Task 14630098
| Name | ParityModified-1647048217-32108-3-0_2 |
| Workunit | 11575820 |
| Created | 26 Apr 2022, 22:16:28 UTC |
| Sent | 26 Apr 2022, 22:18:28 UTC |
| Report deadline | 4 May 2022, 22:18:28 UTC |
| Received | 26 Apr 2022, 23:29:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 9 min 50 sec |
| CPU time | 1 hours 9 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.58 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310717 | val_loss: 0.0310993 | Time: 2138.65 ms
[2022-04-27 01:12:14 main:581] : INFO : Epoch 1539 | loss: 0.0310805 | val_loss: 0.0310977 | Time: 1994.17 ms
[2022-04-27 01:12:16 main:581] : INFO : Epoch 1540 | loss: 0.0310816 | val_loss: 0.031105 | Time: 2096 ms
[2022-04-27 01:12:18 main:581] : INFO : Epoch 1541 | loss: 0.0310769 | val_loss: 0.0310945 | Time: 1983.83 ms
[2022-04-27 01:12:20 main:581] : INFO : Epoch 1542 | loss: 0.0310753 | val_loss: 0.0310926 | Time: 2080.71 ms
[2022-04-27 01:12:22 main:581] : INFO : Epoch 1543 | loss: 0.0310718 | val_loss: 0.031093 | Time: 2052.14 ms
[2022-04-27 01:12:24 main:581] : INFO : Epoch 1544 | loss: 0.031107 | val_loss: 0.0311313 | Time: 2232.43 ms
[2022-04-27 01:12:26 main:581] : INFO : Epoch 1545 | loss: 0.031118 | val_loss: 0.0311174 | Time: 2145.42 ms
[2022-04-27 01:12:28 main:581] : INFO : Epoch 1546 | loss: 0.0311032 | val_loss: 0.031113 | Time: 2028.54 ms
[2022-04-27 01:12:31 main:581] : INFO : Epoch 1547 | loss: 0.0310952 | val_loss: 0.0311033 | Time: 2233.78 ms
[2022-04-27 01:12:33 main:581] : INFO : Epoch 1548 | loss: 0.0310899 | val_loss: 0.0311019 | Time: 2169.82 ms
[2022-04-27 01:12:35 main:581] : INFO : Epoch 1549 | loss: 0.0310907 | val_loss: 0.0310976 | Time: 2070.62 ms
[2022-04-27 01:12:37 main:581] : INFO : Epoch 1550 | loss: 0.0310851 | val_loss: 0.0311008 | Time: 1982.96 ms
[2022-04-27 01:12:39 main:581] : INFO : Epoch 1551 | loss: 0.0310895 | val_loss: 0.0311025 | Time: 1983.78 ms
[2022-04-27 01:12:41 main:581] : INFO : Epoch 1552 | loss: 0.0310905 | val_loss: 0.0310942 | Time: 2004.21 ms
[2022-04-27 01:12:43 main:581] : INFO : Epoch 1553 | loss: 0.0310833 | val_loss: 0.0310944 | Time: 2033.47 ms
[2022-04-27 01:12:45 main:581] : INFO : Epoch 1554 | loss: 0.0310796 | val_loss: 0.031091 | Time: 2031.42 ms
[2022-04-27 01:12:47 main:581] : INFO : Epoch 1555 | loss: 0.0310778 | val_loss: 0.0310988 | Time: 1990.96 ms
[2022-04-27 01:12:49 main:581] : INFO : Epoch 1556 | loss: 0.0310775 | val_loss: 0.0310921 | Time: 1995.84 ms
[2022-04-27 01:12:51 main:581] : INFO : Epoch 1557 | loss: 0.0310746 | val_loss: 0.0310899 | Time: 2084.26 ms
[2022-04-27 01:12:53 main:581] : INFO : Epoch 1558 | loss: 0.0310776 | val_loss: 0.0310956 | Time: 2102.62 ms
[2022-04-27 01:12:55 main:581] : INFO : Epoch 1559 | loss: 0.0310791 | val_loss: 0.0311021 | Time: 2151.4 ms
[2022-04-27 01:12:57 main:581] : INFO : Epoch 1560 | loss: 0.0310794 | val_loss: 0.0310938 | Time: 2065.53 ms
[2022-04-27 01:12:59 main:581] : INFO : Epoch 1561 | loss: 0.0310811 | val_loss: 0.0310953 | Time: 2014.12 ms
[2022-04-27 01:13:01 main:581] : INFO : Epoch 1562 | loss: 0.0310792 | val_loss: 0.0310919 | Time: 2017.09 ms
[2022-04-27 01:13:03 main:581] : INFO : Epoch 1563 | loss: 0.0310791 | val_loss: 0.0310869 | Time: 2011.32 ms
[2022-04-27 01:13:05 main:581] : INFO : Epoch 1564 | loss: 0.0310736 | val_loss: 0.0310875 | Time: 2010.94 ms
[2022-04-27 01:13:07 main:581] : INFO : Epoch 1565 | loss: 0.0310687 | val_loss: 0.0310927 | Time: 2051.17 ms
[2022-04-27 01:13:09 main:581] : INFO : Epoch 1566 | loss: 0.0310684 | val_loss: 0.0310918 | Time: 1986.73 ms
[2022-04-27 01:13:11 main:581] : INFO : Epoch 1567 | loss: 0.031069 | val_loss: 0.03109 | Time: 2033.95 ms
[2022-04-27 01:13:14 main:581] : INFO : Epoch 1568 | loss: 0.031066 | val_loss: 0.0310866 | Time: 2247.26 ms
[2022-04-27 01:13:16 main:581] : INFO : Epoch 1569 | loss: 0.0310728 | val_loss: 0.0311193 | Time: 2106.35 ms
[2022-04-27 01:13:18 main:581] : INFO : Epoch 1570 | loss: 0.0310958 | val_loss: 0.0311114 | Time: 2060.81 ms
[2022-04-27 01:13:20 main:581] : INFO : Epoch 1571 | loss: 0.0310902 | val_loss: 0.0311054 | Time: 2032.89 ms
[2022-04-27 01:13:22 main:581] : INFO : Epoch 1572 | loss: 0.0310733 | val_loss: 0.0310945 | Time: 1975.04 ms
[2022-04-27 01:13:24 main:581] : INFO : Epoch 1573 | loss: 0.031072 | val_loss: 0.0310963 | Time: 1981 ms
[2022-04-27 01:13:26 main:581] : INFO : Epoch 1574 | loss: 0.0310714 | val_loss: 0.0310936 | Time: 2038.02 ms
[2022-04-27 01:13:28 main:581] : INFO : Epoch 1575 | loss: 0.0310693 | val_loss: 0.0310957 | Time: 1992.21 ms
[2022-04-27 01:13:30 main:581] : INFO : Epoch 1576 | loss: 0.0310677 | val_loss: 0.0310907 | Time: 2065.23 ms
[2022-04-27 01:13:32 main:581] : INFO : Epoch 1577 | loss: 0.0310675 | val_loss: 0.0310896 | Time: 2053.63 ms
[2022-04-27 01:13:34 main:581] : INFO : Epoch 1578 | loss: 0.0310652 | val_loss: 0.0310954 | Time: 2021.91 ms
[2022-04-27 01:13:36 main:581] : INFO : Epoch 1579 | loss: 0.0310704 | val_loss: 0.0310944 | Time: 2029.56 ms
[2022-04-27 01:13:38 main:581] : INFO : Epoch 1580 | loss: 0.0310702 | val_loss: 0.0310874 | Time: 1981.96 ms
[2022-04-27 01:13:40 main:581] : INFO : Epoch 1581 | loss: 0.0310711 | val_loss: 0.0310854 | Time: 2032.13 ms
[2022-04-27 01:13:42 main:581] : INFO : Epoch 1582 | loss: 0.0310649 | val_loss: 0.0310821 | Time: 2150.95 ms
[2022-04-27 01:13:44 main:581] : INFO : Epoch 1583 | loss: 0.0310638 | val_loss: 0.031089 | Time: 2033.21 ms
[2022-04-27 01:13:46 main:581] : INFO : Epoch 1584 | loss: 0.0310681 | val_loss: 0.0310879 | Time: 2051.41 ms
[2022-04-27 01:13:48 main:581] : INFO : Epoch 1585 | loss: 0.0310638 | val_loss: 0.0310905 | Time: 2030.83 ms
[2022-04-27 01:13:50 main:581] : INFO : Epoch 1586 | loss: 0.0310616 | val_loss: 0.0310863 | Time: 2018.64 ms
[2022-04-27 01:13:52 main:581] : INFO : Epoch 1587 | loss: 0.0310622 | val_loss: 0.0310911 | Time: 1998.45 ms
[2022-04-27 01:13:54 main:581] : INFO : Epoch 1588 | loss: 0.0310663 | val_loss: 0.0310897 | Time: 2005.17 ms
[2022-04-27 01:13:56 main:581] : INFO : Epoch 1589 | loss: 0.0310651 | val_loss: 0.0310869 | Time: 2008.37 ms
[2022-04-27 01:13:58 main:581] : INFO : Epoch 1590 | loss: 0.0310674 | val_loss: 0.031114 | Time: 2088.55 ms
[2022-04-27 01:14:00 main:581] : INFO : Epoch 1591 | loss: 0.0310671 | val_loss: 0.0310837 | Time: 2026.54 ms
[2022-04-27 01:14:02 main:581] : INFO : Epoch 1592 | loss: 0.0310616 | val_loss: 0.0310894 | Time: 2070.24 ms
[2022-04-27 01:14:05 main:581] : INFO : Epoch 1593 | loss: 0.0310641 | val_loss: 0.0310875 | Time: 2135.04 ms
[2022-04-27 01:14:07 main:581] : INFO : Epoch 1594 | loss: 0.0310623 | val_loss: 0.031089 | Time: 2025.44 ms
[2022-04-27 01:14:09 main:581] : INFO : Epoch 1595 | loss: 0.0310623 | val_loss: 0.0310863 | Time: 2055.49 ms
[2022-04-27 01:14:11 main:581] : INFO : Epoch 1596 | loss: 0.03109 | val_loss: 0.0311075 | Time: 2039.74 ms
[2022-04-27 01:14:13 main:581] : INFO : Epoch 1597 | loss: 0.0310848 | val_loss: 0.0310938 | Time: 2013.45 ms
[2022-04-27 01:14:15 main:581] : INFO : Epoch 1598 | loss: 0.0310788 | val_loss: 0.0311023 | Time: 2008 ms
[2022-04-27 01:14:17 main:581] : INFO : Epoch 1599 | loss: 0.0310894 | val_loss: 0.0311081 | Time: 2002.31 ms
[2022-04-27 01:14:19 main:581] : INFO : Epoch 1600 | loss: 0.0310932 | val_loss: 0.0311194 | Time: 2026.04 ms
[2022-04-27 01:14:21 main:581] : INFO : Epoch 1601 | loss: 0.0310795 | val_loss: 0.031099 | Time: 2050 ms
[2022-04-27 01:14:23 main:581] : INFO : Epoch 1602 | loss: 0.0310714 | val_loss: 0.0310859 | Time: 2124.71 ms
[2022-04-27 01:14:25 main:581] : INFO : Epoch 1603 | loss: 0.0310664 | val_loss: 0.0310958 | Time: 2150.44 ms
[2022-04-27 01:14:27 main:581] : INFO : Epoch 1604 | loss: 0.0310779 | val_loss: 0.0310946 | Time: 2065.36 ms
[2022-04-27 01:14:29 main:581] : INFO : Epoch 1605 | loss: 0.0310756 | val_loss: 0.0310983 | Time: 2287.33 ms
[2022-04-27 01:14:32 main:581] : INFO : Epoch 1606 | loss: 0.0310742 | val_loss: 0.0310972 | Time: 2029.5 ms
[2022-04-27 01:14:34 main:581] : INFO : Epoch 1607 | loss: 0.0310678 | val_loss: 0.03109 | Time: 2104.44 ms
[2022-04-27 01:14:36 main:581] : INFO : Epoch 1608 | loss: 0.031069 | val_loss: 0.0310991 | Time: 2030.94 ms
[2022-04-27 01:14:38 main:581] : INFO : Epoch 1609 | loss: 0.0310686 | val_loss: 0.0310921 | Time: 1994.82 ms
[2022-04-27 01:14:40 main:581] : INFO : Epoch 1610 | loss: 0.0310672 | val_loss: 0.0310946 | Time: 2000.89 ms
[2022-04-27 01:14:42 main:581] : INFO : Epoch 1611 | loss: 0.0310778 | val_loss: 0.0311106 | Time: 2003.8 ms
[2022-04-27 01:14:44 main:581] : INFO : Epoch 1612 | loss: 0.031099 | val_loss: 0.0311248 | Time: 1998.82 ms
[2022-04-27 01:14:46 main:581] : INFO : Epoch 1613 | loss: 0.0311028 | val_loss: 0.0311121 | Time: 2148.01 ms
[2022-04-27 01:14:48 main:581] : INFO : Epoch 1614 | loss: 0.0310933 | val_loss: 0.0310976 | Time: 1999.95 ms
[2022-04-27 01:14:50 main:581] : INFO : Epoch 1615 | loss: 0.0310859 | val_loss: 0.0310941 | Time: 2028.26 ms
[2022-04-27 01:14:52 main:581] : INFO : Epoch 1616 | loss: 0.0310826 | val_loss: 0.0310902 | Time: 1991.85 ms
[2022-04-27 01:14:54 main:581] : INFO : Epoch 1617 | loss: 0.0310799 | val_loss: 0.0310908 | Time: 1988.07 ms
[2022-04-27 01:14:56 main:581] : INFO : Epoch 1618 | loss: 0.0310799 | val_loss: 0.0310909 | Time: 2004.15 ms
[2022-04-27 01:14:58 main:581] : INFO : Epoch 1619 | loss: 0.0310799 | val_loss: 0.0310998 | Time: 1999.21 ms
[2022-04-27 01:15:00 main:581] : INFO : Epoch 1620 | loss: 0.0310801 | val_loss: 0.0310922 | Time: 2015.98 ms
[2022-04-27 01:15:02 main:581] : INFO : Epoch 1621 | loss: 0.0310765 | val_loss: 0.0311075 | Time: 2013.01 ms
[2022-04-27 01:15:04 main:581] : INFO : Epoch 1622 | loss: 0.0310986 | val_loss: 0.0311157 | Time: 2000.72 ms
[2022-04-27 01:15:06 main:581] : INFO : Epoch 1623 | loss: 0.0311038 | val_loss: 0.0311121 | Time: 2109.5 ms
[2022-04-27 01:15:08 main:581] : INFO : Epoch 1624 | loss: 0.031096 | val_loss: 0.0311142 | Time: 2016.01 ms
[2022-04-27 01:15:10 main:581] : INFO : Epoch 1625 | loss: 0.0311001 | val_loss: 0.0311165 | Time: 2031.29 ms
[2022-04-27 01:15:12 main:581] : INFO : Epoch 1626 | loss: 0.0310921 | val_loss: 0.0311118 | Time: 1998.27 ms
[2022-04-27 01:15:14 main:581] : INFO : Epoch 1627 | loss: 0.0310873 | val_loss: 0.0311095 | Time: 1991.06 ms
[2022-04-27 01:15:16 main:581] : INFO : Epoch 1628 | loss: 0.0310836 | val_loss: 0.0311057 | Time: 2020.3 ms
[2022-04-27 01:15:18 main:581] : INFO : Epoch 1629 | loss: 0.0310848 | val_loss: 0.031109 | Time: 1982.05 ms
[2022-04-27 01:15:20 main:581] : INFO : Epoch 1630 | loss: 0.0310832 | val_loss: 0.0311064 | Time: 2034.22 ms
[2022-04-27 01:15:22 main:581] : INFO : Epoch 1631 | loss: 0.0310818 | val_loss: 0.0311088 | Time: 2016.74 ms
[2022-04-27 01:15:24 main:581] : INFO : Epoch 1632 | loss: 0.0310799 | val_loss: 0.0310952 | Time: 2042.79 ms
[2022-04-27 01:15:26 main:581] : INFO : Epoch 1633 | loss: 0.0310735 | val_loss: 0.0311006 | Time: 2036.76 ms
[2022-04-27 01:15:28 main:581] : INFO : Epoch 1634 | loss: 0.0310776 | val_loss: 0.0311035 | Time: 2048.01 ms
[2022-04-27 01:15:30 main:581] : INFO : Epoch 1635 | loss: 0.0310727 | val_loss: 0.0311134 | Time: 2048.15 ms
[2022-04-27 01:15:32 main:581] : INFO : Epoch 1636 | loss: 0.0310767 | val_loss: 0.0311086 | Time: 2100.67 ms
[2022-04-27 01:15:34 main:581] : INFO : Epoch 1637 | loss: 0.0310685 | val_loss: 0.0311045 | Time: 2006.73 ms
[2022-04-27 01:15:36 main:581] : INFO : Epoch 1638 | loss: 0.031065 | val_loss: 0.0310968 | Time: 2014.33 ms
[2022-04-27 01:15:38 main:581] : INFO : Epoch 1639 | loss: 0.0310696 | val_loss: 0.0311045 | Time: 2003.03 ms
[2022-04-27 01:15:40 main:581] : INFO : Epoch 1640 | loss: 0.0310703 | val_loss: 0.0311032 | Time: 2090.42 ms
[2022-04-27 01:15:42 main:581] : INFO : Epoch 1641 | loss: 0.0310689 | val_loss: 0.0311016 | Time: 1992.4 ms
[2022-04-27 01:15:44 main:581] : INFO : Epoch 1642 | loss: 0.0310694 | val_loss: 0.0311044 | Time: 2001.53 ms
[2022-04-27 01:15:46 main:581] : INFO : Epoch 1643 | loss: 0.0310721 | val_loss: 0.0310955 | Time: 2057.08 ms
[2022-04-27 01:15:48 main:581] : INFO : Epoch 1644 | loss: 0.0310669 | val_loss: 0.0311027 | Time: 2003.54 ms
[2022-04-27 01:15:51 main:581] : INFO : Epoch 1645 | loss: 0.0310616 | val_loss: 0.0311039 | Time: 2025.99 ms
[2022-04-27 01:15:53 main:581] : INFO : Epoch 1646 | loss: 0.0310611 | val_loss: 0.0310963 | Time: 1993.7 ms
[2022-04-27 01:15:55 main:581] : INFO : Epoch 1647 | loss: 0.0310607 | val_loss: 0.0310996 | Time: 2002.08 ms
[2022-04-27 01:15:57 main:581] : INFO : Epoch 1648 | loss: 0.0310625 | val_loss: 0.0310953 | Time: 1997.19 ms
[2022-04-27 01:15:59 main:581] : INFO : Epoch 1649 | loss: 0.0310636 | val_loss: 0.0311068 | Time: 2000.58 ms
[2022-04-27 01:16:01 main:581] : INFO : Epoch 1650 | loss: 0.0310623 | val_loss: 0.0310906 | Time: 2059.38 ms
[2022-04-27 01:16:03 main:581] : INFO : Epoch 1651 | loss: 0.031063 | val_loss: 0.0311049 | Time: 1984.03 ms
[2022-04-27 01:16:05 main:581] : INFO : Epoch 1652 | loss: 0.0310937 | val_loss: 0.0311202 | Time: 1987.03 ms
[2022-04-27 01:16:07 main:581] : INFO : Epoch 1653 | loss: 0.0310881 | val_loss: 0.0311095 | Time: 2025.98 ms
[2022-04-27 01:16:09 main:581] : INFO : Epoch 1654 | loss: 0.0310772 | val_loss: 0.0311183 | Time: 2013.1 ms
[2022-04-27 01:16:11 main:581] : INFO : Epoch 1655 | loss: 0.0310745 | val_loss: 0.0311028 | Time: 2001.19 ms
[2022-04-27 01:16:13 main:581] : INFO : Epoch 1656 | loss: 0.0310739 | val_loss: 0.0311165 | Time: 1992.18 ms
[2022-04-27 01:16:15 main:581] : INFO : Epoch 1657 | loss: 0.031073 | val_loss: 0.0311077 | Time: 2093.15 ms
[2022-04-27 01:16:17 main:581] : INFO : Epoch 1658 | loss: 0.0310716 | val_loss: 0.0311153 | Time: 2118.03 ms
[2022-04-27 01:16:19 main:581] : INFO : Epoch 1659 | loss: 0.0310738 | val_loss: 0.0311064 | Time: 2032.91 ms
[2022-04-27 01:16:21 main:581] : INFO : Epoch 1660 | loss: 0.0310815 | val_loss: 0.0311216 | Time: 2034.81 ms
[2022-04-27 01:16:23 main:581] : INFO : Epoch 1661 | loss: 0.0311095 | val_loss: 0.0311106 | Time: 2075.23 ms
[2022-04-27 01:16:25 main:581] : INFO : Epoch 1662 | loss: 0.0310868 | val_loss: 0.0311052 | Time: 2044.66 ms
[2022-04-27 01:16:27 main:581] : INFO : Epoch 1663 | loss: 0.0310768 | val_loss: 0.0311046 | Time: 2036.03 ms
[2022-04-27 01:16:29 main:581] : INFO : Epoch 1664 | loss: 0.0310751 | val_loss: 0.0311006 | Time: 2008.24 ms
[2022-04-27 01:16:31 main:581] : INFO : Epoch 1665 | loss: 0.031075 | val_loss: 0.0311022 | Time: 2057.01 ms
[2022-04-27 01:16:33 main:581] : INFO : Epoch 1666 | loss: 0.031084 | val_loss: 0.0311186 | Time: 2161.34 ms
[2022-04-27 01:16:35 main:581] : INFO : Epoch 1667 | loss: 0.0310914 | val_loss: 0.0311129 | Time: 2130.59 ms
[2022-04-27 01:16:37 main:581] : INFO : Epoch 1668 | loss: 0.0310816 | val_loss: 0.0311086 | Time: 2003.99 ms
[2022-04-27 01:16:39 main:581] : INFO : Epoch 1669 | loss: 0.0310739 | val_loss: 0.0311086 | Time: 2045.51 ms
[2022-04-27 01:16:41 main:581] : INFO : Epoch 1670 | loss: 0.0310695 | val_loss: 0.0311063 | Time: 2069.74 ms
[2022-04-27 01:16:44 main:581] : INFO : Epoch 1671 | loss: 0.0310698 | val_loss: 0.0311008 | Time: 2023.38 ms
[2022-04-27 01:16:46 main:581] : INFO : Epoch 1672 | loss: 0.0310663 | val_loss: 0.0311009 | Time: 2041.49 ms
[2022-04-27 01:16:48 main:581] : INFO : Epoch 1673 | loss: 0.031067 | val_loss: 0.0310967 | Time: 1985.32 ms
[2022-04-27 01:16:50 main:581] : INFO : Epoch 1674 | loss: 0.0310741 | val_loss: 0.0310918 | Time: 1989.55 ms
[2022-04-27 01:16:52 main:581] : INFO : Epoch 1675 | loss: 0.0310725 | val_loss: 0.0310942 | Time: 2059.2 ms
[2022-04-27 01:16:54 main:581] : INFO : Epoch 1676 | loss: 0.0310692 | val_loss: 0.0310984 | Time: 2143.54 ms
[2022-04-27 01:16:56 main:581] : INFO : Epoch 1677 | loss: 0.0310657 | val_loss: 0.031097 | Time: 2051.51 ms
[2022-04-27 01:16:58 main:581] : INFO : Epoch 1678 | loss: 0.0310652 | val_loss: 0.0310937 | Time: 2020.67 ms
[2022-04-27 01:17:00 main:581] : INFO : Epoch 1679 | loss: 0.0310628 | val_loss: 0.031091 | Time: 2028.31 ms
[2022-04-27 01:17:02 main:581] : INFO : Epoch 1680 | loss: 0.0310644 | val_loss: 0.0310953 | Time: 2064.84 ms
[2022-04-27 01:17:04 main:581] : INFO : Epoch 1681 | loss: 0.0310662 | val_loss: 0.0310927 | Time: 2050.35 ms
[2022-04-27 01:17:06 main:581] : INFO : Epoch 1682 | loss: 0.031066 | val_loss: 0.0310983 | Time: 2124.51 ms
[2022-04-27 01:17:08 main:581] : INFO : Epoch 1683 | loss: 0.031065 | val_loss: 0.0310943 | Time: 2246.99 ms
[2022-04-27 01:17:10 main:581] : INFO : Epoch 1684 | loss: 0.0310583 | val_loss: 0.0310937 | Time: 2059.32 ms
[2022-04-27 01:17:12 main:581] : INFO : Epoch 1685 | loss: 0.0310591 | val_loss: 0.0311072 | Time: 1993.07 ms
[2022-04-27 01:17:14 main:581] : INFO : Epoch 1686 | loss: 0.0310612 | val_loss: 0.0310886 | Time: 2007.45 ms
[2022-04-27 01:17:16 main:581] : INFO : Epoch 1687 | loss: 0.0310607 | val_loss: 0.0310902 | Time: 2009.01 ms
[2022-04-27 01:17:18 main:581] : INFO : Epoch 1688 | loss: 0.0310633 | val_loss: 0.0311001 | Time: 2050.16 ms
[2022-04-27 01:17:21 main:581] : INFO : Epoch 1689 | loss: 0.0310625 | val_loss: 0.0310904 | Time: 2098.14 ms
[2022-04-27 01:17:23 main:581] : INFO : Epoch 1690 | loss: 0.0310622 | val_loss: 0.0310944 | Time: 1998.36 ms
[2022-04-27 01:17:25 main:581] : INFO : Epoch 1691 | loss: 0.0310635 | val_loss: 0.031108 | Time: 2021.56 ms
[2022-04-27 01:17:27 main:581] : INFO : Epoch 1692 | loss: 0.0310656 | val_loss: 0.0310956 | Time: 2011.84 ms
[2022-04-27 01:17:29 main:581] : INFO : Epoch 1693 | loss: 0.0310601 | val_loss: 0.031098 | Time: 1985.1 ms
[2022-04-27 01:17:31 main:581] : INFO : Epoch 1694 | loss: 0.0310627 | val_loss: 0.0310933 | Time: 2043.99 ms
[2022-04-27 01:17:33 main:581] : INFO : Epoch 1695 | loss: 0.0310676 | val_loss: 0.0311071 | Time: 2016.85 ms
[2022-04-27 01:17:35 main:581] : INFO : Epoch 1696 | loss: 0.0310681 | val_loss: 0.0310942 | Time: 2127.71 ms
[2022-04-27 01:17:37 main:581] : INFO : Epoch 1697 | loss: 0.031063 | val_loss: 0.0310926 | Time: 2082.33 ms
[2022-04-27 01:17:39 main:581] : INFO : Epoch 1698 | loss: 0.0310603 | val_loss: 0.0310914 | Time: 2154.43 ms
[2022-04-27 01:17:41 main:581] : INFO : Epoch 1699 | loss: 0.0310622 | val_loss: 0.0311001 | Time: 2162.67 ms
[2022-04-27 01:17:43 main:581] : INFO : Epoch 1700 | loss: 0.0310584 | val_loss: 0.0310961 | Time: 1989.27 ms
[2022-04-27 01:17:45 main:581] : INFO : Epoch 1701 | loss: 0.0310616 | val_loss: 0.0310968 | Time: 2089.07 ms
[2022-04-27 01:17:47 main:581] : INFO : Epoch 1702 | loss: 0.0310592 | val_loss: 0.0310956 | Time: 2147.98 ms
[2022-04-27 01:17:49 main:581] : INFO : Epoch 1703 | loss: 0.0310574 | val_loss: 0.0310921 | Time: 1979.98 ms
[2022-04-27 01:17:51 main:581] : INFO : Epoch 1704 | loss: 0.0310575 | val_loss: 0.0310961 | Time: 2049.15 ms
[2022-04-27 01:17:53 main:581] : INFO : Epoch 1705 | loss: 0.0310602 | val_loss: 0.031099 | Time: 2034.31 ms
[2022-04-27 01:17:56 main:581] : INFO : Epoch 1706 | loss: 0.0310609 | val_loss: 0.0311026 | Time: 2085.54 ms
[2022-04-27 01:17:58 main:581] : INFO : Epoch 1707 | loss: 0.0310631 | val_loss: 0.0310982 | Time: 1984.03 ms
[2022-04-27 01:18:00 main:581] : INFO : Epoch 1708 | loss: 0.0310566 | val_loss: 0.0311015 | Time: 2015.35 ms
[2022-04-27 01:18:02 main:581] : INFO : Epoch 1709 | loss: 0.0310588 | val_loss: 0.0311002 | Time: 2053.61 ms
[2022-04-27 01:18:04 main:581] : INFO : Epoch 1710 | loss: 0.0310593 | val_loss: 0.0310984 | Time: 2051.23 ms
[2022-04-27 01:18:06 main:581] : INFO : Epoch 1711 | loss: 0.031064 | val_loss: 0.0311202 | Time: 2086.21 ms
[2022-04-27 01:18:08 main:581] : INFO : Epoch 1712 | loss: 0.0310727 | val_loss: 0.0311007 | Time: 1987.63 ms
[2022-04-27 01:18:10 main:581] : INFO : Epoch 1713 | loss: 0.0310706 | val_loss: 0.0311013 | Time: 2035.97 ms
[2022-04-27 01:18:12 main:581] : INFO : Epoch 1714 | loss: 0.031068 | val_loss: 0.0310976 | Time: 2020.31 ms
[2022-04-27 01:18:14 main:581] : INFO : Epoch 1715 | loss: 0.0310622 | val_loss: 0.0310985 | Time: 1995.04 ms
[2022-04-27 01:18:16 main:581] : INFO : Epoch 1716 | loss: 0.0310573 | val_loss: 0.0310979 | Time: 2022.39 ms
[2022-04-27 01:18:18 main:581] : INFO : Epoch 1717 | loss: 0.0310564 | val_loss: 0.0310989 | Time: 2049.39 ms
[2022-04-27 01:18:20 main:581] : INFO : Epoch 1718 | loss: 0.0310553 | val_loss: 0.0311022 | Time: 2041.38 ms
[2022-04-27 01:18:22 main:581] : INFO : Epoch 1719 | loss: 0.0310592 | val_loss: 0.0310984 | Time: 1995.98 ms
[2022-04-27 01:18:24 main:581] : INFO : Epoch 1720 | loss: 0.031055 | val_loss: 0.0310966 | Time: 1997.8 ms
[2022-04-27 01:18:26 main:581] : INFO : Epoch 1721 | loss: 0.0310531 | val_loss: 0.031094 | Time: 2010.87 ms
[2022-04-27 01:18:28 main:581] : INFO : Epoch 1722 | loss: 0.0310545 | val_loss: 0.0310935 | Time: 2094.69 ms
[2022-04-27 01:18:30 main:581] : INFO : Epoch 1723 | loss: 0.0310513 | val_loss: 0.0310882 | Time: 2065.84 ms
[2022-04-27 01:18:32 main:581] : INFO : Epoch 1724 | loss: 0.0310494 | val_loss: 0.0311032 | Time: 2088.04 ms
[2022-04-27 01:18:34 main:581] : INFO : Epoch 1725 | loss: 0.0310527 | val_loss: 0.0310962 | Time: 2030.24 ms
[2022-04-27 01:18:36 main:581] : INFO : Epoch 1726 | loss: 0.0310525 | val_loss: 0.0310988 | Time: 1993.79 ms
[2022-04-27 01:18:38 main:581] : INFO : Epoch 1727 | loss: 0.0310526 | val_loss: 0.0310949 | Time: 1995.55 ms
[2022-04-27 01:18:40 main:581] : INFO : Epoch 1728 | loss: 0.03106 | val_loss: 0.0310907 | Time: 2005.34 ms
[2022-04-27 01:18:42 main:581] : INFO : Epoch 1729 | loss: 0.0310641 | val_loss: 0.0310937 | Time: 1985.85 ms
[2022-04-27 01:18:44 main:581] : INFO : Epoch 1730 | loss: 0.0310635 | val_loss: 0.0311001 | Time: 2020.88 ms
[2022-04-27 01:18:46 main:581] : INFO : Epoch 1731 | loss: 0.0310694 | val_loss: 0.031089 | Time: 2009.86 ms
[2022-04-27 01:18:48 main:581] : INFO : Epoch 1732 | loss: 0.0310703 | val_loss: 0.0311164 | Time: 2020.77 ms
[2022-04-27 01:18:50 main:581] : INFO : Epoch 1733 | loss: 0.0310687 | val_loss: 0.0310966 | Time: 2069.04 ms
[2022-04-27 01:18:52 main:581] : INFO : Epoch 1734 | loss: 0.0310587 | val_loss: 0.0310923 | Time: 1984.45 ms
[2022-04-27 01:18:54 main:581] : INFO : Epoch 1735 | loss: 0.0310586 | val_loss: 0.0310887 | Time: 2058.35 ms
[2022-04-27 01:18:56 main:581] : INFO : Epoch 1736 | loss: 0.031069 | val_loss: 0.0310995 | Time: 2075.36 ms
[2022-04-27 01:18:58 main:581] : INFO : Epoch 1737 | loss: 0.0310832 | val_loss: 0.0310969 | Time: 2012.67 ms
[2022-04-27 01:19:00 main:581] : INFO : Epoch 1738 | loss: 0.0310783 | val_loss: 0.0310975 | Time: 2042.39 ms
[2022-04-27 01:19:02 main:581] : INFO : Epoch 1739 | loss: 0.0310771 | val_loss: 0.0310945 | Time: 2053.52 ms
[2022-04-27 01:19:05 main:581] : INFO : Epoch 1740 | loss: 0.0310716 | val_loss: 0.0310953 | Time: 2097.88 ms
[2022-04-27 01:19:07 main:581] : INFO : Epoch 1741 | loss: 0.0310706 | val_loss: 0.0310909 | Time: 2263.58 ms
[2022-04-27 01:19:09 main:581] : INFO : Epoch 1742 | loss: 0.0310738 | val_loss: 0.0310944 | Time: 2128.82 ms
[2022-04-27 01:19:11 main:581] : INFO : Epoch 1743 | loss: 0.0310636 | val_loss: 0.0310933 | Time: 2032.6 ms
[2022-04-27 01:19:13 main:581] : INFO : Epoch 1744 | loss: 0.0310619 | val_loss: 0.0310955 | Time: 2000.12 ms
[2022-04-27 01:19:15 main:581] : INFO : Epoch 1745 | loss: 0.0310596 | val_loss: 0.0310889 | Time: 2207.16 ms
[2022-04-27 01:19:17 main:581] : INFO : Epoch 1746 | loss: 0.031061 | val_loss: 0.0311054 | Time: 2101.43 ms
[2022-04-27 01:19:19 main:581] : INFO : Epoch 1747 | loss: 0.031064 | val_loss: 0.0310933 | Time: 2005.11 ms
[2022-04-27 01:19:21 main:581] : INFO : Epoch 1748 | loss: 0.0310597 | val_loss: 0.0310919 | Time: 2159.38 ms
[2022-04-27 01:19:24 main:581] : INFO : Epoch 1749 | loss: 0.0310551 | val_loss: 0.0310882 | Time: 2111.4 ms
[2022-04-27 01:19:26 main:581] : INFO : Epoch 1750 | loss: 0.0310561 | val_loss: 0.0310932 | Time: 2093.53 ms
[2022-04-27 01:19:28 main:581] : INFO : Epoch 1751 | loss: 0.0310543 | val_loss: 0.0310896 | Time: 1987.48 ms
[2022-04-27 01:19:30 main:581] : INFO : Epoch 1752 | loss: 0.0310524 | val_loss: 0.0310926 | Time: 1999.67 ms
[2022-04-27 01:19:32 main:581] : INFO : Epoch 1753 | loss: 0.0310621 | val_loss: 0.0311019 | Time: 2006.77 ms
[2022-04-27 01:19:34 main:581] : INFO : Epoch 1754 | loss: 0.0310752 | val_loss: 0.0310997 | Time: 1989.31 ms
[2022-04-27 01:19:36 main:581] : INFO : Epoch 1755 | loss: 0.0310697 | val_loss: 0.0310939 | Time: 2032.23 ms
[2022-04-27 01:19:38 main:581] : INFO : Epoch 1756 | loss: 0.0310644 | val_loss: 0.0310933 | Time: 1991.98 ms
[2022-04-27 01:19:40 main:581] : INFO : Epoch 1757 | loss: 0.0310611 | val_loss: 0.0310881 | Time: 1991.69 ms
[2022-04-27 01:19:42 main:581] : INFO : Epoch 1758 | loss: 0.0310594 | val_loss: 0.031092 | Time: 2017.34 ms
[2022-04-27 01:19:44 main:581] : INFO : Epoch 1759 | loss: 0.0310585 | val_loss: 0.0310818 | Time: 2015.74 ms
[2022-04-27 01:19:46 main:581] : INFO : Epoch 1760 | loss: 0.0310573 | val_loss: 0.0310925 | Time: 2041.1 ms
[2022-04-27 01:19:48 main:581] : INFO : Epoch 1761 | loss: 0.0310567 | val_loss: 0.0310975 | Time: 2026.03 ms
[2022-04-27 01:19:50 main:581] : INFO : Epoch 1762 | loss: 0.0310598 | val_loss: 0.0310889 | Time: 2105.88 ms
[2022-04-27 01:19:52 main:581] : INFO : Epoch 1763 | loss: 0.0310536 | val_loss: 0.0310807 | Time: 2068.78 ms
[2022-04-27 01:19:54 main:581] : INFO : Epoch 1764 | loss: 0.0310604 | val_loss: 0.0311066 | Time: 1986.87 ms
[2022-04-27 01:19:56 main:581] : INFO : Epoch 1765 | loss: 0.0310615 | val_loss: 0.0310944 | Time: 2027.83 ms
[2022-04-27 01:19:58 main:581] : INFO : Epoch 1766 | loss: 0.0310575 | val_loss: 0.0310884 | Time: 2097.69 ms
[2022-04-27 01:20:00 main:581] : INFO : Epoch 1767 | loss: 0.0310562 | val_loss: 0.0310941 | Time: 2044.18 ms
[2022-04-27 01:20:02 main:581] : INFO : Epoch 1768 | loss: 0.0310594 | val_loss: 0.0311039 | Time: 1981.95 ms
[2022-04-27 01:20:04 main:581] : INFO : Epoch 1769 | loss: 0.0310753 | val_loss: 0.0310944 | Time: 2005.29 ms
[2022-04-27 01:20:06 main:581] : INFO : Epoch 1770 | loss: 0.0310679 | val_loss: 0.0310921 | Time: 2074.5 ms
[2022-04-27 01:20:08 main:581] : INFO : Epoch 1771 | loss: 0.0310609 | val_loss: 0.0311031 | Time: 1979.33 ms
[2022-04-27 01:20:10 main:581] : INFO : Epoch 1772 | loss: 0.031087 | val_loss: 0.0311012 | Time: 2037.33 ms
[2022-04-27 01:20:12 main:581] : INFO : Epoch 1773 | loss: 0.0310837 | val_loss: 0.0310979 | Time: 2010.16 ms
[2022-04-27 01:20:14 main:581] : INFO : Epoch 1774 | loss: 0.0310775 | val_loss: 0.031092 | Time: 2034.81 ms
[2022-04-27 01:20:16 main:581] : INFO : Epoch 1775 | loss: 0.0310696 | val_loss: 0.0311008 | Time: 2082.56 ms
[2022-04-27 01:20:18 main:581] : INFO : Epoch 1776 | loss: 0.0310711 | val_loss: 0.0310956 | Time: 2064.99 ms
[2022-04-27 01:20:20 main:581] : INFO : Epoch 1777 | loss: 0.0310715 | val_loss: 0.0310922 | Time: 2110.14 ms
[2022-04-27 01:20:23 main:581] : INFO : Epoch 1778 | loss: 0.0310684 | val_loss: 0.0310904 | Time: 2098.71 ms
[2022-04-27 01:20:25 main:581] : INFO : Epoch 1779 | loss: 0.0310641 | val_loss: 0.0310914 | Time: 1999.16 ms
[2022-04-27 01:20:27 main:581] : INFO : Epoch 1780 | loss: 0.0310646 | val_loss: 0.0311028 | Time: 2128.29 ms
[2022-04-27 01:20:29 main:581] : INFO : Epoch 1781 | loss: 0.0310802 | val_loss: 0.0311016 | Time: 2006.15 ms
[2022-04-27 01:20:31 main:581] : INFO : Epoch 1782 | loss: 0.0310687 | val_loss: 0.0310905 | Time: 2172.85 ms
[2022-04-27 01:20:33 main:581] : INFO : Epoch 1783 | loss: 0.0310642 | val_loss: 0.0310911 | Time: 2278 ms
[2022-04-27 01:20:35 main:581] : INFO : Epoch 1784 | loss: 0.0310663 | val_loss: 0.0310926 | Time: 2277.68 ms
[2022-04-27 01:20:38 main:581] : INFO : Epoch 1785 | loss: 0.0310675 | val_loss: 0.0310896 | Time: 2080.95 ms
[2022-04-27 01:20:40 main:581] : INFO : Epoch 1786 | loss: 0.0310712 | val_loss: 0.0310928 | Time: 2004.54 ms
[2022-04-27 01:20:42 main:581] : INFO : Epoch 1787 | loss: 0.0310688 | val_loss: 0.031096 | Time: 2042.73 ms
[2022-04-27 01:20:44 main:581] : INFO : Epoch 1788 | loss: 0.0310656 | val_loss: 0.0310895 | Time: 2030.28 ms
[2022-04-27 01:20:46 main:581] : INFO : Epoch 1789 | loss: 0.0310652 | val_loss: 0.0310814 | Time: 2036.04 ms
[2022-04-27 01:20:48 main:581] : INFO : Epoch 1790 | loss: 0.0310607 | val_loss: 0.031092 | Time: 1993.15 ms
[2022-04-27 01:20:50 main:581] : INFO : Epoch 1791 | loss: 0.0310652 | val_loss: 0.0310973 | Time: 2015.94 ms
[2022-04-27 01:20:52 main:581] : INFO : Epoch 1792 | loss: 0.0310645 | val_loss: 0.0310812 | Time: 2023.27 ms
[2022-04-27 01:20:54 main:581] : INFO : Epoch 1793 | loss: 0.0310587 | val_loss: 0.0310837 | Time: 2001.41 ms
[2022-04-27 01:20:56 main:581] : INFO : Epoch 1794 | loss: 0.0310558 | val_loss: 0.0310853 | Time: 2010.38 ms
[2022-04-27 01:20:58 main:581] : INFO : Epoch 1795 | loss: 0.0310543 | val_loss: 0.0310827 | Time: 2005.29 ms
[2022-04-27 01:21:00 main:581] : INFO : Epoch 1796 | loss: 0.0310529 | val_loss: 0.0310836 | Time: 2002.51 ms
[2022-04-27 01:21:02 main:581] : INFO : Epoch 1797 | loss: 0.0310649 | val_loss: 0.0310857 | Time: 1995.96 ms
[2022-04-27 01:21:04 main:581] : INFO : Epoch 1798 | loss: 0.0310693 | val_loss: 0.0310967 | Time: 1991.44 ms
[2022-04-27 01:21:06 main:581] : INFO : Epoch 1799 | loss: 0.0310704 | val_loss: 0.031092 | Time: 2127 ms
[2022-04-27 01:21:08 main:581] : INFO : Epoch 1800 | loss: 0.0310684 | val_loss: 0.031096 | Time: 2090.73 ms
[2022-04-27 01:21:10 main:581] : INFO : Epoch 1801 | loss: 0.0310706 | val_loss: 0.0310904 | Time: 2172.79 ms
[2022-04-27 01:21:12 main:581] : INFO : Epoch 1802 | loss: 0.0310992 | val_loss: 0.0311358 | Time: 1982.59 ms
[2022-04-27 01:21:14 main:581] : INFO : Epoch 1803 | loss: 0.0311025 | val_loss: 0.0311071 | Time: 1983.03 ms
[2022-04-27 01:21:16 main:581] : INFO : Epoch 1804 | loss: 0.0310854 | val_loss: 0.0311001 | Time: 2096.34 ms
[2022-04-27 01:21:18 main:581] : INFO : Epoch 1805 | loss: 0.0310809 | val_loss: 0.0311027 | Time: 2034.85 ms
[2022-04-27 01:21:20 main:581] : INFO : Epoch 1806 | loss: 0.0310741 | val_loss: 0.0310919 | Time: 2011.14 ms
[2022-04-27 01:21:22 main:581] : INFO : Epoch 1807 | loss: 0.0310685 | val_loss: 0.0310909 | Time: 2256.37 ms
[2022-04-27 01:21:24 main:581] : INFO : Epoch 1808 | loss: 0.0310643 | val_loss: 0.0310858 | Time: 2000.59 ms
[2022-04-27 01:21:26 main:581] : INFO : Epoch 1809 | loss: 0.0310621 | val_loss: 0.031105 | Time: 2028.99 ms
[2022-04-27 01:21:28 main:581] : INFO : Epoch 1810 | loss: 0.0310898 | val_loss: 0.0310965 | Time: 1987.91 ms
[2022-04-27 01:21:31 main:581] : INFO : Epoch 1811 | loss: 0.0310741 | val_loss: 0.0310886 | Time: 2036.31 ms
[2022-04-27 01:21:32 main:581] : INFO : Epoch 1812 | loss: 0.0310742 | val_loss: 0.031098 | Time: 1991.98 ms
[2022-04-27 01:21:34 main:581] : INFO : Epoch 1813 | loss: 0.0310782 | val_loss: 0.0310879 | Time: 1984.71 ms
[2022-04-27 01:21:37 main:581] : INFO : Epoch 1814 | loss: 0.0310645 | val_loss: 0.0310896 | Time: 2024.95 ms
[2022-04-27 01:21:39 main:581] : INFO : Epoch 1815 | loss: 0.0310682 | val_loss: 0.0311035 | Time: 2016.37 ms
[2022-04-27 01:21:41 main:581] : INFO : Epoch 1816 | loss: 0.0310659 | val_loss: 0.031107 | Time: 2036.83 ms
[2022-04-27 01:21:43 main:581] : INFO : Epoch 1817 | loss: 0.0310631 | val_loss: 0.0310857 | Time: 2002.31 ms
[2022-04-27 01:21:45 main:581] : INFO : Epoch 1818 | loss: 0.0310585 | val_loss: 0.0310814 | Time: 2011 ms
[2022-04-27 01:21:47 main:581] : INFO : Epoch 1819 | loss: 0.031057 | val_loss: 0.0310866 | Time: 2046.9 ms
[2022-04-27 01:21:49 main:581] : INFO : Epoch 1820 | loss: 0.0310577 | val_loss: 0.0310763 | Time: 1995.61 ms
[2022-04-27 01:21:51 main:581] : INFO : Epoch 1821 | loss: 0.0310591 | val_loss: 0.0310903 | Time: 2104.16 ms
[2022-04-27 01:21:53 main:581] : INFO : Epoch 1822 | loss: 0.0310565 | val_loss: 0.0310847 | Time: 2214.31 ms
[2022-04-27 01:21:55 main:581] : INFO : Epoch 1823 | loss: 0.0310519 | val_loss: 0.0310783 | Time: 2346.24 ms
[2022-04-27 01:21:57 main:581] : INFO : Epoch 1824 | loss: 0.0310506 | val_loss: 0.0310791 | Time: 1993.09 ms
[2022-04-27 01:21:59 main:581] : INFO : Epoch 1825 | loss: 0.0310494 | val_loss: 0.0310848 | Time: 2028.21 ms
[2022-04-27 01:22:01 main:581] : INFO : Epoch 1826 | loss: 0.0310501 | val_loss: 0.0310781 | Time: 2091.67 ms
[2022-04-27 01:22:03 main:581] : INFO : Epoch 1827 | loss: 0.031054 | val_loss: 0.031085 | Time: 1987.53 ms
[2022-04-27 01:22:05 main:581] : INFO : Epoch 1828 | loss: 0.0310573 | val_loss: 0.0310835 | Time: 2037.56 ms
[2022-04-27 01:22:07 main:581] : INFO : Epoch 1829 | loss: 0.0310572 | val_loss: 0.0310818 | Time: 1996.65 ms
[2022-04-27 01:22:09 main:581] : INFO : Epoch 1830 | loss: 0.0310585 | val_loss: 0.0310796 | Time: 2009.25 ms
[2022-04-27 01:22:11 main:581] : INFO : Epoch 1831 | loss: 0.0310556 | val_loss: 0.0310824 | Time: 2013.26 ms
[2022-04-27 01:22:13 main:581] : INFO : Epoch 1832 | loss: 0.0310586 | val_loss: 0.0310935 | Time: 1985.18 ms
[2022-04-27 01:22:15 main:581] : INFO : Epoch 1833 | loss: 0.0310572 | val_loss: 0.0310814 | Time: 2049.69 ms
[2022-04-27 01:22:17 main:581] : INFO : Epoch 1834 | loss: 0.0310517 | val_loss: 0.0310826 | Time: 1982.99 ms
[2022-04-27 01:22:19 main:581] : INFO : Epoch 1835 | loss: 0.0310494 | val_loss: 0.0310871 | Time: 1988.47 ms
[2022-04-27 01:22:21 main:581] : INFO : Epoch 1836 | loss: 0.0310491 | val_loss: 0.0310844 | Time: 1998.2 ms
[2022-04-27 01:22:23 main:581] : INFO : Epoch 1837 | loss: 0.031052 | val_loss: 0.0310916 | Time: 2000.86 ms
[2022-04-27 01:22:25 main:581] : INFO : Epoch 1838 | loss: 0.0310548 | val_loss: 0.031079 | Time: 2006.66 ms
[2022-04-27 01:22:27 main:581] : INFO : Epoch 1839 | loss: 0.0310521 | val_loss: 0.0310833 | Time: 1982.83 ms
[2022-04-27 01:22:29 main:581] : INFO : Epoch 1840 | loss: 0.0310538 | val_loss: 0.0310844 | Time: 1993.66 ms
[2022-04-27 01:22:31 main:581] : INFO : Epoch 1841 | loss: 0.0310571 | val_loss: 0.0310901 | Time: 2009.92 ms
[2022-04-27 01:22:33 main:581] : INFO : Epoch 1842 | loss: 0.0310552 | val_loss: 0.0310908 | Time: 1990.81 ms
[2022-04-27 01:22:35 main:581] : INFO : Epoch 1843 | loss: 0.0310587 | val_loss: 0.0310823 | Time: 2032.71 ms
[2022-04-27 01:22:37 main:581] : INFO : Epoch 1844 | loss: 0.0310573 | val_loss: 0.0311013 | Time: 1989.89 ms
[2022-04-27 01:22:39 main:581] : INFO : Epoch 1845 | loss: 0.0310637 | val_loss: 0.0310953 | Time: 2001.5 ms
[2022-04-27 01:22:42 main:581] : INFO : Epoch 1846 | loss: 0.0310577 | val_loss: 0.0310823 | Time: 2157.39 ms
[2022-04-27 01:22:44 main:581] : INFO : Epoch 1847 | loss: 0.0310576 | val_loss: 0.0310883 | Time: 2000.97 ms
[2022-04-27 01:22:46 main:581] : INFO : Epoch 1848 | loss: 0.0310546 | val_loss: 0.0310779 | Time: 2014.88 ms
[2022-04-27 01:22:48 main:581] : INFO : Epoch 1849 | loss: 0.0310571 | val_loss: 0.0310732 | Time: 1998.04 ms
[2022-04-27 01:22:50 main:581] : INFO : Epoch 1850 | loss: 0.0310532 | val_loss: 0.0310939 | Time: 2009.28 ms
[2022-04-27 01:22:52 main:581] : INFO : Epoch 1851 | loss: 0.0310801 | val_loss: 0.0311015 | Time: 1996.26 ms
[2022-04-27 01:22:54 main:581] : INFO : Epoch 1852 | loss: 0.0310911 | val_loss: 0.0310998 | Time: 2011.07 ms
[2022-04-27 01:22:56 main:581] : INFO : Epoch 1853 | loss: 0.0310788 | val_loss: 0.0310983 | Time: 2098.08 ms
[2022-04-27 01:22:58 main:581] : INFO : Epoch 1854 | loss: 0.0310733 | val_loss: 0.0310934 | Time: 2010.75 ms
[2022-04-27 01:23:00 main:581] : INFO : Epoch 1855 | loss: 0.0310668 | val_loss: 0.031086 | Time: 2029.81 ms
[2022-04-27 01:23:02 main:581] : INFO : Epoch 1856 | loss: 0.0310621 | val_loss: 0.0310874 | Time: 2034.09 ms
[2022-04-27 01:23:04 main:581] : INFO : Epoch 1857 | loss: 0.0310561 | val_loss: 0.0310838 | Time: 1998.41 ms
[2022-04-27 01:23:06 main:581] : INFO : Epoch 1858 | loss: 0.0310565 | val_loss: 0.0310861 | Time: 2074.22 ms
[2022-04-27 01:23:08 main:581] : INFO : Epoch 1859 | loss: 0.0310602 | val_loss: 0.0310825 | Time: 1989.29 ms
[2022-04-27 01:23:10 main:581] : INFO : Epoch 1860 | loss: 0.0310668 | val_loss: 0.0310847 | Time: 2050.69 ms
[2022-04-27 01:23:12 main:581] : INFO : Epoch 1861 | loss: 0.0310656 | val_loss: 0.0310805 | Time: 2007.45 ms
[2022-04-27 01:23:14 main:581] : INFO : Epoch 1862 | loss: 0.0310594 | val_loss: 0.0310892 | Time: 2020.51 ms
[2022-04-27 01:23:16 main:581] : INFO : Epoch 1863 | loss: 0.0310611 | val_loss: 0.0310801 | Time: 2045.43 ms
[2022-04-27 01:23:18 main:581] : INFO : Epoch 1864 | loss: 0.031059 | val_loss: 0.0310899 | Time: 1991.95 ms
[2022-04-27 01:23:20 main:581] : INFO : Epoch 1865 | loss: 0.0310581 | val_loss: 0.0310792 | Time: 2053.96 ms
[2022-04-27 01:23:22 main:581] : INFO : Epoch 1866 | loss: 0.0310606 | val_loss: 0.0310848 | Time: 1997.38 ms
[2022-04-27 01:23:24 main:581] : INFO : Epoch 1867 | loss: 0.0310597 | val_loss: 0.0310821 | Time: 2067.66 ms
[2022-04-27 01:23:26 main:581] : INFO : Epoch 1868 | loss: 0.0310598 | val_loss: 0.0310807 | Time: 2042.84 ms
[2022-04-27 01:23:28 main:581] : INFO : Epoch 1869 | loss: 0.0310604 | val_loss: 0.0310777 | Time: 2021.07 ms
[2022-04-27 01:23:30 main:581] : INFO : Epoch 1870 | loss: 0.0310556 | val_loss: 0.0310768 | Time: 2039.09 ms
[2022-04-27 01:23:32 main:581] : INFO : Epoch 1871 | loss: 0.0310532 | val_loss: 0.031079 | Time: 2003.08 ms
[2022-04-27 01:23:34 main:581] : INFO : Epoch 1872 | loss: 0.0310512 | val_loss: 0.0310778 | Time: 2006.75 ms
[2022-04-27 01:23:36 main:581] : INFO : Epoch 1873 | loss: 0.0310532 | val_loss: 0.0310821 | Time: 2010.25 ms
[2022-04-27 01:23:38 main:581] : INFO : Epoch 1874 | loss: 0.0310521 | val_loss: 0.0310812 | Time: 2027.43 ms
[2022-04-27 01:23:40 main:581] : INFO : Epoch 1875 | loss: 0.0310539 | val_loss: 0.0310766 | Time: 2063.38 ms
[2022-04-27 01:23:42 main:581] : INFO : Epoch 1876 | loss: 0.0310539 | val_loss: 0.0310729 | Time: 2128.09 ms
[2022-04-27 01:23:45 main:581] : INFO : Epoch 1877 | loss: 0.0310519 | val_loss: 0.031074 | Time: 2039.05 ms
[2022-04-27 01:23:47 main:581] : INFO : Epoch 1878 | loss: 0.0310508 | val_loss: 0.0310691 | Time: 2021.82 ms
[2022-04-27 01:23:49 main:581] : INFO : Epoch 1879 | loss: 0.0310524 | val_loss: 0.0310734 | Time: 1989.38 ms
[2022-04-27 01:23:51 main:581] : INFO : Epoch 1880 | loss: 0.031051 | val_loss: 0.0310803 | Time: 2040.24 ms
[2022-04-27 01:23:53 main:581] : INFO : Epoch 1881 | loss: 0.031055 | val_loss: 0.0310833 | Time: 1993.89 ms
[2022-04-27 01:23:55 main:581] : INFO : Epoch 1882 | loss: 0.0310536 | val_loss: 0.0310843 | Time: 1993.38 ms
[2022-04-27 01:23:57 main:581] : INFO : Epoch 1883 | loss: 0.0310555 | val_loss: 0.0310775 | Time: 2047.68 ms
[2022-04-27 01:23:59 main:581] : INFO : Epoch 1884 | loss: 0.0310588 | val_loss: 0.0310847 | Time: 1988.46 ms
[2022-04-27 01:24:01 main:581] : INFO : Epoch 1885 | loss: 0.0310594 | val_loss: 0.0310747 | Time: 2023.73 ms
[2022-04-27 01:24:03 main:581] : INFO : Epoch 1886 | loss: 0.0310591 | val_loss: 0.0310843 | Time: 1987.17 ms
[2022-04-27 01:24:05 main:581] : INFO : Epoch 1887 | loss: 0.0310623 | val_loss: 0.0310795 | Time: 1987.04 ms
[2022-04-27 01:24:07 main:581] : INFO : Epoch 1888 | loss: 0.031059 | val_loss: 0.0310787 | Time: 2134.01 ms
[2022-04-27 01:24:09 main:581] : INFO : Epoch 1889 | loss: 0.0310548 | val_loss: 0.0310811 | Time: 2030.79 ms
[2022-04-27 01:24:11 main:581] : INFO : Epoch 1890 | loss: 0.0310552 | val_loss: 0.0310801 | Time: 2014.72 ms
[2022-04-27 01:24:13 main:581] : INFO : Epoch 1891 | loss: 0.0310522 | val_loss: 0.0310707 | Time: 2007.23 ms
[2022-04-27 01:24:15 main:581] : INFO : Epoch 1892 | loss: 0.0310483 | val_loss: 0.0310775 | Time: 2031 ms
[2022-04-27 01:24:17 main:581] : INFO : Epoch 1893 | loss: 0.0310512 | val_loss: 0.0310767 | Time: 1987.55 ms
[2022-04-27 01:24:19 main:581] : INFO : Epoch 1894 | loss: 0.0310502 | val_loss: 0.0310709 | Time: 1985.66 ms
[2022-04-27 01:24:21 main:581] : INFO : Epoch 1895 | loss: 0.0310495 | val_loss: 0.0310863 | Time: 2004.5 ms
[2022-04-27 01:24:23 main:581] : INFO : Epoch 1896 | loss: 0.03105 | val_loss: 0.0310754 | Time: 2054.14 ms
[2022-04-27 01:24:25 main:581] : INFO : Epoch 1897 | loss: 0.0310507 | val_loss: 0.0310786 | Time: 2000.89 ms
[2022-04-27 01:24:27 main:581] : INFO : Epoch 1898 | loss: 0.0310606 | val_loss: 0.031084 | Time: 1994.29 ms
[2022-04-27 01:24:29 main:581] : INFO : Epoch 1899 | loss: 0.0310555 | val_loss: 0.0310776 | Time: 1989.88 ms
[2022-04-27 01:24:31 main:581] : INFO : Epoch 1900 | loss: 0.0310532 | val_loss: 0.0310877 | Time: 2020.11 ms
[2022-04-27 01:24:33 main:581] : INFO : Epoch 1901 | loss: 0.0310526 | val_loss: 0.0310809 | Time: 1992.19 ms
[2022-04-27 01:24:35 main:581] : INFO : Epoch 1902 | loss: 0.031053 | val_loss: 0.0310897 | Time: 2015.86 ms
[2022-04-27 01:24:37 main:581] : INFO : Epoch 1903 | loss: 0.0310682 | val_loss: 0.0310931 | Time: 1985.82 ms
[2022-04-27 01:24:39 main:581] : INFO : Epoch 1904 | loss: 0.0310664 | val_loss: 0.0310978 | Time: 2089.1 ms
[2022-04-27 01:24:41 main:581] : INFO : Epoch 1905 | loss: 0.0310598 | val_loss: 0.0310847 | Time: 2032.49 ms
[2022-04-27 01:24:43 main:581] : INFO : Epoch 1906 | loss: 0.0310682 | val_loss: 0.0310791 | Time: 1992.33 ms
[2022-04-27 01:24:45 main:581] : INFO : Epoch 1907 | loss: 0.0310634 | val_loss: 0.0310787 | Time: 2024.49 ms
[2022-04-27 01:24:47 main:581] : INFO : Epoch 1908 | loss: 0.031064 | val_loss: 0.0310805 | Time: 2078.16 ms
[2022-04-27 01:24:49 main:581] : INFO : Epoch 1909 | loss: 0.0310658 | val_loss: 0.031088 | Time: 1996.82 ms
[2022-04-27 01:24:51 main:581] : INFO : Epoch 1910 | loss: 0.0310654 | val_loss: 0.0310782 | Time: 2085.65 ms
[2022-04-27 01:24:53 main:581] : INFO : Epoch 1911 | loss: 0.0310648 | val_loss: 0.0310786 | Time: 1996.62 ms
[2022-04-27 01:24:55 main:581] : INFO : Epoch 1912 | loss: 0.0310605 | val_loss: 0.031075 | Time: 2006.6 ms
[2022-04-27 01:24:57 main:581] : INFO : Epoch 1913 | loss: 0.0310563 | val_loss: 0.0310723 | Time: 1979.38 ms
[2022-04-27 01:24:59 main:581] : INFO : Epoch 1914 | loss: 0.0310527 | val_loss: 0.0310732 | Time: 2096.19 ms
[2022-04-27 01:25:01 main:581] : INFO : Epoch 1915 | loss: 0.0310553 | val_loss: 0.0310744 | Time: 2220.28 ms
[2022-04-27 01:25:03 main:581] : INFO : Epoch 1916 | loss: 0.0310497 | val_loss: 0.031072 | Time: 1997.15 ms
[2022-04-27 01:25:05 main:581] : INFO : Epoch 1917 | loss: 0.0310479 | val_loss: 0.0310761 | Time: 2069.26 ms
[2022-04-27 01:25:08 main:581] : INFO : Epoch 1918 | loss: 0.031053 | val_loss: 0.0310936 | Time: 2110.61 ms
[2022-04-27 01:25:10 main:581] : INFO : Epoch 1919 | loss: 0.0310811 | val_loss: 0.0311129 | Time: 2094.41 ms
[2022-04-27 01:25:12 main:581] : INFO : Epoch 1920 | loss: 0.0310667 | val_loss: 0.0310866 | Time: 2058.65 ms
[2022-04-27 01:25:14 main:581] : INFO : Epoch 1921 | loss: 0.0310536 | val_loss: 0.0310867 | Time: 1990.64 ms
[2022-04-27 01:25:16 main:581] : INFO : Epoch 1922 | loss: 0.0310493 | val_loss: 0.0310768 | Time: 2019.57 ms
[2022-04-27 01:25:18 main:581] : INFO : Epoch 1923 | loss: 0.0310492 | val_loss: 0.0310807 | Time: 2068.59 ms
[2022-04-27 01:25:20 main:581] : INFO : Epoch 1924 | loss: 0.0310465 | val_loss: 0.0310818 | Time: 2016.03 ms
[2022-04-27 01:25:22 main:581] : INFO : Epoch 1925 | loss: 0.031048 | val_loss: 0.0310745 | Time: 2061.57 ms
[2022-04-27 01:25:24 main:581] : INFO : Epoch 1926 | loss: 0.0310477 | val_loss: 0.031079 | Time: 2038.73 ms
[2022-04-27 01:25:26 main:581] : INFO : Epoch 1927 | loss: 0.0310462 | val_loss: 0.0310748 | Time: 2081.83 ms
[2022-04-27 01:25:28 main:581] : INFO : Epoch 1928 | loss: 0.0310456 | val_loss: 0.0310781 | Time: 1990.99 ms
[2022-04-27 01:25:30 main:581] : INFO : Epoch 1929 | loss: 0.0310471 | val_loss: 0.0310762 | Time: 2037.1 ms
[2022-04-27 01:25:32 main:581] : INFO : Epoch 1930 | loss: 0.03105 | val_loss: 0.0310822 | Time: 2000.51 ms
[2022-04-27 01:25:34 main:581] : INFO : Epoch 1931 | loss: 0.0311293 | val_loss: 0.0311454 | Time: 2330.17 ms
[2022-04-27 01:25:36 main:581] : INFO : Epoch 1932 | loss: 0.0311392 | val_loss: 0.0311314 | Time: 2075.8 ms
[2022-04-27 01:25:39 main:581] : INFO : Epoch 1933 | loss: 0.0311298 | val_loss: 0.0311255 | Time: 2100.44 ms
[2022-04-27 01:25:41 main:581] : INFO : Epoch 1934 | loss: 0.0311243 | val_loss: 0.0311203 | Time: 2151.36 ms
[2022-04-27 01:25:43 main:581] : INFO : Epoch 1935 | loss: 0.0311166 | val_loss: 0.0311098 | Time: 2048.85 ms
[2022-04-27 01:25:45 main:581] : INFO : Epoch 1936 | loss: 0.0311076 | val_loss: 0.0311101 | Time: 2125.94 ms
[2022-04-27 01:25:47 main:581] : INFO : Epoch 1937 | loss: 0.0311031 | val_loss: 0.0310993 | Time: 1998.32 ms
[2022-04-27 01:25:49 main:581] : INFO : Epoch 1938 | loss: 0.0310976 | val_loss: 0.0311063 | Time: 2012.2 ms
[2022-04-27 01:25:51 main:581] : INFO : Epoch 1939 | loss: 0.031097 | val_loss: 0.0310955 | Time: 2037.57 ms
[2022-04-27 01:25:53 main:581] : INFO : Epoch 1940 | loss: 0.0310908 | val_loss: 0.0310936 | Time: 2083.77 ms
[2022-04-27 01:25:55 main:581] : INFO : Epoch 1941 | loss: 0.0310881 | val_loss: 0.0310942 | Time: 2007.57 ms
[2022-04-27 01:25:57 main:581] : INFO : Epoch 1942 | loss: 0.0310869 | val_loss: 0.0310901 | Time: 2189.73 ms
[2022-04-27 01:25:59 main:581] : INFO : Epoch 1943 | loss: 0.0310849 | val_loss: 0.0310905 | Time: 2116.8 ms
[2022-04-27 01:26:02 main:581] : INFO : Epoch 1944 | loss: 0.0310893 | val_loss: 0.0310939 | Time: 2294.32 ms
[2022-04-27 01:26:04 main:581] : INFO : Epoch 1945 | loss: 0.0310863 | val_loss: 0.031087 | Time: 2094.04 ms
[2022-04-27 01:26:06 main:581] : INFO : Epoch 1946 | loss: 0.0310811 | val_loss: 0.0310835 | Time: 2050.54 ms
[2022-04-27 01:26:08 main:581] : INFO : Epoch 1947 | loss: 0.0310807 | val_loss: 0.0310861 | Time: 2160.66 ms
[2022-04-27 01:26:10 main:581] : INFO : Epoch 1948 | loss: 0.0310743 | val_loss: 0.0310806 | Time: 2101 ms
[2022-04-27 01:26:12 main:581] : INFO : Epoch 1949 | loss: 0.0310704 | val_loss: 0.0310871 | Time: 1987.6 ms
[2022-04-27 01:26:14 main:581] : INFO : Epoch 1950 | loss: 0.0310681 | val_loss: 0.031083 | Time: 2169.17 ms
[2022-04-27 01:26:16 main:581] : INFO : Epoch 1951 | loss: 0.0310698 | val_loss: 0.0310865 | Time: 2111.1 ms
[2022-04-27 01:26:19 main:581] : INFO : Epoch 1952 | loss: 0.0310809 | val_loss: 0.0310821 | Time: 2222.19 ms
[2022-04-27 01:26:21 main:581] : INFO : Epoch 1953 | loss: 0.0310751 | val_loss: 0.0310832 | Time: 2051.33 ms
[2022-04-27 01:26:23 main:581] : INFO : Epoch 1954 | loss: 0.0310695 | val_loss: 0.0310793 | Time: 1992.07 ms
[2022-04-27 01:26:25 main:581] : INFO : Epoch 1955 | loss: 0.0310738 | val_loss: 0.0310997 | Time: 2025.92 ms
[2022-04-27 01:26:27 main:581] : INFO : Epoch 1956 | loss: 0.0310804 | val_loss: 0.0310869 | Time: 2006.43 ms
[2022-04-27 01:26:29 main:581] : INFO : Epoch 1957 | loss: 0.0310778 | val_loss: 0.0310977 | Time: 2261.15 ms
[2022-04-27 01:26:31 main:581] : INFO : Epoch 1958 | loss: 0.0310839 | val_loss: 0.0311152 | Time: 2169.71 ms
[2022-04-27 01:26:33 main:581] : INFO : Epoch 1959 | loss: 0.0311079 | val_loss: 0.0311171 | Time: 2010.46 ms
[2022-04-27 01:26:35 main:581] : INFO : Epoch 1960 | loss: 0.0311093 | val_loss: 0.0311095 | Time: 2065.82 ms
[2022-04-27 01:26:37 main:581] : INFO : Epoch 1961 | loss: 0.0310988 | val_loss: 0.0311005 | Time: 2083.3 ms
[2022-04-27 01:26:39 main:581] : INFO : Epoch 1962 | loss: 0.03109 | val_loss: 0.0310909 | Time: 2113.13 ms
[2022-04-27 01:26:41 main:581] : INFO : Epoch 1963 | loss: 0.0310866 | val_loss: 0.0310881 | Time: 2090.88 ms
[2022-04-27 01:26:43 main:581] : INFO : Epoch 1964 | loss: 0.0310785 | val_loss: 0.0310889 | Time: 1991.98 ms
[2022-04-27 01:26:46 main:581] : INFO : Epoch 1965 | loss: 0.0310745 | val_loss: 0.0310874 | Time: 2201.22 ms
[2022-04-27 01:26:48 main:581] : INFO : Epoch 1966 | loss: 0.0310742 | val_loss: 0.0310794 | Time: 2070.95 ms
[2022-04-27 01:26:50 main:581] : INFO : Epoch 1967 | loss: 0.031069 | val_loss: 0.0310843 | Time: 2098.7 ms
[2022-04-27 01:26:52 main:581] : INFO : Epoch 1968 | loss: 0.0310661 | val_loss: 0.031087 | Time: 2036.78 ms
[2022-04-27 01:26:54 main:581] : INFO : Epoch 1969 | loss: 0.031069 | val_loss: 0.0310867 | Time: 2029.25 ms
[2022-04-27 01:26:56 main:581] : INFO : Epoch 1970 | loss: 0.0310681 | val_loss: 0.0310905 | Time: 1998.9 ms
[2022-04-27 01:26:58 main:581] : INFO : Epoch 1971 | loss: 0.0310677 | val_loss: 0.0311169 | Time: 1991.5 ms
[2022-04-27 01:27:00 main:581] : INFO : Epoch 1972 | loss: 0.0311059 | val_loss: 0.0310935 | Time: 2033.79 ms
[2022-04-27 01:27:02 main:581] : INFO : Epoch 1973 | loss: 0.0310893 | val_loss: 0.0310935 | Time: 1990.69 ms
[2022-04-27 01:27:04 main:581] : INFO : Epoch 1974 | loss: 0.031084 | val_loss: 0.031093 | Time: 2039.84 ms
[2022-04-27 01:27:06 main:581] : INFO : Epoch 1975 | loss: 0.0310776 | val_loss: 0.031098 | Time: 2173.68 ms
[2022-04-27 01:27:08 main:581] : INFO : Epoch 1976 | loss: 0.0310752 | val_loss: 0.0310908 | Time: 2025.78 ms
[2022-04-27 01:27:10 main:581] : INFO : Epoch 1977 | loss: 0.0310748 | val_loss: 0.0310882 | Time: 2020.32 ms
[2022-04-27 01:27:12 main:581] : INFO : Epoch 1978 | loss: 0.0310731 | val_loss: 0.0310915 | Time: 1986.05 ms
[2022-04-27 01:27:14 main:581] : INFO : Epoch 1979 | loss: 0.0310691 | val_loss: 0.0310902 | Time: 2069.52 ms
[2022-04-27 01:27:16 main:581] : INFO : Epoch 1980 | loss: 0.0310679 | val_loss: 0.031094 | Time: 2000.78 ms
[2022-04-27 01:27:18 main:581] : INFO : Epoch 1981 | loss: 0.0310657 | val_loss: 0.0310846 | Time: 1983.13 ms
[2022-04-27 01:27:20 main:581] : INFO : Epoch 1982 | loss: 0.0310616 | val_loss: 0.0310815 | Time: 2141.77 ms
[2022-04-27 01:27:22 main:581] : INFO : Epoch 1983 | loss: 0.0310613 | val_loss: 0.0310844 | Time: 2082.57 ms
[2022-04-27 01:27:24 main:581] : INFO : Epoch 1984 | loss: 0.0310596 | val_loss: 0.0310865 | Time: 2100.12 ms
[2022-04-27 01:27:27 main:581] : INFO : Epoch 1985 | loss: 0.0310595 | val_loss: 0.0310818 | Time: 2024.96 ms
[2022-04-27 01:27:28 main:581] : INFO : Epoch 1986 | loss: 0.0310589 | val_loss: 0.0310871 | Time: 1986.18 ms
[2022-04-27 01:27:31 main:581] : INFO : Epoch 1987 | loss: 0.0310615 | val_loss: 0.0310806 | Time: 2058.68 ms
[2022-04-27 01:27:33 main:581] : INFO : Epoch 1988 | loss: 0.0310582 | val_loss: 0.0310815 | Time: 1992.26 ms
[2022-04-27 01:27:35 main:581] : INFO : Epoch 1989 | loss: 0.031054 | val_loss: 0.0310777 | Time: 2019.62 ms
[2022-04-27 01:27:37 main:581] : INFO : Epoch 1990 | loss: 0.0310525 | val_loss: 0.0310864 | Time: 2015.86 ms
[2022-04-27 01:27:39 main:581] : INFO : Epoch 1991 | loss: 0.0310581 | val_loss: 0.0310763 | Time: 1987.94 ms
[2022-04-27 01:27:41 main:581] : INFO : Epoch 1992 | loss: 0.0310556 | val_loss: 0.031086 | Time: 2046.45 ms
[2022-04-27 01:27:43 main:581] : INFO : Epoch 1993 | loss: 0.0310599 | val_loss: 0.0310847 | Time: 2075.17 ms
[2022-04-27 01:27:45 main:581] : INFO : Epoch 1994 | loss: 0.0310553 | val_loss: 0.0310881 | Time: 2047.78 ms
[2022-04-27 01:27:47 main:581] : INFO : Epoch 1995 | loss: 0.0310547 | val_loss: 0.0310869 | Time: 1993.99 ms
[2022-04-27 01:27:49 main:581] : INFO : Epoch 1996 | loss: 0.0310623 | val_loss: 0.0310924 | Time: 1990.51 ms
[2022-04-27 01:27:51 main:581] : INFO : Epoch 1997 | loss: 0.0310625 | val_loss: 0.0310791 | Time: 2051.24 ms
[2022-04-27 01:27:53 main:581] : INFO : Epoch 1998 | loss: 0.0310573 | val_loss: 0.0310793 | Time: 2025.21 ms
[2022-04-27 01:27:55 main:581] : INFO : Epoch 1999 | loss: 0.0310533 | val_loss: 0.0310936 | Time: 2084.33 ms
[2022-04-27 01:27:57 main:581] : INFO : Epoch 2000 | loss: 0.0310922 | val_loss: 0.0311039 | Time: 2047.87 ms
[2022-04-27 01:27:59 main:581] : INFO : Epoch 2001 | loss: 0.031091 | val_loss: 0.0310924 | Time: 2037.64 ms
[2022-04-27 01:28:01 main:581] : INFO : Epoch 2002 | loss: 0.0310832 | val_loss: 0.0310944 | Time: 2033.24 ms
[2022-04-27 01:28:03 main:581] : INFO : Epoch 2003 | loss: 0.031078 | val_loss: 0.0310914 | Time: 2003.59 ms
[2022-04-27 01:28:05 main:581] : INFO : Epoch 2004 | loss: 0.0310709 | val_loss: 0.0310857 | Time: 2047.19 ms
[2022-04-27 01:28:07 main:581] : INFO : Epoch 2005 | loss: 0.0310629 | val_loss: 0.0310873 | Time: 1999.4 ms
[2022-04-27 01:28:09 main:581] : INFO : Epoch 2006 | loss: 0.0310873 | val_loss: 0.0311118 | Time: 1997.47 ms
[2022-04-27 01:28:11 main:581] : INFO : Epoch 2007 | loss: 0.0310896 | val_loss: 0.0310942 | Time: 2043.24 ms
[2022-04-27 01:28:13 main:581] : INFO : Epoch 2008 | loss: 0.0310751 | val_loss: 0.0310907 | Time: 1992.07 ms
[2022-04-27 01:28:15 main:581] : INFO : Epoch 2009 | loss: 0.0310623 | val_loss: 0.0310826 | Time: 2019.05 ms
[2022-04-27 01:28:17 main:581] : INFO : Epoch 2010 | loss: 0.0310655 | val_loss: 0.0310852 | Time: 1995.38 ms
[2022-04-27 01:28:19 main:581] : INFO : Epoch 2011 | loss: 0.0310668 | val_loss: 0.0310876 | Time: 1995.88 ms
[2022-04-27 01:28:21 main:581] : INFO : Epoch 2012 | loss: 0.031063 | val_loss: 0.0310819 | Time: 2003.46 ms
[2022-04-27 01:28:23 main:581] : INFO : Epoch 2013 | loss: 0.0310575 | val_loss: 0.0310814 | Time: 1991.95 ms
[2022-04-27 01:28:25 main:581] : INFO : Epoch 2014 | loss: 0.0310576 | val_loss: 0.0310868 | Time: 2057.08 ms
[2022-04-27 01:28:27 main:581] : INFO : Epoch 2015 | loss: 0.0310583 | val_loss: 0.03108 | Time: 2012.3 ms
[2022-04-27 01:28:29 main:581] : INFO : Epoch 2016 | loss: 0.0310611 | val_loss: 0.0310832 | Time: 2021.16 ms
[2022-04-27 01:28:31 main:581] : INFO : Epoch 2017 | loss: 0.0310634 | val_loss: 0.0310945 | Time: 2029.8 ms
[2022-04-27 01:28:33 main:581] : INFO : Epoch 2018 | loss: 0.0310596 | val_loss: 0.0310931 | Time: 1984.54 ms
[2022-04-27 01:28:35 main:581] : INFO : Epoch 2019 | loss: 0.0310635 | val_loss: 0.0310842 | Time: 2030.06 ms
[2022-04-27 01:28:37 main:581] : INFO : Epoch 2020 | loss: 0.03106 | val_loss: 0.0310777 | Time: 1989.36 ms
[2022-04-27 01:28:39 main:581] : INFO : Epoch 2021 | loss: 0.0310578 | val_loss: 0.0310802 | Time: 2000.58 ms
[2022-04-27 01:28:41 main:581] : INFO : Epoch 2022 | loss: 0.0310547 | val_loss: 0.0310821 | Time: 2007.43 ms
[2022-04-27 01:28:43 main:581] : INFO : Epoch 2023 | loss: 0.0310556 | val_loss: 0.0310796 | Time: 1994.68 ms
[2022-04-27 01:28:45 main:581] : INFO : Epoch 2024 | loss: 0.0310561 | val_loss: 0.0310754 | Time: 2014.65 ms
[2022-04-27 01:28:47 main:581] : INFO : Epoch 2025 | loss: 0.0310576 | val_loss: 0.0310881 | Time: 2007.77 ms
[2022-04-27 01:28:49 main:581] : INFO : Epoch 2026 | loss: 0.0310611 | val_loss: 0.0310818 | Time: 2032.81 ms
[2022-04-27 01:28:51 main:581] : INFO : Epoch 2027 | loss: 0.0310524 | val_loss: 0.0310766 | Time: 2054.85 ms
[2022-04-27 01:28:53 main:581] : INFO : Epoch 2028 | loss: 0.0310494 | val_loss: 0.0310797 | Time: 2006.66 ms
[2022-04-27 01:28:55 main:581] : INFO : Epoch 2029 | loss: 0.0310515 | val_loss: 0.0310809 | Time: 2043.63 ms
[2022-04-27 01:28:57 main:581] : INFO : Epoch 2030 | loss: 0.031051 | val_loss: 0.031077 | Time: 2007.96 ms
[2022-04-27 01:28:59 main:581] : INFO : Epoch 2031 | loss: 0.0310492 | val_loss: 0.0310752 | Time: 2016.77 ms
[2022-04-27 01:29:02 main:581] : INFO : Epoch 2032 | loss: 0.0310475 | val_loss: 0.031079 | Time: 2094.77 ms
[2022-04-27 01:29:04 main:581] : INFO : Epoch 2033 | loss: 0.0310478 | val_loss: 0.0310834 | Time: 2091.63 ms
[2022-04-27 01:29:06 main:581] : INFO : Epoch 2034 | loss: 0.0310578 | val_loss: 0.0310867 | Time: 2008.26 ms
[2022-04-27 01:29:08 main:581] : INFO : Epoch 2035 | loss: 0.0310536 | val_loss: 0.0310763 | Time: 2003.95 ms
[2022-04-27 01:29:10 main:581] : INFO : Epoch 2036 | loss: 0.0310487 | val_loss: 0.0310785 | Time: 2101.24 ms
[2022-04-27 01:29:12 main:581] : INFO : Epoch 2037 | loss: 0.0310472 | val_loss: 0.0310733 | Time: 2032.43 ms
[2022-04-27 01:29:14 main:581] : INFO : Epoch 2038 | loss: 0.031047 | val_loss: 0.0310763 | Time: 2090.88 ms
[2022-04-27 01:29:16 main:581] : INFO : Epoch 2039 | loss: 0.0310468 | val_loss: 0.0310834 | Time: 2030 ms
[2022-04-27 01:29:18 main:581] : INFO : Epoch 2040 | loss: 0.0310505 | val_loss: 0.0310844 | Time: 2005.28 ms
[2022-04-27 01:29:20 main:581] : INFO : Epoch 2041 | loss: 0.0310693 | val_loss: 0.0310934 | Time: 2062.26 ms
[2022-04-27 01:29:22 main:581] : INFO : Epoch 2042 | loss: 0.031072 | val_loss: 0.0310837 | Time: 2010.68 ms
[2022-04-27 01:29:24 main:581] : INFO : Epoch 2043 | loss: 0.0310631 | val_loss: 0.0310819 | Time: 2001.82 ms
[2022-04-27 01:29:26 main:581] : INFO : Epoch 2044 | loss: 0.0310577 | val_loss: 0.0310789 | Time: 2023.14 ms
[2022-04-27 01:29:28 main:581] : INFO : Epoch 2045 | loss: 0.0310824 | val_loss: 0.0311063 | Time: 1999.9 ms
[2022-04-27 01:29:30 main:581] : INFO : Epoch 2046 | loss: 0.0311021 | val_loss: 0.0311123 | Time: 2039.41 ms
[2022-04-27 01:29:32 main:581] : INFO : Epoch 2047 | loss: 0.0311035 | val_loss: 0.0311165 | Time: 2023.03 ms
[2022-04-27 01:29:34 main:581] : INFO : Epoch 2048 | loss: 0.0310985 | val_loss: 0.0311071 | Time: 1983.11 ms
[2022-04-27 01:29:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311071
[2022-04-27 01:29:34 main:610] : INFO : Saving end state to config to file
[2022-04-27 01:29:34 main:615] : INFO : Success, exiting..
01:29:34 (105937): 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)