Task 14596665
| Name | ParityModified-1647043210-8841-3-0_1 |
| Workunit | 11574328 |
| Created | 11 Apr 2022, 5:32:08 UTC |
| Sent | 11 Apr 2022, 5:32:17 UTC |
| Report deadline | 19 Apr 2022, 5:32:17 UTC |
| Received | 12 Apr 2022, 5:33:33 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 47 sec |
| CPU time | 1 hours 7 min 45 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : 0.0311898 | val_loss: 0.0311972 | Time: 1995.38 ms [2022-04-11 22:16:28 main:581] : INFO : Epoch 1538 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 1998.7 ms [2022-04-11 22:16:30 main:581] : INFO : Epoch 1539 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 1944.24 ms [2022-04-11 22:16:32 main:581] : INFO : Epoch 1540 | loss: 0.0311897 | val_loss: 0.0311944 | Time: 2003.35 ms [2022-04-11 22:16:34 main:581] : INFO : Epoch 1541 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 1993.66 ms [2022-04-11 22:16:36 main:581] : INFO : Epoch 1542 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 1948.2 ms [2022-04-11 22:16:38 main:581] : INFO : Epoch 1543 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 1987.25 ms [2022-04-11 22:16:40 main:581] : INFO : Epoch 1544 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 1997.96 ms [2022-04-11 22:16:42 main:581] : INFO : Epoch 1545 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 2008.75 ms [2022-04-11 22:16:44 main:581] : INFO : Epoch 1546 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1958.4 ms [2022-04-11 22:16:46 main:581] : INFO : Epoch 1547 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 1975.68 ms [2022-04-11 22:16:48 main:581] : INFO : Epoch 1548 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1998.86 ms [2022-04-11 22:16:50 main:581] : INFO : Epoch 1549 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 1989.84 ms [2022-04-11 22:16:52 main:581] : INFO : Epoch 1550 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2004.9 ms [2022-04-11 22:16:54 main:581] : INFO : Epoch 1551 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1998.02 ms [2022-04-11 22:16:56 main:581] : INFO : Epoch 1552 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 1988.67 ms [2022-04-11 22:16:58 main:581] : INFO : Epoch 1553 | loss: 0.031186 | val_loss: 0.0311913 | Time: 1992.53 ms [2022-04-11 22:17:00 main:581] : INFO : Epoch 1554 | loss: 0.0311868 | val_loss: 0.0311921 | Time: 1990.9 ms [2022-04-11 22:17:02 main:581] : INFO : Epoch 1555 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 1960.59 ms [2022-04-11 22:17:04 main:581] : INFO : Epoch 1556 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1980.15 ms [2022-04-11 22:17:06 main:581] : INFO : Epoch 1557 | loss: 0.031186 | val_loss: 0.0311922 | Time: 2004.68 ms [2022-04-11 22:17:08 main:581] : INFO : Epoch 1558 | loss: 0.0311862 | val_loss: 0.0311921 | Time: 2001.53 ms [2022-04-11 22:17:10 main:581] : INFO : Epoch 1559 | loss: 0.0311855 | val_loss: 0.0311913 | Time: 2015.92 ms [2022-04-11 22:17:12 main:581] : INFO : Epoch 1560 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 1932.95 ms [2022-04-11 22:17:14 main:581] : INFO : Epoch 1561 | loss: 0.0311854 | val_loss: 0.031192 | Time: 1988.83 ms [2022-04-11 22:17:16 main:581] : INFO : Epoch 1562 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1998.2 ms [2022-04-11 22:17:18 main:581] : INFO : Epoch 1563 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 1998.81 ms [2022-04-11 22:17:20 main:581] : INFO : Epoch 1564 | loss: 0.0311856 | val_loss: 0.0311933 | Time: 1979.22 ms [2022-04-11 22:17:22 main:581] : INFO : Epoch 1565 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 2005.95 ms [2022-04-11 22:17:24 main:581] : INFO : Epoch 1566 | loss: 0.0311874 | val_loss: 0.031204 | Time: 2004.81 ms [2022-04-11 22:17:26 main:581] : INFO : Epoch 1567 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 2008.52 ms [2022-04-11 22:17:28 main:581] : INFO : Epoch 1568 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 1994 ms [2022-04-11 22:17:30 main:581] : INFO : Epoch 1569 | loss: 0.0311897 | val_loss: 0.0312012 | Time: 1992.57 ms [2022-04-11 22:17:32 main:581] : INFO : Epoch 1570 | loss: 0.0311867 | val_loss: 0.0311946 | Time: 2009.73 ms [2022-04-11 22:17:34 main:581] : INFO : Epoch 1571 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 1985.77 ms [2022-04-11 22:17:36 main:581] : INFO : Epoch 1572 | loss: 0.0311854 | val_loss: 0.0311923 | Time: 1986.2 ms [2022-04-11 22:17:38 main:581] : INFO : Epoch 1573 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 1983.42 ms [2022-04-11 22:17:40 main:581] : INFO : Epoch 1574 | loss: 0.031185 | val_loss: 0.0311951 | Time: 2002.48 ms [2022-04-11 22:17:42 main:581] : INFO : Epoch 1575 | loss: 0.0311877 | val_loss: 0.0311931 | Time: 1995.35 ms [2022-04-11 22:17:44 main:581] : INFO : Epoch 1576 | loss: 0.0311848 | val_loss: 0.031194 | Time: 1991.13 ms [2022-04-11 22:17:46 main:581] : INFO : Epoch 1577 | loss: 0.031185 | val_loss: 0.0311937 | Time: 1997.11 ms [2022-04-11 22:17:48 main:581] : INFO : Epoch 1578 | loss: 0.0311865 | val_loss: 0.0312004 | Time: 2014.7 ms [2022-04-11 22:17:50 main:581] : INFO : Epoch 1579 | loss: 0.0311847 | val_loss: 0.0311985 | Time: 1981.37 ms [2022-04-11 22:17:52 main:581] : INFO : Epoch 1580 | loss: 0.0311849 | val_loss: 0.0311906 | Time: 1991.17 ms [2022-04-11 22:17:54 main:581] : INFO : Epoch 1581 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 1988.56 ms [2022-04-11 22:17:56 main:581] : INFO : Epoch 1582 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 1967.8 ms [2022-04-11 22:17:58 main:581] : INFO : Epoch 1583 | loss: 0.031187 | val_loss: 0.031199 | Time: 1984.56 ms [2022-04-11 22:18:00 main:581] : INFO : Epoch 1584 | loss: 0.0311885 | val_loss: 0.031194 | Time: 1994.51 ms [2022-04-11 22:18:02 main:581] : INFO : Epoch 1585 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 1960.34 ms [2022-04-11 22:18:04 main:581] : INFO : Epoch 1586 | loss: 0.0311856 | val_loss: 0.0311924 | Time: 1977.61 ms [2022-04-11 22:18:06 main:581] : INFO : Epoch 1587 | loss: 0.0311849 | val_loss: 0.031193 | Time: 1987.32 ms [2022-04-11 22:18:08 main:581] : INFO : Epoch 1588 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 2016.44 ms [2022-04-11 22:18:10 main:581] : INFO : Epoch 1589 | loss: 0.0311848 | val_loss: 0.0311962 | Time: 1982.34 ms [2022-04-11 22:18:12 main:581] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 1998.73 ms [2022-04-11 22:18:14 main:581] : INFO : Epoch 1591 | loss: 0.0311838 | val_loss: 0.0311952 | Time: 1987.71 ms [2022-04-11 22:18:16 main:581] : INFO : Epoch 1592 | loss: 0.031184 | val_loss: 0.031192 | Time: 1997.18 ms [2022-04-11 22:18:18 main:581] : INFO : Epoch 1593 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 1997.88 ms [2022-04-11 22:18:20 main:581] : INFO : Epoch 1594 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 1957.8 ms [2022-04-11 22:18:21 main:581] : INFO : Epoch 1595 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 1932.97 ms [2022-04-11 22:18:23 main:581] : INFO : Epoch 1596 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 2008.52 ms [2022-04-11 22:18:25 main:581] : INFO : Epoch 1597 | loss: 0.0311882 | val_loss: 0.0311975 | Time: 2008.42 ms [2022-04-11 22:18:27 main:581] : INFO : Epoch 1598 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 1974.33 ms [2022-04-11 22:18:29 main:581] : INFO : Epoch 1599 | loss: 0.0311865 | val_loss: 0.031193 | Time: 1982.97 ms [2022-04-11 22:18:31 main:581] : INFO : Epoch 1600 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 1997.73 ms [2022-04-11 22:18:33 main:581] : INFO : Epoch 1601 | loss: 0.031185 | val_loss: 0.0311944 | Time: 1974.52 ms [2022-04-11 22:18:35 main:581] : INFO : Epoch 1602 | loss: 0.0311858 | val_loss: 0.0311931 | Time: 1972.58 ms [2022-04-11 22:18:37 main:581] : INFO : Epoch 1603 | loss: 0.031186 | val_loss: 0.0311933 | Time: 1936.04 ms [2022-04-11 22:18:39 main:581] : INFO : Epoch 1604 | loss: 0.0311846 | val_loss: 0.0311921 | Time: 1962.22 ms [2022-04-11 22:18:41 main:581] : INFO : Epoch 1605 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1960 ms [2022-04-11 22:18:43 main:581] : INFO : Epoch 1606 | loss: 0.0311834 | val_loss: 0.0311952 | Time: 1977.51 ms [2022-04-11 22:18:45 main:581] : INFO : Epoch 1607 | loss: 0.0311832 | val_loss: 0.0311935 | Time: 1954.01 ms [2022-04-11 22:18:47 main:581] : INFO : Epoch 1608 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 1965.95 ms [2022-04-11 22:18:49 main:581] : INFO : Epoch 1609 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 1977.2 ms [2022-04-11 22:18:51 main:581] : INFO : Epoch 1610 | loss: 0.0311833 | val_loss: 0.0311909 | Time: 2000.31 ms [2022-04-11 22:18:53 main:581] : INFO : Epoch 1611 | loss: 0.0311817 | val_loss: 0.031189 | Time: 2002.94 ms [2022-04-11 22:18:55 main:581] : INFO : Epoch 1612 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1994.25 ms [2022-04-11 22:18:57 main:581] : INFO : Epoch 1613 | loss: 0.0311834 | val_loss: 0.0311945 | Time: 1967.34 ms [2022-04-11 22:18:59 main:581] : INFO : Epoch 1614 | loss: 0.0311838 | val_loss: 0.0311986 | Time: 1998.71 ms [2022-04-11 22:19:01 main:581] : INFO : Epoch 1615 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 2008.39 ms [2022-04-11 22:19:03 main:581] : INFO : Epoch 1616 | loss: 0.0311853 | val_loss: 0.0311947 | Time: 1964.27 ms [2022-04-11 22:19:05 main:581] : INFO : Epoch 1617 | loss: 0.0311874 | val_loss: 0.031193 | Time: 1995.79 ms [2022-04-11 22:19:07 main:581] : INFO : Epoch 1618 | loss: 0.0311837 | val_loss: 0.031189 | Time: 1970.87 ms [2022-04-11 22:19:09 main:581] : INFO : Epoch 1619 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2028.26 ms [2022-04-11 22:19:11 main:581] : INFO : Epoch 1620 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 1937.68 ms [2022-04-11 22:19:13 main:581] : INFO : Epoch 1621 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 1960.63 ms [2022-04-11 22:19:15 main:581] : INFO : Epoch 1622 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 1940.82 ms [2022-04-11 22:19:17 main:581] : INFO : Epoch 1623 | loss: 0.031181 | val_loss: 0.031189 | Time: 1995.04 ms [2022-04-11 22:19:19 main:581] : INFO : Epoch 1624 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 1983.97 ms [2022-04-11 22:19:21 main:581] : INFO : Epoch 1625 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 1981.83 ms [2022-04-11 22:19:23 main:581] : INFO : Epoch 1626 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 1999.59 ms [2022-04-11 22:19:25 main:581] : INFO : Epoch 1627 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 2014.43 ms [2022-04-11 22:19:27 main:581] : INFO : Epoch 1628 | loss: 0.0311794 | val_loss: 0.0311896 | Time: 1983.99 ms [2022-04-11 22:19:29 main:581] : INFO : Epoch 1629 | loss: 0.0311808 | val_loss: 0.0311896 | Time: 2002.03 ms [2022-04-11 22:19:31 main:581] : INFO : Epoch 1630 | loss: 0.0311829 | val_loss: 0.0311921 | Time: 1984.51 ms [2022-04-11 22:19:33 main:581] : INFO : Epoch 1631 | loss: 0.0311791 | val_loss: 0.0311867 | Time: 1987.4 ms [2022-04-11 22:19:35 main:581] : INFO : Epoch 1632 | loss: 0.0311836 | val_loss: 0.0311949 | Time: 2012.83 ms [2022-04-11 22:19:37 main:581] : INFO : Epoch 1633 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 2006.05 ms [2022-04-11 22:19:39 main:581] : INFO : Epoch 1634 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 1978.74 ms [2022-04-11 22:19:41 main:581] : INFO : Epoch 1635 | loss: 0.031178 | val_loss: 0.0311855 | Time: 1979.06 ms [2022-04-11 22:19:43 main:581] : INFO : Epoch 1636 | loss: 0.0311774 | val_loss: 0.0311954 | Time: 1958.25 ms [2022-04-11 22:19:45 main:581] : INFO : Epoch 1637 | loss: 0.031183 | val_loss: 0.0311862 | Time: 1982.71 ms [2022-04-11 22:19:47 main:581] : INFO : Epoch 1638 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 1968.06 ms [2022-04-11 22:19:49 main:581] : INFO : Epoch 1639 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 1974.7 ms [2022-04-11 22:19:51 main:581] : INFO : Epoch 1640 | loss: 0.031177 | val_loss: 0.0311876 | Time: 1959.92 ms [2022-04-11 22:19:53 main:581] : INFO : Epoch 1641 | loss: 0.0311772 | val_loss: 0.0311882 | Time: 1931.03 ms [2022-04-11 22:19:55 main:581] : INFO : Epoch 1642 | loss: 0.0311771 | val_loss: 0.031188 | Time: 1959.31 ms [2022-04-11 22:19:57 main:581] : INFO : Epoch 1643 | loss: 0.0311767 | val_loss: 0.0311884 | Time: 1973.76 ms [2022-04-11 22:19:58 main:581] : INFO : Epoch 1644 | loss: 0.031178 | val_loss: 0.0311865 | Time: 1937.02 ms [2022-04-11 22:20:00 main:581] : INFO : Epoch 1645 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 1958.53 ms [2022-04-11 22:20:02 main:581] : INFO : Epoch 1646 | loss: 0.031176 | val_loss: 0.0311857 | Time: 1977.8 ms [2022-04-11 22:20:04 main:581] : INFO : Epoch 1647 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 1997.27 ms [2022-04-11 22:20:06 main:581] : INFO : Epoch 1648 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 1939.03 ms [2022-04-11 22:20:08 main:581] : INFO : Epoch 1649 | loss: 0.0311782 | val_loss: 0.0311899 | Time: 1975.63 ms [2022-04-11 22:20:10 main:581] : INFO : Epoch 1650 | loss: 0.0311772 | val_loss: 0.0311867 | Time: 1985.4 ms [2022-04-11 22:20:12 main:581] : INFO : Epoch 1651 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 1957.01 ms [2022-04-11 22:20:14 main:581] : INFO : Epoch 1652 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 1994.09 ms [2022-04-11 22:20:16 main:581] : INFO : Epoch 1653 | loss: 0.0311755 | val_loss: 0.0311861 | Time: 1991.09 ms [2022-04-11 22:20:18 main:581] : INFO : Epoch 1654 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 1975.66 ms [2022-04-11 22:20:20 main:581] : INFO : Epoch 1655 | loss: 0.0311868 | val_loss: 0.0311952 | Time: 1983.61 ms [2022-04-11 22:20:22 main:581] : INFO : Epoch 1656 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 2006.49 ms [2022-04-11 22:20:24 main:581] : INFO : Epoch 1657 | loss: 0.0311799 | val_loss: 0.0311892 | Time: 1983.1 ms [2022-04-11 22:20:26 main:581] : INFO : Epoch 1658 | loss: 0.0311816 | val_loss: 0.031185 | Time: 2003.38 ms [2022-04-11 22:20:28 main:581] : INFO : Epoch 1659 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 1982.5 ms [2022-04-11 22:20:30 main:581] : INFO : Epoch 1660 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 1999.33 ms [2022-04-11 22:20:32 main:581] : INFO : Epoch 1661 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 1996.5 ms [2022-04-11 22:20:34 main:581] : INFO : Epoch 1662 | loss: 0.0311804 | val_loss: 0.031185 | Time: 2032.75 ms [2022-04-11 22:20:36 main:581] : INFO : Epoch 1663 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1967.89 ms [2022-04-11 22:20:38 main:581] : INFO : Epoch 1664 | loss: 0.03118 | val_loss: 0.0311848 | Time: 1993.32 ms [2022-04-11 22:20:40 main:581] : INFO : Epoch 1665 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1991.83 ms [2022-04-11 22:20:42 main:581] : INFO : Epoch 1666 | loss: 0.031177 | val_loss: 0.0311829 | Time: 2005.89 ms [2022-04-11 22:20:44 main:581] : INFO : Epoch 1667 | loss: 0.0311769 | val_loss: 0.0311903 | Time: 1985.34 ms [2022-04-11 22:20:46 main:581] : INFO : Epoch 1668 | loss: 0.031179 | val_loss: 0.0311821 | Time: 1981.34 ms [2022-04-11 22:20:48 main:581] : INFO : Epoch 1669 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 1973.99 ms [2022-04-11 22:20:50 main:581] : INFO : Epoch 1670 | loss: 0.0311791 | val_loss: 0.0311933 | Time: 1971.38 ms [2022-04-11 22:20:52 main:581] : INFO : Epoch 1671 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 1983.89 ms [2022-04-11 22:20:54 main:581] : INFO : Epoch 1672 | loss: 0.0311776 | val_loss: 0.0311864 | Time: 1978.95 ms [2022-04-11 22:20:56 main:581] : INFO : Epoch 1673 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 1972.79 ms [2022-04-11 22:20:58 main:581] : INFO : Epoch 1674 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 1942.04 ms [2022-04-11 22:21:00 main:581] : INFO : Epoch 1675 | loss: 0.0311773 | val_loss: 0.0311911 | Time: 1982.51 ms [2022-04-11 22:21:02 main:581] : INFO : Epoch 1676 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1930.7 ms [2022-04-11 22:21:04 main:581] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 1943.22 ms [2022-04-11 22:21:06 main:581] : INFO : Epoch 1678 | loss: 0.0311782 | val_loss: 0.0311887 | Time: 1994.06 ms [2022-04-11 22:21:08 main:581] : INFO : Epoch 1679 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 1960.33 ms [2022-04-11 22:21:10 main:581] : INFO : Epoch 1680 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 1970.12 ms [2022-04-11 22:21:12 main:581] : INFO : Epoch 1681 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1923.04 ms [2022-04-11 22:21:14 main:581] : INFO : Epoch 1682 | loss: 0.0311753 | val_loss: 0.0311883 | Time: 1962.38 ms [2022-04-11 22:21:16 main:581] : INFO : Epoch 1683 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 1963.72 ms [2022-04-11 22:21:18 main:581] : INFO : Epoch 1684 | loss: 0.0311735 | val_loss: 0.0311851 | Time: 1970.38 ms [2022-04-11 22:21:20 main:581] : INFO : Epoch 1685 | loss: 0.031178 | val_loss: 0.0311908 | Time: 1997.2 ms [2022-04-11 22:21:22 main:581] : INFO : Epoch 1686 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 1973.25 ms [2022-04-11 22:21:23 main:581] : INFO : Epoch 1687 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 1964.81 ms [2022-04-11 22:21:25 main:581] : INFO : Epoch 1688 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 1980.06 ms [2022-04-11 22:21:27 main:581] : INFO : Epoch 1689 | loss: 0.0311766 | val_loss: 0.0311924 | Time: 1977.55 ms [2022-04-11 22:21:29 main:581] : INFO : Epoch 1690 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 1991.95 ms [2022-04-11 22:21:31 main:581] : INFO : Epoch 1691 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 2000.52 ms [2022-04-11 22:21:33 main:581] : INFO : Epoch 1692 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 1961.37 ms [2022-04-11 22:21:35 main:581] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 1958.2 ms [2022-04-11 22:21:37 main:581] : INFO : Epoch 1694 | loss: 0.0311735 | val_loss: 0.0311847 | Time: 1976.6 ms [2022-04-11 22:21:39 main:581] : INFO : Epoch 1695 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 1982.29 ms [2022-04-11 22:21:41 main:581] : INFO : Epoch 1696 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 1987.08 ms [2022-04-11 22:21:43 main:581] : INFO : Epoch 1697 | loss: 0.0311738 | val_loss: 0.031186 | Time: 1976.23 ms [2022-04-11 22:21:45 main:581] : INFO : Epoch 1698 | loss: 0.0311747 | val_loss: 0.031185 | Time: 2001.87 ms [2022-04-11 22:21:47 main:581] : INFO : Epoch 1699 | loss: 0.0311772 | val_loss: 0.0311919 | Time: 1977.1 ms [2022-04-11 22:21:49 main:581] : INFO : Epoch 1700 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 1973.93 ms [2022-04-11 22:21:51 main:581] : INFO : Epoch 1701 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 1977.29 ms [2022-04-11 22:21:53 main:581] : INFO : Epoch 1702 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 1982.41 ms [2022-04-11 22:21:55 main:581] : INFO : Epoch 1703 | loss: 0.0311739 | val_loss: 0.0311857 | Time: 1971.68 ms [2022-04-11 22:21:57 main:581] : INFO : Epoch 1704 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 2000.14 ms [2022-04-11 22:21:59 main:581] : INFO : Epoch 1705 | loss: 0.0311736 | val_loss: 0.0311838 | Time: 1984.82 ms [2022-04-11 22:22:01 main:581] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 1960.52 ms [2022-04-11 22:22:03 main:581] : INFO : Epoch 1707 | loss: 0.031174 | val_loss: 0.0311862 | Time: 1964.58 ms [2022-04-11 22:22:05 main:581] : INFO : Epoch 1708 | loss: 0.0311747 | val_loss: 0.031183 | Time: 1969.1 ms [2022-04-11 22:22:07 main:581] : INFO : Epoch 1709 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 1951.16 ms [2022-04-11 22:22:09 main:581] : INFO : Epoch 1710 | loss: 0.0311738 | val_loss: 0.031183 | Time: 1968.41 ms [2022-04-11 22:22:11 main:581] : INFO : Epoch 1711 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 1972.75 ms [2022-04-11 22:22:13 main:581] : INFO : Epoch 1712 | loss: 0.031172 | val_loss: 0.0311834 | Time: 1984.67 ms [2022-04-11 22:22:15 main:581] : INFO : Epoch 1713 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 1940.03 ms [2022-04-11 22:22:17 main:581] : INFO : Epoch 1714 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 1929.38 ms [2022-04-11 22:22:19 main:581] : INFO : Epoch 1715 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 1939.67 ms [2022-04-11 22:22:21 main:581] : INFO : Epoch 1716 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 1982.45 ms [2022-04-11 22:22:23 main:581] : INFO : Epoch 1717 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 1987.37 ms [2022-04-11 22:22:25 main:581] : INFO : Epoch 1718 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 1952.96 ms [2022-04-11 22:22:27 main:581] : INFO : Epoch 1719 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 2006.81 ms [2022-04-11 22:22:29 main:581] : INFO : Epoch 1720 | loss: 0.0311722 | val_loss: 0.031183 | Time: 2008.8 ms [2022-04-11 22:22:31 main:581] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 2005.79 ms [2022-04-11 22:22:33 main:581] : INFO : Epoch 1722 | loss: 0.0311723 | val_loss: 0.0311871 | Time: 1987.55 ms [2022-04-11 22:22:35 main:581] : INFO : Epoch 1723 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 1993.13 ms [2022-04-11 22:22:37 main:581] : INFO : Epoch 1724 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1984.98 ms [2022-04-11 22:22:39 main:581] : INFO : Epoch 1725 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 1954.49 ms [2022-04-11 22:22:41 main:581] : INFO : Epoch 1726 | loss: 0.0311715 | val_loss: 0.0311818 | Time: 1938.3 ms [2022-04-11 22:22:43 main:581] : INFO : Epoch 1727 | loss: 0.0311714 | val_loss: 0.0311934 | Time: 1980.25 ms [2022-04-11 22:22:44 main:581] : INFO : Epoch 1728 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 1965.16 ms [2022-04-11 22:22:46 main:581] : INFO : Epoch 1729 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1996.93 ms [2022-04-11 22:22:48 main:581] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1969.05 ms [2022-04-11 22:22:50 main:581] : INFO : Epoch 1731 | loss: 0.0311721 | val_loss: 0.0311852 | Time: 1996.53 ms [2022-04-11 22:22:52 main:581] : INFO : Epoch 1732 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 1989.7 ms [2022-04-11 22:22:54 main:581] : INFO : Epoch 1733 | loss: 0.0311712 | val_loss: 0.031182 | Time: 1973.45 ms [2022-04-11 22:22:56 main:581] : INFO : Epoch 1734 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 1898.99 ms [2022-04-11 22:22:58 main:581] : INFO : Epoch 1735 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 1934.42 ms [2022-04-11 22:23:00 main:581] : INFO : Epoch 1736 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 1965.18 ms [2022-04-11 22:23:02 main:581] : INFO : Epoch 1737 | loss: 0.0311708 | val_loss: 0.0311829 | Time: 1984.81 ms [2022-04-11 22:23:04 main:581] : INFO : Epoch 1738 | loss: 0.031174 | val_loss: 0.0311879 | Time: 1948.37 ms [2022-04-11 22:23:06 main:581] : INFO : Epoch 1739 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 1992.25 ms [2022-04-11 22:23:08 main:581] : INFO : Epoch 1740 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1993.23 ms [2022-04-11 22:23:10 main:581] : INFO : Epoch 1741 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 1971.27 ms [2022-04-11 22:23:12 main:581] : INFO : Epoch 1742 | loss: 0.0311702 | val_loss: 0.0311923 | Time: 2003 ms [2022-04-11 22:23:14 main:581] : INFO : Epoch 1743 | loss: 0.0311774 | val_loss: 0.031186 | Time: 1974.68 ms [2022-04-11 22:23:16 main:581] : INFO : Epoch 1744 | loss: 0.0311764 | val_loss: 0.0311899 | Time: 2001.65 ms [2022-04-11 22:23:18 main:581] : INFO : Epoch 1745 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 1971.11 ms [2022-04-11 22:23:20 main:581] : INFO : Epoch 1746 | loss: 0.0311724 | val_loss: 0.0311865 | Time: 1986.52 ms [2022-04-11 22:23:22 main:581] : INFO : Epoch 1747 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 1997.25 ms [2022-04-11 22:23:24 main:581] : INFO : Epoch 1748 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 1964.07 ms [2022-04-11 22:23:26 main:581] : INFO : Epoch 1749 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 1948.25 ms [2022-04-11 22:23:28 main:581] : INFO : Epoch 1750 | loss: 0.0311711 | val_loss: 0.0311808 | Time: 2006.52 ms [2022-04-11 22:23:30 main:581] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 1972.07 ms [2022-04-11 22:23:32 main:581] : INFO : Epoch 1752 | loss: 0.031174 | val_loss: 0.0311836 | Time: 2018.53 ms [2022-04-11 22:23:34 main:581] : INFO : Epoch 1753 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 1949.56 ms [2022-04-11 22:23:36 main:581] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 1963.63 ms [2022-04-11 22:23:38 main:581] : INFO : Epoch 1755 | loss: 0.03117 | val_loss: 0.0311812 | Time: 2002.59 ms [2022-04-11 22:23:40 main:581] : INFO : Epoch 1756 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 1997.29 ms [2022-04-11 22:23:42 main:581] : INFO : Epoch 1757 | loss: 0.0311713 | val_loss: 0.031183 | Time: 1963.36 ms [2022-04-11 22:23:44 main:581] : INFO : Epoch 1758 | loss: 0.0311711 | val_loss: 0.031184 | Time: 1998.9 ms [2022-04-11 22:23:46 main:581] : INFO : Epoch 1759 | loss: 0.0311725 | val_loss: 0.0311919 | Time: 1963.19 ms [2022-04-11 22:23:48 main:581] : INFO : Epoch 1760 | loss: 0.0311743 | val_loss: 0.0312038 | Time: 1996.76 ms [2022-04-11 22:23:50 main:581] : INFO : Epoch 1761 | loss: 0.0311829 | val_loss: 0.0311898 | Time: 1967.76 ms [2022-04-11 22:23:52 main:581] : INFO : Epoch 1762 | loss: 0.0311784 | val_loss: 0.031179 | Time: 1977.92 ms [2022-04-11 22:23:54 main:581] : INFO : Epoch 1763 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1927.12 ms [2022-04-11 22:23:56 main:581] : INFO : Epoch 1764 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 2002.26 ms [2022-04-11 22:23:58 main:581] : INFO : Epoch 1765 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 1995.03 ms [2022-04-11 22:24:00 main:581] : INFO : Epoch 1766 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 1977.28 ms [2022-04-11 22:24:02 main:581] : INFO : Epoch 1767 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 1971.91 ms [2022-04-11 22:24:04 main:581] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 2025.96 ms [2022-04-11 22:24:06 main:581] : INFO : Epoch 1769 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 1916.33 ms [2022-04-11 22:24:08 main:581] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 1939.2 ms [2022-04-11 22:24:09 main:581] : INFO : Epoch 1771 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1958.57 ms [2022-04-11 22:24:11 main:581] : INFO : Epoch 1772 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 1970.05 ms [2022-04-11 22:24:13 main:581] : INFO : Epoch 1773 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1989.88 ms [2022-04-11 22:24:15 main:581] : INFO : Epoch 1774 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 1983.98 ms [2022-04-11 22:24:17 main:581] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1969.92 ms [2022-04-11 22:24:19 main:581] : INFO : Epoch 1776 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 2004.91 ms [2022-04-11 22:24:21 main:581] : INFO : Epoch 1777 | loss: 0.031173 | val_loss: 0.0311832 | Time: 2002.47 ms [2022-04-11 22:24:23 main:581] : INFO : Epoch 1778 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 1973.64 ms [2022-04-11 22:24:25 main:581] : INFO : Epoch 1779 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 1934.16 ms [2022-04-11 22:24:27 main:581] : INFO : Epoch 1780 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1926.64 ms [2022-04-11 22:24:29 main:581] : INFO : Epoch 1781 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 1928.82 ms [2022-04-11 22:24:31 main:581] : INFO : Epoch 1782 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 1985.83 ms [2022-04-11 22:24:33 main:581] : INFO : Epoch 1783 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1905.15 ms [2022-04-11 22:24:35 main:581] : INFO : Epoch 1784 | loss: 0.0311757 | val_loss: 0.031184 | Time: 1917.98 ms [2022-04-11 22:24:37 main:581] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 1984.39 ms [2022-04-11 22:24:39 main:581] : INFO : Epoch 1786 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 1969.63 ms [2022-04-11 22:24:41 main:581] : INFO : Epoch 1787 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 1989.8 ms [2022-04-11 22:24:43 main:581] : INFO : Epoch 1788 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1947.39 ms [2022-04-11 22:24:45 main:581] : INFO : Epoch 1789 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1999.44 ms [2022-04-11 22:24:47 main:581] : INFO : Epoch 1790 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 1964.23 ms [2022-04-11 22:24:49 main:581] : INFO : Epoch 1791 | loss: 0.0311711 | val_loss: 0.0311822 | Time: 2039.11 ms [2022-04-11 22:24:51 main:581] : INFO : Epoch 1792 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1996.46 ms [2022-04-11 22:24:53 main:581] : INFO : Epoch 1793 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1962.08 ms [2022-04-11 22:24:55 main:581] : INFO : Epoch 1794 | loss: 0.0311699 | val_loss: 0.031184 | Time: 1967.92 ms [2022-04-11 22:24:57 main:581] : INFO : Epoch 1795 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 1978.75 ms [2022-04-11 22:24:59 main:581] : INFO : Epoch 1796 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 1965.91 ms [2022-04-11 22:25:01 main:581] : INFO : Epoch 1797 | loss: 0.0311699 | val_loss: 0.031182 | Time: 1968.88 ms [2022-04-11 22:25:03 main:581] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311867 | Time: 1988.96 ms [2022-04-11 22:25:05 main:581] : INFO : Epoch 1799 | loss: 0.0311724 | val_loss: 0.0311839 | Time: 1949.35 ms [2022-04-11 22:25:07 main:581] : INFO : Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311862 | Time: 1960.63 ms [2022-04-11 22:25:09 main:581] : INFO : Epoch 1801 | loss: 0.0311782 | val_loss: 0.031186 | Time: 1958.48 ms [2022-04-11 22:25:11 main:581] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311836 | Time: 1974.87 ms [2022-04-11 22:25:13 main:581] : INFO : Epoch 1803 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 1967.82 ms [2022-04-11 22:25:14 main:581] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 1954.68 ms [2022-04-11 22:25:16 main:581] : INFO : Epoch 1805 | loss: 0.0311707 | val_loss: 0.0311822 | Time: 1973.68 ms [2022-04-11 22:25:18 main:581] : INFO : Epoch 1806 | loss: 0.0311712 | val_loss: 0.031179 | Time: 1974.24 ms [2022-04-11 22:25:20 main:581] : INFO : Epoch 1807 | loss: 0.0311694 | val_loss: 0.0311807 | Time: 1971.62 ms [2022-04-11 22:25:22 main:581] : INFO : Epoch 1808 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 1944.48 ms [2022-04-11 22:25:24 main:581] : INFO : Epoch 1809 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 1975.57 ms [2022-04-11 22:25:26 main:581] : INFO : Epoch 1810 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 1965.57 ms [2022-04-11 22:25:28 main:581] : INFO : Epoch 1811 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 1970.36 ms [2022-04-11 22:25:30 main:581] : INFO : Epoch 1812 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 1964.6 ms [2022-04-11 22:25:32 main:581] : INFO : Epoch 1813 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 1970.35 ms [2022-04-11 22:25:34 main:581] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 1974.14 ms [2022-04-11 22:25:36 main:581] : INFO : Epoch 1815 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 1949.03 ms [2022-04-11 22:25:38 main:581] : INFO : Epoch 1816 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1958.4 ms [2022-04-11 22:25:40 main:581] : INFO : Epoch 1817 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 1958.25 ms [2022-04-11 22:25:42 main:581] : INFO : Epoch 1818 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 1943.1 ms [2022-04-11 22:25:44 main:581] : INFO : Epoch 1819 | loss: 0.0311722 | val_loss: 0.031183 | Time: 1978.16 ms [2022-04-11 22:25:46 main:581] : INFO : Epoch 1820 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 1972.1 ms [2022-04-11 22:25:48 main:581] : INFO : Epoch 1821 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1973.76 ms [2022-04-11 22:25:50 main:581] : INFO : Epoch 1822 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1947.43 ms [2022-04-11 22:25:52 main:581] : INFO : Epoch 1823 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 1974.02 ms [2022-04-11 22:25:54 main:581] : INFO : Epoch 1824 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1963.3 ms [2022-04-11 22:25:56 main:581] : INFO : Epoch 1825 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1955.44 ms [2022-04-11 22:25:58 main:581] : INFO : Epoch 1826 | loss: 0.0311724 | val_loss: 0.031175 | Time: 1997.21 ms [2022-04-11 22:26:00 main:581] : INFO : Epoch 1827 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 1994.43 ms [2022-04-11 22:26:02 main:581] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 1982.87 ms [2022-04-11 22:26:04 main:581] : INFO : Epoch 1829 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 1940 ms [2022-04-11 22:26:06 main:581] : INFO : Epoch 1830 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 1976.59 ms [2022-04-11 22:26:08 main:581] : INFO : Epoch 1831 | loss: 0.0311679 | val_loss: 0.031173 | Time: 1971.58 ms [2022-04-11 22:26:10 main:581] : INFO : Epoch 1832 | loss: 0.031169 | val_loss: 0.0311721 | Time: 1922.26 ms [2022-04-11 22:26:11 main:581] : INFO : Epoch 1833 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 1963.28 ms [2022-04-11 22:26:13 main:581] : INFO : Epoch 1834 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 1960.81 ms [2022-04-11 22:26:15 main:581] : INFO : Epoch 1835 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 1947.79 ms [2022-04-11 22:26:17 main:581] : INFO : Epoch 1836 | loss: 0.0311787 | val_loss: 0.0311892 | Time: 1938.01 ms [2022-04-11 22:26:19 main:581] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.031188 | Time: 1895.63 ms [2022-04-11 22:26:21 main:581] : INFO : Epoch 1838 | loss: 0.0311774 | val_loss: 0.031189 | Time: 1981.98 ms [2022-04-11 22:26:23 main:581] : INFO : Epoch 1839 | loss: 0.0311822 | val_loss: 0.03119 | Time: 1942.66 ms [2022-04-11 22:26:25 main:581] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 2025.09 ms [2022-04-11 22:26:27 main:581] : INFO : Epoch 1841 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 1939.48 ms [2022-04-11 22:26:29 main:581] : INFO : Epoch 1842 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1990.59 ms [2022-04-11 22:26:31 main:581] : INFO : Epoch 1843 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 1992.76 ms [2022-04-11 22:26:33 main:581] : INFO : Epoch 1844 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 1989.52 ms [2022-04-11 22:26:35 main:581] : INFO : Epoch 1845 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 1950.34 ms [2022-04-11 22:26:37 main:581] : INFO : Epoch 1846 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 1989.75 ms [2022-04-11 22:26:39 main:581] : INFO : Epoch 1847 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 1965.48 ms [2022-04-11 22:26:41 main:581] : INFO : Epoch 1848 | loss: 0.0311748 | val_loss: 0.031181 | Time: 1988.02 ms [2022-04-11 22:26:43 main:581] : INFO : Epoch 1849 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 1961.92 ms [2022-04-11 22:26:45 main:581] : INFO : Epoch 1850 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 1975.58 ms [2022-04-11 22:26:47 main:581] : INFO : Epoch 1851 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 1981.09 ms [2022-04-11 22:26:49 main:581] : INFO : Epoch 1852 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 1978.87 ms [2022-04-11 22:26:51 main:581] : INFO : Epoch 1853 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 1923.88 ms [2022-04-11 22:26:53 main:581] : INFO : Epoch 1854 | loss: 0.0311741 | val_loss: 0.0311808 | Time: 1939.18 ms [2022-04-11 22:26:55 main:581] : INFO : Epoch 1855 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 1992.18 ms [2022-04-11 22:26:57 main:581] : INFO : Epoch 1856 | loss: 0.0311725 | val_loss: 0.0311825 | Time: 1976.09 ms [2022-04-11 22:26:59 main:581] : INFO : Epoch 1857 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 1998.97 ms [2022-04-11 22:27:01 main:581] : INFO : Epoch 1858 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 1965.3 ms [2022-04-11 22:27:03 main:581] : INFO : Epoch 1859 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 2006.8 ms [2022-04-11 22:27:05 main:581] : INFO : Epoch 1860 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 1970.79 ms [2022-04-11 22:27:07 main:581] : INFO : Epoch 1861 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 1998.87 ms [2022-04-11 22:27:09 main:581] : INFO : Epoch 1862 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1996.2 ms [2022-04-11 22:27:11 main:581] : INFO : Epoch 1863 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1980.67 ms [2022-04-11 22:27:13 main:581] : INFO : Epoch 1864 | loss: 0.0311822 | val_loss: 0.0311811 | Time: 1967.96 ms [2022-04-11 22:27:15 main:581] : INFO : Epoch 1865 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 1981.14 ms [2022-04-11 22:27:17 main:581] : INFO : Epoch 1866 | loss: 0.031181 | val_loss: 0.0311939 | Time: 1979.79 ms [2022-04-11 22:27:19 main:581] : INFO : Epoch 1867 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 1991.87 ms [2022-04-11 22:27:21 main:581] : INFO : Epoch 1868 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1989.56 ms [2022-04-11 22:27:23 main:581] : INFO : Epoch 1869 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 1993.93 ms [2022-04-11 22:27:24 main:581] : INFO : Epoch 1870 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 1931.17 ms [2022-04-11 22:27:26 main:581] : INFO : Epoch 1871 | loss: 0.0311763 | val_loss: 0.0311847 | Time: 1988.52 ms [2022-04-11 22:27:28 main:581] : INFO : Epoch 1872 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 1990.86 ms [2022-04-11 22:27:30 main:581] : INFO : Epoch 1873 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2001.44 ms [2022-04-11 22:27:32 main:581] : INFO : Epoch 1874 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 1987.18 ms [2022-04-11 22:27:34 main:581] : INFO : Epoch 1875 | loss: 0.031185 | val_loss: 0.0311826 | Time: 1990.6 ms [2022-04-11 22:27:36 main:581] : INFO : Epoch 1876 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1972.06 ms [2022-04-11 22:27:38 main:581] : INFO : Epoch 1877 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 1975.8 ms [2022-04-11 22:27:40 main:581] : INFO : Epoch 1878 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1947.12 ms [2022-04-11 22:27:42 main:581] : INFO : Epoch 1879 | loss: 0.0311757 | val_loss: 0.031179 | Time: 2007.2 ms [2022-04-11 22:27:44 main:581] : INFO : Epoch 1880 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2013.31 ms [2022-04-11 22:27:46 main:581] : INFO : Epoch 1881 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 1992.41 ms [2022-04-11 22:27:48 main:581] : INFO : Epoch 1882 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 1895.58 ms [2022-04-11 22:27:50 main:581] : INFO : Epoch 1883 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 1977.41 ms [2022-04-11 22:27:52 main:581] : INFO : Epoch 1884 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 1991.3 ms [2022-04-11 22:27:54 main:581] : INFO : Epoch 1885 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 2002.26 ms [2022-04-11 22:27:56 main:581] : INFO : Epoch 1886 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2000.08 ms [2022-04-11 22:27:58 main:581] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 1987.84 ms [2022-04-11 22:28:00 main:581] : INFO : Epoch 1888 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 2000.12 ms [2022-04-11 22:28:02 main:581] : INFO : Epoch 1889 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 1990.23 ms [2022-04-11 22:28:04 main:581] : INFO : Epoch 1890 | loss: 0.0311745 | val_loss: 0.0311736 | Time: 1973.4 ms [2022-04-11 22:28:06 main:581] : INFO : Epoch 1891 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 2016.29 ms [2022-04-11 22:28:08 main:581] : INFO : Epoch 1892 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 2004.76 ms [2022-04-11 22:28:10 main:581] : INFO : Epoch 1893 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 1984.96 ms [2022-04-11 22:28:12 main:581] : INFO : Epoch 1894 | loss: 0.0311816 | val_loss: 0.031179 | Time: 1992.73 ms [2022-04-11 22:28:14 main:581] : INFO : Epoch 1895 | loss: 0.031182 | val_loss: 0.0311798 | Time: 1964.19 ms [2022-04-11 22:28:16 main:581] : INFO : Epoch 1896 | loss: 0.0311832 | val_loss: 0.0311811 | Time: 1976.03 ms [2022-04-11 22:28:18 main:581] : INFO : Epoch 1897 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 1935.39 ms [2022-04-11 22:28:20 main:581] : INFO : Epoch 1898 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 1957.21 ms [2022-04-11 22:28:22 main:581] : INFO : Epoch 1899 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 2017.85 ms [2022-04-11 22:28:24 main:581] : INFO : Epoch 1900 | loss: 0.0311806 | val_loss: 0.0311783 | Time: 2015.27 ms [2022-04-11 22:28:26 main:581] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1987.52 ms [2022-04-11 22:28:28 main:581] : INFO : Epoch 1902 | loss: 0.0311783 | val_loss: 0.031182 | Time: 1986.85 ms [2022-04-11 22:28:30 main:581] : INFO : Epoch 1903 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 1987.12 ms [2022-04-11 22:28:32 main:581] : INFO : Epoch 1904 | loss: 0.0311835 | val_loss: 0.0311819 | Time: 2029.39 ms [2022-04-11 22:28:34 main:581] : INFO : Epoch 1905 | loss: 0.0311824 | val_loss: 0.0311832 | Time: 2011.59 ms [2022-04-11 22:28:36 main:581] : INFO : Epoch 1906 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 1987.88 ms [2022-04-11 22:28:38 main:581] : INFO : Epoch 1907 | loss: 0.0311805 | val_loss: 0.0311768 | Time: 1971.15 ms [2022-04-11 22:28:40 main:581] : INFO : Epoch 1908 | loss: 0.0311764 | val_loss: 0.0311751 | Time: 2021.93 ms [2022-04-11 22:28:42 main:581] : INFO : Epoch 1909 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 2016.84 ms [2022-04-11 22:28:44 main:581] : INFO : Epoch 1910 | loss: 0.0311772 | val_loss: 0.031179 | Time: 2000.92 ms [2022-04-11 22:28:46 main:581] : INFO : Epoch 1911 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1999.87 ms [2022-04-11 22:28:48 main:581] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0311777 | Time: 1998.28 ms [2022-04-11 22:28:50 main:581] : INFO : Epoch 1913 | loss: 0.031176 | val_loss: 0.0311859 | Time: 1986.41 ms [2022-04-11 22:28:52 main:581] : INFO : Epoch 1914 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1910.77 ms [2022-04-11 22:28:54 main:581] : INFO : Epoch 1915 | loss: 0.0311771 | val_loss: 0.0311743 | Time: 1970.61 ms [2022-04-11 22:28:56 main:581] : INFO : Epoch 1916 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2012.71 ms [2022-04-11 22:28:58 main:581] : INFO : Epoch 1917 | loss: 0.0311854 | val_loss: 0.0311831 | Time: 1966.43 ms [2022-04-11 22:29:00 main:581] : INFO : Epoch 1918 | loss: 0.0311866 | val_loss: 0.0311817 | Time: 1980.58 ms [2022-04-11 22:29:02 main:581] : INFO : Epoch 1919 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 1988.96 ms [2022-04-11 22:29:04 main:581] : INFO : Epoch 1920 | loss: 0.0311813 | val_loss: 0.031181 | Time: 2019.05 ms [2022-04-11 22:29:06 main:581] : INFO : Epoch 1921 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 1986.22 ms [2022-04-11 22:29:08 main:581] : INFO : Epoch 1922 | loss: 0.0311801 | val_loss: 0.0311782 | Time: 2017.62 ms [2022-04-11 22:29:10 main:581] : INFO : Epoch 1923 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 1979 ms [2022-04-11 22:29:12 main:581] : INFO : Epoch 1924 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 2017.76 ms [2022-04-11 22:29:14 main:581] : INFO : Epoch 1925 | loss: 0.0311782 | val_loss: 0.03118 | Time: 1980.62 ms [2022-04-11 22:29:16 main:581] : INFO : Epoch 1926 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 2013.57 ms [2022-04-11 22:29:18 main:581] : INFO : Epoch 1927 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 1973.57 ms [2022-04-11 22:29:20 main:581] : INFO : Epoch 1928 | loss: 0.0311819 | val_loss: 0.0311796 | Time: 2034.74 ms [2022-04-11 22:29:22 main:581] : INFO : Epoch 1929 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 1969.56 ms [2022-04-11 22:29:24 main:581] : INFO : Epoch 1930 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1996.94 ms [2022-04-11 22:29:26 main:581] : INFO : Epoch 1931 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1992.94 ms [2022-04-11 22:29:28 main:581] : INFO : Epoch 1932 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 1976.67 ms [2022-04-11 22:29:30 main:581] : INFO : Epoch 1933 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 2001.52 ms [2022-04-11 22:29:32 main:581] : INFO : Epoch 1934 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 1973.63 ms [2022-04-11 22:29:34 main:581] : INFO : Epoch 1935 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 2010.89 ms [2022-04-11 22:29:36 main:581] : INFO : Epoch 1936 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1990.48 ms [2022-04-11 22:29:38 main:581] : INFO : Epoch 1937 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 2012.08 ms [2022-04-11 22:29:40 main:581] : INFO : Epoch 1938 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 1980.61 ms [2022-04-11 22:29:42 main:581] : INFO : Epoch 1939 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 1999.52 ms [2022-04-11 22:29:44 main:581] : INFO : Epoch 1940 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 1945.45 ms [2022-04-11 22:29:46 main:581] : INFO : Epoch 1941 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 2005.69 ms [2022-04-11 22:29:48 main:581] : INFO : Epoch 1942 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1983.57 ms [2022-04-11 22:29:50 main:581] : INFO : Epoch 1943 | loss: 0.031178 | val_loss: 0.031181 | Time: 2000.94 ms [2022-04-11 22:29:52 main:581] : INFO : Epoch 1944 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 2003.82 ms [2022-04-11 22:29:54 main:581] : INFO : Epoch 1945 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1985.02 ms [2022-04-11 22:29:56 main:581] : INFO : Epoch 1946 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 1974.3 ms [2022-04-11 22:29:58 main:581] : INFO : Epoch 1947 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1980.14 ms [2022-04-11 22:30:00 main:581] : INFO : Epoch 1948 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 1958.15 ms [2022-04-11 22:30:02 main:581] : INFO : Epoch 1949 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 1993.55 ms [2022-04-11 22:30:04 main:581] : INFO : Epoch 1950 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1980.76 ms [2022-04-11 22:30:06 main:581] : INFO : Epoch 1951 | loss: 0.0311733 | val_loss: 0.031176 | Time: 1949.41 ms [2022-04-11 22:30:08 main:581] : INFO : Epoch 1952 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1997.99 ms [2022-04-11 22:30:10 main:581] : INFO : Epoch 1953 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1993.72 ms [2022-04-11 22:30:12 main:581] : INFO : Epoch 1954 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 1980.41 ms [2022-04-11 22:30:14 main:581] : INFO : Epoch 1955 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 1988.46 ms [2022-04-11 22:30:16 main:581] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1982.98 ms [2022-04-11 22:30:17 main:581] : INFO : Epoch 1957 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 1962.26 ms [2022-04-11 22:30:19 main:581] : INFO : Epoch 1958 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 1986.7 ms [2022-04-11 22:30:21 main:581] : INFO : Epoch 1959 | loss: 0.0311739 | val_loss: 0.031182 | Time: 2003.58 ms [2022-04-11 22:30:23 main:581] : INFO : Epoch 1960 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 2020.81 ms [2022-04-11 22:30:25 main:581] : INFO : Epoch 1961 | loss: 0.0311731 | val_loss: 0.031178 | Time: 1895.81 ms [2022-04-11 22:30:27 main:581] : INFO : Epoch 1962 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1903.78 ms [2022-04-11 22:30:29 main:581] : INFO : Epoch 1963 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1958.99 ms [2022-04-11 22:30:31 main:581] : INFO : Epoch 1964 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1983.63 ms [2022-04-11 22:30:33 main:581] : INFO : Epoch 1965 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 1984.41 ms [2022-04-11 22:30:35 main:581] : INFO : Epoch 1966 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1986.9 ms [2022-04-11 22:30:37 main:581] : INFO : Epoch 1967 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1959.17 ms [2022-04-11 22:30:39 main:581] : INFO : Epoch 1968 | loss: 0.0311715 | val_loss: 0.031183 | Time: 1967.02 ms [2022-04-11 22:30:41 main:581] : INFO : Epoch 1969 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1955.33 ms [2022-04-11 22:30:43 main:581] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 1944.28 ms [2022-04-11 22:30:45 main:581] : INFO : Epoch 1971 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 1992.5 ms [2022-04-11 22:30:47 main:581] : INFO : Epoch 1972 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 2007.19 ms [2022-04-11 22:30:49 main:581] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 1969.89 ms [2022-04-11 22:30:51 main:581] : INFO : Epoch 1974 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 1949.52 ms [2022-04-11 22:30:53 main:581] : INFO : Epoch 1975 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 1993.42 ms [2022-04-11 22:30:55 main:581] : INFO : Epoch 1976 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1997.38 ms [2022-04-11 22:30:57 main:581] : INFO : Epoch 1977 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1917.08 ms [2022-04-11 22:30:59 main:581] : INFO : Epoch 1978 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2011.02 ms [2022-04-11 22:31:01 main:581] : INFO : Epoch 1979 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1979.77 ms [2022-04-11 22:31:03 main:581] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 2019.96 ms [2022-04-11 22:31:05 main:581] : INFO : Epoch 1981 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1996.63 ms [2022-04-11 22:31:07 main:581] : INFO : Epoch 1982 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 2021.94 ms [2022-04-11 22:31:09 main:581] : INFO : Epoch 1983 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 2007.37 ms [2022-04-11 22:31:11 main:581] : INFO : Epoch 1984 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2009.23 ms [2022-04-11 22:31:13 main:581] : INFO : Epoch 1985 | loss: 0.031172 | val_loss: 0.0311757 | Time: 2009.21 ms [2022-04-11 22:31:15 main:581] : INFO : Epoch 1986 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 2019.55 ms [2022-04-11 22:31:17 main:581] : INFO : Epoch 1987 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 2001.65 ms [2022-04-11 22:31:19 main:581] : INFO : Epoch 1988 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1973.25 ms [2022-04-11 22:31:21 main:581] : INFO : Epoch 1989 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1931.99 ms [2022-04-11 22:31:23 main:581] : INFO : Epoch 1990 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1995.17 ms [2022-04-11 22:31:25 main:581] : INFO : Epoch 1991 | loss: 0.0311736 | val_loss: 0.0311738 | Time: 2004.49 ms [2022-04-11 22:31:27 main:581] : INFO : Epoch 1992 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 1956.52 ms [2022-04-11 22:31:29 main:581] : INFO : Epoch 1993 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 1997.59 ms [2022-04-11 22:31:31 main:581] : INFO : Epoch 1994 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 1998.26 ms [2022-04-11 22:31:33 main:581] : INFO : Epoch 1995 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 2001.13 ms [2022-04-11 22:31:35 main:581] : INFO : Epoch 1996 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 2006.95 ms [2022-04-11 22:31:37 main:581] : INFO : Epoch 1997 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 1968.08 ms [2022-04-11 22:31:39 main:581] : INFO : Epoch 1998 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 1976.01 ms [2022-04-11 22:31:41 main:581] : INFO : Epoch 1999 | loss: 0.0311705 | val_loss: 0.0311738 | Time: 2005.08 ms [2022-04-11 22:31:43 main:581] : INFO : Epoch 2000 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 2005.67 ms [2022-04-11 22:31:45 main:581] : INFO : Epoch 2001 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2017.81 ms [2022-04-11 22:31:47 main:581] : INFO : Epoch 2002 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1990.57 ms [2022-04-11 22:31:49 main:581] : INFO : Epoch 2003 | loss: 0.0311692 | val_loss: 0.0311733 | Time: 2000.14 ms [2022-04-11 22:31:51 main:581] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2000.84 ms [2022-04-11 22:31:53 main:581] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311736 | Time: 2002.19 ms [2022-04-11 22:31:55 main:581] : INFO : Epoch 2006 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 2016.11 ms [2022-04-11 22:31:57 main:581] : INFO : Epoch 2007 | loss: 0.0311717 | val_loss: 0.0311831 | Time: 2002.33 ms [2022-04-11 22:31:59 main:581] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311745 | Time: 1982.63 ms [2022-04-11 22:32:01 main:581] : INFO : Epoch 2009 | loss: 0.0311701 | val_loss: 0.0311745 | Time: 2008.85 ms [2022-04-11 22:32:03 main:581] : INFO : Epoch 2010 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 2013.98 ms [2022-04-11 22:32:05 main:581] : INFO : Epoch 2011 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 2004.5 ms [2022-04-11 22:32:07 main:581] : INFO : Epoch 2012 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 2005.15 ms [2022-04-11 22:32:09 main:581] : INFO : Epoch 2013 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 2023.49 ms [2022-04-11 22:32:11 main:581] : INFO : Epoch 2014 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 1990.59 ms [2022-04-11 22:32:13 main:581] : INFO : Epoch 2015 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 1984.96 ms [2022-04-11 22:32:15 main:581] : INFO : Epoch 2016 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2004.64 ms [2022-04-11 22:32:17 main:581] : INFO : Epoch 2017 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 2018.36 ms [2022-04-11 22:32:19 main:581] : INFO : Epoch 2018 | loss: 0.03117 | val_loss: 0.0311736 | Time: 1930.79 ms [2022-04-11 22:32:21 main:581] : INFO : Epoch 2019 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1968.62 ms [2022-04-11 22:32:23 main:581] : INFO : Epoch 2020 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2005.66 ms [2022-04-11 22:32:25 main:581] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2002.22 ms [2022-04-11 22:32:27 main:581] : INFO : Epoch 2022 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1977.01 ms [2022-04-11 22:32:29 main:581] : INFO : Epoch 2023 | loss: 0.0311688 | val_loss: 0.031177 | Time: 1983.67 ms [2022-04-11 22:32:31 main:581] : INFO : Epoch 2024 | loss: 0.031167 | val_loss: 0.0311753 | Time: 1995.79 ms [2022-04-11 22:32:33 main:581] : INFO : Epoch 2025 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 1990.96 ms [2022-04-11 22:32:35 main:581] : INFO : Epoch 2026 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 1997.2 ms [2022-04-11 22:32:37 main:581] : INFO : Epoch 2027 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1989.19 ms [2022-04-11 22:32:39 main:581] : INFO : Epoch 2028 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 2003.13 ms [2022-04-11 22:32:41 main:581] : INFO : Epoch 2029 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 1993.44 ms [2022-04-11 22:32:43 main:581] : INFO : Epoch 2030 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2042.68 ms [2022-04-11 22:32:45 main:581] : INFO : Epoch 2031 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2018.56 ms [2022-04-11 22:32:47 main:581] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1991.66 ms [2022-04-11 22:32:49 main:581] : INFO : Epoch 2033 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 2016.02 ms [2022-04-11 22:32:51 main:581] : INFO : Epoch 2034 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 1991.25 ms [2022-04-11 22:32:53 main:581] : INFO : Epoch 2035 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 2000.93 ms [2022-04-11 22:32:55 main:581] : INFO : Epoch 2036 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2007.54 ms [2022-04-11 22:32:57 main:581] : INFO : Epoch 2037 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2011.95 ms [2022-04-11 22:32:59 main:581] : INFO : Epoch 2038 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1945.63 ms [2022-04-11 22:33:01 main:581] : INFO : Epoch 2039 | loss: 0.031168 | val_loss: 0.0311726 | Time: 2000.98 ms [2022-04-11 22:33:03 main:581] : INFO : Epoch 2040 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1948.9 ms [2022-04-11 22:33:05 main:581] : INFO : Epoch 2041 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 1972.88 ms [2022-04-11 22:33:07 main:581] : INFO : Epoch 2042 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1984.59 ms [2022-04-11 22:33:09 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1998.18 ms [2022-04-11 22:33:11 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2004.53 ms [2022-04-11 22:33:13 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2006.63 ms [2022-04-11 22:33:15 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1986.87 ms [2022-04-11 22:33:17 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2004.94 ms [2022-04-11 22:33:19 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1987.97 ms [2022-04-11 22:33:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-11 22:33:19 main:610] : INFO : Saving end state to config to file [2022-04-11 22:33:19 main:615] : INFO : Success, exiting.. 22:33:19 (270407): 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)