Task 6501377
| Name | ParityMachine-1627362226-8790-3_1 |
| Workunit | 3986396 |
| Created | 9 Aug 2021, 17:29:01 UTC |
| Sent | 10 Aug 2021, 1:24:25 UTC |
| Report deadline | 17 Aug 2021, 1:24:25 UTC |
| Received | 10 Aug 2021, 11:13:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 1 min 52 sec |
| CPU time | 1 hours 55 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.93 GB |
| Peak swap size | 4.83 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0310903 | val_loss: 0.0311347 | Time: 1841.02 ms [2021-08-10 06:11:39 main:574] : INFO : Epoch 1543 | loss: 0.031089 | val_loss: 0.0311298 | Time: 2112.67 ms [2021-08-10 06:11:41 main:574] : INFO : Epoch 1544 | loss: 0.0310887 | val_loss: 0.0311271 | Time: 2059.61 ms [2021-08-10 06:11:43 main:574] : INFO : Epoch 1545 | loss: 0.031087 | val_loss: 0.0311326 | Time: 1787.17 ms [2021-08-10 06:11:45 main:574] : INFO : Epoch 1546 | loss: 0.0310884 | val_loss: 0.0311307 | Time: 1860.24 ms [2021-08-10 06:11:47 main:574] : INFO : Epoch 1547 | loss: 0.0310894 | val_loss: 0.0311276 | Time: 2002.86 ms [2021-08-10 06:11:49 main:574] : INFO : Epoch 1548 | loss: 0.0310874 | val_loss: 0.0311296 | Time: 2074.53 ms [2021-08-10 06:11:51 main:574] : INFO : Epoch 1549 | loss: 0.0310903 | val_loss: 0.0311302 | Time: 1892.89 ms [2021-08-10 06:11:53 main:574] : INFO : Epoch 1550 | loss: 0.0310939 | val_loss: 0.031133 | Time: 1851.56 ms [2021-08-10 06:11:55 main:574] : INFO : Epoch 1551 | loss: 0.0310939 | val_loss: 0.0311369 | Time: 1881.5 ms [2021-08-10 06:11:57 main:574] : INFO : Epoch 1552 | loss: 0.0310963 | val_loss: 0.031134 | Time: 2124.19 ms [2021-08-10 06:11:59 main:574] : INFO : Epoch 1553 | loss: 0.0310902 | val_loss: 0.0311305 | Time: 2059.68 ms [2021-08-10 06:12:01 main:574] : INFO : Epoch 1554 | loss: 0.031088 | val_loss: 0.0311295 | Time: 1808.33 ms [2021-08-10 06:12:02 main:574] : INFO : Epoch 1555 | loss: 0.031087 | val_loss: 0.0311302 | Time: 1827.45 ms [2021-08-10 06:12:04 main:574] : INFO : Epoch 1556 | loss: 0.0310859 | val_loss: 0.0311288 | Time: 1974.11 ms [2021-08-10 06:12:07 main:574] : INFO : Epoch 1557 | loss: 0.0310833 | val_loss: 0.0311359 | Time: 2119.29 ms [2021-08-10 06:12:08 main:574] : INFO : Epoch 1558 | loss: 0.0310867 | val_loss: 0.0311366 | Time: 1885.87 ms [2021-08-10 06:12:10 main:574] : INFO : Epoch 1559 | loss: 0.0310851 | val_loss: 0.031129 | Time: 1778.7 ms [2021-08-10 06:12:12 main:574] : INFO : Epoch 1560 | loss: 0.0310867 | val_loss: 0.0311318 | Time: 1945.04 ms [2021-08-10 06:12:14 main:574] : INFO : Epoch 1561 | loss: 0.0310859 | val_loss: 0.03113 | Time: 2118.37 ms [2021-08-10 06:12:16 main:574] : INFO : Epoch 1562 | loss: 0.0310879 | val_loss: 0.0311258 | Time: 2058.08 ms [2021-08-10 06:12:18 main:574] : INFO : Epoch 1563 | loss: 0.0310878 | val_loss: 0.0311304 | Time: 1752.21 ms [2021-08-10 06:12:20 main:574] : INFO : Epoch 1564 | loss: 0.031086 | val_loss: 0.031136 | Time: 1765 ms [2021-08-10 06:12:22 main:574] : INFO : Epoch 1565 | loss: 0.0310867 | val_loss: 0.0311268 | Time: 2087.3 ms [2021-08-10 06:12:24 main:574] : INFO : Epoch 1566 | loss: 0.0310873 | val_loss: 0.0311265 | Time: 2088.33 ms [2021-08-10 06:12:26 main:574] : INFO : Epoch 1567 | loss: 0.0310844 | val_loss: 0.0311309 | Time: 1944.2 ms [2021-08-10 06:12:28 main:574] : INFO : Epoch 1568 | loss: 0.031085 | val_loss: 0.0311302 | Time: 1803.73 ms [2021-08-10 06:12:30 main:574] : INFO : Epoch 1569 | loss: 0.0310847 | val_loss: 0.031134 | Time: 1875.13 ms [2021-08-10 06:12:32 main:574] : INFO : Epoch 1570 | loss: 0.0310835 | val_loss: 0.0311347 | Time: 2146.95 ms [2021-08-10 06:12:34 main:574] : INFO : Epoch 1571 | loss: 0.0310828 | val_loss: 0.0311386 | Time: 2105.06 ms [2021-08-10 06:12:36 main:574] : INFO : Epoch 1572 | loss: 0.0310854 | val_loss: 0.0311335 | Time: 1845.92 ms [2021-08-10 06:12:38 main:574] : INFO : Epoch 1573 | loss: 0.0310816 | val_loss: 0.0311318 | Time: 1779.98 ms [2021-08-10 06:12:40 main:574] : INFO : Epoch 1574 | loss: 0.0310834 | val_loss: 0.0311385 | Time: 1977.83 ms [2021-08-10 06:12:42 main:574] : INFO : Epoch 1575 | loss: 0.0310796 | val_loss: 0.0311306 | Time: 2092.96 ms [2021-08-10 06:12:44 main:574] : INFO : Epoch 1576 | loss: 0.0310819 | val_loss: 0.0311352 | Time: 1880.3 ms [2021-08-10 06:12:46 main:574] : INFO : Epoch 1577 | loss: 0.0310822 | val_loss: 0.0311296 | Time: 1852.35 ms [2021-08-10 06:12:47 main:574] : INFO : Epoch 1578 | loss: 0.031083 | val_loss: 0.0311349 | Time: 1866.57 ms [2021-08-10 06:12:50 main:574] : INFO : Epoch 1579 | loss: 0.0310797 | val_loss: 0.0311316 | Time: 2104.59 ms [2021-08-10 06:12:52 main:574] : INFO : Epoch 1580 | loss: 0.0310825 | val_loss: 0.0311329 | Time: 2062.49 ms [2021-08-10 06:12:53 main:574] : INFO : Epoch 1581 | loss: 0.031108 | val_loss: 0.0311395 | Time: 1817.31 ms [2021-08-10 06:12:55 main:574] : INFO : Epoch 1582 | loss: 0.0311076 | val_loss: 0.031139 | Time: 1801.66 ms [2021-08-10 06:12:57 main:574] : INFO : Epoch 1583 | loss: 0.0311037 | val_loss: 0.0311316 | Time: 2012.69 ms [2021-08-10 06:12:59 main:574] : INFO : Epoch 1584 | loss: 0.0311074 | val_loss: 0.0311399 | Time: 2166.22 ms [2021-08-10 06:13:01 main:574] : INFO : Epoch 1585 | loss: 0.0311095 | val_loss: 0.0311318 | Time: 1965 ms [2021-08-10 06:13:03 main:574] : INFO : Epoch 1586 | loss: 0.0311033 | val_loss: 0.0311305 | Time: 1844.69 ms [2021-08-10 06:13:05 main:574] : INFO : Epoch 1587 | loss: 0.0311048 | val_loss: 0.0311281 | Time: 1843.52 ms [2021-08-10 06:13:07 main:574] : INFO : Epoch 1588 | loss: 0.0311042 | val_loss: 0.0311273 | Time: 2062.21 ms [2021-08-10 06:13:09 main:574] : INFO : Epoch 1589 | loss: 0.0311191 | val_loss: 0.0311421 | Time: 2098.07 ms [2021-08-10 06:13:11 main:574] : INFO : Epoch 1590 | loss: 0.0311254 | val_loss: 0.0311376 | Time: 1801.04 ms [2021-08-10 06:13:13 main:574] : INFO : Epoch 1591 | loss: 0.0311224 | val_loss: 0.0311361 | Time: 1788.17 ms [2021-08-10 06:13:15 main:574] : INFO : Epoch 1592 | loss: 0.031116 | val_loss: 0.0311328 | Time: 1986.48 ms [2021-08-10 06:13:17 main:574] : INFO : Epoch 1593 | loss: 0.031109 | val_loss: 0.0311306 | Time: 2055.3 ms [2021-08-10 06:13:19 main:574] : INFO : Epoch 1594 | loss: 0.0311068 | val_loss: 0.0311303 | Time: 1919.57 ms [2021-08-10 06:13:21 main:574] : INFO : Epoch 1595 | loss: 0.0311052 | val_loss: 0.0311317 | Time: 1846.26 ms [2021-08-10 06:13:23 main:574] : INFO : Epoch 1596 | loss: 0.0311038 | val_loss: 0.0311338 | Time: 1843.09 ms [2021-08-10 06:13:25 main:574] : INFO : Epoch 1597 | loss: 0.0311051 | val_loss: 0.0311306 | Time: 2119.44 ms [2021-08-10 06:13:27 main:574] : INFO : Epoch 1598 | loss: 0.0311123 | val_loss: 0.0311286 | Time: 2002.27 ms [2021-08-10 06:13:29 main:574] : INFO : Epoch 1599 | loss: 0.0311063 | val_loss: 0.0311277 | Time: 1803.29 ms [2021-08-10 06:13:30 main:574] : INFO : Epoch 1600 | loss: 0.0311036 | val_loss: 0.0311289 | Time: 1794.41 ms [2021-08-10 06:13:32 main:574] : INFO : Epoch 1601 | loss: 0.0311036 | val_loss: 0.0311272 | Time: 2030.05 ms [2021-08-10 06:13:35 main:574] : INFO : Epoch 1602 | loss: 0.0311034 | val_loss: 0.0311247 | Time: 2151.14 ms [2021-08-10 06:13:36 main:574] : INFO : Epoch 1603 | loss: 0.0310976 | val_loss: 0.0311233 | Time: 1932.46 ms [2021-08-10 06:13:38 main:574] : INFO : Epoch 1604 | loss: 0.0310972 | val_loss: 0.0311236 | Time: 1835.59 ms [2021-08-10 06:13:40 main:574] : INFO : Epoch 1605 | loss: 0.0310962 | val_loss: 0.031122 | Time: 1882.34 ms [2021-08-10 06:13:42 main:574] : INFO : Epoch 1606 | loss: 0.0310966 | val_loss: 0.0311236 | Time: 2090.47 ms [2021-08-10 06:13:44 main:574] : INFO : Epoch 1607 | loss: 0.0310967 | val_loss: 0.0311214 | Time: 2020.03 ms [2021-08-10 06:13:46 main:574] : INFO : Epoch 1608 | loss: 0.0310954 | val_loss: 0.0311187 | Time: 1808.72 ms [2021-08-10 06:13:48 main:574] : INFO : Epoch 1609 | loss: 0.0310935 | val_loss: 0.0311219 | Time: 1826.09 ms [2021-08-10 06:13:50 main:574] : INFO : Epoch 1610 | loss: 0.0310909 | val_loss: 0.0311215 | Time: 2040.13 ms [2021-08-10 06:13:53 main:574] : INFO : Epoch 1611 | loss: 0.0310909 | val_loss: 0.0311209 | Time: 2523.83 ms [2021-08-10 06:13:55 main:574] : INFO : Epoch 1612 | loss: 0.0310918 | val_loss: 0.0311273 | Time: 2071.48 ms [2021-08-10 06:13:57 main:574] : INFO : Epoch 1613 | loss: 0.0310941 | val_loss: 0.0311305 | Time: 1881.24 ms [2021-08-10 06:13:58 main:574] : INFO : Epoch 1614 | loss: 0.0310933 | val_loss: 0.0311219 | Time: 1796.22 ms [2021-08-10 06:14:00 main:574] : INFO : Epoch 1615 | loss: 0.0310964 | val_loss: 0.0311261 | Time: 1909.29 ms [2021-08-10 06:14:02 main:574] : INFO : Epoch 1616 | loss: 0.031098 | val_loss: 0.0311219 | Time: 2051.94 ms [2021-08-10 06:14:04 main:574] : INFO : Epoch 1617 | loss: 0.0310968 | val_loss: 0.0311258 | Time: 1942.88 ms [2021-08-10 06:14:06 main:574] : INFO : Epoch 1618 | loss: 0.0310957 | val_loss: 0.0311225 | Time: 1808.07 ms [2021-08-10 06:14:08 main:574] : INFO : Epoch 1619 | loss: 0.0310913 | val_loss: 0.0311231 | Time: 1835.95 ms [2021-08-10 06:14:10 main:574] : INFO : Epoch 1620 | loss: 0.0310894 | val_loss: 0.0311219 | Time: 2129.27 ms [2021-08-10 06:14:12 main:574] : INFO : Epoch 1621 | loss: 0.031089 | val_loss: 0.0311198 | Time: 2078.58 ms [2021-08-10 06:14:14 main:574] : INFO : Epoch 1622 | loss: 0.0310896 | val_loss: 0.0311218 | Time: 1820.27 ms [2021-08-10 06:14:16 main:574] : INFO : Epoch 1623 | loss: 0.0310869 | val_loss: 0.0311196 | Time: 1821.06 ms [2021-08-10 06:14:18 main:574] : INFO : Epoch 1624 | loss: 0.0310931 | val_loss: 0.0311224 | Time: 1995.22 ms [2021-08-10 06:14:20 main:574] : INFO : Epoch 1625 | loss: 0.0310923 | val_loss: 0.0311215 | Time: 2064.04 ms [2021-08-10 06:14:22 main:574] : INFO : Epoch 1626 | loss: 0.0310902 | val_loss: 0.0311203 | Time: 1954.23 ms [2021-08-10 06:14:24 main:574] : INFO : Epoch 1627 | loss: 0.0310888 | val_loss: 0.0311237 | Time: 1921.71 ms [2021-08-10 06:14:26 main:574] : INFO : Epoch 1628 | loss: 0.0310849 | val_loss: 0.031122 | Time: 1843.12 ms [2021-08-10 06:14:28 main:574] : INFO : Epoch 1629 | loss: 0.0310836 | val_loss: 0.0311204 | Time: 2081.97 ms [2021-08-10 06:14:30 main:574] : INFO : Epoch 1630 | loss: 0.031084 | val_loss: 0.0311221 | Time: 2154.29 ms [2021-08-10 06:14:32 main:574] : INFO : Epoch 1631 | loss: 0.0310894 | val_loss: 0.0311254 | Time: 1898.32 ms [2021-08-10 06:14:34 main:574] : INFO : Epoch 1632 | loss: 0.0310868 | val_loss: 0.031125 | Time: 1791.37 ms [2021-08-10 06:14:36 main:574] : INFO : Epoch 1633 | loss: 0.0310891 | val_loss: 0.0311257 | Time: 1908.96 ms [2021-08-10 06:14:38 main:574] : INFO : Epoch 1634 | loss: 0.031087 | val_loss: 0.0311238 | Time: 2084.87 ms [2021-08-10 06:14:40 main:574] : INFO : Epoch 1635 | loss: 0.0310912 | val_loss: 0.0311234 | Time: 1983.58 ms [2021-08-10 06:14:42 main:574] : INFO : Epoch 1636 | loss: 0.0310924 | val_loss: 0.0311298 | Time: 1870.3 ms [2021-08-10 06:14:43 main:574] : INFO : Epoch 1637 | loss: 0.0310936 | val_loss: 0.0311285 | Time: 1827.67 ms [2021-08-10 06:14:45 main:574] : INFO : Epoch 1638 | loss: 0.0310896 | val_loss: 0.0311267 | Time: 2118.86 ms [2021-08-10 06:14:48 main:574] : INFO : Epoch 1639 | loss: 0.0310878 | val_loss: 0.0311216 | Time: 2084.73 ms [2021-08-10 06:14:49 main:574] : INFO : Epoch 1640 | loss: 0.0310868 | val_loss: 0.0311242 | Time: 1913.86 ms [2021-08-10 06:14:51 main:574] : INFO : Epoch 1641 | loss: 0.0310841 | val_loss: 0.0311275 | Time: 1844.13 ms [2021-08-10 06:15:03 main:574] : INFO : Epoch 1642 | loss: 0.0310843 | val_loss: 0.0311288 | Time: 11953.8 ms [2021-08-10 06:15:05 main:574] : INFO : Epoch 1643 | loss: 0.0310844 | val_loss: 0.0311255 | Time: 2065.82 ms [2021-08-10 06:15:07 main:574] : INFO : Epoch 1644 | loss: 0.031082 | val_loss: 0.0311258 | Time: 2053.9 ms [2021-08-10 06:15:09 main:574] : INFO : Epoch 1645 | loss: 0.0310846 | val_loss: 0.0311209 | Time: 1790.72 ms [2021-08-10 06:15:11 main:574] : INFO : Epoch 1646 | loss: 0.0310863 | val_loss: 0.031124 | Time: 1853.23 ms [2021-08-10 06:15:13 main:574] : INFO : Epoch 1647 | loss: 0.0310867 | val_loss: 0.0311201 | Time: 1987.25 ms [2021-08-10 06:15:15 main:574] : INFO : Epoch 1648 | loss: 0.0310821 | val_loss: 0.0311224 | Time: 2049.86 ms [2021-08-10 06:15:17 main:574] : INFO : Epoch 1649 | loss: 0.0310806 | val_loss: 0.0311235 | Time: 1841.18 ms [2021-08-10 06:15:19 main:574] : INFO : Epoch 1650 | loss: 0.0310818 | val_loss: 0.0311255 | Time: 1765.65 ms [2021-08-10 06:15:21 main:574] : INFO : Epoch 1651 | loss: 0.0310806 | val_loss: 0.0311219 | Time: 1921.3 ms [2021-08-10 06:15:23 main:574] : INFO : Epoch 1652 | loss: 0.0310794 | val_loss: 0.031117 | Time: 2082.59 ms [2021-08-10 06:15:25 main:574] : INFO : Epoch 1653 | loss: 0.0310832 | val_loss: 0.0311251 | Time: 1995.51 ms [2021-08-10 06:15:27 main:574] : INFO : Epoch 1654 | loss: 0.0310849 | val_loss: 0.0311203 | Time: 1797.58 ms [2021-08-10 06:15:28 main:574] : INFO : Epoch 1655 | loss: 0.0310842 | val_loss: 0.0311218 | Time: 1820.01 ms [2021-08-10 06:15:31 main:574] : INFO : Epoch 1656 | loss: 0.0310805 | val_loss: 0.031124 | Time: 2089.76 ms [2021-08-10 06:15:33 main:574] : INFO : Epoch 1657 | loss: 0.0310838 | val_loss: 0.0311216 | Time: 2028.75 ms [2021-08-10 06:15:34 main:574] : INFO : Epoch 1658 | loss: 0.0310814 | val_loss: 0.0311231 | Time: 1778.84 ms [2021-08-10 06:15:36 main:574] : INFO : Epoch 1659 | loss: 0.0310806 | val_loss: 0.0311233 | Time: 1767.99 ms [2021-08-10 06:15:38 main:574] : INFO : Epoch 1660 | loss: 0.0310791 | val_loss: 0.0311242 | Time: 2011.44 ms [2021-08-10 06:15:40 main:574] : INFO : Epoch 1661 | loss: 0.0310786 | val_loss: 0.0311208 | Time: 2022.39 ms [2021-08-10 06:15:42 main:574] : INFO : Epoch 1662 | loss: 0.0310775 | val_loss: 0.0311254 | Time: 1848.66 ms [2021-08-10 06:15:44 main:574] : INFO : Epoch 1663 | loss: 0.0310788 | val_loss: 0.0311294 | Time: 1828.53 ms [2021-08-10 06:15:46 main:574] : INFO : Epoch 1664 | loss: 0.03108 | val_loss: 0.0311295 | Time: 1960.72 ms [2021-08-10 06:15:48 main:574] : INFO : Epoch 1665 | loss: 0.0310813 | val_loss: 0.0311356 | Time: 2062.4 ms [2021-08-10 06:15:50 main:574] : INFO : Epoch 1666 | loss: 0.0311003 | val_loss: 0.031169 | Time: 1966.36 ms [2021-08-10 06:15:52 main:574] : INFO : Epoch 1667 | loss: 0.0338278 | val_loss: 0.0344773 | Time: 1774.86 ms [2021-08-10 06:15:54 main:574] : INFO : Epoch 1668 | loss: 0.0327029 | val_loss: 0.0315337 | Time: 1819.66 ms [2021-08-10 06:16:06 main:574] : INFO : Epoch 1669 | loss: 0.0331683 | val_loss: 0.0318923 | Time: 12270.9 ms [2021-08-10 06:16:08 main:574] : INFO : Epoch 1670 | loss: 0.0314761 | val_loss: 0.0312118 | Time: 2080.48 ms [2021-08-10 06:16:10 main:574] : INFO : Epoch 1671 | loss: 0.0311645 | val_loss: 0.0311481 | Time: 1833.72 ms [2021-08-10 06:16:12 main:574] : INFO : Epoch 1672 | loss: 0.0311205 | val_loss: 0.0311282 | Time: 1835.78 ms [2021-08-10 06:16:14 main:574] : INFO : Epoch 1673 | loss: 0.0311129 | val_loss: 0.031129 | Time: 1925.87 ms [2021-08-10 06:16:16 main:574] : INFO : Epoch 1674 | loss: 0.0311105 | val_loss: 0.0311249 | Time: 2049.99 ms [2021-08-10 06:16:18 main:574] : INFO : Epoch 1675 | loss: 0.0311016 | val_loss: 0.0311304 | Time: 1990.36 ms [2021-08-10 06:16:19 main:574] : INFO : Epoch 1676 | loss: 0.0310967 | val_loss: 0.0311279 | Time: 1827.65 ms [2021-08-10 06:16:21 main:574] : INFO : Epoch 1677 | loss: 0.0310955 | val_loss: 0.0311265 | Time: 1783.26 ms [2021-08-10 06:16:23 main:574] : INFO : Epoch 1678 | loss: 0.0310924 | val_loss: 0.0311252 | Time: 2040.44 ms [2021-08-10 06:16:25 main:574] : INFO : Epoch 1679 | loss: 0.0310922 | val_loss: 0.0311271 | Time: 2096.97 ms [2021-08-10 06:16:27 main:574] : INFO : Epoch 1680 | loss: 0.0310914 | val_loss: 0.0311214 | Time: 1797.83 ms [2021-08-10 06:16:29 main:574] : INFO : Epoch 1681 | loss: 0.0310901 | val_loss: 0.0311257 | Time: 1786.63 ms [2021-08-10 06:16:31 main:574] : INFO : Epoch 1682 | loss: 0.0310861 | val_loss: 0.0311246 | Time: 1965.96 ms [2021-08-10 06:16:33 main:574] : INFO : Epoch 1683 | loss: 0.0310877 | val_loss: 0.0311237 | Time: 2076.55 ms [2021-08-10 06:16:35 main:574] : INFO : Epoch 1684 | loss: 0.0310872 | val_loss: 0.0311238 | Time: 1885.7 ms [2021-08-10 06:16:37 main:574] : INFO : Epoch 1685 | loss: 0.0310859 | val_loss: 0.0311236 | Time: 1751.28 ms [2021-08-10 06:16:39 main:574] : INFO : Epoch 1686 | loss: 0.0310855 | val_loss: 0.0311216 | Time: 1952.63 ms [2021-08-10 06:16:41 main:574] : INFO : Epoch 1687 | loss: 0.0310849 | val_loss: 0.0311209 | Time: 2098.22 ms [2021-08-10 06:16:43 main:574] : INFO : Epoch 1688 | loss: 0.0310836 | val_loss: 0.031121 | Time: 2058.67 ms [2021-08-10 06:16:45 main:574] : INFO : Epoch 1689 | loss: 0.0310821 | val_loss: 0.0311237 | Time: 1795.45 ms [2021-08-10 06:16:46 main:574] : INFO : Epoch 1690 | loss: 0.0310799 | val_loss: 0.0311265 | Time: 1792.19 ms [2021-08-10 06:16:49 main:574] : INFO : Epoch 1691 | loss: 0.0310814 | val_loss: 0.0311274 | Time: 2057.06 ms [2021-08-10 06:16:51 main:574] : INFO : Epoch 1692 | loss: 0.0310803 | val_loss: 0.031119 | Time: 2118.26 ms [2021-08-10 06:16:53 main:574] : INFO : Epoch 1693 | loss: 0.031081 | val_loss: 0.0311227 | Time: 1919.48 ms [2021-08-10 06:16:54 main:574] : INFO : Epoch 1694 | loss: 0.0310813 | val_loss: 0.0311252 | Time: 1782.48 ms [2021-08-10 06:16:56 main:574] : INFO : Epoch 1695 | loss: 0.0310815 | val_loss: 0.0311203 | Time: 1887.89 ms [2021-08-10 06:16:58 main:574] : INFO : Epoch 1696 | loss: 0.0310827 | val_loss: 0.0311252 | Time: 2096.3 ms [2021-08-10 06:17:00 main:574] : INFO : Epoch 1697 | loss: 0.0310795 | val_loss: 0.0311233 | Time: 2015.87 ms [2021-08-10 06:17:02 main:574] : INFO : Epoch 1698 | loss: 0.0310782 | val_loss: 0.0311195 | Time: 1769.89 ms [2021-08-10 06:17:04 main:574] : INFO : Epoch 1699 | loss: 0.0310773 | val_loss: 0.0311151 | Time: 1787.5 ms [2021-08-10 06:17:06 main:574] : INFO : Epoch 1700 | loss: 0.0310763 | val_loss: 0.0311184 | Time: 2100.93 ms [2021-08-10 06:17:08 main:574] : INFO : Epoch 1701 | loss: 0.0310757 | val_loss: 0.0311237 | Time: 2037.82 ms [2021-08-10 06:17:10 main:574] : INFO : Epoch 1702 | loss: 0.0310768 | val_loss: 0.0311203 | Time: 1878.26 ms [2021-08-10 06:17:12 main:574] : INFO : Epoch 1703 | loss: 0.0310819 | val_loss: 0.031117 | Time: 1840.62 ms [2021-08-10 06:17:14 main:574] : INFO : Epoch 1704 | loss: 0.0310813 | val_loss: 0.0311219 | Time: 1968.46 ms [2021-08-10 06:17:16 main:574] : INFO : Epoch 1705 | loss: 0.0310801 | val_loss: 0.0311179 | Time: 2049.25 ms [2021-08-10 06:17:18 main:574] : INFO : Epoch 1706 | loss: 0.0310794 | val_loss: 0.0311198 | Time: 1925.22 ms [2021-08-10 06:17:20 main:574] : INFO : Epoch 1707 | loss: 0.0310772 | val_loss: 0.0311201 | Time: 1748.77 ms [2021-08-10 06:17:22 main:574] : INFO : Epoch 1708 | loss: 0.0310796 | val_loss: 0.0311229 | Time: 1876.58 ms [2021-08-10 06:17:24 main:574] : INFO : Epoch 1709 | loss: 0.0310809 | val_loss: 0.0311233 | Time: 2093.83 ms [2021-08-10 06:17:26 main:574] : INFO : Epoch 1710 | loss: 0.0310791 | val_loss: 0.0311224 | Time: 2029.58 ms [2021-08-10 06:17:27 main:574] : INFO : Epoch 1711 | loss: 0.031078 | val_loss: 0.0311249 | Time: 1839.11 ms [2021-08-10 06:17:29 main:574] : INFO : Epoch 1712 | loss: 0.0310771 | val_loss: 0.0311245 | Time: 1832.12 ms [2021-08-10 06:17:31 main:574] : INFO : Epoch 1713 | loss: 0.0310765 | val_loss: 0.0311295 | Time: 1992.93 ms [2021-08-10 06:17:33 main:574] : INFO : Epoch 1714 | loss: 0.0310767 | val_loss: 0.0311237 | Time: 2074.76 ms [2021-08-10 06:17:35 main:574] : INFO : Epoch 1715 | loss: 0.0310769 | val_loss: 0.031128 | Time: 1871.05 ms [2021-08-10 06:17:37 main:574] : INFO : Epoch 1716 | loss: 0.0310752 | val_loss: 0.0311211 | Time: 1751.03 ms [2021-08-10 06:17:39 main:574] : INFO : Epoch 1717 | loss: 0.0310735 | val_loss: 0.0311214 | Time: 1964.83 ms [2021-08-10 06:17:41 main:574] : INFO : Epoch 1718 | loss: 0.0310733 | val_loss: 0.0311281 | Time: 2103.28 ms [2021-08-10 06:17:43 main:574] : INFO : Epoch 1719 | loss: 0.0310721 | val_loss: 0.031122 | Time: 1966.19 ms [2021-08-10 06:17:45 main:574] : INFO : Epoch 1720 | loss: 0.0310762 | val_loss: 0.0311246 | Time: 1846.04 ms [2021-08-10 06:17:47 main:574] : INFO : Epoch 1721 | loss: 0.0310748 | val_loss: 0.0311267 | Time: 1807.05 ms [2021-08-10 06:17:49 main:574] : INFO : Epoch 1722 | loss: 0.0310732 | val_loss: 0.0311214 | Time: 2133.8 ms [2021-08-10 06:17:51 main:574] : INFO : Epoch 1723 | loss: 0.0310715 | val_loss: 0.0311246 | Time: 2110.25 ms [2021-08-10 06:17:53 main:574] : INFO : Epoch 1724 | loss: 0.0310719 | val_loss: 0.0311215 | Time: 1857.96 ms [2021-08-10 06:17:55 main:574] : INFO : Epoch 1725 | loss: 0.0310692 | val_loss: 0.0311262 | Time: 1801.93 ms [2021-08-10 06:17:57 main:574] : INFO : Epoch 1726 | loss: 0.0310697 | val_loss: 0.0311243 | Time: 1936.89 ms [2021-08-10 06:17:59 main:574] : INFO : Epoch 1727 | loss: 0.0310687 | val_loss: 0.0311279 | Time: 2092.37 ms [2021-08-10 06:18:01 main:574] : INFO : Epoch 1728 | loss: 0.0310689 | val_loss: 0.0311291 | Time: 2100.77 ms [2021-08-10 06:18:03 main:574] : INFO : Epoch 1729 | loss: 0.0310673 | val_loss: 0.0311285 | Time: 1805.4 ms [2021-08-10 06:18:05 main:574] : INFO : Epoch 1730 | loss: 0.0310654 | val_loss: 0.0311287 | Time: 1808.21 ms [2021-08-10 06:18:07 main:574] : INFO : Epoch 1731 | loss: 0.0310689 | val_loss: 0.0311294 | Time: 2066.88 ms [2021-08-10 06:18:09 main:574] : INFO : Epoch 1732 | loss: 0.0310717 | val_loss: 0.0311273 | Time: 2092.15 ms [2021-08-10 06:18:11 main:574] : INFO : Epoch 1733 | loss: 0.0310704 | val_loss: 0.0311272 | Time: 1882.7 ms [2021-08-10 06:18:12 main:574] : INFO : Epoch 1734 | loss: 0.031072 | val_loss: 0.0311275 | Time: 1812.12 ms [2021-08-10 06:18:14 main:574] : INFO : Epoch 1735 | loss: 0.0310742 | val_loss: 0.0311232 | Time: 1899.81 ms [2021-08-10 06:18:16 main:574] : INFO : Epoch 1736 | loss: 0.0310744 | val_loss: 0.0311214 | Time: 2072.96 ms [2021-08-10 06:18:18 main:574] : INFO : Epoch 1737 | loss: 0.0310761 | val_loss: 0.0311268 | Time: 1925.42 ms [2021-08-10 06:18:20 main:574] : INFO : Epoch 1738 | loss: 0.0310854 | val_loss: 0.0311282 | Time: 1857.35 ms [2021-08-10 06:18:22 main:574] : INFO : Epoch 1739 | loss: 0.031092 | val_loss: 0.0311254 | Time: 1811.27 ms [2021-08-10 06:18:24 main:574] : INFO : Epoch 1740 | loss: 0.0310897 | val_loss: 0.0311272 | Time: 2045.29 ms [2021-08-10 06:18:36 main:574] : INFO : Epoch 1741 | loss: 0.0310877 | val_loss: 0.0311187 | Time: 12257.3 ms [2021-08-10 06:18:38 main:574] : INFO : Epoch 1742 | loss: 0.0310875 | val_loss: 0.0311165 | Time: 1787.81 ms [2021-08-10 06:18:40 main:574] : INFO : Epoch 1743 | loss: 0.0310841 | val_loss: 0.0311159 | Time: 1792.82 ms [2021-08-10 06:18:42 main:574] : INFO : Epoch 1744 | loss: 0.0310827 | val_loss: 0.0311188 | Time: 1938.44 ms [2021-08-10 06:18:44 main:574] : INFO : Epoch 1745 | loss: 0.0310833 | val_loss: 0.0311206 | Time: 2084.96 ms [2021-08-10 06:18:46 main:574] : INFO : Epoch 1746 | loss: 0.031081 | val_loss: 0.0311194 | Time: 1985.82 ms [2021-08-10 06:18:48 main:574] : INFO : Epoch 1747 | loss: 0.0310835 | val_loss: 0.0311157 | Time: 1826.96 ms [2021-08-10 06:18:50 main:574] : INFO : Epoch 1748 | loss: 0.0310845 | val_loss: 0.03112 | Time: 1796.72 ms [2021-08-10 06:18:52 main:574] : INFO : Epoch 1749 | loss: 0.0310783 | val_loss: 0.0311176 | Time: 2052.77 ms [2021-08-10 06:18:54 main:574] : INFO : Epoch 1750 | loss: 0.031078 | val_loss: 0.0311168 | Time: 2046.28 ms [2021-08-10 06:18:56 main:574] : INFO : Epoch 1751 | loss: 0.0310789 | val_loss: 0.0311195 | Time: 1807.53 ms [2021-08-10 06:18:57 main:574] : INFO : Epoch 1752 | loss: 0.0310797 | val_loss: 0.0311184 | Time: 1873.73 ms [2021-08-10 06:18:59 main:574] : INFO : Epoch 1753 | loss: 0.0310864 | val_loss: 0.0311251 | Time: 1980.98 ms [2021-08-10 06:19:02 main:574] : INFO : Epoch 1754 | loss: 0.0310895 | val_loss: 0.0311168 | Time: 2149.42 ms [2021-08-10 06:19:04 main:574] : INFO : Epoch 1755 | loss: 0.0310839 | val_loss: 0.031118 | Time: 1976.89 ms [2021-08-10 06:19:05 main:574] : INFO : Epoch 1756 | loss: 0.0310832 | val_loss: 0.0311253 | Time: 1784.96 ms [2021-08-10 06:19:07 main:574] : INFO : Epoch 1757 | loss: 0.03108 | val_loss: 0.0311194 | Time: 1838.22 ms [2021-08-10 06:19:09 main:574] : INFO : Epoch 1758 | loss: 0.0310801 | val_loss: 0.0311167 | Time: 2073.21 ms [2021-08-10 06:19:11 main:574] : INFO : Epoch 1759 | loss: 0.0310886 | val_loss: 0.0311133 | Time: 2098.56 ms [2021-08-10 06:19:13 main:574] : INFO : Epoch 1760 | loss: 0.031083 | val_loss: 0.0311189 | Time: 1795.54 ms [2021-08-10 06:19:15 main:574] : INFO : Epoch 1761 | loss: 0.0310806 | val_loss: 0.0311205 | Time: 2061.51 ms [2021-08-10 06:19:17 main:574] : INFO : Epoch 1762 | loss: 0.0310788 | val_loss: 0.0311188 | Time: 1924.13 ms [2021-08-10 06:19:19 main:574] : INFO : Epoch 1763 | loss: 0.0310785 | val_loss: 0.0311158 | Time: 2088.7 ms [2021-08-10 06:19:21 main:574] : INFO : Epoch 1764 | loss: 0.0310769 | val_loss: 0.0311222 | Time: 2003.5 ms [2021-08-10 06:19:23 main:574] : INFO : Epoch 1765 | loss: 0.0310765 | val_loss: 0.0311224 | Time: 1818.24 ms [2021-08-10 06:19:25 main:574] : INFO : Epoch 1766 | loss: 0.0310757 | val_loss: 0.031116 | Time: 1784.62 ms [2021-08-10 06:19:27 main:574] : INFO : Epoch 1767 | loss: 0.0310819 | val_loss: 0.0311222 | Time: 2094.34 ms [2021-08-10 06:19:29 main:574] : INFO : Epoch 1768 | loss: 0.0310887 | val_loss: 0.0311148 | Time: 2074.61 ms [2021-08-10 06:19:31 main:574] : INFO : Epoch 1769 | loss: 0.031083 | val_loss: 0.0311137 | Time: 1851.66 ms [2021-08-10 06:19:33 main:574] : INFO : Epoch 1770 | loss: 0.0310822 | val_loss: 0.0311094 | Time: 1810.49 ms [2021-08-10 06:19:35 main:574] : INFO : Epoch 1771 | loss: 0.0310836 | val_loss: 0.0311092 | Time: 1982.27 ms [2021-08-10 06:19:37 main:574] : INFO : Epoch 1772 | loss: 0.0310798 | val_loss: 0.0311169 | Time: 2111.58 ms [2021-08-10 06:19:39 main:574] : INFO : Epoch 1773 | loss: 0.0310779 | val_loss: 0.0311184 | Time: 1950.33 ms [2021-08-10 06:19:41 main:574] : INFO : Epoch 1774 | loss: 0.0310772 | val_loss: 0.0311163 | Time: 1805.34 ms [2021-08-10 06:19:43 main:574] : INFO : Epoch 1775 | loss: 0.0310768 | val_loss: 0.0311159 | Time: 1827.08 ms [2021-08-10 06:19:45 main:574] : INFO : Epoch 1776 | loss: 0.0310761 | val_loss: 0.031114 | Time: 2075.37 ms [2021-08-10 06:19:47 main:574] : INFO : Epoch 1777 | loss: 0.0310758 | val_loss: 0.0311183 | Time: 2092.59 ms [2021-08-10 06:19:49 main:574] : INFO : Epoch 1778 | loss: 0.0310778 | val_loss: 0.0311125 | Time: 1877.42 ms [2021-08-10 06:19:50 main:574] : INFO : Epoch 1779 | loss: 0.0310803 | val_loss: 0.0311133 | Time: 1828.86 ms [2021-08-10 06:19:52 main:574] : INFO : Epoch 1780 | loss: 0.0310789 | val_loss: 0.0311144 | Time: 1947.22 ms [2021-08-10 06:19:54 main:574] : INFO : Epoch 1781 | loss: 0.0310745 | val_loss: 0.0311169 | Time: 2070.16 ms [2021-08-10 06:19:56 main:574] : INFO : Epoch 1782 | loss: 0.0310752 | val_loss: 0.0311141 | Time: 1974.17 ms [2021-08-10 06:19:58 main:574] : INFO : Epoch 1783 | loss: 0.0310729 | val_loss: 0.0311138 | Time: 1844.52 ms [2021-08-10 06:20:00 main:574] : INFO : Epoch 1784 | loss: 0.0310725 | val_loss: 0.0311137 | Time: 1783.02 ms [2021-08-10 06:20:02 main:574] : INFO : Epoch 1785 | loss: 0.0310689 | val_loss: 0.0311161 | Time: 2100.89 ms [2021-08-10 06:20:04 main:574] : INFO : Epoch 1786 | loss: 0.0310699 | val_loss: 0.0311154 | Time: 2082.53 ms [2021-08-10 06:20:06 main:574] : INFO : Epoch 1787 | loss: 0.0310685 | val_loss: 0.0311184 | Time: 1860.66 ms [2021-08-10 06:20:08 main:574] : INFO : Epoch 1788 | loss: 0.031069 | val_loss: 0.0311148 | Time: 1879.21 ms [2021-08-10 06:20:10 main:574] : INFO : Epoch 1789 | loss: 0.0310718 | val_loss: 0.0311203 | Time: 1930.01 ms [2021-08-10 06:20:12 main:574] : INFO : Epoch 1790 | loss: 0.0310734 | val_loss: 0.0311212 | Time: 2147.35 ms [2021-08-10 06:20:14 main:574] : INFO : Epoch 1791 | loss: 0.0310783 | val_loss: 0.0311185 | Time: 1979.94 ms [2021-08-10 06:20:16 main:574] : INFO : Epoch 1792 | loss: 0.0310739 | val_loss: 0.0311164 | Time: 1822.23 ms [2021-08-10 06:20:18 main:574] : INFO : Epoch 1793 | loss: 0.0310728 | val_loss: 0.0311126 | Time: 1790.81 ms [2021-08-10 06:20:20 main:574] : INFO : Epoch 1794 | loss: 0.0310709 | val_loss: 0.0311095 | Time: 2085.81 ms [2021-08-10 06:20:22 main:574] : INFO : Epoch 1795 | loss: 0.0310689 | val_loss: 0.0311111 | Time: 2109.08 ms [2021-08-10 06:20:24 main:574] : INFO : Epoch 1796 | loss: 0.0310674 | val_loss: 0.0311122 | Time: 1814.95 ms [2021-08-10 06:20:26 main:574] : INFO : Epoch 1797 | loss: 0.0310705 | val_loss: 0.0311094 | Time: 1770.59 ms [2021-08-10 06:20:28 main:574] : INFO : Epoch 1798 | loss: 0.0310736 | val_loss: 0.0311152 | Time: 1963.62 ms [2021-08-10 06:20:30 main:574] : INFO : Epoch 1799 | loss: 0.0310812 | val_loss: 0.0311161 | Time: 2091.03 ms [2021-08-10 06:20:32 main:574] : INFO : Epoch 1800 | loss: 0.0310778 | val_loss: 0.031112 | Time: 1919.92 ms [2021-08-10 06:20:33 main:574] : INFO : Epoch 1801 | loss: 0.0310729 | val_loss: 0.0311161 | Time: 1884.41 ms [2021-08-10 06:20:35 main:574] : INFO : Epoch 1802 | loss: 0.0310703 | val_loss: 0.0311135 | Time: 1808.92 ms [2021-08-10 06:20:37 main:574] : INFO : Epoch 1803 | loss: 0.0310687 | val_loss: 0.0311193 | Time: 2067.59 ms [2021-08-10 06:20:39 main:574] : INFO : Epoch 1804 | loss: 0.0310694 | val_loss: 0.0311182 | Time: 2046.44 ms [2021-08-10 06:20:41 main:574] : INFO : Epoch 1805 | loss: 0.0310686 | val_loss: 0.0311136 | Time: 1753.32 ms [2021-08-10 06:20:43 main:574] : INFO : Epoch 1806 | loss: 0.0310659 | val_loss: 0.0311116 | Time: 1837.59 ms [2021-08-10 06:20:45 main:574] : INFO : Epoch 1807 | loss: 0.0310655 | val_loss: 0.031114 | Time: 2022.18 ms [2021-08-10 06:20:47 main:574] : INFO : Epoch 1808 | loss: 0.0310659 | val_loss: 0.0311185 | Time: 2119.09 ms [2021-08-10 06:20:49 main:574] : INFO : Epoch 1809 | loss: 0.0310663 | val_loss: 0.0311163 | Time: 1946.79 ms [2021-08-10 06:20:51 main:574] : INFO : Epoch 1810 | loss: 0.0310639 | val_loss: 0.0311211 | Time: 1823.49 ms [2021-08-10 06:20:53 main:574] : INFO : Epoch 1811 | loss: 0.0310648 | val_loss: 0.0311108 | Time: 1829.88 ms [2021-08-10 06:20:55 main:574] : INFO : Epoch 1812 | loss: 0.0310648 | val_loss: 0.0311175 | Time: 2080.4 ms [2021-08-10 06:20:57 main:574] : INFO : Epoch 1813 | loss: 0.0310639 | val_loss: 0.031115 | Time: 2064.11 ms [2021-08-10 06:20:59 main:574] : INFO : Epoch 1814 | loss: 0.0310626 | val_loss: 0.0311171 | Time: 1825.43 ms [2021-08-10 06:21:01 main:574] : INFO : Epoch 1815 | loss: 0.0310637 | val_loss: 0.0311144 | Time: 1807 ms [2021-08-10 06:21:03 main:574] : INFO : Epoch 1816 | loss: 0.031068 | val_loss: 0.031113 | Time: 2003.61 ms [2021-08-10 06:21:05 main:574] : INFO : Epoch 1817 | loss: 0.0310677 | val_loss: 0.0311135 | Time: 2087.34 ms [2021-08-10 06:21:07 main:574] : INFO : Epoch 1818 | loss: 0.0310673 | val_loss: 0.0311198 | Time: 1853.36 ms [2021-08-10 06:21:08 main:574] : INFO : Epoch 1819 | loss: 0.0310654 | val_loss: 0.031115 | Time: 1804.75 ms [2021-08-10 06:21:10 main:574] : INFO : Epoch 1820 | loss: 0.0310694 | val_loss: 0.0311159 | Time: 1906.28 ms [2021-08-10 06:21:12 main:574] : INFO : Epoch 1821 | loss: 0.0310682 | val_loss: 0.0311198 | Time: 2088.51 ms [2021-08-10 06:21:14 main:574] : INFO : Epoch 1822 | loss: 0.0310665 | val_loss: 0.0311193 | Time: 2005.51 ms [2021-08-10 06:21:16 main:574] : INFO : Epoch 1823 | loss: 0.0310648 | val_loss: 0.0311248 | Time: 1854.28 ms [2021-08-10 06:21:18 main:574] : INFO : Epoch 1824 | loss: 0.031069 | val_loss: 0.0311112 | Time: 1752.3 ms [2021-08-10 06:21:20 main:574] : INFO : Epoch 1825 | loss: 0.0310813 | val_loss: 0.0311149 | Time: 2063.92 ms [2021-08-10 06:21:22 main:574] : INFO : Epoch 1826 | loss: 0.0310776 | val_loss: 0.0311124 | Time: 2082.54 ms [2021-08-10 06:21:24 main:574] : INFO : Epoch 1827 | loss: 0.0310783 | val_loss: 0.0311124 | Time: 1793.06 ms [2021-08-10 06:21:26 main:574] : INFO : Epoch 1828 | loss: 0.0310767 | val_loss: 0.0311092 | Time: 1836.9 ms [2021-08-10 06:21:28 main:574] : INFO : Epoch 1829 | loss: 0.0310704 | val_loss: 0.0311098 | Time: 1914.13 ms [2021-08-10 06:21:30 main:574] : INFO : Epoch 1830 | loss: 0.0310749 | val_loss: 0.0311129 | Time: 2096.93 ms [2021-08-10 06:21:32 main:574] : INFO : Epoch 1831 | loss: 0.0310772 | val_loss: 0.0311156 | Time: 2000.16 ms [2021-08-10 06:21:34 main:574] : INFO : Epoch 1832 | loss: 0.0310756 | val_loss: 0.0311148 | Time: 1730.42 ms [2021-08-10 06:21:36 main:574] : INFO : Epoch 1833 | loss: 0.031076 | val_loss: 0.0311147 | Time: 1818.8 ms [2021-08-10 06:21:38 main:574] : INFO : Epoch 1834 | loss: 0.0310716 | val_loss: 0.0311115 | Time: 2059.72 ms [2021-08-10 06:21:40 main:574] : INFO : Epoch 1835 | loss: 0.0310699 | val_loss: 0.0311128 | Time: 2065.65 ms [2021-08-10 06:21:42 main:574] : INFO : Epoch 1836 | loss: 0.0310683 | val_loss: 0.031111 | Time: 1806.14 ms [2021-08-10 06:21:43 main:574] : INFO : Epoch 1837 | loss: 0.0310696 | val_loss: 0.0311123 | Time: 1806.77 ms [2021-08-10 06:21:45 main:574] : INFO : Epoch 1838 | loss: 0.0310709 | val_loss: 0.031121 | Time: 2039.42 ms [2021-08-10 06:21:48 main:574] : INFO : Epoch 1839 | loss: 0.0310714 | val_loss: 0.0311145 | Time: 2096.96 ms [2021-08-10 06:21:49 main:574] : INFO : Epoch 1840 | loss: 0.0310673 | val_loss: 0.0311126 | Time: 1879.42 ms [2021-08-10 06:21:51 main:574] : INFO : Epoch 1841 | loss: 0.0310679 | val_loss: 0.0311163 | Time: 1829.51 ms [2021-08-10 06:21:53 main:574] : INFO : Epoch 1842 | loss: 0.0310638 | val_loss: 0.0311111 | Time: 1884.84 ms [2021-08-10 06:21:55 main:574] : INFO : Epoch 1843 | loss: 0.031063 | val_loss: 0.031114 | Time: 2104.99 ms [2021-08-10 06:21:57 main:574] : INFO : Epoch 1844 | loss: 0.0310617 | val_loss: 0.0311139 | Time: 1994.04 ms [2021-08-10 06:21:59 main:574] : INFO : Epoch 1845 | loss: 0.0310619 | val_loss: 0.0311128 | Time: 1851.99 ms [2021-08-10 06:22:01 main:574] : INFO : Epoch 1846 | loss: 0.0310655 | val_loss: 0.0311139 | Time: 1823.57 ms [2021-08-10 06:22:03 main:574] : INFO : Epoch 1847 | loss: 0.0310642 | val_loss: 0.0311134 | Time: 2001.84 ms [2021-08-10 06:22:05 main:574] : INFO : Epoch 1848 | loss: 0.0310637 | val_loss: 0.0311129 | Time: 2077.79 ms [2021-08-10 06:22:07 main:574] : INFO : Epoch 1849 | loss: 0.0310615 | val_loss: 0.0311132 | Time: 1858.24 ms [2021-08-10 06:22:09 main:574] : INFO : Epoch 1850 | loss: 0.0310626 | val_loss: 0.0311144 | Time: 1793.33 ms [2021-08-10 06:22:11 main:574] : INFO : Epoch 1851 | loss: 0.0310622 | val_loss: 0.0311193 | Time: 1938.96 ms [2021-08-10 06:22:13 main:574] : INFO : Epoch 1852 | loss: 0.0310623 | val_loss: 0.0311094 | Time: 2081.21 ms [2021-08-10 06:22:15 main:574] : INFO : Epoch 1853 | loss: 0.0310612 | val_loss: 0.0311156 | Time: 1937.24 ms [2021-08-10 06:22:17 main:574] : INFO : Epoch 1854 | loss: 0.0310621 | val_loss: 0.0311126 | Time: 1799.22 ms [2021-08-10 06:22:18 main:574] : INFO : Epoch 1855 | loss: 0.0310635 | val_loss: 0.0311155 | Time: 1836.86 ms [2021-08-10 06:22:31 main:574] : INFO : Epoch 1856 | loss: 0.0310629 | val_loss: 0.031115 | Time: 12125.3 ms [2021-08-10 06:22:33 main:574] : INFO : Epoch 1857 | loss: 0.0310662 | val_loss: 0.0311211 | Time: 2081.69 ms [2021-08-10 06:22:34 main:574] : INFO : Epoch 1858 | loss: 0.0310677 | val_loss: 0.0311174 | Time: 1813.11 ms [2021-08-10 06:22:36 main:574] : INFO : Epoch 1859 | loss: 0.0310657 | val_loss: 0.0311187 | Time: 1853.26 ms [2021-08-10 06:22:38 main:574] : INFO : Epoch 1860 | loss: 0.0310745 | val_loss: 0.031118 | Time: 1923.05 ms [2021-08-10 06:22:40 main:574] : INFO : Epoch 1861 | loss: 0.031075 | val_loss: 0.0311176 | Time: 2202.64 ms [2021-08-10 06:22:42 main:574] : INFO : Epoch 1862 | loss: 0.0310735 | val_loss: 0.031122 | Time: 2035.6 ms [2021-08-10 06:22:44 main:574] : INFO : Epoch 1863 | loss: 0.0310735 | val_loss: 0.0311141 | Time: 1812.02 ms [2021-08-10 06:22:46 main:574] : INFO : Epoch 1864 | loss: 0.0310823 | val_loss: 0.0311173 | Time: 1791.81 ms [2021-08-10 06:22:48 main:574] : INFO : Epoch 1865 | loss: 0.0310872 | val_loss: 0.0311169 | Time: 2054.41 ms [2021-08-10 06:22:50 main:574] : INFO : Epoch 1866 | loss: 0.0310853 | val_loss: 0.0311193 | Time: 2081.36 ms [2021-08-10 06:22:52 main:574] : INFO : Epoch 1867 | loss: 0.031085 | val_loss: 0.031116 | Time: 1947.65 ms [2021-08-10 06:22:54 main:574] : INFO : Epoch 1868 | loss: 0.0310816 | val_loss: 0.0311109 | Time: 1786.71 ms [2021-08-10 06:22:56 main:574] : INFO : Epoch 1869 | loss: 0.0310782 | val_loss: 0.0311097 | Time: 1918.98 ms [2021-08-10 06:22:58 main:574] : INFO : Epoch 1870 | loss: 0.0310762 | val_loss: 0.0311176 | Time: 2068.83 ms [2021-08-10 06:23:00 main:574] : INFO : Epoch 1871 | loss: 0.0310794 | val_loss: 0.0311115 | Time: 2130.02 ms [2021-08-10 06:23:02 main:574] : INFO : Epoch 1872 | loss: 0.0310797 | val_loss: 0.0311138 | Time: 1818.91 ms [2021-08-10 06:23:04 main:574] : INFO : Epoch 1873 | loss: 0.0310769 | val_loss: 0.031116 | Time: 1805.54 ms [2021-08-10 06:23:06 main:574] : INFO : Epoch 1874 | loss: 0.0310777 | val_loss: 0.031115 | Time: 2013.05 ms [2021-08-10 06:23:08 main:574] : INFO : Epoch 1875 | loss: 0.0310772 | val_loss: 0.0311162 | Time: 2111.4 ms [2021-08-10 06:23:10 main:574] : INFO : Epoch 1876 | loss: 0.0310757 | val_loss: 0.0311102 | Time: 1885.67 ms [2021-08-10 06:23:12 main:574] : INFO : Epoch 1877 | loss: 0.0310765 | val_loss: 0.0311134 | Time: 1822.13 ms [2021-08-10 06:23:14 main:574] : INFO : Epoch 1878 | loss: 0.0310776 | val_loss: 0.0311084 | Time: 1889.2 ms [2021-08-10 06:23:16 main:574] : INFO : Epoch 1879 | loss: 0.0310795 | val_loss: 0.0311146 | Time: 2081.59 ms [2021-08-10 06:23:18 main:574] : INFO : Epoch 1880 | loss: 0.0310828 | val_loss: 0.0311152 | Time: 1920.78 ms [2021-08-10 06:23:19 main:574] : INFO : Epoch 1881 | loss: 0.0310799 | val_loss: 0.0311227 | Time: 1775.75 ms [2021-08-10 06:23:21 main:574] : INFO : Epoch 1882 | loss: 0.0310796 | val_loss: 0.0311131 | Time: 1836.4 ms [2021-08-10 06:23:23 main:574] : INFO : Epoch 1883 | loss: 0.031077 | val_loss: 0.031108 | Time: 2104.31 ms [2021-08-10 06:23:25 main:574] : INFO : Epoch 1884 | loss: 0.0310783 | val_loss: 0.0311052 | Time: 2087.34 ms [2021-08-10 06:23:27 main:574] : INFO : Epoch 1885 | loss: 0.0310779 | val_loss: 0.0311106 | Time: 1768.85 ms [2021-08-10 06:23:29 main:574] : INFO : Epoch 1886 | loss: 0.0310757 | val_loss: 0.031109 | Time: 1798.36 ms [2021-08-10 06:23:31 main:574] : INFO : Epoch 1887 | loss: 0.0310743 | val_loss: 0.0311082 | Time: 2004.96 ms [2021-08-10 06:23:33 main:574] : INFO : Epoch 1888 | loss: 0.0310722 | val_loss: 0.0311101 | Time: 2065.74 ms [2021-08-10 06:23:35 main:574] : INFO : Epoch 1889 | loss: 0.031072 | val_loss: 0.031107 | Time: 1902.52 ms [2021-08-10 06:23:37 main:574] : INFO : Epoch 1890 | loss: 0.0310706 | val_loss: 0.0311101 | Time: 1801.44 ms [2021-08-10 06:23:39 main:574] : INFO : Epoch 1891 | loss: 0.0310733 | val_loss: 0.0311068 | Time: 1936.48 ms [2021-08-10 06:23:41 main:574] : INFO : Epoch 1892 | loss: 0.0310743 | val_loss: 0.0311098 | Time: 2064.47 ms [2021-08-10 06:23:43 main:574] : INFO : Epoch 1893 | loss: 0.0310697 | val_loss: 0.0311087 | Time: 1964.9 ms [2021-08-10 06:23:45 main:574] : INFO : Epoch 1894 | loss: 0.0310708 | val_loss: 0.0311069 | Time: 1764.45 ms [2021-08-10 06:23:46 main:574] : INFO : Epoch 1895 | loss: 0.031068 | val_loss: 0.0311138 | Time: 1814.42 ms [2021-08-10 06:23:49 main:574] : INFO : Epoch 1896 | loss: 0.0310676 | val_loss: 0.0311143 | Time: 2101.6 ms [2021-08-10 06:23:51 main:574] : INFO : Epoch 1897 | loss: 0.0310682 | val_loss: 0.0311077 | Time: 2045.75 ms [2021-08-10 06:23:52 main:574] : INFO : Epoch 1898 | loss: 0.0310672 | val_loss: 0.0311092 | Time: 1837.87 ms [2021-08-10 06:23:54 main:574] : INFO : Epoch 1899 | loss: 0.0310683 | val_loss: 0.0311172 | Time: 1833.17 ms [2021-08-10 06:23:56 main:574] : INFO : Epoch 1900 | loss: 0.0310664 | val_loss: 0.0311189 | Time: 1955.14 ms [2021-08-10 06:23:58 main:574] : INFO : Epoch 1901 | loss: 0.0310679 | val_loss: 0.0311139 | Time: 2064.01 ms [2021-08-10 06:24:00 main:574] : INFO : Epoch 1902 | loss: 0.0310655 | val_loss: 0.0311141 | Time: 1877.68 ms [2021-08-10 06:24:02 main:574] : INFO : Epoch 1903 | loss: 0.0310711 | val_loss: 0.031118 | Time: 1766.68 ms [2021-08-10 06:24:04 main:574] : INFO : Epoch 1904 | loss: 0.0310714 | val_loss: 0.0311167 | Time: 1956.94 ms [2021-08-10 06:24:06 main:574] : INFO : Epoch 1905 | loss: 0.0310673 | val_loss: 0.0311193 | Time: 2061.35 ms [2021-08-10 06:24:08 main:574] : INFO : Epoch 1906 | loss: 0.0310652 | val_loss: 0.0311142 | Time: 1954.81 ms [2021-08-10 06:24:10 main:574] : INFO : Epoch 1907 | loss: 0.0310638 | val_loss: 0.0311127 | Time: 1798.2 ms [2021-08-10 06:24:12 main:574] : INFO : Epoch 1908 | loss: 0.0310677 | val_loss: 0.0311167 | Time: 1884.36 ms [2021-08-10 06:24:14 main:574] : INFO : Epoch 1909 | loss: 0.0310787 | val_loss: 0.0311119 | Time: 2075.37 ms [2021-08-10 06:24:16 main:574] : INFO : Epoch 1910 | loss: 0.0310763 | val_loss: 0.0311123 | Time: 2055.66 ms [2021-08-10 06:24:18 main:574] : INFO : Epoch 1911 | loss: 0.0310749 | val_loss: 0.0311109 | Time: 1791.41 ms [2021-08-10 06:24:19 main:574] : INFO : Epoch 1912 | loss: 0.0310728 | val_loss: 0.0311135 | Time: 1806.49 ms [2021-08-10 06:24:21 main:574] : INFO : Epoch 1913 | loss: 0.0310685 | val_loss: 0.0311146 | Time: 2002.36 ms [2021-08-10 06:24:24 main:574] : INFO : Epoch 1914 | loss: 0.0310655 | val_loss: 0.0311155 | Time: 2100.71 ms [2021-08-10 06:24:26 main:574] : INFO : Epoch 1915 | loss: 0.0310646 | val_loss: 0.0311152 | Time: 2050.08 ms [2021-08-10 06:24:27 main:574] : INFO : Epoch 1916 | loss: 0.0310677 | val_loss: 0.0311114 | Time: 1840.57 ms [2021-08-10 06:24:29 main:574] : INFO : Epoch 1917 | loss: 0.0310752 | val_loss: 0.0311123 | Time: 1882.57 ms [2021-08-10 06:24:31 main:574] : INFO : Epoch 1918 | loss: 0.0310758 | val_loss: 0.0311115 | Time: 2059.93 ms [2021-08-10 06:24:33 main:574] : INFO : Epoch 1919 | loss: 0.0310749 | val_loss: 0.031109 | Time: 2093.51 ms [2021-08-10 06:24:35 main:574] : INFO : Epoch 1920 | loss: 0.031072 | val_loss: 0.0311133 | Time: 1854.5 ms [2021-08-10 06:24:37 main:574] : INFO : Epoch 1921 | loss: 0.0310763 | val_loss: 0.0311133 | Time: 1840.53 ms [2021-08-10 06:24:39 main:574] : INFO : Epoch 1922 | loss: 0.0310794 | val_loss: 0.0311149 | Time: 1922.92 ms [2021-08-10 06:24:41 main:574] : INFO : Epoch 1923 | loss: 0.0310742 | val_loss: 0.0311176 | Time: 2133.27 ms [2021-08-10 06:24:43 main:574] : INFO : Epoch 1924 | loss: 0.0310694 | val_loss: 0.031118 | Time: 2006.98 ms [2021-08-10 06:24:45 main:574] : INFO : Epoch 1925 | loss: 0.0310669 | val_loss: 0.0311214 | Time: 1785.35 ms [2021-08-10 06:24:47 main:574] : INFO : Epoch 1926 | loss: 0.0310664 | val_loss: 0.0311227 | Time: 1763.47 ms [2021-08-10 06:24:49 main:574] : INFO : Epoch 1927 | loss: 0.0310675 | val_loss: 0.0311226 | Time: 2090.69 ms [2021-08-10 06:24:51 main:574] : INFO : Epoch 1928 | loss: 0.0310642 | val_loss: 0.0311207 | Time: 2077.33 ms [2021-08-10 06:24:53 main:574] : INFO : Epoch 1929 | loss: 0.0310647 | val_loss: 0.031127 | Time: 1835.08 ms [2021-08-10 06:24:55 main:574] : INFO : Epoch 1930 | loss: 0.0310639 | val_loss: 0.0311256 | Time: 1785.4 ms [2021-08-10 06:24:57 main:574] : INFO : Epoch 1931 | loss: 0.0310655 | val_loss: 0.0311284 | Time: 1975.35 ms [2021-08-10 06:24:59 main:574] : INFO : Epoch 1932 | loss: 0.0310669 | val_loss: 0.0311221 | Time: 2048.6 ms [2021-08-10 06:25:01 main:574] : INFO : Epoch 1933 | loss: 0.0310646 | val_loss: 0.0311191 | Time: 1978.68 ms [2021-08-10 06:25:02 main:574] : INFO : Epoch 1934 | loss: 0.0310628 | val_loss: 0.0311208 | Time: 1779.58 ms [2021-08-10 06:25:04 main:574] : INFO : Epoch 1935 | loss: 0.0310634 | val_loss: 0.0311271 | Time: 1903.84 ms [2021-08-10 06:25:06 main:574] : INFO : Epoch 1936 | loss: 0.0310628 | val_loss: 0.0311214 | Time: 2080.45 ms [2021-08-10 06:25:09 main:574] : INFO : Epoch 1937 | loss: 0.0310592 | val_loss: 0.0311224 | Time: 2022.83 ms [2021-08-10 06:25:10 main:574] : INFO : Epoch 1938 | loss: 0.0310598 | val_loss: 0.031117 | Time: 1845.03 ms [2021-08-10 06:25:12 main:574] : INFO : Epoch 1939 | loss: 0.0310594 | val_loss: 0.0311191 | Time: 1791.15 ms [2021-08-10 06:25:14 main:574] : INFO : Epoch 1940 | loss: 0.0310637 | val_loss: 0.0311144 | Time: 2006.88 ms [2021-08-10 06:25:16 main:574] : INFO : Epoch 1941 | loss: 0.0310655 | val_loss: 0.0311203 | Time: 2095.28 ms [2021-08-10 06:25:18 main:574] : INFO : Epoch 1942 | loss: 0.0310614 | val_loss: 0.0311184 | Time: 1859.11 ms [2021-08-10 06:25:20 main:574] : INFO : Epoch 1943 | loss: 0.0310678 | val_loss: 0.0311132 | Time: 1869.26 ms [2021-08-10 06:25:22 main:574] : INFO : Epoch 1944 | loss: 0.0310671 | val_loss: 0.0311163 | Time: 1893.67 ms [2021-08-10 06:25:24 main:574] : INFO : Epoch 1945 | loss: 0.0310669 | val_loss: 0.0311196 | Time: 2087.14 ms [2021-08-10 06:25:26 main:574] : INFO : Epoch 1946 | loss: 0.0310659 | val_loss: 0.0311189 | Time: 2098.27 ms [2021-08-10 06:25:28 main:574] : INFO : Epoch 1947 | loss: 0.0310655 | val_loss: 0.0311178 | Time: 1791.42 ms [2021-08-10 06:25:30 main:574] : INFO : Epoch 1948 | loss: 0.0310664 | val_loss: 0.0311187 | Time: 1769.51 ms [2021-08-10 06:25:32 main:574] : INFO : Epoch 1949 | loss: 0.0310656 | val_loss: 0.0311244 | Time: 2274.44 ms [2021-08-10 06:25:34 main:574] : INFO : Epoch 1950 | loss: 0.0310625 | val_loss: 0.0311219 | Time: 2115.74 ms [2021-08-10 06:25:36 main:574] : INFO : Epoch 1951 | loss: 0.0310875 | val_loss: 0.0311289 | Time: 2133.55 ms [2021-08-10 06:25:38 main:574] : INFO : Epoch 1952 | loss: 0.031094 | val_loss: 0.031121 | Time: 1804.91 ms [2021-08-10 06:25:40 main:574] : INFO : Epoch 1953 | loss: 0.0310879 | val_loss: 0.0311155 | Time: 1761.52 ms [2021-08-10 06:25:42 main:574] : INFO : Epoch 1954 | loss: 0.0310819 | val_loss: 0.0311145 | Time: 2053.01 ms [2021-08-10 06:25:44 main:574] : INFO : Epoch 1955 | loss: 0.0310796 | val_loss: 0.0311269 | Time: 2078.77 ms [2021-08-10 06:25:46 main:574] : INFO : Epoch 1956 | loss: 0.0310753 | val_loss: 0.0311142 | Time: 1979.85 ms [2021-08-10 06:25:48 main:574] : INFO : Epoch 1957 | loss: 0.031073 | val_loss: 0.0311139 | Time: 1863.05 ms [2021-08-10 06:25:50 main:574] : INFO : Epoch 1958 | loss: 0.0310699 | val_loss: 0.0311209 | Time: 1854.4 ms [2021-08-10 06:25:52 main:574] : INFO : Epoch 1959 | loss: 0.0310683 | val_loss: 0.0311227 | Time: 2103.65 ms [2021-08-10 06:25:54 main:574] : INFO : Epoch 1960 | loss: 0.0310643 | val_loss: 0.0311209 | Time: 2104.29 ms [2021-08-10 06:25:56 main:574] : INFO : Epoch 1961 | loss: 0.0310675 | val_loss: 0.0311184 | Time: 1840.26 ms [2021-08-10 06:25:58 main:574] : INFO : Epoch 1962 | loss: 0.0310697 | val_loss: 0.0311162 | Time: 1810.65 ms [2021-08-10 06:26:00 main:574] : INFO : Epoch 1963 | loss: 0.0310718 | val_loss: 0.031124 | Time: 1925.16 ms [2021-08-10 06:26:02 main:574] : INFO : Epoch 1964 | loss: 0.0310786 | val_loss: 0.0311163 | Time: 2071.42 ms [2021-08-10 06:26:04 main:574] : INFO : Epoch 1965 | loss: 0.0310848 | val_loss: 0.0311168 | Time: 1994.61 ms [2021-08-10 06:26:05 main:574] : INFO : Epoch 1966 | loss: 0.03111 | val_loss: 0.0311281 | Time: 1776.09 ms [2021-08-10 06:26:07 main:574] : INFO : Epoch 1967 | loss: 0.0311049 | val_loss: 0.0311231 | Time: 1830.13 ms [2021-08-10 06:26:09 main:574] : INFO : Epoch 1968 | loss: 0.0311001 | val_loss: 0.0311176 | Time: 2124.98 ms [2021-08-10 06:26:12 main:574] : INFO : Epoch 1969 | loss: 0.0310942 | val_loss: 0.0311299 | Time: 2139.36 ms [2021-08-10 06:26:13 main:574] : INFO : Epoch 1970 | loss: 0.0310891 | val_loss: 0.0311177 | Time: 1884.23 ms [2021-08-10 06:26:15 main:574] : INFO : Epoch 1971 | loss: 0.0310855 | val_loss: 0.0311201 | Time: 1846.92 ms [2021-08-10 06:26:17 main:574] : INFO : Epoch 1972 | loss: 0.0310828 | val_loss: 0.0311228 | Time: 1911.31 ms [2021-08-10 06:26:19 main:574] : INFO : Epoch 1973 | loss: 0.0310799 | val_loss: 0.0311226 | Time: 2093.29 ms [2021-08-10 06:26:21 main:574] : INFO : Epoch 1974 | loss: 0.0310816 | val_loss: 0.0311248 | Time: 1989.9 ms [2021-08-10 06:26:34 main:574] : INFO : Epoch 1975 | loss: 0.0310787 | val_loss: 0.0311274 | Time: 12177.5 ms [2021-08-10 06:26:35 main:574] : INFO : Epoch 1976 | loss: 0.0310771 | val_loss: 0.0311196 | Time: 1783.19 ms [2021-08-10 06:26:37 main:574] : INFO : Epoch 1977 | loss: 0.0310745 | val_loss: 0.0311217 | Time: 1922.64 ms [2021-08-10 06:26:39 main:574] : INFO : Epoch 1978 | loss: 0.0310751 | val_loss: 0.0311169 | Time: 2098.78 ms [2021-08-10 06:26:41 main:574] : INFO : Epoch 1979 | loss: 0.0310726 | val_loss: 0.0311195 | Time: 1999.89 ms [2021-08-10 06:26:43 main:574] : INFO : Epoch 1980 | loss: 0.031075 | val_loss: 0.0311228 | Time: 1872.83 ms [2021-08-10 06:26:45 main:574] : INFO : Epoch 1981 | loss: 0.031077 | val_loss: 0.0311133 | Time: 1773.33 ms [2021-08-10 06:26:47 main:574] : INFO : Epoch 1982 | loss: 0.0311638 | val_loss: 0.0313061 | Time: 2081.53 ms [2021-08-10 06:26:49 main:574] : INFO : Epoch 1983 | loss: 0.0321607 | val_loss: 0.0314619 | Time: 2097.22 ms [2021-08-10 06:26:51 main:574] : INFO : Epoch 1984 | loss: 0.0314165 | val_loss: 0.0313195 | Time: 1840.63 ms [2021-08-10 06:26:53 main:574] : INFO : Epoch 1985 | loss: 0.0312762 | val_loss: 0.0312553 | Time: 1835.14 ms [2021-08-10 06:26:55 main:574] : INFO : Epoch 1986 | loss: 0.0312456 | val_loss: 0.0312405 | Time: 1955.74 ms [2021-08-10 06:26:57 main:574] : INFO : Epoch 1987 | loss: 0.0312372 | val_loss: 0.0312314 | Time: 2099.77 ms [2021-08-10 06:26:59 main:574] : INFO : Epoch 1988 | loss: 0.0312335 | val_loss: 0.0312261 | Time: 1995.83 ms [2021-08-10 06:27:01 main:574] : INFO : Epoch 1989 | loss: 0.0312262 | val_loss: 0.0312227 | Time: 1787.09 ms [2021-08-10 06:27:03 main:574] : INFO : Epoch 1990 | loss: 0.0312228 | val_loss: 0.03122 | Time: 1811.64 ms [2021-08-10 06:27:05 main:574] : INFO : Epoch 1991 | loss: 0.031221 | val_loss: 0.0312181 | Time: 2082.2 ms [2021-08-10 06:27:07 main:574] : INFO : Epoch 1992 | loss: 0.0312239 | val_loss: 0.0312309 | Time: 2077.92 ms [2021-08-10 06:27:09 main:574] : INFO : Epoch 1993 | loss: 0.031228 | val_loss: 0.0312336 | Time: 1795.04 ms [2021-08-10 06:27:10 main:574] : INFO : Epoch 1994 | loss: 0.0312221 | val_loss: 0.0312176 | Time: 1817.26 ms [2021-08-10 06:27:12 main:574] : INFO : Epoch 1995 | loss: 0.0312144 | val_loss: 0.0312088 | Time: 1959.57 ms [2021-08-10 06:27:15 main:574] : INFO : Epoch 1996 | loss: 0.0312123 | val_loss: 0.0312075 | Time: 2117.71 ms [2021-08-10 06:27:16 main:574] : INFO : Epoch 1997 | loss: 0.031208 | val_loss: 0.0312111 | Time: 1935.41 ms [2021-08-10 06:27:18 main:574] : INFO : Epoch 1998 | loss: 0.0312116 | val_loss: 0.0312283 | Time: 1818.1 ms [2021-08-10 06:27:20 main:574] : INFO : Epoch 1999 | loss: 0.0312195 | val_loss: 0.0312447 | Time: 1845.43 ms [2021-08-10 06:27:22 main:574] : INFO : Epoch 2000 | loss: 0.031216 | val_loss: 0.031205 | Time: 2117.18 ms [2021-08-10 06:27:24 main:574] : INFO : Epoch 2001 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 2100.4 ms [2021-08-10 06:27:26 main:574] : INFO : Epoch 2002 | loss: 0.0312023 | val_loss: 0.0312042 | Time: 1828.06 ms [2021-08-10 06:27:28 main:574] : INFO : Epoch 2003 | loss: 0.0312008 | val_loss: 0.0312073 | Time: 1893.06 ms [2021-08-10 06:27:30 main:574] : INFO : Epoch 2004 | loss: 0.0312008 | val_loss: 0.0312092 | Time: 1909.06 ms [2021-08-10 06:27:32 main:574] : INFO : Epoch 2005 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 2066.98 ms [2021-08-10 06:27:34 main:574] : INFO : Epoch 2006 | loss: 0.0311998 | val_loss: 0.0311983 | Time: 1953.15 ms [2021-08-10 06:27:36 main:574] : INFO : Epoch 2007 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 1870.76 ms [2021-08-10 06:27:38 main:574] : INFO : Epoch 2008 | loss: 0.0311972 | val_loss: 0.0311976 | Time: 1794.22 ms [2021-08-10 06:27:40 main:574] : INFO : Epoch 2009 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 2057.51 ms [2021-08-10 06:27:42 main:574] : INFO : Epoch 2010 | loss: 0.0311962 | val_loss: 0.0311949 | Time: 2066.08 ms [2021-08-10 06:27:44 main:574] : INFO : Epoch 2011 | loss: 0.031195 | val_loss: 0.0311956 | Time: 1831.87 ms [2021-08-10 06:27:46 main:574] : INFO : Epoch 2012 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 1809.66 ms [2021-08-10 06:27:48 main:574] : INFO : Epoch 2013 | loss: 0.0312019 | val_loss: 0.0312075 | Time: 2029.07 ms [2021-08-10 06:27:50 main:574] : INFO : Epoch 2014 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 2093.6 ms [2021-08-10 06:27:52 main:574] : INFO : Epoch 2015 | loss: 0.031195 | val_loss: 0.0312018 | Time: 1951.71 ms [2021-08-10 06:27:54 main:574] : INFO : Epoch 2016 | loss: 0.0311931 | val_loss: 0.0311962 | Time: 1794.65 ms [2021-08-10 06:27:55 main:574] : INFO : Epoch 2017 | loss: 0.0311922 | val_loss: 0.0312038 | Time: 1858.51 ms [2021-08-10 06:27:57 main:574] : INFO : Epoch 2018 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 2081.01 ms [2021-08-10 06:28:00 main:574] : INFO : Epoch 2019 | loss: 0.0311929 | val_loss: 0.0311902 | Time: 2030.05 ms [2021-08-10 06:28:01 main:574] : INFO : Epoch 2020 | loss: 0.0311908 | val_loss: 0.0311897 | Time: 1844.98 ms [2021-08-10 06:28:03 main:574] : INFO : Epoch 2021 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 1777.7 ms [2021-08-10 06:28:05 main:574] : INFO : Epoch 2022 | loss: 0.0311907 | val_loss: 0.0311926 | Time: 2030.41 ms [2021-08-10 06:28:07 main:574] : INFO : Epoch 2023 | loss: 0.0311908 | val_loss: 0.0311889 | Time: 2089.7 ms [2021-08-10 06:28:09 main:574] : INFO : Epoch 2024 | loss: 0.0311907 | val_loss: 0.031195 | Time: 1861.53 ms [2021-08-10 06:28:11 main:574] : INFO : Epoch 2025 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 1810.75 ms [2021-08-10 06:28:13 main:574] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 1913.13 ms [2021-08-10 06:28:15 main:574] : INFO : Epoch 2027 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 2110.11 ms [2021-08-10 06:28:17 main:574] : INFO : Epoch 2028 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 2032.79 ms [2021-08-10 06:28:19 main:574] : INFO : Epoch 2029 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 1836.72 ms [2021-08-10 06:28:21 main:574] : INFO : Epoch 2030 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 1799.4 ms [2021-08-10 06:28:23 main:574] : INFO : Epoch 2031 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 2045.97 ms [2021-08-10 06:28:25 main:574] : INFO : Epoch 2032 | loss: 0.0311846 | val_loss: 0.0311959 | Time: 2106.24 ms [2021-08-10 06:28:27 main:574] : INFO : Epoch 2033 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 1824.7 ms [2021-08-10 06:28:29 main:574] : INFO : Epoch 2034 | loss: 0.031185 | val_loss: 0.0311871 | Time: 1842.42 ms [2021-08-10 06:28:31 main:574] : INFO : Epoch 2035 | loss: 0.0311827 | val_loss: 0.0311886 | Time: 1952.81 ms [2021-08-10 06:28:33 main:574] : INFO : Epoch 2036 | loss: 0.0311845 | val_loss: 0.0311873 | Time: 2094.97 ms [2021-08-10 06:28:35 main:574] : INFO : Epoch 2037 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 1992.23 ms [2021-08-10 06:28:36 main:574] : INFO : Epoch 2038 | loss: 0.0311827 | val_loss: 0.0311894 | Time: 1780.72 ms [2021-08-10 06:28:38 main:574] : INFO : Epoch 2039 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 1795.87 ms [2021-08-10 06:28:40 main:574] : INFO : Epoch 2040 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 2097.11 ms [2021-08-10 06:28:42 main:574] : INFO : Epoch 2041 | loss: 0.031185 | val_loss: 0.0311959 | Time: 2043.29 ms [2021-08-10 06:28:44 main:574] : INFO : Epoch 2042 | loss: 0.0311837 | val_loss: 0.031187 | Time: 1826.67 ms [2021-08-10 06:28:46 main:574] : INFO : Epoch 2043 | loss: 0.0311813 | val_loss: 0.0311869 | Time: 1825.47 ms [2021-08-10 06:28:48 main:574] : INFO : Epoch 2044 | loss: 0.0311842 | val_loss: 0.0311864 | Time: 1958.2 ms [2021-08-10 06:28:50 main:574] : INFO : Epoch 2045 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 2087.64 ms [2021-08-10 06:28:52 main:574] : INFO : Epoch 2046 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 1910.86 ms [2021-08-10 06:28:54 main:574] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 1831.69 ms [2021-08-10 06:28:56 main:574] : INFO : Epoch 2048 | loss: 0.0311846 | val_loss: 0.0311902 | Time: 1828.55 ms [2021-08-10 06:28:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311902 [2021-08-10 06:28:56 main:603] : INFO : Saving end state to config to file [2021-08-10 06:28:56 main:608] : INFO : Success, exiting.. 06:28:56 (131960): 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)