Task 5133718
| Name | ParityModified-1619579274-23352-0_1 |
| Workunit | 3061930 |
| Created | 2 May 2021, 23:12:27 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 4:14:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 27 sec |
| CPU time | 1 hours 8 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0309814 | val_loss: 0.0313261 | Time: 1989.02 ms
[2021-05-02 23:57:48 main:581] : INFO : Epoch 1539 | loss: 0.0309777 | val_loss: 0.0313197 | Time: 2003.6 ms
[2021-05-02 23:57:50 main:581] : INFO : Epoch 1540 | loss: 0.0309828 | val_loss: 0.0313111 | Time: 2027.21 ms
[2021-05-02 23:57:52 main:581] : INFO : Epoch 1541 | loss: 0.0309887 | val_loss: 0.031314 | Time: 1999.85 ms
[2021-05-02 23:57:54 main:581] : INFO : Epoch 1542 | loss: 0.0309958 | val_loss: 0.0312735 | Time: 1994.24 ms
[2021-05-02 23:57:56 main:581] : INFO : Epoch 1543 | loss: 0.030978 | val_loss: 0.0313076 | Time: 2013.11 ms
[2021-05-02 23:57:58 main:581] : INFO : Epoch 1544 | loss: 0.0309902 | val_loss: 0.0312671 | Time: 1983.82 ms
[2021-05-02 23:58:00 main:581] : INFO : Epoch 1545 | loss: 0.0309853 | val_loss: 0.0313047 | Time: 2015.95 ms
[2021-05-02 23:58:02 main:581] : INFO : Epoch 1546 | loss: 0.0309865 | val_loss: 0.0312919 | Time: 1958.77 ms
[2021-05-02 23:58:04 main:581] : INFO : Epoch 1547 | loss: 0.0310049 | val_loss: 0.0312782 | Time: 1910.01 ms
[2021-05-02 23:58:06 main:581] : INFO : Epoch 1548 | loss: 0.0309939 | val_loss: 0.0312882 | Time: 1901.35 ms
[2021-05-02 23:58:07 main:581] : INFO : Epoch 1549 | loss: 0.0309863 | val_loss: 0.0313038 | Time: 1895.34 ms
[2021-05-02 23:58:09 main:581] : INFO : Epoch 1550 | loss: 0.0309862 | val_loss: 0.0312717 | Time: 1861.84 ms
[2021-05-02 23:58:11 main:581] : INFO : Epoch 1551 | loss: 0.0309901 | val_loss: 0.0312736 | Time: 1949.38 ms
[2021-05-02 23:58:13 main:581] : INFO : Epoch 1552 | loss: 0.0309906 | val_loss: 0.0312956 | Time: 1990.33 ms
[2021-05-02 23:58:15 main:581] : INFO : Epoch 1553 | loss: 0.0309926 | val_loss: 0.0313658 | Time: 2019.95 ms
[2021-05-02 23:58:17 main:581] : INFO : Epoch 1554 | loss: 0.0309899 | val_loss: 0.0312823 | Time: 1988.75 ms
[2021-05-02 23:58:19 main:581] : INFO : Epoch 1555 | loss: 0.0309904 | val_loss: 0.0313045 | Time: 2010.28 ms
[2021-05-02 23:58:21 main:581] : INFO : Epoch 1556 | loss: 0.0309823 | val_loss: 0.0313234 | Time: 1862.6 ms
[2021-05-02 23:58:23 main:581] : INFO : Epoch 1557 | loss: 0.0309808 | val_loss: 0.0313166 | Time: 1977.27 ms
[2021-05-02 23:58:25 main:581] : INFO : Epoch 1558 | loss: 0.0309848 | val_loss: 0.0313048 | Time: 1988.21 ms
[2021-05-02 23:58:27 main:581] : INFO : Epoch 1559 | loss: 0.030985 | val_loss: 0.0313146 | Time: 2025.85 ms
[2021-05-02 23:58:29 main:581] : INFO : Epoch 1560 | loss: 0.0309787 | val_loss: 0.031298 | Time: 1995.57 ms
[2021-05-02 23:58:31 main:581] : INFO : Epoch 1561 | loss: 0.0309848 | val_loss: 0.0312921 | Time: 1984.14 ms
[2021-05-02 23:58:33 main:581] : INFO : Epoch 1562 | loss: 0.0309868 | val_loss: 0.0313104 | Time: 2024.45 ms
[2021-05-02 23:58:35 main:581] : INFO : Epoch 1563 | loss: 0.0309856 | val_loss: 0.0313093 | Time: 2005.32 ms
[2021-05-02 23:58:37 main:581] : INFO : Epoch 1564 | loss: 0.0309858 | val_loss: 0.0313055 | Time: 1721.15 ms
[2021-05-02 23:58:39 main:581] : INFO : Epoch 1565 | loss: 0.0309914 | val_loss: 0.0312929 | Time: 1960.36 ms
[2021-05-02 23:58:41 main:581] : INFO : Epoch 1566 | loss: 0.0309919 | val_loss: 0.0313255 | Time: 1905.5 ms
[2021-05-02 23:58:43 main:581] : INFO : Epoch 1567 | loss: 0.0309802 | val_loss: 0.0313093 | Time: 1913.72 ms
[2021-05-02 23:58:45 main:581] : INFO : Epoch 1568 | loss: 0.0309876 | val_loss: 0.031273 | Time: 1971.93 ms
[2021-05-02 23:58:47 main:581] : INFO : Epoch 1569 | loss: 0.0309888 | val_loss: 0.0313043 | Time: 1952.48 ms
[2021-05-02 23:58:48 main:581] : INFO : Epoch 1570 | loss: 0.0309906 | val_loss: 0.0312672 | Time: 1964.72 ms
[2021-05-02 23:58:51 main:581] : INFO : Epoch 1571 | loss: 0.030992 | val_loss: 0.0312774 | Time: 2023.38 ms
[2021-05-02 23:58:53 main:581] : INFO : Epoch 1572 | loss: 0.0309905 | val_loss: 0.0313608 | Time: 2005.27 ms
[2021-05-02 23:58:54 main:581] : INFO : Epoch 1573 | loss: 0.0309893 | val_loss: 0.0313157 | Time: 1958.16 ms
[2021-05-02 23:58:56 main:581] : INFO : Epoch 1574 | loss: 0.0309794 | val_loss: 0.0312889 | Time: 1983.24 ms
[2021-05-02 23:58:58 main:581] : INFO : Epoch 1575 | loss: 0.0309917 | val_loss: 0.0312853 | Time: 1998.17 ms
[2021-05-02 23:59:00 main:581] : INFO : Epoch 1576 | loss: 0.0309857 | val_loss: 0.031305 | Time: 1995.3 ms
[2021-05-02 23:59:03 main:581] : INFO : Epoch 1577 | loss: 0.0309773 | val_loss: 0.0313153 | Time: 2139.61 ms
[2021-05-02 23:59:05 main:581] : INFO : Epoch 1578 | loss: 0.0309778 | val_loss: 0.0313355 | Time: 2166.27 ms
[2021-05-02 23:59:07 main:581] : INFO : Epoch 1579 | loss: 0.0309807 | val_loss: 0.0312758 | Time: 2015.62 ms
[2021-05-02 23:59:09 main:581] : INFO : Epoch 1580 | loss: 0.0309886 | val_loss: 0.0312849 | Time: 2020.43 ms
[2021-05-02 23:59:11 main:581] : INFO : Epoch 1581 | loss: 0.0309814 | val_loss: 0.0313143 | Time: 2191.73 ms
[2021-05-02 23:59:13 main:581] : INFO : Epoch 1582 | loss: 0.0309818 | val_loss: 0.0313077 | Time: 2088.54 ms
[2021-05-02 23:59:15 main:581] : INFO : Epoch 1583 | loss: 0.0309935 | val_loss: 0.0312797 | Time: 1986.47 ms
[2021-05-02 23:59:17 main:581] : INFO : Epoch 1584 | loss: 0.0309878 | val_loss: 0.0313048 | Time: 1973.35 ms
[2021-05-02 23:59:19 main:581] : INFO : Epoch 1585 | loss: 0.030995 | val_loss: 0.0313142 | Time: 2038.32 ms
[2021-05-02 23:59:21 main:581] : INFO : Epoch 1586 | loss: 0.0309954 | val_loss: 0.0313182 | Time: 2045.12 ms
[2021-05-02 23:59:23 main:581] : INFO : Epoch 1587 | loss: 0.0309883 | val_loss: 0.0312967 | Time: 1996.81 ms
[2021-05-02 23:59:25 main:581] : INFO : Epoch 1588 | loss: 0.0309955 | val_loss: 0.0312793 | Time: 1961.99 ms
[2021-05-02 23:59:27 main:581] : INFO : Epoch 1589 | loss: 0.0309971 | val_loss: 0.0312957 | Time: 2035.11 ms
[2021-05-02 23:59:29 main:581] : INFO : Epoch 1590 | loss: 0.0309845 | val_loss: 0.0313082 | Time: 1973.02 ms
[2021-05-02 23:59:31 main:581] : INFO : Epoch 1591 | loss: 0.0309806 | val_loss: 0.0312888 | Time: 2002.84 ms
[2021-05-02 23:59:33 main:581] : INFO : Epoch 1592 | loss: 0.0309834 | val_loss: 0.0312872 | Time: 1986.97 ms
[2021-05-02 23:59:35 main:581] : INFO : Epoch 1593 | loss: 0.0309775 | val_loss: 0.0312935 | Time: 2011.58 ms
[2021-05-02 23:59:37 main:581] : INFO : Epoch 1594 | loss: 0.0309774 | val_loss: 0.0313059 | Time: 2002.77 ms
[2021-05-02 23:59:39 main:581] : INFO : Epoch 1595 | loss: 0.0309856 | val_loss: 0.0313269 | Time: 1974.09 ms
[2021-05-02 23:59:41 main:581] : INFO : Epoch 1596 | loss: 0.03099 | val_loss: 0.0313134 | Time: 2001.38 ms
[2021-05-02 23:59:43 main:581] : INFO : Epoch 1597 | loss: 0.0309922 | val_loss: 0.0312879 | Time: 1949.97 ms
[2021-05-02 23:59:45 main:581] : INFO : Epoch 1598 | loss: 0.0309926 | val_loss: 0.0313096 | Time: 1960.86 ms
[2021-05-02 23:59:47 main:581] : INFO : Epoch 1599 | loss: 0.0309892 | val_loss: 0.0312923 | Time: 2008.13 ms
[2021-05-02 23:59:49 main:581] : INFO : Epoch 1600 | loss: 0.0309977 | val_loss: 0.0312963 | Time: 1992.01 ms
[2021-05-02 23:59:51 main:581] : INFO : Epoch 1601 | loss: 0.0309825 | val_loss: 0.0313123 | Time: 1948.31 ms
[2021-05-02 23:59:53 main:581] : INFO : Epoch 1602 | loss: 0.0309797 | val_loss: 0.0312798 | Time: 1955.73 ms
[2021-05-02 23:59:55 main:581] : INFO : Epoch 1603 | loss: 0.0309893 | val_loss: 0.031285 | Time: 1835.06 ms
[2021-05-02 23:59:57 main:581] : INFO : Epoch 1604 | loss: 0.0309909 | val_loss: 0.0312713 | Time: 1993.34 ms
[2021-05-02 23:59:59 main:581] : INFO : Epoch 1605 | loss: 0.030996 | val_loss: 0.0312706 | Time: 1863.99 ms
[2021-05-03 00:00:00 main:581] : INFO : Epoch 1606 | loss: 0.0309892 | val_loss: 0.0313433 | Time: 1915.16 ms
[2021-05-03 00:00:02 main:581] : INFO : Epoch 1607 | loss: 0.0309875 | val_loss: 0.0312836 | Time: 1944.07 ms
[2021-05-03 00:00:04 main:581] : INFO : Epoch 1608 | loss: 0.0310018 | val_loss: 0.0313013 | Time: 1997.42 ms
[2021-05-03 00:00:06 main:581] : INFO : Epoch 1609 | loss: 0.0309985 | val_loss: 0.0313121 | Time: 1936.34 ms
[2021-05-03 00:00:08 main:581] : INFO : Epoch 1610 | loss: 0.030989 | val_loss: 0.0313227 | Time: 2029.76 ms
[2021-05-03 00:00:10 main:581] : INFO : Epoch 1611 | loss: 0.030984 | val_loss: 0.0313252 | Time: 2052.99 ms
[2021-05-03 00:00:12 main:581] : INFO : Epoch 1612 | loss: 0.0309886 | val_loss: 0.031297 | Time: 2006.99 ms
[2021-05-03 00:00:14 main:581] : INFO : Epoch 1613 | loss: 0.0309927 | val_loss: 0.0312706 | Time: 2017.64 ms
[2021-05-03 00:00:16 main:581] : INFO : Epoch 1614 | loss: 0.0309877 | val_loss: 0.0312859 | Time: 1976.88 ms
[2021-05-03 00:00:18 main:581] : INFO : Epoch 1615 | loss: 0.0309859 | val_loss: 0.031273 | Time: 2004.6 ms
[2021-05-03 00:00:20 main:581] : INFO : Epoch 1616 | loss: 0.0309836 | val_loss: 0.0313261 | Time: 2005.28 ms
[2021-05-03 00:00:22 main:581] : INFO : Epoch 1617 | loss: 0.0309823 | val_loss: 0.0312737 | Time: 1982.83 ms
[2021-05-03 00:00:24 main:581] : INFO : Epoch 1618 | loss: 0.0309926 | val_loss: 0.0312972 | Time: 1972.91 ms
[2021-05-03 00:00:26 main:581] : INFO : Epoch 1619 | loss: 0.0309807 | val_loss: 0.0312952 | Time: 2058.39 ms
[2021-05-03 00:00:28 main:581] : INFO : Epoch 1620 | loss: 0.0309776 | val_loss: 0.0312829 | Time: 2017.87 ms
[2021-05-03 00:00:31 main:581] : INFO : Epoch 1621 | loss: 0.0309865 | val_loss: 0.0312933 | Time: 2031.98 ms
[2021-05-03 00:00:33 main:581] : INFO : Epoch 1622 | loss: 0.0309913 | val_loss: 0.0313224 | Time: 2019.88 ms
[2021-05-03 00:00:35 main:581] : INFO : Epoch 1623 | loss: 0.0309872 | val_loss: 0.0313099 | Time: 2004.81 ms
[2021-05-03 00:00:37 main:581] : INFO : Epoch 1624 | loss: 0.030982 | val_loss: 0.0313084 | Time: 1949.31 ms
[2021-05-03 00:00:38 main:581] : INFO : Epoch 1625 | loss: 0.0309826 | val_loss: 0.0313003 | Time: 1933.47 ms
[2021-05-03 00:00:40 main:581] : INFO : Epoch 1626 | loss: 0.0309919 | val_loss: 0.0312998 | Time: 1969 ms
[2021-05-03 00:00:42 main:581] : INFO : Epoch 1627 | loss: 0.0309843 | val_loss: 0.0313137 | Time: 2025.44 ms
[2021-05-03 00:00:44 main:581] : INFO : Epoch 1628 | loss: 0.0309809 | val_loss: 0.0313184 | Time: 2009.74 ms
[2021-05-03 00:00:46 main:581] : INFO : Epoch 1629 | loss: 0.0309833 | val_loss: 0.0312878 | Time: 1979.9 ms
[2021-05-03 00:00:48 main:581] : INFO : Epoch 1630 | loss: 0.0309892 | val_loss: 0.0312977 | Time: 2020.91 ms
[2021-05-03 00:00:50 main:581] : INFO : Epoch 1631 | loss: 0.030989 | val_loss: 0.0313025 | Time: 2018.02 ms
[2021-05-03 00:00:52 main:581] : INFO : Epoch 1632 | loss: 0.0309791 | val_loss: 0.0312878 | Time: 1999.66 ms
[2021-05-03 00:00:54 main:581] : INFO : Epoch 1633 | loss: 0.0309819 | val_loss: 0.0313136 | Time: 1903.4 ms
[2021-05-03 00:00:56 main:581] : INFO : Epoch 1634 | loss: 0.0309893 | val_loss: 0.0312805 | Time: 1927.01 ms
[2021-05-03 00:00:58 main:581] : INFO : Epoch 1635 | loss: 0.0309916 | val_loss: 0.0313137 | Time: 2017.12 ms
[2021-05-03 00:01:00 main:581] : INFO : Epoch 1636 | loss: 0.0309924 | val_loss: 0.0313177 | Time: 2029.01 ms
[2021-05-03 00:01:02 main:581] : INFO : Epoch 1637 | loss: 0.0309821 | val_loss: 0.0313075 | Time: 2007.47 ms
[2021-05-03 00:01:04 main:581] : INFO : Epoch 1638 | loss: 0.0309826 | val_loss: 0.0313183 | Time: 1976.39 ms
[2021-05-03 00:01:06 main:581] : INFO : Epoch 1639 | loss: 0.0309855 | val_loss: 0.0312912 | Time: 1972.92 ms
[2021-05-03 00:01:08 main:581] : INFO : Epoch 1640 | loss: 0.0309876 | val_loss: 0.0312864 | Time: 1970.64 ms
[2021-05-03 00:01:10 main:581] : INFO : Epoch 1641 | loss: 0.0309841 | val_loss: 0.0313172 | Time: 1972.46 ms
[2021-05-03 00:01:12 main:581] : INFO : Epoch 1642 | loss: 0.0309788 | val_loss: 0.0313052 | Time: 1972.02 ms
[2021-05-03 00:01:14 main:581] : INFO : Epoch 1643 | loss: 0.0309791 | val_loss: 0.0312808 | Time: 2021.33 ms
[2021-05-03 00:01:16 main:581] : INFO : Epoch 1644 | loss: 0.03098 | val_loss: 0.0312813 | Time: 2022.89 ms
[2021-05-03 00:01:18 main:581] : INFO : Epoch 1645 | loss: 0.0309831 | val_loss: 0.0313341 | Time: 2003.21 ms
[2021-05-03 00:01:20 main:581] : INFO : Epoch 1646 | loss: 0.0309914 | val_loss: 0.0312886 | Time: 2002.77 ms
[2021-05-03 00:01:22 main:581] : INFO : Epoch 1647 | loss: 0.0309839 | val_loss: 0.0312783 | Time: 1964.06 ms
[2021-05-03 00:01:24 main:581] : INFO : Epoch 1648 | loss: 0.0309874 | val_loss: 0.0312805 | Time: 1950.87 ms
[2021-05-03 00:01:26 main:581] : INFO : Epoch 1649 | loss: 0.0309826 | val_loss: 0.0312802 | Time: 1989.32 ms
[2021-05-03 00:01:28 main:581] : INFO : Epoch 1650 | loss: 0.0309747 | val_loss: 0.031323 | Time: 2021.83 ms
[2021-05-03 00:01:30 main:581] : INFO : Epoch 1651 | loss: 0.030978 | val_loss: 0.0313199 | Time: 1945.55 ms
[2021-05-03 00:01:32 main:581] : INFO : Epoch 1652 | loss: 0.0309783 | val_loss: 0.031283 | Time: 1946.07 ms
[2021-05-03 00:01:34 main:581] : INFO : Epoch 1653 | loss: 0.0309865 | val_loss: 0.0312912 | Time: 1973.29 ms
[2021-05-03 00:01:36 main:581] : INFO : Epoch 1654 | loss: 0.0309844 | val_loss: 0.0313372 | Time: 1992.45 ms
[2021-05-03 00:01:38 main:581] : INFO : Epoch 1655 | loss: 0.0309817 | val_loss: 0.0313026 | Time: 1994.84 ms
[2021-05-03 00:01:40 main:581] : INFO : Epoch 1656 | loss: 0.0309843 | val_loss: 0.0313001 | Time: 2039.02 ms
[2021-05-03 00:01:42 main:581] : INFO : Epoch 1657 | loss: 0.0309896 | val_loss: 0.0313169 | Time: 2041.66 ms
[2021-05-03 00:01:44 main:581] : INFO : Epoch 1658 | loss: 0.0309939 | val_loss: 0.0313246 | Time: 1991.17 ms
[2021-05-03 00:01:46 main:581] : INFO : Epoch 1659 | loss: 0.0309809 | val_loss: 0.0312793 | Time: 1982.54 ms
[2021-05-03 00:01:48 main:581] : INFO : Epoch 1660 | loss: 0.0309912 | val_loss: 0.0312684 | Time: 1993.17 ms
[2021-05-03 00:01:50 main:581] : INFO : Epoch 1661 | loss: 0.0309848 | val_loss: 0.0313157 | Time: 1941.48 ms
[2021-05-03 00:01:52 main:581] : INFO : Epoch 1662 | loss: 0.030989 | val_loss: 0.0313034 | Time: 1925.99 ms
[2021-05-03 00:01:54 main:581] : INFO : Epoch 1663 | loss: 0.0309848 | val_loss: 0.0313277 | Time: 2010.75 ms
[2021-05-03 00:01:56 main:581] : INFO : Epoch 1664 | loss: 0.0309829 | val_loss: 0.0313186 | Time: 1992.56 ms
[2021-05-03 00:01:58 main:581] : INFO : Epoch 1665 | loss: 0.0309809 | val_loss: 0.031284 | Time: 2030.46 ms
[2021-05-03 00:02:00 main:581] : INFO : Epoch 1666 | loss: 0.030995 | val_loss: 0.0312913 | Time: 1938.67 ms
[2021-05-03 00:02:02 main:581] : INFO : Epoch 1667 | loss: 0.0309938 | val_loss: 0.0313459 | Time: 1952.99 ms
[2021-05-03 00:02:04 main:581] : INFO : Epoch 1668 | loss: 0.0309959 | val_loss: 0.0312847 | Time: 1903.02 ms
[2021-05-03 00:02:06 main:581] : INFO : Epoch 1669 | loss: 0.0309905 | val_loss: 0.0313413 | Time: 2019.43 ms
[2021-05-03 00:02:08 main:581] : INFO : Epoch 1670 | loss: 0.0310016 | val_loss: 0.0312553 | Time: 2005.93 ms
[2021-05-03 00:02:10 main:581] : INFO : Epoch 1671 | loss: 0.0310065 | val_loss: 0.0312947 | Time: 1920.78 ms
[2021-05-03 00:02:12 main:581] : INFO : Epoch 1672 | loss: 0.0309997 | val_loss: 0.03131 | Time: 1937.47 ms
[2021-05-03 00:02:14 main:581] : INFO : Epoch 1673 | loss: 0.0309856 | val_loss: 0.0313169 | Time: 2018.47 ms
[2021-05-03 00:02:16 main:581] : INFO : Epoch 1674 | loss: 0.0309809 | val_loss: 0.0313314 | Time: 1933.07 ms
[2021-05-03 00:02:18 main:581] : INFO : Epoch 1675 | loss: 0.0309886 | val_loss: 0.0313215 | Time: 1994.54 ms
[2021-05-03 00:02:20 main:581] : INFO : Epoch 1676 | loss: 0.030988 | val_loss: 0.0312787 | Time: 1961.28 ms
[2021-05-03 00:02:22 main:581] : INFO : Epoch 1677 | loss: 0.0309842 | val_loss: 0.0313109 | Time: 2042.72 ms
[2021-05-03 00:02:24 main:581] : INFO : Epoch 1678 | loss: 0.030987 | val_loss: 0.0313142 | Time: 2021.45 ms
[2021-05-03 00:02:26 main:581] : INFO : Epoch 1679 | loss: 0.0309934 | val_loss: 0.0313307 | Time: 1991.28 ms
[2021-05-03 00:02:28 main:581] : INFO : Epoch 1680 | loss: 0.0309893 | val_loss: 0.0313192 | Time: 2014.16 ms
[2021-05-03 00:02:30 main:581] : INFO : Epoch 1681 | loss: 0.0309892 | val_loss: 0.0312839 | Time: 2054.88 ms
[2021-05-03 00:02:32 main:581] : INFO : Epoch 1682 | loss: 0.0309827 | val_loss: 0.0312919 | Time: 2005.77 ms
[2021-05-03 00:02:34 main:581] : INFO : Epoch 1683 | loss: 0.0309876 | val_loss: 0.0313264 | Time: 1991.28 ms
[2021-05-03 00:02:36 main:581] : INFO : Epoch 1684 | loss: 0.0309831 | val_loss: 0.0313237 | Time: 1988.48 ms
[2021-05-03 00:02:38 main:581] : INFO : Epoch 1685 | loss: 0.0309847 | val_loss: 0.0312859 | Time: 1970.37 ms
[2021-05-03 00:02:40 main:581] : INFO : Epoch 1686 | loss: 0.0309946 | val_loss: 0.0313404 | Time: 1965 ms
[2021-05-03 00:02:42 main:581] : INFO : Epoch 1687 | loss: 0.0309903 | val_loss: 0.031304 | Time: 1941 ms
[2021-05-03 00:02:44 main:581] : INFO : Epoch 1688 | loss: 0.030987 | val_loss: 0.0313282 | Time: 2008.19 ms
[2021-05-03 00:02:46 main:581] : INFO : Epoch 1689 | loss: 0.0309849 | val_loss: 0.0313178 | Time: 1974.29 ms
[2021-05-03 00:02:47 main:581] : INFO : Epoch 1690 | loss: 0.0309852 | val_loss: 0.0313032 | Time: 1921.74 ms
[2021-05-03 00:02:49 main:581] : INFO : Epoch 1691 | loss: 0.03098 | val_loss: 0.0313222 | Time: 1953.19 ms
[2021-05-03 00:02:51 main:581] : INFO : Epoch 1692 | loss: 0.0309814 | val_loss: 0.0312896 | Time: 1952.82 ms
[2021-05-03 00:02:53 main:581] : INFO : Epoch 1693 | loss: 0.0309867 | val_loss: 0.0312777 | Time: 2000.26 ms
[2021-05-03 00:02:55 main:581] : INFO : Epoch 1694 | loss: 0.030983 | val_loss: 0.031277 | Time: 2014.85 ms
[2021-05-03 00:02:57 main:581] : INFO : Epoch 1695 | loss: 0.0309893 | val_loss: 0.0312858 | Time: 1954.88 ms
[2021-05-03 00:02:59 main:581] : INFO : Epoch 1696 | loss: 0.0309883 | val_loss: 0.0313001 | Time: 1960.4 ms
[2021-05-03 00:03:01 main:581] : INFO : Epoch 1697 | loss: 0.0309866 | val_loss: 0.0313099 | Time: 2025.03 ms
[2021-05-03 00:03:03 main:581] : INFO : Epoch 1698 | loss: 0.0309849 | val_loss: 0.0312858 | Time: 2025.68 ms
[2021-05-03 00:03:05 main:581] : INFO : Epoch 1699 | loss: 0.0309831 | val_loss: 0.0312897 | Time: 1925.29 ms
[2021-05-03 00:03:07 main:581] : INFO : Epoch 1700 | loss: 0.030994 | val_loss: 0.0312846 | Time: 1981.31 ms
[2021-05-03 00:03:09 main:581] : INFO : Epoch 1701 | loss: 0.0309925 | val_loss: 0.0312886 | Time: 1939.86 ms
[2021-05-03 00:03:11 main:581] : INFO : Epoch 1702 | loss: 0.0309874 | val_loss: 0.0313234 | Time: 2028.13 ms
[2021-05-03 00:03:13 main:581] : INFO : Epoch 1703 | loss: 0.0309949 | val_loss: 0.0312764 | Time: 2030.3 ms
[2021-05-03 00:03:15 main:581] : INFO : Epoch 1704 | loss: 0.0309814 | val_loss: 0.031287 | Time: 2012.39 ms
[2021-05-03 00:03:17 main:581] : INFO : Epoch 1705 | loss: 0.0309857 | val_loss: 0.0312994 | Time: 1997.21 ms
[2021-05-03 00:03:19 main:581] : INFO : Epoch 1706 | loss: 0.0309905 | val_loss: 0.0313398 | Time: 2006.99 ms
[2021-05-03 00:03:21 main:581] : INFO : Epoch 1707 | loss: 0.0309809 | val_loss: 0.031321 | Time: 1985.76 ms
[2021-05-03 00:03:23 main:581] : INFO : Epoch 1708 | loss: 0.0309832 | val_loss: 0.0312999 | Time: 1975.81 ms
[2021-05-03 00:03:25 main:581] : INFO : Epoch 1709 | loss: 0.030989 | val_loss: 0.0312992 | Time: 1988.17 ms
[2021-05-03 00:03:27 main:581] : INFO : Epoch 1710 | loss: 0.030984 | val_loss: 0.0312898 | Time: 1998.32 ms
[2021-05-03 00:03:29 main:581] : INFO : Epoch 1711 | loss: 0.0309759 | val_loss: 0.03131 | Time: 2021.93 ms
[2021-05-03 00:03:31 main:581] : INFO : Epoch 1712 | loss: 0.0309762 | val_loss: 0.0312871 | Time: 2037.02 ms
[2021-05-03 00:03:33 main:581] : INFO : Epoch 1713 | loss: 0.0309952 | val_loss: 0.0313178 | Time: 1951.64 ms
[2021-05-03 00:03:35 main:581] : INFO : Epoch 1714 | loss: 0.0309866 | val_loss: 0.0312762 | Time: 2000.41 ms
[2021-05-03 00:03:37 main:581] : INFO : Epoch 1715 | loss: 0.0309799 | val_loss: 0.0313071 | Time: 2117.34 ms
[2021-05-03 00:03:39 main:581] : INFO : Epoch 1716 | loss: 0.0309854 | val_loss: 0.0313016 | Time: 1966.14 ms
[2021-05-03 00:03:41 main:581] : INFO : Epoch 1717 | loss: 0.0309834 | val_loss: 0.0312859 | Time: 2009.56 ms
[2021-05-03 00:03:43 main:581] : INFO : Epoch 1718 | loss: 0.030982 | val_loss: 0.0312878 | Time: 2015.26 ms
[2021-05-03 00:03:45 main:581] : INFO : Epoch 1719 | loss: 0.0309815 | val_loss: 0.0312889 | Time: 2020.87 ms
[2021-05-03 00:03:47 main:581] : INFO : Epoch 1720 | loss: 0.0309855 | val_loss: 0.0312801 | Time: 1966.46 ms
[2021-05-03 00:03:49 main:581] : INFO : Epoch 1721 | loss: 0.0309909 | val_loss: 0.0313042 | Time: 2049.95 ms
[2021-05-03 00:03:51 main:581] : INFO : Epoch 1722 | loss: 0.0309867 | val_loss: 0.0312889 | Time: 2009.45 ms
[2021-05-03 00:03:53 main:581] : INFO : Epoch 1723 | loss: 0.0309899 | val_loss: 0.0313048 | Time: 1998.52 ms
[2021-05-03 00:03:55 main:581] : INFO : Epoch 1724 | loss: 0.0309904 | val_loss: 0.0312712 | Time: 1964.9 ms
[2021-05-03 00:03:57 main:581] : INFO : Epoch 1725 | loss: 0.0309966 | val_loss: 0.0312793 | Time: 2024.46 ms
[2021-05-03 00:03:59 main:581] : INFO : Epoch 1726 | loss: 0.0309944 | val_loss: 0.0312846 | Time: 1991.1 ms
[2021-05-03 00:04:01 main:581] : INFO : Epoch 1727 | loss: 0.0309824 | val_loss: 0.0312784 | Time: 1956.02 ms
[2021-05-03 00:04:03 main:581] : INFO : Epoch 1728 | loss: 0.0309889 | val_loss: 0.031289 | Time: 1986.47 ms
[2021-05-03 00:04:05 main:581] : INFO : Epoch 1729 | loss: 0.0309946 | val_loss: 0.0312824 | Time: 1944.53 ms
[2021-05-03 00:04:07 main:581] : INFO : Epoch 1730 | loss: 0.0309909 | val_loss: 0.0313023 | Time: 2023.3 ms
[2021-05-03 00:04:09 main:581] : INFO : Epoch 1731 | loss: 0.0309874 | val_loss: 0.0313276 | Time: 1971.28 ms
[2021-05-03 00:04:11 main:581] : INFO : Epoch 1732 | loss: 0.0309834 | val_loss: 0.0313096 | Time: 2030.42 ms
[2021-05-03 00:04:13 main:581] : INFO : Epoch 1733 | loss: 0.0309928 | val_loss: 0.0313447 | Time: 2009.32 ms
[2021-05-03 00:04:15 main:581] : INFO : Epoch 1734 | loss: 0.0309935 | val_loss: 0.0312843 | Time: 2014.04 ms
[2021-05-03 00:04:17 main:581] : INFO : Epoch 1735 | loss: 0.0309928 | val_loss: 0.0313163 | Time: 2009.38 ms
[2021-05-03 00:04:19 main:581] : INFO : Epoch 1736 | loss: 0.0309863 | val_loss: 0.0313195 | Time: 1989.78 ms
[2021-05-03 00:04:21 main:581] : INFO : Epoch 1737 | loss: 0.0309899 | val_loss: 0.0312934 | Time: 2008.05 ms
[2021-05-03 00:04:23 main:581] : INFO : Epoch 1738 | loss: 0.0309825 | val_loss: 0.0313152 | Time: 1961.72 ms
[2021-05-03 00:04:25 main:581] : INFO : Epoch 1739 | loss: 0.0309904 | val_loss: 0.0312889 | Time: 1982.49 ms
[2021-05-03 00:04:27 main:581] : INFO : Epoch 1740 | loss: 0.0310206 | val_loss: 0.0312932 | Time: 1986.64 ms
[2021-05-03 00:04:29 main:581] : INFO : Epoch 1741 | loss: 0.0310109 | val_loss: 0.0312546 | Time: 2001.46 ms
[2021-05-03 00:04:31 main:581] : INFO : Epoch 1742 | loss: 0.0309928 | val_loss: 0.0312996 | Time: 1988.52 ms
[2021-05-03 00:04:33 main:581] : INFO : Epoch 1743 | loss: 0.0309931 | val_loss: 0.0312951 | Time: 1977.36 ms
[2021-05-03 00:04:35 main:581] : INFO : Epoch 1744 | loss: 0.0309857 | val_loss: 0.0312925 | Time: 1990.22 ms
[2021-05-03 00:04:37 main:581] : INFO : Epoch 1745 | loss: 0.0309831 | val_loss: 0.0313264 | Time: 1984.26 ms
[2021-05-03 00:04:39 main:581] : INFO : Epoch 1746 | loss: 0.0309845 | val_loss: 0.0312984 | Time: 1911.5 ms
[2021-05-03 00:04:41 main:581] : INFO : Epoch 1747 | loss: 0.0309787 | val_loss: 0.0313177 | Time: 1936.65 ms
[2021-05-03 00:04:43 main:581] : INFO : Epoch 1748 | loss: 0.0309859 | val_loss: 0.0313283 | Time: 2086.36 ms
[2021-05-03 00:04:45 main:581] : INFO : Epoch 1749 | loss: 0.030984 | val_loss: 0.0313317 | Time: 1994.74 ms
[2021-05-03 00:04:47 main:581] : INFO : Epoch 1750 | loss: 0.0309762 | val_loss: 0.0313038 | Time: 1947.19 ms
[2021-05-03 00:04:49 main:581] : INFO : Epoch 1751 | loss: 0.0309781 | val_loss: 0.0313094 | Time: 1986.58 ms
[2021-05-03 00:04:51 main:581] : INFO : Epoch 1752 | loss: 0.0309775 | val_loss: 0.0312976 | Time: 1958.78 ms
[2021-05-03 00:04:53 main:581] : INFO : Epoch 1753 | loss: 0.0309785 | val_loss: 0.0313208 | Time: 2037.89 ms
[2021-05-03 00:04:55 main:581] : INFO : Epoch 1754 | loss: 0.0309809 | val_loss: 0.0312814 | Time: 1952.76 ms
[2021-05-03 00:04:57 main:581] : INFO : Epoch 1755 | loss: 0.0310264 | val_loss: 0.0312686 | Time: 1929.97 ms
[2021-05-03 00:04:59 main:581] : INFO : Epoch 1756 | loss: 0.031014 | val_loss: 0.0312839 | Time: 2080.04 ms
[2021-05-03 00:05:01 main:581] : INFO : Epoch 1757 | loss: 0.0309974 | val_loss: 0.0312827 | Time: 2007.43 ms
[2021-05-03 00:05:03 main:581] : INFO : Epoch 1758 | loss: 0.0309895 | val_loss: 0.0313077 | Time: 2128.88 ms
[2021-05-03 00:05:05 main:581] : INFO : Epoch 1759 | loss: 0.0309864 | val_loss: 0.0313016 | Time: 2214.45 ms
[2021-05-03 00:05:07 main:581] : INFO : Epoch 1760 | loss: 0.0309872 | val_loss: 0.0312798 | Time: 2105.09 ms
[2021-05-03 00:05:09 main:581] : INFO : Epoch 1761 | loss: 0.030987 | val_loss: 0.031311 | Time: 1985.39 ms
[2021-05-03 00:05:11 main:581] : INFO : Epoch 1762 | loss: 0.0309836 | val_loss: 0.0313179 | Time: 2022.76 ms
[2021-05-03 00:05:13 main:581] : INFO : Epoch 1763 | loss: 0.0309877 | val_loss: 0.0312771 | Time: 1991.68 ms
[2021-05-03 00:05:15 main:581] : INFO : Epoch 1764 | loss: 0.030987 | val_loss: 0.0312743 | Time: 2007.18 ms
[2021-05-03 00:05:18 main:581] : INFO : Epoch 1765 | loss: 0.0309864 | val_loss: 0.0312405 | Time: 2045.03 ms
[2021-05-03 00:05:20 main:581] : INFO : Epoch 1766 | loss: 0.0309858 | val_loss: 0.031294 | Time: 1972.63 ms
[2021-05-03 00:05:22 main:581] : INFO : Epoch 1767 | loss: 0.0309837 | val_loss: 0.0313602 | Time: 1995.35 ms
[2021-05-03 00:05:23 main:581] : INFO : Epoch 1768 | loss: 0.0309847 | val_loss: 0.0312915 | Time: 1970.59 ms
[2021-05-03 00:05:25 main:581] : INFO : Epoch 1769 | loss: 0.030985 | val_loss: 0.0312938 | Time: 1964.09 ms
[2021-05-03 00:05:27 main:581] : INFO : Epoch 1770 | loss: 0.0309834 | val_loss: 0.0312937 | Time: 1679.03 ms
[2021-05-03 00:05:29 main:581] : INFO : Epoch 1771 | loss: 0.0309896 | val_loss: 0.0312807 | Time: 1856.59 ms
[2021-05-03 00:05:31 main:581] : INFO : Epoch 1772 | loss: 0.0309889 | val_loss: 0.0312831 | Time: 1950.09 ms
[2021-05-03 00:05:33 main:581] : INFO : Epoch 1773 | loss: 0.0309931 | val_loss: 0.0312873 | Time: 1989.96 ms
[2021-05-03 00:05:35 main:581] : INFO : Epoch 1774 | loss: 0.0309782 | val_loss: 0.0313063 | Time: 1931.15 ms
[2021-05-03 00:05:37 main:581] : INFO : Epoch 1775 | loss: 0.0309822 | val_loss: 0.0312917 | Time: 1999.65 ms
[2021-05-03 00:05:39 main:581] : INFO : Epoch 1776 | loss: 0.0309778 | val_loss: 0.0312997 | Time: 1919.41 ms
[2021-05-03 00:05:41 main:581] : INFO : Epoch 1777 | loss: 0.0309842 | val_loss: 0.0313074 | Time: 1947.05 ms
[2021-05-03 00:05:43 main:581] : INFO : Epoch 1778 | loss: 0.0309931 | val_loss: 0.0313111 | Time: 1953.21 ms
[2021-05-03 00:05:45 main:581] : INFO : Epoch 1779 | loss: 0.0309814 | val_loss: 0.031292 | Time: 1950.97 ms
[2021-05-03 00:05:47 main:581] : INFO : Epoch 1780 | loss: 0.0309858 | val_loss: 0.0313011 | Time: 1948.4 ms
[2021-05-03 00:05:49 main:581] : INFO : Epoch 1781 | loss: 0.0309897 | val_loss: 0.0313284 | Time: 2011.27 ms
[2021-05-03 00:05:51 main:581] : INFO : Epoch 1782 | loss: 0.0309914 | val_loss: 0.0313252 | Time: 2029.26 ms
[2021-05-03 00:05:53 main:581] : INFO : Epoch 1783 | loss: 0.0309816 | val_loss: 0.0313116 | Time: 1961.44 ms
[2021-05-03 00:05:55 main:581] : INFO : Epoch 1784 | loss: 0.0309866 | val_loss: 0.0312971 | Time: 1999.87 ms
[2021-05-03 00:05:57 main:581] : INFO : Epoch 1785 | loss: 0.0309844 | val_loss: 0.031314 | Time: 1986.65 ms
[2021-05-03 00:05:59 main:581] : INFO : Epoch 1786 | loss: 0.0310065 | val_loss: 0.0312826 | Time: 2013.32 ms
[2021-05-03 00:06:01 main:581] : INFO : Epoch 1787 | loss: 0.031 | val_loss: 0.0312993 | Time: 1976.81 ms
[2021-05-03 00:06:02 main:581] : INFO : Epoch 1788 | loss: 0.0309905 | val_loss: 0.0312754 | Time: 1949.89 ms
[2021-05-03 00:06:05 main:581] : INFO : Epoch 1789 | loss: 0.0309876 | val_loss: 0.0312698 | Time: 2024.19 ms
[2021-05-03 00:06:07 main:581] : INFO : Epoch 1790 | loss: 0.0310011 | val_loss: 0.0313124 | Time: 2020.61 ms
[2021-05-03 00:06:09 main:581] : INFO : Epoch 1791 | loss: 0.0309906 | val_loss: 0.0313125 | Time: 2034.89 ms
[2021-05-03 00:06:11 main:581] : INFO : Epoch 1792 | loss: 0.0309796 | val_loss: 0.0313004 | Time: 2015.75 ms
[2021-05-03 00:06:13 main:581] : INFO : Epoch 1793 | loss: 0.0309797 | val_loss: 0.0313128 | Time: 1986.66 ms
[2021-05-03 00:06:15 main:581] : INFO : Epoch 1794 | loss: 0.0309817 | val_loss: 0.0312853 | Time: 1986.28 ms
[2021-05-03 00:06:17 main:581] : INFO : Epoch 1795 | loss: 0.0309795 | val_loss: 0.0312839 | Time: 1989.83 ms
[2021-05-03 00:06:19 main:581] : INFO : Epoch 1796 | loss: 0.0309906 | val_loss: 0.0312778 | Time: 2024.59 ms
[2021-05-03 00:06:21 main:581] : INFO : Epoch 1797 | loss: 0.0309898 | val_loss: 0.0312857 | Time: 1998.3 ms
[2021-05-03 00:06:23 main:581] : INFO : Epoch 1798 | loss: 0.0309931 | val_loss: 0.0313187 | Time: 1987.62 ms
[2021-05-03 00:06:25 main:581] : INFO : Epoch 1799 | loss: 0.0309923 | val_loss: 0.0313222 | Time: 1956.48 ms
[2021-05-03 00:06:27 main:581] : INFO : Epoch 1800 | loss: 0.0309845 | val_loss: 0.031305 | Time: 2000.03 ms
[2021-05-03 00:06:29 main:581] : INFO : Epoch 1801 | loss: 0.030977 | val_loss: 0.0312865 | Time: 2006.14 ms
[2021-05-03 00:06:30 main:581] : INFO : Epoch 1802 | loss: 0.0309852 | val_loss: 0.0312723 | Time: 1933.18 ms
[2021-05-03 00:06:32 main:581] : INFO : Epoch 1803 | loss: 0.0309888 | val_loss: 0.0312908 | Time: 2015.6 ms
[2021-05-03 00:06:35 main:581] : INFO : Epoch 1804 | loss: 0.0309842 | val_loss: 0.0312766 | Time: 2026.2 ms
[2021-05-03 00:06:36 main:581] : INFO : Epoch 1805 | loss: 0.0309847 | val_loss: 0.0312623 | Time: 1955.83 ms
[2021-05-03 00:06:38 main:581] : INFO : Epoch 1806 | loss: 0.030987 | val_loss: 0.0313317 | Time: 1961.91 ms
[2021-05-03 00:06:40 main:581] : INFO : Epoch 1807 | loss: 0.0309966 | val_loss: 0.0312945 | Time: 2029.66 ms
[2021-05-03 00:06:42 main:581] : INFO : Epoch 1808 | loss: 0.030988 | val_loss: 0.0313072 | Time: 1994.42 ms
[2021-05-03 00:06:44 main:581] : INFO : Epoch 1809 | loss: 0.0309822 | val_loss: 0.0312867 | Time: 2018.33 ms
[2021-05-03 00:06:46 main:581] : INFO : Epoch 1810 | loss: 0.0309908 | val_loss: 0.0313112 | Time: 1993.71 ms
[2021-05-03 00:06:48 main:581] : INFO : Epoch 1811 | loss: 0.0309906 | val_loss: 0.0313077 | Time: 1990.76 ms
[2021-05-03 00:06:50 main:581] : INFO : Epoch 1812 | loss: 0.0309776 | val_loss: 0.0313074 | Time: 2044.24 ms
[2021-05-03 00:06:52 main:581] : INFO : Epoch 1813 | loss: 0.0309794 | val_loss: 0.0313188 | Time: 1957.51 ms
[2021-05-03 00:06:54 main:581] : INFO : Epoch 1814 | loss: 0.030978 | val_loss: 0.0313097 | Time: 1981.76 ms
[2021-05-03 00:06:56 main:581] : INFO : Epoch 1815 | loss: 0.0309823 | val_loss: 0.0313114 | Time: 2033.45 ms
[2021-05-03 00:06:58 main:581] : INFO : Epoch 1816 | loss: 0.0309816 | val_loss: 0.0312894 | Time: 1994.99 ms
[2021-05-03 00:07:00 main:581] : INFO : Epoch 1817 | loss: 0.0309883 | val_loss: 0.0312731 | Time: 2022.02 ms
[2021-05-03 00:07:02 main:581] : INFO : Epoch 1818 | loss: 0.0309932 | val_loss: 0.0312996 | Time: 1994.71 ms
[2021-05-03 00:07:04 main:581] : INFO : Epoch 1819 | loss: 0.0309895 | val_loss: 0.0312674 | Time: 1961.44 ms
[2021-05-03 00:07:06 main:581] : INFO : Epoch 1820 | loss: 0.0309856 | val_loss: 0.0312882 | Time: 1990.18 ms
[2021-05-03 00:07:08 main:581] : INFO : Epoch 1821 | loss: 0.0309806 | val_loss: 0.0312916 | Time: 1914.69 ms
[2021-05-03 00:07:10 main:581] : INFO : Epoch 1822 | loss: 0.0309825 | val_loss: 0.0312799 | Time: 1953.84 ms
[2021-05-03 00:07:12 main:581] : INFO : Epoch 1823 | loss: 0.0309768 | val_loss: 0.0312924 | Time: 1986.99 ms
[2021-05-03 00:07:14 main:581] : INFO : Epoch 1824 | loss: 0.0309812 | val_loss: 0.0312986 | Time: 1981.44 ms
[2021-05-03 00:07:16 main:581] : INFO : Epoch 1825 | loss: 0.0309866 | val_loss: 0.031292 | Time: 2032.87 ms
[2021-05-03 00:07:18 main:581] : INFO : Epoch 1826 | loss: 0.0309933 | val_loss: 0.0313319 | Time: 2009.2 ms
[2021-05-03 00:07:20 main:581] : INFO : Epoch 1827 | loss: 0.0309824 | val_loss: 0.0312914 | Time: 2016.77 ms
[2021-05-03 00:07:22 main:581] : INFO : Epoch 1828 | loss: 0.0309867 | val_loss: 0.031304 | Time: 1980.25 ms
[2021-05-03 00:07:24 main:581] : INFO : Epoch 1829 | loss: 0.030988 | val_loss: 0.031301 | Time: 2001.04 ms
[2021-05-03 00:07:26 main:581] : INFO : Epoch 1830 | loss: 0.0309751 | val_loss: 0.0313308 | Time: 2025.08 ms
[2021-05-03 00:07:28 main:581] : INFO : Epoch 1831 | loss: 0.0309774 | val_loss: 0.0313213 | Time: 1977.75 ms
[2021-05-03 00:07:30 main:581] : INFO : Epoch 1832 | loss: 0.0309862 | val_loss: 0.0312791 | Time: 2037.1 ms
[2021-05-03 00:07:32 main:581] : INFO : Epoch 1833 | loss: 0.0309875 | val_loss: 0.0312955 | Time: 1999.24 ms
[2021-05-03 00:07:34 main:581] : INFO : Epoch 1834 | loss: 0.030986 | val_loss: 0.031322 | Time: 1990.01 ms
[2021-05-03 00:07:36 main:581] : INFO : Epoch 1835 | loss: 0.0309853 | val_loss: 0.0313055 | Time: 2020 ms
[2021-05-03 00:07:38 main:581] : INFO : Epoch 1836 | loss: 0.0309833 | val_loss: 0.0313134 | Time: 1972.7 ms
[2021-05-03 00:07:40 main:581] : INFO : Epoch 1837 | loss: 0.0309754 | val_loss: 0.0313149 | Time: 1937.51 ms
[2021-05-03 00:07:42 main:581] : INFO : Epoch 1838 | loss: 0.0309736 | val_loss: 0.0313228 | Time: 2013.62 ms
[2021-05-03 00:07:44 main:581] : INFO : Epoch 1839 | loss: 0.0309846 | val_loss: 0.0312929 | Time: 1965 ms
[2021-05-03 00:07:46 main:581] : INFO : Epoch 1840 | loss: 0.030993 | val_loss: 0.031279 | Time: 1960.52 ms
[2021-05-03 00:07:48 main:581] : INFO : Epoch 1841 | loss: 0.0309924 | val_loss: 0.0312783 | Time: 2008.73 ms
[2021-05-03 00:07:50 main:581] : INFO : Epoch 1842 | loss: 0.030989 | val_loss: 0.0312932 | Time: 1973.33 ms
[2021-05-03 00:07:52 main:581] : INFO : Epoch 1843 | loss: 0.0309895 | val_loss: 0.0313259 | Time: 2032.07 ms
[2021-05-03 00:07:54 main:581] : INFO : Epoch 1844 | loss: 0.0309831 | val_loss: 0.031288 | Time: 2013.83 ms
[2021-05-03 00:07:56 main:581] : INFO : Epoch 1845 | loss: 0.0309821 | val_loss: 0.0313063 | Time: 1941.79 ms
[2021-05-03 00:07:58 main:581] : INFO : Epoch 1846 | loss: 0.0309813 | val_loss: 0.0312943 | Time: 1934.49 ms
[2021-05-03 00:08:00 main:581] : INFO : Epoch 1847 | loss: 0.0309818 | val_loss: 0.031313 | Time: 1975.34 ms
[2021-05-03 00:08:02 main:581] : INFO : Epoch 1848 | loss: 0.0309833 | val_loss: 0.0313268 | Time: 1995.67 ms
[2021-05-03 00:08:04 main:581] : INFO : Epoch 1849 | loss: 0.0309829 | val_loss: 0.0313368 | Time: 2035.54 ms
[2021-05-03 00:08:06 main:581] : INFO : Epoch 1850 | loss: 0.030985 | val_loss: 0.0312864 | Time: 2000.4 ms
[2021-05-03 00:08:08 main:581] : INFO : Epoch 1851 | loss: 0.0309854 | val_loss: 0.0313419 | Time: 2040.85 ms
[2021-05-03 00:08:10 main:581] : INFO : Epoch 1852 | loss: 0.0309785 | val_loss: 0.0313061 | Time: 2003.18 ms
[2021-05-03 00:08:12 main:581] : INFO : Epoch 1853 | loss: 0.0309858 | val_loss: 0.0313159 | Time: 1990.12 ms
[2021-05-03 00:08:14 main:581] : INFO : Epoch 1854 | loss: 0.0309818 | val_loss: 0.0313432 | Time: 2002.47 ms
[2021-05-03 00:08:16 main:581] : INFO : Epoch 1855 | loss: 0.0309808 | val_loss: 0.0313263 | Time: 2023.23 ms
[2021-05-03 00:08:18 main:581] : INFO : Epoch 1856 | loss: 0.0309801 | val_loss: 0.0313098 | Time: 2004.59 ms
[2021-05-03 00:08:20 main:581] : INFO : Epoch 1857 | loss: 0.0309888 | val_loss: 0.0312622 | Time: 2011.51 ms
[2021-05-03 00:08:22 main:581] : INFO : Epoch 1858 | loss: 0.0309948 | val_loss: 0.0313168 | Time: 2000.12 ms
[2021-05-03 00:08:24 main:581] : INFO : Epoch 1859 | loss: 0.0309897 | val_loss: 0.031293 | Time: 2012.13 ms
[2021-05-03 00:08:26 main:581] : INFO : Epoch 1860 | loss: 0.0309988 | val_loss: 0.0313041 | Time: 2033.81 ms
[2021-05-03 00:08:28 main:581] : INFO : Epoch 1861 | loss: 0.0309845 | val_loss: 0.0313012 | Time: 1996.59 ms
[2021-05-03 00:08:30 main:581] : INFO : Epoch 1862 | loss: 0.0309841 | val_loss: 0.0312806 | Time: 1971.53 ms
[2021-05-03 00:08:32 main:581] : INFO : Epoch 1863 | loss: 0.0310018 | val_loss: 0.0313197 | Time: 2021.28 ms
[2021-05-03 00:08:34 main:581] : INFO : Epoch 1864 | loss: 0.0309904 | val_loss: 0.0312945 | Time: 2001.75 ms
[2021-05-03 00:08:36 main:581] : INFO : Epoch 1865 | loss: 0.0309832 | val_loss: 0.031263 | Time: 2006.11 ms
[2021-05-03 00:08:38 main:581] : INFO : Epoch 1866 | loss: 0.030982 | val_loss: 0.0313222 | Time: 2001.95 ms
[2021-05-03 00:08:40 main:581] : INFO : Epoch 1867 | loss: 0.0309786 | val_loss: 0.031307 | Time: 1993.03 ms
[2021-05-03 00:08:42 main:581] : INFO : Epoch 1868 | loss: 0.0309822 | val_loss: 0.0312829 | Time: 1969.35 ms
[2021-05-03 00:08:44 main:581] : INFO : Epoch 1869 | loss: 0.030982 | val_loss: 0.0313133 | Time: 1903.75 ms
[2021-05-03 00:08:46 main:581] : INFO : Epoch 1870 | loss: 0.0309829 | val_loss: 0.0312975 | Time: 1902.97 ms
[2021-05-03 00:08:48 main:581] : INFO : Epoch 1871 | loss: 0.0309961 | val_loss: 0.0313366 | Time: 1934.17 ms
[2021-05-03 00:08:50 main:581] : INFO : Epoch 1872 | loss: 0.03099 | val_loss: 0.0313025 | Time: 1980.38 ms
[2021-05-03 00:08:52 main:581] : INFO : Epoch 1873 | loss: 0.0309785 | val_loss: 0.0313137 | Time: 1980.04 ms
[2021-05-03 00:08:54 main:581] : INFO : Epoch 1874 | loss: 0.0309815 | val_loss: 0.0313169 | Time: 1941.94 ms
[2021-05-03 00:08:56 main:581] : INFO : Epoch 1875 | loss: 0.0309911 | val_loss: 0.0312977 | Time: 2020.24 ms
[2021-05-03 00:08:58 main:581] : INFO : Epoch 1876 | loss: 0.0309867 | val_loss: 0.0313039 | Time: 2018.68 ms
[2021-05-03 00:09:00 main:581] : INFO : Epoch 1877 | loss: 0.0309845 | val_loss: 0.0313249 | Time: 1962.43 ms
[2021-05-03 00:09:02 main:581] : INFO : Epoch 1878 | loss: 0.0309809 | val_loss: 0.0313193 | Time: 2016.72 ms
[2021-05-03 00:09:04 main:581] : INFO : Epoch 1879 | loss: 0.0309858 | val_loss: 0.0313116 | Time: 1957.51 ms
[2021-05-03 00:09:06 main:581] : INFO : Epoch 1880 | loss: 0.0309837 | val_loss: 0.0312902 | Time: 1948.01 ms
[2021-05-03 00:09:08 main:581] : INFO : Epoch 1881 | loss: 0.030987 | val_loss: 0.0312973 | Time: 1997.62 ms
[2021-05-03 00:09:10 main:581] : INFO : Epoch 1882 | loss: 0.0309826 | val_loss: 0.0313162 | Time: 1962.68 ms
[2021-05-03 00:09:12 main:581] : INFO : Epoch 1883 | loss: 0.0309811 | val_loss: 0.0313044 | Time: 1995.68 ms
[2021-05-03 00:09:14 main:581] : INFO : Epoch 1884 | loss: 0.0309804 | val_loss: 0.0313406 | Time: 2012.83 ms
[2021-05-03 00:09:16 main:581] : INFO : Epoch 1885 | loss: 0.0309843 | val_loss: 0.031339 | Time: 2047.45 ms
[2021-05-03 00:09:18 main:581] : INFO : Epoch 1886 | loss: 0.0309842 | val_loss: 0.0312783 | Time: 1951.08 ms
[2021-05-03 00:09:20 main:581] : INFO : Epoch 1887 | loss: 0.0309954 | val_loss: 0.0313246 | Time: 2014.66 ms
[2021-05-03 00:09:22 main:581] : INFO : Epoch 1888 | loss: 0.0309897 | val_loss: 0.0313055 | Time: 1985.67 ms
[2021-05-03 00:09:24 main:581] : INFO : Epoch 1889 | loss: 0.030986 | val_loss: 0.0312909 | Time: 1996.07 ms
[2021-05-03 00:09:26 main:581] : INFO : Epoch 1890 | loss: 0.030989 | val_loss: 0.031291 | Time: 1953.98 ms
[2021-05-03 00:09:28 main:581] : INFO : Epoch 1891 | loss: 0.0309868 | val_loss: 0.0312948 | Time: 1998.39 ms
[2021-05-03 00:09:30 main:581] : INFO : Epoch 1892 | loss: 0.0309809 | val_loss: 0.0312915 | Time: 2009.41 ms
[2021-05-03 00:09:32 main:581] : INFO : Epoch 1893 | loss: 0.0309881 | val_loss: 0.0312965 | Time: 1991.74 ms
[2021-05-03 00:09:34 main:581] : INFO : Epoch 1894 | loss: 0.0309919 | val_loss: 0.0313039 | Time: 1929.31 ms
[2021-05-03 00:09:36 main:581] : INFO : Epoch 1895 | loss: 0.0309884 | val_loss: 0.0312798 | Time: 1928.47 ms
[2021-05-03 00:09:38 main:581] : INFO : Epoch 1896 | loss: 0.0309846 | val_loss: 0.0312712 | Time: 1990.4 ms
[2021-05-03 00:09:40 main:581] : INFO : Epoch 1897 | loss: 0.031 | val_loss: 0.0313293 | Time: 2037.31 ms
[2021-05-03 00:09:42 main:581] : INFO : Epoch 1898 | loss: 0.0309909 | val_loss: 0.0313162 | Time: 2001.21 ms
[2021-05-03 00:09:44 main:581] : INFO : Epoch 1899 | loss: 0.030982 | val_loss: 0.0312955 | Time: 1992.64 ms
[2021-05-03 00:09:46 main:581] : INFO : Epoch 1900 | loss: 0.030979 | val_loss: 0.0312947 | Time: 1994.79 ms
[2021-05-03 00:09:48 main:581] : INFO : Epoch 1901 | loss: 0.0309854 | val_loss: 0.0313187 | Time: 1975.86 ms
[2021-05-03 00:09:50 main:581] : INFO : Epoch 1902 | loss: 0.0309769 | val_loss: 0.0312953 | Time: 2004.38 ms
[2021-05-03 00:09:52 main:581] : INFO : Epoch 1903 | loss: 0.030975 | val_loss: 0.0313051 | Time: 1992.1 ms
[2021-05-03 00:09:54 main:581] : INFO : Epoch 1904 | loss: 0.030987 | val_loss: 0.0313081 | Time: 2042.87 ms
[2021-05-03 00:09:56 main:581] : INFO : Epoch 1905 | loss: 0.0309837 | val_loss: 0.0313229 | Time: 1986.34 ms
[2021-05-03 00:09:58 main:581] : INFO : Epoch 1906 | loss: 0.0309788 | val_loss: 0.0312881 | Time: 1990.65 ms
[2021-05-03 00:10:00 main:581] : INFO : Epoch 1907 | loss: 0.0309872 | val_loss: 0.0313153 | Time: 1990.53 ms
[2021-05-03 00:10:02 main:581] : INFO : Epoch 1908 | loss: 0.0309843 | val_loss: 0.0313233 | Time: 2008.98 ms
[2021-05-03 00:10:04 main:581] : INFO : Epoch 1909 | loss: 0.0309813 | val_loss: 0.0313129 | Time: 2003.51 ms
[2021-05-03 00:10:06 main:581] : INFO : Epoch 1910 | loss: 0.0309844 | val_loss: 0.0313053 | Time: 1988.39 ms
[2021-05-03 00:10:08 main:581] : INFO : Epoch 1911 | loss: 0.0309805 | val_loss: 0.0312919 | Time: 2047.92 ms
[2021-05-03 00:10:10 main:581] : INFO : Epoch 1912 | loss: 0.0309959 | val_loss: 0.0313061 | Time: 2007.1 ms
[2021-05-03 00:10:12 main:581] : INFO : Epoch 1913 | loss: 0.0309968 | val_loss: 0.0312797 | Time: 1948.49 ms
[2021-05-03 00:10:13 main:581] : INFO : Epoch 1914 | loss: 0.0309897 | val_loss: 0.0313071 | Time: 1925.71 ms
[2021-05-03 00:10:15 main:581] : INFO : Epoch 1915 | loss: 0.0309809 | val_loss: 0.0312875 | Time: 1948.69 ms
[2021-05-03 00:10:17 main:581] : INFO : Epoch 1916 | loss: 0.030986 | val_loss: 0.0312997 | Time: 1904.68 ms
[2021-05-03 00:10:19 main:581] : INFO : Epoch 1917 | loss: 0.0309831 | val_loss: 0.0313286 | Time: 1980.33 ms
[2021-05-03 00:10:21 main:581] : INFO : Epoch 1918 | loss: 0.0309918 | val_loss: 0.0313451 | Time: 1992.53 ms
[2021-05-03 00:10:23 main:581] : INFO : Epoch 1919 | loss: 0.0309889 | val_loss: 0.0312851 | Time: 1912.78 ms
[2021-05-03 00:10:25 main:581] : INFO : Epoch 1920 | loss: 0.0309845 | val_loss: 0.0312853 | Time: 1996.05 ms
[2021-05-03 00:10:27 main:581] : INFO : Epoch 1921 | loss: 0.0309892 | val_loss: 0.0312982 | Time: 1992.42 ms
[2021-05-03 00:10:29 main:581] : INFO : Epoch 1922 | loss: 0.0309913 | val_loss: 0.0312749 | Time: 1977.49 ms
[2021-05-03 00:10:31 main:581] : INFO : Epoch 1923 | loss: 0.0309902 | val_loss: 0.0312835 | Time: 1972.98 ms
[2021-05-03 00:10:33 main:581] : INFO : Epoch 1924 | loss: 0.0309872 | val_loss: 0.0312988 | Time: 2049.84 ms
[2021-05-03 00:10:35 main:581] : INFO : Epoch 1925 | loss: 0.0309815 | val_loss: 0.0312833 | Time: 2052.34 ms
[2021-05-03 00:10:37 main:581] : INFO : Epoch 1926 | loss: 0.0309891 | val_loss: 0.0313265 | Time: 2047.78 ms
[2021-05-03 00:10:39 main:581] : INFO : Epoch 1927 | loss: 0.0309939 | val_loss: 0.0313062 | Time: 2015.26 ms
[2021-05-03 00:10:41 main:581] : INFO : Epoch 1928 | loss: 0.0309783 | val_loss: 0.0312983 | Time: 2056.48 ms
[2021-05-03 00:10:43 main:581] : INFO : Epoch 1929 | loss: 0.0309798 | val_loss: 0.0313006 | Time: 1994.3 ms
[2021-05-03 00:10:45 main:581] : INFO : Epoch 1930 | loss: 0.0309833 | val_loss: 0.0312769 | Time: 1988.19 ms
[2021-05-03 00:10:47 main:581] : INFO : Epoch 1931 | loss: 0.0309852 | val_loss: 0.0312856 | Time: 2067.24 ms
[2021-05-03 00:10:49 main:581] : INFO : Epoch 1932 | loss: 0.0309874 | val_loss: 0.0312849 | Time: 1945.12 ms
[2021-05-03 00:10:51 main:581] : INFO : Epoch 1933 | loss: 0.0309823 | val_loss: 0.0312883 | Time: 1955.54 ms
[2021-05-03 00:10:53 main:581] : INFO : Epoch 1934 | loss: 0.0309889 | val_loss: 0.0313434 | Time: 1941.74 ms
[2021-05-03 00:10:55 main:581] : INFO : Epoch 1935 | loss: 0.0309918 | val_loss: 0.0312747 | Time: 2005.88 ms
[2021-05-03 00:10:57 main:581] : INFO : Epoch 1936 | loss: 0.0309969 | val_loss: 0.031279 | Time: 2005.49 ms
[2021-05-03 00:10:59 main:581] : INFO : Epoch 1937 | loss: 0.0309906 | val_loss: 0.0312631 | Time: 1973.7 ms
[2021-05-03 00:11:01 main:581] : INFO : Epoch 1938 | loss: 0.0309837 | val_loss: 0.0313178 | Time: 1991.26 ms
[2021-05-03 00:11:03 main:581] : INFO : Epoch 1939 | loss: 0.0309931 | val_loss: 0.0313086 | Time: 1993.2 ms
[2021-05-03 00:11:05 main:581] : INFO : Epoch 1940 | loss: 0.0309969 | val_loss: 0.0312993 | Time: 2031.29 ms
[2021-05-03 00:11:07 main:581] : INFO : Epoch 1941 | loss: 0.0309957 | val_loss: 0.0313054 | Time: 1988.31 ms
[2021-05-03 00:11:09 main:581] : INFO : Epoch 1942 | loss: 0.0309936 | val_loss: 0.0313058 | Time: 2011.81 ms
[2021-05-03 00:11:11 main:581] : INFO : Epoch 1943 | loss: 0.0309867 | val_loss: 0.0313047 | Time: 1977.15 ms
[2021-05-03 00:11:13 main:581] : INFO : Epoch 1944 | loss: 0.030984 | val_loss: 0.0313204 | Time: 2023.26 ms
[2021-05-03 00:11:15 main:581] : INFO : Epoch 1945 | loss: 0.0309783 | val_loss: 0.0313024 | Time: 1992.64 ms
[2021-05-03 00:11:17 main:581] : INFO : Epoch 1946 | loss: 0.03098 | val_loss: 0.0313149 | Time: 1883.87 ms
[2021-05-03 00:11:19 main:581] : INFO : Epoch 1947 | loss: 0.030991 | val_loss: 0.0313044 | Time: 1921.16 ms
[2021-05-03 00:11:21 main:581] : INFO : Epoch 1948 | loss: 0.0309832 | val_loss: 0.0312578 | Time: 1985.87 ms
[2021-05-03 00:11:23 main:581] : INFO : Epoch 1949 | loss: 0.0309908 | val_loss: 0.031321 | Time: 2020.15 ms
[2021-05-03 00:11:25 main:581] : INFO : Epoch 1950 | loss: 0.0309919 | val_loss: 0.0313322 | Time: 1992.73 ms
[2021-05-03 00:11:27 main:581] : INFO : Epoch 1951 | loss: 0.0309865 | val_loss: 0.0312888 | Time: 1972.85 ms
[2021-05-03 00:11:29 main:581] : INFO : Epoch 1952 | loss: 0.0309872 | val_loss: 0.0312816 | Time: 2013.08 ms
[2021-05-03 00:11:31 main:581] : INFO : Epoch 1953 | loss: 0.0309869 | val_loss: 0.031315 | Time: 2069.67 ms
[2021-05-03 00:11:33 main:581] : INFO : Epoch 1954 | loss: 0.030985 | val_loss: 0.0313398 | Time: 2054.77 ms
[2021-05-03 00:11:35 main:581] : INFO : Epoch 1955 | loss: 0.0309957 | val_loss: 0.0312903 | Time: 2049.95 ms
[2021-05-03 00:11:37 main:581] : INFO : Epoch 1956 | loss: 0.0309883 | val_loss: 0.0312761 | Time: 1918.78 ms
[2021-05-03 00:11:39 main:581] : INFO : Epoch 1957 | loss: 0.0309869 | val_loss: 0.0312782 | Time: 1958.34 ms
[2021-05-03 00:11:41 main:581] : INFO : Epoch 1958 | loss: 0.0309908 | val_loss: 0.0313172 | Time: 1953.12 ms
[2021-05-03 00:11:43 main:581] : INFO : Epoch 1959 | loss: 0.0309796 | val_loss: 0.0312765 | Time: 2012.96 ms
[2021-05-03 00:11:45 main:581] : INFO : Epoch 1960 | loss: 0.0309832 | val_loss: 0.0313055 | Time: 2034.47 ms
[2021-05-03 00:11:47 main:581] : INFO : Epoch 1961 | loss: 0.0309803 | val_loss: 0.0313335 | Time: 2009.31 ms
[2021-05-03 00:11:49 main:581] : INFO : Epoch 1962 | loss: 0.0309803 | val_loss: 0.0313163 | Time: 1964.44 ms
[2021-05-03 00:11:51 main:581] : INFO : Epoch 1963 | loss: 0.0309933 | val_loss: 0.0312779 | Time: 1980.64 ms
[2021-05-03 00:11:53 main:581] : INFO : Epoch 1964 | loss: 0.0309854 | val_loss: 0.0313227 | Time: 1974.18 ms
[2021-05-03 00:11:55 main:581] : INFO : Epoch 1965 | loss: 0.0309789 | val_loss: 0.0313279 | Time: 2020.78 ms
[2021-05-03 00:11:57 main:581] : INFO : Epoch 1966 | loss: 0.0309907 | val_loss: 0.0313174 | Time: 1979.06 ms
[2021-05-03 00:11:59 main:581] : INFO : Epoch 1967 | loss: 0.0309843 | val_loss: 0.0313046 | Time: 1985.17 ms
[2021-05-03 00:12:01 main:581] : INFO : Epoch 1968 | loss: 0.0309762 | val_loss: 0.0313088 | Time: 1989.81 ms
[2021-05-03 00:12:03 main:581] : INFO : Epoch 1969 | loss: 0.0309862 | val_loss: 0.0313218 | Time: 2013.36 ms
[2021-05-03 00:12:05 main:581] : INFO : Epoch 1970 | loss: 0.03099 | val_loss: 0.0312883 | Time: 1955.19 ms
[2021-05-03 00:12:07 main:581] : INFO : Epoch 1971 | loss: 0.0309837 | val_loss: 0.031285 | Time: 1969 ms
[2021-05-03 00:12:09 main:581] : INFO : Epoch 1972 | loss: 0.0309835 | val_loss: 0.0313106 | Time: 1967.6 ms
[2021-05-03 00:12:11 main:581] : INFO : Epoch 1973 | loss: 0.0309878 | val_loss: 0.0313095 | Time: 2020.98 ms
[2021-05-03 00:12:13 main:581] : INFO : Epoch 1974 | loss: 0.0309883 | val_loss: 0.0313052 | Time: 1943.94 ms
[2021-05-03 00:12:15 main:581] : INFO : Epoch 1975 | loss: 0.0309864 | val_loss: 0.0313203 | Time: 1989.89 ms
[2021-05-03 00:12:17 main:581] : INFO : Epoch 1976 | loss: 0.0309827 | val_loss: 0.0313164 | Time: 1951.79 ms
[2021-05-03 00:12:19 main:581] : INFO : Epoch 1977 | loss: 0.0309965 | val_loss: 0.0312707 | Time: 2031.4 ms
[2021-05-03 00:12:21 main:581] : INFO : Epoch 1978 | loss: 0.0309855 | val_loss: 0.0313174 | Time: 2014.87 ms
[2021-05-03 00:12:23 main:581] : INFO : Epoch 1979 | loss: 0.0309819 | val_loss: 0.0313192 | Time: 1927.95 ms
[2021-05-03 00:12:25 main:581] : INFO : Epoch 1980 | loss: 0.0309758 | val_loss: 0.0313152 | Time: 1942.74 ms
[2021-05-03 00:12:27 main:581] : INFO : Epoch 1981 | loss: 0.030995 | val_loss: 0.0313305 | Time: 2012.28 ms
[2021-05-03 00:12:29 main:581] : INFO : Epoch 1982 | loss: 0.0309891 | val_loss: 0.0313183 | Time: 2028.34 ms
[2021-05-03 00:12:31 main:581] : INFO : Epoch 1983 | loss: 0.0309917 | val_loss: 0.0312877 | Time: 1961.23 ms
[2021-05-03 00:12:33 main:581] : INFO : Epoch 1984 | loss: 0.0309872 | val_loss: 0.0313091 | Time: 1975.73 ms
[2021-05-03 00:12:35 main:581] : INFO : Epoch 1985 | loss: 0.030975 | val_loss: 0.0312962 | Time: 1971.58 ms
[2021-05-03 00:12:37 main:581] : INFO : Epoch 1986 | loss: 0.0309795 | val_loss: 0.0312922 | Time: 2029.62 ms
[2021-05-03 00:12:39 main:581] : INFO : Epoch 1987 | loss: 0.0309846 | val_loss: 0.0312856 | Time: 1977.99 ms
[2021-05-03 00:12:41 main:581] : INFO : Epoch 1988 | loss: 0.0309851 | val_loss: 0.0313133 | Time: 1921.92 ms
[2021-05-03 00:12:43 main:581] : INFO : Epoch 1989 | loss: 0.0309822 | val_loss: 0.0312834 | Time: 1924.95 ms
[2021-05-03 00:12:45 main:581] : INFO : Epoch 1990 | loss: 0.030979 | val_loss: 0.0313106 | Time: 1989.26 ms
[2021-05-03 00:12:47 main:581] : INFO : Epoch 1991 | loss: 0.0309806 | val_loss: 0.0313149 | Time: 1998.57 ms
[2021-05-03 00:12:49 main:581] : INFO : Epoch 1992 | loss: 0.0309928 | val_loss: 0.0312843 | Time: 1981.32 ms
[2021-05-03 00:12:51 main:581] : INFO : Epoch 1993 | loss: 0.0309869 | val_loss: 0.0313271 | Time: 1960.43 ms
[2021-05-03 00:12:52 main:581] : INFO : Epoch 1994 | loss: 0.0309843 | val_loss: 0.031285 | Time: 1991.24 ms
[2021-05-03 00:12:54 main:581] : INFO : Epoch 1995 | loss: 0.0309849 | val_loss: 0.031327 | Time: 1981.18 ms
[2021-05-03 00:12:56 main:581] : INFO : Epoch 1996 | loss: 0.0309886 | val_loss: 0.0312896 | Time: 2019.47 ms
[2021-05-03 00:12:58 main:581] : INFO : Epoch 1997 | loss: 0.0309857 | val_loss: 0.031319 | Time: 1979.66 ms
[2021-05-03 00:13:00 main:581] : INFO : Epoch 1998 | loss: 0.0309797 | val_loss: 0.031289 | Time: 2007.14 ms
[2021-05-03 00:13:02 main:581] : INFO : Epoch 1999 | loss: 0.0310003 | val_loss: 0.0313074 | Time: 1970.59 ms
[2021-05-03 00:13:04 main:581] : INFO : Epoch 2000 | loss: 0.0310022 | val_loss: 0.0312855 | Time: 1939.3 ms
[2021-05-03 00:13:06 main:581] : INFO : Epoch 2001 | loss: 0.0310093 | val_loss: 0.0312887 | Time: 1802.56 ms
[2021-05-03 00:13:08 main:581] : INFO : Epoch 2002 | loss: 0.030993 | val_loss: 0.0313248 | Time: 2001.04 ms
[2021-05-03 00:13:10 main:581] : INFO : Epoch 2003 | loss: 0.0309798 | val_loss: 0.0313212 | Time: 1956.69 ms
[2021-05-03 00:13:12 main:581] : INFO : Epoch 2004 | loss: 0.0309794 | val_loss: 0.0313038 | Time: 1893.58 ms
[2021-05-03 00:13:14 main:581] : INFO : Epoch 2005 | loss: 0.0309781 | val_loss: 0.0313167 | Time: 2001.72 ms
[2021-05-03 00:13:16 main:581] : INFO : Epoch 2006 | loss: 0.0309794 | val_loss: 0.0312935 | Time: 1995.72 ms
[2021-05-03 00:13:18 main:581] : INFO : Epoch 2007 | loss: 0.0309776 | val_loss: 0.0313254 | Time: 1967.69 ms
[2021-05-03 00:13:20 main:581] : INFO : Epoch 2008 | loss: 0.0309826 | val_loss: 0.0313143 | Time: 1977.63 ms
[2021-05-03 00:13:22 main:581] : INFO : Epoch 2009 | loss: 0.031001 | val_loss: 0.0313008 | Time: 2005.24 ms
[2021-05-03 00:13:24 main:581] : INFO : Epoch 2010 | loss: 0.0309972 | val_loss: 0.0313134 | Time: 1930.46 ms
[2021-05-03 00:13:26 main:581] : INFO : Epoch 2011 | loss: 0.0309938 | val_loss: 0.0312933 | Time: 2005.67 ms
[2021-05-03 00:13:28 main:581] : INFO : Epoch 2012 | loss: 0.0309906 | val_loss: 0.0312704 | Time: 2000.85 ms
[2021-05-03 00:13:30 main:581] : INFO : Epoch 2013 | loss: 0.030986 | val_loss: 0.0313089 | Time: 2024.75 ms
[2021-05-03 00:13:32 main:581] : INFO : Epoch 2014 | loss: 0.0309856 | val_loss: 0.0312937 | Time: 2003.46 ms
[2021-05-03 00:13:34 main:581] : INFO : Epoch 2015 | loss: 0.0309879 | val_loss: 0.0312884 | Time: 1990.97 ms
[2021-05-03 00:13:36 main:581] : INFO : Epoch 2016 | loss: 0.0309787 | val_loss: 0.03132 | Time: 2015.67 ms
[2021-05-03 00:13:38 main:581] : INFO : Epoch 2017 | loss: 0.0309813 | val_loss: 0.0313184 | Time: 1956.45 ms
[2021-05-03 00:13:40 main:581] : INFO : Epoch 2018 | loss: 0.0309828 | val_loss: 0.0313113 | Time: 1987.56 ms
[2021-05-03 00:13:42 main:581] : INFO : Epoch 2019 | loss: 0.0309809 | val_loss: 0.031313 | Time: 1990.9 ms
[2021-05-03 00:13:44 main:581] : INFO : Epoch 2020 | loss: 0.0309814 | val_loss: 0.0312744 | Time: 1988.15 ms
[2021-05-03 00:13:46 main:581] : INFO : Epoch 2021 | loss: 0.0309949 | val_loss: 0.0312866 | Time: 1936.12 ms
[2021-05-03 00:13:48 main:581] : INFO : Epoch 2022 | loss: 0.0309888 | val_loss: 0.0313216 | Time: 1960.51 ms
[2021-05-03 00:13:50 main:581] : INFO : Epoch 2023 | loss: 0.0309872 | val_loss: 0.0313075 | Time: 1984.06 ms
[2021-05-03 00:13:52 main:581] : INFO : Epoch 2024 | loss: 0.0309811 | val_loss: 0.0313509 | Time: 2001.53 ms
[2021-05-03 00:13:54 main:581] : INFO : Epoch 2025 | loss: 0.0309784 | val_loss: 0.031328 | Time: 2038.54 ms
[2021-05-03 00:13:56 main:581] : INFO : Epoch 2026 | loss: 0.0309802 | val_loss: 0.0313373 | Time: 1944.96 ms
[2021-05-03 00:13:58 main:581] : INFO : Epoch 2027 | loss: 0.0309781 | val_loss: 0.0313043 | Time: 1970.87 ms
[2021-05-03 00:14:00 main:581] : INFO : Epoch 2028 | loss: 0.0309773 | val_loss: 0.0313114 | Time: 1991.65 ms
[2021-05-03 00:14:02 main:581] : INFO : Epoch 2029 | loss: 0.0309829 | val_loss: 0.0313055 | Time: 1878.83 ms
[2021-05-03 00:14:04 main:581] : INFO : Epoch 2030 | loss: 0.0309859 | val_loss: 0.0313034 | Time: 1943.09 ms
[2021-05-03 00:14:06 main:581] : INFO : Epoch 2031 | loss: 0.0309864 | val_loss: 0.0313123 | Time: 2044.78 ms
[2021-05-03 00:14:08 main:581] : INFO : Epoch 2032 | loss: 0.030987 | val_loss: 0.0312816 | Time: 1981.96 ms
[2021-05-03 00:14:10 main:581] : INFO : Epoch 2033 | loss: 0.0309787 | val_loss: 0.0312893 | Time: 1989.87 ms
[2021-05-03 00:14:12 main:581] : INFO : Epoch 2034 | loss: 0.0309859 | val_loss: 0.0313021 | Time: 1971.32 ms
[2021-05-03 00:14:14 main:581] : INFO : Epoch 2035 | loss: 0.0309847 | val_loss: 0.0313018 | Time: 2035.88 ms
[2021-05-03 00:14:16 main:581] : INFO : Epoch 2036 | loss: 0.0309889 | val_loss: 0.0312862 | Time: 1971.92 ms
[2021-05-03 00:14:17 main:581] : INFO : Epoch 2037 | loss: 0.0309932 | val_loss: 0.0312865 | Time: 1909.61 ms
[2021-05-03 00:14:19 main:581] : INFO : Epoch 2038 | loss: 0.0309978 | val_loss: 0.0312844 | Time: 2024.36 ms
[2021-05-03 00:14:21 main:581] : INFO : Epoch 2039 | loss: 0.0309896 | val_loss: 0.0313011 | Time: 1988.49 ms
[2021-05-03 00:14:23 main:581] : INFO : Epoch 2040 | loss: 0.0309873 | val_loss: 0.0313286 | Time: 1977.99 ms
[2021-05-03 00:14:25 main:581] : INFO : Epoch 2041 | loss: 0.0309843 | val_loss: 0.0313104 | Time: 1992.98 ms
[2021-05-03 00:14:27 main:581] : INFO : Epoch 2042 | loss: 0.0309776 | val_loss: 0.0313252 | Time: 2046.76 ms
[2021-05-03 00:14:29 main:581] : INFO : Epoch 2043 | loss: 0.0309739 | val_loss: 0.0313063 | Time: 1980.45 ms
[2021-05-03 00:14:31 main:581] : INFO : Epoch 2044 | loss: 0.0309744 | val_loss: 0.0312989 | Time: 2013.58 ms
[2021-05-03 00:14:34 main:581] : INFO : Epoch 2045 | loss: 0.0309733 | val_loss: 0.0313241 | Time: 2021.6 ms
[2021-05-03 00:14:36 main:581] : INFO : Epoch 2046 | loss: 0.0309771 | val_loss: 0.0312906 | Time: 2003.37 ms
[2021-05-03 00:14:38 main:581] : INFO : Epoch 2047 | loss: 0.0309799 | val_loss: 0.0312785 | Time: 1998.2 ms
[2021-05-03 00:14:39 main:581] : INFO : Epoch 2048 | loss: 0.0309788 | val_loss: 0.0313007 | Time: 1987.09 ms
[2021-05-03 00:14:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313007
[2021-05-03 00:14:39 main:610] : INFO : Saving end state to config to file
[2021-05-03 00:14:39 main:615] : INFO : Success, exiting..
00:14:39 (1117819): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)