Task 14537374
| Name | ParityModified-1647048118-27271-2-0_0 |
| Workunit | 11574559 |
| Created | 7 Apr 2022, 10:39:13 UTC |
| Sent | 10 Apr 2022, 7:20:03 UTC |
| Report deadline | 18 Apr 2022, 7:20:03 UTC |
| Received | 10 Apr 2022, 9:34:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 6 min 25 sec |
| CPU time | 1 hours 0 min 2 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311918 | val_loss: 0.0312008 | Time: 1865.89 ms
[2022-04-10 10:17:51 main:574] : INFO : Epoch 1543 | loss: 0.0311937 | val_loss: 0.0311994 | Time: 1807.99 ms
[2022-04-10 10:17:53 main:574] : INFO : Epoch 1544 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 1863.48 ms
[2022-04-10 10:17:54 main:574] : INFO : Epoch 1545 | loss: 0.0311913 | val_loss: 0.0311993 | Time: 1855.91 ms
[2022-04-10 10:17:56 main:574] : INFO : Epoch 1546 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 1856.8 ms
[2022-04-10 10:17:58 main:574] : INFO : Epoch 1547 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 1926.59 ms
[2022-04-10 10:18:00 main:574] : INFO : Epoch 1548 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 2028.46 ms
[2022-04-10 10:18:02 main:574] : INFO : Epoch 1549 | loss: 0.0311905 | val_loss: 0.0311987 | Time: 1875.24 ms
[2022-04-10 10:18:04 main:574] : INFO : Epoch 1550 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 1874.77 ms
[2022-04-10 10:18:06 main:574] : INFO : Epoch 1551 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 1872.41 ms
[2022-04-10 10:18:08 main:574] : INFO : Epoch 1552 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 1841.27 ms
[2022-04-10 10:18:10 main:574] : INFO : Epoch 1553 | loss: 0.031191 | val_loss: 0.0311995 | Time: 1848.49 ms
[2022-04-10 10:18:12 main:574] : INFO : Epoch 1554 | loss: 0.0311907 | val_loss: 0.0311996 | Time: 1905.01 ms
[2022-04-10 10:18:14 main:574] : INFO : Epoch 1555 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 1862.61 ms
[2022-04-10 10:18:16 main:574] : INFO : Epoch 1556 | loss: 0.0311906 | val_loss: 0.0311995 | Time: 1834.01 ms
[2022-04-10 10:18:18 main:574] : INFO : Epoch 1557 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1833.46 ms
[2022-04-10 10:18:19 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.031199 | Time: 1870.43 ms
[2022-04-10 10:18:21 main:574] : INFO : Epoch 1559 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 1839.69 ms
[2022-04-10 10:18:23 main:574] : INFO : Epoch 1560 | loss: 0.0311921 | val_loss: 0.031199 | Time: 1960.6 ms
[2022-04-10 10:18:25 main:574] : INFO : Epoch 1561 | loss: 0.0311944 | val_loss: 0.0311987 | Time: 1850.89 ms
[2022-04-10 10:18:27 main:574] : INFO : Epoch 1562 | loss: 0.031191 | val_loss: 0.0311981 | Time: 2138.77 ms
[2022-04-10 10:18:29 main:574] : INFO : Epoch 1563 | loss: 0.0311932 | val_loss: 0.0312041 | Time: 1911.04 ms
[2022-04-10 10:18:31 main:574] : INFO : Epoch 1564 | loss: 0.0311946 | val_loss: 0.031198 | Time: 1874.58 ms
[2022-04-10 10:18:33 main:574] : INFO : Epoch 1565 | loss: 0.0311922 | val_loss: 0.0312004 | Time: 1831.66 ms
[2022-04-10 10:18:35 main:574] : INFO : Epoch 1566 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 1850.66 ms
[2022-04-10 10:18:37 main:574] : INFO : Epoch 1567 | loss: 0.031191 | val_loss: 0.0311971 | Time: 1942.21 ms
[2022-04-10 10:18:39 main:574] : INFO : Epoch 1568 | loss: 0.0311915 | val_loss: 0.0311976 | Time: 1853.73 ms
[2022-04-10 10:18:41 main:574] : INFO : Epoch 1569 | loss: 0.0311915 | val_loss: 0.0311976 | Time: 2039 ms
[2022-04-10 10:18:43 main:574] : INFO : Epoch 1570 | loss: 0.0311914 | val_loss: 0.0311988 | Time: 1974.59 ms
[2022-04-10 10:18:45 main:574] : INFO : Epoch 1571 | loss: 0.0311923 | val_loss: 0.0311999 | Time: 1858.82 ms
[2022-04-10 10:18:47 main:574] : INFO : Epoch 1572 | loss: 0.0311912 | val_loss: 0.0311972 | Time: 1883.06 ms
[2022-04-10 10:18:49 main:574] : INFO : Epoch 1573 | loss: 0.0311909 | val_loss: 0.0311977 | Time: 1918.41 ms
[2022-04-10 10:18:51 main:574] : INFO : Epoch 1574 | loss: 0.031192 | val_loss: 0.0311982 | Time: 1905.77 ms
[2022-04-10 10:18:53 main:574] : INFO : Epoch 1575 | loss: 0.0311906 | val_loss: 0.0311974 | Time: 1854.23 ms
[2022-04-10 10:18:55 main:574] : INFO : Epoch 1576 | loss: 0.0311911 | val_loss: 0.0311975 | Time: 1854.38 ms
[2022-04-10 10:18:57 main:574] : INFO : Epoch 1577 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 1883.6 ms
[2022-04-10 10:18:59 main:574] : INFO : Epoch 1578 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 1829.03 ms
[2022-04-10 10:19:01 main:574] : INFO : Epoch 1579 | loss: 0.0311909 | val_loss: 0.0311972 | Time: 2015.14 ms
[2022-04-10 10:19:03 main:574] : INFO : Epoch 1580 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 1846.19 ms
[2022-04-10 10:19:05 main:574] : INFO : Epoch 1581 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 1850.39 ms
[2022-04-10 10:19:06 main:574] : INFO : Epoch 1582 | loss: 0.031192 | val_loss: 0.0311976 | Time: 1862.8 ms
[2022-04-10 10:19:08 main:574] : INFO : Epoch 1583 | loss: 0.0311924 | val_loss: 0.0311984 | Time: 1814.35 ms
[2022-04-10 10:19:10 main:574] : INFO : Epoch 1584 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 1950.24 ms
[2022-04-10 10:19:12 main:574] : INFO : Epoch 1585 | loss: 0.0311908 | val_loss: 0.031197 | Time: 1944.92 ms
[2022-04-10 10:19:14 main:574] : INFO : Epoch 1586 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 1852.07 ms
[2022-04-10 10:19:16 main:574] : INFO : Epoch 1587 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 1823.54 ms
[2022-04-10 10:19:18 main:574] : INFO : Epoch 1588 | loss: 0.0311919 | val_loss: 0.0311985 | Time: 1824.04 ms
[2022-04-10 10:19:20 main:574] : INFO : Epoch 1589 | loss: 0.0311924 | val_loss: 0.0311973 | Time: 1843.61 ms
[2022-04-10 10:19:22 main:574] : INFO : Epoch 1590 | loss: 0.0311949 | val_loss: 0.0311998 | Time: 1940.56 ms
[2022-04-10 10:19:24 main:574] : INFO : Epoch 1591 | loss: 0.0311939 | val_loss: 0.0312009 | Time: 1924.1 ms
[2022-04-10 10:19:26 main:574] : INFO : Epoch 1592 | loss: 0.031192 | val_loss: 0.0311972 | Time: 1870.9 ms
[2022-04-10 10:19:28 main:574] : INFO : Epoch 1593 | loss: 0.0311908 | val_loss: 0.0311985 | Time: 1929.19 ms
[2022-04-10 10:19:30 main:574] : INFO : Epoch 1594 | loss: 0.0311931 | val_loss: 0.0312006 | Time: 1816.49 ms
[2022-04-10 10:19:32 main:574] : INFO : Epoch 1595 | loss: 0.0311925 | val_loss: 0.0312009 | Time: 1875.83 ms
[2022-04-10 10:19:33 main:574] : INFO : Epoch 1596 | loss: 0.031193 | val_loss: 0.0311985 | Time: 1856.92 ms
[2022-04-10 10:19:35 main:574] : INFO : Epoch 1597 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 1914.62 ms
[2022-04-10 10:19:37 main:574] : INFO : Epoch 1598 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1860.79 ms
[2022-04-10 10:19:39 main:574] : INFO : Epoch 1599 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1851.01 ms
[2022-04-10 10:19:41 main:574] : INFO : Epoch 1600 | loss: 0.0311921 | val_loss: 0.0311985 | Time: 1837.19 ms
[2022-04-10 10:19:43 main:574] : INFO : Epoch 1601 | loss: 0.0311936 | val_loss: 0.031198 | Time: 2056.81 ms
[2022-04-10 10:19:45 main:574] : INFO : Epoch 1602 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 1910.52 ms
[2022-04-10 10:19:47 main:574] : INFO : Epoch 1603 | loss: 0.0311909 | val_loss: 0.0311987 | Time: 1863.13 ms
[2022-04-10 10:19:49 main:574] : INFO : Epoch 1604 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 1894.87 ms
[2022-04-10 10:19:51 main:574] : INFO : Epoch 1605 | loss: 0.0311918 | val_loss: 0.0312065 | Time: 1923.56 ms
[2022-04-10 10:19:53 main:574] : INFO : Epoch 1606 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 1839.07 ms
[2022-04-10 10:19:55 main:574] : INFO : Epoch 1607 | loss: 0.031192 | val_loss: 0.0311973 | Time: 1879.8 ms
[2022-04-10 10:19:57 main:574] : INFO : Epoch 1608 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1841.81 ms
[2022-04-10 10:19:59 main:574] : INFO : Epoch 1609 | loss: 0.0311915 | val_loss: 0.031197 | Time: 1928.2 ms
[2022-04-10 10:20:01 main:574] : INFO : Epoch 1610 | loss: 0.0311909 | val_loss: 0.0311977 | Time: 1927.22 ms
[2022-04-10 10:20:03 main:574] : INFO : Epoch 1611 | loss: 0.03119 | val_loss: 0.0311968 | Time: 1876.88 ms
[2022-04-10 10:20:05 main:574] : INFO : Epoch 1612 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 1838.44 ms
[2022-04-10 10:20:07 main:574] : INFO : Epoch 1613 | loss: 0.0311907 | val_loss: 0.031201 | Time: 1845.02 ms
[2022-04-10 10:20:08 main:574] : INFO : Epoch 1614 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 1887.3 ms
[2022-04-10 10:20:10 main:574] : INFO : Epoch 1615 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 1847.84 ms
[2022-04-10 10:20:12 main:574] : INFO : Epoch 1616 | loss: 0.031191 | val_loss: 0.031197 | Time: 1897.78 ms
[2022-04-10 10:20:14 main:574] : INFO : Epoch 1617 | loss: 0.0311922 | val_loss: 0.0311972 | Time: 2023.82 ms
[2022-04-10 10:20:16 main:574] : INFO : Epoch 1618 | loss: 0.0311935 | val_loss: 0.0311968 | Time: 1837.43 ms
[2022-04-10 10:20:18 main:574] : INFO : Epoch 1619 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 1861.63 ms
[2022-04-10 10:20:20 main:574] : INFO : Epoch 1620 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 1854.6 ms
[2022-04-10 10:20:22 main:574] : INFO : Epoch 1621 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 1863.53 ms
[2022-04-10 10:20:24 main:574] : INFO : Epoch 1622 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 1832.94 ms
[2022-04-10 10:20:26 main:574] : INFO : Epoch 1623 | loss: 0.0311913 | val_loss: 0.0311972 | Time: 1818.22 ms
[2022-04-10 10:20:28 main:574] : INFO : Epoch 1624 | loss: 0.0311904 | val_loss: 0.0311981 | Time: 1839.89 ms
[2022-04-10 10:20:30 main:574] : INFO : Epoch 1625 | loss: 0.0311908 | val_loss: 0.031198 | Time: 1974.59 ms
[2022-04-10 10:20:32 main:574] : INFO : Epoch 1626 | loss: 0.0311905 | val_loss: 0.0311977 | Time: 1885.24 ms
[2022-04-10 10:20:33 main:574] : INFO : Epoch 1627 | loss: 0.0311896 | val_loss: 0.0311978 | Time: 1873.51 ms
[2022-04-10 10:20:35 main:574] : INFO : Epoch 1628 | loss: 0.0311906 | val_loss: 0.0312007 | Time: 1892.19 ms
[2022-04-10 10:20:37 main:574] : INFO : Epoch 1629 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1843.45 ms
[2022-04-10 10:20:39 main:574] : INFO : Epoch 1630 | loss: 0.0311905 | val_loss: 0.0312008 | Time: 1852.16 ms
[2022-04-10 10:20:41 main:574] : INFO : Epoch 1631 | loss: 0.0311934 | val_loss: 0.031197 | Time: 1932.79 ms
[2022-04-10 10:20:43 main:574] : INFO : Epoch 1632 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 1827.71 ms
[2022-04-10 10:20:45 main:574] : INFO : Epoch 1633 | loss: 0.0311918 | val_loss: 0.0311976 | Time: 1891.61 ms
[2022-04-10 10:20:47 main:574] : INFO : Epoch 1634 | loss: 0.0311906 | val_loss: 0.0311971 | Time: 1927.94 ms
[2022-04-10 10:20:49 main:574] : INFO : Epoch 1635 | loss: 0.0311904 | val_loss: 0.0311978 | Time: 1833.08 ms
[2022-04-10 10:20:51 main:574] : INFO : Epoch 1636 | loss: 0.0311901 | val_loss: 0.0311971 | Time: 1972.58 ms
[2022-04-10 10:20:53 main:574] : INFO : Epoch 1637 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 2017.23 ms
[2022-04-10 10:20:55 main:574] : INFO : Epoch 1638 | loss: 0.0311917 | val_loss: 0.0312 | Time: 1879.89 ms
[2022-04-10 10:20:57 main:574] : INFO : Epoch 1639 | loss: 0.0311909 | val_loss: 0.0311977 | Time: 1994.39 ms
[2022-04-10 10:20:59 main:574] : INFO : Epoch 1640 | loss: 0.0311905 | val_loss: 0.031197 | Time: 1907.67 ms
[2022-04-10 10:21:01 main:574] : INFO : Epoch 1641 | loss: 0.0311897 | val_loss: 0.0311964 | Time: 1935.3 ms
[2022-04-10 10:21:03 main:574] : INFO : Epoch 1642 | loss: 0.0311903 | val_loss: 0.0311985 | Time: 1957.3 ms
[2022-04-10 10:21:05 main:574] : INFO : Epoch 1643 | loss: 0.0311921 | val_loss: 0.0312075 | Time: 1952.97 ms
[2022-04-10 10:21:07 main:574] : INFO : Epoch 1644 | loss: 0.0311911 | val_loss: 0.0311974 | Time: 1851.5 ms
[2022-04-10 10:21:09 main:574] : INFO : Epoch 1645 | loss: 0.0311905 | val_loss: 0.031197 | Time: 1798.81 ms
[2022-04-10 10:21:10 main:574] : INFO : Epoch 1646 | loss: 0.0311908 | val_loss: 0.0311992 | Time: 1820.09 ms
[2022-04-10 10:21:12 main:574] : INFO : Epoch 1647 | loss: 0.0311955 | val_loss: 0.0311995 | Time: 1788.75 ms
[2022-04-10 10:21:14 main:574] : INFO : Epoch 1648 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 1821.54 ms
[2022-04-10 10:21:16 main:574] : INFO : Epoch 1649 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 2131.94 ms
[2022-04-10 10:21:18 main:574] : INFO : Epoch 1650 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1860.95 ms
[2022-04-10 10:21:20 main:574] : INFO : Epoch 1651 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 1850.39 ms
[2022-04-10 10:21:22 main:574] : INFO : Epoch 1652 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 1846.55 ms
[2022-04-10 10:21:24 main:574] : INFO : Epoch 1653 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 1831.48 ms
[2022-04-10 10:21:26 main:574] : INFO : Epoch 1654 | loss: 0.0311909 | val_loss: 0.0311993 | Time: 1866.86 ms
[2022-04-10 10:21:28 main:574] : INFO : Epoch 1655 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 1804.59 ms
[2022-04-10 10:21:30 main:574] : INFO : Epoch 1656 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 1817.87 ms
[2022-04-10 10:21:32 main:574] : INFO : Epoch 1657 | loss: 0.031193 | val_loss: 0.0311972 | Time: 1856.57 ms
[2022-04-10 10:21:33 main:574] : INFO : Epoch 1658 | loss: 0.031193 | val_loss: 0.0311978 | Time: 1820.23 ms
[2022-04-10 10:21:35 main:574] : INFO : Epoch 1659 | loss: 0.0312003 | val_loss: 0.0312105 | Time: 1865.29 ms
[2022-04-10 10:21:37 main:574] : INFO : Epoch 1660 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 1832.78 ms
[2022-04-10 10:21:39 main:574] : INFO : Epoch 1661 | loss: 0.0311931 | val_loss: 0.031202 | Time: 1973.85 ms
[2022-04-10 10:21:41 main:574] : INFO : Epoch 1662 | loss: 0.0311936 | val_loss: 0.0311974 | Time: 1772.66 ms
[2022-04-10 10:21:43 main:574] : INFO : Epoch 1663 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 1970.35 ms
[2022-04-10 10:21:45 main:574] : INFO : Epoch 1664 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 1801.14 ms
[2022-04-10 10:21:47 main:574] : INFO : Epoch 1665 | loss: 0.0311907 | val_loss: 0.0311973 | Time: 1922.41 ms
[2022-04-10 10:21:49 main:574] : INFO : Epoch 1666 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 1862.41 ms
[2022-04-10 10:21:51 main:574] : INFO : Epoch 1667 | loss: 0.031192 | val_loss: 0.0311961 | Time: 1799.42 ms
[2022-04-10 10:21:52 main:574] : INFO : Epoch 1668 | loss: 0.0311915 | val_loss: 0.0312022 | Time: 1882.2 ms
[2022-04-10 10:21:54 main:574] : INFO : Epoch 1669 | loss: 0.0311915 | val_loss: 0.0311968 | Time: 1774.93 ms
[2022-04-10 10:21:56 main:574] : INFO : Epoch 1670 | loss: 0.0311917 | val_loss: 0.031203 | Time: 1879.88 ms
[2022-04-10 10:21:58 main:574] : INFO : Epoch 1671 | loss: 0.031196 | val_loss: 0.0312032 | Time: 1867.52 ms
[2022-04-10 10:22:00 main:574] : INFO : Epoch 1672 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 1898.53 ms
[2022-04-10 10:22:02 main:574] : INFO : Epoch 1673 | loss: 0.0311945 | val_loss: 0.0312006 | Time: 1921.32 ms
[2022-04-10 10:22:04 main:574] : INFO : Epoch 1674 | loss: 0.031194 | val_loss: 0.0311988 | Time: 2180.11 ms
[2022-04-10 10:22:06 main:574] : INFO : Epoch 1675 | loss: 0.0311924 | val_loss: 0.0311978 | Time: 1899.88 ms
[2022-04-10 10:22:08 main:574] : INFO : Epoch 1676 | loss: 0.0311909 | val_loss: 0.0311969 | Time: 1869.94 ms
[2022-04-10 10:22:10 main:574] : INFO : Epoch 1677 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 1866.46 ms
[2022-04-10 10:22:12 main:574] : INFO : Epoch 1678 | loss: 0.0311903 | val_loss: 0.0312026 | Time: 1753.51 ms
[2022-04-10 10:22:14 main:574] : INFO : Epoch 1679 | loss: 0.0311911 | val_loss: 0.031197 | Time: 1889.01 ms
[2022-04-10 10:22:16 main:574] : INFO : Epoch 1680 | loss: 0.0311903 | val_loss: 0.0311978 | Time: 1818.26 ms
[2022-04-10 10:22:18 main:574] : INFO : Epoch 1681 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 1841.26 ms
[2022-04-10 10:22:19 main:574] : INFO : Epoch 1682 | loss: 0.0311912 | val_loss: 0.0311978 | Time: 1854.51 ms
[2022-04-10 10:22:21 main:574] : INFO : Epoch 1683 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 1821.64 ms
[2022-04-10 10:22:23 main:574] : INFO : Epoch 1684 | loss: 0.0311908 | val_loss: 0.0311969 | Time: 1830.07 ms
[2022-04-10 10:22:25 main:574] : INFO : Epoch 1685 | loss: 0.031191 | val_loss: 0.0311963 | Time: 1884.52 ms
[2022-04-10 10:22:27 main:574] : INFO : Epoch 1686 | loss: 0.0311924 | val_loss: 0.0311973 | Time: 1816.36 ms
[2022-04-10 10:22:29 main:574] : INFO : Epoch 1687 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 1849.53 ms
[2022-04-10 10:22:31 main:574] : INFO : Epoch 1688 | loss: 0.0311893 | val_loss: 0.031197 | Time: 1801.22 ms
[2022-04-10 10:22:33 main:574] : INFO : Epoch 1689 | loss: 0.0311899 | val_loss: 0.0311972 | Time: 1905.47 ms
[2022-04-10 10:22:35 main:574] : INFO : Epoch 1690 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 1931.36 ms
[2022-04-10 10:22:36 main:574] : INFO : Epoch 1691 | loss: 0.0311896 | val_loss: 0.0311987 | Time: 1795.03 ms
[2022-04-10 10:22:38 main:574] : INFO : Epoch 1692 | loss: 0.0311905 | val_loss: 0.0311979 | Time: 1819.05 ms
[2022-04-10 10:22:40 main:574] : INFO : Epoch 1693 | loss: 0.0311895 | val_loss: 0.0311978 | Time: 1841.47 ms
[2022-04-10 10:22:42 main:574] : INFO : Epoch 1694 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 1811.04 ms
[2022-04-10 10:22:44 main:574] : INFO : Epoch 1695 | loss: 0.0311906 | val_loss: 0.0312025 | Time: 1887.69 ms
[2022-04-10 10:22:46 main:574] : INFO : Epoch 1696 | loss: 0.0311904 | val_loss: 0.0311975 | Time: 1891.97 ms
[2022-04-10 10:22:48 main:574] : INFO : Epoch 1697 | loss: 0.0311894 | val_loss: 0.0311963 | Time: 1851.64 ms
[2022-04-10 10:22:50 main:574] : INFO : Epoch 1698 | loss: 0.0311891 | val_loss: 0.0311981 | Time: 1961.11 ms
[2022-04-10 10:22:52 main:574] : INFO : Epoch 1699 | loss: 0.0311912 | val_loss: 0.0312003 | Time: 1798.32 ms
[2022-04-10 10:22:54 main:574] : INFO : Epoch 1700 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 1908.89 ms
[2022-04-10 10:22:55 main:574] : INFO : Epoch 1701 | loss: 0.0311897 | val_loss: 0.031197 | Time: 1835.9 ms
[2022-04-10 10:22:57 main:574] : INFO : Epoch 1702 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 1830.37 ms
[2022-04-10 10:22:59 main:574] : INFO : Epoch 1703 | loss: 0.0311902 | val_loss: 0.0312 | Time: 1820.66 ms
[2022-04-10 10:23:01 main:574] : INFO : Epoch 1704 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 1876.95 ms
[2022-04-10 10:23:03 main:574] : INFO : Epoch 1705 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 1878.75 ms
[2022-04-10 10:23:05 main:574] : INFO : Epoch 1706 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 2000.01 ms
[2022-04-10 10:23:07 main:574] : INFO : Epoch 1707 | loss: 0.0311895 | val_loss: 0.0311971 | Time: 1913.13 ms
[2022-04-10 10:23:09 main:574] : INFO : Epoch 1708 | loss: 0.0311894 | val_loss: 0.0311973 | Time: 1890.39 ms
[2022-04-10 10:23:11 main:574] : INFO : Epoch 1709 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 1844.65 ms
[2022-04-10 10:23:13 main:574] : INFO : Epoch 1710 | loss: 0.0311897 | val_loss: 0.031197 | Time: 1862.03 ms
[2022-04-10 10:23:15 main:574] : INFO : Epoch 1711 | loss: 0.0311886 | val_loss: 0.0311982 | Time: 1843.37 ms
[2022-04-10 10:23:17 main:574] : INFO : Epoch 1712 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 1962.78 ms
[2022-04-10 10:23:19 main:574] : INFO : Epoch 1713 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1853.34 ms
[2022-04-10 10:23:20 main:574] : INFO : Epoch 1714 | loss: 0.0311906 | val_loss: 0.0312007 | Time: 1871.05 ms
[2022-04-10 10:23:22 main:574] : INFO : Epoch 1715 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 1829.22 ms
[2022-04-10 10:23:24 main:574] : INFO : Epoch 1716 | loss: 0.0311892 | val_loss: 0.0311973 | Time: 1831.39 ms
[2022-04-10 10:23:26 main:574] : INFO : Epoch 1717 | loss: 0.0311887 | val_loss: 0.0311972 | Time: 1875.3 ms
[2022-04-10 10:23:28 main:574] : INFO : Epoch 1718 | loss: 0.0311889 | val_loss: 0.0311981 | Time: 1824.43 ms
[2022-04-10 10:23:30 main:574] : INFO : Epoch 1719 | loss: 0.0311893 | val_loss: 0.0312 | Time: 1917.91 ms
[2022-04-10 10:23:32 main:574] : INFO : Epoch 1720 | loss: 0.0311892 | val_loss: 0.031197 | Time: 1810.11 ms
[2022-04-10 10:23:34 main:574] : INFO : Epoch 1721 | loss: 0.0311891 | val_loss: 0.0311967 | Time: 1819.69 ms
[2022-04-10 10:23:35 main:574] : INFO : Epoch 1722 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 1843.15 ms
[2022-04-10 10:23:37 main:574] : INFO : Epoch 1723 | loss: 0.0311896 | val_loss: 0.0311983 | Time: 1824.49 ms
[2022-04-10 10:23:39 main:574] : INFO : Epoch 1724 | loss: 0.0311911 | val_loss: 0.0311983 | Time: 1811.82 ms
[2022-04-10 10:23:41 main:574] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0312006 | Time: 1868.68 ms
[2022-04-10 10:23:43 main:574] : INFO : Epoch 1726 | loss: 0.0311912 | val_loss: 0.031197 | Time: 1799.33 ms
[2022-04-10 10:23:45 main:574] : INFO : Epoch 1727 | loss: 0.0311903 | val_loss: 0.0311965 | Time: 1905.91 ms
[2022-04-10 10:23:47 main:574] : INFO : Epoch 1728 | loss: 0.0311917 | val_loss: 0.0311989 | Time: 1841.78 ms
[2022-04-10 10:23:49 main:574] : INFO : Epoch 1729 | loss: 0.0311901 | val_loss: 0.0312008 | Time: 1878.93 ms
[2022-04-10 10:23:51 main:574] : INFO : Epoch 1730 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 1815.41 ms
[2022-04-10 10:23:52 main:574] : INFO : Epoch 1731 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 1830.21 ms
[2022-04-10 10:23:54 main:574] : INFO : Epoch 1732 | loss: 0.0311891 | val_loss: 0.031196 | Time: 1868.05 ms
[2022-04-10 10:23:56 main:574] : INFO : Epoch 1733 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 1831.19 ms
[2022-04-10 10:23:58 main:574] : INFO : Epoch 1734 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 1806.4 ms
[2022-04-10 10:24:00 main:574] : INFO : Epoch 1735 | loss: 0.0311942 | val_loss: 0.0312021 | Time: 1856.65 ms
[2022-04-10 10:24:02 main:574] : INFO : Epoch 1736 | loss: 0.0312002 | val_loss: 0.0312032 | Time: 1833.48 ms
[2022-04-10 10:24:04 main:574] : INFO : Epoch 1737 | loss: 0.0311993 | val_loss: 0.0312019 | Time: 1808.97 ms
[2022-04-10 10:24:05 main:574] : INFO : Epoch 1738 | loss: 0.031198 | val_loss: 0.0312006 | Time: 1813.09 ms
[2022-04-10 10:24:07 main:574] : INFO : Epoch 1739 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 1931.45 ms
[2022-04-10 10:24:09 main:574] : INFO : Epoch 1740 | loss: 0.0311976 | val_loss: 0.031199 | Time: 1873.65 ms
[2022-04-10 10:24:11 main:574] : INFO : Epoch 1741 | loss: 0.0311955 | val_loss: 0.0312011 | Time: 1906.15 ms
[2022-04-10 10:24:13 main:574] : INFO : Epoch 1742 | loss: 0.031195 | val_loss: 0.0311992 | Time: 2010.82 ms
[2022-04-10 10:24:15 main:574] : INFO : Epoch 1743 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 1864.57 ms
[2022-04-10 10:24:17 main:574] : INFO : Epoch 1744 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 1843.48 ms
[2022-04-10 10:24:19 main:574] : INFO : Epoch 1745 | loss: 0.031193 | val_loss: 0.0311982 | Time: 1955.34 ms
[2022-04-10 10:24:21 main:574] : INFO : Epoch 1746 | loss: 0.031194 | val_loss: 0.0311996 | Time: 1822.43 ms
[2022-04-10 10:24:23 main:574] : INFO : Epoch 1747 | loss: 0.0311932 | val_loss: 0.0311986 | Time: 1894.78 ms
[2022-04-10 10:24:25 main:574] : INFO : Epoch 1748 | loss: 0.0311928 | val_loss: 0.0312014 | Time: 1855.17 ms
[2022-04-10 10:24:27 main:574] : INFO : Epoch 1749 | loss: 0.0311949 | val_loss: 0.0312032 | Time: 1854.7 ms
[2022-04-10 10:24:29 main:574] : INFO : Epoch 1750 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 1845.17 ms
[2022-04-10 10:24:31 main:574] : INFO : Epoch 1751 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 1855.52 ms
[2022-04-10 10:24:32 main:574] : INFO : Epoch 1752 | loss: 0.0311939 | val_loss: 0.0312007 | Time: 1826.7 ms
[2022-04-10 10:24:34 main:574] : INFO : Epoch 1753 | loss: 0.0311944 | val_loss: 0.0312003 | Time: 1889.53 ms
[2022-04-10 10:24:36 main:574] : INFO : Epoch 1754 | loss: 0.031193 | val_loss: 0.0311984 | Time: 1830.59 ms
[2022-04-10 10:24:38 main:574] : INFO : Epoch 1755 | loss: 0.0311923 | val_loss: 0.0311995 | Time: 1923.27 ms
[2022-04-10 10:24:40 main:574] : INFO : Epoch 1756 | loss: 0.0311923 | val_loss: 0.0311978 | Time: 1884.72 ms
[2022-04-10 10:24:42 main:574] : INFO : Epoch 1757 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 1854.14 ms
[2022-04-10 10:24:44 main:574] : INFO : Epoch 1758 | loss: 0.0311924 | val_loss: 0.031198 | Time: 1901.86 ms
[2022-04-10 10:24:46 main:574] : INFO : Epoch 1759 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 1899.84 ms
[2022-04-10 10:24:48 main:574] : INFO : Epoch 1760 | loss: 0.0311926 | val_loss: 0.0311979 | Time: 1816.47 ms
[2022-04-10 10:24:50 main:574] : INFO : Epoch 1761 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 1846.41 ms
[2022-04-10 10:24:52 main:574] : INFO : Epoch 1762 | loss: 0.0311924 | val_loss: 0.0311979 | Time: 1847.34 ms
[2022-04-10 10:24:53 main:574] : INFO : Epoch 1763 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 1844.58 ms
[2022-04-10 10:24:55 main:574] : INFO : Epoch 1764 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 1846.27 ms
[2022-04-10 10:24:57 main:574] : INFO : Epoch 1765 | loss: 0.0311924 | val_loss: 0.0311997 | Time: 1823.81 ms
[2022-04-10 10:24:59 main:574] : INFO : Epoch 1766 | loss: 0.0311914 | val_loss: 0.031198 | Time: 1846.09 ms
[2022-04-10 10:25:01 main:574] : INFO : Epoch 1767 | loss: 0.0311911 | val_loss: 0.0311977 | Time: 1857.14 ms
[2022-04-10 10:25:03 main:574] : INFO : Epoch 1768 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 1811.65 ms
[2022-04-10 10:25:05 main:574] : INFO : Epoch 1769 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 1845.91 ms
[2022-04-10 10:25:07 main:574] : INFO : Epoch 1770 | loss: 0.0311923 | val_loss: 0.0312 | Time: 1849.74 ms
[2022-04-10 10:25:08 main:574] : INFO : Epoch 1771 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 1876.87 ms
[2022-04-10 10:25:11 main:574] : INFO : Epoch 1772 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 2076.72 ms
[2022-04-10 10:25:13 main:574] : INFO : Epoch 1773 | loss: 0.0311918 | val_loss: 0.0312 | Time: 1999.42 ms
[2022-04-10 10:25:15 main:574] : INFO : Epoch 1774 | loss: 0.031192 | val_loss: 0.0312002 | Time: 1846.28 ms
[2022-04-10 10:25:16 main:574] : INFO : Epoch 1775 | loss: 0.0311924 | val_loss: 0.0311992 | Time: 1906.46 ms
[2022-04-10 10:25:18 main:574] : INFO : Epoch 1776 | loss: 0.0311915 | val_loss: 0.0311986 | Time: 1866.23 ms
[2022-04-10 10:25:20 main:574] : INFO : Epoch 1777 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 2015.65 ms
[2022-04-10 10:25:22 main:574] : INFO : Epoch 1778 | loss: 0.0311922 | val_loss: 0.0311974 | Time: 1844.39 ms
[2022-04-10 10:25:24 main:574] : INFO : Epoch 1779 | loss: 0.0311913 | val_loss: 0.031198 | Time: 1906.21 ms
[2022-04-10 10:25:26 main:574] : INFO : Epoch 1780 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 1936.26 ms
[2022-04-10 10:25:28 main:574] : INFO : Epoch 1781 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1831.27 ms
[2022-04-10 10:25:30 main:574] : INFO : Epoch 1782 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 1884.95 ms
[2022-04-10 10:25:32 main:574] : INFO : Epoch 1783 | loss: 0.0311911 | val_loss: 0.0311993 | Time: 1829.4 ms
[2022-04-10 10:25:34 main:574] : INFO : Epoch 1784 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 1850.36 ms
[2022-04-10 10:25:36 main:574] : INFO : Epoch 1785 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 1873.06 ms
[2022-04-10 10:25:38 main:574] : INFO : Epoch 1786 | loss: 0.0311907 | val_loss: 0.0311986 | Time: 1791.24 ms
[2022-04-10 10:25:40 main:574] : INFO : Epoch 1787 | loss: 0.0311911 | val_loss: 0.0311978 | Time: 1968.67 ms
[2022-04-10 10:25:42 main:574] : INFO : Epoch 1788 | loss: 0.0311901 | val_loss: 0.031199 | Time: 1853.29 ms
[2022-04-10 10:25:43 main:574] : INFO : Epoch 1789 | loss: 0.0311907 | val_loss: 0.0311979 | Time: 1856.22 ms
[2022-04-10 10:25:45 main:574] : INFO : Epoch 1790 | loss: 0.0311903 | val_loss: 0.0311985 | Time: 1866.82 ms
[2022-04-10 10:25:47 main:574] : INFO : Epoch 1791 | loss: 0.031193 | val_loss: 0.0311992 | Time: 1889.16 ms
[2022-04-10 10:25:49 main:574] : INFO : Epoch 1792 | loss: 0.0311909 | val_loss: 0.0311976 | Time: 1890.28 ms
[2022-04-10 10:25:51 main:574] : INFO : Epoch 1793 | loss: 0.0311902 | val_loss: 0.0311988 | Time: 1814.16 ms
[2022-04-10 10:25:53 main:574] : INFO : Epoch 1794 | loss: 0.0311904 | val_loss: 0.0311981 | Time: 1887.39 ms
[2022-04-10 10:25:55 main:574] : INFO : Epoch 1795 | loss: 0.0311916 | val_loss: 0.0311984 | Time: 1846.39 ms
[2022-04-10 10:25:57 main:574] : INFO : Epoch 1796 | loss: 0.0311903 | val_loss: 0.0311996 | Time: 1955.9 ms
[2022-04-10 10:25:59 main:574] : INFO : Epoch 1797 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 1830.64 ms
[2022-04-10 10:26:01 main:574] : INFO : Epoch 1798 | loss: 0.0311905 | val_loss: 0.031198 | Time: 1844.22 ms
[2022-04-10 10:26:02 main:574] : INFO : Epoch 1799 | loss: 0.0311914 | val_loss: 0.0312002 | Time: 1855.63 ms
[2022-04-10 10:26:04 main:574] : INFO : Epoch 1800 | loss: 0.0311915 | val_loss: 0.0312015 | Time: 1850.14 ms
[2022-04-10 10:26:06 main:574] : INFO : Epoch 1801 | loss: 0.0311911 | val_loss: 0.031198 | Time: 1835.04 ms
[2022-04-10 10:26:08 main:574] : INFO : Epoch 1802 | loss: 0.0311899 | val_loss: 0.0311981 | Time: 1870.6 ms
[2022-04-10 10:26:10 main:574] : INFO : Epoch 1803 | loss: 0.031191 | val_loss: 0.0311978 | Time: 1893.11 ms
[2022-04-10 10:26:12 main:574] : INFO : Epoch 1804 | loss: 0.0311958 | val_loss: 0.0312015 | Time: 1854 ms
[2022-04-10 10:26:14 main:574] : INFO : Epoch 1805 | loss: 0.0312015 | val_loss: 0.0312064 | Time: 1782.13 ms
[2022-04-10 10:26:16 main:574] : INFO : Epoch 1806 | loss: 0.0312011 | val_loss: 0.0312007 | Time: 1889.74 ms
[2022-04-10 10:26:18 main:574] : INFO : Epoch 1807 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 1853.95 ms
[2022-04-10 10:26:20 main:574] : INFO : Epoch 1808 | loss: 0.0311956 | val_loss: 0.0311983 | Time: 1829.65 ms
[2022-04-10 10:26:22 main:574] : INFO : Epoch 1809 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 1893.07 ms
[2022-04-10 10:26:23 main:574] : INFO : Epoch 1810 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 1885 ms
[2022-04-10 10:26:25 main:574] : INFO : Epoch 1811 | loss: 0.0311955 | val_loss: 0.0311987 | Time: 1829.98 ms
[2022-04-10 10:26:27 main:574] : INFO : Epoch 1812 | loss: 0.0311952 | val_loss: 0.0311994 | Time: 2044.5 ms
[2022-04-10 10:26:29 main:574] : INFO : Epoch 1813 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 1816.29 ms
[2022-04-10 10:26:31 main:574] : INFO : Epoch 1814 | loss: 0.0311955 | val_loss: 0.0312035 | Time: 1864.92 ms
[2022-04-10 10:26:33 main:574] : INFO : Epoch 1815 | loss: 0.0311961 | val_loss: 0.031199 | Time: 1939.84 ms
[2022-04-10 10:26:35 main:574] : INFO : Epoch 1816 | loss: 0.031194 | val_loss: 0.0311982 | Time: 1852.51 ms
[2022-04-10 10:26:37 main:574] : INFO : Epoch 1817 | loss: 0.031194 | val_loss: 0.0311985 | Time: 1835.07 ms
[2022-04-10 10:26:39 main:574] : INFO : Epoch 1818 | loss: 0.0311934 | val_loss: 0.031198 | Time: 1945.32 ms
[2022-04-10 10:26:41 main:574] : INFO : Epoch 1819 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 1927.54 ms
[2022-04-10 10:26:43 main:574] : INFO : Epoch 1820 | loss: 0.0311947 | val_loss: 0.0311975 | Time: 2005.23 ms
[2022-04-10 10:26:45 main:574] : INFO : Epoch 1821 | loss: 0.0311949 | val_loss: 0.0312006 | Time: 1875.29 ms
[2022-04-10 10:26:47 main:574] : INFO : Epoch 1822 | loss: 0.0311939 | val_loss: 0.031197 | Time: 1880.05 ms
[2022-04-10 10:26:49 main:574] : INFO : Epoch 1823 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 1927.7 ms
[2022-04-10 10:26:51 main:574] : INFO : Epoch 1824 | loss: 0.0311941 | val_loss: 0.0311987 | Time: 1875.93 ms
[2022-04-10 10:26:52 main:574] : INFO : Epoch 1825 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 1820.06 ms
[2022-04-10 10:26:54 main:574] : INFO : Epoch 1826 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 1832.68 ms
[2022-04-10 10:26:56 main:574] : INFO : Epoch 1827 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 1852.39 ms
[2022-04-10 10:26:58 main:574] : INFO : Epoch 1828 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 1957.69 ms
[2022-04-10 10:27:00 main:574] : INFO : Epoch 1829 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 1845.66 ms
[2022-04-10 10:27:02 main:574] : INFO : Epoch 1830 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 1934.57 ms
[2022-04-10 10:27:04 main:574] : INFO : Epoch 1831 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 1848.56 ms
[2022-04-10 10:27:06 main:574] : INFO : Epoch 1832 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 1872.11 ms
[2022-04-10 10:27:08 main:574] : INFO : Epoch 1833 | loss: 0.031193 | val_loss: 0.0311969 | Time: 1892.93 ms
[2022-04-10 10:27:10 main:574] : INFO : Epoch 1834 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 1856.86 ms
[2022-04-10 10:27:12 main:574] : INFO : Epoch 1835 | loss: 0.0311928 | val_loss: 0.0312002 | Time: 1794.54 ms
[2022-04-10 10:27:14 main:574] : INFO : Epoch 1836 | loss: 0.031193 | val_loss: 0.0311975 | Time: 1891.92 ms
[2022-04-10 10:27:15 main:574] : INFO : Epoch 1837 | loss: 0.0311928 | val_loss: 0.0311972 | Time: 1801.11 ms
[2022-04-10 10:27:17 main:574] : INFO : Epoch 1838 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 1832.83 ms
[2022-04-10 10:27:19 main:574] : INFO : Epoch 1839 | loss: 0.0311925 | val_loss: 0.0311969 | Time: 1860.36 ms
[2022-04-10 10:27:21 main:574] : INFO : Epoch 1840 | loss: 0.0311921 | val_loss: 0.0311969 | Time: 1817.53 ms
[2022-04-10 10:27:23 main:574] : INFO : Epoch 1841 | loss: 0.0311917 | val_loss: 0.0311978 | Time: 1856.64 ms
[2022-04-10 10:27:25 main:574] : INFO : Epoch 1842 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 1820.25 ms
[2022-04-10 10:27:27 main:574] : INFO : Epoch 1843 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 1899.11 ms
[2022-04-10 10:27:29 main:574] : INFO : Epoch 1844 | loss: 0.0311925 | val_loss: 0.0311967 | Time: 1970.08 ms
[2022-04-10 10:27:31 main:574] : INFO : Epoch 1845 | loss: 0.0311924 | val_loss: 0.0311977 | Time: 1969.55 ms
[2022-04-10 10:27:33 main:574] : INFO : Epoch 1846 | loss: 0.0311969 | val_loss: 0.0312014 | Time: 1954.26 ms
[2022-04-10 10:27:35 main:574] : INFO : Epoch 1847 | loss: 0.0312009 | val_loss: 0.0312013 | Time: 1936.84 ms
[2022-04-10 10:27:37 main:574] : INFO : Epoch 1848 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 1822.13 ms
[2022-04-10 10:27:39 main:574] : INFO : Epoch 1849 | loss: 0.031201 | val_loss: 0.031203 | Time: 1844.47 ms
[2022-04-10 10:27:41 main:574] : INFO : Epoch 1850 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1967.65 ms
[2022-04-10 10:27:43 main:574] : INFO : Epoch 1851 | loss: 0.0312021 | val_loss: 0.0312005 | Time: 1906.74 ms
[2022-04-10 10:27:45 main:574] : INFO : Epoch 1852 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 1917.4 ms
[2022-04-10 10:27:47 main:574] : INFO : Epoch 1853 | loss: 0.0311991 | val_loss: 0.0312002 | Time: 1876.35 ms
[2022-04-10 10:27:49 main:574] : INFO : Epoch 1854 | loss: 0.0312004 | val_loss: 0.031199 | Time: 1795.42 ms
[2022-04-10 10:27:50 main:574] : INFO : Epoch 1855 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 1863.38 ms
[2022-04-10 10:27:52 main:574] : INFO : Epoch 1856 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 1777.55 ms
[2022-04-10 10:27:54 main:574] : INFO : Epoch 1857 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 1805.14 ms
[2022-04-10 10:27:56 main:574] : INFO : Epoch 1858 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 1830.02 ms
[2022-04-10 10:27:58 main:574] : INFO : Epoch 1859 | loss: 0.0311965 | val_loss: 0.0312013 | Time: 1965.04 ms
[2022-04-10 10:28:00 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.031199 | Time: 1925.98 ms
[2022-04-10 10:28:02 main:574] : INFO : Epoch 1861 | loss: 0.0311961 | val_loss: 0.031201 | Time: 1873.31 ms
[2022-04-10 10:28:04 main:574] : INFO : Epoch 1862 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 1811.86 ms
[2022-04-10 10:28:06 main:574] : INFO : Epoch 1863 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 1800.89 ms
[2022-04-10 10:28:08 main:574] : INFO : Epoch 1864 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 1951.22 ms
[2022-04-10 10:28:09 main:574] : INFO : Epoch 1865 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 1847.35 ms
[2022-04-10 10:28:11 main:574] : INFO : Epoch 1866 | loss: 0.0311953 | val_loss: 0.031199 | Time: 1836.84 ms
[2022-04-10 10:28:13 main:574] : INFO : Epoch 1867 | loss: 0.0311951 | val_loss: 0.0311989 | Time: 1796.25 ms
[2022-04-10 10:28:15 main:574] : INFO : Epoch 1868 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 1860.66 ms
[2022-04-10 10:28:17 main:574] : INFO : Epoch 1869 | loss: 0.0311947 | val_loss: 0.031198 | Time: 1880.08 ms
[2022-04-10 10:28:19 main:574] : INFO : Epoch 1870 | loss: 0.0311948 | val_loss: 0.0311979 | Time: 1805.32 ms
[2022-04-10 10:28:21 main:574] : INFO : Epoch 1871 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 1890.01 ms
[2022-04-10 10:28:23 main:574] : INFO : Epoch 1872 | loss: 0.0311949 | val_loss: 0.0311988 | Time: 1909.11 ms
[2022-04-10 10:28:25 main:574] : INFO : Epoch 1873 | loss: 0.031195 | val_loss: 0.031198 | Time: 1823.76 ms
[2022-04-10 10:28:26 main:574] : INFO : Epoch 1874 | loss: 0.0311948 | val_loss: 0.0311998 | Time: 1837.41 ms
[2022-04-10 10:28:28 main:574] : INFO : Epoch 1875 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 1921.06 ms
[2022-04-10 10:28:31 main:574] : INFO : Epoch 1876 | loss: 0.031195 | val_loss: 0.0312027 | Time: 2084.49 ms
[2022-04-10 10:28:33 main:574] : INFO : Epoch 1877 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 1988.59 ms
[2022-04-10 10:28:34 main:574] : INFO : Epoch 1878 | loss: 0.0311941 | val_loss: 0.031199 | Time: 1843.03 ms
[2022-04-10 10:28:36 main:574] : INFO : Epoch 1879 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 1800.62 ms
[2022-04-10 10:28:38 main:574] : INFO : Epoch 1880 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 1840.85 ms
[2022-04-10 10:28:40 main:574] : INFO : Epoch 1881 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1881.54 ms
[2022-04-10 10:28:42 main:574] : INFO : Epoch 1882 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 1933.54 ms
[2022-04-10 10:28:44 main:574] : INFO : Epoch 1883 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 1867.89 ms
[2022-04-10 10:28:46 main:574] : INFO : Epoch 1884 | loss: 0.0311941 | val_loss: 0.0311988 | Time: 1956.57 ms
[2022-04-10 10:28:48 main:574] : INFO : Epoch 1885 | loss: 0.0311947 | val_loss: 0.0311981 | Time: 1930.28 ms
[2022-04-10 10:28:50 main:574] : INFO : Epoch 1886 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 1876.5 ms
[2022-04-10 10:28:52 main:574] : INFO : Epoch 1887 | loss: 0.0311934 | val_loss: 0.0311989 | Time: 1920.55 ms
[2022-04-10 10:28:54 main:574] : INFO : Epoch 1888 | loss: 0.0311948 | val_loss: 0.0311999 | Time: 1846.92 ms
[2022-04-10 10:28:56 main:574] : INFO : Epoch 1889 | loss: 0.0311954 | val_loss: 0.0311987 | Time: 1848.48 ms
[2022-04-10 10:28:58 main:574] : INFO : Epoch 1890 | loss: 0.0311958 | val_loss: 0.031198 | Time: 1867.07 ms
[2022-04-10 10:29:00 main:574] : INFO : Epoch 1891 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 1835.69 ms
[2022-04-10 10:29:02 main:574] : INFO : Epoch 1892 | loss: 0.0311948 | val_loss: 0.0312016 | Time: 1957.05 ms
[2022-04-10 10:29:03 main:574] : INFO : Epoch 1893 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 1876.51 ms
[2022-04-10 10:29:05 main:574] : INFO : Epoch 1894 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 1840.99 ms
[2022-04-10 10:29:07 main:574] : INFO : Epoch 1895 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 1786.36 ms
[2022-04-10 10:29:09 main:574] : INFO : Epoch 1896 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 1883.84 ms
[2022-04-10 10:29:11 main:574] : INFO : Epoch 1897 | loss: 0.0311974 | val_loss: 0.0312036 | Time: 1816.01 ms
[2022-04-10 10:29:13 main:574] : INFO : Epoch 1898 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 1933.54 ms
[2022-04-10 10:29:15 main:574] : INFO : Epoch 1899 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 1878.72 ms
[2022-04-10 10:29:17 main:574] : INFO : Epoch 1900 | loss: 0.0311953 | val_loss: 0.0312064 | Time: 1886.86 ms
[2022-04-10 10:29:19 main:574] : INFO : Epoch 1901 | loss: 0.0311983 | val_loss: 0.031208 | Time: 1816.6 ms
[2022-04-10 10:29:20 main:574] : INFO : Epoch 1902 | loss: 0.0311964 | val_loss: 0.0311997 | Time: 1793.88 ms
[2022-04-10 10:29:22 main:574] : INFO : Epoch 1903 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 1827.79 ms
[2022-04-10 10:29:24 main:574] : INFO : Epoch 1904 | loss: 0.0311963 | val_loss: 0.0311981 | Time: 1815.12 ms
[2022-04-10 10:29:26 main:574] : INFO : Epoch 1905 | loss: 0.0311945 | val_loss: 0.0311992 | Time: 1822.41 ms
[2022-04-10 10:29:28 main:574] : INFO : Epoch 1906 | loss: 0.0311934 | val_loss: 0.031198 | Time: 1869.9 ms
[2022-04-10 10:29:30 main:574] : INFO : Epoch 1907 | loss: 0.0311924 | val_loss: 0.0311979 | Time: 1813.33 ms
[2022-04-10 10:29:32 main:574] : INFO : Epoch 1908 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 1901.43 ms
[2022-04-10 10:29:34 main:574] : INFO : Epoch 1909 | loss: 0.0311929 | val_loss: 0.031198 | Time: 1874.3 ms
[2022-04-10 10:29:36 main:574] : INFO : Epoch 1910 | loss: 0.0311925 | val_loss: 0.0311992 | Time: 1841.46 ms
[2022-04-10 10:29:38 main:574] : INFO : Epoch 1911 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 1877.15 ms
[2022-04-10 10:29:39 main:574] : INFO : Epoch 1912 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 1867.01 ms
[2022-04-10 10:29:41 main:574] : INFO : Epoch 1913 | loss: 0.0311946 | val_loss: 0.0312007 | Time: 1806.1 ms
[2022-04-10 10:29:43 main:574] : INFO : Epoch 1914 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 1855.74 ms
[2022-04-10 10:29:45 main:574] : INFO : Epoch 1915 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 1837.54 ms
[2022-04-10 10:29:47 main:574] : INFO : Epoch 1916 | loss: 0.031193 | val_loss: 0.0311982 | Time: 1849.06 ms
[2022-04-10 10:29:49 main:574] : INFO : Epoch 1917 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 2022.32 ms
[2022-04-10 10:29:51 main:574] : INFO : Epoch 1918 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 1813.43 ms
[2022-04-10 10:29:53 main:574] : INFO : Epoch 1919 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 1841.72 ms
[2022-04-10 10:29:55 main:574] : INFO : Epoch 1920 | loss: 0.0311922 | val_loss: 0.0311982 | Time: 1963.16 ms
[2022-04-10 10:29:57 main:574] : INFO : Epoch 1921 | loss: 0.0311931 | val_loss: 0.0312022 | Time: 1798.95 ms
[2022-04-10 10:29:58 main:574] : INFO : Epoch 1922 | loss: 0.0311941 | val_loss: 0.031199 | Time: 1859.05 ms
[2022-04-10 10:30:00 main:574] : INFO : Epoch 1923 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 1844.47 ms
[2022-04-10 10:30:02 main:574] : INFO : Epoch 1924 | loss: 0.0311919 | val_loss: 0.0311993 | Time: 1895.2 ms
[2022-04-10 10:30:04 main:574] : INFO : Epoch 1925 | loss: 0.0311923 | val_loss: 0.031198 | Time: 1877.74 ms
[2022-04-10 10:30:06 main:574] : INFO : Epoch 1926 | loss: 0.0311922 | val_loss: 0.0311972 | Time: 1823.9 ms
[2022-04-10 10:30:08 main:574] : INFO : Epoch 1927 | loss: 0.0311919 | val_loss: 0.0312008 | Time: 1811.45 ms
[2022-04-10 10:30:10 main:574] : INFO : Epoch 1928 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 1862.8 ms
[2022-04-10 10:30:12 main:574] : INFO : Epoch 1929 | loss: 0.0311931 | val_loss: 0.0311992 | Time: 1865.29 ms
[2022-04-10 10:30:14 main:574] : INFO : Epoch 1930 | loss: 0.0311948 | val_loss: 0.0311981 | Time: 1852.61 ms
[2022-04-10 10:30:15 main:574] : INFO : Epoch 1931 | loss: 0.031193 | val_loss: 0.0311978 | Time: 1826.98 ms
[2022-04-10 10:30:17 main:574] : INFO : Epoch 1932 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 1849.93 ms
[2022-04-10 10:30:19 main:574] : INFO : Epoch 1933 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 2001.9 ms
[2022-04-10 10:30:21 main:574] : INFO : Epoch 1934 | loss: 0.0311923 | val_loss: 0.0311973 | Time: 1846.78 ms
[2022-04-10 10:30:23 main:574] : INFO : Epoch 1935 | loss: 0.0311923 | val_loss: 0.0311981 | Time: 1858.24 ms
[2022-04-10 10:30:25 main:574] : INFO : Epoch 1936 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 1824.96 ms
[2022-04-10 10:30:27 main:574] : INFO : Epoch 1937 | loss: 0.0311916 | val_loss: 0.0311963 | Time: 1840.23 ms
[2022-04-10 10:30:29 main:574] : INFO : Epoch 1938 | loss: 0.0311922 | val_loss: 0.0311964 | Time: 1821.09 ms
[2022-04-10 10:30:31 main:574] : INFO : Epoch 1939 | loss: 0.0311925 | val_loss: 0.0311968 | Time: 1817.81 ms
[2022-04-10 10:30:33 main:574] : INFO : Epoch 1940 | loss: 0.0311936 | val_loss: 0.0312017 | Time: 1796.12 ms
[2022-04-10 10:30:34 main:574] : INFO : Epoch 1941 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 1912.16 ms
[2022-04-10 10:30:36 main:574] : INFO : Epoch 1942 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 1889.53 ms
[2022-04-10 10:30:38 main:574] : INFO : Epoch 1943 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 1786.89 ms
[2022-04-10 10:30:40 main:574] : INFO : Epoch 1944 | loss: 0.0311969 | val_loss: 0.0312047 | Time: 1858.82 ms
[2022-04-10 10:30:42 main:574] : INFO : Epoch 1945 | loss: 0.0311985 | val_loss: 0.0311987 | Time: 1833.92 ms
[2022-04-10 10:30:44 main:574] : INFO : Epoch 1946 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 1888.84 ms
[2022-04-10 10:30:46 main:574] : INFO : Epoch 1947 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 1850.64 ms
[2022-04-10 10:30:48 main:574] : INFO : Epoch 1948 | loss: 0.0311921 | val_loss: 0.031199 | Time: 1861.71 ms
[2022-04-10 10:30:50 main:574] : INFO : Epoch 1949 | loss: 0.031193 | val_loss: 0.0311978 | Time: 1853.21 ms
[2022-04-10 10:30:52 main:574] : INFO : Epoch 1950 | loss: 0.0311918 | val_loss: 0.031196 | Time: 1878.92 ms
[2022-04-10 10:30:53 main:574] : INFO : Epoch 1951 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 1919.36 ms
[2022-04-10 10:30:56 main:574] : INFO : Epoch 1952 | loss: 0.0311931 | val_loss: 0.0311972 | Time: 1985.06 ms
[2022-04-10 10:30:57 main:574] : INFO : Epoch 1953 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 1783.61 ms
[2022-04-10 10:30:59 main:574] : INFO : Epoch 1954 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 1917.67 ms
[2022-04-10 10:31:01 main:574] : INFO : Epoch 1955 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 2006.12 ms
[2022-04-10 10:31:03 main:574] : INFO : Epoch 1956 | loss: 0.0311936 | val_loss: 0.0311965 | Time: 1900.97 ms
[2022-04-10 10:31:05 main:574] : INFO : Epoch 1957 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 1972.66 ms
[2022-04-10 10:31:07 main:574] : INFO : Epoch 1958 | loss: 0.0311918 | val_loss: 0.031197 | Time: 1826.54 ms
[2022-04-10 10:31:09 main:574] : INFO : Epoch 1959 | loss: 0.0311909 | val_loss: 0.031197 | Time: 1821.23 ms
[2022-04-10 10:31:11 main:574] : INFO : Epoch 1960 | loss: 0.0311909 | val_loss: 0.0311974 | Time: 1878.61 ms
[2022-04-10 10:31:13 main:574] : INFO : Epoch 1961 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 1841.2 ms
[2022-04-10 10:31:15 main:574] : INFO : Epoch 1962 | loss: 0.0311928 | val_loss: 0.0311966 | Time: 1930.72 ms
[2022-04-10 10:31:17 main:574] : INFO : Epoch 1963 | loss: 0.0311924 | val_loss: 0.031197 | Time: 1836.73 ms
[2022-04-10 10:31:19 main:574] : INFO : Epoch 1964 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 1880.89 ms
[2022-04-10 10:31:21 main:574] : INFO : Epoch 1965 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 1958.28 ms
[2022-04-10 10:31:23 main:574] : INFO : Epoch 1966 | loss: 0.031192 | val_loss: 0.0311985 | Time: 1874.22 ms
[2022-04-10 10:31:24 main:574] : INFO : Epoch 1967 | loss: 0.031195 | val_loss: 0.0311974 | Time: 1857.9 ms
[2022-04-10 10:31:26 main:574] : INFO : Epoch 1968 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 1835.95 ms
[2022-04-10 10:31:28 main:574] : INFO : Epoch 1969 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 1806.19 ms
[2022-04-10 10:31:30 main:574] : INFO : Epoch 1970 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 1839.47 ms
[2022-04-10 10:31:32 main:574] : INFO : Epoch 1971 | loss: 0.0311911 | val_loss: 0.0312002 | Time: 1888.78 ms
[2022-04-10 10:31:34 main:574] : INFO : Epoch 1972 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 1858.97 ms
[2022-04-10 10:31:36 main:574] : INFO : Epoch 1973 | loss: 0.031195 | val_loss: 0.0312021 | Time: 1938.61 ms
[2022-04-10 10:31:38 main:574] : INFO : Epoch 1974 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 1821.45 ms
[2022-04-10 10:31:40 main:574] : INFO : Epoch 1975 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 1882.21 ms
[2022-04-10 10:31:42 main:574] : INFO : Epoch 1976 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 1894.92 ms
[2022-04-10 10:31:44 main:574] : INFO : Epoch 1977 | loss: 0.0311912 | val_loss: 0.031196 | Time: 1903.69 ms
[2022-04-10 10:31:45 main:574] : INFO : Epoch 1978 | loss: 0.0311909 | val_loss: 0.0311958 | Time: 1836.9 ms
[2022-04-10 10:31:47 main:574] : INFO : Epoch 1979 | loss: 0.0311906 | val_loss: 0.0311989 | Time: 1881.11 ms
[2022-04-10 10:31:49 main:574] : INFO : Epoch 1980 | loss: 0.0311909 | val_loss: 0.0311967 | Time: 1845.2 ms
[2022-04-10 10:31:51 main:574] : INFO : Epoch 1981 | loss: 0.031191 | val_loss: 0.0311966 | Time: 1925.5 ms
[2022-04-10 10:31:53 main:574] : INFO : Epoch 1982 | loss: 0.031193 | val_loss: 0.0311964 | Time: 1809.44 ms
[2022-04-10 10:31:55 main:574] : INFO : Epoch 1983 | loss: 0.031193 | val_loss: 0.031196 | Time: 1881.25 ms
[2022-04-10 10:31:57 main:574] : INFO : Epoch 1984 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1956.82 ms
[2022-04-10 10:31:59 main:574] : INFO : Epoch 1985 | loss: 0.0311918 | val_loss: 0.0311964 | Time: 1878.24 ms
[2022-04-10 10:32:01 main:574] : INFO : Epoch 1986 | loss: 0.0311934 | val_loss: 0.0311991 | Time: 1858.87 ms
[2022-04-10 10:32:03 main:574] : INFO : Epoch 1987 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 2002.94 ms
[2022-04-10 10:32:05 main:574] : INFO : Epoch 1988 | loss: 0.0311916 | val_loss: 0.031196 | Time: 1930.01 ms
[2022-04-10 10:32:07 main:574] : INFO : Epoch 1989 | loss: 0.0311907 | val_loss: 0.0312024 | Time: 2000.24 ms
[2022-04-10 10:32:09 main:574] : INFO : Epoch 1990 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1972.58 ms
[2022-04-10 10:32:11 main:574] : INFO : Epoch 1991 | loss: 0.0311921 | val_loss: 0.0311989 | Time: 1850.46 ms
[2022-04-10 10:32:13 main:574] : INFO : Epoch 1992 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 1848.28 ms
[2022-04-10 10:32:14 main:574] : INFO : Epoch 1993 | loss: 0.031191 | val_loss: 0.0311966 | Time: 1885.89 ms
[2022-04-10 10:32:16 main:574] : INFO : Epoch 1994 | loss: 0.0311906 | val_loss: 0.0311963 | Time: 1872.68 ms
[2022-04-10 10:32:18 main:574] : INFO : Epoch 1995 | loss: 0.0311908 | val_loss: 0.0311964 | Time: 1832.27 ms
[2022-04-10 10:32:20 main:574] : INFO : Epoch 1996 | loss: 0.0311928 | val_loss: 0.0311988 | Time: 1801.54 ms
[2022-04-10 10:32:22 main:574] : INFO : Epoch 1997 | loss: 0.031191 | val_loss: 0.0311966 | Time: 1918.06 ms
[2022-04-10 10:32:24 main:574] : INFO : Epoch 1998 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 1887.89 ms
[2022-04-10 10:32:26 main:574] : INFO : Epoch 1999 | loss: 0.0311904 | val_loss: 0.0311963 | Time: 1808.65 ms
[2022-04-10 10:32:28 main:574] : INFO : Epoch 2000 | loss: 0.0311905 | val_loss: 0.0311965 | Time: 1841.4 ms
[2022-04-10 10:32:30 main:574] : INFO : Epoch 2001 | loss: 0.031192 | val_loss: 0.0311967 | Time: 1821.13 ms
[2022-04-10 10:32:32 main:574] : INFO : Epoch 2002 | loss: 0.0311905 | val_loss: 0.0311991 | Time: 1869.47 ms
[2022-04-10 10:32:34 main:574] : INFO : Epoch 2003 | loss: 0.0311926 | val_loss: 0.0311975 | Time: 1875.57 ms
[2022-04-10 10:32:35 main:574] : INFO : Epoch 2004 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 1826.66 ms
[2022-04-10 10:32:37 main:574] : INFO : Epoch 2005 | loss: 0.0311907 | val_loss: 0.0311967 | Time: 1862.7 ms
[2022-04-10 10:32:39 main:574] : INFO : Epoch 2006 | loss: 0.031191 | val_loss: 0.0311968 | Time: 1824.11 ms
[2022-04-10 10:32:41 main:574] : INFO : Epoch 2007 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 1788.62 ms
[2022-04-10 10:32:43 main:574] : INFO : Epoch 2008 | loss: 0.0311904 | val_loss: 0.0311967 | Time: 1864.47 ms
[2022-04-10 10:32:45 main:574] : INFO : Epoch 2009 | loss: 0.0311902 | val_loss: 0.0311971 | Time: 1880.07 ms
[2022-04-10 10:32:47 main:574] : INFO : Epoch 2010 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 1915.39 ms
[2022-04-10 10:32:49 main:574] : INFO : Epoch 2011 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 1828.28 ms
[2022-04-10 10:32:51 main:574] : INFO : Epoch 2012 | loss: 0.03119 | val_loss: 0.0311972 | Time: 1870.95 ms
[2022-04-10 10:32:53 main:574] : INFO : Epoch 2013 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 1936.97 ms
[2022-04-10 10:32:54 main:574] : INFO : Epoch 2014 | loss: 0.0311965 | val_loss: 0.0312087 | Time: 1878.25 ms
[2022-04-10 10:32:56 main:574] : INFO : Epoch 2015 | loss: 0.0311981 | val_loss: 0.0311999 | Time: 1786.68 ms
[2022-04-10 10:32:58 main:574] : INFO : Epoch 2016 | loss: 0.0311941 | val_loss: 0.0312007 | Time: 1917.63 ms
[2022-04-10 10:33:00 main:574] : INFO : Epoch 2017 | loss: 0.0311913 | val_loss: 0.0311977 | Time: 1832.36 ms
[2022-04-10 10:33:02 main:574] : INFO : Epoch 2018 | loss: 0.0311905 | val_loss: 0.0311964 | Time: 1922.28 ms
[2022-04-10 10:33:04 main:574] : INFO : Epoch 2019 | loss: 0.03119 | val_loss: 0.0311987 | Time: 1841.93 ms
[2022-04-10 10:33:06 main:574] : INFO : Epoch 2020 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 1841.83 ms
[2022-04-10 10:33:08 main:574] : INFO : Epoch 2021 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 1783.36 ms
[2022-04-10 10:33:10 main:574] : INFO : Epoch 2022 | loss: 0.0311898 | val_loss: 0.0311978 | Time: 2109.55 ms
[2022-04-10 10:33:12 main:574] : INFO : Epoch 2023 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 1826.92 ms
[2022-04-10 10:33:14 main:574] : INFO : Epoch 2024 | loss: 0.0311918 | val_loss: 0.0311969 | Time: 1963.25 ms
[2022-04-10 10:33:16 main:574] : INFO : Epoch 2025 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 1867.57 ms
[2022-04-10 10:33:18 main:574] : INFO : Epoch 2026 | loss: 0.0311897 | val_loss: 0.031197 | Time: 1832.36 ms
[2022-04-10 10:33:19 main:574] : INFO : Epoch 2027 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 1849.74 ms
[2022-04-10 10:33:21 main:574] : INFO : Epoch 2028 | loss: 0.0311915 | val_loss: 0.0311977 | Time: 1836.31 ms
[2022-04-10 10:33:23 main:574] : INFO : Epoch 2029 | loss: 0.03119 | val_loss: 0.0311982 | Time: 1852.4 ms
[2022-04-10 10:33:25 main:574] : INFO : Epoch 2030 | loss: 0.031191 | val_loss: 0.0312033 | Time: 1916.79 ms
[2022-04-10 10:33:27 main:574] : INFO : Epoch 2031 | loss: 0.0311942 | val_loss: 0.0311972 | Time: 1899.85 ms
[2022-04-10 10:33:29 main:574] : INFO : Epoch 2032 | loss: 0.0311911 | val_loss: 0.031197 | Time: 1819.26 ms
[2022-04-10 10:33:31 main:574] : INFO : Epoch 2033 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 1839.37 ms
[2022-04-10 10:33:33 main:574] : INFO : Epoch 2034 | loss: 0.0311979 | val_loss: 0.0312085 | Time: 1834.98 ms
[2022-04-10 10:33:35 main:574] : INFO : Epoch 2035 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 1804.57 ms
[2022-04-10 10:33:36 main:574] : INFO : Epoch 2036 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 1834.88 ms
[2022-04-10 10:33:38 main:574] : INFO : Epoch 2037 | loss: 0.0311951 | val_loss: 0.0312027 | Time: 1851.29 ms
[2022-04-10 10:33:40 main:574] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0311976 | Time: 1872.9 ms
[2022-04-10 10:33:42 main:574] : INFO : Epoch 2039 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 1865.52 ms
[2022-04-10 10:33:44 main:574] : INFO : Epoch 2040 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 1886.53 ms
[2022-04-10 10:33:46 main:574] : INFO : Epoch 2041 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 1881.39 ms
[2022-04-10 10:33:48 main:574] : INFO : Epoch 2042 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1840.48 ms
[2022-04-10 10:33:50 main:574] : INFO : Epoch 2043 | loss: 0.0311913 | val_loss: 0.0311956 | Time: 1856.56 ms
[2022-04-10 10:33:52 main:574] : INFO : Epoch 2044 | loss: 0.0311906 | val_loss: 0.0311961 | Time: 1839.84 ms
[2022-04-10 10:33:54 main:574] : INFO : Epoch 2045 | loss: 0.0311908 | val_loss: 0.0311968 | Time: 1800.22 ms
[2022-04-10 10:33:56 main:574] : INFO : Epoch 2046 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 1966.61 ms
[2022-04-10 10:33:57 main:574] : INFO : Epoch 2047 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 1901.32 ms
[2022-04-10 10:33:59 main:574] : INFO : Epoch 2048 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 1821.22 ms
[2022-04-10 10:33:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965
[2022-04-10 10:33:59 main:603] : INFO : Saving end state to config to file
[2022-04-10 10:33:59 main:608] : INFO : Success, exiting..
10:33:59 (32844): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)