Task 4221583
| Name | ParityMachine-1612383527-31095-3_1 |
| Workunit | 2198398 |
| Created | 1 Mar 2021, 9:33:25 UTC |
| Sent | 1 Mar 2021, 13:09:41 UTC |
| Report deadline | 8 Mar 2021, 13:09:41 UTC |
| Received | 2 Mar 2021, 0:51:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 47 sec |
| CPU time | 1 hours 4 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 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> ] : INFO : Epoch 1538 | loss: 0.0311234 | val_loss: 0.0311337 | Time: 1896.13 ms [2021-03-01 18:35:10 main:581] : INFO : Epoch 1539 | loss: 0.0311232 | val_loss: 0.0311313 | Time: 2026.99 ms [2021-03-01 18:35:12 main:581] : INFO : Epoch 1540 | loss: 0.0311252 | val_loss: 0.0311374 | Time: 2002.74 ms [2021-03-01 18:35:14 main:581] : INFO : Epoch 1541 | loss: 0.0311271 | val_loss: 0.0311306 | Time: 1936.97 ms [2021-03-01 18:35:16 main:581] : INFO : Epoch 1542 | loss: 0.0311238 | val_loss: 0.0311304 | Time: 1957.15 ms [2021-03-01 18:35:18 main:581] : INFO : Epoch 1543 | loss: 0.0311205 | val_loss: 0.0311298 | Time: 2016.81 ms [2021-03-01 18:35:20 main:581] : INFO : Epoch 1544 | loss: 0.0311228 | val_loss: 0.0311364 | Time: 1871.97 ms [2021-03-01 18:35:22 main:581] : INFO : Epoch 1545 | loss: 0.0311229 | val_loss: 0.0311355 | Time: 1984.31 ms [2021-03-01 18:35:24 main:581] : INFO : Epoch 1546 | loss: 0.0311219 | val_loss: 0.031131 | Time: 2035.08 ms [2021-03-01 18:35:26 main:581] : INFO : Epoch 1547 | loss: 0.0311212 | val_loss: 0.0311324 | Time: 1935.5 ms [2021-03-01 18:35:28 main:581] : INFO : Epoch 1548 | loss: 0.0311208 | val_loss: 0.0311302 | Time: 1923.6 ms [2021-03-01 18:35:30 main:581] : INFO : Epoch 1549 | loss: 0.0311224 | val_loss: 0.0311305 | Time: 1954.35 ms [2021-03-01 18:35:32 main:581] : INFO : Epoch 1550 | loss: 0.0311233 | val_loss: 0.0311377 | Time: 1861.04 ms [2021-03-01 18:35:34 main:581] : INFO : Epoch 1551 | loss: 0.031123 | val_loss: 0.0311341 | Time: 1864.57 ms [2021-03-01 18:35:36 main:581] : INFO : Epoch 1552 | loss: 0.03112 | val_loss: 0.0311315 | Time: 1895.56 ms [2021-03-01 18:35:38 main:581] : INFO : Epoch 1553 | loss: 0.0311236 | val_loss: 0.0311353 | Time: 1832.56 ms [2021-03-01 18:35:39 main:581] : INFO : Epoch 1554 | loss: 0.0311266 | val_loss: 0.0311311 | Time: 1795.21 ms [2021-03-01 18:35:41 main:581] : INFO : Epoch 1555 | loss: 0.0311249 | val_loss: 0.0311344 | Time: 1984.25 ms [2021-03-01 18:35:43 main:581] : INFO : Epoch 1556 | loss: 0.0311292 | val_loss: 0.0311438 | Time: 1964.85 ms [2021-03-01 18:35:45 main:581] : INFO : Epoch 1557 | loss: 0.0311244 | val_loss: 0.0311329 | Time: 1787.69 ms [2021-03-01 18:35:47 main:581] : INFO : Epoch 1558 | loss: 0.0311204 | val_loss: 0.031135 | Time: 2095.62 ms [2021-03-01 18:35:49 main:581] : INFO : Epoch 1559 | loss: 0.0311212 | val_loss: 0.0311328 | Time: 1881.78 ms [2021-03-01 18:35:51 main:581] : INFO : Epoch 1560 | loss: 0.0311222 | val_loss: 0.0311311 | Time: 1874.73 ms [2021-03-01 18:35:53 main:581] : INFO : Epoch 1561 | loss: 0.031125 | val_loss: 0.0311393 | Time: 1903.48 ms [2021-03-01 18:35:55 main:581] : INFO : Epoch 1562 | loss: 0.0311219 | val_loss: 0.0311358 | Time: 1984.07 ms [2021-03-01 18:35:57 main:581] : INFO : Epoch 1563 | loss: 0.0311202 | val_loss: 0.0311343 | Time: 2032.8 ms [2021-03-01 18:35:59 main:581] : INFO : Epoch 1564 | loss: 0.0311207 | val_loss: 0.0311337 | Time: 2041.37 ms [2021-03-01 18:36:01 main:581] : INFO : Epoch 1565 | loss: 0.0311185 | val_loss: 0.0311305 | Time: 1901.06 ms [2021-03-01 18:36:03 main:581] : INFO : Epoch 1566 | loss: 0.0311181 | val_loss: 0.0311336 | Time: 1788.68 ms [2021-03-01 18:36:04 main:581] : INFO : Epoch 1567 | loss: 0.0311218 | val_loss: 0.0311326 | Time: 1821.33 ms [2021-03-01 18:36:06 main:581] : INFO : Epoch 1568 | loss: 0.0311248 | val_loss: 0.0311455 | Time: 1835.12 ms [2021-03-01 18:36:08 main:581] : INFO : Epoch 1569 | loss: 0.0311224 | val_loss: 0.0311301 | Time: 1832.92 ms [2021-03-01 18:36:10 main:581] : INFO : Epoch 1570 | loss: 0.031119 | val_loss: 0.0311311 | Time: 1898.66 ms [2021-03-01 18:36:12 main:581] : INFO : Epoch 1571 | loss: 0.0311192 | val_loss: 0.0311276 | Time: 2025.11 ms [2021-03-01 18:36:14 main:581] : INFO : Epoch 1572 | loss: 0.031118 | val_loss: 0.0311277 | Time: 2093.56 ms [2021-03-01 18:36:16 main:581] : INFO : Epoch 1573 | loss: 0.0311191 | val_loss: 0.0311298 | Time: 2045.78 ms [2021-03-01 18:36:18 main:581] : INFO : Epoch 1574 | loss: 0.0311214 | val_loss: 0.0311333 | Time: 2003.03 ms [2021-03-01 18:36:20 main:581] : INFO : Epoch 1575 | loss: 0.0311259 | val_loss: 0.0311359 | Time: 1796.34 ms [2021-03-01 18:36:22 main:581] : INFO : Epoch 1576 | loss: 0.0311278 | val_loss: 0.0311356 | Time: 1979.02 ms [2021-03-01 18:36:24 main:581] : INFO : Epoch 1577 | loss: 0.0311234 | val_loss: 0.0311354 | Time: 1835.53 ms [2021-03-01 18:36:26 main:581] : INFO : Epoch 1578 | loss: 0.0311219 | val_loss: 0.0311385 | Time: 1860.94 ms [2021-03-01 18:36:27 main:581] : INFO : Epoch 1579 | loss: 0.0311242 | val_loss: 0.0311361 | Time: 1896.5 ms [2021-03-01 18:36:29 main:581] : INFO : Epoch 1580 | loss: 0.0311272 | val_loss: 0.03114 | Time: 1853.31 ms [2021-03-01 18:36:31 main:581] : INFO : Epoch 1581 | loss: 0.031125 | val_loss: 0.0311322 | Time: 1894.41 ms [2021-03-01 18:36:33 main:581] : INFO : Epoch 1582 | loss: 0.0311237 | val_loss: 0.0311327 | Time: 2014.57 ms [2021-03-01 18:36:35 main:581] : INFO : Epoch 1583 | loss: 0.0311224 | val_loss: 0.0311293 | Time: 1890.32 ms [2021-03-01 18:36:37 main:581] : INFO : Epoch 1584 | loss: 0.0311247 | val_loss: 0.0311332 | Time: 1787.62 ms [2021-03-01 18:36:39 main:581] : INFO : Epoch 1585 | loss: 0.0311235 | val_loss: 0.0311305 | Time: 1852.92 ms [2021-03-01 18:36:41 main:581] : INFO : Epoch 1586 | loss: 0.0311242 | val_loss: 0.031128 | Time: 1979.37 ms [2021-03-01 18:36:43 main:581] : INFO : Epoch 1587 | loss: 0.0311239 | val_loss: 0.0311346 | Time: 1781.12 ms [2021-03-01 18:36:44 main:581] : INFO : Epoch 1588 | loss: 0.0311267 | val_loss: 0.0311422 | Time: 1762.74 ms [2021-03-01 18:36:46 main:581] : INFO : Epoch 1589 | loss: 0.0311329 | val_loss: 0.0311413 | Time: 1987.38 ms [2021-03-01 18:36:48 main:581] : INFO : Epoch 1590 | loss: 0.0311292 | val_loss: 0.0311304 | Time: 2015.47 ms [2021-03-01 18:36:50 main:581] : INFO : Epoch 1591 | loss: 0.0311245 | val_loss: 0.0311284 | Time: 1833.84 ms [2021-03-01 18:36:52 main:581] : INFO : Epoch 1592 | loss: 0.0311214 | val_loss: 0.031127 | Time: 1959.48 ms [2021-03-01 18:36:54 main:581] : INFO : Epoch 1593 | loss: 0.0311213 | val_loss: 0.0311272 | Time: 1886.06 ms [2021-03-01 18:36:56 main:581] : INFO : Epoch 1594 | loss: 0.0311208 | val_loss: 0.0311284 | Time: 1956.86 ms [2021-03-01 18:36:58 main:581] : INFO : Epoch 1595 | loss: 0.0311256 | val_loss: 0.0311312 | Time: 1795.5 ms [2021-03-01 18:36:59 main:581] : INFO : Epoch 1596 | loss: 0.0311235 | val_loss: 0.0311331 | Time: 1693.51 ms [2021-03-01 18:37:01 main:581] : INFO : Epoch 1597 | loss: 0.0311237 | val_loss: 0.0311309 | Time: 1750.02 ms [2021-03-01 18:37:03 main:581] : INFO : Epoch 1598 | loss: 0.0311215 | val_loss: 0.0311299 | Time: 1724.89 ms [2021-03-01 18:37:05 main:581] : INFO : Epoch 1599 | loss: 0.0311213 | val_loss: 0.031128 | Time: 1891.12 ms [2021-03-01 18:37:07 main:581] : INFO : Epoch 1600 | loss: 0.0311197 | val_loss: 0.0311285 | Time: 1918.46 ms [2021-03-01 18:37:09 main:581] : INFO : Epoch 1601 | loss: 0.0311187 | val_loss: 0.03113 | Time: 1931.22 ms [2021-03-01 18:37:10 main:581] : INFO : Epoch 1602 | loss: 0.0311269 | val_loss: 0.0311344 | Time: 1692.88 ms [2021-03-01 18:37:12 main:581] : INFO : Epoch 1603 | loss: 0.031123 | val_loss: 0.0311366 | Time: 1780.6 ms [2021-03-01 18:37:14 main:581] : INFO : Epoch 1604 | loss: 0.0311236 | val_loss: 0.031132 | Time: 1855.74 ms [2021-03-01 18:37:16 main:581] : INFO : Epoch 1605 | loss: 0.0311277 | val_loss: 0.0311407 | Time: 1815.31 ms [2021-03-01 18:37:18 main:581] : INFO : Epoch 1606 | loss: 0.0311246 | val_loss: 0.0311315 | Time: 1836.87 ms [2021-03-01 18:37:19 main:581] : INFO : Epoch 1607 | loss: 0.0311223 | val_loss: 0.0311326 | Time: 1824.53 ms [2021-03-01 18:37:21 main:581] : INFO : Epoch 1608 | loss: 0.0311189 | val_loss: 0.0311288 | Time: 1914.43 ms [2021-03-01 18:37:23 main:581] : INFO : Epoch 1609 | loss: 0.0311198 | val_loss: 0.0311312 | Time: 1930.46 ms [2021-03-01 18:37:25 main:581] : INFO : Epoch 1610 | loss: 0.0311179 | val_loss: 0.0311335 | Time: 2033.6 ms [2021-03-01 18:37:27 main:581] : INFO : Epoch 1611 | loss: 0.0311217 | val_loss: 0.0311342 | Time: 1706.81 ms [2021-03-01 18:37:29 main:581] : INFO : Epoch 1612 | loss: 0.0311207 | val_loss: 0.0311282 | Time: 1820.26 ms [2021-03-01 18:37:31 main:581] : INFO : Epoch 1613 | loss: 0.0311201 | val_loss: 0.0311336 | Time: 1852.6 ms [2021-03-01 18:37:33 main:581] : INFO : Epoch 1614 | loss: 0.0311218 | val_loss: 0.0311293 | Time: 1808.43 ms [2021-03-01 18:37:34 main:581] : INFO : Epoch 1615 | loss: 0.0311193 | val_loss: 0.0311302 | Time: 1836.08 ms [2021-03-01 18:37:36 main:581] : INFO : Epoch 1616 | loss: 0.0311223 | val_loss: 0.0311279 | Time: 1993.64 ms [2021-03-01 18:37:38 main:581] : INFO : Epoch 1617 | loss: 0.0311216 | val_loss: 0.0311278 | Time: 2028.22 ms [2021-03-01 18:37:40 main:581] : INFO : Epoch 1618 | loss: 0.0311213 | val_loss: 0.0311309 | Time: 1985.31 ms [2021-03-01 18:37:42 main:581] : INFO : Epoch 1619 | loss: 0.0311208 | val_loss: 0.0311286 | Time: 2090.47 ms [2021-03-01 18:37:44 main:581] : INFO : Epoch 1620 | loss: 0.03112 | val_loss: 0.0311282 | Time: 1751.19 ms [2021-03-01 18:37:46 main:581] : INFO : Epoch 1621 | loss: 0.0311199 | val_loss: 0.0311288 | Time: 1874.14 ms [2021-03-01 18:37:48 main:581] : INFO : Epoch 1622 | loss: 0.0311203 | val_loss: 0.0311308 | Time: 1843.65 ms [2021-03-01 18:37:50 main:581] : INFO : Epoch 1623 | loss: 0.0311221 | val_loss: 0.0311309 | Time: 1851.38 ms [2021-03-01 18:37:52 main:581] : INFO : Epoch 1624 | loss: 0.0311223 | val_loss: 0.0311328 | Time: 1836.9 ms [2021-03-01 18:37:54 main:581] : INFO : Epoch 1625 | loss: 0.0311214 | val_loss: 0.03113 | Time: 1928.77 ms [2021-03-01 18:37:56 main:581] : INFO : Epoch 1626 | loss: 0.0311202 | val_loss: 0.0311298 | Time: 1964.82 ms [2021-03-01 18:37:57 main:581] : INFO : Epoch 1627 | loss: 0.0311195 | val_loss: 0.0311346 | Time: 1866.37 ms [2021-03-01 18:38:00 main:581] : INFO : Epoch 1628 | loss: 0.0311229 | val_loss: 0.031127 | Time: 2156.65 ms [2021-03-01 18:38:01 main:581] : INFO : Epoch 1629 | loss: 0.0311216 | val_loss: 0.0311303 | Time: 1844.36 ms [2021-03-01 18:38:03 main:581] : INFO : Epoch 1630 | loss: 0.0311197 | val_loss: 0.0311294 | Time: 1837.66 ms [2021-03-01 18:38:05 main:581] : INFO : Epoch 1631 | loss: 0.0311197 | val_loss: 0.0311307 | Time: 1932.95 ms [2021-03-01 18:38:07 main:581] : INFO : Epoch 1632 | loss: 0.0311216 | val_loss: 0.0311349 | Time: 1804.86 ms [2021-03-01 18:38:09 main:581] : INFO : Epoch 1633 | loss: 0.0311215 | val_loss: 0.0311311 | Time: 1929.74 ms [2021-03-01 18:38:11 main:581] : INFO : Epoch 1634 | loss: 0.0311206 | val_loss: 0.0311291 | Time: 1930.31 ms [2021-03-01 18:38:13 main:581] : INFO : Epoch 1635 | loss: 0.0311211 | val_loss: 0.0311295 | Time: 1903.08 ms [2021-03-01 18:38:15 main:581] : INFO : Epoch 1636 | loss: 0.0311189 | val_loss: 0.0311281 | Time: 1838.06 ms [2021-03-01 18:38:17 main:581] : INFO : Epoch 1637 | loss: 0.0311209 | val_loss: 0.031128 | Time: 2206.44 ms [2021-03-01 18:38:19 main:581] : INFO : Epoch 1638 | loss: 0.0311201 | val_loss: 0.0311284 | Time: 1850.72 ms [2021-03-01 18:38:20 main:581] : INFO : Epoch 1639 | loss: 0.0311185 | val_loss: 0.0311285 | Time: 1814.29 ms [2021-03-01 18:38:22 main:581] : INFO : Epoch 1640 | loss: 0.0311181 | val_loss: 0.0311275 | Time: 2001.23 ms [2021-03-01 18:38:24 main:581] : INFO : Epoch 1641 | loss: 0.031117 | val_loss: 0.0311437 | Time: 1852.65 ms [2021-03-01 18:38:26 main:581] : INFO : Epoch 1642 | loss: 0.0311252 | val_loss: 0.0311321 | Time: 1809.53 ms [2021-03-01 18:38:28 main:581] : INFO : Epoch 1643 | loss: 0.0311258 | val_loss: 0.0311307 | Time: 2206.9 ms [2021-03-01 18:38:30 main:581] : INFO : Epoch 1644 | loss: 0.0311217 | val_loss: 0.0311313 | Time: 2007.44 ms [2021-03-01 18:38:32 main:581] : INFO : Epoch 1645 | loss: 0.0311217 | val_loss: 0.0311312 | Time: 1806.35 ms [2021-03-01 18:38:34 main:581] : INFO : Epoch 1646 | loss: 0.0311215 | val_loss: 0.0311308 | Time: 2059.63 ms [2021-03-01 18:38:36 main:581] : INFO : Epoch 1647 | loss: 0.0311202 | val_loss: 0.0311283 | Time: 1935.75 ms [2021-03-01 18:38:38 main:581] : INFO : Epoch 1648 | loss: 0.0311197 | val_loss: 0.0311315 | Time: 1813.29 ms [2021-03-01 18:38:40 main:581] : INFO : Epoch 1649 | loss: 0.0311184 | val_loss: 0.0311308 | Time: 1952.26 ms [2021-03-01 18:38:42 main:581] : INFO : Epoch 1650 | loss: 0.0311183 | val_loss: 0.0311315 | Time: 1853.33 ms [2021-03-01 18:38:44 main:581] : INFO : Epoch 1651 | loss: 0.0311206 | val_loss: 0.0311322 | Time: 1756.31 ms [2021-03-01 18:38:46 main:581] : INFO : Epoch 1652 | loss: 0.0311201 | val_loss: 0.0311299 | Time: 2012.8 ms [2021-03-01 18:38:47 main:581] : INFO : Epoch 1653 | loss: 0.0311171 | val_loss: 0.0311327 | Time: 1979.36 ms [2021-03-01 18:38:49 main:581] : INFO : Epoch 1654 | loss: 0.0311211 | val_loss: 0.0311383 | Time: 1892.69 ms [2021-03-01 18:38:51 main:581] : INFO : Epoch 1655 | loss: 0.0311217 | val_loss: 0.0311323 | Time: 2093.67 ms [2021-03-01 18:38:53 main:581] : INFO : Epoch 1656 | loss: 0.0311213 | val_loss: 0.0311406 | Time: 1951.63 ms [2021-03-01 18:38:55 main:581] : INFO : Epoch 1657 | loss: 0.0311241 | val_loss: 0.0311363 | Time: 1833.34 ms [2021-03-01 18:38:57 main:581] : INFO : Epoch 1658 | loss: 0.0311273 | val_loss: 0.0311403 | Time: 1906.11 ms [2021-03-01 18:38:59 main:581] : INFO : Epoch 1659 | loss: 0.0311282 | val_loss: 0.0311429 | Time: 1859.47 ms [2021-03-01 18:39:01 main:581] : INFO : Epoch 1660 | loss: 0.0311254 | val_loss: 0.0311371 | Time: 1845.05 ms [2021-03-01 18:39:03 main:581] : INFO : Epoch 1661 | loss: 0.0311245 | val_loss: 0.031133 | Time: 1858.81 ms [2021-03-01 18:39:05 main:581] : INFO : Epoch 1662 | loss: 0.0311242 | val_loss: 0.031136 | Time: 2045.48 ms [2021-03-01 18:39:07 main:581] : INFO : Epoch 1663 | loss: 0.0311249 | val_loss: 0.0311353 | Time: 1882.36 ms [2021-03-01 18:39:09 main:581] : INFO : Epoch 1664 | loss: 0.0311218 | val_loss: 0.0311407 | Time: 1874.02 ms [2021-03-01 18:39:10 main:581] : INFO : Epoch 1665 | loss: 0.031123 | val_loss: 0.031133 | Time: 1933.32 ms [2021-03-01 18:39:12 main:581] : INFO : Epoch 1666 | loss: 0.0311213 | val_loss: 0.0311307 | Time: 1871.46 ms [2021-03-01 18:39:14 main:581] : INFO : Epoch 1667 | loss: 0.0311196 | val_loss: 0.0311315 | Time: 1904.85 ms [2021-03-01 18:39:16 main:581] : INFO : Epoch 1668 | loss: 0.0311195 | val_loss: 0.0311306 | Time: 1865.06 ms [2021-03-01 18:39:18 main:581] : INFO : Epoch 1669 | loss: 0.0311175 | val_loss: 0.0311293 | Time: 1756.04 ms [2021-03-01 18:39:20 main:581] : INFO : Epoch 1670 | loss: 0.0311167 | val_loss: 0.0311319 | Time: 1709.73 ms [2021-03-01 18:39:22 main:581] : INFO : Epoch 1671 | loss: 0.031118 | val_loss: 0.0311303 | Time: 1939.55 ms [2021-03-01 18:39:23 main:581] : INFO : Epoch 1672 | loss: 0.031118 | val_loss: 0.0311392 | Time: 1938.14 ms [2021-03-01 18:39:26 main:581] : INFO : Epoch 1673 | loss: 0.0311217 | val_loss: 0.0311362 | Time: 2079.07 ms [2021-03-01 18:39:27 main:581] : INFO : Epoch 1674 | loss: 0.0311211 | val_loss: 0.0311329 | Time: 1826.72 ms [2021-03-01 18:39:29 main:581] : INFO : Epoch 1675 | loss: 0.0311186 | val_loss: 0.0311323 | Time: 1848.85 ms [2021-03-01 18:39:31 main:581] : INFO : Epoch 1676 | loss: 0.0311216 | val_loss: 0.0311335 | Time: 1880.92 ms [2021-03-01 18:39:33 main:581] : INFO : Epoch 1677 | loss: 0.0311223 | val_loss: 0.0311309 | Time: 1680.32 ms [2021-03-01 18:39:35 main:581] : INFO : Epoch 1678 | loss: 0.0311202 | val_loss: 0.0311329 | Time: 1818.83 ms [2021-03-01 18:39:36 main:581] : INFO : Epoch 1679 | loss: 0.0311181 | val_loss: 0.0311322 | Time: 1867.54 ms [2021-03-01 18:39:38 main:581] : INFO : Epoch 1680 | loss: 0.0311182 | val_loss: 0.031136 | Time: 1871.14 ms [2021-03-01 18:39:40 main:581] : INFO : Epoch 1681 | loss: 0.0311189 | val_loss: 0.0311351 | Time: 1902.09 ms [2021-03-01 18:39:42 main:581] : INFO : Epoch 1682 | loss: 0.0311167 | val_loss: 0.031136 | Time: 1865.24 ms [2021-03-01 18:39:44 main:581] : INFO : Epoch 1683 | loss: 0.0311177 | val_loss: 0.0311281 | Time: 1951.27 ms [2021-03-01 18:39:46 main:581] : INFO : Epoch 1684 | loss: 0.0311155 | val_loss: 0.0311286 | Time: 1833.22 ms [2021-03-01 18:39:48 main:581] : INFO : Epoch 1685 | loss: 0.0311163 | val_loss: 0.0311268 | Time: 1887.28 ms [2021-03-01 18:39:50 main:581] : INFO : Epoch 1686 | loss: 0.0311165 | val_loss: 0.031131 | Time: 1767.58 ms [2021-03-01 18:39:51 main:581] : INFO : Epoch 1687 | loss: 0.0311174 | val_loss: 0.0311352 | Time: 1732.5 ms [2021-03-01 18:39:53 main:581] : INFO : Epoch 1688 | loss: 0.0311153 | val_loss: 0.031126 | Time: 1706.49 ms [2021-03-01 18:39:55 main:581] : INFO : Epoch 1689 | loss: 0.0311137 | val_loss: 0.0311282 | Time: 1809.53 ms [2021-03-01 18:39:57 main:581] : INFO : Epoch 1690 | loss: 0.0311137 | val_loss: 0.0311296 | Time: 1867.29 ms [2021-03-01 18:39:59 main:581] : INFO : Epoch 1691 | loss: 0.0311153 | val_loss: 0.0311327 | Time: 1902.75 ms [2021-03-01 18:40:00 main:581] : INFO : Epoch 1692 | loss: 0.031115 | val_loss: 0.0311306 | Time: 1855.42 ms [2021-03-01 18:40:02 main:581] : INFO : Epoch 1693 | loss: 0.0311156 | val_loss: 0.0311353 | Time: 1790.57 ms [2021-03-01 18:40:04 main:581] : INFO : Epoch 1694 | loss: 0.0311173 | val_loss: 0.0311336 | Time: 1676.48 ms [2021-03-01 18:40:06 main:581] : INFO : Epoch 1695 | loss: 0.0311142 | val_loss: 0.0311286 | Time: 1721.64 ms [2021-03-01 18:40:07 main:581] : INFO : Epoch 1696 | loss: 0.0311129 | val_loss: 0.0311257 | Time: 1845.85 ms [2021-03-01 18:40:09 main:581] : INFO : Epoch 1697 | loss: 0.0311131 | val_loss: 0.0311229 | Time: 1787.7 ms [2021-03-01 18:40:11 main:581] : INFO : Epoch 1698 | loss: 0.0311152 | val_loss: 0.0311282 | Time: 1793.66 ms [2021-03-01 18:40:13 main:581] : INFO : Epoch 1699 | loss: 0.031115 | val_loss: 0.031127 | Time: 1695.47 ms [2021-03-01 18:40:15 main:581] : INFO : Epoch 1700 | loss: 0.0311191 | val_loss: 0.0311299 | Time: 1834.52 ms [2021-03-01 18:40:16 main:581] : INFO : Epoch 1701 | loss: 0.0311202 | val_loss: 0.0311268 | Time: 1750.94 ms [2021-03-01 18:40:18 main:581] : INFO : Epoch 1702 | loss: 0.0311236 | val_loss: 0.0311355 | Time: 1765.33 ms [2021-03-01 18:40:20 main:581] : INFO : Epoch 1703 | loss: 0.0311235 | val_loss: 0.0311339 | Time: 1803.66 ms [2021-03-01 18:40:22 main:581] : INFO : Epoch 1704 | loss: 0.0311214 | val_loss: 0.0311317 | Time: 1787.99 ms [2021-03-01 18:40:24 main:581] : INFO : Epoch 1705 | loss: 0.0311235 | val_loss: 0.031129 | Time: 1822.15 ms [2021-03-01 18:40:25 main:581] : INFO : Epoch 1706 | loss: 0.0311187 | val_loss: 0.0311258 | Time: 1824.77 ms [2021-03-01 18:40:27 main:581] : INFO : Epoch 1707 | loss: 0.0311179 | val_loss: 0.0311292 | Time: 1852.67 ms [2021-03-01 18:40:29 main:581] : INFO : Epoch 1708 | loss: 0.0311182 | val_loss: 0.0311304 | Time: 1865.87 ms [2021-03-01 18:40:31 main:581] : INFO : Epoch 1709 | loss: 0.0311186 | val_loss: 0.0311316 | Time: 1851.54 ms [2021-03-01 18:40:33 main:581] : INFO : Epoch 1710 | loss: 0.031118 | val_loss: 0.0311302 | Time: 1812.34 ms [2021-03-01 18:40:34 main:581] : INFO : Epoch 1711 | loss: 0.0311168 | val_loss: 0.0311274 | Time: 1710.36 ms [2021-03-01 18:40:36 main:581] : INFO : Epoch 1712 | loss: 0.0311154 | val_loss: 0.0311314 | Time: 1811.36 ms [2021-03-01 18:40:38 main:581] : INFO : Epoch 1713 | loss: 0.0311171 | val_loss: 0.0311308 | Time: 1911.52 ms [2021-03-01 18:40:40 main:581] : INFO : Epoch 1714 | loss: 0.0311152 | val_loss: 0.03113 | Time: 1803.32 ms [2021-03-01 18:40:42 main:581] : INFO : Epoch 1715 | loss: 0.0311156 | val_loss: 0.0311308 | Time: 1983.67 ms [2021-03-01 18:40:44 main:581] : INFO : Epoch 1716 | loss: 0.031117 | val_loss: 0.0311305 | Time: 1930.07 ms [2021-03-01 18:40:46 main:581] : INFO : Epoch 1717 | loss: 0.0311179 | val_loss: 0.0311296 | Time: 1902.82 ms [2021-03-01 18:40:48 main:581] : INFO : Epoch 1718 | loss: 0.0311146 | val_loss: 0.0311286 | Time: 1923.96 ms [2021-03-01 18:40:50 main:581] : INFO : Epoch 1719 | loss: 0.0311183 | val_loss: 0.0311295 | Time: 1918.12 ms [2021-03-01 18:40:52 main:581] : INFO : Epoch 1720 | loss: 0.0311149 | val_loss: 0.0311309 | Time: 1931.79 ms [2021-03-01 18:40:54 main:581] : INFO : Epoch 1721 | loss: 0.0311147 | val_loss: 0.0311295 | Time: 2027.67 ms [2021-03-01 18:40:55 main:581] : INFO : Epoch 1722 | loss: 0.0311162 | val_loss: 0.0311293 | Time: 1783.32 ms [2021-03-01 18:40:57 main:581] : INFO : Epoch 1723 | loss: 0.0311138 | val_loss: 0.0311303 | Time: 1861.57 ms [2021-03-01 18:40:59 main:581] : INFO : Epoch 1724 | loss: 0.0311138 | val_loss: 0.0311306 | Time: 1855.57 ms [2021-03-01 18:41:01 main:581] : INFO : Epoch 1725 | loss: 0.031114 | val_loss: 0.0311295 | Time: 1866.9 ms [2021-03-01 18:41:03 main:581] : INFO : Epoch 1726 | loss: 0.0311141 | val_loss: 0.0311276 | Time: 1799.77 ms [2021-03-01 18:41:05 main:581] : INFO : Epoch 1727 | loss: 0.0311134 | val_loss: 0.0311307 | Time: 2027.64 ms [2021-03-01 18:41:07 main:581] : INFO : Epoch 1728 | loss: 0.0311137 | val_loss: 0.0311301 | Time: 1950.05 ms [2021-03-01 18:41:09 main:581] : INFO : Epoch 1729 | loss: 0.0311128 | val_loss: 0.0311321 | Time: 1965.82 ms [2021-03-01 18:41:11 main:581] : INFO : Epoch 1730 | loss: 0.0311136 | val_loss: 0.0311282 | Time: 1874.48 ms [2021-03-01 18:41:12 main:581] : INFO : Epoch 1731 | loss: 0.0311117 | val_loss: 0.0311277 | Time: 1854.97 ms [2021-03-01 18:41:14 main:581] : INFO : Epoch 1732 | loss: 0.0311122 | val_loss: 0.0311293 | Time: 1957.61 ms [2021-03-01 18:41:16 main:581] : INFO : Epoch 1733 | loss: 0.0311137 | val_loss: 0.0311323 | Time: 1972.96 ms [2021-03-01 18:41:18 main:581] : INFO : Epoch 1734 | loss: 0.0311163 | val_loss: 0.0311451 | Time: 1999.91 ms [2021-03-01 18:41:20 main:581] : INFO : Epoch 1735 | loss: 0.0311207 | val_loss: 0.0311283 | Time: 1927.76 ms [2021-03-01 18:41:22 main:581] : INFO : Epoch 1736 | loss: 0.0311136 | val_loss: 0.0311298 | Time: 2036.91 ms [2021-03-01 18:41:24 main:581] : INFO : Epoch 1737 | loss: 0.0311125 | val_loss: 0.0311295 | Time: 2009.69 ms [2021-03-01 18:41:26 main:581] : INFO : Epoch 1738 | loss: 0.0311125 | val_loss: 0.0311277 | Time: 1887.49 ms [2021-03-01 18:41:28 main:581] : INFO : Epoch 1739 | loss: 0.0311131 | val_loss: 0.0311281 | Time: 1801.41 ms [2021-03-01 18:41:30 main:581] : INFO : Epoch 1740 | loss: 0.0311114 | val_loss: 0.0311302 | Time: 1954.95 ms [2021-03-01 18:41:32 main:581] : INFO : Epoch 1741 | loss: 0.0311117 | val_loss: 0.0311296 | Time: 1781.51 ms [2021-03-01 18:41:34 main:581] : INFO : Epoch 1742 | loss: 0.0311113 | val_loss: 0.0311334 | Time: 1809.18 ms [2021-03-01 18:41:36 main:581] : INFO : Epoch 1743 | loss: 0.0311135 | val_loss: 0.0311291 | Time: 1952.05 ms [2021-03-01 18:41:37 main:581] : INFO : Epoch 1744 | loss: 0.0311122 | val_loss: 0.031128 | Time: 1689.82 ms [2021-03-01 18:41:39 main:581] : INFO : Epoch 1745 | loss: 0.0311115 | val_loss: 0.0311282 | Time: 1978.02 ms [2021-03-01 18:41:41 main:581] : INFO : Epoch 1746 | loss: 0.0311137 | val_loss: 0.0311319 | Time: 2073.65 ms [2021-03-01 18:41:43 main:581] : INFO : Epoch 1747 | loss: 0.0311111 | val_loss: 0.0311299 | Time: 1939.16 ms [2021-03-01 18:41:45 main:581] : INFO : Epoch 1748 | loss: 0.0311102 | val_loss: 0.0311318 | Time: 1847.3 ms [2021-03-01 18:41:47 main:581] : INFO : Epoch 1749 | loss: 0.0311105 | val_loss: 0.0311299 | Time: 2109.24 ms [2021-03-01 18:41:49 main:581] : INFO : Epoch 1750 | loss: 0.0311125 | val_loss: 0.0311293 | Time: 1856.71 ms [2021-03-01 18:41:51 main:581] : INFO : Epoch 1751 | loss: 0.031115 | val_loss: 0.0311311 | Time: 1883.29 ms [2021-03-01 18:41:53 main:581] : INFO : Epoch 1752 | loss: 0.0311133 | val_loss: 0.0311282 | Time: 2005.76 ms [2021-03-01 18:41:55 main:581] : INFO : Epoch 1753 | loss: 0.0311121 | val_loss: 0.0311285 | Time: 1708.66 ms [2021-03-01 18:41:56 main:581] : INFO : Epoch 1754 | loss: 0.0311117 | val_loss: 0.031128 | Time: 1836.28 ms [2021-03-01 18:41:58 main:581] : INFO : Epoch 1755 | loss: 0.0311112 | val_loss: 0.0311294 | Time: 1981.78 ms [2021-03-01 18:42:00 main:581] : INFO : Epoch 1756 | loss: 0.0311127 | val_loss: 0.0311298 | Time: 1972.86 ms [2021-03-01 18:42:02 main:581] : INFO : Epoch 1757 | loss: 0.0311109 | val_loss: 0.0311262 | Time: 1967.61 ms [2021-03-01 18:42:04 main:581] : INFO : Epoch 1758 | loss: 0.0311099 | val_loss: 0.0311272 | Time: 1837.78 ms [2021-03-01 18:42:06 main:581] : INFO : Epoch 1759 | loss: 0.0311109 | val_loss: 0.0311275 | Time: 1735.46 ms [2021-03-01 18:42:08 main:581] : INFO : Epoch 1760 | loss: 0.0311131 | val_loss: 0.0311334 | Time: 1772.86 ms [2021-03-01 18:42:10 main:581] : INFO : Epoch 1761 | loss: 0.0311141 | val_loss: 0.0311319 | Time: 2075.57 ms [2021-03-01 18:42:12 main:581] : INFO : Epoch 1762 | loss: 0.0311121 | val_loss: 0.0311305 | Time: 1931.96 ms [2021-03-01 18:42:14 main:581] : INFO : Epoch 1763 | loss: 0.0311124 | val_loss: 0.0311316 | Time: 1921.07 ms [2021-03-01 18:42:15 main:581] : INFO : Epoch 1764 | loss: 0.0311123 | val_loss: 0.0311337 | Time: 1858.27 ms [2021-03-01 18:42:17 main:581] : INFO : Epoch 1765 | loss: 0.0311151 | val_loss: 0.031132 | Time: 1953.78 ms [2021-03-01 18:42:19 main:581] : INFO : Epoch 1766 | loss: 0.0311198 | val_loss: 0.0311363 | Time: 1949.09 ms [2021-03-01 18:42:21 main:581] : INFO : Epoch 1767 | loss: 0.0311196 | val_loss: 0.0311323 | Time: 2041.18 ms [2021-03-01 18:42:23 main:581] : INFO : Epoch 1768 | loss: 0.031113 | val_loss: 0.0311286 | Time: 1942.45 ms [2021-03-01 18:42:25 main:581] : INFO : Epoch 1769 | loss: 0.0311107 | val_loss: 0.0311303 | Time: 2018.96 ms [2021-03-01 18:42:27 main:581] : INFO : Epoch 1770 | loss: 0.0311137 | val_loss: 0.0311324 | Time: 1939.94 ms [2021-03-01 18:42:29 main:581] : INFO : Epoch 1771 | loss: 0.0311154 | val_loss: 0.0311286 | Time: 1834.67 ms [2021-03-01 18:42:31 main:581] : INFO : Epoch 1772 | loss: 0.0311131 | val_loss: 0.0311262 | Time: 2084.06 ms [2021-03-01 18:42:33 main:581] : INFO : Epoch 1773 | loss: 0.0311125 | val_loss: 0.0311341 | Time: 1913.52 ms [2021-03-01 18:42:35 main:581] : INFO : Epoch 1774 | loss: 0.031113 | val_loss: 0.0311314 | Time: 2002.31 ms [2021-03-01 18:42:37 main:581] : INFO : Epoch 1775 | loss: 0.0311116 | val_loss: 0.031134 | Time: 1775.8 ms [2021-03-01 18:42:39 main:581] : INFO : Epoch 1776 | loss: 0.0311116 | val_loss: 0.0311364 | Time: 1958.19 ms [2021-03-01 18:42:41 main:581] : INFO : Epoch 1777 | loss: 0.0311102 | val_loss: 0.0311301 | Time: 1803.09 ms [2021-03-01 18:42:43 main:581] : INFO : Epoch 1778 | loss: 0.0311111 | val_loss: 0.0311298 | Time: 1967.22 ms [2021-03-01 18:42:45 main:581] : INFO : Epoch 1779 | loss: 0.0311137 | val_loss: 0.0311287 | Time: 1979.78 ms [2021-03-01 18:42:47 main:581] : INFO : Epoch 1780 | loss: 0.0311142 | val_loss: 0.0311299 | Time: 1840.38 ms [2021-03-01 18:42:48 main:581] : INFO : Epoch 1781 | loss: 0.0311117 | val_loss: 0.0311325 | Time: 1936.25 ms [2021-03-01 18:42:50 main:581] : INFO : Epoch 1782 | loss: 0.0311107 | val_loss: 0.0311299 | Time: 1917.69 ms [2021-03-01 18:42:52 main:581] : INFO : Epoch 1783 | loss: 0.0311103 | val_loss: 0.0311278 | Time: 2038.74 ms [2021-03-01 18:42:54 main:581] : INFO : Epoch 1784 | loss: 0.0311109 | val_loss: 0.0311267 | Time: 1857.16 ms [2021-03-01 18:42:56 main:581] : INFO : Epoch 1785 | loss: 0.0311112 | val_loss: 0.0311264 | Time: 1889.41 ms [2021-03-01 18:42:58 main:581] : INFO : Epoch 1786 | loss: 0.0311104 | val_loss: 0.0311291 | Time: 1836.05 ms [2021-03-01 18:43:00 main:581] : INFO : Epoch 1787 | loss: 0.0311105 | val_loss: 0.0311248 | Time: 1934.83 ms [2021-03-01 18:43:02 main:581] : INFO : Epoch 1788 | loss: 0.0311124 | val_loss: 0.03113 | Time: 1832.2 ms [2021-03-01 18:43:04 main:581] : INFO : Epoch 1789 | loss: 0.0311099 | val_loss: 0.0311258 | Time: 1844.14 ms [2021-03-01 18:43:06 main:581] : INFO : Epoch 1790 | loss: 0.0311108 | val_loss: 0.0311325 | Time: 1926.93 ms [2021-03-01 18:43:07 main:581] : INFO : Epoch 1791 | loss: 0.0311173 | val_loss: 0.0311299 | Time: 1879.58 ms [2021-03-01 18:43:09 main:581] : INFO : Epoch 1792 | loss: 0.0311136 | val_loss: 0.031132 | Time: 1894.44 ms [2021-03-01 18:43:11 main:581] : INFO : Epoch 1793 | loss: 0.0311125 | val_loss: 0.0311296 | Time: 1831.66 ms [2021-03-01 18:43:13 main:581] : INFO : Epoch 1794 | loss: 0.0311113 | val_loss: 0.0311255 | Time: 1804.14 ms [2021-03-01 18:43:15 main:581] : INFO : Epoch 1795 | loss: 0.0311142 | val_loss: 0.0311289 | Time: 1878.6 ms [2021-03-01 18:43:17 main:581] : INFO : Epoch 1796 | loss: 0.0311156 | val_loss: 0.0311318 | Time: 1770.16 ms [2021-03-01 18:43:19 main:581] : INFO : Epoch 1797 | loss: 0.0311147 | val_loss: 0.031133 | Time: 2028.16 ms [2021-03-01 18:43:21 main:581] : INFO : Epoch 1798 | loss: 0.0311138 | val_loss: 0.0311293 | Time: 1984.58 ms [2021-03-01 18:43:22 main:581] : INFO : Epoch 1799 | loss: 0.0311129 | val_loss: 0.0311329 | Time: 1868.7 ms [2021-03-01 18:43:24 main:581] : INFO : Epoch 1800 | loss: 0.031115 | val_loss: 0.0311309 | Time: 1933.06 ms [2021-03-01 18:43:26 main:581] : INFO : Epoch 1801 | loss: 0.0311156 | val_loss: 0.0311314 | Time: 1930.6 ms [2021-03-01 18:43:28 main:581] : INFO : Epoch 1802 | loss: 0.0311143 | val_loss: 0.0311351 | Time: 1858.93 ms [2021-03-01 18:43:30 main:581] : INFO : Epoch 1803 | loss: 0.0311168 | val_loss: 0.0311336 | Time: 1906.83 ms [2021-03-01 18:43:32 main:581] : INFO : Epoch 1804 | loss: 0.0311132 | val_loss: 0.0311338 | Time: 1863.97 ms [2021-03-01 18:43:34 main:581] : INFO : Epoch 1805 | loss: 0.0311108 | val_loss: 0.0311302 | Time: 1856.88 ms [2021-03-01 18:43:36 main:581] : INFO : Epoch 1806 | loss: 0.0311099 | val_loss: 0.0311351 | Time: 1963.62 ms [2021-03-01 18:43:38 main:581] : INFO : Epoch 1807 | loss: 0.031111 | val_loss: 0.0311286 | Time: 2033.8 ms [2021-03-01 18:43:40 main:581] : INFO : Epoch 1808 | loss: 0.0311098 | val_loss: 0.0311312 | Time: 1879.71 ms [2021-03-01 18:43:42 main:581] : INFO : Epoch 1809 | loss: 0.0311097 | val_loss: 0.0311284 | Time: 1925.18 ms [2021-03-01 18:43:44 main:581] : INFO : Epoch 1810 | loss: 0.0311103 | val_loss: 0.0311272 | Time: 2138.22 ms [2021-03-01 18:43:46 main:581] : INFO : Epoch 1811 | loss: 0.031112 | val_loss: 0.0311262 | Time: 1912.68 ms [2021-03-01 18:43:47 main:581] : INFO : Epoch 1812 | loss: 0.0311097 | val_loss: 0.0311243 | Time: 1682.49 ms [2021-03-01 18:43:49 main:581] : INFO : Epoch 1813 | loss: 0.0311089 | val_loss: 0.0311242 | Time: 1884.21 ms [2021-03-01 18:43:51 main:581] : INFO : Epoch 1814 | loss: 0.0311078 | val_loss: 0.0311253 | Time: 1925.78 ms [2021-03-01 18:43:53 main:581] : INFO : Epoch 1815 | loss: 0.0311085 | val_loss: 0.0311221 | Time: 1989.05 ms [2021-03-01 18:43:55 main:581] : INFO : Epoch 1816 | loss: 0.0311095 | val_loss: 0.0311272 | Time: 1913.61 ms [2021-03-01 18:43:57 main:581] : INFO : Epoch 1817 | loss: 0.0311081 | val_loss: 0.0311236 | Time: 1815.45 ms [2021-03-01 18:43:59 main:581] : INFO : Epoch 1818 | loss: 0.0311064 | val_loss: 0.0311293 | Time: 2068.83 ms [2021-03-01 18:44:01 main:581] : INFO : Epoch 1819 | loss: 0.0311091 | val_loss: 0.0311387 | Time: 2033.92 ms [2021-03-01 18:44:03 main:581] : INFO : Epoch 1820 | loss: 0.0311094 | val_loss: 0.0311279 | Time: 1890.61 ms [2021-03-01 18:44:05 main:581] : INFO : Epoch 1821 | loss: 0.0311082 | val_loss: 0.0311324 | Time: 1748.02 ms [2021-03-01 18:44:07 main:581] : INFO : Epoch 1822 | loss: 0.0311091 | val_loss: 0.0311237 | Time: 2050.51 ms [2021-03-01 18:44:08 main:581] : INFO : Epoch 1823 | loss: 0.0311067 | val_loss: 0.0311244 | Time: 1781.45 ms [2021-03-01 18:44:10 main:581] : INFO : Epoch 1824 | loss: 0.0311089 | val_loss: 0.0311229 | Time: 1831.19 ms [2021-03-01 18:44:12 main:581] : INFO : Epoch 1825 | loss: 0.0311086 | val_loss: 0.0311299 | Time: 1982.51 ms [2021-03-01 18:44:14 main:581] : INFO : Epoch 1826 | loss: 0.0311138 | val_loss: 0.0311355 | Time: 1900.93 ms [2021-03-01 18:44:16 main:581] : INFO : Epoch 1827 | loss: 0.0311103 | val_loss: 0.0311281 | Time: 1984.29 ms [2021-03-01 18:44:18 main:581] : INFO : Epoch 1828 | loss: 0.031111 | val_loss: 0.0311236 | Time: 2021.33 ms [2021-03-01 18:44:20 main:581] : INFO : Epoch 1829 | loss: 0.0311084 | val_loss: 0.0311265 | Time: 1842.18 ms [2021-03-01 18:44:22 main:581] : INFO : Epoch 1830 | loss: 0.031108 | val_loss: 0.0311255 | Time: 1788.43 ms [2021-03-01 18:44:24 main:581] : INFO : Epoch 1831 | loss: 0.0311085 | val_loss: 0.0311219 | Time: 1858.94 ms [2021-03-01 18:44:25 main:581] : INFO : Epoch 1832 | loss: 0.0311075 | val_loss: 0.0311236 | Time: 1820.14 ms [2021-03-01 18:44:27 main:581] : INFO : Epoch 1833 | loss: 0.0311056 | val_loss: 0.0311253 | Time: 1903.68 ms [2021-03-01 18:44:29 main:581] : INFO : Epoch 1834 | loss: 0.0311072 | val_loss: 0.0311268 | Time: 1868.47 ms [2021-03-01 18:44:31 main:581] : INFO : Epoch 1835 | loss: 0.0311065 | val_loss: 0.0311274 | Time: 1875.6 ms [2021-03-01 18:44:33 main:581] : INFO : Epoch 1836 | loss: 0.0311071 | val_loss: 0.031131 | Time: 1866.21 ms [2021-03-01 18:44:35 main:581] : INFO : Epoch 1837 | loss: 0.0311111 | val_loss: 0.031128 | Time: 1959.4 ms [2021-03-01 18:44:37 main:581] : INFO : Epoch 1838 | loss: 0.0311121 | val_loss: 0.0311317 | Time: 1982.69 ms [2021-03-01 18:44:39 main:581] : INFO : Epoch 1839 | loss: 0.0311109 | val_loss: 0.0311287 | Time: 1845.14 ms [2021-03-01 18:44:41 main:581] : INFO : Epoch 1840 | loss: 0.0311097 | val_loss: 0.0311314 | Time: 1937.28 ms [2021-03-01 18:44:43 main:581] : INFO : Epoch 1841 | loss: 0.0311089 | val_loss: 0.0311335 | Time: 1875.53 ms [2021-03-01 18:44:45 main:581] : INFO : Epoch 1842 | loss: 0.0311136 | val_loss: 0.0311407 | Time: 1931.04 ms [2021-03-01 18:44:47 main:581] : INFO : Epoch 1843 | loss: 0.0311122 | val_loss: 0.0311351 | Time: 1982.7 ms [2021-03-01 18:44:49 main:581] : INFO : Epoch 1844 | loss: 0.0311091 | val_loss: 0.0311283 | Time: 2004.41 ms [2021-03-01 18:44:50 main:581] : INFO : Epoch 1845 | loss: 0.0311066 | val_loss: 0.0311257 | Time: 1893.24 ms [2021-03-01 18:44:53 main:581] : INFO : Epoch 1846 | loss: 0.0311101 | val_loss: 0.0311325 | Time: 2150.54 ms [2021-03-01 18:44:55 main:581] : INFO : Epoch 1847 | loss: 0.0311068 | val_loss: 0.0311265 | Time: 2041.17 ms [2021-03-01 18:44:56 main:581] : INFO : Epoch 1848 | loss: 0.0311083 | val_loss: 0.0311289 | Time: 1871.03 ms [2021-03-01 18:44:59 main:581] : INFO : Epoch 1849 | loss: 0.0311095 | val_loss: 0.0311308 | Time: 2088.62 ms [2021-03-01 18:45:01 main:581] : INFO : Epoch 1850 | loss: 0.0311103 | val_loss: 0.0311361 | Time: 1941.05 ms [2021-03-01 18:45:02 main:581] : INFO : Epoch 1851 | loss: 0.0311103 | val_loss: 0.0311324 | Time: 1896.34 ms [2021-03-01 18:45:04 main:581] : INFO : Epoch 1852 | loss: 0.031115 | val_loss: 0.0311277 | Time: 2046.15 ms [2021-03-01 18:45:06 main:581] : INFO : Epoch 1853 | loss: 0.0311112 | val_loss: 0.031129 | Time: 1932.03 ms [2021-03-01 18:45:08 main:581] : INFO : Epoch 1854 | loss: 0.0311094 | val_loss: 0.0311283 | Time: 1811.7 ms [2021-03-01 18:45:10 main:581] : INFO : Epoch 1855 | loss: 0.0311086 | val_loss: 0.0311285 | Time: 2025.75 ms [2021-03-01 18:45:12 main:581] : INFO : Epoch 1856 | loss: 0.0311093 | val_loss: 0.031135 | Time: 2089.24 ms [2021-03-01 18:45:14 main:581] : INFO : Epoch 1857 | loss: 0.0311126 | val_loss: 0.0311313 | Time: 1895.36 ms [2021-03-01 18:45:16 main:581] : INFO : Epoch 1858 | loss: 0.0311094 | val_loss: 0.0311278 | Time: 1800.02 ms [2021-03-01 18:45:18 main:581] : INFO : Epoch 1859 | loss: 0.0311105 | val_loss: 0.0311294 | Time: 1834.36 ms [2021-03-01 18:45:20 main:581] : INFO : Epoch 1860 | loss: 0.0311092 | val_loss: 0.0311268 | Time: 1783.83 ms [2021-03-01 18:45:21 main:581] : INFO : Epoch 1861 | loss: 0.0311086 | val_loss: 0.031133 | Time: 1806.9 ms [2021-03-01 18:45:23 main:581] : INFO : Epoch 1862 | loss: 0.031109 | val_loss: 0.0311293 | Time: 1810.35 ms [2021-03-01 18:45:25 main:581] : INFO : Epoch 1863 | loss: 0.0311093 | val_loss: 0.0311331 | Time: 1762.97 ms [2021-03-01 18:45:27 main:581] : INFO : Epoch 1864 | loss: 0.03111 | val_loss: 0.0311284 | Time: 1814.58 ms [2021-03-01 18:45:29 main:581] : INFO : Epoch 1865 | loss: 0.0311059 | val_loss: 0.0311316 | Time: 1921.53 ms [2021-03-01 18:45:31 main:581] : INFO : Epoch 1866 | loss: 0.0311058 | val_loss: 0.0311317 | Time: 1916.26 ms [2021-03-01 18:45:33 main:581] : INFO : Epoch 1867 | loss: 0.0311068 | val_loss: 0.0311274 | Time: 2010 ms [2021-03-01 18:45:35 main:581] : INFO : Epoch 1868 | loss: 0.0311054 | val_loss: 0.0311284 | Time: 1822.82 ms [2021-03-01 18:45:36 main:581] : INFO : Epoch 1869 | loss: 0.0311062 | val_loss: 0.0311337 | Time: 1895.19 ms [2021-03-01 18:45:38 main:581] : INFO : Epoch 1870 | loss: 0.0311047 | val_loss: 0.0311304 | Time: 1872.68 ms [2021-03-01 18:45:40 main:581] : INFO : Epoch 1871 | loss: 0.0311052 | val_loss: 0.0311297 | Time: 1798.18 ms [2021-03-01 18:45:42 main:581] : INFO : Epoch 1872 | loss: 0.0311049 | val_loss: 0.0311368 | Time: 1995.86 ms [2021-03-01 18:45:44 main:581] : INFO : Epoch 1873 | loss: 0.0311079 | val_loss: 0.0311317 | Time: 1973.13 ms [2021-03-01 18:45:46 main:581] : INFO : Epoch 1874 | loss: 0.0311109 | val_loss: 0.0311299 | Time: 1980.86 ms [2021-03-01 18:45:48 main:581] : INFO : Epoch 1875 | loss: 0.0311105 | val_loss: 0.0311318 | Time: 1873.05 ms [2021-03-01 18:45:50 main:581] : INFO : Epoch 1876 | loss: 0.031108 | val_loss: 0.0311318 | Time: 1878.3 ms [2021-03-01 18:45:52 main:581] : INFO : Epoch 1877 | loss: 0.0311079 | val_loss: 0.031128 | Time: 1841.28 ms [2021-03-01 18:45:54 main:581] : INFO : Epoch 1878 | loss: 0.0311068 | val_loss: 0.0311277 | Time: 1914.53 ms [2021-03-01 18:45:55 main:581] : INFO : Epoch 1879 | loss: 0.0311064 | val_loss: 0.0311282 | Time: 1841.61 ms [2021-03-01 18:45:57 main:581] : INFO : Epoch 1880 | loss: 0.0311077 | val_loss: 0.0311304 | Time: 1866.18 ms [2021-03-01 18:45:59 main:581] : INFO : Epoch 1881 | loss: 0.0311064 | val_loss: 0.0311375 | Time: 1903.52 ms [2021-03-01 18:46:01 main:581] : INFO : Epoch 1882 | loss: 0.0311072 | val_loss: 0.0311286 | Time: 1844.67 ms [2021-03-01 18:46:03 main:581] : INFO : Epoch 1883 | loss: 0.031107 | val_loss: 0.0311311 | Time: 1920.36 ms [2021-03-01 18:46:05 main:581] : INFO : Epoch 1884 | loss: 0.0311052 | val_loss: 0.0311296 | Time: 1739.95 ms [2021-03-01 18:46:06 main:581] : INFO : Epoch 1885 | loss: 0.0311054 | val_loss: 0.031131 | Time: 1806.73 ms [2021-03-01 18:46:08 main:581] : INFO : Epoch 1886 | loss: 0.0311059 | val_loss: 0.031133 | Time: 1759.19 ms [2021-03-01 18:46:10 main:581] : INFO : Epoch 1887 | loss: 0.031106 | val_loss: 0.0311306 | Time: 1863.41 ms [2021-03-01 18:46:12 main:581] : INFO : Epoch 1888 | loss: 0.0311066 | val_loss: 0.0311287 | Time: 1805.36 ms [2021-03-01 18:46:14 main:581] : INFO : Epoch 1889 | loss: 0.0311065 | val_loss: 0.0311273 | Time: 1662.49 ms [2021-03-01 18:46:15 main:581] : INFO : Epoch 1890 | loss: 0.0311039 | val_loss: 0.0311288 | Time: 1742.49 ms [2021-03-01 18:46:17 main:581] : INFO : Epoch 1891 | loss: 0.0311058 | val_loss: 0.0311278 | Time: 1802.25 ms [2021-03-01 18:46:19 main:581] : INFO : Epoch 1892 | loss: 0.031104 | val_loss: 0.0311276 | Time: 1809.41 ms [2021-03-01 18:46:21 main:581] : INFO : Epoch 1893 | loss: 0.0311058 | val_loss: 0.0311322 | Time: 1876.16 ms [2021-03-01 18:46:23 main:581] : INFO : Epoch 1894 | loss: 0.0311073 | val_loss: 0.0311329 | Time: 1890.18 ms [2021-03-01 18:46:25 main:581] : INFO : Epoch 1895 | loss: 0.0311057 | val_loss: 0.0311286 | Time: 1888.23 ms [2021-03-01 18:46:26 main:581] : INFO : Epoch 1896 | loss: 0.031103 | val_loss: 0.0311352 | Time: 1906.16 ms [2021-03-01 18:46:28 main:581] : INFO : Epoch 1897 | loss: 0.0311051 | val_loss: 0.0311302 | Time: 1969.91 ms [2021-03-01 18:46:30 main:581] : INFO : Epoch 1898 | loss: 0.0311038 | val_loss: 0.0311289 | Time: 1833.03 ms [2021-03-01 18:46:32 main:581] : INFO : Epoch 1899 | loss: 0.0311072 | val_loss: 0.0311304 | Time: 1890.87 ms [2021-03-01 18:46:34 main:581] : INFO : Epoch 1900 | loss: 0.0311069 | val_loss: 0.0311291 | Time: 1949.62 ms [2021-03-01 18:46:36 main:581] : INFO : Epoch 1901 | loss: 0.0311047 | val_loss: 0.0311277 | Time: 2091.11 ms [2021-03-01 18:46:38 main:581] : INFO : Epoch 1902 | loss: 0.0311059 | val_loss: 0.0311251 | Time: 1990.79 ms [2021-03-01 18:46:40 main:581] : INFO : Epoch 1903 | loss: 0.0311134 | val_loss: 0.0311564 | Time: 1805.18 ms [2021-03-01 18:46:42 main:581] : INFO : Epoch 1904 | loss: 0.0311163 | val_loss: 0.0311285 | Time: 1877.29 ms [2021-03-01 18:46:44 main:581] : INFO : Epoch 1905 | loss: 0.0311058 | val_loss: 0.0311285 | Time: 1889.28 ms [2021-03-01 18:46:46 main:581] : INFO : Epoch 1906 | loss: 0.0311051 | val_loss: 0.0311307 | Time: 1870.33 ms [2021-03-01 18:46:47 main:581] : INFO : Epoch 1907 | loss: 0.0311077 | val_loss: 0.0311277 | Time: 1787.75 ms [2021-03-01 18:46:49 main:581] : INFO : Epoch 1908 | loss: 0.0311082 | val_loss: 0.0311292 | Time: 1805.51 ms [2021-03-01 18:46:51 main:581] : INFO : Epoch 1909 | loss: 0.0311103 | val_loss: 0.0311371 | Time: 1809.48 ms [2021-03-01 18:46:53 main:581] : INFO : Epoch 1910 | loss: 0.0311127 | val_loss: 0.0311269 | Time: 1889.71 ms [2021-03-01 18:46:55 main:581] : INFO : Epoch 1911 | loss: 0.0311066 | val_loss: 0.0311302 | Time: 1910.67 ms [2021-03-01 18:46:57 main:581] : INFO : Epoch 1912 | loss: 0.0311076 | val_loss: 0.0311302 | Time: 1968.64 ms [2021-03-01 18:46:59 main:581] : INFO : Epoch 1913 | loss: 0.0311117 | val_loss: 0.0311332 | Time: 2004.79 ms [2021-03-01 18:47:01 main:581] : INFO : Epoch 1914 | loss: 0.0311079 | val_loss: 0.0311284 | Time: 1869.3 ms [2021-03-01 18:47:03 main:581] : INFO : Epoch 1915 | loss: 0.0311067 | val_loss: 0.0311267 | Time: 1876.61 ms [2021-03-01 18:47:04 main:581] : INFO : Epoch 1916 | loss: 0.0311064 | val_loss: 0.0311253 | Time: 1877.42 ms [2021-03-01 18:47:06 main:581] : INFO : Epoch 1917 | loss: 0.0311049 | val_loss: 0.0311254 | Time: 1965.39 ms [2021-03-01 18:47:08 main:581] : INFO : Epoch 1918 | loss: 0.0311065 | val_loss: 0.0311309 | Time: 1902.57 ms [2021-03-01 18:47:10 main:581] : INFO : Epoch 1919 | loss: 0.0311109 | val_loss: 0.0311255 | Time: 2014.12 ms [2021-03-01 18:47:12 main:581] : INFO : Epoch 1920 | loss: 0.0311077 | val_loss: 0.0311311 | Time: 1875.1 ms [2021-03-01 18:47:14 main:581] : INFO : Epoch 1921 | loss: 0.0311075 | val_loss: 0.0311334 | Time: 1867.81 ms [2021-03-01 18:47:16 main:581] : INFO : Epoch 1922 | loss: 0.031108 | val_loss: 0.0311267 | Time: 1894.39 ms [2021-03-01 18:47:18 main:581] : INFO : Epoch 1923 | loss: 0.0311076 | val_loss: 0.0311302 | Time: 1794.69 ms [2021-03-01 18:47:20 main:581] : INFO : Epoch 1924 | loss: 0.0311111 | val_loss: 0.0311296 | Time: 1924.3 ms [2021-03-01 18:47:22 main:581] : INFO : Epoch 1925 | loss: 0.0311129 | val_loss: 0.0311317 | Time: 2012.89 ms [2021-03-01 18:47:24 main:581] : INFO : Epoch 1926 | loss: 0.0311113 | val_loss: 0.0311292 | Time: 1814.68 ms [2021-03-01 18:47:25 main:581] : INFO : Epoch 1927 | loss: 0.0311104 | val_loss: 0.0311273 | Time: 1773.26 ms [2021-03-01 18:47:27 main:581] : INFO : Epoch 1928 | loss: 0.0311106 | val_loss: 0.0311312 | Time: 2049.26 ms [2021-03-01 18:47:29 main:581] : INFO : Epoch 1929 | loss: 0.0311105 | val_loss: 0.0311299 | Time: 1983.9 ms [2021-03-01 18:47:31 main:581] : INFO : Epoch 1930 | loss: 0.0311116 | val_loss: 0.0311309 | Time: 2023.36 ms [2021-03-01 18:47:33 main:581] : INFO : Epoch 1931 | loss: 0.031114 | val_loss: 0.0311352 | Time: 1908.65 ms [2021-03-01 18:47:35 main:581] : INFO : Epoch 1932 | loss: 0.03111 | val_loss: 0.0311322 | Time: 1898.04 ms [2021-03-01 18:47:37 main:581] : INFO : Epoch 1933 | loss: 0.0311109 | val_loss: 0.0311334 | Time: 1783.19 ms [2021-03-01 18:47:39 main:581] : INFO : Epoch 1934 | loss: 0.0311148 | val_loss: 0.0311346 | Time: 1821.33 ms [2021-03-01 18:47:41 main:581] : INFO : Epoch 1935 | loss: 0.0311148 | val_loss: 0.0311341 | Time: 1930.91 ms [2021-03-01 18:47:42 main:581] : INFO : Epoch 1936 | loss: 0.0311155 | val_loss: 0.0311331 | Time: 1815.84 ms [2021-03-01 18:47:45 main:581] : INFO : Epoch 1937 | loss: 0.0311114 | val_loss: 0.0311321 | Time: 2122.3 ms [2021-03-01 18:47:47 main:581] : INFO : Epoch 1938 | loss: 0.0311097 | val_loss: 0.0311327 | Time: 2058.13 ms [2021-03-01 18:47:49 main:581] : INFO : Epoch 1939 | loss: 0.0311098 | val_loss: 0.0311365 | Time: 2117.12 ms [2021-03-01 18:47:51 main:581] : INFO : Epoch 1940 | loss: 0.03111 | val_loss: 0.0311337 | Time: 2041.66 ms [2021-03-01 18:47:53 main:581] : INFO : Epoch 1941 | loss: 0.0311079 | val_loss: 0.0311314 | Time: 2007.09 ms [2021-03-01 18:47:55 main:581] : INFO : Epoch 1942 | loss: 0.0311094 | val_loss: 0.0311379 | Time: 2003.45 ms [2021-03-01 18:47:57 main:581] : INFO : Epoch 1943 | loss: 0.031109 | val_loss: 0.031143 | Time: 1908.32 ms [2021-03-01 18:47:59 main:581] : INFO : Epoch 1944 | loss: 0.0311095 | val_loss: 0.0311313 | Time: 1886.83 ms [2021-03-01 18:48:00 main:581] : INFO : Epoch 1945 | loss: 0.0311073 | val_loss: 0.031128 | Time: 1772.66 ms [2021-03-01 18:48:02 main:581] : INFO : Epoch 1946 | loss: 0.0311051 | val_loss: 0.0311328 | Time: 1871.27 ms [2021-03-01 18:48:04 main:581] : INFO : Epoch 1947 | loss: 0.0311083 | val_loss: 0.0311363 | Time: 1788.83 ms [2021-03-01 18:48:06 main:581] : INFO : Epoch 1948 | loss: 0.0311071 | val_loss: 0.0311388 | Time: 2092.64 ms [2021-03-01 18:48:08 main:581] : INFO : Epoch 1949 | loss: 0.0311062 | val_loss: 0.0311321 | Time: 1955.52 ms [2021-03-01 18:48:10 main:581] : INFO : Epoch 1950 | loss: 0.0311057 | val_loss: 0.0311413 | Time: 1861.33 ms [2021-03-01 18:48:12 main:581] : INFO : Epoch 1951 | loss: 0.0311104 | val_loss: 0.0311302 | Time: 1981.31 ms [2021-03-01 18:48:14 main:581] : INFO : Epoch 1952 | loss: 0.0311132 | val_loss: 0.0311464 | Time: 1890.5 ms [2021-03-01 18:48:16 main:581] : INFO : Epoch 1953 | loss: 0.0311145 | val_loss: 0.031134 | Time: 1869.01 ms [2021-03-01 18:48:18 main:581] : INFO : Epoch 1954 | loss: 0.0311141 | val_loss: 0.0311333 | Time: 1943.92 ms [2021-03-01 18:48:20 main:581] : INFO : Epoch 1955 | loss: 0.031106 | val_loss: 0.0311375 | Time: 1919.72 ms [2021-03-01 18:48:21 main:581] : INFO : Epoch 1956 | loss: 0.0311054 | val_loss: 0.03114 | Time: 1730.42 ms [2021-03-01 18:48:23 main:581] : INFO : Epoch 1957 | loss: 0.0311065 | val_loss: 0.0311421 | Time: 1982.94 ms [2021-03-01 18:48:25 main:581] : INFO : Epoch 1958 | loss: 0.0311075 | val_loss: 0.0311326 | Time: 1817.33 ms [2021-03-01 18:48:27 main:581] : INFO : Epoch 1959 | loss: 0.0311053 | val_loss: 0.0311327 | Time: 1776.5 ms [2021-03-01 18:48:29 main:581] : INFO : Epoch 1960 | loss: 0.0311065 | val_loss: 0.0311298 | Time: 1732.05 ms [2021-03-01 18:48:31 main:581] : INFO : Epoch 1961 | loss: 0.0311091 | val_loss: 0.0311399 | Time: 1882.06 ms [2021-03-01 18:48:32 main:581] : INFO : Epoch 1962 | loss: 0.0311093 | val_loss: 0.0311346 | Time: 1866.34 ms [2021-03-01 18:48:34 main:581] : INFO : Epoch 1963 | loss: 0.031113 | val_loss: 0.0311329 | Time: 1751.57 ms [2021-03-01 18:48:36 main:581] : INFO : Epoch 1964 | loss: 0.0311104 | val_loss: 0.0311438 | Time: 1872.03 ms [2021-03-01 18:48:38 main:581] : INFO : Epoch 1965 | loss: 0.0311169 | val_loss: 0.0311398 | Time: 1766.48 ms [2021-03-01 18:48:40 main:581] : INFO : Epoch 1966 | loss: 0.0311159 | val_loss: 0.0311333 | Time: 1872.08 ms [2021-03-01 18:48:41 main:581] : INFO : Epoch 1967 | loss: 0.0311113 | val_loss: 0.0311384 | Time: 1809.54 ms [2021-03-01 18:48:43 main:581] : INFO : Epoch 1968 | loss: 0.031113 | val_loss: 0.0311305 | Time: 1902.64 ms [2021-03-01 18:48:45 main:581] : INFO : Epoch 1969 | loss: 0.0311112 | val_loss: 0.0311307 | Time: 1824.5 ms [2021-03-01 18:48:47 main:581] : INFO : Epoch 1970 | loss: 0.0311144 | val_loss: 0.0311291 | Time: 1838.44 ms [2021-03-01 18:48:49 main:581] : INFO : Epoch 1971 | loss: 0.0311101 | val_loss: 0.0311333 | Time: 1877.62 ms [2021-03-01 18:48:51 main:581] : INFO : Epoch 1972 | loss: 0.0311089 | val_loss: 0.0311289 | Time: 1856.77 ms [2021-03-01 18:48:53 main:581] : INFO : Epoch 1973 | loss: 0.0311095 | val_loss: 0.0311295 | Time: 1946.76 ms [2021-03-01 18:48:55 main:581] : INFO : Epoch 1974 | loss: 0.0311095 | val_loss: 0.0311284 | Time: 1821.43 ms [2021-03-01 18:48:56 main:581] : INFO : Epoch 1975 | loss: 0.0311094 | val_loss: 0.0311302 | Time: 1903.08 ms [2021-03-01 18:48:58 main:581] : INFO : Epoch 1976 | loss: 0.0311107 | val_loss: 0.0311296 | Time: 1878.72 ms [2021-03-01 18:49:00 main:581] : INFO : Epoch 1977 | loss: 0.0311108 | val_loss: 0.0311327 | Time: 1823.5 ms [2021-03-01 18:49:02 main:581] : INFO : Epoch 1978 | loss: 0.0311102 | val_loss: 0.0311389 | Time: 1792.84 ms [2021-03-01 18:49:04 main:581] : INFO : Epoch 1979 | loss: 0.0311113 | val_loss: 0.0311372 | Time: 1792.52 ms [2021-03-01 18:49:06 main:581] : INFO : Epoch 1980 | loss: 0.0311097 | val_loss: 0.0311355 | Time: 1896.98 ms [2021-03-01 18:49:08 main:581] : INFO : Epoch 1981 | loss: 0.0311076 | val_loss: 0.0311371 | Time: 1991.93 ms [2021-03-01 18:49:10 main:581] : INFO : Epoch 1982 | loss: 0.0311094 | val_loss: 0.0311316 | Time: 1970.76 ms [2021-03-01 18:49:11 main:581] : INFO : Epoch 1983 | loss: 0.0311141 | val_loss: 0.0311355 | Time: 1852.41 ms [2021-03-01 18:49:13 main:581] : INFO : Epoch 1984 | loss: 0.0311208 | val_loss: 0.031134 | Time: 1941.26 ms [2021-03-01 18:49:15 main:581] : INFO : Epoch 1985 | loss: 0.0311126 | val_loss: 0.03113 | Time: 1971.1 ms [2021-03-01 18:49:17 main:581] : INFO : Epoch 1986 | loss: 0.0311106 | val_loss: 0.0311292 | Time: 1898.76 ms [2021-03-01 18:49:19 main:581] : INFO : Epoch 1987 | loss: 0.0311093 | val_loss: 0.0311309 | Time: 1782.09 ms [2021-03-01 18:49:21 main:581] : INFO : Epoch 1988 | loss: 0.0311098 | val_loss: 0.0311316 | Time: 1748.67 ms [2021-03-01 18:49:23 main:581] : INFO : Epoch 1989 | loss: 0.0311091 | val_loss: 0.0311312 | Time: 1793.19 ms [2021-03-01 18:49:24 main:581] : INFO : Epoch 1990 | loss: 0.0311128 | val_loss: 0.0311318 | Time: 1867.99 ms [2021-03-01 18:49:26 main:581] : INFO : Epoch 1991 | loss: 0.0311096 | val_loss: 0.0311314 | Time: 2006.05 ms [2021-03-01 18:49:29 main:581] : INFO : Epoch 1992 | loss: 0.0311089 | val_loss: 0.0311296 | Time: 2059.02 ms [2021-03-01 18:49:30 main:581] : INFO : Epoch 1993 | loss: 0.0311076 | val_loss: 0.0311355 | Time: 1880.83 ms [2021-03-01 18:49:32 main:581] : INFO : Epoch 1994 | loss: 0.0311091 | val_loss: 0.0311335 | Time: 1901.54 ms [2021-03-01 18:49:34 main:581] : INFO : Epoch 1995 | loss: 0.0311094 | val_loss: 0.0311314 | Time: 1753.06 ms [2021-03-01 18:49:36 main:581] : INFO : Epoch 1996 | loss: 0.0311089 | val_loss: 0.0311329 | Time: 1830.72 ms [2021-03-01 18:49:38 main:581] : INFO : Epoch 1997 | loss: 0.0311103 | val_loss: 0.031129 | Time: 1736.21 ms [2021-03-01 18:49:39 main:581] : INFO : Epoch 1998 | loss: 0.0311063 | val_loss: 0.0311296 | Time: 1787.92 ms [2021-03-01 18:49:41 main:581] : INFO : Epoch 1999 | loss: 0.0311057 | val_loss: 0.0311324 | Time: 1913.38 ms [2021-03-01 18:49:43 main:581] : INFO : Epoch 2000 | loss: 0.0311081 | val_loss: 0.0311303 | Time: 1989.62 ms [2021-03-01 18:49:45 main:581] : INFO : Epoch 2001 | loss: 0.0311054 | val_loss: 0.031133 | Time: 1890.7 ms [2021-03-01 18:49:47 main:581] : INFO : Epoch 2002 | loss: 0.0311044 | val_loss: 0.0311352 | Time: 1952.12 ms [2021-03-01 18:49:49 main:581] : INFO : Epoch 2003 | loss: 0.0311048 | val_loss: 0.0311354 | Time: 1916.45 ms [2021-03-01 18:49:51 main:581] : INFO : Epoch 2004 | loss: 0.0311045 | val_loss: 0.0311277 | Time: 1837.68 ms [2021-03-01 18:49:53 main:581] : INFO : Epoch 2005 | loss: 0.0311041 | val_loss: 0.0311312 | Time: 1975 ms [2021-03-01 18:49:55 main:581] : INFO : Epoch 2006 | loss: 0.0311054 | val_loss: 0.0311338 | Time: 1779.59 ms [2021-03-01 18:49:56 main:581] : INFO : Epoch 2007 | loss: 0.0311082 | val_loss: 0.0311351 | Time: 1772.79 ms [2021-03-01 18:49:58 main:581] : INFO : Epoch 2008 | loss: 0.0311053 | val_loss: 0.0311319 | Time: 1848.96 ms [2021-03-01 18:50:00 main:581] : INFO : Epoch 2009 | loss: 0.0311086 | val_loss: 0.031134 | Time: 2015.1 ms [2021-03-01 18:50:02 main:581] : INFO : Epoch 2010 | loss: 0.031106 | val_loss: 0.0311297 | Time: 1949.94 ms [2021-03-01 18:50:04 main:581] : INFO : Epoch 2011 | loss: 0.0311054 | val_loss: 0.0311296 | Time: 1867.1 ms [2021-03-01 18:50:06 main:581] : INFO : Epoch 2012 | loss: 0.0311083 | val_loss: 0.0311315 | Time: 1874.28 ms [2021-03-01 18:50:08 main:581] : INFO : Epoch 2013 | loss: 0.031105 | val_loss: 0.0311316 | Time: 1938.86 ms [2021-03-01 18:50:10 main:581] : INFO : Epoch 2014 | loss: 0.0311054 | val_loss: 0.0311329 | Time: 1888.17 ms [2021-03-01 18:50:12 main:581] : INFO : Epoch 2015 | loss: 0.0311049 | val_loss: 0.0311328 | Time: 1793.52 ms [2021-03-01 18:50:13 main:581] : INFO : Epoch 2016 | loss: 0.0311051 | val_loss: 0.031133 | Time: 1701.08 ms [2021-03-01 18:50:15 main:581] : INFO : Epoch 2017 | loss: 0.0311052 | val_loss: 0.0311412 | Time: 1750.96 ms [2021-03-01 18:50:17 main:581] : INFO : Epoch 2018 | loss: 0.0311066 | val_loss: 0.0311336 | Time: 1784.11 ms [2021-03-01 18:50:19 main:581] : INFO : Epoch 2019 | loss: 0.0311039 | val_loss: 0.0311328 | Time: 2033.82 ms [2021-03-01 18:50:21 main:581] : INFO : Epoch 2020 | loss: 0.0311062 | val_loss: 0.0311349 | Time: 1962.5 ms [2021-03-01 18:50:23 main:581] : INFO : Epoch 2021 | loss: 0.0311105 | val_loss: 0.0311337 | Time: 2117.97 ms [2021-03-01 18:50:25 main:581] : INFO : Epoch 2022 | loss: 0.0311076 | val_loss: 0.0311326 | Time: 1934.27 ms [2021-03-01 18:50:27 main:581] : INFO : Epoch 2023 | loss: 0.031106 | val_loss: 0.0311412 | Time: 1808.74 ms [2021-03-01 18:50:29 main:581] : INFO : Epoch 2024 | loss: 0.031107 | val_loss: 0.0311307 | Time: 1936.56 ms [2021-03-01 18:50:31 main:581] : INFO : Epoch 2025 | loss: 0.0311072 | val_loss: 0.0311308 | Time: 1937.25 ms [2021-03-01 18:50:33 main:581] : INFO : Epoch 2026 | loss: 0.0311043 | val_loss: 0.0311325 | Time: 1961.37 ms [2021-03-01 18:50:34 main:581] : INFO : Epoch 2027 | loss: 0.0311041 | val_loss: 0.0311297 | Time: 1954.67 ms [2021-03-01 18:50:36 main:581] : INFO : Epoch 2028 | loss: 0.0311081 | val_loss: 0.0311334 | Time: 1814.05 ms [2021-03-01 18:50:38 main:581] : INFO : Epoch 2029 | loss: 0.0311045 | val_loss: 0.0311321 | Time: 1777.76 ms [2021-03-01 18:50:40 main:581] : INFO : Epoch 2030 | loss: 0.0311051 | val_loss: 0.031137 | Time: 1952.02 ms [2021-03-01 18:50:42 main:581] : INFO : Epoch 2031 | loss: 0.0311057 | val_loss: 0.0311402 | Time: 1872.86 ms [2021-03-01 18:50:44 main:581] : INFO : Epoch 2032 | loss: 0.0311064 | val_loss: 0.0311305 | Time: 1863.01 ms [2021-03-01 18:50:46 main:581] : INFO : Epoch 2033 | loss: 0.0311065 | val_loss: 0.031132 | Time: 1807.58 ms [2021-03-01 18:50:47 main:581] : INFO : Epoch 2034 | loss: 0.0311028 | val_loss: 0.0311325 | Time: 1757.64 ms [2021-03-01 18:50:49 main:581] : INFO : Epoch 2035 | loss: 0.0311047 | val_loss: 0.0311333 | Time: 1825.17 ms [2021-03-01 18:50:51 main:581] : INFO : Epoch 2036 | loss: 0.0311046 | val_loss: 0.0311358 | Time: 1944.12 ms [2021-03-01 18:50:53 main:581] : INFO : Epoch 2037 | loss: 0.0311049 | val_loss: 0.0311372 | Time: 1844.43 ms [2021-03-01 18:50:55 main:581] : INFO : Epoch 2038 | loss: 0.0311051 | val_loss: 0.0311409 | Time: 1778.19 ms [2021-03-01 18:50:56 main:581] : INFO : Epoch 2039 | loss: 0.0311061 | val_loss: 0.0311375 | Time: 1721.39 ms [2021-03-01 18:50:58 main:581] : INFO : Epoch 2040 | loss: 0.0311071 | val_loss: 0.0311332 | Time: 1834.23 ms [2021-03-01 18:51:00 main:581] : INFO : Epoch 2041 | loss: 0.0311078 | val_loss: 0.0311339 | Time: 1829.77 ms [2021-03-01 18:51:02 main:581] : INFO : Epoch 2042 | loss: 0.0311078 | val_loss: 0.0311389 | Time: 1739.61 ms [2021-03-01 18:51:04 main:581] : INFO : Epoch 2043 | loss: 0.0311086 | val_loss: 0.0311353 | Time: 1736.7 ms [2021-03-01 18:51:05 main:581] : INFO : Epoch 2044 | loss: 0.0311055 | val_loss: 0.0311293 | Time: 1772.09 ms [2021-03-01 18:51:07 main:581] : INFO : Epoch 2045 | loss: 0.0311068 | val_loss: 0.0311342 | Time: 1758.77 ms [2021-03-01 18:51:09 main:581] : INFO : Epoch 2046 | loss: 0.0311089 | val_loss: 0.0311336 | Time: 1993.63 ms [2021-03-01 18:51:11 main:581] : INFO : Epoch 2047 | loss: 0.0311074 | val_loss: 0.0311321 | Time: 1819.83 ms [2021-03-01 18:51:13 main:581] : INFO : Epoch 2048 | loss: 0.0311054 | val_loss: 0.0311322 | Time: 1839.97 ms [2021-03-01 18:51:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311322 [2021-03-01 18:51:13 main:610] : INFO : Saving end state to config to file [2021-03-01 18:51:13 main:615] : INFO : Success, exiting.. 18:51:13 (2075046): 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)