Task 8532738
| Name | ParityModified-1634620309-16729-3_0 |
| Workunit | 6029573 |
| Created | 31 Oct 2021, 6:53:24 UTC |
| Sent | 1 Nov 2021, 16:04:11 UTC |
| Report deadline | 8 Nov 2021, 16:04:11 UTC |
| Received | 2 Nov 2021, 6:18:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 31 sec |
| CPU time | 1 hours 5 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 1862.52 ms [2021-11-02 02:02:10 main:581] : INFO : Epoch 1539 | loss: 0.031183 | val_loss: 0.0311882 | Time: 1911.65 ms [2021-11-02 02:02:12 main:581] : INFO : Epoch 1540 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 1989.73 ms [2021-11-02 02:02:14 main:581] : INFO : Epoch 1541 | loss: 0.0311832 | val_loss: 0.0311973 | Time: 1971.01 ms [2021-11-02 02:02:16 main:581] : INFO : Epoch 1542 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 1955.29 ms [2021-11-02 02:02:18 main:581] : INFO : Epoch 1543 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 1866.94 ms [2021-11-02 02:02:20 main:581] : INFO : Epoch 1544 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 1863.65 ms [2021-11-02 02:02:22 main:581] : INFO : Epoch 1545 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 1871.25 ms [2021-11-02 02:02:24 main:581] : INFO : Epoch 1546 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 1896.04 ms [2021-11-02 02:02:25 main:581] : INFO : Epoch 1547 | loss: 0.0311833 | val_loss: 0.031184 | Time: 1865.71 ms [2021-11-02 02:02:27 main:581] : INFO : Epoch 1548 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 1859.39 ms [2021-11-02 02:02:29 main:581] : INFO : Epoch 1549 | loss: 0.0311831 | val_loss: 0.0311842 | Time: 1873.8 ms [2021-11-02 02:02:31 main:581] : INFO : Epoch 1550 | loss: 0.0311835 | val_loss: 0.0311885 | Time: 1863.22 ms [2021-11-02 02:02:33 main:581] : INFO : Epoch 1551 | loss: 0.0311903 | val_loss: 0.031188 | Time: 1867.14 ms [2021-11-02 02:02:35 main:581] : INFO : Epoch 1552 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1861.65 ms [2021-11-02 02:02:37 main:581] : INFO : Epoch 1553 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 1878.84 ms [2021-11-02 02:02:39 main:581] : INFO : Epoch 1554 | loss: 0.0311822 | val_loss: 0.0311842 | Time: 1898.66 ms [2021-11-02 02:02:40 main:581] : INFO : Epoch 1555 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 1964.72 ms [2021-11-02 02:02:42 main:581] : INFO : Epoch 1556 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 1957.15 ms [2021-11-02 02:02:44 main:581] : INFO : Epoch 1557 | loss: 0.0311837 | val_loss: 0.0311854 | Time: 1969.08 ms [2021-11-02 02:02:46 main:581] : INFO : Epoch 1558 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 1936.09 ms [2021-11-02 02:02:48 main:581] : INFO : Epoch 1559 | loss: 0.0311852 | val_loss: 0.0312022 | Time: 1939.42 ms [2021-11-02 02:02:50 main:581] : INFO : Epoch 1560 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 1954.17 ms [2021-11-02 02:02:52 main:581] : INFO : Epoch 1561 | loss: 0.0311957 | val_loss: 0.0311994 | Time: 1967.05 ms [2021-11-02 02:02:54 main:581] : INFO : Epoch 1562 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 1981.37 ms [2021-11-02 02:02:56 main:581] : INFO : Epoch 1563 | loss: 0.0312023 | val_loss: 0.031205 | Time: 1975.81 ms [2021-11-02 02:02:58 main:581] : INFO : Epoch 1564 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 1952.61 ms [2021-11-02 02:03:00 main:581] : INFO : Epoch 1565 | loss: 0.0311987 | val_loss: 0.0312011 | Time: 1899.5 ms [2021-11-02 02:03:02 main:581] : INFO : Epoch 1566 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1899.51 ms [2021-11-02 02:03:04 main:581] : INFO : Epoch 1567 | loss: 0.0311981 | val_loss: 0.0312015 | Time: 1899.27 ms [2021-11-02 02:03:06 main:581] : INFO : Epoch 1568 | loss: 0.031196 | val_loss: 0.0311995 | Time: 1902.79 ms [2021-11-02 02:03:08 main:581] : INFO : Epoch 1569 | loss: 0.0311964 | val_loss: 0.0311988 | Time: 1956.13 ms [2021-11-02 02:03:10 main:581] : INFO : Epoch 1570 | loss: 0.0311956 | val_loss: 0.0311978 | Time: 1887.22 ms [2021-11-02 02:03:11 main:581] : INFO : Epoch 1571 | loss: 0.0311949 | val_loss: 0.0311974 | Time: 1853.62 ms [2021-11-02 02:03:13 main:581] : INFO : Epoch 1572 | loss: 0.031196 | val_loss: 0.0311991 | Time: 1884.36 ms [2021-11-02 02:03:15 main:581] : INFO : Epoch 1573 | loss: 0.0311978 | val_loss: 0.0312014 | Time: 1957.61 ms [2021-11-02 02:03:17 main:581] : INFO : Epoch 1574 | loss: 0.0311961 | val_loss: 0.0311993 | Time: 1879.62 ms [2021-11-02 02:03:19 main:581] : INFO : Epoch 1575 | loss: 0.031194 | val_loss: 0.0311975 | Time: 1902.25 ms [2021-11-02 02:03:21 main:581] : INFO : Epoch 1576 | loss: 0.031194 | val_loss: 0.0311968 | Time: 1863.1 ms [2021-11-02 02:03:23 main:581] : INFO : Epoch 1577 | loss: 0.0311996 | val_loss: 0.0312118 | Time: 1855.61 ms [2021-11-02 02:03:25 main:581] : INFO : Epoch 1578 | loss: 0.0311994 | val_loss: 0.031197 | Time: 1859.03 ms [2021-11-02 02:03:26 main:581] : INFO : Epoch 1579 | loss: 0.0311948 | val_loss: 0.0312039 | Time: 1857.01 ms [2021-11-02 02:03:28 main:581] : INFO : Epoch 1580 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 1858.43 ms [2021-11-02 02:03:30 main:581] : INFO : Epoch 1581 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 1918.97 ms [2021-11-02 02:03:32 main:581] : INFO : Epoch 1582 | loss: 0.0311934 | val_loss: 0.0312002 | Time: 1975.99 ms [2021-11-02 02:03:34 main:581] : INFO : Epoch 1583 | loss: 0.0311932 | val_loss: 0.0311947 | Time: 1976.75 ms [2021-11-02 02:03:36 main:581] : INFO : Epoch 1584 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 1972.44 ms [2021-11-02 02:03:38 main:581] : INFO : Epoch 1585 | loss: 0.0311957 | val_loss: 0.0311955 | Time: 1973.41 ms [2021-11-02 02:03:40 main:581] : INFO : Epoch 1586 | loss: 0.031191 | val_loss: 0.0311947 | Time: 1963.1 ms [2021-11-02 02:03:42 main:581] : INFO : Epoch 1587 | loss: 0.0311921 | val_loss: 0.031194 | Time: 1926.73 ms [2021-11-02 02:03:44 main:581] : INFO : Epoch 1588 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 1869.28 ms [2021-11-02 02:03:46 main:581] : INFO : Epoch 1589 | loss: 0.0311936 | val_loss: 0.0311975 | Time: 1873.09 ms [2021-11-02 02:03:48 main:581] : INFO : Epoch 1590 | loss: 0.031192 | val_loss: 0.0311937 | Time: 1893.89 ms [2021-11-02 02:03:50 main:581] : INFO : Epoch 1591 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 1865.05 ms [2021-11-02 02:03:51 main:581] : INFO : Epoch 1592 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 1870.37 ms [2021-11-02 02:03:53 main:581] : INFO : Epoch 1593 | loss: 0.0311914 | val_loss: 0.0311932 | Time: 1868.69 ms [2021-11-02 02:03:55 main:581] : INFO : Epoch 1594 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1877.38 ms [2021-11-02 02:03:57 main:581] : INFO : Epoch 1595 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 1871.94 ms [2021-11-02 02:03:59 main:581] : INFO : Epoch 1596 | loss: 0.0311897 | val_loss: 0.0311933 | Time: 1917.39 ms [2021-11-02 02:04:01 main:581] : INFO : Epoch 1597 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1968.11 ms [2021-11-02 02:04:03 main:581] : INFO : Epoch 1598 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 1971.58 ms [2021-11-02 02:04:05 main:581] : INFO : Epoch 1599 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 1967.34 ms [2021-11-02 02:04:07 main:581] : INFO : Epoch 1600 | loss: 0.0311905 | val_loss: 0.031193 | Time: 1966.57 ms [2021-11-02 02:04:09 main:581] : INFO : Epoch 1601 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1905.28 ms [2021-11-02 02:04:11 main:581] : INFO : Epoch 1602 | loss: 0.0311897 | val_loss: 0.0311932 | Time: 1890.7 ms [2021-11-02 02:04:13 main:581] : INFO : Epoch 1603 | loss: 0.03119 | val_loss: 0.031193 | Time: 1936.97 ms [2021-11-02 02:04:15 main:581] : INFO : Epoch 1604 | loss: 0.0311913 | val_loss: 0.0311978 | Time: 1981.06 ms [2021-11-02 02:04:17 main:581] : INFO : Epoch 1605 | loss: 0.0311917 | val_loss: 0.0311968 | Time: 1976.29 ms [2021-11-02 02:04:18 main:581] : INFO : Epoch 1606 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 1959.8 ms [2021-11-02 02:04:20 main:581] : INFO : Epoch 1607 | loss: 0.0311902 | val_loss: 0.0312029 | Time: 1968.65 ms [2021-11-02 02:04:22 main:581] : INFO : Epoch 1608 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 1975.61 ms [2021-11-02 02:04:24 main:581] : INFO : Epoch 1609 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 2008.47 ms [2021-11-02 02:04:26 main:581] : INFO : Epoch 1610 | loss: 0.0311905 | val_loss: 0.0311951 | Time: 1967.05 ms [2021-11-02 02:04:28 main:581] : INFO : Epoch 1611 | loss: 0.0311916 | val_loss: 0.0311952 | Time: 1979.14 ms [2021-11-02 02:04:30 main:581] : INFO : Epoch 1612 | loss: 0.0311897 | val_loss: 0.0311931 | Time: 1956.84 ms [2021-11-02 02:04:32 main:581] : INFO : Epoch 1613 | loss: 0.0311883 | val_loss: 0.0311971 | Time: 1962.73 ms [2021-11-02 02:04:34 main:581] : INFO : Epoch 1614 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 1940.88 ms [2021-11-02 02:04:36 main:581] : INFO : Epoch 1615 | loss: 0.0311938 | val_loss: 0.0311953 | Time: 1967.07 ms [2021-11-02 02:04:38 main:581] : INFO : Epoch 1616 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 1968.56 ms [2021-11-02 02:04:40 main:581] : INFO : Epoch 1617 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1964.72 ms [2021-11-02 02:04:42 main:581] : INFO : Epoch 1618 | loss: 0.0311908 | val_loss: 0.0311954 | Time: 1968.42 ms [2021-11-02 02:04:44 main:581] : INFO : Epoch 1619 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 1865.96 ms [2021-11-02 02:04:46 main:581] : INFO : Epoch 1620 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 1856.4 ms [2021-11-02 02:04:48 main:581] : INFO : Epoch 1621 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 1869.22 ms [2021-11-02 02:04:50 main:581] : INFO : Epoch 1622 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1866.83 ms [2021-11-02 02:04:51 main:581] : INFO : Epoch 1623 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 1885.53 ms [2021-11-02 02:04:53 main:581] : INFO : Epoch 1624 | loss: 0.0311953 | val_loss: 0.0311997 | Time: 1965.88 ms [2021-11-02 02:04:55 main:581] : INFO : Epoch 1625 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 1966.88 ms [2021-11-02 02:04:57 main:581] : INFO : Epoch 1626 | loss: 0.0311916 | val_loss: 0.0311939 | Time: 1963.19 ms [2021-11-02 02:04:59 main:581] : INFO : Epoch 1627 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 1963.65 ms [2021-11-02 02:05:01 main:581] : INFO : Epoch 1628 | loss: 0.0311916 | val_loss: 0.0311938 | Time: 1937.47 ms [2021-11-02 02:05:03 main:581] : INFO : Epoch 1629 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 1893.07 ms [2021-11-02 02:05:05 main:581] : INFO : Epoch 1630 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1957.51 ms [2021-11-02 02:05:07 main:581] : INFO : Epoch 1631 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 1966.26 ms [2021-11-02 02:05:09 main:581] : INFO : Epoch 1632 | loss: 0.03119 | val_loss: 0.0311907 | Time: 1951.22 ms [2021-11-02 02:05:11 main:581] : INFO : Epoch 1633 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1938.63 ms [2021-11-02 02:05:13 main:581] : INFO : Epoch 1634 | loss: 0.0311907 | val_loss: 0.0311943 | Time: 1962.49 ms [2021-11-02 02:05:15 main:581] : INFO : Epoch 1635 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 1981.89 ms [2021-11-02 02:05:17 main:581] : INFO : Epoch 1636 | loss: 0.0311916 | val_loss: 0.0311948 | Time: 1977.06 ms [2021-11-02 02:05:19 main:581] : INFO : Epoch 1637 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 1980.42 ms [2021-11-02 02:05:21 main:581] : INFO : Epoch 1638 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 1969.95 ms [2021-11-02 02:05:23 main:581] : INFO : Epoch 1639 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 1907.14 ms [2021-11-02 02:05:25 main:581] : INFO : Epoch 1640 | loss: 0.0311892 | val_loss: 0.0311968 | Time: 1904.26 ms [2021-11-02 02:05:27 main:581] : INFO : Epoch 1641 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 1899.95 ms [2021-11-02 02:05:28 main:581] : INFO : Epoch 1642 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 1940.76 ms [2021-11-02 02:05:30 main:581] : INFO : Epoch 1643 | loss: 0.031195 | val_loss: 0.0312004 | Time: 1897.24 ms [2021-11-02 02:05:32 main:581] : INFO : Epoch 1644 | loss: 0.0311912 | val_loss: 0.0311995 | Time: 1896.98 ms [2021-11-02 02:05:34 main:581] : INFO : Epoch 1645 | loss: 0.031191 | val_loss: 0.0311976 | Time: 1893.85 ms [2021-11-02 02:05:36 main:581] : INFO : Epoch 1646 | loss: 0.0311889 | val_loss: 0.0311957 | Time: 1898.26 ms [2021-11-02 02:05:38 main:581] : INFO : Epoch 1647 | loss: 0.0311878 | val_loss: 0.0311976 | Time: 1905.17 ms [2021-11-02 02:05:40 main:581] : INFO : Epoch 1648 | loss: 0.0311897 | val_loss: 0.0311957 | Time: 1904.81 ms [2021-11-02 02:05:42 main:581] : INFO : Epoch 1649 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 1899.3 ms [2021-11-02 02:05:44 main:581] : INFO : Epoch 1650 | loss: 0.0311881 | val_loss: 0.0311945 | Time: 1896.33 ms [2021-11-02 02:05:46 main:581] : INFO : Epoch 1651 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 1897.08 ms [2021-11-02 02:05:47 main:581] : INFO : Epoch 1652 | loss: 0.0311892 | val_loss: 0.0312064 | Time: 1897.19 ms [2021-11-02 02:05:49 main:581] : INFO : Epoch 1653 | loss: 0.0311932 | val_loss: 0.0312049 | Time: 1959.89 ms [2021-11-02 02:05:51 main:581] : INFO : Epoch 1654 | loss: 0.0311904 | val_loss: 0.031198 | Time: 1909.64 ms [2021-11-02 02:05:53 main:581] : INFO : Epoch 1655 | loss: 0.0311881 | val_loss: 0.031199 | Time: 1903 ms [2021-11-02 02:05:55 main:581] : INFO : Epoch 1656 | loss: 0.031189 | val_loss: 0.0311967 | Time: 1915.31 ms [2021-11-02 02:05:57 main:581] : INFO : Epoch 1657 | loss: 0.0311913 | val_loss: 0.0311964 | Time: 1969.61 ms [2021-11-02 02:05:59 main:581] : INFO : Epoch 1658 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 1967.16 ms [2021-11-02 02:06:01 main:581] : INFO : Epoch 1659 | loss: 0.0311867 | val_loss: 0.0311946 | Time: 1913.03 ms [2021-11-02 02:06:03 main:581] : INFO : Epoch 1660 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1866.65 ms [2021-11-02 02:06:05 main:581] : INFO : Epoch 1661 | loss: 0.0311877 | val_loss: 0.0311967 | Time: 1866.14 ms [2021-11-02 02:06:07 main:581] : INFO : Epoch 1662 | loss: 0.0311876 | val_loss: 0.0311989 | Time: 1881.55 ms [2021-11-02 02:06:09 main:581] : INFO : Epoch 1663 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1872.84 ms [2021-11-02 02:06:10 main:581] : INFO : Epoch 1664 | loss: 0.0311901 | val_loss: 0.031202 | Time: 1891.69 ms [2021-11-02 02:06:12 main:581] : INFO : Epoch 1665 | loss: 0.0311941 | val_loss: 0.0311935 | Time: 1863.68 ms [2021-11-02 02:06:14 main:581] : INFO : Epoch 1666 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 1898.32 ms [2021-11-02 02:06:16 main:581] : INFO : Epoch 1667 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 1892.29 ms [2021-11-02 02:06:18 main:581] : INFO : Epoch 1668 | loss: 0.0312015 | val_loss: 0.0312028 | Time: 1930.9 ms [2021-11-02 02:06:20 main:581] : INFO : Epoch 1669 | loss: 0.0312058 | val_loss: 0.0312041 | Time: 1935.24 ms [2021-11-02 02:06:22 main:581] : INFO : Epoch 1670 | loss: 0.0312059 | val_loss: 0.0312026 | Time: 1963.63 ms [2021-11-02 02:06:24 main:581] : INFO : Epoch 1671 | loss: 0.0312054 | val_loss: 0.0312018 | Time: 1957.2 ms [2021-11-02 02:06:26 main:581] : INFO : Epoch 1672 | loss: 0.031204 | val_loss: 0.0312005 | Time: 1981.26 ms [2021-11-02 02:06:28 main:581] : INFO : Epoch 1673 | loss: 0.0312032 | val_loss: 0.0311983 | Time: 1967.11 ms [2021-11-02 02:06:30 main:581] : INFO : Epoch 1674 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 1860.02 ms [2021-11-02 02:06:32 main:581] : INFO : Epoch 1675 | loss: 0.031203 | val_loss: 0.0312046 | Time: 1851.02 ms [2021-11-02 02:06:33 main:581] : INFO : Epoch 1676 | loss: 0.0312029 | val_loss: 0.0311966 | Time: 1868.75 ms [2021-11-02 02:06:35 main:581] : INFO : Epoch 1677 | loss: 0.0311991 | val_loss: 0.0311994 | Time: 1899.04 ms [2021-11-02 02:06:37 main:581] : INFO : Epoch 1678 | loss: 0.0311995 | val_loss: 0.0311996 | Time: 1896.67 ms [2021-11-02 02:06:39 main:581] : INFO : Epoch 1679 | loss: 0.0311982 | val_loss: 0.0311972 | Time: 1897.41 ms [2021-11-02 02:06:41 main:581] : INFO : Epoch 1680 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 1904.35 ms [2021-11-02 02:06:43 main:581] : INFO : Epoch 1681 | loss: 0.031199 | val_loss: 0.0311979 | Time: 1914.38 ms [2021-11-02 02:06:45 main:581] : INFO : Epoch 1682 | loss: 0.031196 | val_loss: 0.0311964 | Time: 1913.6 ms [2021-11-02 02:06:47 main:581] : INFO : Epoch 1683 | loss: 0.0311961 | val_loss: 0.031202 | Time: 1922.15 ms [2021-11-02 02:06:49 main:581] : INFO : Epoch 1684 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 1921.58 ms [2021-11-02 02:06:51 main:581] : INFO : Epoch 1685 | loss: 0.0311962 | val_loss: 0.0311975 | Time: 1947.3 ms [2021-11-02 02:06:53 main:581] : INFO : Epoch 1686 | loss: 0.0312 | val_loss: 0.0311953 | Time: 1913.54 ms [2021-11-02 02:06:54 main:581] : INFO : Epoch 1687 | loss: 0.031195 | val_loss: 0.0311948 | Time: 1889.98 ms [2021-11-02 02:06:56 main:581] : INFO : Epoch 1688 | loss: 0.0311951 | val_loss: 0.0311987 | Time: 1947.33 ms [2021-11-02 02:06:58 main:581] : INFO : Epoch 1689 | loss: 0.0311934 | val_loss: 0.031194 | Time: 1979.97 ms [2021-11-02 02:07:00 main:581] : INFO : Epoch 1690 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 1922.91 ms [2021-11-02 02:07:02 main:581] : INFO : Epoch 1691 | loss: 0.0311924 | val_loss: 0.0311927 | Time: 1945.52 ms [2021-11-02 02:07:04 main:581] : INFO : Epoch 1692 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 1977.68 ms [2021-11-02 02:07:06 main:581] : INFO : Epoch 1693 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 1909.42 ms [2021-11-02 02:07:08 main:581] : INFO : Epoch 1694 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 1961.48 ms [2021-11-02 02:07:10 main:581] : INFO : Epoch 1695 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 1992.19 ms [2021-11-02 02:07:12 main:581] : INFO : Epoch 1696 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 1957.9 ms [2021-11-02 02:07:14 main:581] : INFO : Epoch 1697 | loss: 0.0311979 | val_loss: 0.0312008 | Time: 1947.32 ms [2021-11-02 02:07:16 main:581] : INFO : Epoch 1698 | loss: 0.0312031 | val_loss: 0.0311962 | Time: 1903.94 ms [2021-11-02 02:07:18 main:581] : INFO : Epoch 1699 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 1882.11 ms [2021-11-02 02:07:20 main:581] : INFO : Epoch 1700 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 1962.62 ms [2021-11-02 02:07:22 main:581] : INFO : Epoch 1701 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 1939.85 ms [2021-11-02 02:07:23 main:581] : INFO : Epoch 1702 | loss: 0.0311923 | val_loss: 0.0311965 | Time: 1866.22 ms [2021-11-02 02:07:25 main:581] : INFO : Epoch 1703 | loss: 0.0311975 | val_loss: 0.031194 | Time: 1872.24 ms [2021-11-02 02:07:27 main:581] : INFO : Epoch 1704 | loss: 0.0311929 | val_loss: 0.031195 | Time: 1861.44 ms [2021-11-02 02:07:29 main:581] : INFO : Epoch 1705 | loss: 0.031192 | val_loss: 0.031194 | Time: 1862.31 ms [2021-11-02 02:07:31 main:581] : INFO : Epoch 1706 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 1862.12 ms [2021-11-02 02:07:33 main:581] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 1868.43 ms [2021-11-02 02:07:35 main:581] : INFO : Epoch 1708 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1948.6 ms [2021-11-02 02:07:37 main:581] : INFO : Epoch 1709 | loss: 0.0311909 | val_loss: 0.0311925 | Time: 1957.29 ms [2021-11-02 02:07:39 main:581] : INFO : Epoch 1710 | loss: 0.0311913 | val_loss: 0.0311926 | Time: 1960.96 ms [2021-11-02 02:07:41 main:581] : INFO : Epoch 1711 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 1966.64 ms [2021-11-02 02:07:43 main:581] : INFO : Epoch 1712 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 1963.44 ms [2021-11-02 02:07:45 main:581] : INFO : Epoch 1713 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 1946.55 ms [2021-11-02 02:07:47 main:581] : INFO : Epoch 1714 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 1966.52 ms [2021-11-02 02:07:49 main:581] : INFO : Epoch 1715 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 1974.68 ms [2021-11-02 02:07:50 main:581] : INFO : Epoch 1716 | loss: 0.031191 | val_loss: 0.0311935 | Time: 1893.29 ms [2021-11-02 02:07:52 main:581] : INFO : Epoch 1717 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 1856.93 ms [2021-11-02 02:07:54 main:581] : INFO : Epoch 1718 | loss: 0.0311905 | val_loss: 0.0311958 | Time: 1967.77 ms [2021-11-02 02:07:56 main:581] : INFO : Epoch 1719 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 1968.06 ms [2021-11-02 02:07:58 main:581] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0311932 | Time: 1973.36 ms [2021-11-02 02:08:00 main:581] : INFO : Epoch 1721 | loss: 0.031193 | val_loss: 0.0311932 | Time: 1974.29 ms [2021-11-02 02:08:02 main:581] : INFO : Epoch 1722 | loss: 0.0311919 | val_loss: 0.0311926 | Time: 1971.76 ms [2021-11-02 02:08:04 main:581] : INFO : Epoch 1723 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1973.05 ms [2021-11-02 02:08:06 main:581] : INFO : Epoch 1724 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 1967.75 ms [2021-11-02 02:08:08 main:581] : INFO : Epoch 1725 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 1959.01 ms [2021-11-02 02:08:10 main:581] : INFO : Epoch 1726 | loss: 0.0311899 | val_loss: 0.0311932 | Time: 1965.79 ms [2021-11-02 02:08:12 main:581] : INFO : Epoch 1727 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 1967.76 ms [2021-11-02 02:08:14 main:581] : INFO : Epoch 1728 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 1967.37 ms [2021-11-02 02:08:16 main:581] : INFO : Epoch 1729 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1968.84 ms [2021-11-02 02:08:18 main:581] : INFO : Epoch 1730 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 2005.84 ms [2021-11-02 02:08:20 main:581] : INFO : Epoch 1731 | loss: 0.0311909 | val_loss: 0.0311927 | Time: 1957.27 ms [2021-11-02 02:08:22 main:581] : INFO : Epoch 1732 | loss: 0.0311897 | val_loss: 0.0311952 | Time: 1951.64 ms [2021-11-02 02:08:24 main:581] : INFO : Epoch 1733 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 1913.2 ms [2021-11-02 02:08:26 main:581] : INFO : Epoch 1734 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 1891.64 ms [2021-11-02 02:08:28 main:581] : INFO : Epoch 1735 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 1963.65 ms [2021-11-02 02:08:30 main:581] : INFO : Epoch 1736 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 1968.23 ms [2021-11-02 02:08:32 main:581] : INFO : Epoch 1737 | loss: 0.0311901 | val_loss: 0.0311945 | Time: 1977.45 ms [2021-11-02 02:08:33 main:581] : INFO : Epoch 1738 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 1961.07 ms [2021-11-02 02:08:35 main:581] : INFO : Epoch 1739 | loss: 0.031195 | val_loss: 0.0311978 | Time: 1966.66 ms [2021-11-02 02:08:37 main:581] : INFO : Epoch 1740 | loss: 0.0311923 | val_loss: 0.0312047 | Time: 1969 ms [2021-11-02 02:08:39 main:581] : INFO : Epoch 1741 | loss: 0.0311936 | val_loss: 0.0312012 | Time: 1963.58 ms [2021-11-02 02:08:41 main:581] : INFO : Epoch 1742 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 1967.41 ms [2021-11-02 02:08:43 main:581] : INFO : Epoch 1743 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 1975.98 ms [2021-11-02 02:08:45 main:581] : INFO : Epoch 1744 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 1976.24 ms [2021-11-02 02:08:47 main:581] : INFO : Epoch 1745 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 1963.29 ms [2021-11-02 02:08:49 main:581] : INFO : Epoch 1746 | loss: 0.0311943 | val_loss: 0.031195 | Time: 1988.59 ms [2021-11-02 02:08:51 main:581] : INFO : Epoch 1747 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 1975.66 ms [2021-11-02 02:08:53 main:581] : INFO : Epoch 1748 | loss: 0.0311912 | val_loss: 0.0311924 | Time: 1975.07 ms [2021-11-02 02:08:55 main:581] : INFO : Epoch 1749 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 1976.77 ms [2021-11-02 02:08:57 main:581] : INFO : Epoch 1750 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 1984.33 ms [2021-11-02 02:08:59 main:581] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 1965.04 ms [2021-11-02 02:09:01 main:581] : INFO : Epoch 1752 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 1980.57 ms [2021-11-02 02:09:03 main:581] : INFO : Epoch 1753 | loss: 0.03119 | val_loss: 0.0311922 | Time: 1905.55 ms [2021-11-02 02:09:05 main:581] : INFO : Epoch 1754 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 1961.37 ms [2021-11-02 02:09:07 main:581] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311926 | Time: 1961.85 ms [2021-11-02 02:09:09 main:581] : INFO : Epoch 1756 | loss: 0.0311955 | val_loss: 0.0312063 | Time: 1918.24 ms [2021-11-02 02:09:11 main:581] : INFO : Epoch 1757 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1981.86 ms [2021-11-02 02:09:13 main:581] : INFO : Epoch 1758 | loss: 0.031194 | val_loss: 0.031194 | Time: 1978.46 ms [2021-11-02 02:09:15 main:581] : INFO : Epoch 1759 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 1977.23 ms [2021-11-02 02:09:17 main:581] : INFO : Epoch 1760 | loss: 0.0311898 | val_loss: 0.0311945 | Time: 1960.08 ms [2021-11-02 02:09:19 main:581] : INFO : Epoch 1761 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 1888.91 ms [2021-11-02 02:09:21 main:581] : INFO : Epoch 1762 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 1944.42 ms [2021-11-02 02:09:23 main:581] : INFO : Epoch 1763 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 1937.63 ms [2021-11-02 02:09:25 main:581] : INFO : Epoch 1764 | loss: 0.0311942 | val_loss: 0.0311936 | Time: 1976.69 ms [2021-11-02 02:09:26 main:581] : INFO : Epoch 1765 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 1967.64 ms [2021-11-02 02:09:28 main:581] : INFO : Epoch 1766 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 1869.3 ms [2021-11-02 02:09:30 main:581] : INFO : Epoch 1767 | loss: 0.03119 | val_loss: 0.031196 | Time: 1864.6 ms [2021-11-02 02:09:32 main:581] : INFO : Epoch 1768 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 1870.36 ms [2021-11-02 02:09:34 main:581] : INFO : Epoch 1769 | loss: 0.0311913 | val_loss: 0.0311924 | Time: 1914.86 ms [2021-11-02 02:09:36 main:581] : INFO : Epoch 1770 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1936.36 ms [2021-11-02 02:09:38 main:581] : INFO : Epoch 1771 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 1961.2 ms [2021-11-02 02:09:40 main:581] : INFO : Epoch 1772 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 1964.2 ms [2021-11-02 02:09:42 main:581] : INFO : Epoch 1773 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 1903.54 ms [2021-11-02 02:09:44 main:581] : INFO : Epoch 1774 | loss: 0.0311903 | val_loss: 0.0311923 | Time: 1867.31 ms [2021-11-02 02:09:45 main:581] : INFO : Epoch 1775 | loss: 0.0311895 | val_loss: 0.031193 | Time: 1869.06 ms [2021-11-02 02:09:47 main:581] : INFO : Epoch 1776 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 1869.16 ms [2021-11-02 02:09:49 main:581] : INFO : Epoch 1777 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 1866.26 ms [2021-11-02 02:09:51 main:581] : INFO : Epoch 1778 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 1875.07 ms [2021-11-02 02:09:53 main:581] : INFO : Epoch 1779 | loss: 0.0311932 | val_loss: 0.0312113 | Time: 1897.96 ms [2021-11-02 02:09:55 main:581] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0311937 | Time: 1959.92 ms [2021-11-02 02:09:57 main:581] : INFO : Epoch 1781 | loss: 0.0311912 | val_loss: 0.0311923 | Time: 1946.51 ms [2021-11-02 02:09:59 main:581] : INFO : Epoch 1782 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1866.48 ms [2021-11-02 02:10:01 main:581] : INFO : Epoch 1783 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 1871.3 ms [2021-11-02 02:10:03 main:581] : INFO : Epoch 1784 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 1945.2 ms [2021-11-02 02:10:05 main:581] : INFO : Epoch 1785 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 1957.15 ms [2021-11-02 02:10:06 main:581] : INFO : Epoch 1786 | loss: 0.0311914 | val_loss: 0.0311932 | Time: 1947.54 ms [2021-11-02 02:10:08 main:581] : INFO : Epoch 1787 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 1881.16 ms [2021-11-02 02:10:10 main:581] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 1865.56 ms [2021-11-02 02:10:12 main:581] : INFO : Epoch 1789 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 1877.24 ms [2021-11-02 02:10:14 main:581] : INFO : Epoch 1790 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1871.69 ms [2021-11-02 02:10:16 main:581] : INFO : Epoch 1791 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 1884.86 ms [2021-11-02 02:10:18 main:581] : INFO : Epoch 1792 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 1954.18 ms [2021-11-02 02:10:20 main:581] : INFO : Epoch 1793 | loss: 0.0311918 | val_loss: 0.0311941 | Time: 1926.36 ms [2021-11-02 02:10:22 main:581] : INFO : Epoch 1794 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1972.7 ms [2021-11-02 02:10:24 main:581] : INFO : Epoch 1795 | loss: 0.0311911 | val_loss: 0.031194 | Time: 1972.29 ms [2021-11-02 02:10:26 main:581] : INFO : Epoch 1796 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 1950.37 ms [2021-11-02 02:10:28 main:581] : INFO : Epoch 1797 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 1968.14 ms [2021-11-02 02:10:30 main:581] : INFO : Epoch 1798 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 2011.76 ms [2021-11-02 02:10:32 main:581] : INFO : Epoch 1799 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 1977.34 ms [2021-11-02 02:10:34 main:581] : INFO : Epoch 1800 | loss: 0.0311905 | val_loss: 0.0311946 | Time: 1967.07 ms [2021-11-02 02:10:36 main:581] : INFO : Epoch 1801 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 1974.96 ms [2021-11-02 02:10:37 main:581] : INFO : Epoch 1802 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 1917.64 ms [2021-11-02 02:10:39 main:581] : INFO : Epoch 1803 | loss: 0.0311913 | val_loss: 0.031198 | Time: 1879.47 ms [2021-11-02 02:10:41 main:581] : INFO : Epoch 1804 | loss: 0.0311936 | val_loss: 0.031194 | Time: 1873.08 ms [2021-11-02 02:10:43 main:581] : INFO : Epoch 1805 | loss: 0.0311962 | val_loss: 0.0311932 | Time: 1867.25 ms [2021-11-02 02:10:45 main:581] : INFO : Epoch 1806 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 1868.58 ms [2021-11-02 02:10:47 main:581] : INFO : Epoch 1807 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1866.94 ms [2021-11-02 02:10:49 main:581] : INFO : Epoch 1808 | loss: 0.0311888 | val_loss: 0.0311931 | Time: 1897.42 ms [2021-11-02 02:10:51 main:581] : INFO : Epoch 1809 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 1902.63 ms [2021-11-02 02:10:53 main:581] : INFO : Epoch 1810 | loss: 0.0311892 | val_loss: 0.031191 | Time: 1900.21 ms [2021-11-02 02:10:54 main:581] : INFO : Epoch 1811 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 1907.47 ms [2021-11-02 02:10:56 main:581] : INFO : Epoch 1812 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 1870.99 ms [2021-11-02 02:10:58 main:581] : INFO : Epoch 1813 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 1868.4 ms [2021-11-02 02:11:00 main:581] : INFO : Epoch 1814 | loss: 0.0311885 | val_loss: 0.0311904 | Time: 1923.32 ms [2021-11-02 02:11:02 main:581] : INFO : Epoch 1815 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 1972.22 ms [2021-11-02 02:11:04 main:581] : INFO : Epoch 1816 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 1976.02 ms [2021-11-02 02:11:06 main:581] : INFO : Epoch 1817 | loss: 0.0311918 | val_loss: 0.0311905 | Time: 1925.49 ms [2021-11-02 02:11:08 main:581] : INFO : Epoch 1818 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 1861.23 ms [2021-11-02 02:11:10 main:581] : INFO : Epoch 1819 | loss: 0.031192 | val_loss: 0.0311901 | Time: 1860.54 ms [2021-11-02 02:11:12 main:581] : INFO : Epoch 1820 | loss: 0.0311903 | val_loss: 0.03119 | Time: 1860.17 ms [2021-11-02 02:11:13 main:581] : INFO : Epoch 1821 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 1862.85 ms [2021-11-02 02:11:15 main:581] : INFO : Epoch 1822 | loss: 0.0311903 | val_loss: 0.031191 | Time: 1871.54 ms [2021-11-02 02:11:17 main:581] : INFO : Epoch 1823 | loss: 0.0311922 | val_loss: 0.0311991 | Time: 1885.34 ms [2021-11-02 02:11:19 main:581] : INFO : Epoch 1824 | loss: 0.0311954 | val_loss: 0.0311956 | Time: 1965.92 ms [2021-11-02 02:11:21 main:581] : INFO : Epoch 1825 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 1958.92 ms [2021-11-02 02:11:23 main:581] : INFO : Epoch 1826 | loss: 0.0311909 | val_loss: 0.0311921 | Time: 1952.99 ms [2021-11-02 02:11:25 main:581] : INFO : Epoch 1827 | loss: 0.0311939 | val_loss: 0.0311959 | Time: 1960.63 ms [2021-11-02 02:11:27 main:581] : INFO : Epoch 1828 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 1962.51 ms [2021-11-02 02:11:29 main:581] : INFO : Epoch 1829 | loss: 0.031189 | val_loss: 0.0311891 | Time: 1906.78 ms [2021-11-02 02:11:31 main:581] : INFO : Epoch 1830 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 1865.08 ms [2021-11-02 02:11:33 main:581] : INFO : Epoch 1831 | loss: 0.0311912 | val_loss: 0.0311904 | Time: 1915.76 ms [2021-11-02 02:11:35 main:581] : INFO : Epoch 1832 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 1861.82 ms [2021-11-02 02:11:36 main:581] : INFO : Epoch 1833 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 1858.54 ms [2021-11-02 02:11:38 main:581] : INFO : Epoch 1834 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 1860.2 ms [2021-11-02 02:11:40 main:581] : INFO : Epoch 1835 | loss: 0.0311899 | val_loss: 0.0311931 | Time: 1856.97 ms [2021-11-02 02:11:42 main:581] : INFO : Epoch 1836 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 1882.07 ms [2021-11-02 02:11:44 main:581] : INFO : Epoch 1837 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 1869.29 ms [2021-11-02 02:11:46 main:581] : INFO : Epoch 1838 | loss: 0.0311885 | val_loss: 0.031189 | Time: 1867.06 ms [2021-11-02 02:11:48 main:581] : INFO : Epoch 1839 | loss: 0.0311925 | val_loss: 0.0311972 | Time: 1915.19 ms [2021-11-02 02:11:50 main:581] : INFO : Epoch 1840 | loss: 0.0311896 | val_loss: 0.0311878 | Time: 1962.03 ms [2021-11-02 02:11:52 main:581] : INFO : Epoch 1841 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 1961.78 ms [2021-11-02 02:11:53 main:581] : INFO : Epoch 1842 | loss: 0.0311897 | val_loss: 0.0311877 | Time: 1898.01 ms [2021-11-02 02:11:55 main:581] : INFO : Epoch 1843 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 1975.8 ms [2021-11-02 02:11:57 main:581] : INFO : Epoch 1844 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 1911.23 ms [2021-11-02 02:11:59 main:581] : INFO : Epoch 1845 | loss: 0.031193 | val_loss: 0.0311896 | Time: 1862.41 ms [2021-11-02 02:12:01 main:581] : INFO : Epoch 1846 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 1864.16 ms [2021-11-02 02:12:03 main:581] : INFO : Epoch 1847 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 1871.45 ms [2021-11-02 02:12:05 main:581] : INFO : Epoch 1848 | loss: 0.031191 | val_loss: 0.0311879 | Time: 1880.37 ms [2021-11-02 02:12:07 main:581] : INFO : Epoch 1849 | loss: 0.0311914 | val_loss: 0.0311908 | Time: 1875.22 ms [2021-11-02 02:12:09 main:581] : INFO : Epoch 1850 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1898.6 ms [2021-11-02 02:12:11 main:581] : INFO : Epoch 1851 | loss: 0.0311906 | val_loss: 0.0311955 | Time: 1966.66 ms [2021-11-02 02:12:13 main:581] : INFO : Epoch 1852 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 1958.32 ms [2021-11-02 02:12:14 main:581] : INFO : Epoch 1853 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 1905.41 ms [2021-11-02 02:12:16 main:581] : INFO : Epoch 1854 | loss: 0.0311905 | val_loss: 0.0311906 | Time: 1947.65 ms [2021-11-02 02:12:18 main:581] : INFO : Epoch 1855 | loss: 0.0311874 | val_loss: 0.031189 | Time: 1924.82 ms [2021-11-02 02:12:20 main:581] : INFO : Epoch 1856 | loss: 0.0311886 | val_loss: 0.0311883 | Time: 1880.16 ms [2021-11-02 02:12:22 main:581] : INFO : Epoch 1857 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 1950.25 ms [2021-11-02 02:12:24 main:581] : INFO : Epoch 1858 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 1859.81 ms [2021-11-02 02:12:26 main:581] : INFO : Epoch 1859 | loss: 0.0311883 | val_loss: 0.0311968 | Time: 1859.91 ms [2021-11-02 02:12:28 main:581] : INFO : Epoch 1860 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 1867.51 ms [2021-11-02 02:12:30 main:581] : INFO : Epoch 1861 | loss: 0.03119 | val_loss: 0.03119 | Time: 1862.85 ms [2021-11-02 02:12:31 main:581] : INFO : Epoch 1862 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1868.51 ms [2021-11-02 02:12:33 main:581] : INFO : Epoch 1863 | loss: 0.0311882 | val_loss: 0.0311888 | Time: 1870.79 ms [2021-11-02 02:12:35 main:581] : INFO : Epoch 1864 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 1909.36 ms [2021-11-02 02:12:37 main:581] : INFO : Epoch 1865 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 1978.47 ms [2021-11-02 02:12:39 main:581] : INFO : Epoch 1866 | loss: 0.0311878 | val_loss: 0.0311888 | Time: 1889.79 ms [2021-11-02 02:12:41 main:581] : INFO : Epoch 1867 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 1885.57 ms [2021-11-02 02:12:43 main:581] : INFO : Epoch 1868 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 1866.72 ms [2021-11-02 02:12:45 main:581] : INFO : Epoch 1869 | loss: 0.0311889 | val_loss: 0.0311879 | Time: 1868.08 ms [2021-11-02 02:12:47 main:581] : INFO : Epoch 1870 | loss: 0.0311921 | val_loss: 0.0311889 | Time: 1967.81 ms [2021-11-02 02:12:49 main:581] : INFO : Epoch 1871 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 1916.92 ms [2021-11-02 02:12:51 main:581] : INFO : Epoch 1872 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1896.21 ms [2021-11-02 02:12:52 main:581] : INFO : Epoch 1873 | loss: 0.0311895 | val_loss: 0.0311881 | Time: 1916.02 ms [2021-11-02 02:12:54 main:581] : INFO : Epoch 1874 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 1934.12 ms [2021-11-02 02:12:56 main:581] : INFO : Epoch 1875 | loss: 0.0311881 | val_loss: 0.0311935 | Time: 1867.93 ms [2021-11-02 02:12:58 main:581] : INFO : Epoch 1876 | loss: 0.0311906 | val_loss: 0.0311876 | Time: 1862.31 ms [2021-11-02 02:13:00 main:581] : INFO : Epoch 1877 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 1974.64 ms [2021-11-02 02:13:02 main:581] : INFO : Epoch 1878 | loss: 0.0311902 | val_loss: 0.0311975 | Time: 1978.24 ms [2021-11-02 02:13:04 main:581] : INFO : Epoch 1879 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 1972.29 ms [2021-11-02 02:13:06 main:581] : INFO : Epoch 1880 | loss: 0.031188 | val_loss: 0.031187 | Time: 1955.57 ms [2021-11-02 02:13:08 main:581] : INFO : Epoch 1881 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 1970.76 ms [2021-11-02 02:13:10 main:581] : INFO : Epoch 1882 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 1981.4 ms [2021-11-02 02:13:12 main:581] : INFO : Epoch 1883 | loss: 0.0311904 | val_loss: 0.0311953 | Time: 1968.13 ms [2021-11-02 02:13:14 main:581] : INFO : Epoch 1884 | loss: 0.0311894 | val_loss: 0.0311867 | Time: 1984.14 ms [2021-11-02 02:13:16 main:581] : INFO : Epoch 1885 | loss: 0.0311893 | val_loss: 0.0311907 | Time: 1979.3 ms [2021-11-02 02:13:18 main:581] : INFO : Epoch 1886 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 1972.48 ms [2021-11-02 02:13:20 main:581] : INFO : Epoch 1887 | loss: 0.0311867 | val_loss: 0.0311892 | Time: 1973.48 ms [2021-11-02 02:13:22 main:581] : INFO : Epoch 1888 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1979.99 ms [2021-11-02 02:13:24 main:581] : INFO : Epoch 1889 | loss: 0.0311876 | val_loss: 0.031187 | Time: 2008.11 ms [2021-11-02 02:13:26 main:581] : INFO : Epoch 1890 | loss: 0.0311857 | val_loss: 0.03119 | Time: 1981.76 ms [2021-11-02 02:13:28 main:581] : INFO : Epoch 1891 | loss: 0.0311872 | val_loss: 0.0311864 | Time: 1979.71 ms [2021-11-02 02:13:30 main:581] : INFO : Epoch 1892 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 1977.97 ms [2021-11-02 02:13:32 main:581] : INFO : Epoch 1893 | loss: 0.0311881 | val_loss: 0.0311865 | Time: 1960.67 ms [2021-11-02 02:13:34 main:581] : INFO : Epoch 1894 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 1966.06 ms [2021-11-02 02:13:36 main:581] : INFO : Epoch 1895 | loss: 0.0311949 | val_loss: 0.0311917 | Time: 1981.28 ms [2021-11-02 02:13:38 main:581] : INFO : Epoch 1896 | loss: 0.0311892 | val_loss: 0.031189 | Time: 1971.72 ms [2021-11-02 02:13:40 main:581] : INFO : Epoch 1897 | loss: 0.0311866 | val_loss: 0.0311867 | Time: 1957.63 ms [2021-11-02 02:13:42 main:581] : INFO : Epoch 1898 | loss: 0.0311856 | val_loss: 0.0311932 | Time: 1967.06 ms [2021-11-02 02:13:44 main:581] : INFO : Epoch 1899 | loss: 0.0311894 | val_loss: 0.0311882 | Time: 1959.29 ms [2021-11-02 02:13:45 main:581] : INFO : Epoch 1900 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 1967.75 ms [2021-11-02 02:13:47 main:581] : INFO : Epoch 1901 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 1973.55 ms [2021-11-02 02:13:49 main:581] : INFO : Epoch 1902 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 1974.72 ms [2021-11-02 02:13:51 main:581] : INFO : Epoch 1903 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 1909.83 ms [2021-11-02 02:13:53 main:581] : INFO : Epoch 1904 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 1903.35 ms [2021-11-02 02:13:55 main:581] : INFO : Epoch 1905 | loss: 0.0311878 | val_loss: 0.0311921 | Time: 1900.35 ms [2021-11-02 02:13:57 main:581] : INFO : Epoch 1906 | loss: 0.0311879 | val_loss: 0.0311879 | Time: 1892.03 ms [2021-11-02 02:13:59 main:581] : INFO : Epoch 1907 | loss: 0.0311868 | val_loss: 0.0311874 | Time: 1894.51 ms [2021-11-02 02:14:01 main:581] : INFO : Epoch 1908 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 1897.65 ms [2021-11-02 02:14:03 main:581] : INFO : Epoch 1909 | loss: 0.031187 | val_loss: 0.031191 | Time: 1958.09 ms [2021-11-02 02:14:05 main:581] : INFO : Epoch 1910 | loss: 0.0311907 | val_loss: 0.0311876 | Time: 1912.04 ms [2021-11-02 02:14:07 main:581] : INFO : Epoch 1911 | loss: 0.0311861 | val_loss: 0.0311905 | Time: 1898.77 ms [2021-11-02 02:14:09 main:581] : INFO : Epoch 1912 | loss: 0.0311892 | val_loss: 0.0311966 | Time: 1965.91 ms [2021-11-02 02:14:11 main:581] : INFO : Epoch 1913 | loss: 0.0311895 | val_loss: 0.0311891 | Time: 1981.79 ms [2021-11-02 02:14:12 main:581] : INFO : Epoch 1914 | loss: 0.0311847 | val_loss: 0.031187 | Time: 1949.59 ms [2021-11-02 02:14:14 main:581] : INFO : Epoch 1915 | loss: 0.0311846 | val_loss: 0.031187 | Time: 1896.15 ms [2021-11-02 02:14:16 main:581] : INFO : Epoch 1916 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1954.37 ms [2021-11-02 02:14:18 main:581] : INFO : Epoch 1917 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 1895.61 ms [2021-11-02 02:14:20 main:581] : INFO : Epoch 1918 | loss: 0.0311867 | val_loss: 0.0311875 | Time: 1890.43 ms [2021-11-02 02:14:22 main:581] : INFO : Epoch 1919 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 1888.92 ms [2021-11-02 02:14:24 main:581] : INFO : Epoch 1920 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 1889.82 ms [2021-11-02 02:14:26 main:581] : INFO : Epoch 1921 | loss: 0.0311849 | val_loss: 0.0311923 | Time: 1910.88 ms [2021-11-02 02:14:28 main:581] : INFO : Epoch 1922 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 1968.92 ms [2021-11-02 02:14:30 main:581] : INFO : Epoch 1923 | loss: 0.0311846 | val_loss: 0.0311867 | Time: 1893.61 ms [2021-11-02 02:14:32 main:581] : INFO : Epoch 1924 | loss: 0.0311864 | val_loss: 0.0311871 | Time: 1895.3 ms [2021-11-02 02:14:33 main:581] : INFO : Epoch 1925 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 1891.95 ms [2021-11-02 02:14:35 main:581] : INFO : Epoch 1926 | loss: 0.0311882 | val_loss: 0.0312016 | Time: 1892.07 ms [2021-11-02 02:14:37 main:581] : INFO : Epoch 1927 | loss: 0.0311892 | val_loss: 0.0311875 | Time: 1874.65 ms [2021-11-02 02:14:39 main:581] : INFO : Epoch 1928 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 1864.43 ms [2021-11-02 02:14:41 main:581] : INFO : Epoch 1929 | loss: 0.0311889 | val_loss: 0.031188 | Time: 1850.7 ms [2021-11-02 02:14:43 main:581] : INFO : Epoch 1930 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 1854.57 ms [2021-11-02 02:14:45 main:581] : INFO : Epoch 1931 | loss: 0.0311853 | val_loss: 0.031187 | Time: 1851.21 ms [2021-11-02 02:14:47 main:581] : INFO : Epoch 1932 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 1903.24 ms [2021-11-02 02:14:48 main:581] : INFO : Epoch 1933 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 1913.49 ms [2021-11-02 02:14:50 main:581] : INFO : Epoch 1934 | loss: 0.0311854 | val_loss: 0.031194 | Time: 1866.68 ms [2021-11-02 02:14:52 main:581] : INFO : Epoch 1935 | loss: 0.031186 | val_loss: 0.0311879 | Time: 1911.24 ms [2021-11-02 02:14:54 main:581] : INFO : Epoch 1936 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 1949.6 ms [2021-11-02 02:14:56 main:581] : INFO : Epoch 1937 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 1858.42 ms [2021-11-02 02:14:58 main:581] : INFO : Epoch 1938 | loss: 0.0311868 | val_loss: 0.031187 | Time: 1854.34 ms [2021-11-02 02:15:00 main:581] : INFO : Epoch 1939 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 1850.96 ms [2021-11-02 02:15:02 main:581] : INFO : Epoch 1940 | loss: 0.0311855 | val_loss: 0.031192 | Time: 1853.26 ms [2021-11-02 02:15:03 main:581] : INFO : Epoch 1941 | loss: 0.0311872 | val_loss: 0.0311902 | Time: 1860.36 ms [2021-11-02 02:15:05 main:581] : INFO : Epoch 1942 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 1861.33 ms [2021-11-02 02:15:07 main:581] : INFO : Epoch 1943 | loss: 0.0311854 | val_loss: 0.031188 | Time: 1865.68 ms [2021-11-02 02:15:09 main:581] : INFO : Epoch 1944 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1861.5 ms [2021-11-02 02:15:11 main:581] : INFO : Epoch 1945 | loss: 0.0311861 | val_loss: 0.031193 | Time: 1868.77 ms [2021-11-02 02:15:13 main:581] : INFO : Epoch 1946 | loss: 0.0311854 | val_loss: 0.031187 | Time: 1874.16 ms [2021-11-02 02:15:15 main:581] : INFO : Epoch 1947 | loss: 0.031185 | val_loss: 0.0311899 | Time: 1879.96 ms [2021-11-02 02:15:17 main:581] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311899 | Time: 1871.75 ms [2021-11-02 02:15:18 main:581] : INFO : Epoch 1949 | loss: 0.031187 | val_loss: 0.0311904 | Time: 1866.53 ms [2021-11-02 02:15:20 main:581] : INFO : Epoch 1950 | loss: 0.0311898 | val_loss: 0.0311868 | Time: 1881.04 ms [2021-11-02 02:15:22 main:581] : INFO : Epoch 1951 | loss: 0.0311854 | val_loss: 0.0311915 | Time: 1871.37 ms [2021-11-02 02:15:24 main:581] : INFO : Epoch 1952 | loss: 0.0311863 | val_loss: 0.031187 | Time: 1874.89 ms [2021-11-02 02:15:26 main:581] : INFO : Epoch 1953 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1876.29 ms [2021-11-02 02:15:28 main:581] : INFO : Epoch 1954 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 1876.74 ms [2021-11-02 02:15:30 main:581] : INFO : Epoch 1955 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 1881.76 ms [2021-11-02 02:15:32 main:581] : INFO : Epoch 1956 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 1890.02 ms [2021-11-02 02:15:33 main:581] : INFO : Epoch 1957 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 1884.78 ms [2021-11-02 02:15:35 main:581] : INFO : Epoch 1958 | loss: 0.031185 | val_loss: 0.0311867 | Time: 1869.81 ms [2021-11-02 02:15:37 main:581] : INFO : Epoch 1959 | loss: 0.0311865 | val_loss: 0.031191 | Time: 1851.04 ms [2021-11-02 02:15:39 main:581] : INFO : Epoch 1960 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 1855.06 ms [2021-11-02 02:15:41 main:581] : INFO : Epoch 1961 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 1853.63 ms [2021-11-02 02:15:43 main:581] : INFO : Epoch 1962 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 1857.22 ms [2021-11-02 02:15:45 main:581] : INFO : Epoch 1963 | loss: 0.0311944 | val_loss: 0.0311918 | Time: 1857 ms [2021-11-02 02:15:46 main:581] : INFO : Epoch 1964 | loss: 0.031195 | val_loss: 0.0311908 | Time: 1859.47 ms [2021-11-02 02:15:48 main:581] : INFO : Epoch 1965 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 1857.38 ms [2021-11-02 02:15:50 main:581] : INFO : Epoch 1966 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 1858.89 ms [2021-11-02 02:15:52 main:581] : INFO : Epoch 1967 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 1859.49 ms [2021-11-02 02:15:54 main:581] : INFO : Epoch 1968 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 1856.82 ms [2021-11-02 02:15:56 main:581] : INFO : Epoch 1969 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 1864.9 ms [2021-11-02 02:15:58 main:581] : INFO : Epoch 1970 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 1869.82 ms [2021-11-02 02:16:00 main:581] : INFO : Epoch 1971 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 1863.48 ms [2021-11-02 02:16:01 main:581] : INFO : Epoch 1972 | loss: 0.031186 | val_loss: 0.0311867 | Time: 1864.72 ms [2021-11-02 02:16:03 main:581] : INFO : Epoch 1973 | loss: 0.031185 | val_loss: 0.0311869 | Time: 1895.49 ms [2021-11-02 02:16:05 main:581] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 1899.74 ms [2021-11-02 02:16:07 main:581] : INFO : Epoch 1975 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 1896.62 ms [2021-11-02 02:16:09 main:581] : INFO : Epoch 1976 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 1872.26 ms [2021-11-02 02:16:11 main:581] : INFO : Epoch 1977 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 1866.99 ms [2021-11-02 02:16:13 main:581] : INFO : Epoch 1978 | loss: 0.0311865 | val_loss: 0.0311863 | Time: 1882.95 ms [2021-11-02 02:16:15 main:581] : INFO : Epoch 1979 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 1897.44 ms [2021-11-02 02:16:16 main:581] : INFO : Epoch 1980 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 1861.48 ms [2021-11-02 02:16:18 main:581] : INFO : Epoch 1981 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 1861.94 ms [2021-11-02 02:16:20 main:581] : INFO : Epoch 1982 | loss: 0.031186 | val_loss: 0.0311896 | Time: 1866.32 ms [2021-11-02 02:16:22 main:581] : INFO : Epoch 1983 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 1869.4 ms [2021-11-02 02:16:24 main:581] : INFO : Epoch 1984 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1859.25 ms [2021-11-02 02:16:26 main:581] : INFO : Epoch 1985 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 1860.16 ms [2021-11-02 02:16:28 main:581] : INFO : Epoch 1986 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 1858.91 ms [2021-11-02 02:16:29 main:581] : INFO : Epoch 1987 | loss: 0.031187 | val_loss: 0.0311907 | Time: 1856 ms [2021-11-02 02:16:31 main:581] : INFO : Epoch 1988 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 1901.91 ms [2021-11-02 02:16:33 main:581] : INFO : Epoch 1989 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1985.57 ms [2021-11-02 02:16:35 main:581] : INFO : Epoch 1990 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2000.39 ms [2021-11-02 02:16:37 main:581] : INFO : Epoch 1991 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 1963.54 ms [2021-11-02 02:16:39 main:581] : INFO : Epoch 1992 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 1907.9 ms [2021-11-02 02:16:41 main:581] : INFO : Epoch 1993 | loss: 0.0311844 | val_loss: 0.031188 | Time: 1862.87 ms [2021-11-02 02:16:43 main:581] : INFO : Epoch 1994 | loss: 0.0311857 | val_loss: 0.0311865 | Time: 1860.14 ms [2021-11-02 02:16:45 main:581] : INFO : Epoch 1995 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 1864.97 ms [2021-11-02 02:16:47 main:581] : INFO : Epoch 1996 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1922.84 ms [2021-11-02 02:16:49 main:581] : INFO : Epoch 1997 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 2006.07 ms [2021-11-02 02:16:51 main:581] : INFO : Epoch 1998 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 1913.31 ms [2021-11-02 02:16:53 main:581] : INFO : Epoch 1999 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1860.82 ms [2021-11-02 02:16:54 main:581] : INFO : Epoch 2000 | loss: 0.031185 | val_loss: 0.0311872 | Time: 1866.4 ms [2021-11-02 02:16:56 main:581] : INFO : Epoch 2001 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1864.06 ms [2021-11-02 02:16:58 main:581] : INFO : Epoch 2002 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 1870.47 ms [2021-11-02 02:17:00 main:581] : INFO : Epoch 2003 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 1869.12 ms [2021-11-02 02:17:02 main:581] : INFO : Epoch 2004 | loss: 0.031187 | val_loss: 0.0311917 | Time: 1856.37 ms [2021-11-02 02:17:04 main:581] : INFO : Epoch 2005 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 1863.6 ms [2021-11-02 02:17:06 main:581] : INFO : Epoch 2006 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 1867.09 ms [2021-11-02 02:17:07 main:581] : INFO : Epoch 2007 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 1862.61 ms [2021-11-02 02:17:09 main:581] : INFO : Epoch 2008 | loss: 0.031183 | val_loss: 0.0311863 | Time: 1873.34 ms [2021-11-02 02:17:11 main:581] : INFO : Epoch 2009 | loss: 0.031184 | val_loss: 0.0311867 | Time: 1867.91 ms [2021-11-02 02:17:13 main:581] : INFO : Epoch 2010 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 1868.34 ms [2021-11-02 02:17:15 main:581] : INFO : Epoch 2011 | loss: 0.0311893 | val_loss: 0.0312104 | Time: 1872.85 ms [2021-11-02 02:17:17 main:581] : INFO : Epoch 2012 | loss: 0.0311945 | val_loss: 0.0311903 | Time: 2005.95 ms [2021-11-02 02:17:19 main:581] : INFO : Epoch 2013 | loss: 0.0311965 | val_loss: 0.0311928 | Time: 1970.5 ms [2021-11-02 02:17:21 main:581] : INFO : Epoch 2014 | loss: 0.0311876 | val_loss: 0.0311888 | Time: 1946.72 ms [2021-11-02 02:17:23 main:581] : INFO : Epoch 2015 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 1873.19 ms [2021-11-02 02:17:25 main:581] : INFO : Epoch 2016 | loss: 0.0311841 | val_loss: 0.0311906 | Time: 1866.45 ms [2021-11-02 02:17:26 main:581] : INFO : Epoch 2017 | loss: 0.0311877 | val_loss: 0.0311874 | Time: 1868.31 ms [2021-11-02 02:17:28 main:581] : INFO : Epoch 2018 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 1862.66 ms [2021-11-02 02:17:30 main:581] : INFO : Epoch 2019 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1859.57 ms [2021-11-02 02:17:32 main:581] : INFO : Epoch 2020 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 1938.13 ms [2021-11-02 02:17:34 main:581] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 1985.12 ms [2021-11-02 02:17:36 main:581] : INFO : Epoch 2022 | loss: 0.0311841 | val_loss: 0.0311868 | Time: 1929.4 ms [2021-11-02 02:17:38 main:581] : INFO : Epoch 2023 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 1974.77 ms [2021-11-02 02:17:40 main:581] : INFO : Epoch 2024 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 1975.87 ms [2021-11-02 02:17:42 main:581] : INFO : Epoch 2025 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 1861.64 ms [2021-11-02 02:17:44 main:581] : INFO : Epoch 2026 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 1862.31 ms [2021-11-02 02:17:46 main:581] : INFO : Epoch 2027 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1861.43 ms [2021-11-02 02:17:47 main:581] : INFO : Epoch 2028 | loss: 0.0311839 | val_loss: 0.031188 | Time: 1861.84 ms [2021-11-02 02:17:49 main:581] : INFO : Epoch 2029 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 1854.3 ms [2021-11-02 02:17:51 main:581] : INFO : Epoch 2030 | loss: 0.0311868 | val_loss: 0.0311991 | Time: 1861.77 ms [2021-11-02 02:17:53 main:581] : INFO : Epoch 2031 | loss: 0.031188 | val_loss: 0.0311869 | Time: 1853.72 ms [2021-11-02 02:17:55 main:581] : INFO : Epoch 2032 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 1855.96 ms [2021-11-02 02:17:57 main:581] : INFO : Epoch 2033 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 1856.79 ms [2021-11-02 02:17:59 main:581] : INFO : Epoch 2034 | loss: 0.0311833 | val_loss: 0.031188 | Time: 1865.81 ms [2021-11-02 02:18:00 main:581] : INFO : Epoch 2035 | loss: 0.031185 | val_loss: 0.0311914 | Time: 1866.14 ms [2021-11-02 02:18:02 main:581] : INFO : Epoch 2036 | loss: 0.0311839 | val_loss: 0.0311886 | Time: 1864.53 ms [2021-11-02 02:18:04 main:581] : INFO : Epoch 2037 | loss: 0.0311838 | val_loss: 0.0311867 | Time: 1920.44 ms [2021-11-02 02:18:06 main:581] : INFO : Epoch 2038 | loss: 0.0311842 | val_loss: 0.0311912 | Time: 1973.25 ms [2021-11-02 02:18:08 main:581] : INFO : Epoch 2039 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 1965.91 ms [2021-11-02 02:18:10 main:581] : INFO : Epoch 2040 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 1978.61 ms [2021-11-02 02:18:12 main:581] : INFO : Epoch 2041 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 1995.7 ms [2021-11-02 02:18:14 main:581] : INFO : Epoch 2042 | loss: 0.0311826 | val_loss: 0.031186 | Time: 1966.63 ms [2021-11-02 02:18:16 main:581] : INFO : Epoch 2043 | loss: 0.0311842 | val_loss: 0.0311917 | Time: 1964.64 ms [2021-11-02 02:18:18 main:581] : INFO : Epoch 2044 | loss: 0.0311845 | val_loss: 0.0311906 | Time: 1912.06 ms [2021-11-02 02:18:20 main:581] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 1870.87 ms [2021-11-02 02:18:22 main:581] : INFO : Epoch 2046 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 1958.85 ms [2021-11-02 02:18:24 main:581] : INFO : Epoch 2047 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 1973.15 ms [2021-11-02 02:18:26 main:581] : INFO : Epoch 2048 | loss: 0.0311824 | val_loss: 0.0311876 | Time: 1968.18 ms [2021-11-02 02:18:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311876 [2021-11-02 02:18:26 main:610] : INFO : Saving end state to config to file [2021-11-02 02:18:26 main:615] : INFO : Success, exiting.. 02:18:26 (1762496): 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)