Task 5087346
| Name | ParityMachine-1619234552-4185-0_1 |
| Workunit | 3041416 |
| Created | 25 Apr 2021, 13:30:51 UTC |
| Sent | 25 Apr 2021, 15:25:28 UTC |
| Report deadline | 3 May 2021, 15:25:28 UTC |
| Received | 26 Apr 2021, 6:48:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9131 |
| Run time | 1 hours 10 min 36 sec |
| CPU time | 1 hours 7 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,136.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.51 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2011.91 ms
[2021-04-26 07:30:57 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2012.19 ms
[2021-04-26 07:30:59 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2015.83 ms
[2021-04-26 07:31:01 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2019.05 ms
[2021-04-26 07:31:03 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2009.59 ms
[2021-04-26 07:31:05 main:574] : INFO : Epoch 1547 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2017.19 ms
[2021-04-26 07:31:07 main:574] : INFO : Epoch 1548 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2008.44 ms
[2021-04-26 07:31:09 main:574] : INFO : Epoch 1549 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2015.01 ms
[2021-04-26 07:31:11 main:574] : INFO : Epoch 1550 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2013.03 ms
[2021-04-26 07:31:13 main:574] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2012.59 ms
[2021-04-26 07:31:15 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2013.87 ms
[2021-04-26 07:31:17 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2012.3 ms
[2021-04-26 07:31:19 main:574] : INFO : Epoch 1554 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2012.46 ms
[2021-04-26 07:31:21 main:574] : INFO : Epoch 1555 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2012.87 ms
[2021-04-26 07:31:23 main:574] : INFO : Epoch 1556 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2012.79 ms
[2021-04-26 07:31:25 main:574] : INFO : Epoch 1557 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2013.71 ms
[2021-04-26 07:31:28 main:574] : INFO : Epoch 1558 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2008.73 ms
[2021-04-26 07:31:30 main:574] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2014.02 ms
[2021-04-26 07:31:32 main:574] : INFO : Epoch 1560 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2014.87 ms
[2021-04-26 07:31:34 main:574] : INFO : Epoch 1561 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 2014.34 ms
[2021-04-26 07:31:36 main:574] : INFO : Epoch 1562 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2014.73 ms
[2021-04-26 07:31:38 main:574] : INFO : Epoch 1563 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2012.91 ms
[2021-04-26 07:31:40 main:574] : INFO : Epoch 1564 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2008.33 ms
[2021-04-26 07:31:42 main:574] : INFO : Epoch 1565 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2026.14 ms
[2021-04-26 07:31:44 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.031249 | Time: 2011.9 ms
[2021-04-26 07:31:46 main:574] : INFO : Epoch 1567 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2012.01 ms
[2021-04-26 07:31:48 main:574] : INFO : Epoch 1568 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2014.13 ms
[2021-04-26 07:31:50 main:574] : INFO : Epoch 1569 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2012.46 ms
[2021-04-26 07:31:52 main:574] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2012.06 ms
[2021-04-26 07:31:54 main:574] : INFO : Epoch 1571 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 2015.09 ms
[2021-04-26 07:31:56 main:574] : INFO : Epoch 1572 | loss: 0.0312488 | val_loss: 0.031249 | Time: 2015.76 ms
[2021-04-26 07:31:59 main:574] : INFO : Epoch 1573 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2011.83 ms
[2021-04-26 07:32:01 main:574] : INFO : Epoch 1574 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 2010.86 ms
[2021-04-26 07:32:03 main:574] : INFO : Epoch 1575 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2012 ms
[2021-04-26 07:32:05 main:574] : INFO : Epoch 1576 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2015.03 ms
[2021-04-26 07:32:07 main:574] : INFO : Epoch 1577 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2014.35 ms
[2021-04-26 07:32:09 main:574] : INFO : Epoch 1578 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2008.05 ms
[2021-04-26 07:32:11 main:574] : INFO : Epoch 1579 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2011.92 ms
[2021-04-26 07:32:13 main:574] : INFO : Epoch 1580 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2012.49 ms
[2021-04-26 07:32:15 main:574] : INFO : Epoch 1581 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 2015.87 ms
[2021-04-26 07:32:17 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2010.86 ms
[2021-04-26 07:32:19 main:574] : INFO : Epoch 1583 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2014.92 ms
[2021-04-26 07:32:21 main:574] : INFO : Epoch 1584 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2013.11 ms
[2021-04-26 07:32:23 main:574] : INFO : Epoch 1585 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 2014.28 ms
[2021-04-26 07:32:25 main:574] : INFO : Epoch 1586 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2013.77 ms
[2021-04-26 07:32:27 main:574] : INFO : Epoch 1587 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 2016.18 ms
[2021-04-26 07:32:29 main:574] : INFO : Epoch 1588 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2010.41 ms
[2021-04-26 07:32:32 main:574] : INFO : Epoch 1589 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 2015.28 ms
[2021-04-26 07:32:34 main:574] : INFO : Epoch 1590 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2008.36 ms
[2021-04-26 07:32:36 main:574] : INFO : Epoch 1591 | loss: 0.031246 | val_loss: 0.0312484 | Time: 2014.62 ms
[2021-04-26 07:32:38 main:574] : INFO : Epoch 1592 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2011.61 ms
[2021-04-26 07:32:40 main:574] : INFO : Epoch 1593 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2013.56 ms
[2021-04-26 07:32:42 main:574] : INFO : Epoch 1594 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 2023.8 ms
[2021-04-26 07:32:44 main:574] : INFO : Epoch 1595 | loss: 0.031244 | val_loss: 0.031243 | Time: 2012.52 ms
[2021-04-26 07:32:46 main:574] : INFO : Epoch 1596 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 2015.12 ms
[2021-04-26 07:32:48 main:574] : INFO : Epoch 1597 | loss: 0.031243 | val_loss: 0.0312431 | Time: 2014.25 ms
[2021-04-26 07:32:50 main:574] : INFO : Epoch 1598 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 2008.28 ms
[2021-04-26 07:32:52 main:574] : INFO : Epoch 1599 | loss: 0.0312413 | val_loss: 0.0312427 | Time: 2016.45 ms
[2021-04-26 07:32:54 main:574] : INFO : Epoch 1600 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 2012 ms
[2021-04-26 07:32:56 main:574] : INFO : Epoch 1601 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 2016.37 ms
[2021-04-26 07:32:58 main:574] : INFO : Epoch 1602 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 2013.11 ms
[2021-04-26 07:33:01 main:574] : INFO : Epoch 1603 | loss: 0.0312397 | val_loss: 0.0312445 | Time: 2008.49 ms
[2021-04-26 07:33:03 main:574] : INFO : Epoch 1604 | loss: 0.0312391 | val_loss: 0.0312389 | Time: 2010.95 ms
[2021-04-26 07:33:05 main:574] : INFO : Epoch 1605 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 2014.01 ms
[2021-04-26 07:33:07 main:574] : INFO : Epoch 1606 | loss: 0.0312368 | val_loss: 0.0312385 | Time: 2015.9 ms
[2021-04-26 07:33:09 main:574] : INFO : Epoch 1607 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 2011.85 ms
[2021-04-26 07:33:11 main:574] : INFO : Epoch 1608 | loss: 0.0312366 | val_loss: 0.0312384 | Time: 2010.04 ms
[2021-04-26 07:33:13 main:574] : INFO : Epoch 1609 | loss: 0.0312355 | val_loss: 0.0312409 | Time: 2019.43 ms
[2021-04-26 07:33:15 main:574] : INFO : Epoch 1610 | loss: 0.0312366 | val_loss: 0.0312338 | Time: 2008.44 ms
[2021-04-26 07:33:17 main:574] : INFO : Epoch 1611 | loss: 0.0312375 | val_loss: 0.0312334 | Time: 2013.02 ms
[2021-04-26 07:33:19 main:574] : INFO : Epoch 1612 | loss: 0.0312316 | val_loss: 0.0312357 | Time: 2019.16 ms
[2021-04-26 07:33:21 main:574] : INFO : Epoch 1613 | loss: 0.0312314 | val_loss: 0.0312315 | Time: 2015.12 ms
[2021-04-26 07:33:23 main:574] : INFO : Epoch 1614 | loss: 0.0312334 | val_loss: 0.0312311 | Time: 2014.21 ms
[2021-04-26 07:33:25 main:574] : INFO : Epoch 1615 | loss: 0.0312315 | val_loss: 0.0312313 | Time: 2010.61 ms
[2021-04-26 07:33:27 main:574] : INFO : Epoch 1616 | loss: 0.0312331 | val_loss: 0.0312308 | Time: 2013.16 ms
[2021-04-26 07:33:30 main:574] : INFO : Epoch 1617 | loss: 0.0312267 | val_loss: 0.0312276 | Time: 2014.77 ms
[2021-04-26 07:33:32 main:574] : INFO : Epoch 1618 | loss: 0.0312248 | val_loss: 0.0312285 | Time: 2008.34 ms
[2021-04-26 07:33:34 main:574] : INFO : Epoch 1619 | loss: 0.0312256 | val_loss: 0.0312254 | Time: 2010.56 ms
[2021-04-26 07:33:36 main:574] : INFO : Epoch 1620 | loss: 0.0312272 | val_loss: 0.0312273 | Time: 2011.79 ms
[2021-04-26 07:33:38 main:574] : INFO : Epoch 1621 | loss: 0.0312244 | val_loss: 0.0312246 | Time: 2010.39 ms
[2021-04-26 07:33:40 main:574] : INFO : Epoch 1622 | loss: 0.0312269 | val_loss: 0.031227 | Time: 2007.98 ms
[2021-04-26 07:33:42 main:574] : INFO : Epoch 1623 | loss: 0.0312215 | val_loss: 0.0312259 | Time: 2028.8 ms
[2021-04-26 07:33:44 main:574] : INFO : Epoch 1624 | loss: 0.03123 | val_loss: 0.0312233 | Time: 2012.61 ms
[2021-04-26 07:33:46 main:574] : INFO : Epoch 1625 | loss: 0.0312211 | val_loss: 0.0312261 | Time: 2012.39 ms
[2021-04-26 07:33:48 main:574] : INFO : Epoch 1626 | loss: 0.0312211 | val_loss: 0.03123 | Time: 2011.83 ms
[2021-04-26 07:33:50 main:574] : INFO : Epoch 1627 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 2010.38 ms
[2021-04-26 07:33:52 main:574] : INFO : Epoch 1628 | loss: 0.0312221 | val_loss: 0.0312222 | Time: 2014.38 ms
[2021-04-26 07:33:54 main:574] : INFO : Epoch 1629 | loss: 0.0312191 | val_loss: 0.0312195 | Time: 2014.67 ms
[2021-04-26 07:33:56 main:574] : INFO : Epoch 1630 | loss: 0.0312157 | val_loss: 0.0312175 | Time: 2009.69 ms
[2021-04-26 07:33:58 main:574] : INFO : Epoch 1631 | loss: 0.0312143 | val_loss: 0.0312203 | Time: 2016.56 ms
[2021-04-26 07:34:00 main:574] : INFO : Epoch 1632 | loss: 0.031215 | val_loss: 0.0312168 | Time: 2012.41 ms
[2021-04-26 07:34:03 main:574] : INFO : Epoch 1633 | loss: 0.0312137 | val_loss: 0.0312257 | Time: 2015.63 ms
[2021-04-26 07:34:05 main:574] : INFO : Epoch 1634 | loss: 0.0312146 | val_loss: 0.0312145 | Time: 2010.73 ms
[2021-04-26 07:34:07 main:574] : INFO : Epoch 1635 | loss: 0.031214 | val_loss: 0.0312148 | Time: 2012.48 ms
[2021-04-26 07:34:09 main:574] : INFO : Epoch 1636 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 2011.83 ms
[2021-04-26 07:34:11 main:574] : INFO : Epoch 1637 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 2011.91 ms
[2021-04-26 07:34:13 main:574] : INFO : Epoch 1638 | loss: 0.0312103 | val_loss: 0.031212 | Time: 2011.32 ms
[2021-04-26 07:34:15 main:574] : INFO : Epoch 1639 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 2014.97 ms
[2021-04-26 07:34:17 main:574] : INFO : Epoch 1640 | loss: 0.0312157 | val_loss: 0.0312411 | Time: 2010.18 ms
[2021-04-26 07:34:19 main:574] : INFO : Epoch 1641 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 2012.3 ms
[2021-04-26 07:34:21 main:574] : INFO : Epoch 1642 | loss: 0.0312129 | val_loss: 0.0312088 | Time: 2016.32 ms
[2021-04-26 07:34:23 main:574] : INFO : Epoch 1643 | loss: 0.0312101 | val_loss: 0.0312069 | Time: 2012.03 ms
[2021-04-26 07:34:25 main:574] : INFO : Epoch 1644 | loss: 0.0312077 | val_loss: 0.0312088 | Time: 2013.6 ms
[2021-04-26 07:34:27 main:574] : INFO : Epoch 1645 | loss: 0.031204 | val_loss: 0.0312081 | Time: 2007.43 ms
[2021-04-26 07:34:29 main:574] : INFO : Epoch 1646 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 2010.26 ms
[2021-04-26 07:34:31 main:574] : INFO : Epoch 1647 | loss: 0.031202 | val_loss: 0.0312078 | Time: 2013.7 ms
[2021-04-26 07:34:33 main:574] : INFO : Epoch 1648 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 2013.23 ms
[2021-04-26 07:34:36 main:574] : INFO : Epoch 1649 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 2009.37 ms
[2021-04-26 07:34:38 main:574] : INFO : Epoch 1650 | loss: 0.0312005 | val_loss: 0.0312008 | Time: 2013.75 ms
[2021-04-26 07:34:40 main:574] : INFO : Epoch 1651 | loss: 0.0312072 | val_loss: 0.0312119 | Time: 2010.28 ms
[2021-04-26 07:34:42 main:574] : INFO : Epoch 1652 | loss: 0.0312022 | val_loss: 0.0312063 | Time: 2019.24 ms
[2021-04-26 07:34:44 main:574] : INFO : Epoch 1653 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2012.97 ms
[2021-04-26 07:34:46 main:574] : INFO : Epoch 1654 | loss: 0.031197 | val_loss: 0.0312007 | Time: 2009.67 ms
[2021-04-26 07:34:48 main:574] : INFO : Epoch 1655 | loss: 0.0311992 | val_loss: 0.0311995 | Time: 2013.15 ms
[2021-04-26 07:34:50 main:574] : INFO : Epoch 1656 | loss: 0.0311977 | val_loss: 0.0311989 | Time: 2012.19 ms
[2021-04-26 07:34:52 main:574] : INFO : Epoch 1657 | loss: 0.0311933 | val_loss: 0.031196 | Time: 2016.15 ms
[2021-04-26 07:34:54 main:574] : INFO : Epoch 1658 | loss: 0.0311915 | val_loss: 0.0312015 | Time: 2013.56 ms
[2021-04-26 07:34:56 main:574] : INFO : Epoch 1659 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 2017.53 ms
[2021-04-26 07:34:58 main:574] : INFO : Epoch 1660 | loss: 0.031188 | val_loss: 0.0311927 | Time: 2012.85 ms
[2021-04-26 07:35:00 main:574] : INFO : Epoch 1661 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 2012.73 ms
[2021-04-26 07:35:02 main:574] : INFO : Epoch 1662 | loss: 0.0311871 | val_loss: 0.0311923 | Time: 2006.1 ms
[2021-04-26 07:35:04 main:574] : INFO : Epoch 1663 | loss: 0.0311885 | val_loss: 0.0311897 | Time: 2016.36 ms
[2021-04-26 07:35:07 main:574] : INFO : Epoch 1664 | loss: 0.0311841 | val_loss: 0.0311927 | Time: 2013.05 ms
[2021-04-26 07:35:09 main:574] : INFO : Epoch 1665 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 2011.88 ms
[2021-04-26 07:35:11 main:574] : INFO : Epoch 1666 | loss: 0.0311851 | val_loss: 0.0311963 | Time: 2009.85 ms
[2021-04-26 07:35:13 main:574] : INFO : Epoch 1667 | loss: 0.031188 | val_loss: 0.0311878 | Time: 2011.49 ms
[2021-04-26 07:35:15 main:574] : INFO : Epoch 1668 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 2006.33 ms
[2021-04-26 07:35:17 main:574] : INFO : Epoch 1669 | loss: 0.0311801 | val_loss: 0.0311927 | Time: 2011.03 ms
[2021-04-26 07:35:19 main:574] : INFO : Epoch 1670 | loss: 0.031187 | val_loss: 0.0311855 | Time: 2009.57 ms
[2021-04-26 07:35:21 main:574] : INFO : Epoch 1671 | loss: 0.0311791 | val_loss: 0.0311879 | Time: 2013.5 ms
[2021-04-26 07:35:23 main:574] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.031186 | Time: 2010.93 ms
[2021-04-26 07:35:25 main:574] : INFO : Epoch 1673 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2012.45 ms
[2021-04-26 07:35:27 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 2013.15 ms
[2021-04-26 07:35:29 main:574] : INFO : Epoch 1675 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2014.44 ms
[2021-04-26 07:35:31 main:574] : INFO : Epoch 1676 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 2016.11 ms
[2021-04-26 07:35:33 main:574] : INFO : Epoch 1677 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 2011.26 ms
[2021-04-26 07:35:35 main:574] : INFO : Epoch 1678 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 2011.53 ms
[2021-04-26 07:35:37 main:574] : INFO : Epoch 1679 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 2014.01 ms
[2021-04-26 07:35:39 main:574] : INFO : Epoch 1680 | loss: 0.0311738 | val_loss: 0.0311844 | Time: 2012.72 ms
[2021-04-26 07:35:42 main:574] : INFO : Epoch 1681 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 2025.05 ms
[2021-04-26 07:35:44 main:574] : INFO : Epoch 1682 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 2012.49 ms
[2021-04-26 07:35:46 main:574] : INFO : Epoch 1683 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 2012.97 ms
[2021-04-26 07:35:48 main:574] : INFO : Epoch 1684 | loss: 0.03117 | val_loss: 0.031179 | Time: 2017.5 ms
[2021-04-26 07:35:50 main:574] : INFO : Epoch 1685 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 2008.4 ms
[2021-04-26 07:35:52 main:574] : INFO : Epoch 1686 | loss: 0.0311683 | val_loss: 0.031176 | Time: 2009.91 ms
[2021-04-26 07:35:54 main:574] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2011.95 ms
[2021-04-26 07:35:56 main:574] : INFO : Epoch 1688 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 2012.17 ms
[2021-04-26 07:35:58 main:574] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 2016.09 ms
[2021-04-26 07:36:00 main:574] : INFO : Epoch 1690 | loss: 0.0311695 | val_loss: 0.0311967 | Time: 2012.09 ms
[2021-04-26 07:36:02 main:574] : INFO : Epoch 1691 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 2007.45 ms
[2021-04-26 07:36:04 main:574] : INFO : Epoch 1692 | loss: 0.0311651 | val_loss: 0.031176 | Time: 2011.38 ms
[2021-04-26 07:36:07 main:574] : INFO : Epoch 1693 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 2011.63 ms
[2021-04-26 07:36:09 main:574] : INFO : Epoch 1694 | loss: 0.0311686 | val_loss: 0.031192 | Time: 2012.47 ms
[2021-04-26 07:36:11 main:574] : INFO : Epoch 1695 | loss: 0.0311669 | val_loss: 0.0311827 | Time: 2013.03 ms
[2021-04-26 07:36:13 main:574] : INFO : Epoch 1696 | loss: 0.031175 | val_loss: 0.0311753 | Time: 2012.31 ms
[2021-04-26 07:36:15 main:574] : INFO : Epoch 1697 | loss: 0.031164 | val_loss: 0.0311746 | Time: 2013.15 ms
[2021-04-26 07:36:17 main:574] : INFO : Epoch 1698 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 2011.21 ms
[2021-04-26 07:36:19 main:574] : INFO : Epoch 1699 | loss: 0.0311683 | val_loss: 0.0311868 | Time: 2012.82 ms
[2021-04-26 07:36:21 main:574] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 2011.58 ms
[2021-04-26 07:36:23 main:574] : INFO : Epoch 1701 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 2011.49 ms
[2021-04-26 07:36:25 main:574] : INFO : Epoch 1702 | loss: 0.0311608 | val_loss: 0.031176 | Time: 2010.47 ms
[2021-04-26 07:36:27 main:574] : INFO : Epoch 1703 | loss: 0.0311598 | val_loss: 0.0311773 | Time: 2014.06 ms
[2021-04-26 07:36:29 main:574] : INFO : Epoch 1704 | loss: 0.0311668 | val_loss: 0.0311831 | Time: 2010.13 ms
[2021-04-26 07:36:31 main:574] : INFO : Epoch 1705 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 2014.43 ms
[2021-04-26 07:36:33 main:574] : INFO : Epoch 1706 | loss: 0.0311588 | val_loss: 0.0311798 | Time: 2008.13 ms
[2021-04-26 07:36:35 main:574] : INFO : Epoch 1707 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 2011.05 ms
[2021-04-26 07:36:38 main:574] : INFO : Epoch 1708 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 2012.24 ms
[2021-04-26 07:36:40 main:574] : INFO : Epoch 1709 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 2012.63 ms
[2021-04-26 07:36:42 main:574] : INFO : Epoch 1710 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 2021.62 ms
[2021-04-26 07:36:44 main:574] : INFO : Epoch 1711 | loss: 0.031158 | val_loss: 0.0311722 | Time: 2010.62 ms
[2021-04-26 07:36:46 main:574] : INFO : Epoch 1712 | loss: 0.03116 | val_loss: 0.0311733 | Time: 2013.57 ms
[2021-04-26 07:36:48 main:574] : INFO : Epoch 1713 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 2012.5 ms
[2021-04-26 07:36:50 main:574] : INFO : Epoch 1714 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 2010.54 ms
[2021-04-26 07:36:52 main:574] : INFO : Epoch 1715 | loss: 0.0311557 | val_loss: 0.0311711 | Time: 2011.57 ms
[2021-04-26 07:36:54 main:574] : INFO : Epoch 1716 | loss: 0.0311563 | val_loss: 0.0311752 | Time: 2008.82 ms
[2021-04-26 07:36:56 main:574] : INFO : Epoch 1717 | loss: 0.0311553 | val_loss: 0.031185 | Time: 2013.01 ms
[2021-04-26 07:36:58 main:574] : INFO : Epoch 1718 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 2011.68 ms
[2021-04-26 07:37:00 main:574] : INFO : Epoch 1719 | loss: 0.031154 | val_loss: 0.0311781 | Time: 2016.75 ms
[2021-04-26 07:37:02 main:574] : INFO : Epoch 1720 | loss: 0.0311538 | val_loss: 0.0311747 | Time: 2011.86 ms
[2021-04-26 07:37:04 main:574] : INFO : Epoch 1721 | loss: 0.0311516 | val_loss: 0.0311733 | Time: 2011.45 ms
[2021-04-26 07:37:07 main:574] : INFO : Epoch 1722 | loss: 0.0311511 | val_loss: 0.031182 | Time: 2011.83 ms
[2021-04-26 07:37:09 main:574] : INFO : Epoch 1723 | loss: 0.0311525 | val_loss: 0.0311781 | Time: 2013.19 ms
[2021-04-26 07:37:11 main:574] : INFO : Epoch 1724 | loss: 0.0311503 | val_loss: 0.031176 | Time: 2012.21 ms
[2021-04-26 07:37:13 main:574] : INFO : Epoch 1725 | loss: 0.0311496 | val_loss: 0.0311753 | Time: 2012.69 ms
[2021-04-26 07:37:15 main:574] : INFO : Epoch 1726 | loss: 0.0311491 | val_loss: 0.0311772 | Time: 2012.48 ms
[2021-04-26 07:37:17 main:574] : INFO : Epoch 1727 | loss: 0.0311484 | val_loss: 0.0311757 | Time: 2011.93 ms
[2021-04-26 07:37:19 main:574] : INFO : Epoch 1728 | loss: 0.0311483 | val_loss: 0.0311802 | Time: 2010.97 ms
[2021-04-26 07:37:21 main:574] : INFO : Epoch 1729 | loss: 0.0311486 | val_loss: 0.0311767 | Time: 2011.64 ms
[2021-04-26 07:37:23 main:574] : INFO : Epoch 1730 | loss: 0.0311496 | val_loss: 0.0311799 | Time: 2010.23 ms
[2021-04-26 07:37:25 main:574] : INFO : Epoch 1731 | loss: 0.0311522 | val_loss: 0.0311759 | Time: 2012.49 ms
[2021-04-26 07:37:27 main:574] : INFO : Epoch 1732 | loss: 0.0311527 | val_loss: 0.0311799 | Time: 2012.16 ms
[2021-04-26 07:37:29 main:574] : INFO : Epoch 1733 | loss: 0.0311481 | val_loss: 0.0311758 | Time: 2013.84 ms
[2021-04-26 07:37:31 main:574] : INFO : Epoch 1734 | loss: 0.0311487 | val_loss: 0.0311756 | Time: 2006.93 ms
[2021-04-26 07:37:33 main:574] : INFO : Epoch 1735 | loss: 0.0311483 | val_loss: 0.0311769 | Time: 2015.14 ms
[2021-04-26 07:37:35 main:574] : INFO : Epoch 1736 | loss: 0.0311523 | val_loss: 0.0311723 | Time: 2014.27 ms
[2021-04-26 07:37:37 main:574] : INFO : Epoch 1737 | loss: 0.0311543 | val_loss: 0.0311887 | Time: 2014.62 ms
[2021-04-26 07:37:40 main:574] : INFO : Epoch 1738 | loss: 0.0311549 | val_loss: 0.0311868 | Time: 2013.82 ms
[2021-04-26 07:37:42 main:574] : INFO : Epoch 1739 | loss: 0.0311495 | val_loss: 0.0311751 | Time: 2023.06 ms
[2021-04-26 07:37:44 main:574] : INFO : Epoch 1740 | loss: 0.0311465 | val_loss: 0.0311756 | Time: 2014.08 ms
[2021-04-26 07:37:46 main:574] : INFO : Epoch 1741 | loss: 0.0311457 | val_loss: 0.031175 | Time: 2016.72 ms
[2021-04-26 07:37:48 main:574] : INFO : Epoch 1742 | loss: 0.0311503 | val_loss: 0.031177 | Time: 2012.06 ms
[2021-04-26 07:37:50 main:574] : INFO : Epoch 1743 | loss: 0.0311473 | val_loss: 0.0311804 | Time: 2017 ms
[2021-04-26 07:37:52 main:574] : INFO : Epoch 1744 | loss: 0.0311478 | val_loss: 0.0311749 | Time: 2011.36 ms
[2021-04-26 07:37:54 main:574] : INFO : Epoch 1745 | loss: 0.0311442 | val_loss: 0.0311769 | Time: 2011.12 ms
[2021-04-26 07:37:56 main:574] : INFO : Epoch 1746 | loss: 0.0311432 | val_loss: 0.0311807 | Time: 2008.44 ms
[2021-04-26 07:37:58 main:574] : INFO : Epoch 1747 | loss: 0.0311454 | val_loss: 0.0311788 | Time: 2016.94 ms
[2021-04-26 07:38:00 main:574] : INFO : Epoch 1748 | loss: 0.0311448 | val_loss: 0.0311799 | Time: 2011.03 ms
[2021-04-26 07:38:02 main:574] : INFO : Epoch 1749 | loss: 0.0311457 | val_loss: 0.03118 | Time: 2011.41 ms
[2021-04-26 07:38:04 main:574] : INFO : Epoch 1750 | loss: 0.0311447 | val_loss: 0.0311831 | Time: 2014.04 ms
[2021-04-26 07:38:06 main:574] : INFO : Epoch 1751 | loss: 0.0311444 | val_loss: 0.031177 | Time: 2016.2 ms
[2021-04-26 07:38:09 main:574] : INFO : Epoch 1752 | loss: 0.0311423 | val_loss: 0.0311766 | Time: 2011.88 ms
[2021-04-26 07:38:11 main:574] : INFO : Epoch 1753 | loss: 0.0311426 | val_loss: 0.0311754 | Time: 2007.02 ms
[2021-04-26 07:38:13 main:574] : INFO : Epoch 1754 | loss: 0.0311423 | val_loss: 0.0311879 | Time: 2013.32 ms
[2021-04-26 07:38:15 main:574] : INFO : Epoch 1755 | loss: 0.0311436 | val_loss: 0.0311797 | Time: 2014.33 ms
[2021-04-26 07:38:17 main:574] : INFO : Epoch 1756 | loss: 0.0311437 | val_loss: 0.0311807 | Time: 2006.53 ms
[2021-04-26 07:38:19 main:574] : INFO : Epoch 1757 | loss: 0.031151 | val_loss: 0.0311697 | Time: 2016.75 ms
[2021-04-26 07:38:21 main:574] : INFO : Epoch 1758 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 2013.95 ms
[2021-04-26 07:38:23 main:574] : INFO : Epoch 1759 | loss: 0.0311526 | val_loss: 0.0311687 | Time: 2014.75 ms
[2021-04-26 07:38:25 main:574] : INFO : Epoch 1760 | loss: 0.031151 | val_loss: 0.0311709 | Time: 2010.12 ms
[2021-04-26 07:38:27 main:574] : INFO : Epoch 1761 | loss: 0.0311469 | val_loss: 0.0311724 | Time: 2014.04 ms
[2021-04-26 07:38:29 main:574] : INFO : Epoch 1762 | loss: 0.0311458 | val_loss: 0.0311802 | Time: 2017.12 ms
[2021-04-26 07:38:31 main:574] : INFO : Epoch 1763 | loss: 0.0311458 | val_loss: 0.0311756 | Time: 2013.74 ms
[2021-04-26 07:38:33 main:574] : INFO : Epoch 1764 | loss: 0.0311451 | val_loss: 0.0311741 | Time: 2014.88 ms
[2021-04-26 07:38:35 main:574] : INFO : Epoch 1765 | loss: 0.0311427 | val_loss: 0.0311739 | Time: 2011.58 ms
[2021-04-26 07:38:37 main:574] : INFO : Epoch 1766 | loss: 0.0311421 | val_loss: 0.0311707 | Time: 2008.91 ms
[2021-04-26 07:38:40 main:574] : INFO : Epoch 1767 | loss: 0.0311408 | val_loss: 0.031174 | Time: 2011.82 ms
[2021-04-26 07:38:42 main:574] : INFO : Epoch 1768 | loss: 0.0311409 | val_loss: 0.0311748 | Time: 2028.78 ms
[2021-04-26 07:38:44 main:574] : INFO : Epoch 1769 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 2014.89 ms
[2021-04-26 07:38:46 main:574] : INFO : Epoch 1770 | loss: 0.0311441 | val_loss: 0.0311734 | Time: 2015.19 ms
[2021-04-26 07:38:48 main:574] : INFO : Epoch 1771 | loss: 0.031142 | val_loss: 0.031174 | Time: 2013.48 ms
[2021-04-26 07:38:50 main:574] : INFO : Epoch 1772 | loss: 0.0311388 | val_loss: 0.0311775 | Time: 2018.99 ms
[2021-04-26 07:38:52 main:574] : INFO : Epoch 1773 | loss: 0.0311397 | val_loss: 0.0311798 | Time: 2016.57 ms
[2021-04-26 07:38:54 main:574] : INFO : Epoch 1774 | loss: 0.0311394 | val_loss: 0.0311745 | Time: 2011.66 ms
[2021-04-26 07:38:56 main:574] : INFO : Epoch 1775 | loss: 0.0311396 | val_loss: 0.0311756 | Time: 2013.21 ms
[2021-04-26 07:38:58 main:574] : INFO : Epoch 1776 | loss: 0.0311436 | val_loss: 0.0311796 | Time: 2013.66 ms
[2021-04-26 07:39:00 main:574] : INFO : Epoch 1777 | loss: 0.0311421 | val_loss: 0.0311741 | Time: 2014.61 ms
[2021-04-26 07:39:02 main:574] : INFO : Epoch 1778 | loss: 0.0311391 | val_loss: 0.0311798 | Time: 2014.86 ms
[2021-04-26 07:39:05 main:574] : INFO : Epoch 1779 | loss: 0.0311387 | val_loss: 0.031177 | Time: 2013.42 ms
[2021-04-26 07:39:07 main:574] : INFO : Epoch 1780 | loss: 0.0311376 | val_loss: 0.0311764 | Time: 2017.21 ms
[2021-04-26 07:39:09 main:574] : INFO : Epoch 1781 | loss: 0.0311378 | val_loss: 0.0311746 | Time: 2016.34 ms
[2021-04-26 07:39:11 main:574] : INFO : Epoch 1782 | loss: 0.0311406 | val_loss: 0.0311731 | Time: 2015.86 ms
[2021-04-26 07:39:13 main:574] : INFO : Epoch 1783 | loss: 0.0311418 | val_loss: 0.0311715 | Time: 2011.07 ms
[2021-04-26 07:39:15 main:574] : INFO : Epoch 1784 | loss: 0.0311453 | val_loss: 0.0311731 | Time: 2020.45 ms
[2021-04-26 07:39:17 main:574] : INFO : Epoch 1785 | loss: 0.0311389 | val_loss: 0.0311731 | Time: 2018.66 ms
[2021-04-26 07:39:19 main:574] : INFO : Epoch 1786 | loss: 0.0311383 | val_loss: 0.0311742 | Time: 2013.5 ms
[2021-04-26 07:39:21 main:574] : INFO : Epoch 1787 | loss: 0.0311393 | val_loss: 0.0311714 | Time: 2013.04 ms
[2021-04-26 07:39:23 main:574] : INFO : Epoch 1788 | loss: 0.0311377 | val_loss: 0.0311726 | Time: 2019.36 ms
[2021-04-26 07:39:25 main:574] : INFO : Epoch 1789 | loss: 0.0311374 | val_loss: 0.0311813 | Time: 2012.61 ms
[2021-04-26 07:39:27 main:574] : INFO : Epoch 1790 | loss: 0.0311385 | val_loss: 0.0311744 | Time: 2001.93 ms
[2021-04-26 07:39:29 main:574] : INFO : Epoch 1791 | loss: 0.0311373 | val_loss: 0.0311741 | Time: 2012.93 ms
[2021-04-26 07:39:31 main:574] : INFO : Epoch 1792 | loss: 0.0311372 | val_loss: 0.0311729 | Time: 2019.06 ms
[2021-04-26 07:39:34 main:574] : INFO : Epoch 1793 | loss: 0.0311373 | val_loss: 0.0311781 | Time: 2015.35 ms
[2021-04-26 07:39:36 main:574] : INFO : Epoch 1794 | loss: 0.0311376 | val_loss: 0.0311775 | Time: 2014.9 ms
[2021-04-26 07:39:38 main:574] : INFO : Epoch 1795 | loss: 0.0311354 | val_loss: 0.0311785 | Time: 2008.73 ms
[2021-04-26 07:39:40 main:574] : INFO : Epoch 1796 | loss: 0.0311359 | val_loss: 0.0311764 | Time: 2019.25 ms
[2021-04-26 07:39:42 main:574] : INFO : Epoch 1797 | loss: 0.0311334 | val_loss: 0.0311777 | Time: 2024.99 ms
[2021-04-26 07:39:44 main:574] : INFO : Epoch 1798 | loss: 0.0311338 | val_loss: 0.031173 | Time: 2013.87 ms
[2021-04-26 07:39:46 main:574] : INFO : Epoch 1799 | loss: 0.0311348 | val_loss: 0.0311771 | Time: 2011.93 ms
[2021-04-26 07:39:48 main:574] : INFO : Epoch 1800 | loss: 0.0311334 | val_loss: 0.0311753 | Time: 2015.83 ms
[2021-04-26 07:39:50 main:574] : INFO : Epoch 1801 | loss: 0.031136 | val_loss: 0.0311732 | Time: 2015.01 ms
[2021-04-26 07:39:52 main:574] : INFO : Epoch 1802 | loss: 0.0311358 | val_loss: 0.031178 | Time: 2012.1 ms
[2021-04-26 07:39:54 main:574] : INFO : Epoch 1803 | loss: 0.0311348 | val_loss: 0.0311747 | Time: 2014.5 ms
[2021-04-26 07:39:56 main:574] : INFO : Epoch 1804 | loss: 0.0311333 | val_loss: 0.0311779 | Time: 2019.83 ms
[2021-04-26 07:39:58 main:574] : INFO : Epoch 1805 | loss: 0.0311336 | val_loss: 0.0311786 | Time: 2016.4 ms
[2021-04-26 07:40:00 main:574] : INFO : Epoch 1806 | loss: 0.0311323 | val_loss: 0.0311785 | Time: 2014.58 ms
[2021-04-26 07:40:02 main:574] : INFO : Epoch 1807 | loss: 0.0311339 | val_loss: 0.0311845 | Time: 2009.58 ms
[2021-04-26 07:40:04 main:574] : INFO : Epoch 1808 | loss: 0.0311363 | val_loss: 0.0311772 | Time: 2017.63 ms
[2021-04-26 07:40:06 main:574] : INFO : Epoch 1809 | loss: 0.0311329 | val_loss: 0.03118 | Time: 2014.07 ms
[2021-04-26 07:40:08 main:574] : INFO : Epoch 1810 | loss: 0.0311326 | val_loss: 0.0311768 | Time: 2012.57 ms
[2021-04-26 07:40:11 main:574] : INFO : Epoch 1811 | loss: 0.0311336 | val_loss: 0.0311775 | Time: 2011.31 ms
[2021-04-26 07:40:13 main:574] : INFO : Epoch 1812 | loss: 0.0311341 | val_loss: 0.0311834 | Time: 2019.43 ms
[2021-04-26 07:40:15 main:574] : INFO : Epoch 1813 | loss: 0.0311399 | val_loss: 0.0311739 | Time: 2009.69 ms
[2021-04-26 07:40:17 main:574] : INFO : Epoch 1814 | loss: 0.0311405 | val_loss: 0.0311703 | Time: 2009.9 ms
[2021-04-26 07:40:19 main:574] : INFO : Epoch 1815 | loss: 0.0311373 | val_loss: 0.0311742 | Time: 2017.27 ms
[2021-04-26 07:40:21 main:574] : INFO : Epoch 1816 | loss: 0.031137 | val_loss: 0.0311729 | Time: 2017.41 ms
[2021-04-26 07:40:23 main:574] : INFO : Epoch 1817 | loss: 0.031135 | val_loss: 0.0311754 | Time: 2014.64 ms
[2021-04-26 07:40:25 main:574] : INFO : Epoch 1818 | loss: 0.0311325 | val_loss: 0.0311723 | Time: 2012.49 ms
[2021-04-26 07:40:27 main:574] : INFO : Epoch 1819 | loss: 0.0311324 | val_loss: 0.0311739 | Time: 2010.4 ms
[2021-04-26 07:40:29 main:574] : INFO : Epoch 1820 | loss: 0.0311338 | val_loss: 0.0311743 | Time: 2015.71 ms
[2021-04-26 07:40:31 main:574] : INFO : Epoch 1821 | loss: 0.0311309 | val_loss: 0.0311793 | Time: 2020.95 ms
[2021-04-26 07:40:33 main:574] : INFO : Epoch 1822 | loss: 0.0311322 | val_loss: 0.0311773 | Time: 2013.45 ms
[2021-04-26 07:40:35 main:574] : INFO : Epoch 1823 | loss: 0.0311328 | val_loss: 0.0311789 | Time: 2011.54 ms
[2021-04-26 07:40:37 main:574] : INFO : Epoch 1824 | loss: 0.03113 | val_loss: 0.0311784 | Time: 2019.32 ms
[2021-04-26 07:40:39 main:574] : INFO : Epoch 1825 | loss: 0.0311303 | val_loss: 0.0311764 | Time: 2016.16 ms
[2021-04-26 07:40:41 main:574] : INFO : Epoch 1826 | loss: 0.0311302 | val_loss: 0.0311821 | Time: 2021.83 ms
[2021-04-26 07:40:43 main:574] : INFO : Epoch 1827 | loss: 0.0311337 | val_loss: 0.0311766 | Time: 2014.18 ms
[2021-04-26 07:40:45 main:574] : INFO : Epoch 1828 | loss: 0.0311382 | val_loss: 0.0311682 | Time: 2018.42 ms
[2021-04-26 07:40:48 main:574] : INFO : Epoch 1829 | loss: 0.0311373 | val_loss: 0.0311835 | Time: 2019.69 ms
[2021-04-26 07:40:50 main:574] : INFO : Epoch 1830 | loss: 0.0311393 | val_loss: 0.0311871 | Time: 2016.08 ms
[2021-04-26 07:40:52 main:574] : INFO : Epoch 1831 | loss: 0.0311326 | val_loss: 0.031173 | Time: 2011.8 ms
[2021-04-26 07:40:54 main:574] : INFO : Epoch 1832 | loss: 0.0311301 | val_loss: 0.0311825 | Time: 2020.15 ms
[2021-04-26 07:40:56 main:574] : INFO : Epoch 1833 | loss: 0.0311429 | val_loss: 0.0311686 | Time: 2026.18 ms
[2021-04-26 07:40:58 main:574] : INFO : Epoch 1834 | loss: 0.0311356 | val_loss: 0.031169 | Time: 2012.2 ms
[2021-04-26 07:41:00 main:574] : INFO : Epoch 1835 | loss: 0.0311328 | val_loss: 0.0311727 | Time: 2014.13 ms
[2021-04-26 07:41:02 main:574] : INFO : Epoch 1836 | loss: 0.0311312 | val_loss: 0.0311713 | Time: 2018.37 ms
[2021-04-26 07:41:04 main:574] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.0311755 | Time: 2019.07 ms
[2021-04-26 07:41:06 main:574] : INFO : Epoch 1838 | loss: 0.0311311 | val_loss: 0.0311797 | Time: 2013.47 ms
[2021-04-26 07:41:08 main:574] : INFO : Epoch 1839 | loss: 0.0311313 | val_loss: 0.0311721 | Time: 2011.81 ms
[2021-04-26 07:41:10 main:574] : INFO : Epoch 1840 | loss: 0.0311284 | val_loss: 0.0311767 | Time: 2020.86 ms
[2021-04-26 07:41:12 main:574] : INFO : Epoch 1841 | loss: 0.0311292 | val_loss: 0.0311776 | Time: 2016.78 ms
[2021-04-26 07:41:14 main:574] : INFO : Epoch 1842 | loss: 0.0311319 | val_loss: 0.0311908 | Time: 2012.18 ms
[2021-04-26 07:41:16 main:574] : INFO : Epoch 1843 | loss: 0.0311377 | val_loss: 0.0311775 | Time: 2013.63 ms
[2021-04-26 07:41:18 main:574] : INFO : Epoch 1844 | loss: 0.0311337 | val_loss: 0.0311747 | Time: 2020.88 ms
[2021-04-26 07:41:20 main:574] : INFO : Epoch 1845 | loss: 0.0311309 | val_loss: 0.0311746 | Time: 2015.42 ms
[2021-04-26 07:41:22 main:574] : INFO : Epoch 1846 | loss: 0.0311324 | val_loss: 0.0311824 | Time: 2013.57 ms
[2021-04-26 07:41:25 main:574] : INFO : Epoch 1847 | loss: 0.0311323 | val_loss: 0.0311754 | Time: 2010.06 ms
[2021-04-26 07:41:27 main:574] : INFO : Epoch 1848 | loss: 0.031134 | val_loss: 0.0311752 | Time: 2017.66 ms
[2021-04-26 07:41:29 main:574] : INFO : Epoch 1849 | loss: 0.0311308 | val_loss: 0.0311738 | Time: 2014.64 ms
[2021-04-26 07:41:31 main:574] : INFO : Epoch 1850 | loss: 0.0311289 | val_loss: 0.0311723 | Time: 2010.29 ms
[2021-04-26 07:41:33 main:574] : INFO : Epoch 1851 | loss: 0.0311301 | val_loss: 0.0311735 | Time: 2008.19 ms
[2021-04-26 07:41:35 main:574] : INFO : Epoch 1852 | loss: 0.0311272 | val_loss: 0.0311759 | Time: 2017.5 ms
[2021-04-26 07:41:37 main:574] : INFO : Epoch 1853 | loss: 0.0311273 | val_loss: 0.031175 | Time: 2016.53 ms
[2021-04-26 07:41:39 main:574] : INFO : Epoch 1854 | loss: 0.0311274 | val_loss: 0.031176 | Time: 2013.03 ms
[2021-04-26 07:41:41 main:574] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0311858 | Time: 2017.84 ms
[2021-04-26 07:41:43 main:574] : INFO : Epoch 1856 | loss: 0.0311315 | val_loss: 0.0311831 | Time: 2029.61 ms
[2021-04-26 07:41:45 main:574] : INFO : Epoch 1857 | loss: 0.0311286 | val_loss: 0.031177 | Time: 2020.36 ms
[2021-04-26 07:41:47 main:574] : INFO : Epoch 1858 | loss: 0.0311292 | val_loss: 0.0311754 | Time: 2012.72 ms
[2021-04-26 07:41:49 main:574] : INFO : Epoch 1859 | loss: 0.0311295 | val_loss: 0.0311769 | Time: 2011.91 ms
[2021-04-26 07:41:51 main:574] : INFO : Epoch 1860 | loss: 0.0311262 | val_loss: 0.031173 | Time: 2017.63 ms
[2021-04-26 07:41:53 main:574] : INFO : Epoch 1861 | loss: 0.0311277 | val_loss: 0.0311771 | Time: 2023.69 ms
[2021-04-26 07:41:55 main:574] : INFO : Epoch 1862 | loss: 0.0311388 | val_loss: 0.0311684 | Time: 2011.9 ms
[2021-04-26 07:41:57 main:574] : INFO : Epoch 1863 | loss: 0.0311349 | val_loss: 0.0311689 | Time: 2008.46 ms
[2021-04-26 07:42:00 main:574] : INFO : Epoch 1864 | loss: 0.0311311 | val_loss: 0.0311727 | Time: 2016.01 ms
[2021-04-26 07:42:02 main:574] : INFO : Epoch 1865 | loss: 0.0311292 | val_loss: 0.031174 | Time: 2023.04 ms
[2021-04-26 07:42:04 main:574] : INFO : Epoch 1866 | loss: 0.0311268 | val_loss: 0.03117 | Time: 2011.2 ms
[2021-04-26 07:42:06 main:574] : INFO : Epoch 1867 | loss: 0.031127 | val_loss: 0.0311765 | Time: 2011.64 ms
[2021-04-26 07:42:08 main:574] : INFO : Epoch 1868 | loss: 0.0311293 | val_loss: 0.0311763 | Time: 2018.7 ms
[2021-04-26 07:42:10 main:574] : INFO : Epoch 1869 | loss: 0.0311288 | val_loss: 0.0311779 | Time: 2017.55 ms
[2021-04-26 07:42:12 main:574] : INFO : Epoch 1870 | loss: 0.0311303 | val_loss: 0.0311723 | Time: 2012.49 ms
[2021-04-26 07:42:14 main:574] : INFO : Epoch 1871 | loss: 0.0311279 | val_loss: 0.0311752 | Time: 2015.62 ms
[2021-04-26 07:42:16 main:574] : INFO : Epoch 1872 | loss: 0.0311267 | val_loss: 0.031178 | Time: 2015.47 ms
[2021-04-26 07:42:18 main:574] : INFO : Epoch 1873 | loss: 0.0311266 | val_loss: 0.0311738 | Time: 2023.3 ms
[2021-04-26 07:42:20 main:574] : INFO : Epoch 1874 | loss: 0.0311247 | val_loss: 0.0311756 | Time: 2015.26 ms
[2021-04-26 07:42:22 main:574] : INFO : Epoch 1875 | loss: 0.0311272 | val_loss: 0.0311775 | Time: 2012.21 ms
[2021-04-26 07:42:24 main:574] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.0311735 | Time: 2018.07 ms
[2021-04-26 07:42:26 main:574] : INFO : Epoch 1877 | loss: 0.0311339 | val_loss: 0.0311715 | Time: 2017.82 ms
[2021-04-26 07:42:28 main:574] : INFO : Epoch 1878 | loss: 0.0311374 | val_loss: 0.0311752 | Time: 2014.9 ms
[2021-04-26 07:42:30 main:574] : INFO : Epoch 1879 | loss: 0.031133 | val_loss: 0.0311757 | Time: 2012.26 ms
[2021-04-26 07:42:32 main:574] : INFO : Epoch 1880 | loss: 0.0311322 | val_loss: 0.0311797 | Time: 2019.81 ms
[2021-04-26 07:42:35 main:574] : INFO : Epoch 1881 | loss: 0.0311329 | val_loss: 0.0311703 | Time: 2019.67 ms
[2021-04-26 07:42:37 main:574] : INFO : Epoch 1882 | loss: 0.031132 | val_loss: 0.0311731 | Time: 2019.27 ms
[2021-04-26 07:42:39 main:574] : INFO : Epoch 1883 | loss: 0.0311259 | val_loss: 0.0311717 | Time: 2012.64 ms
[2021-04-26 07:42:41 main:574] : INFO : Epoch 1884 | loss: 0.0311248 | val_loss: 0.0311713 | Time: 2022.04 ms
[2021-04-26 07:42:43 main:574] : INFO : Epoch 1885 | loss: 0.0311239 | val_loss: 0.0311762 | Time: 2024.9 ms
[2021-04-26 07:42:45 main:574] : INFO : Epoch 1886 | loss: 0.0311244 | val_loss: 0.0311774 | Time: 2012.28 ms
[2021-04-26 07:42:47 main:574] : INFO : Epoch 1887 | loss: 0.0311217 | val_loss: 0.0311756 | Time: 2011.35 ms
[2021-04-26 07:42:49 main:574] : INFO : Epoch 1888 | loss: 0.0311239 | val_loss: 0.0311764 | Time: 2014.23 ms
[2021-04-26 07:42:51 main:574] : INFO : Epoch 1889 | loss: 0.0311258 | val_loss: 0.031175 | Time: 2014.77 ms
[2021-04-26 07:42:53 main:574] : INFO : Epoch 1890 | loss: 0.0311227 | val_loss: 0.0311781 | Time: 2010.76 ms
[2021-04-26 07:42:55 main:574] : INFO : Epoch 1891 | loss: 0.0311225 | val_loss: 0.0311809 | Time: 2014.52 ms
[2021-04-26 07:42:57 main:574] : INFO : Epoch 1892 | loss: 0.0311221 | val_loss: 0.0311802 | Time: 2015.64 ms
[2021-04-26 07:42:59 main:574] : INFO : Epoch 1893 | loss: 0.0311216 | val_loss: 0.0311761 | Time: 2016.87 ms
[2021-04-26 07:43:01 main:574] : INFO : Epoch 1894 | loss: 0.0311287 | val_loss: 0.0311735 | Time: 2021.5 ms
[2021-04-26 07:43:03 main:574] : INFO : Epoch 1895 | loss: 0.0311331 | val_loss: 0.0311722 | Time: 2010.79 ms
[2021-04-26 07:43:05 main:574] : INFO : Epoch 1896 | loss: 0.0311297 | val_loss: 0.0311753 | Time: 2017.06 ms
[2021-04-26 07:43:07 main:574] : INFO : Epoch 1897 | loss: 0.0311239 | val_loss: 0.0311693 | Time: 2017.91 ms
[2021-04-26 07:43:10 main:574] : INFO : Epoch 1898 | loss: 0.0311268 | val_loss: 0.0311721 | Time: 2013.25 ms
[2021-04-26 07:43:12 main:574] : INFO : Epoch 1899 | loss: 0.0311256 | val_loss: 0.0311744 | Time: 2009.94 ms
[2021-04-26 07:43:14 main:574] : INFO : Epoch 1900 | loss: 0.0311262 | val_loss: 0.0311728 | Time: 2017.69 ms
[2021-04-26 07:43:16 main:574] : INFO : Epoch 1901 | loss: 0.0311271 | val_loss: 0.0311715 | Time: 2017.09 ms
[2021-04-26 07:43:18 main:574] : INFO : Epoch 1902 | loss: 0.0311281 | val_loss: 0.0311796 | Time: 2015.94 ms
[2021-04-26 07:43:20 main:574] : INFO : Epoch 1903 | loss: 0.0311261 | val_loss: 0.0311731 | Time: 2012.02 ms
[2021-04-26 07:43:22 main:574] : INFO : Epoch 1904 | loss: 0.0311235 | val_loss: 0.0311735 | Time: 2020.38 ms
[2021-04-26 07:43:24 main:574] : INFO : Epoch 1905 | loss: 0.0311258 | val_loss: 0.0311749 | Time: 2014.64 ms
[2021-04-26 07:43:26 main:574] : INFO : Epoch 1906 | loss: 0.0311258 | val_loss: 0.0311686 | Time: 2009.46 ms
[2021-04-26 07:43:28 main:574] : INFO : Epoch 1907 | loss: 0.0311246 | val_loss: 0.0311675 | Time: 2010.97 ms
[2021-04-26 07:43:30 main:574] : INFO : Epoch 1908 | loss: 0.031122 | val_loss: 0.0311721 | Time: 2021.56 ms
[2021-04-26 07:43:32 main:574] : INFO : Epoch 1909 | loss: 0.0311249 | val_loss: 0.0311748 | Time: 2017.33 ms
[2021-04-26 07:43:34 main:574] : INFO : Epoch 1910 | loss: 0.0311246 | val_loss: 0.0311697 | Time: 2016.52 ms
[2021-04-26 07:43:36 main:574] : INFO : Epoch 1911 | loss: 0.0311218 | val_loss: 0.0311747 | Time: 2010.38 ms
[2021-04-26 07:43:38 main:574] : INFO : Epoch 1912 | loss: 0.0311215 | val_loss: 0.0311723 | Time: 2012.22 ms
[2021-04-26 07:43:40 main:574] : INFO : Epoch 1913 | loss: 0.0311232 | val_loss: 0.0311684 | Time: 2014.8 ms
[2021-04-26 07:43:42 main:574] : INFO : Epoch 1914 | loss: 0.0311277 | val_loss: 0.0311697 | Time: 2020.66 ms
[2021-04-26 07:43:45 main:574] : INFO : Epoch 1915 | loss: 0.0311265 | val_loss: 0.0311706 | Time: 2006.85 ms
[2021-04-26 07:43:47 main:574] : INFO : Epoch 1916 | loss: 0.0311217 | val_loss: 0.0311752 | Time: 2016.65 ms
[2021-04-26 07:43:49 main:574] : INFO : Epoch 1917 | loss: 0.0311207 | val_loss: 0.0311749 | Time: 2020.33 ms
[2021-04-26 07:43:51 main:574] : INFO : Epoch 1918 | loss: 0.0311192 | val_loss: 0.0311792 | Time: 2013.21 ms
[2021-04-26 07:43:53 main:574] : INFO : Epoch 1919 | loss: 0.031123 | val_loss: 0.0311738 | Time: 2006.42 ms
[2021-04-26 07:43:55 main:574] : INFO : Epoch 1920 | loss: 0.0311263 | val_loss: 0.0311759 | Time: 2015.08 ms
[2021-04-26 07:43:57 main:574] : INFO : Epoch 1921 | loss: 0.0311237 | val_loss: 0.0311742 | Time: 2016.89 ms
[2021-04-26 07:43:59 main:574] : INFO : Epoch 1922 | loss: 0.0311244 | val_loss: 0.0311726 | Time: 2013.24 ms
[2021-04-26 07:44:01 main:574] : INFO : Epoch 1923 | loss: 0.0311232 | val_loss: 0.0311723 | Time: 2007.49 ms
[2021-04-26 07:44:03 main:574] : INFO : Epoch 1924 | loss: 0.0311243 | val_loss: 0.0311713 | Time: 2018.17 ms
[2021-04-26 07:44:05 main:574] : INFO : Epoch 1925 | loss: 0.0311207 | val_loss: 0.0311723 | Time: 2014.94 ms
[2021-04-26 07:44:07 main:574] : INFO : Epoch 1926 | loss: 0.03112 | val_loss: 0.0311707 | Time: 2012.87 ms
[2021-04-26 07:44:09 main:574] : INFO : Epoch 1927 | loss: 0.0311198 | val_loss: 0.0311744 | Time: 2013.42 ms
[2021-04-26 07:44:11 main:574] : INFO : Epoch 1928 | loss: 0.0311188 | val_loss: 0.0311712 | Time: 2020.74 ms
[2021-04-26 07:44:13 main:574] : INFO : Epoch 1929 | loss: 0.031118 | val_loss: 0.0311723 | Time: 2020.77 ms
[2021-04-26 07:44:16 main:574] : INFO : Epoch 1930 | loss: 0.0311192 | val_loss: 0.0311686 | Time: 2011.19 ms
[2021-04-26 07:44:18 main:574] : INFO : Epoch 1931 | loss: 0.0311243 | val_loss: 0.0311729 | Time: 2016.74 ms
[2021-04-26 07:44:20 main:574] : INFO : Epoch 1932 | loss: 0.0311223 | val_loss: 0.0311774 | Time: 2021.07 ms
[2021-04-26 07:44:22 main:574] : INFO : Epoch 1933 | loss: 0.0311233 | val_loss: 0.0311763 | Time: 2012.9 ms
[2021-04-26 07:44:24 main:574] : INFO : Epoch 1934 | loss: 0.0311266 | val_loss: 0.0311731 | Time: 2008.47 ms
[2021-04-26 07:44:26 main:574] : INFO : Epoch 1935 | loss: 0.0311321 | val_loss: 0.0311665 | Time: 2013.13 ms
[2021-04-26 07:44:28 main:574] : INFO : Epoch 1936 | loss: 0.0311292 | val_loss: 0.0311695 | Time: 2013.67 ms
[2021-04-26 07:44:30 main:574] : INFO : Epoch 1937 | loss: 0.0311239 | val_loss: 0.0311723 | Time: 2015.49 ms
[2021-04-26 07:44:32 main:574] : INFO : Epoch 1938 | loss: 0.03112 | val_loss: 0.0311722 | Time: 2012.43 ms
[2021-04-26 07:44:34 main:574] : INFO : Epoch 1939 | loss: 0.0311211 | val_loss: 0.0311738 | Time: 2009.33 ms
[2021-04-26 07:44:36 main:574] : INFO : Epoch 1940 | loss: 0.0311199 | val_loss: 0.0311719 | Time: 2015.21 ms
[2021-04-26 07:44:38 main:574] : INFO : Epoch 1941 | loss: 0.03112 | val_loss: 0.031171 | Time: 2014.13 ms
[2021-04-26 07:44:40 main:574] : INFO : Epoch 1942 | loss: 0.0311187 | val_loss: 0.0311743 | Time: 2014.17 ms
[2021-04-26 07:44:42 main:574] : INFO : Epoch 1943 | loss: 0.0311183 | val_loss: 0.0311684 | Time: 2018.03 ms
[2021-04-26 07:44:44 main:574] : INFO : Epoch 1944 | loss: 0.0311188 | val_loss: 0.0311751 | Time: 2016.38 ms
[2021-04-26 07:44:46 main:574] : INFO : Epoch 1945 | loss: 0.0311182 | val_loss: 0.031176 | Time: 2013.98 ms
[2021-04-26 07:44:48 main:574] : INFO : Epoch 1946 | loss: 0.0311185 | val_loss: 0.0311746 | Time: 2015.13 ms
[2021-04-26 07:44:51 main:574] : INFO : Epoch 1947 | loss: 0.0311185 | val_loss: 0.0311698 | Time: 2011 ms
[2021-04-26 07:44:53 main:574] : INFO : Epoch 1948 | loss: 0.0311175 | val_loss: 0.0311739 | Time: 2016.62 ms
[2021-04-26 07:44:55 main:574] : INFO : Epoch 1949 | loss: 0.0311168 | val_loss: 0.0311753 | Time: 2014.53 ms
[2021-04-26 07:44:57 main:574] : INFO : Epoch 1950 | loss: 0.0311192 | val_loss: 0.0311747 | Time: 2008.97 ms
[2021-04-26 07:44:59 main:574] : INFO : Epoch 1951 | loss: 0.0311213 | val_loss: 0.0311689 | Time: 2007.95 ms
[2021-04-26 07:45:01 main:574] : INFO : Epoch 1952 | loss: 0.031123 | val_loss: 0.031173 | Time: 2022.43 ms
[2021-04-26 07:45:03 main:574] : INFO : Epoch 1953 | loss: 0.0311178 | val_loss: 0.0311724 | Time: 2012.7 ms
[2021-04-26 07:45:05 main:574] : INFO : Epoch 1954 | loss: 0.0311166 | val_loss: 0.031171 | Time: 2013.56 ms
[2021-04-26 07:45:07 main:574] : INFO : Epoch 1955 | loss: 0.0311164 | val_loss: 0.0311722 | Time: 2014.35 ms
[2021-04-26 07:45:09 main:574] : INFO : Epoch 1956 | loss: 0.0311149 | val_loss: 0.0311797 | Time: 2019.29 ms
[2021-04-26 07:45:11 main:574] : INFO : Epoch 1957 | loss: 0.0311153 | val_loss: 0.0311839 | Time: 2016.93 ms
[2021-04-26 07:45:13 main:574] : INFO : Epoch 1958 | loss: 0.0311199 | val_loss: 0.0311738 | Time: 2012.08 ms
[2021-04-26 07:45:15 main:574] : INFO : Epoch 1959 | loss: 0.0311162 | val_loss: 0.0311801 | Time: 2011.77 ms
[2021-04-26 07:45:17 main:574] : INFO : Epoch 1960 | loss: 0.0311193 | val_loss: 0.0311716 | Time: 2013.03 ms
[2021-04-26 07:45:19 main:574] : INFO : Epoch 1961 | loss: 0.0311164 | val_loss: 0.0311841 | Time: 2019.13 ms
[2021-04-26 07:45:21 main:574] : INFO : Epoch 1962 | loss: 0.0311189 | val_loss: 0.0311732 | Time: 2013.37 ms
[2021-04-26 07:45:23 main:574] : INFO : Epoch 1963 | loss: 0.0311211 | val_loss: 0.0311785 | Time: 2008.28 ms
[2021-04-26 07:45:25 main:574] : INFO : Epoch 1964 | loss: 0.0311179 | val_loss: 0.0311728 | Time: 2015.96 ms
[2021-04-26 07:45:28 main:574] : INFO : Epoch 1965 | loss: 0.0311175 | val_loss: 0.031171 | Time: 2016.2 ms
[2021-04-26 07:45:30 main:574] : INFO : Epoch 1966 | loss: 0.0311169 | val_loss: 0.0311735 | Time: 2013.57 ms
[2021-04-26 07:45:32 main:574] : INFO : Epoch 1967 | loss: 0.0311164 | val_loss: 0.031171 | Time: 2009.07 ms
[2021-04-26 07:45:34 main:574] : INFO : Epoch 1968 | loss: 0.0311218 | val_loss: 0.0311765 | Time: 2019.28 ms
[2021-04-26 07:45:36 main:574] : INFO : Epoch 1969 | loss: 0.0311235 | val_loss: 0.031168 | Time: 2019.49 ms
[2021-04-26 07:45:38 main:574] : INFO : Epoch 1970 | loss: 0.0311311 | val_loss: 0.0311793 | Time: 2012.65 ms
[2021-04-26 07:45:40 main:574] : INFO : Epoch 1971 | loss: 0.0311232 | val_loss: 0.0311699 | Time: 2014.99 ms
[2021-04-26 07:45:42 main:574] : INFO : Epoch 1972 | loss: 0.0311188 | val_loss: 0.0311725 | Time: 2029.23 ms
[2021-04-26 07:45:44 main:574] : INFO : Epoch 1973 | loss: 0.0311189 | val_loss: 0.0311705 | Time: 2016.43 ms
[2021-04-26 07:45:46 main:574] : INFO : Epoch 1974 | loss: 0.0311158 | val_loss: 0.0311741 | Time: 2015.7 ms
[2021-04-26 07:45:48 main:574] : INFO : Epoch 1975 | loss: 0.0311169 | val_loss: 0.0311711 | Time: 2011.72 ms
[2021-04-26 07:45:50 main:574] : INFO : Epoch 1976 | loss: 0.0311169 | val_loss: 0.0311795 | Time: 2021.69 ms
[2021-04-26 07:45:52 main:574] : INFO : Epoch 1977 | loss: 0.0311196 | val_loss: 0.031174 | Time: 2016.99 ms
[2021-04-26 07:45:54 main:574] : INFO : Epoch 1978 | loss: 0.031117 | val_loss: 0.0311795 | Time: 2013.25 ms
[2021-04-26 07:45:56 main:574] : INFO : Epoch 1979 | loss: 0.0311159 | val_loss: 0.0311722 | Time: 2014.88 ms
[2021-04-26 07:45:58 main:574] : INFO : Epoch 1980 | loss: 0.0311154 | val_loss: 0.0311741 | Time: 2019.9 ms
[2021-04-26 07:46:00 main:574] : INFO : Epoch 1981 | loss: 0.0311161 | val_loss: 0.0311735 | Time: 2018.45 ms
[2021-04-26 07:46:03 main:574] : INFO : Epoch 1982 | loss: 0.0311147 | val_loss: 0.0311739 | Time: 2010.85 ms
[2021-04-26 07:46:05 main:574] : INFO : Epoch 1983 | loss: 0.0311156 | val_loss: 0.0311736 | Time: 2009.05 ms
[2021-04-26 07:46:07 main:574] : INFO : Epoch 1984 | loss: 0.0311134 | val_loss: 0.0311716 | Time: 2019.26 ms
[2021-04-26 07:46:09 main:574] : INFO : Epoch 1985 | loss: 0.0311167 | val_loss: 0.0311739 | Time: 2019.26 ms
[2021-04-26 07:46:11 main:574] : INFO : Epoch 1986 | loss: 0.0311173 | val_loss: 0.031171 | Time: 2013.89 ms
[2021-04-26 07:46:13 main:574] : INFO : Epoch 1987 | loss: 0.0311252 | val_loss: 0.0311667 | Time: 2010.68 ms
[2021-04-26 07:46:15 main:574] : INFO : Epoch 1988 | loss: 0.0311265 | val_loss: 0.031168 | Time: 2015.94 ms
[2021-04-26 07:46:17 main:574] : INFO : Epoch 1989 | loss: 0.0311218 | val_loss: 0.0311691 | Time: 2018.66 ms
[2021-04-26 07:46:19 main:574] : INFO : Epoch 1990 | loss: 0.0311205 | val_loss: 0.0311681 | Time: 2012.49 ms
[2021-04-26 07:46:21 main:574] : INFO : Epoch 1991 | loss: 0.0311215 | val_loss: 0.0311738 | Time: 2013.54 ms
[2021-04-26 07:46:23 main:574] : INFO : Epoch 1992 | loss: 0.0311219 | val_loss: 0.0311701 | Time: 2014.58 ms
[2021-04-26 07:46:25 main:574] : INFO : Epoch 1993 | loss: 0.0311213 | val_loss: 0.031173 | Time: 2018.27 ms
[2021-04-26 07:46:27 main:574] : INFO : Epoch 1994 | loss: 0.0311192 | val_loss: 0.0311753 | Time: 2013.09 ms
[2021-04-26 07:46:29 main:574] : INFO : Epoch 1995 | loss: 0.031116 | val_loss: 0.0311767 | Time: 2010.75 ms
[2021-04-26 07:46:31 main:574] : INFO : Epoch 1996 | loss: 0.0311158 | val_loss: 0.0311702 | Time: 2019.77 ms
[2021-04-26 07:46:33 main:574] : INFO : Epoch 1997 | loss: 0.0311161 | val_loss: 0.031174 | Time: 2016.57 ms
[2021-04-26 07:46:35 main:574] : INFO : Epoch 1998 | loss: 0.0311164 | val_loss: 0.0311704 | Time: 2012.75 ms
[2021-04-26 07:46:37 main:574] : INFO : Epoch 1999 | loss: 0.0311178 | val_loss: 0.0311704 | Time: 2010.64 ms
[2021-04-26 07:46:40 main:574] : INFO : Epoch 2000 | loss: 0.0311273 | val_loss: 0.0311615 | Time: 2015.97 ms
[2021-04-26 07:46:42 main:574] : INFO : Epoch 2001 | loss: 0.0311285 | val_loss: 0.0311622 | Time: 2027.37 ms
[2021-04-26 07:46:44 main:574] : INFO : Epoch 2002 | loss: 0.0311217 | val_loss: 0.0311612 | Time: 2014.17 ms
[2021-04-26 07:46:46 main:574] : INFO : Epoch 2003 | loss: 0.0311207 | val_loss: 0.031168 | Time: 2010.63 ms
[2021-04-26 07:46:48 main:574] : INFO : Epoch 2004 | loss: 0.0311182 | val_loss: 0.0311643 | Time: 2018.06 ms
[2021-04-26 07:46:50 main:574] : INFO : Epoch 2005 | loss: 0.0311188 | val_loss: 0.0311665 | Time: 2016.76 ms
[2021-04-26 07:46:52 main:574] : INFO : Epoch 2006 | loss: 0.0311172 | val_loss: 0.0311719 | Time: 2014.14 ms
[2021-04-26 07:46:54 main:574] : INFO : Epoch 2007 | loss: 0.0311164 | val_loss: 0.0311691 | Time: 2009.33 ms
[2021-04-26 07:46:56 main:574] : INFO : Epoch 2008 | loss: 0.0311169 | val_loss: 0.031165 | Time: 2018.48 ms
[2021-04-26 07:46:58 main:574] : INFO : Epoch 2009 | loss: 0.0311171 | val_loss: 0.0311681 | Time: 2013.88 ms
[2021-04-26 07:47:00 main:574] : INFO : Epoch 2010 | loss: 0.0311131 | val_loss: 0.0311676 | Time: 2013.45 ms
[2021-04-26 07:47:02 main:574] : INFO : Epoch 2011 | loss: 0.0311126 | val_loss: 0.0311662 | Time: 2012.49 ms
[2021-04-26 07:47:04 main:574] : INFO : Epoch 2012 | loss: 0.031117 | val_loss: 0.0311698 | Time: 2018.01 ms
[2021-04-26 07:47:06 main:574] : INFO : Epoch 2013 | loss: 0.0311149 | val_loss: 0.0311698 | Time: 2018.52 ms
[2021-04-26 07:47:08 main:574] : INFO : Epoch 2014 | loss: 0.0311153 | val_loss: 0.0311659 | Time: 2009.93 ms
[2021-04-26 07:47:10 main:574] : INFO : Epoch 2015 | loss: 0.0311127 | val_loss: 0.0311689 | Time: 2010.7 ms
[2021-04-26 07:47:13 main:574] : INFO : Epoch 2016 | loss: 0.0311134 | val_loss: 0.0311691 | Time: 2015.96 ms
[2021-04-26 07:47:15 main:574] : INFO : Epoch 2017 | loss: 0.0311106 | val_loss: 0.0311717 | Time: 2013.57 ms
[2021-04-26 07:47:17 main:574] : INFO : Epoch 2018 | loss: 0.0311113 | val_loss: 0.0311684 | Time: 2016.42 ms
[2021-04-26 07:47:19 main:574] : INFO : Epoch 2019 | loss: 0.0311133 | val_loss: 0.0311692 | Time: 2014.47 ms
[2021-04-26 07:47:21 main:574] : INFO : Epoch 2020 | loss: 0.0311108 | val_loss: 0.0311678 | Time: 2017.28 ms
[2021-04-26 07:47:23 main:574] : INFO : Epoch 2021 | loss: 0.0311126 | val_loss: 0.0311682 | Time: 2011.86 ms
[2021-04-26 07:47:25 main:574] : INFO : Epoch 2022 | loss: 0.0311106 | val_loss: 0.031168 | Time: 2012.05 ms
[2021-04-26 07:47:27 main:574] : INFO : Epoch 2023 | loss: 0.0311122 | val_loss: 0.0311654 | Time: 2011.75 ms
[2021-04-26 07:47:29 main:574] : INFO : Epoch 2024 | loss: 0.031127 | val_loss: 0.0311659 | Time: 2018.99 ms
[2021-04-26 07:47:31 main:574] : INFO : Epoch 2025 | loss: 0.031128 | val_loss: 0.0311597 | Time: 2013.55 ms
[2021-04-26 07:47:33 main:574] : INFO : Epoch 2026 | loss: 0.0311215 | val_loss: 0.0311676 | Time: 2010.72 ms
[2021-04-26 07:47:35 main:574] : INFO : Epoch 2027 | loss: 0.0311213 | val_loss: 0.0311628 | Time: 2012 ms
[2021-04-26 07:47:37 main:574] : INFO : Epoch 2028 | loss: 0.0311192 | val_loss: 0.0311617 | Time: 2013.82 ms
[2021-04-26 07:47:39 main:574] : INFO : Epoch 2029 | loss: 0.0311159 | val_loss: 0.0311637 | Time: 2018.49 ms
[2021-04-26 07:47:41 main:574] : INFO : Epoch 2030 | loss: 0.0311174 | val_loss: 0.0311659 | Time: 2016.93 ms
[2021-04-26 07:47:43 main:574] : INFO : Epoch 2031 | loss: 0.0311166 | val_loss: 0.0311728 | Time: 2012.64 ms
[2021-04-26 07:47:45 main:574] : INFO : Epoch 2032 | loss: 0.0311182 | val_loss: 0.031167 | Time: 2018.5 ms
[2021-04-26 07:47:47 main:574] : INFO : Epoch 2033 | loss: 0.031119 | val_loss: 0.0311662 | Time: 2018.77 ms
[2021-04-26 07:47:50 main:574] : INFO : Epoch 2034 | loss: 0.0311206 | val_loss: 0.0311618 | Time: 2011.95 ms
[2021-04-26 07:47:52 main:574] : INFO : Epoch 2035 | loss: 0.0311182 | val_loss: 0.0311624 | Time: 2014.09 ms
[2021-04-26 07:47:54 main:574] : INFO : Epoch 2036 | loss: 0.0311169 | val_loss: 0.0311678 | Time: 2019.75 ms
[2021-04-26 07:47:56 main:574] : INFO : Epoch 2037 | loss: 0.0311218 | val_loss: 0.0311693 | Time: 2015.02 ms
[2021-04-26 07:47:58 main:574] : INFO : Epoch 2038 | loss: 0.0311222 | val_loss: 0.0311631 | Time: 2010.07 ms
[2021-04-26 07:48:00 main:574] : INFO : Epoch 2039 | loss: 0.0311185 | val_loss: 0.0311654 | Time: 2013.21 ms
[2021-04-26 07:48:02 main:574] : INFO : Epoch 2040 | loss: 0.0311173 | val_loss: 0.0311636 | Time: 2015.64 ms
[2021-04-26 07:48:04 main:574] : INFO : Epoch 2041 | loss: 0.031114 | val_loss: 0.0311626 | Time: 2020.76 ms
[2021-04-26 07:48:06 main:574] : INFO : Epoch 2042 | loss: 0.0311185 | val_loss: 0.0311643 | Time: 2010.71 ms
[2021-04-26 07:48:08 main:574] : INFO : Epoch 2043 | loss: 0.0311209 | val_loss: 0.0311616 | Time: 2010.01 ms
[2021-04-26 07:48:10 main:574] : INFO : Epoch 2044 | loss: 0.0311175 | val_loss: 0.0311649 | Time: 2013.55 ms
[2021-04-26 07:48:12 main:574] : INFO : Epoch 2045 | loss: 0.0311125 | val_loss: 0.0311672 | Time: 2019.26 ms
[2021-04-26 07:48:14 main:574] : INFO : Epoch 2046 | loss: 0.0311113 | val_loss: 0.031169 | Time: 2015.3 ms
[2021-04-26 07:48:16 main:574] : INFO : Epoch 2047 | loss: 0.0311174 | val_loss: 0.0311685 | Time: 2009.88 ms
[2021-04-26 07:48:18 main:574] : INFO : Epoch 2048 | loss: 0.0311136 | val_loss: 0.0311709 | Time: 2015.56 ms
[2021-04-26 07:48:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709
[2021-04-26 07:48:18 main:603] : INFO : Saving end state to config to file
[2021-04-26 07:48:18 main:608] : INFO : Success, exiting..
07:48:18 (6876): 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)