Task 3317686
| Name | ParityModified-1608176419-18180-0_0 |
| Workunit | 1584619 |
| Created | 17 Dec 2020, 3:40:20 UTC |
| Sent | 18 Dec 2020, 4:14:26 UTC |
| Report deadline | 26 Dec 2020, 4:14:26 UTC |
| Received | 18 Dec 2020, 16:20:51 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 9 min 3 sec |
| CPU time | 1 hours 8 min 57 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 4 main:581] : INFO : Epoch 1538 | loss: 0.031004 | val_loss: 0.0312035 | Time: 2020.16 ms [2020-12-18 10:11:46 main:581] : INFO : Epoch 1539 | loss: 0.0310115 | val_loss: 0.0312112 | Time: 2023.66 ms [2020-12-18 10:11:48 main:581] : INFO : Epoch 1540 | loss: 0.0310079 | val_loss: 0.031204 | Time: 2011.75 ms [2020-12-18 10:11:51 main:581] : INFO : Epoch 1541 | loss: 0.0310124 | val_loss: 0.0312032 | Time: 2012.37 ms [2020-12-18 10:11:53 main:581] : INFO : Epoch 1542 | loss: 0.0310193 | val_loss: 0.0312095 | Time: 2016.75 ms [2020-12-18 10:11:55 main:581] : INFO : Epoch 1543 | loss: 0.0310202 | val_loss: 0.0312154 | Time: 2015.8 ms [2020-12-18 10:11:57 main:581] : INFO : Epoch 1544 | loss: 0.031015 | val_loss: 0.0312102 | Time: 2019.99 ms [2020-12-18 10:11:59 main:581] : INFO : Epoch 1545 | loss: 0.0310171 | val_loss: 0.0311991 | Time: 2019.79 ms [2020-12-18 10:12:01 main:581] : INFO : Epoch 1546 | loss: 0.0310142 | val_loss: 0.0312183 | Time: 2013.85 ms [2020-12-18 10:12:03 main:581] : INFO : Epoch 1547 | loss: 0.0310149 | val_loss: 0.0312015 | Time: 2007.54 ms [2020-12-18 10:12:05 main:581] : INFO : Epoch 1548 | loss: 0.031016 | val_loss: 0.031198 | Time: 2014.21 ms [2020-12-18 10:12:07 main:581] : INFO : Epoch 1549 | loss: 0.0310113 | val_loss: 0.0311962 | Time: 2008.07 ms [2020-12-18 10:12:09 main:581] : INFO : Epoch 1550 | loss: 0.0310191 | val_loss: 0.0312286 | Time: 2014.3 ms [2020-12-18 10:12:11 main:581] : INFO : Epoch 1551 | loss: 0.0310218 | val_loss: 0.0311896 | Time: 2013.7 ms [2020-12-18 10:12:13 main:581] : INFO : Epoch 1552 | loss: 0.0310181 | val_loss: 0.0312302 | Time: 2008.3 ms [2020-12-18 10:12:15 main:581] : INFO : Epoch 1553 | loss: 0.0310383 | val_loss: 0.0312464 | Time: 2014.04 ms [2020-12-18 10:12:17 main:581] : INFO : Epoch 1554 | loss: 0.0310555 | val_loss: 0.031236 | Time: 2014.97 ms [2020-12-18 10:12:19 main:581] : INFO : Epoch 1555 | loss: 0.0310292 | val_loss: 0.0312124 | Time: 2011.4 ms [2020-12-18 10:12:21 main:581] : INFO : Epoch 1556 | loss: 0.0310162 | val_loss: 0.0312164 | Time: 2005.26 ms [2020-12-18 10:12:23 main:581] : INFO : Epoch 1557 | loss: 0.0310221 | val_loss: 0.0311973 | Time: 2016.95 ms [2020-12-18 10:12:25 main:581] : INFO : Epoch 1558 | loss: 0.0310277 | val_loss: 0.0312265 | Time: 2016.27 ms [2020-12-18 10:12:27 main:581] : INFO : Epoch 1559 | loss: 0.0310139 | val_loss: 0.0312239 | Time: 2009.6 ms [2020-12-18 10:12:29 main:581] : INFO : Epoch 1560 | loss: 0.031014 | val_loss: 0.0312095 | Time: 2013.09 ms [2020-12-18 10:12:31 main:581] : INFO : Epoch 1561 | loss: 0.031008 | val_loss: 0.0312243 | Time: 2013.92 ms [2020-12-18 10:12:33 main:581] : INFO : Epoch 1562 | loss: 0.03101 | val_loss: 0.0312132 | Time: 2010.62 ms [2020-12-18 10:12:35 main:581] : INFO : Epoch 1563 | loss: 0.0310203 | val_loss: 0.0312371 | Time: 2015.41 ms [2020-12-18 10:12:37 main:581] : INFO : Epoch 1564 | loss: 0.0310109 | val_loss: 0.0312095 | Time: 2014.63 ms [2020-12-18 10:12:39 main:581] : INFO : Epoch 1565 | loss: 0.0310142 | val_loss: 0.0312037 | Time: 2008.96 ms [2020-12-18 10:12:41 main:581] : INFO : Epoch 1566 | loss: 0.0310156 | val_loss: 0.0312155 | Time: 2017.61 ms [2020-12-18 10:12:43 main:581] : INFO : Epoch 1567 | loss: 0.0310033 | val_loss: 0.0312158 | Time: 2016.33 ms [2020-12-18 10:12:45 main:581] : INFO : Epoch 1568 | loss: 0.0310103 | val_loss: 0.0312428 | Time: 2007.57 ms [2020-12-18 10:12:47 main:581] : INFO : Epoch 1569 | loss: 0.0310103 | val_loss: 0.031214 | Time: 2016.03 ms [2020-12-18 10:12:49 main:581] : INFO : Epoch 1570 | loss: 0.0310115 | val_loss: 0.0311965 | Time: 2013 ms [2020-12-18 10:12:51 main:581] : INFO : Epoch 1571 | loss: 0.0310158 | val_loss: 0.0312014 | Time: 2013.48 ms [2020-12-18 10:12:53 main:581] : INFO : Epoch 1572 | loss: 0.0310113 | val_loss: 0.0312211 | Time: 2020.59 ms [2020-12-18 10:12:55 main:581] : INFO : Epoch 1573 | loss: 0.0310102 | val_loss: 0.0312352 | Time: 2010.42 ms [2020-12-18 10:12:57 main:581] : INFO : Epoch 1574 | loss: 0.0310061 | val_loss: 0.0312021 | Time: 2020.9 ms [2020-12-18 10:12:59 main:581] : INFO : Epoch 1575 | loss: 0.0310173 | val_loss: 0.0312092 | Time: 2020.26 ms [2020-12-18 10:13:01 main:581] : INFO : Epoch 1576 | loss: 0.0310156 | val_loss: 0.0312186 | Time: 2014.36 ms [2020-12-18 10:13:03 main:581] : INFO : Epoch 1577 | loss: 0.0310097 | val_loss: 0.0312218 | Time: 2016.21 ms [2020-12-18 10:13:05 main:581] : INFO : Epoch 1578 | loss: 0.0310112 | val_loss: 0.0312179 | Time: 2018.75 ms [2020-12-18 10:13:07 main:581] : INFO : Epoch 1579 | loss: 0.0310147 | val_loss: 0.0312164 | Time: 2007.77 ms [2020-12-18 10:13:09 main:581] : INFO : Epoch 1580 | loss: 0.0310209 | val_loss: 0.0312038 | Time: 2004.5 ms [2020-12-18 10:13:11 main:581] : INFO : Epoch 1581 | loss: 0.0310192 | val_loss: 0.03122 | Time: 2009.12 ms [2020-12-18 10:13:13 main:581] : INFO : Epoch 1582 | loss: 0.0310128 | val_loss: 0.0312038 | Time: 2009.93 ms [2020-12-18 10:13:15 main:581] : INFO : Epoch 1583 | loss: 0.0310064 | val_loss: 0.0312232 | Time: 2003.81 ms [2020-12-18 10:13:17 main:581] : INFO : Epoch 1584 | loss: 0.0310069 | val_loss: 0.0312065 | Time: 2008.12 ms [2020-12-18 10:13:19 main:581] : INFO : Epoch 1585 | loss: 0.0310064 | val_loss: 0.0312176 | Time: 2011.58 ms [2020-12-18 10:13:21 main:581] : INFO : Epoch 1586 | loss: 0.031008 | val_loss: 0.0312265 | Time: 2007.18 ms [2020-12-18 10:13:23 main:581] : INFO : Epoch 1587 | loss: 0.0310238 | val_loss: 0.0312273 | Time: 2009.61 ms [2020-12-18 10:13:25 main:581] : INFO : Epoch 1588 | loss: 0.0310245 | val_loss: 0.0311914 | Time: 2010.45 ms [2020-12-18 10:13:27 main:581] : INFO : Epoch 1589 | loss: 0.0310245 | val_loss: 0.0312269 | Time: 2022.18 ms [2020-12-18 10:13:29 main:581] : INFO : Epoch 1590 | loss: 0.0310146 | val_loss: 0.0312048 | Time: 2009.94 ms [2020-12-18 10:13:31 main:581] : INFO : Epoch 1591 | loss: 0.031019 | val_loss: 0.031197 | Time: 2015.49 ms [2020-12-18 10:13:33 main:581] : INFO : Epoch 1592 | loss: 0.0310174 | val_loss: 0.0312219 | Time: 2017.71 ms [2020-12-18 10:13:35 main:581] : INFO : Epoch 1593 | loss: 0.0310175 | val_loss: 0.0312251 | Time: 2016.18 ms [2020-12-18 10:13:37 main:581] : INFO : Epoch 1594 | loss: 0.0310155 | val_loss: 0.031206 | Time: 2012.05 ms [2020-12-18 10:13:39 main:581] : INFO : Epoch 1595 | loss: 0.0310148 | val_loss: 0.0312231 | Time: 2016.15 ms [2020-12-18 10:13:41 main:581] : INFO : Epoch 1596 | loss: 0.0310119 | val_loss: 0.0312077 | Time: 2020.36 ms [2020-12-18 10:13:43 main:581] : INFO : Epoch 1597 | loss: 0.0310097 | val_loss: 0.0312175 | Time: 2021.69 ms [2020-12-18 10:13:45 main:581] : INFO : Epoch 1598 | loss: 0.0310078 | val_loss: 0.0312239 | Time: 2012.64 ms [2020-12-18 10:13:47 main:581] : INFO : Epoch 1599 | loss: 0.0310164 | val_loss: 0.0312154 | Time: 2020.41 ms [2020-12-18 10:13:49 main:581] : INFO : Epoch 1600 | loss: 0.031009 | val_loss: 0.0312081 | Time: 2015.94 ms [2020-12-18 10:13:51 main:581] : INFO : Epoch 1601 | loss: 0.0310142 | val_loss: 0.0312132 | Time: 2011.98 ms [2020-12-18 10:13:53 main:581] : INFO : Epoch 1602 | loss: 0.0310266 | val_loss: 0.0312052 | Time: 2019.78 ms [2020-12-18 10:13:55 main:581] : INFO : Epoch 1603 | loss: 0.0310214 | val_loss: 0.0311957 | Time: 2017.83 ms [2020-12-18 10:13:57 main:581] : INFO : Epoch 1604 | loss: 0.0310152 | val_loss: 0.0312262 | Time: 2015.75 ms [2020-12-18 10:13:59 main:581] : INFO : Epoch 1605 | loss: 0.0310337 | val_loss: 0.0312223 | Time: 2017.63 ms [2020-12-18 10:14:01 main:581] : INFO : Epoch 1606 | loss: 0.0310193 | val_loss: 0.0312126 | Time: 2015.38 ms [2020-12-18 10:14:03 main:581] : INFO : Epoch 1607 | loss: 0.0310117 | val_loss: 0.0312433 | Time: 2009.39 ms [2020-12-18 10:14:05 main:581] : INFO : Epoch 1608 | loss: 0.0310145 | val_loss: 0.0312113 | Time: 2038.29 ms [2020-12-18 10:14:07 main:581] : INFO : Epoch 1609 | loss: 0.0310138 | val_loss: 0.0312048 | Time: 2015.4 ms [2020-12-18 10:14:10 main:581] : INFO : Epoch 1610 | loss: 0.0310105 | val_loss: 0.0312187 | Time: 2028.54 ms [2020-12-18 10:14:12 main:581] : INFO : Epoch 1611 | loss: 0.0310097 | val_loss: 0.0312143 | Time: 2012.09 ms [2020-12-18 10:14:14 main:581] : INFO : Epoch 1612 | loss: 0.0310047 | val_loss: 0.0312124 | Time: 2020.4 ms [2020-12-18 10:14:16 main:581] : INFO : Epoch 1613 | loss: 0.0309978 | val_loss: 0.0312036 | Time: 2028.99 ms [2020-12-18 10:14:18 main:581] : INFO : Epoch 1614 | loss: 0.0310115 | val_loss: 0.0312137 | Time: 2011.54 ms [2020-12-18 10:14:20 main:581] : INFO : Epoch 1615 | loss: 0.0310304 | val_loss: 0.0312147 | Time: 2023.17 ms [2020-12-18 10:14:22 main:581] : INFO : Epoch 1616 | loss: 0.0310181 | val_loss: 0.0312097 | Time: 2006.19 ms [2020-12-18 10:14:24 main:581] : INFO : Epoch 1617 | loss: 0.0310126 | val_loss: 0.031207 | Time: 2011.35 ms [2020-12-18 10:14:26 main:581] : INFO : Epoch 1618 | loss: 0.0310237 | val_loss: 0.0312129 | Time: 2028.81 ms [2020-12-18 10:14:28 main:581] : INFO : Epoch 1619 | loss: 0.0310654 | val_loss: 0.0311844 | Time: 2011.93 ms [2020-12-18 10:14:30 main:581] : INFO : Epoch 1620 | loss: 0.0310511 | val_loss: 0.0312086 | Time: 2007.24 ms [2020-12-18 10:14:32 main:581] : INFO : Epoch 1621 | loss: 0.0310349 | val_loss: 0.0311978 | Time: 2011.26 ms [2020-12-18 10:14:34 main:581] : INFO : Epoch 1622 | loss: 0.0310237 | val_loss: 0.0312036 | Time: 2022.4 ms [2020-12-18 10:14:36 main:581] : INFO : Epoch 1623 | loss: 0.0310258 | val_loss: 0.0312081 | Time: 2018.81 ms [2020-12-18 10:14:38 main:581] : INFO : Epoch 1624 | loss: 0.031027 | val_loss: 0.0312132 | Time: 2021.04 ms [2020-12-18 10:14:40 main:581] : INFO : Epoch 1625 | loss: 0.0310299 | val_loss: 0.0312083 | Time: 2014.61 ms [2020-12-18 10:14:42 main:581] : INFO : Epoch 1626 | loss: 0.0310184 | val_loss: 0.0312041 | Time: 2024.64 ms [2020-12-18 10:14:44 main:581] : INFO : Epoch 1627 | loss: 0.031021 | val_loss: 0.0312102 | Time: 2010.52 ms [2020-12-18 10:14:46 main:581] : INFO : Epoch 1628 | loss: 0.0310313 | val_loss: 0.0312008 | Time: 2002.39 ms [2020-12-18 10:14:48 main:581] : INFO : Epoch 1629 | loss: 0.0310254 | val_loss: 0.031222 | Time: 2005.07 ms [2020-12-18 10:14:50 main:581] : INFO : Epoch 1630 | loss: 0.0310222 | val_loss: 0.0312165 | Time: 2007.37 ms [2020-12-18 10:14:52 main:581] : INFO : Epoch 1631 | loss: 0.0310458 | val_loss: 0.0311892 | Time: 2003.23 ms [2020-12-18 10:14:54 main:581] : INFO : Epoch 1632 | loss: 0.0311305 | val_loss: 0.031181 | Time: 2015.53 ms [2020-12-18 10:14:56 main:581] : INFO : Epoch 1633 | loss: 0.0311124 | val_loss: 0.0311782 | Time: 2012.16 ms [2020-12-18 10:14:58 main:581] : INFO : Epoch 1634 | loss: 0.0310849 | val_loss: 0.031178 | Time: 2018.82 ms [2020-12-18 10:15:00 main:581] : INFO : Epoch 1635 | loss: 0.0310672 | val_loss: 0.031202 | Time: 2011.09 ms [2020-12-18 10:15:02 main:581] : INFO : Epoch 1636 | loss: 0.0310549 | val_loss: 0.031184 | Time: 2014.9 ms [2020-12-18 10:15:04 main:581] : INFO : Epoch 1637 | loss: 0.031048 | val_loss: 0.031206 | Time: 2011.14 ms [2020-12-18 10:15:06 main:581] : INFO : Epoch 1638 | loss: 0.0310422 | val_loss: 0.0312158 | Time: 2016.67 ms [2020-12-18 10:15:08 main:581] : INFO : Epoch 1639 | loss: 0.0310383 | val_loss: 0.0312081 | Time: 2004.91 ms [2020-12-18 10:15:10 main:581] : INFO : Epoch 1640 | loss: 0.0310321 | val_loss: 0.0311926 | Time: 2007.95 ms [2020-12-18 10:15:12 main:581] : INFO : Epoch 1641 | loss: 0.0310262 | val_loss: 0.0312093 | Time: 2015.73 ms [2020-12-18 10:15:14 main:581] : INFO : Epoch 1642 | loss: 0.0310243 | val_loss: 0.0312072 | Time: 2019.1 ms [2020-12-18 10:15:16 main:581] : INFO : Epoch 1643 | loss: 0.0310146 | val_loss: 0.0312077 | Time: 2010.77 ms [2020-12-18 10:15:18 main:581] : INFO : Epoch 1644 | loss: 0.0310231 | val_loss: 0.031191 | Time: 2017.91 ms [2020-12-18 10:15:20 main:581] : INFO : Epoch 1645 | loss: 0.0310416 | val_loss: 0.0312127 | Time: 1999.3 ms [2020-12-18 10:15:22 main:581] : INFO : Epoch 1646 | loss: 0.0310394 | val_loss: 0.0311973 | Time: 2010.65 ms [2020-12-18 10:15:24 main:581] : INFO : Epoch 1647 | loss: 0.0310332 | val_loss: 0.0312137 | Time: 2005.82 ms [2020-12-18 10:15:26 main:581] : INFO : Epoch 1648 | loss: 0.0310224 | val_loss: 0.0311982 | Time: 2020.03 ms [2020-12-18 10:15:28 main:581] : INFO : Epoch 1649 | loss: 0.0310265 | val_loss: 0.0311921 | Time: 2015.25 ms [2020-12-18 10:15:30 main:581] : INFO : Epoch 1650 | loss: 0.0310312 | val_loss: 0.0312076 | Time: 2030.99 ms [2020-12-18 10:15:32 main:581] : INFO : Epoch 1651 | loss: 0.0310228 | val_loss: 0.0312061 | Time: 2021.29 ms [2020-12-18 10:15:34 main:581] : INFO : Epoch 1652 | loss: 0.0310243 | val_loss: 0.0312006 | Time: 2023.88 ms [2020-12-18 10:15:36 main:581] : INFO : Epoch 1653 | loss: 0.031022 | val_loss: 0.0312149 | Time: 2017.84 ms [2020-12-18 10:15:38 main:581] : INFO : Epoch 1654 | loss: 0.0310196 | val_loss: 0.0312256 | Time: 2018.2 ms [2020-12-18 10:15:40 main:581] : INFO : Epoch 1655 | loss: 0.0310133 | val_loss: 0.0312175 | Time: 2027.05 ms [2020-12-18 10:15:42 main:581] : INFO : Epoch 1656 | loss: 0.031015 | val_loss: 0.0312137 | Time: 2009.78 ms [2020-12-18 10:15:44 main:581] : INFO : Epoch 1657 | loss: 0.031015 | val_loss: 0.0312166 | Time: 2018.17 ms [2020-12-18 10:15:46 main:581] : INFO : Epoch 1658 | loss: 0.0310117 | val_loss: 0.0312058 | Time: 2020.52 ms [2020-12-18 10:15:48 main:581] : INFO : Epoch 1659 | loss: 0.0310115 | val_loss: 0.031195 | Time: 2008.03 ms [2020-12-18 10:15:50 main:581] : INFO : Epoch 1660 | loss: 0.0310133 | val_loss: 0.0311991 | Time: 2009.88 ms [2020-12-18 10:15:52 main:581] : INFO : Epoch 1661 | loss: 0.0310142 | val_loss: 0.031215 | Time: 2016.54 ms [2020-12-18 10:15:54 main:581] : INFO : Epoch 1662 | loss: 0.0310285 | val_loss: 0.0312032 | Time: 2013.22 ms [2020-12-18 10:15:56 main:581] : INFO : Epoch 1663 | loss: 0.0310765 | val_loss: 0.0311895 | Time: 2020.89 ms [2020-12-18 10:15:58 main:581] : INFO : Epoch 1664 | loss: 0.0310518 | val_loss: 0.0311972 | Time: 2023.63 ms [2020-12-18 10:16:00 main:581] : INFO : Epoch 1665 | loss: 0.0310391 | val_loss: 0.0312128 | Time: 2010.67 ms [2020-12-18 10:16:02 main:581] : INFO : Epoch 1666 | loss: 0.0310312 | val_loss: 0.031197 | Time: 2021.36 ms [2020-12-18 10:16:04 main:581] : INFO : Epoch 1667 | loss: 0.0310311 | val_loss: 0.0312166 | Time: 2017.7 ms [2020-12-18 10:16:06 main:581] : INFO : Epoch 1668 | loss: 0.0310181 | val_loss: 0.0312313 | Time: 2022.06 ms [2020-12-18 10:16:08 main:581] : INFO : Epoch 1669 | loss: 0.0310123 | val_loss: 0.0312186 | Time: 2010.37 ms [2020-12-18 10:16:10 main:581] : INFO : Epoch 1670 | loss: 0.0310188 | val_loss: 0.0311929 | Time: 2021.55 ms [2020-12-18 10:16:12 main:581] : INFO : Epoch 1671 | loss: 0.0310207 | val_loss: 0.0312107 | Time: 2021.65 ms [2020-12-18 10:16:14 main:581] : INFO : Epoch 1672 | loss: 0.0310155 | val_loss: 0.0312018 | Time: 2013.77 ms [2020-12-18 10:16:16 main:581] : INFO : Epoch 1673 | loss: 0.0310153 | val_loss: 0.0312039 | Time: 2010.84 ms [2020-12-18 10:16:19 main:581] : INFO : Epoch 1674 | loss: 0.0310162 | val_loss: 0.0312037 | Time: 2015.54 ms [2020-12-18 10:16:21 main:581] : INFO : Epoch 1675 | loss: 0.0311445 | val_loss: 0.0312245 | Time: 2013.94 ms [2020-12-18 10:16:23 main:581] : INFO : Epoch 1676 | loss: 0.0312187 | val_loss: 0.0312169 | Time: 2027.8 ms [2020-12-18 10:16:25 main:581] : INFO : Epoch 1677 | loss: 0.0312205 | val_loss: 0.0314542 | Time: 2008.32 ms [2020-12-18 10:16:27 main:581] : INFO : Epoch 1678 | loss: 0.0326238 | val_loss: 0.0343827 | Time: 2014.82 ms [2020-12-18 10:16:29 main:581] : INFO : Epoch 1679 | loss: 0.0319459 | val_loss: 0.0314121 | Time: 2009.62 ms [2020-12-18 10:16:31 main:581] : INFO : Epoch 1680 | loss: 0.0313206 | val_loss: 0.0312642 | Time: 2006.77 ms [2020-12-18 10:16:33 main:581] : INFO : Epoch 1681 | loss: 0.03126 | val_loss: 0.0312492 | Time: 2007.59 ms [2020-12-18 10:16:35 main:581] : INFO : Epoch 1682 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2008.33 ms [2020-12-18 10:16:37 main:581] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 2000.52 ms [2020-12-18 10:16:39 main:581] : INFO : Epoch 1684 | loss: 0.0312493 | val_loss: 0.0312474 | Time: 2018.74 ms [2020-12-18 10:16:41 main:581] : INFO : Epoch 1685 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2017.78 ms [2020-12-18 10:16:43 main:581] : INFO : Epoch 1686 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2012.58 ms [2020-12-18 10:16:45 main:581] : INFO : Epoch 1687 | loss: 0.031245 | val_loss: 0.031247 | Time: 2018.55 ms [2020-12-18 10:16:47 main:581] : INFO : Epoch 1688 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2012.81 ms [2020-12-18 10:16:49 main:581] : INFO : Epoch 1689 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 2018.69 ms [2020-12-18 10:16:51 main:581] : INFO : Epoch 1690 | loss: 0.0312439 | val_loss: 0.0312449 | Time: 2015.03 ms [2020-12-18 10:16:53 main:581] : INFO : Epoch 1691 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 2020.59 ms [2020-12-18 10:16:55 main:581] : INFO : Epoch 1692 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 2018.82 ms [2020-12-18 10:16:57 main:581] : INFO : Epoch 1693 | loss: 0.0312428 | val_loss: 0.031243 | Time: 2022.33 ms [2020-12-18 10:16:59 main:581] : INFO : Epoch 1694 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 2022.26 ms [2020-12-18 10:17:01 main:581] : INFO : Epoch 1695 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 2017.56 ms [2020-12-18 10:17:03 main:581] : INFO : Epoch 1696 | loss: 0.0312409 | val_loss: 0.031241 | Time: 2026.21 ms [2020-12-18 10:17:05 main:581] : INFO : Epoch 1697 | loss: 0.0312402 | val_loss: 0.0312456 | Time: 2017.26 ms [2020-12-18 10:17:07 main:581] : INFO : Epoch 1698 | loss: 0.0312439 | val_loss: 0.0312544 | Time: 2013.23 ms [2020-12-18 10:17:09 main:581] : INFO : Epoch 1699 | loss: 0.0312436 | val_loss: 0.0312533 | Time: 2008.13 ms [2020-12-18 10:17:11 main:581] : INFO : Epoch 1700 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 2017.17 ms [2020-12-18 10:17:13 main:581] : INFO : Epoch 1701 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 2010.43 ms [2020-12-18 10:17:15 main:581] : INFO : Epoch 1702 | loss: 0.0312424 | val_loss: 0.031239 | Time: 2015.73 ms [2020-12-18 10:17:17 main:581] : INFO : Epoch 1703 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 2009.32 ms [2020-12-18 10:17:19 main:581] : INFO : Epoch 1704 | loss: 0.03124 | val_loss: 0.0312488 | Time: 2014.45 ms [2020-12-18 10:17:21 main:581] : INFO : Epoch 1705 | loss: 0.0312414 | val_loss: 0.0312374 | Time: 2004.8 ms [2020-12-18 10:17:23 main:581] : INFO : Epoch 1706 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 2013.62 ms [2020-12-18 10:17:25 main:581] : INFO : Epoch 1707 | loss: 0.0312353 | val_loss: 0.031237 | Time: 2010.58 ms [2020-12-18 10:17:27 main:581] : INFO : Epoch 1708 | loss: 0.0312343 | val_loss: 0.0312354 | Time: 2022.55 ms [2020-12-18 10:17:29 main:581] : INFO : Epoch 1709 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 2005.22 ms [2020-12-18 10:17:31 main:581] : INFO : Epoch 1710 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2008.24 ms [2020-12-18 10:17:33 main:581] : INFO : Epoch 1711 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 2016.11 ms [2020-12-18 10:17:35 main:581] : INFO : Epoch 1712 | loss: 0.0312309 | val_loss: 0.0312307 | Time: 2009.62 ms [2020-12-18 10:17:37 main:581] : INFO : Epoch 1713 | loss: 0.03123 | val_loss: 0.0312309 | Time: 2020.03 ms [2020-12-18 10:17:39 main:581] : INFO : Epoch 1714 | loss: 0.0312289 | val_loss: 0.0312272 | Time: 2021.13 ms [2020-12-18 10:17:41 main:581] : INFO : Epoch 1715 | loss: 0.0312312 | val_loss: 0.0312304 | Time: 2016.56 ms [2020-12-18 10:17:43 main:581] : INFO : Epoch 1716 | loss: 0.0312263 | val_loss: 0.0312246 | Time: 2021.75 ms [2020-12-18 10:17:45 main:581] : INFO : Epoch 1717 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 2019.21 ms [2020-12-18 10:17:47 main:581] : INFO : Epoch 1718 | loss: 0.0312241 | val_loss: 0.031227 | Time: 2000.9 ms [2020-12-18 10:17:49 main:581] : INFO : Epoch 1719 | loss: 0.0312228 | val_loss: 0.0312191 | Time: 2003.6 ms [2020-12-18 10:17:51 main:581] : INFO : Epoch 1720 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 2006.55 ms [2020-12-18 10:17:53 main:581] : INFO : Epoch 1721 | loss: 0.0312227 | val_loss: 0.0312154 | Time: 2019.89 ms [2020-12-18 10:17:55 main:581] : INFO : Epoch 1722 | loss: 0.031218 | val_loss: 0.0312229 | Time: 2007.48 ms [2020-12-18 10:17:57 main:581] : INFO : Epoch 1723 | loss: 0.0312178 | val_loss: 0.0312132 | Time: 2001.88 ms [2020-12-18 10:17:59 main:581] : INFO : Epoch 1724 | loss: 0.0312153 | val_loss: 0.031214 | Time: 2010.68 ms [2020-12-18 10:18:01 main:581] : INFO : Epoch 1725 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 2013.76 ms [2020-12-18 10:18:03 main:581] : INFO : Epoch 1726 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 2011.87 ms [2020-12-18 10:18:05 main:581] : INFO : Epoch 1727 | loss: 0.031214 | val_loss: 0.0312117 | Time: 2020.14 ms [2020-12-18 10:18:07 main:581] : INFO : Epoch 1728 | loss: 0.0312141 | val_loss: 0.0312129 | Time: 2011.96 ms [2020-12-18 10:18:09 main:581] : INFO : Epoch 1729 | loss: 0.0312133 | val_loss: 0.0312108 | Time: 2026.45 ms [2020-12-18 10:18:11 main:581] : INFO : Epoch 1730 | loss: 0.0312135 | val_loss: 0.031211 | Time: 2007.78 ms [2020-12-18 10:18:13 main:581] : INFO : Epoch 1731 | loss: 0.0312126 | val_loss: 0.0312102 | Time: 2015.01 ms [2020-12-18 10:18:15 main:581] : INFO : Epoch 1732 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 2013.59 ms [2020-12-18 10:18:17 main:581] : INFO : Epoch 1733 | loss: 0.0312146 | val_loss: 0.0312182 | Time: 2014.75 ms [2020-12-18 10:18:19 main:581] : INFO : Epoch 1734 | loss: 0.0312118 | val_loss: 0.0312094 | Time: 2021.99 ms [2020-12-18 10:18:21 main:581] : INFO : Epoch 1735 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 2010.39 ms [2020-12-18 10:18:23 main:581] : INFO : Epoch 1736 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 2016.82 ms [2020-12-18 10:18:25 main:581] : INFO : Epoch 1737 | loss: 0.0312098 | val_loss: 0.0312087 | Time: 2004.81 ms [2020-12-18 10:18:27 main:581] : INFO : Epoch 1738 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2008.92 ms [2020-12-18 10:18:29 main:581] : INFO : Epoch 1739 | loss: 0.0312101 | val_loss: 0.0312123 | Time: 2013.96 ms [2020-12-18 10:18:31 main:581] : INFO : Epoch 1740 | loss: 0.0312106 | val_loss: 0.0312069 | Time: 2019.33 ms [2020-12-18 10:18:33 main:581] : INFO : Epoch 1741 | loss: 0.0312081 | val_loss: 0.0312103 | Time: 2008.82 ms [2020-12-18 10:18:35 main:581] : INFO : Epoch 1742 | loss: 0.0312091 | val_loss: 0.0312086 | Time: 2019.08 ms [2020-12-18 10:18:37 main:581] : INFO : Epoch 1743 | loss: 0.0312073 | val_loss: 0.0312068 | Time: 2009.26 ms [2020-12-18 10:18:39 main:581] : INFO : Epoch 1744 | loss: 0.0312056 | val_loss: 0.0312046 | Time: 2010.57 ms [2020-12-18 10:18:41 main:581] : INFO : Epoch 1745 | loss: 0.0312047 | val_loss: 0.031205 | Time: 2002.89 ms [2020-12-18 10:18:44 main:581] : INFO : Epoch 1746 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 2017.13 ms [2020-12-18 10:18:46 main:581] : INFO : Epoch 1747 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 2012.29 ms [2020-12-18 10:18:48 main:581] : INFO : Epoch 1748 | loss: 0.0312008 | val_loss: 0.031202 | Time: 2014.46 ms [2020-12-18 10:18:50 main:581] : INFO : Epoch 1749 | loss: 0.031199 | val_loss: 0.0311992 | Time: 2012.68 ms [2020-12-18 10:18:52 main:581] : INFO : Epoch 1750 | loss: 0.0311979 | val_loss: 0.0311991 | Time: 2016.35 ms [2020-12-18 10:18:54 main:581] : INFO : Epoch 1751 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 2012.93 ms [2020-12-18 10:18:56 main:581] : INFO : Epoch 1752 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 2005.2 ms [2020-12-18 10:18:58 main:581] : INFO : Epoch 1753 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 2005.3 ms [2020-12-18 10:19:00 main:581] : INFO : Epoch 1754 | loss: 0.0311947 | val_loss: 0.031197 | Time: 2015.47 ms [2020-12-18 10:19:02 main:581] : INFO : Epoch 1755 | loss: 0.0311932 | val_loss: 0.031197 | Time: 2009.26 ms [2020-12-18 10:19:04 main:581] : INFO : Epoch 1756 | loss: 0.0311939 | val_loss: 0.0311956 | Time: 2019.2 ms [2020-12-18 10:19:06 main:581] : INFO : Epoch 1757 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 2017.91 ms [2020-12-18 10:19:08 main:581] : INFO : Epoch 1758 | loss: 0.0311898 | val_loss: 0.031192 | Time: 2025.1 ms [2020-12-18 10:19:10 main:581] : INFO : Epoch 1759 | loss: 0.0311888 | val_loss: 0.0311913 | Time: 2013.16 ms [2020-12-18 10:19:12 main:581] : INFO : Epoch 1760 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 2028.66 ms [2020-12-18 10:19:14 main:581] : INFO : Epoch 1761 | loss: 0.0311872 | val_loss: 0.0311899 | Time: 2019.81 ms [2020-12-18 10:19:16 main:581] : INFO : Epoch 1762 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 2022.18 ms [2020-12-18 10:19:18 main:581] : INFO : Epoch 1763 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 2015.96 ms [2020-12-18 10:19:20 main:581] : INFO : Epoch 1764 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 2012.16 ms [2020-12-18 10:19:22 main:581] : INFO : Epoch 1765 | loss: 0.031184 | val_loss: 0.0311887 | Time: 2013.54 ms [2020-12-18 10:19:24 main:581] : INFO : Epoch 1766 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 2019.06 ms [2020-12-18 10:19:26 main:581] : INFO : Epoch 1767 | loss: 0.0311823 | val_loss: 0.0311875 | Time: 2032.93 ms [2020-12-18 10:19:28 main:581] : INFO : Epoch 1768 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 2013.57 ms [2020-12-18 10:19:30 main:581] : INFO : Epoch 1769 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 2021.65 ms [2020-12-18 10:19:32 main:581] : INFO : Epoch 1770 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 2031.75 ms [2020-12-18 10:19:34 main:581] : INFO : Epoch 1771 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 2013.23 ms [2020-12-18 10:19:36 main:581] : INFO : Epoch 1772 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 2017.11 ms [2020-12-18 10:19:38 main:581] : INFO : Epoch 1773 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2022.24 ms [2020-12-18 10:19:40 main:581] : INFO : Epoch 1774 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 2014.49 ms [2020-12-18 10:19:42 main:581] : INFO : Epoch 1775 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 2023.01 ms [2020-12-18 10:19:44 main:581] : INFO : Epoch 1776 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 2014.7 ms [2020-12-18 10:19:46 main:581] : INFO : Epoch 1777 | loss: 0.0311737 | val_loss: 0.031176 | Time: 2011.7 ms [2020-12-18 10:19:48 main:581] : INFO : Epoch 1778 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2013.79 ms [2020-12-18 10:19:50 main:581] : INFO : Epoch 1779 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 2022.8 ms [2020-12-18 10:19:52 main:581] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 2005.43 ms [2020-12-18 10:19:54 main:581] : INFO : Epoch 1781 | loss: 0.0311696 | val_loss: 0.031171 | Time: 2012.28 ms [2020-12-18 10:19:56 main:581] : INFO : Epoch 1782 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 2008.45 ms [2020-12-18 10:19:58 main:581] : INFO : Epoch 1783 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 2031.04 ms [2020-12-18 10:20:00 main:581] : INFO : Epoch 1784 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 2023.32 ms [2020-12-18 10:20:02 main:581] : INFO : Epoch 1785 | loss: 0.0311677 | val_loss: 0.0311674 | Time: 2010.05 ms [2020-12-18 10:20:04 main:581] : INFO : Epoch 1786 | loss: 0.031165 | val_loss: 0.0311667 | Time: 2021.46 ms [2020-12-18 10:20:06 main:581] : INFO : Epoch 1787 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 2020.19 ms [2020-12-18 10:20:08 main:581] : INFO : Epoch 1788 | loss: 0.0311636 | val_loss: 0.0311678 | Time: 2014 ms [2020-12-18 10:20:10 main:581] : INFO : Epoch 1789 | loss: 0.0311638 | val_loss: 0.0311655 | Time: 2023.24 ms [2020-12-18 10:20:12 main:581] : INFO : Epoch 1790 | loss: 0.0311621 | val_loss: 0.0311632 | Time: 2018.22 ms [2020-12-18 10:20:14 main:581] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311622 | Time: 2021.98 ms [2020-12-18 10:20:16 main:581] : INFO : Epoch 1792 | loss: 0.0311628 | val_loss: 0.0311628 | Time: 2018.34 ms [2020-12-18 10:20:18 main:581] : INFO : Epoch 1793 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 2020.23 ms [2020-12-18 10:20:20 main:581] : INFO : Epoch 1794 | loss: 0.0311594 | val_loss: 0.0311616 | Time: 2012.65 ms [2020-12-18 10:20:22 main:581] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 2017.42 ms [2020-12-18 10:20:24 main:581] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311617 | Time: 2007.96 ms [2020-12-18 10:20:26 main:581] : INFO : Epoch 1797 | loss: 0.0311572 | val_loss: 0.03116 | Time: 2011.77 ms [2020-12-18 10:20:28 main:581] : INFO : Epoch 1798 | loss: 0.0311564 | val_loss: 0.0311597 | Time: 2018.33 ms [2020-12-18 10:20:30 main:581] : INFO : Epoch 1799 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 2018.76 ms [2020-12-18 10:20:32 main:581] : INFO : Epoch 1800 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 2007.81 ms [2020-12-18 10:20:34 main:581] : INFO : Epoch 1801 | loss: 0.0311587 | val_loss: 0.0311591 | Time: 2015.31 ms [2020-12-18 10:20:36 main:581] : INFO : Epoch 1802 | loss: 0.0311559 | val_loss: 0.0311586 | Time: 2005.15 ms [2020-12-18 10:20:38 main:581] : INFO : Epoch 1803 | loss: 0.0311543 | val_loss: 0.0311573 | Time: 2020.51 ms [2020-12-18 10:20:40 main:581] : INFO : Epoch 1804 | loss: 0.0311532 | val_loss: 0.0311577 | Time: 2013.18 ms [2020-12-18 10:20:42 main:581] : INFO : Epoch 1805 | loss: 0.0311539 | val_loss: 0.0311568 | Time: 2021.15 ms [2020-12-18 10:20:45 main:581] : INFO : Epoch 1806 | loss: 0.0311539 | val_loss: 0.031157 | Time: 2007.69 ms [2020-12-18 10:20:47 main:581] : INFO : Epoch 1807 | loss: 0.0311529 | val_loss: 0.0311562 | Time: 2008.1 ms [2020-12-18 10:20:49 main:581] : INFO : Epoch 1808 | loss: 0.031152 | val_loss: 0.03116 | Time: 2014.42 ms [2020-12-18 10:20:51 main:581] : INFO : Epoch 1809 | loss: 0.0311519 | val_loss: 0.0311565 | Time: 2012.8 ms [2020-12-18 10:20:53 main:581] : INFO : Epoch 1810 | loss: 0.031152 | val_loss: 0.0311565 | Time: 2009.61 ms [2020-12-18 10:20:55 main:581] : INFO : Epoch 1811 | loss: 0.0311513 | val_loss: 0.0311555 | Time: 2015.07 ms [2020-12-18 10:20:57 main:581] : INFO : Epoch 1812 | loss: 0.031152 | val_loss: 0.0311551 | Time: 2009.85 ms [2020-12-18 10:20:59 main:581] : INFO : Epoch 1813 | loss: 0.0311501 | val_loss: 0.0311574 | Time: 2010.11 ms [2020-12-18 10:21:01 main:581] : INFO : Epoch 1814 | loss: 0.0311512 | val_loss: 0.0311554 | Time: 2011.68 ms [2020-12-18 10:21:03 main:581] : INFO : Epoch 1815 | loss: 0.0311508 | val_loss: 0.0311566 | Time: 2012.73 ms [2020-12-18 10:21:05 main:581] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.0311563 | Time: 2011.89 ms [2020-12-18 10:21:07 main:581] : INFO : Epoch 1817 | loss: 0.0311502 | val_loss: 0.0311552 | Time: 2012.55 ms [2020-12-18 10:21:09 main:581] : INFO : Epoch 1818 | loss: 0.0311495 | val_loss: 0.0311549 | Time: 2010.12 ms [2020-12-18 10:21:11 main:581] : INFO : Epoch 1819 | loss: 0.0311481 | val_loss: 0.0311547 | Time: 2023.99 ms [2020-12-18 10:21:13 main:581] : INFO : Epoch 1820 | loss: 0.0311481 | val_loss: 0.0311545 | Time: 2023.4 ms [2020-12-18 10:21:15 main:581] : INFO : Epoch 1821 | loss: 0.0311476 | val_loss: 0.0311544 | Time: 2024.53 ms [2020-12-18 10:21:17 main:581] : INFO : Epoch 1822 | loss: 0.0311482 | val_loss: 0.0311559 | Time: 2016.88 ms [2020-12-18 10:21:19 main:581] : INFO : Epoch 1823 | loss: 0.0311487 | val_loss: 0.0311541 | Time: 2011.65 ms [2020-12-18 10:21:21 main:581] : INFO : Epoch 1824 | loss: 0.0311475 | val_loss: 0.0311557 | Time: 2017.46 ms [2020-12-18 10:21:23 main:581] : INFO : Epoch 1825 | loss: 0.031146 | val_loss: 0.0311532 | Time: 2022.45 ms [2020-12-18 10:21:25 main:581] : INFO : Epoch 1826 | loss: 0.0311461 | val_loss: 0.0311548 | Time: 2011.83 ms [2020-12-18 10:21:27 main:581] : INFO : Epoch 1827 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 2016.74 ms [2020-12-18 10:21:29 main:581] : INFO : Epoch 1828 | loss: 0.0311462 | val_loss: 0.0311543 | Time: 2005.56 ms [2020-12-18 10:21:31 main:581] : INFO : Epoch 1829 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 2013.79 ms [2020-12-18 10:21:33 main:581] : INFO : Epoch 1830 | loss: 0.0311455 | val_loss: 0.0311539 | Time: 2022.21 ms [2020-12-18 10:21:35 main:581] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311526 | Time: 2022.32 ms [2020-12-18 10:21:37 main:581] : INFO : Epoch 1832 | loss: 0.0311437 | val_loss: 0.0311531 | Time: 2001.63 ms [2020-12-18 10:21:39 main:581] : INFO : Epoch 1833 | loss: 0.0311431 | val_loss: 0.0311526 | Time: 2018.62 ms [2020-12-18 10:21:41 main:581] : INFO : Epoch 1834 | loss: 0.0311437 | val_loss: 0.0311554 | Time: 2009.53 ms [2020-12-18 10:21:43 main:581] : INFO : Epoch 1835 | loss: 0.0311446 | val_loss: 0.0311522 | Time: 2017.56 ms [2020-12-18 10:21:45 main:581] : INFO : Epoch 1836 | loss: 0.0311425 | val_loss: 0.0311514 | Time: 2013.48 ms [2020-12-18 10:21:47 main:581] : INFO : Epoch 1837 | loss: 0.0311434 | val_loss: 0.0311527 | Time: 2018.77 ms [2020-12-18 10:21:49 main:581] : INFO : Epoch 1838 | loss: 0.0311423 | val_loss: 0.0311509 | Time: 2017.13 ms [2020-12-18 10:21:51 main:581] : INFO : Epoch 1839 | loss: 0.0311423 | val_loss: 0.0311514 | Time: 2015.59 ms [2020-12-18 10:21:53 main:581] : INFO : Epoch 1840 | loss: 0.0311423 | val_loss: 0.0311499 | Time: 2015.2 ms [2020-12-18 10:21:55 main:581] : INFO : Epoch 1841 | loss: 0.0311425 | val_loss: 0.0311503 | Time: 2019.52 ms [2020-12-18 10:21:57 main:581] : INFO : Epoch 1842 | loss: 0.0311423 | val_loss: 0.0311521 | Time: 2009.1 ms [2020-12-18 10:21:59 main:581] : INFO : Epoch 1843 | loss: 0.0311412 | val_loss: 0.0311515 | Time: 2018.55 ms [2020-12-18 10:22:01 main:581] : INFO : Epoch 1844 | loss: 0.0311401 | val_loss: 0.0311505 | Time: 2011.75 ms [2020-12-18 10:22:03 main:581] : INFO : Epoch 1845 | loss: 0.03114 | val_loss: 0.0311518 | Time: 2018.78 ms [2020-12-18 10:22:05 main:581] : INFO : Epoch 1846 | loss: 0.0311405 | val_loss: 0.0311513 | Time: 2009.31 ms [2020-12-18 10:22:07 main:581] : INFO : Epoch 1847 | loss: 0.03114 | val_loss: 0.0311509 | Time: 2019.25 ms [2020-12-18 10:22:09 main:581] : INFO : Epoch 1848 | loss: 0.031139 | val_loss: 0.031151 | Time: 2002.72 ms [2020-12-18 10:22:11 main:581] : INFO : Epoch 1849 | loss: 0.0311399 | val_loss: 0.0311511 | Time: 2021.55 ms [2020-12-18 10:22:13 main:581] : INFO : Epoch 1850 | loss: 0.03114 | val_loss: 0.0311574 | Time: 2009.04 ms [2020-12-18 10:22:15 main:581] : INFO : Epoch 1851 | loss: 0.03114 | val_loss: 0.0311494 | Time: 2012.9 ms [2020-12-18 10:22:17 main:581] : INFO : Epoch 1852 | loss: 0.0311379 | val_loss: 0.0311493 | Time: 2018.73 ms [2020-12-18 10:22:19 main:581] : INFO : Epoch 1853 | loss: 0.0311371 | val_loss: 0.0311501 | Time: 2019.85 ms [2020-12-18 10:22:21 main:581] : INFO : Epoch 1854 | loss: 0.0311366 | val_loss: 0.0311499 | Time: 2011.85 ms [2020-12-18 10:22:23 main:581] : INFO : Epoch 1855 | loss: 0.0311362 | val_loss: 0.0311523 | Time: 2028.71 ms [2020-12-18 10:22:25 main:581] : INFO : Epoch 1856 | loss: 0.0311378 | val_loss: 0.0311514 | Time: 2011.36 ms [2020-12-18 10:22:27 main:581] : INFO : Epoch 1857 | loss: 0.0311369 | val_loss: 0.0311514 | Time: 2020.39 ms [2020-12-18 10:22:29 main:581] : INFO : Epoch 1858 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 2009.25 ms [2020-12-18 10:22:31 main:581] : INFO : Epoch 1859 | loss: 0.0311357 | val_loss: 0.0311507 | Time: 2026.47 ms [2020-12-18 10:22:33 main:581] : INFO : Epoch 1860 | loss: 0.0311335 | val_loss: 0.0311486 | Time: 2011.63 ms [2020-12-18 10:22:35 main:581] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.0311492 | Time: 2011.23 ms [2020-12-18 10:22:37 main:581] : INFO : Epoch 1862 | loss: 0.0311359 | val_loss: 0.0311486 | Time: 2009.79 ms [2020-12-18 10:22:39 main:581] : INFO : Epoch 1863 | loss: 0.0311354 | val_loss: 0.0311502 | Time: 2017.06 ms [2020-12-18 10:22:41 main:581] : INFO : Epoch 1864 | loss: 0.0311348 | val_loss: 0.0311489 | Time: 2009.73 ms [2020-12-18 10:22:43 main:581] : INFO : Epoch 1865 | loss: 0.0311344 | val_loss: 0.03115 | Time: 2013.89 ms [2020-12-18 10:22:45 main:581] : INFO : Epoch 1866 | loss: 0.0311343 | val_loss: 0.0311495 | Time: 2006.74 ms [2020-12-18 10:22:47 main:581] : INFO : Epoch 1867 | loss: 0.0311337 | val_loss: 0.0311509 | Time: 2023.82 ms [2020-12-18 10:22:49 main:581] : INFO : Epoch 1868 | loss: 0.0311324 | val_loss: 0.0311475 | Time: 2011.93 ms [2020-12-18 10:22:51 main:581] : INFO : Epoch 1869 | loss: 0.0311315 | val_loss: 0.0311519 | Time: 2017.1 ms [2020-12-18 10:22:53 main:581] : INFO : Epoch 1870 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 2005.65 ms [2020-12-18 10:22:55 main:581] : INFO : Epoch 1871 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 2022.81 ms [2020-12-18 10:22:57 main:581] : INFO : Epoch 1872 | loss: 0.0311313 | val_loss: 0.0311494 | Time: 2014.92 ms [2020-12-18 10:23:00 main:581] : INFO : Epoch 1873 | loss: 0.0311297 | val_loss: 0.0311491 | Time: 2019.65 ms [2020-12-18 10:23:02 main:581] : INFO : Epoch 1874 | loss: 0.0311308 | val_loss: 0.0311459 | Time: 2014.32 ms [2020-12-18 10:23:04 main:581] : INFO : Epoch 1875 | loss: 0.0311313 | val_loss: 0.0311474 | Time: 2011.78 ms [2020-12-18 10:23:06 main:581] : INFO : Epoch 1876 | loss: 0.0311323 | val_loss: 0.0311545 | Time: 2011.36 ms [2020-12-18 10:23:08 main:581] : INFO : Epoch 1877 | loss: 0.0311364 | val_loss: 0.0311492 | Time: 2014.51 ms [2020-12-18 10:23:10 main:581] : INFO : Epoch 1878 | loss: 0.0311316 | val_loss: 0.0311467 | Time: 2020.53 ms [2020-12-18 10:23:12 main:581] : INFO : Epoch 1879 | loss: 0.0311289 | val_loss: 0.0311474 | Time: 2014.24 ms [2020-12-18 10:23:14 main:581] : INFO : Epoch 1880 | loss: 0.0311278 | val_loss: 0.0311477 | Time: 2019.9 ms [2020-12-18 10:23:16 main:581] : INFO : Epoch 1881 | loss: 0.0311291 | val_loss: 0.0311454 | Time: 2019.02 ms [2020-12-18 10:23:18 main:581] : INFO : Epoch 1882 | loss: 0.0311301 | val_loss: 0.0311468 | Time: 2016.12 ms [2020-12-18 10:23:20 main:581] : INFO : Epoch 1883 | loss: 0.0311285 | val_loss: 0.0311513 | Time: 2020.76 ms [2020-12-18 10:23:22 main:581] : INFO : Epoch 1884 | loss: 0.0311284 | val_loss: 0.0311449 | Time: 2013.61 ms [2020-12-18 10:23:24 main:581] : INFO : Epoch 1885 | loss: 0.0311261 | val_loss: 0.0311466 | Time: 2019.51 ms [2020-12-18 10:23:26 main:581] : INFO : Epoch 1886 | loss: 0.0311249 | val_loss: 0.0311461 | Time: 2013.19 ms [2020-12-18 10:23:28 main:581] : INFO : Epoch 1887 | loss: 0.0311254 | val_loss: 0.0311453 | Time: 2017.52 ms [2020-12-18 10:23:30 main:581] : INFO : Epoch 1888 | loss: 0.031125 | val_loss: 0.0311469 | Time: 2015.1 ms [2020-12-18 10:23:32 main:581] : INFO : Epoch 1889 | loss: 0.0311249 | val_loss: 0.0311446 | Time: 2011.75 ms [2020-12-18 10:23:34 main:581] : INFO : Epoch 1890 | loss: 0.0311238 | val_loss: 0.0311438 | Time: 2009.05 ms [2020-12-18 10:23:36 main:581] : INFO : Epoch 1891 | loss: 0.0311237 | val_loss: 0.0311437 | Time: 2021.8 ms [2020-12-18 10:23:38 main:581] : INFO : Epoch 1892 | loss: 0.0311227 | val_loss: 0.0311443 | Time: 2004.83 ms [2020-12-18 10:23:40 main:581] : INFO : Epoch 1893 | loss: 0.0311217 | val_loss: 0.0311461 | Time: 2020.77 ms [2020-12-18 10:23:42 main:581] : INFO : Epoch 1894 | loss: 0.0311226 | val_loss: 0.0311433 | Time: 2018.79 ms [2020-12-18 10:23:44 main:581] : INFO : Epoch 1895 | loss: 0.0311227 | val_loss: 0.0311431 | Time: 2026.43 ms [2020-12-18 10:23:46 main:581] : INFO : Epoch 1896 | loss: 0.0311225 | val_loss: 0.0311442 | Time: 2015.67 ms [2020-12-18 10:23:48 main:581] : INFO : Epoch 1897 | loss: 0.0311221 | val_loss: 0.0311421 | Time: 2014.43 ms [2020-12-18 10:23:50 main:581] : INFO : Epoch 1898 | loss: 0.0311221 | val_loss: 0.0311459 | Time: 2024.53 ms [2020-12-18 10:23:52 main:581] : INFO : Epoch 1899 | loss: 0.0311228 | val_loss: 0.0311449 | Time: 2024.26 ms [2020-12-18 10:23:54 main:581] : INFO : Epoch 1900 | loss: 0.0311263 | val_loss: 0.0311428 | Time: 2014.52 ms [2020-12-18 10:23:56 main:581] : INFO : Epoch 1901 | loss: 0.0311344 | val_loss: 0.0311928 | Time: 2021.91 ms [2020-12-18 10:23:58 main:581] : INFO : Epoch 1902 | loss: 0.0311994 | val_loss: 0.0312034 | Time: 2015.17 ms [2020-12-18 10:24:00 main:581] : INFO : Epoch 1903 | loss: 0.0311967 | val_loss: 0.0311926 | Time: 2005.56 ms [2020-12-18 10:24:02 main:581] : INFO : Epoch 1904 | loss: 0.0311857 | val_loss: 0.0311823 | Time: 2005.1 ms [2020-12-18 10:24:04 main:581] : INFO : Epoch 1905 | loss: 0.0311746 | val_loss: 0.0311683 | Time: 2006.11 ms [2020-12-18 10:24:06 main:581] : INFO : Epoch 1906 | loss: 0.0311657 | val_loss: 0.0311634 | Time: 2008.13 ms [2020-12-18 10:24:08 main:581] : INFO : Epoch 1907 | loss: 0.0311599 | val_loss: 0.0311617 | Time: 2016.1 ms [2020-12-18 10:24:10 main:581] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311589 | Time: 2014.23 ms [2020-12-18 10:24:12 main:581] : INFO : Epoch 1909 | loss: 0.0311511 | val_loss: 0.0311568 | Time: 2012.93 ms [2020-12-18 10:24:14 main:581] : INFO : Epoch 1910 | loss: 0.0311484 | val_loss: 0.0311546 | Time: 2016.32 ms [2020-12-18 10:24:16 main:581] : INFO : Epoch 1911 | loss: 0.031145 | val_loss: 0.0311569 | Time: 2010.83 ms [2020-12-18 10:24:18 main:581] : INFO : Epoch 1912 | loss: 0.0311439 | val_loss: 0.0311542 | Time: 2024.93 ms [2020-12-18 10:24:20 main:581] : INFO : Epoch 1913 | loss: 0.0311424 | val_loss: 0.0311507 | Time: 2011.96 ms [2020-12-18 10:24:22 main:581] : INFO : Epoch 1914 | loss: 0.0311394 | val_loss: 0.0311491 | Time: 2011.64 ms [2020-12-18 10:24:24 main:581] : INFO : Epoch 1915 | loss: 0.0311368 | val_loss: 0.0311492 | Time: 2023.32 ms [2020-12-18 10:24:26 main:581] : INFO : Epoch 1916 | loss: 0.031137 | val_loss: 0.0311548 | Time: 2010.57 ms [2020-12-18 10:24:28 main:581] : INFO : Epoch 1917 | loss: 0.0311367 | val_loss: 0.031148 | Time: 2022.63 ms [2020-12-18 10:24:30 main:581] : INFO : Epoch 1918 | loss: 0.0311351 | val_loss: 0.0311495 | Time: 2008.8 ms [2020-12-18 10:24:32 main:581] : INFO : Epoch 1919 | loss: 0.0311368 | val_loss: 0.0311469 | Time: 2023.61 ms [2020-12-18 10:24:34 main:581] : INFO : Epoch 1920 | loss: 0.0311378 | val_loss: 0.0311462 | Time: 2012.2 ms [2020-12-18 10:24:36 main:581] : INFO : Epoch 1921 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 2019.34 ms [2020-12-18 10:24:38 main:581] : INFO : Epoch 1922 | loss: 0.0311659 | val_loss: 0.0311623 | Time: 2013.88 ms [2020-12-18 10:24:40 main:581] : INFO : Epoch 1923 | loss: 0.0311569 | val_loss: 0.0311555 | Time: 2012.81 ms [2020-12-18 10:24:42 main:581] : INFO : Epoch 1924 | loss: 0.0311514 | val_loss: 0.0311508 | Time: 2006.12 ms [2020-12-18 10:24:44 main:581] : INFO : Epoch 1925 | loss: 0.0311482 | val_loss: 0.0311525 | Time: 2022.24 ms [2020-12-18 10:24:46 main:581] : INFO : Epoch 1926 | loss: 0.0311453 | val_loss: 0.0311484 | Time: 2011.44 ms [2020-12-18 10:24:48 main:581] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311454 | Time: 2023.47 ms [2020-12-18 10:24:50 main:581] : INFO : Epoch 1928 | loss: 0.0311408 | val_loss: 0.0311445 | Time: 2015.45 ms [2020-12-18 10:24:52 main:581] : INFO : Epoch 1929 | loss: 0.0311406 | val_loss: 0.0311502 | Time: 2018.97 ms [2020-12-18 10:24:54 main:581] : INFO : Epoch 1930 | loss: 0.0311411 | val_loss: 0.0311456 | Time: 2013.68 ms [2020-12-18 10:24:56 main:581] : INFO : Epoch 1931 | loss: 0.03114 | val_loss: 0.0311451 | Time: 2022.74 ms [2020-12-18 10:24:58 main:581] : INFO : Epoch 1932 | loss: 0.0311367 | val_loss: 0.0311449 | Time: 2019.99 ms [2020-12-18 10:25:00 main:581] : INFO : Epoch 1933 | loss: 0.0311371 | val_loss: 0.0311439 | Time: 2003.79 ms [2020-12-18 10:25:02 main:581] : INFO : Epoch 1934 | loss: 0.0311347 | val_loss: 0.0311432 | Time: 2006.29 ms [2020-12-18 10:25:04 main:581] : INFO : Epoch 1935 | loss: 0.0311339 | val_loss: 0.0311412 | Time: 2008.83 ms [2020-12-18 10:25:07 main:581] : INFO : Epoch 1936 | loss: 0.0311326 | val_loss: 0.0311427 | Time: 2023.63 ms [2020-12-18 10:25:09 main:581] : INFO : Epoch 1937 | loss: 0.0311324 | val_loss: 0.03114 | Time: 2018.01 ms [2020-12-18 10:25:11 main:581] : INFO : Epoch 1938 | loss: 0.0311296 | val_loss: 0.0311442 | Time: 2006.79 ms [2020-12-18 10:25:13 main:581] : INFO : Epoch 1939 | loss: 0.0311294 | val_loss: 0.0311401 | Time: 2014.47 ms [2020-12-18 10:25:15 main:581] : INFO : Epoch 1940 | loss: 0.0311298 | val_loss: 0.0311418 | Time: 2015.29 ms [2020-12-18 10:25:17 main:581] : INFO : Epoch 1941 | loss: 0.0312071 | val_loss: 0.0312288 | Time: 2008.88 ms [2020-12-18 10:25:19 main:581] : INFO : Epoch 1942 | loss: 0.031224 | val_loss: 0.0312156 | Time: 2021.64 ms [2020-12-18 10:25:21 main:581] : INFO : Epoch 1943 | loss: 0.0312177 | val_loss: 0.0312136 | Time: 2011.77 ms [2020-12-18 10:25:23 main:581] : INFO : Epoch 1944 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 2015.88 ms [2020-12-18 10:25:25 main:581] : INFO : Epoch 1945 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 2022.77 ms [2020-12-18 10:25:27 main:581] : INFO : Epoch 1946 | loss: 0.0312116 | val_loss: 0.0312079 | Time: 2004.23 ms [2020-12-18 10:25:29 main:581] : INFO : Epoch 1947 | loss: 0.0312093 | val_loss: 0.0312073 | Time: 2022.3 ms [2020-12-18 10:25:31 main:581] : INFO : Epoch 1948 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 2023.95 ms [2020-12-18 10:25:33 main:581] : INFO : Epoch 1949 | loss: 0.0312079 | val_loss: 0.0312086 | Time: 2013.72 ms [2020-12-18 10:25:35 main:581] : INFO : Epoch 1950 | loss: 0.0312095 | val_loss: 0.0312104 | Time: 2024.9 ms [2020-12-18 10:25:37 main:581] : INFO : Epoch 1951 | loss: 0.0312099 | val_loss: 0.0312092 | Time: 2015.43 ms [2020-12-18 10:25:39 main:581] : INFO : Epoch 1952 | loss: 0.0312084 | val_loss: 0.0312087 | Time: 2024.01 ms [2020-12-18 10:25:41 main:581] : INFO : Epoch 1953 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 2017.88 ms [2020-12-18 10:25:43 main:581] : INFO : Epoch 1954 | loss: 0.0312071 | val_loss: 0.031207 | Time: 2014.99 ms [2020-12-18 10:25:45 main:581] : INFO : Epoch 1955 | loss: 0.0312079 | val_loss: 0.0312094 | Time: 2012.5 ms [2020-12-18 10:25:47 main:581] : INFO : Epoch 1956 | loss: 0.031206 | val_loss: 0.0312057 | Time: 2020.28 ms [2020-12-18 10:25:49 main:581] : INFO : Epoch 1957 | loss: 0.0312053 | val_loss: 0.0312051 | Time: 2014.45 ms [2020-12-18 10:25:51 main:581] : INFO : Epoch 1958 | loss: 0.031206 | val_loss: 0.0312048 | Time: 2023.35 ms [2020-12-18 10:25:53 main:581] : INFO : Epoch 1959 | loss: 0.0312047 | val_loss: 0.0312043 | Time: 2021.7 ms [2020-12-18 10:25:55 main:581] : INFO : Epoch 1960 | loss: 0.0312056 | val_loss: 0.0312061 | Time: 2026.51 ms [2020-12-18 10:25:57 main:581] : INFO : Epoch 1961 | loss: 0.0312053 | val_loss: 0.0312042 | Time: 2016.96 ms [2020-12-18 10:25:59 main:581] : INFO : Epoch 1962 | loss: 0.0312064 | val_loss: 0.0312066 | Time: 2010.84 ms [2020-12-18 10:26:01 main:581] : INFO : Epoch 1963 | loss: 0.0312051 | val_loss: 0.031203 | Time: 2015.82 ms [2020-12-18 10:26:03 main:581] : INFO : Epoch 1964 | loss: 0.0312051 | val_loss: 0.0312034 | Time: 2013.16 ms [2020-12-18 10:26:05 main:581] : INFO : Epoch 1965 | loss: 0.0312033 | val_loss: 0.031203 | Time: 2015.28 ms [2020-12-18 10:26:07 main:581] : INFO : Epoch 1966 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 2020.95 ms [2020-12-18 10:26:09 main:581] : INFO : Epoch 1967 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 2025.15 ms [2020-12-18 10:26:11 main:581] : INFO : Epoch 1968 | loss: 0.0312051 | val_loss: 0.0312023 | Time: 2016.58 ms [2020-12-18 10:26:13 main:581] : INFO : Epoch 1969 | loss: 0.0312028 | val_loss: 0.0312031 | Time: 2027.44 ms [2020-12-18 10:26:15 main:581] : INFO : Epoch 1970 | loss: 0.0312045 | val_loss: 0.0312023 | Time: 2021.65 ms [2020-12-18 10:26:17 main:581] : INFO : Epoch 1971 | loss: 0.0312024 | val_loss: 0.0312016 | Time: 2016.31 ms [2020-12-18 10:26:19 main:581] : INFO : Epoch 1972 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 2018.22 ms [2020-12-18 10:26:21 main:581] : INFO : Epoch 1973 | loss: 0.0312028 | val_loss: 0.0312036 | Time: 2020.58 ms [2020-12-18 10:26:23 main:581] : INFO : Epoch 1974 | loss: 0.0312028 | val_loss: 0.0312078 | Time: 2017.03 ms [2020-12-18 10:26:25 main:581] : INFO : Epoch 1975 | loss: 0.031205 | val_loss: 0.0312043 | Time: 2023.8 ms [2020-12-18 10:26:27 main:581] : INFO : Epoch 1976 | loss: 0.0312026 | val_loss: 0.0312006 | Time: 2004.07 ms [2020-12-18 10:26:29 main:581] : INFO : Epoch 1977 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 2012.68 ms [2020-12-18 10:26:31 main:581] : INFO : Epoch 1978 | loss: 0.031201 | val_loss: 0.0312008 | Time: 2002.87 ms [2020-12-18 10:26:33 main:581] : INFO : Epoch 1979 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 2013.64 ms [2020-12-18 10:26:35 main:581] : INFO : Epoch 1980 | loss: 0.0312006 | val_loss: 0.031201 | Time: 2020.53 ms [2020-12-18 10:26:37 main:581] : INFO : Epoch 1981 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 2013.9 ms [2020-12-18 10:26:39 main:581] : INFO : Epoch 1982 | loss: 0.0312003 | val_loss: 0.031201 | Time: 2026.56 ms [2020-12-18 10:26:41 main:581] : INFO : Epoch 1983 | loss: 0.0312019 | val_loss: 0.0312045 | Time: 2014.28 ms [2020-12-18 10:26:43 main:581] : INFO : Epoch 1984 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 2022.85 ms [2020-12-18 10:26:45 main:581] : INFO : Epoch 1985 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 2015.91 ms [2020-12-18 10:26:47 main:581] : INFO : Epoch 1986 | loss: 0.0311996 | val_loss: 0.031206 | Time: 2023.99 ms [2020-12-18 10:26:49 main:581] : INFO : Epoch 1987 | loss: 0.0312005 | val_loss: 0.0312005 | Time: 2010.97 ms [2020-12-18 10:26:51 main:581] : INFO : Epoch 1988 | loss: 0.0312016 | val_loss: 0.031207 | Time: 2024.04 ms [2020-12-18 10:26:53 main:581] : INFO : Epoch 1989 | loss: 0.0312019 | val_loss: 0.0312001 | Time: 2014.4 ms [2020-12-18 10:26:55 main:581] : INFO : Epoch 1990 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 2023.12 ms [2020-12-18 10:26:57 main:581] : INFO : Epoch 1991 | loss: 0.0311985 | val_loss: 0.0311986 | Time: 2018.48 ms [2020-12-18 10:26:59 main:581] : INFO : Epoch 1992 | loss: 0.031201 | val_loss: 0.0312032 | Time: 2015.68 ms [2020-12-18 10:27:02 main:581] : INFO : Epoch 1993 | loss: 0.0312013 | val_loss: 0.0311982 | Time: 2018.02 ms [2020-12-18 10:27:04 main:581] : INFO : Epoch 1994 | loss: 0.0311984 | val_loss: 0.0311992 | Time: 2023.97 ms [2020-12-18 10:27:06 main:581] : INFO : Epoch 1995 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 2020.48 ms [2020-12-18 10:27:08 main:581] : INFO : Epoch 1996 | loss: 0.0311981 | val_loss: 0.0311983 | Time: 2015.32 ms [2020-12-18 10:27:10 main:581] : INFO : Epoch 1997 | loss: 0.0311974 | val_loss: 0.0311985 | Time: 2029.19 ms [2020-12-18 10:27:12 main:581] : INFO : Epoch 1998 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 2014.86 ms [2020-12-18 10:27:14 main:581] : INFO : Epoch 1999 | loss: 0.0311962 | val_loss: 0.0311979 | Time: 2016.18 ms [2020-12-18 10:27:16 main:581] : INFO : Epoch 2000 | loss: 0.0311998 | val_loss: 0.031216 | Time: 2017.27 ms [2020-12-18 10:27:18 main:581] : INFO : Epoch 2001 | loss: 0.031203 | val_loss: 0.0312076 | Time: 2021.8 ms [2020-12-18 10:27:20 main:581] : INFO : Epoch 2002 | loss: 0.031199 | val_loss: 0.0311997 | Time: 2027.9 ms [2020-12-18 10:27:22 main:581] : INFO : Epoch 2003 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 2015.68 ms [2020-12-18 10:27:24 main:581] : INFO : Epoch 2004 | loss: 0.0311972 | val_loss: 0.0311996 | Time: 2022.4 ms [2020-12-18 10:27:26 main:581] : INFO : Epoch 2005 | loss: 0.0311994 | val_loss: 0.0311984 | Time: 2019.02 ms [2020-12-18 10:27:28 main:581] : INFO : Epoch 2006 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2005.95 ms [2020-12-18 10:27:30 main:581] : INFO : Epoch 2007 | loss: 0.0311964 | val_loss: 0.0311981 | Time: 2023.25 ms [2020-12-18 10:27:32 main:581] : INFO : Epoch 2008 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 2015.33 ms [2020-12-18 10:27:34 main:581] : INFO : Epoch 2009 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 2008.78 ms [2020-12-18 10:27:36 main:581] : INFO : Epoch 2010 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 2014.83 ms [2020-12-18 10:27:38 main:581] : INFO : Epoch 2011 | loss: 0.0311947 | val_loss: 0.0311989 | Time: 2017.53 ms [2020-12-18 10:27:40 main:581] : INFO : Epoch 2012 | loss: 0.031197 | val_loss: 0.031199 | Time: 2022.76 ms [2020-12-18 10:27:42 main:581] : INFO : Epoch 2013 | loss: 0.0311954 | val_loss: 0.0311976 | Time: 2018.83 ms [2020-12-18 10:27:44 main:581] : INFO : Epoch 2014 | loss: 0.0311951 | val_loss: 0.031197 | Time: 2010.09 ms [2020-12-18 10:27:46 main:581] : INFO : Epoch 2015 | loss: 0.0311944 | val_loss: 0.0311967 | Time: 2026.01 ms [2020-12-18 10:27:48 main:581] : INFO : Epoch 2016 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 2006.58 ms [2020-12-18 10:27:50 main:581] : INFO : Epoch 2017 | loss: 0.0311951 | val_loss: 0.0311973 | Time: 2023.85 ms [2020-12-18 10:27:52 main:581] : INFO : Epoch 2018 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 2014.37 ms [2020-12-18 10:27:54 main:581] : INFO : Epoch 2019 | loss: 0.0311931 | val_loss: 0.0311965 | Time: 2014.64 ms [2020-12-18 10:27:56 main:581] : INFO : Epoch 2020 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 2024.92 ms [2020-12-18 10:27:58 main:581] : INFO : Epoch 2021 | loss: 0.0311939 | val_loss: 0.0311986 | Time: 2013.36 ms [2020-12-18 10:28:00 main:581] : INFO : Epoch 2022 | loss: 0.031193 | val_loss: 0.0311968 | Time: 2015.46 ms [2020-12-18 10:28:02 main:581] : INFO : Epoch 2023 | loss: 0.0311924 | val_loss: 0.0311956 | Time: 2026.38 ms [2020-12-18 10:28:04 main:581] : INFO : Epoch 2024 | loss: 0.0311928 | val_loss: 0.031198 | Time: 2013.41 ms [2020-12-18 10:28:06 main:581] : INFO : Epoch 2025 | loss: 0.031195 | val_loss: 0.0311962 | Time: 2018.77 ms [2020-12-18 10:28:08 main:581] : INFO : Epoch 2026 | loss: 0.0311936 | val_loss: 0.031196 | Time: 2016.31 ms [2020-12-18 10:28:10 main:581] : INFO : Epoch 2027 | loss: 0.031193 | val_loss: 0.0311976 | Time: 2024.97 ms [2020-12-18 10:28:12 main:581] : INFO : Epoch 2028 | loss: 0.0311946 | val_loss: 0.0312034 | Time: 2017.02 ms [2020-12-18 10:28:14 main:581] : INFO : Epoch 2029 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 2028.96 ms [2020-12-18 10:28:16 main:581] : INFO : Epoch 2030 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 2013.5 ms [2020-12-18 10:28:18 main:581] : INFO : Epoch 2031 | loss: 0.0311921 | val_loss: 0.031197 | Time: 2030.28 ms [2020-12-18 10:28:20 main:581] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.0311953 | Time: 2026.12 ms [2020-12-18 10:28:22 main:581] : INFO : Epoch 2033 | loss: 0.0311904 | val_loss: 0.0311953 | Time: 2017.77 ms [2020-12-18 10:28:24 main:581] : INFO : Epoch 2034 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 2022.12 ms [2020-12-18 10:28:26 main:581] : INFO : Epoch 2035 | loss: 0.031195 | val_loss: 0.0312015 | Time: 2025.47 ms [2020-12-18 10:28:28 main:581] : INFO : Epoch 2036 | loss: 0.0311921 | val_loss: 0.0311946 | Time: 2014.67 ms [2020-12-18 10:28:30 main:581] : INFO : Epoch 2037 | loss: 0.0311903 | val_loss: 0.0311959 | Time: 2019.99 ms [2020-12-18 10:28:32 main:581] : INFO : Epoch 2038 | loss: 0.0311945 | val_loss: 0.0312067 | Time: 2029.94 ms [2020-12-18 10:28:34 main:581] : INFO : Epoch 2039 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 2015.27 ms [2020-12-18 10:28:36 main:581] : INFO : Epoch 2040 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 2022.2 ms [2020-12-18 10:28:38 main:581] : INFO : Epoch 2041 | loss: 0.031189 | val_loss: 0.0311967 | Time: 2012.4 ms [2020-12-18 10:28:40 main:581] : INFO : Epoch 2042 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 2023.86 ms [2020-12-18 10:28:42 main:581] : INFO : Epoch 2043 | loss: 0.0311917 | val_loss: 0.0311938 | Time: 2013.71 ms [2020-12-18 10:28:44 main:581] : INFO : Epoch 2044 | loss: 0.0311902 | val_loss: 0.0311967 | Time: 2019.85 ms [2020-12-18 10:28:47 main:581] : INFO : Epoch 2045 | loss: 0.0311899 | val_loss: 0.0311945 | Time: 2018.22 ms [2020-12-18 10:28:49 main:581] : INFO : Epoch 2046 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 2011.04 ms [2020-12-18 10:28:51 main:581] : INFO : Epoch 2047 | loss: 0.0311895 | val_loss: 0.0311937 | Time: 2017.13 ms [2020-12-18 10:28:53 main:581] : INFO : Epoch 2048 | loss: 0.0311881 | val_loss: 0.0311991 | Time: 2028.82 ms [2020-12-18 10:28:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311991 [2020-12-18 10:28:53 main:610] : INFO : Saving end state to config to file [2020-12-18 10:28:53 main:615] : INFO : Success, exiting.. 10:28:53 (1292796): 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)