Task 3318005
| Name | ParityModified-1608176594-23801-0_0 |
| Workunit | 1584935 |
| Created | 17 Dec 2020, 3:43:16 UTC |
| Sent | 18 Dec 2020, 8:12:22 UTC |
| Report deadline | 26 Dec 2020, 8:12:22 UTC |
| Received | 18 Dec 2020, 21:05:17 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 30 sec |
| CPU time | 1 hours 8 min 25 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 2010.98 ms
[2020-12-18 14:47:27 main:581] : INFO : Epoch 1539 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 2019.67 ms
[2020-12-18 14:47:29 main:581] : INFO : Epoch 1540 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 2012.54 ms
[2020-12-18 14:47:31 main:581] : INFO : Epoch 1541 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 2005.33 ms
[2020-12-18 14:47:33 main:581] : INFO : Epoch 1542 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 2012.53 ms
[2020-12-18 14:47:35 main:581] : INFO : Epoch 1543 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 2012.61 ms
[2020-12-18 14:47:37 main:581] : INFO : Epoch 1544 | loss: 0.0311544 | val_loss: 0.0311751 | Time: 2013.06 ms
[2020-12-18 14:47:39 main:581] : INFO : Epoch 1545 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 2002.09 ms
[2020-12-18 14:47:41 main:581] : INFO : Epoch 1546 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 2009.75 ms
[2020-12-18 14:47:43 main:581] : INFO : Epoch 1547 | loss: 0.0311472 | val_loss: 0.0311653 | Time: 2013.46 ms
[2020-12-18 14:47:45 main:581] : INFO : Epoch 1548 | loss: 0.031146 | val_loss: 0.0311646 | Time: 2006.32 ms
[2020-12-18 14:47:47 main:581] : INFO : Epoch 1549 | loss: 0.0311455 | val_loss: 0.0311676 | Time: 2014.98 ms
[2020-12-18 14:47:49 main:581] : INFO : Epoch 1550 | loss: 0.0311464 | val_loss: 0.0311644 | Time: 2013.07 ms
[2020-12-18 14:47:51 main:581] : INFO : Epoch 1551 | loss: 0.031144 | val_loss: 0.0311655 | Time: 2014.81 ms
[2020-12-18 14:47:53 main:581] : INFO : Epoch 1552 | loss: 0.0311425 | val_loss: 0.0311625 | Time: 2008.83 ms
[2020-12-18 14:47:55 main:581] : INFO : Epoch 1553 | loss: 0.0311419 | val_loss: 0.0311658 | Time: 2020.76 ms
[2020-12-18 14:47:57 main:581] : INFO : Epoch 1554 | loss: 0.0311423 | val_loss: 0.031166 | Time: 2012.13 ms
[2020-12-18 14:47:59 main:581] : INFO : Epoch 1555 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 2008.62 ms
[2020-12-18 14:48:01 main:581] : INFO : Epoch 1556 | loss: 0.0311407 | val_loss: 0.0311625 | Time: 2012.72 ms
[2020-12-18 14:48:03 main:581] : INFO : Epoch 1557 | loss: 0.0311376 | val_loss: 0.0311614 | Time: 2011.87 ms
[2020-12-18 14:48:05 main:581] : INFO : Epoch 1558 | loss: 0.0311373 | val_loss: 0.0311625 | Time: 2009.92 ms
[2020-12-18 14:48:07 main:581] : INFO : Epoch 1559 | loss: 0.031138 | val_loss: 0.0311625 | Time: 2013.2 ms
[2020-12-18 14:48:09 main:581] : INFO : Epoch 1560 | loss: 0.031139 | val_loss: 0.031162 | Time: 2009.5 ms
[2020-12-18 14:48:11 main:581] : INFO : Epoch 1561 | loss: 0.0311348 | val_loss: 0.0311637 | Time: 2014.19 ms
[2020-12-18 14:48:13 main:581] : INFO : Epoch 1562 | loss: 0.0311365 | val_loss: 0.0311663 | Time: 2012.75 ms
[2020-12-18 14:48:15 main:581] : INFO : Epoch 1563 | loss: 0.0311354 | val_loss: 0.0311687 | Time: 2014.94 ms
[2020-12-18 14:48:17 main:581] : INFO : Epoch 1564 | loss: 0.031134 | val_loss: 0.0311612 | Time: 2013.56 ms
[2020-12-18 14:48:19 main:581] : INFO : Epoch 1565 | loss: 0.0311339 | val_loss: 0.0311665 | Time: 2005.45 ms
[2020-12-18 14:48:21 main:581] : INFO : Epoch 1566 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 2012.63 ms
[2020-12-18 14:48:23 main:581] : INFO : Epoch 1567 | loss: 0.0311313 | val_loss: 0.0311594 | Time: 2014.04 ms
[2020-12-18 14:48:25 main:581] : INFO : Epoch 1568 | loss: 0.0311383 | val_loss: 0.0311795 | Time: 2014.16 ms
[2020-12-18 14:48:27 main:581] : INFO : Epoch 1569 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 2009.59 ms
[2020-12-18 14:48:29 main:581] : INFO : Epoch 1570 | loss: 0.0311305 | val_loss: 0.0311608 | Time: 2011.95 ms
[2020-12-18 14:48:31 main:581] : INFO : Epoch 1571 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 2016.85 ms
[2020-12-18 14:48:33 main:581] : INFO : Epoch 1572 | loss: 0.0311279 | val_loss: 0.0311665 | Time: 2014.85 ms
[2020-12-18 14:48:35 main:581] : INFO : Epoch 1573 | loss: 0.0311287 | val_loss: 0.0311647 | Time: 2023.01 ms
[2020-12-18 14:48:37 main:581] : INFO : Epoch 1574 | loss: 0.0311315 | val_loss: 0.031163 | Time: 2007.3 ms
[2020-12-18 14:48:39 main:581] : INFO : Epoch 1575 | loss: 0.0311324 | val_loss: 0.0311619 | Time: 2022.21 ms
[2020-12-18 14:48:41 main:581] : INFO : Epoch 1576 | loss: 0.0311359 | val_loss: 0.0311744 | Time: 2005.75 ms
[2020-12-18 14:48:43 main:581] : INFO : Epoch 1577 | loss: 0.0311396 | val_loss: 0.0311634 | Time: 2023.84 ms
[2020-12-18 14:48:45 main:581] : INFO : Epoch 1578 | loss: 0.0311377 | val_loss: 0.0311642 | Time: 2017.22 ms
[2020-12-18 14:48:47 main:581] : INFO : Epoch 1579 | loss: 0.031137 | val_loss: 0.031164 | Time: 2008.4 ms
[2020-12-18 14:48:49 main:581] : INFO : Epoch 1580 | loss: 0.0311315 | val_loss: 0.0311618 | Time: 2010.15 ms
[2020-12-18 14:48:51 main:581] : INFO : Epoch 1581 | loss: 0.0311285 | val_loss: 0.0311643 | Time: 2012.29 ms
[2020-12-18 14:48:53 main:581] : INFO : Epoch 1582 | loss: 0.0311278 | val_loss: 0.0311616 | Time: 2009.63 ms
[2020-12-18 14:48:55 main:581] : INFO : Epoch 1583 | loss: 0.0311265 | val_loss: 0.0311623 | Time: 2015.35 ms
[2020-12-18 14:48:57 main:581] : INFO : Epoch 1584 | loss: 0.031125 | val_loss: 0.0311616 | Time: 2004.42 ms
[2020-12-18 14:48:59 main:581] : INFO : Epoch 1585 | loss: 0.0311243 | val_loss: 0.031162 | Time: 2001.4 ms
[2020-12-18 14:49:01 main:581] : INFO : Epoch 1586 | loss: 0.0311232 | val_loss: 0.0311623 | Time: 2006.64 ms
[2020-12-18 14:49:03 main:581] : INFO : Epoch 1587 | loss: 0.0311251 | val_loss: 0.0311621 | Time: 1992.78 ms
[2020-12-18 14:49:05 main:581] : INFO : Epoch 1588 | loss: 0.0311247 | val_loss: 0.0311655 | Time: 2000.42 ms
[2020-12-18 14:49:07 main:581] : INFO : Epoch 1589 | loss: 0.0311229 | val_loss: 0.0311692 | Time: 2008.18 ms
[2020-12-18 14:49:09 main:581] : INFO : Epoch 1590 | loss: 0.0311199 | val_loss: 0.0311642 | Time: 2008.68 ms
[2020-12-18 14:49:11 main:581] : INFO : Epoch 1591 | loss: 0.0311227 | val_loss: 0.031163 | Time: 2004.01 ms
[2020-12-18 14:49:13 main:581] : INFO : Epoch 1592 | loss: 0.0311217 | val_loss: 0.0311649 | Time: 2005.73 ms
[2020-12-18 14:49:15 main:581] : INFO : Epoch 1593 | loss: 0.0311212 | val_loss: 0.0311637 | Time: 2006.35 ms
[2020-12-18 14:49:17 main:581] : INFO : Epoch 1594 | loss: 0.0311279 | val_loss: 0.0311675 | Time: 2005.42 ms
[2020-12-18 14:49:19 main:581] : INFO : Epoch 1595 | loss: 0.0311224 | val_loss: 0.0311646 | Time: 2017.56 ms
[2020-12-18 14:49:21 main:581] : INFO : Epoch 1596 | loss: 0.0311212 | val_loss: 0.031163 | Time: 2009.44 ms
[2020-12-18 14:49:23 main:581] : INFO : Epoch 1597 | loss: 0.0311218 | val_loss: 0.0311693 | Time: 2009.45 ms
[2020-12-18 14:49:25 main:581] : INFO : Epoch 1598 | loss: 0.0311208 | val_loss: 0.0311668 | Time: 2006.37 ms
[2020-12-18 14:49:27 main:581] : INFO : Epoch 1599 | loss: 0.0311265 | val_loss: 0.0311701 | Time: 2007.65 ms
[2020-12-18 14:49:29 main:581] : INFO : Epoch 1600 | loss: 0.0311241 | val_loss: 0.031167 | Time: 2004.5 ms
[2020-12-18 14:49:31 main:581] : INFO : Epoch 1601 | loss: 0.0311215 | val_loss: 0.0311667 | Time: 2001.29 ms
[2020-12-18 14:49:33 main:581] : INFO : Epoch 1602 | loss: 0.0311255 | val_loss: 0.0311678 | Time: 2017.72 ms
[2020-12-18 14:49:35 main:581] : INFO : Epoch 1603 | loss: 0.0311217 | val_loss: 0.0311667 | Time: 2013.45 ms
[2020-12-18 14:49:37 main:581] : INFO : Epoch 1604 | loss: 0.0311234 | val_loss: 0.031183 | Time: 2012.35 ms
[2020-12-18 14:49:39 main:581] : INFO : Epoch 1605 | loss: 0.0311276 | val_loss: 0.0311674 | Time: 2011.28 ms
[2020-12-18 14:49:41 main:581] : INFO : Epoch 1606 | loss: 0.0311189 | val_loss: 0.0311676 | Time: 2011.1 ms
[2020-12-18 14:49:43 main:581] : INFO : Epoch 1607 | loss: 0.0311141 | val_loss: 0.0311651 | Time: 2009.97 ms
[2020-12-18 14:49:45 main:581] : INFO : Epoch 1608 | loss: 0.0311158 | val_loss: 0.0311698 | Time: 2005.74 ms
[2020-12-18 14:49:47 main:581] : INFO : Epoch 1609 | loss: 0.0311176 | val_loss: 0.0311643 | Time: 2006.11 ms
[2020-12-18 14:49:49 main:581] : INFO : Epoch 1610 | loss: 0.0311173 | val_loss: 0.0311648 | Time: 2011.74 ms
[2020-12-18 14:49:51 main:581] : INFO : Epoch 1611 | loss: 0.0311176 | val_loss: 0.0311634 | Time: 2008.95 ms
[2020-12-18 14:49:53 main:581] : INFO : Epoch 1612 | loss: 0.0311185 | val_loss: 0.0311678 | Time: 2021.36 ms
[2020-12-18 14:49:55 main:581] : INFO : Epoch 1613 | loss: 0.031121 | val_loss: 0.0311697 | Time: 2005.41 ms
[2020-12-18 14:49:57 main:581] : INFO : Epoch 1614 | loss: 0.0311222 | val_loss: 0.0311613 | Time: 2010.79 ms
[2020-12-18 14:49:59 main:581] : INFO : Epoch 1615 | loss: 0.0311232 | val_loss: 0.0311657 | Time: 2010.77 ms
[2020-12-18 14:50:01 main:581] : INFO : Epoch 1616 | loss: 0.0311166 | val_loss: 0.0311647 | Time: 2011.14 ms
[2020-12-18 14:50:03 main:581] : INFO : Epoch 1617 | loss: 0.031116 | val_loss: 0.0311637 | Time: 2012.83 ms
[2020-12-18 14:50:06 main:581] : INFO : Epoch 1618 | loss: 0.0311145 | val_loss: 0.0311673 | Time: 2012.62 ms
[2020-12-18 14:50:08 main:581] : INFO : Epoch 1619 | loss: 0.0311145 | val_loss: 0.031166 | Time: 2012.62 ms
[2020-12-18 14:50:10 main:581] : INFO : Epoch 1620 | loss: 0.031115 | val_loss: 0.0311717 | Time: 2003.38 ms
[2020-12-18 14:50:12 main:581] : INFO : Epoch 1621 | loss: 0.0311149 | val_loss: 0.0311696 | Time: 2015.82 ms
[2020-12-18 14:50:14 main:581] : INFO : Epoch 1622 | loss: 0.0311191 | val_loss: 0.0311642 | Time: 2004.78 ms
[2020-12-18 14:50:16 main:581] : INFO : Epoch 1623 | loss: 0.0311177 | val_loss: 0.0311644 | Time: 2010.76 ms
[2020-12-18 14:50:18 main:581] : INFO : Epoch 1624 | loss: 0.0311143 | val_loss: 0.0311628 | Time: 2019.9 ms
[2020-12-18 14:50:20 main:581] : INFO : Epoch 1625 | loss: 0.0311162 | val_loss: 0.0311644 | Time: 2005.62 ms
[2020-12-18 14:50:22 main:581] : INFO : Epoch 1626 | loss: 0.0311139 | val_loss: 0.0311697 | Time: 2009.17 ms
[2020-12-18 14:50:24 main:581] : INFO : Epoch 1627 | loss: 0.0311174 | val_loss: 0.0311716 | Time: 2012.24 ms
[2020-12-18 14:50:26 main:581] : INFO : Epoch 1628 | loss: 0.0311165 | val_loss: 0.0311656 | Time: 2021.8 ms
[2020-12-18 14:50:28 main:581] : INFO : Epoch 1629 | loss: 0.0311119 | val_loss: 0.0311627 | Time: 2012.52 ms
[2020-12-18 14:50:30 main:581] : INFO : Epoch 1630 | loss: 0.0311127 | val_loss: 0.0311666 | Time: 2010.82 ms
[2020-12-18 14:50:32 main:581] : INFO : Epoch 1631 | loss: 0.0311133 | val_loss: 0.0311667 | Time: 2011.52 ms
[2020-12-18 14:50:34 main:581] : INFO : Epoch 1632 | loss: 0.0311143 | val_loss: 0.0311663 | Time: 2005.31 ms
[2020-12-18 14:50:36 main:581] : INFO : Epoch 1633 | loss: 0.0311392 | val_loss: 0.0311718 | Time: 2011.32 ms
[2020-12-18 14:50:38 main:581] : INFO : Epoch 1634 | loss: 0.031148 | val_loss: 0.0311634 | Time: 2010.64 ms
[2020-12-18 14:50:40 main:581] : INFO : Epoch 1635 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 2010.28 ms
[2020-12-18 14:50:42 main:581] : INFO : Epoch 1636 | loss: 0.0311367 | val_loss: 0.0311637 | Time: 2009.42 ms
[2020-12-18 14:50:44 main:581] : INFO : Epoch 1637 | loss: 0.0311308 | val_loss: 0.0311601 | Time: 2007.56 ms
[2020-12-18 14:50:46 main:581] : INFO : Epoch 1638 | loss: 0.0311266 | val_loss: 0.0311563 | Time: 2011.14 ms
[2020-12-18 14:50:48 main:581] : INFO : Epoch 1639 | loss: 0.0311246 | val_loss: 0.0311534 | Time: 2004.83 ms
[2020-12-18 14:50:50 main:581] : INFO : Epoch 1640 | loss: 0.0311234 | val_loss: 0.0311581 | Time: 2007.58 ms
[2020-12-18 14:50:52 main:581] : INFO : Epoch 1641 | loss: 0.0311203 | val_loss: 0.0311526 | Time: 2014.59 ms
[2020-12-18 14:50:54 main:581] : INFO : Epoch 1642 | loss: 0.0311176 | val_loss: 0.031157 | Time: 2018.11 ms
[2020-12-18 14:50:56 main:581] : INFO : Epoch 1643 | loss: 0.0311171 | val_loss: 0.0311522 | Time: 2012.97 ms
[2020-12-18 14:50:58 main:581] : INFO : Epoch 1644 | loss: 0.0311172 | val_loss: 0.031155 | Time: 2014.49 ms
[2020-12-18 14:51:00 main:581] : INFO : Epoch 1645 | loss: 0.0311149 | val_loss: 0.0311576 | Time: 2014.78 ms
[2020-12-18 14:51:02 main:581] : INFO : Epoch 1646 | loss: 0.0311152 | val_loss: 0.0311545 | Time: 2010.67 ms
[2020-12-18 14:51:04 main:581] : INFO : Epoch 1647 | loss: 0.0311127 | val_loss: 0.0311578 | Time: 2008.27 ms
[2020-12-18 14:51:06 main:581] : INFO : Epoch 1648 | loss: 0.0311143 | val_loss: 0.0311545 | Time: 2016.16 ms
[2020-12-18 14:51:08 main:581] : INFO : Epoch 1649 | loss: 0.0311116 | val_loss: 0.0311632 | Time: 2010.95 ms
[2020-12-18 14:51:10 main:581] : INFO : Epoch 1650 | loss: 0.0311137 | val_loss: 0.0311564 | Time: 2008.81 ms
[2020-12-18 14:51:12 main:581] : INFO : Epoch 1651 | loss: 0.0311118 | val_loss: 0.0311575 | Time: 2012.6 ms
[2020-12-18 14:51:14 main:581] : INFO : Epoch 1652 | loss: 0.0311115 | val_loss: 0.031158 | Time: 2012.79 ms
[2020-12-18 14:51:16 main:581] : INFO : Epoch 1653 | loss: 0.0311109 | val_loss: 0.0311592 | Time: 2013.62 ms
[2020-12-18 14:51:18 main:581] : INFO : Epoch 1654 | loss: 0.0311126 | val_loss: 0.0311574 | Time: 2019.62 ms
[2020-12-18 14:51:20 main:581] : INFO : Epoch 1655 | loss: 0.0311144 | val_loss: 0.0311598 | Time: 2015.34 ms
[2020-12-18 14:51:22 main:581] : INFO : Epoch 1656 | loss: 0.031113 | val_loss: 0.0311581 | Time: 2006.62 ms
[2020-12-18 14:51:24 main:581] : INFO : Epoch 1657 | loss: 0.0311132 | val_loss: 0.0311639 | Time: 2013.29 ms
[2020-12-18 14:51:26 main:581] : INFO : Epoch 1658 | loss: 0.0311146 | val_loss: 0.0311574 | Time: 2017.01 ms
[2020-12-18 14:51:28 main:581] : INFO : Epoch 1659 | loss: 0.0311086 | val_loss: 0.0311601 | Time: 2020.29 ms
[2020-12-18 14:51:30 main:581] : INFO : Epoch 1660 | loss: 0.031109 | val_loss: 0.0311597 | Time: 2017.92 ms
[2020-12-18 14:51:32 main:581] : INFO : Epoch 1661 | loss: 0.0311064 | val_loss: 0.0311647 | Time: 2024.23 ms
[2020-12-18 14:51:34 main:581] : INFO : Epoch 1662 | loss: 0.0311067 | val_loss: 0.0311607 | Time: 2018.71 ms
[2020-12-18 14:51:36 main:581] : INFO : Epoch 1663 | loss: 0.0311056 | val_loss: 0.0311611 | Time: 2021.11 ms
[2020-12-18 14:51:38 main:581] : INFO : Epoch 1664 | loss: 0.0311092 | val_loss: 0.031164 | Time: 2017.65 ms
[2020-12-18 14:51:40 main:581] : INFO : Epoch 1665 | loss: 0.031108 | val_loss: 0.0311608 | Time: 2004.29 ms
[2020-12-18 14:51:42 main:581] : INFO : Epoch 1666 | loss: 0.0311098 | val_loss: 0.0311751 | Time: 2010.18 ms
[2020-12-18 14:51:44 main:581] : INFO : Epoch 1667 | loss: 0.0311099 | val_loss: 0.031162 | Time: 2008.29 ms
[2020-12-18 14:51:46 main:581] : INFO : Epoch 1668 | loss: 0.031108 | val_loss: 0.0311618 | Time: 2014.68 ms
[2020-12-18 14:51:48 main:581] : INFO : Epoch 1669 | loss: 0.0311104 | val_loss: 0.0311655 | Time: 2018.5 ms
[2020-12-18 14:51:50 main:581] : INFO : Epoch 1670 | loss: 0.0311092 | val_loss: 0.0311645 | Time: 2011.12 ms
[2020-12-18 14:51:52 main:581] : INFO : Epoch 1671 | loss: 0.0311179 | val_loss: 0.0311703 | Time: 2010.63 ms
[2020-12-18 14:51:54 main:581] : INFO : Epoch 1672 | loss: 0.031109 | val_loss: 0.0311619 | Time: 2012.68 ms
[2020-12-18 14:51:56 main:581] : INFO : Epoch 1673 | loss: 0.0311068 | val_loss: 0.0311639 | Time: 2016.13 ms
[2020-12-18 14:51:58 main:581] : INFO : Epoch 1674 | loss: 0.0311066 | val_loss: 0.0311644 | Time: 2025.01 ms
[2020-12-18 14:52:00 main:581] : INFO : Epoch 1675 | loss: 0.0311082 | val_loss: 0.0311594 | Time: 2008.42 ms
[2020-12-18 14:52:02 main:581] : INFO : Epoch 1676 | loss: 0.0311066 | val_loss: 0.0311654 | Time: 2013.14 ms
[2020-12-18 14:52:04 main:581] : INFO : Epoch 1677 | loss: 0.0311062 | val_loss: 0.031163 | Time: 2016.43 ms
[2020-12-18 14:52:06 main:581] : INFO : Epoch 1678 | loss: 0.0311079 | val_loss: 0.0311589 | Time: 2021.82 ms
[2020-12-18 14:52:08 main:581] : INFO : Epoch 1679 | loss: 0.0311086 | val_loss: 0.0311602 | Time: 2008.85 ms
[2020-12-18 14:52:10 main:581] : INFO : Epoch 1680 | loss: 0.0311069 | val_loss: 0.031167 | Time: 2016.31 ms
[2020-12-18 14:52:12 main:581] : INFO : Epoch 1681 | loss: 0.0311059 | val_loss: 0.0311618 | Time: 2013.81 ms
[2020-12-18 14:52:14 main:581] : INFO : Epoch 1682 | loss: 0.0311059 | val_loss: 0.0311643 | Time: 2011.85 ms
[2020-12-18 14:52:16 main:581] : INFO : Epoch 1683 | loss: 0.0311084 | val_loss: 0.0311649 | Time: 2011.65 ms
[2020-12-18 14:52:18 main:581] : INFO : Epoch 1684 | loss: 0.0311061 | val_loss: 0.0311658 | Time: 2014.9 ms
[2020-12-18 14:52:20 main:581] : INFO : Epoch 1685 | loss: 0.0311041 | val_loss: 0.0311627 | Time: 2013.5 ms
[2020-12-18 14:52:22 main:581] : INFO : Epoch 1686 | loss: 0.0311075 | val_loss: 0.0311631 | Time: 2003.02 ms
[2020-12-18 14:52:24 main:581] : INFO : Epoch 1687 | loss: 0.031108 | val_loss: 0.0311653 | Time: 2012.55 ms
[2020-12-18 14:52:26 main:581] : INFO : Epoch 1688 | loss: 0.0311073 | val_loss: 0.031164 | Time: 2014.97 ms
[2020-12-18 14:52:28 main:581] : INFO : Epoch 1689 | loss: 0.0311027 | val_loss: 0.0311648 | Time: 2015.22 ms
[2020-12-18 14:52:30 main:581] : INFO : Epoch 1690 | loss: 0.0311028 | val_loss: 0.0311597 | Time: 2014.15 ms
[2020-12-18 14:52:32 main:581] : INFO : Epoch 1691 | loss: 0.0311051 | val_loss: 0.031169 | Time: 2009.8 ms
[2020-12-18 14:52:34 main:581] : INFO : Epoch 1692 | loss: 0.0311034 | val_loss: 0.0311648 | Time: 2021.49 ms
[2020-12-18 14:52:36 main:581] : INFO : Epoch 1693 | loss: 0.0311019 | val_loss: 0.0311682 | Time: 2013.59 ms
[2020-12-18 14:52:39 main:581] : INFO : Epoch 1694 | loss: 0.0311114 | val_loss: 0.0311787 | Time: 2012.35 ms
[2020-12-18 14:52:41 main:581] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311727 | Time: 2021.65 ms
[2020-12-18 14:52:43 main:581] : INFO : Epoch 1696 | loss: 0.0311691 | val_loss: 0.0311687 | Time: 2014.94 ms
[2020-12-18 14:52:45 main:581] : INFO : Epoch 1697 | loss: 0.0311606 | val_loss: 0.0311601 | Time: 2002.78 ms
[2020-12-18 14:52:47 main:581] : INFO : Epoch 1698 | loss: 0.0311512 | val_loss: 0.0311593 | Time: 2010.58 ms
[2020-12-18 14:52:49 main:581] : INFO : Epoch 1699 | loss: 0.0311461 | val_loss: 0.0311541 | Time: 2013.96 ms
[2020-12-18 14:52:51 main:581] : INFO : Epoch 1700 | loss: 0.031143 | val_loss: 0.0311532 | Time: 2013.16 ms
[2020-12-18 14:52:53 main:581] : INFO : Epoch 1701 | loss: 0.0311411 | val_loss: 0.0311519 | Time: 2020.33 ms
[2020-12-18 14:52:55 main:581] : INFO : Epoch 1702 | loss: 0.0311388 | val_loss: 0.031154 | Time: 2011.76 ms
[2020-12-18 14:52:57 main:581] : INFO : Epoch 1703 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 2013.25 ms
[2020-12-18 14:52:59 main:581] : INFO : Epoch 1704 | loss: 0.0311384 | val_loss: 0.0311584 | Time: 2011.7 ms
[2020-12-18 14:53:01 main:581] : INFO : Epoch 1705 | loss: 0.0311356 | val_loss: 0.0311535 | Time: 2004.14 ms
[2020-12-18 14:53:03 main:581] : INFO : Epoch 1706 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 2021.29 ms
[2020-12-18 14:53:05 main:581] : INFO : Epoch 1707 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 2011.28 ms
[2020-12-18 14:53:07 main:581] : INFO : Epoch 1708 | loss: 0.0311308 | val_loss: 0.0311557 | Time: 2012.81 ms
[2020-12-18 14:53:09 main:581] : INFO : Epoch 1709 | loss: 0.031127 | val_loss: 0.0311552 | Time: 2010.79 ms
[2020-12-18 14:53:11 main:581] : INFO : Epoch 1710 | loss: 0.0311263 | val_loss: 0.0311541 | Time: 2010.47 ms
[2020-12-18 14:53:13 main:581] : INFO : Epoch 1711 | loss: 0.0311283 | val_loss: 0.0311565 | Time: 2014.72 ms
[2020-12-18 14:53:15 main:581] : INFO : Epoch 1712 | loss: 0.031133 | val_loss: 0.0311634 | Time: 2011.83 ms
[2020-12-18 14:53:17 main:581] : INFO : Epoch 1713 | loss: 0.0311242 | val_loss: 0.0311538 | Time: 2020.97 ms
[2020-12-18 14:53:19 main:581] : INFO : Epoch 1714 | loss: 0.031124 | val_loss: 0.0311543 | Time: 2010.47 ms
[2020-12-18 14:53:21 main:581] : INFO : Epoch 1715 | loss: 0.0311221 | val_loss: 0.0311561 | Time: 2012.01 ms
[2020-12-18 14:53:23 main:581] : INFO : Epoch 1716 | loss: 0.0311196 | val_loss: 0.0311546 | Time: 2014.42 ms
[2020-12-18 14:53:25 main:581] : INFO : Epoch 1717 | loss: 0.0311221 | val_loss: 0.0311557 | Time: 2012.09 ms
[2020-12-18 14:53:27 main:581] : INFO : Epoch 1718 | loss: 0.0311203 | val_loss: 0.0311677 | Time: 2013.35 ms
[2020-12-18 14:53:29 main:581] : INFO : Epoch 1719 | loss: 0.0311211 | val_loss: 0.0311582 | Time: 2012.56 ms
[2020-12-18 14:53:31 main:581] : INFO : Epoch 1720 | loss: 0.0311186 | val_loss: 0.0311547 | Time: 2014.05 ms
[2020-12-18 14:53:33 main:581] : INFO : Epoch 1721 | loss: 0.0311152 | val_loss: 0.0311586 | Time: 2011.15 ms
[2020-12-18 14:53:35 main:581] : INFO : Epoch 1722 | loss: 0.0311158 | val_loss: 0.0311704 | Time: 2012.36 ms
[2020-12-18 14:53:37 main:581] : INFO : Epoch 1723 | loss: 0.0311187 | val_loss: 0.0311565 | Time: 2012.7 ms
[2020-12-18 14:53:39 main:581] : INFO : Epoch 1724 | loss: 0.0311162 | val_loss: 0.0311567 | Time: 2012.86 ms
[2020-12-18 14:53:41 main:581] : INFO : Epoch 1725 | loss: 0.0311139 | val_loss: 0.0311566 | Time: 2012.09 ms
[2020-12-18 14:53:43 main:581] : INFO : Epoch 1726 | loss: 0.0311132 | val_loss: 0.0311587 | Time: 2014.25 ms
[2020-12-18 14:53:45 main:581] : INFO : Epoch 1727 | loss: 0.0311119 | val_loss: 0.0311614 | Time: 2014.32 ms
[2020-12-18 14:53:47 main:581] : INFO : Epoch 1728 | loss: 0.0311119 | val_loss: 0.0311573 | Time: 2005.37 ms
[2020-12-18 14:53:49 main:581] : INFO : Epoch 1729 | loss: 0.0311107 | val_loss: 0.0311616 | Time: 2016.59 ms
[2020-12-18 14:53:51 main:581] : INFO : Epoch 1730 | loss: 0.031111 | val_loss: 0.0311612 | Time: 2016.78 ms
[2020-12-18 14:53:53 main:581] : INFO : Epoch 1731 | loss: 0.0311126 | val_loss: 0.03116 | Time: 2018.32 ms
[2020-12-18 14:53:55 main:581] : INFO : Epoch 1732 | loss: 0.0311104 | val_loss: 0.0311593 | Time: 2016.13 ms
[2020-12-18 14:53:57 main:581] : INFO : Epoch 1733 | loss: 0.0311101 | val_loss: 0.0311602 | Time: 2017.29 ms
[2020-12-18 14:53:59 main:581] : INFO : Epoch 1734 | loss: 0.031109 | val_loss: 0.0311642 | Time: 2008.24 ms
[2020-12-18 14:54:01 main:581] : INFO : Epoch 1735 | loss: 0.0311094 | val_loss: 0.0311618 | Time: 2012.79 ms
[2020-12-18 14:54:03 main:581] : INFO : Epoch 1736 | loss: 0.0311075 | val_loss: 0.0311624 | Time: 2014.46 ms
[2020-12-18 14:54:05 main:581] : INFO : Epoch 1737 | loss: 0.0311073 | val_loss: 0.031165 | Time: 2010.97 ms
[2020-12-18 14:54:07 main:581] : INFO : Epoch 1738 | loss: 0.0311072 | val_loss: 0.0311595 | Time: 2017.23 ms
[2020-12-18 14:54:09 main:581] : INFO : Epoch 1739 | loss: 0.0311095 | val_loss: 0.0311683 | Time: 2015.2 ms
[2020-12-18 14:54:11 main:581] : INFO : Epoch 1740 | loss: 0.0311186 | val_loss: 0.0311582 | Time: 2015.23 ms
[2020-12-18 14:54:13 main:581] : INFO : Epoch 1741 | loss: 0.0311126 | val_loss: 0.0311654 | Time: 2019.54 ms
[2020-12-18 14:54:15 main:581] : INFO : Epoch 1742 | loss: 0.0311111 | val_loss: 0.0311591 | Time: 2006.03 ms
[2020-12-18 14:54:17 main:581] : INFO : Epoch 1743 | loss: 0.0311069 | val_loss: 0.031168 | Time: 2014.26 ms
[2020-12-18 14:54:19 main:581] : INFO : Epoch 1744 | loss: 0.0311099 | val_loss: 0.0311639 | Time: 2011.15 ms
[2020-12-18 14:54:21 main:581] : INFO : Epoch 1745 | loss: 0.0311074 | val_loss: 0.0311613 | Time: 2013.51 ms
[2020-12-18 14:54:23 main:581] : INFO : Epoch 1746 | loss: 0.0311048 | val_loss: 0.0311672 | Time: 2012.38 ms
[2020-12-18 14:54:25 main:581] : INFO : Epoch 1747 | loss: 0.0311045 | val_loss: 0.0311578 | Time: 2009.54 ms
[2020-12-18 14:54:27 main:581] : INFO : Epoch 1748 | loss: 0.0311069 | val_loss: 0.0311594 | Time: 2012.74 ms
[2020-12-18 14:54:29 main:581] : INFO : Epoch 1749 | loss: 0.0311067 | val_loss: 0.031162 | Time: 2012.55 ms
[2020-12-18 14:54:31 main:581] : INFO : Epoch 1750 | loss: 0.0311054 | val_loss: 0.0311595 | Time: 2012.92 ms
[2020-12-18 14:54:33 main:581] : INFO : Epoch 1751 | loss: 0.031104 | val_loss: 0.0311609 | Time: 2010.52 ms
[2020-12-18 14:54:35 main:581] : INFO : Epoch 1752 | loss: 0.031107 | val_loss: 0.0311618 | Time: 2011.77 ms
[2020-12-18 14:54:37 main:581] : INFO : Epoch 1753 | loss: 0.0311087 | val_loss: 0.0311588 | Time: 2012.9 ms
[2020-12-18 14:54:39 main:581] : INFO : Epoch 1754 | loss: 0.0311046 | val_loss: 0.0311616 | Time: 2012.59 ms
[2020-12-18 14:54:41 main:581] : INFO : Epoch 1755 | loss: 0.0311017 | val_loss: 0.0311629 | Time: 2013.19 ms
[2020-12-18 14:54:43 main:581] : INFO : Epoch 1756 | loss: 0.0311212 | val_loss: 0.0311789 | Time: 2013.62 ms
[2020-12-18 14:54:45 main:581] : INFO : Epoch 1757 | loss: 0.0311628 | val_loss: 0.0311638 | Time: 2010.68 ms
[2020-12-18 14:54:47 main:581] : INFO : Epoch 1758 | loss: 0.0311442 | val_loss: 0.0311579 | Time: 2012.66 ms
[2020-12-18 14:54:49 main:581] : INFO : Epoch 1759 | loss: 0.0311363 | val_loss: 0.0311525 | Time: 2016.47 ms
[2020-12-18 14:54:51 main:581] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.0311547 | Time: 2015.05 ms
[2020-12-18 14:54:53 main:581] : INFO : Epoch 1761 | loss: 0.0311266 | val_loss: 0.0311492 | Time: 2015.46 ms
[2020-12-18 14:54:55 main:581] : INFO : Epoch 1762 | loss: 0.0311227 | val_loss: 0.0311488 | Time: 2016.39 ms
[2020-12-18 14:54:57 main:581] : INFO : Epoch 1763 | loss: 0.0311235 | val_loss: 0.0311507 | Time: 2016.52 ms
[2020-12-18 14:54:59 main:581] : INFO : Epoch 1764 | loss: 0.0311194 | val_loss: 0.0311542 | Time: 2012.42 ms
[2020-12-18 14:55:01 main:581] : INFO : Epoch 1765 | loss: 0.0311146 | val_loss: 0.0311513 | Time: 2015.11 ms
[2020-12-18 14:55:03 main:581] : INFO : Epoch 1766 | loss: 0.0311122 | val_loss: 0.0311523 | Time: 2016.97 ms
[2020-12-18 14:55:06 main:581] : INFO : Epoch 1767 | loss: 0.0311127 | val_loss: 0.031153 | Time: 2014.28 ms
[2020-12-18 14:55:08 main:581] : INFO : Epoch 1768 | loss: 0.0311121 | val_loss: 0.031157 | Time: 2009.86 ms
[2020-12-18 14:55:10 main:581] : INFO : Epoch 1769 | loss: 0.0311096 | val_loss: 0.031154 | Time: 2011.79 ms
[2020-12-18 14:55:12 main:581] : INFO : Epoch 1770 | loss: 0.0311086 | val_loss: 0.0311565 | Time: 2018.4 ms
[2020-12-18 14:55:14 main:581] : INFO : Epoch 1771 | loss: 0.0311077 | val_loss: 0.0311536 | Time: 2010.86 ms
[2020-12-18 14:55:16 main:581] : INFO : Epoch 1772 | loss: 0.0311062 | val_loss: 0.0311569 | Time: 2011.79 ms
[2020-12-18 14:55:18 main:581] : INFO : Epoch 1773 | loss: 0.031106 | val_loss: 0.0311556 | Time: 2010.72 ms
[2020-12-18 14:55:20 main:581] : INFO : Epoch 1774 | loss: 0.0311045 | val_loss: 0.0311531 | Time: 2006.68 ms
[2020-12-18 14:55:22 main:581] : INFO : Epoch 1775 | loss: 0.0311035 | val_loss: 0.0311561 | Time: 2016.34 ms
[2020-12-18 14:55:24 main:581] : INFO : Epoch 1776 | loss: 0.0311035 | val_loss: 0.0311609 | Time: 2025.28 ms
[2020-12-18 14:55:26 main:581] : INFO : Epoch 1777 | loss: 0.0311064 | val_loss: 0.0311646 | Time: 2020.3 ms
[2020-12-18 14:55:28 main:581] : INFO : Epoch 1778 | loss: 0.031104 | val_loss: 0.0311527 | Time: 2017.69 ms
[2020-12-18 14:55:30 main:581] : INFO : Epoch 1779 | loss: 0.0311065 | val_loss: 0.0311529 | Time: 2018.98 ms
[2020-12-18 14:55:32 main:581] : INFO : Epoch 1780 | loss: 0.0311091 | val_loss: 0.0311669 | Time: 2019.45 ms
[2020-12-18 14:55:34 main:581] : INFO : Epoch 1781 | loss: 0.0311086 | val_loss: 0.0311701 | Time: 2019.54 ms
[2020-12-18 14:55:36 main:581] : INFO : Epoch 1782 | loss: 0.0311068 | val_loss: 0.0311516 | Time: 2012.21 ms
[2020-12-18 14:55:38 main:581] : INFO : Epoch 1783 | loss: 0.0311068 | val_loss: 0.0311519 | Time: 2011.94 ms
[2020-12-18 14:55:40 main:581] : INFO : Epoch 1784 | loss: 0.0311002 | val_loss: 0.031155 | Time: 2010.17 ms
[2020-12-18 14:55:42 main:581] : INFO : Epoch 1785 | loss: 0.031099 | val_loss: 0.0311596 | Time: 2010.69 ms
[2020-12-18 14:55:44 main:581] : INFO : Epoch 1786 | loss: 0.0310994 | val_loss: 0.0311542 | Time: 2024.08 ms
[2020-12-18 14:55:46 main:581] : INFO : Epoch 1787 | loss: 0.0311003 | val_loss: 0.0311532 | Time: 2007 ms
[2020-12-18 14:55:48 main:581] : INFO : Epoch 1788 | loss: 0.0311004 | val_loss: 0.0311615 | Time: 2018.58 ms
[2020-12-18 14:55:50 main:581] : INFO : Epoch 1789 | loss: 0.0311072 | val_loss: 0.031153 | Time: 2009.86 ms
[2020-12-18 14:55:52 main:581] : INFO : Epoch 1790 | loss: 0.0311018 | val_loss: 0.0311525 | Time: 2010.42 ms
[2020-12-18 14:55:54 main:581] : INFO : Epoch 1791 | loss: 0.0310982 | val_loss: 0.0311574 | Time: 2017.61 ms
[2020-12-18 14:55:56 main:581] : INFO : Epoch 1792 | loss: 0.0310977 | val_loss: 0.0311567 | Time: 2017 ms
[2020-12-18 14:55:58 main:581] : INFO : Epoch 1793 | loss: 0.0310993 | val_loss: 0.0311543 | Time: 2015.62 ms
[2020-12-18 14:56:00 main:581] : INFO : Epoch 1794 | loss: 0.0310984 | val_loss: 0.0311581 | Time: 1921.12 ms
[2020-12-18 14:56:02 main:581] : INFO : Epoch 1795 | loss: 0.0310977 | val_loss: 0.0311545 | Time: 2012.95 ms
[2020-12-18 14:56:04 main:581] : INFO : Epoch 1796 | loss: 0.0310989 | val_loss: 0.0311603 | Time: 2015.23 ms
[2020-12-18 14:56:06 main:581] : INFO : Epoch 1797 | loss: 0.0310986 | val_loss: 0.0311541 | Time: 2014.25 ms
[2020-12-18 14:56:08 main:581] : INFO : Epoch 1798 | loss: 0.0310975 | val_loss: 0.0311586 | Time: 2014.37 ms
[2020-12-18 14:56:10 main:581] : INFO : Epoch 1799 | loss: 0.0310991 | val_loss: 0.0311551 | Time: 2013.01 ms
[2020-12-18 14:56:12 main:581] : INFO : Epoch 1800 | loss: 0.0310964 | val_loss: 0.0311581 | Time: 2008.19 ms
[2020-12-18 14:56:14 main:581] : INFO : Epoch 1801 | loss: 0.0310954 | val_loss: 0.0311599 | Time: 2010.13 ms
[2020-12-18 14:56:16 main:581] : INFO : Epoch 1802 | loss: 0.0311037 | val_loss: 0.03116 | Time: 2008.18 ms
[2020-12-18 14:56:18 main:581] : INFO : Epoch 1803 | loss: 0.0311058 | val_loss: 0.0311535 | Time: 2008.01 ms
[2020-12-18 14:56:20 main:581] : INFO : Epoch 1804 | loss: 0.0310957 | val_loss: 0.0311584 | Time: 2013.82 ms
[2020-12-18 14:56:22 main:581] : INFO : Epoch 1805 | loss: 0.031102 | val_loss: 0.0311646 | Time: 2002.85 ms
[2020-12-18 14:56:24 main:581] : INFO : Epoch 1806 | loss: 0.0310982 | val_loss: 0.0311555 | Time: 2012.51 ms
[2020-12-18 14:56:26 main:581] : INFO : Epoch 1807 | loss: 0.0310961 | val_loss: 0.0311597 | Time: 2021.87 ms
[2020-12-18 14:56:28 main:581] : INFO : Epoch 1808 | loss: 0.0310944 | val_loss: 0.0311615 | Time: 2019.18 ms
[2020-12-18 14:56:30 main:581] : INFO : Epoch 1809 | loss: 0.0310956 | val_loss: 0.0311585 | Time: 2026.32 ms
[2020-12-18 14:56:32 main:581] : INFO : Epoch 1810 | loss: 0.0310973 | val_loss: 0.0311605 | Time: 2021.85 ms
[2020-12-18 14:56:34 main:581] : INFO : Epoch 1811 | loss: 0.0310932 | val_loss: 0.0311652 | Time: 1955.26 ms
[2020-12-18 14:56:36 main:581] : INFO : Epoch 1812 | loss: 0.0310926 | val_loss: 0.0311562 | Time: 1958.47 ms
[2020-12-18 14:56:38 main:581] : INFO : Epoch 1813 | loss: 0.0310957 | val_loss: 0.0311552 | Time: 2007.03 ms
[2020-12-18 14:56:40 main:581] : INFO : Epoch 1814 | loss: 0.0310927 | val_loss: 0.0311688 | Time: 2013.1 ms
[2020-12-18 14:56:42 main:581] : INFO : Epoch 1815 | loss: 0.0310924 | val_loss: 0.0311621 | Time: 2010.21 ms
[2020-12-18 14:56:44 main:581] : INFO : Epoch 1816 | loss: 0.0310921 | val_loss: 0.0311594 | Time: 2007.93 ms
[2020-12-18 14:56:46 main:581] : INFO : Epoch 1817 | loss: 0.0310939 | val_loss: 0.0311632 | Time: 2011.05 ms
[2020-12-18 14:56:48 main:581] : INFO : Epoch 1818 | loss: 0.0310939 | val_loss: 0.0311571 | Time: 2014.72 ms
[2020-12-18 14:56:50 main:581] : INFO : Epoch 1819 | loss: 0.0310912 | val_loss: 0.0311549 | Time: 2014.05 ms
[2020-12-18 14:56:52 main:581] : INFO : Epoch 1820 | loss: 0.0310904 | val_loss: 0.0311626 | Time: 2017.61 ms
[2020-12-18 14:56:54 main:581] : INFO : Epoch 1821 | loss: 0.0310897 | val_loss: 0.0311624 | Time: 1992.27 ms
[2020-12-18 14:56:56 main:581] : INFO : Epoch 1822 | loss: 0.031089 | val_loss: 0.0311569 | Time: 2015.46 ms
[2020-12-18 14:56:58 main:581] : INFO : Epoch 1823 | loss: 0.031087 | val_loss: 0.0311657 | Time: 2013.72 ms
[2020-12-18 14:57:00 main:581] : INFO : Epoch 1824 | loss: 0.0310879 | val_loss: 0.031162 | Time: 2018.88 ms
[2020-12-18 14:57:02 main:581] : INFO : Epoch 1825 | loss: 0.0310896 | val_loss: 0.0311593 | Time: 2024.25 ms
[2020-12-18 14:57:04 main:581] : INFO : Epoch 1826 | loss: 0.0310891 | val_loss: 0.0311575 | Time: 2020.64 ms
[2020-12-18 14:57:06 main:581] : INFO : Epoch 1827 | loss: 0.0310929 | val_loss: 0.0311727 | Time: 2019.6 ms
[2020-12-18 14:57:08 main:581] : INFO : Epoch 1828 | loss: 0.0311062 | val_loss: 0.0311567 | Time: 2018.75 ms
[2020-12-18 14:57:10 main:581] : INFO : Epoch 1829 | loss: 0.0311301 | val_loss: 0.0311529 | Time: 2022.76 ms
[2020-12-18 14:57:12 main:581] : INFO : Epoch 1830 | loss: 0.031117 | val_loss: 0.0311557 | Time: 2015.54 ms
[2020-12-18 14:57:14 main:581] : INFO : Epoch 1831 | loss: 0.0311081 | val_loss: 0.0311503 | Time: 2022.63 ms
[2020-12-18 14:57:16 main:581] : INFO : Epoch 1832 | loss: 0.0311032 | val_loss: 0.031149 | Time: 2016.66 ms
[2020-12-18 14:57:18 main:581] : INFO : Epoch 1833 | loss: 0.0310997 | val_loss: 0.0311518 | Time: 2013.65 ms
[2020-12-18 14:57:20 main:581] : INFO : Epoch 1834 | loss: 0.0311012 | val_loss: 0.0311617 | Time: 2015.57 ms
[2020-12-18 14:57:22 main:581] : INFO : Epoch 1835 | loss: 0.0310973 | val_loss: 0.0311542 | Time: 2013.23 ms
[2020-12-18 14:57:24 main:581] : INFO : Epoch 1836 | loss: 0.0310971 | val_loss: 0.0311515 | Time: 2010.35 ms
[2020-12-18 14:57:26 main:581] : INFO : Epoch 1837 | loss: 0.0310937 | val_loss: 0.0311521 | Time: 2012.94 ms
[2020-12-18 14:57:28 main:581] : INFO : Epoch 1838 | loss: 0.0310952 | val_loss: 0.0311507 | Time: 2010.71 ms
[2020-12-18 14:57:30 main:581] : INFO : Epoch 1839 | loss: 0.0310958 | val_loss: 0.0311556 | Time: 2013.01 ms
[2020-12-18 14:57:32 main:581] : INFO : Epoch 1840 | loss: 0.0310914 | val_loss: 0.0311588 | Time: 2010.96 ms
[2020-12-18 14:57:34 main:581] : INFO : Epoch 1841 | loss: 0.0310913 | val_loss: 0.0311691 | Time: 2018.86 ms
[2020-12-18 14:57:36 main:581] : INFO : Epoch 1842 | loss: 0.0310906 | val_loss: 0.0311696 | Time: 2017.82 ms
[2020-12-18 14:57:38 main:581] : INFO : Epoch 1843 | loss: 0.0310902 | val_loss: 0.0311637 | Time: 2010.63 ms
[2020-12-18 14:57:40 main:581] : INFO : Epoch 1844 | loss: 0.0310891 | val_loss: 0.0311538 | Time: 2023.61 ms
[2020-12-18 14:57:42 main:581] : INFO : Epoch 1845 | loss: 0.0310892 | val_loss: 0.0311551 | Time: 2017.83 ms
[2020-12-18 14:57:44 main:581] : INFO : Epoch 1846 | loss: 0.0310877 | val_loss: 0.0311563 | Time: 2017.85 ms
[2020-12-18 14:57:46 main:581] : INFO : Epoch 1847 | loss: 0.0310882 | val_loss: 0.0311637 | Time: 2003.85 ms
[2020-12-18 14:57:48 main:581] : INFO : Epoch 1848 | loss: 0.031091 | val_loss: 0.0311611 | Time: 2019.51 ms
[2020-12-18 14:57:50 main:581] : INFO : Epoch 1849 | loss: 0.031085 | val_loss: 0.0311615 | Time: 2007.31 ms
[2020-12-18 14:57:53 main:581] : INFO : Epoch 1850 | loss: 0.0310851 | val_loss: 0.0311717 | Time: 2022.68 ms
[2020-12-18 14:57:55 main:581] : INFO : Epoch 1851 | loss: 0.031087 | val_loss: 0.0311602 | Time: 2018.71 ms
[2020-12-18 14:57:57 main:581] : INFO : Epoch 1852 | loss: 0.0310854 | val_loss: 0.0311646 | Time: 2017.43 ms
[2020-12-18 14:57:59 main:581] : INFO : Epoch 1853 | loss: 0.0310828 | val_loss: 0.0311597 | Time: 2016.58 ms
[2020-12-18 14:58:01 main:581] : INFO : Epoch 1854 | loss: 0.0310843 | val_loss: 0.0311671 | Time: 2000.09 ms
[2020-12-18 14:58:03 main:581] : INFO : Epoch 1855 | loss: 0.031084 | val_loss: 0.0311731 | Time: 2000.48 ms
[2020-12-18 14:58:05 main:581] : INFO : Epoch 1856 | loss: 0.0310838 | val_loss: 0.0311668 | Time: 1998.86 ms
[2020-12-18 14:58:07 main:581] : INFO : Epoch 1857 | loss: 0.0311089 | val_loss: 0.0311526 | Time: 2009.79 ms
[2020-12-18 14:58:09 main:581] : INFO : Epoch 1858 | loss: 0.0311138 | val_loss: 0.0311584 | Time: 2000.89 ms
[2020-12-18 14:58:11 main:581] : INFO : Epoch 1859 | loss: 0.0311036 | val_loss: 0.0311555 | Time: 2013.14 ms
[2020-12-18 14:58:13 main:581] : INFO : Epoch 1860 | loss: 0.0310992 | val_loss: 0.0311624 | Time: 2011.88 ms
[2020-12-18 14:58:15 main:581] : INFO : Epoch 1861 | loss: 0.031096 | val_loss: 0.0311627 | Time: 2021.72 ms
[2020-12-18 14:58:17 main:581] : INFO : Epoch 1862 | loss: 0.0310941 | val_loss: 0.031158 | Time: 2017.28 ms
[2020-12-18 14:58:19 main:581] : INFO : Epoch 1863 | loss: 0.0310923 | val_loss: 0.0311606 | Time: 1991.29 ms
[2020-12-18 14:58:21 main:581] : INFO : Epoch 1864 | loss: 0.0310929 | val_loss: 0.0311552 | Time: 2021.24 ms
[2020-12-18 14:58:23 main:581] : INFO : Epoch 1865 | loss: 0.0310899 | val_loss: 0.0311549 | Time: 2017.82 ms
[2020-12-18 14:58:25 main:581] : INFO : Epoch 1866 | loss: 0.0310916 | val_loss: 0.0311606 | Time: 2014.86 ms
[2020-12-18 14:58:27 main:581] : INFO : Epoch 1867 | loss: 0.0310927 | val_loss: 0.0311607 | Time: 2021.21 ms
[2020-12-18 14:58:29 main:581] : INFO : Epoch 1868 | loss: 0.0310897 | val_loss: 0.0311564 | Time: 2013.41 ms
[2020-12-18 14:58:31 main:581] : INFO : Epoch 1869 | loss: 0.0310886 | val_loss: 0.0311597 | Time: 2012.06 ms
[2020-12-18 14:58:33 main:581] : INFO : Epoch 1870 | loss: 0.0310902 | val_loss: 0.0311579 | Time: 1962.41 ms
[2020-12-18 14:58:35 main:581] : INFO : Epoch 1871 | loss: 0.0310926 | val_loss: 0.0311629 | Time: 2023.13 ms
[2020-12-18 14:58:37 main:581] : INFO : Epoch 1872 | loss: 0.0310913 | val_loss: 0.0311592 | Time: 2022.34 ms
[2020-12-18 14:58:39 main:581] : INFO : Epoch 1873 | loss: 0.0310892 | val_loss: 0.0311565 | Time: 2021.14 ms
[2020-12-18 14:58:41 main:581] : INFO : Epoch 1874 | loss: 0.031085 | val_loss: 0.0311576 | Time: 2013.98 ms
[2020-12-18 14:58:43 main:581] : INFO : Epoch 1875 | loss: 0.0310878 | val_loss: 0.0311599 | Time: 2021.37 ms
[2020-12-18 14:58:45 main:581] : INFO : Epoch 1876 | loss: 0.0310837 | val_loss: 0.0311617 | Time: 2015.98 ms
[2020-12-18 14:58:47 main:581] : INFO : Epoch 1877 | loss: 0.031082 | val_loss: 0.031161 | Time: 2022.48 ms
[2020-12-18 14:58:49 main:581] : INFO : Epoch 1878 | loss: 0.0310811 | val_loss: 0.0311595 | Time: 2014.47 ms
[2020-12-18 14:58:51 main:581] : INFO : Epoch 1879 | loss: 0.0310818 | val_loss: 0.0311643 | Time: 2013.01 ms
[2020-12-18 14:58:53 main:581] : INFO : Epoch 1880 | loss: 0.03108 | val_loss: 0.0311596 | Time: 2004.93 ms
[2020-12-18 14:58:55 main:581] : INFO : Epoch 1881 | loss: 0.0310809 | val_loss: 0.0311602 | Time: 2009.94 ms
[2020-12-18 14:58:57 main:581] : INFO : Epoch 1882 | loss: 0.031079 | val_loss: 0.0311741 | Time: 2014.42 ms
[2020-12-18 14:58:59 main:581] : INFO : Epoch 1883 | loss: 0.0310825 | val_loss: 0.0311633 | Time: 2025.78 ms
[2020-12-18 14:59:01 main:581] : INFO : Epoch 1884 | loss: 0.0310862 | val_loss: 0.0311675 | Time: 2017.67 ms
[2020-12-18 14:59:03 main:581] : INFO : Epoch 1885 | loss: 0.0310864 | val_loss: 0.0311626 | Time: 2011.46 ms
[2020-12-18 14:59:05 main:581] : INFO : Epoch 1886 | loss: 0.0310872 | val_loss: 0.0311632 | Time: 2020.25 ms
[2020-12-18 14:59:07 main:581] : INFO : Epoch 1887 | loss: 0.0310888 | val_loss: 0.0311596 | Time: 2027.59 ms
[2020-12-18 14:59:09 main:581] : INFO : Epoch 1888 | loss: 0.0310799 | val_loss: 0.0311575 | Time: 2021.75 ms
[2020-12-18 14:59:11 main:581] : INFO : Epoch 1889 | loss: 0.0310821 | val_loss: 0.0311644 | Time: 2025.92 ms
[2020-12-18 14:59:13 main:581] : INFO : Epoch 1890 | loss: 0.0310846 | val_loss: 0.0311598 | Time: 2023.05 ms
[2020-12-18 14:59:15 main:581] : INFO : Epoch 1891 | loss: 0.031083 | val_loss: 0.0311668 | Time: 2020.66 ms
[2020-12-18 14:59:17 main:581] : INFO : Epoch 1892 | loss: 0.0310819 | val_loss: 0.0311627 | Time: 2023.97 ms
[2020-12-18 14:59:19 main:581] : INFO : Epoch 1893 | loss: 0.0310821 | val_loss: 0.0311575 | Time: 2015.29 ms
[2020-12-18 14:59:21 main:581] : INFO : Epoch 1894 | loss: 0.0310798 | val_loss: 0.0311566 | Time: 2012.15 ms
[2020-12-18 14:59:23 main:581] : INFO : Epoch 1895 | loss: 0.0310823 | val_loss: 0.03116 | Time: 1990.7 ms
[2020-12-18 14:59:25 main:581] : INFO : Epoch 1896 | loss: 0.0310848 | val_loss: 0.0311628 | Time: 1791.49 ms
[2020-12-18 14:59:27 main:581] : INFO : Epoch 1897 | loss: 0.0310903 | val_loss: 0.0311592 | Time: 1931.08 ms
[2020-12-18 14:59:29 main:581] : INFO : Epoch 1898 | loss: 0.0310904 | val_loss: 0.0311581 | Time: 2012.33 ms
[2020-12-18 14:59:31 main:581] : INFO : Epoch 1899 | loss: 0.0310854 | val_loss: 0.0311566 | Time: 2003.15 ms
[2020-12-18 14:59:33 main:581] : INFO : Epoch 1900 | loss: 0.0310834 | val_loss: 0.0311522 | Time: 2009.59 ms
[2020-12-18 14:59:35 main:581] : INFO : Epoch 1901 | loss: 0.0310809 | val_loss: 0.0311617 | Time: 2010.66 ms
[2020-12-18 14:59:37 main:581] : INFO : Epoch 1902 | loss: 0.0310857 | val_loss: 0.0311584 | Time: 2009.69 ms
[2020-12-18 14:59:39 main:581] : INFO : Epoch 1903 | loss: 0.0310817 | val_loss: 0.0311562 | Time: 2004.55 ms
[2020-12-18 14:59:41 main:581] : INFO : Epoch 1904 | loss: 0.0310816 | val_loss: 0.0311713 | Time: 1953.6 ms
[2020-12-18 14:59:43 main:581] : INFO : Epoch 1905 | loss: 0.0310775 | val_loss: 0.0311653 | Time: 1745.94 ms
[2020-12-18 14:59:45 main:581] : INFO : Epoch 1906 | loss: 0.0310774 | val_loss: 0.0311631 | Time: 1934.37 ms
[2020-12-18 14:59:46 main:581] : INFO : Epoch 1907 | loss: 0.0310804 | val_loss: 0.0311623 | Time: 1933.72 ms
[2020-12-18 14:59:48 main:581] : INFO : Epoch 1908 | loss: 0.0310978 | val_loss: 0.0311662 | Time: 1940.75 ms
[2020-12-18 14:59:50 main:581] : INFO : Epoch 1909 | loss: 0.0311002 | val_loss: 0.0311533 | Time: 1955.7 ms
[2020-12-18 14:59:52 main:581] : INFO : Epoch 1910 | loss: 0.0310926 | val_loss: 0.0311598 | Time: 1937.07 ms
[2020-12-18 14:59:54 main:581] : INFO : Epoch 1911 | loss: 0.0310862 | val_loss: 0.0311626 | Time: 2009.65 ms
[2020-12-18 14:59:56 main:581] : INFO : Epoch 1912 | loss: 0.0310847 | val_loss: 0.0311618 | Time: 2008.83 ms
[2020-12-18 14:59:58 main:581] : INFO : Epoch 1913 | loss: 0.0310799 | val_loss: 0.0311622 | Time: 2017.92 ms
[2020-12-18 15:00:00 main:581] : INFO : Epoch 1914 | loss: 0.0310783 | val_loss: 0.0311609 | Time: 2009.46 ms
[2020-12-18 15:00:02 main:581] : INFO : Epoch 1915 | loss: 0.0310826 | val_loss: 0.0311575 | Time: 2012.23 ms
[2020-12-18 15:00:04 main:581] : INFO : Epoch 1916 | loss: 0.0310805 | val_loss: 0.0311647 | Time: 2013.43 ms
[2020-12-18 15:00:06 main:581] : INFO : Epoch 1917 | loss: 0.031085 | val_loss: 0.0311722 | Time: 2016.35 ms
[2020-12-18 15:00:08 main:581] : INFO : Epoch 1918 | loss: 0.0310887 | val_loss: 0.0311627 | Time: 1734.52 ms
[2020-12-18 15:00:10 main:581] : INFO : Epoch 1919 | loss: 0.031098 | val_loss: 0.0311602 | Time: 1892.69 ms
[2020-12-18 15:00:12 main:581] : INFO : Epoch 1920 | loss: 0.0310923 | val_loss: 0.0311654 | Time: 2016.72 ms
[2020-12-18 15:00:14 main:581] : INFO : Epoch 1921 | loss: 0.0310842 | val_loss: 0.031161 | Time: 2009.13 ms
[2020-12-18 15:00:16 main:581] : INFO : Epoch 1922 | loss: 0.0310831 | val_loss: 0.0311571 | Time: 2022.26 ms
[2020-12-18 15:00:18 main:581] : INFO : Epoch 1923 | loss: 0.031079 | val_loss: 0.0311563 | Time: 2015.61 ms
[2020-12-18 15:00:20 main:581] : INFO : Epoch 1924 | loss: 0.0310798 | val_loss: 0.0311656 | Time: 2014.72 ms
[2020-12-18 15:00:22 main:581] : INFO : Epoch 1925 | loss: 0.0310772 | val_loss: 0.0311665 | Time: 1951.34 ms
[2020-12-18 15:00:24 main:581] : INFO : Epoch 1926 | loss: 0.0310779 | val_loss: 0.0311701 | Time: 1956.28 ms
[2020-12-18 15:00:26 main:581] : INFO : Epoch 1927 | loss: 0.0310867 | val_loss: 0.0311575 | Time: 2018.43 ms
[2020-12-18 15:00:28 main:581] : INFO : Epoch 1928 | loss: 0.0310886 | val_loss: 0.0311669 | Time: 2011.06 ms
[2020-12-18 15:00:30 main:581] : INFO : Epoch 1929 | loss: 0.0310857 | val_loss: 0.0311613 | Time: 2005.45 ms
[2020-12-18 15:00:32 main:581] : INFO : Epoch 1930 | loss: 0.0310851 | val_loss: 0.0311641 | Time: 2018.72 ms
[2020-12-18 15:00:34 main:581] : INFO : Epoch 1931 | loss: 0.031082 | val_loss: 0.0311614 | Time: 2020.07 ms
[2020-12-18 15:00:36 main:581] : INFO : Epoch 1932 | loss: 0.0310816 | val_loss: 0.0311586 | Time: 2011.94 ms
[2020-12-18 15:00:38 main:581] : INFO : Epoch 1933 | loss: 0.0310787 | val_loss: 0.031164 | Time: 2013.71 ms
[2020-12-18 15:00:40 main:581] : INFO : Epoch 1934 | loss: 0.0310776 | val_loss: 0.0311677 | Time: 2023.31 ms
[2020-12-18 15:00:42 main:581] : INFO : Epoch 1935 | loss: 0.0310748 | val_loss: 0.0311639 | Time: 2014.03 ms
[2020-12-18 15:00:44 main:581] : INFO : Epoch 1936 | loss: 0.0310722 | val_loss: 0.0311752 | Time: 2010.09 ms
[2020-12-18 15:00:46 main:581] : INFO : Epoch 1937 | loss: 0.0310755 | val_loss: 0.0311617 | Time: 2008.26 ms
[2020-12-18 15:00:48 main:581] : INFO : Epoch 1938 | loss: 0.0310732 | val_loss: 0.0311678 | Time: 1954.62 ms
[2020-12-18 15:00:50 main:581] : INFO : Epoch 1939 | loss: 0.0310728 | val_loss: 0.0311651 | Time: 2005.36 ms
[2020-12-18 15:00:52 main:581] : INFO : Epoch 1940 | loss: 0.0310743 | val_loss: 0.0311738 | Time: 2014.13 ms
[2020-12-18 15:00:54 main:581] : INFO : Epoch 1941 | loss: 0.0310777 | val_loss: 0.0311663 | Time: 2018.88 ms
[2020-12-18 15:00:56 main:581] : INFO : Epoch 1942 | loss: 0.0310797 | val_loss: 0.0311678 | Time: 1999.2 ms
[2020-12-18 15:00:58 main:581] : INFO : Epoch 1943 | loss: 0.0310771 | val_loss: 0.0311685 | Time: 1942.27 ms
[2020-12-18 15:01:00 main:581] : INFO : Epoch 1944 | loss: 0.0310749 | val_loss: 0.0311664 | Time: 1852.19 ms
[2020-12-18 15:01:02 main:581] : INFO : Epoch 1945 | loss: 0.0310762 | val_loss: 0.0311599 | Time: 1970.2 ms
[2020-12-18 15:01:04 main:581] : INFO : Epoch 1946 | loss: 0.0310848 | val_loss: 0.0311624 | Time: 1983.43 ms
[2020-12-18 15:01:06 main:581] : INFO : Epoch 1947 | loss: 0.0310772 | val_loss: 0.0311719 | Time: 1984.78 ms
[2020-12-18 15:01:08 main:581] : INFO : Epoch 1948 | loss: 0.0310741 | val_loss: 0.0311652 | Time: 2000.73 ms
[2020-12-18 15:01:10 main:581] : INFO : Epoch 1949 | loss: 0.0310735 | val_loss: 0.0311629 | Time: 1991.43 ms
[2020-12-18 15:01:12 main:581] : INFO : Epoch 1950 | loss: 0.0310751 | val_loss: 0.031169 | Time: 1915.27 ms
[2020-12-18 15:01:14 main:581] : INFO : Epoch 1951 | loss: 0.0310784 | val_loss: 0.0311715 | Time: 1926.76 ms
[2020-12-18 15:01:16 main:581] : INFO : Epoch 1952 | loss: 0.0310777 | val_loss: 0.0311648 | Time: 1917.51 ms
[2020-12-18 15:01:18 main:581] : INFO : Epoch 1953 | loss: 0.0310769 | val_loss: 0.0311775 | Time: 1978.09 ms
[2020-12-18 15:01:20 main:581] : INFO : Epoch 1954 | loss: 0.0310744 | val_loss: 0.031171 | Time: 1894.56 ms
[2020-12-18 15:01:21 main:581] : INFO : Epoch 1955 | loss: 0.0310727 | val_loss: 0.0311753 | Time: 1894.92 ms
[2020-12-18 15:01:23 main:581] : INFO : Epoch 1956 | loss: 0.0310769 | val_loss: 0.0311654 | Time: 1935.98 ms
[2020-12-18 15:01:25 main:581] : INFO : Epoch 1957 | loss: 0.0310747 | val_loss: 0.0311725 | Time: 2003.46 ms
[2020-12-18 15:01:27 main:581] : INFO : Epoch 1958 | loss: 0.0310749 | val_loss: 0.03117 | Time: 2005.35 ms
[2020-12-18 15:01:29 main:581] : INFO : Epoch 1959 | loss: 0.0310792 | val_loss: 0.0311749 | Time: 2005.49 ms
[2020-12-18 15:01:31 main:581] : INFO : Epoch 1960 | loss: 0.0310742 | val_loss: 0.0311729 | Time: 2003.56 ms
[2020-12-18 15:01:33 main:581] : INFO : Epoch 1961 | loss: 0.0310729 | val_loss: 0.0311708 | Time: 2004.97 ms
[2020-12-18 15:01:35 main:581] : INFO : Epoch 1962 | loss: 0.0310739 | val_loss: 0.0311652 | Time: 2004.02 ms
[2020-12-18 15:01:37 main:581] : INFO : Epoch 1963 | loss: 0.0310743 | val_loss: 0.0311697 | Time: 2005.82 ms
[2020-12-18 15:01:39 main:581] : INFO : Epoch 1964 | loss: 0.0310751 | val_loss: 0.0311784 | Time: 1934.28 ms
[2020-12-18 15:01:41 main:581] : INFO : Epoch 1965 | loss: 0.0310785 | val_loss: 0.0311634 | Time: 1891.83 ms
[2020-12-18 15:01:43 main:581] : INFO : Epoch 1966 | loss: 0.0310751 | val_loss: 0.0311736 | Time: 1893.98 ms
[2020-12-18 15:01:45 main:581] : INFO : Epoch 1967 | loss: 0.0310751 | val_loss: 0.0311807 | Time: 1941.18 ms
[2020-12-18 15:01:47 main:581] : INFO : Epoch 1968 | loss: 0.0310742 | val_loss: 0.031178 | Time: 2003.4 ms
[2020-12-18 15:01:49 main:581] : INFO : Epoch 1969 | loss: 0.0310762 | val_loss: 0.0311728 | Time: 2005.26 ms
[2020-12-18 15:01:51 main:581] : INFO : Epoch 1970 | loss: 0.0310739 | val_loss: 0.031176 | Time: 2005.73 ms
[2020-12-18 15:01:53 main:581] : INFO : Epoch 1971 | loss: 0.0310756 | val_loss: 0.0311718 | Time: 2003.72 ms
[2020-12-18 15:01:55 main:581] : INFO : Epoch 1972 | loss: 0.031072 | val_loss: 0.0311718 | Time: 1999.79 ms
[2020-12-18 15:01:57 main:581] : INFO : Epoch 1973 | loss: 0.0310752 | val_loss: 0.03116 | Time: 2004.91 ms
[2020-12-18 15:01:59 main:581] : INFO : Epoch 1974 | loss: 0.0310767 | val_loss: 0.0311628 | Time: 1999.08 ms
[2020-12-18 15:02:01 main:581] : INFO : Epoch 1975 | loss: 0.0310776 | val_loss: 0.0311631 | Time: 1998.89 ms
[2020-12-18 15:02:03 main:581] : INFO : Epoch 1976 | loss: 0.031084 | val_loss: 0.0311689 | Time: 2000.29 ms
[2020-12-18 15:02:05 main:581] : INFO : Epoch 1977 | loss: 0.0310808 | val_loss: 0.0311693 | Time: 2000.1 ms
[2020-12-18 15:02:07 main:581] : INFO : Epoch 1978 | loss: 0.03108 | val_loss: 0.0311629 | Time: 2003.17 ms
[2020-12-18 15:02:09 main:581] : INFO : Epoch 1979 | loss: 0.0310841 | val_loss: 0.0311681 | Time: 2004.91 ms
[2020-12-18 15:02:11 main:581] : INFO : Epoch 1980 | loss: 0.031078 | val_loss: 0.031182 | Time: 2010.27 ms
[2020-12-18 15:02:13 main:581] : INFO : Epoch 1981 | loss: 0.0310768 | val_loss: 0.0311751 | Time: 2009.07 ms
[2020-12-18 15:02:15 main:581] : INFO : Epoch 1982 | loss: 0.0310715 | val_loss: 0.0311702 | Time: 2008.39 ms
[2020-12-18 15:02:17 main:581] : INFO : Epoch 1983 | loss: 0.0310734 | val_loss: 0.031161 | Time: 2004.3 ms
[2020-12-18 15:02:19 main:581] : INFO : Epoch 1984 | loss: 0.0310747 | val_loss: 0.0311644 | Time: 2010.72 ms
[2020-12-18 15:02:21 main:581] : INFO : Epoch 1985 | loss: 0.0310697 | val_loss: 0.031163 | Time: 2004.87 ms
[2020-12-18 15:02:23 main:581] : INFO : Epoch 1986 | loss: 0.0310734 | val_loss: 0.0311723 | Time: 2009.09 ms
[2020-12-18 15:02:25 main:581] : INFO : Epoch 1987 | loss: 0.0310728 | val_loss: 0.0311744 | Time: 2001.62 ms
[2020-12-18 15:02:27 main:581] : INFO : Epoch 1988 | loss: 0.0310729 | val_loss: 0.0311703 | Time: 2004.14 ms
[2020-12-18 15:02:29 main:581] : INFO : Epoch 1989 | loss: 0.0310736 | val_loss: 0.0311702 | Time: 2000.39 ms
[2020-12-18 15:02:31 main:581] : INFO : Epoch 1990 | loss: 0.0310725 | val_loss: 0.0311741 | Time: 1992.6 ms
[2020-12-18 15:02:33 main:581] : INFO : Epoch 1991 | loss: 0.0310683 | val_loss: 0.0311809 | Time: 1998.94 ms
[2020-12-18 15:02:35 main:581] : INFO : Epoch 1992 | loss: 0.031067 | val_loss: 0.0311758 | Time: 1991.64 ms
[2020-12-18 15:02:37 main:581] : INFO : Epoch 1993 | loss: 0.0310651 | val_loss: 0.0311804 | Time: 1998.67 ms
[2020-12-18 15:02:39 main:581] : INFO : Epoch 1994 | loss: 0.0310646 | val_loss: 0.0311695 | Time: 1998.88 ms
[2020-12-18 15:02:41 main:581] : INFO : Epoch 1995 | loss: 0.0310706 | val_loss: 0.0311649 | Time: 2000.7 ms
[2020-12-18 15:02:43 main:581] : INFO : Epoch 1996 | loss: 0.0310696 | val_loss: 0.0311728 | Time: 1992.68 ms
[2020-12-18 15:02:45 main:581] : INFO : Epoch 1997 | loss: 0.0310686 | val_loss: 0.0311748 | Time: 1991.35 ms
[2020-12-18 15:02:47 main:581] : INFO : Epoch 1998 | loss: 0.031071 | val_loss: 0.0311688 | Time: 1993.41 ms
[2020-12-18 15:02:49 main:581] : INFO : Epoch 1999 | loss: 0.0310703 | val_loss: 0.031181 | Time: 1980.96 ms
[2020-12-18 15:02:51 main:581] : INFO : Epoch 2000 | loss: 0.03107 | val_loss: 0.0311808 | Time: 1992.88 ms
[2020-12-18 15:02:53 main:581] : INFO : Epoch 2001 | loss: 0.0310662 | val_loss: 0.0311752 | Time: 1997.19 ms
[2020-12-18 15:02:55 main:581] : INFO : Epoch 2002 | loss: 0.0310656 | val_loss: 0.0311798 | Time: 1990.08 ms
[2020-12-18 15:02:57 main:581] : INFO : Epoch 2003 | loss: 0.0310662 | val_loss: 0.0311715 | Time: 2002.13 ms
[2020-12-18 15:02:59 main:581] : INFO : Epoch 2004 | loss: 0.0310654 | val_loss: 0.0311711 | Time: 1992.93 ms
[2020-12-18 15:03:01 main:581] : INFO : Epoch 2005 | loss: 0.0310691 | val_loss: 0.0311773 | Time: 1997.97 ms
[2020-12-18 15:03:03 main:581] : INFO : Epoch 2006 | loss: 0.0310695 | val_loss: 0.0311853 | Time: 1997.6 ms
[2020-12-18 15:03:05 main:581] : INFO : Epoch 2007 | loss: 0.0310751 | val_loss: 0.0311722 | Time: 1998.06 ms
[2020-12-18 15:03:07 main:581] : INFO : Epoch 2008 | loss: 0.0310731 | val_loss: 0.0311724 | Time: 1995.16 ms
[2020-12-18 15:03:09 main:581] : INFO : Epoch 2009 | loss: 0.0310754 | val_loss: 0.0311675 | Time: 1990.07 ms
[2020-12-18 15:03:11 main:581] : INFO : Epoch 2010 | loss: 0.0310786 | val_loss: 0.0311757 | Time: 1993.65 ms
[2020-12-18 15:03:13 main:581] : INFO : Epoch 2011 | loss: 0.031071 | val_loss: 0.0311745 | Time: 1995.79 ms
[2020-12-18 15:03:15 main:581] : INFO : Epoch 2012 | loss: 0.0310676 | val_loss: 0.031175 | Time: 1989.51 ms
[2020-12-18 15:03:17 main:581] : INFO : Epoch 2013 | loss: 0.0310649 | val_loss: 0.0311748 | Time: 2001.73 ms
[2020-12-18 15:03:19 main:581] : INFO : Epoch 2014 | loss: 0.0310647 | val_loss: 0.0311694 | Time: 2000.91 ms
[2020-12-18 15:03:21 main:581] : INFO : Epoch 2015 | loss: 0.0310664 | val_loss: 0.0311733 | Time: 1993.1 ms
[2020-12-18 15:03:23 main:581] : INFO : Epoch 2016 | loss: 0.031067 | val_loss: 0.0311705 | Time: 1994.3 ms
[2020-12-18 15:03:25 main:581] : INFO : Epoch 2017 | loss: 0.0310855 | val_loss: 0.0311697 | Time: 1999.17 ms
[2020-12-18 15:03:27 main:581] : INFO : Epoch 2018 | loss: 0.0310787 | val_loss: 0.0311711 | Time: 1987.6 ms
[2020-12-18 15:03:29 main:581] : INFO : Epoch 2019 | loss: 0.031071 | val_loss: 0.0311714 | Time: 1990.85 ms
[2020-12-18 15:03:31 main:581] : INFO : Epoch 2020 | loss: 0.0310672 | val_loss: 0.031177 | Time: 1992.48 ms
[2020-12-18 15:03:33 main:581] : INFO : Epoch 2021 | loss: 0.0310669 | val_loss: 0.0311829 | Time: 2006.97 ms
[2020-12-18 15:03:35 main:581] : INFO : Epoch 2022 | loss: 0.031068 | val_loss: 0.0311775 | Time: 1993.31 ms
[2020-12-18 15:03:37 main:581] : INFO : Epoch 2023 | loss: 0.0310702 | val_loss: 0.0311774 | Time: 1999.39 ms
[2020-12-18 15:03:39 main:581] : INFO : Epoch 2024 | loss: 0.0310864 | val_loss: 0.0311656 | Time: 1990.67 ms
[2020-12-18 15:03:41 main:581] : INFO : Epoch 2025 | loss: 0.0310805 | val_loss: 0.0311655 | Time: 1998.7 ms
[2020-12-18 15:03:43 main:581] : INFO : Epoch 2026 | loss: 0.0310771 | val_loss: 0.031187 | Time: 1993.85 ms
[2020-12-18 15:03:45 main:581] : INFO : Epoch 2027 | loss: 0.0310727 | val_loss: 0.0311809 | Time: 1993.83 ms
[2020-12-18 15:03:47 main:581] : INFO : Epoch 2028 | loss: 0.0310723 | val_loss: 0.0311733 | Time: 1991.9 ms
[2020-12-18 15:03:49 main:581] : INFO : Epoch 2029 | loss: 0.0310664 | val_loss: 0.0311748 | Time: 1998.53 ms
[2020-12-18 15:03:51 main:581] : INFO : Epoch 2030 | loss: 0.0310656 | val_loss: 0.0311838 | Time: 1992.02 ms
[2020-12-18 15:03:53 main:581] : INFO : Epoch 2031 | loss: 0.0310664 | val_loss: 0.0311847 | Time: 2000.98 ms
[2020-12-18 15:03:55 main:581] : INFO : Epoch 2032 | loss: 0.0310768 | val_loss: 0.0311649 | Time: 1985.56 ms
[2020-12-18 15:03:57 main:581] : INFO : Epoch 2033 | loss: 0.0310815 | val_loss: 0.031172 | Time: 2001.87 ms
[2020-12-18 15:03:59 main:581] : INFO : Epoch 2034 | loss: 0.0310739 | val_loss: 0.0311703 | Time: 1991.84 ms
[2020-12-18 15:04:01 main:581] : INFO : Epoch 2035 | loss: 0.03107 | val_loss: 0.0311785 | Time: 2009.19 ms
[2020-12-18 15:04:03 main:581] : INFO : Epoch 2036 | loss: 0.031069 | val_loss: 0.0311744 | Time: 2002.47 ms
[2020-12-18 15:04:05 main:581] : INFO : Epoch 2037 | loss: 0.03107 | val_loss: 0.031182 | Time: 2005.08 ms
[2020-12-18 15:04:07 main:581] : INFO : Epoch 2038 | loss: 0.0310689 | val_loss: 0.0311777 | Time: 2002.56 ms
[2020-12-18 15:04:09 main:581] : INFO : Epoch 2039 | loss: 0.0310733 | val_loss: 0.0311744 | Time: 1997.25 ms
[2020-12-18 15:04:11 main:581] : INFO : Epoch 2040 | loss: 0.0310648 | val_loss: 0.031179 | Time: 2001.92 ms
[2020-12-18 15:04:13 main:581] : INFO : Epoch 2041 | loss: 0.0310689 | val_loss: 0.0311748 | Time: 2005.15 ms
[2020-12-18 15:04:15 main:581] : INFO : Epoch 2042 | loss: 0.0310639 | val_loss: 0.0311789 | Time: 1996.53 ms
[2020-12-18 15:04:17 main:581] : INFO : Epoch 2043 | loss: 0.0310677 | val_loss: 0.0311772 | Time: 2002.14 ms
[2020-12-18 15:04:19 main:581] : INFO : Epoch 2044 | loss: 0.0310675 | val_loss: 0.0311788 | Time: 1997.75 ms
[2020-12-18 15:04:21 main:581] : INFO : Epoch 2045 | loss: 0.0310615 | val_loss: 0.0311801 | Time: 2005.01 ms
[2020-12-18 15:04:23 main:581] : INFO : Epoch 2046 | loss: 0.0310617 | val_loss: 0.0311774 | Time: 2005.99 ms
[2020-12-18 15:04:25 main:581] : INFO : Epoch 2047 | loss: 0.0310625 | val_loss: 0.0311697 | Time: 1997.2 ms
[2020-12-18 15:04:27 main:581] : INFO : Epoch 2048 | loss: 0.0310642 | val_loss: 0.031169 | Time: 2005.29 ms
[2020-12-18 15:04:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031169
[2020-12-18 15:04:27 main:610] : INFO : Saving end state to config to file
[2020-12-18 15:04:27 main:615] : INFO : Success, exiting..
15:04:27 (2026389): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)