Task 3324015
| Name | ParityModified-1608176091-7455-0_2 |
| Workunit | 1584021 |
| Created | 18 Dec 2020, 5:47:03 UTC |
| Sent | 18 Dec 2020, 6:53:28 UTC |
| Report deadline | 26 Dec 2020, 6:53:28 UTC |
| Received | 18 Dec 2020, 19:21:48 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 48 sec |
| CPU time | 1 hours 8 min 43 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1538 | loss: 0.0311032 | val_loss: 0.031207 | Time: 2005.37 ms [2020-12-18 13:03:58 main:581] : INFO : Epoch 1539 | loss: 0.031103 | val_loss: 0.0312216 | Time: 2004.89 ms [2020-12-18 13:04:00 main:581] : INFO : Epoch 1540 | loss: 0.0310984 | val_loss: 0.0312134 | Time: 1997.81 ms [2020-12-18 13:04:02 main:581] : INFO : Epoch 1541 | loss: 0.0311202 | val_loss: 0.0312152 | Time: 2001.84 ms [2020-12-18 13:04:04 main:581] : INFO : Epoch 1542 | loss: 0.0311083 | val_loss: 0.0312085 | Time: 2002.48 ms [2020-12-18 13:04:06 main:581] : INFO : Epoch 1543 | loss: 0.0311066 | val_loss: 0.0312096 | Time: 1994.27 ms [2020-12-18 13:04:08 main:581] : INFO : Epoch 1544 | loss: 0.0311042 | val_loss: 0.0312153 | Time: 1937.88 ms [2020-12-18 13:04:10 main:581] : INFO : Epoch 1545 | loss: 0.0311044 | val_loss: 0.0312191 | Time: 1938.92 ms [2020-12-18 13:04:12 main:581] : INFO : Epoch 1546 | loss: 0.0311014 | val_loss: 0.0312194 | Time: 1939.41 ms [2020-12-18 13:04:14 main:581] : INFO : Epoch 1547 | loss: 0.0311055 | val_loss: 0.0312215 | Time: 1942.12 ms [2020-12-18 13:04:16 main:581] : INFO : Epoch 1548 | loss: 0.0310996 | val_loss: 0.0312228 | Time: 1942.22 ms [2020-12-18 13:04:18 main:581] : INFO : Epoch 1549 | loss: 0.0311001 | val_loss: 0.0312233 | Time: 1989.07 ms [2020-12-18 13:04:20 main:581] : INFO : Epoch 1550 | loss: 0.0311018 | val_loss: 0.0312087 | Time: 1998.65 ms [2020-12-18 13:04:22 main:581] : INFO : Epoch 1551 | loss: 0.0311066 | val_loss: 0.0312207 | Time: 2001.81 ms [2020-12-18 13:04:24 main:581] : INFO : Epoch 1552 | loss: 0.0311006 | val_loss: 0.0312234 | Time: 1980.77 ms [2020-12-18 13:04:26 main:581] : INFO : Epoch 1553 | loss: 0.0310949 | val_loss: 0.031214 | Time: 1975.14 ms [2020-12-18 13:04:28 main:581] : INFO : Epoch 1554 | loss: 0.0310979 | val_loss: 0.0312182 | Time: 2008.53 ms [2020-12-18 13:04:30 main:581] : INFO : Epoch 1555 | loss: 0.031094 | val_loss: 0.0312203 | Time: 2012.96 ms [2020-12-18 13:04:32 main:581] : INFO : Epoch 1556 | loss: 0.0310995 | val_loss: 0.0312166 | Time: 2004.62 ms [2020-12-18 13:04:34 main:581] : INFO : Epoch 1557 | loss: 0.0311045 | val_loss: 0.0312093 | Time: 2011.15 ms [2020-12-18 13:04:36 main:581] : INFO : Epoch 1558 | loss: 0.0311013 | val_loss: 0.031221 | Time: 2009.94 ms [2020-12-18 13:04:38 main:581] : INFO : Epoch 1559 | loss: 0.0310972 | val_loss: 0.0312224 | Time: 2011.37 ms [2020-12-18 13:04:40 main:581] : INFO : Epoch 1560 | loss: 0.0310958 | val_loss: 0.0312158 | Time: 2009.57 ms [2020-12-18 13:04:42 main:581] : INFO : Epoch 1561 | loss: 0.0310961 | val_loss: 0.0312178 | Time: 2008 ms [2020-12-18 13:04:44 main:581] : INFO : Epoch 1562 | loss: 0.0311114 | val_loss: 0.0312155 | Time: 2002.66 ms [2020-12-18 13:04:46 main:581] : INFO : Epoch 1563 | loss: 0.0311117 | val_loss: 0.0312224 | Time: 2006.4 ms [2020-12-18 13:04:48 main:581] : INFO : Epoch 1564 | loss: 0.0311027 | val_loss: 0.0312046 | Time: 2010.42 ms [2020-12-18 13:04:50 main:581] : INFO : Epoch 1565 | loss: 0.0310978 | val_loss: 0.0312208 | Time: 2003.19 ms [2020-12-18 13:04:52 main:581] : INFO : Epoch 1566 | loss: 0.0310958 | val_loss: 0.031225 | Time: 2018.31 ms [2020-12-18 13:04:54 main:581] : INFO : Epoch 1567 | loss: 0.0310957 | val_loss: 0.0312306 | Time: 2020.09 ms [2020-12-18 13:04:56 main:581] : INFO : Epoch 1568 | loss: 0.0310973 | val_loss: 0.0312152 | Time: 2010.49 ms [2020-12-18 13:04:58 main:581] : INFO : Epoch 1569 | loss: 0.0310954 | val_loss: 0.0312141 | Time: 2009.88 ms [2020-12-18 13:05:00 main:581] : INFO : Epoch 1570 | loss: 0.0311046 | val_loss: 0.0312168 | Time: 2007.71 ms [2020-12-18 13:05:02 main:581] : INFO : Epoch 1571 | loss: 0.0311027 | val_loss: 0.0312119 | Time: 2009.92 ms [2020-12-18 13:05:04 main:581] : INFO : Epoch 1572 | loss: 0.0311005 | val_loss: 0.0312034 | Time: 2008.03 ms [2020-12-18 13:05:06 main:581] : INFO : Epoch 1573 | loss: 0.0311015 | val_loss: 0.0312213 | Time: 2001.43 ms [2020-12-18 13:05:08 main:581] : INFO : Epoch 1574 | loss: 0.0310981 | val_loss: 0.0312273 | Time: 2014.34 ms [2020-12-18 13:05:10 main:581] : INFO : Epoch 1575 | loss: 0.0310971 | val_loss: 0.0312168 | Time: 1998.45 ms [2020-12-18 13:05:12 main:581] : INFO : Epoch 1576 | loss: 0.0310929 | val_loss: 0.0312202 | Time: 2007.73 ms [2020-12-18 13:05:14 main:581] : INFO : Epoch 1577 | loss: 0.0310972 | val_loss: 0.0312309 | Time: 2000.86 ms [2020-12-18 13:05:16 main:581] : INFO : Epoch 1578 | loss: 0.0310947 | val_loss: 0.0312177 | Time: 2007.62 ms [2020-12-18 13:05:18 main:581] : INFO : Epoch 1579 | loss: 0.0310969 | val_loss: 0.0312228 | Time: 1999.09 ms [2020-12-18 13:05:20 main:581] : INFO : Epoch 1580 | loss: 0.0310958 | val_loss: 0.0312445 | Time: 2008.82 ms [2020-12-18 13:05:22 main:581] : INFO : Epoch 1581 | loss: 0.0310966 | val_loss: 0.0312122 | Time: 2000.36 ms [2020-12-18 13:05:24 main:581] : INFO : Epoch 1582 | loss: 0.0310995 | val_loss: 0.0312097 | Time: 2009.16 ms [2020-12-18 13:05:26 main:581] : INFO : Epoch 1583 | loss: 0.0310988 | val_loss: 0.0312239 | Time: 2008.23 ms [2020-12-18 13:05:28 main:581] : INFO : Epoch 1584 | loss: 0.0311064 | val_loss: 0.0312203 | Time: 2012.3 ms [2020-12-18 13:05:30 main:581] : INFO : Epoch 1585 | loss: 0.0311167 | val_loss: 0.0312177 | Time: 2006.38 ms [2020-12-18 13:05:32 main:581] : INFO : Epoch 1586 | loss: 0.031106 | val_loss: 0.0312159 | Time: 2017.31 ms [2020-12-18 13:05:34 main:581] : INFO : Epoch 1587 | loss: 0.0311019 | val_loss: 0.0312077 | Time: 2007.41 ms [2020-12-18 13:05:36 main:581] : INFO : Epoch 1588 | loss: 0.031095 | val_loss: 0.0312378 | Time: 2012.56 ms [2020-12-18 13:05:38 main:581] : INFO : Epoch 1589 | loss: 0.0310931 | val_loss: 0.0312167 | Time: 2014.08 ms [2020-12-18 13:05:40 main:581] : INFO : Epoch 1590 | loss: 0.0310924 | val_loss: 0.0312071 | Time: 2004.22 ms [2020-12-18 13:05:42 main:581] : INFO : Epoch 1591 | loss: 0.0310899 | val_loss: 0.0312267 | Time: 2015.31 ms [2020-12-18 13:05:44 main:581] : INFO : Epoch 1592 | loss: 0.0310933 | val_loss: 0.0312232 | Time: 2010.93 ms [2020-12-18 13:05:46 main:581] : INFO : Epoch 1593 | loss: 0.0310921 | val_loss: 0.0312191 | Time: 2002.67 ms [2020-12-18 13:05:48 main:581] : INFO : Epoch 1594 | loss: 0.0310916 | val_loss: 0.0312159 | Time: 2010.6 ms [2020-12-18 13:05:50 main:581] : INFO : Epoch 1595 | loss: 0.0310929 | val_loss: 0.0312204 | Time: 2001.21 ms [2020-12-18 13:05:52 main:581] : INFO : Epoch 1596 | loss: 0.0310937 | val_loss: 0.0312407 | Time: 2012.82 ms [2020-12-18 13:05:55 main:581] : INFO : Epoch 1597 | loss: 0.031098 | val_loss: 0.0312141 | Time: 2011.57 ms [2020-12-18 13:05:57 main:581] : INFO : Epoch 1598 | loss: 0.0310964 | val_loss: 0.0312154 | Time: 2002.05 ms [2020-12-18 13:05:59 main:581] : INFO : Epoch 1599 | loss: 0.0310955 | val_loss: 0.0312217 | Time: 2003.52 ms [2020-12-18 13:06:01 main:581] : INFO : Epoch 1600 | loss: 0.0310918 | val_loss: 0.0312199 | Time: 2017.54 ms [2020-12-18 13:06:03 main:581] : INFO : Epoch 1601 | loss: 0.0310937 | val_loss: 0.0312248 | Time: 2010.19 ms [2020-12-18 13:06:05 main:581] : INFO : Epoch 1602 | loss: 0.0311013 | val_loss: 0.031215 | Time: 2003.4 ms [2020-12-18 13:06:07 main:581] : INFO : Epoch 1603 | loss: 0.0310961 | val_loss: 0.0312159 | Time: 2009.95 ms [2020-12-18 13:06:09 main:581] : INFO : Epoch 1604 | loss: 0.0310933 | val_loss: 0.0312343 | Time: 2009.54 ms [2020-12-18 13:06:11 main:581] : INFO : Epoch 1605 | loss: 0.0310927 | val_loss: 0.0312237 | Time: 2008.82 ms [2020-12-18 13:06:13 main:581] : INFO : Epoch 1606 | loss: 0.0310908 | val_loss: 0.0312195 | Time: 2007.15 ms [2020-12-18 13:06:15 main:581] : INFO : Epoch 1607 | loss: 0.0310966 | val_loss: 0.0312273 | Time: 2006.16 ms [2020-12-18 13:06:17 main:581] : INFO : Epoch 1608 | loss: 0.0311019 | val_loss: 0.0312057 | Time: 2002.31 ms [2020-12-18 13:06:19 main:581] : INFO : Epoch 1609 | loss: 0.0311016 | val_loss: 0.0312177 | Time: 2007.37 ms [2020-12-18 13:06:21 main:581] : INFO : Epoch 1610 | loss: 0.0310948 | val_loss: 0.0312067 | Time: 1998.73 ms [2020-12-18 13:06:23 main:581] : INFO : Epoch 1611 | loss: 0.0311033 | val_loss: 0.0312119 | Time: 2006.87 ms [2020-12-18 13:06:25 main:581] : INFO : Epoch 1612 | loss: 0.0310939 | val_loss: 0.0312368 | Time: 2007.83 ms [2020-12-18 13:06:27 main:581] : INFO : Epoch 1613 | loss: 0.0310879 | val_loss: 0.03122 | Time: 1997.03 ms [2020-12-18 13:06:29 main:581] : INFO : Epoch 1614 | loss: 0.0310925 | val_loss: 0.0312109 | Time: 2009.87 ms [2020-12-18 13:06:31 main:581] : INFO : Epoch 1615 | loss: 0.0310925 | val_loss: 0.0312171 | Time: 2010.78 ms [2020-12-18 13:06:33 main:581] : INFO : Epoch 1616 | loss: 0.031092 | val_loss: 0.0312206 | Time: 2007.15 ms [2020-12-18 13:06:35 main:581] : INFO : Epoch 1617 | loss: 0.0310912 | val_loss: 0.0312251 | Time: 2009.53 ms [2020-12-18 13:06:37 main:581] : INFO : Epoch 1618 | loss: 0.031097 | val_loss: 0.0312382 | Time: 2013.48 ms [2020-12-18 13:06:39 main:581] : INFO : Epoch 1619 | loss: 0.0310913 | val_loss: 0.0312412 | Time: 2015.98 ms [2020-12-18 13:06:41 main:581] : INFO : Epoch 1620 | loss: 0.0310982 | val_loss: 0.0312081 | Time: 2017.08 ms [2020-12-18 13:06:43 main:581] : INFO : Epoch 1621 | loss: 0.0310958 | val_loss: 0.0312314 | Time: 2013.64 ms [2020-12-18 13:06:45 main:581] : INFO : Epoch 1622 | loss: 0.0310945 | val_loss: 0.0312092 | Time: 2004.22 ms [2020-12-18 13:06:47 main:581] : INFO : Epoch 1623 | loss: 0.0310924 | val_loss: 0.0312225 | Time: 2009.73 ms [2020-12-18 13:06:49 main:581] : INFO : Epoch 1624 | loss: 0.0310926 | val_loss: 0.0312331 | Time: 2008.49 ms [2020-12-18 13:06:51 main:581] : INFO : Epoch 1625 | loss: 0.031089 | val_loss: 0.0312192 | Time: 2016.13 ms [2020-12-18 13:06:53 main:581] : INFO : Epoch 1626 | loss: 0.0310899 | val_loss: 0.0312214 | Time: 2005.51 ms [2020-12-18 13:06:55 main:581] : INFO : Epoch 1627 | loss: 0.0310956 | val_loss: 0.0312183 | Time: 2007.32 ms [2020-12-18 13:06:57 main:581] : INFO : Epoch 1628 | loss: 0.0310943 | val_loss: 0.0312216 | Time: 2009.37 ms [2020-12-18 13:06:59 main:581] : INFO : Epoch 1629 | loss: 0.0310943 | val_loss: 0.031222 | Time: 2005.07 ms [2020-12-18 13:07:01 main:581] : INFO : Epoch 1630 | loss: 0.0310914 | val_loss: 0.0312275 | Time: 2006.44 ms [2020-12-18 13:07:03 main:581] : INFO : Epoch 1631 | loss: 0.0310908 | val_loss: 0.0312166 | Time: 1999.26 ms [2020-12-18 13:07:05 main:581] : INFO : Epoch 1632 | loss: 0.031092 | val_loss: 0.0312142 | Time: 2007.08 ms [2020-12-18 13:07:07 main:581] : INFO : Epoch 1633 | loss: 0.0310892 | val_loss: 0.0312333 | Time: 2008.58 ms [2020-12-18 13:07:09 main:581] : INFO : Epoch 1634 | loss: 0.0310847 | val_loss: 0.0312227 | Time: 2009.88 ms [2020-12-18 13:07:11 main:581] : INFO : Epoch 1635 | loss: 0.0310902 | val_loss: 0.0312339 | Time: 2007.76 ms [2020-12-18 13:07:13 main:581] : INFO : Epoch 1636 | loss: 0.0310933 | val_loss: 0.0312097 | Time: 2012.76 ms [2020-12-18 13:07:15 main:581] : INFO : Epoch 1637 | loss: 0.0310961 | val_loss: 0.031231 | Time: 2002.33 ms [2020-12-18 13:07:17 main:581] : INFO : Epoch 1638 | loss: 0.0310897 | val_loss: 0.0312232 | Time: 2004.93 ms [2020-12-18 13:07:19 main:581] : INFO : Epoch 1639 | loss: 0.0310894 | val_loss: 0.0312371 | Time: 2005.61 ms [2020-12-18 13:07:21 main:581] : INFO : Epoch 1640 | loss: 0.0310945 | val_loss: 0.0312401 | Time: 2005.4 ms [2020-12-18 13:07:23 main:581] : INFO : Epoch 1641 | loss: 0.031087 | val_loss: 0.0312324 | Time: 2008.48 ms [2020-12-18 13:07:25 main:581] : INFO : Epoch 1642 | loss: 0.031086 | val_loss: 0.03122 | Time: 2013.83 ms [2020-12-18 13:07:27 main:581] : INFO : Epoch 1643 | loss: 0.0310897 | val_loss: 0.0312214 | Time: 2004.41 ms [2020-12-18 13:07:29 main:581] : INFO : Epoch 1644 | loss: 0.0310867 | val_loss: 0.031241 | Time: 2004.48 ms [2020-12-18 13:07:31 main:581] : INFO : Epoch 1645 | loss: 0.0310868 | val_loss: 0.0312092 | Time: 2009.82 ms [2020-12-18 13:07:33 main:581] : INFO : Epoch 1646 | loss: 0.0310851 | val_loss: 0.0312241 | Time: 2007.16 ms [2020-12-18 13:07:35 main:581] : INFO : Epoch 1647 | loss: 0.0310851 | val_loss: 0.0312226 | Time: 2005.5 ms [2020-12-18 13:07:37 main:581] : INFO : Epoch 1648 | loss: 0.0310914 | val_loss: 0.0312299 | Time: 2003.22 ms [2020-12-18 13:07:39 main:581] : INFO : Epoch 1649 | loss: 0.0310873 | val_loss: 0.0312232 | Time: 2004.4 ms [2020-12-18 13:07:41 main:581] : INFO : Epoch 1650 | loss: 0.0310906 | val_loss: 0.0312345 | Time: 2007.39 ms [2020-12-18 13:07:43 main:581] : INFO : Epoch 1651 | loss: 0.0310866 | val_loss: 0.0312141 | Time: 2008.36 ms [2020-12-18 13:07:45 main:581] : INFO : Epoch 1652 | loss: 0.0310885 | val_loss: 0.0312207 | Time: 2015.34 ms [2020-12-18 13:07:47 main:581] : INFO : Epoch 1653 | loss: 0.0310823 | val_loss: 0.0312174 | Time: 1998.71 ms [2020-12-18 13:07:49 main:581] : INFO : Epoch 1654 | loss: 0.0310817 | val_loss: 0.0312026 | Time: 2005.42 ms [2020-12-18 13:07:51 main:581] : INFO : Epoch 1655 | loss: 0.0310871 | val_loss: 0.0312199 | Time: 2000.62 ms [2020-12-18 13:07:53 main:581] : INFO : Epoch 1656 | loss: 0.0310888 | val_loss: 0.0312269 | Time: 2008.51 ms [2020-12-18 13:07:55 main:581] : INFO : Epoch 1657 | loss: 0.0310881 | val_loss: 0.0312255 | Time: 2007.28 ms [2020-12-18 13:07:57 main:581] : INFO : Epoch 1658 | loss: 0.0310842 | val_loss: 0.0312288 | Time: 2007.6 ms [2020-12-18 13:07:59 main:581] : INFO : Epoch 1659 | loss: 0.0310877 | val_loss: 0.0312222 | Time: 2009.78 ms [2020-12-18 13:08:01 main:581] : INFO : Epoch 1660 | loss: 0.0310876 | val_loss: 0.0312127 | Time: 2011.98 ms [2020-12-18 13:08:03 main:581] : INFO : Epoch 1661 | loss: 0.0310872 | val_loss: 0.031225 | Time: 2009.03 ms [2020-12-18 13:08:05 main:581] : INFO : Epoch 1662 | loss: 0.0310883 | val_loss: 0.0312235 | Time: 2007.69 ms [2020-12-18 13:08:07 main:581] : INFO : Epoch 1663 | loss: 0.0310892 | val_loss: 0.0312329 | Time: 2007.11 ms [2020-12-18 13:08:09 main:581] : INFO : Epoch 1664 | loss: 0.031085 | val_loss: 0.0312324 | Time: 2007.44 ms [2020-12-18 13:08:11 main:581] : INFO : Epoch 1665 | loss: 0.0310852 | val_loss: 0.0312249 | Time: 2007.29 ms [2020-12-18 13:08:13 main:581] : INFO : Epoch 1666 | loss: 0.031084 | val_loss: 0.0312433 | Time: 2011.01 ms [2020-12-18 13:08:15 main:581] : INFO : Epoch 1667 | loss: 0.0310853 | val_loss: 0.0312278 | Time: 2007.51 ms [2020-12-18 13:08:17 main:581] : INFO : Epoch 1668 | loss: 0.0310819 | val_loss: 0.0312067 | Time: 2010.38 ms [2020-12-18 13:08:19 main:581] : INFO : Epoch 1669 | loss: 0.031082 | val_loss: 0.0312281 | Time: 1997.28 ms [2020-12-18 13:08:21 main:581] : INFO : Epoch 1670 | loss: 0.0311022 | val_loss: 0.0312204 | Time: 2004.86 ms [2020-12-18 13:08:23 main:581] : INFO : Epoch 1671 | loss: 0.0311086 | val_loss: 0.0312082 | Time: 2008.49 ms [2020-12-18 13:08:25 main:581] : INFO : Epoch 1672 | loss: 0.0310978 | val_loss: 0.0312109 | Time: 2005.36 ms [2020-12-18 13:08:27 main:581] : INFO : Epoch 1673 | loss: 0.0310885 | val_loss: 0.0312284 | Time: 2007.12 ms [2020-12-18 13:08:29 main:581] : INFO : Epoch 1674 | loss: 0.031082 | val_loss: 0.0312269 | Time: 1997.09 ms [2020-12-18 13:08:31 main:581] : INFO : Epoch 1675 | loss: 0.031085 | val_loss: 0.0312171 | Time: 2005.31 ms [2020-12-18 13:08:33 main:581] : INFO : Epoch 1676 | loss: 0.0310896 | val_loss: 0.0312255 | Time: 2011.4 ms [2020-12-18 13:08:35 main:581] : INFO : Epoch 1677 | loss: 0.0310821 | val_loss: 0.0312328 | Time: 2011.09 ms [2020-12-18 13:08:37 main:581] : INFO : Epoch 1678 | loss: 0.0310832 | val_loss: 0.0312478 | Time: 2014.04 ms [2020-12-18 13:08:39 main:581] : INFO : Epoch 1679 | loss: 0.0310791 | val_loss: 0.0312224 | Time: 2005.14 ms [2020-12-18 13:08:41 main:581] : INFO : Epoch 1680 | loss: 0.0310889 | val_loss: 0.0312272 | Time: 2006.69 ms [2020-12-18 13:08:43 main:581] : INFO : Epoch 1681 | loss: 0.0310866 | val_loss: 0.0312294 | Time: 1995.28 ms [2020-12-18 13:08:45 main:581] : INFO : Epoch 1682 | loss: 0.0310904 | val_loss: 0.0312391 | Time: 2004.57 ms [2020-12-18 13:08:47 main:581] : INFO : Epoch 1683 | loss: 0.0310832 | val_loss: 0.0312265 | Time: 2004.08 ms [2020-12-18 13:08:49 main:581] : INFO : Epoch 1684 | loss: 0.0310818 | val_loss: 0.0312083 | Time: 2004.63 ms [2020-12-18 13:08:51 main:581] : INFO : Epoch 1685 | loss: 0.0310941 | val_loss: 0.0312198 | Time: 2006.5 ms [2020-12-18 13:08:53 main:581] : INFO : Epoch 1686 | loss: 0.031094 | val_loss: 0.0312252 | Time: 2008.24 ms [2020-12-18 13:08:55 main:581] : INFO : Epoch 1687 | loss: 0.0310914 | val_loss: 0.0312268 | Time: 2014.24 ms [2020-12-18 13:08:57 main:581] : INFO : Epoch 1688 | loss: 0.0310848 | val_loss: 0.0312214 | Time: 2002.83 ms [2020-12-18 13:08:59 main:581] : INFO : Epoch 1689 | loss: 0.0310867 | val_loss: 0.0312434 | Time: 2009.45 ms [2020-12-18 13:09:01 main:581] : INFO : Epoch 1690 | loss: 0.0310848 | val_loss: 0.031233 | Time: 2006.95 ms [2020-12-18 13:09:03 main:581] : INFO : Epoch 1691 | loss: 0.0310813 | val_loss: 0.0312362 | Time: 2007.46 ms [2020-12-18 13:09:05 main:581] : INFO : Epoch 1692 | loss: 0.0310789 | val_loss: 0.0312167 | Time: 2006.14 ms [2020-12-18 13:09:07 main:581] : INFO : Epoch 1693 | loss: 0.0310827 | val_loss: 0.0312172 | Time: 2008.53 ms [2020-12-18 13:09:09 main:581] : INFO : Epoch 1694 | loss: 0.0310863 | val_loss: 0.0312249 | Time: 1997.14 ms [2020-12-18 13:09:11 main:581] : INFO : Epoch 1695 | loss: 0.0310872 | val_loss: 0.0312232 | Time: 2007.68 ms [2020-12-18 13:09:13 main:581] : INFO : Epoch 1696 | loss: 0.031089 | val_loss: 0.0312139 | Time: 2008.47 ms [2020-12-18 13:09:15 main:581] : INFO : Epoch 1697 | loss: 0.0310943 | val_loss: 0.0312295 | Time: 2000.93 ms [2020-12-18 13:09:17 main:581] : INFO : Epoch 1698 | loss: 0.0310875 | val_loss: 0.0312163 | Time: 2008.51 ms [2020-12-18 13:09:19 main:581] : INFO : Epoch 1699 | loss: 0.0310788 | val_loss: 0.0312149 | Time: 2007.68 ms [2020-12-18 13:09:21 main:581] : INFO : Epoch 1700 | loss: 0.0310812 | val_loss: 0.0312235 | Time: 1998.07 ms [2020-12-18 13:09:23 main:581] : INFO : Epoch 1701 | loss: 0.0310876 | val_loss: 0.031231 | Time: 2006.33 ms [2020-12-18 13:09:25 main:581] : INFO : Epoch 1702 | loss: 0.0310786 | val_loss: 0.0312418 | Time: 2003.26 ms [2020-12-18 13:09:27 main:581] : INFO : Epoch 1703 | loss: 0.031095 | val_loss: 0.0312157 | Time: 2011.82 ms [2020-12-18 13:09:29 main:581] : INFO : Epoch 1704 | loss: 0.0310944 | val_loss: 0.0312431 | Time: 2002.75 ms [2020-12-18 13:09:31 main:581] : INFO : Epoch 1705 | loss: 0.0310869 | val_loss: 0.0312161 | Time: 2009.51 ms [2020-12-18 13:09:33 main:581] : INFO : Epoch 1706 | loss: 0.0310866 | val_loss: 0.0312118 | Time: 2009.84 ms [2020-12-18 13:09:35 main:581] : INFO : Epoch 1707 | loss: 0.0310873 | val_loss: 0.0312325 | Time: 2006.42 ms [2020-12-18 13:09:37 main:581] : INFO : Epoch 1708 | loss: 0.0310842 | val_loss: 0.0312176 | Time: 2003.04 ms [2020-12-18 13:09:39 main:581] : INFO : Epoch 1709 | loss: 0.0310835 | val_loss: 0.0312138 | Time: 2009.23 ms [2020-12-18 13:09:41 main:581] : INFO : Epoch 1710 | loss: 0.031085 | val_loss: 0.0312264 | Time: 2014.26 ms [2020-12-18 13:09:43 main:581] : INFO : Epoch 1711 | loss: 0.0310853 | val_loss: 0.0312269 | Time: 2010.91 ms [2020-12-18 13:09:45 main:581] : INFO : Epoch 1712 | loss: 0.0310824 | val_loss: 0.031227 | Time: 2007.58 ms [2020-12-18 13:09:47 main:581] : INFO : Epoch 1713 | loss: 0.0310783 | val_loss: 0.0312403 | Time: 2010.13 ms [2020-12-18 13:09:49 main:581] : INFO : Epoch 1714 | loss: 0.0310736 | val_loss: 0.031229 | Time: 2009.19 ms [2020-12-18 13:09:51 main:581] : INFO : Epoch 1715 | loss: 0.0310819 | val_loss: 0.0312315 | Time: 2002.09 ms [2020-12-18 13:09:53 main:581] : INFO : Epoch 1716 | loss: 0.0310847 | val_loss: 0.0312443 | Time: 2010.37 ms [2020-12-18 13:09:55 main:581] : INFO : Epoch 1717 | loss: 0.0310771 | val_loss: 0.031225 | Time: 2010.13 ms [2020-12-18 13:09:57 main:581] : INFO : Epoch 1718 | loss: 0.0310782 | val_loss: 0.0312185 | Time: 2011.49 ms [2020-12-18 13:09:59 main:581] : INFO : Epoch 1719 | loss: 0.0310768 | val_loss: 0.0312361 | Time: 2000.93 ms [2020-12-18 13:10:01 main:581] : INFO : Epoch 1720 | loss: 0.0310803 | val_loss: 0.0312393 | Time: 2009.6 ms [2020-12-18 13:10:03 main:581] : INFO : Epoch 1721 | loss: 0.0310801 | val_loss: 0.0312227 | Time: 2008.77 ms [2020-12-18 13:10:05 main:581] : INFO : Epoch 1722 | loss: 0.0310787 | val_loss: 0.0312204 | Time: 2000.73 ms [2020-12-18 13:10:07 main:581] : INFO : Epoch 1723 | loss: 0.0310863 | val_loss: 0.0312359 | Time: 2008.64 ms [2020-12-18 13:10:09 main:581] : INFO : Epoch 1724 | loss: 0.0310795 | val_loss: 0.031218 | Time: 2011.38 ms [2020-12-18 13:10:11 main:581] : INFO : Epoch 1725 | loss: 0.0310752 | val_loss: 0.0312269 | Time: 2000.78 ms [2020-12-18 13:10:13 main:581] : INFO : Epoch 1726 | loss: 0.0310756 | val_loss: 0.0312362 | Time: 2009 ms [2020-12-18 13:10:15 main:581] : INFO : Epoch 1727 | loss: 0.0310798 | val_loss: 0.0312289 | Time: 2009.75 ms [2020-12-18 13:10:17 main:581] : INFO : Epoch 1728 | loss: 0.0310847 | val_loss: 0.0312059 | Time: 2004.68 ms [2020-12-18 13:10:19 main:581] : INFO : Epoch 1729 | loss: 0.0311047 | val_loss: 0.0312205 | Time: 2011.46 ms [2020-12-18 13:10:21 main:581] : INFO : Epoch 1730 | loss: 0.0311042 | val_loss: 0.0312104 | Time: 2004.02 ms [2020-12-18 13:10:23 main:581] : INFO : Epoch 1731 | loss: 0.0310934 | val_loss: 0.0312198 | Time: 2009.55 ms [2020-12-18 13:10:25 main:581] : INFO : Epoch 1732 | loss: 0.0310871 | val_loss: 0.0312233 | Time: 1999.43 ms [2020-12-18 13:10:27 main:581] : INFO : Epoch 1733 | loss: 0.0310805 | val_loss: 0.0312325 | Time: 1998.29 ms [2020-12-18 13:10:30 main:581] : INFO : Epoch 1734 | loss: 0.0310784 | val_loss: 0.0312219 | Time: 2009.64 ms [2020-12-18 13:10:32 main:581] : INFO : Epoch 1735 | loss: 0.0310802 | val_loss: 0.0312482 | Time: 2005.33 ms [2020-12-18 13:10:34 main:581] : INFO : Epoch 1736 | loss: 0.031082 | val_loss: 0.0312224 | Time: 2012.11 ms [2020-12-18 13:10:36 main:581] : INFO : Epoch 1737 | loss: 0.0310811 | val_loss: 0.031229 | Time: 2003.75 ms [2020-12-18 13:10:38 main:581] : INFO : Epoch 1738 | loss: 0.0310927 | val_loss: 0.0312204 | Time: 2009.44 ms [2020-12-18 13:10:40 main:581] : INFO : Epoch 1739 | loss: 0.0310873 | val_loss: 0.0312277 | Time: 2009.73 ms [2020-12-18 13:10:42 main:581] : INFO : Epoch 1740 | loss: 0.0310805 | val_loss: 0.0312199 | Time: 1998.42 ms [2020-12-18 13:10:44 main:581] : INFO : Epoch 1741 | loss: 0.0310821 | val_loss: 0.0312271 | Time: 2011.69 ms [2020-12-18 13:10:46 main:581] : INFO : Epoch 1742 | loss: 0.0310822 | val_loss: 0.0312228 | Time: 2012.23 ms [2020-12-18 13:10:48 main:581] : INFO : Epoch 1743 | loss: 0.031077 | val_loss: 0.0312243 | Time: 2004.61 ms [2020-12-18 13:10:50 main:581] : INFO : Epoch 1744 | loss: 0.0310787 | val_loss: 0.0312418 | Time: 1999.33 ms [2020-12-18 13:10:52 main:581] : INFO : Epoch 1745 | loss: 0.0310778 | val_loss: 0.031225 | Time: 2007.5 ms [2020-12-18 13:10:54 main:581] : INFO : Epoch 1746 | loss: 0.0310807 | val_loss: 0.0312188 | Time: 2009.74 ms [2020-12-18 13:10:56 main:581] : INFO : Epoch 1747 | loss: 0.0310805 | val_loss: 0.0312079 | Time: 2000.38 ms [2020-12-18 13:10:58 main:581] : INFO : Epoch 1748 | loss: 0.0310847 | val_loss: 0.0312339 | Time: 2012.19 ms [2020-12-18 13:11:00 main:581] : INFO : Epoch 1749 | loss: 0.0310793 | val_loss: 0.0312319 | Time: 2003.27 ms [2020-12-18 13:11:02 main:581] : INFO : Epoch 1750 | loss: 0.0310765 | val_loss: 0.031235 | Time: 2012.13 ms [2020-12-18 13:11:04 main:581] : INFO : Epoch 1751 | loss: 0.0310782 | val_loss: 0.0312271 | Time: 2013.71 ms [2020-12-18 13:11:06 main:581] : INFO : Epoch 1752 | loss: 0.0310819 | val_loss: 0.0312302 | Time: 2013.64 ms [2020-12-18 13:11:08 main:581] : INFO : Epoch 1753 | loss: 0.0310758 | val_loss: 0.031228 | Time: 2009.12 ms [2020-12-18 13:11:10 main:581] : INFO : Epoch 1754 | loss: 0.0310735 | val_loss: 0.0312309 | Time: 2007.57 ms [2020-12-18 13:11:12 main:581] : INFO : Epoch 1755 | loss: 0.0310793 | val_loss: 0.0312194 | Time: 2003.41 ms [2020-12-18 13:11:14 main:581] : INFO : Epoch 1756 | loss: 0.031076 | val_loss: 0.0312363 | Time: 2011.66 ms [2020-12-18 13:11:16 main:581] : INFO : Epoch 1757 | loss: 0.0310758 | val_loss: 0.0312153 | Time: 2004.78 ms [2020-12-18 13:11:18 main:581] : INFO : Epoch 1758 | loss: 0.0310762 | val_loss: 0.0312214 | Time: 2007.12 ms [2020-12-18 13:11:20 main:581] : INFO : Epoch 1759 | loss: 0.0310743 | val_loss: 0.0312286 | Time: 1999.5 ms [2020-12-18 13:11:22 main:581] : INFO : Epoch 1760 | loss: 0.0310736 | val_loss: 0.0312128 | Time: 2010.3 ms [2020-12-18 13:11:24 main:581] : INFO : Epoch 1761 | loss: 0.0310784 | val_loss: 0.0312165 | Time: 2008.09 ms [2020-12-18 13:11:26 main:581] : INFO : Epoch 1762 | loss: 0.0310773 | val_loss: 0.0312437 | Time: 2003.51 ms [2020-12-18 13:11:28 main:581] : INFO : Epoch 1763 | loss: 0.0310792 | val_loss: 0.0312431 | Time: 2008.75 ms [2020-12-18 13:11:30 main:581] : INFO : Epoch 1764 | loss: 0.0310737 | val_loss: 0.0312326 | Time: 2000.75 ms [2020-12-18 13:11:32 main:581] : INFO : Epoch 1765 | loss: 0.031074 | val_loss: 0.0312206 | Time: 2009.87 ms [2020-12-18 13:11:34 main:581] : INFO : Epoch 1766 | loss: 0.0310822 | val_loss: 0.0312347 | Time: 2000.46 ms [2020-12-18 13:11:36 main:581] : INFO : Epoch 1767 | loss: 0.0310851 | val_loss: 0.031228 | Time: 2011.58 ms [2020-12-18 13:11:38 main:581] : INFO : Epoch 1768 | loss: 0.0310825 | val_loss: 0.0312416 | Time: 2000.92 ms [2020-12-18 13:11:40 main:581] : INFO : Epoch 1769 | loss: 0.0310773 | val_loss: 0.0312366 | Time: 2007.54 ms [2020-12-18 13:11:42 main:581] : INFO : Epoch 1770 | loss: 0.0310743 | val_loss: 0.0312182 | Time: 2001.78 ms [2020-12-18 13:11:44 main:581] : INFO : Epoch 1771 | loss: 0.031088 | val_loss: 0.0312347 | Time: 2011.21 ms [2020-12-18 13:11:46 main:581] : INFO : Epoch 1772 | loss: 0.0310798 | val_loss: 0.0312381 | Time: 2009.12 ms [2020-12-18 13:11:48 main:581] : INFO : Epoch 1773 | loss: 0.0310855 | val_loss: 0.031261 | Time: 2001.51 ms [2020-12-18 13:11:50 main:581] : INFO : Epoch 1774 | loss: 0.0310872 | val_loss: 0.0312114 | Time: 2002.24 ms [2020-12-18 13:11:52 main:581] : INFO : Epoch 1775 | loss: 0.031092 | val_loss: 0.0312324 | Time: 2013.33 ms [2020-12-18 13:11:54 main:581] : INFO : Epoch 1776 | loss: 0.0310765 | val_loss: 0.0312273 | Time: 2003.73 ms [2020-12-18 13:11:56 main:581] : INFO : Epoch 1777 | loss: 0.0310771 | val_loss: 0.0312342 | Time: 2008.11 ms [2020-12-18 13:11:58 main:581] : INFO : Epoch 1778 | loss: 0.0310802 | val_loss: 0.0312371 | Time: 2006.22 ms [2020-12-18 13:12:00 main:581] : INFO : Epoch 1779 | loss: 0.0310806 | val_loss: 0.0312268 | Time: 2004.52 ms [2020-12-18 13:12:02 main:581] : INFO : Epoch 1780 | loss: 0.0310736 | val_loss: 0.0312203 | Time: 2003.44 ms [2020-12-18 13:12:04 main:581] : INFO : Epoch 1781 | loss: 0.0310711 | val_loss: 0.0312458 | Time: 2006.99 ms [2020-12-18 13:12:06 main:581] : INFO : Epoch 1782 | loss: 0.0310699 | val_loss: 0.0312275 | Time: 2001.85 ms [2020-12-18 13:12:08 main:581] : INFO : Epoch 1783 | loss: 0.0310835 | val_loss: 0.0312171 | Time: 2012.21 ms [2020-12-18 13:12:10 main:581] : INFO : Epoch 1784 | loss: 0.0310805 | val_loss: 0.0312391 | Time: 2013.03 ms [2020-12-18 13:12:12 main:581] : INFO : Epoch 1785 | loss: 0.0310808 | val_loss: 0.0312461 | Time: 2010.09 ms [2020-12-18 13:12:14 main:581] : INFO : Epoch 1786 | loss: 0.031072 | val_loss: 0.0312469 | Time: 2009.71 ms [2020-12-18 13:12:16 main:581] : INFO : Epoch 1787 | loss: 0.0310749 | val_loss: 0.0312141 | Time: 2000.66 ms [2020-12-18 13:12:18 main:581] : INFO : Epoch 1788 | loss: 0.0310724 | val_loss: 0.0312376 | Time: 2012.32 ms [2020-12-18 13:12:20 main:581] : INFO : Epoch 1789 | loss: 0.0310712 | val_loss: 0.0312407 | Time: 2006.96 ms [2020-12-18 13:12:22 main:581] : INFO : Epoch 1790 | loss: 0.0310735 | val_loss: 0.0312661 | Time: 2002.69 ms [2020-12-18 13:12:24 main:581] : INFO : Epoch 1791 | loss: 0.0310741 | val_loss: 0.0312317 | Time: 2010.03 ms [2020-12-18 13:12:26 main:581] : INFO : Epoch 1792 | loss: 0.0310769 | val_loss: 0.0312349 | Time: 2003.93 ms [2020-12-18 13:12:28 main:581] : INFO : Epoch 1793 | loss: 0.031074 | val_loss: 0.0312143 | Time: 2001.87 ms [2020-12-18 13:12:30 main:581] : INFO : Epoch 1794 | loss: 0.0310747 | val_loss: 0.031229 | Time: 2008.03 ms [2020-12-18 13:12:32 main:581] : INFO : Epoch 1795 | loss: 0.0310701 | val_loss: 0.0312273 | Time: 1999.27 ms [2020-12-18 13:12:34 main:581] : INFO : Epoch 1796 | loss: 0.0310809 | val_loss: 0.0312223 | Time: 2009.32 ms [2020-12-18 13:12:36 main:581] : INFO : Epoch 1797 | loss: 0.0310851 | val_loss: 0.0312241 | Time: 2005.55 ms [2020-12-18 13:12:38 main:581] : INFO : Epoch 1798 | loss: 0.0310878 | val_loss: 0.0312248 | Time: 2010.92 ms [2020-12-18 13:12:40 main:581] : INFO : Epoch 1799 | loss: 0.0310852 | val_loss: 0.0312349 | Time: 2006.43 ms [2020-12-18 13:12:42 main:581] : INFO : Epoch 1800 | loss: 0.031075 | val_loss: 0.0312405 | Time: 2000.46 ms [2020-12-18 13:12:44 main:581] : INFO : Epoch 1801 | loss: 0.0310736 | val_loss: 0.0312311 | Time: 2005.61 ms [2020-12-18 13:12:46 main:581] : INFO : Epoch 1802 | loss: 0.0310802 | val_loss: 0.0312256 | Time: 2011.02 ms [2020-12-18 13:12:48 main:581] : INFO : Epoch 1803 | loss: 0.0310725 | val_loss: 0.0312319 | Time: 1999.95 ms [2020-12-18 13:12:50 main:581] : INFO : Epoch 1804 | loss: 0.0310715 | val_loss: 0.0312361 | Time: 2010.66 ms [2020-12-18 13:12:52 main:581] : INFO : Epoch 1805 | loss: 0.0310774 | val_loss: 0.0312343 | Time: 2002.96 ms [2020-12-18 13:12:54 main:581] : INFO : Epoch 1806 | loss: 0.0310771 | val_loss: 0.0312281 | Time: 2008.97 ms [2020-12-18 13:12:56 main:581] : INFO : Epoch 1807 | loss: 0.0310711 | val_loss: 0.0312328 | Time: 2001.84 ms [2020-12-18 13:12:58 main:581] : INFO : Epoch 1808 | loss: 0.0310767 | val_loss: 0.0312352 | Time: 2010.52 ms [2020-12-18 13:13:00 main:581] : INFO : Epoch 1809 | loss: 0.031073 | val_loss: 0.0312255 | Time: 2009.22 ms [2020-12-18 13:13:02 main:581] : INFO : Epoch 1810 | loss: 0.031076 | val_loss: 0.0312214 | Time: 2004.19 ms [2020-12-18 13:13:04 main:581] : INFO : Epoch 1811 | loss: 0.0311205 | val_loss: 0.0312218 | Time: 2008.57 ms [2020-12-18 13:13:06 main:581] : INFO : Epoch 1812 | loss: 0.0311146 | val_loss: 0.0312301 | Time: 1998.65 ms [2020-12-18 13:13:08 main:581] : INFO : Epoch 1813 | loss: 0.0311001 | val_loss: 0.0312493 | Time: 2013.82 ms [2020-12-18 13:13:10 main:581] : INFO : Epoch 1814 | loss: 0.0310898 | val_loss: 0.0312214 | Time: 1999.58 ms [2020-12-18 13:13:12 main:581] : INFO : Epoch 1815 | loss: 0.0310804 | val_loss: 0.0312482 | Time: 2010.15 ms [2020-12-18 13:13:14 main:581] : INFO : Epoch 1816 | loss: 0.0310713 | val_loss: 0.031229 | Time: 2002.27 ms [2020-12-18 13:13:16 main:581] : INFO : Epoch 1817 | loss: 0.0310679 | val_loss: 0.0312337 | Time: 2008.1 ms [2020-12-18 13:13:18 main:581] : INFO : Epoch 1818 | loss: 0.0310753 | val_loss: 0.0312363 | Time: 2005.56 ms [2020-12-18 13:13:20 main:581] : INFO : Epoch 1819 | loss: 0.0310835 | val_loss: 0.0312175 | Time: 2002.14 ms [2020-12-18 13:13:22 main:581] : INFO : Epoch 1820 | loss: 0.0310739 | val_loss: 0.0312278 | Time: 2013.42 ms [2020-12-18 13:13:24 main:581] : INFO : Epoch 1821 | loss: 0.0310715 | val_loss: 0.031241 | Time: 2005.45 ms [2020-12-18 13:13:26 main:581] : INFO : Epoch 1822 | loss: 0.0310737 | val_loss: 0.0312239 | Time: 2004.71 ms [2020-12-18 13:13:28 main:581] : INFO : Epoch 1823 | loss: 0.0310733 | val_loss: 0.0312394 | Time: 1995.86 ms [2020-12-18 13:13:30 main:581] : INFO : Epoch 1824 | loss: 0.031077 | val_loss: 0.0312543 | Time: 1999.03 ms [2020-12-18 13:13:32 main:581] : INFO : Epoch 1825 | loss: 0.0310714 | val_loss: 0.0312351 | Time: 2011.39 ms [2020-12-18 13:13:34 main:581] : INFO : Epoch 1826 | loss: 0.0310712 | val_loss: 0.0312424 | Time: 2010.98 ms [2020-12-18 13:13:36 main:581] : INFO : Epoch 1827 | loss: 0.0310719 | val_loss: 0.0312577 | Time: 2003.63 ms [2020-12-18 13:13:38 main:581] : INFO : Epoch 1828 | loss: 0.0310737 | val_loss: 0.0312308 | Time: 2001.81 ms [2020-12-18 13:13:40 main:581] : INFO : Epoch 1829 | loss: 0.0310758 | val_loss: 0.0312264 | Time: 2003.26 ms [2020-12-18 13:13:42 main:581] : INFO : Epoch 1830 | loss: 0.0310727 | val_loss: 0.0312351 | Time: 2008.97 ms [2020-12-18 13:13:44 main:581] : INFO : Epoch 1831 | loss: 0.0310806 | val_loss: 0.0312292 | Time: 2002.85 ms [2020-12-18 13:13:46 main:581] : INFO : Epoch 1832 | loss: 0.0310736 | val_loss: 0.0312294 | Time: 2011.02 ms [2020-12-18 13:13:48 main:581] : INFO : Epoch 1833 | loss: 0.0310682 | val_loss: 0.0312237 | Time: 2003.31 ms [2020-12-18 13:13:50 main:581] : INFO : Epoch 1834 | loss: 0.0310856 | val_loss: 0.031227 | Time: 2012.75 ms [2020-12-18 13:13:52 main:581] : INFO : Epoch 1835 | loss: 0.0310841 | val_loss: 0.0312478 | Time: 2015.04 ms [2020-12-18 13:13:54 main:581] : INFO : Epoch 1836 | loss: 0.0310833 | val_loss: 0.0312138 | Time: 2003.89 ms [2020-12-18 13:13:56 main:581] : INFO : Epoch 1837 | loss: 0.0310779 | val_loss: 0.0312227 | Time: 2007.42 ms [2020-12-18 13:13:58 main:581] : INFO : Epoch 1838 | loss: 0.0310768 | val_loss: 0.0312456 | Time: 2005.45 ms [2020-12-18 13:14:00 main:581] : INFO : Epoch 1839 | loss: 0.0310714 | val_loss: 0.0312341 | Time: 2012.79 ms [2020-12-18 13:14:02 main:581] : INFO : Epoch 1840 | loss: 0.0310823 | val_loss: 0.0312363 | Time: 2004.09 ms [2020-12-18 13:14:04 main:581] : INFO : Epoch 1841 | loss: 0.0311146 | val_loss: 0.0312196 | Time: 2010.2 ms [2020-12-18 13:14:06 main:581] : INFO : Epoch 1842 | loss: 0.0311082 | val_loss: 0.0312176 | Time: 2003.88 ms [2020-12-18 13:14:08 main:581] : INFO : Epoch 1843 | loss: 0.0310953 | val_loss: 0.0312169 | Time: 2007.46 ms [2020-12-18 13:14:10 main:581] : INFO : Epoch 1844 | loss: 0.0310867 | val_loss: 0.0312156 | Time: 2001.21 ms [2020-12-18 13:14:12 main:581] : INFO : Epoch 1845 | loss: 0.03108 | val_loss: 0.0312223 | Time: 2011.13 ms [2020-12-18 13:14:14 main:581] : INFO : Epoch 1846 | loss: 0.0310796 | val_loss: 0.0312361 | Time: 2008.95 ms [2020-12-18 13:14:16 main:581] : INFO : Epoch 1847 | loss: 0.0310871 | val_loss: 0.0312368 | Time: 2001.23 ms [2020-12-18 13:14:18 main:581] : INFO : Epoch 1848 | loss: 0.0310999 | val_loss: 0.0312072 | Time: 2012.97 ms [2020-12-18 13:14:20 main:581] : INFO : Epoch 1849 | loss: 0.0310867 | val_loss: 0.0312508 | Time: 2010.54 ms [2020-12-18 13:14:22 main:581] : INFO : Epoch 1850 | loss: 0.0310746 | val_loss: 0.0312393 | Time: 1998.8 ms [2020-12-18 13:14:24 main:581] : INFO : Epoch 1851 | loss: 0.0310703 | val_loss: 0.0312377 | Time: 2004.9 ms [2020-12-18 13:14:26 main:581] : INFO : Epoch 1852 | loss: 0.0310719 | val_loss: 0.0312365 | Time: 2008.35 ms [2020-12-18 13:14:28 main:581] : INFO : Epoch 1853 | loss: 0.0310703 | val_loss: 0.0312523 | Time: 2001.17 ms [2020-12-18 13:14:30 main:581] : INFO : Epoch 1854 | loss: 0.0310679 | val_loss: 0.0312302 | Time: 2009.63 ms [2020-12-18 13:14:32 main:581] : INFO : Epoch 1855 | loss: 0.0310644 | val_loss: 0.0312303 | Time: 2001.44 ms [2020-12-18 13:14:34 main:581] : INFO : Epoch 1856 | loss: 0.0310642 | val_loss: 0.0312399 | Time: 2008.95 ms [2020-12-18 13:14:36 main:581] : INFO : Epoch 1857 | loss: 0.0310664 | val_loss: 0.0312457 | Time: 2001.78 ms [2020-12-18 13:14:38 main:581] : INFO : Epoch 1858 | loss: 0.0310718 | val_loss: 0.0312253 | Time: 2013.02 ms [2020-12-18 13:14:40 main:581] : INFO : Epoch 1859 | loss: 0.0310698 | val_loss: 0.0312371 | Time: 2005.47 ms [2020-12-18 13:14:42 main:581] : INFO : Epoch 1860 | loss: 0.0310665 | val_loss: 0.0312259 | Time: 2010.62 ms [2020-12-18 13:14:44 main:581] : INFO : Epoch 1861 | loss: 0.0310674 | val_loss: 0.031247 | Time: 2009.6 ms [2020-12-18 13:14:46 main:581] : INFO : Epoch 1862 | loss: 0.0310673 | val_loss: 0.0312535 | Time: 2002.67 ms [2020-12-18 13:14:48 main:581] : INFO : Epoch 1863 | loss: 0.0310648 | val_loss: 0.0312412 | Time: 2008.27 ms [2020-12-18 13:14:50 main:581] : INFO : Epoch 1864 | loss: 0.0310676 | val_loss: 0.0312339 | Time: 2011.22 ms [2020-12-18 13:14:52 main:581] : INFO : Epoch 1865 | loss: 0.0310805 | val_loss: 0.0312124 | Time: 2005.21 ms [2020-12-18 13:14:54 main:581] : INFO : Epoch 1866 | loss: 0.0311159 | val_loss: 0.0312189 | Time: 2011.04 ms [2020-12-18 13:14:56 main:581] : INFO : Epoch 1867 | loss: 0.031097 | val_loss: 0.0312226 | Time: 2005.67 ms [2020-12-18 13:14:58 main:581] : INFO : Epoch 1868 | loss: 0.0310782 | val_loss: 0.0312404 | Time: 2012.55 ms [2020-12-18 13:15:00 main:581] : INFO : Epoch 1869 | loss: 0.0310702 | val_loss: 0.0312353 | Time: 2006.09 ms [2020-12-18 13:15:02 main:581] : INFO : Epoch 1870 | loss: 0.0310614 | val_loss: 0.0312329 | Time: 2008.23 ms [2020-12-18 13:15:04 main:581] : INFO : Epoch 1871 | loss: 0.0310655 | val_loss: 0.0312525 | Time: 2004.62 ms [2020-12-18 13:15:06 main:581] : INFO : Epoch 1872 | loss: 0.0310666 | val_loss: 0.0312386 | Time: 1999.2 ms [2020-12-18 13:15:08 main:581] : INFO : Epoch 1873 | loss: 0.0310711 | val_loss: 0.0312298 | Time: 2010.71 ms [2020-12-18 13:15:10 main:581] : INFO : Epoch 1874 | loss: 0.0310717 | val_loss: 0.0312335 | Time: 2005.98 ms [2020-12-18 13:15:12 main:581] : INFO : Epoch 1875 | loss: 0.0310662 | val_loss: 0.031233 | Time: 2013.39 ms [2020-12-18 13:15:14 main:581] : INFO : Epoch 1876 | loss: 0.0310753 | val_loss: 0.0312377 | Time: 2006.8 ms [2020-12-18 13:15:16 main:581] : INFO : Epoch 1877 | loss: 0.0310669 | val_loss: 0.0312409 | Time: 1997.54 ms [2020-12-18 13:15:18 main:581] : INFO : Epoch 1878 | loss: 0.0310699 | val_loss: 0.0312374 | Time: 2004.76 ms [2020-12-18 13:15:20 main:581] : INFO : Epoch 1879 | loss: 0.0310747 | val_loss: 0.0312361 | Time: 2001.97 ms [2020-12-18 13:15:22 main:581] : INFO : Epoch 1880 | loss: 0.0310726 | val_loss: 0.0312326 | Time: 2004.07 ms [2020-12-18 13:15:24 main:581] : INFO : Epoch 1881 | loss: 0.0310787 | val_loss: 0.0312365 | Time: 2010.97 ms [2020-12-18 13:15:27 main:581] : INFO : Epoch 1882 | loss: 0.0310756 | val_loss: 0.0312233 | Time: 2010.78 ms [2020-12-18 13:15:29 main:581] : INFO : Epoch 1883 | loss: 0.0310702 | val_loss: 0.0312316 | Time: 1993.75 ms [2020-12-18 13:15:31 main:581] : INFO : Epoch 1884 | loss: 0.031061 | val_loss: 0.0312391 | Time: 2009.15 ms [2020-12-18 13:15:33 main:581] : INFO : Epoch 1885 | loss: 0.0310662 | val_loss: 0.0312272 | Time: 2003.88 ms [2020-12-18 13:15:35 main:581] : INFO : Epoch 1886 | loss: 0.031068 | val_loss: 0.0312201 | Time: 2007 ms [2020-12-18 13:15:37 main:581] : INFO : Epoch 1887 | loss: 0.0310852 | val_loss: 0.0312349 | Time: 2002.52 ms [2020-12-18 13:15:39 main:581] : INFO : Epoch 1888 | loss: 0.0310749 | val_loss: 0.0312357 | Time: 2007.65 ms [2020-12-18 13:15:41 main:581] : INFO : Epoch 1889 | loss: 0.0310695 | val_loss: 0.0312514 | Time: 2008.41 ms [2020-12-18 13:15:43 main:581] : INFO : Epoch 1890 | loss: 0.0310734 | val_loss: 0.0312515 | Time: 1999.5 ms [2020-12-18 13:15:45 main:581] : INFO : Epoch 1891 | loss: 0.0310714 | val_loss: 0.0312467 | Time: 2012.1 ms [2020-12-18 13:15:47 main:581] : INFO : Epoch 1892 | loss: 0.0310728 | val_loss: 0.0312422 | Time: 2002.7 ms [2020-12-18 13:15:49 main:581] : INFO : Epoch 1893 | loss: 0.0310756 | val_loss: 0.0312432 | Time: 2004.9 ms [2020-12-18 13:15:51 main:581] : INFO : Epoch 1894 | loss: 0.0310668 | val_loss: 0.0312458 | Time: 2010.22 ms [2020-12-18 13:15:53 main:581] : INFO : Epoch 1895 | loss: 0.0310647 | val_loss: 0.0312247 | Time: 2002.59 ms [2020-12-18 13:15:55 main:581] : INFO : Epoch 1896 | loss: 0.031062 | val_loss: 0.0312246 | Time: 2012.17 ms [2020-12-18 13:15:57 main:581] : INFO : Epoch 1897 | loss: 0.0310773 | val_loss: 0.0312366 | Time: 2010.82 ms [2020-12-18 13:15:59 main:581] : INFO : Epoch 1898 | loss: 0.0310846 | val_loss: 0.031234 | Time: 2002.52 ms [2020-12-18 13:16:01 main:581] : INFO : Epoch 1899 | loss: 0.0310721 | val_loss: 0.0312268 | Time: 2009.1 ms [2020-12-18 13:16:03 main:581] : INFO : Epoch 1900 | loss: 0.0310679 | val_loss: 0.0312334 | Time: 2003.03 ms [2020-12-18 13:16:05 main:581] : INFO : Epoch 1901 | loss: 0.031072 | val_loss: 0.0312355 | Time: 2004.99 ms [2020-12-18 13:16:07 main:581] : INFO : Epoch 1902 | loss: 0.0310733 | val_loss: 0.0312247 | Time: 2007.91 ms [2020-12-18 13:16:09 main:581] : INFO : Epoch 1903 | loss: 0.0310675 | val_loss: 0.0312262 | Time: 2008.1 ms [2020-12-18 13:16:11 main:581] : INFO : Epoch 1904 | loss: 0.0310692 | val_loss: 0.0312309 | Time: 2004.4 ms [2020-12-18 13:16:13 main:581] : INFO : Epoch 1905 | loss: 0.0310737 | val_loss: 0.0312366 | Time: 2011.39 ms [2020-12-18 13:16:15 main:581] : INFO : Epoch 1906 | loss: 0.0310776 | val_loss: 0.0312302 | Time: 2003.61 ms [2020-12-18 13:16:17 main:581] : INFO : Epoch 1907 | loss: 0.031072 | val_loss: 0.0312438 | Time: 2009.94 ms [2020-12-18 13:16:19 main:581] : INFO : Epoch 1908 | loss: 0.031062 | val_loss: 0.0312258 | Time: 2012.58 ms [2020-12-18 13:16:21 main:581] : INFO : Epoch 1909 | loss: 0.031063 | val_loss: 0.0312219 | Time: 1996.01 ms [2020-12-18 13:16:23 main:581] : INFO : Epoch 1910 | loss: 0.0310674 | val_loss: 0.0312271 | Time: 2010.89 ms [2020-12-18 13:16:25 main:581] : INFO : Epoch 1911 | loss: 0.0310681 | val_loss: 0.0312503 | Time: 2001.25 ms [2020-12-18 13:16:27 main:581] : INFO : Epoch 1912 | loss: 0.0310663 | val_loss: 0.0312365 | Time: 2007.01 ms [2020-12-18 13:16:29 main:581] : INFO : Epoch 1913 | loss: 0.0310648 | val_loss: 0.031249 | Time: 2010.76 ms [2020-12-18 13:16:31 main:581] : INFO : Epoch 1914 | loss: 0.0310649 | val_loss: 0.0312504 | Time: 2011.1 ms [2020-12-18 13:16:33 main:581] : INFO : Epoch 1915 | loss: 0.0310674 | val_loss: 0.0312456 | Time: 2010.07 ms [2020-12-18 13:16:35 main:581] : INFO : Epoch 1916 | loss: 0.0310705 | val_loss: 0.0312469 | Time: 2008.28 ms [2020-12-18 13:16:37 main:581] : INFO : Epoch 1917 | loss: 0.0310635 | val_loss: 0.0312642 | Time: 2004.28 ms [2020-12-18 13:16:39 main:581] : INFO : Epoch 1918 | loss: 0.0310632 | val_loss: 0.0312438 | Time: 2009.23 ms [2020-12-18 13:16:41 main:581] : INFO : Epoch 1919 | loss: 0.0310709 | val_loss: 0.0312182 | Time: 2003.62 ms [2020-12-18 13:16:43 main:581] : INFO : Epoch 1920 | loss: 0.0310734 | val_loss: 0.0312362 | Time: 2011.07 ms [2020-12-18 13:16:45 main:581] : INFO : Epoch 1921 | loss: 0.0310925 | val_loss: 0.0312269 | Time: 2004.37 ms [2020-12-18 13:16:47 main:581] : INFO : Epoch 1922 | loss: 0.0311141 | val_loss: 0.0312198 | Time: 2008.18 ms [2020-12-18 13:16:49 main:581] : INFO : Epoch 1923 | loss: 0.031102 | val_loss: 0.0312159 | Time: 2001.16 ms [2020-12-18 13:16:51 main:581] : INFO : Epoch 1924 | loss: 0.0310909 | val_loss: 0.0312359 | Time: 2006.92 ms [2020-12-18 13:16:53 main:581] : INFO : Epoch 1925 | loss: 0.031109 | val_loss: 0.0312378 | Time: 2002.34 ms [2020-12-18 13:16:55 main:581] : INFO : Epoch 1926 | loss: 0.0311049 | val_loss: 0.0312464 | Time: 2005.12 ms [2020-12-18 13:16:57 main:581] : INFO : Epoch 1927 | loss: 0.0310842 | val_loss: 0.0312394 | Time: 2008.3 ms [2020-12-18 13:16:59 main:581] : INFO : Epoch 1928 | loss: 0.0310759 | val_loss: 0.031238 | Time: 2001.99 ms [2020-12-18 13:17:01 main:581] : INFO : Epoch 1929 | loss: 0.031069 | val_loss: 0.0312419 | Time: 2010.12 ms [2020-12-18 13:17:03 main:581] : INFO : Epoch 1930 | loss: 0.0310729 | val_loss: 0.0312329 | Time: 2009.4 ms [2020-12-18 13:17:05 main:581] : INFO : Epoch 1931 | loss: 0.0310678 | val_loss: 0.0312353 | Time: 2011.07 ms [2020-12-18 13:17:07 main:581] : INFO : Epoch 1932 | loss: 0.0310726 | val_loss: 0.031256 | Time: 2011.31 ms [2020-12-18 13:17:09 main:581] : INFO : Epoch 1933 | loss: 0.0310672 | val_loss: 0.0312392 | Time: 2004.38 ms [2020-12-18 13:17:11 main:581] : INFO : Epoch 1934 | loss: 0.03107 | val_loss: 0.0312415 | Time: 2009.54 ms [2020-12-18 13:17:13 main:581] : INFO : Epoch 1935 | loss: 0.031068 | val_loss: 0.0312306 | Time: 2003.34 ms [2020-12-18 13:17:15 main:581] : INFO : Epoch 1936 | loss: 0.0310696 | val_loss: 0.0312362 | Time: 2006.18 ms [2020-12-18 13:17:17 main:581] : INFO : Epoch 1937 | loss: 0.031066 | val_loss: 0.0312567 | Time: 2007.93 ms [2020-12-18 13:17:19 main:581] : INFO : Epoch 1938 | loss: 0.0310613 | val_loss: 0.0312567 | Time: 2008.82 ms [2020-12-18 13:17:21 main:581] : INFO : Epoch 1939 | loss: 0.0310596 | val_loss: 0.0312597 | Time: 2003.65 ms [2020-12-18 13:17:23 main:581] : INFO : Epoch 1940 | loss: 0.0310598 | val_loss: 0.0312296 | Time: 2001.64 ms [2020-12-18 13:17:25 main:581] : INFO : Epoch 1941 | loss: 0.0310621 | val_loss: 0.0312423 | Time: 2008.84 ms [2020-12-18 13:17:27 main:581] : INFO : Epoch 1942 | loss: 0.0310671 | val_loss: 0.0312507 | Time: 2001.85 ms [2020-12-18 13:17:29 main:581] : INFO : Epoch 1943 | loss: 0.0310743 | val_loss: 0.0312578 | Time: 2008.22 ms [2020-12-18 13:17:31 main:581] : INFO : Epoch 1944 | loss: 0.0310668 | val_loss: 0.0312372 | Time: 1999.13 ms [2020-12-18 13:17:33 main:581] : INFO : Epoch 1945 | loss: 0.0310648 | val_loss: 0.0312512 | Time: 2003.03 ms [2020-12-18 13:17:35 main:581] : INFO : Epoch 1946 | loss: 0.0310629 | val_loss: 0.031232 | Time: 2011.36 ms [2020-12-18 13:17:37 main:581] : INFO : Epoch 1947 | loss: 0.0310651 | val_loss: 0.0312492 | Time: 2002.65 ms [2020-12-18 13:17:39 main:581] : INFO : Epoch 1948 | loss: 0.0310662 | val_loss: 0.0312411 | Time: 2010.52 ms [2020-12-18 13:17:41 main:581] : INFO : Epoch 1949 | loss: 0.0310626 | val_loss: 0.0312308 | Time: 2001.18 ms [2020-12-18 13:17:43 main:581] : INFO : Epoch 1950 | loss: 0.0310666 | val_loss: 0.0312241 | Time: 2009.45 ms [2020-12-18 13:17:45 main:581] : INFO : Epoch 1951 | loss: 0.0310747 | val_loss: 0.0312356 | Time: 2002.42 ms [2020-12-18 13:17:47 main:581] : INFO : Epoch 1952 | loss: 0.0310657 | val_loss: 0.0312459 | Time: 2009.72 ms [2020-12-18 13:17:49 main:581] : INFO : Epoch 1953 | loss: 0.0310635 | val_loss: 0.0312311 | Time: 2004.5 ms [2020-12-18 13:17:51 main:581] : INFO : Epoch 1954 | loss: 0.0310623 | val_loss: 0.0312382 | Time: 2010.53 ms [2020-12-18 13:17:53 main:581] : INFO : Epoch 1955 | loss: 0.0310668 | val_loss: 0.0312486 | Time: 2003.54 ms [2020-12-18 13:17:55 main:581] : INFO : Epoch 1956 | loss: 0.0310588 | val_loss: 0.0312142 | Time: 2009.8 ms [2020-12-18 13:17:57 main:581] : INFO : Epoch 1957 | loss: 0.0310618 | val_loss: 0.0312245 | Time: 2006.2 ms [2020-12-18 13:17:59 main:581] : INFO : Epoch 1958 | loss: 0.031059 | val_loss: 0.0312478 | Time: 2013.12 ms [2020-12-18 13:18:01 main:581] : INFO : Epoch 1959 | loss: 0.0310586 | val_loss: 0.0312427 | Time: 2005.92 ms [2020-12-18 13:18:03 main:581] : INFO : Epoch 1960 | loss: 0.0310608 | val_loss: 0.0312531 | Time: 2014.35 ms [2020-12-18 13:18:05 main:581] : INFO : Epoch 1961 | loss: 0.0310664 | val_loss: 0.0312542 | Time: 2008.7 ms [2020-12-18 13:18:07 main:581] : INFO : Epoch 1962 | loss: 0.0310631 | val_loss: 0.0312466 | Time: 2013.45 ms [2020-12-18 13:18:09 main:581] : INFO : Epoch 1963 | loss: 0.031071 | val_loss: 0.0312421 | Time: 2007.15 ms [2020-12-18 13:18:11 main:581] : INFO : Epoch 1964 | loss: 0.0310639 | val_loss: 0.031217 | Time: 2016.54 ms [2020-12-18 13:18:13 main:581] : INFO : Epoch 1965 | loss: 0.0310704 | val_loss: 0.0312315 | Time: 2007.44 ms [2020-12-18 13:18:15 main:581] : INFO : Epoch 1966 | loss: 0.0310661 | val_loss: 0.031223 | Time: 2014.03 ms [2020-12-18 13:18:17 main:581] : INFO : Epoch 1967 | loss: 0.031067 | val_loss: 0.0312502 | Time: 2007.16 ms [2020-12-18 13:18:19 main:581] : INFO : Epoch 1968 | loss: 0.0310663 | val_loss: 0.0312691 | Time: 2008.49 ms [2020-12-18 13:18:21 main:581] : INFO : Epoch 1969 | loss: 0.0310611 | val_loss: 0.031246 | Time: 2013.29 ms [2020-12-18 13:18:23 main:581] : INFO : Epoch 1970 | loss: 0.0310592 | val_loss: 0.0312213 | Time: 2004.11 ms [2020-12-18 13:18:25 main:581] : INFO : Epoch 1971 | loss: 0.0310643 | val_loss: 0.0312461 | Time: 2013.6 ms [2020-12-18 13:18:27 main:581] : INFO : Epoch 1972 | loss: 0.0310839 | val_loss: 0.0312578 | Time: 2008.37 ms [2020-12-18 13:18:29 main:581] : INFO : Epoch 1973 | loss: 0.0310712 | val_loss: 0.0312447 | Time: 2004.65 ms [2020-12-18 13:18:31 main:581] : INFO : Epoch 1974 | loss: 0.0310644 | val_loss: 0.0312312 | Time: 2008.52 ms [2020-12-18 13:18:33 main:581] : INFO : Epoch 1975 | loss: 0.0310618 | val_loss: 0.031247 | Time: 2001.56 ms [2020-12-18 13:18:35 main:581] : INFO : Epoch 1976 | loss: 0.0310677 | val_loss: 0.0312578 | Time: 2003.34 ms [2020-12-18 13:18:37 main:581] : INFO : Epoch 1977 | loss: 0.0310593 | val_loss: 0.0312413 | Time: 2016.77 ms [2020-12-18 13:18:39 main:581] : INFO : Epoch 1978 | loss: 0.0310741 | val_loss: 0.0312368 | Time: 2003.39 ms [2020-12-18 13:18:41 main:581] : INFO : Epoch 1979 | loss: 0.0310704 | val_loss: 0.0312651 | Time: 2004.97 ms [2020-12-18 13:18:43 main:581] : INFO : Epoch 1980 | loss: 0.0310651 | val_loss: 0.0312449 | Time: 2008.55 ms [2020-12-18 13:18:45 main:581] : INFO : Epoch 1981 | loss: 0.0310684 | val_loss: 0.0312475 | Time: 2013.27 ms [2020-12-18 13:18:47 main:581] : INFO : Epoch 1982 | loss: 0.0310633 | val_loss: 0.031262 | Time: 2006.29 ms [2020-12-18 13:18:49 main:581] : INFO : Epoch 1983 | loss: 0.0310573 | val_loss: 0.0312494 | Time: 2007.77 ms [2020-12-18 13:18:51 main:581] : INFO : Epoch 1984 | loss: 0.0310632 | val_loss: 0.0312403 | Time: 2012.6 ms [2020-12-18 13:18:53 main:581] : INFO : Epoch 1985 | loss: 0.0310603 | val_loss: 0.0312507 | Time: 2001.59 ms [2020-12-18 13:18:55 main:581] : INFO : Epoch 1986 | loss: 0.0310779 | val_loss: 0.0312311 | Time: 2008.87 ms [2020-12-18 13:18:57 main:581] : INFO : Epoch 1987 | loss: 0.0310736 | val_loss: 0.0312345 | Time: 1994.71 ms [2020-12-18 13:18:59 main:581] : INFO : Epoch 1988 | loss: 0.0310642 | val_loss: 0.0312299 | Time: 2011.56 ms [2020-12-18 13:19:01 main:581] : INFO : Epoch 1989 | loss: 0.0310616 | val_loss: 0.0312313 | Time: 2001.46 ms [2020-12-18 13:19:03 main:581] : INFO : Epoch 1990 | loss: 0.0310663 | val_loss: 0.0312317 | Time: 2011.55 ms [2020-12-18 13:19:05 main:581] : INFO : Epoch 1991 | loss: 0.0310622 | val_loss: 0.0312259 | Time: 2004.06 ms [2020-12-18 13:19:07 main:581] : INFO : Epoch 1992 | loss: 0.0310633 | val_loss: 0.0312729 | Time: 2009.77 ms [2020-12-18 13:19:09 main:581] : INFO : Epoch 1993 | loss: 0.0310613 | val_loss: 0.0312617 | Time: 2005.01 ms [2020-12-18 13:19:11 main:581] : INFO : Epoch 1994 | loss: 0.031057 | val_loss: 0.0312671 | Time: 2013.9 ms [2020-12-18 13:19:13 main:581] : INFO : Epoch 1995 | loss: 0.0310558 | val_loss: 0.0312437 | Time: 2007.23 ms [2020-12-18 13:19:15 main:581] : INFO : Epoch 1996 | loss: 0.0310661 | val_loss: 0.031269 | Time: 2011.13 ms [2020-12-18 13:19:17 main:581] : INFO : Epoch 1997 | loss: 0.0310625 | val_loss: 0.0312471 | Time: 2014.91 ms [2020-12-18 13:19:19 main:581] : INFO : Epoch 1998 | loss: 0.0310607 | val_loss: 0.0312379 | Time: 2004.28 ms [2020-12-18 13:19:21 main:581] : INFO : Epoch 1999 | loss: 0.0310611 | val_loss: 0.0312588 | Time: 2002.71 ms [2020-12-18 13:19:23 main:581] : INFO : Epoch 2000 | loss: 0.0311037 | val_loss: 0.0312119 | Time: 2010.78 ms [2020-12-18 13:19:25 main:581] : INFO : Epoch 2001 | loss: 0.0311723 | val_loss: 0.0312041 | Time: 2001.7 ms [2020-12-18 13:19:27 main:581] : INFO : Epoch 2002 | loss: 0.031164 | val_loss: 0.0312011 | Time: 2014.1 ms [2020-12-18 13:19:29 main:581] : INFO : Epoch 2003 | loss: 0.0311525 | val_loss: 0.0311965 | Time: 2001.16 ms [2020-12-18 13:19:31 main:581] : INFO : Epoch 2004 | loss: 0.0311436 | val_loss: 0.0311995 | Time: 2008.57 ms [2020-12-18 13:19:33 main:581] : INFO : Epoch 2005 | loss: 0.0311377 | val_loss: 0.0311948 | Time: 2011.67 ms [2020-12-18 13:19:35 main:581] : INFO : Epoch 2006 | loss: 0.0311326 | val_loss: 0.0311973 | Time: 2002.8 ms [2020-12-18 13:19:37 main:581] : INFO : Epoch 2007 | loss: 0.0311253 | val_loss: 0.0311975 | Time: 2010.11 ms [2020-12-18 13:19:39 main:581] : INFO : Epoch 2008 | loss: 0.0311212 | val_loss: 0.0312039 | Time: 1999.25 ms [2020-12-18 13:19:41 main:581] : INFO : Epoch 2009 | loss: 0.0311172 | val_loss: 0.031204 | Time: 2002.51 ms [2020-12-18 13:19:43 main:581] : INFO : Epoch 2010 | loss: 0.0311121 | val_loss: 0.0312099 | Time: 2005.89 ms [2020-12-18 13:19:45 main:581] : INFO : Epoch 2011 | loss: 0.0311074 | val_loss: 0.0312151 | Time: 2007.65 ms [2020-12-18 13:19:47 main:581] : INFO : Epoch 2012 | loss: 0.0311042 | val_loss: 0.0312076 | Time: 2005.35 ms [2020-12-18 13:19:49 main:581] : INFO : Epoch 2013 | loss: 0.0310996 | val_loss: 0.0312309 | Time: 2010.18 ms [2020-12-18 13:19:51 main:581] : INFO : Epoch 2014 | loss: 0.0310992 | val_loss: 0.0312044 | Time: 2010.46 ms [2020-12-18 13:19:53 main:581] : INFO : Epoch 2015 | loss: 0.0310949 | val_loss: 0.0312117 | Time: 2003.46 ms [2020-12-18 13:19:55 main:581] : INFO : Epoch 2016 | loss: 0.0310895 | val_loss: 0.0312224 | Time: 2004.95 ms [2020-12-18 13:19:57 main:581] : INFO : Epoch 2017 | loss: 0.0310865 | val_loss: 0.0312247 | Time: 2002.18 ms [2020-12-18 13:19:59 main:581] : INFO : Epoch 2018 | loss: 0.0310896 | val_loss: 0.0312193 | Time: 2011.3 ms [2020-12-18 13:20:01 main:581] : INFO : Epoch 2019 | loss: 0.0310823 | val_loss: 0.0312205 | Time: 1999.67 ms [2020-12-18 13:20:03 main:581] : INFO : Epoch 2020 | loss: 0.0310807 | val_loss: 0.0312166 | Time: 2007.59 ms [2020-12-18 13:20:06 main:581] : INFO : Epoch 2021 | loss: 0.0310848 | val_loss: 0.0312204 | Time: 2012.78 ms [2020-12-18 13:20:08 main:581] : INFO : Epoch 2022 | loss: 0.0310768 | val_loss: 0.0312286 | Time: 2003.11 ms [2020-12-18 13:20:10 main:581] : INFO : Epoch 2023 | loss: 0.0310731 | val_loss: 0.031236 | Time: 2012.16 ms [2020-12-18 13:20:12 main:581] : INFO : Epoch 2024 | loss: 0.0310742 | val_loss: 0.0312416 | Time: 2009.58 ms [2020-12-18 13:20:14 main:581] : INFO : Epoch 2025 | loss: 0.0310788 | val_loss: 0.0312226 | Time: 2011.58 ms [2020-12-18 13:20:16 main:581] : INFO : Epoch 2026 | loss: 0.0310805 | val_loss: 0.0312211 | Time: 2010.37 ms [2020-12-18 13:20:18 main:581] : INFO : Epoch 2027 | loss: 0.0310803 | val_loss: 0.0312358 | Time: 2003.85 ms [2020-12-18 13:20:20 main:581] : INFO : Epoch 2028 | loss: 0.0310757 | val_loss: 0.0312213 | Time: 2015.18 ms [2020-12-18 13:20:22 main:581] : INFO : Epoch 2029 | loss: 0.0310735 | val_loss: 0.0312104 | Time: 2005.69 ms [2020-12-18 13:20:24 main:581] : INFO : Epoch 2030 | loss: 0.0310814 | val_loss: 0.0312345 | Time: 2008.38 ms [2020-12-18 13:20:26 main:581] : INFO : Epoch 2031 | loss: 0.0310771 | val_loss: 0.0312431 | Time: 2005.97 ms [2020-12-18 13:20:28 main:581] : INFO : Epoch 2032 | loss: 0.0310707 | val_loss: 0.0312499 | Time: 2007.62 ms [2020-12-18 13:20:30 main:581] : INFO : Epoch 2033 | loss: 0.0310672 | val_loss: 0.0312501 | Time: 2012.59 ms [2020-12-18 13:20:32 main:581] : INFO : Epoch 2034 | loss: 0.0310647 | val_loss: 0.0312371 | Time: 2010.12 ms [2020-12-18 13:20:34 main:581] : INFO : Epoch 2035 | loss: 0.0310732 | val_loss: 0.0312217 | Time: 2011.04 ms [2020-12-18 13:20:36 main:581] : INFO : Epoch 2036 | loss: 0.0310663 | val_loss: 0.0312461 | Time: 2000.77 ms [2020-12-18 13:20:38 main:581] : INFO : Epoch 2037 | loss: 0.0310671 | val_loss: 0.0312281 | Time: 2001.64 ms [2020-12-18 13:20:40 main:581] : INFO : Epoch 2038 | loss: 0.0310752 | val_loss: 0.0312293 | Time: 2009.31 ms [2020-12-18 13:20:42 main:581] : INFO : Epoch 2039 | loss: 0.0310731 | val_loss: 0.0312587 | Time: 2007.77 ms [2020-12-18 13:20:44 main:581] : INFO : Epoch 2040 | loss: 0.0310732 | val_loss: 0.0312365 | Time: 2002.28 ms [2020-12-18 13:20:46 main:581] : INFO : Epoch 2041 | loss: 0.0310694 | val_loss: 0.0312439 | Time: 2011.53 ms [2020-12-18 13:20:48 main:581] : INFO : Epoch 2042 | loss: 0.0310674 | val_loss: 0.0312516 | Time: 2000.22 ms [2020-12-18 13:20:50 main:581] : INFO : Epoch 2043 | loss: 0.0310638 | val_loss: 0.0312405 | Time: 2000.09 ms [2020-12-18 13:20:52 main:581] : INFO : Epoch 2044 | loss: 0.0310581 | val_loss: 0.0312605 | Time: 2009.08 ms [2020-12-18 13:20:54 main:581] : INFO : Epoch 2045 | loss: 0.031065 | val_loss: 0.0312448 | Time: 2001.34 ms [2020-12-18 13:20:56 main:581] : INFO : Epoch 2046 | loss: 0.0310626 | val_loss: 0.0312496 | Time: 2001.28 ms [2020-12-18 13:20:58 main:581] : INFO : Epoch 2047 | loss: 0.0310634 | val_loss: 0.0312495 | Time: 2010.36 ms [2020-12-18 13:21:00 main:581] : INFO : Epoch 2048 | loss: 0.0310603 | val_loss: 0.0312631 | Time: 2009.62 ms [2020-12-18 13:21:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312631 [2020-12-18 13:21:00 main:610] : INFO : Saving end state to config to file [2020-12-18 13:21:00 main:615] : INFO : Success, exiting.. 13:21:00 (1750703): 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)