Task 14630967
| Name | ParityModified-1647043807-12377-3-0_1 |
| Workunit | 11639734 |
| Created | 27 Apr 2022, 9:49:50 UTC |
| Sent | 27 Apr 2022, 9:51:25 UTC |
| Report deadline | 5 May 2022, 9:51:25 UTC |
| Received | 27 Apr 2022, 11:01:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 8 min 29 sec |
| CPU time | 1 hours 8 min 27 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 | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 04-27 12:43:00 main:581] : INFO : Epoch 1538 | loss: 0.0311907 | val_loss: 0.0312036 | Time: 2000.76 ms [2022-04-27 12:43:02 main:581] : INFO : Epoch 1539 | loss: 0.0311898 | val_loss: 0.0312035 | Time: 2028.56 ms [2022-04-27 12:43:04 main:581] : INFO : Epoch 1540 | loss: 0.0311895 | val_loss: 0.031204 | Time: 1985.34 ms [2022-04-27 12:43:06 main:581] : INFO : Epoch 1541 | loss: 0.0311894 | val_loss: 0.0312038 | Time: 2039.66 ms [2022-04-27 12:43:08 main:581] : INFO : Epoch 1542 | loss: 0.0311892 | val_loss: 0.0312083 | Time: 1995.99 ms [2022-04-27 12:43:10 main:581] : INFO : Epoch 1543 | loss: 0.0311925 | val_loss: 0.0312038 | Time: 2003.85 ms [2022-04-27 12:43:12 main:581] : INFO : Epoch 1544 | loss: 0.0311921 | val_loss: 0.0312053 | Time: 2013.51 ms [2022-04-27 12:43:14 main:581] : INFO : Epoch 1545 | loss: 0.0311909 | val_loss: 0.031204 | Time: 1990.81 ms [2022-04-27 12:43:16 main:581] : INFO : Epoch 1546 | loss: 0.0311906 | val_loss: 0.031204 | Time: 2027.66 ms [2022-04-27 12:43:18 main:581] : INFO : Epoch 1547 | loss: 0.0311913 | val_loss: 0.0312029 | Time: 1990.69 ms [2022-04-27 12:43:20 main:581] : INFO : Epoch 1548 | loss: 0.0311976 | val_loss: 0.0312071 | Time: 2002.86 ms [2022-04-27 12:43:22 main:581] : INFO : Epoch 1549 | loss: 0.0311991 | val_loss: 0.0312049 | Time: 2000.57 ms [2022-04-27 12:43:24 main:581] : INFO : Epoch 1550 | loss: 0.031198 | val_loss: 0.0312045 | Time: 1993.59 ms [2022-04-27 12:43:26 main:581] : INFO : Epoch 1551 | loss: 0.0311983 | val_loss: 0.031206 | Time: 2025.44 ms [2022-04-27 12:43:28 main:581] : INFO : Epoch 1552 | loss: 0.0311967 | val_loss: 0.031205 | Time: 1992.15 ms [2022-04-27 12:43:30 main:581] : INFO : Epoch 1553 | loss: 0.0311978 | val_loss: 0.0312091 | Time: 1991.96 ms [2022-04-27 12:43:32 main:581] : INFO : Epoch 1554 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 1998.85 ms [2022-04-27 12:43:34 main:581] : INFO : Epoch 1555 | loss: 0.031196 | val_loss: 0.0312031 | Time: 1994.86 ms [2022-04-27 12:43:36 main:581] : INFO : Epoch 1556 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 2027.21 ms [2022-04-27 12:43:38 main:581] : INFO : Epoch 1557 | loss: 0.0311953 | val_loss: 0.0312031 | Time: 1984.26 ms [2022-04-27 12:43:40 main:581] : INFO : Epoch 1558 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 1992.82 ms [2022-04-27 12:43:42 main:581] : INFO : Epoch 1559 | loss: 0.0311978 | val_loss: 0.0312047 | Time: 2027.66 ms [2022-04-27 12:43:44 main:581] : INFO : Epoch 1560 | loss: 0.031198 | val_loss: 0.0312038 | Time: 1992 ms [2022-04-27 12:43:46 main:581] : INFO : Epoch 1561 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 2015.28 ms [2022-04-27 12:43:48 main:581] : INFO : Epoch 1562 | loss: 0.031199 | val_loss: 0.0312059 | Time: 1990.32 ms [2022-04-27 12:43:50 main:581] : INFO : Epoch 1563 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 2002 ms [2022-04-27 12:43:52 main:581] : INFO : Epoch 1564 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 2020.79 ms [2022-04-27 12:43:54 main:581] : INFO : Epoch 1565 | loss: 0.0311998 | val_loss: 0.0312049 | Time: 1985.68 ms [2022-04-27 12:43:56 main:581] : INFO : Epoch 1566 | loss: 0.0311993 | val_loss: 0.0312045 | Time: 2010.9 ms [2022-04-27 12:43:58 main:581] : INFO : Epoch 1567 | loss: 0.0311988 | val_loss: 0.0312032 | Time: 2004.8 ms [2022-04-27 12:44:00 main:581] : INFO : Epoch 1568 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 2012.33 ms [2022-04-27 12:44:02 main:581] : INFO : Epoch 1569 | loss: 0.0311974 | val_loss: 0.0312057 | Time: 1986.71 ms [2022-04-27 12:44:04 main:581] : INFO : Epoch 1570 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 1989.88 ms [2022-04-27 12:44:06 main:581] : INFO : Epoch 1571 | loss: 0.0311983 | val_loss: 0.0312048 | Time: 2019.58 ms [2022-04-27 12:44:08 main:581] : INFO : Epoch 1572 | loss: 0.0311981 | val_loss: 0.0312092 | Time: 1989.97 ms [2022-04-27 12:44:10 main:581] : INFO : Epoch 1573 | loss: 0.0311984 | val_loss: 0.0312042 | Time: 1987.08 ms [2022-04-27 12:44:12 main:581] : INFO : Epoch 1574 | loss: 0.031198 | val_loss: 0.0312053 | Time: 2013.03 ms [2022-04-27 12:44:14 main:581] : INFO : Epoch 1575 | loss: 0.0311994 | val_loss: 0.0312035 | Time: 1997.48 ms [2022-04-27 12:44:16 main:581] : INFO : Epoch 1576 | loss: 0.0311989 | val_loss: 0.0312037 | Time: 2023.95 ms [2022-04-27 12:44:18 main:581] : INFO : Epoch 1577 | loss: 0.0311989 | val_loss: 0.0312036 | Time: 1980.6 ms [2022-04-27 12:44:20 main:581] : INFO : Epoch 1578 | loss: 0.0311989 | val_loss: 0.0312037 | Time: 2001.95 ms [2022-04-27 12:44:22 main:581] : INFO : Epoch 1579 | loss: 0.0311998 | val_loss: 0.0312053 | Time: 2005.08 ms [2022-04-27 12:44:24 main:581] : INFO : Epoch 1580 | loss: 0.0311978 | val_loss: 0.0312017 | Time: 1997.24 ms [2022-04-27 12:44:26 main:581] : INFO : Epoch 1581 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 1999.07 ms [2022-04-27 12:44:28 main:581] : INFO : Epoch 1582 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 1998.95 ms [2022-04-27 12:44:30 main:581] : INFO : Epoch 1583 | loss: 0.0311966 | val_loss: 0.0312019 | Time: 2001.31 ms [2022-04-27 12:44:32 main:581] : INFO : Epoch 1584 | loss: 0.0311976 | val_loss: 0.031202 | Time: 2010.29 ms [2022-04-27 12:44:34 main:581] : INFO : Epoch 1585 | loss: 0.0311991 | val_loss: 0.0312029 | Time: 1988.17 ms [2022-04-27 12:44:36 main:581] : INFO : Epoch 1586 | loss: 0.0311995 | val_loss: 0.0312037 | Time: 2024.22 ms [2022-04-27 12:44:38 main:581] : INFO : Epoch 1587 | loss: 0.0311993 | val_loss: 0.0312032 | Time: 1999.52 ms [2022-04-27 12:44:40 main:581] : INFO : Epoch 1588 | loss: 0.0312001 | val_loss: 0.0312048 | Time: 2012.03 ms [2022-04-27 12:44:42 main:581] : INFO : Epoch 1589 | loss: 0.031199 | val_loss: 0.0312034 | Time: 1996 ms [2022-04-27 12:44:44 main:581] : INFO : Epoch 1590 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 1982.25 ms [2022-04-27 12:44:46 main:581] : INFO : Epoch 1591 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 2025.7 ms [2022-04-27 12:44:48 main:581] : INFO : Epoch 1592 | loss: 0.0311953 | val_loss: 0.0312007 | Time: 1998.1 ms [2022-04-27 12:44:50 main:581] : INFO : Epoch 1593 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 2006.25 ms [2022-04-27 12:44:52 main:581] : INFO : Epoch 1594 | loss: 0.031196 | val_loss: 0.0312033 | Time: 2012.89 ms [2022-04-27 12:44:54 main:581] : INFO : Epoch 1595 | loss: 0.0311967 | val_loss: 0.03121 | Time: 2003.46 ms [2022-04-27 12:44:56 main:581] : INFO : Epoch 1596 | loss: 0.031198 | val_loss: 0.0312013 | Time: 2030.53 ms [2022-04-27 12:44:58 main:581] : INFO : Epoch 1597 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 1994.86 ms [2022-04-27 12:45:00 main:581] : INFO : Epoch 1598 | loss: 0.031194 | val_loss: 0.0312009 | Time: 2002.58 ms [2022-04-27 12:45:02 main:581] : INFO : Epoch 1599 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 1995.16 ms [2022-04-27 12:45:04 main:581] : INFO : Epoch 1600 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 1996.89 ms [2022-04-27 12:45:06 main:581] : INFO : Epoch 1601 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 2007.14 ms [2022-04-27 12:45:08 main:581] : INFO : Epoch 1602 | loss: 0.0311953 | val_loss: 0.0312012 | Time: 1980.19 ms [2022-04-27 12:45:10 main:581] : INFO : Epoch 1603 | loss: 0.0311953 | val_loss: 0.0312106 | Time: 2014.96 ms [2022-04-27 12:45:12 main:581] : INFO : Epoch 1604 | loss: 0.0311954 | val_loss: 0.0312032 | Time: 2007.54 ms [2022-04-27 12:45:14 main:581] : INFO : Epoch 1605 | loss: 0.0311957 | val_loss: 0.0312035 | Time: 2000.11 ms [2022-04-27 12:45:16 main:581] : INFO : Epoch 1606 | loss: 0.0311968 | val_loss: 0.0312014 | Time: 2008.99 ms [2022-04-27 12:45:18 main:581] : INFO : Epoch 1607 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 1997.15 ms [2022-04-27 12:45:20 main:581] : INFO : Epoch 1608 | loss: 0.0311966 | val_loss: 0.031202 | Time: 2009.55 ms [2022-04-27 12:45:22 main:581] : INFO : Epoch 1609 | loss: 0.0311977 | val_loss: 0.031201 | Time: 1999.39 ms [2022-04-27 12:45:24 main:581] : INFO : Epoch 1610 | loss: 0.0311982 | val_loss: 0.0312015 | Time: 1989.62 ms [2022-04-27 12:45:26 main:581] : INFO : Epoch 1611 | loss: 0.0311974 | val_loss: 0.0312019 | Time: 2007.39 ms [2022-04-27 12:45:28 main:581] : INFO : Epoch 1612 | loss: 0.0311966 | val_loss: 0.0312043 | Time: 2003.27 ms [2022-04-27 12:45:30 main:581] : INFO : Epoch 1613 | loss: 0.0311968 | val_loss: 0.0312034 | Time: 2019.5 ms [2022-04-27 12:45:32 main:581] : INFO : Epoch 1614 | loss: 0.0311962 | val_loss: 0.031202 | Time: 1983.24 ms [2022-04-27 12:45:34 main:581] : INFO : Epoch 1615 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 1988.44 ms [2022-04-27 12:45:36 main:581] : INFO : Epoch 1616 | loss: 0.0311947 | val_loss: 0.0312055 | Time: 2011.15 ms [2022-04-27 12:45:38 main:581] : INFO : Epoch 1617 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 2003.66 ms [2022-04-27 12:45:40 main:581] : INFO : Epoch 1618 | loss: 0.0311962 | val_loss: 0.0312054 | Time: 1994.14 ms [2022-04-27 12:45:42 main:581] : INFO : Epoch 1619 | loss: 0.0311956 | val_loss: 0.0312012 | Time: 1997.57 ms [2022-04-27 12:45:44 main:581] : INFO : Epoch 1620 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 1985.13 ms [2022-04-27 12:45:46 main:581] : INFO : Epoch 1621 | loss: 0.0311941 | val_loss: 0.0312 | Time: 2013.32 ms [2022-04-27 12:45:48 main:581] : INFO : Epoch 1622 | loss: 0.0311946 | val_loss: 0.0312011 | Time: 1993.62 ms [2022-04-27 12:45:50 main:581] : INFO : Epoch 1623 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 2027.5 ms [2022-04-27 12:45:52 main:581] : INFO : Epoch 1624 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 1986.45 ms [2022-04-27 12:45:54 main:581] : INFO : Epoch 1625 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 1996.77 ms [2022-04-27 12:45:56 main:581] : INFO : Epoch 1626 | loss: 0.0312103 | val_loss: 0.0312055 | Time: 2008.53 ms [2022-04-27 12:45:58 main:581] : INFO : Epoch 1627 | loss: 0.031217 | val_loss: 0.0312132 | Time: 1979.77 ms [2022-04-27 12:46:00 main:581] : INFO : Epoch 1628 | loss: 0.0312007 | val_loss: 0.0312084 | Time: 2007.36 ms [2022-04-27 12:46:02 main:581] : INFO : Epoch 1629 | loss: 0.0312 | val_loss: 0.0312005 | Time: 2010.38 ms [2022-04-27 12:46:04 main:581] : INFO : Epoch 1630 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2002.35 ms [2022-04-27 12:46:06 main:581] : INFO : Epoch 1631 | loss: 0.0311946 | val_loss: 0.0312013 | Time: 2010.55 ms [2022-04-27 12:46:08 main:581] : INFO : Epoch 1632 | loss: 0.0311937 | val_loss: 0.0312015 | Time: 1990.01 ms [2022-04-27 12:46:10 main:581] : INFO : Epoch 1633 | loss: 0.0311935 | val_loss: 0.0312015 | Time: 2026.29 ms [2022-04-27 12:46:12 main:581] : INFO : Epoch 1634 | loss: 0.0311929 | val_loss: 0.0311994 | Time: 1993.78 ms [2022-04-27 12:46:14 main:581] : INFO : Epoch 1635 | loss: 0.0311927 | val_loss: 0.0312008 | Time: 1981.28 ms [2022-04-27 12:46:16 main:581] : INFO : Epoch 1636 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 2023.77 ms [2022-04-27 12:46:18 main:581] : INFO : Epoch 1637 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 2002.41 ms [2022-04-27 12:46:20 main:581] : INFO : Epoch 1638 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 2014.36 ms [2022-04-27 12:46:22 main:581] : INFO : Epoch 1639 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 1982.98 ms [2022-04-27 12:46:24 main:581] : INFO : Epoch 1640 | loss: 0.0311929 | val_loss: 0.0312031 | Time: 1991.06 ms [2022-04-27 12:46:26 main:581] : INFO : Epoch 1641 | loss: 0.0311926 | val_loss: 0.0312002 | Time: 2021.79 ms [2022-04-27 12:46:28 main:581] : INFO : Epoch 1642 | loss: 0.0311915 | val_loss: 0.0312 | Time: 1996.44 ms [2022-04-27 12:46:30 main:581] : INFO : Epoch 1643 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 2016.47 ms [2022-04-27 12:46:32 main:581] : INFO : Epoch 1644 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 1992.54 ms [2022-04-27 12:46:34 main:581] : INFO : Epoch 1645 | loss: 0.0311932 | val_loss: 0.031203 | Time: 1994.42 ms [2022-04-27 12:46:36 main:581] : INFO : Epoch 1646 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 2022.03 ms [2022-04-27 12:46:38 main:581] : INFO : Epoch 1647 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 1984.21 ms [2022-04-27 12:46:40 main:581] : INFO : Epoch 1648 | loss: 0.0311956 | val_loss: 0.0312031 | Time: 2014.09 ms [2022-04-27 12:46:42 main:581] : INFO : Epoch 1649 | loss: 0.0311982 | val_loss: 0.031201 | Time: 1990.44 ms [2022-04-27 12:46:44 main:581] : INFO : Epoch 1650 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 1992.33 ms [2022-04-27 12:46:46 main:581] : INFO : Epoch 1651 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 2017.36 ms [2022-04-27 12:46:48 main:581] : INFO : Epoch 1652 | loss: 0.0311936 | val_loss: 0.0312028 | Time: 1990.26 ms [2022-04-27 12:46:50 main:581] : INFO : Epoch 1653 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 2019.52 ms [2022-04-27 12:46:52 main:581] : INFO : Epoch 1654 | loss: 0.0311927 | val_loss: 0.0312 | Time: 2000.44 ms [2022-04-27 12:46:54 main:581] : INFO : Epoch 1655 | loss: 0.031194 | val_loss: 0.0312028 | Time: 1991.31 ms [2022-04-27 12:46:56 main:581] : INFO : Epoch 1656 | loss: 0.0311935 | val_loss: 0.0312035 | Time: 2022.9 ms [2022-04-27 12:46:58 main:581] : INFO : Epoch 1657 | loss: 0.0311946 | val_loss: 0.0312015 | Time: 1983.82 ms [2022-04-27 12:47:00 main:581] : INFO : Epoch 1658 | loss: 0.0311933 | val_loss: 0.0312004 | Time: 2014.34 ms [2022-04-27 12:47:02 main:581] : INFO : Epoch 1659 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 2000.43 ms [2022-04-27 12:47:04 main:581] : INFO : Epoch 1660 | loss: 0.031195 | val_loss: 0.0312032 | Time: 1991.01 ms [2022-04-27 12:47:06 main:581] : INFO : Epoch 1661 | loss: 0.0311965 | val_loss: 0.0312027 | Time: 2030.85 ms [2022-04-27 12:47:08 main:581] : INFO : Epoch 1662 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 1997.59 ms [2022-04-27 12:47:10 main:581] : INFO : Epoch 1663 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 2032.52 ms [2022-04-27 12:47:12 main:581] : INFO : Epoch 1664 | loss: 0.0311945 | val_loss: 0.0312028 | Time: 1989.83 ms [2022-04-27 12:47:14 main:581] : INFO : Epoch 1665 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 1990.5 ms [2022-04-27 12:47:16 main:581] : INFO : Epoch 1666 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 2012.61 ms [2022-04-27 12:47:18 main:581] : INFO : Epoch 1667 | loss: 0.0312103 | val_loss: 0.0312077 | Time: 1995.35 ms [2022-04-27 12:47:20 main:581] : INFO : Epoch 1668 | loss: 0.0312077 | val_loss: 0.0312068 | Time: 2014.77 ms [2022-04-27 12:47:22 main:581] : INFO : Epoch 1669 | loss: 0.0312056 | val_loss: 0.0312076 | Time: 1994.08 ms [2022-04-27 12:47:24 main:581] : INFO : Epoch 1670 | loss: 0.0312047 | val_loss: 0.0312067 | Time: 2000.37 ms [2022-04-27 12:47:26 main:581] : INFO : Epoch 1671 | loss: 0.031204 | val_loss: 0.031207 | Time: 2039.95 ms [2022-04-27 12:47:28 main:581] : INFO : Epoch 1672 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 1989.63 ms [2022-04-27 12:47:30 main:581] : INFO : Epoch 1673 | loss: 0.0312055 | val_loss: 0.0312045 | Time: 2022.28 ms [2022-04-27 12:47:32 main:581] : INFO : Epoch 1674 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 1992.66 ms [2022-04-27 12:47:34 main:581] : INFO : Epoch 1675 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 1991.89 ms [2022-04-27 12:47:36 main:581] : INFO : Epoch 1676 | loss: 0.0312045 | val_loss: 0.0312052 | Time: 1996.82 ms [2022-04-27 12:47:38 main:581] : INFO : Epoch 1677 | loss: 0.0312037 | val_loss: 0.0312054 | Time: 1993.23 ms [2022-04-27 12:47:40 main:581] : INFO : Epoch 1678 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 2020.52 ms [2022-04-27 12:47:42 main:581] : INFO : Epoch 1679 | loss: 0.031203 | val_loss: 0.0312044 | Time: 1999.64 ms [2022-04-27 12:47:44 main:581] : INFO : Epoch 1680 | loss: 0.0312035 | val_loss: 0.0312061 | Time: 1989.09 ms [2022-04-27 12:47:46 main:581] : INFO : Epoch 1681 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 2034.72 ms [2022-04-27 12:47:48 main:581] : INFO : Epoch 1682 | loss: 0.0312049 | val_loss: 0.031205 | Time: 1991.77 ms [2022-04-27 12:47:50 main:581] : INFO : Epoch 1683 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 2004.02 ms [2022-04-27 12:47:52 main:581] : INFO : Epoch 1684 | loss: 0.0312058 | val_loss: 0.031204 | Time: 1988.85 ms [2022-04-27 12:47:54 main:581] : INFO : Epoch 1685 | loss: 0.0312028 | val_loss: 0.0312043 | Time: 1994.23 ms [2022-04-27 12:47:56 main:581] : INFO : Epoch 1686 | loss: 0.0312025 | val_loss: 0.0312033 | Time: 2024.47 ms [2022-04-27 12:47:58 main:581] : INFO : Epoch 1687 | loss: 0.0312012 | val_loss: 0.031204 | Time: 2005.78 ms [2022-04-27 12:48:00 main:581] : INFO : Epoch 1688 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 2023.05 ms [2022-04-27 12:48:02 main:581] : INFO : Epoch 1689 | loss: 0.0312016 | val_loss: 0.031206 | Time: 1985.32 ms [2022-04-27 12:48:04 main:581] : INFO : Epoch 1690 | loss: 0.0312014 | val_loss: 0.0312092 | Time: 1987.67 ms [2022-04-27 12:48:06 main:581] : INFO : Epoch 1691 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 2026.06 ms [2022-04-27 12:48:08 main:581] : INFO : Epoch 1692 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 1990.59 ms [2022-04-27 12:48:10 main:581] : INFO : Epoch 1693 | loss: 0.0312046 | val_loss: 0.0312078 | Time: 2021.05 ms [2022-04-27 12:48:12 main:581] : INFO : Epoch 1694 | loss: 0.0312027 | val_loss: 0.0312035 | Time: 1988.15 ms [2022-04-27 12:48:14 main:581] : INFO : Epoch 1695 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 2002 ms [2022-04-27 12:48:16 main:581] : INFO : Epoch 1696 | loss: 0.0312055 | val_loss: 0.0312144 | Time: 2016.21 ms [2022-04-27 12:48:18 main:581] : INFO : Epoch 1697 | loss: 0.0312134 | val_loss: 0.031214 | Time: 1993.65 ms [2022-04-27 12:48:20 main:581] : INFO : Epoch 1698 | loss: 0.0312125 | val_loss: 0.0312121 | Time: 1999.41 ms [2022-04-27 12:48:22 main:581] : INFO : Epoch 1699 | loss: 0.0312102 | val_loss: 0.031212 | Time: 2009.01 ms [2022-04-27 12:48:24 main:581] : INFO : Epoch 1700 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 1994.47 ms [2022-04-27 12:48:26 main:581] : INFO : Epoch 1701 | loss: 0.0312083 | val_loss: 0.0312128 | Time: 1997.85 ms [2022-04-27 12:48:28 main:581] : INFO : Epoch 1702 | loss: 0.0312093 | val_loss: 0.0312097 | Time: 1984.06 ms [2022-04-27 12:48:30 main:581] : INFO : Epoch 1703 | loss: 0.0312093 | val_loss: 0.0312101 | Time: 2025.45 ms [2022-04-27 12:48:32 main:581] : INFO : Epoch 1704 | loss: 0.0312091 | val_loss: 0.031209 | Time: 1998.06 ms [2022-04-27 12:48:34 main:581] : INFO : Epoch 1705 | loss: 0.0312086 | val_loss: 0.0312078 | Time: 1987.94 ms [2022-04-27 12:48:36 main:581] : INFO : Epoch 1706 | loss: 0.0312088 | val_loss: 0.0312079 | Time: 2020.39 ms [2022-04-27 12:48:38 main:581] : INFO : Epoch 1707 | loss: 0.0312085 | val_loss: 0.0312069 | Time: 1994.19 ms [2022-04-27 12:48:40 main:581] : INFO : Epoch 1708 | loss: 0.0312091 | val_loss: 0.0312078 | Time: 2010.75 ms [2022-04-27 12:48:42 main:581] : INFO : Epoch 1709 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 1990.03 ms [2022-04-27 12:48:44 main:581] : INFO : Epoch 1710 | loss: 0.0312065 | val_loss: 0.0312073 | Time: 1993.85 ms [2022-04-27 12:48:46 main:581] : INFO : Epoch 1711 | loss: 0.0312065 | val_loss: 0.0312062 | Time: 2015.3 ms [2022-04-27 12:48:48 main:581] : INFO : Epoch 1712 | loss: 0.0312062 | val_loss: 0.0312072 | Time: 1989.58 ms [2022-04-27 12:48:50 main:581] : INFO : Epoch 1713 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 2006.1 ms [2022-04-27 12:48:52 main:581] : INFO : Epoch 1714 | loss: 0.0312101 | val_loss: 0.0312083 | Time: 1999.83 ms [2022-04-27 12:48:54 main:581] : INFO : Epoch 1715 | loss: 0.0312058 | val_loss: 0.0312065 | Time: 1990.41 ms [2022-04-27 12:48:56 main:581] : INFO : Epoch 1716 | loss: 0.0312051 | val_loss: 0.0312066 | Time: 2019.86 ms [2022-04-27 12:48:58 main:581] : INFO : Epoch 1717 | loss: 0.0312049 | val_loss: 0.0312051 | Time: 1995.81 ms [2022-04-27 12:49:00 main:581] : INFO : Epoch 1718 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 2017.24 ms [2022-04-27 12:49:02 main:581] : INFO : Epoch 1719 | loss: 0.0312039 | val_loss: 0.031206 | Time: 1990.47 ms [2022-04-27 12:49:04 main:581] : INFO : Epoch 1720 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1996.7 ms [2022-04-27 12:49:06 main:581] : INFO : Epoch 1721 | loss: 0.0312039 | val_loss: 0.0312077 | Time: 2023.04 ms [2022-04-27 12:49:08 main:581] : INFO : Epoch 1722 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 1993.45 ms [2022-04-27 12:49:10 main:581] : INFO : Epoch 1723 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 2039.02 ms [2022-04-27 12:49:12 main:581] : INFO : Epoch 1724 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 1995.77 ms [2022-04-27 12:49:14 main:581] : INFO : Epoch 1725 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 1991.87 ms [2022-04-27 12:49:16 main:581] : INFO : Epoch 1726 | loss: 0.0312066 | val_loss: 0.031207 | Time: 2010.93 ms [2022-04-27 12:49:18 main:581] : INFO : Epoch 1727 | loss: 0.0312066 | val_loss: 0.0312085 | Time: 1989.51 ms [2022-04-27 12:49:20 main:581] : INFO : Epoch 1728 | loss: 0.0312043 | val_loss: 0.031208 | Time: 2021.31 ms [2022-04-27 12:49:22 main:581] : INFO : Epoch 1729 | loss: 0.0312034 | val_loss: 0.0312069 | Time: 1996.69 ms [2022-04-27 12:49:24 main:581] : INFO : Epoch 1730 | loss: 0.0312038 | val_loss: 0.0312098 | Time: 1990.72 ms [2022-04-27 12:49:26 main:581] : INFO : Epoch 1731 | loss: 0.0312067 | val_loss: 0.0312078 | Time: 2005.92 ms [2022-04-27 12:49:28 main:581] : INFO : Epoch 1732 | loss: 0.0312037 | val_loss: 0.0312072 | Time: 2007.64 ms [2022-04-27 12:49:30 main:581] : INFO : Epoch 1733 | loss: 0.0312035 | val_loss: 0.031207 | Time: 2024.27 ms [2022-04-27 12:49:32 main:581] : INFO : Epoch 1734 | loss: 0.0312038 | val_loss: 0.0312073 | Time: 1987.6 ms [2022-04-27 12:49:34 main:581] : INFO : Epoch 1735 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 1990.19 ms [2022-04-27 12:49:36 main:581] : INFO : Epoch 1736 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2019.31 ms [2022-04-27 12:49:38 main:581] : INFO : Epoch 1737 | loss: 0.0312041 | val_loss: 0.031209 | Time: 1990.08 ms [2022-04-27 12:49:40 main:581] : INFO : Epoch 1738 | loss: 0.0312057 | val_loss: 0.0312075 | Time: 2003.95 ms [2022-04-27 12:49:42 main:581] : INFO : Epoch 1739 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1992.34 ms [2022-04-27 12:49:44 main:581] : INFO : Epoch 1740 | loss: 0.0312036 | val_loss: 0.0312072 | Time: 2010.04 ms [2022-04-27 12:49:46 main:581] : INFO : Epoch 1741 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 2029.55 ms [2022-04-27 12:49:48 main:581] : INFO : Epoch 1742 | loss: 0.0312042 | val_loss: 0.0312062 | Time: 1998.45 ms [2022-04-27 12:49:50 main:581] : INFO : Epoch 1743 | loss: 0.0312039 | val_loss: 0.0312065 | Time: 2007.64 ms [2022-04-27 12:49:52 main:581] : INFO : Epoch 1744 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1990.51 ms [2022-04-27 12:49:54 main:581] : INFO : Epoch 1745 | loss: 0.0312055 | val_loss: 0.0312084 | Time: 2007.59 ms [2022-04-27 12:49:56 main:581] : INFO : Epoch 1746 | loss: 0.0312048 | val_loss: 0.0312099 | Time: 2006.71 ms [2022-04-27 12:49:58 main:581] : INFO : Epoch 1747 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 1993.32 ms [2022-04-27 12:50:00 main:581] : INFO : Epoch 1748 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 2022.39 ms [2022-04-27 12:50:02 main:581] : INFO : Epoch 1749 | loss: 0.0312054 | val_loss: 0.031206 | Time: 2001.39 ms [2022-04-27 12:50:04 main:581] : INFO : Epoch 1750 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 1992.54 ms [2022-04-27 12:50:06 main:581] : INFO : Epoch 1751 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 2021.63 ms [2022-04-27 12:50:08 main:581] : INFO : Epoch 1752 | loss: 0.0312033 | val_loss: 0.0312071 | Time: 1993.71 ms [2022-04-27 12:50:10 main:581] : INFO : Epoch 1753 | loss: 0.0312027 | val_loss: 0.0312059 | Time: 2016.72 ms [2022-04-27 12:50:12 main:581] : INFO : Epoch 1754 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 2003.93 ms [2022-04-27 12:50:14 main:581] : INFO : Epoch 1755 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2001.43 ms [2022-04-27 12:50:16 main:581] : INFO : Epoch 1756 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 2026.94 ms [2022-04-27 12:50:18 main:581] : INFO : Epoch 1757 | loss: 0.0312017 | val_loss: 0.0312057 | Time: 2005.54 ms [2022-04-27 12:50:20 main:581] : INFO : Epoch 1758 | loss: 0.0312019 | val_loss: 0.031205 | Time: 2028.28 ms [2022-04-27 12:50:22 main:581] : INFO : Epoch 1759 | loss: 0.0312009 | val_loss: 0.0312044 | Time: 2000.89 ms [2022-04-27 12:50:24 main:581] : INFO : Epoch 1760 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 1997.45 ms [2022-04-27 12:50:26 main:581] : INFO : Epoch 1761 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 2068.75 ms [2022-04-27 12:50:28 main:581] : INFO : Epoch 1762 | loss: 0.0312016 | val_loss: 0.0312065 | Time: 1998.73 ms [2022-04-27 12:50:30 main:581] : INFO : Epoch 1763 | loss: 0.0312011 | val_loss: 0.0312056 | Time: 2022.66 ms [2022-04-27 12:50:32 main:581] : INFO : Epoch 1764 | loss: 0.0312009 | val_loss: 0.031206 | Time: 1993.08 ms [2022-04-27 12:50:34 main:581] : INFO : Epoch 1765 | loss: 0.0312029 | val_loss: 0.031207 | Time: 2017.74 ms [2022-04-27 12:50:36 main:581] : INFO : Epoch 1766 | loss: 0.0312026 | val_loss: 0.0312051 | Time: 2027.21 ms [2022-04-27 12:50:38 main:581] : INFO : Epoch 1767 | loss: 0.0312019 | val_loss: 0.0312061 | Time: 1992.71 ms [2022-04-27 12:50:40 main:581] : INFO : Epoch 1768 | loss: 0.0312042 | val_loss: 0.0312096 | Time: 2018.04 ms [2022-04-27 12:50:42 main:581] : INFO : Epoch 1769 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 2005.3 ms [2022-04-27 12:50:45 main:581] : INFO : Epoch 1770 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 2005.8 ms [2022-04-27 12:50:47 main:581] : INFO : Epoch 1771 | loss: 0.031205 | val_loss: 0.0312087 | Time: 2035.02 ms [2022-04-27 12:50:49 main:581] : INFO : Epoch 1772 | loss: 0.0312049 | val_loss: 0.0312072 | Time: 1994.71 ms [2022-04-27 12:50:51 main:581] : INFO : Epoch 1773 | loss: 0.0312049 | val_loss: 0.0312075 | Time: 2021.97 ms [2022-04-27 12:50:53 main:581] : INFO : Epoch 1774 | loss: 0.0312041 | val_loss: 0.031208 | Time: 2000.68 ms [2022-04-27 12:50:55 main:581] : INFO : Epoch 1775 | loss: 0.0312041 | val_loss: 0.0312083 | Time: 1988.79 ms [2022-04-27 12:50:57 main:581] : INFO : Epoch 1776 | loss: 0.0312032 | val_loss: 0.0312115 | Time: 2008.15 ms [2022-04-27 12:50:59 main:581] : INFO : Epoch 1777 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 2007.25 ms [2022-04-27 12:51:01 main:581] : INFO : Epoch 1778 | loss: 0.0312031 | val_loss: 0.0312087 | Time: 2017.56 ms [2022-04-27 12:51:03 main:581] : INFO : Epoch 1779 | loss: 0.031203 | val_loss: 0.0312082 | Time: 1995.93 ms [2022-04-27 12:51:05 main:581] : INFO : Epoch 1780 | loss: 0.0312026 | val_loss: 0.0312072 | Time: 2007.07 ms [2022-04-27 12:51:07 main:581] : INFO : Epoch 1781 | loss: 0.0312033 | val_loss: 0.0312075 | Time: 2027.46 ms [2022-04-27 12:51:09 main:581] : INFO : Epoch 1782 | loss: 0.031205 | val_loss: 0.0312084 | Time: 2000.15 ms [2022-04-27 12:51:11 main:581] : INFO : Epoch 1783 | loss: 0.0312028 | val_loss: 0.0312066 | Time: 2029.56 ms [2022-04-27 12:51:13 main:581] : INFO : Epoch 1784 | loss: 0.0312021 | val_loss: 0.0312072 | Time: 2001.96 ms [2022-04-27 12:51:15 main:581] : INFO : Epoch 1785 | loss: 0.0312018 | val_loss: 0.0312084 | Time: 2018.37 ms [2022-04-27 12:51:17 main:581] : INFO : Epoch 1786 | loss: 0.0312035 | val_loss: 0.0312078 | Time: 2030.81 ms [2022-04-27 12:51:19 main:581] : INFO : Epoch 1787 | loss: 0.0312043 | val_loss: 0.0312072 | Time: 1992.49 ms [2022-04-27 12:51:21 main:581] : INFO : Epoch 1788 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 2033.4 ms [2022-04-27 12:51:23 main:581] : INFO : Epoch 1789 | loss: 0.0312054 | val_loss: 0.0312076 | Time: 2004.55 ms [2022-04-27 12:51:25 main:581] : INFO : Epoch 1790 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 2031.3 ms [2022-04-27 12:51:27 main:581] : INFO : Epoch 1791 | loss: 0.0312054 | val_loss: 0.0312099 | Time: 2007.57 ms [2022-04-27 12:51:29 main:581] : INFO : Epoch 1792 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 1996.4 ms [2022-04-27 12:51:31 main:581] : INFO : Epoch 1793 | loss: 0.0312109 | val_loss: 0.0312102 | Time: 2008.85 ms [2022-04-27 12:51:33 main:581] : INFO : Epoch 1794 | loss: 0.0312099 | val_loss: 0.0312101 | Time: 2008.42 ms [2022-04-27 12:51:35 main:581] : INFO : Epoch 1795 | loss: 0.031208 | val_loss: 0.0312097 | Time: 2007.38 ms [2022-04-27 12:51:37 main:581] : INFO : Epoch 1796 | loss: 0.0312079 | val_loss: 0.03121 | Time: 2011.15 ms [2022-04-27 12:51:39 main:581] : INFO : Epoch 1797 | loss: 0.0312065 | val_loss: 0.0312097 | Time: 1998.67 ms [2022-04-27 12:51:41 main:581] : INFO : Epoch 1798 | loss: 0.031207 | val_loss: 0.0312102 | Time: 2045.84 ms [2022-04-27 12:51:43 main:581] : INFO : Epoch 1799 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 1992.26 ms [2022-04-27 12:51:45 main:581] : INFO : Epoch 1800 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 2012.02 ms [2022-04-27 12:51:47 main:581] : INFO : Epoch 1801 | loss: 0.0312051 | val_loss: 0.031209 | Time: 1995.71 ms [2022-04-27 12:51:49 main:581] : INFO : Epoch 1802 | loss: 0.0312053 | val_loss: 0.0312075 | Time: 2003.4 ms [2022-04-27 12:51:51 main:581] : INFO : Epoch 1803 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 2031.46 ms [2022-04-27 12:51:53 main:581] : INFO : Epoch 1804 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 1999.24 ms [2022-04-27 12:51:55 main:581] : INFO : Epoch 1805 | loss: 0.0312046 | val_loss: 0.0312117 | Time: 2010.48 ms [2022-04-27 12:51:57 main:581] : INFO : Epoch 1806 | loss: 0.031205 | val_loss: 0.0312069 | Time: 2012.02 ms [2022-04-27 12:51:59 main:581] : INFO : Epoch 1807 | loss: 0.0312046 | val_loss: 0.0312066 | Time: 2001.08 ms [2022-04-27 12:52:01 main:581] : INFO : Epoch 1808 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 2019.68 ms [2022-04-27 12:52:03 main:581] : INFO : Epoch 1809 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 2006.8 ms [2022-04-27 12:52:05 main:581] : INFO : Epoch 1810 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 2033.64 ms [2022-04-27 12:52:07 main:581] : INFO : Epoch 1811 | loss: 0.0312036 | val_loss: 0.0312058 | Time: 2006.12 ms [2022-04-27 12:52:09 main:581] : INFO : Epoch 1812 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 1990.64 ms [2022-04-27 12:52:11 main:581] : INFO : Epoch 1813 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 2018.12 ms [2022-04-27 12:52:13 main:581] : INFO : Epoch 1814 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2017.18 ms [2022-04-27 12:52:15 main:581] : INFO : Epoch 1815 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 2021.07 ms [2022-04-27 12:52:17 main:581] : INFO : Epoch 1816 | loss: 0.0312025 | val_loss: 0.0312072 | Time: 1994.65 ms [2022-04-27 12:52:19 main:581] : INFO : Epoch 1817 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 1992.46 ms [2022-04-27 12:52:21 main:581] : INFO : Epoch 1818 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 2023.76 ms [2022-04-27 12:52:23 main:581] : INFO : Epoch 1819 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2008.44 ms [2022-04-27 12:52:25 main:581] : INFO : Epoch 1820 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 2005.24 ms [2022-04-27 12:52:27 main:581] : INFO : Epoch 1821 | loss: 0.0312038 | val_loss: 0.0312065 | Time: 1999.35 ms [2022-04-27 12:52:29 main:581] : INFO : Epoch 1822 | loss: 0.0312043 | val_loss: 0.0312068 | Time: 2011.68 ms [2022-04-27 12:52:31 main:581] : INFO : Epoch 1823 | loss: 0.0312036 | val_loss: 0.0312078 | Time: 2029.08 ms [2022-04-27 12:52:33 main:581] : INFO : Epoch 1824 | loss: 0.0312043 | val_loss: 0.0312057 | Time: 1984.65 ms [2022-04-27 12:52:35 main:581] : INFO : Epoch 1825 | loss: 0.0312038 | val_loss: 0.0312061 | Time: 2013.36 ms [2022-04-27 12:52:37 main:581] : INFO : Epoch 1826 | loss: 0.0312031 | val_loss: 0.0312063 | Time: 2011.34 ms [2022-04-27 12:52:39 main:581] : INFO : Epoch 1827 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 2016.99 ms [2022-04-27 12:52:41 main:581] : INFO : Epoch 1828 | loss: 0.0312047 | val_loss: 0.0312067 | Time: 2023.17 ms [2022-04-27 12:52:43 main:581] : INFO : Epoch 1829 | loss: 0.0312041 | val_loss: 0.0312074 | Time: 1999.55 ms [2022-04-27 12:52:45 main:581] : INFO : Epoch 1830 | loss: 0.0312037 | val_loss: 0.0312072 | Time: 2032.77 ms [2022-04-27 12:52:47 main:581] : INFO : Epoch 1831 | loss: 0.0312035 | val_loss: 0.0312062 | Time: 2023.11 ms [2022-04-27 12:52:49 main:581] : INFO : Epoch 1832 | loss: 0.0312028 | val_loss: 0.0312058 | Time: 1991.18 ms [2022-04-27 12:52:51 main:581] : INFO : Epoch 1833 | loss: 0.0312025 | val_loss: 0.0312063 | Time: 2031.25 ms [2022-04-27 12:52:53 main:581] : INFO : Epoch 1834 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 1998.75 ms [2022-04-27 12:52:55 main:581] : INFO : Epoch 1835 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 2046.59 ms [2022-04-27 12:52:57 main:581] : INFO : Epoch 1836 | loss: 0.0312025 | val_loss: 0.0312054 | Time: 1989.96 ms [2022-04-27 12:52:59 main:581] : INFO : Epoch 1837 | loss: 0.0312014 | val_loss: 0.0312061 | Time: 1997.4 ms [2022-04-27 12:53:01 main:581] : INFO : Epoch 1838 | loss: 0.0312023 | val_loss: 0.0312051 | Time: 2026.09 ms [2022-04-27 12:53:03 main:581] : INFO : Epoch 1839 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 2017.13 ms [2022-04-27 12:53:05 main:581] : INFO : Epoch 1840 | loss: 0.0312018 | val_loss: 0.0312091 | Time: 2038.06 ms [2022-04-27 12:53:07 main:581] : INFO : Epoch 1841 | loss: 0.031202 | val_loss: 0.0312047 | Time: 2004.16 ms [2022-04-27 12:53:09 main:581] : INFO : Epoch 1842 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 1988.77 ms [2022-04-27 12:53:11 main:581] : INFO : Epoch 1843 | loss: 0.0312009 | val_loss: 0.0312047 | Time: 2036.25 ms [2022-04-27 12:53:13 main:581] : INFO : Epoch 1844 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 1997.24 ms [2022-04-27 12:53:15 main:581] : INFO : Epoch 1845 | loss: 0.0312015 | val_loss: 0.0312059 | Time: 2019.12 ms [2022-04-27 12:53:17 main:581] : INFO : Epoch 1846 | loss: 0.0312027 | val_loss: 0.0312058 | Time: 1994.82 ms [2022-04-27 12:53:19 main:581] : INFO : Epoch 1847 | loss: 0.0312043 | val_loss: 0.0312123 | Time: 2009.87 ms [2022-04-27 12:53:21 main:581] : INFO : Epoch 1848 | loss: 0.0312199 | val_loss: 0.0312321 | Time: 2006.11 ms [2022-04-27 12:53:23 main:581] : INFO : Epoch 1849 | loss: 0.0824444 | val_loss: 0.0402498 | Time: 1985.87 ms [2022-04-27 12:53:25 main:581] : INFO : Epoch 1850 | loss: 0.0705501 | val_loss: 0.0892872 | Time: 2019.72 ms [2022-04-27 12:53:27 main:581] : INFO : Epoch 1851 | loss: 0.0687781 | val_loss: 0.0413371 | Time: 2001.16 ms [2022-04-27 12:53:29 main:581] : INFO : Epoch 1852 | loss: 0.0359528 | val_loss: 0.0329453 | Time: 2005.92 ms [2022-04-27 12:53:31 main:581] : INFO : Epoch 1853 | loss: 0.031889 | val_loss: 0.0313894 | Time: 2007.8 ms [2022-04-27 12:53:33 main:581] : INFO : Epoch 1854 | loss: 0.0313679 | val_loss: 0.031317 | Time: 1996.04 ms [2022-04-27 12:53:35 main:581] : INFO : Epoch 1855 | loss: 0.0312984 | val_loss: 0.0312904 | Time: 2041.52 ms [2022-04-27 12:53:37 main:581] : INFO : Epoch 1856 | loss: 0.031275 | val_loss: 0.0312717 | Time: 2006.01 ms [2022-04-27 12:53:39 main:581] : INFO : Epoch 1857 | loss: 0.0312646 | val_loss: 0.031265 | Time: 1991.04 ms [2022-04-27 12:53:41 main:581] : INFO : Epoch 1858 | loss: 0.0312589 | val_loss: 0.0312612 | Time: 2021.26 ms [2022-04-27 12:53:43 main:581] : INFO : Epoch 1859 | loss: 0.0312553 | val_loss: 0.0312571 | Time: 2006.9 ms [2022-04-27 12:53:45 main:581] : INFO : Epoch 1860 | loss: 0.0312521 | val_loss: 0.0312555 | Time: 2022.41 ms [2022-04-27 12:53:47 main:581] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1989.65 ms [2022-04-27 12:53:49 main:581] : INFO : Epoch 1862 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 1989.19 ms [2022-04-27 12:53:51 main:581] : INFO : Epoch 1863 | loss: 0.0312458 | val_loss: 0.0312497 | Time: 2020.23 ms [2022-04-27 12:53:53 main:581] : INFO : Epoch 1864 | loss: 0.0312443 | val_loss: 0.031247 | Time: 2008.8 ms [2022-04-27 12:53:56 main:581] : INFO : Epoch 1865 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 2019.99 ms [2022-04-27 12:53:58 main:581] : INFO : Epoch 1866 | loss: 0.0312409 | val_loss: 0.0312458 | Time: 1991.68 ms [2022-04-27 12:54:00 main:581] : INFO : Epoch 1867 | loss: 0.0312412 | val_loss: 0.0312447 | Time: 2008.5 ms [2022-04-27 12:54:02 main:581] : INFO : Epoch 1868 | loss: 0.0312389 | val_loss: 0.0312422 | Time: 2017.27 ms [2022-04-27 12:54:04 main:581] : INFO : Epoch 1869 | loss: 0.0312378 | val_loss: 0.0312415 | Time: 1994.41 ms [2022-04-27 12:54:06 main:581] : INFO : Epoch 1870 | loss: 0.0312364 | val_loss: 0.0312392 | Time: 2015.47 ms [2022-04-27 12:54:08 main:581] : INFO : Epoch 1871 | loss: 0.0312358 | val_loss: 0.0312394 | Time: 2007.07 ms [2022-04-27 12:54:10 main:581] : INFO : Epoch 1872 | loss: 0.0312368 | val_loss: 0.0312403 | Time: 1994.55 ms [2022-04-27 12:54:12 main:581] : INFO : Epoch 1873 | loss: 0.0312376 | val_loss: 0.0312413 | Time: 2025.07 ms [2022-04-27 12:54:14 main:581] : INFO : Epoch 1874 | loss: 0.0312362 | val_loss: 0.0312382 | Time: 2002 ms [2022-04-27 12:54:16 main:581] : INFO : Epoch 1875 | loss: 0.031234 | val_loss: 0.0312361 | Time: 2031.71 ms [2022-04-27 12:54:18 main:581] : INFO : Epoch 1876 | loss: 0.0312332 | val_loss: 0.0312344 | Time: 2006.3 ms [2022-04-27 12:54:20 main:581] : INFO : Epoch 1877 | loss: 0.0312322 | val_loss: 0.0312335 | Time: 1991.17 ms [2022-04-27 12:54:22 main:581] : INFO : Epoch 1878 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 2020.97 ms [2022-04-27 12:54:24 main:581] : INFO : Epoch 1879 | loss: 0.0312334 | val_loss: 0.0312368 | Time: 1997.1 ms [2022-04-27 12:54:26 main:581] : INFO : Epoch 1880 | loss: 0.0312375 | val_loss: 0.0312372 | Time: 2061.06 ms [2022-04-27 12:54:28 main:581] : INFO : Epoch 1881 | loss: 0.0312354 | val_loss: 0.0312338 | Time: 1989.63 ms [2022-04-27 12:54:30 main:581] : INFO : Epoch 1882 | loss: 0.0312331 | val_loss: 0.0312312 | Time: 2015.52 ms [2022-04-27 12:54:32 main:581] : INFO : Epoch 1883 | loss: 0.0312311 | val_loss: 0.0312296 | Time: 2005.64 ms [2022-04-27 12:54:34 main:581] : INFO : Epoch 1884 | loss: 0.0312296 | val_loss: 0.0312288 | Time: 1997.09 ms [2022-04-27 12:54:36 main:581] : INFO : Epoch 1885 | loss: 0.0312285 | val_loss: 0.031228 | Time: 2030.39 ms [2022-04-27 12:54:38 main:581] : INFO : Epoch 1886 | loss: 0.0312277 | val_loss: 0.031227 | Time: 1996.42 ms [2022-04-27 12:54:40 main:581] : INFO : Epoch 1887 | loss: 0.0312268 | val_loss: 0.0312263 | Time: 2017.7 ms [2022-04-27 12:54:42 main:581] : INFO : Epoch 1888 | loss: 0.0312259 | val_loss: 0.0312257 | Time: 2014.15 ms [2022-04-27 12:54:44 main:581] : INFO : Epoch 1889 | loss: 0.0312253 | val_loss: 0.0312248 | Time: 1994.91 ms [2022-04-27 12:54:46 main:581] : INFO : Epoch 1890 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 2027.62 ms [2022-04-27 12:54:48 main:581] : INFO : Epoch 1891 | loss: 0.0312243 | val_loss: 0.0312244 | Time: 1995.31 ms [2022-04-27 12:54:50 main:581] : INFO : Epoch 1892 | loss: 0.0312238 | val_loss: 0.031225 | Time: 2014.72 ms [2022-04-27 12:54:52 main:581] : INFO : Epoch 1893 | loss: 0.0312238 | val_loss: 0.0312242 | Time: 2010.06 ms [2022-04-27 12:54:54 main:581] : INFO : Epoch 1894 | loss: 0.0312238 | val_loss: 0.031224 | Time: 1994.7 ms [2022-04-27 12:54:56 main:581] : INFO : Epoch 1895 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 2011.98 ms [2022-04-27 12:54:58 main:581] : INFO : Epoch 1896 | loss: 0.0312229 | val_loss: 0.0312231 | Time: 2006.49 ms [2022-04-27 12:55:00 main:581] : INFO : Epoch 1897 | loss: 0.0312227 | val_loss: 0.0312236 | Time: 2038.06 ms [2022-04-27 12:55:02 main:581] : INFO : Epoch 1898 | loss: 0.0312229 | val_loss: 0.0312242 | Time: 1990.91 ms [2022-04-27 12:55:04 main:581] : INFO : Epoch 1899 | loss: 0.0312222 | val_loss: 0.0312237 | Time: 1991.9 ms [2022-04-27 12:55:06 main:581] : INFO : Epoch 1900 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 2037.96 ms [2022-04-27 12:55:08 main:581] : INFO : Epoch 1901 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 2000.93 ms [2022-04-27 12:55:10 main:581] : INFO : Epoch 1902 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 2045.31 ms [2022-04-27 12:55:12 main:581] : INFO : Epoch 1903 | loss: 0.0312211 | val_loss: 0.0312209 | Time: 1996.15 ms [2022-04-27 12:55:14 main:581] : INFO : Epoch 1904 | loss: 0.0312215 | val_loss: 0.0312206 | Time: 2003.29 ms [2022-04-27 12:55:16 main:581] : INFO : Epoch 1905 | loss: 0.0312213 | val_loss: 0.031221 | Time: 2031.21 ms [2022-04-27 12:55:18 main:581] : INFO : Epoch 1906 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 1996.66 ms [2022-04-27 12:55:20 main:581] : INFO : Epoch 1907 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2023.89 ms [2022-04-27 12:55:22 main:581] : INFO : Epoch 1908 | loss: 0.0312199 | val_loss: 0.0312192 | Time: 2002.93 ms [2022-04-27 12:55:24 main:581] : INFO : Epoch 1909 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 1994.85 ms [2022-04-27 12:55:26 main:581] : INFO : Epoch 1910 | loss: 0.0312196 | val_loss: 0.0312208 | Time: 2012.09 ms [2022-04-27 12:55:28 main:581] : INFO : Epoch 1911 | loss: 0.0312187 | val_loss: 0.0312189 | Time: 1989.72 ms [2022-04-27 12:55:30 main:581] : INFO : Epoch 1912 | loss: 0.031218 | val_loss: 0.0312193 | Time: 2027.34 ms [2022-04-27 12:55:32 main:581] : INFO : Epoch 1913 | loss: 0.0312181 | val_loss: 0.0312185 | Time: 2004.28 ms [2022-04-27 12:55:34 main:581] : INFO : Epoch 1914 | loss: 0.0312177 | val_loss: 0.0312185 | Time: 1992.68 ms [2022-04-27 12:55:36 main:581] : INFO : Epoch 1915 | loss: 0.0312174 | val_loss: 0.0312183 | Time: 2005.37 ms [2022-04-27 12:55:38 main:581] : INFO : Epoch 1916 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 1994.86 ms [2022-04-27 12:55:40 main:581] : INFO : Epoch 1917 | loss: 0.031217 | val_loss: 0.031219 | Time: 2041.62 ms [2022-04-27 12:55:42 main:581] : INFO : Epoch 1918 | loss: 0.0312169 | val_loss: 0.0312183 | Time: 1987.62 ms [2022-04-27 12:55:44 main:581] : INFO : Epoch 1919 | loss: 0.0312168 | val_loss: 0.031218 | Time: 1993.6 ms [2022-04-27 12:55:46 main:581] : INFO : Epoch 1920 | loss: 0.0312162 | val_loss: 0.0312182 | Time: 2005.45 ms [2022-04-27 12:55:48 main:581] : INFO : Epoch 1921 | loss: 0.0312161 | val_loss: 0.0312177 | Time: 1993.52 ms [2022-04-27 12:55:50 main:581] : INFO : Epoch 1922 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 2004 ms [2022-04-27 12:55:52 main:581] : INFO : Epoch 1923 | loss: 0.0312155 | val_loss: 0.0312193 | Time: 1995.72 ms [2022-04-27 12:55:54 main:581] : INFO : Epoch 1924 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 1992.61 ms [2022-04-27 12:55:56 main:581] : INFO : Epoch 1925 | loss: 0.0312153 | val_loss: 0.0312172 | Time: 2028.55 ms [2022-04-27 12:55:58 main:581] : INFO : Epoch 1926 | loss: 0.031215 | val_loss: 0.0312174 | Time: 1990.75 ms [2022-04-27 12:56:00 main:581] : INFO : Epoch 1927 | loss: 0.0312149 | val_loss: 0.031219 | Time: 2026.84 ms [2022-04-27 12:56:02 main:581] : INFO : Epoch 1928 | loss: 0.0312153 | val_loss: 0.0312178 | Time: 1985.39 ms [2022-04-27 12:56:04 main:581] : INFO : Epoch 1929 | loss: 0.0312144 | val_loss: 0.0312169 | Time: 1989.21 ms [2022-04-27 12:56:06 main:581] : INFO : Epoch 1930 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 2013.3 ms [2022-04-27 12:56:08 main:581] : INFO : Epoch 1931 | loss: 0.031214 | val_loss: 0.0312165 | Time: 1988.71 ms [2022-04-27 12:56:10 main:581] : INFO : Epoch 1932 | loss: 0.0312139 | val_loss: 0.0312166 | Time: 2006.13 ms [2022-04-27 12:56:12 main:581] : INFO : Epoch 1933 | loss: 0.0312139 | val_loss: 0.0312163 | Time: 1999.47 ms [2022-04-27 12:56:14 main:581] : INFO : Epoch 1934 | loss: 0.0312139 | val_loss: 0.0312168 | Time: 1994.41 ms [2022-04-27 12:56:16 main:581] : INFO : Epoch 1935 | loss: 0.031214 | val_loss: 0.0312163 | Time: 2014.1 ms [2022-04-27 12:56:18 main:581] : INFO : Epoch 1936 | loss: 0.0312133 | val_loss: 0.0312162 | Time: 1981.97 ms [2022-04-27 12:56:20 main:581] : INFO : Epoch 1937 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 2007.29 ms [2022-04-27 12:56:22 main:581] : INFO : Epoch 1938 | loss: 0.0312135 | val_loss: 0.0312172 | Time: 2007.07 ms [2022-04-27 12:56:24 main:581] : INFO : Epoch 1939 | loss: 0.0312139 | val_loss: 0.0312176 | Time: 1990.52 ms [2022-04-27 12:56:26 main:581] : INFO : Epoch 1940 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 2010.96 ms [2022-04-27 12:56:28 main:581] : INFO : Epoch 1941 | loss: 0.0312144 | val_loss: 0.0312164 | Time: 1998.79 ms [2022-04-27 12:56:30 main:581] : INFO : Epoch 1942 | loss: 0.0312136 | val_loss: 0.0312165 | Time: 2023.37 ms [2022-04-27 12:56:32 main:581] : INFO : Epoch 1943 | loss: 0.0312131 | val_loss: 0.031216 | Time: 1993.83 ms [2022-04-27 12:56:34 main:581] : INFO : Epoch 1944 | loss: 0.0312152 | val_loss: 0.031217 | Time: 1989.28 ms [2022-04-27 12:56:36 main:581] : INFO : Epoch 1945 | loss: 0.031216 | val_loss: 0.0312172 | Time: 2016.85 ms [2022-04-27 12:56:38 main:581] : INFO : Epoch 1946 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 1996.87 ms [2022-04-27 12:56:40 main:581] : INFO : Epoch 1947 | loss: 0.031215 | val_loss: 0.0312167 | Time: 2008.41 ms [2022-04-27 12:56:42 main:581] : INFO : Epoch 1948 | loss: 0.0312151 | val_loss: 0.0312154 | Time: 1995.65 ms [2022-04-27 12:56:44 main:581] : INFO : Epoch 1949 | loss: 0.0312141 | val_loss: 0.031215 | Time: 1995.73 ms [2022-04-27 12:56:46 main:581] : INFO : Epoch 1950 | loss: 0.031214 | val_loss: 0.0312147 | Time: 2007.89 ms [2022-04-27 12:56:48 main:581] : INFO : Epoch 1951 | loss: 0.0312133 | val_loss: 0.0312155 | Time: 1990.61 ms [2022-04-27 12:56:50 main:581] : INFO : Epoch 1952 | loss: 0.0312138 | val_loss: 0.0312165 | Time: 2001.03 ms [2022-04-27 12:56:52 main:581] : INFO : Epoch 1953 | loss: 0.0312134 | val_loss: 0.0312144 | Time: 1995.68 ms [2022-04-27 12:56:54 main:581] : INFO : Epoch 1954 | loss: 0.0312132 | val_loss: 0.0312149 | Time: 1989.18 ms [2022-04-27 12:56:56 main:581] : INFO : Epoch 1955 | loss: 0.031213 | val_loss: 0.0312144 | Time: 2021.64 ms [2022-04-27 12:56:58 main:581] : INFO : Epoch 1956 | loss: 0.0312133 | val_loss: 0.0312171 | Time: 1993.15 ms [2022-04-27 12:57:00 main:581] : INFO : Epoch 1957 | loss: 0.0312139 | val_loss: 0.0312166 | Time: 2002.24 ms [2022-04-27 12:57:02 main:581] : INFO : Epoch 1958 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 1995.56 ms [2022-04-27 12:57:04 main:581] : INFO : Epoch 1959 | loss: 0.031213 | val_loss: 0.0312161 | Time: 1987.17 ms [2022-04-27 12:57:06 main:581] : INFO : Epoch 1960 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 2010.26 ms [2022-04-27 12:57:08 main:581] : INFO : Epoch 1961 | loss: 0.0312116 | val_loss: 0.0312144 | Time: 1986.8 ms [2022-04-27 12:57:10 main:581] : INFO : Epoch 1962 | loss: 0.0312118 | val_loss: 0.0312161 | Time: 2013.77 ms [2022-04-27 12:57:12 main:581] : INFO : Epoch 1963 | loss: 0.0312124 | val_loss: 0.0312163 | Time: 1997.3 ms [2022-04-27 12:57:14 main:581] : INFO : Epoch 1964 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 1992 ms [2022-04-27 12:57:16 main:581] : INFO : Epoch 1965 | loss: 0.0312117 | val_loss: 0.0312156 | Time: 2004.27 ms [2022-04-27 12:57:18 main:581] : INFO : Epoch 1966 | loss: 0.0312118 | val_loss: 0.0312141 | Time: 1997.55 ms [2022-04-27 12:57:20 main:581] : INFO : Epoch 1967 | loss: 0.0312109 | val_loss: 0.031214 | Time: 2042.29 ms [2022-04-27 12:57:22 main:581] : INFO : Epoch 1968 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 1989.73 ms [2022-04-27 12:57:24 main:581] : INFO : Epoch 1969 | loss: 0.0312108 | val_loss: 0.0312138 | Time: 1984.31 ms [2022-04-27 12:57:26 main:581] : INFO : Epoch 1970 | loss: 0.0312109 | val_loss: 0.0312137 | Time: 2005.71 ms [2022-04-27 12:57:28 main:581] : INFO : Epoch 1971 | loss: 0.0312112 | val_loss: 0.0312145 | Time: 1994.62 ms [2022-04-27 12:57:30 main:581] : INFO : Epoch 1972 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 1994.64 ms [2022-04-27 12:57:32 main:581] : INFO : Epoch 1973 | loss: 0.0312122 | val_loss: 0.0312146 | Time: 1986.5 ms [2022-04-27 12:57:34 main:581] : INFO : Epoch 1974 | loss: 0.0312124 | val_loss: 0.0312144 | Time: 1999.61 ms [2022-04-27 12:57:36 main:581] : INFO : Epoch 1975 | loss: 0.0312107 | val_loss: 0.0312139 | Time: 2007 ms [2022-04-27 12:57:38 main:581] : INFO : Epoch 1976 | loss: 0.0312114 | val_loss: 0.0312157 | Time: 1995.8 ms [2022-04-27 12:57:40 main:581] : INFO : Epoch 1977 | loss: 0.0312119 | val_loss: 0.0312133 | Time: 1994.34 ms [2022-04-27 12:57:42 main:581] : INFO : Epoch 1978 | loss: 0.0312121 | val_loss: 0.0312146 | Time: 1992.17 ms [2022-04-27 12:57:44 main:581] : INFO : Epoch 1979 | loss: 0.0312122 | val_loss: 0.0312163 | Time: 1985.69 ms [2022-04-27 12:57:46 main:581] : INFO : Epoch 1980 | loss: 0.0312119 | val_loss: 0.0312154 | Time: 2002.42 ms [2022-04-27 12:57:48 main:581] : INFO : Epoch 1981 | loss: 0.031212 | val_loss: 0.0312146 | Time: 1993.54 ms [2022-04-27 12:57:50 main:581] : INFO : Epoch 1982 | loss: 0.0312113 | val_loss: 0.0312139 | Time: 2009.04 ms [2022-04-27 12:57:52 main:581] : INFO : Epoch 1983 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 1997.31 ms [2022-04-27 12:57:54 main:581] : INFO : Epoch 1984 | loss: 0.0312106 | val_loss: 0.0312144 | Time: 1987.72 ms [2022-04-27 12:57:56 main:581] : INFO : Epoch 1985 | loss: 0.0312131 | val_loss: 0.0312166 | Time: 2008.4 ms [2022-04-27 12:57:58 main:581] : INFO : Epoch 1986 | loss: 0.0312136 | val_loss: 0.031216 | Time: 1990.28 ms [2022-04-27 12:58:00 main:581] : INFO : Epoch 1987 | loss: 0.0312131 | val_loss: 0.0312162 | Time: 2018.25 ms [2022-04-27 12:58:02 main:581] : INFO : Epoch 1988 | loss: 0.0312139 | val_loss: 0.031214 | Time: 2001.47 ms [2022-04-27 12:58:04 main:581] : INFO : Epoch 1989 | loss: 0.0312158 | val_loss: 0.0312207 | Time: 1993.2 ms [2022-04-27 12:58:06 main:581] : INFO : Epoch 1990 | loss: 0.0312225 | val_loss: 0.0312267 | Time: 2014.44 ms [2022-04-27 12:58:08 main:581] : INFO : Epoch 1991 | loss: 0.0312223 | val_loss: 0.0312246 | Time: 1990.54 ms [2022-04-27 12:58:10 main:581] : INFO : Epoch 1992 | loss: 0.0312196 | val_loss: 0.0312205 | Time: 2019.11 ms [2022-04-27 12:58:12 main:581] : INFO : Epoch 1993 | loss: 0.0312165 | val_loss: 0.0312207 | Time: 1989.91 ms [2022-04-27 12:58:14 main:581] : INFO : Epoch 1994 | loss: 0.0312167 | val_loss: 0.0312175 | Time: 1993.6 ms [2022-04-27 12:58:16 main:581] : INFO : Epoch 1995 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 2008.42 ms [2022-04-27 12:58:18 main:581] : INFO : Epoch 1996 | loss: 0.0312145 | val_loss: 0.0312168 | Time: 1997.57 ms [2022-04-27 12:58:20 main:581] : INFO : Epoch 1997 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 2009.01 ms [2022-04-27 12:58:22 main:581] : INFO : Epoch 1998 | loss: 0.031214 | val_loss: 0.0312165 | Time: 1992.12 ms [2022-04-27 12:58:24 main:581] : INFO : Epoch 1999 | loss: 0.0312135 | val_loss: 0.0312159 | Time: 2001.43 ms [2022-04-27 12:58:26 main:581] : INFO : Epoch 2000 | loss: 0.0312127 | val_loss: 0.0312149 | Time: 2008.66 ms [2022-04-27 12:58:28 main:581] : INFO : Epoch 2001 | loss: 0.0312121 | val_loss: 0.0312155 | Time: 1986.59 ms [2022-04-27 12:58:30 main:581] : INFO : Epoch 2002 | loss: 0.0312118 | val_loss: 0.0312151 | Time: 1995.3 ms [2022-04-27 12:58:32 main:581] : INFO : Epoch 2003 | loss: 0.031212 | val_loss: 0.0312148 | Time: 1992.16 ms [2022-04-27 12:58:34 main:581] : INFO : Epoch 2004 | loss: 0.0312122 | val_loss: 0.0312162 | Time: 2001.7 ms [2022-04-27 12:58:36 main:581] : INFO : Epoch 2005 | loss: 0.0312113 | val_loss: 0.0312146 | Time: 2002.9 ms [2022-04-27 12:58:38 main:581] : INFO : Epoch 2006 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 1987.41 ms [2022-04-27 12:58:40 main:581] : INFO : Epoch 2007 | loss: 0.0312111 | val_loss: 0.0312149 | Time: 2022.53 ms [2022-04-27 12:58:42 main:581] : INFO : Epoch 2008 | loss: 0.0312111 | val_loss: 0.031214 | Time: 1991.52 ms [2022-04-27 12:58:44 main:581] : INFO : Epoch 2009 | loss: 0.03121 | val_loss: 0.031214 | Time: 1992.38 ms [2022-04-27 12:58:46 main:581] : INFO : Epoch 2010 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2014.91 ms [2022-04-27 12:58:48 main:581] : INFO : Epoch 2011 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 1991.76 ms [2022-04-27 12:58:50 main:581] : INFO : Epoch 2012 | loss: 0.0312106 | val_loss: 0.0312164 | Time: 2011.13 ms [2022-04-27 12:58:52 main:581] : INFO : Epoch 2013 | loss: 0.0312102 | val_loss: 0.031213 | Time: 2001.57 ms [2022-04-27 12:58:54 main:581] : INFO : Epoch 2014 | loss: 0.0312097 | val_loss: 0.0312137 | Time: 1990.37 ms [2022-04-27 12:58:56 main:581] : INFO : Epoch 2015 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 2018.03 ms [2022-04-27 12:58:58 main:581] : INFO : Epoch 2016 | loss: 0.0312094 | val_loss: 0.0312131 | Time: 1984.11 ms [2022-04-27 12:59:00 main:581] : INFO : Epoch 2017 | loss: 0.0312092 | val_loss: 0.0312132 | Time: 2022.71 ms [2022-04-27 12:59:02 main:581] : INFO : Epoch 2018 | loss: 0.0312089 | val_loss: 0.031213 | Time: 1993.36 ms [2022-04-27 12:59:04 main:581] : INFO : Epoch 2019 | loss: 0.0312086 | val_loss: 0.0312136 | Time: 1989.26 ms [2022-04-27 12:59:06 main:581] : INFO : Epoch 2020 | loss: 0.0312092 | val_loss: 0.0312178 | Time: 2020.36 ms [2022-04-27 12:59:08 main:581] : INFO : Epoch 2021 | loss: 0.0312099 | val_loss: 0.0312137 | Time: 2002.73 ms [2022-04-27 12:59:10 main:581] : INFO : Epoch 2022 | loss: 0.0312093 | val_loss: 0.0312139 | Time: 2029.3 ms [2022-04-27 12:59:12 main:581] : INFO : Epoch 2023 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 1990.27 ms [2022-04-27 12:59:14 main:581] : INFO : Epoch 2024 | loss: 0.0312098 | val_loss: 0.0312182 | Time: 1994.88 ms [2022-04-27 12:59:16 main:581] : INFO : Epoch 2025 | loss: 0.0312126 | val_loss: 0.031216 | Time: 2032.41 ms [2022-04-27 12:59:18 main:581] : INFO : Epoch 2026 | loss: 0.0312127 | val_loss: 0.0312165 | Time: 1991.81 ms [2022-04-27 12:59:20 main:581] : INFO : Epoch 2027 | loss: 0.0312132 | val_loss: 0.0312176 | Time: 2006.83 ms [2022-04-27 12:59:22 main:581] : INFO : Epoch 2028 | loss: 0.0312121 | val_loss: 0.031217 | Time: 1988.09 ms [2022-04-27 12:59:24 main:581] : INFO : Epoch 2029 | loss: 0.031211 | val_loss: 0.0312159 | Time: 2001.27 ms [2022-04-27 12:59:26 main:581] : INFO : Epoch 2030 | loss: 0.0312114 | val_loss: 0.0312186 | Time: 2018.76 ms [2022-04-27 12:59:28 main:581] : INFO : Epoch 2031 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 1986.67 ms [2022-04-27 12:59:30 main:581] : INFO : Epoch 2032 | loss: 0.031212 | val_loss: 0.0312191 | Time: 2020.89 ms [2022-04-27 12:59:32 main:581] : INFO : Epoch 2033 | loss: 0.0312117 | val_loss: 0.0312149 | Time: 1992.71 ms [2022-04-27 12:59:34 main:581] : INFO : Epoch 2034 | loss: 0.0312101 | val_loss: 0.0312149 | Time: 1989.22 ms [2022-04-27 12:59:36 main:581] : INFO : Epoch 2035 | loss: 0.0312094 | val_loss: 0.0312159 | Time: 2014.49 ms [2022-04-27 12:59:38 main:581] : INFO : Epoch 2036 | loss: 0.0312091 | val_loss: 0.0312148 | Time: 1996.72 ms [2022-04-27 12:59:40 main:581] : INFO : Epoch 2037 | loss: 0.0312097 | val_loss: 0.0312158 | Time: 2015.4 ms [2022-04-27 12:59:42 main:581] : INFO : Epoch 2038 | loss: 0.0312111 | val_loss: 0.0312196 | Time: 1999.34 ms [2022-04-27 12:59:44 main:581] : INFO : Epoch 2039 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 1994.65 ms [2022-04-27 12:59:46 main:581] : INFO : Epoch 2040 | loss: 0.03121 | val_loss: 0.0312136 | Time: 2020.22 ms [2022-04-27 12:59:48 main:581] : INFO : Epoch 2041 | loss: 0.0312097 | val_loss: 0.031214 | Time: 1995.29 ms [2022-04-27 12:59:50 main:581] : INFO : Epoch 2042 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 2017.97 ms [2022-04-27 12:59:52 main:581] : INFO : Epoch 2043 | loss: 0.0312098 | val_loss: 0.0312141 | Time: 1998.2 ms [2022-04-27 12:59:54 main:581] : INFO : Epoch 2044 | loss: 0.0312092 | val_loss: 0.031213 | Time: 1997.72 ms [2022-04-27 12:59:56 main:581] : INFO : Epoch 2045 | loss: 0.0312096 | val_loss: 0.031215 | Time: 1999.5 ms [2022-04-27 12:59:58 main:581] : INFO : Epoch 2046 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 1986.24 ms [2022-04-27 13:00:00 main:581] : INFO : Epoch 2047 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 2009.96 ms [2022-04-27 13:00:02 main:581] : INFO : Epoch 2048 | loss: 0.0312096 | val_loss: 0.031214 | Time: 1991.25 ms [2022-04-27 13:00:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031214 [2022-04-27 13:00:02 main:610] : INFO : Saving end state to config to file [2022-04-27 13:00:02 main:615] : INFO : Success, exiting.. 13:00:02 (286023): 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)