Task 10808213
| Name | ParityModified-1639954726-21848-2-0_0 |
| Workunit | 8118918 |
| Created | 16 Jan 2022, 2:55:49 UTC |
| Sent | 4 Feb 2022, 0:18:03 UTC |
| Report deadline | 12 Feb 2022, 0:18:03 UTC |
| Received | 4 Feb 2022, 9:35:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 15 min 6 sec |
| CPU time | 1 hours 13 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311276 | val_loss: 0.0311477 | Time: 2020.18 ms
[2022-02-04 01:16:48 main:574] : INFO : Epoch 1543 | loss: 0.0311275 | val_loss: 0.0311567 | Time: 2025.27 ms
[2022-02-04 01:16:50 main:574] : INFO : Epoch 1544 | loss: 0.0311263 | val_loss: 0.0311534 | Time: 2029.81 ms
[2022-02-04 01:16:52 main:574] : INFO : Epoch 1545 | loss: 0.0311248 | val_loss: 0.0311508 | Time: 2013.79 ms
[2022-02-04 01:16:54 main:574] : INFO : Epoch 1546 | loss: 0.0311235 | val_loss: 0.0311541 | Time: 2021.92 ms
[2022-02-04 01:16:56 main:574] : INFO : Epoch 1547 | loss: 0.0311237 | val_loss: 0.0311488 | Time: 2022.22 ms
[2022-02-04 01:16:58 main:574] : INFO : Epoch 1548 | loss: 0.0311252 | val_loss: 0.0311489 | Time: 2019.95 ms
[2022-02-04 01:17:00 main:574] : INFO : Epoch 1549 | loss: 0.0311238 | val_loss: 0.0311497 | Time: 2022.54 ms
[2022-02-04 01:17:02 main:574] : INFO : Epoch 1550 | loss: 0.0311224 | val_loss: 0.0311482 | Time: 2018.94 ms
[2022-02-04 01:17:04 main:574] : INFO : Epoch 1551 | loss: 0.0311221 | val_loss: 0.0311552 | Time: 2021.31 ms
[2022-02-04 01:17:06 main:574] : INFO : Epoch 1552 | loss: 0.0311238 | val_loss: 0.0311519 | Time: 2013.83 ms
[2022-02-04 01:17:08 main:574] : INFO : Epoch 1553 | loss: 0.031133 | val_loss: 0.03115 | Time: 2030.94 ms
[2022-02-04 01:17:10 main:574] : INFO : Epoch 1554 | loss: 0.0311312 | val_loss: 0.0311541 | Time: 2020.93 ms
[2022-02-04 01:17:12 main:574] : INFO : Epoch 1555 | loss: 0.0311308 | val_loss: 0.0311526 | Time: 2020.58 ms
[2022-02-04 01:17:14 main:574] : INFO : Epoch 1556 | loss: 0.031136 | val_loss: 0.0311521 | Time: 2013 ms
[2022-02-04 01:17:16 main:574] : INFO : Epoch 1557 | loss: 0.0311342 | val_loss: 0.0311528 | Time: 2015.59 ms
[2022-02-04 01:17:18 main:574] : INFO : Epoch 1558 | loss: 0.031138 | val_loss: 0.031153 | Time: 2030.53 ms
[2022-02-04 01:17:20 main:574] : INFO : Epoch 1559 | loss: 0.0311355 | val_loss: 0.0311548 | Time: 2031.78 ms
[2022-02-04 01:17:22 main:574] : INFO : Epoch 1560 | loss: 0.0311301 | val_loss: 0.0311524 | Time: 2021.18 ms
[2022-02-04 01:17:24 main:574] : INFO : Epoch 1561 | loss: 0.0311275 | val_loss: 0.0311501 | Time: 2017.16 ms
[2022-02-04 01:17:26 main:574] : INFO : Epoch 1562 | loss: 0.0311281 | val_loss: 0.0311477 | Time: 2018.9 ms
[2022-02-04 01:17:28 main:574] : INFO : Epoch 1563 | loss: 0.0311312 | val_loss: 0.0311505 | Time: 2006.98 ms
[2022-02-04 01:17:30 main:574] : INFO : Epoch 1564 | loss: 0.0311284 | val_loss: 0.0311557 | Time: 2023.09 ms
[2022-02-04 01:17:32 main:574] : INFO : Epoch 1565 | loss: 0.0311269 | val_loss: 0.0311532 | Time: 2012.61 ms
[2022-02-04 01:17:34 main:574] : INFO : Epoch 1566 | loss: 0.0311298 | val_loss: 0.0311532 | Time: 2013.03 ms
[2022-02-04 01:17:36 main:574] : INFO : Epoch 1567 | loss: 0.0311271 | val_loss: 0.031157 | Time: 2021.65 ms
[2022-02-04 01:17:38 main:574] : INFO : Epoch 1568 | loss: 0.0311263 | val_loss: 0.0311501 | Time: 2016.56 ms
[2022-02-04 01:17:40 main:574] : INFO : Epoch 1569 | loss: 0.031124 | val_loss: 0.0311494 | Time: 2011.65 ms
[2022-02-04 01:17:43 main:574] : INFO : Epoch 1570 | loss: 0.0311218 | val_loss: 0.0311532 | Time: 2041.44 ms
[2022-02-04 01:17:45 main:574] : INFO : Epoch 1571 | loss: 0.0311234 | val_loss: 0.0311557 | Time: 2010.19 ms
[2022-02-04 01:17:47 main:574] : INFO : Epoch 1572 | loss: 0.0311221 | val_loss: 0.0311509 | Time: 2030.46 ms
[2022-02-04 01:17:49 main:574] : INFO : Epoch 1573 | loss: 0.0311206 | val_loss: 0.0311545 | Time: 2020.15 ms
[2022-02-04 01:17:51 main:574] : INFO : Epoch 1574 | loss: 0.031122 | val_loss: 0.0311499 | Time: 2015.57 ms
[2022-02-04 01:17:53 main:574] : INFO : Epoch 1575 | loss: 0.0311255 | val_loss: 0.0311535 | Time: 2034.78 ms
[2022-02-04 01:17:55 main:574] : INFO : Epoch 1576 | loss: 0.0311278 | val_loss: 0.0311572 | Time: 2013.12 ms
[2022-02-04 01:17:57 main:574] : INFO : Epoch 1577 | loss: 0.031125 | val_loss: 0.0311547 | Time: 2017.07 ms
[2022-02-04 01:17:59 main:574] : INFO : Epoch 1578 | loss: 0.031125 | val_loss: 0.0311491 | Time: 2014.28 ms
[2022-02-04 01:18:01 main:574] : INFO : Epoch 1579 | loss: 0.0311245 | val_loss: 0.03115 | Time: 2023.43 ms
[2022-02-04 01:18:03 main:574] : INFO : Epoch 1580 | loss: 0.0311241 | val_loss: 0.0311529 | Time: 2037.86 ms
[2022-02-04 01:18:05 main:574] : INFO : Epoch 1581 | loss: 0.0311262 | val_loss: 0.0311558 | Time: 2032.02 ms
[2022-02-04 01:18:07 main:574] : INFO : Epoch 1582 | loss: 0.0311285 | val_loss: 0.0311586 | Time: 2018.79 ms
[2022-02-04 01:18:09 main:574] : INFO : Epoch 1583 | loss: 0.0311246 | val_loss: 0.0311537 | Time: 2024.59 ms
[2022-02-04 01:18:11 main:574] : INFO : Epoch 1584 | loss: 0.0311238 | val_loss: 0.0311568 | Time: 2007.75 ms
[2022-02-04 01:18:13 main:574] : INFO : Epoch 1585 | loss: 0.0311218 | val_loss: 0.0311513 | Time: 2019.19 ms
[2022-02-04 01:18:15 main:574] : INFO : Epoch 1586 | loss: 0.0311229 | val_loss: 0.0311535 | Time: 2016.13 ms
[2022-02-04 01:18:17 main:574] : INFO : Epoch 1587 | loss: 0.0311231 | val_loss: 0.0311527 | Time: 2011.85 ms
[2022-02-04 01:18:19 main:574] : INFO : Epoch 1588 | loss: 0.0311235 | val_loss: 0.0311567 | Time: 2020.52 ms
[2022-02-04 01:18:21 main:574] : INFO : Epoch 1589 | loss: 0.0311225 | val_loss: 0.0311587 | Time: 2021.94 ms
[2022-02-04 01:18:23 main:574] : INFO : Epoch 1590 | loss: 0.0311249 | val_loss: 0.0311522 | Time: 2023.72 ms
[2022-02-04 01:18:25 main:574] : INFO : Epoch 1591 | loss: 0.0311234 | val_loss: 0.0311565 | Time: 2012.93 ms
[2022-02-04 01:18:27 main:574] : INFO : Epoch 1592 | loss: 0.0311213 | val_loss: 0.0311579 | Time: 2020.58 ms
[2022-02-04 01:18:29 main:574] : INFO : Epoch 1593 | loss: 0.031119 | val_loss: 0.031156 | Time: 2033.29 ms
[2022-02-04 01:18:31 main:574] : INFO : Epoch 1594 | loss: 0.0311197 | val_loss: 0.0311587 | Time: 2015.54 ms
[2022-02-04 01:18:33 main:574] : INFO : Epoch 1595 | loss: 0.0311204 | val_loss: 0.0311547 | Time: 2029 ms
[2022-02-04 01:18:35 main:574] : INFO : Epoch 1596 | loss: 0.0311178 | val_loss: 0.0311582 | Time: 2015.77 ms
[2022-02-04 01:18:37 main:574] : INFO : Epoch 1597 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 2018.66 ms
[2022-02-04 01:18:39 main:574] : INFO : Epoch 1598 | loss: 0.0311245 | val_loss: 0.0311612 | Time: 2010.76 ms
[2022-02-04 01:18:42 main:574] : INFO : Epoch 1599 | loss: 0.0311259 | val_loss: 0.0311537 | Time: 2012.38 ms
[2022-02-04 01:18:44 main:574] : INFO : Epoch 1600 | loss: 0.0311224 | val_loss: 0.0311501 | Time: 2014.59 ms
[2022-02-04 01:18:46 main:574] : INFO : Epoch 1601 | loss: 0.0311216 | val_loss: 0.0311548 | Time: 2020.51 ms
[2022-02-04 01:18:48 main:574] : INFO : Epoch 1602 | loss: 0.0311206 | val_loss: 0.0311528 | Time: 2022.07 ms
[2022-02-04 01:18:50 main:574] : INFO : Epoch 1603 | loss: 0.031123 | val_loss: 0.0311527 | Time: 2012.16 ms
[2022-02-04 01:18:52 main:574] : INFO : Epoch 1604 | loss: 0.0311236 | val_loss: 0.0311505 | Time: 2006.81 ms
[2022-02-04 01:18:54 main:574] : INFO : Epoch 1605 | loss: 0.031121 | val_loss: 0.0311553 | Time: 2012.67 ms
[2022-02-04 01:18:56 main:574] : INFO : Epoch 1606 | loss: 0.0311191 | val_loss: 0.0311593 | Time: 2022.89 ms
[2022-02-04 01:18:58 main:574] : INFO : Epoch 1607 | loss: 0.0311213 | val_loss: 0.0311593 | Time: 2031.86 ms
[2022-02-04 01:19:00 main:574] : INFO : Epoch 1608 | loss: 0.0311204 | val_loss: 0.0311616 | Time: 2023.44 ms
[2022-02-04 01:19:02 main:574] : INFO : Epoch 1609 | loss: 0.0311202 | val_loss: 0.0311572 | Time: 2031.43 ms
[2022-02-04 01:19:04 main:574] : INFO : Epoch 1610 | loss: 0.0311248 | val_loss: 0.0311577 | Time: 2025.07 ms
[2022-02-04 01:19:06 main:574] : INFO : Epoch 1611 | loss: 0.0311232 | val_loss: 0.0311577 | Time: 2013.03 ms
[2022-02-04 01:19:08 main:574] : INFO : Epoch 1612 | loss: 0.0311217 | val_loss: 0.031166 | Time: 2011.86 ms
[2022-02-04 01:19:10 main:574] : INFO : Epoch 1613 | loss: 0.0311267 | val_loss: 0.0311563 | Time: 2035.4 ms
[2022-02-04 01:19:12 main:574] : INFO : Epoch 1614 | loss: 0.0311251 | val_loss: 0.0311576 | Time: 2017.4 ms
[2022-02-04 01:19:14 main:574] : INFO : Epoch 1615 | loss: 0.031125 | val_loss: 0.0311609 | Time: 2012.95 ms
[2022-02-04 01:19:16 main:574] : INFO : Epoch 1616 | loss: 0.0311201 | val_loss: 0.031152 | Time: 2018.19 ms
[2022-02-04 01:19:18 main:574] : INFO : Epoch 1617 | loss: 0.0311184 | val_loss: 0.0311561 | Time: 2058.62 ms
[2022-02-04 01:19:20 main:574] : INFO : Epoch 1618 | loss: 0.0311189 | val_loss: 0.0311534 | Time: 2057.35 ms
[2022-02-04 01:19:22 main:574] : INFO : Epoch 1619 | loss: 0.0311199 | val_loss: 0.0311559 | Time: 2051.79 ms
[2022-02-04 01:19:24 main:574] : INFO : Epoch 1620 | loss: 0.031118 | val_loss: 0.0311549 | Time: 2030.62 ms
[2022-02-04 01:19:26 main:574] : INFO : Epoch 1621 | loss: 0.0311169 | val_loss: 0.0311544 | Time: 2017.47 ms
[2022-02-04 01:19:28 main:574] : INFO : Epoch 1622 | loss: 0.0311156 | val_loss: 0.0311521 | Time: 2044.88 ms
[2022-02-04 01:19:31 main:574] : INFO : Epoch 1623 | loss: 0.0311195 | val_loss: 0.0311538 | Time: 2011.78 ms
[2022-02-04 01:19:33 main:574] : INFO : Epoch 1624 | loss: 0.0311191 | val_loss: 0.0311525 | Time: 2024.02 ms
[2022-02-04 01:19:35 main:574] : INFO : Epoch 1625 | loss: 0.0311223 | val_loss: 0.031168 | Time: 2008.67 ms
[2022-02-04 01:19:37 main:574] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311698 | Time: 2013.3 ms
[2022-02-04 01:19:39 main:574] : INFO : Epoch 1627 | loss: 0.0311319 | val_loss: 0.0311557 | Time: 2014.83 ms
[2022-02-04 01:19:41 main:574] : INFO : Epoch 1628 | loss: 0.0311256 | val_loss: 0.0311548 | Time: 2026.9 ms
[2022-02-04 01:19:43 main:574] : INFO : Epoch 1629 | loss: 0.031123 | val_loss: 0.0311553 | Time: 2017.14 ms
[2022-02-04 01:19:45 main:574] : INFO : Epoch 1630 | loss: 0.0311217 | val_loss: 0.0311549 | Time: 2022.87 ms
[2022-02-04 01:19:47 main:574] : INFO : Epoch 1631 | loss: 0.0311211 | val_loss: 0.0311571 | Time: 2013.32 ms
[2022-02-04 01:19:49 main:574] : INFO : Epoch 1632 | loss: 0.0311225 | val_loss: 0.0311611 | Time: 2022.67 ms
[2022-02-04 01:19:51 main:574] : INFO : Epoch 1633 | loss: 0.0311227 | val_loss: 0.0311499 | Time: 2019.03 ms
[2022-02-04 01:19:53 main:574] : INFO : Epoch 1634 | loss: 0.0311194 | val_loss: 0.031154 | Time: 2017.66 ms
[2022-02-04 01:19:55 main:574] : INFO : Epoch 1635 | loss: 0.0311205 | val_loss: 0.0311513 | Time: 2016.77 ms
[2022-02-04 01:19:57 main:574] : INFO : Epoch 1636 | loss: 0.0311188 | val_loss: 0.031163 | Time: 2004.99 ms
[2022-02-04 01:19:59 main:574] : INFO : Epoch 1637 | loss: 0.0311197 | val_loss: 0.031154 | Time: 2018.42 ms
[2022-02-04 01:20:01 main:574] : INFO : Epoch 1638 | loss: 0.0311172 | val_loss: 0.0311547 | Time: 2037.12 ms
[2022-02-04 01:20:03 main:574] : INFO : Epoch 1639 | loss: 0.0311178 | val_loss: 0.0311586 | Time: 2031.73 ms
[2022-02-04 01:20:05 main:574] : INFO : Epoch 1640 | loss: 0.0311161 | val_loss: 0.0311558 | Time: 2020.02 ms
[2022-02-04 01:20:07 main:574] : INFO : Epoch 1641 | loss: 0.0311152 | val_loss: 0.0311553 | Time: 2008.58 ms
[2022-02-04 01:20:09 main:574] : INFO : Epoch 1642 | loss: 0.0311179 | val_loss: 0.0311634 | Time: 2016.25 ms
[2022-02-04 01:20:11 main:574] : INFO : Epoch 1643 | loss: 0.0311173 | val_loss: 0.0311578 | Time: 2015.41 ms
[2022-02-04 01:20:13 main:574] : INFO : Epoch 1644 | loss: 0.0311145 | val_loss: 0.0311548 | Time: 2016.99 ms
[2022-02-04 01:20:15 main:574] : INFO : Epoch 1645 | loss: 0.0311181 | val_loss: 0.0311541 | Time: 2025.36 ms
[2022-02-04 01:20:17 main:574] : INFO : Epoch 1646 | loss: 0.0311326 | val_loss: 0.0311638 | Time: 2025.86 ms
[2022-02-04 01:20:19 main:574] : INFO : Epoch 1647 | loss: 0.0311386 | val_loss: 0.0311522 | Time: 2043.25 ms
[2022-02-04 01:20:21 main:574] : INFO : Epoch 1648 | loss: 0.031129 | val_loss: 0.0311497 | Time: 2024.04 ms
[2022-02-04 01:20:23 main:574] : INFO : Epoch 1649 | loss: 0.0311253 | val_loss: 0.0311537 | Time: 2021.95 ms
[2022-02-04 01:20:25 main:574] : INFO : Epoch 1650 | loss: 0.031122 | val_loss: 0.0311527 | Time: 2011.74 ms
[2022-02-04 01:20:27 main:574] : INFO : Epoch 1651 | loss: 0.0311232 | val_loss: 0.0311555 | Time: 2016.75 ms
[2022-02-04 01:20:29 main:574] : INFO : Epoch 1652 | loss: 0.0311203 | val_loss: 0.031153 | Time: 2007.05 ms
[2022-02-04 01:20:32 main:574] : INFO : Epoch 1653 | loss: 0.031119 | val_loss: 0.0311503 | Time: 2018.15 ms
[2022-02-04 01:20:34 main:574] : INFO : Epoch 1654 | loss: 0.0311371 | val_loss: 0.0311538 | Time: 2035.49 ms
[2022-02-04 01:20:36 main:574] : INFO : Epoch 1655 | loss: 0.0311373 | val_loss: 0.0311518 | Time: 2017.53 ms
[2022-02-04 01:20:38 main:574] : INFO : Epoch 1656 | loss: 0.0311338 | val_loss: 0.0311528 | Time: 2023.37 ms
[2022-02-04 01:20:40 main:574] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311509 | Time: 2016.62 ms
[2022-02-04 01:20:42 main:574] : INFO : Epoch 1658 | loss: 0.0311289 | val_loss: 0.0311516 | Time: 2014.89 ms
[2022-02-04 01:20:44 main:574] : INFO : Epoch 1659 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 2018.72 ms
[2022-02-04 01:20:46 main:574] : INFO : Epoch 1660 | loss: 0.0311283 | val_loss: 0.0311586 | Time: 2006.82 ms
[2022-02-04 01:20:48 main:574] : INFO : Epoch 1661 | loss: 0.0311294 | val_loss: 0.0311551 | Time: 2020.89 ms
[2022-02-04 01:20:50 main:574] : INFO : Epoch 1662 | loss: 0.0311258 | val_loss: 0.0311592 | Time: 2009.99 ms
[2022-02-04 01:20:52 main:574] : INFO : Epoch 1663 | loss: 0.0311274 | val_loss: 0.0311582 | Time: 2013.59 ms
[2022-02-04 01:20:54 main:574] : INFO : Epoch 1664 | loss: 0.0311261 | val_loss: 0.031159 | Time: 2016.29 ms
[2022-02-04 01:20:56 main:574] : INFO : Epoch 1665 | loss: 0.0311284 | val_loss: 0.0311576 | Time: 2015.02 ms
[2022-02-04 01:20:58 main:574] : INFO : Epoch 1666 | loss: 0.0311305 | val_loss: 0.0311592 | Time: 2013.6 ms
[2022-02-04 01:21:00 main:574] : INFO : Epoch 1667 | loss: 0.0311276 | val_loss: 0.0311559 | Time: 2013.16 ms
[2022-02-04 01:21:02 main:574] : INFO : Epoch 1668 | loss: 0.0311247 | val_loss: 0.0311576 | Time: 2017.54 ms
[2022-02-04 01:21:04 main:574] : INFO : Epoch 1669 | loss: 0.0311233 | val_loss: 0.0311557 | Time: 2021.72 ms
[2022-02-04 01:21:06 main:574] : INFO : Epoch 1670 | loss: 0.0311237 | val_loss: 0.0311526 | Time: 2013.72 ms
[2022-02-04 01:21:08 main:574] : INFO : Epoch 1671 | loss: 0.0311233 | val_loss: 0.031155 | Time: 2012.26 ms
[2022-02-04 01:21:10 main:574] : INFO : Epoch 1672 | loss: 0.0311226 | val_loss: 0.0311536 | Time: 2014.25 ms
[2022-02-04 01:21:12 main:574] : INFO : Epoch 1673 | loss: 0.0311234 | val_loss: 0.0311548 | Time: 2020.49 ms
[2022-02-04 01:21:14 main:574] : INFO : Epoch 1674 | loss: 0.0311218 | val_loss: 0.0311528 | Time: 2011.95 ms
[2022-02-04 01:21:16 main:574] : INFO : Epoch 1675 | loss: 0.031122 | val_loss: 0.031152 | Time: 2016.2 ms
[2022-02-04 01:21:18 main:574] : INFO : Epoch 1676 | loss: 0.0311215 | val_loss: 0.0311577 | Time: 2011.1 ms
[2022-02-04 01:21:20 main:574] : INFO : Epoch 1677 | loss: 0.0311222 | val_loss: 0.0311635 | Time: 2015.55 ms
[2022-02-04 01:21:22 main:574] : INFO : Epoch 1678 | loss: 0.0311211 | val_loss: 0.0311571 | Time: 2016.42 ms
[2022-02-04 01:21:24 main:574] : INFO : Epoch 1679 | loss: 0.0311209 | val_loss: 0.0311582 | Time: 2026.31 ms
[2022-02-04 01:21:26 main:574] : INFO : Epoch 1680 | loss: 0.0311227 | val_loss: 0.0311552 | Time: 2023.79 ms
[2022-02-04 01:21:28 main:574] : INFO : Epoch 1681 | loss: 0.0311224 | val_loss: 0.0311547 | Time: 2013.87 ms
[2022-02-04 01:21:30 main:574] : INFO : Epoch 1682 | loss: 0.0311187 | val_loss: 0.0311552 | Time: 2020.93 ms
[2022-02-04 01:21:32 main:574] : INFO : Epoch 1683 | loss: 0.0311191 | val_loss: 0.0311583 | Time: 2026.83 ms
[2022-02-04 01:21:34 main:574] : INFO : Epoch 1684 | loss: 0.031119 | val_loss: 0.0311527 | Time: 2021.15 ms
[2022-02-04 01:21:37 main:574] : INFO : Epoch 1685 | loss: 0.0311202 | val_loss: 0.0311568 | Time: 2034.64 ms
[2022-02-04 01:21:39 main:574] : INFO : Epoch 1686 | loss: 0.0311213 | val_loss: 0.0311535 | Time: 2015.18 ms
[2022-02-04 01:21:41 main:574] : INFO : Epoch 1687 | loss: 0.0311202 | val_loss: 0.0311573 | Time: 2014.12 ms
[2022-02-04 01:21:43 main:574] : INFO : Epoch 1688 | loss: 0.0311232 | val_loss: 0.0311553 | Time: 2017.05 ms
[2022-02-04 01:21:45 main:574] : INFO : Epoch 1689 | loss: 0.0311246 | val_loss: 0.0311526 | Time: 2008.48 ms
[2022-02-04 01:21:47 main:574] : INFO : Epoch 1690 | loss: 0.0311233 | val_loss: 0.0311541 | Time: 2005.34 ms
[2022-02-04 01:21:49 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311528 | Time: 2018.68 ms
[2022-02-04 01:21:51 main:574] : INFO : Epoch 1692 | loss: 0.0311245 | val_loss: 0.0311531 | Time: 2046.42 ms
[2022-02-04 01:21:53 main:574] : INFO : Epoch 1693 | loss: 0.0311259 | val_loss: 0.0311608 | Time: 2015.78 ms
[2022-02-04 01:21:55 main:574] : INFO : Epoch 1694 | loss: 0.0311237 | val_loss: 0.0311581 | Time: 2015.01 ms
[2022-02-04 01:21:57 main:574] : INFO : Epoch 1695 | loss: 0.0311213 | val_loss: 0.0311564 | Time: 2019.82 ms
[2022-02-04 01:21:59 main:574] : INFO : Epoch 1696 | loss: 0.0311228 | val_loss: 0.0311605 | Time: 2028.62 ms
[2022-02-04 01:22:01 main:574] : INFO : Epoch 1697 | loss: 0.0311214 | val_loss: 0.0311556 | Time: 2011.12 ms
[2022-02-04 01:22:03 main:574] : INFO : Epoch 1698 | loss: 0.0311247 | val_loss: 0.0311554 | Time: 2005.01 ms
[2022-02-04 01:22:05 main:574] : INFO : Epoch 1699 | loss: 0.0311229 | val_loss: 0.0311566 | Time: 2020.68 ms
[2022-02-04 01:22:07 main:574] : INFO : Epoch 1700 | loss: 0.0311228 | val_loss: 0.0311533 | Time: 2017.08 ms
[2022-02-04 01:22:09 main:574] : INFO : Epoch 1701 | loss: 0.0311215 | val_loss: 0.031153 | Time: 2005.39 ms
[2022-02-04 01:22:11 main:574] : INFO : Epoch 1702 | loss: 0.031123 | val_loss: 0.0311565 | Time: 2010.64 ms
[2022-02-04 01:22:13 main:574] : INFO : Epoch 1703 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 2017.67 ms
[2022-02-04 01:22:15 main:574] : INFO : Epoch 1704 | loss: 0.0311337 | val_loss: 0.0311529 | Time: 2018.73 ms
[2022-02-04 01:22:17 main:574] : INFO : Epoch 1705 | loss: 0.03113 | val_loss: 0.0311593 | Time: 2014.37 ms
[2022-02-04 01:22:19 main:574] : INFO : Epoch 1706 | loss: 0.0311281 | val_loss: 0.0311558 | Time: 2019.8 ms
[2022-02-04 01:22:21 main:574] : INFO : Epoch 1707 | loss: 0.0311303 | val_loss: 0.0311589 | Time: 2016.26 ms
[2022-02-04 01:22:23 main:574] : INFO : Epoch 1708 | loss: 0.0311322 | val_loss: 0.0311524 | Time: 2030.81 ms
[2022-02-04 01:22:25 main:574] : INFO : Epoch 1709 | loss: 0.0311305 | val_loss: 0.0311554 | Time: 2021.32 ms
[2022-02-04 01:22:27 main:574] : INFO : Epoch 1710 | loss: 0.031128 | val_loss: 0.0311535 | Time: 2018.53 ms
[2022-02-04 01:22:29 main:574] : INFO : Epoch 1711 | loss: 0.0311272 | val_loss: 0.0311541 | Time: 2026.01 ms
[2022-02-04 01:22:31 main:574] : INFO : Epoch 1712 | loss: 0.0311275 | val_loss: 0.0311533 | Time: 2019.9 ms
[2022-02-04 01:22:34 main:574] : INFO : Epoch 1713 | loss: 0.0311246 | val_loss: 0.0311541 | Time: 2011.91 ms
[2022-02-04 01:22:36 main:574] : INFO : Epoch 1714 | loss: 0.0311242 | val_loss: 0.0311531 | Time: 2015.58 ms
[2022-02-04 01:22:38 main:574] : INFO : Epoch 1715 | loss: 0.0311253 | val_loss: 0.0311571 | Time: 2020.56 ms
[2022-02-04 01:22:40 main:574] : INFO : Epoch 1716 | loss: 0.0311261 | val_loss: 0.0311531 | Time: 2013.44 ms
[2022-02-04 01:22:42 main:574] : INFO : Epoch 1717 | loss: 0.0311243 | val_loss: 0.03115 | Time: 2022.84 ms
[2022-02-04 01:22:44 main:574] : INFO : Epoch 1718 | loss: 0.0311242 | val_loss: 0.0311494 | Time: 2014.88 ms
[2022-02-04 01:22:46 main:574] : INFO : Epoch 1719 | loss: 0.0311246 | val_loss: 0.0311507 | Time: 2032.52 ms
[2022-02-04 01:22:48 main:574] : INFO : Epoch 1720 | loss: 0.0311252 | val_loss: 0.0311498 | Time: 2011.16 ms
[2022-02-04 01:22:50 main:574] : INFO : Epoch 1721 | loss: 0.0311256 | val_loss: 0.0311535 | Time: 2020.55 ms
[2022-02-04 01:22:52 main:574] : INFO : Epoch 1722 | loss: 0.0311251 | val_loss: 0.0311515 | Time: 2006.66 ms
[2022-02-04 01:22:54 main:574] : INFO : Epoch 1723 | loss: 0.0311242 | val_loss: 0.0311519 | Time: 2035.56 ms
[2022-02-04 01:22:56 main:574] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311546 | Time: 2009.96 ms
[2022-02-04 01:22:58 main:574] : INFO : Epoch 1725 | loss: 0.0311217 | val_loss: 0.0311485 | Time: 2027.46 ms
[2022-02-04 01:23:00 main:574] : INFO : Epoch 1726 | loss: 0.0311265 | val_loss: 0.031155 | Time: 2017.49 ms
[2022-02-04 01:23:02 main:574] : INFO : Epoch 1727 | loss: 0.0311286 | val_loss: 0.031154 | Time: 2016.82 ms
[2022-02-04 01:23:04 main:574] : INFO : Epoch 1728 | loss: 0.0311287 | val_loss: 0.0311553 | Time: 2027.27 ms
[2022-02-04 01:23:06 main:574] : INFO : Epoch 1729 | loss: 0.031127 | val_loss: 0.0311596 | Time: 2010.87 ms
[2022-02-04 01:23:08 main:574] : INFO : Epoch 1730 | loss: 0.0311251 | val_loss: 0.031156 | Time: 2057.13 ms
[2022-02-04 01:23:10 main:574] : INFO : Epoch 1731 | loss: 0.0311248 | val_loss: 0.0311542 | Time: 2011.57 ms
[2022-02-04 01:23:12 main:574] : INFO : Epoch 1732 | loss: 0.031123 | val_loss: 0.0311558 | Time: 2015.63 ms
[2022-02-04 01:23:14 main:574] : INFO : Epoch 1733 | loss: 0.0311222 | val_loss: 0.0311502 | Time: 2029.2 ms
[2022-02-04 01:23:16 main:574] : INFO : Epoch 1734 | loss: 0.0311217 | val_loss: 0.0311547 | Time: 2015.33 ms
[2022-02-04 01:23:18 main:574] : INFO : Epoch 1735 | loss: 0.0311217 | val_loss: 0.031154 | Time: 2012.98 ms
[2022-02-04 01:23:20 main:574] : INFO : Epoch 1736 | loss: 0.0311216 | val_loss: 0.0311577 | Time: 2030.03 ms
[2022-02-04 01:23:22 main:574] : INFO : Epoch 1737 | loss: 0.0311268 | val_loss: 0.0311624 | Time: 2023.45 ms
[2022-02-04 01:23:24 main:574] : INFO : Epoch 1738 | loss: 0.0311258 | val_loss: 0.0311539 | Time: 2011.27 ms
[2022-02-04 01:23:26 main:574] : INFO : Epoch 1739 | loss: 0.0311266 | val_loss: 0.031155 | Time: 2030.24 ms
[2022-02-04 01:23:29 main:574] : INFO : Epoch 1740 | loss: 0.0311232 | val_loss: 0.0311547 | Time: 2013.87 ms
[2022-02-04 01:23:31 main:574] : INFO : Epoch 1741 | loss: 0.0311227 | val_loss: 0.0311576 | Time: 2016.08 ms
[2022-02-04 01:23:33 main:574] : INFO : Epoch 1742 | loss: 0.0311246 | val_loss: 0.0311504 | Time: 2024.39 ms
[2022-02-04 01:23:35 main:574] : INFO : Epoch 1743 | loss: 0.0311246 | val_loss: 0.0311525 | Time: 2015.92 ms
[2022-02-04 01:23:37 main:574] : INFO : Epoch 1744 | loss: 0.0311237 | val_loss: 0.0311539 | Time: 2010.96 ms
[2022-02-04 01:23:39 main:574] : INFO : Epoch 1745 | loss: 0.0311315 | val_loss: 0.03116 | Time: 2018.25 ms
[2022-02-04 01:23:41 main:574] : INFO : Epoch 1746 | loss: 0.0311234 | val_loss: 0.0311513 | Time: 2024.1 ms
[2022-02-04 01:23:43 main:574] : INFO : Epoch 1747 | loss: 0.0311225 | val_loss: 0.0311596 | Time: 2018.23 ms
[2022-02-04 01:23:45 main:574] : INFO : Epoch 1748 | loss: 0.0311219 | val_loss: 0.0311601 | Time: 2024.36 ms
[2022-02-04 01:23:47 main:574] : INFO : Epoch 1749 | loss: 0.0311198 | val_loss: 0.0311559 | Time: 2022.29 ms
[2022-02-04 01:23:49 main:574] : INFO : Epoch 1750 | loss: 0.0311198 | val_loss: 0.031155 | Time: 2019.65 ms
[2022-02-04 01:23:51 main:574] : INFO : Epoch 1751 | loss: 0.0311198 | val_loss: 0.0311525 | Time: 2023.98 ms
[2022-02-04 01:23:53 main:574] : INFO : Epoch 1752 | loss: 0.0311236 | val_loss: 0.0311628 | Time: 2023.67 ms
[2022-02-04 01:23:55 main:574] : INFO : Epoch 1753 | loss: 0.031125 | val_loss: 0.0311637 | Time: 2012.4 ms
[2022-02-04 01:23:57 main:574] : INFO : Epoch 1754 | loss: 0.0311232 | val_loss: 0.0311522 | Time: 2015.67 ms
[2022-02-04 01:23:59 main:574] : INFO : Epoch 1755 | loss: 0.0311224 | val_loss: 0.0311534 | Time: 2010.46 ms
[2022-02-04 01:24:01 main:574] : INFO : Epoch 1756 | loss: 0.0311225 | val_loss: 0.0311521 | Time: 2025.71 ms
[2022-02-04 01:24:03 main:574] : INFO : Epoch 1757 | loss: 0.0311211 | val_loss: 0.0311543 | Time: 2011.04 ms
[2022-02-04 01:24:05 main:574] : INFO : Epoch 1758 | loss: 0.03112 | val_loss: 0.0311542 | Time: 2025.77 ms
[2022-02-04 01:24:07 main:574] : INFO : Epoch 1759 | loss: 0.0311198 | val_loss: 0.0311614 | Time: 2041.11 ms
[2022-02-04 01:24:09 main:574] : INFO : Epoch 1760 | loss: 0.0311187 | val_loss: 0.0311595 | Time: 2015.59 ms
[2022-02-04 01:24:11 main:574] : INFO : Epoch 1761 | loss: 0.0311179 | val_loss: 0.031157 | Time: 2017.81 ms
[2022-02-04 01:24:13 main:574] : INFO : Epoch 1762 | loss: 0.0311182 | val_loss: 0.0311573 | Time: 2018.35 ms
[2022-02-04 01:24:15 main:574] : INFO : Epoch 1763 | loss: 0.0311308 | val_loss: 0.0311676 | Time: 2016.21 ms
[2022-02-04 01:24:17 main:574] : INFO : Epoch 1764 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 2041.3 ms
[2022-02-04 01:24:19 main:574] : INFO : Epoch 1765 | loss: 0.0311517 | val_loss: 0.0311569 | Time: 2027.2 ms
[2022-02-04 01:24:21 main:574] : INFO : Epoch 1766 | loss: 0.0311469 | val_loss: 0.0311547 | Time: 2028.7 ms
[2022-02-04 01:24:23 main:574] : INFO : Epoch 1767 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 2012.88 ms
[2022-02-04 01:24:25 main:574] : INFO : Epoch 1768 | loss: 0.0311403 | val_loss: 0.0311509 | Time: 2011.26 ms
[2022-02-04 01:24:27 main:574] : INFO : Epoch 1769 | loss: 0.0311363 | val_loss: 0.031153 | Time: 2019.74 ms
[2022-02-04 01:24:30 main:574] : INFO : Epoch 1770 | loss: 0.0311377 | val_loss: 0.0311519 | Time: 2011.58 ms
[2022-02-04 01:24:32 main:574] : INFO : Epoch 1771 | loss: 0.0311376 | val_loss: 0.0311535 | Time: 2007.53 ms
[2022-02-04 01:24:34 main:574] : INFO : Epoch 1772 | loss: 0.0311351 | val_loss: 0.0311512 | Time: 2020.16 ms
[2022-02-04 01:24:36 main:574] : INFO : Epoch 1773 | loss: 0.031133 | val_loss: 0.0311558 | Time: 2023.1 ms
[2022-02-04 01:24:38 main:574] : INFO : Epoch 1774 | loss: 0.0311303 | val_loss: 0.0311541 | Time: 2012.06 ms
[2022-02-04 01:24:40 main:574] : INFO : Epoch 1775 | loss: 0.0311288 | val_loss: 0.0311577 | Time: 2014.25 ms
[2022-02-04 01:24:42 main:574] : INFO : Epoch 1776 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 2015.21 ms
[2022-02-04 01:24:44 main:574] : INFO : Epoch 1777 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 2033.66 ms
[2022-02-04 01:24:46 main:574] : INFO : Epoch 1778 | loss: 0.0311257 | val_loss: 0.0311543 | Time: 2006.53 ms
[2022-02-04 01:24:48 main:574] : INFO : Epoch 1779 | loss: 0.0311256 | val_loss: 0.0311575 | Time: 2014.15 ms
[2022-02-04 01:24:50 main:574] : INFO : Epoch 1780 | loss: 0.0311346 | val_loss: 0.0311556 | Time: 2020.54 ms
[2022-02-04 01:24:52 main:574] : INFO : Epoch 1781 | loss: 0.0311314 | val_loss: 0.031153 | Time: 2017.23 ms
[2022-02-04 01:24:54 main:574] : INFO : Epoch 1782 | loss: 0.0311295 | val_loss: 0.0311536 | Time: 2027.76 ms
[2022-02-04 01:24:56 main:574] : INFO : Epoch 1783 | loss: 0.0311288 | val_loss: 0.0311626 | Time: 2028.46 ms
[2022-02-04 01:24:58 main:574] : INFO : Epoch 1784 | loss: 0.0311288 | val_loss: 0.0311535 | Time: 2022.17 ms
[2022-02-04 01:25:00 main:574] : INFO : Epoch 1785 | loss: 0.0311258 | val_loss: 0.0311549 | Time: 2012.98 ms
[2022-02-04 01:25:02 main:574] : INFO : Epoch 1786 | loss: 0.0311235 | val_loss: 0.0311557 | Time: 2008.19 ms
[2022-02-04 01:25:04 main:574] : INFO : Epoch 1787 | loss: 0.0311406 | val_loss: 0.0311671 | Time: 2032.96 ms
[2022-02-04 01:25:06 main:574] : INFO : Epoch 1788 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 2021.67 ms
[2022-02-04 01:25:08 main:574] : INFO : Epoch 1789 | loss: 0.0311392 | val_loss: 0.0311601 | Time: 2020.16 ms
[2022-02-04 01:25:10 main:574] : INFO : Epoch 1790 | loss: 0.0311354 | val_loss: 0.0311608 | Time: 2012.65 ms
[2022-02-04 01:25:12 main:574] : INFO : Epoch 1791 | loss: 0.0311329 | val_loss: 0.0311625 | Time: 2027.56 ms
[2022-02-04 01:25:14 main:574] : INFO : Epoch 1792 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 2015.54 ms
[2022-02-04 01:25:16 main:574] : INFO : Epoch 1793 | loss: 0.0311322 | val_loss: 0.0311592 | Time: 2025.18 ms
[2022-02-04 01:25:18 main:574] : INFO : Epoch 1794 | loss: 0.0311266 | val_loss: 0.0311533 | Time: 2018.2 ms
[2022-02-04 01:25:20 main:574] : INFO : Epoch 1795 | loss: 0.0311245 | val_loss: 0.0311551 | Time: 2036.04 ms
[2022-02-04 01:25:22 main:574] : INFO : Epoch 1796 | loss: 0.031128 | val_loss: 0.0311555 | Time: 2028.85 ms
[2022-02-04 01:25:24 main:574] : INFO : Epoch 1797 | loss: 0.031126 | val_loss: 0.0311508 | Time: 2009.12 ms
[2022-02-04 01:25:26 main:574] : INFO : Epoch 1798 | loss: 0.0311263 | val_loss: 0.0311532 | Time: 2036.04 ms
[2022-02-04 01:25:28 main:574] : INFO : Epoch 1799 | loss: 0.0311257 | val_loss: 0.0311542 | Time: 2024.83 ms
[2022-02-04 01:25:31 main:574] : INFO : Epoch 1800 | loss: 0.0311263 | val_loss: 0.0311582 | Time: 2027.59 ms
[2022-02-04 01:25:33 main:574] : INFO : Epoch 1801 | loss: 0.0311242 | val_loss: 0.0311536 | Time: 2021.82 ms
[2022-02-04 01:25:35 main:574] : INFO : Epoch 1802 | loss: 0.0311239 | val_loss: 0.0311485 | Time: 2011.43 ms
[2022-02-04 01:25:37 main:574] : INFO : Epoch 1803 | loss: 0.0311226 | val_loss: 0.0311549 | Time: 2020.72 ms
[2022-02-04 01:25:39 main:574] : INFO : Epoch 1804 | loss: 0.0311215 | val_loss: 0.0311579 | Time: 2016.03 ms
[2022-02-04 01:25:41 main:574] : INFO : Epoch 1805 | loss: 0.0311211 | val_loss: 0.0311599 | Time: 2014.68 ms
[2022-02-04 01:25:43 main:574] : INFO : Epoch 1806 | loss: 0.0311209 | val_loss: 0.0311541 | Time: 2023.97 ms
[2022-02-04 01:25:45 main:574] : INFO : Epoch 1807 | loss: 0.0311235 | val_loss: 0.0311488 | Time: 2026.94 ms
[2022-02-04 01:25:47 main:574] : INFO : Epoch 1808 | loss: 0.0311245 | val_loss: 0.0311591 | Time: 2013.58 ms
[2022-02-04 01:25:49 main:574] : INFO : Epoch 1809 | loss: 0.0311232 | val_loss: 0.031149 | Time: 2019.67 ms
[2022-02-04 01:25:51 main:574] : INFO : Epoch 1810 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 2021.31 ms
[2022-02-04 01:25:53 main:574] : INFO : Epoch 1811 | loss: 0.031123 | val_loss: 0.0311519 | Time: 2026.86 ms
[2022-02-04 01:25:55 main:574] : INFO : Epoch 1812 | loss: 0.0311235 | val_loss: 0.0311581 | Time: 2020.07 ms
[2022-02-04 01:25:57 main:574] : INFO : Epoch 1813 | loss: 0.0311235 | val_loss: 0.031148 | Time: 2020.61 ms
[2022-02-04 01:25:59 main:574] : INFO : Epoch 1814 | loss: 0.0311206 | val_loss: 0.0311563 | Time: 2012.28 ms
[2022-02-04 01:26:01 main:574] : INFO : Epoch 1815 | loss: 0.0311197 | val_loss: 0.0311577 | Time: 2018.99 ms
[2022-02-04 01:26:03 main:574] : INFO : Epoch 1816 | loss: 0.031121 | val_loss: 0.0311481 | Time: 2024.35 ms
[2022-02-04 01:26:05 main:574] : INFO : Epoch 1817 | loss: 0.0311199 | val_loss: 0.0311615 | Time: 2017.31 ms
[2022-02-04 01:26:07 main:574] : INFO : Epoch 1818 | loss: 0.0311193 | val_loss: 0.0311544 | Time: 2023.96 ms
[2022-02-04 01:26:09 main:574] : INFO : Epoch 1819 | loss: 0.0311178 | val_loss: 0.0311568 | Time: 2020.67 ms
[2022-02-04 01:26:11 main:574] : INFO : Epoch 1820 | loss: 0.0311168 | val_loss: 0.0311548 | Time: 2026.96 ms
[2022-02-04 01:26:13 main:574] : INFO : Epoch 1821 | loss: 0.0311195 | val_loss: 0.0311577 | Time: 2028.56 ms
[2022-02-04 01:26:15 main:574] : INFO : Epoch 1822 | loss: 0.0311164 | val_loss: 0.03116 | Time: 2017.04 ms
[2022-02-04 01:26:17 main:574] : INFO : Epoch 1823 | loss: 0.0311178 | val_loss: 0.0311542 | Time: 2015.57 ms
[2022-02-04 01:26:19 main:574] : INFO : Epoch 1824 | loss: 0.0311179 | val_loss: 0.031158 | Time: 2016.16 ms
[2022-02-04 01:26:21 main:574] : INFO : Epoch 1825 | loss: 0.0311261 | val_loss: 0.0311588 | Time: 2012.35 ms
[2022-02-04 01:26:23 main:574] : INFO : Epoch 1826 | loss: 0.031124 | val_loss: 0.0311541 | Time: 2017.76 ms
[2022-02-04 01:26:25 main:574] : INFO : Epoch 1827 | loss: 0.0311199 | val_loss: 0.0311502 | Time: 2013.25 ms
[2022-02-04 01:26:27 main:574] : INFO : Epoch 1828 | loss: 0.0311171 | val_loss: 0.031155 | Time: 2021.31 ms
[2022-02-04 01:26:29 main:574] : INFO : Epoch 1829 | loss: 0.0311167 | val_loss: 0.0311576 | Time: 2011.3 ms
[2022-02-04 01:26:32 main:574] : INFO : Epoch 1830 | loss: 0.031117 | val_loss: 0.0311626 | Time: 2023.49 ms
[2022-02-04 01:26:34 main:574] : INFO : Epoch 1831 | loss: 0.0311152 | val_loss: 0.0311617 | Time: 2003.42 ms
[2022-02-04 01:26:36 main:574] : INFO : Epoch 1832 | loss: 0.0311145 | val_loss: 0.0311625 | Time: 2015.18 ms
[2022-02-04 01:26:38 main:574] : INFO : Epoch 1833 | loss: 0.031116 | val_loss: 0.0311575 | Time: 2013.01 ms
[2022-02-04 01:26:40 main:574] : INFO : Epoch 1834 | loss: 0.0311161 | val_loss: 0.0311536 | Time: 2022.98 ms
[2022-02-04 01:26:42 main:574] : INFO : Epoch 1835 | loss: 0.031116 | val_loss: 0.03115 | Time: 2019.32 ms
[2022-02-04 01:26:44 main:574] : INFO : Epoch 1836 | loss: 0.031115 | val_loss: 0.0311616 | Time: 2018.85 ms
[2022-02-04 01:26:46 main:574] : INFO : Epoch 1837 | loss: 0.0311152 | val_loss: 0.0311539 | Time: 2019.55 ms
[2022-02-04 01:26:48 main:574] : INFO : Epoch 1838 | loss: 0.0311127 | val_loss: 0.0311578 | Time: 2013.97 ms
[2022-02-04 01:26:50 main:574] : INFO : Epoch 1839 | loss: 0.0311146 | val_loss: 0.0311645 | Time: 2022.18 ms
[2022-02-04 01:26:52 main:574] : INFO : Epoch 1840 | loss: 0.0311182 | val_loss: 0.0311563 | Time: 2021.6 ms
[2022-02-04 01:26:54 main:574] : INFO : Epoch 1841 | loss: 0.0311152 | val_loss: 0.0311592 | Time: 2009.95 ms
[2022-02-04 01:26:56 main:574] : INFO : Epoch 1842 | loss: 0.0311158 | val_loss: 0.031162 | Time: 2014.97 ms
[2022-02-04 01:26:58 main:574] : INFO : Epoch 1843 | loss: 0.0311142 | val_loss: 0.0311511 | Time: 2014.32 ms
[2022-02-04 01:27:00 main:574] : INFO : Epoch 1844 | loss: 0.0311164 | val_loss: 0.0311565 | Time: 2019.01 ms
[2022-02-04 01:27:02 main:574] : INFO : Epoch 1845 | loss: 0.0311173 | val_loss: 0.0311567 | Time: 2032.9 ms
[2022-02-04 01:27:04 main:574] : INFO : Epoch 1846 | loss: 0.0311157 | val_loss: 0.0311527 | Time: 2011.99 ms
[2022-02-04 01:27:06 main:574] : INFO : Epoch 1847 | loss: 0.0311137 | val_loss: 0.0311576 | Time: 2012.67 ms
[2022-02-04 01:27:08 main:574] : INFO : Epoch 1848 | loss: 0.0311181 | val_loss: 0.0311728 | Time: 2009.74 ms
[2022-02-04 01:27:10 main:574] : INFO : Epoch 1849 | loss: 0.0311168 | val_loss: 0.0311568 | Time: 2025.36 ms
[2022-02-04 01:27:12 main:574] : INFO : Epoch 1850 | loss: 0.0311142 | val_loss: 0.0311585 | Time: 2023.28 ms
[2022-02-04 01:27:14 main:574] : INFO : Epoch 1851 | loss: 0.0311161 | val_loss: 0.031159 | Time: 2023.62 ms
[2022-02-04 01:27:16 main:574] : INFO : Epoch 1852 | loss: 0.0311143 | val_loss: 0.0311616 | Time: 2033.3 ms
[2022-02-04 01:27:18 main:574] : INFO : Epoch 1853 | loss: 0.0311139 | val_loss: 0.0311617 | Time: 2026.14 ms
[2022-02-04 01:27:20 main:574] : INFO : Epoch 1854 | loss: 0.0311103 | val_loss: 0.0311593 | Time: 2032.34 ms
[2022-02-04 01:27:22 main:574] : INFO : Epoch 1855 | loss: 0.0311088 | val_loss: 0.0311596 | Time: 2019.42 ms
[2022-02-04 01:27:24 main:574] : INFO : Epoch 1856 | loss: 0.0311156 | val_loss: 0.031149 | Time: 2027.85 ms
[2022-02-04 01:27:26 main:574] : INFO : Epoch 1857 | loss: 0.0311199 | val_loss: 0.0311544 | Time: 2015.83 ms
[2022-02-04 01:27:29 main:574] : INFO : Epoch 1858 | loss: 0.0311184 | val_loss: 0.0311517 | Time: 2017.48 ms
[2022-02-04 01:27:31 main:574] : INFO : Epoch 1859 | loss: 0.0311154 | val_loss: 0.0311518 | Time: 2011.52 ms
[2022-02-04 01:27:33 main:574] : INFO : Epoch 1860 | loss: 0.0311196 | val_loss: 0.0311578 | Time: 2018.03 ms
[2022-02-04 01:27:35 main:574] : INFO : Epoch 1861 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 2011.25 ms
[2022-02-04 01:27:37 main:574] : INFO : Epoch 1862 | loss: 0.0311389 | val_loss: 0.0311545 | Time: 2014.36 ms
[2022-02-04 01:27:39 main:574] : INFO : Epoch 1863 | loss: 0.0311339 | val_loss: 0.0311585 | Time: 2020.16 ms
[2022-02-04 01:27:41 main:574] : INFO : Epoch 1864 | loss: 0.0311322 | val_loss: 0.0311526 | Time: 2020.97 ms
[2022-02-04 01:27:43 main:574] : INFO : Epoch 1865 | loss: 0.0311282 | val_loss: 0.0311504 | Time: 2025.59 ms
[2022-02-04 01:27:45 main:574] : INFO : Epoch 1866 | loss: 0.0311271 | val_loss: 0.031151 | Time: 2035.59 ms
[2022-02-04 01:27:47 main:574] : INFO : Epoch 1867 | loss: 0.031129 | val_loss: 0.0311554 | Time: 2022.14 ms
[2022-02-04 01:27:49 main:574] : INFO : Epoch 1868 | loss: 0.0311252 | val_loss: 0.0311567 | Time: 2028.19 ms
[2022-02-04 01:27:51 main:574] : INFO : Epoch 1869 | loss: 0.0311247 | val_loss: 0.0311531 | Time: 2024.3 ms
[2022-02-04 01:27:53 main:574] : INFO : Epoch 1870 | loss: 0.0311225 | val_loss: 0.0311572 | Time: 2028.06 ms
[2022-02-04 01:27:55 main:574] : INFO : Epoch 1871 | loss: 0.0311219 | val_loss: 0.0311548 | Time: 2017.54 ms
[2022-02-04 01:27:57 main:574] : INFO : Epoch 1872 | loss: 0.0311227 | val_loss: 0.0311569 | Time: 2009.64 ms
[2022-02-04 01:27:59 main:574] : INFO : Epoch 1873 | loss: 0.0311213 | val_loss: 0.0311561 | Time: 2011.02 ms
[2022-02-04 01:28:01 main:574] : INFO : Epoch 1874 | loss: 0.0311211 | val_loss: 0.0311594 | Time: 2027.85 ms
[2022-02-04 01:28:03 main:574] : INFO : Epoch 1875 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 2014.24 ms
[2022-02-04 01:28:05 main:574] : INFO : Epoch 1876 | loss: 0.0311243 | val_loss: 0.0311592 | Time: 2015.67 ms
[2022-02-04 01:28:07 main:574] : INFO : Epoch 1877 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 2024.22 ms
[2022-02-04 01:28:09 main:574] : INFO : Epoch 1878 | loss: 0.031138 | val_loss: 0.031162 | Time: 2020.8 ms
[2022-02-04 01:28:11 main:574] : INFO : Epoch 1879 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 2026.39 ms
[2022-02-04 01:28:13 main:574] : INFO : Epoch 1880 | loss: 0.0311385 | val_loss: 0.0311583 | Time: 2023.46 ms
[2022-02-04 01:28:15 main:574] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311565 | Time: 2018.37 ms
[2022-02-04 01:28:17 main:574] : INFO : Epoch 1882 | loss: 0.0311344 | val_loss: 0.0311594 | Time: 2017.8 ms
[2022-02-04 01:28:19 main:574] : INFO : Epoch 1883 | loss: 0.0311332 | val_loss: 0.0311583 | Time: 2022.34 ms
[2022-02-04 01:28:21 main:574] : INFO : Epoch 1884 | loss: 0.0311328 | val_loss: 0.0311566 | Time: 2015.46 ms
[2022-02-04 01:28:23 main:574] : INFO : Epoch 1885 | loss: 0.0311365 | val_loss: 0.0311646 | Time: 2019.85 ms
[2022-02-04 01:28:26 main:574] : INFO : Epoch 1886 | loss: 0.0311334 | val_loss: 0.0311592 | Time: 2020.06 ms
[2022-02-04 01:28:28 main:574] : INFO : Epoch 1887 | loss: 0.0311285 | val_loss: 0.0311587 | Time: 2012.8 ms
[2022-02-04 01:28:30 main:574] : INFO : Epoch 1888 | loss: 0.0311283 | val_loss: 0.0311599 | Time: 2014.61 ms
[2022-02-04 01:28:32 main:574] : INFO : Epoch 1889 | loss: 0.031134 | val_loss: 0.0311615 | Time: 2027.51 ms
[2022-02-04 01:28:34 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311533 | Time: 2022.38 ms
[2022-02-04 01:28:36 main:574] : INFO : Epoch 1891 | loss: 0.0311275 | val_loss: 0.0311562 | Time: 2023.2 ms
[2022-02-04 01:28:38 main:574] : INFO : Epoch 1892 | loss: 0.0311281 | val_loss: 0.031162 | Time: 2015.95 ms
[2022-02-04 01:28:40 main:574] : INFO : Epoch 1893 | loss: 0.0311262 | val_loss: 0.0311549 | Time: 2019.92 ms
[2022-02-04 01:28:42 main:574] : INFO : Epoch 1894 | loss: 0.0311251 | val_loss: 0.0311562 | Time: 2029.33 ms
[2022-02-04 01:28:44 main:574] : INFO : Epoch 1895 | loss: 0.0311264 | val_loss: 0.0311518 | Time: 2014.2 ms
[2022-02-04 01:28:46 main:574] : INFO : Epoch 1896 | loss: 0.0311254 | val_loss: 0.0311528 | Time: 2005.27 ms
[2022-02-04 01:28:48 main:574] : INFO : Epoch 1897 | loss: 0.0311267 | val_loss: 0.0311509 | Time: 2018.11 ms
[2022-02-04 01:28:50 main:574] : INFO : Epoch 1898 | loss: 0.0311242 | val_loss: 0.0311507 | Time: 2021.74 ms
[2022-02-04 01:28:52 main:574] : INFO : Epoch 1899 | loss: 0.031122 | val_loss: 0.031152 | Time: 2015.57 ms
[2022-02-04 01:28:54 main:574] : INFO : Epoch 1900 | loss: 0.0311208 | val_loss: 0.0311543 | Time: 2016.56 ms
[2022-02-04 01:28:56 main:574] : INFO : Epoch 1901 | loss: 0.031122 | val_loss: 0.0311515 | Time: 2017.45 ms
[2022-02-04 01:28:58 main:574] : INFO : Epoch 1902 | loss: 0.0311229 | val_loss: 0.0311599 | Time: 2005.76 ms
[2022-02-04 01:29:00 main:574] : INFO : Epoch 1903 | loss: 0.0311263 | val_loss: 0.0311562 | Time: 2014.68 ms
[2022-02-04 01:29:02 main:574] : INFO : Epoch 1904 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 2020.73 ms
[2022-02-04 01:29:04 main:574] : INFO : Epoch 1905 | loss: 0.0311211 | val_loss: 0.0311504 | Time: 2015.57 ms
[2022-02-04 01:29:06 main:574] : INFO : Epoch 1906 | loss: 0.031122 | val_loss: 0.0311519 | Time: 2027.8 ms
[2022-02-04 01:29:08 main:574] : INFO : Epoch 1907 | loss: 0.0311201 | val_loss: 0.031154 | Time: 2022.94 ms
[2022-02-04 01:29:10 main:574] : INFO : Epoch 1908 | loss: 0.0311196 | val_loss: 0.0311474 | Time: 2056.11 ms
[2022-02-04 01:29:12 main:574] : INFO : Epoch 1909 | loss: 0.0311234 | val_loss: 0.0311543 | Time: 2030.08 ms
[2022-02-04 01:29:14 main:574] : INFO : Epoch 1910 | loss: 0.0311208 | val_loss: 0.0311571 | Time: 2016.31 ms
[2022-02-04 01:29:16 main:574] : INFO : Epoch 1911 | loss: 0.0311209 | val_loss: 0.0311495 | Time: 2017.5 ms
[2022-02-04 01:29:18 main:574] : INFO : Epoch 1912 | loss: 0.0311235 | val_loss: 0.0311536 | Time: 2051.36 ms
[2022-02-04 01:29:20 main:574] : INFO : Epoch 1913 | loss: 0.0311204 | val_loss: 0.03115 | Time: 2015.86 ms
[2022-02-04 01:29:23 main:574] : INFO : Epoch 1914 | loss: 0.0311191 | val_loss: 0.0311552 | Time: 2026.94 ms
[2022-02-04 01:29:25 main:574] : INFO : Epoch 1915 | loss: 0.0311177 | val_loss: 0.0311566 | Time: 2034.65 ms
[2022-02-04 01:29:27 main:574] : INFO : Epoch 1916 | loss: 0.0311195 | val_loss: 0.0311485 | Time: 2021.04 ms
[2022-02-04 01:29:29 main:574] : INFO : Epoch 1917 | loss: 0.031121 | val_loss: 0.0311561 | Time: 2020.89 ms
[2022-02-04 01:29:31 main:574] : INFO : Epoch 1918 | loss: 0.0311253 | val_loss: 0.0311486 | Time: 2019.37 ms
[2022-02-04 01:29:33 main:574] : INFO : Epoch 1919 | loss: 0.0311221 | val_loss: 0.0311541 | Time: 2050.13 ms
[2022-02-04 01:29:35 main:574] : INFO : Epoch 1920 | loss: 0.031122 | val_loss: 0.0311517 | Time: 2038.03 ms
[2022-02-04 01:29:37 main:574] : INFO : Epoch 1921 | loss: 0.0311183 | val_loss: 0.0311498 | Time: 2021.37 ms
[2022-02-04 01:29:39 main:574] : INFO : Epoch 1922 | loss: 0.0311188 | val_loss: 0.0311501 | Time: 2020.07 ms
[2022-02-04 01:29:41 main:574] : INFO : Epoch 1923 | loss: 0.0311205 | val_loss: 0.0311515 | Time: 2014.17 ms
[2022-02-04 01:29:43 main:574] : INFO : Epoch 1924 | loss: 0.0311165 | val_loss: 0.0311537 | Time: 2023.88 ms
[2022-02-04 01:29:45 main:574] : INFO : Epoch 1925 | loss: 0.0311154 | val_loss: 0.0311509 | Time: 2014.85 ms
[2022-02-04 01:29:47 main:574] : INFO : Epoch 1926 | loss: 0.0311163 | val_loss: 0.0311559 | Time: 2018.62 ms
[2022-02-04 01:29:49 main:574] : INFO : Epoch 1927 | loss: 0.0311144 | val_loss: 0.0311496 | Time: 2018.54 ms
[2022-02-04 01:29:51 main:574] : INFO : Epoch 1928 | loss: 0.0311136 | val_loss: 0.0311524 | Time: 2010.79 ms
[2022-02-04 01:29:53 main:574] : INFO : Epoch 1929 | loss: 0.0311154 | val_loss: 0.0311648 | Time: 2011.32 ms
[2022-02-04 01:29:55 main:574] : INFO : Epoch 1930 | loss: 0.0311223 | val_loss: 0.0311594 | Time: 2036.4 ms
[2022-02-04 01:29:57 main:574] : INFO : Epoch 1931 | loss: 0.0311403 | val_loss: 0.0311587 | Time: 2008.74 ms
[2022-02-04 01:29:59 main:574] : INFO : Epoch 1932 | loss: 0.0311389 | val_loss: 0.0311594 | Time: 2021.53 ms
[2022-02-04 01:30:01 main:574] : INFO : Epoch 1933 | loss: 0.0311344 | val_loss: 0.0311572 | Time: 2012.03 ms
[2022-02-04 01:30:03 main:574] : INFO : Epoch 1934 | loss: 0.0311324 | val_loss: 0.0311529 | Time: 2011.24 ms
[2022-02-04 01:30:05 main:574] : INFO : Epoch 1935 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 2026.8 ms
[2022-02-04 01:30:07 main:574] : INFO : Epoch 1936 | loss: 0.0311275 | val_loss: 0.0311506 | Time: 2023.98 ms
[2022-02-04 01:30:09 main:574] : INFO : Epoch 1937 | loss: 0.0311299 | val_loss: 0.0311508 | Time: 2017.9 ms
[2022-02-04 01:30:11 main:574] : INFO : Epoch 1938 | loss: 0.0311253 | val_loss: 0.0311506 | Time: 2026.53 ms
[2022-02-04 01:30:13 main:574] : INFO : Epoch 1939 | loss: 0.0311244 | val_loss: 0.0311548 | Time: 2013.9 ms
[2022-02-04 01:30:15 main:574] : INFO : Epoch 1940 | loss: 0.031125 | val_loss: 0.0311475 | Time: 2015.38 ms
[2022-02-04 01:30:17 main:574] : INFO : Epoch 1941 | loss: 0.0311253 | val_loss: 0.0311569 | Time: 2031.11 ms
[2022-02-04 01:30:20 main:574] : INFO : Epoch 1942 | loss: 0.0311263 | val_loss: 0.0311504 | Time: 2019.92 ms
[2022-02-04 01:30:22 main:574] : INFO : Epoch 1943 | loss: 0.0311239 | val_loss: 0.0311489 | Time: 2021.22 ms
[2022-02-04 01:30:24 main:574] : INFO : Epoch 1944 | loss: 0.0311214 | val_loss: 0.0311559 | Time: 2015.08 ms
[2022-02-04 01:30:26 main:574] : INFO : Epoch 1945 | loss: 0.0311221 | val_loss: 0.0311482 | Time: 2008.78 ms
[2022-02-04 01:30:28 main:574] : INFO : Epoch 1946 | loss: 0.0311195 | val_loss: 0.0311484 | Time: 2017.77 ms
[2022-02-04 01:30:30 main:574] : INFO : Epoch 1947 | loss: 0.0311186 | val_loss: 0.0311481 | Time: 2020.32 ms
[2022-02-04 01:30:32 main:574] : INFO : Epoch 1948 | loss: 0.0311198 | val_loss: 0.0311478 | Time: 2015.71 ms
[2022-02-04 01:30:34 main:574] : INFO : Epoch 1949 | loss: 0.0311175 | val_loss: 0.0311475 | Time: 2023.27 ms
[2022-02-04 01:30:36 main:574] : INFO : Epoch 1950 | loss: 0.0311164 | val_loss: 0.0311451 | Time: 2017.29 ms
[2022-02-04 01:30:38 main:574] : INFO : Epoch 1951 | loss: 0.0311152 | val_loss: 0.0311473 | Time: 2023.97 ms
[2022-02-04 01:30:40 main:574] : INFO : Epoch 1952 | loss: 0.031115 | val_loss: 0.0311499 | Time: 2023.52 ms
[2022-02-04 01:30:42 main:574] : INFO : Epoch 1953 | loss: 0.0311135 | val_loss: 0.0311505 | Time: 2012.48 ms
[2022-02-04 01:30:44 main:574] : INFO : Epoch 1954 | loss: 0.0311143 | val_loss: 0.0311498 | Time: 2024.48 ms
[2022-02-04 01:30:46 main:574] : INFO : Epoch 1955 | loss: 0.0311155 | val_loss: 0.0311473 | Time: 2006.44 ms
[2022-02-04 01:30:48 main:574] : INFO : Epoch 1956 | loss: 0.0311137 | val_loss: 0.0311498 | Time: 2012.65 ms
[2022-02-04 01:30:50 main:574] : INFO : Epoch 1957 | loss: 0.0311265 | val_loss: 0.0311504 | Time: 2019.66 ms
[2022-02-04 01:30:52 main:574] : INFO : Epoch 1958 | loss: 0.031125 | val_loss: 0.0311523 | Time: 2028.37 ms
[2022-02-04 01:30:54 main:574] : INFO : Epoch 1959 | loss: 0.0311221 | val_loss: 0.0311491 | Time: 2031.76 ms
[2022-02-04 01:30:56 main:574] : INFO : Epoch 1960 | loss: 0.0311198 | val_loss: 0.03115 | Time: 2010.38 ms
[2022-02-04 01:30:58 main:574] : INFO : Epoch 1961 | loss: 0.0311182 | val_loss: 0.031154 | Time: 2009.57 ms
[2022-02-04 01:31:00 main:574] : INFO : Epoch 1962 | loss: 0.0311184 | val_loss: 0.0311537 | Time: 2015.76 ms
[2022-02-04 01:31:02 main:574] : INFO : Epoch 1963 | loss: 0.0311166 | val_loss: 0.0311536 | Time: 2019.43 ms
[2022-02-04 01:31:04 main:574] : INFO : Epoch 1964 | loss: 0.031117 | val_loss: 0.0311502 | Time: 2020.17 ms
[2022-02-04 01:31:06 main:574] : INFO : Epoch 1965 | loss: 0.031114 | val_loss: 0.0311488 | Time: 2020.02 ms
[2022-02-04 01:31:08 main:574] : INFO : Epoch 1966 | loss: 0.0311153 | val_loss: 0.0311553 | Time: 2009.75 ms
[2022-02-04 01:31:10 main:574] : INFO : Epoch 1967 | loss: 0.0311158 | val_loss: 0.0311473 | Time: 2016.57 ms
[2022-02-04 01:31:12 main:574] : INFO : Epoch 1968 | loss: 0.0311158 | val_loss: 0.0311497 | Time: 2018.75 ms
[2022-02-04 01:31:14 main:574] : INFO : Epoch 1969 | loss: 0.0311148 | val_loss: 0.0311493 | Time: 2010.85 ms
[2022-02-04 01:31:16 main:574] : INFO : Epoch 1970 | loss: 0.0311168 | val_loss: 0.0311594 | Time: 2010.32 ms
[2022-02-04 01:31:19 main:574] : INFO : Epoch 1971 | loss: 0.0311175 | val_loss: 0.0311502 | Time: 2010.34 ms
[2022-02-04 01:31:21 main:574] : INFO : Epoch 1972 | loss: 0.031116 | val_loss: 0.0311507 | Time: 2032.63 ms
[2022-02-04 01:31:23 main:574] : INFO : Epoch 1973 | loss: 0.0311149 | val_loss: 0.0311475 | Time: 2035.34 ms
[2022-02-04 01:31:25 main:574] : INFO : Epoch 1974 | loss: 0.0311139 | val_loss: 0.0311491 | Time: 2005.69 ms
[2022-02-04 01:31:27 main:574] : INFO : Epoch 1975 | loss: 0.0311136 | val_loss: 0.0311482 | Time: 2017.72 ms
[2022-02-04 01:31:29 main:574] : INFO : Epoch 1976 | loss: 0.0311124 | val_loss: 0.0311459 | Time: 2009.1 ms
[2022-02-04 01:31:31 main:574] : INFO : Epoch 1977 | loss: 0.0311115 | val_loss: 0.0311477 | Time: 2015.81 ms
[2022-02-04 01:31:33 main:574] : INFO : Epoch 1978 | loss: 0.031113 | val_loss: 0.0311484 | Time: 2015.81 ms
[2022-02-04 01:31:35 main:574] : INFO : Epoch 1979 | loss: 0.0311125 | val_loss: 0.0311485 | Time: 2012.64 ms
[2022-02-04 01:31:37 main:574] : INFO : Epoch 1980 | loss: 0.0311115 | val_loss: 0.0311489 | Time: 2013.24 ms
[2022-02-04 01:31:39 main:574] : INFO : Epoch 1981 | loss: 0.0311103 | val_loss: 0.0311463 | Time: 2024.54 ms
[2022-02-04 01:31:41 main:574] : INFO : Epoch 1982 | loss: 0.0311105 | val_loss: 0.0311517 | Time: 2019.78 ms
[2022-02-04 01:31:43 main:574] : INFO : Epoch 1983 | loss: 0.0311113 | val_loss: 0.0311564 | Time: 2021.98 ms
[2022-02-04 01:31:45 main:574] : INFO : Epoch 1984 | loss: 0.0311105 | val_loss: 0.0311495 | Time: 2019.18 ms
[2022-02-04 01:31:47 main:574] : INFO : Epoch 1985 | loss: 0.0311124 | val_loss: 0.0311655 | Time: 2013.22 ms
[2022-02-04 01:31:49 main:574] : INFO : Epoch 1986 | loss: 0.0311166 | val_loss: 0.0311567 | Time: 2014.67 ms
[2022-02-04 01:31:51 main:574] : INFO : Epoch 1987 | loss: 0.0311228 | val_loss: 0.0311518 | Time: 2007 ms
[2022-02-04 01:31:53 main:574] : INFO : Epoch 1988 | loss: 0.0311207 | val_loss: 0.031156 | Time: 2023.29 ms
[2022-02-04 01:31:55 main:574] : INFO : Epoch 1989 | loss: 0.0311257 | val_loss: 0.0311514 | Time: 2011.34 ms
[2022-02-04 01:31:57 main:574] : INFO : Epoch 1990 | loss: 0.0311278 | val_loss: 0.031149 | Time: 2017.03 ms
[2022-02-04 01:31:59 main:574] : INFO : Epoch 1991 | loss: 0.031124 | val_loss: 0.0311551 | Time: 2027.89 ms
[2022-02-04 01:32:01 main:574] : INFO : Epoch 1992 | loss: 0.0311212 | val_loss: 0.0311542 | Time: 2023.3 ms
[2022-02-04 01:32:03 main:574] : INFO : Epoch 1993 | loss: 0.0311215 | val_loss: 0.0311487 | Time: 2028.15 ms
[2022-02-04 01:32:05 main:574] : INFO : Epoch 1994 | loss: 0.031122 | val_loss: 0.0311532 | Time: 2015.9 ms
[2022-02-04 01:32:07 main:574] : INFO : Epoch 1995 | loss: 0.0311208 | val_loss: 0.0311471 | Time: 2011.97 ms
[2022-02-04 01:32:09 main:574] : INFO : Epoch 1996 | loss: 0.0311193 | val_loss: 0.031147 | Time: 2030.06 ms
[2022-02-04 01:32:11 main:574] : INFO : Epoch 1997 | loss: 0.0311185 | val_loss: 0.031148 | Time: 2007.25 ms
[2022-02-04 01:32:13 main:574] : INFO : Epoch 1998 | loss: 0.031118 | val_loss: 0.0311462 | Time: 2010.13 ms
[2022-02-04 01:32:15 main:574] : INFO : Epoch 1999 | loss: 0.031119 | val_loss: 0.031154 | Time: 2026.23 ms
[2022-02-04 01:32:17 main:574] : INFO : Epoch 2000 | loss: 0.0311186 | val_loss: 0.0311561 | Time: 2033.56 ms
[2022-02-04 01:32:20 main:574] : INFO : Epoch 2001 | loss: 0.0311164 | val_loss: 0.0311561 | Time: 2015.52 ms
[2022-02-04 01:32:22 main:574] : INFO : Epoch 2002 | loss: 0.0311168 | val_loss: 0.0311493 | Time: 2024.04 ms
[2022-02-04 01:32:24 main:574] : INFO : Epoch 2003 | loss: 0.0311189 | val_loss: 0.0311515 | Time: 2007.65 ms
[2022-02-04 01:32:26 main:574] : INFO : Epoch 2004 | loss: 0.0311169 | val_loss: 0.0311536 | Time: 2016.49 ms
[2022-02-04 01:32:28 main:574] : INFO : Epoch 2005 | loss: 0.0311169 | val_loss: 0.0311478 | Time: 2017.7 ms
[2022-02-04 01:32:30 main:574] : INFO : Epoch 2006 | loss: 0.0311136 | val_loss: 0.0311489 | Time: 2008.33 ms
[2022-02-04 01:32:32 main:574] : INFO : Epoch 2007 | loss: 0.0311124 | val_loss: 0.0311516 | Time: 2015.85 ms
[2022-02-04 01:32:34 main:574] : INFO : Epoch 2008 | loss: 0.0311123 | val_loss: 0.0311533 | Time: 2012.86 ms
[2022-02-04 01:32:36 main:574] : INFO : Epoch 2009 | loss: 0.0311142 | val_loss: 0.031159 | Time: 2023.08 ms
[2022-02-04 01:32:38 main:574] : INFO : Epoch 2010 | loss: 0.0311153 | val_loss: 0.0311509 | Time: 2019.2 ms
[2022-02-04 01:32:40 main:574] : INFO : Epoch 2011 | loss: 0.0311136 | val_loss: 0.0311495 | Time: 2015.97 ms
[2022-02-04 01:32:42 main:574] : INFO : Epoch 2012 | loss: 0.0311132 | val_loss: 0.0311487 | Time: 2013.52 ms
[2022-02-04 01:32:44 main:574] : INFO : Epoch 2013 | loss: 0.0311127 | val_loss: 0.0311489 | Time: 2010.61 ms
[2022-02-04 01:32:46 main:574] : INFO : Epoch 2014 | loss: 0.0311153 | val_loss: 0.0311526 | Time: 2029.31 ms
[2022-02-04 01:32:48 main:574] : INFO : Epoch 2015 | loss: 0.0311149 | val_loss: 0.0311518 | Time: 2009.73 ms
[2022-02-04 01:32:50 main:574] : INFO : Epoch 2016 | loss: 0.0311126 | val_loss: 0.0311467 | Time: 2038.25 ms
[2022-02-04 01:32:52 main:574] : INFO : Epoch 2017 | loss: 0.0311118 | val_loss: 0.0311495 | Time: 2037.67 ms
[2022-02-04 01:32:54 main:574] : INFO : Epoch 2018 | loss: 0.0311126 | val_loss: 0.0311507 | Time: 2011.9 ms
[2022-02-04 01:32:56 main:574] : INFO : Epoch 2019 | loss: 0.0311146 | val_loss: 0.0311564 | Time: 2021.97 ms
[2022-02-04 01:32:58 main:574] : INFO : Epoch 2020 | loss: 0.0311195 | val_loss: 0.0311487 | Time: 2020.12 ms
[2022-02-04 01:33:00 main:574] : INFO : Epoch 2021 | loss: 0.0311137 | val_loss: 0.0311488 | Time: 2007.82 ms
[2022-02-04 01:33:02 main:574] : INFO : Epoch 2022 | loss: 0.0311139 | val_loss: 0.0311596 | Time: 2026.4 ms
[2022-02-04 01:33:04 main:574] : INFO : Epoch 2023 | loss: 0.0311153 | val_loss: 0.0311464 | Time: 2026.71 ms
[2022-02-04 01:33:06 main:574] : INFO : Epoch 2024 | loss: 0.0311138 | val_loss: 0.0311517 | Time: 2015.6 ms
[2022-02-04 01:33:08 main:574] : INFO : Epoch 2025 | loss: 0.0311132 | val_loss: 0.0311479 | Time: 2022.08 ms
[2022-02-04 01:33:10 main:574] : INFO : Epoch 2026 | loss: 0.0311135 | val_loss: 0.0311503 | Time: 2009.07 ms
[2022-02-04 01:33:12 main:574] : INFO : Epoch 2027 | loss: 0.0311137 | val_loss: 0.0311521 | Time: 2011.95 ms
[2022-02-04 01:33:14 main:574] : INFO : Epoch 2028 | loss: 0.0311153 | val_loss: 0.0311508 | Time: 2009.18 ms
[2022-02-04 01:33:16 main:574] : INFO : Epoch 2029 | loss: 0.0311169 | val_loss: 0.0311535 | Time: 2011.16 ms
[2022-02-04 01:33:18 main:574] : INFO : Epoch 2030 | loss: 0.0311145 | val_loss: 0.031146 | Time: 2010.82 ms
[2022-02-04 01:33:21 main:574] : INFO : Epoch 2031 | loss: 0.0311133 | val_loss: 0.031147 | Time: 2020.57 ms
[2022-02-04 01:33:23 main:574] : INFO : Epoch 2032 | loss: 0.0311133 | val_loss: 0.0311615 | Time: 2018.91 ms
[2022-02-04 01:33:25 main:574] : INFO : Epoch 2033 | loss: 0.0311213 | val_loss: 0.0311524 | Time: 2012.71 ms
[2022-02-04 01:33:27 main:574] : INFO : Epoch 2034 | loss: 0.031113 | val_loss: 0.0311588 | Time: 2012.28 ms
[2022-02-04 01:33:29 main:574] : INFO : Epoch 2035 | loss: 0.031112 | val_loss: 0.0311478 | Time: 2020.02 ms
[2022-02-04 01:33:31 main:574] : INFO : Epoch 2036 | loss: 0.0311103 | val_loss: 0.0311508 | Time: 2019.17 ms
[2022-02-04 01:33:33 main:574] : INFO : Epoch 2037 | loss: 0.0311138 | val_loss: 0.0311486 | Time: 2007.66 ms
[2022-02-04 01:33:35 main:574] : INFO : Epoch 2038 | loss: 0.0311162 | val_loss: 0.0311509 | Time: 2002.27 ms
[2022-02-04 01:33:37 main:574] : INFO : Epoch 2039 | loss: 0.0311183 | val_loss: 0.0311511 | Time: 2040.67 ms
[2022-02-04 01:33:39 main:574] : INFO : Epoch 2040 | loss: 0.0311175 | val_loss: 0.0311473 | Time: 2013.74 ms
[2022-02-04 01:33:41 main:574] : INFO : Epoch 2041 | loss: 0.0311382 | val_loss: 0.0311491 | Time: 2010.81 ms
[2022-02-04 01:33:43 main:574] : INFO : Epoch 2042 | loss: 0.0311353 | val_loss: 0.0311457 | Time: 2016.27 ms
[2022-02-04 01:33:45 main:574] : INFO : Epoch 2043 | loss: 0.0311294 | val_loss: 0.0311471 | Time: 2015.44 ms
[2022-02-04 01:33:47 main:574] : INFO : Epoch 2044 | loss: 0.0311285 | val_loss: 0.0311502 | Time: 2026.35 ms
[2022-02-04 01:33:49 main:574] : INFO : Epoch 2045 | loss: 0.0311242 | val_loss: 0.0311466 | Time: 2018.77 ms
[2022-02-04 01:33:51 main:574] : INFO : Epoch 2046 | loss: 0.0311231 | val_loss: 0.0311517 | Time: 2012.56 ms
[2022-02-04 01:33:53 main:574] : INFO : Epoch 2047 | loss: 0.031125 | val_loss: 0.0311577 | Time: 2014.08 ms
[2022-02-04 01:33:55 main:574] : INFO : Epoch 2048 | loss: 0.0311257 | val_loss: 0.0311514 | Time: 2009.76 ms
[2022-02-04 01:33:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311514
[2022-02-04 01:33:55 main:603] : INFO : Saving end state to config to file
[2022-02-04 01:33:55 main:608] : INFO : Success, exiting..
01:33:55 (17420): 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)