Task 14618636
| Name | ParityModified-1647041160-23163-2-0_1 |
| Workunit | 11027909 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 3:22:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 45 sec |
| CPU time | 1 hours 7 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| 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> 04:49 main:581] : INFO : Epoch 1538 | loss: 0.0312021 | val_loss: 0.0311987 | Time: 1980.34 ms [2022-04-12 20:04:51 main:581] : INFO : Epoch 1539 | loss: 0.0312022 | val_loss: 0.031199 | Time: 2002.86 ms [2022-04-12 20:04:53 main:581] : INFO : Epoch 1540 | loss: 0.0312023 | val_loss: 0.0311993 | Time: 1996.4 ms [2022-04-12 20:04:55 main:581] : INFO : Epoch 1541 | loss: 0.0312024 | val_loss: 0.0311989 | Time: 2018.29 ms [2022-04-12 20:04:57 main:581] : INFO : Epoch 1542 | loss: 0.0312026 | val_loss: 0.0311989 | Time: 1948.19 ms [2022-04-12 20:04:59 main:581] : INFO : Epoch 1543 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 1980.97 ms [2022-04-12 20:05:01 main:581] : INFO : Epoch 1544 | loss: 0.0312025 | val_loss: 0.031199 | Time: 1958.32 ms [2022-04-12 20:05:03 main:581] : INFO : Epoch 1545 | loss: 0.0312021 | val_loss: 0.031199 | Time: 1975.66 ms [2022-04-12 20:05:05 main:581] : INFO : Epoch 1546 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 1965.28 ms [2022-04-12 20:05:07 main:581] : INFO : Epoch 1547 | loss: 0.0312029 | val_loss: 0.0311986 | Time: 1953.8 ms [2022-04-12 20:05:09 main:581] : INFO : Epoch 1548 | loss: 0.0312031 | val_loss: 0.0311993 | Time: 1979.04 ms [2022-04-12 20:05:11 main:581] : INFO : Epoch 1549 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 1993.39 ms [2022-04-12 20:05:13 main:581] : INFO : Epoch 1550 | loss: 0.0312029 | val_loss: 0.0311986 | Time: 1931.04 ms [2022-04-12 20:05:15 main:581] : INFO : Epoch 1551 | loss: 0.0312006 | val_loss: 0.0311996 | Time: 1983.44 ms [2022-04-12 20:05:17 main:581] : INFO : Epoch 1552 | loss: 0.0311986 | val_loss: 0.031195 | Time: 1972.41 ms [2022-04-12 20:05:19 main:581] : INFO : Epoch 1553 | loss: 0.0311967 | val_loss: 0.0311937 | Time: 2013.75 ms [2022-04-12 20:05:21 main:581] : INFO : Epoch 1554 | loss: 0.0311963 | val_loss: 0.031193 | Time: 1944.9 ms [2022-04-12 20:05:23 main:581] : INFO : Epoch 1555 | loss: 0.0311952 | val_loss: 0.0311921 | Time: 1976.54 ms [2022-04-12 20:05:25 main:581] : INFO : Epoch 1556 | loss: 0.0311943 | val_loss: 0.031192 | Time: 1995.07 ms [2022-04-12 20:05:27 main:581] : INFO : Epoch 1557 | loss: 0.0311934 | val_loss: 0.0311918 | Time: 1877.78 ms [2022-04-12 20:05:29 main:581] : INFO : Epoch 1558 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 1965.62 ms [2022-04-12 20:05:31 main:581] : INFO : Epoch 1559 | loss: 0.0311934 | val_loss: 0.0311912 | Time: 2013.72 ms [2022-04-12 20:05:33 main:581] : INFO : Epoch 1560 | loss: 0.0311925 | val_loss: 0.03119 | Time: 1990.96 ms [2022-04-12 20:05:35 main:581] : INFO : Epoch 1561 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 1983.73 ms [2022-04-12 20:05:37 main:581] : INFO : Epoch 1562 | loss: 0.0311919 | val_loss: 0.0311897 | Time: 1962.12 ms [2022-04-12 20:05:39 main:581] : INFO : Epoch 1563 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 1975.94 ms [2022-04-12 20:05:41 main:581] : INFO : Epoch 1564 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 1985.21 ms [2022-04-12 20:05:43 main:581] : INFO : Epoch 1565 | loss: 0.031193 | val_loss: 0.0311938 | Time: 1944.87 ms [2022-04-12 20:05:45 main:581] : INFO : Epoch 1566 | loss: 0.0311953 | val_loss: 0.0311928 | Time: 1991.62 ms [2022-04-12 20:05:47 main:581] : INFO : Epoch 1567 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 1903.49 ms [2022-04-12 20:05:49 main:581] : INFO : Epoch 1568 | loss: 0.0311912 | val_loss: 0.0311896 | Time: 1911.48 ms [2022-04-12 20:05:50 main:581] : INFO : Epoch 1569 | loss: 0.0311897 | val_loss: 0.0311895 | Time: 1933.59 ms [2022-04-12 20:05:52 main:581] : INFO : Epoch 1570 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 1948.8 ms [2022-04-12 20:05:54 main:581] : INFO : Epoch 1571 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1964.28 ms [2022-04-12 20:05:56 main:581] : INFO : Epoch 1572 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 1989.93 ms [2022-04-12 20:05:58 main:581] : INFO : Epoch 1573 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 1961.49 ms [2022-04-12 20:06:00 main:581] : INFO : Epoch 1574 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 1995.17 ms [2022-04-12 20:06:02 main:581] : INFO : Epoch 1575 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 1993.59 ms [2022-04-12 20:06:04 main:581] : INFO : Epoch 1576 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 2021.78 ms [2022-04-12 20:06:06 main:581] : INFO : Epoch 1577 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 1968.15 ms [2022-04-12 20:06:08 main:581] : INFO : Epoch 1578 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 1978.33 ms [2022-04-12 20:06:10 main:581] : INFO : Epoch 1579 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 1984.9 ms [2022-04-12 20:06:12 main:581] : INFO : Epoch 1580 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 1972.81 ms [2022-04-12 20:06:14 main:581] : INFO : Epoch 1581 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 1950.17 ms [2022-04-12 20:06:16 main:581] : INFO : Epoch 1582 | loss: 0.0311891 | val_loss: 0.0311934 | Time: 2007.69 ms [2022-04-12 20:06:18 main:581] : INFO : Epoch 1583 | loss: 0.0311893 | val_loss: 0.0311904 | Time: 1980.89 ms [2022-04-12 20:06:20 main:581] : INFO : Epoch 1584 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 1968.99 ms [2022-04-12 20:06:22 main:581] : INFO : Epoch 1585 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 1936.58 ms [2022-04-12 20:06:24 main:581] : INFO : Epoch 1586 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 1963.31 ms [2022-04-12 20:06:26 main:581] : INFO : Epoch 1587 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 1927.66 ms [2022-04-12 20:06:28 main:581] : INFO : Epoch 1588 | loss: 0.0311872 | val_loss: 0.0311961 | Time: 1953.66 ms [2022-04-12 20:06:30 main:581] : INFO : Epoch 1589 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 1960.11 ms [2022-04-12 20:06:32 main:581] : INFO : Epoch 1590 | loss: 0.031187 | val_loss: 0.0311912 | Time: 1973.9 ms [2022-04-12 20:06:34 main:581] : INFO : Epoch 1591 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 1930.86 ms [2022-04-12 20:06:36 main:581] : INFO : Epoch 1592 | loss: 0.0311858 | val_loss: 0.0311933 | Time: 1959.82 ms [2022-04-12 20:06:38 main:581] : INFO : Epoch 1593 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 1895.69 ms [2022-04-12 20:06:40 main:581] : INFO : Epoch 1594 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 1981.41 ms [2022-04-12 20:06:42 main:581] : INFO : Epoch 1595 | loss: 0.031191 | val_loss: 0.0311937 | Time: 1977.84 ms [2022-04-12 20:06:44 main:581] : INFO : Epoch 1596 | loss: 0.0311909 | val_loss: 0.0311991 | Time: 1962.56 ms [2022-04-12 20:06:46 main:581] : INFO : Epoch 1597 | loss: 0.0311881 | val_loss: 0.0311948 | Time: 1957.74 ms [2022-04-12 20:06:48 main:581] : INFO : Epoch 1598 | loss: 0.0311863 | val_loss: 0.0311933 | Time: 1970.66 ms [2022-04-12 20:06:50 main:581] : INFO : Epoch 1599 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 1999.36 ms [2022-04-12 20:06:51 main:581] : INFO : Epoch 1600 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1940.3 ms [2022-04-12 20:06:53 main:581] : INFO : Epoch 1601 | loss: 0.0311832 | val_loss: 0.0311903 | Time: 1970.1 ms [2022-04-12 20:06:55 main:581] : INFO : Epoch 1602 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 2010.76 ms [2022-04-12 20:06:57 main:581] : INFO : Epoch 1603 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 1980.36 ms [2022-04-12 20:06:59 main:581] : INFO : Epoch 1604 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 1993.32 ms [2022-04-12 20:07:01 main:581] : INFO : Epoch 1605 | loss: 0.0311794 | val_loss: 0.0311949 | Time: 1973.87 ms [2022-04-12 20:07:03 main:581] : INFO : Epoch 1606 | loss: 0.0311793 | val_loss: 0.0311898 | Time: 1930.07 ms [2022-04-12 20:07:05 main:581] : INFO : Epoch 1607 | loss: 0.0311778 | val_loss: 0.0311874 | Time: 1998.68 ms [2022-04-12 20:07:07 main:581] : INFO : Epoch 1608 | loss: 0.031176 | val_loss: 0.0311831 | Time: 2029.12 ms [2022-04-12 20:07:09 main:581] : INFO : Epoch 1609 | loss: 0.0311767 | val_loss: 0.0311895 | Time: 1988.36 ms [2022-04-12 20:07:11 main:581] : INFO : Epoch 1610 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2006.88 ms [2022-04-12 20:07:13 main:581] : INFO : Epoch 1611 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 2013.79 ms [2022-04-12 20:07:15 main:581] : INFO : Epoch 1612 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2018.94 ms [2022-04-12 20:07:17 main:581] : INFO : Epoch 1613 | loss: 0.0311716 | val_loss: 0.0311858 | Time: 2010.49 ms [2022-04-12 20:07:19 main:581] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311915 | Time: 2013.02 ms [2022-04-12 20:07:21 main:581] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 2016.54 ms [2022-04-12 20:07:23 main:581] : INFO : Epoch 1616 | loss: 0.031176 | val_loss: 0.0311818 | Time: 2011.28 ms [2022-04-12 20:07:25 main:581] : INFO : Epoch 1617 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2008.4 ms [2022-04-12 20:07:27 main:581] : INFO : Epoch 1618 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 2013.27 ms [2022-04-12 20:07:29 main:581] : INFO : Epoch 1619 | loss: 0.0311699 | val_loss: 0.03118 | Time: 2015.2 ms [2022-04-12 20:07:31 main:581] : INFO : Epoch 1620 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 2017.17 ms [2022-04-12 20:07:33 main:581] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 1965.65 ms [2022-04-12 20:07:35 main:581] : INFO : Epoch 1622 | loss: 0.0311682 | val_loss: 0.0311815 | Time: 1940.64 ms [2022-04-12 20:07:37 main:581] : INFO : Epoch 1623 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 2014.82 ms [2022-04-12 20:07:39 main:581] : INFO : Epoch 1624 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 2019.49 ms [2022-04-12 20:07:41 main:581] : INFO : Epoch 1625 | loss: 0.0311641 | val_loss: 0.0311777 | Time: 2019.91 ms [2022-04-12 20:07:43 main:581] : INFO : Epoch 1626 | loss: 0.0311664 | val_loss: 0.0311841 | Time: 2018.71 ms [2022-04-12 20:07:45 main:581] : INFO : Epoch 1627 | loss: 0.0311672 | val_loss: 0.0311834 | Time: 2015.18 ms [2022-04-12 20:07:48 main:581] : INFO : Epoch 1628 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 2021.7 ms [2022-04-12 20:07:50 main:581] : INFO : Epoch 1629 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 2017.05 ms [2022-04-12 20:07:52 main:581] : INFO : Epoch 1630 | loss: 0.0311692 | val_loss: 0.0312133 | Time: 1991.72 ms [2022-04-12 20:07:53 main:581] : INFO : Epoch 1631 | loss: 0.031178 | val_loss: 0.0311866 | Time: 1982.4 ms [2022-04-12 20:07:55 main:581] : INFO : Epoch 1632 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 1947.19 ms [2022-04-12 20:07:57 main:581] : INFO : Epoch 1633 | loss: 0.0311615 | val_loss: 0.0311746 | Time: 1965.37 ms [2022-04-12 20:07:59 main:581] : INFO : Epoch 1634 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 1957.7 ms [2022-04-12 20:08:01 main:581] : INFO : Epoch 1635 | loss: 0.0311627 | val_loss: 0.0311803 | Time: 1964.51 ms [2022-04-12 20:08:03 main:581] : INFO : Epoch 1636 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1995.67 ms [2022-04-12 20:08:05 main:581] : INFO : Epoch 1637 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 1961.57 ms [2022-04-12 20:08:07 main:581] : INFO : Epoch 1638 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 1933.96 ms [2022-04-12 20:08:09 main:581] : INFO : Epoch 1639 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 1982.75 ms [2022-04-12 20:08:11 main:581] : INFO : Epoch 1640 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 1961.05 ms [2022-04-12 20:08:13 main:581] : INFO : Epoch 1641 | loss: 0.0311599 | val_loss: 0.0311783 | Time: 1970.74 ms [2022-04-12 20:08:15 main:581] : INFO : Epoch 1642 | loss: 0.0311574 | val_loss: 0.0311734 | Time: 1983.66 ms [2022-04-12 20:08:17 main:581] : INFO : Epoch 1643 | loss: 0.0311559 | val_loss: 0.0311782 | Time: 1872.18 ms [2022-04-12 20:08:19 main:581] : INFO : Epoch 1644 | loss: 0.0311553 | val_loss: 0.0311742 | Time: 1959.71 ms [2022-04-12 20:08:21 main:581] : INFO : Epoch 1645 | loss: 0.0311543 | val_loss: 0.0311767 | Time: 2000.37 ms [2022-04-12 20:08:23 main:581] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.031181 | Time: 1981.47 ms [2022-04-12 20:08:25 main:581] : INFO : Epoch 1647 | loss: 0.0311632 | val_loss: 0.0311837 | Time: 1909.15 ms [2022-04-12 20:08:27 main:581] : INFO : Epoch 1648 | loss: 0.0311577 | val_loss: 0.0311789 | Time: 1954.87 ms [2022-04-12 20:08:29 main:581] : INFO : Epoch 1649 | loss: 0.03116 | val_loss: 0.0311793 | Time: 2009.15 ms [2022-04-12 20:08:31 main:581] : INFO : Epoch 1650 | loss: 0.0311597 | val_loss: 0.0311772 | Time: 2015.96 ms [2022-04-12 20:08:33 main:581] : INFO : Epoch 1651 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 2008.36 ms [2022-04-12 20:08:35 main:581] : INFO : Epoch 1652 | loss: 0.0311518 | val_loss: 0.0311866 | Time: 2021.81 ms [2022-04-12 20:08:37 main:581] : INFO : Epoch 1653 | loss: 0.0311525 | val_loss: 0.0311744 | Time: 2011.04 ms [2022-04-12 20:08:39 main:581] : INFO : Epoch 1654 | loss: 0.0311509 | val_loss: 0.0311762 | Time: 2023.15 ms [2022-04-12 20:08:41 main:581] : INFO : Epoch 1655 | loss: 0.0311565 | val_loss: 0.0311886 | Time: 2014.6 ms [2022-04-12 20:08:43 main:581] : INFO : Epoch 1656 | loss: 0.0311614 | val_loss: 0.0311762 | Time: 2019.43 ms [2022-04-12 20:08:45 main:581] : INFO : Epoch 1657 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 2007.46 ms [2022-04-12 20:08:47 main:581] : INFO : Epoch 1658 | loss: 0.031153 | val_loss: 0.0311763 | Time: 2015.19 ms [2022-04-12 20:08:49 main:581] : INFO : Epoch 1659 | loss: 0.0311494 | val_loss: 0.0311761 | Time: 2014.85 ms [2022-04-12 20:08:51 main:581] : INFO : Epoch 1660 | loss: 0.0311495 | val_loss: 0.0311732 | Time: 1978.17 ms [2022-04-12 20:08:53 main:581] : INFO : Epoch 1661 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 1958.93 ms [2022-04-12 20:08:55 main:581] : INFO : Epoch 1662 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 1933.53 ms [2022-04-12 20:08:57 main:581] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311674 | Time: 2019.76 ms [2022-04-12 20:08:59 main:581] : INFO : Epoch 1664 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2017.83 ms [2022-04-12 20:09:01 main:581] : INFO : Epoch 1665 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 2035.3 ms [2022-04-12 20:09:03 main:581] : INFO : Epoch 1666 | loss: 0.0311564 | val_loss: 0.0311731 | Time: 2022 ms [2022-04-12 20:09:05 main:581] : INFO : Epoch 1667 | loss: 0.031158 | val_loss: 0.0311659 | Time: 2023.6 ms [2022-04-12 20:09:07 main:581] : INFO : Epoch 1668 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2018.82 ms [2022-04-12 20:09:09 main:581] : INFO : Epoch 1669 | loss: 0.0311527 | val_loss: 0.0311683 | Time: 2024.43 ms [2022-04-12 20:09:11 main:581] : INFO : Epoch 1670 | loss: 0.031153 | val_loss: 0.0311675 | Time: 2005.12 ms [2022-04-12 20:09:13 main:581] : INFO : Epoch 1671 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 2020.03 ms [2022-04-12 20:09:15 main:581] : INFO : Epoch 1672 | loss: 0.0311496 | val_loss: 0.0311743 | Time: 2011.54 ms [2022-04-12 20:09:17 main:581] : INFO : Epoch 1673 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 1960.97 ms [2022-04-12 20:09:19 main:581] : INFO : Epoch 1674 | loss: 0.0311454 | val_loss: 0.0311672 | Time: 1954.47 ms [2022-04-12 20:09:21 main:581] : INFO : Epoch 1675 | loss: 0.0311475 | val_loss: 0.0311721 | Time: 1955.24 ms [2022-04-12 20:09:23 main:581] : INFO : Epoch 1676 | loss: 0.0311475 | val_loss: 0.0311659 | Time: 1923.65 ms [2022-04-12 20:09:25 main:581] : INFO : Epoch 1677 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 1975.17 ms [2022-04-12 20:09:27 main:581] : INFO : Epoch 1678 | loss: 0.0311429 | val_loss: 0.0311694 | Time: 1972.28 ms [2022-04-12 20:09:29 main:581] : INFO : Epoch 1679 | loss: 0.0311465 | val_loss: 0.0311718 | Time: 1980.42 ms [2022-04-12 20:09:31 main:581] : INFO : Epoch 1680 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 1918.61 ms [2022-04-12 20:09:33 main:581] : INFO : Epoch 1681 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 1933.57 ms [2022-04-12 20:09:35 main:581] : INFO : Epoch 1682 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 1945 ms [2022-04-12 20:09:37 main:581] : INFO : Epoch 1683 | loss: 0.0311416 | val_loss: 0.0311698 | Time: 1940.86 ms [2022-04-12 20:09:38 main:581] : INFO : Epoch 1684 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 1948.45 ms [2022-04-12 20:09:40 main:581] : INFO : Epoch 1685 | loss: 0.0311429 | val_loss: 0.0311713 | Time: 1921.63 ms [2022-04-12 20:09:42 main:581] : INFO : Epoch 1686 | loss: 0.0311396 | val_loss: 0.031176 | Time: 1941.05 ms [2022-04-12 20:09:44 main:581] : INFO : Epoch 1687 | loss: 0.0311406 | val_loss: 0.0311681 | Time: 1897.64 ms [2022-04-12 20:09:46 main:581] : INFO : Epoch 1688 | loss: 0.0311395 | val_loss: 0.0311713 | Time: 1952.75 ms [2022-04-12 20:09:48 main:581] : INFO : Epoch 1689 | loss: 0.0311384 | val_loss: 0.0311704 | Time: 1966.49 ms [2022-04-12 20:09:50 main:581] : INFO : Epoch 1690 | loss: 0.0311395 | val_loss: 0.0311695 | Time: 1970.1 ms [2022-04-12 20:09:52 main:581] : INFO : Epoch 1691 | loss: 0.0311364 | val_loss: 0.0311682 | Time: 1988.29 ms [2022-04-12 20:09:54 main:581] : INFO : Epoch 1692 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 1952.53 ms [2022-04-12 20:09:56 main:581] : INFO : Epoch 1693 | loss: 0.0311388 | val_loss: 0.0311705 | Time: 1948.75 ms [2022-04-12 20:09:58 main:581] : INFO : Epoch 1694 | loss: 0.0311371 | val_loss: 0.0311729 | Time: 1999.11 ms [2022-04-12 20:10:00 main:581] : INFO : Epoch 1695 | loss: 0.0311398 | val_loss: 0.0311691 | Time: 1968.53 ms [2022-04-12 20:10:02 main:581] : INFO : Epoch 1696 | loss: 0.031138 | val_loss: 0.0311731 | Time: 1985.06 ms [2022-04-12 20:10:04 main:581] : INFO : Epoch 1697 | loss: 0.0311378 | val_loss: 0.0311734 | Time: 2004.17 ms [2022-04-12 20:10:06 main:581] : INFO : Epoch 1698 | loss: 0.031138 | val_loss: 0.031168 | Time: 1944.37 ms [2022-04-12 20:10:08 main:581] : INFO : Epoch 1699 | loss: 0.0311336 | val_loss: 0.031174 | Time: 1968.07 ms [2022-04-12 20:10:10 main:581] : INFO : Epoch 1700 | loss: 0.0311328 | val_loss: 0.0311651 | Time: 1991.38 ms [2022-04-12 20:10:12 main:581] : INFO : Epoch 1701 | loss: 0.0311326 | val_loss: 0.0311752 | Time: 1988.2 ms [2022-04-12 20:10:14 main:581] : INFO : Epoch 1702 | loss: 0.0311343 | val_loss: 0.0311746 | Time: 1899.52 ms [2022-04-12 20:10:16 main:581] : INFO : Epoch 1703 | loss: 0.0311394 | val_loss: 0.0311691 | Time: 1926.4 ms [2022-04-12 20:10:18 main:581] : INFO : Epoch 1704 | loss: 0.0311348 | val_loss: 0.0311817 | Time: 1954.36 ms [2022-04-12 20:10:20 main:581] : INFO : Epoch 1705 | loss: 0.0311403 | val_loss: 0.031169 | Time: 1950.02 ms [2022-04-12 20:10:22 main:581] : INFO : Epoch 1706 | loss: 0.0311423 | val_loss: 0.0311682 | Time: 1998.29 ms [2022-04-12 20:10:24 main:581] : INFO : Epoch 1707 | loss: 0.0311398 | val_loss: 0.0311654 | Time: 1990.45 ms [2022-04-12 20:10:26 main:581] : INFO : Epoch 1708 | loss: 0.0311398 | val_loss: 0.0311775 | Time: 1926.45 ms [2022-04-12 20:10:27 main:581] : INFO : Epoch 1709 | loss: 0.0311359 | val_loss: 0.0311697 | Time: 1946.1 ms [2022-04-12 20:10:29 main:581] : INFO : Epoch 1710 | loss: 0.0311349 | val_loss: 0.031167 | Time: 1964.18 ms [2022-04-12 20:10:31 main:581] : INFO : Epoch 1711 | loss: 0.0311358 | val_loss: 0.0311705 | Time: 1967.6 ms [2022-04-12 20:10:33 main:581] : INFO : Epoch 1712 | loss: 0.0311346 | val_loss: 0.0311719 | Time: 2006.7 ms [2022-04-12 20:10:35 main:581] : INFO : Epoch 1713 | loss: 0.0311318 | val_loss: 0.0311659 | Time: 1931.91 ms [2022-04-12 20:10:37 main:581] : INFO : Epoch 1714 | loss: 0.0311363 | val_loss: 0.0311693 | Time: 1968.26 ms [2022-04-12 20:10:39 main:581] : INFO : Epoch 1715 | loss: 0.0311377 | val_loss: 0.0311729 | Time: 1965.94 ms [2022-04-12 20:10:41 main:581] : INFO : Epoch 1716 | loss: 0.031132 | val_loss: 0.0311723 | Time: 1977.96 ms [2022-04-12 20:10:43 main:581] : INFO : Epoch 1717 | loss: 0.0311323 | val_loss: 0.0311714 | Time: 1957.72 ms [2022-04-12 20:10:45 main:581] : INFO : Epoch 1718 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 1900.13 ms [2022-04-12 20:10:47 main:581] : INFO : Epoch 1719 | loss: 0.0311362 | val_loss: 0.031169 | Time: 1921.11 ms [2022-04-12 20:10:49 main:581] : INFO : Epoch 1720 | loss: 0.0311387 | val_loss: 0.031169 | Time: 1936.77 ms [2022-04-12 20:10:51 main:581] : INFO : Epoch 1721 | loss: 0.0311359 | val_loss: 0.0311691 | Time: 1941.79 ms [2022-04-12 20:10:53 main:581] : INFO : Epoch 1722 | loss: 0.0311352 | val_loss: 0.0311698 | Time: 1974.4 ms [2022-04-12 20:10:55 main:581] : INFO : Epoch 1723 | loss: 0.0311373 | val_loss: 0.0311752 | Time: 1996.96 ms [2022-04-12 20:10:57 main:581] : INFO : Epoch 1724 | loss: 0.0311382 | val_loss: 0.0311772 | Time: 1908.09 ms [2022-04-12 20:10:59 main:581] : INFO : Epoch 1725 | loss: 0.0311348 | val_loss: 0.0311712 | Time: 1974.67 ms [2022-04-12 20:11:01 main:581] : INFO : Epoch 1726 | loss: 0.0311355 | val_loss: 0.031175 | Time: 1979.8 ms [2022-04-12 20:11:03 main:581] : INFO : Epoch 1727 | loss: 0.031131 | val_loss: 0.0311718 | Time: 1934.25 ms [2022-04-12 20:11:05 main:581] : INFO : Epoch 1728 | loss: 0.0311333 | val_loss: 0.0311717 | Time: 1966.2 ms [2022-04-12 20:11:07 main:581] : INFO : Epoch 1729 | loss: 0.0311374 | val_loss: 0.0311666 | Time: 1956.91 ms [2022-04-12 20:11:09 main:581] : INFO : Epoch 1730 | loss: 0.0311341 | val_loss: 0.031175 | Time: 1948.27 ms [2022-04-12 20:11:11 main:581] : INFO : Epoch 1731 | loss: 0.0311316 | val_loss: 0.0311689 | Time: 1967.86 ms [2022-04-12 20:11:13 main:581] : INFO : Epoch 1732 | loss: 0.0311306 | val_loss: 0.0311661 | Time: 1986.21 ms [2022-04-12 20:11:14 main:581] : INFO : Epoch 1733 | loss: 0.031132 | val_loss: 0.0311768 | Time: 1973.25 ms [2022-04-12 20:11:16 main:581] : INFO : Epoch 1734 | loss: 0.0311317 | val_loss: 0.0311694 | Time: 1902.97 ms [2022-04-12 20:11:18 main:581] : INFO : Epoch 1735 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 1974.6 ms [2022-04-12 20:11:20 main:581] : INFO : Epoch 1736 | loss: 0.0311398 | val_loss: 0.0311647 | Time: 1953.71 ms [2022-04-12 20:11:22 main:581] : INFO : Epoch 1737 | loss: 0.0311374 | val_loss: 0.0311616 | Time: 1975.18 ms [2022-04-12 20:11:24 main:581] : INFO : Epoch 1738 | loss: 0.0311358 | val_loss: 0.0311715 | Time: 1955.04 ms [2022-04-12 20:11:26 main:581] : INFO : Epoch 1739 | loss: 0.031135 | val_loss: 0.0311675 | Time: 1974.54 ms [2022-04-12 20:11:28 main:581] : INFO : Epoch 1740 | loss: 0.0311318 | val_loss: 0.0311605 | Time: 1935.82 ms [2022-04-12 20:11:30 main:581] : INFO : Epoch 1741 | loss: 0.0311295 | val_loss: 0.0311694 | Time: 1955.78 ms [2022-04-12 20:11:32 main:581] : INFO : Epoch 1742 | loss: 0.0311309 | val_loss: 0.0311593 | Time: 1991.23 ms [2022-04-12 20:11:34 main:581] : INFO : Epoch 1743 | loss: 0.0311295 | val_loss: 0.031172 | Time: 1989.55 ms [2022-04-12 20:11:36 main:581] : INFO : Epoch 1744 | loss: 0.0311296 | val_loss: 0.0311603 | Time: 1998.2 ms [2022-04-12 20:11:38 main:581] : INFO : Epoch 1745 | loss: 0.0311375 | val_loss: 0.0311704 | Time: 1991.99 ms [2022-04-12 20:11:40 main:581] : INFO : Epoch 1746 | loss: 0.0311312 | val_loss: 0.0311622 | Time: 1996.1 ms [2022-04-12 20:11:42 main:581] : INFO : Epoch 1747 | loss: 0.0311303 | val_loss: 0.0311642 | Time: 2014.85 ms [2022-04-12 20:11:44 main:581] : INFO : Epoch 1748 | loss: 0.031127 | val_loss: 0.0311682 | Time: 1997.65 ms [2022-04-12 20:11:46 main:581] : INFO : Epoch 1749 | loss: 0.0311279 | val_loss: 0.0311646 | Time: 1998.09 ms [2022-04-12 20:11:48 main:581] : INFO : Epoch 1750 | loss: 0.0311287 | val_loss: 0.0311693 | Time: 1995.62 ms [2022-04-12 20:11:50 main:581] : INFO : Epoch 1751 | loss: 0.0311267 | val_loss: 0.0311678 | Time: 1999.46 ms [2022-04-12 20:11:52 main:581] : INFO : Epoch 1752 | loss: 0.0311259 | val_loss: 0.0311676 | Time: 1934.05 ms [2022-04-12 20:11:54 main:581] : INFO : Epoch 1753 | loss: 0.0311231 | val_loss: 0.0311805 | Time: 1994.97 ms [2022-04-12 20:11:56 main:581] : INFO : Epoch 1754 | loss: 0.031122 | val_loss: 0.0311688 | Time: 1968.85 ms [2022-04-12 20:11:58 main:581] : INFO : Epoch 1755 | loss: 0.0311198 | val_loss: 0.0311715 | Time: 1944.29 ms [2022-04-12 20:12:00 main:581] : INFO : Epoch 1756 | loss: 0.0311218 | val_loss: 0.0311707 | Time: 1964.04 ms [2022-04-12 20:12:02 main:581] : INFO : Epoch 1757 | loss: 0.0311233 | val_loss: 0.0311668 | Time: 1992.18 ms [2022-04-12 20:12:04 main:581] : INFO : Epoch 1758 | loss: 0.0311242 | val_loss: 0.0311673 | Time: 1996.66 ms [2022-04-12 20:12:06 main:581] : INFO : Epoch 1759 | loss: 0.0311251 | val_loss: 0.0311809 | Time: 1989.34 ms [2022-04-12 20:12:08 main:581] : INFO : Epoch 1760 | loss: 0.0311303 | val_loss: 0.031171 | Time: 1983.11 ms [2022-04-12 20:12:10 main:581] : INFO : Epoch 1761 | loss: 0.0311299 | val_loss: 0.031172 | Time: 1986.13 ms [2022-04-12 20:12:12 main:581] : INFO : Epoch 1762 | loss: 0.031128 | val_loss: 0.0311665 | Time: 1987.48 ms [2022-04-12 20:12:14 main:581] : INFO : Epoch 1763 | loss: 0.0311248 | val_loss: 0.0311783 | Time: 1985.26 ms [2022-04-12 20:12:16 main:581] : INFO : Epoch 1764 | loss: 0.0311269 | val_loss: 0.0311687 | Time: 1991.65 ms [2022-04-12 20:12:18 main:581] : INFO : Epoch 1765 | loss: 0.0311229 | val_loss: 0.0311708 | Time: 2025.86 ms [2022-04-12 20:12:20 main:581] : INFO : Epoch 1766 | loss: 0.0311249 | val_loss: 0.0311638 | Time: 1998.81 ms [2022-04-12 20:12:22 main:581] : INFO : Epoch 1767 | loss: 0.0311244 | val_loss: 0.0311677 | Time: 1991.63 ms [2022-04-12 20:12:24 main:581] : INFO : Epoch 1768 | loss: 0.0311323 | val_loss: 0.0311673 | Time: 1974.69 ms [2022-04-12 20:12:26 main:581] : INFO : Epoch 1769 | loss: 0.0311295 | val_loss: 0.0311716 | Time: 2003.48 ms [2022-04-12 20:12:28 main:581] : INFO : Epoch 1770 | loss: 0.0311246 | val_loss: 0.0311673 | Time: 1997.41 ms [2022-04-12 20:12:30 main:581] : INFO : Epoch 1771 | loss: 0.0311259 | val_loss: 0.0311764 | Time: 1989.52 ms [2022-04-12 20:12:32 main:581] : INFO : Epoch 1772 | loss: 0.0311287 | val_loss: 0.03117 | Time: 1993.48 ms [2022-04-12 20:12:34 main:581] : INFO : Epoch 1773 | loss: 0.0311261 | val_loss: 0.0311709 | Time: 1987.99 ms [2022-04-12 20:12:36 main:581] : INFO : Epoch 1774 | loss: 0.0311257 | val_loss: 0.0311763 | Time: 2006.43 ms [2022-04-12 20:12:38 main:581] : INFO : Epoch 1775 | loss: 0.0311199 | val_loss: 0.0311689 | Time: 1994.57 ms [2022-04-12 20:12:40 main:581] : INFO : Epoch 1776 | loss: 0.0311211 | val_loss: 0.0311665 | Time: 2011.57 ms [2022-04-12 20:12:42 main:581] : INFO : Epoch 1777 | loss: 0.0311221 | val_loss: 0.0311717 | Time: 1998.66 ms [2022-04-12 20:12:44 main:581] : INFO : Epoch 1778 | loss: 0.0311211 | val_loss: 0.031185 | Time: 2000.8 ms [2022-04-12 20:12:46 main:581] : INFO : Epoch 1779 | loss: 0.0311245 | val_loss: 0.0311734 | Time: 2002.86 ms [2022-04-12 20:12:48 main:581] : INFO : Epoch 1780 | loss: 0.0311214 | val_loss: 0.0311712 | Time: 1956.63 ms [2022-04-12 20:12:50 main:581] : INFO : Epoch 1781 | loss: 0.0311499 | val_loss: 0.0311631 | Time: 1982.01 ms [2022-04-12 20:12:52 main:581] : INFO : Epoch 1782 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 1934.07 ms [2022-04-12 20:12:54 main:581] : INFO : Epoch 1783 | loss: 0.0311469 | val_loss: 0.0311601 | Time: 2010.29 ms [2022-04-12 20:12:56 main:581] : INFO : Epoch 1784 | loss: 0.0311387 | val_loss: 0.0311611 | Time: 1989.31 ms [2022-04-12 20:12:58 main:581] : INFO : Epoch 1785 | loss: 0.0311398 | val_loss: 0.031167 | Time: 2007.25 ms [2022-04-12 20:13:00 main:581] : INFO : Epoch 1786 | loss: 0.0311329 | val_loss: 0.0311681 | Time: 1993.09 ms [2022-04-12 20:13:02 main:581] : INFO : Epoch 1787 | loss: 0.0311317 | val_loss: 0.0311621 | Time: 1926.58 ms [2022-04-12 20:13:04 main:581] : INFO : Epoch 1788 | loss: 0.0311245 | val_loss: 0.0311631 | Time: 1967.64 ms [2022-04-12 20:13:06 main:581] : INFO : Epoch 1789 | loss: 0.0311233 | val_loss: 0.0311616 | Time: 1997.98 ms [2022-04-12 20:13:08 main:581] : INFO : Epoch 1790 | loss: 0.0311236 | val_loss: 0.0311664 | Time: 1971.03 ms [2022-04-12 20:13:10 main:581] : INFO : Epoch 1791 | loss: 0.0311204 | val_loss: 0.0311735 | Time: 1971.12 ms [2022-04-12 20:13:12 main:581] : INFO : Epoch 1792 | loss: 0.0311189 | val_loss: 0.031168 | Time: 1991.17 ms [2022-04-12 20:13:13 main:581] : INFO : Epoch 1793 | loss: 0.0311186 | val_loss: 0.0311701 | Time: 1983.46 ms [2022-04-12 20:13:15 main:581] : INFO : Epoch 1794 | loss: 0.0311195 | val_loss: 0.0311704 | Time: 1989.44 ms [2022-04-12 20:13:17 main:581] : INFO : Epoch 1795 | loss: 0.0311225 | val_loss: 0.03117 | Time: 2010.35 ms [2022-04-12 20:13:19 main:581] : INFO : Epoch 1796 | loss: 0.0311349 | val_loss: 0.0311687 | Time: 1990.85 ms [2022-04-12 20:13:21 main:581] : INFO : Epoch 1797 | loss: 0.0311445 | val_loss: 0.0311649 | Time: 1976.63 ms [2022-04-12 20:13:23 main:581] : INFO : Epoch 1798 | loss: 0.0311349 | val_loss: 0.0311656 | Time: 1956.55 ms [2022-04-12 20:13:25 main:581] : INFO : Epoch 1799 | loss: 0.0311282 | val_loss: 0.0311644 | Time: 1981.68 ms [2022-04-12 20:13:27 main:581] : INFO : Epoch 1800 | loss: 0.0311235 | val_loss: 0.0311642 | Time: 2006.83 ms [2022-04-12 20:13:29 main:581] : INFO : Epoch 1801 | loss: 0.0311236 | val_loss: 0.0311627 | Time: 2005.91 ms [2022-04-12 20:13:31 main:581] : INFO : Epoch 1802 | loss: 0.0311196 | val_loss: 0.0311681 | Time: 1991.25 ms [2022-04-12 20:13:33 main:581] : INFO : Epoch 1803 | loss: 0.0311228 | val_loss: 0.0311684 | Time: 2006.47 ms [2022-04-12 20:13:35 main:581] : INFO : Epoch 1804 | loss: 0.0311196 | val_loss: 0.0311648 | Time: 2002.79 ms [2022-04-12 20:13:37 main:581] : INFO : Epoch 1805 | loss: 0.0311197 | val_loss: 0.0311733 | Time: 1967.36 ms [2022-04-12 20:13:39 main:581] : INFO : Epoch 1806 | loss: 0.03112 | val_loss: 0.0311684 | Time: 1999.87 ms [2022-04-12 20:13:41 main:581] : INFO : Epoch 1807 | loss: 0.0311182 | val_loss: 0.0311694 | Time: 2025.89 ms [2022-04-12 20:13:43 main:581] : INFO : Epoch 1808 | loss: 0.031118 | val_loss: 0.0311694 | Time: 1927.37 ms [2022-04-12 20:13:45 main:581] : INFO : Epoch 1809 | loss: 0.0311197 | val_loss: 0.031172 | Time: 1992.7 ms [2022-04-12 20:13:47 main:581] : INFO : Epoch 1810 | loss: 0.0311182 | val_loss: 0.031166 | Time: 1967.31 ms [2022-04-12 20:13:49 main:581] : INFO : Epoch 1811 | loss: 0.0311189 | val_loss: 0.0311726 | Time: 1974.62 ms [2022-04-12 20:13:51 main:581] : INFO : Epoch 1812 | loss: 0.0311184 | val_loss: 0.0311754 | Time: 2007.08 ms [2022-04-12 20:13:53 main:581] : INFO : Epoch 1813 | loss: 0.0311159 | val_loss: 0.0311673 | Time: 1983.88 ms [2022-04-12 20:13:55 main:581] : INFO : Epoch 1814 | loss: 0.0311179 | val_loss: 0.031173 | Time: 2003.57 ms [2022-04-12 20:13:57 main:581] : INFO : Epoch 1815 | loss: 0.0311169 | val_loss: 0.031174 | Time: 2000.38 ms [2022-04-12 20:13:59 main:581] : INFO : Epoch 1816 | loss: 0.031117 | val_loss: 0.0311713 | Time: 1975.71 ms [2022-04-12 20:14:01 main:581] : INFO : Epoch 1817 | loss: 0.0311176 | val_loss: 0.0311693 | Time: 2020.93 ms [2022-04-12 20:14:03 main:581] : INFO : Epoch 1818 | loss: 0.0311181 | val_loss: 0.0311651 | Time: 1994.53 ms [2022-04-12 20:14:05 main:581] : INFO : Epoch 1819 | loss: 0.0311155 | val_loss: 0.0311754 | Time: 2006.93 ms [2022-04-12 20:14:07 main:581] : INFO : Epoch 1820 | loss: 0.0311138 | val_loss: 0.0311853 | Time: 1967.56 ms [2022-04-12 20:14:09 main:581] : INFO : Epoch 1821 | loss: 0.0311189 | val_loss: 0.0311737 | Time: 1965.17 ms [2022-04-12 20:14:11 main:581] : INFO : Epoch 1822 | loss: 0.0311151 | val_loss: 0.0311733 | Time: 1990.67 ms [2022-04-12 20:14:13 main:581] : INFO : Epoch 1823 | loss: 0.0311169 | val_loss: 0.0311742 | Time: 1988.9 ms [2022-04-12 20:14:15 main:581] : INFO : Epoch 1824 | loss: 0.0311137 | val_loss: 0.0311845 | Time: 1989.5 ms [2022-04-12 20:14:17 main:581] : INFO : Epoch 1825 | loss: 0.0311128 | val_loss: 0.0311766 | Time: 1979.32 ms [2022-04-12 20:14:19 main:581] : INFO : Epoch 1826 | loss: 0.031114 | val_loss: 0.0311701 | Time: 1994.3 ms [2022-04-12 20:14:21 main:581] : INFO : Epoch 1827 | loss: 0.0311146 | val_loss: 0.0311762 | Time: 1972.73 ms [2022-04-12 20:14:23 main:581] : INFO : Epoch 1828 | loss: 0.0311144 | val_loss: 0.0311804 | Time: 1995.26 ms [2022-04-12 20:14:25 main:581] : INFO : Epoch 1829 | loss: 0.0311217 | val_loss: 0.0311775 | Time: 1994.98 ms [2022-04-12 20:14:27 main:581] : INFO : Epoch 1830 | loss: 0.0311264 | val_loss: 0.0311704 | Time: 2006.92 ms [2022-04-12 20:14:29 main:581] : INFO : Epoch 1831 | loss: 0.0311252 | val_loss: 0.0311732 | Time: 1996.17 ms [2022-04-12 20:14:31 main:581] : INFO : Epoch 1832 | loss: 0.031119 | val_loss: 0.0311805 | Time: 2013.61 ms [2022-04-12 20:14:33 main:581] : INFO : Epoch 1833 | loss: 0.0311135 | val_loss: 0.0311711 | Time: 1993.04 ms [2022-04-12 20:14:35 main:581] : INFO : Epoch 1834 | loss: 0.0311153 | val_loss: 0.0311759 | Time: 1995.86 ms [2022-04-12 20:14:37 main:581] : INFO : Epoch 1835 | loss: 0.0311127 | val_loss: 0.0311782 | Time: 1990.16 ms [2022-04-12 20:14:39 main:581] : INFO : Epoch 1836 | loss: 0.0311166 | val_loss: 0.0311737 | Time: 1990.35 ms [2022-04-12 20:14:41 main:581] : INFO : Epoch 1837 | loss: 0.0311181 | val_loss: 0.0311735 | Time: 1990.57 ms [2022-04-12 20:14:43 main:581] : INFO : Epoch 1838 | loss: 0.0311149 | val_loss: 0.0311669 | Time: 1985.32 ms [2022-04-12 20:14:45 main:581] : INFO : Epoch 1839 | loss: 0.0311145 | val_loss: 0.0311715 | Time: 1958.24 ms [2022-04-12 20:14:47 main:581] : INFO : Epoch 1840 | loss: 0.0311142 | val_loss: 0.0311743 | Time: 1978.96 ms [2022-04-12 20:14:49 main:581] : INFO : Epoch 1841 | loss: 0.0311146 | val_loss: 0.0311824 | Time: 1979.23 ms [2022-04-12 20:14:51 main:581] : INFO : Epoch 1842 | loss: 0.0311264 | val_loss: 0.0311667 | Time: 2024.96 ms [2022-04-12 20:14:53 main:581] : INFO : Epoch 1843 | loss: 0.0311263 | val_loss: 0.0311644 | Time: 1971.87 ms [2022-04-12 20:14:55 main:581] : INFO : Epoch 1844 | loss: 0.0311306 | val_loss: 0.0311656 | Time: 1987.32 ms [2022-04-12 20:14:57 main:581] : INFO : Epoch 1845 | loss: 0.0311312 | val_loss: 0.0311657 | Time: 2009.5 ms [2022-04-12 20:14:59 main:581] : INFO : Epoch 1846 | loss: 0.0311255 | val_loss: 0.0311657 | Time: 1977.15 ms [2022-04-12 20:15:01 main:581] : INFO : Epoch 1847 | loss: 0.0311205 | val_loss: 0.0311665 | Time: 1991.82 ms [2022-04-12 20:15:03 main:581] : INFO : Epoch 1848 | loss: 0.0311269 | val_loss: 0.0311723 | Time: 1975.86 ms [2022-04-12 20:15:05 main:581] : INFO : Epoch 1849 | loss: 0.0311238 | val_loss: 0.0311711 | Time: 1989.74 ms [2022-04-12 20:15:07 main:581] : INFO : Epoch 1850 | loss: 0.0311217 | val_loss: 0.031163 | Time: 1991.74 ms [2022-04-12 20:15:09 main:581] : INFO : Epoch 1851 | loss: 0.0311196 | val_loss: 0.0311707 | Time: 2007.18 ms [2022-04-12 20:15:11 main:581] : INFO : Epoch 1852 | loss: 0.031119 | val_loss: 0.0311678 | Time: 1986.22 ms [2022-04-12 20:15:13 main:581] : INFO : Epoch 1853 | loss: 0.03112 | val_loss: 0.0311745 | Time: 1924.31 ms [2022-04-12 20:15:15 main:581] : INFO : Epoch 1854 | loss: 0.0311182 | val_loss: 0.0311646 | Time: 1998.02 ms [2022-04-12 20:15:17 main:581] : INFO : Epoch 1855 | loss: 0.0311149 | val_loss: 0.0311688 | Time: 1998.68 ms [2022-04-12 20:15:19 main:581] : INFO : Epoch 1856 | loss: 0.0311139 | val_loss: 0.0311668 | Time: 2008.57 ms [2022-04-12 20:15:21 main:581] : INFO : Epoch 1857 | loss: 0.0311107 | val_loss: 0.0311747 | Time: 2000.68 ms [2022-04-12 20:15:23 main:581] : INFO : Epoch 1858 | loss: 0.0311128 | val_loss: 0.031175 | Time: 1958.07 ms [2022-04-12 20:15:25 main:581] : INFO : Epoch 1859 | loss: 0.0311211 | val_loss: 0.0311685 | Time: 1991.85 ms [2022-04-12 20:15:27 main:581] : INFO : Epoch 1860 | loss: 0.0311169 | val_loss: 0.0311754 | Time: 1952.93 ms [2022-04-12 20:15:29 main:581] : INFO : Epoch 1861 | loss: 0.0311133 | val_loss: 0.0311725 | Time: 1932.35 ms [2022-04-12 20:15:31 main:581] : INFO : Epoch 1862 | loss: 0.031114 | val_loss: 0.0311804 | Time: 1947.05 ms [2022-04-12 20:15:33 main:581] : INFO : Epoch 1863 | loss: 0.0311154 | val_loss: 0.0311705 | Time: 1925.37 ms [2022-04-12 20:15:34 main:581] : INFO : Epoch 1864 | loss: 0.0311169 | val_loss: 0.0311667 | Time: 1943.11 ms [2022-04-12 20:15:37 main:581] : INFO : Epoch 1865 | loss: 0.0311243 | val_loss: 0.0311683 | Time: 2023.79 ms [2022-04-12 20:15:38 main:581] : INFO : Epoch 1866 | loss: 0.0311202 | val_loss: 0.0311668 | Time: 1974.88 ms [2022-04-12 20:15:41 main:581] : INFO : Epoch 1867 | loss: 0.031124 | val_loss: 0.0311591 | Time: 2017.63 ms [2022-04-12 20:15:42 main:581] : INFO : Epoch 1868 | loss: 0.0311199 | val_loss: 0.0311584 | Time: 1979.8 ms [2022-04-12 20:15:44 main:581] : INFO : Epoch 1869 | loss: 0.0311162 | val_loss: 0.0311682 | Time: 1978.48 ms [2022-04-12 20:15:46 main:581] : INFO : Epoch 1870 | loss: 0.0311152 | val_loss: 0.0311692 | Time: 2004.54 ms [2022-04-12 20:15:48 main:581] : INFO : Epoch 1871 | loss: 0.0311121 | val_loss: 0.03117 | Time: 2001 ms [2022-04-12 20:15:51 main:581] : INFO : Epoch 1872 | loss: 0.0311101 | val_loss: 0.0311671 | Time: 2027 ms [2022-04-12 20:15:52 main:581] : INFO : Epoch 1873 | loss: 0.031115 | val_loss: 0.0311727 | Time: 1975.2 ms [2022-04-12 20:15:54 main:581] : INFO : Epoch 1874 | loss: 0.0311136 | val_loss: 0.0311666 | Time: 1945.05 ms [2022-04-12 20:15:56 main:581] : INFO : Epoch 1875 | loss: 0.0311113 | val_loss: 0.0311693 | Time: 1979.29 ms [2022-04-12 20:15:58 main:581] : INFO : Epoch 1876 | loss: 0.0311134 | val_loss: 0.0311637 | Time: 1961.9 ms [2022-04-12 20:16:00 main:581] : INFO : Epoch 1877 | loss: 0.0311135 | val_loss: 0.0311721 | Time: 1976.26 ms [2022-04-12 20:16:02 main:581] : INFO : Epoch 1878 | loss: 0.0311202 | val_loss: 0.031169 | Time: 1991.14 ms [2022-04-12 20:16:04 main:581] : INFO : Epoch 1879 | loss: 0.0311163 | val_loss: 0.0311662 | Time: 1956.22 ms [2022-04-12 20:16:06 main:581] : INFO : Epoch 1880 | loss: 0.0311119 | val_loss: 0.0311709 | Time: 1965.21 ms [2022-04-12 20:16:08 main:581] : INFO : Epoch 1881 | loss: 0.0311109 | val_loss: 0.031208 | Time: 1974.14 ms [2022-04-12 20:16:10 main:581] : INFO : Epoch 1882 | loss: 0.0311098 | val_loss: 0.0312446 | Time: 1901.43 ms [2022-04-12 20:16:12 main:581] : INFO : Epoch 1883 | loss: 0.0311105 | val_loss: 0.0311706 | Time: 1968.97 ms [2022-04-12 20:16:14 main:581] : INFO : Epoch 1884 | loss: 0.0311093 | val_loss: 0.0311988 | Time: 1984.18 ms [2022-04-12 20:16:16 main:581] : INFO : Epoch 1885 | loss: 0.0311088 | val_loss: 0.0312106 | Time: 1970.36 ms [2022-04-12 20:16:18 main:581] : INFO : Epoch 1886 | loss: 0.0311092 | val_loss: 0.0312229 | Time: 1951.84 ms [2022-04-12 20:16:20 main:581] : INFO : Epoch 1887 | loss: 0.0311078 | val_loss: 0.0311658 | Time: 1969.88 ms [2022-04-12 20:16:22 main:581] : INFO : Epoch 1888 | loss: 0.0311075 | val_loss: 0.0312256 | Time: 1919.85 ms [2022-04-12 20:16:24 main:581] : INFO : Epoch 1889 | loss: 0.0311084 | val_loss: 0.031231 | Time: 1976.34 ms [2022-04-12 20:16:26 main:581] : INFO : Epoch 1890 | loss: 0.0311076 | val_loss: 0.0311674 | Time: 1946.78 ms [2022-04-12 20:16:28 main:581] : INFO : Epoch 1891 | loss: 0.031111 | val_loss: 0.0311656 | Time: 1958.42 ms [2022-04-12 20:16:30 main:581] : INFO : Epoch 1892 | loss: 0.031111 | val_loss: 0.0311701 | Time: 1969.52 ms [2022-04-12 20:16:32 main:581] : INFO : Epoch 1893 | loss: 0.0311072 | val_loss: 0.0311726 | Time: 1984.48 ms [2022-04-12 20:16:34 main:581] : INFO : Epoch 1894 | loss: 0.0311122 | val_loss: 0.0311748 | Time: 1997.45 ms [2022-04-12 20:16:36 main:581] : INFO : Epoch 1895 | loss: 0.0311099 | val_loss: 0.0312525 | Time: 1936.74 ms [2022-04-12 20:16:38 main:581] : INFO : Epoch 1896 | loss: 0.0311088 | val_loss: 0.0311915 | Time: 1948.01 ms [2022-04-12 20:16:40 main:581] : INFO : Epoch 1897 | loss: 0.031106 | val_loss: 0.0311803 | Time: 1992.7 ms [2022-04-12 20:16:42 main:581] : INFO : Epoch 1898 | loss: 0.0311078 | val_loss: 0.0311937 | Time: 1950.11 ms [2022-04-12 20:16:44 main:581] : INFO : Epoch 1899 | loss: 0.0311094 | val_loss: 0.0312125 | Time: 1970.35 ms [2022-04-12 20:16:45 main:581] : INFO : Epoch 1900 | loss: 0.0311122 | val_loss: 0.0311723 | Time: 1945.79 ms [2022-04-12 20:16:47 main:581] : INFO : Epoch 1901 | loss: 0.0311071 | val_loss: 0.0311738 | Time: 1912.46 ms [2022-04-12 20:16:49 main:581] : INFO : Epoch 1902 | loss: 0.0311126 | val_loss: 0.0311735 | Time: 1857.65 ms [2022-04-12 20:16:51 main:581] : INFO : Epoch 1903 | loss: 0.0311056 | val_loss: 0.0312006 | Time: 1936.04 ms [2022-04-12 20:16:53 main:581] : INFO : Epoch 1904 | loss: 0.03111 | val_loss: 0.0311725 | Time: 1919.35 ms [2022-04-12 20:16:55 main:581] : INFO : Epoch 1905 | loss: 0.0311053 | val_loss: 0.0311887 | Time: 1933.7 ms [2022-04-12 20:16:57 main:581] : INFO : Epoch 1906 | loss: 0.0311026 | val_loss: 0.0311868 | Time: 1912.74 ms [2022-04-12 20:16:59 main:581] : INFO : Epoch 1907 | loss: 0.031104 | val_loss: 0.0312223 | Time: 1963.89 ms [2022-04-12 20:17:01 main:581] : INFO : Epoch 1908 | loss: 0.0311058 | val_loss: 0.0311724 | Time: 1976.84 ms [2022-04-12 20:17:03 main:581] : INFO : Epoch 1909 | loss: 0.031113 | val_loss: 0.0311823 | Time: 1973.67 ms [2022-04-12 20:17:05 main:581] : INFO : Epoch 1910 | loss: 0.0311095 | val_loss: 0.0311797 | Time: 1971.02 ms [2022-04-12 20:17:07 main:581] : INFO : Epoch 1911 | loss: 0.0311082 | val_loss: 0.0311941 | Time: 1967.78 ms [2022-04-12 20:17:09 main:581] : INFO : Epoch 1912 | loss: 0.0311118 | val_loss: 0.031192 | Time: 1958.04 ms [2022-04-12 20:17:11 main:581] : INFO : Epoch 1913 | loss: 0.0311073 | val_loss: 0.031201 | Time: 1974.43 ms [2022-04-12 20:17:13 main:581] : INFO : Epoch 1914 | loss: 0.0311071 | val_loss: 0.0311748 | Time: 1965.47 ms [2022-04-12 20:17:15 main:581] : INFO : Epoch 1915 | loss: 0.0311068 | val_loss: 0.0311922 | Time: 1971.26 ms [2022-04-12 20:17:17 main:581] : INFO : Epoch 1916 | loss: 0.031106 | val_loss: 0.0311698 | Time: 1976.93 ms [2022-04-12 20:17:19 main:581] : INFO : Epoch 1917 | loss: 0.0311072 | val_loss: 0.0311758 | Time: 1979.86 ms [2022-04-12 20:17:21 main:581] : INFO : Epoch 1918 | loss: 0.0311086 | val_loss: 0.0311751 | Time: 1965.78 ms [2022-04-12 20:17:23 main:581] : INFO : Epoch 1919 | loss: 0.0311239 | val_loss: 0.0311596 | Time: 1913.9 ms [2022-04-12 20:17:24 main:581] : INFO : Epoch 1920 | loss: 0.0311184 | val_loss: 0.0311676 | Time: 1926.36 ms [2022-04-12 20:17:26 main:581] : INFO : Epoch 1921 | loss: 0.0311116 | val_loss: 0.0311981 | Time: 1987.26 ms [2022-04-12 20:17:28 main:581] : INFO : Epoch 1922 | loss: 0.0311113 | val_loss: 0.0311649 | Time: 1912.66 ms [2022-04-12 20:17:30 main:581] : INFO : Epoch 1923 | loss: 0.0311128 | val_loss: 0.031171 | Time: 1970.69 ms [2022-04-12 20:17:32 main:581] : INFO : Epoch 1924 | loss: 0.031108 | val_loss: 0.0311764 | Time: 1970.82 ms [2022-04-12 20:17:34 main:581] : INFO : Epoch 1925 | loss: 0.0311079 | val_loss: 0.0311654 | Time: 1968.8 ms [2022-04-12 20:17:36 main:581] : INFO : Epoch 1926 | loss: 0.0311056 | val_loss: 0.0311846 | Time: 1964.98 ms [2022-04-12 20:17:38 main:581] : INFO : Epoch 1927 | loss: 0.031105 | val_loss: 0.0311727 | Time: 1963.21 ms [2022-04-12 20:17:40 main:581] : INFO : Epoch 1928 | loss: 0.0311078 | val_loss: 0.0311785 | Time: 1965.38 ms [2022-04-12 20:17:42 main:581] : INFO : Epoch 1929 | loss: 0.0311086 | val_loss: 0.03118 | Time: 1970.17 ms [2022-04-12 20:17:44 main:581] : INFO : Epoch 1930 | loss: 0.0311117 | val_loss: 0.0311783 | Time: 1978.7 ms [2022-04-12 20:17:46 main:581] : INFO : Epoch 1931 | loss: 0.031104 | val_loss: 0.0311886 | Time: 1980.15 ms [2022-04-12 20:17:48 main:581] : INFO : Epoch 1932 | loss: 0.0311048 | val_loss: 0.0311879 | Time: 1971.2 ms [2022-04-12 20:17:50 main:581] : INFO : Epoch 1933 | loss: 0.0311053 | val_loss: 0.0311691 | Time: 1964.12 ms [2022-04-12 20:17:52 main:581] : INFO : Epoch 1934 | loss: 0.031103 | val_loss: 0.0311792 | Time: 1966.77 ms [2022-04-12 20:17:54 main:581] : INFO : Epoch 1935 | loss: 0.0311017 | val_loss: 0.0311732 | Time: 1973.34 ms [2022-04-12 20:17:56 main:581] : INFO : Epoch 1936 | loss: 0.031104 | val_loss: 0.0311929 | Time: 1971.86 ms [2022-04-12 20:17:58 main:581] : INFO : Epoch 1937 | loss: 0.0311045 | val_loss: 0.0311765 | Time: 1983.74 ms [2022-04-12 20:18:00 main:581] : INFO : Epoch 1938 | loss: 0.031106 | val_loss: 0.031175 | Time: 1944.79 ms [2022-04-12 20:18:02 main:581] : INFO : Epoch 1939 | loss: 0.0311106 | val_loss: 0.0311717 | Time: 1954.1 ms [2022-04-12 20:18:04 main:581] : INFO : Epoch 1940 | loss: 0.0311099 | val_loss: 0.0311636 | Time: 1956.87 ms [2022-04-12 20:18:06 main:581] : INFO : Epoch 1941 | loss: 0.0311161 | val_loss: 0.0311796 | Time: 1936.35 ms [2022-04-12 20:18:08 main:581] : INFO : Epoch 1942 | loss: 0.0311119 | val_loss: 0.0311667 | Time: 1965.13 ms [2022-04-12 20:18:10 main:581] : INFO : Epoch 1943 | loss: 0.0311058 | val_loss: 0.031181 | Time: 1979.27 ms [2022-04-12 20:18:12 main:581] : INFO : Epoch 1944 | loss: 0.0311023 | val_loss: 0.031171 | Time: 1973.34 ms [2022-04-12 20:18:14 main:581] : INFO : Epoch 1945 | loss: 0.0311032 | val_loss: 0.0311782 | Time: 1961.99 ms [2022-04-12 20:18:16 main:581] : INFO : Epoch 1946 | loss: 0.0311043 | val_loss: 0.0311799 | Time: 1971.2 ms [2022-04-12 20:18:18 main:581] : INFO : Epoch 1947 | loss: 0.0311003 | val_loss: 0.0311718 | Time: 1971.02 ms [2022-04-12 20:18:20 main:581] : INFO : Epoch 1948 | loss: 0.0310979 | val_loss: 0.0311759 | Time: 1976.78 ms [2022-04-12 20:18:21 main:581] : INFO : Epoch 1949 | loss: 0.0311006 | val_loss: 0.0311803 | Time: 1965.31 ms [2022-04-12 20:18:23 main:581] : INFO : Epoch 1950 | loss: 0.0311105 | val_loss: 0.0311767 | Time: 1976.32 ms [2022-04-12 20:18:25 main:581] : INFO : Epoch 1951 | loss: 0.0311086 | val_loss: 0.0311743 | Time: 1968.39 ms [2022-04-12 20:18:27 main:581] : INFO : Epoch 1952 | loss: 0.0311044 | val_loss: 0.0311771 | Time: 1984.42 ms [2022-04-12 20:18:29 main:581] : INFO : Epoch 1953 | loss: 0.0311064 | val_loss: 0.0311819 | Time: 1981.77 ms [2022-04-12 20:18:31 main:581] : INFO : Epoch 1954 | loss: 0.03111 | val_loss: 0.0311764 | Time: 1969.33 ms [2022-04-12 20:18:33 main:581] : INFO : Epoch 1955 | loss: 0.0311204 | val_loss: 0.0311702 | Time: 1988.2 ms [2022-04-12 20:18:35 main:581] : INFO : Epoch 1956 | loss: 0.0311118 | val_loss: 0.0311734 | Time: 1978.57 ms [2022-04-12 20:18:37 main:581] : INFO : Epoch 1957 | loss: 0.0311104 | val_loss: 0.0311735 | Time: 1980.88 ms [2022-04-12 20:18:39 main:581] : INFO : Epoch 1958 | loss: 0.0311074 | val_loss: 0.0311701 | Time: 1978.07 ms [2022-04-12 20:18:41 main:581] : INFO : Epoch 1959 | loss: 0.0311109 | val_loss: 0.0311707 | Time: 1970.32 ms [2022-04-12 20:18:43 main:581] : INFO : Epoch 1960 | loss: 0.0311054 | val_loss: 0.0311812 | Time: 1984.73 ms [2022-04-12 20:18:45 main:581] : INFO : Epoch 1961 | loss: 0.031109 | val_loss: 0.0311705 | Time: 1977.59 ms [2022-04-12 20:18:47 main:581] : INFO : Epoch 1962 | loss: 0.0311093 | val_loss: 0.0311774 | Time: 1974.36 ms [2022-04-12 20:18:49 main:581] : INFO : Epoch 1963 | loss: 0.0311072 | val_loss: 0.0311725 | Time: 1980.19 ms [2022-04-12 20:18:51 main:581] : INFO : Epoch 1964 | loss: 0.0311066 | val_loss: 0.0311646 | Time: 1939.64 ms [2022-04-12 20:18:53 main:581] : INFO : Epoch 1965 | loss: 0.0311056 | val_loss: 0.0311713 | Time: 1952.86 ms [2022-04-12 20:18:55 main:581] : INFO : Epoch 1966 | loss: 0.0311073 | val_loss: 0.0311712 | Time: 1967.85 ms [2022-04-12 20:18:57 main:581] : INFO : Epoch 1967 | loss: 0.0311122 | val_loss: 0.0311629 | Time: 1961.01 ms [2022-04-12 20:18:59 main:581] : INFO : Epoch 1968 | loss: 0.0311068 | val_loss: 0.03118 | Time: 1972.26 ms [2022-04-12 20:19:01 main:581] : INFO : Epoch 1969 | loss: 0.0311081 | val_loss: 0.0311719 | Time: 2022.28 ms [2022-04-12 20:19:03 main:581] : INFO : Epoch 1970 | loss: 0.0311056 | val_loss: 0.0311638 | Time: 1959.4 ms [2022-04-12 20:19:05 main:581] : INFO : Epoch 1971 | loss: 0.0311058 | val_loss: 0.0311772 | Time: 1985.36 ms [2022-04-12 20:19:07 main:581] : INFO : Epoch 1972 | loss: 0.0311033 | val_loss: 0.0311843 | Time: 1975.66 ms [2022-04-12 20:19:09 main:581] : INFO : Epoch 1973 | loss: 0.0311083 | val_loss: 0.0311747 | Time: 1981.56 ms [2022-04-12 20:19:11 main:581] : INFO : Epoch 1974 | loss: 0.0311099 | val_loss: 0.0311713 | Time: 2005.29 ms [2022-04-12 20:19:13 main:581] : INFO : Epoch 1975 | loss: 0.0311055 | val_loss: 0.0311837 | Time: 1977.62 ms [2022-04-12 20:19:15 main:581] : INFO : Epoch 1976 | loss: 0.0311109 | val_loss: 0.0311738 | Time: 1954.85 ms [2022-04-12 20:19:17 main:581] : INFO : Epoch 1977 | loss: 0.0311082 | val_loss: 0.0311648 | Time: 1996.65 ms [2022-04-12 20:19:19 main:581] : INFO : Epoch 1978 | loss: 0.031102 | val_loss: 0.0311817 | Time: 1988.17 ms [2022-04-12 20:19:21 main:581] : INFO : Epoch 1979 | loss: 0.0311044 | val_loss: 0.0311765 | Time: 1907.75 ms [2022-04-12 20:19:23 main:581] : INFO : Epoch 1980 | loss: 0.0311061 | val_loss: 0.0311676 | Time: 1993.84 ms [2022-04-12 20:19:25 main:581] : INFO : Epoch 1981 | loss: 0.0311016 | val_loss: 0.0311707 | Time: 1941.14 ms [2022-04-12 20:19:27 main:581] : INFO : Epoch 1982 | loss: 0.0311014 | val_loss: 0.0311792 | Time: 1910.99 ms [2022-04-12 20:19:29 main:581] : INFO : Epoch 1983 | loss: 0.0310989 | val_loss: 0.0311728 | Time: 2009.56 ms [2022-04-12 20:19:31 main:581] : INFO : Epoch 1984 | loss: 0.0311014 | val_loss: 0.0311761 | Time: 2015.76 ms [2022-04-12 20:19:33 main:581] : INFO : Epoch 1985 | loss: 0.0310992 | val_loss: 0.0311691 | Time: 2014.43 ms [2022-04-12 20:19:35 main:581] : INFO : Epoch 1986 | loss: 0.0310971 | val_loss: 0.0311769 | Time: 2013.46 ms [2022-04-12 20:19:37 main:581] : INFO : Epoch 1987 | loss: 0.0310971 | val_loss: 0.0311708 | Time: 2016.3 ms [2022-04-12 20:19:39 main:581] : INFO : Epoch 1988 | loss: 0.031105 | val_loss: 0.0311666 | Time: 2055.99 ms [2022-04-12 20:19:41 main:581] : INFO : Epoch 1989 | loss: 0.0311173 | val_loss: 0.0311881 | Time: 1963.93 ms [2022-04-12 20:19:43 main:581] : INFO : Epoch 1990 | loss: 0.0311194 | val_loss: 0.0311757 | Time: 1932.58 ms [2022-04-12 20:19:45 main:581] : INFO : Epoch 1991 | loss: 0.0311115 | val_loss: 0.0311739 | Time: 1969.78 ms [2022-04-12 20:19:47 main:581] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0311729 | Time: 1991.51 ms [2022-04-12 20:19:49 main:581] : INFO : Epoch 1993 | loss: 0.0311061 | val_loss: 0.0311678 | Time: 1999.06 ms [2022-04-12 20:19:51 main:581] : INFO : Epoch 1994 | loss: 0.0311053 | val_loss: 0.0311717 | Time: 1958.04 ms [2022-04-12 20:19:53 main:581] : INFO : Epoch 1995 | loss: 0.0311044 | val_loss: 0.0311775 | Time: 2019.87 ms [2022-04-12 20:19:55 main:581] : INFO : Epoch 1996 | loss: 0.0311027 | val_loss: 0.031174 | Time: 2006.82 ms [2022-04-12 20:19:57 main:581] : INFO : Epoch 1997 | loss: 0.031102 | val_loss: 0.0311774 | Time: 1965.72 ms [2022-04-12 20:19:58 main:581] : INFO : Epoch 1998 | loss: 0.0310977 | val_loss: 0.0311685 | Time: 1922.94 ms [2022-04-12 20:20:00 main:581] : INFO : Epoch 1999 | loss: 0.0310988 | val_loss: 0.0311937 | Time: 1984.02 ms [2022-04-12 20:20:02 main:581] : INFO : Epoch 2000 | loss: 0.0311061 | val_loss: 0.0311726 | Time: 1919.18 ms [2022-04-12 20:20:04 main:581] : INFO : Epoch 2001 | loss: 0.0311005 | val_loss: 0.0311777 | Time: 1960.83 ms [2022-04-12 20:20:06 main:581] : INFO : Epoch 2002 | loss: 0.0311013 | val_loss: 0.0311747 | Time: 2011.66 ms [2022-04-12 20:20:08 main:581] : INFO : Epoch 2003 | loss: 0.0310977 | val_loss: 0.0311735 | Time: 2011.69 ms [2022-04-12 20:20:10 main:581] : INFO : Epoch 2004 | loss: 0.0310992 | val_loss: 0.0311791 | Time: 2011.06 ms [2022-04-12 20:20:12 main:581] : INFO : Epoch 2005 | loss: 0.0311014 | val_loss: 0.0311696 | Time: 2014.65 ms [2022-04-12 20:20:14 main:581] : INFO : Epoch 2006 | loss: 0.0310995 | val_loss: 0.0311712 | Time: 2023.86 ms [2022-04-12 20:20:16 main:581] : INFO : Epoch 2007 | loss: 0.0311022 | val_loss: 0.031168 | Time: 2025.21 ms [2022-04-12 20:20:18 main:581] : INFO : Epoch 2008 | loss: 0.031098 | val_loss: 0.0311782 | Time: 2021.34 ms [2022-04-12 20:20:20 main:581] : INFO : Epoch 2009 | loss: 0.0310986 | val_loss: 0.0311701 | Time: 1945.02 ms [2022-04-12 20:20:22 main:581] : INFO : Epoch 2010 | loss: 0.0311005 | val_loss: 0.0311859 | Time: 2021.27 ms [2022-04-12 20:20:24 main:581] : INFO : Epoch 2011 | loss: 0.0310973 | val_loss: 0.0311803 | Time: 2007.53 ms [2022-04-12 20:20:26 main:581] : INFO : Epoch 2012 | loss: 0.0310986 | val_loss: 0.031173 | Time: 2012.39 ms [2022-04-12 20:20:28 main:581] : INFO : Epoch 2013 | loss: 0.0310977 | val_loss: 0.0311782 | Time: 2009.43 ms [2022-04-12 20:20:30 main:581] : INFO : Epoch 2014 | loss: 0.0311013 | val_loss: 0.0311778 | Time: 2013.4 ms [2022-04-12 20:20:32 main:581] : INFO : Epoch 2015 | loss: 0.0311071 | val_loss: 0.0311729 | Time: 2013.7 ms [2022-04-12 20:20:35 main:581] : INFO : Epoch 2016 | loss: 0.0311014 | val_loss: 0.0311816 | Time: 2022.58 ms [2022-04-12 20:20:36 main:581] : INFO : Epoch 2017 | loss: 0.031102 | val_loss: 0.0311773 | Time: 1920.43 ms [2022-04-12 20:20:38 main:581] : INFO : Epoch 2018 | loss: 0.0311006 | val_loss: 0.031177 | Time: 1952.43 ms [2022-04-12 20:20:40 main:581] : INFO : Epoch 2019 | loss: 0.0310986 | val_loss: 0.0311819 | Time: 1954.86 ms [2022-04-12 20:20:42 main:581] : INFO : Epoch 2020 | loss: 0.0311002 | val_loss: 0.03117 | Time: 1971.83 ms [2022-04-12 20:20:44 main:581] : INFO : Epoch 2021 | loss: 0.0311036 | val_loss: 0.0311831 | Time: 1921.89 ms [2022-04-12 20:20:46 main:581] : INFO : Epoch 2022 | loss: 0.0311033 | val_loss: 0.0311831 | Time: 1984.77 ms [2022-04-12 20:20:48 main:581] : INFO : Epoch 2023 | loss: 0.0311066 | val_loss: 0.0311704 | Time: 2021.57 ms [2022-04-12 20:20:50 main:581] : INFO : Epoch 2024 | loss: 0.0311062 | val_loss: 0.0311791 | Time: 1940.78 ms [2022-04-12 20:20:52 main:581] : INFO : Epoch 2025 | loss: 0.0310996 | val_loss: 0.0311703 | Time: 1944.79 ms [2022-04-12 20:20:54 main:581] : INFO : Epoch 2026 | loss: 0.0310981 | val_loss: 0.0311798 | Time: 1986.65 ms [2022-04-12 20:20:56 main:581] : INFO : Epoch 2027 | loss: 0.0311103 | val_loss: 0.0311774 | Time: 1930.92 ms [2022-04-12 20:20:58 main:581] : INFO : Epoch 2028 | loss: 0.0311057 | val_loss: 0.0311729 | Time: 1963.51 ms [2022-04-12 20:21:00 main:581] : INFO : Epoch 2029 | loss: 0.0310987 | val_loss: 0.031178 | Time: 1955.91 ms [2022-04-12 20:21:02 main:581] : INFO : Epoch 2030 | loss: 0.0310953 | val_loss: 0.0311777 | Time: 1934.85 ms [2022-04-12 20:21:04 main:581] : INFO : Epoch 2031 | loss: 0.0310986 | val_loss: 0.0311785 | Time: 1952.54 ms [2022-04-12 20:21:06 main:581] : INFO : Epoch 2032 | loss: 0.0311053 | val_loss: 0.0311761 | Time: 1907.11 ms [2022-04-12 20:21:08 main:581] : INFO : Epoch 2033 | loss: 0.031101 | val_loss: 0.0311688 | Time: 1932.7 ms [2022-04-12 20:21:10 main:581] : INFO : Epoch 2034 | loss: 0.0310977 | val_loss: 0.0311715 | Time: 1957.19 ms [2022-04-12 20:21:12 main:581] : INFO : Epoch 2035 | loss: 0.0311016 | val_loss: 0.0311908 | Time: 1931.32 ms [2022-04-12 20:21:14 main:581] : INFO : Epoch 2036 | loss: 0.0311001 | val_loss: 0.031178 | Time: 1966.54 ms [2022-04-12 20:21:15 main:581] : INFO : Epoch 2037 | loss: 0.0310977 | val_loss: 0.0311883 | Time: 1915.7 ms [2022-04-12 20:21:17 main:581] : INFO : Epoch 2038 | loss: 0.0310996 | val_loss: 0.0311665 | Time: 1975.57 ms [2022-04-12 20:21:19 main:581] : INFO : Epoch 2039 | loss: 0.0311018 | val_loss: 0.0311793 | Time: 1939.35 ms [2022-04-12 20:21:21 main:581] : INFO : Epoch 2040 | loss: 0.0311047 | val_loss: 0.0311746 | Time: 1969.47 ms [2022-04-12 20:21:23 main:581] : INFO : Epoch 2041 | loss: 0.0311081 | val_loss: 0.0311719 | Time: 1987.65 ms [2022-04-12 20:21:25 main:581] : INFO : Epoch 2042 | loss: 0.0311004 | val_loss: 0.0311756 | Time: 1932.46 ms [2022-04-12 20:21:27 main:581] : INFO : Epoch 2043 | loss: 0.0310967 | val_loss: 0.0311749 | Time: 1950.54 ms [2022-04-12 20:21:29 main:581] : INFO : Epoch 2044 | loss: 0.0310937 | val_loss: 0.0311788 | Time: 1928.66 ms [2022-04-12 20:21:31 main:581] : INFO : Epoch 2045 | loss: 0.0311066 | val_loss: 0.0311718 | Time: 1953.94 ms [2022-04-12 20:21:33 main:581] : INFO : Epoch 2046 | loss: 0.0311212 | val_loss: 0.0311694 | Time: 1907.91 ms [2022-04-12 20:21:35 main:581] : INFO : Epoch 2047 | loss: 0.0311191 | val_loss: 0.0311685 | Time: 1943.62 ms [2022-04-12 20:21:37 main:581] : INFO : Epoch 2048 | loss: 0.0311117 | val_loss: 0.0311678 | Time: 1954.41 ms [2022-04-12 20:21:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311678 [2022-04-12 20:21:37 main:610] : INFO : Saving end state to config to file [2022-04-12 20:21:37 main:615] : INFO : Success, exiting.. 20:21:37 (290532): 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)