Task 13854526
| Name | ParityModified-1647043649-2592-3-0_0 |
| Workunit | 10933723 |
| Created | 27 Mar 2022, 14:58:26 UTC |
| Sent | 1 Apr 2022, 14:32:31 UTC |
| Report deadline | 9 Apr 2022, 14:32:31 UTC |
| Received | 6 Apr 2022, 19:30:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 8 min 36 sec |
| CPU time | 1 hours 5 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1567 | loss: 0.0311621 | val_loss: 0.0311977 | Time: 2166.29 ms
[2022-04-06 12:08:38 main:574] : INFO : Epoch 1568 | loss: 0.0311661 | val_loss: 0.0311966 | Time: 2142.1 ms
[2022-04-06 12:08:41 main:574] : INFO : Epoch 1569 | loss: 0.0311695 | val_loss: 0.0311912 | Time: 2227.43 ms
[2022-04-06 12:08:43 main:574] : INFO : Epoch 1570 | loss: 0.0311675 | val_loss: 0.0311895 | Time: 2116.78 ms
[2022-04-06 12:08:45 main:574] : INFO : Epoch 1571 | loss: 0.0311659 | val_loss: 0.0311894 | Time: 2128.39 ms
[2022-04-06 12:08:47 main:574] : INFO : Epoch 1572 | loss: 0.0311646 | val_loss: 0.0311879 | Time: 2139.81 ms
[2022-04-06 12:08:49 main:574] : INFO : Epoch 1573 | loss: 0.0311638 | val_loss: 0.0311899 | Time: 2104.22 ms
[2022-04-06 12:08:51 main:574] : INFO : Epoch 1574 | loss: 0.0311624 | val_loss: 0.0311872 | Time: 2169.19 ms
[2022-04-06 12:08:54 main:574] : INFO : Epoch 1575 | loss: 0.0311617 | val_loss: 0.0311884 | Time: 2232.87 ms
[2022-04-06 12:08:56 main:574] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311899 | Time: 2132.49 ms
[2022-04-06 12:08:58 main:574] : INFO : Epoch 1577 | loss: 0.0311607 | val_loss: 0.031189 | Time: 2117.2 ms
[2022-04-06 12:09:00 main:574] : INFO : Epoch 1578 | loss: 0.0311619 | val_loss: 0.0311869 | Time: 2129.61 ms
[2022-04-06 12:09:02 main:574] : INFO : Epoch 1579 | loss: 0.0311607 | val_loss: 0.0311917 | Time: 2163.31 ms
[2022-04-06 12:09:04 main:574] : INFO : Epoch 1580 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 2127.51 ms
[2022-04-06 12:09:07 main:574] : INFO : Epoch 1581 | loss: 0.0311642 | val_loss: 0.0311929 | Time: 2130.38 ms
[2022-04-06 12:09:09 main:574] : INFO : Epoch 1582 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 2174.77 ms
[2022-04-06 12:09:11 main:574] : INFO : Epoch 1583 | loss: 0.0311666 | val_loss: 0.0311919 | Time: 2093.47 ms
[2022-04-06 12:09:13 main:574] : INFO : Epoch 1584 | loss: 0.0311627 | val_loss: 0.0311904 | Time: 2179.62 ms
[2022-04-06 12:09:15 main:574] : INFO : Epoch 1585 | loss: 0.0311608 | val_loss: 0.0311903 | Time: 2145.62 ms
[2022-04-06 12:09:17 main:574] : INFO : Epoch 1586 | loss: 0.0311613 | val_loss: 0.0311858 | Time: 2151.32 ms
[2022-04-06 12:09:19 main:574] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311885 | Time: 2159.36 ms
[2022-04-06 12:09:22 main:574] : INFO : Epoch 1588 | loss: 0.0311637 | val_loss: 0.0311939 | Time: 2161.53 ms
[2022-04-06 12:09:24 main:574] : INFO : Epoch 1589 | loss: 0.0311627 | val_loss: 0.031191 | Time: 2162.24 ms
[2022-04-06 12:09:26 main:574] : INFO : Epoch 1590 | loss: 0.031165 | val_loss: 0.0311875 | Time: 2204.59 ms
[2022-04-06 12:09:28 main:574] : INFO : Epoch 1591 | loss: 0.0311634 | val_loss: 0.0311889 | Time: 2137.14 ms
[2022-04-06 12:09:30 main:574] : INFO : Epoch 1592 | loss: 0.0311639 | val_loss: 0.0311933 | Time: 2232.39 ms
[2022-04-06 12:09:33 main:574] : INFO : Epoch 1593 | loss: 0.0311632 | val_loss: 0.0311879 | Time: 2158 ms
[2022-04-06 12:09:35 main:574] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.0311883 | Time: 2159.09 ms
[2022-04-06 12:09:37 main:574] : INFO : Epoch 1595 | loss: 0.03116 | val_loss: 0.031191 | Time: 2212 ms
[2022-04-06 12:09:39 main:574] : INFO : Epoch 1596 | loss: 0.0311608 | val_loss: 0.0311893 | Time: 2106.32 ms
[2022-04-06 12:09:41 main:574] : INFO : Epoch 1597 | loss: 0.0311631 | val_loss: 0.0311932 | Time: 2150.15 ms
[2022-04-06 12:09:44 main:574] : INFO : Epoch 1598 | loss: 0.0311631 | val_loss: 0.0311891 | Time: 2185.74 ms
[2022-04-06 12:09:46 main:574] : INFO : Epoch 1599 | loss: 0.0311624 | val_loss: 0.0311901 | Time: 2202.09 ms
[2022-04-06 12:09:48 main:574] : INFO : Epoch 1600 | loss: 0.0311629 | val_loss: 0.0312008 | Time: 2129.95 ms
[2022-04-06 12:09:50 main:574] : INFO : Epoch 1601 | loss: 0.0311623 | val_loss: 0.0311876 | Time: 2173.26 ms
[2022-04-06 12:09:52 main:574] : INFO : Epoch 1602 | loss: 0.0311625 | val_loss: 0.03119 | Time: 2181.17 ms
[2022-04-06 12:09:54 main:574] : INFO : Epoch 1603 | loss: 0.0311643 | val_loss: 0.0311898 | Time: 2136.05 ms
[2022-04-06 12:09:57 main:574] : INFO : Epoch 1604 | loss: 0.0311649 | val_loss: 0.0311875 | Time: 2106.95 ms
[2022-04-06 12:09:59 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0311931 | Time: 2151.64 ms
[2022-04-06 12:10:01 main:574] : INFO : Epoch 1606 | loss: 0.0311666 | val_loss: 0.0311866 | Time: 2161.88 ms
[2022-04-06 12:10:03 main:574] : INFO : Epoch 1607 | loss: 0.0311677 | val_loss: 0.0311888 | Time: 2145.53 ms
[2022-04-06 12:10:05 main:574] : INFO : Epoch 1608 | loss: 0.0311654 | val_loss: 0.0311874 | Time: 2176.66 ms
[2022-04-06 12:10:07 main:574] : INFO : Epoch 1609 | loss: 0.0311636 | val_loss: 0.0311859 | Time: 2189.77 ms
[2022-04-06 12:10:10 main:574] : INFO : Epoch 1610 | loss: 0.0311723 | val_loss: 0.0311863 | Time: 2170.42 ms
[2022-04-06 12:10:12 main:574] : INFO : Epoch 1611 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 2156.18 ms
[2022-04-06 12:10:14 main:574] : INFO : Epoch 1612 | loss: 0.0311679 | val_loss: 0.031182 | Time: 2121.92 ms
[2022-04-06 12:10:16 main:574] : INFO : Epoch 1613 | loss: 0.0311666 | val_loss: 0.0311846 | Time: 2121.09 ms
[2022-04-06 12:10:18 main:574] : INFO : Epoch 1614 | loss: 0.031166 | val_loss: 0.0311845 | Time: 2048.37 ms
[2022-04-06 12:10:20 main:574] : INFO : Epoch 1615 | loss: 0.0311669 | val_loss: 0.0311864 | Time: 2153.78 ms
[2022-04-06 12:10:23 main:574] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.0311896 | Time: 2205.15 ms
[2022-04-06 12:10:25 main:574] : INFO : Epoch 1617 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 2283.5 ms
[2022-04-06 12:10:27 main:574] : INFO : Epoch 1618 | loss: 0.0311658 | val_loss: 0.0311844 | Time: 2173.97 ms
[2022-04-06 12:10:29 main:574] : INFO : Epoch 1619 | loss: 0.0311679 | val_loss: 0.0311885 | Time: 2141.24 ms
[2022-04-06 12:10:31 main:574] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311834 | Time: 2274.02 ms
[2022-04-06 12:10:34 main:574] : INFO : Epoch 1621 | loss: 0.0311637 | val_loss: 0.0311831 | Time: 2144.82 ms
[2022-04-06 12:10:36 main:574] : INFO : Epoch 1622 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 2152.15 ms
[2022-04-06 12:10:38 main:574] : INFO : Epoch 1623 | loss: 0.0311647 | val_loss: 0.0311857 | Time: 2136.59 ms
[2022-04-06 12:10:40 main:574] : INFO : Epoch 1624 | loss: 0.0311614 | val_loss: 0.0311839 | Time: 2171.13 ms
[2022-04-06 12:10:42 main:574] : INFO : Epoch 1625 | loss: 0.0311605 | val_loss: 0.0311867 | Time: 2146.54 ms
[2022-04-06 12:10:45 main:574] : INFO : Epoch 1626 | loss: 0.0311636 | val_loss: 0.0311861 | Time: 2220.75 ms
[2022-04-06 12:10:47 main:574] : INFO : Epoch 1627 | loss: 0.0311632 | val_loss: 0.0311863 | Time: 2137.2 ms
[2022-04-06 12:10:49 main:574] : INFO : Epoch 1628 | loss: 0.0311615 | val_loss: 0.0311864 | Time: 1973.11 ms
[2022-04-06 12:10:51 main:574] : INFO : Epoch 1629 | loss: 0.0311624 | val_loss: 0.0311827 | Time: 1987.67 ms
[2022-04-06 12:10:53 main:574] : INFO : Epoch 1630 | loss: 0.031169 | val_loss: 0.0311902 | Time: 2087.99 ms
[2022-04-06 12:10:55 main:574] : INFO : Epoch 1631 | loss: 0.0311674 | val_loss: 0.031189 | Time: 2001.8 ms
[2022-04-06 12:10:57 main:574] : INFO : Epoch 1632 | loss: 0.0311678 | val_loss: 0.0311875 | Time: 1986.7 ms
[2022-04-06 12:10:59 main:574] : INFO : Epoch 1633 | loss: 0.031164 | val_loss: 0.0311805 | Time: 2002.88 ms
[2022-04-06 12:11:01 main:574] : INFO : Epoch 1634 | loss: 0.0311628 | val_loss: 0.0311867 | Time: 2037.58 ms
[2022-04-06 12:11:03 main:574] : INFO : Epoch 1635 | loss: 0.0311623 | val_loss: 0.0311854 | Time: 1976.7 ms
[2022-04-06 12:11:05 main:574] : INFO : Epoch 1636 | loss: 0.0311615 | val_loss: 0.0311828 | Time: 2013.79 ms
[2022-04-06 12:11:07 main:574] : INFO : Epoch 1637 | loss: 0.031162 | val_loss: 0.0311851 | Time: 2003.94 ms
[2022-04-06 12:11:09 main:574] : INFO : Epoch 1638 | loss: 0.0311627 | val_loss: 0.0311877 | Time: 1992.11 ms
[2022-04-06 12:11:11 main:574] : INFO : Epoch 1639 | loss: 0.0311638 | val_loss: 0.0311905 | Time: 2066.23 ms
[2022-04-06 12:11:13 main:574] : INFO : Epoch 1640 | loss: 0.0311617 | val_loss: 0.0311884 | Time: 1970.19 ms
[2022-04-06 12:11:15 main:574] : INFO : Epoch 1641 | loss: 0.0311615 | val_loss: 0.0311848 | Time: 1973.4 ms
[2022-04-06 12:11:17 main:574] : INFO : Epoch 1642 | loss: 0.0311629 | val_loss: 0.031182 | Time: 2088.79 ms
[2022-04-06 12:11:19 main:574] : INFO : Epoch 1643 | loss: 0.0311611 | val_loss: 0.0311865 | Time: 2109.96 ms
[2022-04-06 12:11:21 main:574] : INFO : Epoch 1644 | loss: 0.0311624 | val_loss: 0.0311833 | Time: 2046.12 ms
[2022-04-06 12:11:23 main:574] : INFO : Epoch 1645 | loss: 0.0311617 | val_loss: 0.0311845 | Time: 2072.79 ms
[2022-04-06 12:11:25 main:574] : INFO : Epoch 1646 | loss: 0.0311635 | val_loss: 0.0311872 | Time: 2044.55 ms
[2022-04-06 12:11:27 main:574] : INFO : Epoch 1647 | loss: 0.0311624 | val_loss: 0.0311812 | Time: 2038.15 ms
[2022-04-06 12:11:29 main:574] : INFO : Epoch 1648 | loss: 0.0311618 | val_loss: 0.0311881 | Time: 1966.91 ms
[2022-04-06 12:11:31 main:574] : INFO : Epoch 1649 | loss: 0.0311634 | val_loss: 0.0311938 | Time: 2065.49 ms
[2022-04-06 12:11:34 main:574] : INFO : Epoch 1650 | loss: 0.0311662 | val_loss: 0.031187 | Time: 2042.39 ms
[2022-04-06 12:11:36 main:574] : INFO : Epoch 1651 | loss: 0.0311638 | val_loss: 0.03119 | Time: 2138.9 ms
[2022-04-06 12:11:38 main:574] : INFO : Epoch 1652 | loss: 0.0311639 | val_loss: 0.0311869 | Time: 1971.83 ms
[2022-04-06 12:11:40 main:574] : INFO : Epoch 1653 | loss: 0.0311614 | val_loss: 0.0311832 | Time: 2029.82 ms
[2022-04-06 12:11:42 main:574] : INFO : Epoch 1654 | loss: 0.0311605 | val_loss: 0.0311826 | Time: 2062.67 ms
[2022-04-06 12:11:44 main:574] : INFO : Epoch 1655 | loss: 0.0311617 | val_loss: 0.031184 | Time: 2033.19 ms
[2022-04-06 12:11:46 main:574] : INFO : Epoch 1656 | loss: 0.0311615 | val_loss: 0.0311876 | Time: 1981.67 ms
[2022-04-06 12:11:48 main:574] : INFO : Epoch 1657 | loss: 0.0311614 | val_loss: 0.0311839 | Time: 1996.39 ms
[2022-04-06 12:11:50 main:574] : INFO : Epoch 1658 | loss: 0.0311624 | val_loss: 0.0311861 | Time: 2092.53 ms
[2022-04-06 12:11:52 main:574] : INFO : Epoch 1659 | loss: 0.0311643 | val_loss: 0.0311945 | Time: 2011.2 ms
[2022-04-06 12:11:54 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.031185 | Time: 2005.08 ms
[2022-04-06 12:11:56 main:574] : INFO : Epoch 1661 | loss: 0.0311653 | val_loss: 0.0311882 | Time: 2055.3 ms
[2022-04-06 12:11:58 main:574] : INFO : Epoch 1662 | loss: 0.0311626 | val_loss: 0.0311847 | Time: 2026.99 ms
[2022-04-06 12:12:00 main:574] : INFO : Epoch 1663 | loss: 0.0311608 | val_loss: 0.0311855 | Time: 1986.01 ms
[2022-04-06 12:12:02 main:574] : INFO : Epoch 1664 | loss: 0.0311618 | val_loss: 0.0311909 | Time: 2011.4 ms
[2022-04-06 12:12:04 main:574] : INFO : Epoch 1665 | loss: 0.0311633 | val_loss: 0.0311866 | Time: 2018.66 ms
[2022-04-06 12:12:06 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311878 | Time: 2035.64 ms
[2022-04-06 12:12:08 main:574] : INFO : Epoch 1667 | loss: 0.0311606 | val_loss: 0.0311905 | Time: 1948.45 ms
[2022-04-06 12:12:10 main:574] : INFO : Epoch 1668 | loss: 0.0311616 | val_loss: 0.0311913 | Time: 2024.61 ms
[2022-04-06 12:12:12 main:574] : INFO : Epoch 1669 | loss: 0.0311618 | val_loss: 0.0311884 | Time: 2034.78 ms
[2022-04-06 12:12:14 main:574] : INFO : Epoch 1670 | loss: 0.0311623 | val_loss: 0.0311852 | Time: 2009.39 ms
[2022-04-06 12:12:17 main:574] : INFO : Epoch 1671 | loss: 0.0311619 | val_loss: 0.0311915 | Time: 2153.13 ms
[2022-04-06 12:12:19 main:574] : INFO : Epoch 1672 | loss: 0.0311624 | val_loss: 0.031184 | Time: 1992.89 ms
[2022-04-06 12:12:21 main:574] : INFO : Epoch 1673 | loss: 0.0311605 | val_loss: 0.0311868 | Time: 2045.53 ms
[2022-04-06 12:12:23 main:574] : INFO : Epoch 1674 | loss: 0.0311605 | val_loss: 0.031188 | Time: 2038.01 ms
[2022-04-06 12:12:25 main:574] : INFO : Epoch 1675 | loss: 0.0311593 | val_loss: 0.0311879 | Time: 2013.84 ms
[2022-04-06 12:12:27 main:574] : INFO : Epoch 1676 | loss: 0.0311591 | val_loss: 0.0311887 | Time: 2005.89 ms
[2022-04-06 12:12:29 main:574] : INFO : Epoch 1677 | loss: 0.0311588 | val_loss: 0.0311857 | Time: 2058.41 ms
[2022-04-06 12:12:31 main:574] : INFO : Epoch 1678 | loss: 0.0311651 | val_loss: 0.0312079 | Time: 2013.66 ms
[2022-04-06 12:12:33 main:574] : INFO : Epoch 1679 | loss: 0.0311664 | val_loss: 0.0311835 | Time: 1943.13 ms
[2022-04-06 12:12:35 main:574] : INFO : Epoch 1680 | loss: 0.0311625 | val_loss: 0.0311825 | Time: 1970.95 ms
[2022-04-06 12:12:37 main:574] : INFO : Epoch 1681 | loss: 0.03116 | val_loss: 0.0311864 | Time: 2054.02 ms
[2022-04-06 12:12:39 main:574] : INFO : Epoch 1682 | loss: 0.0311605 | val_loss: 0.0311844 | Time: 2017.96 ms
[2022-04-06 12:12:41 main:574] : INFO : Epoch 1683 | loss: 0.0311596 | val_loss: 0.0311861 | Time: 2064.05 ms
[2022-04-06 12:12:43 main:574] : INFO : Epoch 1684 | loss: 0.0311613 | val_loss: 0.0311846 | Time: 1965.29 ms
[2022-04-06 12:12:45 main:574] : INFO : Epoch 1685 | loss: 0.0311621 | val_loss: 0.0311861 | Time: 2063.19 ms
[2022-04-06 12:12:47 main:574] : INFO : Epoch 1686 | loss: 0.0311619 | val_loss: 0.0311869 | Time: 1993.06 ms
[2022-04-06 12:12:49 main:574] : INFO : Epoch 1687 | loss: 0.0311666 | val_loss: 0.031183 | Time: 1969.42 ms
[2022-04-06 12:12:51 main:574] : INFO : Epoch 1688 | loss: 0.031164 | val_loss: 0.0311815 | Time: 2031.82 ms
[2022-04-06 12:12:53 main:574] : INFO : Epoch 1689 | loss: 0.0311605 | val_loss: 0.0311804 | Time: 2064.81 ms
[2022-04-06 12:12:55 main:574] : INFO : Epoch 1690 | loss: 0.0311599 | val_loss: 0.0311824 | Time: 1963.28 ms
[2022-04-06 12:12:57 main:574] : INFO : Epoch 1691 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 2013.08 ms
[2022-04-06 12:12:59 main:574] : INFO : Epoch 1692 | loss: 0.0311613 | val_loss: 0.0311812 | Time: 2051.29 ms
[2022-04-06 12:13:01 main:574] : INFO : Epoch 1693 | loss: 0.031166 | val_loss: 0.0312035 | Time: 2013.73 ms
[2022-04-06 12:13:03 main:574] : INFO : Epoch 1694 | loss: 0.0311682 | val_loss: 0.0311823 | Time: 1990.98 ms
[2022-04-06 12:13:05 main:574] : INFO : Epoch 1695 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 2015.8 ms
[2022-04-06 12:13:07 main:574] : INFO : Epoch 1696 | loss: 0.0311614 | val_loss: 0.0311836 | Time: 2035.73 ms
[2022-04-06 12:13:09 main:574] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.031185 | Time: 2064.48 ms
[2022-04-06 12:13:11 main:574] : INFO : Epoch 1698 | loss: 0.0311629 | val_loss: 0.0311827 | Time: 2002.49 ms
[2022-04-06 12:13:13 main:574] : INFO : Epoch 1699 | loss: 0.0311623 | val_loss: 0.0311889 | Time: 2008.45 ms
[2022-04-06 12:13:16 main:574] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311827 | Time: 2095.97 ms
[2022-04-06 12:13:18 main:574] : INFO : Epoch 1701 | loss: 0.031164 | val_loss: 0.0311841 | Time: 2006.47 ms
[2022-04-06 12:13:20 main:574] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311858 | Time: 1993.3 ms
[2022-04-06 12:13:22 main:574] : INFO : Epoch 1703 | loss: 0.0311613 | val_loss: 0.0311802 | Time: 2014.69 ms
[2022-04-06 12:13:24 main:574] : INFO : Epoch 1704 | loss: 0.0311593 | val_loss: 0.0311877 | Time: 1934.27 ms
[2022-04-06 12:13:26 main:574] : INFO : Epoch 1705 | loss: 0.031162 | val_loss: 0.0311796 | Time: 1907.38 ms
[2022-04-06 12:13:28 main:574] : INFO : Epoch 1706 | loss: 0.0311587 | val_loss: 0.0311788 | Time: 1968.39 ms
[2022-04-06 12:13:30 main:574] : INFO : Epoch 1707 | loss: 0.0311594 | val_loss: 0.0311898 | Time: 2021.78 ms
[2022-04-06 12:13:32 main:574] : INFO : Epoch 1708 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 2147.5 ms
[2022-04-06 12:13:34 main:574] : INFO : Epoch 1709 | loss: 0.0311599 | val_loss: 0.0311844 | Time: 2031.96 ms
[2022-04-06 12:13:36 main:574] : INFO : Epoch 1710 | loss: 0.03116 | val_loss: 0.0311888 | Time: 1940.64 ms
[2022-04-06 12:13:38 main:574] : INFO : Epoch 1711 | loss: 0.0311608 | val_loss: 0.0311859 | Time: 2005.49 ms
[2022-04-06 12:13:40 main:574] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.0311863 | Time: 2020.8 ms
[2022-04-06 12:13:42 main:574] : INFO : Epoch 1713 | loss: 0.0311582 | val_loss: 0.0311831 | Time: 2051.01 ms
[2022-04-06 12:13:44 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311846 | Time: 1970.97 ms
[2022-04-06 12:13:46 main:574] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311838 | Time: 2033.39 ms
[2022-04-06 12:13:48 main:574] : INFO : Epoch 1716 | loss: 0.0311597 | val_loss: 0.0311821 | Time: 1969.54 ms
[2022-04-06 12:13:50 main:574] : INFO : Epoch 1717 | loss: 0.0311637 | val_loss: 0.0311831 | Time: 1997.65 ms
[2022-04-06 12:13:52 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.0311845 | Time: 2046.25 ms
[2022-04-06 12:13:54 main:574] : INFO : Epoch 1719 | loss: 0.0311606 | val_loss: 0.0311828 | Time: 2023.94 ms
[2022-04-06 12:13:56 main:574] : INFO : Epoch 1720 | loss: 0.0311594 | val_loss: 0.0311849 | Time: 2044.28 ms
[2022-04-06 12:13:58 main:574] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311834 | Time: 2005.67 ms
[2022-04-06 12:14:00 main:574] : INFO : Epoch 1722 | loss: 0.0311566 | val_loss: 0.0311866 | Time: 2027.48 ms
[2022-04-06 12:14:02 main:574] : INFO : Epoch 1723 | loss: 0.0311578 | val_loss: 0.031187 | Time: 2038.08 ms
[2022-04-06 12:14:04 main:574] : INFO : Epoch 1724 | loss: 0.0311572 | val_loss: 0.0311822 | Time: 2028.89 ms
[2022-04-06 12:14:06 main:574] : INFO : Epoch 1725 | loss: 0.0311562 | val_loss: 0.031183 | Time: 2004.57 ms
[2022-04-06 12:14:08 main:574] : INFO : Epoch 1726 | loss: 0.0311565 | val_loss: 0.0311832 | Time: 2053.33 ms
[2022-04-06 12:14:10 main:574] : INFO : Epoch 1727 | loss: 0.031158 | val_loss: 0.0311859 | Time: 2084.37 ms
[2022-04-06 12:14:12 main:574] : INFO : Epoch 1728 | loss: 0.0311583 | val_loss: 0.0311907 | Time: 2022.83 ms
[2022-04-06 12:14:14 main:574] : INFO : Epoch 1729 | loss: 0.03116 | val_loss: 0.0311919 | Time: 1991.4 ms
[2022-04-06 12:14:16 main:574] : INFO : Epoch 1730 | loss: 0.0311589 | val_loss: 0.0311821 | Time: 2018.94 ms
[2022-04-06 12:14:19 main:574] : INFO : Epoch 1731 | loss: 0.0311592 | val_loss: 0.0311828 | Time: 2141.41 ms
[2022-04-06 12:14:21 main:574] : INFO : Epoch 1732 | loss: 0.0311577 | val_loss: 0.0311835 | Time: 2173.68 ms
[2022-04-06 12:14:23 main:574] : INFO : Epoch 1733 | loss: 0.0311572 | val_loss: 0.0311825 | Time: 2068.63 ms
[2022-04-06 12:14:25 main:574] : INFO : Epoch 1734 | loss: 0.031157 | val_loss: 0.0311842 | Time: 2132.92 ms
[2022-04-06 12:14:27 main:574] : INFO : Epoch 1735 | loss: 0.0311577 | val_loss: 0.0311824 | Time: 2025.02 ms
[2022-04-06 12:14:29 main:574] : INFO : Epoch 1736 | loss: 0.0311566 | val_loss: 0.0311853 | Time: 1839.51 ms
[2022-04-06 12:14:31 main:574] : INFO : Epoch 1737 | loss: 0.0311612 | val_loss: 0.0311858 | Time: 1869.72 ms
[2022-04-06 12:14:33 main:574] : INFO : Epoch 1738 | loss: 0.0311585 | val_loss: 0.0311898 | Time: 1843.63 ms
[2022-04-06 12:14:35 main:574] : INFO : Epoch 1739 | loss: 0.0311577 | val_loss: 0.0311867 | Time: 1858.89 ms
[2022-04-06 12:14:36 main:574] : INFO : Epoch 1740 | loss: 0.0311555 | val_loss: 0.0311858 | Time: 1858.79 ms
[2022-04-06 12:14:38 main:574] : INFO : Epoch 1741 | loss: 0.031156 | val_loss: 0.0311815 | Time: 1914.51 ms
[2022-04-06 12:14:40 main:574] : INFO : Epoch 1742 | loss: 0.0311581 | val_loss: 0.0311929 | Time: 1887.87 ms
[2022-04-06 12:14:42 main:574] : INFO : Epoch 1743 | loss: 0.0311595 | val_loss: 0.0311867 | Time: 1879.56 ms
[2022-04-06 12:14:44 main:574] : INFO : Epoch 1744 | loss: 0.0311582 | val_loss: 0.0311857 | Time: 1864.18 ms
[2022-04-06 12:14:46 main:574] : INFO : Epoch 1745 | loss: 0.0311597 | val_loss: 0.0311856 | Time: 1843.29 ms
[2022-04-06 12:14:48 main:574] : INFO : Epoch 1746 | loss: 0.0311602 | val_loss: 0.0311823 | Time: 1860.13 ms
[2022-04-06 12:14:50 main:574] : INFO : Epoch 1747 | loss: 0.0311661 | val_loss: 0.0311915 | Time: 1870.19 ms
[2022-04-06 12:14:52 main:574] : INFO : Epoch 1748 | loss: 0.0311576 | val_loss: 0.0311823 | Time: 1886.88 ms
[2022-04-06 12:14:53 main:574] : INFO : Epoch 1749 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 1868.02 ms
[2022-04-06 12:14:55 main:574] : INFO : Epoch 1750 | loss: 0.0311566 | val_loss: 0.0311866 | Time: 1855.39 ms
[2022-04-06 12:14:57 main:574] : INFO : Epoch 1751 | loss: 0.0311549 | val_loss: 0.0311824 | Time: 1908.89 ms
[2022-04-06 12:14:59 main:574] : INFO : Epoch 1752 | loss: 0.031156 | val_loss: 0.0311887 | Time: 1857.03 ms
[2022-04-06 12:15:01 main:574] : INFO : Epoch 1753 | loss: 0.031157 | val_loss: 0.031181 | Time: 1880.21 ms
[2022-04-06 12:15:03 main:574] : INFO : Epoch 1754 | loss: 0.0311548 | val_loss: 0.0311832 | Time: 1837.48 ms
[2022-04-06 12:15:05 main:574] : INFO : Epoch 1755 | loss: 0.0311542 | val_loss: 0.0311843 | Time: 1860.03 ms
[2022-04-06 12:15:07 main:574] : INFO : Epoch 1756 | loss: 0.0311585 | val_loss: 0.0311849 | Time: 1866.85 ms
[2022-04-06 12:15:08 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311871 | Time: 1907.44 ms
[2022-04-06 12:15:10 main:574] : INFO : Epoch 1758 | loss: 0.0311613 | val_loss: 0.0311884 | Time: 1869.86 ms
[2022-04-06 12:15:12 main:574] : INFO : Epoch 1759 | loss: 0.031161 | val_loss: 0.031187 | Time: 1851.16 ms
[2022-04-06 12:15:14 main:574] : INFO : Epoch 1760 | loss: 0.0311628 | val_loss: 0.0311861 | Time: 1840.33 ms
[2022-04-06 12:15:16 main:574] : INFO : Epoch 1761 | loss: 0.0311608 | val_loss: 0.0311843 | Time: 1865.68 ms
[2022-04-06 12:15:18 main:574] : INFO : Epoch 1762 | loss: 0.0311625 | val_loss: 0.0311842 | Time: 1859.25 ms
[2022-04-06 12:15:20 main:574] : INFO : Epoch 1763 | loss: 0.0311632 | val_loss: 0.0311855 | Time: 1840.57 ms
[2022-04-06 12:15:22 main:574] : INFO : Epoch 1764 | loss: 0.0311631 | val_loss: 0.031182 | Time: 1867.28 ms
[2022-04-06 12:15:23 main:574] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.0311855 | Time: 1854.62 ms
[2022-04-06 12:15:25 main:574] : INFO : Epoch 1766 | loss: 0.0311728 | val_loss: 0.0311899 | Time: 1854.41 ms
[2022-04-06 12:15:27 main:574] : INFO : Epoch 1767 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 1861.48 ms
[2022-04-06 12:15:29 main:574] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.0311817 | Time: 1845.68 ms
[2022-04-06 12:15:31 main:574] : INFO : Epoch 1769 | loss: 0.031169 | val_loss: 0.0311801 | Time: 1851.18 ms
[2022-04-06 12:15:33 main:574] : INFO : Epoch 1770 | loss: 0.0311694 | val_loss: 0.0311794 | Time: 1866.97 ms
[2022-04-06 12:15:35 main:574] : INFO : Epoch 1771 | loss: 0.0311689 | val_loss: 0.0311833 | Time: 1866.31 ms
[2022-04-06 12:15:37 main:574] : INFO : Epoch 1772 | loss: 0.031168 | val_loss: 0.0311848 | Time: 1859.9 ms
[2022-04-06 12:15:38 main:574] : INFO : Epoch 1773 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 1839.14 ms
[2022-04-06 12:15:40 main:574] : INFO : Epoch 1774 | loss: 0.031165 | val_loss: 0.0311839 | Time: 1860.75 ms
[2022-04-06 12:15:42 main:574] : INFO : Epoch 1775 | loss: 0.031164 | val_loss: 0.0311835 | Time: 1857.73 ms
[2022-04-06 12:15:44 main:574] : INFO : Epoch 1776 | loss: 0.031163 | val_loss: 0.0311808 | Time: 1853.08 ms
[2022-04-06 12:15:46 main:574] : INFO : Epoch 1777 | loss: 0.0311616 | val_loss: 0.0311874 | Time: 1837.68 ms
[2022-04-06 12:15:48 main:574] : INFO : Epoch 1778 | loss: 0.0311599 | val_loss: 0.0311839 | Time: 1853.07 ms
[2022-04-06 12:15:50 main:574] : INFO : Epoch 1779 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 1902.45 ms
[2022-04-06 12:15:52 main:574] : INFO : Epoch 1780 | loss: 0.0311618 | val_loss: 0.0311791 | Time: 1878.83 ms
[2022-04-06 12:15:53 main:574] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311834 | Time: 1872.58 ms
[2022-04-06 12:15:56 main:574] : INFO : Epoch 1782 | loss: 0.0311624 | val_loss: 0.0311801 | Time: 2215.74 ms
[2022-04-06 12:15:58 main:574] : INFO : Epoch 1783 | loss: 0.0311617 | val_loss: 0.0311873 | Time: 2466.94 ms
[2022-04-06 12:16:00 main:574] : INFO : Epoch 1784 | loss: 0.0311614 | val_loss: 0.0311768 | Time: 2248.84 ms
[2022-04-06 12:16:03 main:574] : INFO : Epoch 1785 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 2372.38 ms
[2022-04-06 12:16:05 main:574] : INFO : Epoch 1786 | loss: 0.0311611 | val_loss: 0.0311845 | Time: 2229.28 ms
[2022-04-06 12:16:07 main:574] : INFO : Epoch 1787 | loss: 0.0311598 | val_loss: 0.0311836 | Time: 1927.45 ms
[2022-04-06 12:16:09 main:574] : INFO : Epoch 1788 | loss: 0.0311584 | val_loss: 0.0311803 | Time: 1848.35 ms
[2022-04-06 12:16:11 main:574] : INFO : Epoch 1789 | loss: 0.0311579 | val_loss: 0.0311825 | Time: 1836.11 ms
[2022-04-06 12:16:13 main:574] : INFO : Epoch 1790 | loss: 0.0311578 | val_loss: 0.0311897 | Time: 1857.23 ms
[2022-04-06 12:16:14 main:574] : INFO : Epoch 1791 | loss: 0.0311595 | val_loss: 0.0311837 | Time: 1827.47 ms
[2022-04-06 12:16:16 main:574] : INFO : Epoch 1792 | loss: 0.0311612 | val_loss: 0.0311839 | Time: 1823.74 ms
[2022-04-06 12:16:18 main:574] : INFO : Epoch 1793 | loss: 0.0311646 | val_loss: 0.0311845 | Time: 1826.97 ms
[2022-04-06 12:16:20 main:574] : INFO : Epoch 1794 | loss: 0.0311621 | val_loss: 0.031182 | Time: 1825.4 ms
[2022-04-06 12:16:22 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311816 | Time: 1836.8 ms
[2022-04-06 12:16:24 main:574] : INFO : Epoch 1796 | loss: 0.0311607 | val_loss: 0.0311801 | Time: 1831.92 ms
[2022-04-06 12:16:25 main:574] : INFO : Epoch 1797 | loss: 0.0311596 | val_loss: 0.0311812 | Time: 1843.27 ms
[2022-04-06 12:16:27 main:574] : INFO : Epoch 1798 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 1833.33 ms
[2022-04-06 12:16:29 main:574] : INFO : Epoch 1799 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 1820.91 ms
[2022-04-06 12:16:31 main:574] : INFO : Epoch 1800 | loss: 0.031168 | val_loss: 0.0311818 | Time: 1801.48 ms
[2022-04-06 12:16:33 main:574] : INFO : Epoch 1801 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 1803.91 ms
[2022-04-06 12:16:35 main:574] : INFO : Epoch 1802 | loss: 0.0311656 | val_loss: 0.0311848 | Time: 1806.59 ms
[2022-04-06 12:16:36 main:574] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311806 | Time: 1812.16 ms
[2022-04-06 12:16:38 main:574] : INFO : Epoch 1804 | loss: 0.0311643 | val_loss: 0.0311828 | Time: 1811.55 ms
[2022-04-06 12:16:40 main:574] : INFO : Epoch 1805 | loss: 0.0311613 | val_loss: 0.0311768 | Time: 1805.59 ms
[2022-04-06 12:16:42 main:574] : INFO : Epoch 1806 | loss: 0.0311628 | val_loss: 0.0311853 | Time: 1808.32 ms
[2022-04-06 12:16:44 main:574] : INFO : Epoch 1807 | loss: 0.0311601 | val_loss: 0.0311784 | Time: 1808.53 ms
[2022-04-06 12:16:46 main:574] : INFO : Epoch 1808 | loss: 0.0311586 | val_loss: 0.0311835 | Time: 1818.71 ms
[2022-04-06 12:16:47 main:574] : INFO : Epoch 1809 | loss: 0.0311595 | val_loss: 0.0311853 | Time: 1808.74 ms
[2022-04-06 12:16:49 main:574] : INFO : Epoch 1810 | loss: 0.0311585 | val_loss: 0.0311788 | Time: 1803.06 ms
[2022-04-06 12:16:51 main:574] : INFO : Epoch 1811 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 1815.09 ms
[2022-04-06 12:16:53 main:574] : INFO : Epoch 1812 | loss: 0.0311593 | val_loss: 0.0311856 | Time: 1810.45 ms
[2022-04-06 12:16:55 main:574] : INFO : Epoch 1813 | loss: 0.0311559 | val_loss: 0.0311803 | Time: 1798.08 ms
[2022-04-06 12:16:56 main:574] : INFO : Epoch 1814 | loss: 0.0311567 | val_loss: 0.0311827 | Time: 1807.15 ms
[2022-04-06 12:16:58 main:574] : INFO : Epoch 1815 | loss: 0.0311569 | val_loss: 0.031177 | Time: 1802.51 ms
[2022-04-06 12:17:00 main:574] : INFO : Epoch 1816 | loss: 0.031156 | val_loss: 0.0311817 | Time: 1804.25 ms
[2022-04-06 12:17:02 main:574] : INFO : Epoch 1817 | loss: 0.0311555 | val_loss: 0.0311799 | Time: 1806.06 ms
[2022-04-06 12:17:04 main:574] : INFO : Epoch 1818 | loss: 0.0311557 | val_loss: 0.0311853 | Time: 1808.25 ms
[2022-04-06 12:17:06 main:574] : INFO : Epoch 1819 | loss: 0.0311587 | val_loss: 0.0311822 | Time: 1812.99 ms
[2022-04-06 12:17:07 main:574] : INFO : Epoch 1820 | loss: 0.0311563 | val_loss: 0.0311809 | Time: 1824.84 ms
[2022-04-06 12:17:09 main:574] : INFO : Epoch 1821 | loss: 0.0311585 | val_loss: 0.0311816 | Time: 1854.42 ms
[2022-04-06 12:17:11 main:574] : INFO : Epoch 1822 | loss: 0.031155 | val_loss: 0.0311808 | Time: 1830.69 ms
[2022-04-06 12:17:13 main:574] : INFO : Epoch 1823 | loss: 0.0311586 | val_loss: 0.0311816 | Time: 1845.33 ms
[2022-04-06 12:17:15 main:574] : INFO : Epoch 1824 | loss: 0.0311565 | val_loss: 0.0311842 | Time: 1842.74 ms
[2022-04-06 12:17:17 main:574] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311839 | Time: 1840.71 ms
[2022-04-06 12:17:19 main:574] : INFO : Epoch 1826 | loss: 0.031155 | val_loss: 0.0311807 | Time: 1863.74 ms
[2022-04-06 12:17:21 main:574] : INFO : Epoch 1827 | loss: 0.0311547 | val_loss: 0.0311812 | Time: 1864.73 ms
[2022-04-06 12:17:22 main:574] : INFO : Epoch 1828 | loss: 0.0311598 | val_loss: 0.0311857 | Time: 1835.88 ms
[2022-04-06 12:17:24 main:574] : INFO : Epoch 1829 | loss: 0.0311565 | val_loss: 0.0311842 | Time: 1843.39 ms
[2022-04-06 12:17:26 main:574] : INFO : Epoch 1830 | loss: 0.0311559 | val_loss: 0.031179 | Time: 1838.12 ms
[2022-04-06 12:17:28 main:574] : INFO : Epoch 1831 | loss: 0.0311554 | val_loss: 0.0311852 | Time: 1854.39 ms
[2022-04-06 12:17:30 main:574] : INFO : Epoch 1832 | loss: 0.0311575 | val_loss: 0.0311817 | Time: 1834.15 ms
[2022-04-06 12:17:32 main:574] : INFO : Epoch 1833 | loss: 0.0311562 | val_loss: 0.0311789 | Time: 1823.06 ms
[2022-04-06 12:17:34 main:574] : INFO : Epoch 1834 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 1852.29 ms
[2022-04-06 12:17:35 main:574] : INFO : Epoch 1835 | loss: 0.0311642 | val_loss: 0.0311847 | Time: 1852.12 ms
[2022-04-06 12:17:37 main:574] : INFO : Epoch 1836 | loss: 0.0311628 | val_loss: 0.031186 | Time: 1842.72 ms
[2022-04-06 12:17:39 main:574] : INFO : Epoch 1837 | loss: 0.0311621 | val_loss: 0.0311799 | Time: 1884.79 ms
[2022-04-06 12:17:41 main:574] : INFO : Epoch 1838 | loss: 0.0311624 | val_loss: 0.0311785 | Time: 1834.04 ms
[2022-04-06 12:17:43 main:574] : INFO : Epoch 1839 | loss: 0.0311607 | val_loss: 0.031179 | Time: 1838.03 ms
[2022-04-06 12:17:45 main:574] : INFO : Epoch 1840 | loss: 0.0311623 | val_loss: 0.0311852 | Time: 1851.27 ms
[2022-04-06 12:17:47 main:574] : INFO : Epoch 1841 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 1833.69 ms
[2022-04-06 12:17:48 main:574] : INFO : Epoch 1842 | loss: 0.0311603 | val_loss: 0.0311845 | Time: 1849.26 ms
[2022-04-06 12:17:50 main:574] : INFO : Epoch 1843 | loss: 0.0311612 | val_loss: 0.031187 | Time: 1834.92 ms
[2022-04-06 12:17:52 main:574] : INFO : Epoch 1844 | loss: 0.0311617 | val_loss: 0.0311909 | Time: 1839.38 ms
[2022-04-06 12:17:54 main:574] : INFO : Epoch 1845 | loss: 0.0311633 | val_loss: 0.0311807 | Time: 1844.27 ms
[2022-04-06 12:17:56 main:574] : INFO : Epoch 1846 | loss: 0.0311629 | val_loss: 0.0311845 | Time: 1808.61 ms
[2022-04-06 12:17:58 main:574] : INFO : Epoch 1847 | loss: 0.0311594 | val_loss: 0.0311877 | Time: 1810.95 ms
[2022-04-06 12:18:00 main:574] : INFO : Epoch 1848 | loss: 0.0311608 | val_loss: 0.0311837 | Time: 1814.42 ms
[2022-04-06 12:18:01 main:574] : INFO : Epoch 1849 | loss: 0.0311621 | val_loss: 0.0311817 | Time: 1804.05 ms
[2022-04-06 12:18:03 main:574] : INFO : Epoch 1850 | loss: 0.0311609 | val_loss: 0.0311844 | Time: 1812.98 ms
[2022-04-06 12:18:05 main:574] : INFO : Epoch 1851 | loss: 0.0311592 | val_loss: 0.0311854 | Time: 1812.06 ms
[2022-04-06 12:18:07 main:574] : INFO : Epoch 1852 | loss: 0.0311583 | val_loss: 0.0311827 | Time: 1813.01 ms
[2022-04-06 12:18:09 main:574] : INFO : Epoch 1853 | loss: 0.0311614 | val_loss: 0.0311943 | Time: 1820.09 ms
[2022-04-06 12:18:10 main:574] : INFO : Epoch 1854 | loss: 0.0311597 | val_loss: 0.0311811 | Time: 1802.37 ms
[2022-04-06 12:18:12 main:574] : INFO : Epoch 1855 | loss: 0.0311581 | val_loss: 0.0311829 | Time: 1803.04 ms
[2022-04-06 12:18:14 main:574] : INFO : Epoch 1856 | loss: 0.0311562 | val_loss: 0.0311809 | Time: 1821.2 ms
[2022-04-06 12:18:16 main:574] : INFO : Epoch 1857 | loss: 0.0311598 | val_loss: 0.0311816 | Time: 1810.02 ms
[2022-04-06 12:18:18 main:574] : INFO : Epoch 1858 | loss: 0.0311603 | val_loss: 0.0311789 | Time: 1808.68 ms
[2022-04-06 12:18:20 main:574] : INFO : Epoch 1859 | loss: 0.0311584 | val_loss: 0.0311805 | Time: 1807.18 ms
[2022-04-06 12:18:21 main:574] : INFO : Epoch 1860 | loss: 0.0311608 | val_loss: 0.0311884 | Time: 1806.23 ms
[2022-04-06 12:18:23 main:574] : INFO : Epoch 1861 | loss: 0.03116 | val_loss: 0.0311812 | Time: 1805.2 ms
[2022-04-06 12:18:25 main:574] : INFO : Epoch 1862 | loss: 0.0311588 | val_loss: 0.0311844 | Time: 1813.55 ms
[2022-04-06 12:18:27 main:574] : INFO : Epoch 1863 | loss: 0.0311611 | val_loss: 0.0311792 | Time: 1818.62 ms
[2022-04-06 12:18:29 main:574] : INFO : Epoch 1864 | loss: 0.0311606 | val_loss: 0.0311823 | Time: 1805.33 ms
[2022-04-06 12:18:31 main:574] : INFO : Epoch 1865 | loss: 0.0311595 | val_loss: 0.0311787 | Time: 1808.31 ms
[2022-04-06 12:18:32 main:574] : INFO : Epoch 1866 | loss: 0.031157 | val_loss: 0.0311855 | Time: 1829.2 ms
[2022-04-06 12:18:34 main:574] : INFO : Epoch 1867 | loss: 0.0311575 | val_loss: 0.0311837 | Time: 1850.6 ms
[2022-04-06 12:18:36 main:574] : INFO : Epoch 1868 | loss: 0.031158 | val_loss: 0.0311814 | Time: 1872.65 ms
[2022-04-06 12:18:38 main:574] : INFO : Epoch 1869 | loss: 0.0311576 | val_loss: 0.0311811 | Time: 1844.5 ms
[2022-04-06 12:18:40 main:574] : INFO : Epoch 1870 | loss: 0.0311558 | val_loss: 0.0311793 | Time: 1841.5 ms
[2022-04-06 12:18:42 main:574] : INFO : Epoch 1871 | loss: 0.0311601 | val_loss: 0.0311844 | Time: 1852.33 ms
[2022-04-06 12:18:44 main:574] : INFO : Epoch 1872 | loss: 0.0311592 | val_loss: 0.0311813 | Time: 1870.63 ms
[2022-04-06 12:18:45 main:574] : INFO : Epoch 1873 | loss: 0.0311623 | val_loss: 0.0311813 | Time: 1840.36 ms
[2022-04-06 12:18:47 main:574] : INFO : Epoch 1874 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 1844.48 ms
[2022-04-06 12:18:49 main:574] : INFO : Epoch 1875 | loss: 0.0311613 | val_loss: 0.0311873 | Time: 1852.56 ms
[2022-04-06 12:18:51 main:574] : INFO : Epoch 1876 | loss: 0.03116 | val_loss: 0.0311843 | Time: 1852.23 ms
[2022-04-06 12:18:53 main:574] : INFO : Epoch 1877 | loss: 0.0311604 | val_loss: 0.0311821 | Time: 1840.1 ms
[2022-04-06 12:18:55 main:574] : INFO : Epoch 1878 | loss: 0.0311587 | val_loss: 0.0311817 | Time: 1857.98 ms
[2022-04-06 12:18:57 main:574] : INFO : Epoch 1879 | loss: 0.0311585 | val_loss: 0.0311798 | Time: 1835.45 ms
[2022-04-06 12:18:58 main:574] : INFO : Epoch 1880 | loss: 0.0311575 | val_loss: 0.0311803 | Time: 1830.08 ms
[2022-04-06 12:19:00 main:574] : INFO : Epoch 1881 | loss: 0.031157 | val_loss: 0.031181 | Time: 1829.68 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970)
[2022-04-06 15:24:49 main:435] : INFO : Set logging level to 1
[2022-04-06 15:24:49 main:441] : INFO : Running in BOINC Client mode
[2022-04-06 15:24:49 main:444] : INFO : Resolving all filenames
[2022-04-06 15:24:49 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-06 15:24:49 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-06 15:24:49 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-06 15:24:49 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-06 15:24:49 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-06 15:24:49 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-06 15:24:49 main:474] : INFO : Configuration:
[2022-04-06 15:24:49 main:475] : INFO : Model type: GRU
[2022-04-06 15:24:49 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-06 15:24:49 main:477] : INFO : Max Epochs: 2048
[2022-04-06 15:24:49 main:478] : INFO : Batch Size: 128
[2022-04-06 15:24:49 main:479] : INFO : Learning Rate: 0.01
[2022-04-06 15:24:50 main:480] : INFO : Patience: 10
[2022-04-06 15:24:50 main:481] : INFO : Hidden Width: 12
[2022-04-06 15:24:50 main:482] : INFO : # Recurrent Layers: 4
[2022-04-06 15:24:50 main:483] : INFO : # Backend Layers: 4
[2022-04-06 15:24:50 main:484] : INFO : # Threads: 1
[2022-04-06 15:24:50 main:486] : INFO : Preparing Dataset
[2022-04-06 15:24:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-06 15:24:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-06 15:24:52 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-06 15:24:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-06 15:24:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-06 15:24:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-06 15:24:52 main:494] : INFO : Creating Model
[2022-04-06 15:24:52 main:507] : INFO : Preparing config file
[2022-04-06 15:24:52 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-06 15:24:52 main:512] : INFO : Loading config
[2022-04-06 15:24:52 main:514] : INFO : Loading state
[2022-04-06 15:24:53 main:559] : INFO : Loading DataLoader into Memory
[2022-04-06 15:24:53 main:562] : INFO : Starting Training
[2022-04-06 15:24:56 main:574] : INFO : Epoch 1882 | loss: 0.0312232 | val_loss: 0.0311975 | Time: 2290.61 ms
[2022-04-06 15:24:58 main:574] : INFO : Epoch 1883 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 2000.15 ms
[2022-04-06 15:25:00 main:574] : INFO : Epoch 1884 | loss: 0.0311585 | val_loss: 0.031183 | Time: 1970.68 ms
[2022-04-06 15:25:02 main:574] : INFO : Epoch 1885 | loss: 0.0311566 | val_loss: 0.0311808 | Time: 2042.15 ms
[2022-04-06 15:25:04 main:574] : INFO : Epoch 1886 | loss: 0.031156 | val_loss: 0.031182 | Time: 2029.06 ms
[2022-04-06 15:25:06 main:574] : INFO : Epoch 1887 | loss: 0.0311554 | val_loss: 0.0311817 | Time: 2071.08 ms
[2022-04-06 15:25:08 main:574] : INFO : Epoch 1888 | loss: 0.031155 | val_loss: 0.0311843 | Time: 2072.79 ms
[2022-04-06 15:25:10 main:574] : INFO : Epoch 1889 | loss: 0.0311554 | val_loss: 0.031183 | Time: 1978.57 ms
[2022-04-06 15:25:12 main:574] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.0311795 | Time: 2111.71 ms
[2022-04-06 15:25:14 main:574] : INFO : Epoch 1891 | loss: 0.0311569 | val_loss: 0.0311835 | Time: 1962.28 ms
[2022-04-06 15:25:16 main:574] : INFO : Epoch 1892 | loss: 0.0311601 | val_loss: 0.0311803 | Time: 2092.54 ms
[2022-04-06 15:25:18 main:574] : INFO : Epoch 1893 | loss: 0.0311586 | val_loss: 0.0311781 | Time: 2008.37 ms
[2022-04-06 15:25:20 main:574] : INFO : Epoch 1894 | loss: 0.0311585 | val_loss: 0.0311813 | Time: 2045.68 ms
[2022-04-06 15:25:22 main:574] : INFO : Epoch 1895 | loss: 0.0311569 | val_loss: 0.031178 | Time: 2062.81 ms
[2022-04-06 15:25:24 main:574] : INFO : Epoch 1896 | loss: 0.0311577 | val_loss: 0.0311858 | Time: 1969.66 ms
[2022-04-06 15:25:26 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311792 | Time: 2042.45 ms
[2022-04-06 15:25:28 main:574] : INFO : Epoch 1898 | loss: 0.0311572 | val_loss: 0.0311786 | Time: 1976.75 ms
[2022-04-06 15:25:30 main:574] : INFO : Epoch 1899 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 1965.24 ms
[2022-04-06 15:25:32 main:574] : INFO : Epoch 1900 | loss: 0.0311552 | val_loss: 0.0311806 | Time: 2060.37 ms
[2022-04-06 15:25:34 main:574] : INFO : Epoch 1901 | loss: 0.0311549 | val_loss: 0.031176 | Time: 1990.31 ms
[2022-04-06 15:25:36 main:574] : INFO : Epoch 1902 | loss: 0.0311538 | val_loss: 0.0311791 | Time: 1993.59 ms
[2022-04-06 15:25:38 main:574] : INFO : Epoch 1903 | loss: 0.0311547 | val_loss: 0.0311776 | Time: 1987.32 ms
[2022-04-06 15:25:40 main:574] : INFO : Epoch 1904 | loss: 0.0311541 | val_loss: 0.0311761 | Time: 1974.81 ms
[2022-04-06 15:25:42 main:574] : INFO : Epoch 1905 | loss: 0.0311548 | val_loss: 0.0311798 | Time: 1990.56 ms
[2022-04-06 15:25:44 main:574] : INFO : Epoch 1906 | loss: 0.0311526 | val_loss: 0.0311738 | Time: 1932.99 ms
[2022-04-06 15:25:46 main:574] : INFO : Epoch 1907 | loss: 0.0311534 | val_loss: 0.031181 | Time: 1996.64 ms
[2022-04-06 15:25:48 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.031181 | Time: 2013.06 ms
[2022-04-06 15:25:50 main:574] : INFO : Epoch 1909 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 1989.91 ms
[2022-04-06 15:25:52 main:574] : INFO : Epoch 1910 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 1989.99 ms
[2022-04-06 15:25:54 main:574] : INFO : Epoch 1911 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 2008.76 ms
[2022-04-06 15:25:56 main:574] : INFO : Epoch 1912 | loss: 0.0311592 | val_loss: 0.0311852 | Time: 2056.8 ms
[2022-04-06 15:25:58 main:574] : INFO : Epoch 1913 | loss: 0.0311624 | val_loss: 0.0311792 | Time: 2000.96 ms
[2022-04-06 15:26:00 main:574] : INFO : Epoch 1914 | loss: 0.031162 | val_loss: 0.0311884 | Time: 2037.7 ms
[2022-04-06 15:26:02 main:574] : INFO : Epoch 1915 | loss: 0.0311578 | val_loss: 0.03118 | Time: 2008.6 ms
[2022-04-06 15:26:04 main:574] : INFO : Epoch 1916 | loss: 0.0311592 | val_loss: 0.0311927 | Time: 2008.02 ms
[2022-04-06 15:26:07 main:574] : INFO : Epoch 1917 | loss: 0.0311598 | val_loss: 0.0311761 | Time: 2099.63 ms
[2022-04-06 15:26:09 main:574] : INFO : Epoch 1918 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 1990.68 ms
[2022-04-06 15:26:11 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.031178 | Time: 2065.36 ms
[2022-04-06 15:26:13 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311789 | Time: 2008.12 ms
[2022-04-06 15:26:15 main:574] : INFO : Epoch 1921 | loss: 0.0311532 | val_loss: 0.03118 | Time: 1962.99 ms
[2022-04-06 15:26:17 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311799 | Time: 2054.2 ms
[2022-04-06 15:26:19 main:574] : INFO : Epoch 1923 | loss: 0.031155 | val_loss: 0.0311869 | Time: 1984.29 ms
[2022-04-06 15:26:21 main:574] : INFO : Epoch 1924 | loss: 0.0311572 | val_loss: 0.0311887 | Time: 2031.13 ms
[2022-04-06 15:26:23 main:574] : INFO : Epoch 1925 | loss: 0.0311655 | val_loss: 0.0311839 | Time: 1966.98 ms
[2022-04-06 15:26:25 main:574] : INFO : Epoch 1926 | loss: 0.031162 | val_loss: 0.0311796 | Time: 1923.99 ms
[2022-04-06 15:26:27 main:574] : INFO : Epoch 1927 | loss: 0.0311602 | val_loss: 0.0311821 | Time: 1906.69 ms
[2022-04-06 15:26:29 main:574] : INFO : Epoch 1928 | loss: 0.0311602 | val_loss: 0.0311839 | Time: 1966.63 ms
[2022-04-06 15:26:31 main:574] : INFO : Epoch 1929 | loss: 0.0311588 | val_loss: 0.03118 | Time: 1977.22 ms
[2022-04-06 15:26:33 main:574] : INFO : Epoch 1930 | loss: 0.0311607 | val_loss: 0.0311841 | Time: 2032.11 ms
[2022-04-06 15:26:35 main:574] : INFO : Epoch 1931 | loss: 0.0311623 | val_loss: 0.0311872 | Time: 1933.59 ms
[2022-04-06 15:26:37 main:574] : INFO : Epoch 1932 | loss: 0.031162 | val_loss: 0.0311834 | Time: 1965.54 ms
[2022-04-06 15:26:39 main:574] : INFO : Epoch 1933 | loss: 0.0311586 | val_loss: 0.0311803 | Time: 1926.73 ms
[2022-04-06 15:26:41 main:574] : INFO : Epoch 1934 | loss: 0.0311908 | val_loss: 0.0312034 | Time: 1976.71 ms
[2022-04-06 15:26:42 main:574] : INFO : Epoch 1935 | loss: 0.0312034 | val_loss: 0.0311949 | Time: 1976.08 ms
[2022-04-06 15:26:44 main:574] : INFO : Epoch 1936 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 1948.69 ms
[2022-04-06 15:26:46 main:574] : INFO : Epoch 1937 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 1954.25 ms
[2022-04-06 15:26:48 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 1983.55 ms
[2022-04-06 15:26:50 main:574] : INFO : Epoch 1939 | loss: 0.0311736 | val_loss: 0.0311874 | Time: 2006.07 ms
[2022-04-06 15:26:52 main:574] : INFO : Epoch 1940 | loss: 0.03117 | val_loss: 0.0311841 | Time: 1920.76 ms
[2022-04-06 15:26:54 main:574] : INFO : Epoch 1941 | loss: 0.0311683 | val_loss: 0.0311843 | Time: 1875.77 ms
[2022-04-06 15:26:56 main:574] : INFO : Epoch 1942 | loss: 0.0311652 | val_loss: 0.0311829 | Time: 2002.77 ms
[2022-04-06 15:26:58 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311868 | Time: 1983.53 ms
[2022-04-06 15:27:00 main:574] : INFO : Epoch 1944 | loss: 0.0311628 | val_loss: 0.0311822 | Time: 2055.58 ms
[2022-04-06 15:27:02 main:574] : INFO : Epoch 1945 | loss: 0.0311621 | val_loss: 0.0311841 | Time: 1903.5 ms
[2022-04-06 15:27:04 main:574] : INFO : Epoch 1946 | loss: 0.0311616 | val_loss: 0.0311817 | Time: 1982.67 ms
[2022-04-06 15:27:06 main:574] : INFO : Epoch 1947 | loss: 0.0311662 | val_loss: 0.0311796 | Time: 1918.8 ms
[2022-04-06 15:27:08 main:574] : INFO : Epoch 1948 | loss: 0.0311643 | val_loss: 0.0311835 | Time: 1918.77 ms
[2022-04-06 15:27:10 main:574] : INFO : Epoch 1949 | loss: 0.0311655 | val_loss: 0.0311841 | Time: 1948.75 ms
[2022-04-06 15:27:12 main:574] : INFO : Epoch 1950 | loss: 0.031164 | val_loss: 0.0311826 | Time: 1986.13 ms
[2022-04-06 15:27:14 main:574] : INFO : Epoch 1951 | loss: 0.0311657 | val_loss: 0.0311849 | Time: 1966.96 ms
[2022-04-06 15:27:16 main:574] : INFO : Epoch 1952 | loss: 0.0311641 | val_loss: 0.0311838 | Time: 1954.55 ms
[2022-04-06 15:27:18 main:574] : INFO : Epoch 1953 | loss: 0.0311624 | val_loss: 0.0311809 | Time: 2031.53 ms
[2022-04-06 15:27:20 main:574] : INFO : Epoch 1954 | loss: 0.0311636 | val_loss: 0.031183 | Time: 1925.67 ms
[2022-04-06 15:27:22 main:574] : INFO : Epoch 1955 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 1970.92 ms
[2022-04-06 15:27:24 main:574] : INFO : Epoch 1956 | loss: 0.0311653 | val_loss: 0.0311889 | Time: 1962.38 ms
[2022-04-06 15:27:26 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.031184 | Time: 1941.24 ms
[2022-04-06 15:27:28 main:574] : INFO : Epoch 1958 | loss: 0.0311611 | val_loss: 0.0311854 | Time: 2018.39 ms
[2022-04-06 15:27:30 main:574] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311857 | Time: 1866.56 ms
[2022-04-06 15:27:32 main:574] : INFO : Epoch 1960 | loss: 0.031162 | val_loss: 0.0311821 | Time: 2028.66 ms
[2022-04-06 15:27:34 main:574] : INFO : Epoch 1961 | loss: 0.0311615 | val_loss: 0.0311838 | Time: 1894.43 ms
[2022-04-06 15:27:36 main:574] : INFO : Epoch 1962 | loss: 0.031159 | val_loss: 0.0311855 | Time: 1954.92 ms
[2022-04-06 15:27:38 main:574] : INFO : Epoch 1963 | loss: 0.0311639 | val_loss: 0.0311866 | Time: 1940.45 ms
[2022-04-06 15:27:40 main:574] : INFO : Epoch 1964 | loss: 0.0311613 | val_loss: 0.0311846 | Time: 1935.53 ms
[2022-04-06 15:27:42 main:574] : INFO : Epoch 1965 | loss: 0.0311595 | val_loss: 0.031184 | Time: 1972.04 ms
[2022-04-06 15:27:44 main:574] : INFO : Epoch 1966 | loss: 0.0311609 | val_loss: 0.0311879 | Time: 1942.22 ms
[2022-04-06 15:27:46 main:574] : INFO : Epoch 1967 | loss: 0.0311619 | val_loss: 0.0311873 | Time: 2014.16 ms
[2022-04-06 15:27:48 main:574] : INFO : Epoch 1968 | loss: 0.0311598 | val_loss: 0.0311837 | Time: 1944.07 ms
[2022-04-06 15:27:50 main:574] : INFO : Epoch 1969 | loss: 0.0311611 | val_loss: 0.0311842 | Time: 2023.24 ms
[2022-04-06 15:27:52 main:574] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.0311835 | Time: 2002.37 ms
[2022-04-06 15:27:54 main:574] : INFO : Epoch 1971 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 1990.51 ms
[2022-04-06 15:27:56 main:574] : INFO : Epoch 1972 | loss: 0.0311594 | val_loss: 0.0311819 | Time: 1955.89 ms
[2022-04-06 15:27:58 main:574] : INFO : Epoch 1973 | loss: 0.0311584 | val_loss: 0.0311815 | Time: 1987.71 ms
[2022-04-06 15:28:00 main:574] : INFO : Epoch 1974 | loss: 0.0311581 | val_loss: 0.0311828 | Time: 1948.54 ms
[2022-04-06 15:28:02 main:574] : INFO : Epoch 1975 | loss: 0.0311568 | val_loss: 0.0311807 | Time: 2011.82 ms
[2022-04-06 15:28:04 main:574] : INFO : Epoch 1976 | loss: 0.0311559 | val_loss: 0.0311819 | Time: 1931.4 ms
[2022-04-06 15:28:06 main:574] : INFO : Epoch 1977 | loss: 0.0311566 | val_loss: 0.0311801 | Time: 1985.06 ms
[2022-04-06 15:28:08 main:574] : INFO : Epoch 1978 | loss: 0.0311574 | val_loss: 0.0311814 | Time: 1956.62 ms
[2022-04-06 15:28:09 main:574] : INFO : Epoch 1979 | loss: 0.0311565 | val_loss: 0.0311832 | Time: 1956.58 ms
[2022-04-06 15:28:11 main:574] : INFO : Epoch 1980 | loss: 0.0311563 | val_loss: 0.0311837 | Time: 1972.2 ms
[2022-04-06 15:28:14 main:574] : INFO : Epoch 1981 | loss: 0.0311587 | val_loss: 0.0311842 | Time: 2025.76 ms
[2022-04-06 15:28:16 main:574] : INFO : Epoch 1982 | loss: 0.0311581 | val_loss: 0.0311801 | Time: 1988.47 ms
[2022-04-06 15:28:17 main:574] : INFO : Epoch 1983 | loss: 0.0311582 | val_loss: 0.0311805 | Time: 1904.93 ms
[2022-04-06 15:28:19 main:574] : INFO : Epoch 1984 | loss: 0.0311585 | val_loss: 0.0311874 | Time: 1960.11 ms
[2022-04-06 15:28:21 main:574] : INFO : Epoch 1985 | loss: 0.0311568 | val_loss: 0.0311818 | Time: 1978.37 ms
[2022-04-06 15:28:23 main:574] : INFO : Epoch 1986 | loss: 0.0311597 | val_loss: 0.0311834 | Time: 1998.85 ms
[2022-04-06 15:28:25 main:574] : INFO : Epoch 1987 | loss: 0.0311545 | val_loss: 0.0311811 | Time: 2006.36 ms
[2022-04-06 15:28:27 main:574] : INFO : Epoch 1988 | loss: 0.0311547 | val_loss: 0.0311819 | Time: 1952.45 ms
[2022-04-06 15:28:29 main:574] : INFO : Epoch 1989 | loss: 0.0311547 | val_loss: 0.031183 | Time: 1941.43 ms
[2022-04-06 15:28:31 main:574] : INFO : Epoch 1990 | loss: 0.031155 | val_loss: 0.0311804 | Time: 1964.97 ms
[2022-04-06 15:28:33 main:574] : INFO : Epoch 1991 | loss: 0.0311549 | val_loss: 0.0311798 | Time: 1939.67 ms
[2022-04-06 15:28:35 main:574] : INFO : Epoch 1992 | loss: 0.031156 | val_loss: 0.0311866 | Time: 1954.96 ms
[2022-04-06 15:28:37 main:574] : INFO : Epoch 1993 | loss: 0.0311606 | val_loss: 0.0311872 | Time: 1938.08 ms
[2022-04-06 15:28:39 main:574] : INFO : Epoch 1994 | loss: 0.0311558 | val_loss: 0.03118 | Time: 1954.34 ms
[2022-04-06 15:28:41 main:574] : INFO : Epoch 1995 | loss: 0.0311538 | val_loss: 0.0311783 | Time: 2012.31 ms
[2022-04-06 15:28:43 main:574] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.031181 | Time: 1982.88 ms
[2022-04-06 15:28:45 main:574] : INFO : Epoch 1997 | loss: 0.0311559 | val_loss: 0.031181 | Time: 1934.76 ms
[2022-04-06 15:28:47 main:574] : INFO : Epoch 1998 | loss: 0.0311545 | val_loss: 0.0311804 | Time: 1957.06 ms
[2022-04-06 15:28:49 main:574] : INFO : Epoch 1999 | loss: 0.0311543 | val_loss: 0.0311812 | Time: 1926.14 ms
[2022-04-06 15:28:51 main:574] : INFO : Epoch 2000 | loss: 0.031153 | val_loss: 0.0311788 | Time: 1980.89 ms
[2022-04-06 15:28:53 main:574] : INFO : Epoch 2001 | loss: 0.031155 | val_loss: 0.0311858 | Time: 1945.92 ms
[2022-04-06 15:28:55 main:574] : INFO : Epoch 2002 | loss: 0.0311546 | val_loss: 0.0311802 | Time: 1956.93 ms
[2022-04-06 15:28:57 main:574] : INFO : Epoch 2003 | loss: 0.0311558 | val_loss: 0.0311809 | Time: 2022.98 ms
[2022-04-06 15:28:59 main:574] : INFO : Epoch 2004 | loss: 0.0311537 | val_loss: 0.0311814 | Time: 1962.08 ms
[2022-04-06 15:29:01 main:574] : INFO : Epoch 2005 | loss: 0.0311534 | val_loss: 0.0311829 | Time: 2080.07 ms
[2022-04-06 15:29:03 main:574] : INFO : Epoch 2006 | loss: 0.0311543 | val_loss: 0.0311822 | Time: 1990.96 ms
[2022-04-06 15:29:05 main:574] : INFO : Epoch 2007 | loss: 0.0311533 | val_loss: 0.0311804 | Time: 1968.11 ms
[2022-04-06 15:29:07 main:574] : INFO : Epoch 2008 | loss: 0.0311535 | val_loss: 0.0311772 | Time: 1945.56 ms
[2022-04-06 15:29:09 main:574] : INFO : Epoch 2009 | loss: 0.0311541 | val_loss: 0.0311886 | Time: 1927.28 ms
[2022-04-06 15:29:11 main:574] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 1979.58 ms
[2022-04-06 15:29:13 main:574] : INFO : Epoch 2011 | loss: 0.031152 | val_loss: 0.0311804 | Time: 1930.63 ms
[2022-04-06 15:29:15 main:574] : INFO : Epoch 2012 | loss: 0.0311532 | val_loss: 0.0311823 | Time: 1911.51 ms
[2022-04-06 15:29:17 main:574] : INFO : Epoch 2013 | loss: 0.0311518 | val_loss: 0.0311773 | Time: 1934.76 ms
[2022-04-06 15:29:19 main:574] : INFO : Epoch 2014 | loss: 0.0311509 | val_loss: 0.0311773 | Time: 1969.84 ms
[2022-04-06 15:29:21 main:574] : INFO : Epoch 2015 | loss: 0.031152 | val_loss: 0.0311815 | Time: 1885.36 ms
[2022-04-06 15:29:23 main:574] : INFO : Epoch 2016 | loss: 0.0311525 | val_loss: 0.0311801 | Time: 1994.65 ms
[2022-04-06 15:29:25 main:574] : INFO : Epoch 2017 | loss: 0.0311521 | val_loss: 0.0311864 | Time: 1956.29 ms
[2022-04-06 15:29:27 main:574] : INFO : Epoch 2018 | loss: 0.0311514 | val_loss: 0.0311812 | Time: 2011.94 ms
[2022-04-06 15:29:29 main:574] : INFO : Epoch 2019 | loss: 0.0311503 | val_loss: 0.0311827 | Time: 1992.76 ms
[2022-04-06 15:29:31 main:574] : INFO : Epoch 2020 | loss: 0.0311511 | val_loss: 0.031182 | Time: 1961.35 ms
[2022-04-06 15:29:33 main:574] : INFO : Epoch 2021 | loss: 0.0311513 | val_loss: 0.0311819 | Time: 1997.23 ms
[2022-04-06 15:29:35 main:574] : INFO : Epoch 2022 | loss: 0.0311521 | val_loss: 0.0311799 | Time: 2080.97 ms
[2022-04-06 15:29:37 main:574] : INFO : Epoch 2023 | loss: 0.0311509 | val_loss: 0.0311845 | Time: 1968.99 ms
[2022-04-06 15:29:39 main:574] : INFO : Epoch 2024 | loss: 0.0311533 | val_loss: 0.0311871 | Time: 1899.92 ms
[2022-04-06 15:29:41 main:574] : INFO : Epoch 2025 | loss: 0.0311515 | val_loss: 0.0311801 | Time: 1928.37 ms
[2022-04-06 15:29:42 main:574] : INFO : Epoch 2026 | loss: 0.0311521 | val_loss: 0.0311804 | Time: 1939.3 ms
[2022-04-06 15:29:44 main:574] : INFO : Epoch 2027 | loss: 0.0311531 | val_loss: 0.0311807 | Time: 1915.58 ms
[2022-04-06 15:29:46 main:574] : INFO : Epoch 2028 | loss: 0.0311563 | val_loss: 0.0311799 | Time: 1972.01 ms
[2022-04-06 15:29:48 main:574] : INFO : Epoch 2029 | loss: 0.0311587 | val_loss: 0.0311815 | Time: 1899.39 ms
[2022-04-06 15:29:50 main:574] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.031181 | Time: 2027.14 ms
[2022-04-06 15:29:52 main:574] : INFO : Epoch 2031 | loss: 0.0311576 | val_loss: 0.0311822 | Time: 2025.84 ms
[2022-04-06 15:29:54 main:574] : INFO : Epoch 2032 | loss: 0.0311555 | val_loss: 0.0311819 | Time: 2022.85 ms
[2022-04-06 15:29:56 main:574] : INFO : Epoch 2033 | loss: 0.0311564 | val_loss: 0.0311823 | Time: 1913.89 ms
[2022-04-06 15:29:58 main:574] : INFO : Epoch 2034 | loss: 0.0311555 | val_loss: 0.0311886 | Time: 1984.28 ms
[2022-04-06 15:30:00 main:574] : INFO : Epoch 2035 | loss: 0.0311598 | val_loss: 0.0311849 | Time: 1896.63 ms
[2022-04-06 15:30:02 main:574] : INFO : Epoch 2036 | loss: 0.0311566 | val_loss: 0.0311836 | Time: 1840.8 ms
[2022-04-06 15:30:04 main:574] : INFO : Epoch 2037 | loss: 0.0311583 | val_loss: 0.0311855 | Time: 1838.84 ms
[2022-04-06 15:30:06 main:574] : INFO : Epoch 2038 | loss: 0.0311585 | val_loss: 0.0311828 | Time: 1912.31 ms
[2022-04-06 15:30:08 main:574] : INFO : Epoch 2039 | loss: 0.0311574 | val_loss: 0.0311826 | Time: 1891.58 ms
[2022-04-06 15:30:10 main:574] : INFO : Epoch 2040 | loss: 0.0311566 | val_loss: 0.0311834 | Time: 1973 ms
[2022-04-06 15:30:12 main:574] : INFO : Epoch 2041 | loss: 0.0311574 | val_loss: 0.0311809 | Time: 1987.17 ms
[2022-04-06 15:30:14 main:574] : INFO : Epoch 2042 | loss: 0.0311574 | val_loss: 0.0311839 | Time: 1941.31 ms
[2022-04-06 15:30:16 main:574] : INFO : Epoch 2043 | loss: 0.031155 | val_loss: 0.0311842 | Time: 1996.85 ms
[2022-04-06 15:30:18 main:574] : INFO : Epoch 2044 | loss: 0.0311539 | val_loss: 0.0311831 | Time: 1955.21 ms
[2022-04-06 15:30:20 main:574] : INFO : Epoch 2045 | loss: 0.0311604 | val_loss: 0.0311892 | Time: 1951.4 ms
[2022-04-06 15:30:22 main:574] : INFO : Epoch 2046 | loss: 0.0311597 | val_loss: 0.0311809 | Time: 1859.34 ms
[2022-04-06 15:30:23 main:574] : INFO : Epoch 2047 | loss: 0.031156 | val_loss: 0.0311842 | Time: 1892.17 ms
[2022-04-06 15:30:25 main:574] : INFO : Epoch 2048 | loss: 0.0311526 | val_loss: 0.0311794 | Time: 1889.71 ms
[2022-04-06 15:30:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311794
[2022-04-06 15:30:25 main:603] : INFO : Saving end state to config to file
[2022-04-06 15:30:25 main:608] : INFO : Success, exiting..
15:30:25 (11468): 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)