Task 5163669
| Name | ParityModified-1619233149-10688-3_0 |
| Workunit | 3102173 |
| Created | 7 May 2021, 17:42:49 UTC |
| Sent | 17 May 2021, 15:57:41 UTC |
| Report deadline | 24 May 2021, 15:57:41 UTC |
| Received | 18 May 2021, 7:07:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 56 sec |
| CPU time | 1 hours 8 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311956 | val_loss: 0.0312043 | Time: 2000.08 ms [2021-05-18 14:40:38 main:574] : INFO : Epoch 1543 | loss: 0.031195 | val_loss: 0.0312055 | Time: 2012.65 ms [2021-05-18 14:40:40 main:574] : INFO : Epoch 1544 | loss: 0.0311961 | val_loss: 0.0312045 | Time: 2012.85 ms [2021-05-18 14:40:42 main:574] : INFO : Epoch 1545 | loss: 0.0311954 | val_loss: 0.0312042 | Time: 2015.21 ms [2021-05-18 14:40:44 main:574] : INFO : Epoch 1546 | loss: 0.0311959 | val_loss: 0.0312051 | Time: 2004.62 ms [2021-05-18 14:40:46 main:574] : INFO : Epoch 1547 | loss: 0.031196 | val_loss: 0.0312038 | Time: 2000.51 ms [2021-05-18 14:40:48 main:574] : INFO : Epoch 1548 | loss: 0.0311952 | val_loss: 0.031204 | Time: 2015.79 ms [2021-05-18 14:40:50 main:574] : INFO : Epoch 1549 | loss: 0.0311945 | val_loss: 0.031204 | Time: 2014.62 ms [2021-05-18 14:40:52 main:574] : INFO : Epoch 1550 | loss: 0.0311952 | val_loss: 0.0312042 | Time: 2006.99 ms [2021-05-18 14:40:54 main:574] : INFO : Epoch 1551 | loss: 0.0311945 | val_loss: 0.0312033 | Time: 2000.89 ms [2021-05-18 14:40:56 main:574] : INFO : Epoch 1552 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 1995.49 ms [2021-05-18 14:40:59 main:574] : INFO : Epoch 1553 | loss: 0.0311956 | val_loss: 0.0312038 | Time: 2025.79 ms [2021-05-18 14:41:01 main:574] : INFO : Epoch 1554 | loss: 0.0311953 | val_loss: 0.0312034 | Time: 2006.35 ms [2021-05-18 14:41:03 main:574] : INFO : Epoch 1555 | loss: 0.0311961 | val_loss: 0.0312033 | Time: 2014.86 ms [2021-05-18 14:41:05 main:574] : INFO : Epoch 1556 | loss: 0.0311958 | val_loss: 0.0312037 | Time: 2024.69 ms [2021-05-18 14:41:07 main:574] : INFO : Epoch 1557 | loss: 0.0311971 | val_loss: 0.0312019 | Time: 2005.03 ms [2021-05-18 14:41:09 main:574] : INFO : Epoch 1558 | loss: 0.0311973 | val_loss: 0.0312034 | Time: 2022.1 ms [2021-05-18 14:41:11 main:574] : INFO : Epoch 1559 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2011.96 ms [2021-05-18 14:41:13 main:574] : INFO : Epoch 1560 | loss: 0.0311969 | val_loss: 0.0312036 | Time: 2011.53 ms [2021-05-18 14:41:15 main:574] : INFO : Epoch 1561 | loss: 0.0311971 | val_loss: 0.031203 | Time: 2024.56 ms [2021-05-18 14:41:17 main:574] : INFO : Epoch 1562 | loss: 0.0311967 | val_loss: 0.0312026 | Time: 2001.52 ms [2021-05-18 14:41:20 main:574] : INFO : Epoch 1563 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2014.78 ms [2021-05-18 14:41:22 main:574] : INFO : Epoch 1564 | loss: 0.0311961 | val_loss: 0.0312012 | Time: 2005.6 ms [2021-05-18 14:41:24 main:574] : INFO : Epoch 1565 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 2021.23 ms [2021-05-18 14:41:26 main:574] : INFO : Epoch 1566 | loss: 0.031195 | val_loss: 0.0311987 | Time: 2004.1 ms [2021-05-18 14:41:28 main:574] : INFO : Epoch 1567 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 2021.65 ms [2021-05-18 14:41:30 main:574] : INFO : Epoch 1568 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 1992.47 ms [2021-05-18 14:41:32 main:574] : INFO : Epoch 1569 | loss: 0.0311943 | val_loss: 0.0311983 | Time: 2021.35 ms [2021-05-18 14:41:34 main:574] : INFO : Epoch 1570 | loss: 0.0311941 | val_loss: 0.0312008 | Time: 2001.81 ms [2021-05-18 14:41:36 main:574] : INFO : Epoch 1571 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 1993.79 ms [2021-05-18 14:41:38 main:574] : INFO : Epoch 1572 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 1985.03 ms [2021-05-18 14:41:40 main:574] : INFO : Epoch 1573 | loss: 0.0311935 | val_loss: 0.0312005 | Time: 2016.89 ms [2021-05-18 14:41:42 main:574] : INFO : Epoch 1574 | loss: 0.0311941 | val_loss: 0.0312012 | Time: 2007.42 ms [2021-05-18 14:41:44 main:574] : INFO : Epoch 1575 | loss: 0.0311939 | val_loss: 0.0312002 | Time: 2020.53 ms [2021-05-18 14:41:47 main:574] : INFO : Epoch 1576 | loss: 0.0311942 | val_loss: 0.031199 | Time: 2018.33 ms [2021-05-18 14:41:49 main:574] : INFO : Epoch 1577 | loss: 0.0311955 | val_loss: 0.0311999 | Time: 2022.6 ms [2021-05-18 14:41:51 main:574] : INFO : Epoch 1578 | loss: 0.0311949 | val_loss: 0.0311999 | Time: 2001.95 ms [2021-05-18 14:41:53 main:574] : INFO : Epoch 1579 | loss: 0.0311945 | val_loss: 0.0312011 | Time: 2017.86 ms [2021-05-18 14:41:55 main:574] : INFO : Epoch 1580 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 1996.63 ms [2021-05-18 14:41:57 main:574] : INFO : Epoch 1581 | loss: 0.031196 | val_loss: 0.0312004 | Time: 2000.86 ms [2021-05-18 14:41:59 main:574] : INFO : Epoch 1582 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 2006.56 ms [2021-05-18 14:42:01 main:574] : INFO : Epoch 1583 | loss: 0.0311948 | val_loss: 0.031198 | Time: 2004 ms [2021-05-18 14:42:03 main:574] : INFO : Epoch 1584 | loss: 0.0311945 | val_loss: 0.0311981 | Time: 2028.33 ms [2021-05-18 14:42:05 main:574] : INFO : Epoch 1585 | loss: 0.0311946 | val_loss: 0.0311981 | Time: 2007.98 ms [2021-05-18 14:42:07 main:574] : INFO : Epoch 1586 | loss: 0.0311947 | val_loss: 0.0311987 | Time: 2010.75 ms [2021-05-18 14:42:09 main:574] : INFO : Epoch 1587 | loss: 0.0311942 | val_loss: 0.0312002 | Time: 2003.41 ms [2021-05-18 14:42:12 main:574] : INFO : Epoch 1588 | loss: 0.0311941 | val_loss: 0.0311975 | Time: 2009.78 ms [2021-05-18 14:42:14 main:574] : INFO : Epoch 1589 | loss: 0.0311933 | val_loss: 0.0311984 | Time: 1987.83 ms [2021-05-18 14:42:16 main:574] : INFO : Epoch 1590 | loss: 0.0311938 | val_loss: 0.0312004 | Time: 1998.27 ms [2021-05-18 14:42:18 main:574] : INFO : Epoch 1591 | loss: 0.0311943 | val_loss: 0.031198 | Time: 2005.62 ms [2021-05-18 14:42:20 main:574] : INFO : Epoch 1592 | loss: 0.0311945 | val_loss: 0.0312021 | Time: 2021.93 ms [2021-05-18 14:42:22 main:574] : INFO : Epoch 1593 | loss: 0.0311966 | val_loss: 0.0312015 | Time: 2004.07 ms [2021-05-18 14:42:24 main:574] : INFO : Epoch 1594 | loss: 0.0311974 | val_loss: 0.0312023 | Time: 2019.45 ms [2021-05-18 14:42:26 main:574] : INFO : Epoch 1595 | loss: 0.0311981 | val_loss: 0.0312031 | Time: 2027.73 ms [2021-05-18 14:42:28 main:574] : INFO : Epoch 1596 | loss: 0.0311997 | val_loss: 0.0312025 | Time: 1999.8 ms [2021-05-18 14:42:30 main:574] : INFO : Epoch 1597 | loss: 0.0311985 | val_loss: 0.0312025 | Time: 2028.33 ms [2021-05-18 14:42:32 main:574] : INFO : Epoch 1598 | loss: 0.0311978 | val_loss: 0.0312036 | Time: 2018.59 ms [2021-05-18 14:42:34 main:574] : INFO : Epoch 1599 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 2010.97 ms [2021-05-18 14:42:37 main:574] : INFO : Epoch 1600 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 1988.32 ms [2021-05-18 14:42:39 main:574] : INFO : Epoch 1601 | loss: 0.0311956 | val_loss: 0.0312012 | Time: 1997.03 ms [2021-05-18 14:42:41 main:574] : INFO : Epoch 1602 | loss: 0.0311955 | val_loss: 0.0312004 | Time: 2004.51 ms [2021-05-18 14:42:43 main:574] : INFO : Epoch 1603 | loss: 0.0311943 | val_loss: 0.0312008 | Time: 2021.99 ms [2021-05-18 14:42:45 main:574] : INFO : Epoch 1604 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 2000.4 ms [2021-05-18 14:42:47 main:574] : INFO : Epoch 1605 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 2008.17 ms [2021-05-18 14:42:49 main:574] : INFO : Epoch 1606 | loss: 0.0311972 | val_loss: 0.0311999 | Time: 2018 ms [2021-05-18 14:42:51 main:574] : INFO : Epoch 1607 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 2002.63 ms [2021-05-18 14:42:53 main:574] : INFO : Epoch 1608 | loss: 0.0311948 | val_loss: 0.0311998 | Time: 2004.91 ms [2021-05-18 14:42:55 main:574] : INFO : Epoch 1609 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 2011.6 ms [2021-05-18 14:42:57 main:574] : INFO : Epoch 1610 | loss: 0.0311996 | val_loss: 0.0312037 | Time: 2028.57 ms [2021-05-18 14:42:59 main:574] : INFO : Epoch 1611 | loss: 0.0311979 | val_loss: 0.0312029 | Time: 2023.16 ms [2021-05-18 14:43:02 main:574] : INFO : Epoch 1612 | loss: 0.0311974 | val_loss: 0.0312034 | Time: 2029.92 ms [2021-05-18 14:43:04 main:574] : INFO : Epoch 1613 | loss: 0.0311979 | val_loss: 0.0312041 | Time: 2018.25 ms [2021-05-18 14:43:06 main:574] : INFO : Epoch 1614 | loss: 0.0311967 | val_loss: 0.031201 | Time: 1999.68 ms [2021-05-18 14:43:08 main:574] : INFO : Epoch 1615 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 2001.31 ms [2021-05-18 14:43:10 main:574] : INFO : Epoch 1616 | loss: 0.0311954 | val_loss: 0.031202 | Time: 2013.11 ms [2021-05-18 14:43:12 main:574] : INFO : Epoch 1617 | loss: 0.0311954 | val_loss: 0.031202 | Time: 2009.17 ms [2021-05-18 14:43:14 main:574] : INFO : Epoch 1618 | loss: 0.0311936 | val_loss: 0.031201 | Time: 2015.3 ms [2021-05-18 14:43:16 main:574] : INFO : Epoch 1619 | loss: 0.0311939 | val_loss: 0.0312023 | Time: 2000.48 ms [2021-05-18 14:43:18 main:574] : INFO : Epoch 1620 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 2028.98 ms [2021-05-18 14:43:20 main:574] : INFO : Epoch 1621 | loss: 0.0311959 | val_loss: 0.0312004 | Time: 2007.23 ms [2021-05-18 14:43:22 main:574] : INFO : Epoch 1622 | loss: 0.0311954 | val_loss: 0.0312028 | Time: 2031.79 ms [2021-05-18 14:43:24 main:574] : INFO : Epoch 1623 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2005.44 ms [2021-05-18 14:43:27 main:574] : INFO : Epoch 1624 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 2025.19 ms [2021-05-18 14:43:29 main:574] : INFO : Epoch 1625 | loss: 0.0311942 | val_loss: 0.0312017 | Time: 2011.71 ms [2021-05-18 14:43:31 main:574] : INFO : Epoch 1626 | loss: 0.0311959 | val_loss: 0.0312023 | Time: 2004.2 ms [2021-05-18 14:43:33 main:574] : INFO : Epoch 1627 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2020.46 ms [2021-05-18 14:43:35 main:574] : INFO : Epoch 1628 | loss: 0.0311954 | val_loss: 0.0312005 | Time: 2009.01 ms [2021-05-18 14:43:37 main:574] : INFO : Epoch 1629 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 1994.3 ms [2021-05-18 14:43:39 main:574] : INFO : Epoch 1630 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 2005.4 ms [2021-05-18 14:43:41 main:574] : INFO : Epoch 1631 | loss: 0.0311943 | val_loss: 0.0312001 | Time: 1999.89 ms [2021-05-18 14:43:43 main:574] : INFO : Epoch 1632 | loss: 0.0311948 | val_loss: 0.0312002 | Time: 2016.16 ms [2021-05-18 14:43:45 main:574] : INFO : Epoch 1633 | loss: 0.031194 | val_loss: 0.0312013 | Time: 2005.75 ms [2021-05-18 14:43:47 main:574] : INFO : Epoch 1634 | loss: 0.031193 | val_loss: 0.0312001 | Time: 2022.82 ms [2021-05-18 14:43:49 main:574] : INFO : Epoch 1635 | loss: 0.0311929 | val_loss: 0.0312022 | Time: 2022.11 ms [2021-05-18 14:43:52 main:574] : INFO : Epoch 1636 | loss: 0.0311933 | val_loss: 0.0312004 | Time: 2009.08 ms [2021-05-18 14:43:54 main:574] : INFO : Epoch 1637 | loss: 0.0311926 | val_loss: 0.0311991 | Time: 2011.72 ms [2021-05-18 14:43:56 main:574] : INFO : Epoch 1638 | loss: 0.031192 | val_loss: 0.0312001 | Time: 2011.38 ms [2021-05-18 14:43:58 main:574] : INFO : Epoch 1639 | loss: 0.0311914 | val_loss: 0.0311987 | Time: 2027.62 ms [2021-05-18 14:44:00 main:574] : INFO : Epoch 1640 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 1996.11 ms [2021-05-18 14:44:02 main:574] : INFO : Epoch 1641 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 2015.59 ms [2021-05-18 14:44:04 main:574] : INFO : Epoch 1642 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 2013.48 ms [2021-05-18 14:44:06 main:574] : INFO : Epoch 1643 | loss: 0.0311938 | val_loss: 0.031199 | Time: 2011.08 ms [2021-05-18 14:44:08 main:574] : INFO : Epoch 1644 | loss: 0.0311922 | val_loss: 0.0312037 | Time: 2000.75 ms [2021-05-18 14:44:10 main:574] : INFO : Epoch 1645 | loss: 0.0311919 | val_loss: 0.0312006 | Time: 1998.91 ms [2021-05-18 14:44:12 main:574] : INFO : Epoch 1646 | loss: 0.0311916 | val_loss: 0.0312012 | Time: 2013.48 ms [2021-05-18 14:44:14 main:574] : INFO : Epoch 1647 | loss: 0.0311915 | val_loss: 0.0311996 | Time: 2002.32 ms [2021-05-18 14:44:17 main:574] : INFO : Epoch 1648 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 2072.91 ms [2021-05-18 14:44:19 main:574] : INFO : Epoch 1649 | loss: 0.0311923 | val_loss: 0.0312065 | Time: 2010.78 ms [2021-05-18 14:44:21 main:574] : INFO : Epoch 1650 | loss: 0.0311932 | val_loss: 0.031201 | Time: 1994.72 ms [2021-05-18 14:44:23 main:574] : INFO : Epoch 1651 | loss: 0.0311926 | val_loss: 0.0312 | Time: 2002.93 ms [2021-05-18 14:44:25 main:574] : INFO : Epoch 1652 | loss: 0.0311916 | val_loss: 0.0312008 | Time: 2005.3 ms [2021-05-18 14:44:27 main:574] : INFO : Epoch 1653 | loss: 0.0311908 | val_loss: 0.0312026 | Time: 2021.56 ms [2021-05-18 14:44:29 main:574] : INFO : Epoch 1654 | loss: 0.0311897 | val_loss: 0.0312008 | Time: 1991.23 ms [2021-05-18 14:44:31 main:574] : INFO : Epoch 1655 | loss: 0.0311896 | val_loss: 0.0312014 | Time: 1997.27 ms [2021-05-18 14:44:33 main:574] : INFO : Epoch 1656 | loss: 0.0311904 | val_loss: 0.0312032 | Time: 2010.71 ms [2021-05-18 14:44:35 main:574] : INFO : Epoch 1657 | loss: 0.0311905 | val_loss: 0.0311996 | Time: 2048.57 ms [2021-05-18 14:44:37 main:574] : INFO : Epoch 1658 | loss: 0.031189 | val_loss: 0.0311989 | Time: 2014.95 ms [2021-05-18 14:44:39 main:574] : INFO : Epoch 1659 | loss: 0.0311885 | val_loss: 0.0311993 | Time: 2002.91 ms [2021-05-18 14:44:42 main:574] : INFO : Epoch 1660 | loss: 0.0311883 | val_loss: 0.0312014 | Time: 2008.59 ms [2021-05-18 14:44:44 main:574] : INFO : Epoch 1661 | loss: 0.0311901 | val_loss: 0.0312029 | Time: 2004.04 ms [2021-05-18 14:44:46 main:574] : INFO : Epoch 1662 | loss: 0.0311906 | val_loss: 0.0312007 | Time: 2080.3 ms [2021-05-18 14:44:48 main:574] : INFO : Epoch 1663 | loss: 0.0311889 | val_loss: 0.0311988 | Time: 2014.69 ms [2021-05-18 14:44:50 main:574] : INFO : Epoch 1664 | loss: 0.0311891 | val_loss: 0.0311993 | Time: 1999.12 ms [2021-05-18 14:44:52 main:574] : INFO : Epoch 1665 | loss: 0.0311895 | val_loss: 0.0311996 | Time: 2000.86 ms [2021-05-18 14:44:54 main:574] : INFO : Epoch 1666 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 1991.45 ms [2021-05-18 14:44:56 main:574] : INFO : Epoch 1667 | loss: 0.03119 | val_loss: 0.0312037 | Time: 2016.16 ms [2021-05-18 14:44:58 main:574] : INFO : Epoch 1668 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 2031.41 ms [2021-05-18 14:45:00 main:574] : INFO : Epoch 1669 | loss: 0.0311897 | val_loss: 0.0311977 | Time: 2010.36 ms [2021-05-18 14:45:02 main:574] : INFO : Epoch 1670 | loss: 0.0311903 | val_loss: 0.0311984 | Time: 2011.94 ms [2021-05-18 14:45:05 main:574] : INFO : Epoch 1671 | loss: 0.0311919 | val_loss: 0.0311982 | Time: 2007.69 ms [2021-05-18 14:45:07 main:574] : INFO : Epoch 1672 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1992.16 ms [2021-05-18 14:45:09 main:574] : INFO : Epoch 1673 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 2004.88 ms [2021-05-18 14:45:11 main:574] : INFO : Epoch 1674 | loss: 0.031191 | val_loss: 0.0311983 | Time: 2007.51 ms [2021-05-18 14:45:13 main:574] : INFO : Epoch 1675 | loss: 0.0311902 | val_loss: 0.0311973 | Time: 2014.33 ms [2021-05-18 14:45:15 main:574] : INFO : Epoch 1676 | loss: 0.0311923 | val_loss: 0.0312005 | Time: 1995.83 ms [2021-05-18 14:45:17 main:574] : INFO : Epoch 1677 | loss: 0.0311923 | val_loss: 0.0311993 | Time: 2017.73 ms [2021-05-18 14:45:19 main:574] : INFO : Epoch 1678 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1999.01 ms [2021-05-18 14:45:21 main:574] : INFO : Epoch 1679 | loss: 0.031191 | val_loss: 0.0311964 | Time: 2003.45 ms [2021-05-18 14:45:23 main:574] : INFO : Epoch 1680 | loss: 0.0311894 | val_loss: 0.0311977 | Time: 2004.08 ms [2021-05-18 14:45:25 main:574] : INFO : Epoch 1681 | loss: 0.0311911 | val_loss: 0.0311972 | Time: 2006.89 ms [2021-05-18 14:45:27 main:574] : INFO : Epoch 1682 | loss: 0.0311924 | val_loss: 0.0312018 | Time: 1997.12 ms [2021-05-18 14:45:29 main:574] : INFO : Epoch 1683 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 2005.78 ms [2021-05-18 14:45:32 main:574] : INFO : Epoch 1684 | loss: 0.0311902 | val_loss: 0.0311973 | Time: 1997.61 ms [2021-05-18 14:45:34 main:574] : INFO : Epoch 1685 | loss: 0.0311899 | val_loss: 0.0311975 | Time: 2017.78 ms [2021-05-18 14:45:36 main:574] : INFO : Epoch 1686 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 2008.13 ms [2021-05-18 14:45:38 main:574] : INFO : Epoch 1687 | loss: 0.031192 | val_loss: 0.0312018 | Time: 2005.64 ms [2021-05-18 14:45:40 main:574] : INFO : Epoch 1688 | loss: 0.0311899 | val_loss: 0.0311972 | Time: 2011.86 ms [2021-05-18 14:45:42 main:574] : INFO : Epoch 1689 | loss: 0.0311891 | val_loss: 0.0311966 | Time: 2020.66 ms [2021-05-18 14:45:44 main:574] : INFO : Epoch 1690 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 2031.87 ms [2021-05-18 14:45:46 main:574] : INFO : Epoch 1691 | loss: 0.0311889 | val_loss: 0.0311957 | Time: 1994.8 ms [2021-05-18 14:45:48 main:574] : INFO : Epoch 1692 | loss: 0.0311893 | val_loss: 0.0311959 | Time: 2002.94 ms [2021-05-18 14:45:50 main:574] : INFO : Epoch 1693 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 1998.04 ms [2021-05-18 14:45:52 main:574] : INFO : Epoch 1694 | loss: 0.0311914 | val_loss: 0.0311972 | Time: 2035.73 ms [2021-05-18 14:45:55 main:574] : INFO : Epoch 1695 | loss: 0.031192 | val_loss: 0.0311964 | Time: 2018.11 ms [2021-05-18 14:45:57 main:574] : INFO : Epoch 1696 | loss: 0.0311901 | val_loss: 0.0311974 | Time: 1998.56 ms [2021-05-18 14:45:59 main:574] : INFO : Epoch 1697 | loss: 0.0311905 | val_loss: 0.031198 | Time: 2009.18 ms [2021-05-18 14:46:01 main:574] : INFO : Epoch 1698 | loss: 0.0311915 | val_loss: 0.0311978 | Time: 2025.25 ms [2021-05-18 14:46:03 main:574] : INFO : Epoch 1699 | loss: 0.0311906 | val_loss: 0.031198 | Time: 2006.84 ms [2021-05-18 14:46:05 main:574] : INFO : Epoch 1700 | loss: 0.0311909 | val_loss: 0.0312007 | Time: 2028.23 ms [2021-05-18 14:46:07 main:574] : INFO : Epoch 1701 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 2017.36 ms [2021-05-18 14:46:09 main:574] : INFO : Epoch 1702 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 1997.4 ms [2021-05-18 14:46:11 main:574] : INFO : Epoch 1703 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 2003.36 ms [2021-05-18 14:46:13 main:574] : INFO : Epoch 1704 | loss: 0.0311908 | val_loss: 0.0312007 | Time: 2033.37 ms [2021-05-18 14:46:15 main:574] : INFO : Epoch 1705 | loss: 0.0311911 | val_loss: 0.0311952 | Time: 2000.42 ms [2021-05-18 14:46:17 main:574] : INFO : Epoch 1706 | loss: 0.0311902 | val_loss: 0.0311948 | Time: 2013.24 ms [2021-05-18 14:46:20 main:574] : INFO : Epoch 1707 | loss: 0.0311887 | val_loss: 0.0311995 | Time: 2013.44 ms [2021-05-18 14:46:22 main:574] : INFO : Epoch 1708 | loss: 0.0311886 | val_loss: 0.0311973 | Time: 2022.58 ms [2021-05-18 14:46:24 main:574] : INFO : Epoch 1709 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 2015.01 ms [2021-05-18 14:46:26 main:574] : INFO : Epoch 1710 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 2008.24 ms [2021-05-18 14:46:28 main:574] : INFO : Epoch 1711 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 2020.49 ms [2021-05-18 14:46:30 main:574] : INFO : Epoch 1712 | loss: 0.0311892 | val_loss: 0.0311942 | Time: 2000.74 ms [2021-05-18 14:46:32 main:574] : INFO : Epoch 1713 | loss: 0.0311869 | val_loss: 0.0311939 | Time: 2017.34 ms [2021-05-18 14:46:34 main:574] : INFO : Epoch 1714 | loss: 0.0311881 | val_loss: 0.0311971 | Time: 1999.66 ms [2021-05-18 14:46:36 main:574] : INFO : Epoch 1715 | loss: 0.0311893 | val_loss: 0.0311984 | Time: 2000.11 ms [2021-05-18 14:46:38 main:574] : INFO : Epoch 1716 | loss: 0.0311908 | val_loss: 0.0311954 | Time: 1992.08 ms [2021-05-18 14:46:40 main:574] : INFO : Epoch 1717 | loss: 0.0311902 | val_loss: 0.031201 | Time: 2011.95 ms [2021-05-18 14:46:43 main:574] : INFO : Epoch 1718 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 2011.65 ms [2021-05-18 14:46:45 main:574] : INFO : Epoch 1719 | loss: 0.0311927 | val_loss: 0.0311991 | Time: 2008.07 ms [2021-05-18 14:46:47 main:574] : INFO : Epoch 1720 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2003.09 ms [2021-05-18 14:46:49 main:574] : INFO : Epoch 1721 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 2019.69 ms [2021-05-18 14:46:51 main:574] : INFO : Epoch 1722 | loss: 0.0311868 | val_loss: 0.0311944 | Time: 2021.9 ms [2021-05-18 14:46:53 main:574] : INFO : Epoch 1723 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 2007.85 ms [2021-05-18 14:46:55 main:574] : INFO : Epoch 1724 | loss: 0.0311905 | val_loss: 0.0311968 | Time: 2012.1 ms [2021-05-18 14:46:57 main:574] : INFO : Epoch 1725 | loss: 0.0311899 | val_loss: 0.0311957 | Time: 2018.86 ms [2021-05-18 14:46:59 main:574] : INFO : Epoch 1726 | loss: 0.0311899 | val_loss: 0.0311972 | Time: 2006.06 ms [2021-05-18 14:47:01 main:574] : INFO : Epoch 1727 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 2028.69 ms [2021-05-18 14:47:03 main:574] : INFO : Epoch 1728 | loss: 0.0311916 | val_loss: 0.0312001 | Time: 2037.09 ms [2021-05-18 14:47:06 main:574] : INFO : Epoch 1729 | loss: 0.0311905 | val_loss: 0.0311988 | Time: 2006.18 ms [2021-05-18 14:47:08 main:574] : INFO : Epoch 1730 | loss: 0.0311888 | val_loss: 0.0311961 | Time: 2000.96 ms [2021-05-18 14:47:10 main:574] : INFO : Epoch 1731 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 2028.5 ms [2021-05-18 14:47:12 main:574] : INFO : Epoch 1732 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 1994.5 ms [2021-05-18 14:47:14 main:574] : INFO : Epoch 1733 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2028.48 ms [2021-05-18 14:47:16 main:574] : INFO : Epoch 1734 | loss: 0.0311886 | val_loss: 0.0312008 | Time: 2011.48 ms [2021-05-18 14:47:18 main:574] : INFO : Epoch 1735 | loss: 0.0311899 | val_loss: 0.031196 | Time: 2012.14 ms [2021-05-18 14:47:20 main:574] : INFO : Epoch 1736 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 2021.83 ms [2021-05-18 14:47:22 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311991 | Time: 2006.94 ms [2021-05-18 14:47:24 main:574] : INFO : Epoch 1738 | loss: 0.0311874 | val_loss: 0.0311972 | Time: 2018.24 ms [2021-05-18 14:47:26 main:574] : INFO : Epoch 1739 | loss: 0.0311874 | val_loss: 0.0311992 | Time: 2006.1 ms [2021-05-18 14:47:29 main:574] : INFO : Epoch 1740 | loss: 0.0311888 | val_loss: 0.0311976 | Time: 2009.91 ms [2021-05-18 14:47:31 main:574] : INFO : Epoch 1741 | loss: 0.0311883 | val_loss: 0.0311957 | Time: 2003.01 ms [2021-05-18 14:47:33 main:574] : INFO : Epoch 1742 | loss: 0.0311862 | val_loss: 0.0311964 | Time: 2013.94 ms [2021-05-18 14:47:35 main:574] : INFO : Epoch 1743 | loss: 0.0311882 | val_loss: 0.0311977 | Time: 1991.45 ms [2021-05-18 14:47:37 main:574] : INFO : Epoch 1744 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 1987.61 ms [2021-05-18 14:47:39 main:574] : INFO : Epoch 1745 | loss: 0.0311884 | val_loss: 0.0311955 | Time: 2017.38 ms [2021-05-18 14:47:41 main:574] : INFO : Epoch 1746 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 2007.38 ms [2021-05-18 14:47:43 main:574] : INFO : Epoch 1747 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 2014.55 ms [2021-05-18 14:47:45 main:574] : INFO : Epoch 1748 | loss: 0.031192 | val_loss: 0.0311997 | Time: 2008.67 ms [2021-05-18 14:47:47 main:574] : INFO : Epoch 1749 | loss: 0.0311939 | val_loss: 0.0312003 | Time: 2008.09 ms [2021-05-18 14:47:49 main:574] : INFO : Epoch 1750 | loss: 0.0509892 | val_loss: 0.0368318 | Time: 2013.52 ms [2021-05-18 14:47:51 main:574] : INFO : Epoch 1751 | loss: 0.0389607 | val_loss: 0.0327221 | Time: 2007.19 ms [2021-05-18 14:47:53 main:574] : INFO : Epoch 1752 | loss: 0.0321722 | val_loss: 0.0314091 | Time: 2021.45 ms [2021-05-18 14:47:56 main:574] : INFO : Epoch 1753 | loss: 0.0313727 | val_loss: 0.0312552 | Time: 1995.49 ms [2021-05-18 14:47:58 main:574] : INFO : Epoch 1754 | loss: 0.0312652 | val_loss: 0.031241 | Time: 2012.05 ms [2021-05-18 14:48:00 main:574] : INFO : Epoch 1755 | loss: 0.031241 | val_loss: 0.0312363 | Time: 2000.66 ms [2021-05-18 14:48:02 main:574] : INFO : Epoch 1756 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 2004.52 ms [2021-05-18 14:48:04 main:574] : INFO : Epoch 1757 | loss: 0.0312316 | val_loss: 0.0312301 | Time: 2004.14 ms [2021-05-18 14:48:06 main:574] : INFO : Epoch 1758 | loss: 0.0312291 | val_loss: 0.0312276 | Time: 1997.2 ms [2021-05-18 14:48:08 main:574] : INFO : Epoch 1759 | loss: 0.0312268 | val_loss: 0.031225 | Time: 2002.41 ms [2021-05-18 14:48:10 main:574] : INFO : Epoch 1760 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 1995.09 ms [2021-05-18 14:48:12 main:574] : INFO : Epoch 1761 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 1983.38 ms [2021-05-18 14:48:14 main:574] : INFO : Epoch 1762 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 2001.38 ms [2021-05-18 14:48:16 main:574] : INFO : Epoch 1763 | loss: 0.031218 | val_loss: 0.0312166 | Time: 1994.82 ms [2021-05-18 14:48:18 main:574] : INFO : Epoch 1764 | loss: 0.031216 | val_loss: 0.0312146 | Time: 2011.76 ms [2021-05-18 14:48:20 main:574] : INFO : Epoch 1765 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 1996.57 ms [2021-05-18 14:48:23 main:574] : INFO : Epoch 1766 | loss: 0.0312122 | val_loss: 0.0312114 | Time: 2007.22 ms [2021-05-18 14:48:25 main:574] : INFO : Epoch 1767 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 2018.31 ms [2021-05-18 14:48:27 main:574] : INFO : Epoch 1768 | loss: 0.0312091 | val_loss: 0.0312083 | Time: 2023.1 ms [2021-05-18 14:48:29 main:574] : INFO : Epoch 1769 | loss: 0.0312077 | val_loss: 0.031207 | Time: 2020.04 ms [2021-05-18 14:48:31 main:574] : INFO : Epoch 1770 | loss: 0.0312065 | val_loss: 0.031206 | Time: 2010.29 ms [2021-05-18 14:48:33 main:574] : INFO : Epoch 1771 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 2010.01 ms [2021-05-18 14:48:35 main:574] : INFO : Epoch 1772 | loss: 0.0312044 | val_loss: 0.0312039 | Time: 2008.55 ms [2021-05-18 14:48:37 main:574] : INFO : Epoch 1773 | loss: 0.0312036 | val_loss: 0.0312034 | Time: 2010.47 ms [2021-05-18 14:48:39 main:574] : INFO : Epoch 1774 | loss: 0.0312029 | val_loss: 0.0312032 | Time: 2014.88 ms [2021-05-18 14:48:41 main:574] : INFO : Epoch 1775 | loss: 0.0312023 | val_loss: 0.0312021 | Time: 2027.49 ms [2021-05-18 14:48:43 main:574] : INFO : Epoch 1776 | loss: 0.0312016 | val_loss: 0.0312017 | Time: 2004.6 ms [2021-05-18 14:48:46 main:574] : INFO : Epoch 1777 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 2009.93 ms [2021-05-18 14:48:48 main:574] : INFO : Epoch 1778 | loss: 0.0311999 | val_loss: 0.0311997 | Time: 2087.83 ms [2021-05-18 14:48:50 main:574] : INFO : Epoch 1779 | loss: 0.0311985 | val_loss: 0.0311995 | Time: 1996.58 ms [2021-05-18 14:48:52 main:574] : INFO : Epoch 1780 | loss: 0.0311979 | val_loss: 0.0311982 | Time: 2004.76 ms [2021-05-18 14:48:54 main:574] : INFO : Epoch 1781 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2002.56 ms [2021-05-18 14:48:56 main:574] : INFO : Epoch 1782 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 2007.09 ms [2021-05-18 14:48:58 main:574] : INFO : Epoch 1783 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 2007.87 ms [2021-05-18 14:49:00 main:574] : INFO : Epoch 1784 | loss: 0.0311951 | val_loss: 0.0311969 | Time: 2010.4 ms [2021-05-18 14:49:02 main:574] : INFO : Epoch 1785 | loss: 0.0311946 | val_loss: 0.031196 | Time: 1998.94 ms [2021-05-18 14:49:04 main:574] : INFO : Epoch 1786 | loss: 0.0311941 | val_loss: 0.0311963 | Time: 1997.4 ms [2021-05-18 14:49:06 main:574] : INFO : Epoch 1787 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 2014.87 ms [2021-05-18 14:49:08 main:574] : INFO : Epoch 1788 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 2012.06 ms [2021-05-18 14:49:11 main:574] : INFO : Epoch 1789 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 2002.25 ms [2021-05-18 14:49:13 main:574] : INFO : Epoch 1790 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 2000.72 ms [2021-05-18 14:49:15 main:574] : INFO : Epoch 1791 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 2011.66 ms [2021-05-18 14:49:17 main:574] : INFO : Epoch 1792 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 2022.57 ms [2021-05-18 14:49:19 main:574] : INFO : Epoch 1793 | loss: 0.031192 | val_loss: 0.0311944 | Time: 2023.03 ms [2021-05-18 14:49:21 main:574] : INFO : Epoch 1794 | loss: 0.0311914 | val_loss: 0.0311951 | Time: 1999.66 ms [2021-05-18 14:49:23 main:574] : INFO : Epoch 1795 | loss: 0.0311915 | val_loss: 0.031195 | Time: 2003.53 ms [2021-05-18 14:49:25 main:574] : INFO : Epoch 1796 | loss: 0.0311914 | val_loss: 0.031194 | Time: 2010.64 ms [2021-05-18 14:49:27 main:574] : INFO : Epoch 1797 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 2008.74 ms [2021-05-18 14:49:29 main:574] : INFO : Epoch 1798 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 2004.48 ms [2021-05-18 14:49:31 main:574] : INFO : Epoch 1799 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 2016.7 ms [2021-05-18 14:49:33 main:574] : INFO : Epoch 1800 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 2011.17 ms [2021-05-18 14:49:36 main:574] : INFO : Epoch 1801 | loss: 0.0311902 | val_loss: 0.031193 | Time: 2020.05 ms [2021-05-18 14:49:38 main:574] : INFO : Epoch 1802 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 2034.81 ms [2021-05-18 14:49:40 main:574] : INFO : Epoch 1803 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 2001.09 ms [2021-05-18 14:49:42 main:574] : INFO : Epoch 1804 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1996.37 ms [2021-05-18 14:49:44 main:574] : INFO : Epoch 1805 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 1988.47 ms [2021-05-18 14:49:46 main:574] : INFO : Epoch 1806 | loss: 0.031189 | val_loss: 0.0311935 | Time: 2002.95 ms [2021-05-18 14:49:48 main:574] : INFO : Epoch 1807 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 2023.2 ms [2021-05-18 14:49:50 main:574] : INFO : Epoch 1808 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 1998.78 ms [2021-05-18 14:49:52 main:574] : INFO : Epoch 1809 | loss: 0.0311891 | val_loss: 0.0311944 | Time: 2024.8 ms [2021-05-18 14:49:54 main:574] : INFO : Epoch 1810 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 2009.54 ms [2021-05-18 14:49:56 main:574] : INFO : Epoch 1811 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 2019.22 ms [2021-05-18 14:49:58 main:574] : INFO : Epoch 1812 | loss: 0.0311889 | val_loss: 0.0311934 | Time: 1992.82 ms [2021-05-18 14:50:01 main:574] : INFO : Epoch 1813 | loss: 0.0311893 | val_loss: 0.0311959 | Time: 1997.8 ms [2021-05-18 14:50:03 main:574] : INFO : Epoch 1814 | loss: 0.0311889 | val_loss: 0.0311944 | Time: 2009.2 ms [2021-05-18 14:50:05 main:574] : INFO : Epoch 1815 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 2009.37 ms [2021-05-18 14:50:07 main:574] : INFO : Epoch 1816 | loss: 0.0311883 | val_loss: 0.031194 | Time: 2012.2 ms [2021-05-18 14:50:09 main:574] : INFO : Epoch 1817 | loss: 0.0311879 | val_loss: 0.0311942 | Time: 1996.07 ms [2021-05-18 14:50:11 main:574] : INFO : Epoch 1818 | loss: 0.0311877 | val_loss: 0.0311942 | Time: 2013.85 ms [2021-05-18 14:50:13 main:574] : INFO : Epoch 1819 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 2003.88 ms [2021-05-18 14:50:15 main:574] : INFO : Epoch 1820 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 2004.5 ms [2021-05-18 14:50:17 main:574] : INFO : Epoch 1821 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 1996.54 ms [2021-05-18 14:50:19 main:574] : INFO : Epoch 1822 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 1995.29 ms [2021-05-18 14:50:21 main:574] : INFO : Epoch 1823 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 2005.49 ms [2021-05-18 14:50:23 main:574] : INFO : Epoch 1824 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 2020.3 ms [2021-05-18 14:50:25 main:574] : INFO : Epoch 1825 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 2013.41 ms [2021-05-18 14:50:28 main:574] : INFO : Epoch 1826 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 2020.07 ms [2021-05-18 14:50:30 main:574] : INFO : Epoch 1827 | loss: 0.0311865 | val_loss: 0.031191 | Time: 2019.74 ms [2021-05-18 14:50:32 main:574] : INFO : Epoch 1828 | loss: 0.0311863 | val_loss: 0.0311923 | Time: 2012.74 ms [2021-05-18 14:50:34 main:574] : INFO : Epoch 1829 | loss: 0.0311859 | val_loss: 0.0311913 | Time: 2015.11 ms [2021-05-18 14:50:36 main:574] : INFO : Epoch 1830 | loss: 0.0311855 | val_loss: 0.0311921 | Time: 1992.21 ms [2021-05-18 14:50:38 main:574] : INFO : Epoch 1831 | loss: 0.0311854 | val_loss: 0.0311921 | Time: 2030.36 ms [2021-05-18 14:50:40 main:574] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 1996.62 ms [2021-05-18 14:50:42 main:574] : INFO : Epoch 1833 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 2011.4 ms [2021-05-18 14:50:44 main:574] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0311917 | Time: 2002.42 ms [2021-05-18 14:50:46 main:574] : INFO : Epoch 1835 | loss: 0.0311862 | val_loss: 0.0311908 | Time: 2000.7 ms [2021-05-18 14:50:48 main:574] : INFO : Epoch 1836 | loss: 0.0311863 | val_loss: 0.0311902 | Time: 2003.3 ms [2021-05-18 14:50:51 main:574] : INFO : Epoch 1837 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 1990.7 ms [2021-05-18 14:50:53 main:574] : INFO : Epoch 1838 | loss: 0.0311856 | val_loss: 0.03119 | Time: 2014.89 ms [2021-05-18 14:50:55 main:574] : INFO : Epoch 1839 | loss: 0.0311853 | val_loss: 0.03119 | Time: 1991.13 ms [2021-05-18 14:50:57 main:574] : INFO : Epoch 1840 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 1989.61 ms [2021-05-18 14:50:59 main:574] : INFO : Epoch 1841 | loss: 0.0311848 | val_loss: 0.0311909 | Time: 2009.11 ms [2021-05-18 14:51:01 main:574] : INFO : Epoch 1842 | loss: 0.0311854 | val_loss: 0.0311901 | Time: 2009.36 ms [2021-05-18 14:51:03 main:574] : INFO : Epoch 1843 | loss: 0.031185 | val_loss: 0.0311897 | Time: 1995.14 ms [2021-05-18 14:51:05 main:574] : INFO : Epoch 1844 | loss: 0.0311853 | val_loss: 0.03119 | Time: 2015.12 ms [2021-05-18 14:51:07 main:574] : INFO : Epoch 1845 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 2013.61 ms [2021-05-18 14:51:09 main:574] : INFO : Epoch 1846 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 1998.57 ms [2021-05-18 14:51:11 main:574] : INFO : Epoch 1847 | loss: 0.0311847 | val_loss: 0.0311894 | Time: 2005.66 ms [2021-05-18 14:51:13 main:574] : INFO : Epoch 1848 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 2013.06 ms [2021-05-18 14:51:15 main:574] : INFO : Epoch 1849 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 2015.77 ms [2021-05-18 14:51:18 main:574] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 2000.84 ms [2021-05-18 14:51:20 main:574] : INFO : Epoch 1851 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 2006.43 ms [2021-05-18 14:51:22 main:574] : INFO : Epoch 1852 | loss: 0.0311841 | val_loss: 0.03119 | Time: 2032.92 ms [2021-05-18 14:51:24 main:574] : INFO : Epoch 1853 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 2031.09 ms [2021-05-18 14:51:26 main:574] : INFO : Epoch 1854 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 2016.57 ms [2021-05-18 14:51:28 main:574] : INFO : Epoch 1855 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 2023.53 ms [2021-05-18 14:51:30 main:574] : INFO : Epoch 1856 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2016.53 ms [2021-05-18 14:51:32 main:574] : INFO : Epoch 1857 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2040.48 ms [2021-05-18 14:51:34 main:574] : INFO : Epoch 1858 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 2004.92 ms [2021-05-18 14:51:36 main:574] : INFO : Epoch 1859 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 1992.87 ms [2021-05-18 14:51:38 main:574] : INFO : Epoch 1860 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 2000.05 ms [2021-05-18 14:51:41 main:574] : INFO : Epoch 1861 | loss: 0.0311978 | val_loss: 0.0311978 | Time: 2020.83 ms [2021-05-18 14:51:43 main:574] : INFO : Epoch 1862 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 1994.5 ms [2021-05-18 14:51:45 main:574] : INFO : Epoch 1863 | loss: 0.031196 | val_loss: 0.031197 | Time: 2015.36 ms [2021-05-18 14:51:47 main:574] : INFO : Epoch 1864 | loss: 0.031195 | val_loss: 0.0311954 | Time: 2022.22 ms [2021-05-18 14:51:49 main:574] : INFO : Epoch 1865 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 2017.72 ms [2021-05-18 14:51:51 main:574] : INFO : Epoch 1866 | loss: 0.031194 | val_loss: 0.0311962 | Time: 2029.74 ms [2021-05-18 14:51:53 main:574] : INFO : Epoch 1867 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 2010.63 ms [2021-05-18 14:51:55 main:574] : INFO : Epoch 1868 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 2020.47 ms [2021-05-18 14:51:57 main:574] : INFO : Epoch 1869 | loss: 0.0311929 | val_loss: 0.0311974 | Time: 2014.27 ms [2021-05-18 14:51:59 main:574] : INFO : Epoch 1870 | loss: 0.0311948 | val_loss: 0.031195 | Time: 2007.85 ms [2021-05-18 14:52:01 main:574] : INFO : Epoch 1871 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 2012.13 ms [2021-05-18 14:52:04 main:574] : INFO : Epoch 1872 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 2004.44 ms [2021-05-18 14:52:06 main:574] : INFO : Epoch 1873 | loss: 0.0311892 | val_loss: 0.0311902 | Time: 2004.47 ms [2021-05-18 14:52:08 main:574] : INFO : Epoch 1874 | loss: 0.0311894 | val_loss: 0.0311898 | Time: 2018.36 ms [2021-05-18 14:52:10 main:574] : INFO : Epoch 1875 | loss: 0.0311916 | val_loss: 0.0311895 | Time: 2012.07 ms [2021-05-18 14:52:12 main:574] : INFO : Epoch 1876 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 1998.96 ms [2021-05-18 14:52:14 main:574] : INFO : Epoch 1877 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 2021.65 ms [2021-05-18 14:52:16 main:574] : INFO : Epoch 1878 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 2001.61 ms [2021-05-18 14:52:18 main:574] : INFO : Epoch 1879 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 2020.57 ms [2021-05-18 14:52:20 main:574] : INFO : Epoch 1880 | loss: 0.0311889 | val_loss: 0.03119 | Time: 2011.31 ms [2021-05-18 14:52:22 main:574] : INFO : Epoch 1881 | loss: 0.0311889 | val_loss: 0.0311895 | Time: 1998.35 ms [2021-05-18 14:52:24 main:574] : INFO : Epoch 1882 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 2006.38 ms [2021-05-18 14:52:26 main:574] : INFO : Epoch 1883 | loss: 0.0311879 | val_loss: 0.0311894 | Time: 2026.43 ms [2021-05-18 14:52:29 main:574] : INFO : Epoch 1884 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 2015.92 ms [2021-05-18 14:52:31 main:574] : INFO : Epoch 1885 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 1997.68 ms [2021-05-18 14:52:33 main:574] : INFO : Epoch 1886 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 2029.03 ms [2021-05-18 14:52:35 main:574] : INFO : Epoch 1887 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1992.93 ms [2021-05-18 14:52:37 main:574] : INFO : Epoch 1888 | loss: 0.0311874 | val_loss: 0.031186 | Time: 2004.48 ms [2021-05-18 14:52:39 main:574] : INFO : Epoch 1889 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 2013.16 ms [2021-05-18 14:52:41 main:574] : INFO : Epoch 1890 | loss: 0.0311875 | val_loss: 0.03119 | Time: 2056.28 ms [2021-05-18 14:52:43 main:574] : INFO : Epoch 1891 | loss: 0.0311875 | val_loss: 0.0311883 | Time: 2018.68 ms [2021-05-18 14:52:45 main:574] : INFO : Epoch 1892 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 2011.96 ms [2021-05-18 14:52:47 main:574] : INFO : Epoch 1893 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 2036.25 ms [2021-05-18 14:52:49 main:574] : INFO : Epoch 1894 | loss: 0.0311858 | val_loss: 0.0311877 | Time: 2006.95 ms [2021-05-18 14:52:52 main:574] : INFO : Epoch 1895 | loss: 0.0311864 | val_loss: 0.0311882 | Time: 2014.54 ms [2021-05-18 14:52:54 main:574] : INFO : Epoch 1896 | loss: 0.0311878 | val_loss: 0.0311902 | Time: 2005.5 ms [2021-05-18 14:52:56 main:574] : INFO : Epoch 1897 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 2015.43 ms [2021-05-18 14:52:58 main:574] : INFO : Epoch 1898 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 2020.33 ms [2021-05-18 14:53:00 main:574] : INFO : Epoch 1899 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 2005.47 ms [2021-05-18 14:53:02 main:574] : INFO : Epoch 1900 | loss: 0.0311894 | val_loss: 0.0311878 | Time: 2014.36 ms [2021-05-18 14:53:04 main:574] : INFO : Epoch 1901 | loss: 0.0311914 | val_loss: 0.0311868 | Time: 2018.84 ms [2021-05-18 14:53:06 main:574] : INFO : Epoch 1902 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 2014.29 ms [2021-05-18 14:53:08 main:574] : INFO : Epoch 1903 | loss: 0.031191 | val_loss: 0.0311897 | Time: 2025.56 ms [2021-05-18 14:53:10 main:574] : INFO : Epoch 1904 | loss: 0.0311894 | val_loss: 0.0311883 | Time: 1998.01 ms [2021-05-18 14:53:12 main:574] : INFO : Epoch 1905 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 2002.43 ms [2021-05-18 14:53:14 main:574] : INFO : Epoch 1906 | loss: 0.03119 | val_loss: 0.0311897 | Time: 2010.8 ms [2021-05-18 14:53:16 main:574] : INFO : Epoch 1907 | loss: 0.0311899 | val_loss: 0.0311905 | Time: 2005.65 ms [2021-05-18 14:53:19 main:574] : INFO : Epoch 1908 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2205.94 ms [2021-05-18 14:53:21 main:574] : INFO : Epoch 1909 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 2019.68 ms [2021-05-18 14:53:23 main:574] : INFO : Epoch 1910 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 2010.38 ms [2021-05-18 14:53:25 main:574] : INFO : Epoch 1911 | loss: 0.0311867 | val_loss: 0.0311875 | Time: 2001.7 ms [2021-05-18 14:53:27 main:574] : INFO : Epoch 1912 | loss: 0.0311863 | val_loss: 0.031189 | Time: 1992.77 ms [2021-05-18 14:53:29 main:574] : INFO : Epoch 1913 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 2015.76 ms [2021-05-18 14:53:31 main:574] : INFO : Epoch 1914 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 2021 ms [2021-05-18 14:53:33 main:574] : INFO : Epoch 1915 | loss: 0.0311881 | val_loss: 0.0311886 | Time: 1999.82 ms [2021-05-18 14:53:35 main:574] : INFO : Epoch 1916 | loss: 0.031187 | val_loss: 0.0311878 | Time: 2009.75 ms [2021-05-18 14:53:38 main:574] : INFO : Epoch 1917 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 2025.67 ms [2021-05-18 14:53:40 main:574] : INFO : Epoch 1918 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 1995.48 ms [2021-05-18 14:53:42 main:574] : INFO : Epoch 1919 | loss: 0.031189 | val_loss: 0.0311863 | Time: 2037.05 ms [2021-05-18 14:53:44 main:574] : INFO : Epoch 1920 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 2020.16 ms [2021-05-18 14:53:46 main:574] : INFO : Epoch 1921 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 2009.27 ms [2021-05-18 14:53:48 main:574] : INFO : Epoch 1922 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 2022.65 ms [2021-05-18 14:53:50 main:574] : INFO : Epoch 1923 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 2010.24 ms [2021-05-18 14:53:52 main:574] : INFO : Epoch 1924 | loss: 0.0311847 | val_loss: 0.03119 | Time: 1996.77 ms [2021-05-18 14:53:54 main:574] : INFO : Epoch 1925 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 2003.29 ms [2021-05-18 14:53:56 main:574] : INFO : Epoch 1926 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 2008.29 ms [2021-05-18 14:53:59 main:574] : INFO : Epoch 1927 | loss: 0.0311847 | val_loss: 0.0311882 | Time: 2007.14 ms [2021-05-18 14:54:01 main:574] : INFO : Epoch 1928 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2022.71 ms [2021-05-18 14:54:03 main:574] : INFO : Epoch 1929 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 2015.98 ms [2021-05-18 14:54:05 main:574] : INFO : Epoch 1930 | loss: 0.031184 | val_loss: 0.031188 | Time: 1994.51 ms [2021-05-18 14:54:07 main:574] : INFO : Epoch 1931 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 2019.56 ms [2021-05-18 14:54:09 main:574] : INFO : Epoch 1932 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 2003.39 ms [2021-05-18 14:54:11 main:574] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 2006.12 ms [2021-05-18 14:54:13 main:574] : INFO : Epoch 1934 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 2002.16 ms [2021-05-18 14:54:15 main:574] : INFO : Epoch 1935 | loss: 0.0311877 | val_loss: 0.0311965 | Time: 1996 ms [2021-05-18 14:54:17 main:574] : INFO : Epoch 1936 | loss: 0.0311945 | val_loss: 0.0311954 | Time: 2011.69 ms [2021-05-18 14:54:19 main:574] : INFO : Epoch 1937 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1991.36 ms [2021-05-18 14:54:21 main:574] : INFO : Epoch 1938 | loss: 0.0311966 | val_loss: 0.0311941 | Time: 2010.97 ms [2021-05-18 14:54:23 main:574] : INFO : Epoch 1939 | loss: 0.031192 | val_loss: 0.0311938 | Time: 2044.85 ms [2021-05-18 14:54:26 main:574] : INFO : Epoch 1940 | loss: 0.0311912 | val_loss: 0.0311946 | Time: 2006.58 ms [2021-05-18 14:54:28 main:574] : INFO : Epoch 1941 | loss: 0.0311896 | val_loss: 0.0311916 | Time: 2023.56 ms [2021-05-18 14:54:30 main:574] : INFO : Epoch 1942 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 2026.57 ms [2021-05-18 14:54:32 main:574] : INFO : Epoch 1943 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 2012.45 ms [2021-05-18 14:54:34 main:574] : INFO : Epoch 1944 | loss: 0.0311891 | val_loss: 0.0311905 | Time: 2006.07 ms [2021-05-18 14:54:36 main:574] : INFO : Epoch 1945 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 2021.35 ms [2021-05-18 14:54:38 main:574] : INFO : Epoch 1946 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 1993.01 ms [2021-05-18 14:54:40 main:574] : INFO : Epoch 1947 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 2000.77 ms [2021-05-18 14:54:42 main:574] : INFO : Epoch 1948 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 2017.57 ms [2021-05-18 14:54:44 main:574] : INFO : Epoch 1949 | loss: 0.0311875 | val_loss: 0.0311891 | Time: 2011.95 ms [2021-05-18 14:54:46 main:574] : INFO : Epoch 1950 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 2006.48 ms [2021-05-18 14:54:49 main:574] : INFO : Epoch 1951 | loss: 0.0311893 | val_loss: 0.0311943 | Time: 1999.47 ms [2021-05-18 14:54:51 main:574] : INFO : Epoch 1952 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 2000.97 ms [2021-05-18 14:54:53 main:574] : INFO : Epoch 1953 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 2003.43 ms [2021-05-18 14:54:55 main:574] : INFO : Epoch 1954 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 2006.2 ms [2021-05-18 14:54:57 main:574] : INFO : Epoch 1955 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 2006.66 ms [2021-05-18 14:54:59 main:574] : INFO : Epoch 1956 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 2008.78 ms [2021-05-18 14:55:01 main:574] : INFO : Epoch 1957 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 2005.07 ms [2021-05-18 14:55:03 main:574] : INFO : Epoch 1958 | loss: 0.031186 | val_loss: 0.03119 | Time: 2064.77 ms [2021-05-18 14:55:05 main:574] : INFO : Epoch 1959 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 2002.93 ms [2021-05-18 14:55:07 main:574] : INFO : Epoch 1960 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 1999.25 ms [2021-05-18 14:55:09 main:574] : INFO : Epoch 1961 | loss: 0.0311861 | val_loss: 0.0311892 | Time: 1998.83 ms [2021-05-18 14:55:11 main:574] : INFO : Epoch 1962 | loss: 0.0311851 | val_loss: 0.0311889 | Time: 2002.56 ms [2021-05-18 14:55:14 main:574] : INFO : Epoch 1963 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 2006.07 ms [2021-05-18 14:55:16 main:574] : INFO : Epoch 1964 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 1998.44 ms [2021-05-18 14:55:18 main:574] : INFO : Epoch 1965 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 2007.68 ms [2021-05-18 14:55:20 main:574] : INFO : Epoch 1966 | loss: 0.0311878 | val_loss: 0.0311904 | Time: 2006.62 ms [2021-05-18 14:55:22 main:574] : INFO : Epoch 1967 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2041.6 ms [2021-05-18 14:55:24 main:574] : INFO : Epoch 1968 | loss: 0.0311875 | val_loss: 0.0311883 | Time: 2018.48 ms [2021-05-18 14:55:26 main:574] : INFO : Epoch 1969 | loss: 0.0311867 | val_loss: 0.0311892 | Time: 2013.25 ms [2021-05-18 14:55:28 main:574] : INFO : Epoch 1970 | loss: 0.0311857 | val_loss: 0.031188 | Time: 1998.05 ms [2021-05-18 14:55:30 main:574] : INFO : Epoch 1971 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 2023.22 ms [2021-05-18 14:55:32 main:574] : INFO : Epoch 1972 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 2003.09 ms [2021-05-18 14:55:34 main:574] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0311895 | Time: 2010.12 ms [2021-05-18 14:55:37 main:574] : INFO : Epoch 1974 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 1992.87 ms [2021-05-18 14:55:39 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311891 | Time: 2022.52 ms [2021-05-18 14:55:41 main:574] : INFO : Epoch 1976 | loss: 0.0311867 | val_loss: 0.031189 | Time: 2003.97 ms [2021-05-18 14:55:43 main:574] : INFO : Epoch 1977 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 2011.45 ms [2021-05-18 14:55:45 main:574] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 2003.32 ms [2021-05-18 14:55:47 main:574] : INFO : Epoch 1979 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 2005.75 ms [2021-05-18 14:55:49 main:574] : INFO : Epoch 1980 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 2012.63 ms [2021-05-18 14:55:51 main:574] : INFO : Epoch 1981 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 2004.24 ms [2021-05-18 14:55:53 main:574] : INFO : Epoch 1982 | loss: 0.0311841 | val_loss: 0.0311924 | Time: 2002.01 ms [2021-05-18 14:55:55 main:574] : INFO : Epoch 1983 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 1997.51 ms [2021-05-18 14:55:57 main:574] : INFO : Epoch 1984 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 2025.77 ms [2021-05-18 14:55:59 main:574] : INFO : Epoch 1985 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 2019.24 ms [2021-05-18 14:56:01 main:574] : INFO : Epoch 1986 | loss: 0.0311876 | val_loss: 0.0311875 | Time: 1993.55 ms [2021-05-18 14:56:04 main:574] : INFO : Epoch 1987 | loss: 0.0311887 | val_loss: 0.0311877 | Time: 2031.2 ms [2021-05-18 14:56:06 main:574] : INFO : Epoch 1988 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 2016.86 ms [2021-05-18 14:56:08 main:574] : INFO : Epoch 1989 | loss: 0.0311853 | val_loss: 0.031187 | Time: 2006.65 ms [2021-05-18 14:56:10 main:574] : INFO : Epoch 1990 | loss: 0.0311858 | val_loss: 0.0311909 | Time: 1985.54 ms [2021-05-18 14:56:12 main:574] : INFO : Epoch 1991 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 2007.75 ms [2021-05-18 14:56:14 main:574] : INFO : Epoch 1992 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 2006.34 ms [2021-05-18 14:56:16 main:574] : INFO : Epoch 1993 | loss: 0.031188 | val_loss: 0.0311998 | Time: 2007.36 ms [2021-05-18 14:56:18 main:574] : INFO : Epoch 1994 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 2016.79 ms [2021-05-18 14:56:20 main:574] : INFO : Epoch 1995 | loss: 0.031186 | val_loss: 0.0311875 | Time: 2009.91 ms [2021-05-18 14:56:22 main:574] : INFO : Epoch 1996 | loss: 0.0311861 | val_loss: 0.0311937 | Time: 2017.26 ms [2021-05-18 14:56:24 main:574] : INFO : Epoch 1997 | loss: 0.0311858 | val_loss: 0.0311911 | Time: 2002.37 ms [2021-05-18 14:56:27 main:574] : INFO : Epoch 1998 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 1989.53 ms [2021-05-18 14:56:29 main:574] : INFO : Epoch 1999 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2003.39 ms [2021-05-18 14:56:31 main:574] : INFO : Epoch 2000 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 2011.55 ms [2021-05-18 14:56:33 main:574] : INFO : Epoch 2001 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 2009.48 ms [2021-05-18 14:56:35 main:574] : INFO : Epoch 2002 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 2021.8 ms [2021-05-18 14:56:37 main:574] : INFO : Epoch 2003 | loss: 0.0311829 | val_loss: 0.0311907 | Time: 2016.04 ms [2021-05-18 14:56:39 main:574] : INFO : Epoch 2004 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 2011.48 ms [2021-05-18 14:56:41 main:574] : INFO : Epoch 2005 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 2023.41 ms [2021-05-18 14:56:43 main:574] : INFO : Epoch 2006 | loss: 0.031182 | val_loss: 0.0311863 | Time: 2002.79 ms [2021-05-18 14:56:45 main:574] : INFO : Epoch 2007 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 2006.86 ms [2021-05-18 14:56:47 main:574] : INFO : Epoch 2008 | loss: 0.0311856 | val_loss: 0.0311962 | Time: 2015.2 ms [2021-05-18 14:56:50 main:574] : INFO : Epoch 2009 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 1991.93 ms [2021-05-18 14:56:52 main:574] : INFO : Epoch 2010 | loss: 0.0311853 | val_loss: 0.0311927 | Time: 2000.42 ms [2021-05-18 14:56:54 main:574] : INFO : Epoch 2011 | loss: 0.0311887 | val_loss: 0.031187 | Time: 1990 ms [2021-05-18 14:56:56 main:574] : INFO : Epoch 2012 | loss: 0.0311883 | val_loss: 0.0312005 | Time: 2019.06 ms [2021-05-18 14:56:58 main:574] : INFO : Epoch 2013 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 2018.99 ms [2021-05-18 14:57:00 main:574] : INFO : Epoch 2014 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 2000.7 ms [2021-05-18 14:57:02 main:574] : INFO : Epoch 2015 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 2021.59 ms [2021-05-18 14:57:04 main:574] : INFO : Epoch 2016 | loss: 0.031186 | val_loss: 0.0311934 | Time: 2007.86 ms [2021-05-18 14:57:06 main:574] : INFO : Epoch 2017 | loss: 0.0311866 | val_loss: 0.031193 | Time: 2029.9 ms [2021-05-18 14:57:08 main:574] : INFO : Epoch 2018 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 2031.84 ms [2021-05-18 14:57:10 main:574] : INFO : Epoch 2019 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 2002.17 ms [2021-05-18 14:57:12 main:574] : INFO : Epoch 2020 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 1996.7 ms [2021-05-18 14:57:15 main:574] : INFO : Epoch 2021 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 1993.78 ms [2021-05-18 14:57:17 main:574] : INFO : Epoch 2022 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 2016.22 ms [2021-05-18 14:57:19 main:574] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0312029 | Time: 2026.56 ms [2021-05-18 14:57:21 main:574] : INFO : Epoch 2024 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 2010.51 ms [2021-05-18 14:57:23 main:574] : INFO : Epoch 2025 | loss: 0.031188 | val_loss: 0.031185 | Time: 2010.29 ms [2021-05-18 14:57:25 main:574] : INFO : Epoch 2026 | loss: 0.0311934 | val_loss: 0.0312134 | Time: 2022.44 ms [2021-05-18 14:57:27 main:574] : INFO : Epoch 2027 | loss: 0.0311911 | val_loss: 0.031193 | Time: 2004.41 ms [2021-05-18 14:57:29 main:574] : INFO : Epoch 2028 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 1998.22 ms [2021-05-18 14:57:31 main:574] : INFO : Epoch 2029 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 2004.83 ms [2021-05-18 14:57:33 main:574] : INFO : Epoch 2030 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2016.76 ms [2021-05-18 14:57:35 main:574] : INFO : Epoch 2031 | loss: 0.0311842 | val_loss: 0.0311838 | Time: 2023.72 ms [2021-05-18 14:57:38 main:574] : INFO : Epoch 2032 | loss: 0.0311858 | val_loss: 0.0311942 | Time: 2007.57 ms [2021-05-18 14:57:40 main:574] : INFO : Epoch 2033 | loss: 0.0311873 | val_loss: 0.0311823 | Time: 2031.31 ms [2021-05-18 14:57:42 main:574] : INFO : Epoch 2034 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2028.68 ms [2021-05-18 14:57:44 main:574] : INFO : Epoch 2035 | loss: 0.0311822 | val_loss: 0.0311827 | Time: 2021.82 ms [2021-05-18 14:57:46 main:574] : INFO : Epoch 2036 | loss: 0.0311818 | val_loss: 0.0311881 | Time: 2023.72 ms [2021-05-18 14:57:48 main:574] : INFO : Epoch 2037 | loss: 0.0311838 | val_loss: 0.031187 | Time: 2073.65 ms [2021-05-18 14:57:50 main:574] : INFO : Epoch 2038 | loss: 0.0311877 | val_loss: 0.0311842 | Time: 2108.45 ms [2021-05-18 14:57:53 main:574] : INFO : Epoch 2039 | loss: 0.0311906 | val_loss: 0.0311928 | Time: 2358.93 ms [2021-05-18 14:57:55 main:574] : INFO : Epoch 2040 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 2030.24 ms [2021-05-18 14:57:57 main:574] : INFO : Epoch 2041 | loss: 0.0311873 | val_loss: 0.0311863 | Time: 1996.37 ms [2021-05-18 14:57:59 main:574] : INFO : Epoch 2042 | loss: 0.0311852 | val_loss: 0.0311875 | Time: 2002.66 ms [2021-05-18 14:58:01 main:574] : INFO : Epoch 2043 | loss: 0.0311837 | val_loss: 0.0311822 | Time: 2029.66 ms [2021-05-18 14:58:03 main:574] : INFO : Epoch 2044 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 2030.96 ms [2021-05-18 14:58:05 main:574] : INFO : Epoch 2045 | loss: 0.0311849 | val_loss: 0.0311824 | Time: 1998.91 ms [2021-05-18 14:58:07 main:574] : INFO : Epoch 2046 | loss: 0.0311823 | val_loss: 0.0311909 | Time: 2000.07 ms [2021-05-18 14:58:09 main:574] : INFO : Epoch 2047 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 2002.09 ms [2021-05-18 14:58:11 main:574] : INFO : Epoch 2048 | loss: 0.0311795 | val_loss: 0.0311839 | Time: 2005.27 ms [2021-05-18 14:58:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311839 [2021-05-18 14:58:12 main:603] : INFO : Saving end state to config to file [2021-05-18 14:58:12 main:608] : INFO : Success, exiting.. 14:58:12 (1240): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)