Task 14549030
| Name | ParityModified-1647047639-1570-3-0_0 |
| Workunit | 11575143 |
| Created | 8 Apr 2022, 6:40:23 UTC |
| Sent | 10 Apr 2022, 9:34:24 UTC |
| Report deadline | 18 Apr 2022, 9:34:24 UTC |
| Received | 10 Apr 2022, 11:56:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 10 min 55 sec |
| CPU time | 1 hours 2 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2:37:48 main:574] : INFO : Epoch 1542 | loss: 0.0310715 | val_loss: 0.0311208 | Time: 1895.26 ms [2022-04-10 12:37:50 main:574] : INFO : Epoch 1543 | loss: 0.031073 | val_loss: 0.0311191 | Time: 1964.45 ms [2022-04-10 12:37:52 main:574] : INFO : Epoch 1544 | loss: 0.0310702 | val_loss: 0.0311187 | Time: 1954.53 ms [2022-04-10 12:37:54 main:574] : INFO : Epoch 1545 | loss: 0.0310682 | val_loss: 0.0311153 | Time: 2022.02 ms [2022-04-10 12:37:56 main:574] : INFO : Epoch 1546 | loss: 0.0310666 | val_loss: 0.0311151 | Time: 1940.83 ms [2022-04-10 12:37:58 main:574] : INFO : Epoch 1547 | loss: 0.0310645 | val_loss: 0.0311207 | Time: 1860.87 ms [2022-04-10 12:38:00 main:574] : INFO : Epoch 1548 | loss: 0.0310634 | val_loss: 0.0311209 | Time: 2054.04 ms [2022-04-10 12:38:02 main:574] : INFO : Epoch 1549 | loss: 0.0310633 | val_loss: 0.031117 | Time: 1983.66 ms [2022-04-10 12:38:04 main:574] : INFO : Epoch 1550 | loss: 0.0310616 | val_loss: 0.0311197 | Time: 2069.98 ms [2022-04-10 12:38:07 main:574] : INFO : Epoch 1551 | loss: 0.0310608 | val_loss: 0.0311191 | Time: 1946.63 ms [2022-04-10 12:38:09 main:574] : INFO : Epoch 1552 | loss: 0.0310603 | val_loss: 0.0311184 | Time: 1899.27 ms [2022-04-10 12:38:11 main:574] : INFO : Epoch 1553 | loss: 0.0310586 | val_loss: 0.0311205 | Time: 2004.49 ms [2022-04-10 12:38:13 main:574] : INFO : Epoch 1554 | loss: 0.0310585 | val_loss: 0.0311182 | Time: 1874.14 ms [2022-04-10 12:38:15 main:574] : INFO : Epoch 1555 | loss: 0.0310599 | val_loss: 0.0311213 | Time: 2035.19 ms [2022-04-10 12:38:17 main:574] : INFO : Epoch 1556 | loss: 0.0310579 | val_loss: 0.0311275 | Time: 1923.27 ms [2022-04-10 12:38:19 main:574] : INFO : Epoch 1557 | loss: 0.0310574 | val_loss: 0.0311197 | Time: 1926.6 ms [2022-04-10 12:38:21 main:574] : INFO : Epoch 1558 | loss: 0.0310567 | val_loss: 0.0311184 | Time: 2046.43 ms [2022-04-10 12:38:23 main:574] : INFO : Epoch 1559 | loss: 0.031058 | val_loss: 0.0311258 | Time: 1919.28 ms [2022-04-10 12:38:25 main:574] : INFO : Epoch 1560 | loss: 0.0310607 | val_loss: 0.0311197 | Time: 2089.71 ms [2022-04-10 12:38:27 main:574] : INFO : Epoch 1561 | loss: 0.0310592 | val_loss: 0.0311167 | Time: 1905.08 ms [2022-04-10 12:38:29 main:574] : INFO : Epoch 1562 | loss: 0.0310606 | val_loss: 0.031119 | Time: 1956.82 ms [2022-04-10 12:38:31 main:574] : INFO : Epoch 1563 | loss: 0.0310615 | val_loss: 0.0311158 | Time: 1872.53 ms [2022-04-10 12:38:33 main:574] : INFO : Epoch 1564 | loss: 0.0310618 | val_loss: 0.0311203 | Time: 1846.71 ms [2022-04-10 12:38:35 main:574] : INFO : Epoch 1565 | loss: 0.0310595 | val_loss: 0.0311136 | Time: 2067.97 ms [2022-04-10 12:38:37 main:574] : INFO : Epoch 1566 | loss: 0.0310551 | val_loss: 0.0311198 | Time: 1870.08 ms [2022-04-10 12:38:39 main:574] : INFO : Epoch 1567 | loss: 0.0310693 | val_loss: 0.0311156 | Time: 1866.4 ms [2022-04-10 12:38:41 main:574] : INFO : Epoch 1568 | loss: 0.0310681 | val_loss: 0.0311216 | Time: 1965.32 ms [2022-04-10 12:38:43 main:574] : INFO : Epoch 1569 | loss: 0.0310746 | val_loss: 0.0311203 | Time: 1837.01 ms [2022-04-10 12:38:45 main:574] : INFO : Epoch 1570 | loss: 0.0310692 | val_loss: 0.0311209 | Time: 1922.86 ms [2022-04-10 12:38:47 main:574] : INFO : Epoch 1571 | loss: 0.0310657 | val_loss: 0.03112 | Time: 1879.8 ms [2022-04-10 12:38:49 main:574] : INFO : Epoch 1572 | loss: 0.0310673 | val_loss: 0.0311203 | Time: 1892.2 ms [2022-04-10 12:38:51 main:574] : INFO : Epoch 1573 | loss: 0.0310624 | val_loss: 0.0311217 | Time: 2029.74 ms [2022-04-10 12:38:53 main:574] : INFO : Epoch 1574 | loss: 0.0310855 | val_loss: 0.0311173 | Time: 1923.65 ms [2022-04-10 12:38:55 main:574] : INFO : Epoch 1575 | loss: 0.0310758 | val_loss: 0.0311179 | Time: 1922.98 ms [2022-04-10 12:38:57 main:574] : INFO : Epoch 1576 | loss: 0.0310711 | val_loss: 0.0311209 | Time: 2073.15 ms [2022-04-10 12:38:59 main:574] : INFO : Epoch 1577 | loss: 0.031066 | val_loss: 0.0311194 | Time: 1908.79 ms [2022-04-10 12:39:01 main:574] : INFO : Epoch 1578 | loss: 0.0310626 | val_loss: 0.0311159 | Time: 1847.24 ms [2022-04-10 12:39:03 main:574] : INFO : Epoch 1579 | loss: 0.0310638 | val_loss: 0.0311198 | Time: 1890.3 ms [2022-04-10 12:39:05 main:574] : INFO : Epoch 1580 | loss: 0.0310616 | val_loss: 0.0311172 | Time: 1944.43 ms [2022-04-10 12:39:07 main:574] : INFO : Epoch 1581 | loss: 0.031061 | val_loss: 0.0311215 | Time: 1912.89 ms [2022-04-10 12:39:09 main:574] : INFO : Epoch 1582 | loss: 0.0310595 | val_loss: 0.0311139 | Time: 1973.08 ms [2022-04-10 12:39:11 main:574] : INFO : Epoch 1583 | loss: 0.0310564 | val_loss: 0.031126 | Time: 1874.9 ms [2022-04-10 12:39:13 main:574] : INFO : Epoch 1584 | loss: 0.0310565 | val_loss: 0.0311223 | Time: 1891.67 ms [2022-04-10 12:39:15 main:574] : INFO : Epoch 1585 | loss: 0.0310608 | val_loss: 0.0311206 | Time: 1922.91 ms [2022-04-10 12:39:16 main:574] : INFO : Epoch 1586 | loss: 0.0310566 | val_loss: 0.0311136 | Time: 1818.9 ms [2022-04-10 12:39:18 main:574] : INFO : Epoch 1587 | loss: 0.031059 | val_loss: 0.0311293 | Time: 1864.48 ms [2022-04-10 12:39:20 main:574] : INFO : Epoch 1588 | loss: 0.0310574 | val_loss: 0.0311254 | Time: 1846.21 ms [2022-04-10 12:39:22 main:574] : INFO : Epoch 1589 | loss: 0.0310604 | val_loss: 0.0311247 | Time: 1951.71 ms [2022-04-10 12:39:24 main:574] : INFO : Epoch 1590 | loss: 0.0310606 | val_loss: 0.0311139 | Time: 1940.01 ms [2022-04-10 12:39:26 main:574] : INFO : Epoch 1591 | loss: 0.0310574 | val_loss: 0.0311151 | Time: 1833.27 ms [2022-04-10 12:39:28 main:574] : INFO : Epoch 1592 | loss: 0.031057 | val_loss: 0.0311199 | Time: 1938.29 ms [2022-04-10 12:39:30 main:574] : INFO : Epoch 1593 | loss: 0.0310584 | val_loss: 0.0311207 | Time: 1872.46 ms [2022-04-10 12:39:32 main:574] : INFO : Epoch 1594 | loss: 0.0310576 | val_loss: 0.0311165 | Time: 1874.35 ms [2022-04-10 12:39:34 main:574] : INFO : Epoch 1595 | loss: 0.0310547 | val_loss: 0.0311231 | Time: 1875.83 ms [2022-04-10 12:39:36 main:574] : INFO : Epoch 1596 | loss: 0.0310575 | val_loss: 0.0311225 | Time: 1898.87 ms [2022-04-10 12:39:38 main:574] : INFO : Epoch 1597 | loss: 0.0310571 | val_loss: 0.0311118 | Time: 1863.7 ms [2022-04-10 12:39:40 main:574] : INFO : Epoch 1598 | loss: 0.0310545 | val_loss: 0.0311167 | Time: 1854.86 ms [2022-04-10 12:39:42 main:574] : INFO : Epoch 1599 | loss: 0.0310537 | val_loss: 0.0311187 | Time: 1921.62 ms [2022-04-10 12:39:44 main:574] : INFO : Epoch 1600 | loss: 0.0310538 | val_loss: 0.0311183 | Time: 1898.78 ms [2022-04-10 12:39:46 main:574] : INFO : Epoch 1601 | loss: 0.0310574 | val_loss: 0.0311147 | Time: 1898.67 ms [2022-04-10 12:39:48 main:574] : INFO : Epoch 1602 | loss: 0.031053 | val_loss: 0.0311272 | Time: 1865.96 ms [2022-04-10 12:39:50 main:574] : INFO : Epoch 1603 | loss: 0.0310514 | val_loss: 0.0311176 | Time: 1904.87 ms [2022-04-10 12:39:51 main:574] : INFO : Epoch 1604 | loss: 0.0310509 | val_loss: 0.0311256 | Time: 1880.81 ms [2022-04-10 12:39:53 main:574] : INFO : Epoch 1605 | loss: 0.0310497 | val_loss: 0.0311302 | Time: 1919.96 ms [2022-04-10 12:39:55 main:574] : INFO : Epoch 1606 | loss: 0.0310488 | val_loss: 0.0311185 | Time: 1882.82 ms [2022-04-10 12:39:58 main:574] : INFO : Epoch 1607 | loss: 0.0310478 | val_loss: 0.03112 | Time: 2198.51 ms [2022-04-10 12:40:00 main:574] : INFO : Epoch 1608 | loss: 0.031047 | val_loss: 0.0311279 | Time: 2165.93 ms [2022-04-10 12:40:02 main:574] : INFO : Epoch 1609 | loss: 0.0310476 | val_loss: 0.0311214 | Time: 2015.52 ms [2022-04-10 12:40:04 main:574] : INFO : Epoch 1610 | loss: 0.031048 | val_loss: 0.0311217 | Time: 1979.57 ms [2022-04-10 12:40:06 main:574] : INFO : Epoch 1611 | loss: 0.0310487 | val_loss: 0.0311213 | Time: 1902.46 ms [2022-04-10 12:40:08 main:574] : INFO : Epoch 1612 | loss: 0.0310564 | val_loss: 0.0311242 | Time: 1884.29 ms [2022-04-10 12:40:10 main:574] : INFO : Epoch 1613 | loss: 0.0310593 | val_loss: 0.031117 | Time: 1916.21 ms [2022-04-10 12:40:12 main:574] : INFO : Epoch 1614 | loss: 0.0310555 | val_loss: 0.0311318 | Time: 1868.38 ms [2022-04-10 12:40:14 main:574] : INFO : Epoch 1615 | loss: 0.0310515 | val_loss: 0.0311196 | Time: 1930.37 ms [2022-04-10 12:40:16 main:574] : INFO : Epoch 1616 | loss: 0.0310485 | val_loss: 0.0311198 | Time: 1884.17 ms [2022-04-10 12:40:18 main:574] : INFO : Epoch 1617 | loss: 0.0310488 | val_loss: 0.0311224 | Time: 1858.53 ms [2022-04-10 12:40:20 main:574] : INFO : Epoch 1618 | loss: 0.0310485 | val_loss: 0.0311159 | Time: 1880.65 ms [2022-04-10 12:40:22 main:574] : INFO : Epoch 1619 | loss: 0.0310488 | val_loss: 0.031122 | Time: 1969.85 ms [2022-04-10 12:40:24 main:574] : INFO : Epoch 1620 | loss: 0.0310487 | val_loss: 0.0311186 | Time: 1875.89 ms [2022-04-10 12:40:26 main:574] : INFO : Epoch 1621 | loss: 0.031047 | val_loss: 0.0311183 | Time: 1917.04 ms [2022-04-10 12:40:28 main:574] : INFO : Epoch 1622 | loss: 0.0310472 | val_loss: 0.031127 | Time: 1858.67 ms [2022-04-10 12:40:30 main:574] : INFO : Epoch 1623 | loss: 0.0310461 | val_loss: 0.0311166 | Time: 1924.6 ms [2022-04-10 12:40:31 main:574] : INFO : Epoch 1624 | loss: 0.0310443 | val_loss: 0.0311246 | Time: 1792.73 ms [2022-04-10 12:40:33 main:574] : INFO : Epoch 1625 | loss: 0.0310464 | val_loss: 0.0311312 | Time: 1971.33 ms [2022-04-10 12:40:35 main:574] : INFO : Epoch 1626 | loss: 0.0310467 | val_loss: 0.0311199 | Time: 1877.18 ms [2022-04-10 12:40:37 main:574] : INFO : Epoch 1627 | loss: 0.0310526 | val_loss: 0.0311151 | Time: 1882.95 ms [2022-04-10 12:40:39 main:574] : INFO : Epoch 1628 | loss: 0.0310553 | val_loss: 0.0311223 | Time: 1888.93 ms [2022-04-10 12:40:41 main:574] : INFO : Epoch 1629 | loss: 0.031064 | val_loss: 0.0311393 | Time: 1842.01 ms [2022-04-10 12:40:43 main:574] : INFO : Epoch 1630 | loss: 0.031121 | val_loss: 0.0311379 | Time: 1902.8 ms [2022-04-10 12:40:45 main:574] : INFO : Epoch 1631 | loss: 0.0311092 | val_loss: 0.031121 | Time: 1899.79 ms [2022-04-10 12:40:47 main:574] : INFO : Epoch 1632 | loss: 0.0310943 | val_loss: 0.0311199 | Time: 1848.6 ms [2022-04-10 12:40:49 main:574] : INFO : Epoch 1633 | loss: 0.0310841 | val_loss: 0.0311188 | Time: 1929.5 ms [2022-04-10 12:40:51 main:574] : INFO : Epoch 1634 | loss: 0.0310794 | val_loss: 0.0311182 | Time: 1853.58 ms [2022-04-10 12:40:53 main:574] : INFO : Epoch 1635 | loss: 0.0310793 | val_loss: 0.0311162 | Time: 1839.97 ms [2022-04-10 12:40:55 main:574] : INFO : Epoch 1636 | loss: 0.0310748 | val_loss: 0.0311168 | Time: 1900.08 ms [2022-04-10 12:40:57 main:574] : INFO : Epoch 1637 | loss: 0.03107 | val_loss: 0.031117 | Time: 1856.98 ms [2022-04-10 12:40:59 main:574] : INFO : Epoch 1638 | loss: 0.0310678 | val_loss: 0.0311184 | Time: 1878.64 ms [2022-04-10 12:41:01 main:574] : INFO : Epoch 1639 | loss: 0.0310665 | val_loss: 0.0311184 | Time: 1844.01 ms [2022-04-10 12:41:02 main:574] : INFO : Epoch 1640 | loss: 0.0310644 | val_loss: 0.0311215 | Time: 1907.45 ms [2022-04-10 12:41:05 main:574] : INFO : Epoch 1641 | loss: 0.0310635 | val_loss: 0.031121 | Time: 1938.55 ms [2022-04-10 12:41:07 main:574] : INFO : Epoch 1642 | loss: 0.0310606 | val_loss: 0.0311166 | Time: 1994.36 ms [2022-04-10 12:41:09 main:574] : INFO : Epoch 1643 | loss: 0.0310609 | val_loss: 0.0311172 | Time: 2037.63 ms [2022-04-10 12:41:11 main:574] : INFO : Epoch 1644 | loss: 0.0310597 | val_loss: 0.0311226 | Time: 1978.29 ms [2022-04-10 12:41:13 main:574] : INFO : Epoch 1645 | loss: 0.0310582 | val_loss: 0.0311264 | Time: 1898.07 ms [2022-04-10 12:41:15 main:574] : INFO : Epoch 1646 | loss: 0.031056 | val_loss: 0.0311293 | Time: 1874.4 ms [2022-04-10 12:41:17 main:574] : INFO : Epoch 1647 | loss: 0.031055 | val_loss: 0.0311297 | Time: 1876.92 ms [2022-04-10 12:41:18 main:574] : INFO : Epoch 1648 | loss: 0.031057 | val_loss: 0.031119 | Time: 1905.19 ms [2022-04-10 12:41:20 main:574] : INFO : Epoch 1649 | loss: 0.0310944 | val_loss: 0.0312006 | Time: 1876.07 ms [2022-04-10 12:41:22 main:574] : INFO : Epoch 1650 | loss: 0.031176 | val_loss: 0.031172 | Time: 1816.33 ms [2022-04-10 12:41:24 main:574] : INFO : Epoch 1651 | loss: 0.0311567 | val_loss: 0.031163 | Time: 1943.27 ms [2022-04-10 12:41:26 main:574] : INFO : Epoch 1652 | loss: 0.0311481 | val_loss: 0.0311561 | Time: 1921.93 ms [2022-04-10 12:41:28 main:574] : INFO : Epoch 1653 | loss: 0.0311313 | val_loss: 0.0311392 | Time: 1821.26 ms [2022-04-10 12:41:30 main:574] : INFO : Epoch 1654 | loss: 0.0311219 | val_loss: 0.0311417 | Time: 2003.06 ms [2022-04-10 12:41:32 main:574] : INFO : Epoch 1655 | loss: 0.0311155 | val_loss: 0.0311468 | Time: 1869.49 ms [2022-04-10 12:41:34 main:574] : INFO : Epoch 1656 | loss: 0.0311167 | val_loss: 0.0311356 | Time: 2001.96 ms [2022-04-10 12:41:36 main:574] : INFO : Epoch 1657 | loss: 0.0311141 | val_loss: 0.0311333 | Time: 1894.84 ms [2022-04-10 12:41:38 main:574] : INFO : Epoch 1658 | loss: 0.0311081 | val_loss: 0.0311344 | Time: 1850.15 ms [2022-04-10 12:41:40 main:574] : INFO : Epoch 1659 | loss: 0.031105 | val_loss: 0.0311273 | Time: 2048.65 ms [2022-04-10 12:41:42 main:574] : INFO : Epoch 1660 | loss: 0.031106 | val_loss: 0.0311313 | Time: 1870.27 ms [2022-04-10 12:41:44 main:574] : INFO : Epoch 1661 | loss: 0.0311011 | val_loss: 0.0311287 | Time: 1939.84 ms [2022-04-10 12:41:46 main:574] : INFO : Epoch 1662 | loss: 0.0310995 | val_loss: 0.0311244 | Time: 1893.51 ms [2022-04-10 12:41:48 main:574] : INFO : Epoch 1663 | loss: 0.0310973 | val_loss: 0.0311234 | Time: 1861.71 ms [2022-04-10 12:41:50 main:574] : INFO : Epoch 1664 | loss: 0.0310948 | val_loss: 0.0311176 | Time: 1912.48 ms [2022-04-10 12:41:52 main:574] : INFO : Epoch 1665 | loss: 0.0310902 | val_loss: 0.0311206 | Time: 1908.46 ms [2022-04-10 12:41:54 main:574] : INFO : Epoch 1666 | loss: 0.0310892 | val_loss: 0.0311207 | Time: 1849.95 ms [2022-04-10 12:41:56 main:574] : INFO : Epoch 1667 | loss: 0.03109 | val_loss: 0.0311194 | Time: 1908.82 ms [2022-04-10 12:41:58 main:574] : INFO : Epoch 1668 | loss: 0.0310845 | val_loss: 0.0311151 | Time: 1892.47 ms [2022-04-10 12:42:00 main:574] : INFO : Epoch 1669 | loss: 0.0310837 | val_loss: 0.0311233 | Time: 1894 ms [2022-04-10 12:42:02 main:574] : INFO : Epoch 1670 | loss: 0.0310845 | val_loss: 0.0311201 | Time: 1881.37 ms [2022-04-10 12:42:04 main:574] : INFO : Epoch 1671 | loss: 0.0310853 | val_loss: 0.0311204 | Time: 1939.41 ms [2022-04-10 12:42:06 main:574] : INFO : Epoch 1672 | loss: 0.0310801 | val_loss: 0.0311159 | Time: 1841.1 ms [2022-04-10 12:42:08 main:574] : INFO : Epoch 1673 | loss: 0.0310804 | val_loss: 0.0311134 | Time: 1985.32 ms [2022-04-10 12:42:10 main:574] : INFO : Epoch 1674 | loss: 0.0310814 | val_loss: 0.0311176 | Time: 1894.82 ms [2022-04-10 12:42:12 main:574] : INFO : Epoch 1675 | loss: 0.0310814 | val_loss: 0.031115 | Time: 2150.52 ms [2022-04-10 12:42:14 main:574] : INFO : Epoch 1676 | loss: 0.0310763 | val_loss: 0.0311172 | Time: 1901.41 ms [2022-04-10 12:42:16 main:574] : INFO : Epoch 1677 | loss: 0.0310736 | val_loss: 0.0311129 | Time: 1860.45 ms [2022-04-10 12:42:18 main:574] : INFO : Epoch 1678 | loss: 0.0310705 | val_loss: 0.0311117 | Time: 1980.93 ms [2022-04-10 12:42:20 main:574] : INFO : Epoch 1679 | loss: 0.0310717 | val_loss: 0.0311158 | Time: 1875.03 ms [2022-04-10 12:42:22 main:574] : INFO : Epoch 1680 | loss: 0.0310721 | val_loss: 0.0311124 | Time: 1915.89 ms [2022-04-10 12:42:24 main:574] : INFO : Epoch 1681 | loss: 0.031069 | val_loss: 0.031116 | Time: 1872.98 ms [2022-04-10 12:42:26 main:574] : INFO : Epoch 1682 | loss: 0.0310651 | val_loss: 0.0311138 | Time: 1927.91 ms [2022-04-10 12:42:28 main:574] : INFO : Epoch 1683 | loss: 0.0310652 | val_loss: 0.0311068 | Time: 1925.43 ms [2022-04-10 12:42:30 main:574] : INFO : Epoch 1684 | loss: 0.0310677 | val_loss: 0.0311028 | Time: 1942.49 ms [2022-04-10 12:42:32 main:574] : INFO : Epoch 1685 | loss: 0.0310727 | val_loss: 0.0311105 | Time: 1873.59 ms [2022-04-10 12:42:33 main:574] : INFO : Epoch 1686 | loss: 0.0310769 | val_loss: 0.0311235 | Time: 1832.32 ms [2022-04-10 12:42:35 main:574] : INFO : Epoch 1687 | loss: 0.0310759 | val_loss: 0.0311222 | Time: 1964.05 ms [2022-04-10 12:42:37 main:574] : INFO : Epoch 1688 | loss: 0.0310751 | val_loss: 0.0311132 | Time: 1914.65 ms [2022-04-10 12:42:39 main:574] : INFO : Epoch 1689 | loss: 0.0310686 | val_loss: 0.0311138 | Time: 1881.7 ms [2022-04-10 12:42:41 main:574] : INFO : Epoch 1690 | loss: 0.0310654 | val_loss: 0.031111 | Time: 1951.75 ms [2022-04-10 12:42:43 main:574] : INFO : Epoch 1691 | loss: 0.0310636 | val_loss: 0.0311085 | Time: 1833.71 ms [2022-04-10 12:42:45 main:574] : INFO : Epoch 1692 | loss: 0.0310629 | val_loss: 0.0311122 | Time: 1915.6 ms [2022-04-10 12:42:47 main:574] : INFO : Epoch 1693 | loss: 0.0310658 | val_loss: 0.0311136 | Time: 1990.48 ms [2022-04-10 12:42:49 main:574] : INFO : Epoch 1694 | loss: 0.0310705 | val_loss: 0.0311132 | Time: 1909.02 ms [2022-04-10 12:42:51 main:574] : INFO : Epoch 1695 | loss: 0.0310661 | val_loss: 0.0311132 | Time: 2013.54 ms [2022-04-10 12:42:53 main:574] : INFO : Epoch 1696 | loss: 0.0310614 | val_loss: 0.0311123 | Time: 1842.55 ms [2022-04-10 12:42:55 main:574] : INFO : Epoch 1697 | loss: 0.0310595 | val_loss: 0.0311136 | Time: 1937.88 ms [2022-04-10 12:42:57 main:574] : INFO : Epoch 1698 | loss: 0.0310575 | val_loss: 0.031113 | Time: 1977.32 ms [2022-04-10 12:42:59 main:574] : INFO : Epoch 1699 | loss: 0.0310664 | val_loss: 0.0311308 | Time: 1879.66 ms [2022-04-10 12:43:01 main:574] : INFO : Epoch 1700 | loss: 0.0310945 | val_loss: 0.031124 | Time: 1884.64 ms [2022-04-10 12:43:03 main:574] : INFO : Epoch 1701 | loss: 0.0310904 | val_loss: 0.0311077 | Time: 1817.41 ms [2022-04-10 12:43:05 main:574] : INFO : Epoch 1702 | loss: 0.0310802 | val_loss: 0.0311132 | Time: 1955.94 ms [2022-04-10 12:43:07 main:574] : INFO : Epoch 1703 | loss: 0.0310772 | val_loss: 0.0311099 | Time: 1976.27 ms [2022-04-10 12:43:09 main:574] : INFO : Epoch 1704 | loss: 0.0310727 | val_loss: 0.0311131 | Time: 1897.33 ms [2022-04-10 12:43:11 main:574] : INFO : Epoch 1705 | loss: 0.0310748 | val_loss: 0.0311135 | Time: 1870.11 ms [2022-04-10 12:43:13 main:574] : INFO : Epoch 1706 | loss: 0.0310731 | val_loss: 0.0311081 | Time: 1986.96 ms [2022-04-10 12:43:15 main:574] : INFO : Epoch 1707 | loss: 0.0310708 | val_loss: 0.0311159 | Time: 1926.05 ms [2022-04-10 12:43:17 main:574] : INFO : Epoch 1708 | loss: 0.0310691 | val_loss: 0.0311166 | Time: 1863.35 ms [2022-04-10 12:43:19 main:574] : INFO : Epoch 1709 | loss: 0.0310654 | val_loss: 0.0311076 | Time: 1967.87 ms [2022-04-10 12:43:21 main:574] : INFO : Epoch 1710 | loss: 0.0310638 | val_loss: 0.0311096 | Time: 1991.11 ms [2022-04-10 12:43:23 main:574] : INFO : Epoch 1711 | loss: 0.031064 | val_loss: 0.0311166 | Time: 1887.82 ms [2022-04-10 12:43:25 main:574] : INFO : Epoch 1712 | loss: 0.0310609 | val_loss: 0.0311118 | Time: 2021.82 ms [2022-04-10 12:43:27 main:574] : INFO : Epoch 1713 | loss: 0.03106 | val_loss: 0.0311085 | Time: 1851.25 ms [2022-04-10 12:43:29 main:574] : INFO : Epoch 1714 | loss: 0.0310579 | val_loss: 0.0311067 | Time: 1989.73 ms [2022-04-10 12:43:31 main:574] : INFO : Epoch 1715 | loss: 0.0310571 | val_loss: 0.0311222 | Time: 1891.99 ms [2022-04-10 12:43:33 main:574] : INFO : Epoch 1716 | loss: 0.0310546 | val_loss: 0.0311151 | Time: 1890.52 ms [2022-04-10 12:43:35 main:574] : INFO : Epoch 1717 | loss: 0.0310553 | val_loss: 0.0311112 | Time: 1898.87 ms [2022-04-10 12:43:37 main:574] : INFO : Epoch 1718 | loss: 0.0310563 | val_loss: 0.0311127 | Time: 1849.85 ms [2022-04-10 12:43:39 main:574] : INFO : Epoch 1719 | loss: 0.031053 | val_loss: 0.0311112 | Time: 1911.85 ms [2022-04-10 12:43:41 main:574] : INFO : Epoch 1720 | loss: 0.0310532 | val_loss: 0.0311132 | Time: 1944.9 ms [2022-04-10 12:43:42 main:574] : INFO : Epoch 1721 | loss: 0.031055 | val_loss: 0.0311234 | Time: 1875.64 ms [2022-04-10 12:43:45 main:574] : INFO : Epoch 1722 | loss: 0.031054 | val_loss: 0.0311161 | Time: 2039.79 ms [2022-04-10 12:43:47 main:574] : INFO : Epoch 1723 | loss: 0.0310592 | val_loss: 0.0311036 | Time: 1873.75 ms [2022-04-10 12:43:48 main:574] : INFO : Epoch 1724 | loss: 0.031064 | val_loss: 0.0311086 | Time: 1864.08 ms [2022-04-10 12:43:51 main:574] : INFO : Epoch 1725 | loss: 0.0310638 | val_loss: 0.031114 | Time: 1952.89 ms [2022-04-10 12:43:52 main:574] : INFO : Epoch 1726 | loss: 0.0310621 | val_loss: 0.0311082 | Time: 1875.14 ms [2022-04-10 12:43:55 main:574] : INFO : Epoch 1727 | loss: 0.0310652 | val_loss: 0.0311049 | Time: 1917.87 ms [2022-04-10 12:43:57 main:574] : INFO : Epoch 1728 | loss: 0.0310617 | val_loss: 0.0311113 | Time: 1882.18 ms [2022-04-10 12:43:59 main:574] : INFO : Epoch 1729 | loss: 0.0310622 | val_loss: 0.0311063 | Time: 1895.76 ms [2022-04-10 12:44:01 main:574] : INFO : Epoch 1730 | loss: 0.0310597 | val_loss: 0.0311105 | Time: 2019.17 ms [2022-04-10 12:44:02 main:574] : INFO : Epoch 1731 | loss: 0.0310541 | val_loss: 0.0311093 | Time: 1879.91 ms [2022-04-10 12:44:04 main:574] : INFO : Epoch 1732 | loss: 0.0310575 | val_loss: 0.0311042 | Time: 1841.64 ms [2022-04-10 12:44:06 main:574] : INFO : Epoch 1733 | loss: 0.0310533 | val_loss: 0.0311126 | Time: 1932.13 ms [2022-04-10 12:44:08 main:574] : INFO : Epoch 1734 | loss: 0.031052 | val_loss: 0.0311052 | Time: 1877.41 ms [2022-04-10 12:44:10 main:574] : INFO : Epoch 1735 | loss: 0.0310515 | val_loss: 0.0311174 | Time: 1853.33 ms [2022-04-10 12:44:12 main:574] : INFO : Epoch 1736 | loss: 0.0310529 | val_loss: 0.0311085 | Time: 1975.81 ms [2022-04-10 12:44:14 main:574] : INFO : Epoch 1737 | loss: 0.0310487 | val_loss: 0.0311123 | Time: 1972.21 ms [2022-04-10 12:44:16 main:574] : INFO : Epoch 1738 | loss: 0.0310471 | val_loss: 0.0311091 | Time: 1948 ms [2022-04-10 12:44:18 main:574] : INFO : Epoch 1739 | loss: 0.0310469 | val_loss: 0.0311069 | Time: 2052.63 ms [2022-04-10 12:44:20 main:574] : INFO : Epoch 1740 | loss: 0.0310493 | val_loss: 0.0311124 | Time: 1882.95 ms [2022-04-10 12:44:23 main:574] : INFO : Epoch 1741 | loss: 0.0310509 | val_loss: 0.0311187 | Time: 2030.2 ms [2022-04-10 12:44:25 main:574] : INFO : Epoch 1742 | loss: 0.0310525 | val_loss: 0.031117 | Time: 1888.27 ms [2022-04-10 12:44:27 main:574] : INFO : Epoch 1743 | loss: 0.0310529 | val_loss: 0.0311094 | Time: 2034.86 ms [2022-04-10 12:44:29 main:574] : INFO : Epoch 1744 | loss: 0.0310573 | val_loss: 0.0311135 | Time: 1910.91 ms [2022-04-10 12:44:31 main:574] : INFO : Epoch 1745 | loss: 0.0310542 | val_loss: 0.0311116 | Time: 1942.87 ms [2022-04-10 12:44:33 main:574] : INFO : Epoch 1746 | loss: 0.0310512 | val_loss: 0.031116 | Time: 2124.83 ms [2022-04-10 12:44:35 main:574] : INFO : Epoch 1747 | loss: 0.031053 | val_loss: 0.031111 | Time: 1892.55 ms [2022-04-10 12:44:37 main:574] : INFO : Epoch 1748 | loss: 0.0310518 | val_loss: 0.0311216 | Time: 1921.98 ms [2022-04-10 12:44:39 main:574] : INFO : Epoch 1749 | loss: 0.0310545 | val_loss: 0.0311185 | Time: 1955.1 ms [2022-04-10 12:44:41 main:574] : INFO : Epoch 1750 | loss: 0.0310686 | val_loss: 0.0311029 | Time: 1898.24 ms [2022-04-10 12:44:43 main:574] : INFO : Epoch 1751 | loss: 0.0310627 | val_loss: 0.0311139 | Time: 1899.75 ms [2022-04-10 12:44:45 main:574] : INFO : Epoch 1752 | loss: 0.0310528 | val_loss: 0.0311091 | Time: 1925.62 ms [2022-04-10 12:44:47 main:574] : INFO : Epoch 1753 | loss: 0.03105 | val_loss: 0.0311061 | Time: 1870.25 ms [2022-04-10 12:44:49 main:574] : INFO : Epoch 1754 | loss: 0.0310502 | val_loss: 0.0311059 | Time: 1939.95 ms [2022-04-10 12:44:51 main:574] : INFO : Epoch 1755 | loss: 0.0310503 | val_loss: 0.0311075 | Time: 1859.48 ms [2022-04-10 12:44:52 main:574] : INFO : Epoch 1756 | loss: 0.0310507 | val_loss: 0.0311146 | Time: 1887.45 ms [2022-04-10 12:44:54 main:574] : INFO : Epoch 1757 | loss: 0.0310478 | val_loss: 0.0311188 | Time: 1813.13 ms [2022-04-10 12:44:56 main:574] : INFO : Epoch 1758 | loss: 0.0310505 | val_loss: 0.0311215 | Time: 1913.81 ms [2022-04-10 12:44:58 main:574] : INFO : Epoch 1759 | loss: 0.0310631 | val_loss: 0.0311122 | Time: 1934.37 ms [2022-04-10 12:45:00 main:574] : INFO : Epoch 1760 | loss: 0.0310617 | val_loss: 0.0311065 | Time: 2056.37 ms [2022-04-10 12:45:02 main:574] : INFO : Epoch 1761 | loss: 0.0310548 | val_loss: 0.031105 | Time: 1890.47 ms [2022-04-10 12:45:04 main:574] : INFO : Epoch 1762 | loss: 0.0310578 | val_loss: 0.0311057 | Time: 1930.1 ms [2022-04-10 12:45:06 main:574] : INFO : Epoch 1763 | loss: 0.031058 | val_loss: 0.0311046 | Time: 1892.83 ms [2022-04-10 12:45:08 main:574] : INFO : Epoch 1764 | loss: 0.0310605 | val_loss: 0.0311018 | Time: 1862.71 ms [2022-04-10 12:45:10 main:574] : INFO : Epoch 1765 | loss: 0.0310566 | val_loss: 0.0311084 | Time: 1862.77 ms [2022-04-10 12:45:12 main:574] : INFO : Epoch 1766 | loss: 0.031053 | val_loss: 0.0311062 | Time: 1897.97 ms [2022-04-10 12:45:14 main:574] : INFO : Epoch 1767 | loss: 0.0310503 | val_loss: 0.0311168 | Time: 1832.44 ms [2022-04-10 12:45:16 main:574] : INFO : Epoch 1768 | loss: 0.0310526 | val_loss: 0.0311115 | Time: 1871.13 ms [2022-04-10 12:45:18 main:574] : INFO : Epoch 1769 | loss: 0.0310489 | val_loss: 0.0311095 | Time: 1811.71 ms [2022-04-10 12:45:20 main:574] : INFO : Epoch 1770 | loss: 0.0310484 | val_loss: 0.0311082 | Time: 1954.53 ms [2022-04-10 12:45:22 main:574] : INFO : Epoch 1771 | loss: 0.031046 | val_loss: 0.0311044 | Time: 1896.03 ms [2022-04-10 12:45:24 main:574] : INFO : Epoch 1772 | loss: 0.031045 | val_loss: 0.0311099 | Time: 1917.37 ms [2022-04-10 12:45:25 main:574] : INFO : Epoch 1773 | loss: 0.0310443 | val_loss: 0.0311152 | Time: 1832.33 ms [2022-04-10 12:45:27 main:574] : INFO : Epoch 1774 | loss: 0.0310474 | val_loss: 0.0311158 | Time: 1871.15 ms [2022-04-10 12:45:29 main:574] : INFO : Epoch 1775 | loss: 0.031048 | val_loss: 0.0311146 | Time: 1877.82 ms [2022-04-10 12:45:31 main:574] : INFO : Epoch 1776 | loss: 0.0310455 | val_loss: 0.0311149 | Time: 1801.38 ms [2022-04-10 12:45:33 main:574] : INFO : Epoch 1777 | loss: 0.0310503 | val_loss: 0.0311099 | Time: 2033.04 ms [2022-04-10 12:45:35 main:574] : INFO : Epoch 1778 | loss: 0.0310495 | val_loss: 0.0311159 | Time: 1890.72 ms [2022-04-10 12:45:37 main:574] : INFO : Epoch 1779 | loss: 0.0310443 | val_loss: 0.0311116 | Time: 1906.06 ms [2022-04-10 12:45:40 main:574] : INFO : Epoch 1780 | loss: 0.0310491 | val_loss: 0.0311116 | Time: 2175.47 ms [2022-04-10 12:45:42 main:574] : INFO : Epoch 1781 | loss: 0.0310519 | val_loss: 0.0311131 | Time: 1874.19 ms [2022-04-10 12:45:44 main:574] : INFO : Epoch 1782 | loss: 0.0310469 | val_loss: 0.031111 | Time: 1967.73 ms [2022-04-10 12:45:46 main:574] : INFO : Epoch 1783 | loss: 0.0310484 | val_loss: 0.0311071 | Time: 1863.48 ms [2022-04-10 12:45:47 main:574] : INFO : Epoch 1784 | loss: 0.0310455 | val_loss: 0.0311118 | Time: 1907.61 ms [2022-04-10 12:45:49 main:574] : INFO : Epoch 1785 | loss: 0.031045 | val_loss: 0.0311133 | Time: 1923.68 ms [2022-04-10 12:45:51 main:574] : INFO : Epoch 1786 | loss: 0.0310454 | val_loss: 0.0311175 | Time: 1840.03 ms [2022-04-10 12:45:53 main:574] : INFO : Epoch 1787 | loss: 0.031046 | val_loss: 0.031103 | Time: 1914.83 ms [2022-04-10 12:45:55 main:574] : INFO : Epoch 1788 | loss: 0.031048 | val_loss: 0.0311104 | Time: 1843.59 ms [2022-04-10 12:45:57 main:574] : INFO : Epoch 1789 | loss: 0.0310502 | val_loss: 0.0311106 | Time: 1898.37 ms [2022-04-10 12:45:59 main:574] : INFO : Epoch 1790 | loss: 0.031046 | val_loss: 0.0311089 | Time: 1948.95 ms [2022-04-10 12:46:01 main:574] : INFO : Epoch 1791 | loss: 0.0310469 | val_loss: 0.0311045 | Time: 1889.85 ms [2022-04-10 12:46:03 main:574] : INFO : Epoch 1792 | loss: 0.0310442 | val_loss: 0.031106 | Time: 1883.96 ms [2022-04-10 12:46:05 main:574] : INFO : Epoch 1793 | loss: 0.0310425 | val_loss: 0.0311123 | Time: 1863.07 ms [2022-04-10 12:46:07 main:574] : INFO : Epoch 1794 | loss: 0.031042 | val_loss: 0.0311043 | Time: 1928.66 ms [2022-04-10 12:46:09 main:574] : INFO : Epoch 1795 | loss: 0.0310442 | val_loss: 0.0311084 | Time: 1902.81 ms [2022-04-10 12:46:11 main:574] : INFO : Epoch 1796 | loss: 0.0310401 | val_loss: 0.0311083 | Time: 1891.18 ms [2022-04-10 12:46:13 main:574] : INFO : Epoch 1797 | loss: 0.0310446 | val_loss: 0.0311265 | Time: 1960.45 ms [2022-04-10 12:46:15 main:574] : INFO : Epoch 1798 | loss: 0.0310459 | val_loss: 0.0311143 | Time: 1846.1 ms [2022-04-10 12:46:17 main:574] : INFO : Epoch 1799 | loss: 0.0310538 | val_loss: 0.0311049 | Time: 1938.09 ms [2022-04-10 12:46:19 main:574] : INFO : Epoch 1800 | loss: 0.0310513 | val_loss: 0.0311066 | Time: 1886.37 ms [2022-04-10 12:46:21 main:574] : INFO : Epoch 1801 | loss: 0.0310494 | val_loss: 0.031117 | Time: 1960.22 ms [2022-04-10 12:46:23 main:574] : INFO : Epoch 1802 | loss: 0.0310493 | val_loss: 0.0311068 | Time: 1862.34 ms [2022-04-10 12:46:25 main:574] : INFO : Epoch 1803 | loss: 0.0310465 | val_loss: 0.0311127 | Time: 1854.67 ms [2022-04-10 12:46:27 main:574] : INFO : Epoch 1804 | loss: 0.031043 | val_loss: 0.0311101 | Time: 1886.41 ms [2022-04-10 12:46:29 main:574] : INFO : Epoch 1805 | loss: 0.031042 | val_loss: 0.031114 | Time: 1904.17 ms [2022-04-10 12:46:31 main:574] : INFO : Epoch 1806 | loss: 0.031044 | val_loss: 0.0311092 | Time: 1901.36 ms [2022-04-10 12:46:33 main:574] : INFO : Epoch 1807 | loss: 0.0310433 | val_loss: 0.0311059 | Time: 1883.23 ms [2022-04-10 12:46:35 main:574] : INFO : Epoch 1808 | loss: 0.0310404 | val_loss: 0.0311014 | Time: 2043.37 ms [2022-04-10 12:46:37 main:574] : INFO : Epoch 1809 | loss: 0.0310394 | val_loss: 0.0311133 | Time: 1917.56 ms [2022-04-10 12:46:39 main:574] : INFO : Epoch 1810 | loss: 0.0310523 | val_loss: 0.0311227 | Time: 1942.17 ms [2022-04-10 12:46:41 main:574] : INFO : Epoch 1811 | loss: 0.0310568 | val_loss: 0.0311181 | Time: 2193.2 ms [2022-04-10 12:46:43 main:574] : INFO : Epoch 1812 | loss: 0.0310626 | val_loss: 0.0311167 | Time: 1965.77 ms [2022-04-10 12:46:45 main:574] : INFO : Epoch 1813 | loss: 0.0310629 | val_loss: 0.0311218 | Time: 1950.69 ms [2022-04-10 12:46:47 main:574] : INFO : Epoch 1814 | loss: 0.0310598 | val_loss: 0.0311159 | Time: 2035.79 ms [2022-04-10 12:46:49 main:574] : INFO : Epoch 1815 | loss: 0.0310584 | val_loss: 0.0311198 | Time: 1878.77 ms [2022-04-10 12:46:51 main:574] : INFO : Epoch 1816 | loss: 0.0310518 | val_loss: 0.0311108 | Time: 2067.62 ms [2022-04-10 12:46:53 main:574] : INFO : Epoch 1817 | loss: 0.0310549 | val_loss: 0.0311034 | Time: 1845.99 ms [2022-04-10 12:46:55 main:574] : INFO : Epoch 1818 | loss: 0.0310529 | val_loss: 0.0311088 | Time: 1959.82 ms [2022-04-10 12:46:58 main:574] : INFO : Epoch 1819 | loss: 0.0310524 | val_loss: 0.031117 | Time: 2076.38 ms [2022-04-10 12:47:00 main:574] : INFO : Epoch 1820 | loss: 0.0310558 | val_loss: 0.0311139 | Time: 1942.11 ms [2022-04-10 12:47:02 main:574] : INFO : Epoch 1821 | loss: 0.0310492 | val_loss: 0.0311156 | Time: 1810.85 ms [2022-04-10 12:47:04 main:574] : INFO : Epoch 1822 | loss: 0.0310454 | val_loss: 0.0311091 | Time: 1911.48 ms [2022-04-10 12:47:06 main:574] : INFO : Epoch 1823 | loss: 0.0310413 | val_loss: 0.0311113 | Time: 2035.75 ms [2022-04-10 12:47:08 main:574] : INFO : Epoch 1824 | loss: 0.0310419 | val_loss: 0.0311055 | Time: 1938.86 ms [2022-04-10 12:47:11 main:574] : INFO : Epoch 1825 | loss: 0.0310446 | val_loss: 0.0311016 | Time: 2064.36 ms [2022-04-10 12:47:13 main:574] : INFO : Epoch 1826 | loss: 0.0310501 | val_loss: 0.0310997 | Time: 1905.03 ms [2022-04-10 12:47:15 main:574] : INFO : Epoch 1827 | loss: 0.0310495 | val_loss: 0.0311061 | Time: 2083.02 ms [2022-04-10 12:47:17 main:574] : INFO : Epoch 1828 | loss: 0.0310425 | val_loss: 0.0311125 | Time: 2066.76 ms [2022-04-10 12:47:19 main:574] : INFO : Epoch 1829 | loss: 0.0310433 | val_loss: 0.031115 | Time: 2242.38 ms [2022-04-10 12:47:22 main:574] : INFO : Epoch 1830 | loss: 0.031047 | val_loss: 0.0311208 | Time: 2419.11 ms [2022-04-10 12:47:24 main:574] : INFO : Epoch 1831 | loss: 0.0310461 | val_loss: 0.0311031 | Time: 2217.85 ms [2022-04-10 12:47:26 main:574] : INFO : Epoch 1832 | loss: 0.0310425 | val_loss: 0.0311062 | Time: 2117.15 ms [2022-04-10 12:47:28 main:574] : INFO : Epoch 1833 | loss: 0.0310477 | val_loss: 0.0311122 | Time: 2080.9 ms [2022-04-10 12:47:31 main:574] : INFO : Epoch 1834 | loss: 0.0310493 | val_loss: 0.0311113 | Time: 2051.89 ms [2022-04-10 12:47:34 main:574] : INFO : Epoch 1835 | loss: 0.031048 | val_loss: 0.0311056 | Time: 2154.46 ms [2022-04-10 12:47:37 main:574] : INFO : Epoch 1836 | loss: 0.0310446 | val_loss: 0.0311069 | Time: 2073.32 ms [2022-04-10 12:47:39 main:574] : INFO : Epoch 1837 | loss: 0.0310404 | val_loss: 0.031103 | Time: 2122.85 ms [2022-04-10 12:47:42 main:574] : INFO : Epoch 1838 | loss: 0.0310388 | val_loss: 0.0311065 | Time: 2156.89 ms [2022-04-10 12:47:44 main:574] : INFO : Epoch 1839 | loss: 0.0310518 | val_loss: 0.0311152 | Time: 2053.18 ms [2022-04-10 12:47:47 main:574] : INFO : Epoch 1840 | loss: 0.0310911 | val_loss: 0.0311168 | Time: 2036.16 ms [2022-04-10 12:47:50 main:574] : INFO : Epoch 1841 | loss: 0.0310882 | val_loss: 0.031113 | Time: 2155.24 ms [2022-04-10 12:47:52 main:574] : INFO : Epoch 1842 | loss: 0.0310857 | val_loss: 0.0311144 | Time: 2101.16 ms [2022-04-10 12:47:55 main:574] : INFO : Epoch 1843 | loss: 0.0310805 | val_loss: 0.0311108 | Time: 2203.02 ms [2022-04-10 12:47:57 main:574] : INFO : Epoch 1844 | loss: 0.0310699 | val_loss: 0.0311105 | Time: 2090.68 ms [2022-04-10 12:48:00 main:574] : INFO : Epoch 1845 | loss: 0.0310669 | val_loss: 0.0311091 | Time: 2012.22 ms [2022-04-10 12:48:02 main:574] : INFO : Epoch 1846 | loss: 0.0310667 | val_loss: 0.0311077 | Time: 2038.44 ms [2022-04-10 12:48:04 main:574] : INFO : Epoch 1847 | loss: 0.0310655 | val_loss: 0.0311034 | Time: 1997.83 ms [2022-04-10 12:48:07 main:574] : INFO : Epoch 1848 | loss: 0.0310601 | val_loss: 0.0311074 | Time: 1940.64 ms [2022-04-10 12:48:10 main:574] : INFO : Epoch 1849 | loss: 0.0310569 | val_loss: 0.0311064 | Time: 1987.29 ms [2022-04-10 12:48:13 main:574] : INFO : Epoch 1850 | loss: 0.0310604 | val_loss: 0.0311075 | Time: 2168.08 ms [2022-04-10 12:48:15 main:574] : INFO : Epoch 1851 | loss: 0.0310662 | val_loss: 0.0311015 | Time: 2110.91 ms [2022-04-10 12:48:18 main:574] : INFO : Epoch 1852 | loss: 0.0310722 | val_loss: 0.0311051 | Time: 1996.3 ms [2022-04-10 12:48:21 main:574] : INFO : Epoch 1853 | loss: 0.0310685 | val_loss: 0.0311083 | Time: 2059.62 ms [2022-04-10 12:48:23 main:574] : INFO : Epoch 1854 | loss: 0.0310609 | val_loss: 0.0311006 | Time: 1975 ms [2022-04-10 12:48:26 main:574] : INFO : Epoch 1855 | loss: 0.0310587 | val_loss: 0.0311025 | Time: 2039.12 ms [2022-04-10 12:48:28 main:574] : INFO : Epoch 1856 | loss: 0.031059 | val_loss: 0.0311017 | Time: 2090.23 ms [2022-04-10 12:48:30 main:574] : INFO : Epoch 1857 | loss: 0.0310626 | val_loss: 0.031097 | Time: 1943.03 ms [2022-04-10 12:48:33 main:574] : INFO : Epoch 1858 | loss: 0.0310606 | val_loss: 0.0311 | Time: 1994.97 ms [2022-04-10 12:48:35 main:574] : INFO : Epoch 1859 | loss: 0.0310556 | val_loss: 0.031105 | Time: 2033.99 ms [2022-04-10 12:48:37 main:574] : INFO : Epoch 1860 | loss: 0.0310566 | val_loss: 0.0311176 | Time: 1931.09 ms [2022-04-10 12:48:40 main:574] : INFO : Epoch 1861 | loss: 0.0310586 | val_loss: 0.0311076 | Time: 1938.44 ms [2022-04-10 12:48:44 main:574] : INFO : Epoch 1862 | loss: 0.0310532 | val_loss: 0.0311065 | Time: 2139.03 ms [2022-04-10 12:48:46 main:574] : INFO : Epoch 1863 | loss: 0.0310516 | val_loss: 0.0311077 | Time: 1974.72 ms [2022-04-10 12:48:49 main:574] : INFO : Epoch 1864 | loss: 0.0310576 | val_loss: 0.0311132 | Time: 2010.24 ms [2022-04-10 12:48:51 main:574] : INFO : Epoch 1865 | loss: 0.0310564 | val_loss: 0.0311091 | Time: 1996.98 ms [2022-04-10 12:48:53 main:574] : INFO : Epoch 1866 | loss: 0.031055 | val_loss: 0.0310993 | Time: 1946.49 ms [2022-04-10 12:48:55 main:574] : INFO : Epoch 1867 | loss: 0.0310524 | val_loss: 0.0311013 | Time: 2238.64 ms [2022-04-10 12:48:57 main:574] : INFO : Epoch 1868 | loss: 0.0310749 | val_loss: 0.031115 | Time: 2002.09 ms [2022-04-10 12:48:59 main:574] : INFO : Epoch 1869 | loss: 0.0310819 | val_loss: 0.0311048 | Time: 2068.58 ms [2022-04-10 12:49:01 main:574] : INFO : Epoch 1870 | loss: 0.0310715 | val_loss: 0.0310962 | Time: 2025.33 ms [2022-04-10 12:49:03 main:574] : INFO : Epoch 1871 | loss: 0.0310626 | val_loss: 0.0311039 | Time: 1915.83 ms [2022-04-10 12:49:06 main:574] : INFO : Epoch 1872 | loss: 0.0310591 | val_loss: 0.0311045 | Time: 1898.61 ms [2022-04-10 12:49:08 main:574] : INFO : Epoch 1873 | loss: 0.0310535 | val_loss: 0.0311092 | Time: 1914.59 ms [2022-04-10 12:49:10 main:574] : INFO : Epoch 1874 | loss: 0.0310505 | val_loss: 0.0310997 | Time: 2043.59 ms [2022-04-10 12:49:12 main:574] : INFO : Epoch 1875 | loss: 0.0310511 | val_loss: 0.0310989 | Time: 1885.98 ms [2022-04-10 12:49:14 main:574] : INFO : Epoch 1876 | loss: 0.0310526 | val_loss: 0.0311065 | Time: 1865.78 ms [2022-04-10 12:49:16 main:574] : INFO : Epoch 1877 | loss: 0.0310467 | val_loss: 0.0311107 | Time: 1891.65 ms [2022-04-10 12:49:18 main:574] : INFO : Epoch 1878 | loss: 0.0310447 | val_loss: 0.0311055 | Time: 1981.34 ms [2022-04-10 12:49:20 main:574] : INFO : Epoch 1879 | loss: 0.0310431 | val_loss: 0.0311089 | Time: 1923.56 ms [2022-04-10 12:49:22 main:574] : INFO : Epoch 1880 | loss: 0.0310456 | val_loss: 0.0311064 | Time: 1963.62 ms [2022-04-10 12:49:24 main:574] : INFO : Epoch 1881 | loss: 0.0310467 | val_loss: 0.0311007 | Time: 1907.4 ms [2022-04-10 12:49:26 main:574] : INFO : Epoch 1882 | loss: 0.0310471 | val_loss: 0.031105 | Time: 1858.54 ms [2022-04-10 12:49:27 main:574] : INFO : Epoch 1883 | loss: 0.0310519 | val_loss: 0.0311066 | Time: 1807.11 ms [2022-04-10 12:49:29 main:574] : INFO : Epoch 1884 | loss: 0.0310529 | val_loss: 0.0311001 | Time: 1892.62 ms [2022-04-10 12:49:31 main:574] : INFO : Epoch 1885 | loss: 0.0310471 | val_loss: 0.0310982 | Time: 1838.47 ms [2022-04-10 12:49:33 main:574] : INFO : Epoch 1886 | loss: 0.0310451 | val_loss: 0.0311035 | Time: 1949.76 ms [2022-04-10 12:49:35 main:574] : INFO : Epoch 1887 | loss: 0.0310491 | val_loss: 0.031101 | Time: 1893.21 ms [2022-04-10 12:49:37 main:574] : INFO : Epoch 1888 | loss: 0.0310486 | val_loss: 0.0311041 | Time: 1911.93 ms [2022-04-10 12:49:39 main:574] : INFO : Epoch 1889 | loss: 0.0310497 | val_loss: 0.0311026 | Time: 1892.82 ms [2022-04-10 12:49:41 main:574] : INFO : Epoch 1890 | loss: 0.0310462 | val_loss: 0.0311044 | Time: 1885.08 ms [2022-04-10 12:49:43 main:574] : INFO : Epoch 1891 | loss: 0.0310456 | val_loss: 0.0311026 | Time: 1923.67 ms [2022-04-10 12:49:45 main:574] : INFO : Epoch 1892 | loss: 0.0310456 | val_loss: 0.0310994 | Time: 1886.39 ms [2022-04-10 12:49:47 main:574] : INFO : Epoch 1893 | loss: 0.031045 | val_loss: 0.031107 | Time: 1948.82 ms [2022-04-10 12:49:49 main:574] : INFO : Epoch 1894 | loss: 0.031053 | val_loss: 0.031099 | Time: 1935.95 ms [2022-04-10 12:49:51 main:574] : INFO : Epoch 1895 | loss: 0.0310588 | val_loss: 0.0311011 | Time: 1949.11 ms [2022-04-10 12:49:53 main:574] : INFO : Epoch 1896 | loss: 0.0310536 | val_loss: 0.0311024 | Time: 1877.17 ms [2022-04-10 12:49:55 main:574] : INFO : Epoch 1897 | loss: 0.0310522 | val_loss: 0.0312344 | Time: 1865.47 ms [2022-04-10 12:49:57 main:574] : INFO : Epoch 1898 | loss: 0.0312288 | val_loss: 0.0312534 | Time: 1908.98 ms [2022-04-10 12:49:59 main:574] : INFO : Epoch 1899 | loss: 0.0312251 | val_loss: 0.031196 | Time: 1863.97 ms [2022-04-10 12:50:01 main:574] : INFO : Epoch 1900 | loss: 0.0311778 | val_loss: 0.0311719 | Time: 2075.61 ms [2022-04-10 12:50:04 main:574] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311752 | Time: 2754.51 ms [2022-04-10 12:50:06 main:574] : INFO : Epoch 1902 | loss: 0.03115 | val_loss: 0.031153 | Time: 2404.05 ms [2022-04-10 12:50:09 main:574] : INFO : Epoch 1903 | loss: 0.031137 | val_loss: 0.0311487 | Time: 2596.91 ms [2022-04-10 12:50:11 main:574] : INFO : Epoch 1904 | loss: 0.0311322 | val_loss: 0.0311373 | Time: 2611.03 ms [2022-04-10 12:50:14 main:574] : INFO : Epoch 1905 | loss: 0.0311271 | val_loss: 0.0311319 | Time: 2467.59 ms [2022-04-10 12:50:16 main:574] : INFO : Epoch 1906 | loss: 0.0311219 | val_loss: 0.0311298 | Time: 2402.08 ms [2022-04-10 12:50:19 main:574] : INFO : Epoch 1907 | loss: 0.0311174 | val_loss: 0.031132 | Time: 2244.35 ms [2022-04-10 12:50:21 main:574] : INFO : Epoch 1908 | loss: 0.0311159 | val_loss: 0.0311275 | Time: 2277.77 ms [2022-04-10 12:50:23 main:574] : INFO : Epoch 1909 | loss: 0.0311168 | val_loss: 0.0311251 | Time: 2180.15 ms [2022-04-10 12:50:25 main:574] : INFO : Epoch 1910 | loss: 0.031112 | val_loss: 0.0311207 | Time: 2017.88 ms [2022-04-10 12:50:27 main:574] : INFO : Epoch 1911 | loss: 0.031108 | val_loss: 0.0311216 | Time: 2102.08 ms [2022-04-10 12:50:30 main:574] : INFO : Epoch 1912 | loss: 0.0311082 | val_loss: 0.0311219 | Time: 2175.41 ms [2022-04-10 12:50:32 main:574] : INFO : Epoch 1913 | loss: 0.0311042 | val_loss: 0.0311159 | Time: 2054.18 ms [2022-04-10 12:50:34 main:574] : INFO : Epoch 1914 | loss: 0.0311009 | val_loss: 0.0311241 | Time: 2190.89 ms [2022-04-10 12:50:36 main:574] : INFO : Epoch 1915 | loss: 0.0311003 | val_loss: 0.0311202 | Time: 2061.16 ms [2022-04-10 12:50:38 main:574] : INFO : Epoch 1916 | loss: 0.0310962 | val_loss: 0.0311179 | Time: 2051.92 ms [2022-04-10 12:50:40 main:574] : INFO : Epoch 1917 | loss: 0.0310941 | val_loss: 0.0311192 | Time: 2131.44 ms [2022-04-10 12:50:42 main:574] : INFO : Epoch 1918 | loss: 0.0310957 | val_loss: 0.0311188 | Time: 1949.58 ms [2022-04-10 12:50:45 main:574] : INFO : Epoch 1919 | loss: 0.0310908 | val_loss: 0.0311105 | Time: 2245 ms [2022-04-10 12:50:47 main:574] : INFO : Epoch 1920 | loss: 0.031089 | val_loss: 0.0311114 | Time: 2111.23 ms [2022-04-10 12:50:49 main:574] : INFO : Epoch 1921 | loss: 0.0310858 | val_loss: 0.0311108 | Time: 2123.77 ms [2022-04-10 12:50:52 main:574] : INFO : Epoch 1922 | loss: 0.0310861 | val_loss: 0.031111 | Time: 2466.95 ms [2022-04-10 12:50:54 main:574] : INFO : Epoch 1923 | loss: 0.031079 | val_loss: 0.0311079 | Time: 2128.79 ms [2022-04-10 12:50:56 main:574] : INFO : Epoch 1924 | loss: 0.0310771 | val_loss: 0.0311079 | Time: 2083.11 ms [2022-04-10 12:50:58 main:574] : INFO : Epoch 1925 | loss: 0.0310749 | val_loss: 0.0311067 | Time: 2028.35 ms [2022-04-10 12:51:01 main:574] : INFO : Epoch 1926 | loss: 0.0310775 | val_loss: 0.0311127 | Time: 2058.7 ms [2022-04-10 12:51:03 main:574] : INFO : Epoch 1927 | loss: 0.0310809 | val_loss: 0.0311072 | Time: 2016.01 ms [2022-04-10 12:51:05 main:574] : INFO : Epoch 1928 | loss: 0.0310763 | val_loss: 0.0311043 | Time: 2053.39 ms [2022-04-10 12:51:07 main:574] : INFO : Epoch 1929 | loss: 0.0310753 | val_loss: 0.0311077 | Time: 2223.09 ms [2022-04-10 12:51:09 main:574] : INFO : Epoch 1930 | loss: 0.031072 | val_loss: 0.0311054 | Time: 2098.87 ms [2022-04-10 12:51:11 main:574] : INFO : Epoch 1931 | loss: 0.0310711 | val_loss: 0.0311105 | Time: 2231.15 ms [2022-04-10 12:51:14 main:574] : INFO : Epoch 1932 | loss: 0.03107 | val_loss: 0.0311114 | Time: 2152.7 ms [2022-04-10 12:51:16 main:574] : INFO : Epoch 1933 | loss: 0.0310735 | val_loss: 0.0311194 | Time: 2107.22 ms [2022-04-10 12:51:18 main:574] : INFO : Epoch 1934 | loss: 0.0310669 | val_loss: 0.0311153 | Time: 2194.18 ms [2022-04-10 12:51:20 main:574] : INFO : Epoch 1935 | loss: 0.0310665 | val_loss: 0.0311088 | Time: 2002.65 ms [2022-04-10 12:51:22 main:574] : INFO : Epoch 1936 | loss: 0.0310665 | val_loss: 0.0311154 | Time: 2170.04 ms [2022-04-10 12:51:25 main:574] : INFO : Epoch 1937 | loss: 0.0310693 | val_loss: 0.0311107 | Time: 2219.42 ms [2022-04-10 12:51:27 main:574] : INFO : Epoch 1938 | loss: 0.0310671 | val_loss: 0.0311105 | Time: 2150.41 ms [2022-04-10 12:51:29 main:574] : INFO : Epoch 1939 | loss: 0.0310742 | val_loss: 0.0311122 | Time: 2061.57 ms [2022-04-10 12:51:31 main:574] : INFO : Epoch 1940 | loss: 0.0310723 | val_loss: 0.031111 | Time: 2124.66 ms [2022-04-10 12:51:33 main:574] : INFO : Epoch 1941 | loss: 0.0310671 | val_loss: 0.031123 | Time: 2040.97 ms [2022-04-10 12:51:35 main:574] : INFO : Epoch 1942 | loss: 0.0310655 | val_loss: 0.0311185 | Time: 2092.97 ms [2022-04-10 12:51:38 main:574] : INFO : Epoch 1943 | loss: 0.0310623 | val_loss: 0.0311153 | Time: 2086.98 ms [2022-04-10 12:51:40 main:574] : INFO : Epoch 1944 | loss: 0.0310623 | val_loss: 0.0311128 | Time: 2375.71 ms [2022-04-10 12:51:42 main:574] : INFO : Epoch 1945 | loss: 0.0310671 | val_loss: 0.031118 | Time: 2099.68 ms [2022-04-10 12:51:44 main:574] : INFO : Epoch 1946 | loss: 0.0310673 | val_loss: 0.0311148 | Time: 2134.61 ms [2022-04-10 12:51:46 main:574] : INFO : Epoch 1947 | loss: 0.0310616 | val_loss: 0.0311133 | Time: 1945.2 ms [2022-04-10 12:51:49 main:574] : INFO : Epoch 1948 | loss: 0.0310625 | val_loss: 0.0311028 | Time: 2171.77 ms [2022-04-10 12:51:51 main:574] : INFO : Epoch 1949 | loss: 0.0310623 | val_loss: 0.0311095 | Time: 2125.11 ms [2022-04-10 12:51:53 main:574] : INFO : Epoch 1950 | loss: 0.031063 | val_loss: 0.0311109 | Time: 1983.52 ms [2022-04-10 12:51:55 main:574] : INFO : Epoch 1951 | loss: 0.0310626 | val_loss: 0.0311122 | Time: 2269.86 ms [2022-04-10 12:51:58 main:574] : INFO : Epoch 1952 | loss: 0.031062 | val_loss: 0.0311038 | Time: 2272.76 ms [2022-04-10 12:52:00 main:574] : INFO : Epoch 1953 | loss: 0.0310585 | val_loss: 0.0311077 | Time: 2059.03 ms [2022-04-10 12:52:02 main:574] : INFO : Epoch 1954 | loss: 0.0310576 | val_loss: 0.0311082 | Time: 2088.97 ms [2022-04-10 12:52:04 main:574] : INFO : Epoch 1955 | loss: 0.0310555 | val_loss: 0.0311035 | Time: 1870.45 ms [2022-04-10 12:52:06 main:574] : INFO : Epoch 1956 | loss: 0.0310529 | val_loss: 0.0311065 | Time: 1900.79 ms [2022-04-10 12:52:08 main:574] : INFO : Epoch 1957 | loss: 0.0310572 | val_loss: 0.0311051 | Time: 1853.69 ms [2022-04-10 12:52:10 main:574] : INFO : Epoch 1958 | loss: 0.0310629 | val_loss: 0.0311022 | Time: 1832.11 ms [2022-04-10 12:52:11 main:574] : INFO : Epoch 1959 | loss: 0.0310652 | val_loss: 0.0311052 | Time: 1912.43 ms [2022-04-10 12:52:13 main:574] : INFO : Epoch 1960 | loss: 0.031059 | val_loss: 0.0311066 | Time: 1884.45 ms [2022-04-10 12:52:15 main:574] : INFO : Epoch 1961 | loss: 0.0310607 | val_loss: 0.0311087 | Time: 1855.42 ms [2022-04-10 12:52:17 main:574] : INFO : Epoch 1962 | loss: 0.0310576 | val_loss: 0.0311099 | Time: 1908.39 ms [2022-04-10 12:52:19 main:574] : INFO : Epoch 1963 | loss: 0.0310539 | val_loss: 0.0311072 | Time: 2157.38 ms [2022-04-10 12:52:22 main:574] : INFO : Epoch 1964 | loss: 0.0310657 | val_loss: 0.0311095 | Time: 2076.14 ms [2022-04-10 12:52:24 main:574] : INFO : Epoch 1965 | loss: 0.0310667 | val_loss: 0.0311046 | Time: 1950.27 ms [2022-04-10 12:52:25 main:574] : INFO : Epoch 1966 | loss: 0.0310631 | val_loss: 0.0311122 | Time: 1864.75 ms [2022-04-10 12:52:28 main:574] : INFO : Epoch 1967 | loss: 0.0310659 | val_loss: 0.0311108 | Time: 1947.44 ms [2022-04-10 12:52:29 main:574] : INFO : Epoch 1968 | loss: 0.0310626 | val_loss: 0.0311101 | Time: 1866.93 ms [2022-04-10 12:52:31 main:574] : INFO : Epoch 1969 | loss: 0.0310598 | val_loss: 0.0311063 | Time: 1960.11 ms [2022-04-10 12:52:33 main:574] : INFO : Epoch 1970 | loss: 0.0310582 | val_loss: 0.0311027 | Time: 1870.39 ms [2022-04-10 12:52:35 main:574] : INFO : Epoch 1971 | loss: 0.0310568 | val_loss: 0.0311027 | Time: 1856.37 ms [2022-04-10 12:52:37 main:574] : INFO : Epoch 1972 | loss: 0.0310551 | val_loss: 0.0311032 | Time: 1871.6 ms [2022-04-10 12:52:39 main:574] : INFO : Epoch 1973 | loss: 0.0310554 | val_loss: 0.0311008 | Time: 1841.45 ms [2022-04-10 12:52:41 main:574] : INFO : Epoch 1974 | loss: 0.0310548 | val_loss: 0.0310976 | Time: 1861.46 ms [2022-04-10 12:52:43 main:574] : INFO : Epoch 1975 | loss: 0.0310519 | val_loss: 0.0311007 | Time: 1887.79 ms [2022-04-10 12:52:45 main:574] : INFO : Epoch 1976 | loss: 0.0310487 | val_loss: 0.0311065 | Time: 1915.59 ms [2022-04-10 12:52:47 main:574] : INFO : Epoch 1977 | loss: 0.0310496 | val_loss: 0.0311033 | Time: 1861.19 ms [2022-04-10 12:52:49 main:574] : INFO : Epoch 1978 | loss: 0.0310494 | val_loss: 0.031102 | Time: 2000.58 ms [2022-04-10 12:52:51 main:574] : INFO : Epoch 1979 | loss: 0.0310467 | val_loss: 0.031104 | Time: 1906.5 ms [2022-04-10 12:52:53 main:574] : INFO : Epoch 1980 | loss: 0.0310527 | val_loss: 0.031105 | Time: 1885.25 ms [2022-04-10 12:52:55 main:574] : INFO : Epoch 1981 | loss: 0.031055 | val_loss: 0.0311081 | Time: 1874.9 ms [2022-04-10 12:52:57 main:574] : INFO : Epoch 1982 | loss: 0.0310503 | val_loss: 0.0311103 | Time: 1901.68 ms [2022-04-10 12:52:59 main:574] : INFO : Epoch 1983 | loss: 0.0310483 | val_loss: 0.0311044 | Time: 1842.58 ms [2022-04-10 12:53:01 main:574] : INFO : Epoch 1984 | loss: 0.0310493 | val_loss: 0.0311059 | Time: 1888.5 ms [2022-04-10 12:53:03 main:574] : INFO : Epoch 1985 | loss: 0.0310539 | val_loss: 0.0311041 | Time: 1857.32 ms [2022-04-10 12:53:05 main:574] : INFO : Epoch 1986 | loss: 0.0310605 | val_loss: 0.0311212 | Time: 1946.85 ms [2022-04-10 12:53:07 main:574] : INFO : Epoch 1987 | loss: 0.0310896 | val_loss: 0.0311141 | Time: 1901.28 ms [2022-04-10 12:53:09 main:574] : INFO : Epoch 1988 | loss: 0.0310784 | val_loss: 0.0311025 | Time: 1918.53 ms [2022-04-10 12:53:10 main:574] : INFO : Epoch 1989 | loss: 0.0310637 | val_loss: 0.0311018 | Time: 1870.44 ms [2022-04-10 12:53:12 main:574] : INFO : Epoch 1990 | loss: 0.0310568 | val_loss: 0.0311038 | Time: 1869.98 ms [2022-04-10 12:53:14 main:574] : INFO : Epoch 1991 | loss: 0.0310525 | val_loss: 0.0310987 | Time: 1891.03 ms [2022-04-10 12:53:16 main:574] : INFO : Epoch 1992 | loss: 0.031047 | val_loss: 0.0311027 | Time: 1888.33 ms [2022-04-10 12:53:18 main:574] : INFO : Epoch 1993 | loss: 0.0310456 | val_loss: 0.0311025 | Time: 1904.4 ms [2022-04-10 12:53:20 main:574] : INFO : Epoch 1994 | loss: 0.0310442 | val_loss: 0.031103 | Time: 1870.25 ms [2022-04-10 12:53:22 main:574] : INFO : Epoch 1995 | loss: 0.0310466 | val_loss: 0.0311051 | Time: 1939.06 ms [2022-04-10 12:53:24 main:574] : INFO : Epoch 1996 | loss: 0.0310468 | val_loss: 0.0311064 | Time: 1942.45 ms [2022-04-10 12:53:26 main:574] : INFO : Epoch 1997 | loss: 0.031045 | val_loss: 0.0311025 | Time: 1935.86 ms [2022-04-10 12:53:28 main:574] : INFO : Epoch 1998 | loss: 0.0310455 | val_loss: 0.0311029 | Time: 1859.13 ms [2022-04-10 12:53:30 main:574] : INFO : Epoch 1999 | loss: 0.0310411 | val_loss: 0.0311029 | Time: 1898.53 ms [2022-04-10 12:53:32 main:574] : INFO : Epoch 2000 | loss: 0.0310401 | val_loss: 0.0311056 | Time: 1914.44 ms [2022-04-10 12:53:34 main:574] : INFO : Epoch 2001 | loss: 0.03104 | val_loss: 0.0311043 | Time: 1900.9 ms [2022-04-10 12:53:36 main:574] : INFO : Epoch 2002 | loss: 0.0310384 | val_loss: 0.0311016 | Time: 1883.89 ms [2022-04-10 12:53:38 main:574] : INFO : Epoch 2003 | loss: 0.0310407 | val_loss: 0.0311056 | Time: 1838.96 ms [2022-04-10 12:53:40 main:574] : INFO : Epoch 2004 | loss: 0.0310432 | val_loss: 0.0311016 | Time: 1915.54 ms [2022-04-10 12:53:42 main:574] : INFO : Epoch 2005 | loss: 0.0310569 | val_loss: 0.0311023 | Time: 1858.05 ms [2022-04-10 12:53:44 main:574] : INFO : Epoch 2006 | loss: 0.0310512 | val_loss: 0.0311085 | Time: 2002.21 ms [2022-04-10 12:53:46 main:574] : INFO : Epoch 2007 | loss: 0.0310553 | val_loss: 0.0311066 | Time: 1941.86 ms [2022-04-10 12:53:48 main:574] : INFO : Epoch 2008 | loss: 0.0310572 | val_loss: 0.0311017 | Time: 1815.3 ms [2022-04-10 12:53:50 main:574] : INFO : Epoch 2009 | loss: 0.0310557 | val_loss: 0.031111 | Time: 1939.67 ms [2022-04-10 12:53:52 main:574] : INFO : Epoch 2010 | loss: 0.0310513 | val_loss: 0.0311048 | Time: 1890.54 ms [2022-04-10 12:53:54 main:574] : INFO : Epoch 2011 | loss: 0.0310486 | val_loss: 0.031101 | Time: 1919.91 ms [2022-04-10 12:53:56 main:574] : INFO : Epoch 2012 | loss: 0.0310488 | val_loss: 0.0310972 | Time: 1854.32 ms [2022-04-10 12:53:57 main:574] : INFO : Epoch 2013 | loss: 0.0310484 | val_loss: 0.0311025 | Time: 1867.26 ms [2022-04-10 12:53:59 main:574] : INFO : Epoch 2014 | loss: 0.0310454 | val_loss: 0.0311022 | Time: 1900.62 ms [2022-04-10 12:54:01 main:574] : INFO : Epoch 2015 | loss: 0.031045 | val_loss: 0.0311034 | Time: 1900.45 ms [2022-04-10 12:54:03 main:574] : INFO : Epoch 2016 | loss: 0.0310445 | val_loss: 0.0311051 | Time: 1868.94 ms [2022-04-10 12:54:05 main:574] : INFO : Epoch 2017 | loss: 0.0310431 | val_loss: 0.031108 | Time: 1932.06 ms [2022-04-10 12:54:07 main:574] : INFO : Epoch 2018 | loss: 0.0310444 | val_loss: 0.0311098 | Time: 1950.59 ms [2022-04-10 12:54:09 main:574] : INFO : Epoch 2019 | loss: 0.0310431 | val_loss: 0.0311041 | Time: 1878.47 ms [2022-04-10 12:54:11 main:574] : INFO : Epoch 2020 | loss: 0.0310475 | val_loss: 0.0311016 | Time: 1881.76 ms [2022-04-10 12:54:13 main:574] : INFO : Epoch 2021 | loss: 0.0310489 | val_loss: 0.0311102 | Time: 1909.36 ms [2022-04-10 12:54:15 main:574] : INFO : Epoch 2022 | loss: 0.0310642 | val_loss: 0.0311141 | Time: 1897.51 ms [2022-04-10 12:54:17 main:574] : INFO : Epoch 2023 | loss: 0.031058 | val_loss: 0.0311023 | Time: 1875.76 ms [2022-04-10 12:54:19 main:574] : INFO : Epoch 2024 | loss: 0.0310559 | val_loss: 0.0311051 | Time: 1898.45 ms [2022-04-10 12:54:21 main:574] : INFO : Epoch 2025 | loss: 0.0310506 | val_loss: 0.0311124 | Time: 2051 ms [2022-04-10 12:54:23 main:574] : INFO : Epoch 2026 | loss: 0.0310463 | val_loss: 0.031106 | Time: 1908.52 ms [2022-04-10 12:54:25 main:574] : INFO : Epoch 2027 | loss: 0.0310451 | val_loss: 0.0310998 | Time: 1861.65 ms [2022-04-10 12:54:27 main:574] : INFO : Epoch 2028 | loss: 0.0310454 | val_loss: 0.0310987 | Time: 1883.96 ms [2022-04-10 12:54:29 main:574] : INFO : Epoch 2029 | loss: 0.0310462 | val_loss: 0.0311025 | Time: 1853.1 ms [2022-04-10 12:54:31 main:574] : INFO : Epoch 2030 | loss: 0.0310443 | val_loss: 0.0311186 | Time: 1935.05 ms [2022-04-10 12:54:33 main:574] : INFO : Epoch 2031 | loss: 0.0310437 | val_loss: 0.0311041 | Time: 1981.04 ms [2022-04-10 12:54:35 main:574] : INFO : Epoch 2032 | loss: 0.0310451 | val_loss: 0.031109 | Time: 1867.68 ms [2022-04-10 12:54:37 main:574] : INFO : Epoch 2033 | loss: 0.0310459 | val_loss: 0.0311078 | Time: 2067.66 ms [2022-04-10 12:54:39 main:574] : INFO : Epoch 2034 | loss: 0.0310425 | val_loss: 0.031106 | Time: 1897.32 ms [2022-04-10 12:54:41 main:574] : INFO : Epoch 2035 | loss: 0.0310649 | val_loss: 0.0311061 | Time: 1887.6 ms [2022-04-10 12:54:43 main:574] : INFO : Epoch 2036 | loss: 0.0310782 | val_loss: 0.0311032 | Time: 1913.38 ms [2022-04-10 12:54:45 main:574] : INFO : Epoch 2037 | loss: 0.0310688 | val_loss: 0.0310951 | Time: 1963.68 ms [2022-04-10 12:54:47 main:574] : INFO : Epoch 2038 | loss: 0.0310575 | val_loss: 0.0310955 | Time: 1901.65 ms [2022-04-10 12:54:49 main:574] : INFO : Epoch 2039 | loss: 0.0310533 | val_loss: 0.031101 | Time: 1851.01 ms [2022-04-10 12:54:51 main:574] : INFO : Epoch 2040 | loss: 0.0310492 | val_loss: 0.0310965 | Time: 1884.68 ms [2022-04-10 12:54:53 main:574] : INFO : Epoch 2041 | loss: 0.0310523 | val_loss: 0.0311003 | Time: 1889.86 ms [2022-04-10 12:54:55 main:574] : INFO : Epoch 2042 | loss: 0.0310536 | val_loss: 0.0310986 | Time: 1962.79 ms [2022-04-10 12:54:57 main:574] : INFO : Epoch 2043 | loss: 0.0310564 | val_loss: 0.0310964 | Time: 1914.01 ms [2022-04-10 12:54:59 main:574] : INFO : Epoch 2044 | loss: 0.0310467 | val_loss: 0.031092 | Time: 1860.92 ms [2022-04-10 12:55:01 main:574] : INFO : Epoch 2045 | loss: 0.0310463 | val_loss: 0.0310946 | Time: 1931.49 ms [2022-04-10 12:55:02 main:574] : INFO : Epoch 2046 | loss: 0.0310453 | val_loss: 0.0310949 | Time: 1824.57 ms [2022-04-10 12:55:04 main:574] : INFO : Epoch 2047 | loss: 0.0310428 | val_loss: 0.0310973 | Time: 1922.34 ms [2022-04-10 12:55:06 main:574] : INFO : Epoch 2048 | loss: 0.0310425 | val_loss: 0.0310972 | Time: 1893.71 ms [2022-04-10 12:55:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310972 [2022-04-10 12:55:07 main:603] : INFO : Saving end state to config to file [2022-04-10 12:55:07 main:608] : INFO : Success, exiting.. 12:55:07 (28196): 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)