Task 9192852
| Name | ParityModified-1636179878-5178-3-0_0 |
| Workunit | 6629031 |
| Created | 26 Nov 2021, 5:11:30 UTC |
| Sent | 2 Dec 2021, 18:43:31 UTC |
| Report deadline | 10 Dec 2021, 18:43:31 UTC |
| Received | 2 Dec 2021, 19:47:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 2 min 34 sec |
| CPU time | 1 hours 1 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 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 | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 8 main:581] : INFO : Epoch 1538 | loss: 0.0311306 | val_loss: 0.0311605 | Time: 1940.7 ms [2021-12-02 19:31:20 main:581] : INFO : Epoch 1539 | loss: 0.0311309 | val_loss: 0.0311566 | Time: 1991.61 ms [2021-12-02 19:31:22 main:581] : INFO : Epoch 1540 | loss: 0.0311312 | val_loss: 0.0311618 | Time: 1928.53 ms [2021-12-02 19:31:24 main:581] : INFO : Epoch 1541 | loss: 0.0311313 | val_loss: 0.0311639 | Time: 1974.47 ms [2021-12-02 19:31:26 main:581] : INFO : Epoch 1542 | loss: 0.0311283 | val_loss: 0.0311576 | Time: 1948.16 ms [2021-12-02 19:31:28 main:581] : INFO : Epoch 1543 | loss: 0.0311265 | val_loss: 0.0311586 | Time: 1977.31 ms [2021-12-02 19:31:29 main:581] : INFO : Epoch 1544 | loss: 0.0311269 | val_loss: 0.0311609 | Time: 1933.4 ms [2021-12-02 19:31:31 main:581] : INFO : Epoch 1545 | loss: 0.0311346 | val_loss: 0.0311682 | Time: 1964.83 ms [2021-12-02 19:31:33 main:581] : INFO : Epoch 1546 | loss: 0.0311387 | val_loss: 0.0311595 | Time: 1948.9 ms [2021-12-02 19:31:35 main:581] : INFO : Epoch 1547 | loss: 0.0311362 | val_loss: 0.0311582 | Time: 1941.51 ms [2021-12-02 19:31:37 main:581] : INFO : Epoch 1548 | loss: 0.0311332 | val_loss: 0.0311578 | Time: 2011.89 ms [2021-12-02 19:31:39 main:581] : INFO : Epoch 1549 | loss: 0.0311327 | val_loss: 0.0311551 | Time: 1989.66 ms [2021-12-02 19:31:41 main:581] : INFO : Epoch 1550 | loss: 0.0311351 | val_loss: 0.0311577 | Time: 1944.84 ms [2021-12-02 19:31:43 main:581] : INFO : Epoch 1551 | loss: 0.0311362 | val_loss: 0.0311586 | Time: 2009.93 ms [2021-12-02 19:31:45 main:581] : INFO : Epoch 1552 | loss: 0.0311301 | val_loss: 0.031157 | Time: 1977.03 ms [2021-12-02 19:31:47 main:581] : INFO : Epoch 1553 | loss: 0.0311274 | val_loss: 0.0311582 | Time: 1946.96 ms [2021-12-02 19:31:49 main:581] : INFO : Epoch 1554 | loss: 0.0311275 | val_loss: 0.0311602 | Time: 1977.9 ms [2021-12-02 19:31:51 main:581] : INFO : Epoch 1555 | loss: 0.0311277 | val_loss: 0.0311634 | Time: 1968.09 ms [2021-12-02 19:31:53 main:581] : INFO : Epoch 1556 | loss: 0.0311314 | val_loss: 0.031158 | Time: 1963.72 ms [2021-12-02 19:31:55 main:581] : INFO : Epoch 1557 | loss: 0.0311296 | val_loss: 0.0311577 | Time: 1962.92 ms [2021-12-02 19:31:57 main:581] : INFO : Epoch 1558 | loss: 0.0311282 | val_loss: 0.0311617 | Time: 1945.29 ms [2021-12-02 19:31:59 main:581] : INFO : Epoch 1559 | loss: 0.0311312 | val_loss: 0.0311597 | Time: 1944.64 ms [2021-12-02 19:32:01 main:581] : INFO : Epoch 1560 | loss: 0.0311289 | val_loss: 0.0311609 | Time: 1915.31 ms [2021-12-02 19:32:03 main:581] : INFO : Epoch 1561 | loss: 0.0311289 | val_loss: 0.0311619 | Time: 1934.27 ms [2021-12-02 19:32:05 main:581] : INFO : Epoch 1562 | loss: 0.031129 | val_loss: 0.0311618 | Time: 1993.16 ms [2021-12-02 19:32:07 main:581] : INFO : Epoch 1563 | loss: 0.0311286 | val_loss: 0.0311631 | Time: 1973.73 ms [2021-12-02 19:32:09 main:581] : INFO : Epoch 1564 | loss: 0.0311268 | val_loss: 0.0311637 | Time: 1952.01 ms [2021-12-02 19:32:11 main:581] : INFO : Epoch 1565 | loss: 0.0311256 | val_loss: 0.0311642 | Time: 1943.57 ms [2021-12-02 19:32:13 main:581] : INFO : Epoch 1566 | loss: 0.0311271 | val_loss: 0.0311612 | Time: 1937.28 ms [2021-12-02 19:32:15 main:581] : INFO : Epoch 1567 | loss: 0.0311314 | val_loss: 0.0311619 | Time: 1951.45 ms [2021-12-02 19:32:16 main:581] : INFO : Epoch 1568 | loss: 0.0311292 | val_loss: 0.0311631 | Time: 1919.37 ms [2021-12-02 19:32:18 main:581] : INFO : Epoch 1569 | loss: 0.0311271 | val_loss: 0.0311612 | Time: 1961.89 ms [2021-12-02 19:32:20 main:581] : INFO : Epoch 1570 | loss: 0.0311251 | val_loss: 0.0311597 | Time: 1985.49 ms [2021-12-02 19:32:22 main:581] : INFO : Epoch 1571 | loss: 0.0311272 | val_loss: 0.0311653 | Time: 1914.54 ms [2021-12-02 19:32:24 main:581] : INFO : Epoch 1572 | loss: 0.0311295 | val_loss: 0.031159 | Time: 1879.31 ms [2021-12-02 19:32:26 main:581] : INFO : Epoch 1573 | loss: 0.0311289 | val_loss: 0.031161 | Time: 1903.16 ms [2021-12-02 19:32:28 main:581] : INFO : Epoch 1574 | loss: 0.0311284 | val_loss: 0.0311637 | Time: 1887.11 ms [2021-12-02 19:32:30 main:581] : INFO : Epoch 1575 | loss: 0.0311338 | val_loss: 0.0311555 | Time: 1904.93 ms [2021-12-02 19:32:32 main:581] : INFO : Epoch 1576 | loss: 0.0311304 | val_loss: 0.0311589 | Time: 1940.94 ms [2021-12-02 19:32:34 main:581] : INFO : Epoch 1577 | loss: 0.0311265 | val_loss: 0.0311594 | Time: 1942.56 ms [2021-12-02 19:32:36 main:581] : INFO : Epoch 1578 | loss: 0.0311256 | val_loss: 0.0311575 | Time: 1902.73 ms [2021-12-02 19:32:38 main:581] : INFO : Epoch 1579 | loss: 0.0311254 | val_loss: 0.0311589 | Time: 1958.43 ms [2021-12-02 19:32:40 main:581] : INFO : Epoch 1580 | loss: 0.0311243 | val_loss: 0.0311606 | Time: 1930.52 ms [2021-12-02 19:32:41 main:581] : INFO : Epoch 1581 | loss: 0.0311258 | val_loss: 0.0311608 | Time: 1905.75 ms [2021-12-02 19:32:43 main:581] : INFO : Epoch 1582 | loss: 0.031127 | val_loss: 0.0311624 | Time: 1902.67 ms [2021-12-02 19:32:45 main:581] : INFO : Epoch 1583 | loss: 0.0311266 | val_loss: 0.0311633 | Time: 1899.52 ms [2021-12-02 19:32:47 main:581] : INFO : Epoch 1584 | loss: 0.0311266 | val_loss: 0.0311583 | Time: 1875.89 ms [2021-12-02 19:32:49 main:581] : INFO : Epoch 1585 | loss: 0.0311337 | val_loss: 0.0311655 | Time: 1926.17 ms [2021-12-02 19:32:51 main:581] : INFO : Epoch 1586 | loss: 0.0311349 | val_loss: 0.0311551 | Time: 1830.93 ms [2021-12-02 19:32:53 main:581] : INFO : Epoch 1587 | loss: 0.031132 | val_loss: 0.0311567 | Time: 1814.14 ms [2021-12-02 19:32:55 main:581] : INFO : Epoch 1588 | loss: 0.031131 | val_loss: 0.0311555 | Time: 1875.39 ms [2021-12-02 19:32:56 main:581] : INFO : Epoch 1589 | loss: 0.0311312 | val_loss: 0.0311553 | Time: 1791.55 ms [2021-12-02 19:32:58 main:581] : INFO : Epoch 1590 | loss: 0.0311294 | val_loss: 0.0311517 | Time: 1835.82 ms [2021-12-02 19:33:00 main:581] : INFO : Epoch 1591 | loss: 0.0311291 | val_loss: 0.0311567 | Time: 1869.32 ms [2021-12-02 19:33:02 main:581] : INFO : Epoch 1592 | loss: 0.0311297 | val_loss: 0.031159 | Time: 1842.06 ms [2021-12-02 19:33:04 main:581] : INFO : Epoch 1593 | loss: 0.0311277 | val_loss: 0.0311528 | Time: 1827.1 ms [2021-12-02 19:33:06 main:581] : INFO : Epoch 1594 | loss: 0.0311257 | val_loss: 0.0311718 | Time: 1838.26 ms [2021-12-02 19:33:07 main:581] : INFO : Epoch 1595 | loss: 0.0311252 | val_loss: 0.0311541 | Time: 1789.52 ms [2021-12-02 19:33:09 main:581] : INFO : Epoch 1596 | loss: 0.0311244 | val_loss: 0.0311627 | Time: 1794.73 ms [2021-12-02 19:33:11 main:581] : INFO : Epoch 1597 | loss: 0.0311226 | val_loss: 0.0311561 | Time: 1816.95 ms [2021-12-02 19:33:13 main:581] : INFO : Epoch 1598 | loss: 0.0311237 | val_loss: 0.031157 | Time: 1837.82 ms [2021-12-02 19:33:15 main:581] : INFO : Epoch 1599 | loss: 0.0311221 | val_loss: 0.0311633 | Time: 1810.45 ms [2021-12-02 19:33:16 main:581] : INFO : Epoch 1600 | loss: 0.031126 | val_loss: 0.0311636 | Time: 1788.94 ms [2021-12-02 19:33:18 main:581] : INFO : Epoch 1601 | loss: 0.031125 | val_loss: 0.0311648 | Time: 1838.78 ms [2021-12-02 19:33:20 main:581] : INFO : Epoch 1602 | loss: 0.0311265 | val_loss: 0.0311628 | Time: 1863.1 ms [2021-12-02 19:33:22 main:581] : INFO : Epoch 1603 | loss: 0.0311225 | val_loss: 0.0311581 | Time: 1842.2 ms [2021-12-02 19:33:24 main:581] : INFO : Epoch 1604 | loss: 0.0311228 | val_loss: 0.0311579 | Time: 1817.11 ms [2021-12-02 19:33:26 main:581] : INFO : Epoch 1605 | loss: 0.0311202 | val_loss: 0.0311585 | Time: 1833.11 ms [2021-12-02 19:33:27 main:581] : INFO : Epoch 1606 | loss: 0.0311207 | val_loss: 0.0311618 | Time: 1796.78 ms [2021-12-02 19:33:29 main:581] : INFO : Epoch 1607 | loss: 0.031122 | val_loss: 0.031162 | Time: 1807.72 ms [2021-12-02 19:33:31 main:581] : INFO : Epoch 1608 | loss: 0.0311204 | val_loss: 0.0311615 | Time: 1833.18 ms [2021-12-02 19:33:33 main:581] : INFO : Epoch 1609 | loss: 0.0311222 | val_loss: 0.0311611 | Time: 1829.79 ms [2021-12-02 19:33:35 main:581] : INFO : Epoch 1610 | loss: 0.0311222 | val_loss: 0.0311546 | Time: 1806.9 ms [2021-12-02 19:33:37 main:581] : INFO : Epoch 1611 | loss: 0.0311237 | val_loss: 0.0311583 | Time: 1816.14 ms [2021-12-02 19:33:38 main:581] : INFO : Epoch 1612 | loss: 0.0311206 | val_loss: 0.0311657 | Time: 1781.82 ms [2021-12-02 19:33:40 main:581] : INFO : Epoch 1613 | loss: 0.0311203 | val_loss: 0.0311638 | Time: 1819.57 ms [2021-12-02 19:33:42 main:581] : INFO : Epoch 1614 | loss: 0.0311197 | val_loss: 0.0311628 | Time: 1823.33 ms [2021-12-02 19:33:44 main:581] : INFO : Epoch 1615 | loss: 0.031119 | val_loss: 0.0311599 | Time: 1826.65 ms [2021-12-02 19:33:46 main:581] : INFO : Epoch 1616 | loss: 0.0311199 | val_loss: 0.0311632 | Time: 1832.1 ms [2021-12-02 19:33:47 main:581] : INFO : Epoch 1617 | loss: 0.0311207 | val_loss: 0.0311672 | Time: 1814.15 ms [2021-12-02 19:33:49 main:581] : INFO : Epoch 1618 | loss: 0.0311208 | val_loss: 0.0311649 | Time: 1799.58 ms [2021-12-02 19:33:51 main:581] : INFO : Epoch 1619 | loss: 0.0311227 | val_loss: 0.0311619 | Time: 1798.67 ms [2021-12-02 19:33:53 main:581] : INFO : Epoch 1620 | loss: 0.0311204 | val_loss: 0.0311603 | Time: 1806.91 ms [2021-12-02 19:33:55 main:581] : INFO : Epoch 1621 | loss: 0.0311194 | val_loss: 0.0311612 | Time: 1785.55 ms [2021-12-02 19:33:56 main:581] : INFO : Epoch 1622 | loss: 0.0311194 | val_loss: 0.0311686 | Time: 1784.46 ms [2021-12-02 19:33:58 main:581] : INFO : Epoch 1623 | loss: 0.031119 | val_loss: 0.0311621 | Time: 1791.83 ms [2021-12-02 19:34:00 main:581] : INFO : Epoch 1624 | loss: 0.0311265 | val_loss: 0.0311666 | Time: 1819.16 ms [2021-12-02 19:34:02 main:581] : INFO : Epoch 1625 | loss: 0.0311297 | val_loss: 0.0311583 | Time: 1848.57 ms [2021-12-02 19:34:04 main:581] : INFO : Epoch 1626 | loss: 0.0311283 | val_loss: 0.0311669 | Time: 1797.9 ms [2021-12-02 19:34:05 main:581] : INFO : Epoch 1627 | loss: 0.0311279 | val_loss: 0.0311625 | Time: 1785.31 ms [2021-12-02 19:34:07 main:581] : INFO : Epoch 1628 | loss: 0.0311267 | val_loss: 0.0311614 | Time: 1825.39 ms [2021-12-02 19:34:09 main:581] : INFO : Epoch 1629 | loss: 0.0311234 | val_loss: 0.0311618 | Time: 1871.15 ms [2021-12-02 19:34:11 main:581] : INFO : Epoch 1630 | loss: 0.0311207 | val_loss: 0.0311638 | Time: 1881.3 ms [2021-12-02 19:34:13 main:581] : INFO : Epoch 1631 | loss: 0.03114 | val_loss: 0.0311649 | Time: 1802.79 ms [2021-12-02 19:34:15 main:581] : INFO : Epoch 1632 | loss: 0.0311528 | val_loss: 0.0311739 | Time: 1815.63 ms [2021-12-02 19:34:17 main:581] : INFO : Epoch 1633 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1842.07 ms [2021-12-02 19:34:18 main:581] : INFO : Epoch 1634 | loss: 0.0311488 | val_loss: 0.0311595 | Time: 1857.79 ms [2021-12-02 19:34:20 main:581] : INFO : Epoch 1635 | loss: 0.0311467 | val_loss: 0.0311565 | Time: 1912.67 ms [2021-12-02 19:34:22 main:581] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.0311571 | Time: 1865.33 ms [2021-12-02 19:34:24 main:581] : INFO : Epoch 1637 | loss: 0.0311473 | val_loss: 0.031161 | Time: 1830.13 ms [2021-12-02 19:34:26 main:581] : INFO : Epoch 1638 | loss: 0.0311468 | val_loss: 0.0311577 | Time: 1824.21 ms [2021-12-02 19:34:28 main:581] : INFO : Epoch 1639 | loss: 0.0311432 | val_loss: 0.0311565 | Time: 1802.8 ms [2021-12-02 19:34:29 main:581] : INFO : Epoch 1640 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 1784.28 ms [2021-12-02 19:34:31 main:581] : INFO : Epoch 1641 | loss: 0.031143 | val_loss: 0.0311577 | Time: 1789.93 ms [2021-12-02 19:34:33 main:581] : INFO : Epoch 1642 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 1795.09 ms [2021-12-02 19:34:35 main:581] : INFO : Epoch 1643 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 1778.57 ms [2021-12-02 19:34:37 main:581] : INFO : Epoch 1644 | loss: 0.0311407 | val_loss: 0.0311535 | Time: 1781.56 ms [2021-12-02 19:34:38 main:581] : INFO : Epoch 1645 | loss: 0.031137 | val_loss: 0.0311576 | Time: 1911.62 ms [2021-12-02 19:34:40 main:581] : INFO : Epoch 1646 | loss: 0.0311359 | val_loss: 0.0311597 | Time: 1870.21 ms [2021-12-02 19:34:42 main:581] : INFO : Epoch 1647 | loss: 0.0311344 | val_loss: 0.0311511 | Time: 1807.4 ms [2021-12-02 19:34:44 main:581] : INFO : Epoch 1648 | loss: 0.0311328 | val_loss: 0.0311553 | Time: 1837.19 ms [2021-12-02 19:34:46 main:581] : INFO : Epoch 1649 | loss: 0.0311359 | val_loss: 0.0311588 | Time: 1856.75 ms [2021-12-02 19:34:48 main:581] : INFO : Epoch 1650 | loss: 0.0311343 | val_loss: 0.0311531 | Time: 1807.61 ms [2021-12-02 19:34:49 main:581] : INFO : Epoch 1651 | loss: 0.0311339 | val_loss: 0.0311571 | Time: 1785.17 ms [2021-12-02 19:34:51 main:581] : INFO : Epoch 1652 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 1819.03 ms [2021-12-02 19:34:53 main:581] : INFO : Epoch 1653 | loss: 0.0311323 | val_loss: 0.031159 | Time: 1787.65 ms [2021-12-02 19:34:55 main:581] : INFO : Epoch 1654 | loss: 0.0311332 | val_loss: 0.0311568 | Time: 1830.31 ms [2021-12-02 19:34:57 main:581] : INFO : Epoch 1655 | loss: 0.0311341 | val_loss: 0.0311547 | Time: 1791.76 ms [2021-12-02 19:34:58 main:581] : INFO : Epoch 1656 | loss: 0.0311339 | val_loss: 0.0311566 | Time: 1810.53 ms [2021-12-02 19:35:00 main:581] : INFO : Epoch 1657 | loss: 0.0311329 | val_loss: 0.031153 | Time: 1843.28 ms [2021-12-02 19:35:02 main:581] : INFO : Epoch 1658 | loss: 0.0311325 | val_loss: 0.0311543 | Time: 1789.65 ms [2021-12-02 19:35:04 main:581] : INFO : Epoch 1659 | loss: 0.0311309 | val_loss: 0.0311598 | Time: 1802.1 ms [2021-12-02 19:35:06 main:581] : INFO : Epoch 1660 | loss: 0.0311345 | val_loss: 0.0311549 | Time: 1786.21 ms [2021-12-02 19:35:07 main:581] : INFO : Epoch 1661 | loss: 0.0311331 | val_loss: 0.0311587 | Time: 1779.47 ms [2021-12-02 19:35:09 main:581] : INFO : Epoch 1662 | loss: 0.0311311 | val_loss: 0.0311609 | Time: 1821.33 ms [2021-12-02 19:35:11 main:581] : INFO : Epoch 1663 | loss: 0.0311324 | val_loss: 0.0311554 | Time: 1908.56 ms [2021-12-02 19:35:13 main:581] : INFO : Epoch 1664 | loss: 0.0311359 | val_loss: 0.0311594 | Time: 1792.25 ms [2021-12-02 19:35:15 main:581] : INFO : Epoch 1665 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 1837.75 ms [2021-12-02 19:35:17 main:581] : INFO : Epoch 1666 | loss: 0.0311331 | val_loss: 0.0311506 | Time: 1871.85 ms [2021-12-02 19:35:19 main:581] : INFO : Epoch 1667 | loss: 0.0311309 | val_loss: 0.0311507 | Time: 1822.76 ms [2021-12-02 19:35:20 main:581] : INFO : Epoch 1668 | loss: 0.0311314 | val_loss: 0.0311479 | Time: 1864.98 ms [2021-12-02 19:35:22 main:581] : INFO : Epoch 1669 | loss: 0.0311336 | val_loss: 0.031151 | Time: 1790 ms [2021-12-02 19:35:24 main:581] : INFO : Epoch 1670 | loss: 0.0311315 | val_loss: 0.0311553 | Time: 1779.88 ms [2021-12-02 19:35:26 main:581] : INFO : Epoch 1671 | loss: 0.0311329 | val_loss: 0.0311551 | Time: 1800.67 ms [2021-12-02 19:35:28 main:581] : INFO : Epoch 1672 | loss: 0.031131 | val_loss: 0.0311542 | Time: 1831.33 ms [2021-12-02 19:35:29 main:581] : INFO : Epoch 1673 | loss: 0.0311297 | val_loss: 0.0311548 | Time: 1807.78 ms [2021-12-02 19:35:31 main:581] : INFO : Epoch 1674 | loss: 0.0311303 | val_loss: 0.0311528 | Time: 1852.34 ms [2021-12-02 19:35:33 main:581] : INFO : Epoch 1675 | loss: 0.031131 | val_loss: 0.031156 | Time: 1851 ms [2021-12-02 19:35:35 main:581] : INFO : Epoch 1676 | loss: 0.0311307 | val_loss: 0.0311553 | Time: 1788.34 ms [2021-12-02 19:35:37 main:581] : INFO : Epoch 1677 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 1838.41 ms [2021-12-02 19:35:39 main:581] : INFO : Epoch 1678 | loss: 0.0311275 | val_loss: 0.0311556 | Time: 1849.95 ms [2021-12-02 19:35:40 main:581] : INFO : Epoch 1679 | loss: 0.031129 | val_loss: 0.0311598 | Time: 1845.14 ms [2021-12-02 19:35:42 main:581] : INFO : Epoch 1680 | loss: 0.0311319 | val_loss: 0.0311526 | Time: 1842.34 ms [2021-12-02 19:35:44 main:581] : INFO : Epoch 1681 | loss: 0.0311298 | val_loss: 0.0311561 | Time: 1831.33 ms [2021-12-02 19:35:46 main:581] : INFO : Epoch 1682 | loss: 0.0311302 | val_loss: 0.0311553 | Time: 1808.53 ms [2021-12-02 19:35:48 main:581] : INFO : Epoch 1683 | loss: 0.0311306 | val_loss: 0.0311582 | Time: 1848.74 ms [2021-12-02 19:35:50 main:581] : INFO : Epoch 1684 | loss: 0.0311308 | val_loss: 0.031158 | Time: 1814.69 ms [2021-12-02 19:35:51 main:581] : INFO : Epoch 1685 | loss: 0.0311294 | val_loss: 0.0311551 | Time: 1786.7 ms [2021-12-02 19:35:53 main:581] : INFO : Epoch 1686 | loss: 0.0311275 | val_loss: 0.0311552 | Time: 1800.28 ms [2021-12-02 19:35:55 main:581] : INFO : Epoch 1687 | loss: 0.0311287 | val_loss: 0.031154 | Time: 1886.35 ms [2021-12-02 19:35:57 main:581] : INFO : Epoch 1688 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 1806.44 ms [2021-12-02 19:35:59 main:581] : INFO : Epoch 1689 | loss: 0.0311388 | val_loss: 0.0311611 | Time: 1834.76 ms [2021-12-02 19:36:01 main:581] : INFO : Epoch 1690 | loss: 0.0311361 | val_loss: 0.0311572 | Time: 1899.17 ms [2021-12-02 19:36:02 main:581] : INFO : Epoch 1691 | loss: 0.0311347 | val_loss: 0.0311631 | Time: 1817.61 ms [2021-12-02 19:36:04 main:581] : INFO : Epoch 1692 | loss: 0.0311403 | val_loss: 0.0311571 | Time: 1797.89 ms [2021-12-02 19:36:06 main:581] : INFO : Epoch 1693 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 1813.39 ms [2021-12-02 19:36:08 main:581] : INFO : Epoch 1694 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 1839.51 ms [2021-12-02 19:36:10 main:581] : INFO : Epoch 1695 | loss: 0.0311407 | val_loss: 0.0311589 | Time: 1899.57 ms [2021-12-02 19:36:12 main:581] : INFO : Epoch 1696 | loss: 0.0311371 | val_loss: 0.0311581 | Time: 1817.39 ms [2021-12-02 19:36:13 main:581] : INFO : Epoch 1697 | loss: 0.031137 | val_loss: 0.0311576 | Time: 1816.16 ms [2021-12-02 19:36:15 main:581] : INFO : Epoch 1698 | loss: 0.0311346 | val_loss: 0.031157 | Time: 1830.12 ms [2021-12-02 19:36:17 main:581] : INFO : Epoch 1699 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 1843 ms [2021-12-02 19:36:19 main:581] : INFO : Epoch 1700 | loss: 0.0311318 | val_loss: 0.0311573 | Time: 1817.18 ms [2021-12-02 19:36:21 main:581] : INFO : Epoch 1701 | loss: 0.0311316 | val_loss: 0.0311556 | Time: 1843.52 ms [2021-12-02 19:36:23 main:581] : INFO : Epoch 1702 | loss: 0.0311315 | val_loss: 0.0311583 | Time: 1832.11 ms [2021-12-02 19:36:24 main:581] : INFO : Epoch 1703 | loss: 0.0311306 | val_loss: 0.0311551 | Time: 1810.74 ms [2021-12-02 19:36:26 main:581] : INFO : Epoch 1704 | loss: 0.0311301 | val_loss: 0.0311562 | Time: 1821.41 ms [2021-12-02 19:36:28 main:581] : INFO : Epoch 1705 | loss: 0.0311292 | val_loss: 0.0311615 | Time: 1793.31 ms [2021-12-02 19:36:30 main:581] : INFO : Epoch 1706 | loss: 0.031131 | val_loss: 0.0311554 | Time: 1825.72 ms [2021-12-02 19:36:32 main:581] : INFO : Epoch 1707 | loss: 0.0311298 | val_loss: 0.031157 | Time: 1803.02 ms [2021-12-02 19:36:33 main:581] : INFO : Epoch 1708 | loss: 0.031131 | val_loss: 0.0311577 | Time: 1823.82 ms [2021-12-02 19:36:35 main:581] : INFO : Epoch 1709 | loss: 0.0311298 | val_loss: 0.0311632 | Time: 1814.65 ms [2021-12-02 19:36:37 main:581] : INFO : Epoch 1710 | loss: 0.031133 | val_loss: 0.031158 | Time: 1778 ms [2021-12-02 19:36:39 main:581] : INFO : Epoch 1711 | loss: 0.0311294 | val_loss: 0.031155 | Time: 1794.82 ms [2021-12-02 19:36:41 main:581] : INFO : Epoch 1712 | loss: 0.03113 | val_loss: 0.0311591 | Time: 1839.22 ms [2021-12-02 19:36:42 main:581] : INFO : Epoch 1713 | loss: 0.0311297 | val_loss: 0.0311524 | Time: 1810.87 ms [2021-12-02 19:36:44 main:581] : INFO : Epoch 1714 | loss: 0.0311312 | val_loss: 0.0311606 | Time: 1801.47 ms [2021-12-02 19:36:46 main:581] : INFO : Epoch 1715 | loss: 0.0311312 | val_loss: 0.0311557 | Time: 1844.47 ms [2021-12-02 19:36:48 main:581] : INFO : Epoch 1716 | loss: 0.0311283 | val_loss: 0.0311552 | Time: 1928.84 ms [2021-12-02 19:36:50 main:581] : INFO : Epoch 1717 | loss: 0.0311282 | val_loss: 0.0311573 | Time: 1824.5 ms [2021-12-02 19:36:52 main:581] : INFO : Epoch 1718 | loss: 0.0311272 | val_loss: 0.0311582 | Time: 1827.08 ms [2021-12-02 19:36:54 main:581] : INFO : Epoch 1719 | loss: 0.0311299 | val_loss: 0.031161 | Time: 1820.97 ms [2021-12-02 19:36:55 main:581] : INFO : Epoch 1720 | loss: 0.0311289 | val_loss: 0.0311577 | Time: 1795.03 ms [2021-12-02 19:36:57 main:581] : INFO : Epoch 1721 | loss: 0.0311263 | val_loss: 0.0311638 | Time: 1803.24 ms [2021-12-02 19:36:59 main:581] : INFO : Epoch 1722 | loss: 0.0311285 | val_loss: 0.0311608 | Time: 1852.41 ms [2021-12-02 19:37:01 main:581] : INFO : Epoch 1723 | loss: 0.0311255 | val_loss: 0.0311569 | Time: 1870.46 ms [2021-12-02 19:37:03 main:581] : INFO : Epoch 1724 | loss: 0.0311259 | val_loss: 0.0311617 | Time: 1859.18 ms [2021-12-02 19:37:05 main:581] : INFO : Epoch 1725 | loss: 0.0311259 | val_loss: 0.0311612 | Time: 1827.46 ms [2021-12-02 19:37:06 main:581] : INFO : Epoch 1726 | loss: 0.0311269 | val_loss: 0.0311654 | Time: 1838.35 ms [2021-12-02 19:37:08 main:581] : INFO : Epoch 1727 | loss: 0.0311266 | val_loss: 0.0311618 | Time: 1893.25 ms [2021-12-02 19:37:10 main:581] : INFO : Epoch 1728 | loss: 0.0311257 | val_loss: 0.0311637 | Time: 1907.29 ms [2021-12-02 19:37:12 main:581] : INFO : Epoch 1729 | loss: 0.0311266 | val_loss: 0.0311579 | Time: 1818.56 ms [2021-12-02 19:37:14 main:581] : INFO : Epoch 1730 | loss: 0.031126 | val_loss: 0.0311613 | Time: 1793.31 ms [2021-12-02 19:37:16 main:581] : INFO : Epoch 1731 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 1793.63 ms [2021-12-02 19:37:17 main:581] : INFO : Epoch 1732 | loss: 0.0311288 | val_loss: 0.0311611 | Time: 1774.18 ms [2021-12-02 19:37:19 main:581] : INFO : Epoch 1733 | loss: 0.031131 | val_loss: 0.0311581 | Time: 1811.16 ms [2021-12-02 19:37:21 main:581] : INFO : Epoch 1734 | loss: 0.0311279 | val_loss: 0.0311634 | Time: 1784.42 ms [2021-12-02 19:37:23 main:581] : INFO : Epoch 1735 | loss: 0.0311265 | val_loss: 0.0311584 | Time: 1773.57 ms [2021-12-02 19:37:24 main:581] : INFO : Epoch 1736 | loss: 0.0311253 | val_loss: 0.031165 | Time: 1778.04 ms [2021-12-02 19:37:26 main:581] : INFO : Epoch 1737 | loss: 0.0311269 | val_loss: 0.0311638 | Time: 1823.24 ms [2021-12-02 19:37:28 main:581] : INFO : Epoch 1738 | loss: 0.0311276 | val_loss: 0.0311597 | Time: 1799.35 ms [2021-12-02 19:37:30 main:581] : INFO : Epoch 1739 | loss: 0.0311258 | val_loss: 0.0311608 | Time: 1790.32 ms [2021-12-02 19:37:32 main:581] : INFO : Epoch 1740 | loss: 0.0311251 | val_loss: 0.0311596 | Time: 1791.23 ms [2021-12-02 19:37:33 main:581] : INFO : Epoch 1741 | loss: 0.0311255 | val_loss: 0.0311578 | Time: 1788.65 ms [2021-12-02 19:37:35 main:581] : INFO : Epoch 1742 | loss: 0.0311241 | val_loss: 0.0311605 | Time: 1801.79 ms [2021-12-02 19:37:37 main:581] : INFO : Epoch 1743 | loss: 0.031123 | val_loss: 0.0311619 | Time: 1835.79 ms [2021-12-02 19:37:39 main:581] : INFO : Epoch 1744 | loss: 0.0311241 | val_loss: 0.0311637 | Time: 1820.32 ms [2021-12-02 19:37:41 main:581] : INFO : Epoch 1745 | loss: 0.0311235 | val_loss: 0.0311627 | Time: 1809.3 ms [2021-12-02 19:37:43 main:581] : INFO : Epoch 1746 | loss: 0.031124 | val_loss: 0.031159 | Time: 1842.05 ms [2021-12-02 19:37:44 main:581] : INFO : Epoch 1747 | loss: 0.031124 | val_loss: 0.0311564 | Time: 1825.73 ms [2021-12-02 19:37:46 main:581] : INFO : Epoch 1748 | loss: 0.0311251 | val_loss: 0.0311628 | Time: 1820.63 ms [2021-12-02 19:37:48 main:581] : INFO : Epoch 1749 | loss: 0.0311232 | val_loss: 0.0311603 | Time: 1803.66 ms [2021-12-02 19:37:50 main:581] : INFO : Epoch 1750 | loss: 0.0311249 | val_loss: 0.0311673 | Time: 1827.61 ms [2021-12-02 19:37:52 main:581] : INFO : Epoch 1751 | loss: 0.0311253 | val_loss: 0.0311618 | Time: 1847.3 ms [2021-12-02 19:37:54 main:581] : INFO : Epoch 1752 | loss: 0.0311274 | val_loss: 0.0311628 | Time: 1798.5 ms [2021-12-02 19:37:55 main:581] : INFO : Epoch 1753 | loss: 0.0311262 | val_loss: 0.0311636 | Time: 1788 ms [2021-12-02 19:37:57 main:581] : INFO : Epoch 1754 | loss: 0.0311271 | val_loss: 0.03116 | Time: 1814.54 ms [2021-12-02 19:37:59 main:581] : INFO : Epoch 1755 | loss: 0.0311248 | val_loss: 0.0311626 | Time: 1806.11 ms [2021-12-02 19:38:01 main:581] : INFO : Epoch 1756 | loss: 0.0311237 | val_loss: 0.0311575 | Time: 1923.51 ms [2021-12-02 19:38:03 main:581] : INFO : Epoch 1757 | loss: 0.0311231 | val_loss: 0.0311587 | Time: 1809.37 ms [2021-12-02 19:38:04 main:581] : INFO : Epoch 1758 | loss: 0.0311229 | val_loss: 0.0311544 | Time: 1796.03 ms [2021-12-02 19:38:06 main:581] : INFO : Epoch 1759 | loss: 0.0311238 | val_loss: 0.0311581 | Time: 1840.08 ms [2021-12-02 19:38:08 main:581] : INFO : Epoch 1760 | loss: 0.0311281 | val_loss: 0.0311606 | Time: 1829.45 ms [2021-12-02 19:38:10 main:581] : INFO : Epoch 1761 | loss: 0.0311381 | val_loss: 0.0311543 | Time: 1829.41 ms [2021-12-02 19:38:12 main:581] : INFO : Epoch 1762 | loss: 0.031139 | val_loss: 0.0311574 | Time: 1829.48 ms [2021-12-02 19:38:14 main:581] : INFO : Epoch 1763 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1849.52 ms [2021-12-02 19:38:15 main:581] : INFO : Epoch 1764 | loss: 0.031134 | val_loss: 0.0311604 | Time: 1829.98 ms [2021-12-02 19:38:17 main:581] : INFO : Epoch 1765 | loss: 0.0311308 | val_loss: 0.0311584 | Time: 1821.42 ms [2021-12-02 19:38:19 main:581] : INFO : Epoch 1766 | loss: 0.031132 | val_loss: 0.0311592 | Time: 1837.64 ms [2021-12-02 19:38:21 main:581] : INFO : Epoch 1767 | loss: 0.0311337 | val_loss: 0.0311598 | Time: 1847.52 ms [2021-12-02 19:38:23 main:581] : INFO : Epoch 1768 | loss: 0.0311329 | val_loss: 0.0311601 | Time: 1830 ms [2021-12-02 19:38:25 main:581] : INFO : Epoch 1769 | loss: 0.0311315 | val_loss: 0.0311571 | Time: 1853.71 ms [2021-12-02 19:38:26 main:581] : INFO : Epoch 1770 | loss: 0.0311303 | val_loss: 0.0311612 | Time: 1814.02 ms [2021-12-02 19:38:28 main:581] : INFO : Epoch 1771 | loss: 0.0311318 | val_loss: 0.0311583 | Time: 1843.84 ms [2021-12-02 19:38:30 main:581] : INFO : Epoch 1772 | loss: 0.0311335 | val_loss: 0.031157 | Time: 1850.11 ms [2021-12-02 19:38:32 main:581] : INFO : Epoch 1773 | loss: 0.0311342 | val_loss: 0.0311655 | Time: 1787.24 ms [2021-12-02 19:38:34 main:581] : INFO : Epoch 1774 | loss: 0.0311356 | val_loss: 0.0311611 | Time: 1848.77 ms [2021-12-02 19:38:36 main:581] : INFO : Epoch 1775 | loss: 0.0311357 | val_loss: 0.0311639 | Time: 1834.65 ms [2021-12-02 19:38:37 main:581] : INFO : Epoch 1776 | loss: 0.0311335 | val_loss: 0.0311613 | Time: 1822.19 ms [2021-12-02 19:38:39 main:581] : INFO : Epoch 1777 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 1803.67 ms [2021-12-02 19:38:41 main:581] : INFO : Epoch 1778 | loss: 0.0311315 | val_loss: 0.0311596 | Time: 1836.65 ms [2021-12-02 19:38:43 main:581] : INFO : Epoch 1779 | loss: 0.0311312 | val_loss: 0.031163 | Time: 1812.34 ms [2021-12-02 19:38:45 main:581] : INFO : Epoch 1780 | loss: 0.0311293 | val_loss: 0.0311602 | Time: 1872.83 ms [2021-12-02 19:38:47 main:581] : INFO : Epoch 1781 | loss: 0.0311277 | val_loss: 0.0311657 | Time: 1881.89 ms [2021-12-02 19:38:48 main:581] : INFO : Epoch 1782 | loss: 0.03113 | val_loss: 0.0311594 | Time: 1811.52 ms [2021-12-02 19:38:50 main:581] : INFO : Epoch 1783 | loss: 0.0311299 | val_loss: 0.0311612 | Time: 1802.75 ms [2021-12-02 19:38:52 main:581] : INFO : Epoch 1784 | loss: 0.0311341 | val_loss: 0.0311598 | Time: 1888.63 ms [2021-12-02 19:38:54 main:581] : INFO : Epoch 1785 | loss: 0.0311305 | val_loss: 0.0311586 | Time: 1834.41 ms [2021-12-02 19:38:56 main:581] : INFO : Epoch 1786 | loss: 0.0311295 | val_loss: 0.0311579 | Time: 1860.88 ms [2021-12-02 19:38:58 main:581] : INFO : Epoch 1787 | loss: 0.0311341 | val_loss: 0.0311636 | Time: 1797.36 ms [2021-12-02 19:38:59 main:581] : INFO : Epoch 1788 | loss: 0.0311277 | val_loss: 0.0311593 | Time: 1842.25 ms [2021-12-02 19:39:01 main:581] : INFO : Epoch 1789 | loss: 0.0311266 | val_loss: 0.0311582 | Time: 1824.17 ms [2021-12-02 19:39:03 main:581] : INFO : Epoch 1790 | loss: 0.0311263 | val_loss: 0.0311547 | Time: 1799.37 ms [2021-12-02 19:39:05 main:581] : INFO : Epoch 1791 | loss: 0.031127 | val_loss: 0.0311551 | Time: 1811.56 ms [2021-12-02 19:39:07 main:581] : INFO : Epoch 1792 | loss: 0.0311274 | val_loss: 0.031155 | Time: 1795.99 ms [2021-12-02 19:39:09 main:581] : INFO : Epoch 1793 | loss: 0.0311364 | val_loss: 0.0311606 | Time: 1867.79 ms [2021-12-02 19:39:10 main:581] : INFO : Epoch 1794 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 1823.63 ms [2021-12-02 19:39:12 main:581] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311584 | Time: 1804.54 ms [2021-12-02 19:39:14 main:581] : INFO : Epoch 1796 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 1836.76 ms [2021-12-02 19:39:16 main:581] : INFO : Epoch 1797 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 1854.13 ms [2021-12-02 19:39:18 main:581] : INFO : Epoch 1798 | loss: 0.0311373 | val_loss: 0.0311661 | Time: 1796.25 ms [2021-12-02 19:39:20 main:581] : INFO : Epoch 1799 | loss: 0.0318575 | val_loss: 0.0316405 | Time: 1826.5 ms [2021-12-02 19:39:21 main:581] : INFO : Epoch 1800 | loss: 0.0363969 | val_loss: 0.0344729 | Time: 1797.72 ms [2021-12-02 19:39:23 main:581] : INFO : Epoch 1801 | loss: 0.0321544 | val_loss: 0.031299 | Time: 1848.59 ms [2021-12-02 19:39:25 main:581] : INFO : Epoch 1802 | loss: 0.0313191 | val_loss: 0.0312331 | Time: 1800.88 ms [2021-12-02 19:39:27 main:581] : INFO : Epoch 1803 | loss: 0.0312385 | val_loss: 0.0312167 | Time: 1793.79 ms [2021-12-02 19:39:29 main:581] : INFO : Epoch 1804 | loss: 0.0312157 | val_loss: 0.0312083 | Time: 1792.1 ms [2021-12-02 19:39:30 main:581] : INFO : Epoch 1805 | loss: 0.0312092 | val_loss: 0.0312047 | Time: 1798.29 ms [2021-12-02 19:39:32 main:581] : INFO : Epoch 1806 | loss: 0.0312073 | val_loss: 0.0312032 | Time: 1765.97 ms [2021-12-02 19:39:34 main:581] : INFO : Epoch 1807 | loss: 0.0312061 | val_loss: 0.0312026 | Time: 1837.43 ms [2021-12-02 19:39:36 main:581] : INFO : Epoch 1808 | loss: 0.031205 | val_loss: 0.0312009 | Time: 1831.71 ms [2021-12-02 19:39:38 main:581] : INFO : Epoch 1809 | loss: 0.0312035 | val_loss: 0.0311987 | Time: 1836.39 ms [2021-12-02 19:39:40 main:581] : INFO : Epoch 1810 | loss: 0.0312011 | val_loss: 0.0311944 | Time: 1891.65 ms [2021-12-02 19:39:41 main:581] : INFO : Epoch 1811 | loss: 0.031198 | val_loss: 0.0311918 | Time: 1835.02 ms [2021-12-02 19:39:43 main:581] : INFO : Epoch 1812 | loss: 0.0311966 | val_loss: 0.0311907 | Time: 1903.92 ms [2021-12-02 19:39:45 main:581] : INFO : Epoch 1813 | loss: 0.0311949 | val_loss: 0.0311893 | Time: 1893.35 ms [2021-12-02 19:39:47 main:581] : INFO : Epoch 1814 | loss: 0.0311953 | val_loss: 0.0311913 | Time: 1897.78 ms [2021-12-02 19:39:49 main:581] : INFO : Epoch 1815 | loss: 0.0311939 | val_loss: 0.0311879 | Time: 1938.89 ms [2021-12-02 19:39:51 main:581] : INFO : Epoch 1816 | loss: 0.0311908 | val_loss: 0.0311867 | Time: 1856.46 ms [2021-12-02 19:39:53 main:581] : INFO : Epoch 1817 | loss: 0.0311877 | val_loss: 0.0311825 | Time: 1838.47 ms [2021-12-02 19:39:54 main:581] : INFO : Epoch 1818 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 1795.21 ms [2021-12-02 19:39:56 main:581] : INFO : Epoch 1819 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 1815.97 ms [2021-12-02 19:39:58 main:581] : INFO : Epoch 1820 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1827.2 ms [2021-12-02 19:40:00 main:581] : INFO : Epoch 1821 | loss: 0.0311812 | val_loss: 0.03118 | Time: 1808.43 ms [2021-12-02 19:40:02 main:581] : INFO : Epoch 1822 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 1789.93 ms [2021-12-02 19:40:04 main:581] : INFO : Epoch 1823 | loss: 0.0311783 | val_loss: 0.0311772 | Time: 1801.03 ms [2021-12-02 19:40:05 main:581] : INFO : Epoch 1824 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 1770.86 ms [2021-12-02 19:40:07 main:581] : INFO : Epoch 1825 | loss: 0.031174 | val_loss: 0.0311719 | Time: 1790.18 ms [2021-12-02 19:40:09 main:581] : INFO : Epoch 1826 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 1800.32 ms [2021-12-02 19:40:11 main:581] : INFO : Epoch 1827 | loss: 0.0311673 | val_loss: 0.0311671 | Time: 1812.89 ms [2021-12-02 19:40:13 main:581] : INFO : Epoch 1828 | loss: 0.0311668 | val_loss: 0.0311665 | Time: 1813.89 ms [2021-12-02 19:40:14 main:581] : INFO : Epoch 1829 | loss: 0.031166 | val_loss: 0.0311653 | Time: 1803.14 ms [2021-12-02 19:40:16 main:581] : INFO : Epoch 1830 | loss: 0.0311652 | val_loss: 0.0311642 | Time: 1823.07 ms [2021-12-02 19:40:18 main:581] : INFO : Epoch 1831 | loss: 0.0311635 | val_loss: 0.0311651 | Time: 1784.32 ms [2021-12-02 19:40:20 main:581] : INFO : Epoch 1832 | loss: 0.0311634 | val_loss: 0.0311654 | Time: 1945.94 ms [2021-12-02 19:40:22 main:581] : INFO : Epoch 1833 | loss: 0.0311621 | val_loss: 0.0311654 | Time: 1827.1 ms [2021-12-02 19:40:23 main:581] : INFO : Epoch 1834 | loss: 0.0311618 | val_loss: 0.0311641 | Time: 1782.26 ms [2021-12-02 19:40:25 main:581] : INFO : Epoch 1835 | loss: 0.031161 | val_loss: 0.0311638 | Time: 1871.06 ms [2021-12-02 19:40:27 main:581] : INFO : Epoch 1836 | loss: 0.0311607 | val_loss: 0.0311648 | Time: 1817.71 ms [2021-12-02 19:40:29 main:581] : INFO : Epoch 1837 | loss: 0.0311607 | val_loss: 0.0311642 | Time: 1940.19 ms [2021-12-02 19:40:31 main:581] : INFO : Epoch 1838 | loss: 0.03116 | val_loss: 0.0311635 | Time: 1821.31 ms [2021-12-02 19:40:33 main:581] : INFO : Epoch 1839 | loss: 0.03116 | val_loss: 0.0311643 | Time: 1795.23 ms [2021-12-02 19:40:35 main:581] : INFO : Epoch 1840 | loss: 0.0311597 | val_loss: 0.0311639 | Time: 1775.1 ms [2021-12-02 19:40:36 main:581] : INFO : Epoch 1841 | loss: 0.0311594 | val_loss: 0.0311635 | Time: 1824.32 ms [2021-12-02 19:40:38 main:581] : INFO : Epoch 1842 | loss: 0.031159 | val_loss: 0.0311633 | Time: 1818.82 ms [2021-12-02 19:40:40 main:581] : INFO : Epoch 1843 | loss: 0.0311595 | val_loss: 0.0311629 | Time: 1831.87 ms [2021-12-02 19:40:42 main:581] : INFO : Epoch 1844 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 1845.17 ms [2021-12-02 19:40:44 main:581] : INFO : Epoch 1845 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1821 ms [2021-12-02 19:40:45 main:581] : INFO : Epoch 1846 | loss: 0.0311585 | val_loss: 0.0311628 | Time: 1787.24 ms [2021-12-02 19:40:47 main:581] : INFO : Epoch 1847 | loss: 0.0311581 | val_loss: 0.0311623 | Time: 1828.58 ms [2021-12-02 19:40:49 main:581] : INFO : Epoch 1848 | loss: 0.031158 | val_loss: 0.031163 | Time: 1859.41 ms [2021-12-02 19:40:51 main:581] : INFO : Epoch 1849 | loss: 0.0311581 | val_loss: 0.0311626 | Time: 1882.37 ms [2021-12-02 19:40:53 main:581] : INFO : Epoch 1850 | loss: 0.0311578 | val_loss: 0.0311626 | Time: 1871.98 ms [2021-12-02 19:40:55 main:581] : INFO : Epoch 1851 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1851.68 ms [2021-12-02 19:40:57 main:581] : INFO : Epoch 1852 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 1782.57 ms [2021-12-02 19:40:58 main:581] : INFO : Epoch 1853 | loss: 0.0311565 | val_loss: 0.0311616 | Time: 1885.78 ms [2021-12-02 19:41:00 main:581] : INFO : Epoch 1854 | loss: 0.0311565 | val_loss: 0.0311619 | Time: 1838.38 ms [2021-12-02 19:41:02 main:581] : INFO : Epoch 1855 | loss: 0.0311559 | val_loss: 0.0311615 | Time: 1841.17 ms [2021-12-02 19:41:04 main:581] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311614 | Time: 1864.94 ms [2021-12-02 19:41:06 main:581] : INFO : Epoch 1857 | loss: 0.0311555 | val_loss: 0.0311635 | Time: 1891.58 ms [2021-12-02 19:41:08 main:581] : INFO : Epoch 1858 | loss: 0.0311558 | val_loss: 0.0311615 | Time: 1817.77 ms [2021-12-02 19:41:10 main:581] : INFO : Epoch 1859 | loss: 0.0311555 | val_loss: 0.0311614 | Time: 1888.23 ms [2021-12-02 19:41:11 main:581] : INFO : Epoch 1860 | loss: 0.0311557 | val_loss: 0.0311615 | Time: 1895.67 ms [2021-12-02 19:41:13 main:581] : INFO : Epoch 1861 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 1848.55 ms [2021-12-02 19:41:15 main:581] : INFO : Epoch 1862 | loss: 0.0311559 | val_loss: 0.0311603 | Time: 1875.79 ms [2021-12-02 19:41:17 main:581] : INFO : Epoch 1863 | loss: 0.031155 | val_loss: 0.0311604 | Time: 1819.55 ms [2021-12-02 19:41:19 main:581] : INFO : Epoch 1864 | loss: 0.0311547 | val_loss: 0.0311606 | Time: 1869.68 ms [2021-12-02 19:41:21 main:581] : INFO : Epoch 1865 | loss: 0.031154 | val_loss: 0.0311605 | Time: 1885.37 ms [2021-12-02 19:41:23 main:581] : INFO : Epoch 1866 | loss: 0.031153 | val_loss: 0.0311597 | Time: 1836.11 ms [2021-12-02 19:41:24 main:581] : INFO : Epoch 1867 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 1840.07 ms [2021-12-02 19:41:26 main:581] : INFO : Epoch 1868 | loss: 0.0311504 | val_loss: 0.031161 | Time: 1815.95 ms [2021-12-02 19:41:28 main:581] : INFO : Epoch 1869 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 1820.27 ms [2021-12-02 19:41:30 main:581] : INFO : Epoch 1870 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 1825.51 ms [2021-12-02 19:41:32 main:581] : INFO : Epoch 1871 | loss: 0.0311463 | val_loss: 0.0311577 | Time: 1815.27 ms [2021-12-02 19:41:34 main:581] : INFO : Epoch 1872 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 1800.28 ms [2021-12-02 19:41:35 main:581] : INFO : Epoch 1873 | loss: 0.0311442 | val_loss: 0.0311572 | Time: 1803.93 ms [2021-12-02 19:41:37 main:581] : INFO : Epoch 1874 | loss: 0.0311458 | val_loss: 0.0311547 | Time: 1807.82 ms [2021-12-02 19:41:39 main:581] : INFO : Epoch 1875 | loss: 0.0311437 | val_loss: 0.031152 | Time: 1853.57 ms [2021-12-02 19:41:41 main:581] : INFO : Epoch 1876 | loss: 0.0311414 | val_loss: 0.0311539 | Time: 1892.78 ms [2021-12-02 19:41:43 main:581] : INFO : Epoch 1877 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 1816.97 ms [2021-12-02 19:41:44 main:581] : INFO : Epoch 1878 | loss: 0.0311422 | val_loss: 0.0311532 | Time: 1794.94 ms [2021-12-02 19:41:46 main:581] : INFO : Epoch 1879 | loss: 0.0311418 | val_loss: 0.0311545 | Time: 1846.24 ms [2021-12-02 19:41:48 main:581] : INFO : Epoch 1880 | loss: 0.0311408 | val_loss: 0.0311542 | Time: 1825.71 ms [2021-12-02 19:41:50 main:581] : INFO : Epoch 1881 | loss: 0.0311407 | val_loss: 0.0311565 | Time: 1814.18 ms [2021-12-02 19:41:52 main:581] : INFO : Epoch 1882 | loss: 0.0311406 | val_loss: 0.0311544 | Time: 1813.83 ms [2021-12-02 19:41:54 main:581] : INFO : Epoch 1883 | loss: 0.0311388 | val_loss: 0.0311541 | Time: 1798.36 ms [2021-12-02 19:41:55 main:581] : INFO : Epoch 1884 | loss: 0.0311367 | val_loss: 0.0311551 | Time: 1799.35 ms [2021-12-02 19:41:57 main:581] : INFO : Epoch 1885 | loss: 0.0311366 | val_loss: 0.0311539 | Time: 1791.94 ms [2021-12-02 19:41:59 main:581] : INFO : Epoch 1886 | loss: 0.0311358 | val_loss: 0.031155 | Time: 1848.08 ms [2021-12-02 19:42:01 main:581] : INFO : Epoch 1887 | loss: 0.0311364 | val_loss: 0.0311543 | Time: 1844.09 ms [2021-12-02 19:42:03 main:581] : INFO : Epoch 1888 | loss: 0.0311363 | val_loss: 0.0311575 | Time: 1809.36 ms [2021-12-02 19:42:05 main:581] : INFO : Epoch 1889 | loss: 0.0311373 | val_loss: 0.0311562 | Time: 1845.08 ms [2021-12-02 19:42:06 main:581] : INFO : Epoch 1890 | loss: 0.031138 | val_loss: 0.0311532 | Time: 1783.87 ms [2021-12-02 19:42:08 main:581] : INFO : Epoch 1891 | loss: 0.0311364 | val_loss: 0.0311567 | Time: 1782.72 ms [2021-12-02 19:42:10 main:581] : INFO : Epoch 1892 | loss: 0.0311365 | val_loss: 0.031152 | Time: 1856.4 ms [2021-12-02 19:42:12 main:581] : INFO : Epoch 1893 | loss: 0.0311382 | val_loss: 0.0311539 | Time: 1870.06 ms [2021-12-02 19:42:14 main:581] : INFO : Epoch 1894 | loss: 0.0311364 | val_loss: 0.0311531 | Time: 1813.64 ms [2021-12-02 19:42:15 main:581] : INFO : Epoch 1895 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 1821.71 ms [2021-12-02 19:42:17 main:581] : INFO : Epoch 1896 | loss: 0.0311328 | val_loss: 0.0311533 | Time: 1832.62 ms [2021-12-02 19:42:19 main:581] : INFO : Epoch 1897 | loss: 0.0311352 | val_loss: 0.0311509 | Time: 1838.84 ms [2021-12-02 19:42:21 main:581] : INFO : Epoch 1898 | loss: 0.0311362 | val_loss: 0.0311562 | Time: 1865.85 ms [2021-12-02 19:42:23 main:581] : INFO : Epoch 1899 | loss: 0.0311352 | val_loss: 0.0311504 | Time: 1825.11 ms [2021-12-02 19:42:25 main:581] : INFO : Epoch 1900 | loss: 0.0311341 | val_loss: 0.03115 | Time: 1819.37 ms [2021-12-02 19:42:26 main:581] : INFO : Epoch 1901 | loss: 0.0311349 | val_loss: 0.0311528 | Time: 1854.4 ms [2021-12-02 19:42:28 main:581] : INFO : Epoch 1902 | loss: 0.0311336 | val_loss: 0.0311526 | Time: 1899.26 ms [2021-12-02 19:42:30 main:581] : INFO : Epoch 1903 | loss: 0.0311319 | val_loss: 0.0311533 | Time: 1849.15 ms [2021-12-02 19:42:32 main:581] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311531 | Time: 1828.89 ms [2021-12-02 19:42:34 main:581] : INFO : Epoch 1905 | loss: 0.0311309 | val_loss: 0.0311532 | Time: 1779.77 ms [2021-12-02 19:42:36 main:581] : INFO : Epoch 1906 | loss: 0.0311316 | val_loss: 0.0311483 | Time: 1836.12 ms [2021-12-02 19:42:38 main:581] : INFO : Epoch 1907 | loss: 0.0311308 | val_loss: 0.0311545 | Time: 1889.47 ms [2021-12-02 19:42:39 main:581] : INFO : Epoch 1908 | loss: 0.0311298 | val_loss: 0.0311537 | Time: 1854.57 ms [2021-12-02 19:42:41 main:581] : INFO : Epoch 1909 | loss: 0.0311291 | val_loss: 0.0311516 | Time: 1839.11 ms [2021-12-02 19:42:43 main:581] : INFO : Epoch 1910 | loss: 0.0311283 | val_loss: 0.0311532 | Time: 1809.05 ms [2021-12-02 19:42:45 main:581] : INFO : Epoch 1911 | loss: 0.0311277 | val_loss: 0.0311537 | Time: 1806.4 ms [2021-12-02 19:42:47 main:581] : INFO : Epoch 1912 | loss: 0.0311276 | val_loss: 0.0311511 | Time: 1802.74 ms [2021-12-02 19:42:49 main:581] : INFO : Epoch 1913 | loss: 0.0311298 | val_loss: 0.0311533 | Time: 1940.01 ms [2021-12-02 19:42:50 main:581] : INFO : Epoch 1914 | loss: 0.0311295 | val_loss: 0.0311526 | Time: 1844.61 ms [2021-12-02 19:42:52 main:581] : INFO : Epoch 1915 | loss: 0.0311305 | val_loss: 0.0311542 | Time: 1796.52 ms [2021-12-02 19:42:54 main:581] : INFO : Epoch 1916 | loss: 0.0311284 | val_loss: 0.0311519 | Time: 1795.09 ms [2021-12-02 19:42:56 main:581] : INFO : Epoch 1917 | loss: 0.0311353 | val_loss: 0.0311528 | Time: 1827.23 ms [2021-12-02 19:42:58 main:581] : INFO : Epoch 1918 | loss: 0.0311342 | val_loss: 0.0311546 | Time: 1835.9 ms [2021-12-02 19:43:00 main:581] : INFO : Epoch 1919 | loss: 0.031133 | val_loss: 0.0311514 | Time: 1874.47 ms [2021-12-02 19:43:01 main:581] : INFO : Epoch 1920 | loss: 0.0311361 | val_loss: 0.0311528 | Time: 1802.05 ms [2021-12-02 19:43:03 main:581] : INFO : Epoch 1921 | loss: 0.0311361 | val_loss: 0.0311505 | Time: 1829.83 ms [2021-12-02 19:43:05 main:581] : INFO : Epoch 1922 | loss: 0.0311342 | val_loss: 0.0311512 | Time: 1812.95 ms [2021-12-02 19:43:07 main:581] : INFO : Epoch 1923 | loss: 0.0311327 | val_loss: 0.0311524 | Time: 1774.19 ms [2021-12-02 19:43:09 main:581] : INFO : Epoch 1924 | loss: 0.0311309 | val_loss: 0.0311509 | Time: 1809.8 ms [2021-12-02 19:43:10 main:581] : INFO : Epoch 1925 | loss: 0.0311312 | val_loss: 0.0311565 | Time: 1825.86 ms [2021-12-02 19:43:12 main:581] : INFO : Epoch 1926 | loss: 0.0311306 | val_loss: 0.0311558 | Time: 1842.96 ms [2021-12-02 19:43:14 main:581] : INFO : Epoch 1927 | loss: 0.0311315 | val_loss: 0.0311567 | Time: 1792.93 ms [2021-12-02 19:43:16 main:581] : INFO : Epoch 1928 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 1793.09 ms [2021-12-02 19:43:18 main:581] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311535 | Time: 1817.23 ms [2021-12-02 19:43:20 main:581] : INFO : Epoch 1930 | loss: 0.0311336 | val_loss: 0.0311518 | Time: 1859.63 ms [2021-12-02 19:43:21 main:581] : INFO : Epoch 1931 | loss: 0.0311331 | val_loss: 0.0311538 | Time: 1811.39 ms [2021-12-02 19:43:23 main:581] : INFO : Epoch 1932 | loss: 0.0311318 | val_loss: 0.0311565 | Time: 1810.27 ms [2021-12-02 19:43:25 main:581] : INFO : Epoch 1933 | loss: 0.0311317 | val_loss: 0.0311574 | Time: 1785.65 ms [2021-12-02 19:43:27 main:581] : INFO : Epoch 1934 | loss: 0.0311321 | val_loss: 0.0311553 | Time: 1811.9 ms [2021-12-02 19:43:29 main:581] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 1816.07 ms [2021-12-02 19:43:30 main:581] : INFO : Epoch 1936 | loss: 0.0311323 | val_loss: 0.0311528 | Time: 1785.3 ms [2021-12-02 19:43:32 main:581] : INFO : Epoch 1937 | loss: 0.0311309 | val_loss: 0.0311564 | Time: 1811.96 ms [2021-12-02 19:43:34 main:581] : INFO : Epoch 1938 | loss: 0.0311298 | val_loss: 0.0311516 | Time: 1803.66 ms [2021-12-02 19:43:36 main:581] : INFO : Epoch 1939 | loss: 0.0311294 | val_loss: 0.0311509 | Time: 1808.78 ms [2021-12-02 19:43:38 main:581] : INFO : Epoch 1940 | loss: 0.0311318 | val_loss: 0.031153 | Time: 1789.73 ms [2021-12-02 19:43:39 main:581] : INFO : Epoch 1941 | loss: 0.0311346 | val_loss: 0.0311571 | Time: 1870.78 ms [2021-12-02 19:43:41 main:581] : INFO : Epoch 1942 | loss: 0.0311344 | val_loss: 0.0311605 | Time: 1854.78 ms [2021-12-02 19:43:43 main:581] : INFO : Epoch 1943 | loss: 0.0311416 | val_loss: 0.0311579 | Time: 1882.94 ms [2021-12-02 19:43:45 main:581] : INFO : Epoch 1944 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1875.47 ms [2021-12-02 19:43:47 main:581] : INFO : Epoch 1945 | loss: 0.0311402 | val_loss: 0.0311583 | Time: 1880.81 ms [2021-12-02 19:43:49 main:581] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311598 | Time: 1889.4 ms [2021-12-02 19:43:51 main:581] : INFO : Epoch 1947 | loss: 0.0311379 | val_loss: 0.03116 | Time: 1881.18 ms [2021-12-02 19:43:53 main:581] : INFO : Epoch 1948 | loss: 0.0311382 | val_loss: 0.0311589 | Time: 1900.82 ms [2021-12-02 19:43:54 main:581] : INFO : Epoch 1949 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 1870.85 ms [2021-12-02 19:43:56 main:581] : INFO : Epoch 1950 | loss: 0.0311361 | val_loss: 0.0311569 | Time: 1890.64 ms [2021-12-02 19:43:58 main:581] : INFO : Epoch 1951 | loss: 0.0311349 | val_loss: 0.0311587 | Time: 1878.55 ms [2021-12-02 19:44:00 main:581] : INFO : Epoch 1952 | loss: 0.031133 | val_loss: 0.0311577 | Time: 1908.69 ms [2021-12-02 19:44:02 main:581] : INFO : Epoch 1953 | loss: 0.0311341 | val_loss: 0.0311617 | Time: 1856.66 ms [2021-12-02 19:44:04 main:581] : INFO : Epoch 1954 | loss: 0.0311539 | val_loss: 0.0311598 | Time: 1861.5 ms [2021-12-02 19:44:06 main:581] : INFO : Epoch 1955 | loss: 0.0311543 | val_loss: 0.0311541 | Time: 1891.68 ms [2021-12-02 19:44:08 main:581] : INFO : Epoch 1956 | loss: 0.0311479 | val_loss: 0.031155 | Time: 1884.13 ms [2021-12-02 19:44:10 main:581] : INFO : Epoch 1957 | loss: 0.0311448 | val_loss: 0.0311536 | Time: 1882.73 ms [2021-12-02 19:44:11 main:581] : INFO : Epoch 1958 | loss: 0.0311424 | val_loss: 0.0311552 | Time: 1901.6 ms [2021-12-02 19:44:13 main:581] : INFO : Epoch 1959 | loss: 0.0311413 | val_loss: 0.0311595 | Time: 1876.18 ms [2021-12-02 19:44:15 main:581] : INFO : Epoch 1960 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 1938.86 ms [2021-12-02 19:44:17 main:581] : INFO : Epoch 1961 | loss: 0.0311446 | val_loss: 0.0311563 | Time: 1930.71 ms [2021-12-02 19:44:19 main:581] : INFO : Epoch 1962 | loss: 0.0311418 | val_loss: 0.0311559 | Time: 1895.97 ms [2021-12-02 19:44:21 main:581] : INFO : Epoch 1963 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 1886.25 ms [2021-12-02 19:44:23 main:581] : INFO : Epoch 1964 | loss: 0.0311403 | val_loss: 0.0311545 | Time: 1888.25 ms [2021-12-02 19:44:25 main:581] : INFO : Epoch 1965 | loss: 0.0311359 | val_loss: 0.0311551 | Time: 1883.78 ms [2021-12-02 19:44:27 main:581] : INFO : Epoch 1966 | loss: 0.0311354 | val_loss: 0.0311558 | Time: 1877.84 ms [2021-12-02 19:44:28 main:581] : INFO : Epoch 1967 | loss: 0.0311374 | val_loss: 0.0311557 | Time: 1863.73 ms [2021-12-02 19:44:30 main:581] : INFO : Epoch 1968 | loss: 0.0311347 | val_loss: 0.0311541 | Time: 1883.42 ms [2021-12-02 19:44:32 main:581] : INFO : Epoch 1969 | loss: 0.0311374 | val_loss: 0.0311542 | Time: 1877.16 ms [2021-12-02 19:44:34 main:581] : INFO : Epoch 1970 | loss: 0.031137 | val_loss: 0.0311558 | Time: 1849.82 ms [2021-12-02 19:44:36 main:581] : INFO : Epoch 1971 | loss: 0.0311346 | val_loss: 0.0311534 | Time: 1872.72 ms [2021-12-02 19:44:38 main:581] : INFO : Epoch 1972 | loss: 0.0311336 | val_loss: 0.0311509 | Time: 1845.57 ms [2021-12-02 19:44:40 main:581] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.0311543 | Time: 1863.17 ms [2021-12-02 19:44:42 main:581] : INFO : Epoch 1974 | loss: 0.0311314 | val_loss: 0.0311524 | Time: 1844.81 ms [2021-12-02 19:44:43 main:581] : INFO : Epoch 1975 | loss: 0.0311304 | val_loss: 0.031154 | Time: 1817.68 ms [2021-12-02 19:44:45 main:581] : INFO : Epoch 1976 | loss: 0.0311305 | val_loss: 0.0311535 | Time: 1840.94 ms [2021-12-02 19:44:47 main:581] : INFO : Epoch 1977 | loss: 0.0311319 | val_loss: 0.0311542 | Time: 1817.76 ms [2021-12-02 19:44:49 main:581] : INFO : Epoch 1978 | loss: 0.0311338 | val_loss: 0.0311563 | Time: 1866.14 ms [2021-12-02 19:44:51 main:581] : INFO : Epoch 1979 | loss: 0.0311315 | val_loss: 0.031157 | Time: 1882.02 ms [2021-12-02 19:44:53 main:581] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311534 | Time: 1904.73 ms [2021-12-02 19:44:55 main:581] : INFO : Epoch 1981 | loss: 0.0311294 | val_loss: 0.0311514 | Time: 1860.33 ms [2021-12-02 19:44:56 main:581] : INFO : Epoch 1982 | loss: 0.0311279 | val_loss: 0.0311552 | Time: 1851.4 ms [2021-12-02 19:44:58 main:581] : INFO : Epoch 1983 | loss: 0.0311284 | val_loss: 0.0311503 | Time: 1938.25 ms [2021-12-02 19:45:00 main:581] : INFO : Epoch 1984 | loss: 0.0311281 | val_loss: 0.0311528 | Time: 1875.33 ms [2021-12-02 19:45:02 main:581] : INFO : Epoch 1985 | loss: 0.031128 | val_loss: 0.0311548 | Time: 1860.45 ms [2021-12-02 19:45:04 main:581] : INFO : Epoch 1986 | loss: 0.031129 | val_loss: 0.0311564 | Time: 1900.44 ms [2021-12-02 19:45:06 main:581] : INFO : Epoch 1987 | loss: 0.0311279 | val_loss: 0.0311538 | Time: 1914.45 ms [2021-12-02 19:45:08 main:581] : INFO : Epoch 1988 | loss: 0.0311284 | val_loss: 0.0311538 | Time: 1846.66 ms [2021-12-02 19:45:10 main:581] : INFO : Epoch 1989 | loss: 0.0311281 | val_loss: 0.0311509 | Time: 1927.29 ms [2021-12-02 19:45:12 main:581] : INFO : Epoch 1990 | loss: 0.031129 | val_loss: 0.031152 | Time: 1929.66 ms [2021-12-02 19:45:14 main:581] : INFO : Epoch 1991 | loss: 0.031127 | val_loss: 0.0311508 | Time: 1967.11 ms [2021-12-02 19:45:15 main:581] : INFO : Epoch 1992 | loss: 0.031127 | val_loss: 0.0311494 | Time: 1943.04 ms [2021-12-02 19:45:17 main:581] : INFO : Epoch 1993 | loss: 0.0311271 | val_loss: 0.0311539 | Time: 1920.91 ms [2021-12-02 19:45:19 main:581] : INFO : Epoch 1994 | loss: 0.0311259 | val_loss: 0.0311518 | Time: 1894.61 ms [2021-12-02 19:45:21 main:581] : INFO : Epoch 1995 | loss: 0.0311251 | val_loss: 0.0311581 | Time: 1883.26 ms [2021-12-02 19:45:23 main:581] : INFO : Epoch 1996 | loss: 0.0311256 | val_loss: 0.031154 | Time: 1904.29 ms [2021-12-02 19:45:25 main:581] : INFO : Epoch 1997 | loss: 0.031126 | val_loss: 0.0311539 | Time: 1916.93 ms [2021-12-02 19:45:27 main:581] : INFO : Epoch 1998 | loss: 0.0311251 | val_loss: 0.0311513 | Time: 1889.62 ms [2021-12-02 19:45:29 main:581] : INFO : Epoch 1999 | loss: 0.0311278 | val_loss: 0.0311547 | Time: 1950.4 ms [2021-12-02 19:45:31 main:581] : INFO : Epoch 2000 | loss: 0.0311271 | val_loss: 0.0311539 | Time: 1910.79 ms [2021-12-02 19:45:33 main:581] : INFO : Epoch 2001 | loss: 0.031128 | val_loss: 0.031164 | Time: 1920.94 ms [2021-12-02 19:45:35 main:581] : INFO : Epoch 2002 | loss: 0.0311262 | val_loss: 0.0311543 | Time: 1858.07 ms [2021-12-02 19:45:36 main:581] : INFO : Epoch 2003 | loss: 0.031126 | val_loss: 0.0311537 | Time: 1890.36 ms [2021-12-02 19:45:38 main:581] : INFO : Epoch 2004 | loss: 0.0311265 | val_loss: 0.0311516 | Time: 1828.91 ms [2021-12-02 19:45:40 main:581] : INFO : Epoch 2005 | loss: 0.0311253 | val_loss: 0.0311542 | Time: 1805.7 ms [2021-12-02 19:45:42 main:581] : INFO : Epoch 2006 | loss: 0.0311258 | val_loss: 0.0311511 | Time: 1837.98 ms [2021-12-02 19:45:44 main:581] : INFO : Epoch 2007 | loss: 0.031124 | val_loss: 0.0311521 | Time: 1864.62 ms [2021-12-02 19:45:46 main:581] : INFO : Epoch 2008 | loss: 0.0311227 | val_loss: 0.0311492 | Time: 1897.22 ms [2021-12-02 19:45:48 main:581] : INFO : Epoch 2009 | loss: 0.0311217 | val_loss: 0.0311498 | Time: 1881.94 ms [2021-12-02 19:45:49 main:581] : INFO : Epoch 2010 | loss: 0.0311216 | val_loss: 0.0311514 | Time: 1899.87 ms [2021-12-02 19:45:51 main:581] : INFO : Epoch 2011 | loss: 0.0311214 | val_loss: 0.0311497 | Time: 1908.12 ms [2021-12-02 19:45:53 main:581] : INFO : Epoch 2012 | loss: 0.0311213 | val_loss: 0.031152 | Time: 1861.3 ms [2021-12-02 19:45:55 main:581] : INFO : Epoch 2013 | loss: 0.031121 | val_loss: 0.0311545 | Time: 1883.81 ms [2021-12-02 19:45:57 main:581] : INFO : Epoch 2014 | loss: 0.0311205 | val_loss: 0.0311568 | Time: 1888.18 ms [2021-12-02 19:45:59 main:581] : INFO : Epoch 2015 | loss: 0.0311245 | val_loss: 0.0311506 | Time: 1912.39 ms [2021-12-02 19:46:01 main:581] : INFO : Epoch 2016 | loss: 0.0311258 | val_loss: 0.0311532 | Time: 1921.05 ms [2021-12-02 19:46:03 main:581] : INFO : Epoch 2017 | loss: 0.0311244 | val_loss: 0.0311543 | Time: 1862.56 ms [2021-12-02 19:46:05 main:581] : INFO : Epoch 2018 | loss: 0.0311224 | val_loss: 0.0311523 | Time: 1838.64 ms [2021-12-02 19:46:06 main:581] : INFO : Epoch 2019 | loss: 0.0311225 | val_loss: 0.0311503 | Time: 1841.87 ms [2021-12-02 19:46:08 main:581] : INFO : Epoch 2020 | loss: 0.0311212 | val_loss: 0.0311509 | Time: 1825.95 ms [2021-12-02 19:46:10 main:581] : INFO : Epoch 2021 | loss: 0.031123 | val_loss: 0.0311521 | Time: 1860.13 ms [2021-12-02 19:46:12 main:581] : INFO : Epoch 2022 | loss: 0.031125 | val_loss: 0.0311532 | Time: 1849.86 ms [2021-12-02 19:46:14 main:581] : INFO : Epoch 2023 | loss: 0.0311273 | val_loss: 0.0311535 | Time: 1891.52 ms [2021-12-02 19:46:16 main:581] : INFO : Epoch 2024 | loss: 0.0311289 | val_loss: 0.0311533 | Time: 1839.22 ms [2021-12-02 19:46:17 main:581] : INFO : Epoch 2025 | loss: 0.0311279 | val_loss: 0.0311517 | Time: 1860.67 ms [2021-12-02 19:46:19 main:581] : INFO : Epoch 2026 | loss: 0.0311262 | val_loss: 0.0311524 | Time: 1883.98 ms [2021-12-02 19:46:21 main:581] : INFO : Epoch 2027 | loss: 0.031127 | val_loss: 0.0311522 | Time: 1846.69 ms [2021-12-02 19:46:23 main:581] : INFO : Epoch 2028 | loss: 0.0311268 | val_loss: 0.0311493 | Time: 1842.41 ms [2021-12-02 19:46:25 main:581] : INFO : Epoch 2029 | loss: 0.031125 | val_loss: 0.0311533 | Time: 1864.37 ms [2021-12-02 19:46:27 main:581] : INFO : Epoch 2030 | loss: 0.0311254 | val_loss: 0.0311541 | Time: 1870.06 ms [2021-12-02 19:46:29 main:581] : INFO : Epoch 2031 | loss: 0.0311265 | val_loss: 0.031148 | Time: 1900.9 ms [2021-12-02 19:46:31 main:581] : INFO : Epoch 2032 | loss: 0.0311285 | val_loss: 0.0311485 | Time: 1911.78 ms [2021-12-02 19:46:32 main:581] : INFO : Epoch 2033 | loss: 0.0311294 | val_loss: 0.0311465 | Time: 1865.35 ms [2021-12-02 19:46:34 main:581] : INFO : Epoch 2034 | loss: 0.0311262 | val_loss: 0.0311458 | Time: 1899.36 ms [2021-12-02 19:46:36 main:581] : INFO : Epoch 2035 | loss: 0.0311257 | val_loss: 0.0311449 | Time: 1842.28 ms [2021-12-02 19:46:38 main:581] : INFO : Epoch 2036 | loss: 0.0311245 | val_loss: 0.0311465 | Time: 1878.35 ms [2021-12-02 19:46:40 main:581] : INFO : Epoch 2037 | loss: 0.0311245 | val_loss: 0.0311451 | Time: 1859.5 ms [2021-12-02 19:46:42 main:581] : INFO : Epoch 2038 | loss: 0.0311233 | val_loss: 0.0311458 | Time: 1873.57 ms [2021-12-02 19:46:44 main:581] : INFO : Epoch 2039 | loss: 0.0311228 | val_loss: 0.0311475 | Time: 1860.7 ms [2021-12-02 19:46:46 main:581] : INFO : Epoch 2040 | loss: 0.0311222 | val_loss: 0.0311492 | Time: 1826.22 ms [2021-12-02 19:46:47 main:581] : INFO : Epoch 2041 | loss: 0.0311266 | val_loss: 0.0311514 | Time: 1845.03 ms [2021-12-02 19:46:49 main:581] : INFO : Epoch 2042 | loss: 0.0311245 | val_loss: 0.03115 | Time: 1836.92 ms [2021-12-02 19:46:51 main:581] : INFO : Epoch 2043 | loss: 0.0311242 | val_loss: 0.0311478 | Time: 1831.87 ms [2021-12-02 19:46:53 main:581] : INFO : Epoch 2044 | loss: 0.0311239 | val_loss: 0.031149 | Time: 1823.11 ms [2021-12-02 19:46:55 main:581] : INFO : Epoch 2045 | loss: 0.0311211 | val_loss: 0.0311459 | Time: 1825.02 ms [2021-12-02 19:46:57 main:581] : INFO : Epoch 2046 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 1865.86 ms [2021-12-02 19:46:58 main:581] : INFO : Epoch 2047 | loss: 0.0311216 | val_loss: 0.0311522 | Time: 1916.36 ms [2021-12-02 19:47:00 main:581] : INFO : Epoch 2048 | loss: 0.0311216 | val_loss: 0.0311537 | Time: 1885.18 ms [2021-12-02 19:47:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311537 [2021-12-02 19:47:00 main:610] : INFO : Saving end state to config to file [2021-12-02 19:47:00 main:615] : INFO : Success, exiting.. 19:47:00 (15580): 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)