Task 14461443
| Name | ParityModified-1647046233-22156-2-0_0 |
| Workunit | 11503744 |
| Created | 6 Apr 2022, 9:50:43 UTC |
| Sent | 9 Apr 2022, 19:45:40 UTC |
| Report deadline | 17 Apr 2022, 19:45:40 UTC |
| Received | 10 Apr 2022, 5:09:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 7 min 46 sec |
| CPU time | 1 hours 0 min 4 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> 22:46:38 main:574] : INFO : Epoch 1542 | loss: 0.031186 | val_loss: 0.0311866 | Time: 1875.21 ms [2022-04-09 22:46:40 main:574] : INFO : Epoch 1543 | loss: 0.0311851 | val_loss: 0.031186 | Time: 1835.29 ms [2022-04-09 22:46:42 main:574] : INFO : Epoch 1544 | loss: 0.031188 | val_loss: 0.0311854 | Time: 1997.64 ms [2022-04-09 22:46:44 main:574] : INFO : Epoch 1545 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 1860.17 ms [2022-04-09 22:46:46 main:574] : INFO : Epoch 1546 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 1851.01 ms [2022-04-09 22:46:48 main:574] : INFO : Epoch 1547 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 1827.34 ms [2022-04-09 22:46:50 main:574] : INFO : Epoch 1548 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 1853.71 ms [2022-04-09 22:46:52 main:574] : INFO : Epoch 1549 | loss: 0.031188 | val_loss: 0.0311903 | Time: 1896.68 ms [2022-04-09 22:46:53 main:574] : INFO : Epoch 1550 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 1819.56 ms [2022-04-09 22:46:55 main:574] : INFO : Epoch 1551 | loss: 0.0311839 | val_loss: 0.0311944 | Time: 1847.48 ms [2022-04-09 22:46:57 main:574] : INFO : Epoch 1552 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 1889.73 ms [2022-04-09 22:46:59 main:574] : INFO : Epoch 1553 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 1816.16 ms [2022-04-09 22:47:01 main:574] : INFO : Epoch 1554 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 1854.91 ms [2022-04-09 22:47:03 main:574] : INFO : Epoch 1555 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 1871.72 ms [2022-04-09 22:47:05 main:574] : INFO : Epoch 1556 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 1808.72 ms [2022-04-09 22:47:07 main:574] : INFO : Epoch 1557 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1838.89 ms [2022-04-09 22:47:09 main:574] : INFO : Epoch 1558 | loss: 0.0311865 | val_loss: 0.0311923 | Time: 1799.63 ms [2022-04-09 22:47:11 main:574] : INFO : Epoch 1559 | loss: 0.031192 | val_loss: 0.0311999 | Time: 1860.13 ms [2022-04-09 22:47:12 main:574] : INFO : Epoch 1560 | loss: 0.0311987 | val_loss: 0.0312004 | Time: 1882.17 ms [2022-04-09 22:47:14 main:574] : INFO : Epoch 1561 | loss: 0.0311955 | val_loss: 0.0311987 | Time: 1872.31 ms [2022-04-09 22:47:16 main:574] : INFO : Epoch 1562 | loss: 0.0311946 | val_loss: 0.031195 | Time: 1861.84 ms [2022-04-09 22:47:18 main:574] : INFO : Epoch 1563 | loss: 0.0311928 | val_loss: 0.0311958 | Time: 1792.09 ms [2022-04-09 22:47:20 main:574] : INFO : Epoch 1564 | loss: 0.0311919 | val_loss: 0.0311939 | Time: 1819.08 ms [2022-04-09 22:47:22 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.0311962 | Time: 1923.34 ms [2022-04-09 22:47:24 main:574] : INFO : Epoch 1566 | loss: 0.0311891 | val_loss: 0.0311953 | Time: 1810.02 ms [2022-04-09 22:47:26 main:574] : INFO : Epoch 1567 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 1820.73 ms [2022-04-09 22:47:28 main:574] : INFO : Epoch 1568 | loss: 0.0311992 | val_loss: 0.0311967 | Time: 1816.41 ms [2022-04-09 22:47:30 main:574] : INFO : Epoch 1569 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 2048.15 ms [2022-04-09 22:47:32 main:574] : INFO : Epoch 1570 | loss: 0.0311948 | val_loss: 0.0311933 | Time: 2221.09 ms [2022-04-09 22:47:34 main:574] : INFO : Epoch 1571 | loss: 0.0311922 | val_loss: 0.0311924 | Time: 1865.11 ms [2022-04-09 22:47:36 main:574] : INFO : Epoch 1572 | loss: 0.0311918 | val_loss: 0.0311904 | Time: 1918.84 ms [2022-04-09 22:47:38 main:574] : INFO : Epoch 1573 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 1768.71 ms [2022-04-09 22:47:40 main:574] : INFO : Epoch 1574 | loss: 0.031189 | val_loss: 0.0311924 | Time: 1826.02 ms [2022-04-09 22:47:42 main:574] : INFO : Epoch 1575 | loss: 0.0311894 | val_loss: 0.0311915 | Time: 1845.44 ms [2022-04-09 22:47:44 main:574] : INFO : Epoch 1576 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 1866.57 ms [2022-04-09 22:47:46 main:574] : INFO : Epoch 1577 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 1981.75 ms [2022-04-09 22:47:48 main:574] : INFO : Epoch 1578 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 1823.62 ms [2022-04-09 22:47:50 main:574] : INFO : Epoch 1579 | loss: 0.0311918 | val_loss: 0.0311993 | Time: 1984.63 ms [2022-04-09 22:47:52 main:574] : INFO : Epoch 1580 | loss: 0.0311926 | val_loss: 0.0312042 | Time: 1841.43 ms [2022-04-09 22:47:53 main:574] : INFO : Epoch 1581 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 1858.69 ms [2022-04-09 22:47:55 main:574] : INFO : Epoch 1582 | loss: 0.0311893 | val_loss: 0.031193 | Time: 1825.7 ms [2022-04-09 22:47:57 main:574] : INFO : Epoch 1583 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 1919.98 ms [2022-04-09 22:47:59 main:574] : INFO : Epoch 1584 | loss: 0.0311929 | val_loss: 0.0312 | Time: 1759.54 ms [2022-04-09 22:48:01 main:574] : INFO : Epoch 1585 | loss: 0.0311949 | val_loss: 0.0311996 | Time: 1885.07 ms [2022-04-09 22:48:03 main:574] : INFO : Epoch 1586 | loss: 0.0311934 | val_loss: 0.0311964 | Time: 1885.41 ms [2022-04-09 22:48:05 main:574] : INFO : Epoch 1587 | loss: 0.0311929 | val_loss: 0.031196 | Time: 1847.91 ms [2022-04-09 22:48:07 main:574] : INFO : Epoch 1588 | loss: 0.0311921 | val_loss: 0.031197 | Time: 1891.82 ms [2022-04-09 22:48:09 main:574] : INFO : Epoch 1589 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 1897.73 ms [2022-04-09 22:48:11 main:574] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0311983 | Time: 1823.89 ms [2022-04-09 22:48:13 main:574] : INFO : Epoch 1591 | loss: 0.031192 | val_loss: 0.0311997 | Time: 2014.5 ms [2022-04-09 22:48:15 main:574] : INFO : Epoch 1592 | loss: 0.0311909 | val_loss: 0.0311992 | Time: 1837.52 ms [2022-04-09 22:48:17 main:574] : INFO : Epoch 1593 | loss: 0.0311908 | val_loss: 0.0311967 | Time: 1963.97 ms [2022-04-09 22:48:19 main:574] : INFO : Epoch 1594 | loss: 0.0311902 | val_loss: 0.0312031 | Time: 1872.78 ms [2022-04-09 22:48:21 main:574] : INFO : Epoch 1595 | loss: 0.0311903 | val_loss: 0.0311988 | Time: 1876.22 ms [2022-04-09 22:48:23 main:574] : INFO : Epoch 1596 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 2068.96 ms [2022-04-09 22:48:25 main:574] : INFO : Epoch 1597 | loss: 0.0311894 | val_loss: 0.031197 | Time: 1881.38 ms [2022-04-09 22:48:27 main:574] : INFO : Epoch 1598 | loss: 0.0311893 | val_loss: 0.0311962 | Time: 1965.45 ms [2022-04-09 22:48:29 main:574] : INFO : Epoch 1599 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 1961.88 ms [2022-04-09 22:48:31 main:574] : INFO : Epoch 1600 | loss: 0.031192 | val_loss: 0.0311976 | Time: 1970.19 ms [2022-04-09 22:48:33 main:574] : INFO : Epoch 1601 | loss: 0.0311901 | val_loss: 0.0311973 | Time: 2359.8 ms [2022-04-09 22:48:35 main:574] : INFO : Epoch 1602 | loss: 0.0311909 | val_loss: 0.0311992 | Time: 2065.11 ms [2022-04-09 22:48:38 main:574] : INFO : Epoch 1603 | loss: 0.0311901 | val_loss: 0.0311976 | Time: 2124.52 ms [2022-04-09 22:48:40 main:574] : INFO : Epoch 1604 | loss: 0.0311901 | val_loss: 0.031203 | Time: 2048.85 ms [2022-04-09 22:48:42 main:574] : INFO : Epoch 1605 | loss: 0.0311914 | val_loss: 0.0311986 | Time: 2136.51 ms [2022-04-09 22:48:44 main:574] : INFO : Epoch 1606 | loss: 0.0311902 | val_loss: 0.0312007 | Time: 2120.54 ms [2022-04-09 22:48:46 main:574] : INFO : Epoch 1607 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 2095.66 ms [2022-04-09 22:48:48 main:574] : INFO : Epoch 1608 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 2145.39 ms [2022-04-09 22:48:51 main:574] : INFO : Epoch 1609 | loss: 0.0311901 | val_loss: 0.0311989 | Time: 2302.04 ms [2022-04-09 22:48:53 main:574] : INFO : Epoch 1610 | loss: 0.0311923 | val_loss: 0.0312 | Time: 2231.73 ms [2022-04-09 22:48:55 main:574] : INFO : Epoch 1611 | loss: 0.0311883 | val_loss: 0.0311974 | Time: 2347.6 ms [2022-04-09 22:48:58 main:574] : INFO : Epoch 1612 | loss: 0.03119 | val_loss: 0.0312051 | Time: 2155.81 ms [2022-04-09 22:49:00 main:574] : INFO : Epoch 1613 | loss: 0.031189 | val_loss: 0.0312075 | Time: 2006.16 ms [2022-04-09 22:49:02 main:574] : INFO : Epoch 1614 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 1947.17 ms [2022-04-09 22:49:04 main:574] : INFO : Epoch 1615 | loss: 0.0311903 | val_loss: 0.0311999 | Time: 2119.89 ms [2022-04-09 22:49:06 main:574] : INFO : Epoch 1616 | loss: 0.0311879 | val_loss: 0.0312004 | Time: 2098.39 ms [2022-04-09 22:49:08 main:574] : INFO : Epoch 1617 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 1923.42 ms [2022-04-09 22:49:10 main:574] : INFO : Epoch 1618 | loss: 0.031189 | val_loss: 0.0312 | Time: 1986.82 ms [2022-04-09 22:49:12 main:574] : INFO : Epoch 1619 | loss: 0.0311882 | val_loss: 0.0311995 | Time: 1847.97 ms [2022-04-09 22:49:14 main:574] : INFO : Epoch 1620 | loss: 0.0311881 | val_loss: 0.0312071 | Time: 1850.97 ms [2022-04-09 22:49:16 main:574] : INFO : Epoch 1621 | loss: 0.0311908 | val_loss: 0.0311984 | Time: 1825.99 ms [2022-04-09 22:49:18 main:574] : INFO : Epoch 1622 | loss: 0.0311886 | val_loss: 0.0311981 | Time: 1858.29 ms [2022-04-09 22:49:20 main:574] : INFO : Epoch 1623 | loss: 0.0311873 | val_loss: 0.0311984 | Time: 1870.43 ms [2022-04-09 22:49:22 main:574] : INFO : Epoch 1624 | loss: 0.0311879 | val_loss: 0.0311972 | Time: 1928.85 ms [2022-04-09 22:49:24 main:574] : INFO : Epoch 1625 | loss: 0.0311881 | val_loss: 0.0311994 | Time: 1934.63 ms [2022-04-09 22:49:25 main:574] : INFO : Epoch 1626 | loss: 0.0311878 | val_loss: 0.0311987 | Time: 1876.93 ms [2022-04-09 22:49:27 main:574] : INFO : Epoch 1627 | loss: 0.0311899 | val_loss: 0.0312039 | Time: 1911.21 ms [2022-04-09 22:49:29 main:574] : INFO : Epoch 1628 | loss: 0.0311884 | val_loss: 0.0311961 | Time: 1799.46 ms [2022-04-09 22:49:31 main:574] : INFO : Epoch 1629 | loss: 0.0311869 | val_loss: 0.0312026 | Time: 1804.69 ms [2022-04-09 22:49:33 main:574] : INFO : Epoch 1630 | loss: 0.0311876 | val_loss: 0.0311959 | Time: 1854.19 ms [2022-04-09 22:49:35 main:574] : INFO : Epoch 1631 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 1861.51 ms [2022-04-09 22:49:37 main:574] : INFO : Epoch 1632 | loss: 0.0311864 | val_loss: 0.0311992 | Time: 1905.36 ms [2022-04-09 22:49:39 main:574] : INFO : Epoch 1633 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1826.74 ms [2022-04-09 22:49:41 main:574] : INFO : Epoch 1634 | loss: 0.0311863 | val_loss: 0.0311996 | Time: 1763.04 ms [2022-04-09 22:49:43 main:574] : INFO : Epoch 1635 | loss: 0.031186 | val_loss: 0.0311963 | Time: 1906.21 ms [2022-04-09 22:49:44 main:574] : INFO : Epoch 1636 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 1846.37 ms [2022-04-09 22:49:46 main:574] : INFO : Epoch 1637 | loss: 0.0311885 | val_loss: 0.0312006 | Time: 1807.85 ms [2022-04-09 22:49:48 main:574] : INFO : Epoch 1638 | loss: 0.0311864 | val_loss: 0.0311956 | Time: 1813.78 ms [2022-04-09 22:49:50 main:574] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0311966 | Time: 1774.62 ms [2022-04-09 22:49:52 main:574] : INFO : Epoch 1640 | loss: 0.0311871 | val_loss: 0.0312012 | Time: 1916.9 ms [2022-04-09 22:49:54 main:574] : INFO : Epoch 1641 | loss: 0.0311863 | val_loss: 0.0311961 | Time: 1947.77 ms [2022-04-09 22:49:56 main:574] : INFO : Epoch 1642 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 1780.67 ms [2022-04-09 22:49:58 main:574] : INFO : Epoch 1643 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 1849.39 ms [2022-04-09 22:50:00 main:574] : INFO : Epoch 1644 | loss: 0.031188 | val_loss: 0.0311946 | Time: 1868.13 ms [2022-04-09 22:50:01 main:574] : INFO : Epoch 1645 | loss: 0.0311857 | val_loss: 0.0311933 | Time: 1816.19 ms [2022-04-09 22:50:03 main:574] : INFO : Epoch 1646 | loss: 0.0311855 | val_loss: 0.0311977 | Time: 2029.35 ms [2022-04-09 22:50:05 main:574] : INFO : Epoch 1647 | loss: 0.0311876 | val_loss: 0.0311943 | Time: 1873.04 ms [2022-04-09 22:50:07 main:574] : INFO : Epoch 1648 | loss: 0.0311842 | val_loss: 0.0311928 | Time: 1886.36 ms [2022-04-09 22:50:09 main:574] : INFO : Epoch 1649 | loss: 0.0311854 | val_loss: 0.031195 | Time: 1851.13 ms [2022-04-09 22:50:11 main:574] : INFO : Epoch 1650 | loss: 0.0311831 | val_loss: 0.0311945 | Time: 1916.19 ms [2022-04-09 22:50:14 main:574] : INFO : Epoch 1651 | loss: 0.0311845 | val_loss: 0.031194 | Time: 2356.84 ms [2022-04-09 22:50:16 main:574] : INFO : Epoch 1652 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 2244.83 ms [2022-04-09 22:50:19 main:574] : INFO : Epoch 1653 | loss: 0.0311918 | val_loss: 0.031197 | Time: 2320.61 ms [2022-04-09 22:50:21 main:574] : INFO : Epoch 1654 | loss: 0.0311898 | val_loss: 0.0311964 | Time: 2137.5 ms [2022-04-09 22:50:23 main:574] : INFO : Epoch 1655 | loss: 0.0311906 | val_loss: 0.0311977 | Time: 2265.77 ms [2022-04-09 22:50:25 main:574] : INFO : Epoch 1656 | loss: 0.0311932 | val_loss: 0.031198 | Time: 2209.88 ms [2022-04-09 22:50:27 main:574] : INFO : Epoch 1657 | loss: 0.0311917 | val_loss: 0.0312006 | Time: 2027.06 ms [2022-04-09 22:50:30 main:574] : INFO : Epoch 1658 | loss: 0.0311919 | val_loss: 0.031198 | Time: 2065.56 ms [2022-04-09 22:50:32 main:574] : INFO : Epoch 1659 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 2022.27 ms [2022-04-09 22:50:34 main:574] : INFO : Epoch 1660 | loss: 0.0311891 | val_loss: 0.0312029 | Time: 2062.13 ms [2022-04-09 22:50:36 main:574] : INFO : Epoch 1661 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 2044.26 ms [2022-04-09 22:50:38 main:574] : INFO : Epoch 1662 | loss: 0.0311879 | val_loss: 0.0311964 | Time: 2164.92 ms [2022-04-09 22:50:40 main:574] : INFO : Epoch 1663 | loss: 0.031189 | val_loss: 0.0311981 | Time: 1992.97 ms [2022-04-09 22:50:42 main:574] : INFO : Epoch 1664 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 2043.53 ms [2022-04-09 22:50:44 main:574] : INFO : Epoch 1665 | loss: 0.0311874 | val_loss: 0.0311976 | Time: 2040.32 ms [2022-04-09 22:50:47 main:574] : INFO : Epoch 1666 | loss: 0.0311874 | val_loss: 0.0311966 | Time: 2142.8 ms [2022-04-09 22:50:49 main:574] : INFO : Epoch 1667 | loss: 0.0311909 | val_loss: 0.031194 | Time: 2084.34 ms [2022-04-09 22:50:51 main:574] : INFO : Epoch 1668 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 1899.39 ms [2022-04-09 22:50:53 main:574] : INFO : Epoch 1669 | loss: 0.0311904 | val_loss: 0.0311976 | Time: 1990.67 ms [2022-04-09 22:50:55 main:574] : INFO : Epoch 1670 | loss: 0.0311944 | val_loss: 0.0312004 | Time: 2251.71 ms [2022-04-09 22:50:57 main:574] : INFO : Epoch 1671 | loss: 0.0311954 | val_loss: 0.0312018 | Time: 1943.91 ms [2022-04-09 22:50:59 main:574] : INFO : Epoch 1672 | loss: 0.0311978 | val_loss: 0.0312029 | Time: 2045.03 ms [2022-04-09 22:51:01 main:574] : INFO : Epoch 1673 | loss: 0.0311986 | val_loss: 0.0312053 | Time: 1992.26 ms [2022-04-09 22:51:03 main:574] : INFO : Epoch 1674 | loss: 0.0311992 | val_loss: 0.0312031 | Time: 2025.99 ms [2022-04-09 22:51:06 main:574] : INFO : Epoch 1675 | loss: 0.0311983 | val_loss: 0.0312074 | Time: 2355.97 ms [2022-04-09 22:51:08 main:574] : INFO : Epoch 1676 | loss: 0.0311982 | val_loss: 0.0312021 | Time: 2112.57 ms [2022-04-09 22:51:11 main:574] : INFO : Epoch 1677 | loss: 0.0312004 | val_loss: 0.0312028 | Time: 2666.79 ms [2022-04-09 22:51:13 main:574] : INFO : Epoch 1678 | loss: 0.0311993 | val_loss: 0.0312091 | Time: 2153.97 ms [2022-04-09 22:51:15 main:574] : INFO : Epoch 1679 | loss: 0.0311999 | val_loss: 0.0312126 | Time: 2409.62 ms [2022-04-09 22:51:18 main:574] : INFO : Epoch 1680 | loss: 0.0312017 | val_loss: 0.0312033 | Time: 2126.05 ms [2022-04-09 22:51:20 main:574] : INFO : Epoch 1681 | loss: 0.0311988 | val_loss: 0.0312053 | Time: 2184.95 ms [2022-04-09 22:51:22 main:574] : INFO : Epoch 1682 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 1993.37 ms [2022-04-09 22:51:24 main:574] : INFO : Epoch 1683 | loss: 0.0311982 | val_loss: 0.0312086 | Time: 2113.19 ms [2022-04-09 22:51:26 main:574] : INFO : Epoch 1684 | loss: 0.0311998 | val_loss: 0.0312056 | Time: 2073.49 ms [2022-04-09 22:51:29 main:574] : INFO : Epoch 1685 | loss: 0.0312015 | val_loss: 0.0312167 | Time: 2130.13 ms [2022-04-09 22:51:31 main:574] : INFO : Epoch 1686 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2004.43 ms [2022-04-09 22:51:33 main:574] : INFO : Epoch 1687 | loss: 0.0311956 | val_loss: 0.0312016 | Time: 2130.98 ms [2022-04-09 22:51:35 main:574] : INFO : Epoch 1688 | loss: 0.0311949 | val_loss: 0.0312028 | Time: 2055.22 ms [2022-04-09 22:51:37 main:574] : INFO : Epoch 1689 | loss: 0.0311934 | val_loss: 0.0312023 | Time: 2046.43 ms [2022-04-09 22:51:39 main:574] : INFO : Epoch 1690 | loss: 0.0311934 | val_loss: 0.0312015 | Time: 1936.47 ms [2022-04-09 22:51:41 main:574] : INFO : Epoch 1691 | loss: 0.0311938 | val_loss: 0.0312019 | Time: 2088.87 ms [2022-04-09 22:51:43 main:574] : INFO : Epoch 1692 | loss: 0.031193 | val_loss: 0.0311999 | Time: 1992.42 ms [2022-04-09 22:51:46 main:574] : INFO : Epoch 1693 | loss: 0.0311947 | val_loss: 0.03121 | Time: 2090.39 ms [2022-04-09 22:51:48 main:574] : INFO : Epoch 1694 | loss: 0.0311968 | val_loss: 0.0312038 | Time: 2059.22 ms [2022-04-09 22:51:50 main:574] : INFO : Epoch 1695 | loss: 0.0311968 | val_loss: 0.0312003 | Time: 2005.58 ms [2022-04-09 22:51:52 main:574] : INFO : Epoch 1696 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 2041.41 ms [2022-04-09 22:51:54 main:574] : INFO : Epoch 1697 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 2007.6 ms [2022-04-09 22:51:56 main:574] : INFO : Epoch 1698 | loss: 0.0311926 | val_loss: 0.0311992 | Time: 2312.01 ms [2022-04-09 22:51:59 main:574] : INFO : Epoch 1699 | loss: 0.0311926 | val_loss: 0.0311991 | Time: 2251.47 ms [2022-04-09 22:52:02 main:574] : INFO : Epoch 1700 | loss: 0.0311935 | val_loss: 0.031206 | Time: 2024.12 ms [2022-04-09 22:52:04 main:574] : INFO : Epoch 1701 | loss: 0.0311938 | val_loss: 0.0312024 | Time: 1953.27 ms [2022-04-09 22:52:06 main:574] : INFO : Epoch 1702 | loss: 0.0311934 | val_loss: 0.0312009 | Time: 2124.66 ms [2022-04-09 22:52:08 main:574] : INFO : Epoch 1703 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 2093.53 ms [2022-04-09 22:52:10 main:574] : INFO : Epoch 1704 | loss: 0.031195 | val_loss: 0.0311971 | Time: 1940.87 ms [2022-04-09 22:52:12 main:574] : INFO : Epoch 1705 | loss: 0.0311922 | val_loss: 0.0311989 | Time: 1900.65 ms [2022-04-09 22:52:14 main:574] : INFO : Epoch 1706 | loss: 0.031193 | val_loss: 0.0312001 | Time: 1880.77 ms [2022-04-09 22:52:16 main:574] : INFO : Epoch 1707 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 1813.1 ms [2022-04-09 22:52:17 main:574] : INFO : Epoch 1708 | loss: 0.0311945 | val_loss: 0.0312038 | Time: 1826.83 ms [2022-04-09 22:52:20 main:574] : INFO : Epoch 1709 | loss: 0.0311946 | val_loss: 0.031199 | Time: 2146.08 ms [2022-04-09 22:52:22 main:574] : INFO : Epoch 1710 | loss: 0.0311947 | val_loss: 0.0311999 | Time: 1868.85 ms [2022-04-09 22:52:23 main:574] : INFO : Epoch 1711 | loss: 0.0311954 | val_loss: 0.0311998 | Time: 1857.97 ms [2022-04-09 22:52:25 main:574] : INFO : Epoch 1712 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 1796.25 ms [2022-04-09 22:52:27 main:574] : INFO : Epoch 1713 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 1909.67 ms [2022-04-09 22:52:29 main:574] : INFO : Epoch 1714 | loss: 0.0311955 | val_loss: 0.0312042 | Time: 1815.51 ms [2022-04-09 22:52:31 main:574] : INFO : Epoch 1715 | loss: 0.0311958 | val_loss: 0.0312107 | Time: 1833.71 ms [2022-04-09 22:52:33 main:574] : INFO : Epoch 1716 | loss: 0.0311964 | val_loss: 0.031198 | Time: 1843.16 ms [2022-04-09 22:52:35 main:574] : INFO : Epoch 1717 | loss: 0.0311922 | val_loss: 0.031202 | Time: 1863.86 ms [2022-04-09 22:52:37 main:574] : INFO : Epoch 1718 | loss: 0.0311922 | val_loss: 0.0311974 | Time: 1850.79 ms [2022-04-09 22:52:39 main:574] : INFO : Epoch 1719 | loss: 0.0311913 | val_loss: 0.0311984 | Time: 1846.54 ms [2022-04-09 22:52:41 main:574] : INFO : Epoch 1720 | loss: 0.0311931 | val_loss: 0.0311973 | Time: 1815.36 ms [2022-04-09 22:52:42 main:574] : INFO : Epoch 1721 | loss: 0.031192 | val_loss: 0.0311973 | Time: 1822.64 ms [2022-04-09 22:52:45 main:574] : INFO : Epoch 1722 | loss: 0.0311914 | val_loss: 0.0311972 | Time: 1822.02 ms [2022-04-09 22:52:46 main:574] : INFO : Epoch 1723 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 1881.91 ms [2022-04-09 22:52:48 main:574] : INFO : Epoch 1724 | loss: 0.0311912 | val_loss: 0.0311968 | Time: 1905.88 ms [2022-04-09 22:52:50 main:574] : INFO : Epoch 1725 | loss: 0.0311913 | val_loss: 0.0311988 | Time: 1800.43 ms [2022-04-09 22:52:52 main:574] : INFO : Epoch 1726 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 1792.72 ms [2022-04-09 22:52:54 main:574] : INFO : Epoch 1727 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 1772.17 ms [2022-04-09 22:52:56 main:574] : INFO : Epoch 1728 | loss: 0.0311947 | val_loss: 0.0312097 | Time: 1795.16 ms [2022-04-09 22:52:58 main:574] : INFO : Epoch 1729 | loss: 0.0311993 | val_loss: 0.031204 | Time: 1830.77 ms [2022-04-09 22:53:00 main:574] : INFO : Epoch 1730 | loss: 0.0312055 | val_loss: 0.0312026 | Time: 2031.85 ms [2022-04-09 22:53:02 main:574] : INFO : Epoch 1731 | loss: 0.0312016 | val_loss: 0.0312052 | Time: 1885.51 ms [2022-04-09 22:53:04 main:574] : INFO : Epoch 1732 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 1847.66 ms [2022-04-09 22:53:06 main:574] : INFO : Epoch 1733 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 1877.78 ms [2022-04-09 22:53:07 main:574] : INFO : Epoch 1734 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1847.1 ms [2022-04-09 22:53:09 main:574] : INFO : Epoch 1735 | loss: 0.0311977 | val_loss: 0.0312011 | Time: 1837.19 ms [2022-04-09 22:53:11 main:574] : INFO : Epoch 1736 | loss: 0.0312022 | val_loss: 0.0312034 | Time: 1787.42 ms [2022-04-09 22:53:13 main:574] : INFO : Epoch 1737 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1811.45 ms [2022-04-09 22:53:15 main:574] : INFO : Epoch 1738 | loss: 0.0311983 | val_loss: 0.0312055 | Time: 1897.87 ms [2022-04-09 22:53:17 main:574] : INFO : Epoch 1739 | loss: 0.0311986 | val_loss: 0.031203 | Time: 1850.7 ms [2022-04-09 22:53:19 main:574] : INFO : Epoch 1740 | loss: 0.0311994 | val_loss: 0.0312016 | Time: 1872.31 ms [2022-04-09 22:53:21 main:574] : INFO : Epoch 1741 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 1867.27 ms [2022-04-09 22:53:23 main:574] : INFO : Epoch 1742 | loss: 0.0311973 | val_loss: 0.0312025 | Time: 1770.58 ms [2022-04-09 22:53:25 main:574] : INFO : Epoch 1743 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 1841.39 ms [2022-04-09 22:53:26 main:574] : INFO : Epoch 1744 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 1851.37 ms [2022-04-09 22:53:28 main:574] : INFO : Epoch 1745 | loss: 0.0311966 | val_loss: 0.0312083 | Time: 1826.62 ms [2022-04-09 22:53:30 main:574] : INFO : Epoch 1746 | loss: 0.0311965 | val_loss: 0.0312021 | Time: 1893.28 ms [2022-04-09 22:53:32 main:574] : INFO : Epoch 1747 | loss: 0.031196 | val_loss: 0.031201 | Time: 1776.98 ms [2022-04-09 22:53:34 main:574] : INFO : Epoch 1748 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 1857.89 ms [2022-04-09 22:53:36 main:574] : INFO : Epoch 1749 | loss: 0.031195 | val_loss: 0.0312073 | Time: 1813.87 ms [2022-04-09 22:53:38 main:574] : INFO : Epoch 1750 | loss: 0.0311967 | val_loss: 0.0312038 | Time: 1980.68 ms [2022-04-09 22:53:40 main:574] : INFO : Epoch 1751 | loss: 0.0312017 | val_loss: 0.0312087 | Time: 1867.26 ms [2022-04-09 22:53:42 main:574] : INFO : Epoch 1752 | loss: 0.031203 | val_loss: 0.0312059 | Time: 1742.86 ms [2022-04-09 22:53:44 main:574] : INFO : Epoch 1753 | loss: 0.0311977 | val_loss: 0.0312036 | Time: 1983.84 ms [2022-04-09 22:53:46 main:574] : INFO : Epoch 1754 | loss: 0.031197 | val_loss: 0.0312041 | Time: 1855.79 ms [2022-04-09 22:53:48 main:574] : INFO : Epoch 1755 | loss: 0.0311952 | val_loss: 0.0312013 | Time: 1962.84 ms [2022-04-09 22:53:50 main:574] : INFO : Epoch 1756 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 2238.2 ms [2022-04-09 22:53:52 main:574] : INFO : Epoch 1757 | loss: 0.0311948 | val_loss: 0.0312016 | Time: 1976.24 ms [2022-04-09 22:53:54 main:574] : INFO : Epoch 1758 | loss: 0.0311961 | val_loss: 0.0312016 | Time: 1973.95 ms [2022-04-09 22:53:56 main:574] : INFO : Epoch 1759 | loss: 0.031195 | val_loss: 0.0312022 | Time: 1931.81 ms [2022-04-09 22:53:58 main:574] : INFO : Epoch 1760 | loss: 0.0311937 | val_loss: 0.0311991 | Time: 1830.41 ms [2022-04-09 22:54:00 main:574] : INFO : Epoch 1761 | loss: 0.0311934 | val_loss: 0.0312006 | Time: 1839.21 ms [2022-04-09 22:54:02 main:574] : INFO : Epoch 1762 | loss: 0.031194 | val_loss: 0.0312028 | Time: 1867.11 ms [2022-04-09 22:54:04 main:574] : INFO : Epoch 1763 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 1874.37 ms [2022-04-09 22:54:06 main:574] : INFO : Epoch 1764 | loss: 0.0311947 | val_loss: 0.031209 | Time: 1797.04 ms [2022-04-09 22:54:08 main:574] : INFO : Epoch 1765 | loss: 0.0311939 | val_loss: 0.0312013 | Time: 1903.75 ms [2022-04-09 22:54:09 main:574] : INFO : Epoch 1766 | loss: 0.0311936 | val_loss: 0.0312046 | Time: 1875.51 ms [2022-04-09 22:54:11 main:574] : INFO : Epoch 1767 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 1857.32 ms [2022-04-09 22:54:13 main:574] : INFO : Epoch 1768 | loss: 0.031197 | val_loss: 0.031209 | Time: 1769.66 ms [2022-04-09 22:54:15 main:574] : INFO : Epoch 1769 | loss: 0.0311971 | val_loss: 0.0312034 | Time: 1784.69 ms [2022-04-09 22:54:17 main:574] : INFO : Epoch 1770 | loss: 0.0311943 | val_loss: 0.0312016 | Time: 1874.62 ms [2022-04-09 22:54:19 main:574] : INFO : Epoch 1771 | loss: 0.0311936 | val_loss: 0.0312064 | Time: 1907.33 ms [2022-04-09 22:54:21 main:574] : INFO : Epoch 1772 | loss: 0.0311968 | val_loss: 0.0312033 | Time: 1829.04 ms [2022-04-09 22:54:23 main:574] : INFO : Epoch 1773 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 1832.99 ms [2022-04-09 22:54:25 main:574] : INFO : Epoch 1774 | loss: 0.0311957 | val_loss: 0.0311984 | Time: 1760.75 ms [2022-04-09 22:54:27 main:574] : INFO : Epoch 1775 | loss: 0.0311953 | val_loss: 0.0312021 | Time: 1917.49 ms [2022-04-09 22:54:29 main:574] : INFO : Epoch 1776 | loss: 0.031199 | val_loss: 0.0312057 | Time: 1926.65 ms [2022-04-09 22:54:30 main:574] : INFO : Epoch 1777 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 1798.63 ms [2022-04-09 22:54:32 main:574] : INFO : Epoch 1778 | loss: 0.0311937 | val_loss: 0.0312024 | Time: 1981.96 ms [2022-04-09 22:54:34 main:574] : INFO : Epoch 1779 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 1785.81 ms [2022-04-09 22:54:36 main:574] : INFO : Epoch 1780 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 1849.96 ms [2022-04-09 22:54:38 main:574] : INFO : Epoch 1781 | loss: 0.0311928 | val_loss: 0.0311995 | Time: 1918.63 ms [2022-04-09 22:54:40 main:574] : INFO : Epoch 1782 | loss: 0.0311953 | val_loss: 0.0311992 | Time: 1829.46 ms [2022-04-09 22:54:42 main:574] : INFO : Epoch 1783 | loss: 0.0311984 | val_loss: 0.0312045 | Time: 1829.42 ms [2022-04-09 22:54:44 main:574] : INFO : Epoch 1784 | loss: 0.0311964 | val_loss: 0.0312035 | Time: 1821.93 ms [2022-04-09 22:54:46 main:574] : INFO : Epoch 1785 | loss: 0.0311955 | val_loss: 0.0312061 | Time: 1838.86 ms [2022-04-09 22:54:48 main:574] : INFO : Epoch 1786 | loss: 0.0311948 | val_loss: 0.0312045 | Time: 1994.11 ms [2022-04-09 22:54:50 main:574] : INFO : Epoch 1787 | loss: 0.0311946 | val_loss: 0.0311991 | Time: 1921.41 ms [2022-04-09 22:54:52 main:574] : INFO : Epoch 1788 | loss: 0.0311933 | val_loss: 0.0312011 | Time: 1842.43 ms [2022-04-09 22:54:53 main:574] : INFO : Epoch 1789 | loss: 0.0311934 | val_loss: 0.0312014 | Time: 1798.67 ms [2022-04-09 22:54:55 main:574] : INFO : Epoch 1790 | loss: 0.0311937 | val_loss: 0.0312016 | Time: 1822.82 ms [2022-04-09 22:54:57 main:574] : INFO : Epoch 1791 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 1824.16 ms [2022-04-09 22:54:59 main:574] : INFO : Epoch 1792 | loss: 0.0311931 | val_loss: 0.0312 | Time: 1802.07 ms [2022-04-09 22:55:01 main:574] : INFO : Epoch 1793 | loss: 0.0311934 | val_loss: 0.0311986 | Time: 1951.35 ms [2022-04-09 22:55:03 main:574] : INFO : Epoch 1794 | loss: 0.031192 | val_loss: 0.0311976 | Time: 2206.7 ms [2022-04-09 22:55:06 main:574] : INFO : Epoch 1795 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 2060.38 ms [2022-04-09 22:55:08 main:574] : INFO : Epoch 1796 | loss: 0.031191 | val_loss: 0.0311949 | Time: 1798.17 ms [2022-04-09 22:55:10 main:574] : INFO : Epoch 1797 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 1744.04 ms [2022-04-09 22:55:12 main:574] : INFO : Epoch 1798 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 1788.58 ms [2022-04-09 22:55:14 main:574] : INFO : Epoch 1799 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 1740.19 ms [2022-04-09 22:55:15 main:574] : INFO : Epoch 1800 | loss: 0.0311937 | val_loss: 0.0312013 | Time: 1709.42 ms [2022-04-09 22:55:17 main:574] : INFO : Epoch 1801 | loss: 0.0311958 | val_loss: 0.0312041 | Time: 1859.77 ms [2022-04-09 22:55:19 main:574] : INFO : Epoch 1802 | loss: 0.031198 | val_loss: 0.0312028 | Time: 1977.86 ms [2022-04-09 22:55:21 main:574] : INFO : Epoch 1803 | loss: 0.0311985 | val_loss: 0.0312039 | Time: 1822.72 ms [2022-04-09 22:55:23 main:574] : INFO : Epoch 1804 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 1840 ms [2022-04-09 22:55:25 main:574] : INFO : Epoch 1805 | loss: 0.031198 | val_loss: 0.0312021 | Time: 1892.48 ms [2022-04-09 22:55:28 main:574] : INFO : Epoch 1806 | loss: 0.031199 | val_loss: 0.0312057 | Time: 1918.45 ms [2022-04-09 22:55:30 main:574] : INFO : Epoch 1807 | loss: 0.0311984 | val_loss: 0.0312066 | Time: 1887.32 ms [2022-04-09 22:55:32 main:574] : INFO : Epoch 1808 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 1830.92 ms [2022-04-09 22:55:34 main:574] : INFO : Epoch 1809 | loss: 0.0311975 | val_loss: 0.0312049 | Time: 2077.93 ms [2022-04-09 22:55:37 main:574] : INFO : Epoch 1810 | loss: 0.0311953 | val_loss: 0.0312012 | Time: 1795.92 ms [2022-04-09 22:55:39 main:574] : INFO : Epoch 1811 | loss: 0.0311951 | val_loss: 0.0312035 | Time: 1974.14 ms [2022-04-09 22:55:42 main:574] : INFO : Epoch 1812 | loss: 0.0311952 | val_loss: 0.0311989 | Time: 1877.99 ms [2022-04-09 22:55:44 main:574] : INFO : Epoch 1813 | loss: 0.0311943 | val_loss: 0.0311978 | Time: 1909.88 ms [2022-04-09 22:55:46 main:574] : INFO : Epoch 1814 | loss: 0.0311936 | val_loss: 0.0311991 | Time: 1767.6 ms [2022-04-09 22:55:48 main:574] : INFO : Epoch 1815 | loss: 0.0311936 | val_loss: 0.0311989 | Time: 1847.47 ms [2022-04-09 22:55:50 main:574] : INFO : Epoch 1816 | loss: 0.0311954 | val_loss: 0.031199 | Time: 2009.82 ms [2022-04-09 22:55:52 main:574] : INFO : Epoch 1817 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 1915.98 ms [2022-04-09 22:55:54 main:574] : INFO : Epoch 1818 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 1757.85 ms [2022-04-09 22:55:56 main:574] : INFO : Epoch 1819 | loss: 0.0311966 | val_loss: 0.0312008 | Time: 1763.78 ms [2022-04-09 22:55:58 main:574] : INFO : Epoch 1820 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 1780.84 ms [2022-04-09 22:56:00 main:574] : INFO : Epoch 1821 | loss: 0.031199 | val_loss: 0.0312052 | Time: 1833.78 ms [2022-04-09 22:56:02 main:574] : INFO : Epoch 1822 | loss: 0.0312033 | val_loss: 0.0312057 | Time: 1785.17 ms [2022-04-09 22:56:04 main:574] : INFO : Epoch 1823 | loss: 0.0312028 | val_loss: 0.0312026 | Time: 1787.34 ms [2022-04-09 22:56:05 main:574] : INFO : Epoch 1824 | loss: 0.0311988 | val_loss: 0.0312012 | Time: 1782.03 ms [2022-04-09 22:56:07 main:574] : INFO : Epoch 1825 | loss: 0.031197 | val_loss: 0.0312002 | Time: 1869.07 ms [2022-04-09 22:56:10 main:574] : INFO : Epoch 1826 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 2083 ms [2022-04-09 22:56:12 main:574] : INFO : Epoch 1827 | loss: 0.0311976 | val_loss: 0.0312037 | Time: 1970.55 ms [2022-04-09 22:56:14 main:574] : INFO : Epoch 1828 | loss: 0.0311952 | val_loss: 0.0312005 | Time: 1753.89 ms [2022-04-09 22:56:16 main:574] : INFO : Epoch 1829 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 1816.39 ms [2022-04-09 22:56:18 main:574] : INFO : Epoch 1830 | loss: 0.0311956 | val_loss: 0.0312014 | Time: 1761.36 ms [2022-04-09 22:56:20 main:574] : INFO : Epoch 1831 | loss: 0.0311941 | val_loss: 0.0312001 | Time: 1865.01 ms [2022-04-09 22:56:22 main:574] : INFO : Epoch 1832 | loss: 0.0311933 | val_loss: 0.0312002 | Time: 1886.53 ms [2022-04-09 22:56:23 main:574] : INFO : Epoch 1833 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 1739.79 ms [2022-04-09 22:56:25 main:574] : INFO : Epoch 1834 | loss: 0.0311927 | val_loss: 0.0312019 | Time: 1708.85 ms [2022-04-09 22:56:27 main:574] : INFO : Epoch 1835 | loss: 0.0311938 | val_loss: 0.0312 | Time: 1771.55 ms [2022-04-09 22:56:29 main:574] : INFO : Epoch 1836 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 1756.32 ms [2022-04-09 22:56:31 main:574] : INFO : Epoch 1837 | loss: 0.0311962 | val_loss: 0.0312012 | Time: 1803.92 ms [2022-04-09 22:56:32 main:574] : INFO : Epoch 1838 | loss: 0.0311911 | val_loss: 0.0311996 | Time: 1779.3 ms [2022-04-09 22:56:34 main:574] : INFO : Epoch 1839 | loss: 0.0311905 | val_loss: 0.0312006 | Time: 1739.77 ms [2022-04-09 22:56:36 main:574] : INFO : Epoch 1840 | loss: 0.0311904 | val_loss: 0.0312 | Time: 1828.91 ms [2022-04-09 22:56:38 main:574] : INFO : Epoch 1841 | loss: 0.0311898 | val_loss: 0.0311996 | Time: 1749.94 ms [2022-04-09 22:56:40 main:574] : INFO : Epoch 1842 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 1952.53 ms [2022-04-09 22:56:42 main:574] : INFO : Epoch 1843 | loss: 0.0311898 | val_loss: 0.0312029 | Time: 1839.86 ms [2022-04-09 22:56:44 main:574] : INFO : Epoch 1844 | loss: 0.03119 | val_loss: 0.0311997 | Time: 1753.15 ms [2022-04-09 22:56:45 main:574] : INFO : Epoch 1845 | loss: 0.0311916 | val_loss: 0.0312052 | Time: 1754.59 ms [2022-04-09 22:56:47 main:574] : INFO : Epoch 1846 | loss: 0.0311933 | val_loss: 0.0312004 | Time: 1828.35 ms [2022-04-09 22:56:49 main:574] : INFO : Epoch 1847 | loss: 0.0311904 | val_loss: 0.0311999 | Time: 1835.72 ms [2022-04-09 22:56:51 main:574] : INFO : Epoch 1848 | loss: 0.0311914 | val_loss: 0.0312032 | Time: 1832.95 ms [2022-04-09 22:56:53 main:574] : INFO : Epoch 1849 | loss: 0.0311914 | val_loss: 0.0311973 | Time: 1870.35 ms [2022-04-09 22:56:55 main:574] : INFO : Epoch 1850 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 1760.81 ms [2022-04-09 22:56:57 main:574] : INFO : Epoch 1851 | loss: 0.0311921 | val_loss: 0.0311991 | Time: 1742.26 ms [2022-04-09 22:56:58 main:574] : INFO : Epoch 1852 | loss: 0.0311911 | val_loss: 0.0312034 | Time: 1764.27 ms [2022-04-09 22:57:00 main:574] : INFO : Epoch 1853 | loss: 0.0311952 | val_loss: 0.0311981 | Time: 1838.27 ms [2022-04-09 22:57:02 main:574] : INFO : Epoch 1854 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 1782.8 ms [2022-04-09 22:57:04 main:574] : INFO : Epoch 1855 | loss: 0.03119 | val_loss: 0.0311976 | Time: 1807.01 ms [2022-04-09 22:57:06 main:574] : INFO : Epoch 1856 | loss: 0.0311891 | val_loss: 0.0311967 | Time: 1723.7 ms [2022-04-09 22:57:08 main:574] : INFO : Epoch 1857 | loss: 0.031189 | val_loss: 0.0311955 | Time: 1802.77 ms [2022-04-09 22:57:10 main:574] : INFO : Epoch 1858 | loss: 0.0311875 | val_loss: 0.0311961 | Time: 1826.97 ms [2022-04-09 22:57:11 main:574] : INFO : Epoch 1859 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 1799.91 ms [2022-04-09 22:57:13 main:574] : INFO : Epoch 1860 | loss: 0.0311913 | val_loss: 0.0311982 | Time: 1763.81 ms [2022-04-09 22:57:15 main:574] : INFO : Epoch 1861 | loss: 0.031191 | val_loss: 0.0312025 | Time: 1761.67 ms [2022-04-09 22:57:17 main:574] : INFO : Epoch 1862 | loss: 0.0311909 | val_loss: 0.0312014 | Time: 1721.62 ms [2022-04-09 22:57:19 main:574] : INFO : Epoch 1863 | loss: 0.0311922 | val_loss: 0.031199 | Time: 1831.68 ms [2022-04-09 22:57:21 main:574] : INFO : Epoch 1864 | loss: 0.0311896 | val_loss: 0.0312 | Time: 1996.58 ms [2022-04-09 22:57:23 main:574] : INFO : Epoch 1865 | loss: 0.03119 | val_loss: 0.0312012 | Time: 1980.51 ms [2022-04-09 22:57:25 main:574] : INFO : Epoch 1866 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 1894.01 ms [2022-04-09 22:57:27 main:574] : INFO : Epoch 1867 | loss: 0.0311941 | val_loss: 0.0311994 | Time: 1726.53 ms [2022-04-09 22:57:29 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0311997 | Time: 1741.31 ms [2022-04-09 22:57:30 main:574] : INFO : Epoch 1869 | loss: 0.0311934 | val_loss: 0.0311984 | Time: 1804.55 ms [2022-04-09 22:57:32 main:574] : INFO : Epoch 1870 | loss: 0.0311931 | val_loss: 0.0311993 | Time: 1753.08 ms [2022-04-09 22:57:34 main:574] : INFO : Epoch 1871 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 1752.91 ms [2022-04-09 22:57:36 main:574] : INFO : Epoch 1872 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 1764.73 ms [2022-04-09 22:57:38 main:574] : INFO : Epoch 1873 | loss: 0.03119 | val_loss: 0.0311968 | Time: 1773.26 ms [2022-04-09 22:57:40 main:574] : INFO : Epoch 1874 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 1852.68 ms [2022-04-09 22:57:41 main:574] : INFO : Epoch 1875 | loss: 0.0311897 | val_loss: 0.0311967 | Time: 1787.45 ms [2022-04-09 22:57:43 main:574] : INFO : Epoch 1876 | loss: 0.0311893 | val_loss: 0.0311965 | Time: 1810.33 ms [2022-04-09 22:57:45 main:574] : INFO : Epoch 1877 | loss: 0.031189 | val_loss: 0.0311977 | Time: 1789.17 ms [2022-04-09 22:57:47 main:574] : INFO : Epoch 1878 | loss: 0.0311914 | val_loss: 0.031196 | Time: 1815.01 ms [2022-04-09 22:57:49 main:574] : INFO : Epoch 1879 | loss: 0.0311895 | val_loss: 0.0311954 | Time: 1877.11 ms [2022-04-09 22:57:51 main:574] : INFO : Epoch 1880 | loss: 0.0311903 | val_loss: 0.0311964 | Time: 1788.63 ms [2022-04-09 22:57:53 main:574] : INFO : Epoch 1881 | loss: 0.0311886 | val_loss: 0.0311956 | Time: 1909.62 ms [2022-04-09 22:57:55 main:574] : INFO : Epoch 1882 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 1822.65 ms [2022-04-09 22:57:57 main:574] : INFO : Epoch 1883 | loss: 0.0311911 | val_loss: 0.0311992 | Time: 1762.9 ms [2022-04-09 22:57:58 main:574] : INFO : Epoch 1884 | loss: 0.031192 | val_loss: 0.0311974 | Time: 1823.85 ms [2022-04-09 22:58:00 main:574] : INFO : Epoch 1885 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 1805.31 ms [2022-04-09 22:58:02 main:574] : INFO : Epoch 1886 | loss: 0.0311919 | val_loss: 0.031196 | Time: 1762.33 ms [2022-04-09 22:58:04 main:574] : INFO : Epoch 1887 | loss: 0.0311935 | val_loss: 0.0311957 | Time: 1785.12 ms [2022-04-09 22:58:06 main:574] : INFO : Epoch 1888 | loss: 0.0312006 | val_loss: 0.0312082 | Time: 1783.2 ms [2022-04-09 22:58:08 main:574] : INFO : Epoch 1889 | loss: 0.0312015 | val_loss: 0.0312054 | Time: 1786.6 ms [2022-04-09 22:58:10 main:574] : INFO : Epoch 1890 | loss: 0.0312043 | val_loss: 0.0312034 | Time: 1830.12 ms [2022-04-09 22:58:12 main:574] : INFO : Epoch 1891 | loss: 0.0312036 | val_loss: 0.031203 | Time: 1849.59 ms [2022-04-09 22:58:14 main:574] : INFO : Epoch 1892 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 1812.1 ms [2022-04-09 22:58:15 main:574] : INFO : Epoch 1893 | loss: 0.0311991 | val_loss: 0.0312032 | Time: 1750.32 ms [2022-04-09 22:58:17 main:574] : INFO : Epoch 1894 | loss: 0.0312009 | val_loss: 0.031203 | Time: 1710.95 ms [2022-04-09 22:58:19 main:574] : INFO : Epoch 1895 | loss: 0.0312012 | val_loss: 0.0312026 | Time: 1758.21 ms [2022-04-09 22:58:21 main:574] : INFO : Epoch 1896 | loss: 0.0312033 | val_loss: 0.0312055 | Time: 1848.29 ms [2022-04-09 22:58:23 main:574] : INFO : Epoch 1897 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1696.1 ms [2022-04-09 22:58:25 main:574] : INFO : Epoch 1898 | loss: 0.0312015 | val_loss: 0.0312006 | Time: 1723.94 ms [2022-04-09 22:58:26 main:574] : INFO : Epoch 1899 | loss: 0.0311991 | val_loss: 0.0312004 | Time: 1798.97 ms [2022-04-09 22:58:28 main:574] : INFO : Epoch 1900 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 1755.31 ms [2022-04-09 22:58:30 main:574] : INFO : Epoch 1901 | loss: 0.0311978 | val_loss: 0.0312008 | Time: 1756.75 ms [2022-04-09 22:58:32 main:574] : INFO : Epoch 1902 | loss: 0.0311973 | val_loss: 0.031202 | Time: 1789.78 ms [2022-04-09 22:58:34 main:574] : INFO : Epoch 1903 | loss: 0.0311994 | val_loss: 0.0312044 | Time: 1831.46 ms [2022-04-09 22:58:36 main:574] : INFO : Epoch 1904 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 1732.93 ms [2022-04-09 22:58:37 main:574] : INFO : Epoch 1905 | loss: 0.031198 | val_loss: 0.0312018 | Time: 1766.3 ms [2022-04-09 22:58:39 main:574] : INFO : Epoch 1906 | loss: 0.0311966 | val_loss: 0.0312004 | Time: 1799.76 ms [2022-04-09 22:58:41 main:574] : INFO : Epoch 1907 | loss: 0.0311964 | val_loss: 0.0311998 | Time: 1763.57 ms [2022-04-09 22:58:43 main:574] : INFO : Epoch 1908 | loss: 0.0311954 | val_loss: 0.0312045 | Time: 1939.82 ms [2022-04-09 22:58:45 main:574] : INFO : Epoch 1909 | loss: 0.0311997 | val_loss: 0.0312056 | Time: 1809.29 ms [2022-04-09 22:58:47 main:574] : INFO : Epoch 1910 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 1795.73 ms [2022-04-09 22:58:49 main:574] : INFO : Epoch 1911 | loss: 0.0312078 | val_loss: 0.0312059 | Time: 1807.97 ms [2022-04-09 22:58:51 main:574] : INFO : Epoch 1912 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 1757.7 ms [2022-04-09 22:58:52 main:574] : INFO : Epoch 1913 | loss: 0.0312092 | val_loss: 0.0312108 | Time: 1795.83 ms [2022-04-09 22:58:54 main:574] : INFO : Epoch 1914 | loss: 0.0312071 | val_loss: 0.0312042 | Time: 1845.49 ms [2022-04-09 22:58:56 main:574] : INFO : Epoch 1915 | loss: 0.0312052 | val_loss: 0.0312011 | Time: 1832.41 ms [2022-04-09 22:58:58 main:574] : INFO : Epoch 1916 | loss: 0.0312036 | val_loss: 0.0312 | Time: 1838.98 ms [2022-04-09 22:59:00 main:574] : INFO : Epoch 1917 | loss: 0.0312022 | val_loss: 0.0312033 | Time: 2214.44 ms [2022-04-09 22:59:03 main:574] : INFO : Epoch 1918 | loss: 0.0312076 | val_loss: 0.0312143 | Time: 2087.36 ms [2022-04-09 22:59:04 main:574] : INFO : Epoch 1919 | loss: 0.0312129 | val_loss: 0.0312127 | Time: 1840.3 ms [2022-04-09 22:59:06 main:574] : INFO : Epoch 1920 | loss: 0.0312113 | val_loss: 0.0312161 | Time: 1966.56 ms [2022-04-09 22:59:08 main:574] : INFO : Epoch 1921 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 1842.45 ms [2022-04-09 22:59:11 main:574] : INFO : Epoch 1922 | loss: 0.0312208 | val_loss: 0.0312267 | Time: 1901.26 ms [2022-04-09 22:59:12 main:574] : INFO : Epoch 1923 | loss: 0.0312227 | val_loss: 0.0312262 | Time: 1840.37 ms [2022-04-09 22:59:14 main:574] : INFO : Epoch 1924 | loss: 0.0312212 | val_loss: 0.0312257 | Time: 1818.08 ms [2022-04-09 22:59:16 main:574] : INFO : Epoch 1925 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 1758.47 ms [2022-04-09 22:59:18 main:574] : INFO : Epoch 1926 | loss: 0.0312155 | val_loss: 0.0312172 | Time: 1776.23 ms [2022-04-09 22:59:20 main:574] : INFO : Epoch 1927 | loss: 0.0312139 | val_loss: 0.031219 | Time: 1800.01 ms [2022-04-09 22:59:22 main:574] : INFO : Epoch 1928 | loss: 0.0312131 | val_loss: 0.0312158 | Time: 1784.34 ms [2022-04-09 22:59:23 main:574] : INFO : Epoch 1929 | loss: 0.0312127 | val_loss: 0.0312155 | Time: 1789.05 ms [2022-04-09 22:59:25 main:574] : INFO : Epoch 1930 | loss: 0.0312121 | val_loss: 0.031218 | Time: 1877.7 ms [2022-04-09 22:59:27 main:574] : INFO : Epoch 1931 | loss: 0.0312121 | val_loss: 0.0312173 | Time: 1722.15 ms [2022-04-09 22:59:29 main:574] : INFO : Epoch 1932 | loss: 0.0312112 | val_loss: 0.0312158 | Time: 1855.35 ms [2022-04-09 22:59:31 main:574] : INFO : Epoch 1933 | loss: 0.0312124 | val_loss: 0.0312189 | Time: 1790.14 ms [2022-04-09 22:59:33 main:574] : INFO : Epoch 1934 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 1804.04 ms [2022-04-09 22:59:35 main:574] : INFO : Epoch 1935 | loss: 0.0312128 | val_loss: 0.0312159 | Time: 1906.55 ms [2022-04-09 22:59:37 main:574] : INFO : Epoch 1936 | loss: 0.0312116 | val_loss: 0.0312164 | Time: 1788.37 ms [2022-04-09 22:59:38 main:574] : INFO : Epoch 1937 | loss: 0.0312129 | val_loss: 0.0312166 | Time: 1707.47 ms [2022-04-09 22:59:40 main:574] : INFO : Epoch 1938 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 1786.88 ms [2022-04-09 22:59:42 main:574] : INFO : Epoch 1939 | loss: 0.0312134 | val_loss: 0.0312141 | Time: 1753.09 ms [2022-04-09 22:59:44 main:574] : INFO : Epoch 1940 | loss: 0.0312106 | val_loss: 0.0312127 | Time: 1887.23 ms [2022-04-09 22:59:46 main:574] : INFO : Epoch 1941 | loss: 0.031209 | val_loss: 0.0312137 | Time: 1754.39 ms [2022-04-09 22:59:47 main:574] : INFO : Epoch 1942 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 1778.42 ms [2022-04-09 22:59:49 main:574] : INFO : Epoch 1943 | loss: 0.031209 | val_loss: 0.0312117 | Time: 1817.89 ms [2022-04-09 22:59:51 main:574] : INFO : Epoch 1944 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 1764.99 ms [2022-04-09 22:59:53 main:574] : INFO : Epoch 1945 | loss: 0.0312098 | val_loss: 0.0312115 | Time: 1808.75 ms [2022-04-09 22:59:55 main:574] : INFO : Epoch 1946 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 1792.4 ms [2022-04-09 22:59:57 main:574] : INFO : Epoch 1947 | loss: 0.0312107 | val_loss: 0.0312134 | Time: 1757.67 ms [2022-04-09 22:59:58 main:574] : INFO : Epoch 1948 | loss: 0.03121 | val_loss: 0.0312186 | Time: 1756.2 ms [2022-04-09 23:00:00 main:574] : INFO : Epoch 1949 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 1884.55 ms [2022-04-09 23:00:02 main:574] : INFO : Epoch 1950 | loss: 0.0312092 | val_loss: 0.0312126 | Time: 1978.78 ms [2022-04-09 23:00:04 main:574] : INFO : Epoch 1951 | loss: 0.031207 | val_loss: 0.0312117 | Time: 1805.73 ms [2022-04-09 23:00:06 main:574] : INFO : Epoch 1952 | loss: 0.0312088 | val_loss: 0.0312144 | Time: 1798.33 ms [2022-04-09 23:00:08 main:574] : INFO : Epoch 1953 | loss: 0.0312075 | val_loss: 0.0312126 | Time: 1941.78 ms [2022-04-09 23:00:10 main:574] : INFO : Epoch 1954 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 2003.95 ms [2022-04-09 23:00:12 main:574] : INFO : Epoch 1955 | loss: 0.0312063 | val_loss: 0.0312123 | Time: 1828.38 ms [2022-04-09 23:00:14 main:574] : INFO : Epoch 1956 | loss: 0.0312067 | val_loss: 0.0312136 | Time: 1988.44 ms [2022-04-09 23:00:16 main:574] : INFO : Epoch 1957 | loss: 0.0312056 | val_loss: 0.0312127 | Time: 1876.35 ms [2022-04-09 23:00:18 main:574] : INFO : Epoch 1958 | loss: 0.031207 | val_loss: 0.0312137 | Time: 1755.2 ms [2022-04-09 23:00:19 main:574] : INFO : Epoch 1959 | loss: 0.0312151 | val_loss: 0.0312181 | Time: 1738.53 ms [2022-04-09 23:00:21 main:574] : INFO : Epoch 1960 | loss: 0.0312137 | val_loss: 0.0312246 | Time: 1866.75 ms [2022-04-09 23:00:23 main:574] : INFO : Epoch 1961 | loss: 0.0312088 | val_loss: 0.0312135 | Time: 1842.85 ms [2022-04-09 23:00:25 main:574] : INFO : Epoch 1962 | loss: 0.0312055 | val_loss: 0.0312119 | Time: 1762.55 ms [2022-04-09 23:00:27 main:574] : INFO : Epoch 1963 | loss: 0.0312053 | val_loss: 0.0312132 | Time: 1797.31 ms [2022-04-09 23:00:29 main:574] : INFO : Epoch 1964 | loss: 0.0312093 | val_loss: 0.0312098 | Time: 1877.64 ms [2022-04-09 23:00:31 main:574] : INFO : Epoch 1965 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 2059.69 ms [2022-04-09 23:00:33 main:574] : INFO : Epoch 1966 | loss: 0.031208 | val_loss: 0.03121 | Time: 1885.13 ms [2022-04-09 23:00:35 main:574] : INFO : Epoch 1967 | loss: 0.0312062 | val_loss: 0.0312109 | Time: 1786 ms [2022-04-09 23:00:36 main:574] : INFO : Epoch 1968 | loss: 0.0312041 | val_loss: 0.03121 | Time: 1763.2 ms [2022-04-09 23:00:38 main:574] : INFO : Epoch 1969 | loss: 0.031205 | val_loss: 0.0312118 | Time: 1810.88 ms [2022-04-09 23:00:40 main:574] : INFO : Epoch 1970 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 1774.41 ms [2022-04-09 23:00:42 main:574] : INFO : Epoch 1971 | loss: 0.0312056 | val_loss: 0.0312095 | Time: 1852.42 ms [2022-04-09 23:00:44 main:574] : INFO : Epoch 1972 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1941.02 ms [2022-04-09 23:00:46 main:574] : INFO : Epoch 1973 | loss: 0.031205 | val_loss: 0.0312103 | Time: 1853.14 ms [2022-04-09 23:00:48 main:574] : INFO : Epoch 1974 | loss: 0.031205 | val_loss: 0.031212 | Time: 1765.26 ms [2022-04-09 23:00:49 main:574] : INFO : Epoch 1975 | loss: 0.0312071 | val_loss: 0.0312118 | Time: 1706.66 ms [2022-04-09 23:00:51 main:574] : INFO : Epoch 1976 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 1758.16 ms [2022-04-09 23:00:53 main:574] : INFO : Epoch 1977 | loss: 0.0312121 | val_loss: 0.031212 | Time: 1820.6 ms [2022-04-09 23:00:55 main:574] : INFO : Epoch 1978 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1761.2 ms [2022-04-09 23:00:57 main:574] : INFO : Epoch 1979 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 1751.12 ms [2022-04-09 23:00:59 main:574] : INFO : Epoch 1980 | loss: 0.0312083 | val_loss: 0.0312088 | Time: 1756.03 ms [2022-04-09 23:01:01 main:574] : INFO : Epoch 1981 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 1978.62 ms [2022-04-09 23:01:02 main:574] : INFO : Epoch 1982 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 1854.02 ms [2022-04-09 23:01:04 main:574] : INFO : Epoch 1983 | loss: 0.0312072 | val_loss: 0.0312112 | Time: 1815.02 ms [2022-04-09 23:01:06 main:574] : INFO : Epoch 1984 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 1808.28 ms [2022-04-09 23:01:08 main:574] : INFO : Epoch 1985 | loss: 0.0312093 | val_loss: 0.0312126 | Time: 1851.86 ms [2022-04-09 23:01:10 main:574] : INFO : Epoch 1986 | loss: 0.0312092 | val_loss: 0.0312124 | Time: 1789.73 ms [2022-04-09 23:01:12 main:574] : INFO : Epoch 1987 | loss: 0.0312089 | val_loss: 0.0312108 | Time: 1942.15 ms [2022-04-09 23:01:14 main:574] : INFO : Epoch 1988 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 2052.18 ms [2022-04-09 23:01:16 main:574] : INFO : Epoch 1989 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1831.04 ms [2022-04-09 23:01:18 main:574] : INFO : Epoch 1990 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 1861.25 ms [2022-04-09 23:01:20 main:574] : INFO : Epoch 1991 | loss: 0.0312087 | val_loss: 0.0312137 | Time: 1752.11 ms [2022-04-09 23:01:21 main:574] : INFO : Epoch 1992 | loss: 0.0312093 | val_loss: 0.0312134 | Time: 1761.4 ms [2022-04-09 23:01:23 main:574] : INFO : Epoch 1993 | loss: 0.0312066 | val_loss: 0.0312136 | Time: 1761.64 ms [2022-04-09 23:01:25 main:574] : INFO : Epoch 1994 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 1760.45 ms [2022-04-09 23:01:27 main:574] : INFO : Epoch 1995 | loss: 0.0312073 | val_loss: 0.0312136 | Time: 1783.29 ms [2022-04-09 23:01:29 main:574] : INFO : Epoch 1996 | loss: 0.0312071 | val_loss: 0.0312098 | Time: 1793.32 ms [2022-04-09 23:01:30 main:574] : INFO : Epoch 1997 | loss: 0.0312051 | val_loss: 0.0312107 | Time: 1729.26 ms [2022-04-09 23:01:32 main:574] : INFO : Epoch 1998 | loss: 0.0312104 | val_loss: 0.0312143 | Time: 1906.52 ms [2022-04-09 23:01:34 main:574] : INFO : Epoch 1999 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 1796.61 ms [2022-04-09 23:01:36 main:574] : INFO : Epoch 2000 | loss: 0.0312081 | val_loss: 0.0312144 | Time: 1783.3 ms [2022-04-09 23:01:38 main:574] : INFO : Epoch 2001 | loss: 0.0312082 | val_loss: 0.0312167 | Time: 1814.87 ms [2022-04-09 23:01:40 main:574] : INFO : Epoch 2002 | loss: 0.0312084 | val_loss: 0.0312127 | Time: 1744.86 ms [2022-04-09 23:01:41 main:574] : INFO : Epoch 2003 | loss: 0.0312105 | val_loss: 0.0312155 | Time: 1718.55 ms [2022-04-09 23:01:43 main:574] : INFO : Epoch 2004 | loss: 0.0312092 | val_loss: 0.0312136 | Time: 1754.27 ms [2022-04-09 23:01:45 main:574] : INFO : Epoch 2005 | loss: 0.0312079 | val_loss: 0.0312125 | Time: 1797.8 ms [2022-04-09 23:01:47 main:574] : INFO : Epoch 2006 | loss: 0.0312078 | val_loss: 0.0312129 | Time: 1776.81 ms [2022-04-09 23:01:49 main:574] : INFO : Epoch 2007 | loss: 0.0312093 | val_loss: 0.031219 | Time: 1847.44 ms [2022-04-09 23:01:51 main:574] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.031212 | Time: 1699.42 ms [2022-04-09 23:01:52 main:574] : INFO : Epoch 2009 | loss: 0.0312074 | val_loss: 0.0312103 | Time: 1776.36 ms [2022-04-09 23:01:54 main:574] : INFO : Epoch 2010 | loss: 0.0312056 | val_loss: 0.0312109 | Time: 1769.94 ms [2022-04-09 23:01:56 main:574] : INFO : Epoch 2011 | loss: 0.031206 | val_loss: 0.03121 | Time: 1792.35 ms [2022-04-09 23:01:58 main:574] : INFO : Epoch 2012 | loss: 0.0312056 | val_loss: 0.0312117 | Time: 1859.75 ms [2022-04-09 23:02:00 main:574] : INFO : Epoch 2013 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 1758.72 ms [2022-04-09 23:02:01 main:574] : INFO : Epoch 2014 | loss: 0.0312069 | val_loss: 0.03121 | Time: 1782.14 ms [2022-04-09 23:02:03 main:574] : INFO : Epoch 2015 | loss: 0.0312042 | val_loss: 0.0312095 | Time: 1878 ms [2022-04-09 23:02:05 main:574] : INFO : Epoch 2016 | loss: 0.0312047 | val_loss: 0.0312156 | Time: 1829.04 ms [2022-04-09 23:02:07 main:574] : INFO : Epoch 2017 | loss: 0.0312059 | val_loss: 0.031211 | Time: 1817.14 ms [2022-04-09 23:02:09 main:574] : INFO : Epoch 2018 | loss: 0.0312062 | val_loss: 0.031214 | Time: 1813.16 ms [2022-04-09 23:02:11 main:574] : INFO : Epoch 2019 | loss: 0.0312046 | val_loss: 0.0312084 | Time: 1923.61 ms [2022-04-09 23:02:13 main:574] : INFO : Epoch 2020 | loss: 0.0312035 | val_loss: 0.031208 | Time: 1808.32 ms [2022-04-09 23:02:15 main:574] : INFO : Epoch 2021 | loss: 0.0312033 | val_loss: 0.0312083 | Time: 1950.74 ms [2022-04-09 23:02:17 main:574] : INFO : Epoch 2022 | loss: 0.0312024 | val_loss: 0.0312081 | Time: 1878.22 ms [2022-04-09 23:02:19 main:574] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0312092 | Time: 1930.3 ms [2022-04-09 23:02:21 main:574] : INFO : Epoch 2024 | loss: 0.0312031 | val_loss: 0.0312078 | Time: 1850.79 ms [2022-04-09 23:02:23 main:574] : INFO : Epoch 2025 | loss: 0.0312022 | val_loss: 0.0312115 | Time: 1935.57 ms [2022-04-09 23:02:24 main:574] : INFO : Epoch 2026 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 1821.45 ms [2022-04-09 23:02:26 main:574] : INFO : Epoch 2027 | loss: 0.0312029 | val_loss: 0.03121 | Time: 1767.54 ms [2022-04-09 23:02:28 main:574] : INFO : Epoch 2028 | loss: 0.0312031 | val_loss: 0.0312083 | Time: 1742.62 ms [2022-04-09 23:02:30 main:574] : INFO : Epoch 2029 | loss: 0.0312028 | val_loss: 0.0312098 | Time: 1778.95 ms [2022-04-09 23:02:32 main:574] : INFO : Epoch 2030 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1759.8 ms [2022-04-09 23:02:34 main:574] : INFO : Epoch 2031 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 1887.81 ms [2022-04-09 23:02:35 main:574] : INFO : Epoch 2032 | loss: 0.0312064 | val_loss: 0.0312109 | Time: 1791.92 ms [2022-04-09 23:02:37 main:574] : INFO : Epoch 2033 | loss: 0.0312068 | val_loss: 0.0312095 | Time: 1785.22 ms [2022-04-09 23:02:39 main:574] : INFO : Epoch 2034 | loss: 0.031206 | val_loss: 0.0312098 | Time: 1746.56 ms [2022-04-09 23:02:41 main:574] : INFO : Epoch 2035 | loss: 0.031205 | val_loss: 0.0312094 | Time: 1827.8 ms [2022-04-09 23:02:43 main:574] : INFO : Epoch 2036 | loss: 0.0312046 | val_loss: 0.0312122 | Time: 1843.83 ms [2022-04-09 23:02:45 main:574] : INFO : Epoch 2037 | loss: 0.0312068 | val_loss: 0.0312123 | Time: 1967.63 ms [2022-04-09 23:02:47 main:574] : INFO : Epoch 2038 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 1806.19 ms [2022-04-09 23:02:49 main:574] : INFO : Epoch 2039 | loss: 0.0312038 | val_loss: 0.031209 | Time: 1820.43 ms [2022-04-09 23:02:50 main:574] : INFO : Epoch 2040 | loss: 0.0312028 | val_loss: 0.0312084 | Time: 1801.46 ms [2022-04-09 23:02:52 main:574] : INFO : Epoch 2041 | loss: 0.0312035 | val_loss: 0.0312087 | Time: 1810.38 ms [2022-04-09 23:02:54 main:574] : INFO : Epoch 2042 | loss: 0.0312039 | val_loss: 0.0312084 | Time: 1761.04 ms [2022-04-09 23:02:56 main:574] : INFO : Epoch 2043 | loss: 0.031205 | val_loss: 0.031208 | Time: 1792.89 ms [2022-04-09 23:02:58 main:574] : INFO : Epoch 2044 | loss: 0.031205 | val_loss: 0.0312092 | Time: 1784.47 ms [2022-04-09 23:02:59 main:574] : INFO : Epoch 2045 | loss: 0.0312041 | val_loss: 0.0312101 | Time: 1766.6 ms [2022-04-09 23:03:01 main:574] : INFO : Epoch 2046 | loss: 0.0312042 | val_loss: 0.0312095 | Time: 1805.02 ms [2022-04-09 23:03:03 main:574] : INFO : Epoch 2047 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1754.78 ms [2022-04-09 23:03:05 main:574] : INFO : Epoch 2048 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 1823.64 ms [2022-04-09 23:03:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312084 [2022-04-09 23:03:05 main:603] : INFO : Saving end state to config to file [2022-04-09 23:03:05 main:608] : INFO : Success, exiting.. 23:03:05 (32372): 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)