Task 3749069
| Name | ParityModified-1609265788-29961-4_0 |
| Workunit | 1926900 |
| Created | 21 Jan 2021, 10:25:43 UTC |
| Sent | 21 Jan 2021, 16:41:58 UTC |
| Report deadline | 28 Jan 2021, 16:41:58 UTC |
| Received | 21 Jan 2021, 18:55:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 5 min 36 sec |
| CPU time | 1 hours 2 min 51 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> :37:39 main:574] : INFO : Epoch 1542 | loss: 0.0311317 | val_loss: 0.0311474 | Time: 1916.4 ms [2021-01-21 09:37:41 main:574] : INFO : Epoch 1543 | loss: 0.0311312 | val_loss: 0.0311461 | Time: 1961.06 ms [2021-01-21 09:37:43 main:574] : INFO : Epoch 1544 | loss: 0.0311306 | val_loss: 0.0311481 | Time: 1901.55 ms [2021-01-21 09:37:45 main:574] : INFO : Epoch 1545 | loss: 0.0311318 | val_loss: 0.0311578 | Time: 1870.54 ms [2021-01-21 09:37:47 main:574] : INFO : Epoch 1546 | loss: 0.0311343 | val_loss: 0.0311477 | Time: 1878.8 ms [2021-01-21 09:37:49 main:574] : INFO : Epoch 1547 | loss: 0.031133 | val_loss: 0.031145 | Time: 1916.36 ms [2021-01-21 09:37:51 main:574] : INFO : Epoch 1548 | loss: 0.031133 | val_loss: 0.0311458 | Time: 2025.19 ms [2021-01-21 09:37:53 main:574] : INFO : Epoch 1549 | loss: 0.031131 | val_loss: 0.0311469 | Time: 1955.27 ms [2021-01-21 09:37:55 main:574] : INFO : Epoch 1550 | loss: 0.0311302 | val_loss: 0.031149 | Time: 1872.19 ms [2021-01-21 09:37:57 main:574] : INFO : Epoch 1551 | loss: 0.0311368 | val_loss: 0.0311479 | Time: 1918.94 ms [2021-01-21 09:37:59 main:574] : INFO : Epoch 1552 | loss: 0.0311357 | val_loss: 0.0311459 | Time: 1913.68 ms [2021-01-21 09:38:00 main:574] : INFO : Epoch 1553 | loss: 0.0311353 | val_loss: 0.0311444 | Time: 1883.93 ms [2021-01-21 09:38:02 main:574] : INFO : Epoch 1554 | loss: 0.0311352 | val_loss: 0.0311448 | Time: 1870.17 ms [2021-01-21 09:38:04 main:574] : INFO : Epoch 1555 | loss: 0.0311328 | val_loss: 0.0311432 | Time: 1865.68 ms [2021-01-21 09:38:06 main:574] : INFO : Epoch 1556 | loss: 0.0311321 | val_loss: 0.0311496 | Time: 2055.08 ms [2021-01-21 09:38:08 main:574] : INFO : Epoch 1557 | loss: 0.03114 | val_loss: 0.0311457 | Time: 1896.83 ms [2021-01-21 09:38:10 main:574] : INFO : Epoch 1558 | loss: 0.0311327 | val_loss: 0.0311448 | Time: 1930.84 ms [2021-01-21 09:38:12 main:574] : INFO : Epoch 1559 | loss: 0.0311321 | val_loss: 0.0311466 | Time: 1980.94 ms [2021-01-21 09:38:14 main:574] : INFO : Epoch 1560 | loss: 0.0311345 | val_loss: 0.0311456 | Time: 1903 ms [2021-01-21 09:38:16 main:574] : INFO : Epoch 1561 | loss: 0.031136 | val_loss: 0.0311534 | Time: 1841.58 ms [2021-01-21 09:38:18 main:574] : INFO : Epoch 1562 | loss: 0.0311334 | val_loss: 0.031147 | Time: 1943.23 ms [2021-01-21 09:38:20 main:574] : INFO : Epoch 1563 | loss: 0.0311324 | val_loss: 0.0311494 | Time: 1850.03 ms [2021-01-21 09:38:22 main:574] : INFO : Epoch 1564 | loss: 0.0311311 | val_loss: 0.0311445 | Time: 1876.35 ms [2021-01-21 09:38:24 main:574] : INFO : Epoch 1565 | loss: 0.0311321 | val_loss: 0.0311449 | Time: 1990.09 ms [2021-01-21 09:38:26 main:574] : INFO : Epoch 1566 | loss: 0.0311319 | val_loss: 0.0311502 | Time: 1894.44 ms [2021-01-21 09:38:28 main:574] : INFO : Epoch 1567 | loss: 0.0311315 | val_loss: 0.0311466 | Time: 1928.95 ms [2021-01-21 09:38:29 main:574] : INFO : Epoch 1568 | loss: 0.031132 | val_loss: 0.0311486 | Time: 1878.46 ms [2021-01-21 09:38:31 main:574] : INFO : Epoch 1569 | loss: 0.0311352 | val_loss: 0.0311452 | Time: 1936.01 ms [2021-01-21 09:38:33 main:574] : INFO : Epoch 1570 | loss: 0.0311331 | val_loss: 0.0311482 | Time: 1866.22 ms [2021-01-21 09:38:35 main:574] : INFO : Epoch 1571 | loss: 0.0311326 | val_loss: 0.0311469 | Time: 1916.01 ms [2021-01-21 09:38:37 main:574] : INFO : Epoch 1572 | loss: 0.0311308 | val_loss: 0.031147 | Time: 1938.1 ms [2021-01-21 09:38:39 main:574] : INFO : Epoch 1573 | loss: 0.031131 | val_loss: 0.0311436 | Time: 1892.95 ms [2021-01-21 09:38:41 main:574] : INFO : Epoch 1574 | loss: 0.031131 | val_loss: 0.0311435 | Time: 1900.57 ms [2021-01-21 09:38:43 main:574] : INFO : Epoch 1575 | loss: 0.0311277 | val_loss: 0.0311442 | Time: 1970.38 ms [2021-01-21 09:38:45 main:574] : INFO : Epoch 1576 | loss: 0.0311275 | val_loss: 0.0311429 | Time: 1896.21 ms [2021-01-21 09:38:47 main:574] : INFO : Epoch 1577 | loss: 0.0311289 | val_loss: 0.0311426 | Time: 1852.79 ms [2021-01-21 09:38:49 main:574] : INFO : Epoch 1578 | loss: 0.0311296 | val_loss: 0.0311439 | Time: 1919.9 ms [2021-01-21 09:38:51 main:574] : INFO : Epoch 1579 | loss: 0.0311302 | val_loss: 0.0311435 | Time: 2009.65 ms [2021-01-21 09:38:53 main:574] : INFO : Epoch 1580 | loss: 0.0311321 | val_loss: 0.0311471 | Time: 1879.36 ms [2021-01-21 09:38:55 main:574] : INFO : Epoch 1581 | loss: 0.0311339 | val_loss: 0.0311494 | Time: 2004.9 ms [2021-01-21 09:38:57 main:574] : INFO : Epoch 1582 | loss: 0.0311308 | val_loss: 0.0311517 | Time: 1994.51 ms [2021-01-21 09:38:58 main:574] : INFO : Epoch 1583 | loss: 0.0311305 | val_loss: 0.0311447 | Time: 1882.42 ms [2021-01-21 09:39:00 main:574] : INFO : Epoch 1584 | loss: 0.0311278 | val_loss: 0.0311438 | Time: 1899.75 ms [2021-01-21 09:39:02 main:574] : INFO : Epoch 1585 | loss: 0.0311273 | val_loss: 0.0311433 | Time: 1864.87 ms [2021-01-21 09:39:04 main:574] : INFO : Epoch 1586 | loss: 0.0311276 | val_loss: 0.0311435 | Time: 1886.67 ms [2021-01-21 09:39:06 main:574] : INFO : Epoch 1587 | loss: 0.0311279 | val_loss: 0.031147 | Time: 1877.99 ms [2021-01-21 09:39:08 main:574] : INFO : Epoch 1588 | loss: 0.0311271 | val_loss: 0.0311426 | Time: 1848.19 ms [2021-01-21 09:39:10 main:574] : INFO : Epoch 1589 | loss: 0.0311269 | val_loss: 0.0311433 | Time: 1865.33 ms [2021-01-21 09:39:12 main:574] : INFO : Epoch 1590 | loss: 0.0311259 | val_loss: 0.0311442 | Time: 1903.98 ms [2021-01-21 09:39:14 main:574] : INFO : Epoch 1591 | loss: 0.0311271 | val_loss: 0.0311483 | Time: 1913.29 ms [2021-01-21 09:39:16 main:574] : INFO : Epoch 1592 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 1885.3 ms [2021-01-21 09:39:17 main:574] : INFO : Epoch 1593 | loss: 0.0311279 | val_loss: 0.0311455 | Time: 1956.73 ms [2021-01-21 09:39:20 main:574] : INFO : Epoch 1594 | loss: 0.0311269 | val_loss: 0.0311478 | Time: 2004.41 ms [2021-01-21 09:39:21 main:574] : INFO : Epoch 1595 | loss: 0.0311278 | val_loss: 0.0311429 | Time: 1874.24 ms [2021-01-21 09:39:23 main:574] : INFO : Epoch 1596 | loss: 0.0311254 | val_loss: 0.031145 | Time: 1861.99 ms [2021-01-21 09:39:25 main:574] : INFO : Epoch 1597 | loss: 0.0311247 | val_loss: 0.0311453 | Time: 1980.38 ms [2021-01-21 09:39:27 main:574] : INFO : Epoch 1598 | loss: 0.0311245 | val_loss: 0.0311457 | Time: 1864.36 ms [2021-01-21 09:39:29 main:574] : INFO : Epoch 1599 | loss: 0.0311247 | val_loss: 0.031145 | Time: 1865.44 ms [2021-01-21 09:39:31 main:574] : INFO : Epoch 1600 | loss: 0.0311261 | val_loss: 0.0311478 | Time: 1972.77 ms [2021-01-21 09:39:33 main:574] : INFO : Epoch 1601 | loss: 0.0311238 | val_loss: 0.0311436 | Time: 1899.75 ms [2021-01-21 09:39:35 main:574] : INFO : Epoch 1602 | loss: 0.0311243 | val_loss: 0.0311455 | Time: 1874.93 ms [2021-01-21 09:39:37 main:574] : INFO : Epoch 1603 | loss: 0.0311249 | val_loss: 0.0311467 | Time: 1993.18 ms [2021-01-21 09:39:39 main:574] : INFO : Epoch 1604 | loss: 0.031129 | val_loss: 0.0311474 | Time: 1866.1 ms [2021-01-21 09:39:41 main:574] : INFO : Epoch 1605 | loss: 0.0311368 | val_loss: 0.031148 | Time: 1883.73 ms [2021-01-21 09:39:42 main:574] : INFO : Epoch 1606 | loss: 0.0311347 | val_loss: 0.0311457 | Time: 1907.23 ms [2021-01-21 09:39:44 main:574] : INFO : Epoch 1607 | loss: 0.0311329 | val_loss: 0.031144 | Time: 1906.51 ms [2021-01-21 09:39:46 main:574] : INFO : Epoch 1608 | loss: 0.0311316 | val_loss: 0.0311452 | Time: 2015.92 ms [2021-01-21 09:39:48 main:574] : INFO : Epoch 1609 | loss: 0.0311322 | val_loss: 0.0311419 | Time: 1968.05 ms [2021-01-21 09:39:50 main:574] : INFO : Epoch 1610 | loss: 0.0311296 | val_loss: 0.0311411 | Time: 1965.62 ms [2021-01-21 09:39:52 main:574] : INFO : Epoch 1611 | loss: 0.031128 | val_loss: 0.0311416 | Time: 1918.93 ms [2021-01-21 09:39:54 main:574] : INFO : Epoch 1612 | loss: 0.0311259 | val_loss: 0.0311455 | Time: 1941.2 ms [2021-01-21 09:39:56 main:574] : INFO : Epoch 1613 | loss: 0.0311266 | val_loss: 0.031146 | Time: 1888.4 ms [2021-01-21 09:39:58 main:574] : INFO : Epoch 1614 | loss: 0.0311256 | val_loss: 0.0311443 | Time: 1929.07 ms [2021-01-21 09:40:00 main:574] : INFO : Epoch 1615 | loss: 0.0311273 | val_loss: 0.0311447 | Time: 1902.43 ms [2021-01-21 09:40:02 main:574] : INFO : Epoch 1616 | loss: 0.0311271 | val_loss: 0.031145 | Time: 1921.99 ms [2021-01-21 09:40:04 main:574] : INFO : Epoch 1617 | loss: 0.031127 | val_loss: 0.0311412 | Time: 1864.22 ms [2021-01-21 09:40:06 main:574] : INFO : Epoch 1618 | loss: 0.0311264 | val_loss: 0.0311453 | Time: 1886.34 ms [2021-01-21 09:40:08 main:574] : INFO : Epoch 1619 | loss: 0.0311275 | val_loss: 0.0311476 | Time: 1860.67 ms [2021-01-21 09:40:10 main:574] : INFO : Epoch 1620 | loss: 0.0311274 | val_loss: 0.0311446 | Time: 1937.74 ms [2021-01-21 09:40:11 main:574] : INFO : Epoch 1621 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 1907.77 ms [2021-01-21 09:40:13 main:574] : INFO : Epoch 1622 | loss: 0.0311333 | val_loss: 0.0311424 | Time: 1869.69 ms [2021-01-21 09:40:15 main:574] : INFO : Epoch 1623 | loss: 0.0311274 | val_loss: 0.031146 | Time: 1880.7 ms [2021-01-21 09:40:17 main:574] : INFO : Epoch 1624 | loss: 0.0311349 | val_loss: 0.0311513 | Time: 1859.21 ms [2021-01-21 09:40:19 main:574] : INFO : Epoch 1625 | loss: 0.0311279 | val_loss: 0.0311434 | Time: 1876.88 ms [2021-01-21 09:40:21 main:574] : INFO : Epoch 1626 | loss: 0.0311281 | val_loss: 0.0311542 | Time: 1903.88 ms [2021-01-21 09:40:23 main:574] : INFO : Epoch 1627 | loss: 0.0311273 | val_loss: 0.0311439 | Time: 2073.36 ms [2021-01-21 09:40:25 main:574] : INFO : Epoch 1628 | loss: 0.0311261 | val_loss: 0.0311429 | Time: 1907.17 ms [2021-01-21 09:40:27 main:574] : INFO : Epoch 1629 | loss: 0.0311262 | val_loss: 0.031145 | Time: 2012.22 ms [2021-01-21 09:40:29 main:574] : INFO : Epoch 1630 | loss: 0.031125 | val_loss: 0.031141 | Time: 1888.44 ms [2021-01-21 09:40:31 main:574] : INFO : Epoch 1631 | loss: 0.031126 | val_loss: 0.0311429 | Time: 1945.55 ms [2021-01-21 09:40:33 main:574] : INFO : Epoch 1632 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 1939.47 ms [2021-01-21 09:40:35 main:574] : INFO : Epoch 1633 | loss: 0.0311283 | val_loss: 0.0311418 | Time: 1924.37 ms [2021-01-21 09:40:37 main:574] : INFO : Epoch 1634 | loss: 0.0311289 | val_loss: 0.0311427 | Time: 1864.58 ms [2021-01-21 09:40:39 main:574] : INFO : Epoch 1635 | loss: 0.0311301 | val_loss: 0.0311456 | Time: 1876.73 ms [2021-01-21 09:40:40 main:574] : INFO : Epoch 1636 | loss: 0.0311283 | val_loss: 0.0311381 | Time: 1927.28 ms [2021-01-21 09:40:42 main:574] : INFO : Epoch 1637 | loss: 0.0311289 | val_loss: 0.0311422 | Time: 1902.2 ms [2021-01-21 09:40:44 main:574] : INFO : Epoch 1638 | loss: 0.0311273 | val_loss: 0.0311412 | Time: 2016.23 ms [2021-01-21 09:40:46 main:574] : INFO : Epoch 1639 | loss: 0.0311282 | val_loss: 0.0311418 | Time: 1869.61 ms [2021-01-21 09:40:48 main:574] : INFO : Epoch 1640 | loss: 0.0311253 | val_loss: 0.0311411 | Time: 1943.6 ms [2021-01-21 09:40:50 main:574] : INFO : Epoch 1641 | loss: 0.0311263 | val_loss: 0.0311437 | Time: 1890.7 ms [2021-01-21 09:40:52 main:574] : INFO : Epoch 1642 | loss: 0.0311318 | val_loss: 0.0311434 | Time: 1897.71 ms [2021-01-21 09:40:54 main:574] : INFO : Epoch 1643 | loss: 0.0311262 | val_loss: 0.0311441 | Time: 1870.1 ms [2021-01-21 09:40:56 main:574] : INFO : Epoch 1644 | loss: 0.0311266 | val_loss: 0.0311424 | Time: 1926.75 ms [2021-01-21 09:40:58 main:574] : INFO : Epoch 1645 | loss: 0.0311311 | val_loss: 0.0311442 | Time: 1940.26 ms [2021-01-21 09:41:00 main:574] : INFO : Epoch 1646 | loss: 0.0311305 | val_loss: 0.0311437 | Time: 1874.96 ms [2021-01-21 09:41:02 main:574] : INFO : Epoch 1647 | loss: 0.0311318 | val_loss: 0.0311495 | Time: 1900.52 ms [2021-01-21 09:41:04 main:574] : INFO : Epoch 1648 | loss: 0.0311336 | val_loss: 0.0311451 | Time: 1874.43 ms [2021-01-21 09:41:05 main:574] : INFO : Epoch 1649 | loss: 0.0311278 | val_loss: 0.0311443 | Time: 1902.83 ms [2021-01-21 09:41:07 main:574] : INFO : Epoch 1650 | loss: 0.0311274 | val_loss: 0.0311426 | Time: 1943.65 ms [2021-01-21 09:41:09 main:574] : INFO : Epoch 1651 | loss: 0.0311254 | val_loss: 0.0311436 | Time: 1896.37 ms [2021-01-21 09:41:11 main:574] : INFO : Epoch 1652 | loss: 0.031125 | val_loss: 0.0311457 | Time: 1933.82 ms [2021-01-21 09:41:13 main:574] : INFO : Epoch 1653 | loss: 0.0311258 | val_loss: 0.0311467 | Time: 1951.58 ms [2021-01-21 09:41:15 main:574] : INFO : Epoch 1654 | loss: 0.0311258 | val_loss: 0.0311446 | Time: 1896.12 ms [2021-01-21 09:41:17 main:574] : INFO : Epoch 1655 | loss: 0.0311257 | val_loss: 0.0311486 | Time: 1884.48 ms [2021-01-21 09:41:19 main:574] : INFO : Epoch 1656 | loss: 0.0311325 | val_loss: 0.0311556 | Time: 1896.53 ms [2021-01-21 09:41:21 main:574] : INFO : Epoch 1657 | loss: 0.0311434 | val_loss: 0.0311515 | Time: 1951.45 ms [2021-01-21 09:41:23 main:574] : INFO : Epoch 1658 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 1869.05 ms [2021-01-21 09:41:25 main:574] : INFO : Epoch 1659 | loss: 0.0311449 | val_loss: 0.0311564 | Time: 1882.49 ms [2021-01-21 09:41:27 main:574] : INFO : Epoch 1660 | loss: 0.03114 | val_loss: 0.0311488 | Time: 1921.97 ms [2021-01-21 09:41:29 main:574] : INFO : Epoch 1661 | loss: 0.0311402 | val_loss: 0.031149 | Time: 1887.06 ms [2021-01-21 09:41:30 main:574] : INFO : Epoch 1662 | loss: 0.0311383 | val_loss: 0.0311479 | Time: 1873.63 ms [2021-01-21 09:41:32 main:574] : INFO : Epoch 1663 | loss: 0.0311386 | val_loss: 0.031151 | Time: 1861.82 ms [2021-01-21 09:41:34 main:574] : INFO : Epoch 1664 | loss: 0.0311366 | val_loss: 0.0311486 | Time: 1888.62 ms [2021-01-21 09:41:36 main:574] : INFO : Epoch 1665 | loss: 0.031134 | val_loss: 0.0311484 | Time: 1868.65 ms [2021-01-21 09:41:38 main:574] : INFO : Epoch 1666 | loss: 0.0311341 | val_loss: 0.0311476 | Time: 1990.37 ms [2021-01-21 09:41:40 main:574] : INFO : Epoch 1667 | loss: 0.0311328 | val_loss: 0.031147 | Time: 1870.93 ms [2021-01-21 09:41:42 main:574] : INFO : Epoch 1668 | loss: 0.031135 | val_loss: 0.0311476 | Time: 2006.19 ms [2021-01-21 09:41:44 main:574] : INFO : Epoch 1669 | loss: 0.031133 | val_loss: 0.0311459 | Time: 1897.74 ms [2021-01-21 09:41:46 main:574] : INFO : Epoch 1670 | loss: 0.0311332 | val_loss: 0.0311495 | Time: 1984.18 ms [2021-01-21 09:41:48 main:574] : INFO : Epoch 1671 | loss: 0.0311453 | val_loss: 0.031158 | Time: 2022.16 ms [2021-01-21 09:41:50 main:574] : INFO : Epoch 1672 | loss: 0.0311508 | val_loss: 0.0311575 | Time: 1874.99 ms [2021-01-21 09:41:52 main:574] : INFO : Epoch 1673 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 2043.48 ms [2021-01-21 09:41:54 main:574] : INFO : Epoch 1674 | loss: 0.0311444 | val_loss: 0.0311537 | Time: 1942.61 ms [2021-01-21 09:41:56 main:574] : INFO : Epoch 1675 | loss: 0.0311434 | val_loss: 0.0311525 | Time: 1892.26 ms [2021-01-21 09:41:58 main:574] : INFO : Epoch 1676 | loss: 0.0311434 | val_loss: 0.0311501 | Time: 1923.44 ms [2021-01-21 09:42:00 main:574] : INFO : Epoch 1677 | loss: 0.0311416 | val_loss: 0.0311501 | Time: 1901.84 ms [2021-01-21 09:42:01 main:574] : INFO : Epoch 1678 | loss: 0.0311401 | val_loss: 0.0311506 | Time: 1869.54 ms [2021-01-21 09:42:03 main:574] : INFO : Epoch 1679 | loss: 0.0311394 | val_loss: 0.0311512 | Time: 1924.97 ms [2021-01-21 09:42:05 main:574] : INFO : Epoch 1680 | loss: 0.0311406 | val_loss: 0.0311544 | Time: 2035.22 ms [2021-01-21 09:42:07 main:574] : INFO : Epoch 1681 | loss: 0.0311399 | val_loss: 0.0311516 | Time: 1940.89 ms [2021-01-21 09:42:09 main:574] : INFO : Epoch 1682 | loss: 0.0311405 | val_loss: 0.0311495 | Time: 1963.63 ms [2021-01-21 09:42:11 main:574] : INFO : Epoch 1683 | loss: 0.0311397 | val_loss: 0.0311478 | Time: 1865.06 ms [2021-01-21 09:42:13 main:574] : INFO : Epoch 1684 | loss: 0.0311371 | val_loss: 0.0311523 | Time: 1967.73 ms [2021-01-21 09:42:15 main:574] : INFO : Epoch 1685 | loss: 0.0311367 | val_loss: 0.0311495 | Time: 1862.07 ms [2021-01-21 09:42:17 main:574] : INFO : Epoch 1686 | loss: 0.0311363 | val_loss: 0.031149 | Time: 1886.68 ms [2021-01-21 09:42:19 main:574] : INFO : Epoch 1687 | loss: 0.0311376 | val_loss: 0.0311499 | Time: 1899.2 ms [2021-01-21 09:42:21 main:574] : INFO : Epoch 1688 | loss: 0.0311373 | val_loss: 0.0311493 | Time: 1964.13 ms [2021-01-21 09:42:23 main:574] : INFO : Epoch 1689 | loss: 0.0311384 | val_loss: 0.031149 | Time: 1881.18 ms [2021-01-21 09:42:25 main:574] : INFO : Epoch 1690 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 1892.47 ms [2021-01-21 09:42:27 main:574] : INFO : Epoch 1691 | loss: 0.0311393 | val_loss: 0.0311497 | Time: 1906.89 ms [2021-01-21 09:42:29 main:574] : INFO : Epoch 1692 | loss: 0.0311353 | val_loss: 0.0311475 | Time: 1997.63 ms [2021-01-21 09:42:31 main:574] : INFO : Epoch 1693 | loss: 0.0311366 | val_loss: 0.0311466 | Time: 1935.69 ms [2021-01-21 09:42:32 main:574] : INFO : Epoch 1694 | loss: 0.0311352 | val_loss: 0.0311476 | Time: 1914.09 ms [2021-01-21 09:42:34 main:574] : INFO : Epoch 1695 | loss: 0.0311353 | val_loss: 0.0311483 | Time: 1884.01 ms [2021-01-21 09:42:36 main:574] : INFO : Epoch 1696 | loss: 0.0311333 | val_loss: 0.0311472 | Time: 1872.91 ms [2021-01-21 09:42:38 main:574] : INFO : Epoch 1697 | loss: 0.0311344 | val_loss: 0.0311491 | Time: 1947.95 ms [2021-01-21 09:42:40 main:574] : INFO : Epoch 1698 | loss: 0.0311357 | val_loss: 0.0311483 | Time: 2028.28 ms [2021-01-21 09:42:42 main:574] : INFO : Epoch 1699 | loss: 0.0311361 | val_loss: 0.0311511 | Time: 1923.51 ms [2021-01-21 09:42:44 main:574] : INFO : Epoch 1700 | loss: 0.0311366 | val_loss: 0.0311502 | Time: 1932.76 ms [2021-01-21 09:42:46 main:574] : INFO : Epoch 1701 | loss: 0.031135 | val_loss: 0.0311477 | Time: 1991.62 ms [2021-01-21 09:42:48 main:574] : INFO : Epoch 1702 | loss: 0.0311369 | val_loss: 0.0311453 | Time: 1897.51 ms [2021-01-21 09:42:50 main:574] : INFO : Epoch 1703 | loss: 0.0311357 | val_loss: 0.0311464 | Time: 1880.32 ms [2021-01-21 09:42:52 main:574] : INFO : Epoch 1704 | loss: 0.0311364 | val_loss: 0.0311469 | Time: 1864.3 ms [2021-01-21 09:42:54 main:574] : INFO : Epoch 1705 | loss: 0.0311338 | val_loss: 0.0311502 | Time: 1931.28 ms [2021-01-21 09:42:56 main:574] : INFO : Epoch 1706 | loss: 0.0311339 | val_loss: 0.0311483 | Time: 1862.3 ms [2021-01-21 09:42:58 main:574] : INFO : Epoch 1707 | loss: 0.0311315 | val_loss: 0.0311457 | Time: 1855.84 ms [2021-01-21 09:42:59 main:574] : INFO : Epoch 1708 | loss: 0.0311307 | val_loss: 0.0311469 | Time: 1850.05 ms [2021-01-21 09:43:01 main:574] : INFO : Epoch 1709 | loss: 0.0311315 | val_loss: 0.0311476 | Time: 1901.12 ms [2021-01-21 09:43:03 main:574] : INFO : Epoch 1710 | loss: 0.0311336 | val_loss: 0.0311445 | Time: 1908.65 ms [2021-01-21 09:43:05 main:574] : INFO : Epoch 1711 | loss: 0.0311364 | val_loss: 0.0311487 | Time: 1923.64 ms [2021-01-21 09:43:07 main:574] : INFO : Epoch 1712 | loss: 0.031134 | val_loss: 0.0311484 | Time: 1902.17 ms [2021-01-21 09:43:09 main:574] : INFO : Epoch 1713 | loss: 0.0311326 | val_loss: 0.0311469 | Time: 1960.97 ms [2021-01-21 09:43:11 main:574] : INFO : Epoch 1714 | loss: 0.0311313 | val_loss: 0.031146 | Time: 1908.83 ms [2021-01-21 09:43:13 main:574] : INFO : Epoch 1715 | loss: 0.031131 | val_loss: 0.0311453 | Time: 1879.09 ms [2021-01-21 09:43:15 main:574] : INFO : Epoch 1716 | loss: 0.0311307 | val_loss: 0.0311462 | Time: 1962.41 ms [2021-01-21 09:43:17 main:574] : INFO : Epoch 1717 | loss: 0.0311304 | val_loss: 0.0311475 | Time: 1915.78 ms [2021-01-21 09:43:19 main:574] : INFO : Epoch 1718 | loss: 0.0311298 | val_loss: 0.0311467 | Time: 1938.46 ms [2021-01-21 09:43:21 main:574] : INFO : Epoch 1719 | loss: 0.0311297 | val_loss: 0.0311438 | Time: 1985.47 ms [2021-01-21 09:43:23 main:574] : INFO : Epoch 1720 | loss: 0.0311287 | val_loss: 0.0311436 | Time: 1877.53 ms [2021-01-21 09:43:25 main:574] : INFO : Epoch 1721 | loss: 0.0311296 | val_loss: 0.0311422 | Time: 2051.08 ms [2021-01-21 09:43:26 main:574] : INFO : Epoch 1722 | loss: 0.0311279 | val_loss: 0.0311449 | Time: 1861.6 ms [2021-01-21 09:43:28 main:574] : INFO : Epoch 1723 | loss: 0.0311296 | val_loss: 0.0311473 | Time: 1895.28 ms [2021-01-21 09:43:30 main:574] : INFO : Epoch 1724 | loss: 0.0311323 | val_loss: 0.0311428 | Time: 1874.73 ms [2021-01-21 09:43:32 main:574] : INFO : Epoch 1725 | loss: 0.0311296 | val_loss: 0.0311413 | Time: 1866.46 ms [2021-01-21 09:43:34 main:574] : INFO : Epoch 1726 | loss: 0.0311301 | val_loss: 0.031149 | Time: 1998.05 ms [2021-01-21 09:43:36 main:574] : INFO : Epoch 1727 | loss: 0.0311295 | val_loss: 0.0311453 | Time: 1894.03 ms [2021-01-21 09:43:38 main:574] : INFO : Epoch 1728 | loss: 0.0311279 | val_loss: 0.0311436 | Time: 1925.72 ms [2021-01-21 09:43:40 main:574] : INFO : Epoch 1729 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 1887.19 ms [2021-01-21 09:43:42 main:574] : INFO : Epoch 1730 | loss: 0.0311324 | val_loss: 0.0311421 | Time: 1981.36 ms [2021-01-21 09:43:44 main:574] : INFO : Epoch 1731 | loss: 0.0311308 | val_loss: 0.031147 | Time: 2035.44 ms [2021-01-21 09:43:46 main:574] : INFO : Epoch 1732 | loss: 0.0311303 | val_loss: 0.0311443 | Time: 1963.7 ms [2021-01-21 09:43:48 main:574] : INFO : Epoch 1733 | loss: 0.0311279 | val_loss: 0.0311417 | Time: 1883.78 ms [2021-01-21 09:43:50 main:574] : INFO : Epoch 1734 | loss: 0.0311272 | val_loss: 0.0311421 | Time: 1965.97 ms [2021-01-21 09:43:52 main:574] : INFO : Epoch 1735 | loss: 0.0311268 | val_loss: 0.0311403 | Time: 1871.56 ms [2021-01-21 09:43:54 main:574] : INFO : Epoch 1736 | loss: 0.0311303 | val_loss: 0.031144 | Time: 1920.7 ms [2021-01-21 09:43:56 main:574] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.0311414 | Time: 1867.32 ms [2021-01-21 09:43:58 main:574] : INFO : Epoch 1738 | loss: 0.0311285 | val_loss: 0.0311492 | Time: 2004.55 ms [2021-01-21 09:43:59 main:574] : INFO : Epoch 1739 | loss: 0.0311277 | val_loss: 0.031144 | Time: 1879.18 ms [2021-01-21 09:44:01 main:574] : INFO : Epoch 1740 | loss: 0.0311257 | val_loss: 0.031142 | Time: 1943.82 ms [2021-01-21 09:44:03 main:574] : INFO : Epoch 1741 | loss: 0.0311268 | val_loss: 0.0311409 | Time: 1972.78 ms [2021-01-21 09:44:05 main:574] : INFO : Epoch 1742 | loss: 0.0311284 | val_loss: 0.031145 | Time: 1922.67 ms [2021-01-21 09:44:07 main:574] : INFO : Epoch 1743 | loss: 0.0311266 | val_loss: 0.0311409 | Time: 1871.48 ms [2021-01-21 09:44:09 main:574] : INFO : Epoch 1744 | loss: 0.0311298 | val_loss: 0.0311536 | Time: 1878.97 ms [2021-01-21 09:44:11 main:574] : INFO : Epoch 1745 | loss: 0.0311436 | val_loss: 0.031156 | Time: 1868.24 ms [2021-01-21 09:44:13 main:574] : INFO : Epoch 1746 | loss: 0.0311407 | val_loss: 0.0311444 | Time: 2055.87 ms [2021-01-21 09:44:15 main:574] : INFO : Epoch 1747 | loss: 0.0311339 | val_loss: 0.0311443 | Time: 2010.69 ms [2021-01-21 09:44:17 main:574] : INFO : Epoch 1748 | loss: 0.031135 | val_loss: 0.0311462 | Time: 1866.86 ms [2021-01-21 09:44:19 main:574] : INFO : Epoch 1749 | loss: 0.0311363 | val_loss: 0.0311485 | Time: 1912.93 ms [2021-01-21 09:44:21 main:574] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311435 | Time: 1863.93 ms [2021-01-21 09:44:23 main:574] : INFO : Epoch 1751 | loss: 0.0311328 | val_loss: 0.0311442 | Time: 1860.04 ms [2021-01-21 09:44:25 main:574] : INFO : Epoch 1752 | loss: 0.0311333 | val_loss: 0.0311406 | Time: 1912.85 ms [2021-01-21 09:44:26 main:574] : INFO : Epoch 1753 | loss: 0.0311314 | val_loss: 0.0311415 | Time: 1887.53 ms [2021-01-21 09:44:28 main:574] : INFO : Epoch 1754 | loss: 0.0311281 | val_loss: 0.0311441 | Time: 1900.34 ms [2021-01-21 09:44:30 main:574] : INFO : Epoch 1755 | loss: 0.0311279 | val_loss: 0.0311439 | Time: 1861.57 ms [2021-01-21 09:44:32 main:574] : INFO : Epoch 1756 | loss: 0.0311294 | val_loss: 0.0311428 | Time: 1904.58 ms [2021-01-21 09:44:34 main:574] : INFO : Epoch 1757 | loss: 0.0311285 | val_loss: 0.0311462 | Time: 1863.22 ms [2021-01-21 09:44:36 main:574] : INFO : Epoch 1758 | loss: 0.0311288 | val_loss: 0.0311418 | Time: 1978.25 ms [2021-01-21 09:44:38 main:574] : INFO : Epoch 1759 | loss: 0.0311289 | val_loss: 0.031145 | Time: 1997.37 ms [2021-01-21 09:44:40 main:574] : INFO : Epoch 1760 | loss: 0.0311295 | val_loss: 0.0311491 | Time: 1951.32 ms [2021-01-21 09:44:42 main:574] : INFO : Epoch 1761 | loss: 0.0311278 | val_loss: 0.0311483 | Time: 1907.5 ms [2021-01-21 09:44:44 main:574] : INFO : Epoch 1762 | loss: 0.0311267 | val_loss: 0.0311455 | Time: 1869.73 ms [2021-01-21 09:44:46 main:574] : INFO : Epoch 1763 | loss: 0.0311288 | val_loss: 0.0311422 | Time: 1983.13 ms [2021-01-21 09:44:48 main:574] : INFO : Epoch 1764 | loss: 0.0311276 | val_loss: 0.031144 | Time: 1886.75 ms [2021-01-21 09:44:50 main:574] : INFO : Epoch 1765 | loss: 0.0311256 | val_loss: 0.0311438 | Time: 1951.49 ms [2021-01-21 09:44:52 main:574] : INFO : Epoch 1766 | loss: 0.0311256 | val_loss: 0.0311436 | Time: 1896.54 ms [2021-01-21 09:44:53 main:574] : INFO : Epoch 1767 | loss: 0.0311258 | val_loss: 0.0311438 | Time: 1886.65 ms [2021-01-21 09:44:55 main:574] : INFO : Epoch 1768 | loss: 0.0311255 | val_loss: 0.0311469 | Time: 1986.71 ms [2021-01-21 09:44:57 main:574] : INFO : Epoch 1769 | loss: 0.031127 | val_loss: 0.0311436 | Time: 1898.65 ms [2021-01-21 09:44:59 main:574] : INFO : Epoch 1770 | loss: 0.0311255 | val_loss: 0.0311433 | Time: 1899.35 ms [2021-01-21 09:45:01 main:574] : INFO : Epoch 1771 | loss: 0.031125 | val_loss: 0.0311476 | Time: 2002.89 ms [2021-01-21 09:45:03 main:574] : INFO : Epoch 1772 | loss: 0.0311276 | val_loss: 0.0311448 | Time: 1979.66 ms [2021-01-21 09:45:05 main:574] : INFO : Epoch 1773 | loss: 0.0311312 | val_loss: 0.0311442 | Time: 1874.86 ms [2021-01-21 09:45:07 main:574] : INFO : Epoch 1774 | loss: 0.0311295 | val_loss: 0.0311431 | Time: 1992.7 ms [2021-01-21 09:45:09 main:574] : INFO : Epoch 1775 | loss: 0.031129 | val_loss: 0.0311466 | Time: 1858.56 ms [2021-01-21 09:45:11 main:574] : INFO : Epoch 1776 | loss: 0.0311267 | val_loss: 0.0311474 | Time: 2005.15 ms [2021-01-21 09:45:13 main:574] : INFO : Epoch 1777 | loss: 0.0311258 | val_loss: 0.0311468 | Time: 1912.69 ms [2021-01-21 09:45:15 main:574] : INFO : Epoch 1778 | loss: 0.031126 | val_loss: 0.0311454 | Time: 1903.84 ms [2021-01-21 09:45:17 main:574] : INFO : Epoch 1779 | loss: 0.0311242 | val_loss: 0.0311418 | Time: 1974.13 ms [2021-01-21 09:45:19 main:574] : INFO : Epoch 1780 | loss: 0.0311266 | val_loss: 0.031142 | Time: 1948.14 ms [2021-01-21 09:45:21 main:574] : INFO : Epoch 1781 | loss: 0.0311242 | val_loss: 0.031143 | Time: 1888.93 ms [2021-01-21 09:45:23 main:574] : INFO : Epoch 1782 | loss: 0.0311293 | val_loss: 0.0311423 | Time: 1897.41 ms [2021-01-21 09:45:25 main:574] : INFO : Epoch 1783 | loss: 0.031127 | val_loss: 0.0311444 | Time: 1919.78 ms [2021-01-21 09:45:27 main:574] : INFO : Epoch 1784 | loss: 0.0311253 | val_loss: 0.0311408 | Time: 2079.6 ms [2021-01-21 09:45:29 main:574] : INFO : Epoch 1785 | loss: 0.0311232 | val_loss: 0.0311415 | Time: 1953.31 ms [2021-01-21 09:45:31 main:574] : INFO : Epoch 1786 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 1961.4 ms [2021-01-21 09:45:32 main:574] : INFO : Epoch 1787 | loss: 0.0311224 | val_loss: 0.0311445 | Time: 1853.11 ms [2021-01-21 09:45:34 main:574] : INFO : Epoch 1788 | loss: 0.0311231 | val_loss: 0.0311392 | Time: 1863.55 ms [2021-01-21 09:45:36 main:574] : INFO : Epoch 1789 | loss: 0.0311262 | val_loss: 0.0311422 | Time: 1886.5 ms [2021-01-21 09:45:38 main:574] : INFO : Epoch 1790 | loss: 0.0311247 | val_loss: 0.0311424 | Time: 1868.25 ms [2021-01-21 09:45:40 main:574] : INFO : Epoch 1791 | loss: 0.0311238 | val_loss: 0.0311457 | Time: 2028.16 ms [2021-01-21 09:45:42 main:574] : INFO : Epoch 1792 | loss: 0.031123 | val_loss: 0.0311431 | Time: 1871.35 ms [2021-01-21 09:45:44 main:574] : INFO : Epoch 1793 | loss: 0.0311232 | val_loss: 0.0311413 | Time: 1879.86 ms [2021-01-21 09:45:46 main:574] : INFO : Epoch 1794 | loss: 0.0311221 | val_loss: 0.0311419 | Time: 1883.82 ms [2021-01-21 09:45:48 main:574] : INFO : Epoch 1795 | loss: 0.0311226 | val_loss: 0.0311408 | Time: 1882.36 ms [2021-01-21 09:45:50 main:574] : INFO : Epoch 1796 | loss: 0.0311215 | val_loss: 0.0311391 | Time: 1919.48 ms [2021-01-21 09:45:52 main:574] : INFO : Epoch 1797 | loss: 0.0311226 | val_loss: 0.0311447 | Time: 1887.34 ms [2021-01-21 09:45:53 main:574] : INFO : Epoch 1798 | loss: 0.0311252 | val_loss: 0.0311394 | Time: 1924.02 ms [2021-01-21 09:45:55 main:574] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311397 | Time: 1917.39 ms [2021-01-21 09:45:57 main:574] : INFO : Epoch 1800 | loss: 0.0311244 | val_loss: 0.0311488 | Time: 1945.21 ms [2021-01-21 09:45:59 main:574] : INFO : Epoch 1801 | loss: 0.0311276 | val_loss: 0.0311393 | Time: 1829.19 ms [2021-01-21 09:46:01 main:574] : INFO : Epoch 1802 | loss: 0.0311244 | val_loss: 0.0311415 | Time: 1872.23 ms [2021-01-21 09:46:03 main:574] : INFO : Epoch 1803 | loss: 0.0311207 | val_loss: 0.0311407 | Time: 1872.02 ms [2021-01-21 09:46:05 main:574] : INFO : Epoch 1804 | loss: 0.0311214 | val_loss: 0.0311425 | Time: 1894.44 ms [2021-01-21 09:46:07 main:574] : INFO : Epoch 1805 | loss: 0.0311234 | val_loss: 0.0311461 | Time: 1958.55 ms [2021-01-21 09:46:09 main:574] : INFO : Epoch 1806 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 1902.86 ms [2021-01-21 09:46:11 main:574] : INFO : Epoch 1807 | loss: 0.0311226 | val_loss: 0.0311427 | Time: 1898.92 ms [2021-01-21 09:46:13 main:574] : INFO : Epoch 1808 | loss: 0.0311225 | val_loss: 0.0311431 | Time: 1884.26 ms [2021-01-21 09:46:15 main:574] : INFO : Epoch 1809 | loss: 0.0311238 | val_loss: 0.0311432 | Time: 2137.19 ms [2021-01-21 09:46:17 main:574] : INFO : Epoch 1810 | loss: 0.031122 | val_loss: 0.031141 | Time: 1886.09 ms [2021-01-21 09:46:19 main:574] : INFO : Epoch 1811 | loss: 0.0311232 | val_loss: 0.0311456 | Time: 1939.92 ms [2021-01-21 09:46:21 main:574] : INFO : Epoch 1812 | loss: 0.0311246 | val_loss: 0.0311437 | Time: 2056.02 ms [2021-01-21 09:46:23 main:574] : INFO : Epoch 1813 | loss: 0.0311248 | val_loss: 0.0311475 | Time: 1881.33 ms [2021-01-21 09:46:25 main:574] : INFO : Epoch 1814 | loss: 0.0311234 | val_loss: 0.0311417 | Time: 1925.01 ms [2021-01-21 09:46:26 main:574] : INFO : Epoch 1815 | loss: 0.0311231 | val_loss: 0.0311415 | Time: 1919.43 ms [2021-01-21 09:46:28 main:574] : INFO : Epoch 1816 | loss: 0.0311222 | val_loss: 0.0311434 | Time: 1971.6 ms [2021-01-21 09:46:30 main:574] : INFO : Epoch 1817 | loss: 0.0311216 | val_loss: 0.0311442 | Time: 1927.64 ms [2021-01-21 09:46:32 main:574] : INFO : Epoch 1818 | loss: 0.0311209 | val_loss: 0.0311393 | Time: 2023.96 ms [2021-01-21 09:46:34 main:574] : INFO : Epoch 1819 | loss: 0.0311201 | val_loss: 0.0311411 | Time: 1863.49 ms [2021-01-21 09:46:36 main:574] : INFO : Epoch 1820 | loss: 0.0311203 | val_loss: 0.0311432 | Time: 1888.3 ms [2021-01-21 09:46:38 main:574] : INFO : Epoch 1821 | loss: 0.0311217 | val_loss: 0.031144 | Time: 1947.76 ms [2021-01-21 09:46:40 main:574] : INFO : Epoch 1822 | loss: 0.0311219 | val_loss: 0.0311418 | Time: 1885.52 ms [2021-01-21 09:46:42 main:574] : INFO : Epoch 1823 | loss: 0.0311207 | val_loss: 0.0311477 | Time: 1893.1 ms [2021-01-21 09:46:44 main:574] : INFO : Epoch 1824 | loss: 0.0311219 | val_loss: 0.0311417 | Time: 1875.29 ms [2021-01-21 09:46:46 main:574] : INFO : Epoch 1825 | loss: 0.0311223 | val_loss: 0.0311426 | Time: 1920.29 ms [2021-01-21 09:46:48 main:574] : INFO : Epoch 1826 | loss: 0.031122 | val_loss: 0.0311415 | Time: 1922.23 ms [2021-01-21 09:46:50 main:574] : INFO : Epoch 1827 | loss: 0.031121 | val_loss: 0.0311419 | Time: 1869.1 ms [2021-01-21 09:46:51 main:574] : INFO : Epoch 1828 | loss: 0.0311205 | val_loss: 0.031139 | Time: 1904.97 ms [2021-01-21 09:46:53 main:574] : INFO : Epoch 1829 | loss: 0.0311222 | val_loss: 0.0311408 | Time: 1924.79 ms [2021-01-21 09:46:55 main:574] : INFO : Epoch 1830 | loss: 0.0311194 | val_loss: 0.0311397 | Time: 1903.21 ms [2021-01-21 09:46:57 main:574] : INFO : Epoch 1831 | loss: 0.0311213 | val_loss: 0.0311423 | Time: 1897.68 ms [2021-01-21 09:46:59 main:574] : INFO : Epoch 1832 | loss: 0.0311186 | val_loss: 0.0311445 | Time: 2051.88 ms [2021-01-21 09:47:01 main:574] : INFO : Epoch 1833 | loss: 0.0311181 | val_loss: 0.0311447 | Time: 1868.78 ms [2021-01-21 09:47:03 main:574] : INFO : Epoch 1834 | loss: 0.0311182 | val_loss: 0.031143 | Time: 1909.59 ms [2021-01-21 09:47:05 main:574] : INFO : Epoch 1835 | loss: 0.031118 | val_loss: 0.0311397 | Time: 1926.49 ms [2021-01-21 09:47:07 main:574] : INFO : Epoch 1836 | loss: 0.0311176 | val_loss: 0.0311438 | Time: 1950.68 ms [2021-01-21 09:47:09 main:574] : INFO : Epoch 1837 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 1881.64 ms [2021-01-21 09:47:11 main:574] : INFO : Epoch 1838 | loss: 0.0311206 | val_loss: 0.0311503 | Time: 2010.32 ms [2021-01-21 09:47:13 main:574] : INFO : Epoch 1839 | loss: 0.0311208 | val_loss: 0.0311417 | Time: 2013.72 ms [2021-01-21 09:47:15 main:574] : INFO : Epoch 1840 | loss: 0.0311186 | val_loss: 0.0311447 | Time: 2031.86 ms [2021-01-21 09:47:17 main:574] : INFO : Epoch 1841 | loss: 0.0311207 | val_loss: 0.0311513 | Time: 1861.07 ms [2021-01-21 09:47:19 main:574] : INFO : Epoch 1842 | loss: 0.0311202 | val_loss: 0.0311407 | Time: 1883.98 ms [2021-01-21 09:47:21 main:574] : INFO : Epoch 1843 | loss: 0.0311195 | val_loss: 0.0311396 | Time: 1881.91 ms [2021-01-21 09:47:23 main:574] : INFO : Epoch 1844 | loss: 0.0311211 | val_loss: 0.0311465 | Time: 1964.66 ms [2021-01-21 09:47:25 main:574] : INFO : Epoch 1845 | loss: 0.0311189 | val_loss: 0.0311428 | Time: 1868.72 ms [2021-01-21 09:47:27 main:574] : INFO : Epoch 1846 | loss: 0.0311181 | val_loss: 0.0311472 | Time: 1930.96 ms [2021-01-21 09:47:28 main:574] : INFO : Epoch 1847 | loss: 0.0311186 | val_loss: 0.0311417 | Time: 1862.06 ms [2021-01-21 09:47:30 main:574] : INFO : Epoch 1848 | loss: 0.0311172 | val_loss: 0.03114 | Time: 1919.94 ms [2021-01-21 09:47:32 main:574] : INFO : Epoch 1849 | loss: 0.0311215 | val_loss: 0.0311534 | Time: 1874.57 ms [2021-01-21 09:47:34 main:574] : INFO : Epoch 1850 | loss: 0.0311224 | val_loss: 0.0311433 | Time: 1982.29 ms [2021-01-21 09:47:36 main:574] : INFO : Epoch 1851 | loss: 0.0311192 | val_loss: 0.0311432 | Time: 1968.94 ms [2021-01-21 09:47:38 main:574] : INFO : Epoch 1852 | loss: 0.0311201 | val_loss: 0.0311455 | Time: 1870 ms [2021-01-21 09:47:40 main:574] : INFO : Epoch 1853 | loss: 0.0311172 | val_loss: 0.0311406 | Time: 1862.72 ms [2021-01-21 09:47:42 main:574] : INFO : Epoch 1854 | loss: 0.0311161 | val_loss: 0.0311438 | Time: 1867.76 ms [2021-01-21 09:47:44 main:574] : INFO : Epoch 1855 | loss: 0.031116 | val_loss: 0.0311422 | Time: 1960.51 ms [2021-01-21 09:47:46 main:574] : INFO : Epoch 1856 | loss: 0.0311178 | val_loss: 0.0311445 | Time: 1884.29 ms [2021-01-21 09:47:48 main:574] : INFO : Epoch 1857 | loss: 0.0311189 | val_loss: 0.0311468 | Time: 1841.42 ms [2021-01-21 09:47:49 main:574] : INFO : Epoch 1858 | loss: 0.031118 | val_loss: 0.0311459 | Time: 1893.42 ms [2021-01-21 09:47:51 main:574] : INFO : Epoch 1859 | loss: 0.031119 | val_loss: 0.031143 | Time: 1931.25 ms [2021-01-21 09:47:53 main:574] : INFO : Epoch 1860 | loss: 0.0311168 | val_loss: 0.0311432 | Time: 1876.65 ms [2021-01-21 09:47:55 main:574] : INFO : Epoch 1861 | loss: 0.0311181 | val_loss: 0.031144 | Time: 1901.92 ms [2021-01-21 09:47:57 main:574] : INFO : Epoch 1862 | loss: 0.0311248 | val_loss: 0.0311434 | Time: 1917.76 ms [2021-01-21 09:47:59 main:574] : INFO : Epoch 1863 | loss: 0.0311283 | val_loss: 0.0311405 | Time: 1887 ms [2021-01-21 09:48:01 main:574] : INFO : Epoch 1864 | loss: 0.0311283 | val_loss: 0.0311442 | Time: 1907.31 ms [2021-01-21 09:48:03 main:574] : INFO : Epoch 1865 | loss: 0.031126 | val_loss: 0.0311427 | Time: 1871.42 ms [2021-01-21 09:48:05 main:574] : INFO : Epoch 1866 | loss: 0.0311224 | val_loss: 0.031144 | Time: 1981.02 ms [2021-01-21 09:48:07 main:574] : INFO : Epoch 1867 | loss: 0.0311224 | val_loss: 0.0311405 | Time: 1993.12 ms [2021-01-21 09:48:09 main:574] : INFO : Epoch 1868 | loss: 0.0311212 | val_loss: 0.0311399 | Time: 1862.95 ms [2021-01-21 09:48:11 main:574] : INFO : Epoch 1869 | loss: 0.0311216 | val_loss: 0.0311447 | Time: 1915.88 ms [2021-01-21 09:48:13 main:574] : INFO : Epoch 1870 | loss: 0.0311219 | val_loss: 0.0311428 | Time: 1961.84 ms [2021-01-21 09:48:14 main:574] : INFO : Epoch 1871 | loss: 0.0311203 | val_loss: 0.0311443 | Time: 1890.56 ms [2021-01-21 09:48:16 main:574] : INFO : Epoch 1872 | loss: 0.0311212 | val_loss: 0.0311446 | Time: 1879.98 ms [2021-01-21 09:48:18 main:574] : INFO : Epoch 1873 | loss: 0.0311185 | val_loss: 0.0311528 | Time: 2012.44 ms [2021-01-21 09:48:20 main:574] : INFO : Epoch 1874 | loss: 0.0311191 | val_loss: 0.0311421 | Time: 1957.36 ms [2021-01-21 09:48:22 main:574] : INFO : Epoch 1875 | loss: 0.0311194 | val_loss: 0.031144 | Time: 1839.16 ms [2021-01-21 09:48:24 main:574] : INFO : Epoch 1876 | loss: 0.0311221 | val_loss: 0.031142 | Time: 1896.12 ms [2021-01-21 09:48:26 main:574] : INFO : Epoch 1877 | loss: 0.0311214 | val_loss: 0.0311448 | Time: 1978.26 ms [2021-01-21 09:48:28 main:574] : INFO : Epoch 1878 | loss: 0.0311201 | val_loss: 0.0311439 | Time: 1847.04 ms [2021-01-21 09:48:30 main:574] : INFO : Epoch 1879 | loss: 0.0311226 | val_loss: 0.0311423 | Time: 1897.53 ms [2021-01-21 09:48:32 main:574] : INFO : Epoch 1880 | loss: 0.0311277 | val_loss: 0.0311441 | Time: 1903.47 ms [2021-01-21 09:48:34 main:574] : INFO : Epoch 1881 | loss: 0.0311292 | val_loss: 0.031143 | Time: 1923.11 ms [2021-01-21 09:48:36 main:574] : INFO : Epoch 1882 | loss: 0.0311277 | val_loss: 0.0311477 | Time: 1857.05 ms [2021-01-21 09:48:38 main:574] : INFO : Epoch 1883 | loss: 0.0311265 | val_loss: 0.0311452 | Time: 1905.42 ms [2021-01-21 09:48:39 main:574] : INFO : Epoch 1884 | loss: 0.0311258 | val_loss: 0.0311469 | Time: 1882.4 ms [2021-01-21 09:48:41 main:574] : INFO : Epoch 1885 | loss: 0.0311264 | val_loss: 0.0311472 | Time: 1849.67 ms [2021-01-21 09:48:43 main:574] : INFO : Epoch 1886 | loss: 0.0311234 | val_loss: 0.0311447 | Time: 1889.11 ms [2021-01-21 09:48:45 main:574] : INFO : Epoch 1887 | loss: 0.0311225 | val_loss: 0.0311429 | Time: 1886.91 ms [2021-01-21 09:48:47 main:574] : INFO : Epoch 1888 | loss: 0.0311218 | val_loss: 0.0311432 | Time: 1891.45 ms [2021-01-21 09:48:49 main:574] : INFO : Epoch 1889 | loss: 0.0311218 | val_loss: 0.0311398 | Time: 1878.65 ms [2021-01-21 09:48:51 main:574] : INFO : Epoch 1890 | loss: 0.0311207 | val_loss: 0.0311433 | Time: 1853.8 ms [2021-01-21 09:48:53 main:574] : INFO : Epoch 1891 | loss: 0.0311206 | val_loss: 0.0311417 | Time: 1882.75 ms [2021-01-21 09:48:55 main:574] : INFO : Epoch 1892 | loss: 0.0311196 | val_loss: 0.0311397 | Time: 1995.26 ms [2021-01-21 09:48:57 main:574] : INFO : Epoch 1893 | loss: 0.03112 | val_loss: 0.0311393 | Time: 1879.59 ms [2021-01-21 09:48:59 main:574] : INFO : Epoch 1894 | loss: 0.0311218 | val_loss: 0.0311386 | Time: 2065.14 ms [2021-01-21 09:49:00 main:574] : INFO : Epoch 1895 | loss: 0.0311187 | val_loss: 0.0311413 | Time: 1839.97 ms [2021-01-21 09:49:02 main:574] : INFO : Epoch 1896 | loss: 0.03112 | val_loss: 0.031142 | Time: 1942.8 ms [2021-01-21 09:49:04 main:574] : INFO : Epoch 1897 | loss: 0.0311218 | val_loss: 0.0311463 | Time: 1874.54 ms [2021-01-21 09:49:06 main:574] : INFO : Epoch 1898 | loss: 0.0311197 | val_loss: 0.0311424 | Time: 1866.14 ms [2021-01-21 09:49:08 main:574] : INFO : Epoch 1899 | loss: 0.0311184 | val_loss: 0.0311458 | Time: 1913.6 ms [2021-01-21 09:49:10 main:574] : INFO : Epoch 1900 | loss: 0.0311206 | val_loss: 0.0311403 | Time: 1926.49 ms [2021-01-21 09:49:12 main:574] : INFO : Epoch 1901 | loss: 0.0311215 | val_loss: 0.0311418 | Time: 1990.31 ms [2021-01-21 09:49:14 main:574] : INFO : Epoch 1902 | loss: 0.0311187 | val_loss: 0.031141 | Time: 1878.06 ms [2021-01-21 09:49:16 main:574] : INFO : Epoch 1903 | loss: 0.031118 | val_loss: 0.0311472 | Time: 2019.5 ms [2021-01-21 09:49:18 main:574] : INFO : Epoch 1904 | loss: 0.0311185 | val_loss: 0.0311422 | Time: 1875.42 ms [2021-01-21 09:49:20 main:574] : INFO : Epoch 1905 | loss: 0.0311166 | val_loss: 0.0311443 | Time: 1853.72 ms [2021-01-21 09:49:22 main:574] : INFO : Epoch 1906 | loss: 0.0311175 | val_loss: 0.0311428 | Time: 2040.32 ms [2021-01-21 09:49:24 main:574] : INFO : Epoch 1907 | loss: 0.0311181 | val_loss: 0.0311431 | Time: 1877.73 ms [2021-01-21 09:49:26 main:574] : INFO : Epoch 1908 | loss: 0.0311304 | val_loss: 0.031154 | Time: 2059.46 ms [2021-01-21 09:49:28 main:574] : INFO : Epoch 1909 | loss: 0.0311324 | val_loss: 0.031149 | Time: 1868.8 ms [2021-01-21 09:49:30 main:574] : INFO : Epoch 1910 | loss: 0.0311328 | val_loss: 0.0311418 | Time: 1864.56 ms [2021-01-21 09:49:31 main:574] : INFO : Epoch 1911 | loss: 0.0311304 | val_loss: 0.0311443 | Time: 1848.37 ms [2021-01-21 09:49:33 main:574] : INFO : Epoch 1912 | loss: 0.0311287 | val_loss: 0.0311407 | Time: 1963.06 ms [2021-01-21 09:49:35 main:574] : INFO : Epoch 1913 | loss: 0.031127 | val_loss: 0.031141 | Time: 1874.18 ms [2021-01-21 09:49:37 main:574] : INFO : Epoch 1914 | loss: 0.0311255 | val_loss: 0.031141 | Time: 1922.81 ms [2021-01-21 09:49:39 main:574] : INFO : Epoch 1915 | loss: 0.0311248 | val_loss: 0.0311428 | Time: 1866.03 ms [2021-01-21 09:49:41 main:574] : INFO : Epoch 1916 | loss: 0.0311256 | val_loss: 0.03114 | Time: 1903.11 ms [2021-01-21 09:49:43 main:574] : INFO : Epoch 1917 | loss: 0.0311231 | val_loss: 0.0311413 | Time: 1870.32 ms [2021-01-21 09:49:45 main:574] : INFO : Epoch 1918 | loss: 0.0311234 | val_loss: 0.0311407 | Time: 1894.31 ms [2021-01-21 09:49:47 main:574] : INFO : Epoch 1919 | loss: 0.0311223 | val_loss: 0.0311373 | Time: 1977.26 ms [2021-01-21 09:49:49 main:574] : INFO : Epoch 1920 | loss: 0.0311244 | val_loss: 0.0311402 | Time: 1999.29 ms [2021-01-21 09:49:51 main:574] : INFO : Epoch 1921 | loss: 0.0311257 | val_loss: 0.0311405 | Time: 2030.46 ms [2021-01-21 09:49:53 main:574] : INFO : Epoch 1922 | loss: 0.0311231 | val_loss: 0.0311393 | Time: 1870.86 ms [2021-01-21 09:49:55 main:574] : INFO : Epoch 1923 | loss: 0.0311204 | val_loss: 0.0311395 | Time: 1946.79 ms [2021-01-21 09:49:57 main:574] : INFO : Epoch 1924 | loss: 0.0311185 | val_loss: 0.0311401 | Time: 1868.39 ms [2021-01-21 09:49:59 main:574] : INFO : Epoch 1925 | loss: 0.0311187 | val_loss: 0.0311416 | Time: 1908.45 ms [2021-01-21 09:50:01 main:574] : INFO : Epoch 1926 | loss: 0.0311231 | val_loss: 0.0311404 | Time: 1990.82 ms [2021-01-21 09:50:03 main:574] : INFO : Epoch 1927 | loss: 0.0311247 | val_loss: 0.0311429 | Time: 1904.91 ms [2021-01-21 09:50:04 main:574] : INFO : Epoch 1928 | loss: 0.0311249 | val_loss: 0.031141 | Time: 1960.85 ms [2021-01-21 09:50:06 main:574] : INFO : Epoch 1929 | loss: 0.0311233 | val_loss: 0.0311385 | Time: 1919 ms [2021-01-21 09:50:08 main:574] : INFO : Epoch 1930 | loss: 0.031122 | val_loss: 0.0311351 | Time: 1862.13 ms [2021-01-21 09:50:10 main:574] : INFO : Epoch 1931 | loss: 0.0311222 | val_loss: 0.0311361 | Time: 1975.82 ms [2021-01-21 09:50:12 main:574] : INFO : Epoch 1932 | loss: 0.0311231 | val_loss: 0.0311399 | Time: 2034.1 ms [2021-01-21 09:50:14 main:574] : INFO : Epoch 1933 | loss: 0.0311211 | val_loss: 0.0311407 | Time: 2013.42 ms [2021-01-21 09:50:16 main:574] : INFO : Epoch 1934 | loss: 0.0311204 | val_loss: 0.0311352 | Time: 1877.22 ms [2021-01-21 09:50:18 main:574] : INFO : Epoch 1935 | loss: 0.031118 | val_loss: 0.0311349 | Time: 1904.56 ms [2021-01-21 09:50:20 main:574] : INFO : Epoch 1936 | loss: 0.0311194 | val_loss: 0.0311385 | Time: 1958.49 ms [2021-01-21 09:50:22 main:574] : INFO : Epoch 1937 | loss: 0.0311189 | val_loss: 0.0311409 | Time: 1983.67 ms [2021-01-21 09:50:24 main:574] : INFO : Epoch 1938 | loss: 0.0311191 | val_loss: 0.0311411 | Time: 1869.13 ms [2021-01-21 09:50:26 main:574] : INFO : Epoch 1939 | loss: 0.0311205 | val_loss: 0.0311382 | Time: 1946.85 ms [2021-01-21 09:50:28 main:574] : INFO : Epoch 1940 | loss: 0.0311194 | val_loss: 0.0311373 | Time: 1853.58 ms [2021-01-21 09:50:30 main:574] : INFO : Epoch 1941 | loss: 0.0311169 | val_loss: 0.0311355 | Time: 1893.34 ms [2021-01-21 09:50:32 main:574] : INFO : Epoch 1942 | loss: 0.031118 | val_loss: 0.0311424 | Time: 1959.43 ms [2021-01-21 09:50:34 main:574] : INFO : Epoch 1943 | loss: 0.0311192 | val_loss: 0.0311388 | Time: 1945.71 ms [2021-01-21 09:50:36 main:574] : INFO : Epoch 1944 | loss: 0.0311193 | val_loss: 0.0311394 | Time: 1899.36 ms [2021-01-21 09:50:38 main:574] : INFO : Epoch 1945 | loss: 0.0311187 | val_loss: 0.0311371 | Time: 2045.77 ms [2021-01-21 09:50:40 main:574] : INFO : Epoch 1946 | loss: 0.03112 | val_loss: 0.0311368 | Time: 1978.05 ms [2021-01-21 09:50:42 main:574] : INFO : Epoch 1947 | loss: 0.0311193 | val_loss: 0.0311395 | Time: 1960.66 ms [2021-01-21 09:50:44 main:574] : INFO : Epoch 1948 | loss: 0.0311178 | val_loss: 0.0311407 | Time: 1919.01 ms [2021-01-21 09:50:45 main:574] : INFO : Epoch 1949 | loss: 0.0311178 | val_loss: 0.0311382 | Time: 1927.01 ms [2021-01-21 09:50:47 main:574] : INFO : Epoch 1950 | loss: 0.0311177 | val_loss: 0.0311396 | Time: 2011.59 ms [2021-01-21 09:50:49 main:574] : INFO : Epoch 1951 | loss: 0.0311227 | val_loss: 0.03115 | Time: 1901.86 ms [2021-01-21 09:50:51 main:574] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311404 | Time: 1850.35 ms [2021-01-21 09:50:53 main:574] : INFO : Epoch 1953 | loss: 0.0311233 | val_loss: 0.0311388 | Time: 1887.87 ms [2021-01-21 09:50:55 main:574] : INFO : Epoch 1954 | loss: 0.0311203 | val_loss: 0.0311396 | Time: 1861.62 ms [2021-01-21 09:50:57 main:574] : INFO : Epoch 1955 | loss: 0.0311205 | val_loss: 0.0311381 | Time: 2010.63 ms [2021-01-21 09:50:59 main:574] : INFO : Epoch 1956 | loss: 0.0311185 | val_loss: 0.0311401 | Time: 1859.35 ms [2021-01-21 09:51:01 main:574] : INFO : Epoch 1957 | loss: 0.0311172 | val_loss: 0.0311379 | Time: 1882.92 ms [2021-01-21 09:51:03 main:574] : INFO : Epoch 1958 | loss: 0.0311156 | val_loss: 0.0311403 | Time: 1977.51 ms [2021-01-21 09:51:05 main:574] : INFO : Epoch 1959 | loss: 0.031116 | val_loss: 0.0311417 | Time: 1911.5 ms [2021-01-21 09:51:07 main:574] : INFO : Epoch 1960 | loss: 0.0311164 | val_loss: 0.031136 | Time: 1879.22 ms [2021-01-21 09:51:09 main:574] : INFO : Epoch 1961 | loss: 0.0311158 | val_loss: 0.0311392 | Time: 1979.24 ms [2021-01-21 09:51:11 main:574] : INFO : Epoch 1962 | loss: 0.0311147 | val_loss: 0.0311388 | Time: 1944.48 ms [2021-01-21 09:51:13 main:574] : INFO : Epoch 1963 | loss: 0.0311156 | val_loss: 0.0311387 | Time: 1956.43 ms [2021-01-21 09:51:14 main:574] : INFO : Epoch 1964 | loss: 0.0311162 | val_loss: 0.0311396 | Time: 1877.75 ms [2021-01-21 09:51:16 main:574] : INFO : Epoch 1965 | loss: 0.0311177 | val_loss: 0.0311426 | Time: 1896.99 ms [2021-01-21 09:51:18 main:574] : INFO : Epoch 1966 | loss: 0.0311169 | val_loss: 0.0311417 | Time: 1913.99 ms [2021-01-21 09:51:20 main:574] : INFO : Epoch 1967 | loss: 0.0311156 | val_loss: 0.0311406 | Time: 1872.19 ms [2021-01-21 09:51:22 main:574] : INFO : Epoch 1968 | loss: 0.0311172 | val_loss: 0.031141 | Time: 1900.13 ms [2021-01-21 09:51:24 main:574] : INFO : Epoch 1969 | loss: 0.0311196 | val_loss: 0.0311354 | Time: 1841.2 ms [2021-01-21 09:51:26 main:574] : INFO : Epoch 1970 | loss: 0.031119 | val_loss: 0.0311414 | Time: 1917.67 ms [2021-01-21 09:51:28 main:574] : INFO : Epoch 1971 | loss: 0.0311165 | val_loss: 0.0311379 | Time: 1962.37 ms [2021-01-21 09:51:30 main:574] : INFO : Epoch 1972 | loss: 0.0311174 | val_loss: 0.0311438 | Time: 1911.32 ms [2021-01-21 09:51:32 main:574] : INFO : Epoch 1973 | loss: 0.0311207 | val_loss: 0.0311463 | Time: 1970.78 ms [2021-01-21 09:51:34 main:574] : INFO : Epoch 1974 | loss: 0.0311204 | val_loss: 0.0311436 | Time: 1880.99 ms [2021-01-21 09:51:36 main:574] : INFO : Epoch 1975 | loss: 0.0311201 | val_loss: 0.0311444 | Time: 1993.68 ms [2021-01-21 09:51:38 main:574] : INFO : Epoch 1976 | loss: 0.031119 | val_loss: 0.031143 | Time: 1846.32 ms [2021-01-21 09:51:39 main:574] : INFO : Epoch 1977 | loss: 0.0311169 | val_loss: 0.031147 | Time: 1940.7 ms [2021-01-21 09:51:41 main:574] : INFO : Epoch 1978 | loss: 0.031118 | val_loss: 0.0311362 | Time: 1998.28 ms [2021-01-21 09:51:43 main:574] : INFO : Epoch 1979 | loss: 0.0311165 | val_loss: 0.0311407 | Time: 1881.06 ms [2021-01-21 09:51:45 main:574] : INFO : Epoch 1980 | loss: 0.0311137 | val_loss: 0.031139 | Time: 1869.42 ms [2021-01-21 09:51:47 main:574] : INFO : Epoch 1981 | loss: 0.0311141 | val_loss: 0.0311402 | Time: 1865.09 ms [2021-01-21 09:51:49 main:574] : INFO : Epoch 1982 | loss: 0.0311145 | val_loss: 0.0311414 | Time: 1897.12 ms [2021-01-21 09:51:51 main:574] : INFO : Epoch 1983 | loss: 0.0311143 | val_loss: 0.031141 | Time: 2040.74 ms [2021-01-21 09:51:53 main:574] : INFO : Epoch 1984 | loss: 0.031118 | val_loss: 0.0311479 | Time: 1869.38 ms [2021-01-21 09:51:55 main:574] : INFO : Epoch 1985 | loss: 0.0311174 | val_loss: 0.0311418 | Time: 1878.8 ms [2021-01-21 09:51:57 main:574] : INFO : Epoch 1986 | loss: 0.0311164 | val_loss: 0.0311394 | Time: 1873.88 ms [2021-01-21 09:51:59 main:574] : INFO : Epoch 1987 | loss: 0.0311148 | val_loss: 0.0311528 | Time: 1856.16 ms [2021-01-21 09:52:00 main:574] : INFO : Epoch 1988 | loss: 0.0311175 | val_loss: 0.0311416 | Time: 1891.89 ms [2021-01-21 09:52:02 main:574] : INFO : Epoch 1989 | loss: 0.031113 | val_loss: 0.0311428 | Time: 1871.07 ms [2021-01-21 09:52:04 main:574] : INFO : Epoch 1990 | loss: 0.0311124 | val_loss: 0.0311455 | Time: 1979.23 ms [2021-01-21 09:52:06 main:574] : INFO : Epoch 1991 | loss: 0.0311145 | val_loss: 0.0311432 | Time: 1965.95 ms [2021-01-21 09:52:08 main:574] : INFO : Epoch 1992 | loss: 0.0311128 | val_loss: 0.031142 | Time: 1992.26 ms [2021-01-21 09:52:10 main:574] : INFO : Epoch 1993 | loss: 0.0311141 | val_loss: 0.0311423 | Time: 1917.95 ms [2021-01-21 09:52:12 main:574] : INFO : Epoch 1994 | loss: 0.0311144 | val_loss: 0.0311445 | Time: 1900.73 ms [2021-01-21 09:52:14 main:574] : INFO : Epoch 1995 | loss: 0.0311173 | val_loss: 0.0311453 | Time: 2010.91 ms [2021-01-21 09:52:16 main:574] : INFO : Epoch 1996 | loss: 0.0311186 | val_loss: 0.0311457 | Time: 2164.35 ms [2021-01-21 09:52:18 main:574] : INFO : Epoch 1997 | loss: 0.0311295 | val_loss: 0.0311384 | Time: 1875.23 ms [2021-01-21 09:52:20 main:574] : INFO : Epoch 1998 | loss: 0.0311259 | val_loss: 0.0311453 | Time: 1918.01 ms [2021-01-21 09:52:22 main:574] : INFO : Epoch 1999 | loss: 0.0311245 | val_loss: 0.0311391 | Time: 1915.43 ms [2021-01-21 09:52:24 main:574] : INFO : Epoch 2000 | loss: 0.0311229 | val_loss: 0.0311404 | Time: 1864.69 ms [2021-01-21 09:52:26 main:574] : INFO : Epoch 2001 | loss: 0.0311209 | val_loss: 0.0311383 | Time: 1874.3 ms [2021-01-21 09:52:28 main:574] : INFO : Epoch 2002 | loss: 0.0311198 | val_loss: 0.0311471 | Time: 1936.51 ms [2021-01-21 09:52:30 main:574] : INFO : Epoch 2003 | loss: 0.0311201 | val_loss: 0.0311407 | Time: 2021.44 ms [2021-01-21 09:52:32 main:574] : INFO : Epoch 2004 | loss: 0.0311205 | val_loss: 0.0311389 | Time: 1868.26 ms [2021-01-21 09:52:34 main:574] : INFO : Epoch 2005 | loss: 0.031119 | val_loss: 0.031141 | Time: 1928.13 ms [2021-01-21 09:52:36 main:574] : INFO : Epoch 2006 | loss: 0.0311173 | val_loss: 0.0311391 | Time: 1881.93 ms [2021-01-21 09:52:38 main:574] : INFO : Epoch 2007 | loss: 0.031116 | val_loss: 0.0311424 | Time: 1981.25 ms [2021-01-21 09:52:40 main:574] : INFO : Epoch 2008 | loss: 0.0311169 | val_loss: 0.0311414 | Time: 2046.59 ms [2021-01-21 09:52:42 main:574] : INFO : Epoch 2009 | loss: 0.0311166 | val_loss: 0.0311432 | Time: 1866.8 ms [2021-01-21 09:52:43 main:574] : INFO : Epoch 2010 | loss: 0.0311171 | val_loss: 0.0311383 | Time: 1896.17 ms [2021-01-21 09:52:45 main:574] : INFO : Epoch 2011 | loss: 0.0311154 | val_loss: 0.031138 | Time: 1912.02 ms [2021-01-21 09:52:47 main:574] : INFO : Epoch 2012 | loss: 0.0311151 | val_loss: 0.0311462 | Time: 1849.12 ms [2021-01-21 09:52:49 main:574] : INFO : Epoch 2013 | loss: 0.0311301 | val_loss: 0.0311459 | Time: 1990.47 ms [2021-01-21 09:52:51 main:574] : INFO : Epoch 2014 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 1884.98 ms [2021-01-21 09:52:53 main:574] : INFO : Epoch 2015 | loss: 0.0311281 | val_loss: 0.0311486 | Time: 1896.81 ms [2021-01-21 09:52:55 main:574] : INFO : Epoch 2016 | loss: 0.0311277 | val_loss: 0.0311468 | Time: 1980.3 ms [2021-01-21 09:52:57 main:574] : INFO : Epoch 2017 | loss: 0.031126 | val_loss: 0.031145 | Time: 1939.88 ms [2021-01-21 09:52:59 main:574] : INFO : Epoch 2018 | loss: 0.0311251 | val_loss: 0.0311492 | Time: 1867.86 ms [2021-01-21 09:53:01 main:574] : INFO : Epoch 2019 | loss: 0.0311255 | val_loss: 0.0311428 | Time: 1876.7 ms [2021-01-21 09:53:03 main:574] : INFO : Epoch 2020 | loss: 0.0311245 | val_loss: 0.0311406 | Time: 1872.27 ms [2021-01-21 09:53:05 main:574] : INFO : Epoch 2021 | loss: 0.0311228 | val_loss: 0.0311439 | Time: 1892.88 ms [2021-01-21 09:53:06 main:574] : INFO : Epoch 2022 | loss: 0.0311233 | val_loss: 0.0311424 | Time: 1882.42 ms [2021-01-21 09:53:08 main:574] : INFO : Epoch 2023 | loss: 0.0311216 | val_loss: 0.0311438 | Time: 1873.51 ms [2021-01-21 09:53:10 main:574] : INFO : Epoch 2024 | loss: 0.0311201 | val_loss: 0.0311411 | Time: 1897.77 ms [2021-01-21 09:53:12 main:574] : INFO : Epoch 2025 | loss: 0.0311236 | val_loss: 0.031143 | Time: 1892.71 ms [2021-01-21 09:53:14 main:574] : INFO : Epoch 2026 | loss: 0.0311238 | val_loss: 0.0311438 | Time: 1884.01 ms [2021-01-21 09:53:16 main:574] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.0311417 | Time: 1875.57 ms [2021-01-21 09:53:18 main:574] : INFO : Epoch 2028 | loss: 0.0311203 | val_loss: 0.0311405 | Time: 1970.71 ms [2021-01-21 09:53:20 main:574] : INFO : Epoch 2029 | loss: 0.031121 | val_loss: 0.0311428 | Time: 1866.56 ms [2021-01-21 09:53:22 main:574] : INFO : Epoch 2030 | loss: 0.0311224 | val_loss: 0.0311437 | Time: 1886.11 ms [2021-01-21 09:53:24 main:574] : INFO : Epoch 2031 | loss: 0.0311237 | val_loss: 0.0311454 | Time: 1862.84 ms [2021-01-21 09:53:25 main:574] : INFO : Epoch 2032 | loss: 0.0311213 | val_loss: 0.0311427 | Time: 1865.4 ms [2021-01-21 09:53:27 main:574] : INFO : Epoch 2033 | loss: 0.0311202 | val_loss: 0.031145 | Time: 1946.07 ms [2021-01-21 09:53:29 main:574] : INFO : Epoch 2034 | loss: 0.0311215 | val_loss: 0.0311412 | Time: 1961.68 ms [2021-01-21 09:53:31 main:574] : INFO : Epoch 2035 | loss: 0.0311229 | val_loss: 0.0311426 | Time: 1871.35 ms [2021-01-21 09:53:33 main:574] : INFO : Epoch 2036 | loss: 0.0311227 | val_loss: 0.0311397 | Time: 1853.04 ms [2021-01-21 09:53:35 main:574] : INFO : Epoch 2037 | loss: 0.0311213 | val_loss: 0.0311403 | Time: 1845.4 ms [2021-01-21 09:53:37 main:574] : INFO : Epoch 2038 | loss: 0.031121 | val_loss: 0.0311392 | Time: 1875.06 ms [2021-01-21 09:53:39 main:574] : INFO : Epoch 2039 | loss: 0.03112 | val_loss: 0.0311386 | Time: 1856.35 ms [2021-01-21 09:53:41 main:574] : INFO : Epoch 2040 | loss: 0.0311195 | val_loss: 0.0311387 | Time: 1885.25 ms [2021-01-21 09:53:42 main:574] : INFO : Epoch 2041 | loss: 0.0311205 | val_loss: 0.0311412 | Time: 1872.91 ms [2021-01-21 09:53:44 main:574] : INFO : Epoch 2042 | loss: 0.0311205 | val_loss: 0.0311384 | Time: 1927.11 ms [2021-01-21 09:53:46 main:574] : INFO : Epoch 2043 | loss: 0.0311207 | val_loss: 0.0311424 | Time: 1936.36 ms [2021-01-21 09:53:48 main:574] : INFO : Epoch 2044 | loss: 0.031121 | val_loss: 0.0311411 | Time: 2077.03 ms [2021-01-21 09:53:50 main:574] : INFO : Epoch 2045 | loss: 0.0311193 | val_loss: 0.0311411 | Time: 1892.61 ms [2021-01-21 09:53:52 main:574] : INFO : Epoch 2046 | loss: 0.0311182 | val_loss: 0.0311408 | Time: 1994.82 ms [2021-01-21 09:53:54 main:574] : INFO : Epoch 2047 | loss: 0.0311198 | val_loss: 0.0311415 | Time: 2022.54 ms [2021-01-21 09:53:56 main:574] : INFO : Epoch 2048 | loss: 0.0311189 | val_loss: 0.0311428 | Time: 1883.13 ms [2021-01-21 09:53:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311428 [2021-01-21 09:53:56 main:603] : INFO : Saving end state to config to file [2021-01-21 09:53:56 main:608] : INFO : Success, exiting.. 09:53:56 (12388): 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)