Task 8897662
| Name | ParityModified-1636227567-23090-1_0 |
| Workunit | 6361329 |
| Created | 12 Nov 2021, 12:16:13 UTC |
| Sent | 20 Nov 2021, 17:56:29 UTC |
| Report deadline | 27 Nov 2021, 17:56:29 UTC |
| Received | 20 Nov 2021, 22:29:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 6 min 33 sec |
| CPU time | 1 hours 5 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> : 1946.57 ms [2021-11-20 22:12:46 main:581] : INFO : Epoch 1538 | loss: 0.0311978 | val_loss: 0.0311991 | Time: 1893.16 ms [2021-11-20 22:12:48 main:581] : INFO : Epoch 1539 | loss: 0.031198 | val_loss: 0.031206 | Time: 1899.39 ms [2021-11-20 22:12:50 main:581] : INFO : Epoch 1540 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 1935.82 ms [2021-11-20 22:12:52 main:581] : INFO : Epoch 1541 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 1899.31 ms [2021-11-20 22:12:54 main:581] : INFO : Epoch 1542 | loss: 0.031196 | val_loss: 0.0311983 | Time: 1894.31 ms [2021-11-20 22:12:55 main:581] : INFO : Epoch 1543 | loss: 0.0311951 | val_loss: 0.0312001 | Time: 1930.11 ms [2021-11-20 22:12:57 main:581] : INFO : Epoch 1544 | loss: 0.0311958 | val_loss: 0.0311995 | Time: 1914.38 ms [2021-11-20 22:12:59 main:581] : INFO : Epoch 1545 | loss: 0.0311948 | val_loss: 0.0312003 | Time: 1902.9 ms [2021-11-20 22:13:01 main:581] : INFO : Epoch 1546 | loss: 0.031197 | val_loss: 0.0312029 | Time: 1939.33 ms [2021-11-20 22:13:03 main:581] : INFO : Epoch 1547 | loss: 0.0311983 | val_loss: 0.031198 | Time: 1923.05 ms [2021-11-20 22:13:05 main:581] : INFO : Epoch 1548 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 1940.32 ms [2021-11-20 22:13:07 main:581] : INFO : Epoch 1549 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 1969.36 ms [2021-11-20 22:13:09 main:581] : INFO : Epoch 1550 | loss: 0.0311947 | val_loss: 0.031198 | Time: 1941.45 ms [2021-11-20 22:13:11 main:581] : INFO : Epoch 1551 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 1976.66 ms [2021-11-20 22:13:13 main:581] : INFO : Epoch 1552 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 1916.53 ms [2021-11-20 22:13:15 main:581] : INFO : Epoch 1553 | loss: 0.0311929 | val_loss: 0.0311989 | Time: 1950.52 ms [2021-11-20 22:13:17 main:581] : INFO : Epoch 1554 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 1952 ms [2021-11-20 22:13:19 main:581] : INFO : Epoch 1555 | loss: 0.0311927 | val_loss: 0.0311997 | Time: 1977.52 ms [2021-11-20 22:13:21 main:581] : INFO : Epoch 1556 | loss: 0.0311928 | val_loss: 0.0311984 | Time: 1900.86 ms [2021-11-20 22:13:23 main:581] : INFO : Epoch 1557 | loss: 0.0311939 | val_loss: 0.0312015 | Time: 1912.86 ms [2021-11-20 22:13:25 main:581] : INFO : Epoch 1558 | loss: 0.0311934 | val_loss: 0.031203 | Time: 1911.01 ms [2021-11-20 22:13:26 main:581] : INFO : Epoch 1559 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 1950.55 ms [2021-11-20 22:13:28 main:581] : INFO : Epoch 1560 | loss: 0.031192 | val_loss: 0.0312021 | Time: 1892.89 ms [2021-11-20 22:13:30 main:581] : INFO : Epoch 1561 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 1938.77 ms [2021-11-20 22:13:32 main:581] : INFO : Epoch 1562 | loss: 0.0311926 | val_loss: 0.0311996 | Time: 1903.2 ms [2021-11-20 22:13:34 main:581] : INFO : Epoch 1563 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 1909.86 ms [2021-11-20 22:13:36 main:581] : INFO : Epoch 1564 | loss: 0.0311934 | val_loss: 0.0311998 | Time: 2020.56 ms [2021-11-20 22:13:38 main:581] : INFO : Epoch 1565 | loss: 0.0311931 | val_loss: 0.0312075 | Time: 1942.99 ms [2021-11-20 22:13:40 main:581] : INFO : Epoch 1566 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1922.2 ms [2021-11-20 22:13:42 main:581] : INFO : Epoch 1567 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 1928.41 ms [2021-11-20 22:13:44 main:581] : INFO : Epoch 1568 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1910.1 ms [2021-11-20 22:13:46 main:581] : INFO : Epoch 1569 | loss: 0.0311911 | val_loss: 0.0311986 | Time: 1892.32 ms [2021-11-20 22:13:48 main:581] : INFO : Epoch 1570 | loss: 0.03119 | val_loss: 0.0311981 | Time: 1909.07 ms [2021-11-20 22:13:50 main:581] : INFO : Epoch 1571 | loss: 0.0311901 | val_loss: 0.0311984 | Time: 1918 ms [2021-11-20 22:13:51 main:581] : INFO : Epoch 1572 | loss: 0.031191 | val_loss: 0.031199 | Time: 1925.82 ms [2021-11-20 22:13:53 main:581] : INFO : Epoch 1573 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 1949.89 ms [2021-11-20 22:13:55 main:581] : INFO : Epoch 1574 | loss: 0.0311899 | val_loss: 0.0311986 | Time: 1940.44 ms [2021-11-20 22:13:57 main:581] : INFO : Epoch 1575 | loss: 0.0311901 | val_loss: 0.0311989 | Time: 1914.13 ms [2021-11-20 22:13:59 main:581] : INFO : Epoch 1576 | loss: 0.03119 | val_loss: 0.0311991 | Time: 1892.9 ms [2021-11-20 22:14:01 main:581] : INFO : Epoch 1577 | loss: 0.0311907 | val_loss: 0.0312003 | Time: 1926.24 ms [2021-11-20 22:14:03 main:581] : INFO : Epoch 1578 | loss: 0.0311904 | val_loss: 0.0312014 | Time: 1902.9 ms [2021-11-20 22:14:05 main:581] : INFO : Epoch 1579 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 1915.47 ms [2021-11-20 22:14:07 main:581] : INFO : Epoch 1580 | loss: 0.0311896 | val_loss: 0.0311977 | Time: 1949.2 ms [2021-11-20 22:14:09 main:581] : INFO : Epoch 1581 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 1904.25 ms [2021-11-20 22:14:11 main:581] : INFO : Epoch 1582 | loss: 0.0311903 | val_loss: 0.0311976 | Time: 1969.78 ms [2021-11-20 22:14:13 main:581] : INFO : Epoch 1583 | loss: 0.0311895 | val_loss: 0.0312018 | Time: 1895.28 ms [2021-11-20 22:14:15 main:581] : INFO : Epoch 1584 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 1973.31 ms [2021-11-20 22:14:17 main:581] : INFO : Epoch 1585 | loss: 0.0311891 | val_loss: 0.0311977 | Time: 1918.95 ms [2021-11-20 22:14:18 main:581] : INFO : Epoch 1586 | loss: 0.0311885 | val_loss: 0.0312017 | Time: 1912.34 ms [2021-11-20 22:14:20 main:581] : INFO : Epoch 1587 | loss: 0.0311922 | val_loss: 0.0312086 | Time: 1886.83 ms [2021-11-20 22:14:22 main:581] : INFO : Epoch 1588 | loss: 0.0311907 | val_loss: 0.0311997 | Time: 1918.82 ms [2021-11-20 22:14:24 main:581] : INFO : Epoch 1589 | loss: 0.0311899 | val_loss: 0.031207 | Time: 1955.36 ms [2021-11-20 22:14:26 main:581] : INFO : Epoch 1590 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 1980.71 ms [2021-11-20 22:14:28 main:581] : INFO : Epoch 1591 | loss: 0.0311914 | val_loss: 0.031205 | Time: 1976.84 ms [2021-11-20 22:14:30 main:581] : INFO : Epoch 1592 | loss: 0.0311889 | val_loss: 0.031197 | Time: 1947.33 ms [2021-11-20 22:14:32 main:581] : INFO : Epoch 1593 | loss: 0.0311887 | val_loss: 0.0311972 | Time: 1955.43 ms [2021-11-20 22:14:34 main:581] : INFO : Epoch 1594 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 1885.3 ms [2021-11-20 22:14:36 main:581] : INFO : Epoch 1595 | loss: 0.0311891 | val_loss: 0.0311998 | Time: 1953.95 ms [2021-11-20 22:14:38 main:581] : INFO : Epoch 1596 | loss: 0.0311896 | val_loss: 0.0311999 | Time: 1923.68 ms [2021-11-20 22:14:40 main:581] : INFO : Epoch 1597 | loss: 0.0311879 | val_loss: 0.0311976 | Time: 1903.21 ms [2021-11-20 22:14:42 main:581] : INFO : Epoch 1598 | loss: 0.0311878 | val_loss: 0.0311981 | Time: 1911.64 ms [2021-11-20 22:14:44 main:581] : INFO : Epoch 1599 | loss: 0.0311868 | val_loss: 0.0311975 | Time: 1904.78 ms [2021-11-20 22:14:46 main:581] : INFO : Epoch 1600 | loss: 0.0311874 | val_loss: 0.0311987 | Time: 1952.44 ms [2021-11-20 22:14:47 main:581] : INFO : Epoch 1601 | loss: 0.0311874 | val_loss: 0.0311967 | Time: 1971.69 ms [2021-11-20 22:14:49 main:581] : INFO : Epoch 1602 | loss: 0.0311893 | val_loss: 0.0311985 | Time: 1984.16 ms [2021-11-20 22:14:51 main:581] : INFO : Epoch 1603 | loss: 0.0311868 | val_loss: 0.0311973 | Time: 1950 ms [2021-11-20 22:14:53 main:581] : INFO : Epoch 1604 | loss: 0.0311909 | val_loss: 0.0311994 | Time: 1953.89 ms [2021-11-20 22:14:55 main:581] : INFO : Epoch 1605 | loss: 0.031187 | val_loss: 0.031197 | Time: 1988.34 ms [2021-11-20 22:14:57 main:581] : INFO : Epoch 1606 | loss: 0.0311866 | val_loss: 0.0311961 | Time: 1976.69 ms [2021-11-20 22:14:59 main:581] : INFO : Epoch 1607 | loss: 0.0311887 | val_loss: 0.0311965 | Time: 1986.84 ms [2021-11-20 22:15:01 main:581] : INFO : Epoch 1608 | loss: 0.0311868 | val_loss: 0.0311974 | Time: 1966.34 ms [2021-11-20 22:15:03 main:581] : INFO : Epoch 1609 | loss: 0.0311882 | val_loss: 0.031202 | Time: 1965.36 ms [2021-11-20 22:15:05 main:581] : INFO : Epoch 1610 | loss: 0.0311922 | val_loss: 0.031198 | Time: 1918.67 ms [2021-11-20 22:15:07 main:581] : INFO : Epoch 1611 | loss: 0.0311865 | val_loss: 0.0311979 | Time: 2004.52 ms [2021-11-20 22:15:09 main:581] : INFO : Epoch 1612 | loss: 0.031186 | val_loss: 0.0311977 | Time: 1927.6 ms [2021-11-20 22:15:11 main:581] : INFO : Epoch 1613 | loss: 0.031188 | val_loss: 0.0311974 | Time: 1929.28 ms [2021-11-20 22:15:13 main:581] : INFO : Epoch 1614 | loss: 0.0311871 | val_loss: 0.0311982 | Time: 1888.36 ms [2021-11-20 22:15:15 main:581] : INFO : Epoch 1615 | loss: 0.0311848 | val_loss: 0.0311968 | Time: 1923.88 ms [2021-11-20 22:15:17 main:581] : INFO : Epoch 1616 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 1921.56 ms [2021-11-20 22:15:19 main:581] : INFO : Epoch 1617 | loss: 0.0311855 | val_loss: 0.0311993 | Time: 1921.51 ms [2021-11-20 22:15:21 main:581] : INFO : Epoch 1618 | loss: 0.0311877 | val_loss: 0.0312 | Time: 1962.95 ms [2021-11-20 22:15:23 main:581] : INFO : Epoch 1619 | loss: 0.0311852 | val_loss: 0.0311983 | Time: 1968.6 ms [2021-11-20 22:15:25 main:581] : INFO : Epoch 1620 | loss: 0.0311843 | val_loss: 0.0311968 | Time: 1930.91 ms [2021-11-20 22:15:27 main:581] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311964 | Time: 1951.57 ms [2021-11-20 22:15:28 main:581] : INFO : Epoch 1622 | loss: 0.0311862 | val_loss: 0.0311965 | Time: 1918.59 ms [2021-11-20 22:15:30 main:581] : INFO : Epoch 1623 | loss: 0.0311899 | val_loss: 0.031204 | Time: 1940.44 ms [2021-11-20 22:15:32 main:581] : INFO : Epoch 1624 | loss: 0.0311854 | val_loss: 0.0311961 | Time: 1937.73 ms [2021-11-20 22:15:34 main:581] : INFO : Epoch 1625 | loss: 0.0311858 | val_loss: 0.0312003 | Time: 1949.75 ms [2021-11-20 22:15:36 main:581] : INFO : Epoch 1626 | loss: 0.0311852 | val_loss: 0.031196 | Time: 1956.92 ms [2021-11-20 22:15:38 main:581] : INFO : Epoch 1627 | loss: 0.0311836 | val_loss: 0.0311962 | Time: 1971.86 ms [2021-11-20 22:15:40 main:581] : INFO : Epoch 1628 | loss: 0.0311842 | val_loss: 0.0312001 | Time: 1952.77 ms [2021-11-20 22:15:42 main:581] : INFO : Epoch 1629 | loss: 0.0311883 | val_loss: 0.031201 | Time: 1942.02 ms [2021-11-20 22:15:44 main:581] : INFO : Epoch 1630 | loss: 0.031184 | val_loss: 0.0311965 | Time: 1955.36 ms [2021-11-20 22:15:46 main:581] : INFO : Epoch 1631 | loss: 0.0311841 | val_loss: 0.0311974 | Time: 1917.55 ms [2021-11-20 22:15:48 main:581] : INFO : Epoch 1632 | loss: 0.0311841 | val_loss: 0.0311971 | Time: 1953.9 ms [2021-11-20 22:15:50 main:581] : INFO : Epoch 1633 | loss: 0.0311844 | val_loss: 0.0311973 | Time: 1919.27 ms [2021-11-20 22:15:52 main:581] : INFO : Epoch 1634 | loss: 0.031183 | val_loss: 0.031197 | Time: 1974.46 ms [2021-11-20 22:15:54 main:581] : INFO : Epoch 1635 | loss: 0.0311819 | val_loss: 0.0311976 | Time: 1975.78 ms [2021-11-20 22:15:56 main:581] : INFO : Epoch 1636 | loss: 0.0311823 | val_loss: 0.0312026 | Time: 1941.11 ms [2021-11-20 22:15:58 main:581] : INFO : Epoch 1637 | loss: 0.0311828 | val_loss: 0.0311977 | Time: 1932.5 ms [2021-11-20 22:16:00 main:581] : INFO : Epoch 1638 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 1921.56 ms [2021-11-20 22:16:02 main:581] : INFO : Epoch 1639 | loss: 0.0311825 | val_loss: 0.0311963 | Time: 1917.48 ms [2021-11-20 22:16:03 main:581] : INFO : Epoch 1640 | loss: 0.0311831 | val_loss: 0.031195 | Time: 1931.15 ms [2021-11-20 22:16:05 main:581] : INFO : Epoch 1641 | loss: 0.0311828 | val_loss: 0.0311961 | Time: 1936.15 ms [2021-11-20 22:16:07 main:581] : INFO : Epoch 1642 | loss: 0.0311828 | val_loss: 0.0311964 | Time: 1918.75 ms [2021-11-20 22:16:09 main:581] : INFO : Epoch 1643 | loss: 0.0311823 | val_loss: 0.0311955 | Time: 1957.6 ms [2021-11-20 22:16:11 main:581] : INFO : Epoch 1644 | loss: 0.0311823 | val_loss: 0.0312001 | Time: 1918.39 ms [2021-11-20 22:16:13 main:581] : INFO : Epoch 1645 | loss: 0.0311821 | val_loss: 0.031198 | Time: 1919.28 ms [2021-11-20 22:16:15 main:581] : INFO : Epoch 1646 | loss: 0.0311809 | val_loss: 0.0311958 | Time: 1925.28 ms [2021-11-20 22:16:17 main:581] : INFO : Epoch 1647 | loss: 0.031182 | val_loss: 0.0311978 | Time: 1910.47 ms [2021-11-20 22:16:19 main:581] : INFO : Epoch 1648 | loss: 0.0311813 | val_loss: 0.0311978 | Time: 1931.4 ms [2021-11-20 22:16:21 main:581] : INFO : Epoch 1649 | loss: 0.0311834 | val_loss: 0.0311977 | Time: 1965.91 ms [2021-11-20 22:16:23 main:581] : INFO : Epoch 1650 | loss: 0.0311813 | val_loss: 0.031196 | Time: 1925.62 ms [2021-11-20 22:16:25 main:581] : INFO : Epoch 1651 | loss: 0.0311813 | val_loss: 0.0311971 | Time: 1928.04 ms [2021-11-20 22:16:27 main:581] : INFO : Epoch 1652 | loss: 0.0311802 | val_loss: 0.031195 | Time: 1980.67 ms [2021-11-20 22:16:29 main:581] : INFO : Epoch 1653 | loss: 0.0311809 | val_loss: 0.0312073 | Time: 1921.97 ms [2021-11-20 22:16:31 main:581] : INFO : Epoch 1654 | loss: 0.0311849 | val_loss: 0.0311989 | Time: 1948.32 ms [2021-11-20 22:16:32 main:581] : INFO : Epoch 1655 | loss: 0.0311833 | val_loss: 0.031198 | Time: 1950.23 ms [2021-11-20 22:16:34 main:581] : INFO : Epoch 1656 | loss: 0.0311848 | val_loss: 0.0312035 | Time: 1956.51 ms [2021-11-20 22:16:36 main:581] : INFO : Epoch 1657 | loss: 0.0311809 | val_loss: 0.0311966 | Time: 1938.42 ms [2021-11-20 22:16:38 main:581] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.0311975 | Time: 1934.73 ms [2021-11-20 22:16:40 main:581] : INFO : Epoch 1659 | loss: 0.0311803 | val_loss: 0.031202 | Time: 1917.68 ms [2021-11-20 22:16:42 main:581] : INFO : Epoch 1660 | loss: 0.0311797 | val_loss: 0.0311999 | Time: 1894.52 ms [2021-11-20 22:16:44 main:581] : INFO : Epoch 1661 | loss: 0.0311787 | val_loss: 0.0312023 | Time: 1915.8 ms [2021-11-20 22:16:46 main:581] : INFO : Epoch 1662 | loss: 0.0311819 | val_loss: 0.0312023 | Time: 1931.9 ms [2021-11-20 22:16:48 main:581] : INFO : Epoch 1663 | loss: 0.031181 | val_loss: 0.0311973 | Time: 1906.63 ms [2021-11-20 22:16:50 main:581] : INFO : Epoch 1664 | loss: 0.0311782 | val_loss: 0.0311987 | Time: 1894.77 ms [2021-11-20 22:16:52 main:581] : INFO : Epoch 1665 | loss: 0.0311793 | val_loss: 0.0312045 | Time: 1909.78 ms [2021-11-20 22:16:54 main:581] : INFO : Epoch 1666 | loss: 0.0311829 | val_loss: 0.031199 | Time: 1910.91 ms [2021-11-20 22:16:56 main:581] : INFO : Epoch 1667 | loss: 0.0311791 | val_loss: 0.0311981 | Time: 1931.69 ms [2021-11-20 22:16:57 main:581] : INFO : Epoch 1668 | loss: 0.0311812 | val_loss: 0.0311996 | Time: 1912.14 ms [2021-11-20 22:16:59 main:581] : INFO : Epoch 1669 | loss: 0.031182 | val_loss: 0.0312025 | Time: 1925.92 ms [2021-11-20 22:17:01 main:581] : INFO : Epoch 1670 | loss: 0.0311808 | val_loss: 0.0311968 | Time: 1904.73 ms [2021-11-20 22:17:03 main:581] : INFO : Epoch 1671 | loss: 0.0311826 | val_loss: 0.0311992 | Time: 1919.8 ms [2021-11-20 22:17:05 main:581] : INFO : Epoch 1672 | loss: 0.0311847 | val_loss: 0.0312018 | Time: 1961.53 ms [2021-11-20 22:17:07 main:581] : INFO : Epoch 1673 | loss: 0.0311827 | val_loss: 0.0311976 | Time: 1950.53 ms [2021-11-20 22:17:09 main:581] : INFO : Epoch 1674 | loss: 0.0311793 | val_loss: 0.0311976 | Time: 1928.79 ms [2021-11-20 22:17:11 main:581] : INFO : Epoch 1675 | loss: 0.031179 | val_loss: 0.0311987 | Time: 1963.26 ms [2021-11-20 22:17:13 main:581] : INFO : Epoch 1676 | loss: 0.0311781 | val_loss: 0.0311963 | Time: 1958.88 ms [2021-11-20 22:17:15 main:581] : INFO : Epoch 1677 | loss: 0.0311783 | val_loss: 0.0312055 | Time: 1934 ms [2021-11-20 22:17:17 main:581] : INFO : Epoch 1678 | loss: 0.0311806 | val_loss: 0.0311995 | Time: 1921.94 ms [2021-11-20 22:17:19 main:581] : INFO : Epoch 1679 | loss: 0.0311792 | val_loss: 0.0311963 | Time: 1930.66 ms [2021-11-20 22:17:21 main:581] : INFO : Epoch 1680 | loss: 0.0311782 | val_loss: 0.0311969 | Time: 1910.99 ms [2021-11-20 22:17:23 main:581] : INFO : Epoch 1681 | loss: 0.0311767 | val_loss: 0.0311996 | Time: 1922.87 ms [2021-11-20 22:17:25 main:581] : INFO : Epoch 1682 | loss: 0.0311766 | val_loss: 0.0312012 | Time: 1948.69 ms [2021-11-20 22:17:26 main:581] : INFO : Epoch 1683 | loss: 0.03118 | val_loss: 0.0311984 | Time: 1899.2 ms [2021-11-20 22:17:28 main:581] : INFO : Epoch 1684 | loss: 0.0311776 | val_loss: 0.0311977 | Time: 1910.11 ms [2021-11-20 22:17:30 main:581] : INFO : Epoch 1685 | loss: 0.0311764 | val_loss: 0.0311979 | Time: 1909.34 ms [2021-11-20 22:17:32 main:581] : INFO : Epoch 1686 | loss: 0.0311785 | val_loss: 0.0312012 | Time: 1954.92 ms [2021-11-20 22:17:34 main:581] : INFO : Epoch 1687 | loss: 0.0311769 | val_loss: 0.0311987 | Time: 1920.92 ms [2021-11-20 22:17:36 main:581] : INFO : Epoch 1688 | loss: 0.0311764 | val_loss: 0.0312011 | Time: 1910.33 ms [2021-11-20 22:17:38 main:581] : INFO : Epoch 1689 | loss: 0.0311769 | val_loss: 0.0311987 | Time: 1940.78 ms [2021-11-20 22:17:40 main:581] : INFO : Epoch 1690 | loss: 0.031176 | val_loss: 0.031199 | Time: 1933.56 ms [2021-11-20 22:17:42 main:581] : INFO : Epoch 1691 | loss: 0.031175 | val_loss: 0.031197 | Time: 1964.97 ms [2021-11-20 22:17:44 main:581] : INFO : Epoch 1692 | loss: 0.0311772 | val_loss: 0.031201 | Time: 1925.43 ms [2021-11-20 22:17:46 main:581] : INFO : Epoch 1693 | loss: 0.0311788 | val_loss: 0.031197 | Time: 1915.15 ms [2021-11-20 22:17:48 main:581] : INFO : Epoch 1694 | loss: 0.0311786 | val_loss: 0.0311999 | Time: 1996.64 ms [2021-11-20 22:17:50 main:581] : INFO : Epoch 1695 | loss: 0.0311756 | val_loss: 0.031198 | Time: 1908.6 ms [2021-11-20 22:17:52 main:581] : INFO : Epoch 1696 | loss: 0.0311747 | val_loss: 0.0311959 | Time: 1971.41 ms [2021-11-20 22:17:54 main:581] : INFO : Epoch 1697 | loss: 0.0311777 | val_loss: 0.0312041 | Time: 1935.56 ms [2021-11-20 22:17:55 main:581] : INFO : Epoch 1698 | loss: 0.0311777 | val_loss: 0.0311991 | Time: 1924.8 ms [2021-11-20 22:17:57 main:581] : INFO : Epoch 1699 | loss: 0.0311751 | val_loss: 0.0311954 | Time: 1918.27 ms [2021-11-20 22:17:59 main:581] : INFO : Epoch 1700 | loss: 0.0311745 | val_loss: 0.0311968 | Time: 1893.63 ms [2021-11-20 22:18:01 main:581] : INFO : Epoch 1701 | loss: 0.0311736 | val_loss: 0.031198 | Time: 1918.51 ms [2021-11-20 22:18:03 main:581] : INFO : Epoch 1702 | loss: 0.0311738 | val_loss: 0.0311981 | Time: 1897.99 ms [2021-11-20 22:18:05 main:581] : INFO : Epoch 1703 | loss: 0.031175 | val_loss: 0.0312042 | Time: 1933.54 ms [2021-11-20 22:18:07 main:581] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.0312007 | Time: 1901.71 ms [2021-11-20 22:18:09 main:581] : INFO : Epoch 1705 | loss: 0.0311739 | val_loss: 0.0312061 | Time: 1911.39 ms [2021-11-20 22:18:11 main:581] : INFO : Epoch 1706 | loss: 0.0311743 | val_loss: 0.0312119 | Time: 1908.88 ms [2021-11-20 22:18:13 main:581] : INFO : Epoch 1707 | loss: 0.0311738 | val_loss: 0.0311985 | Time: 1986.95 ms [2021-11-20 22:18:15 main:581] : INFO : Epoch 1708 | loss: 0.0311729 | val_loss: 0.0312 | Time: 1958.99 ms [2021-11-20 22:18:17 main:581] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.0312066 | Time: 1911.89 ms [2021-11-20 22:18:18 main:581] : INFO : Epoch 1710 | loss: 0.0311783 | val_loss: 0.0312009 | Time: 1898.24 ms [2021-11-20 22:18:20 main:581] : INFO : Epoch 1711 | loss: 0.0311738 | val_loss: 0.0311989 | Time: 1971.02 ms [2021-11-20 22:18:22 main:581] : INFO : Epoch 1712 | loss: 0.0311721 | val_loss: 0.0312001 | Time: 1907.68 ms [2021-11-20 22:18:24 main:581] : INFO : Epoch 1713 | loss: 0.0311736 | val_loss: 0.0311979 | Time: 1931.45 ms [2021-11-20 22:18:26 main:581] : INFO : Epoch 1714 | loss: 0.0311757 | val_loss: 0.0311966 | Time: 1923.46 ms [2021-11-20 22:18:28 main:581] : INFO : Epoch 1715 | loss: 0.031176 | val_loss: 0.0311986 | Time: 1933.53 ms [2021-11-20 22:18:30 main:581] : INFO : Epoch 1716 | loss: 0.0311754 | val_loss: 0.0311953 | Time: 1963.43 ms [2021-11-20 22:18:32 main:581] : INFO : Epoch 1717 | loss: 0.0311745 | val_loss: 0.031201 | Time: 1908.84 ms [2021-11-20 22:18:34 main:581] : INFO : Epoch 1718 | loss: 0.0311745 | val_loss: 0.0311992 | Time: 1950.95 ms [2021-11-20 22:18:36 main:581] : INFO : Epoch 1719 | loss: 0.0311715 | val_loss: 0.0311984 | Time: 1941.56 ms [2021-11-20 22:18:38 main:581] : INFO : Epoch 1720 | loss: 0.0311757 | val_loss: 0.0311978 | Time: 1939.84 ms [2021-11-20 22:18:40 main:581] : INFO : Epoch 1721 | loss: 0.0311789 | val_loss: 0.0312069 | Time: 1931.69 ms [2021-11-20 22:18:42 main:581] : INFO : Epoch 1722 | loss: 0.031176 | val_loss: 0.0312019 | Time: 1917.68 ms [2021-11-20 22:18:44 main:581] : INFO : Epoch 1723 | loss: 0.0311758 | val_loss: 0.0311997 | Time: 1903.25 ms [2021-11-20 22:18:46 main:581] : INFO : Epoch 1724 | loss: 0.0311751 | val_loss: 0.0311957 | Time: 1924.81 ms [2021-11-20 22:18:47 main:581] : INFO : Epoch 1725 | loss: 0.0311761 | val_loss: 0.0311963 | Time: 1923.47 ms [2021-11-20 22:18:49 main:581] : INFO : Epoch 1726 | loss: 0.0311742 | val_loss: 0.0311962 | Time: 1912.36 ms [2021-11-20 22:18:51 main:581] : INFO : Epoch 1727 | loss: 0.0311776 | val_loss: 0.0312021 | Time: 1948.65 ms [2021-11-20 22:18:53 main:581] : INFO : Epoch 1728 | loss: 0.0311727 | val_loss: 0.031205 | Time: 1946.44 ms [2021-11-20 22:18:55 main:581] : INFO : Epoch 1729 | loss: 0.0311719 | val_loss: 0.0311958 | Time: 1948.72 ms [2021-11-20 22:18:57 main:581] : INFO : Epoch 1730 | loss: 0.0311704 | val_loss: 0.0311983 | Time: 1892.84 ms [2021-11-20 22:18:59 main:581] : INFO : Epoch 1731 | loss: 0.0311707 | val_loss: 0.0311955 | Time: 1910.07 ms [2021-11-20 22:19:01 main:581] : INFO : Epoch 1732 | loss: 0.0311711 | val_loss: 0.031198 | Time: 1899.24 ms [2021-11-20 22:19:03 main:581] : INFO : Epoch 1733 | loss: 0.0311709 | val_loss: 0.0311959 | Time: 1917.4 ms [2021-11-20 22:19:05 main:581] : INFO : Epoch 1734 | loss: 0.0311725 | val_loss: 0.0312012 | Time: 1903.92 ms [2021-11-20 22:19:07 main:581] : INFO : Epoch 1735 | loss: 0.0311715 | val_loss: 0.0311969 | Time: 1905.81 ms [2021-11-20 22:19:09 main:581] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0312071 | Time: 1921.51 ms [2021-11-20 22:19:10 main:581] : INFO : Epoch 1737 | loss: 0.0311723 | val_loss: 0.0311987 | Time: 1910.86 ms [2021-11-20 22:19:12 main:581] : INFO : Epoch 1738 | loss: 0.0311711 | val_loss: 0.0312017 | Time: 1908.79 ms [2021-11-20 22:19:14 main:581] : INFO : Epoch 1739 | loss: 0.0311688 | val_loss: 0.0312015 | Time: 1939.61 ms [2021-11-20 22:19:16 main:581] : INFO : Epoch 1740 | loss: 0.0311722 | val_loss: 0.0312029 | Time: 1905.2 ms [2021-11-20 22:19:18 main:581] : INFO : Epoch 1741 | loss: 0.0311688 | val_loss: 0.0312031 | Time: 1902.07 ms [2021-11-20 22:19:20 main:581] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311997 | Time: 1923.43 ms [2021-11-20 22:19:22 main:581] : INFO : Epoch 1743 | loss: 0.0311726 | val_loss: 0.0311966 | Time: 1924.51 ms [2021-11-20 22:19:24 main:581] : INFO : Epoch 1744 | loss: 0.0311755 | val_loss: 0.0312045 | Time: 1910.83 ms [2021-11-20 22:19:26 main:581] : INFO : Epoch 1745 | loss: 0.0311722 | val_loss: 0.031208 | Time: 1899.5 ms [2021-11-20 22:19:28 main:581] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.0311955 | Time: 1892.34 ms [2021-11-20 22:19:30 main:581] : INFO : Epoch 1747 | loss: 0.0311705 | val_loss: 0.0311965 | Time: 1898.03 ms [2021-11-20 22:19:32 main:581] : INFO : Epoch 1748 | loss: 0.0311707 | val_loss: 0.0311965 | Time: 1943.76 ms [2021-11-20 22:19:33 main:581] : INFO : Epoch 1749 | loss: 0.031169 | val_loss: 0.0312009 | Time: 1913.11 ms [2021-11-20 22:19:35 main:581] : INFO : Epoch 1750 | loss: 0.0311693 | val_loss: 0.0311978 | Time: 1929.64 ms [2021-11-20 22:19:37 main:581] : INFO : Epoch 1751 | loss: 0.031169 | val_loss: 0.0311992 | Time: 1937.45 ms [2021-11-20 22:19:39 main:581] : INFO : Epoch 1752 | loss: 0.0311702 | val_loss: 0.0312007 | Time: 1902.64 ms [2021-11-20 22:19:41 main:581] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311981 | Time: 1902.24 ms [2021-11-20 22:19:43 main:581] : INFO : Epoch 1754 | loss: 0.0311695 | val_loss: 0.0311969 | Time: 1914.01 ms [2021-11-20 22:19:45 main:581] : INFO : Epoch 1755 | loss: 0.0311681 | val_loss: 0.0311965 | Time: 1975.61 ms [2021-11-20 22:19:47 main:581] : INFO : Epoch 1756 | loss: 0.0311691 | val_loss: 0.0312033 | Time: 1940.8 ms [2021-11-20 22:19:49 main:581] : INFO : Epoch 1757 | loss: 0.031167 | val_loss: 0.0312026 | Time: 1941.46 ms [2021-11-20 22:19:51 main:581] : INFO : Epoch 1758 | loss: 0.0311672 | val_loss: 0.0311949 | Time: 1948.88 ms [2021-11-20 22:19:53 main:581] : INFO : Epoch 1759 | loss: 0.031168 | val_loss: 0.0312001 | Time: 1929.56 ms [2021-11-20 22:19:55 main:581] : INFO : Epoch 1760 | loss: 0.0311749 | val_loss: 0.0311948 | Time: 1933.23 ms [2021-11-20 22:19:57 main:581] : INFO : Epoch 1761 | loss: 0.0311905 | val_loss: 0.0311956 | Time: 1920.85 ms [2021-11-20 22:19:59 main:581] : INFO : Epoch 1762 | loss: 0.0311918 | val_loss: 0.031196 | Time: 1902.54 ms [2021-11-20 22:20:00 main:581] : INFO : Epoch 1763 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1940.21 ms [2021-11-20 22:20:02 main:581] : INFO : Epoch 1764 | loss: 0.0311839 | val_loss: 0.0311915 | Time: 1944.2 ms [2021-11-20 22:20:04 main:581] : INFO : Epoch 1765 | loss: 0.0311812 | val_loss: 0.0311932 | Time: 1907.79 ms [2021-11-20 22:20:06 main:581] : INFO : Epoch 1766 | loss: 0.0311798 | val_loss: 0.0311926 | Time: 1948.46 ms [2021-11-20 22:20:08 main:581] : INFO : Epoch 1767 | loss: 0.0311797 | val_loss: 0.0311962 | Time: 1904.83 ms [2021-11-20 22:20:10 main:581] : INFO : Epoch 1768 | loss: 0.0311777 | val_loss: 0.0311932 | Time: 1931.01 ms [2021-11-20 22:20:12 main:581] : INFO : Epoch 1769 | loss: 0.0311764 | val_loss: 0.0311926 | Time: 1922.78 ms [2021-11-20 22:20:14 main:581] : INFO : Epoch 1770 | loss: 0.0311765 | val_loss: 0.0311981 | Time: 1901.87 ms [2021-11-20 22:20:16 main:581] : INFO : Epoch 1771 | loss: 0.0311752 | val_loss: 0.031193 | Time: 1932.3 ms [2021-11-20 22:20:18 main:581] : INFO : Epoch 1772 | loss: 0.0311732 | val_loss: 0.0311947 | Time: 1940.49 ms [2021-11-20 22:20:20 main:581] : INFO : Epoch 1773 | loss: 0.0311755 | val_loss: 0.0312086 | Time: 1893.61 ms [2021-11-20 22:20:22 main:581] : INFO : Epoch 1774 | loss: 0.0311728 | val_loss: 0.0311934 | Time: 1912.94 ms [2021-11-20 22:20:24 main:581] : INFO : Epoch 1775 | loss: 0.0311712 | val_loss: 0.0311943 | Time: 1895.4 ms [2021-11-20 22:20:25 main:581] : INFO : Epoch 1776 | loss: 0.0311719 | val_loss: 0.0311977 | Time: 1901.19 ms [2021-11-20 22:20:27 main:581] : INFO : Epoch 1777 | loss: 0.0311716 | val_loss: 0.0311975 | Time: 1897.73 ms [2021-11-20 22:20:29 main:581] : INFO : Epoch 1778 | loss: 0.0311737 | val_loss: 0.0311997 | Time: 1896.28 ms [2021-11-20 22:20:31 main:581] : INFO : Epoch 1779 | loss: 0.0311719 | val_loss: 0.0311953 | Time: 1926.66 ms [2021-11-20 22:20:33 main:581] : INFO : Epoch 1780 | loss: 0.0311712 | val_loss: 0.0311945 | Time: 1889.14 ms [2021-11-20 22:20:35 main:581] : INFO : Epoch 1781 | loss: 0.0311699 | val_loss: 0.031197 | Time: 1942.4 ms [2021-11-20 22:20:37 main:581] : INFO : Epoch 1782 | loss: 0.0311725 | val_loss: 0.0312031 | Time: 1940.89 ms [2021-11-20 22:20:39 main:581] : INFO : Epoch 1783 | loss: 0.0311707 | val_loss: 0.0311941 | Time: 1900.6 ms [2021-11-20 22:20:41 main:581] : INFO : Epoch 1784 | loss: 0.0311687 | val_loss: 0.0311941 | Time: 1904.71 ms [2021-11-20 22:20:43 main:581] : INFO : Epoch 1785 | loss: 0.0311694 | val_loss: 0.0311963 | Time: 1932.35 ms [2021-11-20 22:20:45 main:581] : INFO : Epoch 1786 | loss: 0.0311676 | val_loss: 0.0311957 | Time: 1920.23 ms [2021-11-20 22:20:46 main:581] : INFO : Epoch 1787 | loss: 0.0311691 | val_loss: 0.0311912 | Time: 1893.21 ms [2021-11-20 22:20:48 main:581] : INFO : Epoch 1788 | loss: 0.031174 | val_loss: 0.0311949 | Time: 1916.02 ms [2021-11-20 22:20:50 main:581] : INFO : Epoch 1789 | loss: 0.0311687 | val_loss: 0.0311969 | Time: 1923.49 ms [2021-11-20 22:20:52 main:581] : INFO : Epoch 1790 | loss: 0.0311693 | val_loss: 0.0312053 | Time: 1923.09 ms [2021-11-20 22:20:54 main:581] : INFO : Epoch 1791 | loss: 0.0311702 | val_loss: 0.0311963 | Time: 1945.33 ms [2021-11-20 22:20:56 main:581] : INFO : Epoch 1792 | loss: 0.0311677 | val_loss: 0.0311937 | Time: 1909.18 ms [2021-11-20 22:20:58 main:581] : INFO : Epoch 1793 | loss: 0.0311668 | val_loss: 0.0311937 | Time: 1937.68 ms [2021-11-20 22:21:00 main:581] : INFO : Epoch 1794 | loss: 0.0311685 | val_loss: 0.0311951 | Time: 1898.54 ms [2021-11-20 22:21:02 main:581] : INFO : Epoch 1795 | loss: 0.0311671 | val_loss: 0.0311922 | Time: 1902.76 ms [2021-11-20 22:21:04 main:581] : INFO : Epoch 1796 | loss: 0.0311675 | val_loss: 0.0311994 | Time: 1933.39 ms [2021-11-20 22:21:06 main:581] : INFO : Epoch 1797 | loss: 0.0311668 | val_loss: 0.0311961 | Time: 1923.71 ms [2021-11-20 22:21:08 main:581] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311958 | Time: 1927.07 ms [2021-11-20 22:21:10 main:581] : INFO : Epoch 1799 | loss: 0.0311655 | val_loss: 0.0311939 | Time: 1950.42 ms [2021-11-20 22:21:11 main:581] : INFO : Epoch 1800 | loss: 0.0311696 | val_loss: 0.0311942 | Time: 1927.11 ms [2021-11-20 22:21:13 main:581] : INFO : Epoch 1801 | loss: 0.031172 | val_loss: 0.0311973 | Time: 1923.7 ms [2021-11-20 22:21:15 main:581] : INFO : Epoch 1802 | loss: 0.03117 | val_loss: 0.0311928 | Time: 1981.82 ms [2021-11-20 22:21:17 main:581] : INFO : Epoch 1803 | loss: 0.0311695 | val_loss: 0.0311978 | Time: 1931.21 ms [2021-11-20 22:21:19 main:581] : INFO : Epoch 1804 | loss: 0.0311719 | val_loss: 0.0312027 | Time: 1905.68 ms [2021-11-20 22:21:21 main:581] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.031195 | Time: 1904.17 ms [2021-11-20 22:21:23 main:581] : INFO : Epoch 1806 | loss: 0.031171 | val_loss: 0.0311914 | Time: 1915.17 ms [2021-11-20 22:21:25 main:581] : INFO : Epoch 1807 | loss: 0.0311711 | val_loss: 0.0311944 | Time: 1897.29 ms [2021-11-20 22:21:27 main:581] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311929 | Time: 1892.22 ms [2021-11-20 22:21:29 main:581] : INFO : Epoch 1809 | loss: 0.0311665 | val_loss: 0.0311958 | Time: 1917.05 ms [2021-11-20 22:21:31 main:581] : INFO : Epoch 1810 | loss: 0.0311691 | val_loss: 0.0311957 | Time: 1937.49 ms [2021-11-20 22:21:33 main:581] : INFO : Epoch 1811 | loss: 0.0311679 | val_loss: 0.0311911 | Time: 1918.77 ms [2021-11-20 22:21:34 main:581] : INFO : Epoch 1812 | loss: 0.0311867 | val_loss: 0.0312353 | Time: 1905.02 ms [2021-11-20 22:21:36 main:581] : INFO : Epoch 1813 | loss: 0.031745 | val_loss: 0.0318123 | Time: 1930.77 ms [2021-11-20 22:21:38 main:581] : INFO : Epoch 1814 | loss: 0.0313526 | val_loss: 0.0312878 | Time: 1913.63 ms [2021-11-20 22:21:40 main:581] : INFO : Epoch 1815 | loss: 0.0312869 | val_loss: 0.0312797 | Time: 1932.23 ms [2021-11-20 22:21:42 main:581] : INFO : Epoch 1816 | loss: 0.031254 | val_loss: 0.0312461 | Time: 1895.28 ms [2021-11-20 22:21:44 main:581] : INFO : Epoch 1817 | loss: 0.0312431 | val_loss: 0.0312417 | Time: 1906.67 ms [2021-11-20 22:21:46 main:581] : INFO : Epoch 1818 | loss: 0.0312354 | val_loss: 0.0312362 | Time: 1885.71 ms [2021-11-20 22:21:48 main:581] : INFO : Epoch 1819 | loss: 0.0312292 | val_loss: 0.0312308 | Time: 1898.89 ms [2021-11-20 22:21:50 main:581] : INFO : Epoch 1820 | loss: 0.03123 | val_loss: 0.0312267 | Time: 1909.09 ms [2021-11-20 22:21:52 main:581] : INFO : Epoch 1821 | loss: 0.031228 | val_loss: 0.0312262 | Time: 1895.52 ms [2021-11-20 22:21:54 main:581] : INFO : Epoch 1822 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1888.78 ms [2021-11-20 22:21:56 main:581] : INFO : Epoch 1823 | loss: 0.0312224 | val_loss: 0.0312198 | Time: 1946.67 ms [2021-11-20 22:21:57 main:581] : INFO : Epoch 1824 | loss: 0.0312254 | val_loss: 0.0312206 | Time: 1958.05 ms [2021-11-20 22:21:59 main:581] : INFO : Epoch 1825 | loss: 0.0312262 | val_loss: 0.0312229 | Time: 1900.76 ms [2021-11-20 22:22:01 main:581] : INFO : Epoch 1826 | loss: 0.0312215 | val_loss: 0.0312238 | Time: 1941.97 ms [2021-11-20 22:22:03 main:581] : INFO : Epoch 1827 | loss: 0.0312229 | val_loss: 0.031222 | Time: 1923.28 ms [2021-11-20 22:22:05 main:581] : INFO : Epoch 1828 | loss: 0.0312225 | val_loss: 0.0312182 | Time: 1948.54 ms [2021-11-20 22:22:07 main:581] : INFO : Epoch 1829 | loss: 0.0312212 | val_loss: 0.0312189 | Time: 1916.11 ms [2021-11-20 22:22:09 main:581] : INFO : Epoch 1830 | loss: 0.031223 | val_loss: 0.0312199 | Time: 1925.56 ms [2021-11-20 22:22:11 main:581] : INFO : Epoch 1831 | loss: 0.0312192 | val_loss: 0.0312217 | Time: 1899.74 ms [2021-11-20 22:22:13 main:581] : INFO : Epoch 1832 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 1890.6 ms [2021-11-20 22:22:15 main:581] : INFO : Epoch 1833 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 1933.22 ms [2021-11-20 22:22:17 main:581] : INFO : Epoch 1834 | loss: 0.031218 | val_loss: 0.0312175 | Time: 1936.38 ms [2021-11-20 22:22:19 main:581] : INFO : Epoch 1835 | loss: 0.031219 | val_loss: 0.0312218 | Time: 1919.52 ms [2021-11-20 22:22:21 main:581] : INFO : Epoch 1836 | loss: 0.0312203 | val_loss: 0.0312169 | Time: 1928.2 ms [2021-11-20 22:22:22 main:581] : INFO : Epoch 1837 | loss: 0.0312183 | val_loss: 0.0312182 | Time: 1911.2 ms [2021-11-20 22:22:24 main:581] : INFO : Epoch 1838 | loss: 0.0312181 | val_loss: 0.0312173 | Time: 1901.98 ms [2021-11-20 22:22:26 main:581] : INFO : Epoch 1839 | loss: 0.03122 | val_loss: 0.031219 | Time: 1928.16 ms [2021-11-20 22:22:28 main:581] : INFO : Epoch 1840 | loss: 0.0312221 | val_loss: 0.0312199 | Time: 1961.57 ms [2021-11-20 22:22:30 main:581] : INFO : Epoch 1841 | loss: 0.031221 | val_loss: 0.0312212 | Time: 1946.76 ms [2021-11-20 22:22:32 main:581] : INFO : Epoch 1842 | loss: 0.0312196 | val_loss: 0.0312186 | Time: 1917.14 ms [2021-11-20 22:22:34 main:581] : INFO : Epoch 1843 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 1935.69 ms [2021-11-20 22:22:36 main:581] : INFO : Epoch 1844 | loss: 0.0312176 | val_loss: 0.0312166 | Time: 1972.03 ms [2021-11-20 22:22:38 main:581] : INFO : Epoch 1845 | loss: 0.0312173 | val_loss: 0.0312164 | Time: 1904.3 ms [2021-11-20 22:22:40 main:581] : INFO : Epoch 1846 | loss: 0.0312167 | val_loss: 0.0312164 | Time: 1926.17 ms [2021-11-20 22:22:42 main:581] : INFO : Epoch 1847 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 1892.53 ms [2021-11-20 22:22:44 main:581] : INFO : Epoch 1848 | loss: 0.0312186 | val_loss: 0.0312165 | Time: 1938.64 ms [2021-11-20 22:22:46 main:581] : INFO : Epoch 1849 | loss: 0.031216 | val_loss: 0.0312164 | Time: 1910.42 ms [2021-11-20 22:22:47 main:581] : INFO : Epoch 1850 | loss: 0.0312177 | val_loss: 0.0312164 | Time: 1918.78 ms [2021-11-20 22:22:49 main:581] : INFO : Epoch 1851 | loss: 0.0312161 | val_loss: 0.031216 | Time: 1925.99 ms [2021-11-20 22:22:51 main:581] : INFO : Epoch 1852 | loss: 0.031216 | val_loss: 0.0312182 | Time: 1916.17 ms [2021-11-20 22:22:53 main:581] : INFO : Epoch 1853 | loss: 0.0312162 | val_loss: 0.0312161 | Time: 1898.71 ms [2021-11-20 22:22:55 main:581] : INFO : Epoch 1854 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 1905.79 ms [2021-11-20 22:22:57 main:581] : INFO : Epoch 1855 | loss: 0.0312186 | val_loss: 0.0312251 | Time: 1900.44 ms [2021-11-20 22:22:59 main:581] : INFO : Epoch 1856 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 2001.68 ms [2021-11-20 22:23:01 main:581] : INFO : Epoch 1857 | loss: 0.031215 | val_loss: 0.0312166 | Time: 1888.28 ms [2021-11-20 22:23:03 main:581] : INFO : Epoch 1858 | loss: 0.0312152 | val_loss: 0.0312162 | Time: 1978.94 ms [2021-11-20 22:23:05 main:581] : INFO : Epoch 1859 | loss: 0.0312153 | val_loss: 0.0312156 | Time: 1922.32 ms [2021-11-20 22:23:07 main:581] : INFO : Epoch 1860 | loss: 0.0312151 | val_loss: 0.0312184 | Time: 1940.55 ms [2021-11-20 22:23:09 main:581] : INFO : Epoch 1861 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 1906.09 ms [2021-11-20 22:23:11 main:581] : INFO : Epoch 1862 | loss: 0.0312154 | val_loss: 0.0312184 | Time: 1907.45 ms [2021-11-20 22:23:12 main:581] : INFO : Epoch 1863 | loss: 0.0312152 | val_loss: 0.031215 | Time: 1899.02 ms [2021-11-20 22:23:14 main:581] : INFO : Epoch 1864 | loss: 0.0312161 | val_loss: 0.0312162 | Time: 1937.89 ms [2021-11-20 22:23:16 main:581] : INFO : Epoch 1865 | loss: 0.0312146 | val_loss: 0.0312177 | Time: 1901.55 ms [2021-11-20 22:23:18 main:581] : INFO : Epoch 1866 | loss: 0.031215 | val_loss: 0.0312172 | Time: 1938.4 ms [2021-11-20 22:23:20 main:581] : INFO : Epoch 1867 | loss: 0.0312138 | val_loss: 0.0312166 | Time: 1915.13 ms [2021-11-20 22:23:22 main:581] : INFO : Epoch 1868 | loss: 0.031214 | val_loss: 0.0312145 | Time: 1919.71 ms [2021-11-20 22:23:24 main:581] : INFO : Epoch 1869 | loss: 0.0312137 | val_loss: 0.0312167 | Time: 1928.78 ms [2021-11-20 22:23:26 main:581] : INFO : Epoch 1870 | loss: 0.0312139 | val_loss: 0.031216 | Time: 1894.76 ms [2021-11-20 22:23:28 main:581] : INFO : Epoch 1871 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 1943.67 ms [2021-11-20 22:23:30 main:581] : INFO : Epoch 1872 | loss: 0.0312129 | val_loss: 0.0312145 | Time: 1926.2 ms [2021-11-20 22:23:32 main:581] : INFO : Epoch 1873 | loss: 0.0312138 | val_loss: 0.0312154 | Time: 1904.77 ms [2021-11-20 22:23:34 main:581] : INFO : Epoch 1874 | loss: 0.0312187 | val_loss: 0.0312239 | Time: 1957.97 ms [2021-11-20 22:23:36 main:581] : INFO : Epoch 1875 | loss: 0.0312184 | val_loss: 0.0312218 | Time: 1991.92 ms [2021-11-20 22:23:38 main:581] : INFO : Epoch 1876 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 1924.73 ms [2021-11-20 22:23:39 main:581] : INFO : Epoch 1877 | loss: 0.0312136 | val_loss: 0.0312149 | Time: 1897.33 ms [2021-11-20 22:23:41 main:581] : INFO : Epoch 1878 | loss: 0.0312136 | val_loss: 0.0312193 | Time: 1907.76 ms [2021-11-20 22:23:43 main:581] : INFO : Epoch 1879 | loss: 0.0312173 | val_loss: 0.0312169 | Time: 1901.96 ms [2021-11-20 22:23:45 main:581] : INFO : Epoch 1880 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 1938.14 ms [2021-11-20 22:23:47 main:581] : INFO : Epoch 1881 | loss: 0.0312125 | val_loss: 0.0312136 | Time: 1918 ms [2021-11-20 22:23:49 main:581] : INFO : Epoch 1882 | loss: 0.0312128 | val_loss: 0.0312204 | Time: 1932.64 ms [2021-11-20 22:23:51 main:581] : INFO : Epoch 1883 | loss: 0.031215 | val_loss: 0.0312153 | Time: 1916.99 ms [2021-11-20 22:23:53 main:581] : INFO : Epoch 1884 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 1982.65 ms [2021-11-20 22:23:55 main:581] : INFO : Epoch 1885 | loss: 0.0312133 | val_loss: 0.0312164 | Time: 1946.22 ms [2021-11-20 22:23:57 main:581] : INFO : Epoch 1886 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 1970.9 ms [2021-11-20 22:23:59 main:581] : INFO : Epoch 1887 | loss: 0.0312116 | val_loss: 0.031217 | Time: 1909.44 ms [2021-11-20 22:24:01 main:581] : INFO : Epoch 1888 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 1915.66 ms [2021-11-20 22:24:03 main:581] : INFO : Epoch 1889 | loss: 0.0312123 | val_loss: 0.0312194 | Time: 1895.77 ms [2021-11-20 22:24:05 main:581] : INFO : Epoch 1890 | loss: 0.0312122 | val_loss: 0.031214 | Time: 1910.55 ms [2021-11-20 22:24:06 main:581] : INFO : Epoch 1891 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 1900.59 ms [2021-11-20 22:24:08 main:581] : INFO : Epoch 1892 | loss: 0.0312109 | val_loss: 0.0312135 | Time: 1948.61 ms [2021-11-20 22:24:10 main:581] : INFO : Epoch 1893 | loss: 0.0312101 | val_loss: 0.0312136 | Time: 1912.47 ms [2021-11-20 22:24:12 main:581] : INFO : Epoch 1894 | loss: 0.0312101 | val_loss: 0.0312124 | Time: 1915.58 ms [2021-11-20 22:24:14 main:581] : INFO : Epoch 1895 | loss: 0.0312105 | val_loss: 0.0312137 | Time: 1942.29 ms [2021-11-20 22:24:16 main:581] : INFO : Epoch 1896 | loss: 0.0312107 | val_loss: 0.0312139 | Time: 1931.99 ms [2021-11-20 22:24:18 main:581] : INFO : Epoch 1897 | loss: 0.0312101 | val_loss: 0.0312134 | Time: 1941.81 ms [2021-11-20 22:24:20 main:581] : INFO : Epoch 1898 | loss: 0.0312096 | val_loss: 0.0312129 | Time: 1908.28 ms [2021-11-20 22:24:22 main:581] : INFO : Epoch 1899 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 1900.35 ms [2021-11-20 22:24:24 main:581] : INFO : Epoch 1900 | loss: 0.0312112 | val_loss: 0.031215 | Time: 1924.34 ms [2021-11-20 22:24:26 main:581] : INFO : Epoch 1901 | loss: 0.031213 | val_loss: 0.0312188 | Time: 1887.81 ms [2021-11-20 22:24:28 main:581] : INFO : Epoch 1902 | loss: 0.0312112 | val_loss: 0.0312151 | Time: 1939.23 ms [2021-11-20 22:24:30 main:581] : INFO : Epoch 1903 | loss: 0.0312129 | val_loss: 0.0312143 | Time: 1943.37 ms [2021-11-20 22:24:31 main:581] : INFO : Epoch 1904 | loss: 0.0312118 | val_loss: 0.0312144 | Time: 1923.37 ms [2021-11-20 22:24:33 main:581] : INFO : Epoch 1905 | loss: 0.0312111 | val_loss: 0.0312153 | Time: 1915.2 ms [2021-11-20 22:24:35 main:581] : INFO : Epoch 1906 | loss: 0.0312103 | val_loss: 0.0312174 | Time: 1976.01 ms [2021-11-20 22:24:37 main:581] : INFO : Epoch 1907 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 1891.67 ms [2021-11-20 22:24:39 main:581] : INFO : Epoch 1908 | loss: 0.0312106 | val_loss: 0.0312193 | Time: 1896.11 ms [2021-11-20 22:24:41 main:581] : INFO : Epoch 1909 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 1924.03 ms [2021-11-20 22:24:43 main:581] : INFO : Epoch 1910 | loss: 0.0312098 | val_loss: 0.0312157 | Time: 1912.3 ms [2021-11-20 22:24:45 main:581] : INFO : Epoch 1911 | loss: 0.0312092 | val_loss: 0.0312141 | Time: 1905.91 ms [2021-11-20 22:24:47 main:581] : INFO : Epoch 1912 | loss: 0.0312085 | val_loss: 0.0312121 | Time: 1878.94 ms [2021-11-20 22:24:49 main:581] : INFO : Epoch 1913 | loss: 0.031208 | val_loss: 0.0312117 | Time: 1885.73 ms [2021-11-20 22:24:51 main:581] : INFO : Epoch 1914 | loss: 0.0312091 | val_loss: 0.0312125 | Time: 1935.8 ms [2021-11-20 22:24:52 main:581] : INFO : Epoch 1915 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 1914.93 ms [2021-11-20 22:24:54 main:581] : INFO : Epoch 1916 | loss: 0.031207 | val_loss: 0.031215 | Time: 1940.43 ms [2021-11-20 22:24:56 main:581] : INFO : Epoch 1917 | loss: 0.0312102 | val_loss: 0.0312162 | Time: 1952.3 ms [2021-11-20 22:24:58 main:581] : INFO : Epoch 1918 | loss: 0.0312072 | val_loss: 0.0312131 | Time: 1921.15 ms [2021-11-20 22:25:00 main:581] : INFO : Epoch 1919 | loss: 0.0312086 | val_loss: 0.0312119 | Time: 1909.67 ms [2021-11-20 22:25:02 main:581] : INFO : Epoch 1920 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 1897.04 ms [2021-11-20 22:25:04 main:581] : INFO : Epoch 1921 | loss: 0.031211 | val_loss: 0.031218 | Time: 1892.35 ms [2021-11-20 22:25:06 main:581] : INFO : Epoch 1922 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 1900.07 ms [2021-11-20 22:25:08 main:581] : INFO : Epoch 1923 | loss: 0.0312067 | val_loss: 0.0312107 | Time: 1909.49 ms [2021-11-20 22:25:10 main:581] : INFO : Epoch 1924 | loss: 0.0312057 | val_loss: 0.0312109 | Time: 1935.44 ms [2021-11-20 22:25:12 main:581] : INFO : Epoch 1925 | loss: 0.0312066 | val_loss: 0.031211 | Time: 1971.11 ms [2021-11-20 22:25:14 main:581] : INFO : Epoch 1926 | loss: 0.0312078 | val_loss: 0.0312124 | Time: 1945.72 ms [2021-11-20 22:25:16 main:581] : INFO : Epoch 1927 | loss: 0.0312063 | val_loss: 0.0312122 | Time: 1996.34 ms [2021-11-20 22:25:18 main:581] : INFO : Epoch 1928 | loss: 0.0312055 | val_loss: 0.0312102 | Time: 1926.69 ms [2021-11-20 22:25:19 main:581] : INFO : Epoch 1929 | loss: 0.031207 | val_loss: 0.0312098 | Time: 1904.99 ms [2021-11-20 22:25:21 main:581] : INFO : Epoch 1930 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 1922.36 ms [2021-11-20 22:25:23 main:581] : INFO : Epoch 1931 | loss: 0.0312074 | val_loss: 0.0312122 | Time: 1917.71 ms [2021-11-20 22:25:25 main:581] : INFO : Epoch 1932 | loss: 0.0312074 | val_loss: 0.0312115 | Time: 1934.08 ms [2021-11-20 22:25:27 main:581] : INFO : Epoch 1933 | loss: 0.0312093 | val_loss: 0.0312151 | Time: 1911.6 ms [2021-11-20 22:25:29 main:581] : INFO : Epoch 1934 | loss: 0.0312059 | val_loss: 0.0312107 | Time: 1915.15 ms [2021-11-20 22:25:31 main:581] : INFO : Epoch 1935 | loss: 0.0312055 | val_loss: 0.0312107 | Time: 1948.64 ms [2021-11-20 22:25:33 main:581] : INFO : Epoch 1936 | loss: 0.0312062 | val_loss: 0.0312102 | Time: 1930.72 ms [2021-11-20 22:25:35 main:581] : INFO : Epoch 1937 | loss: 0.0312061 | val_loss: 0.031212 | Time: 1905.8 ms [2021-11-20 22:25:37 main:581] : INFO : Epoch 1938 | loss: 0.0312049 | val_loss: 0.0312097 | Time: 1961.47 ms [2021-11-20 22:25:39 main:581] : INFO : Epoch 1939 | loss: 0.0312053 | val_loss: 0.0312133 | Time: 1947.6 ms [2021-11-20 22:25:41 main:581] : INFO : Epoch 1940 | loss: 0.0312071 | val_loss: 0.0312123 | Time: 1897.04 ms [2021-11-20 22:25:43 main:581] : INFO : Epoch 1941 | loss: 0.0312083 | val_loss: 0.0312144 | Time: 1918.53 ms [2021-11-20 22:25:45 main:581] : INFO : Epoch 1942 | loss: 0.0312093 | val_loss: 0.0312189 | Time: 1917.8 ms [2021-11-20 22:25:46 main:581] : INFO : Epoch 1943 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 1909.1 ms [2021-11-20 22:25:48 main:581] : INFO : Epoch 1944 | loss: 0.0312052 | val_loss: 0.0312104 | Time: 1951.1 ms [2021-11-20 22:25:50 main:581] : INFO : Epoch 1945 | loss: 0.031206 | val_loss: 0.031211 | Time: 1909.6 ms [2021-11-20 22:25:52 main:581] : INFO : Epoch 1946 | loss: 0.0312064 | val_loss: 0.0312112 | Time: 1886.46 ms [2021-11-20 22:25:54 main:581] : INFO : Epoch 1947 | loss: 0.0312049 | val_loss: 0.0312108 | Time: 1889.03 ms [2021-11-20 22:25:56 main:581] : INFO : Epoch 1948 | loss: 0.0312039 | val_loss: 0.0312112 | Time: 1959.46 ms [2021-11-20 22:25:58 main:581] : INFO : Epoch 1949 | loss: 0.0312051 | val_loss: 0.0312178 | Time: 1918.11 ms [2021-11-20 22:26:00 main:581] : INFO : Epoch 1950 | loss: 0.0312065 | val_loss: 0.0312138 | Time: 1894.96 ms [2021-11-20 22:26:02 main:581] : INFO : Epoch 1951 | loss: 0.0312083 | val_loss: 0.0312139 | Time: 1894.51 ms [2021-11-20 22:26:04 main:581] : INFO : Epoch 1952 | loss: 0.0312056 | val_loss: 0.0312102 | Time: 1878.55 ms [2021-11-20 22:26:06 main:581] : INFO : Epoch 1953 | loss: 0.0312035 | val_loss: 0.0312109 | Time: 1906.22 ms [2021-11-20 22:26:07 main:581] : INFO : Epoch 1954 | loss: 0.0312041 | val_loss: 0.0312134 | Time: 1880.04 ms [2021-11-20 22:26:09 main:581] : INFO : Epoch 1955 | loss: 0.0312057 | val_loss: 0.0312113 | Time: 1947.6 ms [2021-11-20 22:26:11 main:581] : INFO : Epoch 1956 | loss: 0.0312048 | val_loss: 0.0312122 | Time: 1904.6 ms [2021-11-20 22:26:13 main:581] : INFO : Epoch 1957 | loss: 0.0312035 | val_loss: 0.0312102 | Time: 1896.02 ms [2021-11-20 22:26:15 main:581] : INFO : Epoch 1958 | loss: 0.0312061 | val_loss: 0.0312109 | Time: 1884.38 ms [2021-11-20 22:26:17 main:581] : INFO : Epoch 1959 | loss: 0.0312042 | val_loss: 0.0312115 | Time: 1915.69 ms [2021-11-20 22:26:19 main:581] : INFO : Epoch 1960 | loss: 0.0312039 | val_loss: 0.0312105 | Time: 1934.31 ms [2021-11-20 22:26:21 main:581] : INFO : Epoch 1961 | loss: 0.0312038 | val_loss: 0.031214 | Time: 1932.68 ms [2021-11-20 22:26:23 main:581] : INFO : Epoch 1962 | loss: 0.0312033 | val_loss: 0.0312199 | Time: 1900.31 ms [2021-11-20 22:26:25 main:581] : INFO : Epoch 1963 | loss: 0.0312277 | val_loss: 0.0312176 | Time: 1914.92 ms [2021-11-20 22:26:27 main:581] : INFO : Epoch 1964 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 1913.3 ms [2021-11-20 22:26:28 main:581] : INFO : Epoch 1965 | loss: 0.0312098 | val_loss: 0.0312101 | Time: 1910.33 ms [2021-11-20 22:26:30 main:581] : INFO : Epoch 1966 | loss: 0.0312064 | val_loss: 0.0312112 | Time: 1935.87 ms [2021-11-20 22:26:32 main:581] : INFO : Epoch 1967 | loss: 0.0312058 | val_loss: 0.0312096 | Time: 1914.12 ms [2021-11-20 22:26:34 main:581] : INFO : Epoch 1968 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1925.36 ms [2021-11-20 22:26:36 main:581] : INFO : Epoch 1969 | loss: 0.0312067 | val_loss: 0.0312214 | Time: 1934.92 ms [2021-11-20 22:26:38 main:581] : INFO : Epoch 1970 | loss: 0.0312045 | val_loss: 0.0312107 | Time: 1922.79 ms [2021-11-20 22:26:40 main:581] : INFO : Epoch 1971 | loss: 0.031205 | val_loss: 0.0312112 | Time: 1980.19 ms [2021-11-20 22:26:42 main:581] : INFO : Epoch 1972 | loss: 0.0312045 | val_loss: 0.03121 | Time: 1918.98 ms [2021-11-20 22:26:44 main:581] : INFO : Epoch 1973 | loss: 0.0312043 | val_loss: 0.0312124 | Time: 1898.02 ms [2021-11-20 22:26:46 main:581] : INFO : Epoch 1974 | loss: 0.0312044 | val_loss: 0.0312102 | Time: 1897.05 ms [2021-11-20 22:26:48 main:581] : INFO : Epoch 1975 | loss: 0.0312043 | val_loss: 0.03121 | Time: 1902.98 ms [2021-11-20 22:26:50 main:581] : INFO : Epoch 1976 | loss: 0.0312046 | val_loss: 0.0312108 | Time: 1932.72 ms [2021-11-20 22:26:52 main:581] : INFO : Epoch 1977 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 1913.69 ms [2021-11-20 22:26:53 main:581] : INFO : Epoch 1978 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 1925.39 ms [2021-11-20 22:26:55 main:581] : INFO : Epoch 1979 | loss: 0.0312047 | val_loss: 0.0312102 | Time: 1953.7 ms [2021-11-20 22:26:57 main:581] : INFO : Epoch 1980 | loss: 0.0312036 | val_loss: 0.0312137 | Time: 1911.79 ms [2021-11-20 22:26:59 main:581] : INFO : Epoch 1981 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 1920.38 ms [2021-11-20 22:27:01 main:581] : INFO : Epoch 1982 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 1916.66 ms [2021-11-20 22:27:03 main:581] : INFO : Epoch 1983 | loss: 0.0312052 | val_loss: 0.0312097 | Time: 1907.5 ms [2021-11-20 22:27:05 main:581] : INFO : Epoch 1984 | loss: 0.0312036 | val_loss: 0.0312113 | Time: 1928.01 ms [2021-11-20 22:27:07 main:581] : INFO : Epoch 1985 | loss: 0.0312044 | val_loss: 0.0312093 | Time: 1895.08 ms [2021-11-20 22:27:09 main:581] : INFO : Epoch 1986 | loss: 0.0312039 | val_loss: 0.0312151 | Time: 1907.8 ms [2021-11-20 22:27:11 main:581] : INFO : Epoch 1987 | loss: 0.0312038 | val_loss: 0.0312124 | Time: 1916.55 ms [2021-11-20 22:27:13 main:581] : INFO : Epoch 1988 | loss: 0.0312035 | val_loss: 0.0312098 | Time: 1907.18 ms [2021-11-20 22:27:15 main:581] : INFO : Epoch 1989 | loss: 0.0312047 | val_loss: 0.0312095 | Time: 1956.53 ms [2021-11-20 22:27:16 main:581] : INFO : Epoch 1990 | loss: 0.0312039 | val_loss: 0.0312099 | Time: 1900.02 ms [2021-11-20 22:27:18 main:581] : INFO : Epoch 1991 | loss: 0.0312026 | val_loss: 0.0312088 | Time: 1863.23 ms [2021-11-20 22:27:20 main:581] : INFO : Epoch 1992 | loss: 0.0312026 | val_loss: 0.0312091 | Time: 1935.16 ms [2021-11-20 22:27:22 main:581] : INFO : Epoch 1993 | loss: 0.0312039 | val_loss: 0.0312073 | Time: 1874.92 ms [2021-11-20 22:27:24 main:581] : INFO : Epoch 1994 | loss: 0.031204 | val_loss: 0.0312121 | Time: 1886.36 ms [2021-11-20 22:27:26 main:581] : INFO : Epoch 1995 | loss: 0.0312045 | val_loss: 0.0312087 | Time: 1938.67 ms [2021-11-20 22:27:28 main:581] : INFO : Epoch 1996 | loss: 0.0312051 | val_loss: 0.0312121 | Time: 1967.78 ms [2021-11-20 22:27:30 main:581] : INFO : Epoch 1997 | loss: 0.0312044 | val_loss: 0.0312101 | Time: 1876.91 ms [2021-11-20 22:27:32 main:581] : INFO : Epoch 1998 | loss: 0.0312046 | val_loss: 0.0312135 | Time: 1937.17 ms [2021-11-20 22:27:34 main:581] : INFO : Epoch 1999 | loss: 0.0312042 | val_loss: 0.0312069 | Time: 1966.79 ms [2021-11-20 22:27:36 main:581] : INFO : Epoch 2000 | loss: 0.0312049 | val_loss: 0.031208 | Time: 1944 ms [2021-11-20 22:27:38 main:581] : INFO : Epoch 2001 | loss: 0.0312075 | val_loss: 0.0312156 | Time: 1918.36 ms [2021-11-20 22:27:39 main:581] : INFO : Epoch 2002 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 1904.03 ms [2021-11-20 22:27:41 main:581] : INFO : Epoch 2003 | loss: 0.0312056 | val_loss: 0.0312095 | Time: 1883.66 ms [2021-11-20 22:27:43 main:581] : INFO : Epoch 2004 | loss: 0.0312037 | val_loss: 0.0312074 | Time: 1898.96 ms [2021-11-20 22:27:45 main:581] : INFO : Epoch 2005 | loss: 0.0312052 | val_loss: 0.0312174 | Time: 1925.76 ms [2021-11-20 22:27:47 main:581] : INFO : Epoch 2006 | loss: 0.0312048 | val_loss: 0.0312076 | Time: 1915.21 ms [2021-11-20 22:27:49 main:581] : INFO : Epoch 2007 | loss: 0.0312033 | val_loss: 0.0312073 | Time: 1928.11 ms [2021-11-20 22:27:51 main:581] : INFO : Epoch 2008 | loss: 0.0312024 | val_loss: 0.0312092 | Time: 1898.06 ms [2021-11-20 22:27:53 main:581] : INFO : Epoch 2009 | loss: 0.0312011 | val_loss: 0.031208 | Time: 1895.03 ms [2021-11-20 22:27:55 main:581] : INFO : Epoch 2010 | loss: 0.0312042 | val_loss: 0.0312089 | Time: 1920.24 ms [2021-11-20 22:27:57 main:581] : INFO : Epoch 2011 | loss: 0.0312033 | val_loss: 0.0312072 | Time: 1911.7 ms [2021-11-20 22:27:59 main:581] : INFO : Epoch 2012 | loss: 0.0312009 | val_loss: 0.0312091 | Time: 1973 ms [2021-11-20 22:28:01 main:581] : INFO : Epoch 2013 | loss: 0.0312019 | val_loss: 0.0312092 | Time: 1927.48 ms [2021-11-20 22:28:02 main:581] : INFO : Epoch 2014 | loss: 0.0312046 | val_loss: 0.0312079 | Time: 1884.51 ms [2021-11-20 22:28:04 main:581] : INFO : Epoch 2015 | loss: 0.0312042 | val_loss: 0.0312118 | Time: 1917.09 ms [2021-11-20 22:28:06 main:581] : INFO : Epoch 2016 | loss: 0.0312042 | val_loss: 0.0312092 | Time: 1890.11 ms [2021-11-20 22:28:08 main:581] : INFO : Epoch 2017 | loss: 0.0312038 | val_loss: 0.031207 | Time: 1947.58 ms [2021-11-20 22:28:10 main:581] : INFO : Epoch 2018 | loss: 0.0312037 | val_loss: 0.0312079 | Time: 1930.24 ms [2021-11-20 22:28:12 main:581] : INFO : Epoch 2019 | loss: 0.0312027 | val_loss: 0.0312079 | Time: 1897.9 ms [2021-11-20 22:28:14 main:581] : INFO : Epoch 2020 | loss: 0.0312027 | val_loss: 0.0312094 | Time: 1989.02 ms [2021-11-20 22:28:16 main:581] : INFO : Epoch 2021 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 1958.55 ms [2021-11-20 22:28:18 main:581] : INFO : Epoch 2022 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 1922.11 ms [2021-11-20 22:28:20 main:581] : INFO : Epoch 2023 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 1889.87 ms [2021-11-20 22:28:22 main:581] : INFO : Epoch 2024 | loss: 0.0312026 | val_loss: 0.0312103 | Time: 1935.24 ms [2021-11-20 22:28:24 main:581] : INFO : Epoch 2025 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1895.25 ms [2021-11-20 22:28:26 main:581] : INFO : Epoch 2026 | loss: 0.031202 | val_loss: 0.0312082 | Time: 1912.33 ms [2021-11-20 22:28:27 main:581] : INFO : Epoch 2027 | loss: 0.0312014 | val_loss: 0.0312074 | Time: 1919.25 ms [2021-11-20 22:28:29 main:581] : INFO : Epoch 2028 | loss: 0.0312021 | val_loss: 0.0312064 | Time: 1931.59 ms [2021-11-20 22:28:31 main:581] : INFO : Epoch 2029 | loss: 0.0312012 | val_loss: 0.0312087 | Time: 1923.43 ms [2021-11-20 22:28:33 main:581] : INFO : Epoch 2030 | loss: 0.0312024 | val_loss: 0.031209 | Time: 1989.54 ms [2021-11-20 22:28:35 main:581] : INFO : Epoch 2031 | loss: 0.0312018 | val_loss: 0.0312108 | Time: 1913.62 ms [2021-11-20 22:28:37 main:581] : INFO : Epoch 2032 | loss: 0.0312036 | val_loss: 0.0312086 | Time: 1879.17 ms [2021-11-20 22:28:39 main:581] : INFO : Epoch 2033 | loss: 0.0312027 | val_loss: 0.0312063 | Time: 1887.56 ms [2021-11-20 22:28:41 main:581] : INFO : Epoch 2034 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 1902.31 ms [2021-11-20 22:28:43 main:581] : INFO : Epoch 2035 | loss: 0.0312013 | val_loss: 0.0312088 | Time: 1902.01 ms [2021-11-20 22:28:45 main:581] : INFO : Epoch 2036 | loss: 0.0312037 | val_loss: 0.0312173 | Time: 1877.73 ms [2021-11-20 22:28:47 main:581] : INFO : Epoch 2037 | loss: 0.0312092 | val_loss: 0.0312074 | Time: 1895.54 ms [2021-11-20 22:28:48 main:581] : INFO : Epoch 2038 | loss: 0.0312015 | val_loss: 0.0312073 | Time: 1917.39 ms [2021-11-20 22:28:50 main:581] : INFO : Epoch 2039 | loss: 0.0312013 | val_loss: 0.031208 | Time: 1914.29 ms [2021-11-20 22:28:52 main:581] : INFO : Epoch 2040 | loss: 0.0312022 | val_loss: 0.0312071 | Time: 1917.92 ms [2021-11-20 22:28:54 main:581] : INFO : Epoch 2041 | loss: 0.0312004 | val_loss: 0.0312067 | Time: 1906.83 ms [2021-11-20 22:28:56 main:581] : INFO : Epoch 2042 | loss: 0.0312008 | val_loss: 0.0312116 | Time: 1919.29 ms [2021-11-20 22:28:58 main:581] : INFO : Epoch 2043 | loss: 0.0312022 | val_loss: 0.031208 | Time: 1877.67 ms [2021-11-20 22:29:00 main:581] : INFO : Epoch 2044 | loss: 0.0312032 | val_loss: 0.031213 | Time: 1948.72 ms [2021-11-20 22:29:02 main:581] : INFO : Epoch 2045 | loss: 0.0312001 | val_loss: 0.0312084 | Time: 1891.81 ms [2021-11-20 22:29:04 main:581] : INFO : Epoch 2046 | loss: 0.0311996 | val_loss: 0.0312061 | Time: 1913.13 ms [2021-11-20 22:29:06 main:581] : INFO : Epoch 2047 | loss: 0.0311994 | val_loss: 0.0312095 | Time: 1937.91 ms [2021-11-20 22:29:08 main:581] : INFO : Epoch 2048 | loss: 0.0312006 | val_loss: 0.0312069 | Time: 1909.93 ms [2021-11-20 22:29:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312069 [2021-11-20 22:29:08 main:610] : INFO : Saving end state to config to file [2021-11-20 22:29:08 main:615] : INFO : Success, exiting.. 22:29:08 (6471): 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)