.0309971 | val_loss: 0.0313492 | Time: 2047.41 ms
[2021-05-04 10:38:05 main:581] : INFO : Epoch 1913 | loss: 0.0309919 | val_loss: 0.0313223 | Time: 2092.15 ms
[2021-05-04 10:38:07 main:581] : INFO : Epoch 1914 | loss: 0.0309962 | val_loss: 0.0313261 | Time: 2049.47 ms
[2021-05-04 10:38:09 main:581] : INFO : Epoch 1915 | loss: 0.0309853 | val_loss: 0.0313221 | Time: 2020.17 ms
[2021-05-04 10:38:11 main:581] : INFO : Epoch 1916 | loss: 0.0309971 | val_loss: 0.0313372 | Time: 1998.18 ms
[2021-05-04 10:38:13 main:581] : INFO : Epoch 1917 | loss: 0.0309897 | val_loss: 0.0313294 | Time: 2066.09 ms
[2021-05-04 10:38:15 main:581] : INFO : Epoch 1918 | loss: 0.0309935 | val_loss: 0.031332 | Time: 1942.63 ms
[2021-05-04 10:38:17 main:581] : INFO : Epoch 1919 | loss: 0.0309957 | val_loss: 0.0313292 | Time: 1946.01 ms
[2021-05-04 10:38:19 main:581] : INFO : Epoch 1920 | loss: 0.030993 | val_loss: 0.0313355 | Time: 1917.9 ms
[2021-05-04 10:38:21 main:581] : INFO : Epoch 1921 | loss: 0.03099 | val_loss: 0.0313207 | Time: 1932.43 ms
[2021-05-04 10:38:23 main:581] : INFO : Epoch 1922 | loss: 0.0309913 | val_loss: 0.0313153 | Time: 1912.01 ms
[2021-05-04 10:38:25 main:581] : INFO : Epoch 1923 | loss: 0.0309971 | val_loss: 0.031347 | Time: 1882.41 ms
[2021-05-04 10:38:27 main:581] : INFO : Epoch 1924 | loss: 0.0309925 | val_loss: 0.0313134 | Time: 1917.71 ms
[2021-05-04 10:38:29 main:581] : INFO : Epoch 1925 | loss: 0.0310012 | val_loss: 0.0312925 | Time: 1912.9 ms
[2021-05-04 10:38:31 main:581] : INFO : Epoch 1926 | loss: 0.0310092 | val_loss: 0.0313406 | Time: 1896.14 ms
[2021-05-04 10:38:33 main:581] : INFO : Epoch 1927 | loss: 0.0310074 | val_loss: 0.0313564 | Time: 1869.17 ms
[2021-05-04 10:38:34 main:581] : INFO : Epoch 1928 | loss: 0.0310028 | val_loss: 0.0313103 | Time: 1876.2 ms
[2021-05-04 10:38:36 main:581] : INFO : Epoch 1929 | loss: 0.0310013 | val_loss: 0.0313394 | Time: 1824.05 ms
[2021-05-04 10:38:38 main:581] : INFO : Epoch 1930 | loss: 0.0309957 | val_loss: 0.0313556 | Time: 1870.38 ms
[2021-05-04 10:38:40 main:581] : INFO : Epoch 1931 | loss: 0.030986 | val_loss: 0.0313261 | Time: 1880.74 ms
[2021-05-04 10:38:42 main:581] : INFO : Epoch 1932 | loss: 0.0309917 | val_loss: 0.0313276 | Time: 1879.9 ms
[2021-05-04 10:38:44 main:581] : INFO : Epoch 1933 | loss: 0.0309973 | val_loss: 0.0313381 | Time: 1867.57 ms
[2021-05-04 10:38:46 main:581] : INFO : Epoch 1934 | loss: 0.0310012 | val_loss: 0.0313442 | Time: 1882.01 ms
[2021-05-04 10:38:48 main:581] : INFO : Epoch 1935 | loss: 0.0309956 | val_loss: 0.0313205 | Time: 1906.73 ms
[2021-05-04 10:38:50 main:581] : INFO : Epoch 1936 | loss: 0.0309973 | val_loss: 0.0313261 | Time: 1935.04 ms
[2021-05-04 10:38:51 main:581] : INFO : Epoch 1937 | loss: 0.0309869 | val_loss: 0.0313139 | Time: 1938.97 ms
[2021-05-04 10:38:53 main:581] : INFO : Epoch 1938 | loss: 0.0309943 | val_loss: 0.0313493 | Time: 1947.06 ms
[2021-05-04 10:38:55 main:581] : INFO : Epoch 1939 | loss: 0.0309902 | val_loss: 0.0313624 | Time: 1943.96 ms
[2021-05-04 10:38:57 main:581] : INFO : Epoch 1940 | loss: 0.0309903 | val_loss: 0.0313519 | Time: 1936.93 ms
[2021-05-04 10:38:59 main:581] : INFO : Epoch 1941 | loss: 0.030984 | val_loss: 0.0313593 | Time: 1934.01 ms
[2021-05-04 10:39:01 main:581] : INFO : Epoch 1942 | loss: 0.0309881 | val_loss: 0.0313168 | Time: 1938.13 ms
[2021-05-04 10:39:03 main:581] : INFO : Epoch 1943 | loss: 0.031009 | val_loss: 0.0313194 | Time: 1931.49 ms
[2021-05-04 10:39:05 main:581] : INFO : Epoch 1944 | loss: 0.0309943 | val_loss: 0.03133 | Time: 1917.48 ms
[2021-05-04 10:39:07 main:581] : INFO : Epoch 1945 | loss: 0.0309966 | val_loss: 0.0313473 | Time: 1903.32 ms
[2021-05-04 10:39:09 main:581] : INFO : Epoch 1946 | loss: 0.0309908 | val_loss: 0.0313215 | Time: 1937.29 ms
[2021-05-04 10:39:11 main:581] : INFO : Epoch 1947 | loss: 0.0309927 | val_loss: 0.0313672 | Time: 1888.74 ms
[2021-05-04 10:39:13 main:581] : INFO : Epoch 1948 | loss: 0.0309896 | val_loss: 0.0313152 | Time: 1866.86 ms
[2021-05-04 10:39:15 main:581] : INFO : Epoch 1949 | loss: 0.0309973 | val_loss: 0.0313443 | Time: 1931.66 ms
[2021-05-04 10:39:16 main:581] : INFO : Epoch 1950 | loss: 0.0309861 | val_loss: 0.0313295 | Time: 1924.87 ms
[2021-05-04 10:39:18 main:581] : INFO : Epoch 1951 | loss: 0.0309932 | val_loss: 0.0313277 | Time: 1910.19 ms
[2021-05-04 10:39:20 main:581] : INFO : Epoch 1952 | loss: 0.0309906 | val_loss: 0.0313644 | Time: 1958.16 ms
[2021-05-04 10:39:22 main:581] : INFO : Epoch 1953 | loss: 0.030998 | val_loss: 0.0313309 | Time: 1923.6 ms
[2021-05-04 10:39:24 main:581] : INFO : Epoch 1954 | loss: 0.0309902 | val_loss: 0.0313176 | Time: 1918.62 ms
[2021-05-04 10:39:26 main:581] : INFO : Epoch 1955 | loss: 0.0309899 | val_loss: 0.0313564 | Time: 1948.03 ms
[2021-05-04 10:39:28 main:581] : INFO : Epoch 1956 | loss: 0.0309858 | val_loss: 0.0313668 | Time: 1897.29 ms
[2021-05-04 10:39:30 main:581] : INFO : Epoch 1957 | loss: 0.0309917 | val_loss: 0.0313475 | Time: 1908.97 ms
[2021-05-04 10:39:32 main:581] : INFO : Epoch 1958 | loss: 0.0309854 | val_loss: 0.0313402 | Time: 1870.27 ms
[2021-05-04 10:39:34 main:581] : INFO : Epoch 1959 | loss: 0.0309858 | val_loss: 0.0313258 | Time: 1869.23 ms
[2021-05-04 10:39:36 main:581] : INFO : Epoch 1960 | loss: 0.0310006 | val_loss: 0.0313291 | Time: 1862.79 ms
[2021-05-04 10:39:38 main:581] : INFO : Epoch 1961 | loss: 0.0309917 | val_loss: 0.0313543 | Time: 1997.18 ms
[2021-05-04 10:39:40 main:581] : INFO : Epoch 1962 | loss: 0.0309894 | val_loss: 0.0313761 | Time: 1999.49 ms
[2021-05-04 10:39:42 main:581] : INFO : Epoch 1963 | loss: 0.0309883 | val_loss: 0.031328 | Time: 2009.13 ms
[2021-05-04 10:39:44 main:581] : INFO : Epoch 1964 | loss: 0.0309905 | val_loss: 0.0313115 | Time: 1963.7 ms
[2021-05-04 10:39:45 main:581] : INFO : Epoch 1965 | loss: 0.0309946 | val_loss: 0.0313236 | Time: 1933.63 ms
[2021-05-04 10:39:47 main:581] : INFO : Epoch 1966 | loss: 0.0309984 | val_loss: 0.0313429 | Time: 1903.37 ms
[2021-05-04 10:39:49 main:581] : INFO : Epoch 1967 | loss: 0.0309955 | val_loss: 0.0312981 | Time: 1893.97 ms
[2021-05-04 10:39:51 main:581] : INFO : Epoch 1968 | loss: 0.0309992 | val_loss: 0.0313425 | Time: 1927.59 ms
[2021-05-04 10:39:53 main:581] : INFO : Epoch 1969 | loss: 0.030996 | val_loss: 0.0313421 | Time: 1911.74 ms
[2021-05-04 10:39:55 main:581] : INFO : Epoch 1970 | loss: 0.0309886 | val_loss: 0.031337 | Time: 1869.74 ms
[2021-05-04 10:39:57 main:581] : INFO : Epoch 1971 | loss: 0.0309893 | val_loss: 0.03136 | Time: 1923.93 ms
[2021-05-04 10:39:59 main:581] : INFO : Epoch 1972 | loss: 0.0309834 | val_loss: 0.0313611 | Time: 1911.41 ms
[2021-05-04 10:40:01 main:581] : INFO : Epoch 1973 | loss: 0.0309862 | val_loss: 0.0313103 | Time: 1887.48 ms
[2021-05-04 10:40:03 main:581] : INFO : Epoch 1974 | loss: 0.030997 | val_loss: 0.0313286 | Time: 1919.42 ms
[2021-05-04 10:40:05 main:581] : INFO : Epoch 1975 | loss: 0.0309875 | val_loss: 0.0313509 | Time: 1929.3 ms
[2021-05-04 10:40:06 main:581] : INFO : Epoch 1976 | loss: 0.0309941 | val_loss: 0.0313692 | Time: 1911.86 ms
[2021-05-04 10:40:08 main:581] : INFO : Epoch 1977 | loss: 0.0310059 | val_loss: 0.0313173 | Time: 1925.26 ms
[2021-05-04 10:40:10 main:581] : INFO : Epoch 1978 | loss: 0.0309959 | val_loss: 0.0313575 | Time: 1926.95 ms
[2021-05-04 10:40:12 main:581] : INFO : Epoch 1979 | loss: 0.0309938 | val_loss: 0.0313469 | Time: 1916.81 ms
[2021-05-04 10:40:14 main:581] : INFO : Epoch 1980 | loss: 0.0309888 | val_loss: 0.0313531 | Time: 1938.25 ms
[2021-05-04 10:40:16 main:581] : INFO : Epoch 1981 | loss: 0.0309904 | val_loss: 0.0313555 | Time: 1916.68 ms
[2021-05-04 10:40:18 main:581] : INFO : Epoch 1982 | loss: 0.0309984 | val_loss: 0.0313135 | Time: 1933.11 ms
[2021-05-04 10:40:20 main:581] : INFO : Epoch 1983 | loss: 0.0309972 | val_loss: 0.0313476 | Time: 1919.52 ms
[2021-05-04 10:40:22 main:581] : INFO : Epoch 1984 | loss: 0.030989 | val_loss: 0.0313567 | Time: 1885.74 ms
[2021-05-04 10:40:24 main:581] : INFO : Epoch 1985 | loss: 0.0309918 | val_loss: 0.031328 | Time: 1885.09 ms
[2021-05-04 10:40:26 main:581] : INFO : Epoch 1986 | loss: 0.0309912 | val_loss: 0.0313513 | Time: 1913.57 ms
[2021-05-04 10:40:28 main:581] : INFO : Epoch 1987 | loss: 0.0310023 | val_loss: 0.031309 | Time: 2057.08 ms
[2021-05-04 10:40:30 main:581] : INFO : Epoch 1988 | loss: 0.0310043 | val_loss: 0.0313039 | Time: 2011.02 ms
[2021-05-04 10:40:32 main:581] : INFO : Epoch 1989 | loss: 0.0310017 | val_loss: 0.0313001 | Time: 1904.19 ms
[2021-05-04 10:40:33 main:581] : INFO : Epoch 1990 | loss: 0.031006 | val_loss: 0.0313108 | Time: 1904.91 ms
[2021-05-04 10:40:35 main:581] : INFO : Epoch 1991 | loss: 0.0310042 | val_loss: 0.0312955 | Time: 1917.33 ms
[2021-05-04 10:40:37 main:581] : INFO : Epoch 1992 | loss: 0.0309953 | val_loss: 0.0313104 | Time: 1940.91 ms
[2021-05-04 10:40:39 main:581] : INFO : Epoch 1993 | loss: 0.0309923 | val_loss: 0.0313354 | Time: 1902.2 ms
[2021-05-04 10:40:41 main:581] : INFO : Epoch 1994 | loss: 0.0310016 | val_loss: 0.0313457 | Time: 1886.78 ms
[2021-05-04 10:40:43 main:581] : INFO : Epoch 1995 | loss: 0.0309984 | val_loss: 0.0313193 | Time: 1936.31 ms
[2021-05-04 10:40:45 main:581] : INFO : Epoch 1996 | loss: 0.0309916 | val_loss: 0.0313358 | Time: 1870.88 ms
[2021-05-04 10:40:47 main:581] : INFO : Epoch 1997 | loss: 0.0309836 | val_loss: 0.0313309 | Time: 1878.89 ms
[2021-05-04 10:40:49 main:581] : INFO : Epoch 1998 | loss: 0.030987 | val_loss: 0.0313244 | Time: 1936.08 ms
[2021-05-04 10:40:51 main:581] : INFO : Epoch 1999 | loss: 0.0309994 | val_loss: 0.031304 | Time: 1925.69 ms
[2021-05-04 10:40:53 main:581] : INFO : Epoch 2000 | loss: 0.0309941 | val_loss: 0.0313377 | Time: 1928.21 ms
[2021-05-04 10:40:55 main:581] : INFO : Epoch 2001 | loss: 0.030993 | val_loss: 0.0313019 | Time: 1943.1 ms
[2021-05-04 10:40:57 main:581] : INFO : Epoch 2002 | loss: 0.0309945 | val_loss: 0.0313222 | Time: 1940.81 ms
[2021-05-04 10:40:58 main:581] : INFO : Epoch 2003 | loss: 0.0309884 | val_loss: 0.0313416 | Time: 1936.38 ms
[2021-05-04 10:41:00 main:581] : INFO : Epoch 2004 | loss: 0.0309889 | val_loss: 0.0313366 | Time: 1946.38 ms
[2021-05-04 10:41:02 main:581] : INFO : Epoch 2005 | loss: 0.0309878 | val_loss: 0.0312908 | Time: 1868.33 ms
[2021-05-04 10:41:04 main:581] : INFO : Epoch 2006 | loss: 0.0309945 | val_loss: 0.0313235 | Time: 1881.34 ms
[2021-05-04 10:41:06 main:581] : INFO : Epoch 2007 | loss: 0.0309879 | val_loss: 0.031362 | Time: 1884.75 ms
[2021-05-04 10:41:08 main:581] : INFO : Epoch 2008 | loss: 0.0309896 | val_loss: 0.0313411 | Time: 1927.81 ms
[2021-05-04 10:41:10 main:581] : INFO : Epoch 2009 | loss: 0.0309919 | val_loss: 0.0313332 | Time: 1849.01 ms
[2021-05-04 10:41:12 main:581] : INFO : Epoch 2010 | loss: 0.0310057 | val_loss: 0.0313302 | Time: 2058.2 ms
[2021-05-04 10:41:14 main:581] : INFO : Epoch 2011 | loss: 0.0310006 | val_loss: 0.0313106 | Time: 2106.16 ms
[2021-05-04 10:41:16 main:581] : INFO : Epoch 2012 | loss: 0.0309872 | val_loss: 0.0313424 | Time: 2037.21 ms
[2021-05-04 10:41:18 main:581] : INFO : Epoch 2013 | loss: 0.0309961 | val_loss: 0.031316 | Time: 1876.94 ms
[2021-05-04 10:41:20 main:581] : INFO : Epoch 2014 | loss: 0.030992 | val_loss: 0.0313398 | Time: 1920 ms
[2021-05-04 10:41:22 main:581] : INFO : Epoch 2015 | loss: 0.0309939 | val_loss: 0.0313226 | Time: 1934.08 ms
[2021-05-04 10:41:24 main:581] : INFO : Epoch 2016 | loss: 0.0309949 | val_loss: 0.0313864 | Time: 1890.55 ms
[2021-05-04 10:41:26 main:581] : INFO : Epoch 2017 | loss: 0.0309897 | val_loss: 0.0313381 | Time: 1941.1 ms
[2021-05-04 10:41:28 main:581] : INFO : Epoch 2018 | loss: 0.0309929 | val_loss: 0.0313386 | Time: 1942.94 ms
[2021-05-04 10:41:29 main:581] : INFO : Epoch 2019 | loss: 0.030995 | val_loss: 0.0313117 | Time: 1934.59 ms
[2021-05-04 10:41:31 main:581] : INFO : Epoch 2020 | loss: 0.0309842 | val_loss: 0.0313587 | Time: 1878.21 ms
[2021-05-04 10:41:33 main:581] : INFO : Epoch 2021 | loss: 0.0309834 | val_loss: 0.0313238 | Time: 1876.18 ms
[2021-05-04 10:41:35 main:581] : INFO : Epoch 2022 | loss: 0.0309904 | val_loss: 0.0313587 | Time: 1868.93 ms
[2021-05-04 10:41:37 main:581] : INFO : Epoch 2023 | loss: 0.0309975 | val_loss: 0.0313094 | Time: 1874.47 ms
[2021-05-04 10:41:39 main:581] : INFO : Epoch 2024 | loss: 0.0309934 | val_loss: 0.0313074 | Time: 1892.05 ms
[2021-05-04 10:41:41 main:581] : INFO : Epoch 2025 | loss: 0.0309966 | val_loss: 0.0313276 | Time: 1902.36 ms
[2021-05-04 10:41:43 main:581] : INFO : Epoch 2026 | loss: 0.0309902 | val_loss: 0.031342 | Time: 1953.68 ms
[2021-05-04 10:41:45 main:581] : INFO : Epoch 2027 | loss: 0.0309931 | val_loss: 0.0313413 | Time: 1879.37 ms
[2021-05-04 10:41:46 main:581] : INFO : Epoch 2028 | loss: 0.0309935 | val_loss: 0.0313042 | Time: 1891.2 ms
[2021-05-04 10:41:48 main:581] : INFO : Epoch 2029 | loss: 0.030995 | val_loss: 0.0313542 | Time: 1879.29 ms
[2021-05-04 10:41:50 main:581] : INFO : Epoch 2030 | loss: 0.0309919 | val_loss: 0.031348 | Time: 1923.49 ms
[2021-05-04 10:41:52 main:581] : INFO : Epoch 2031 | loss: 0.0309867 | val_loss: 0.0313315 | Time: 1933.66 ms
[2021-05-04 10:41:54 main:581] : INFO : Epoch 2032 | loss: 0.0309967 | val_loss: 0.0313054 | Time: 1980.97 ms
[2021-05-04 10:41:56 main:581] : INFO : Epoch 2033 | loss: 0.0309938 | val_loss: 0.0313315 | Time: 2071.97 ms
[2021-05-04 10:41:58 main:581] : INFO : Epoch 2034 | loss: 0.0309933 | val_loss: 0.0313199 | Time: 2037.25 ms
[2021-05-04 10:42:00 main:581] : INFO : Epoch 2035 | loss: 0.0309966 | val_loss: 0.0313279 | Time: 1990.6 ms
[2021-05-04 10:42:02 main:581] : INFO : Epoch 2036 | loss: 0.0309979 | val_loss: 0.031327 | Time: 1945.5 ms
[2021-05-04 10:42:04 main:581] : INFO : Epoch 2037 | loss: 0.0310074 | val_loss: 0.0313617 | Time: 1945.68 ms
[2021-05-04 10:42:06 main:581] : INFO : Epoch 2038 | loss: 0.0309998 | val_loss: 0.0313084 | Time: 1927.03 ms
[2021-05-04 10:42:08 main:581] : INFO : Epoch 2039 | loss: 0.0309931 | val_loss: 0.031342 | Time: 1896.01 ms
[2021-05-04 10:42:10 main:581] : INFO : Epoch 2040 | loss: 0.0310009 | val_loss: 0.031353 | Time: 1778.54 ms
[2021-05-04 10:42:12 main:581] : INFO : Epoch 2041 | loss: 0.0309855 | val_loss: 0.0313577 | Time: 1920.25 ms
[2021-05-04 10:42:14 main:581] : INFO : Epoch 2042 | loss: 0.0309926 | val_loss: 0.0313468 | Time: 1933.16 ms
[2021-05-04 10:42:16 main:581] : INFO : Epoch 2043 | loss: 0.0309926 | val_loss: 0.0313178 | Time: 1931.91 ms
[2021-05-04 10:42:17 main:581] : INFO : Epoch 2044 | loss: 0.0309973 | val_loss: 0.0313373 | Time: 1924.35 ms
[2021-05-04 10:42:19 main:581] : INFO : Epoch 2045 | loss: 0.0309976 | val_loss: 0.0313123 | Time: 1880.73 ms
[2021-05-04 10:42:21 main:581] : INFO : Epoch 2046 | loss: 0.0310014 | val_loss: 0.0313338 | Time: 1880.58 ms
[2021-05-04 10:42:23 main:581] : INFO : Epoch 2047 | loss: 0.030994 | val_loss: 0.031313 | Time: 1930.85 ms
[2021-05-04 10:42:25 main:581] : INFO : Epoch 2048 | loss: 0.0309844 | val_loss: 0.0313742 | Time: 2045.73 ms
[2021-05-04 10:42:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313742
[2021-05-04 10:42:25 main:610] : INFO : Saving end state to config to file
[2021-05-04 10:42:25 main:615] : INFO : Success, exiting..
10:42:25 (11820): 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)