Task 9027533
| Name | ParityModified-1636179612-26989-2-0_0 |
| Workunit | 6478832 |
| Created | 18 Nov 2021, 16:32:16 UTC |
| Sent | 23 Nov 2021, 16:42:14 UTC |
| Report deadline | 1 Dec 2021, 16:42:14 UTC |
| Received | 23 Nov 2021, 19:04:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 9 min 41 sec |
| CPU time | 1 hours 9 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 2024.75 ms
[2021-11-23 18:47:02 main:581] : INFO : Epoch 1539 | loss: 0.0311424 | val_loss: 0.0311619 | Time: 2013.33 ms
[2021-11-23 18:47:04 main:581] : INFO : Epoch 1540 | loss: 0.0311426 | val_loss: 0.0311643 | Time: 2026.04 ms
[2021-11-23 18:47:06 main:581] : INFO : Epoch 1541 | loss: 0.0311392 | val_loss: 0.0311645 | Time: 2037.56 ms
[2021-11-23 18:47:08 main:581] : INFO : Epoch 1542 | loss: 0.0311356 | val_loss: 0.0311613 | Time: 2017.86 ms
[2021-11-23 18:47:10 main:581] : INFO : Epoch 1543 | loss: 0.0311332 | val_loss: 0.0311636 | Time: 2028.31 ms
[2021-11-23 18:47:12 main:581] : INFO : Epoch 1544 | loss: 0.0311337 | val_loss: 0.0311658 | Time: 2009.43 ms
[2021-11-23 18:47:14 main:581] : INFO : Epoch 1545 | loss: 0.0311313 | val_loss: 0.0311657 | Time: 2036.01 ms
[2021-11-23 18:47:16 main:581] : INFO : Epoch 1546 | loss: 0.0311341 | val_loss: 0.0311672 | Time: 2058.67 ms
[2021-11-23 18:47:18 main:581] : INFO : Epoch 1547 | loss: 0.031132 | val_loss: 0.0311654 | Time: 2037.3 ms
[2021-11-23 18:47:20 main:581] : INFO : Epoch 1548 | loss: 0.0311311 | val_loss: 0.0311631 | Time: 2032.48 ms
[2021-11-23 18:47:22 main:581] : INFO : Epoch 1549 | loss: 0.0311342 | val_loss: 0.0311659 | Time: 2027.77 ms
[2021-11-23 18:47:24 main:581] : INFO : Epoch 1550 | loss: 0.0311408 | val_loss: 0.031165 | Time: 2017.96 ms
[2021-11-23 18:47:26 main:581] : INFO : Epoch 1551 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 2021.86 ms
[2021-11-23 18:47:28 main:581] : INFO : Epoch 1552 | loss: 0.0311381 | val_loss: 0.0311647 | Time: 2016.17 ms
[2021-11-23 18:47:30 main:581] : INFO : Epoch 1553 | loss: 0.0311342 | val_loss: 0.0311645 | Time: 2021.7 ms
[2021-11-23 18:47:32 main:581] : INFO : Epoch 1554 | loss: 0.0311347 | val_loss: 0.0311709 | Time: 2026.94 ms
[2021-11-23 18:47:34 main:581] : INFO : Epoch 1555 | loss: 0.0311311 | val_loss: 0.0311671 | Time: 2026.62 ms
[2021-11-23 18:47:36 main:581] : INFO : Epoch 1556 | loss: 0.0311286 | val_loss: 0.0311644 | Time: 2022.44 ms
[2021-11-23 18:47:39 main:581] : INFO : Epoch 1557 | loss: 0.0311281 | val_loss: 0.0311659 | Time: 2040.22 ms
[2021-11-23 18:47:41 main:581] : INFO : Epoch 1558 | loss: 0.0311278 | val_loss: 0.0311641 | Time: 2063.88 ms
[2021-11-23 18:47:43 main:581] : INFO : Epoch 1559 | loss: 0.0311281 | val_loss: 0.0311671 | Time: 2037.83 ms
[2021-11-23 18:47:45 main:581] : INFO : Epoch 1560 | loss: 0.0311272 | val_loss: 0.0311684 | Time: 2038.47 ms
[2021-11-23 18:47:47 main:581] : INFO : Epoch 1561 | loss: 0.0311268 | val_loss: 0.0311652 | Time: 2033.85 ms
[2021-11-23 18:47:49 main:581] : INFO : Epoch 1562 | loss: 0.0311298 | val_loss: 0.0311674 | Time: 2058.23 ms
[2021-11-23 18:47:51 main:581] : INFO : Epoch 1563 | loss: 0.031126 | val_loss: 0.0311657 | Time: 2033.48 ms
[2021-11-23 18:47:53 main:581] : INFO : Epoch 1564 | loss: 0.0311266 | val_loss: 0.0311696 | Time: 2028.76 ms
[2021-11-23 18:47:55 main:581] : INFO : Epoch 1565 | loss: 0.0311253 | val_loss: 0.0311575 | Time: 2028.21 ms
[2021-11-23 18:47:57 main:581] : INFO : Epoch 1566 | loss: 0.0311253 | val_loss: 0.0311674 | Time: 2031.76 ms
[2021-11-23 18:47:59 main:581] : INFO : Epoch 1567 | loss: 0.0311266 | val_loss: 0.0311629 | Time: 2021.98 ms
[2021-11-23 18:48:01 main:581] : INFO : Epoch 1568 | loss: 0.0311252 | val_loss: 0.0311587 | Time: 2030.29 ms
[2021-11-23 18:48:03 main:581] : INFO : Epoch 1569 | loss: 0.0311215 | val_loss: 0.0311632 | Time: 2013.04 ms
[2021-11-23 18:48:05 main:581] : INFO : Epoch 1570 | loss: 0.0311215 | val_loss: 0.0311642 | Time: 2088.45 ms
[2021-11-23 18:48:07 main:581] : INFO : Epoch 1571 | loss: 0.0311197 | val_loss: 0.0311638 | Time: 2282.77 ms
[2021-11-23 18:48:10 main:581] : INFO : Epoch 1572 | loss: 0.0311177 | val_loss: 0.0311635 | Time: 2716.57 ms
[2021-11-23 18:48:12 main:581] : INFO : Epoch 1573 | loss: 0.0311185 | val_loss: 0.0311664 | Time: 2038.62 ms
[2021-11-23 18:48:14 main:581] : INFO : Epoch 1574 | loss: 0.0311179 | val_loss: 0.0311649 | Time: 2053.65 ms
[2021-11-23 18:48:16 main:581] : INFO : Epoch 1575 | loss: 0.0311175 | val_loss: 0.0311649 | Time: 2012.56 ms
[2021-11-23 18:48:18 main:581] : INFO : Epoch 1576 | loss: 0.031121 | val_loss: 0.0311636 | Time: 2027.17 ms
[2021-11-23 18:48:20 main:581] : INFO : Epoch 1577 | loss: 0.0311182 | val_loss: 0.031163 | Time: 2038.66 ms
[2021-11-23 18:48:22 main:581] : INFO : Epoch 1578 | loss: 0.0311197 | val_loss: 0.0311671 | Time: 2048.65 ms
[2021-11-23 18:48:24 main:581] : INFO : Epoch 1579 | loss: 0.0311174 | val_loss: 0.0311662 | Time: 2026.52 ms
[2021-11-23 18:48:26 main:581] : INFO : Epoch 1580 | loss: 0.0311184 | val_loss: 0.0311731 | Time: 2032.57 ms
[2021-11-23 18:48:28 main:581] : INFO : Epoch 1581 | loss: 0.0311191 | val_loss: 0.0311672 | Time: 2024.38 ms
[2021-11-23 18:48:30 main:581] : INFO : Epoch 1582 | loss: 0.0311163 | val_loss: 0.0311648 | Time: 2025.4 ms
[2021-11-23 18:48:32 main:581] : INFO : Epoch 1583 | loss: 0.031115 | val_loss: 0.0311726 | Time: 2002.87 ms
[2021-11-23 18:48:34 main:581] : INFO : Epoch 1584 | loss: 0.0311174 | val_loss: 0.0311692 | Time: 2011.29 ms
[2021-11-23 18:48:36 main:581] : INFO : Epoch 1585 | loss: 0.0311187 | val_loss: 0.0311643 | Time: 2011.84 ms
[2021-11-23 18:48:38 main:581] : INFO : Epoch 1586 | loss: 0.0311188 | val_loss: 0.0311651 | Time: 2014.8 ms
[2021-11-23 18:48:40 main:581] : INFO : Epoch 1587 | loss: 0.0311198 | val_loss: 0.0311609 | Time: 2026.16 ms
[2021-11-23 18:48:42 main:581] : INFO : Epoch 1588 | loss: 0.0311182 | val_loss: 0.0311698 | Time: 2040.78 ms
[2021-11-23 18:48:45 main:581] : INFO : Epoch 1589 | loss: 0.031117 | val_loss: 0.0311659 | Time: 2034.76 ms
[2021-11-23 18:48:47 main:581] : INFO : Epoch 1590 | loss: 0.0311229 | val_loss: 0.0311694 | Time: 2021.81 ms
[2021-11-23 18:48:49 main:581] : INFO : Epoch 1591 | loss: 0.0311244 | val_loss: 0.0311674 | Time: 2039.5 ms
[2021-11-23 18:48:51 main:581] : INFO : Epoch 1592 | loss: 0.0311261 | val_loss: 0.0311734 | Time: 2018.35 ms
[2021-11-23 18:48:53 main:581] : INFO : Epoch 1593 | loss: 0.0311287 | val_loss: 0.0311655 | Time: 2023.09 ms
[2021-11-23 18:48:55 main:581] : INFO : Epoch 1594 | loss: 0.0311236 | val_loss: 0.0311698 | Time: 2084.2 ms
[2021-11-23 18:48:57 main:581] : INFO : Epoch 1595 | loss: 0.0311225 | val_loss: 0.0311685 | Time: 2025.3 ms
[2021-11-23 18:48:59 main:581] : INFO : Epoch 1596 | loss: 0.0311213 | val_loss: 0.0311691 | Time: 2036.2 ms
[2021-11-23 18:49:01 main:581] : INFO : Epoch 1597 | loss: 0.0311211 | val_loss: 0.0311702 | Time: 2058.47 ms
[2021-11-23 18:49:03 main:581] : INFO : Epoch 1598 | loss: 0.0311195 | val_loss: 0.0311694 | Time: 2018.78 ms
[2021-11-23 18:49:05 main:581] : INFO : Epoch 1599 | loss: 0.0311198 | val_loss: 0.031168 | Time: 2029.12 ms
[2021-11-23 18:49:07 main:581] : INFO : Epoch 1600 | loss: 0.0311178 | val_loss: 0.0311641 | Time: 2015.11 ms
[2021-11-23 18:49:09 main:581] : INFO : Epoch 1601 | loss: 0.0311195 | val_loss: 0.031169 | Time: 2020.07 ms
[2021-11-23 18:49:11 main:581] : INFO : Epoch 1602 | loss: 0.0311159 | val_loss: 0.0311657 | Time: 2020.1 ms
[2021-11-23 18:49:13 main:581] : INFO : Epoch 1603 | loss: 0.0311148 | val_loss: 0.0311653 | Time: 2030.96 ms
[2021-11-23 18:49:15 main:581] : INFO : Epoch 1604 | loss: 0.0311157 | val_loss: 0.031171 | Time: 2039.77 ms
[2021-11-23 18:49:17 main:581] : INFO : Epoch 1605 | loss: 0.0311192 | val_loss: 0.031174 | Time: 2022.47 ms
[2021-11-23 18:49:19 main:581] : INFO : Epoch 1606 | loss: 0.0311325 | val_loss: 0.0311714 | Time: 2026.46 ms
[2021-11-23 18:49:21 main:581] : INFO : Epoch 1607 | loss: 0.03113 | val_loss: 0.0311686 | Time: 2027.95 ms
[2021-11-23 18:49:23 main:581] : INFO : Epoch 1608 | loss: 0.0311266 | val_loss: 0.0311706 | Time: 2013.99 ms
[2021-11-23 18:49:25 main:581] : INFO : Epoch 1609 | loss: 0.031128 | val_loss: 0.0311761 | Time: 2023.6 ms
[2021-11-23 18:49:27 main:581] : INFO : Epoch 1610 | loss: 0.0311324 | val_loss: 0.0311762 | Time: 2062.32 ms
[2021-11-23 18:49:29 main:581] : INFO : Epoch 1611 | loss: 0.0311238 | val_loss: 0.0311791 | Time: 2030.99 ms
[2021-11-23 18:49:31 main:581] : INFO : Epoch 1612 | loss: 0.0311185 | val_loss: 0.0311753 | Time: 2032.24 ms
[2021-11-23 18:49:33 main:581] : INFO : Epoch 1613 | loss: 0.0311176 | val_loss: 0.0311686 | Time: 2039.79 ms
[2021-11-23 18:49:35 main:581] : INFO : Epoch 1614 | loss: 0.0311178 | val_loss: 0.0311679 | Time: 2026.23 ms
[2021-11-23 18:49:37 main:581] : INFO : Epoch 1615 | loss: 0.031115 | val_loss: 0.0311708 | Time: 2005.58 ms
[2021-11-23 18:49:39 main:581] : INFO : Epoch 1616 | loss: 0.0311222 | val_loss: 0.0311741 | Time: 2017.18 ms
[2021-11-23 18:49:41 main:581] : INFO : Epoch 1617 | loss: 0.0311204 | val_loss: 0.0311737 | Time: 2034.5 ms
[2021-11-23 18:49:43 main:581] : INFO : Epoch 1618 | loss: 0.0311193 | val_loss: 0.0311731 | Time: 2016.64 ms
[2021-11-23 18:49:45 main:581] : INFO : Epoch 1619 | loss: 0.0311202 | val_loss: 0.0311656 | Time: 2003.81 ms
[2021-11-23 18:49:47 main:581] : INFO : Epoch 1620 | loss: 0.031128 | val_loss: 0.0311665 | Time: 2006.38 ms
[2021-11-23 18:49:49 main:581] : INFO : Epoch 1621 | loss: 0.0311267 | val_loss: 0.0311661 | Time: 2004.79 ms
[2021-11-23 18:49:51 main:581] : INFO : Epoch 1622 | loss: 0.0311256 | val_loss: 0.0311664 | Time: 2028.16 ms
[2021-11-23 18:49:53 main:581] : INFO : Epoch 1623 | loss: 0.0311203 | val_loss: 0.031169 | Time: 2020.79 ms
[2021-11-23 18:49:55 main:581] : INFO : Epoch 1624 | loss: 0.0311176 | val_loss: 0.0311714 | Time: 2007.92 ms
[2021-11-23 18:49:57 main:581] : INFO : Epoch 1625 | loss: 0.0311164 | val_loss: 0.0311704 | Time: 2009.27 ms
[2021-11-23 18:49:59 main:581] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311776 | Time: 2030.26 ms
[2021-11-23 18:50:02 main:581] : INFO : Epoch 1627 | loss: 0.0311607 | val_loss: 0.031165 | Time: 2028.89 ms
[2021-11-23 18:50:04 main:581] : INFO : Epoch 1628 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2038.22 ms
[2021-11-23 18:50:06 main:581] : INFO : Epoch 1629 | loss: 0.0311513 | val_loss: 0.0311666 | Time: 2060.12 ms
[2021-11-23 18:50:08 main:581] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 2009.23 ms
[2021-11-23 18:50:10 main:581] : INFO : Epoch 1631 | loss: 0.0311473 | val_loss: 0.031165 | Time: 1985.05 ms
[2021-11-23 18:50:12 main:581] : INFO : Epoch 1632 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 2001.17 ms
[2021-11-23 18:50:14 main:581] : INFO : Epoch 1633 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 1995.71 ms
[2021-11-23 18:50:16 main:581] : INFO : Epoch 1634 | loss: 0.0311439 | val_loss: 0.0311634 | Time: 2021.34 ms
[2021-11-23 18:50:18 main:581] : INFO : Epoch 1635 | loss: 0.0311432 | val_loss: 0.0311679 | Time: 2020.5 ms
[2021-11-23 18:50:20 main:581] : INFO : Epoch 1636 | loss: 0.0311467 | val_loss: 0.031168 | Time: 2024.71 ms
[2021-11-23 18:50:22 main:581] : INFO : Epoch 1637 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 2039.95 ms
[2021-11-23 18:50:24 main:581] : INFO : Epoch 1638 | loss: 0.031146 | val_loss: 0.0311629 | Time: 2027.92 ms
[2021-11-23 18:50:26 main:581] : INFO : Epoch 1639 | loss: 0.0311447 | val_loss: 0.031161 | Time: 2020.67 ms
[2021-11-23 18:50:28 main:581] : INFO : Epoch 1640 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 2040.45 ms
[2021-11-23 18:50:30 main:581] : INFO : Epoch 1641 | loss: 0.0311408 | val_loss: 0.0311626 | Time: 2007.47 ms
[2021-11-23 18:50:32 main:581] : INFO : Epoch 1642 | loss: 0.0311382 | val_loss: 0.0311643 | Time: 2019.19 ms
[2021-11-23 18:50:34 main:581] : INFO : Epoch 1643 | loss: 0.0311373 | val_loss: 0.0311598 | Time: 2060.08 ms
[2021-11-23 18:50:36 main:581] : INFO : Epoch 1644 | loss: 0.0311345 | val_loss: 0.0311604 | Time: 2037.72 ms
[2021-11-23 18:50:38 main:581] : INFO : Epoch 1645 | loss: 0.0311358 | val_loss: 0.0311594 | Time: 2053.45 ms
[2021-11-23 18:50:40 main:581] : INFO : Epoch 1646 | loss: 0.0311335 | val_loss: 0.0311608 | Time: 2022.09 ms
[2021-11-23 18:50:42 main:581] : INFO : Epoch 1647 | loss: 0.031135 | val_loss: 0.0311607 | Time: 2049.57 ms
[2021-11-23 18:50:44 main:581] : INFO : Epoch 1648 | loss: 0.0311332 | val_loss: 0.0311622 | Time: 2045.41 ms
[2021-11-23 18:50:46 main:581] : INFO : Epoch 1649 | loss: 0.0311326 | val_loss: 0.0311649 | Time: 2019.44 ms
[2021-11-23 18:50:48 main:581] : INFO : Epoch 1650 | loss: 0.0311322 | val_loss: 0.0311623 | Time: 2042.65 ms
[2021-11-23 18:50:50 main:581] : INFO : Epoch 1651 | loss: 0.0311333 | val_loss: 0.0311642 | Time: 2027.34 ms
[2021-11-23 18:50:52 main:581] : INFO : Epoch 1652 | loss: 0.0311322 | val_loss: 0.0311708 | Time: 2040.63 ms
[2021-11-23 18:50:54 main:581] : INFO : Epoch 1653 | loss: 0.0311367 | val_loss: 0.0311621 | Time: 2034.87 ms
[2021-11-23 18:50:56 main:581] : INFO : Epoch 1654 | loss: 0.0311333 | val_loss: 0.0311608 | Time: 1997.02 ms
[2021-11-23 18:50:58 main:581] : INFO : Epoch 1655 | loss: 0.0311327 | val_loss: 0.0311617 | Time: 2024.42 ms
[2021-11-23 18:51:00 main:581] : INFO : Epoch 1656 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 2032.93 ms
[2021-11-23 18:51:02 main:581] : INFO : Epoch 1657 | loss: 0.0311281 | val_loss: 0.0311646 | Time: 2021.92 ms
[2021-11-23 18:51:04 main:581] : INFO : Epoch 1658 | loss: 0.0311279 | val_loss: 0.0311658 | Time: 2023.3 ms
[2021-11-23 18:51:06 main:581] : INFO : Epoch 1659 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 2077.94 ms
[2021-11-23 18:51:08 main:581] : INFO : Epoch 1660 | loss: 0.0311369 | val_loss: 0.0311668 | Time: 2027.77 ms
[2021-11-23 18:51:11 main:581] : INFO : Epoch 1661 | loss: 0.0311328 | val_loss: 0.0311707 | Time: 2036.21 ms
[2021-11-23 18:51:13 main:581] : INFO : Epoch 1662 | loss: 0.0311361 | val_loss: 0.0311787 | Time: 2023.89 ms
[2021-11-23 18:51:15 main:581] : INFO : Epoch 1663 | loss: 0.0311337 | val_loss: 0.0311719 | Time: 2006.05 ms
[2021-11-23 18:51:17 main:581] : INFO : Epoch 1664 | loss: 0.0311288 | val_loss: 0.0311637 | Time: 2014.34 ms
[2021-11-23 18:51:19 main:581] : INFO : Epoch 1665 | loss: 0.0311258 | val_loss: 0.0311705 | Time: 2002.3 ms
[2021-11-23 18:51:21 main:581] : INFO : Epoch 1666 | loss: 0.031126 | val_loss: 0.031167 | Time: 2011.16 ms
[2021-11-23 18:51:23 main:581] : INFO : Epoch 1667 | loss: 0.0311277 | val_loss: 0.0311701 | Time: 2000.22 ms
[2021-11-23 18:51:25 main:581] : INFO : Epoch 1668 | loss: 0.0311265 | val_loss: 0.0311678 | Time: 2011.36 ms
[2021-11-23 18:51:27 main:581] : INFO : Epoch 1669 | loss: 0.0311299 | val_loss: 0.0311698 | Time: 2011.07 ms
[2021-11-23 18:51:29 main:581] : INFO : Epoch 1670 | loss: 0.0311284 | val_loss: 0.0311651 | Time: 2005.1 ms
[2021-11-23 18:51:31 main:581] : INFO : Epoch 1671 | loss: 0.0311311 | val_loss: 0.031168 | Time: 2010.39 ms
[2021-11-23 18:51:33 main:581] : INFO : Epoch 1672 | loss: 0.031133 | val_loss: 0.0311709 | Time: 2005.28 ms
[2021-11-23 18:51:35 main:581] : INFO : Epoch 1673 | loss: 0.0311276 | val_loss: 0.0311664 | Time: 2028.8 ms
[2021-11-23 18:51:37 main:581] : INFO : Epoch 1674 | loss: 0.0311281 | val_loss: 0.0311699 | Time: 1997.13 ms
[2021-11-23 18:51:39 main:581] : INFO : Epoch 1675 | loss: 0.0311269 | val_loss: 0.0311666 | Time: 2011.85 ms
[2021-11-23 18:51:41 main:581] : INFO : Epoch 1676 | loss: 0.0311275 | val_loss: 0.0311682 | Time: 2029.01 ms
[2021-11-23 18:51:43 main:581] : INFO : Epoch 1677 | loss: 0.031123 | val_loss: 0.0311683 | Time: 2044.23 ms
[2021-11-23 18:51:45 main:581] : INFO : Epoch 1678 | loss: 0.0311241 | val_loss: 0.0311678 | Time: 2043.05 ms
[2021-11-23 18:51:47 main:581] : INFO : Epoch 1679 | loss: 0.0311239 | val_loss: 0.0311649 | Time: 2003.94 ms
[2021-11-23 18:51:49 main:581] : INFO : Epoch 1680 | loss: 0.0311257 | val_loss: 0.0311713 | Time: 1986.85 ms
[2021-11-23 18:51:51 main:581] : INFO : Epoch 1681 | loss: 0.0311265 | val_loss: 0.0311668 | Time: 2003.85 ms
[2021-11-23 18:51:53 main:581] : INFO : Epoch 1682 | loss: 0.0311237 | val_loss: 0.0311743 | Time: 1999.88 ms
[2021-11-23 18:51:55 main:581] : INFO : Epoch 1683 | loss: 0.0311214 | val_loss: 0.0311712 | Time: 2006.97 ms
[2021-11-23 18:51:57 main:581] : INFO : Epoch 1684 | loss: 0.031125 | val_loss: 0.0311781 | Time: 2020.63 ms
[2021-11-23 18:51:59 main:581] : INFO : Epoch 1685 | loss: 0.0311275 | val_loss: 0.0311733 | Time: 2009.41 ms
[2021-11-23 18:52:01 main:581] : INFO : Epoch 1686 | loss: 0.0311231 | val_loss: 0.031166 | Time: 2033.87 ms
[2021-11-23 18:52:03 main:581] : INFO : Epoch 1687 | loss: 0.0311197 | val_loss: 0.0311755 | Time: 2020.23 ms
[2021-11-23 18:52:05 main:581] : INFO : Epoch 1688 | loss: 0.0311197 | val_loss: 0.031175 | Time: 2035.02 ms
[2021-11-23 18:52:07 main:581] : INFO : Epoch 1689 | loss: 0.0311235 | val_loss: 0.0311789 | Time: 2015.4 ms
[2021-11-23 18:52:09 main:581] : INFO : Epoch 1690 | loss: 0.0311236 | val_loss: 0.031176 | Time: 2007.02 ms
[2021-11-23 18:52:11 main:581] : INFO : Epoch 1691 | loss: 0.0311249 | val_loss: 0.0311723 | Time: 2024.2 ms
[2021-11-23 18:52:13 main:581] : INFO : Epoch 1692 | loss: 0.0311259 | val_loss: 0.031171 | Time: 2067.4 ms
[2021-11-23 18:52:15 main:581] : INFO : Epoch 1693 | loss: 0.0311244 | val_loss: 0.0311698 | Time: 2029.6 ms
[2021-11-23 18:52:17 main:581] : INFO : Epoch 1694 | loss: 0.0311217 | val_loss: 0.0311669 | Time: 2031.94 ms
[2021-11-23 18:52:19 main:581] : INFO : Epoch 1695 | loss: 0.0311214 | val_loss: 0.0311727 | Time: 2036.9 ms
[2021-11-23 18:52:21 main:581] : INFO : Epoch 1696 | loss: 0.0311186 | val_loss: 0.0311714 | Time: 2012.7 ms
[2021-11-23 18:52:23 main:581] : INFO : Epoch 1697 | loss: 0.0311216 | val_loss: 0.0311806 | Time: 2012.74 ms
[2021-11-23 18:52:25 main:581] : INFO : Epoch 1698 | loss: 0.0311215 | val_loss: 0.0311774 | Time: 2029.01 ms
[2021-11-23 18:52:27 main:581] : INFO : Epoch 1699 | loss: 0.0311192 | val_loss: 0.031174 | Time: 2025.72 ms
[2021-11-23 18:52:29 main:581] : INFO : Epoch 1700 | loss: 0.0311265 | val_loss: 0.0311748 | Time: 2028.06 ms
[2021-11-23 18:52:31 main:581] : INFO : Epoch 1701 | loss: 0.0311294 | val_loss: 0.0311666 | Time: 2022.61 ms
[2021-11-23 18:52:33 main:581] : INFO : Epoch 1702 | loss: 0.0311219 | val_loss: 0.0311698 | Time: 2026.25 ms
[2021-11-23 18:52:35 main:581] : INFO : Epoch 1703 | loss: 0.0311235 | val_loss: 0.0311772 | Time: 2045.15 ms
[2021-11-23 18:52:37 main:581] : INFO : Epoch 1704 | loss: 0.0311184 | val_loss: 0.0311712 | Time: 2034.21 ms
[2021-11-23 18:52:39 main:581] : INFO : Epoch 1705 | loss: 0.0311168 | val_loss: 0.0311779 | Time: 2023.95 ms
[2021-11-23 18:52:41 main:581] : INFO : Epoch 1706 | loss: 0.0311169 | val_loss: 0.0311703 | Time: 2061.05 ms
[2021-11-23 18:52:43 main:581] : INFO : Epoch 1707 | loss: 0.0311184 | val_loss: 0.0311725 | Time: 2056.39 ms
[2021-11-23 18:52:46 main:581] : INFO : Epoch 1708 | loss: 0.0311265 | val_loss: 0.0311723 | Time: 2085.44 ms
[2021-11-23 18:52:48 main:581] : INFO : Epoch 1709 | loss: 0.0311224 | val_loss: 0.0311726 | Time: 2038.21 ms
[2021-11-23 18:52:50 main:581] : INFO : Epoch 1710 | loss: 0.03112 | val_loss: 0.0311779 | Time: 2042.79 ms
[2021-11-23 18:52:52 main:581] : INFO : Epoch 1711 | loss: 0.0311186 | val_loss: 0.0311664 | Time: 2053.79 ms
[2021-11-23 18:52:54 main:581] : INFO : Epoch 1712 | loss: 0.0311156 | val_loss: 0.031172 | Time: 2039.31 ms
[2021-11-23 18:52:56 main:581] : INFO : Epoch 1713 | loss: 0.0311138 | val_loss: 0.0311785 | Time: 2036.98 ms
[2021-11-23 18:52:58 main:581] : INFO : Epoch 1714 | loss: 0.0311118 | val_loss: 0.0311746 | Time: 2013.44 ms
[2021-11-23 18:53:00 main:581] : INFO : Epoch 1715 | loss: 0.0311131 | val_loss: 0.0311794 | Time: 2030.72 ms
[2021-11-23 18:53:02 main:581] : INFO : Epoch 1716 | loss: 0.0311151 | val_loss: 0.0311766 | Time: 2006.72 ms
[2021-11-23 18:53:04 main:581] : INFO : Epoch 1717 | loss: 0.0311153 | val_loss: 0.0311727 | Time: 2045.86 ms
[2021-11-23 18:53:06 main:581] : INFO : Epoch 1718 | loss: 0.0311206 | val_loss: 0.0311806 | Time: 2021.45 ms
[2021-11-23 18:53:08 main:581] : INFO : Epoch 1719 | loss: 0.0311318 | val_loss: 0.0311735 | Time: 2012.77 ms
[2021-11-23 18:53:10 main:581] : INFO : Epoch 1720 | loss: 0.0311228 | val_loss: 0.0311761 | Time: 2007.42 ms
[2021-11-23 18:53:12 main:581] : INFO : Epoch 1721 | loss: 0.03116 | val_loss: 0.0312261 | Time: 2014.18 ms
[2021-11-23 18:53:14 main:581] : INFO : Epoch 1722 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 2030.29 ms
[2021-11-23 18:53:16 main:581] : INFO : Epoch 1723 | loss: 0.0311512 | val_loss: 0.0311829 | Time: 2032.38 ms
[2021-11-23 18:53:18 main:581] : INFO : Epoch 1724 | loss: 0.0311297 | val_loss: 0.0311802 | Time: 2060.54 ms
[2021-11-23 18:53:20 main:581] : INFO : Epoch 1725 | loss: 0.031123 | val_loss: 0.0311646 | Time: 2058.97 ms
[2021-11-23 18:53:22 main:581] : INFO : Epoch 1726 | loss: 0.0311236 | val_loss: 0.0311661 | Time: 2049.82 ms
[2021-11-23 18:53:24 main:581] : INFO : Epoch 1727 | loss: 0.031118 | val_loss: 0.0311706 | Time: 2045.76 ms
[2021-11-23 18:53:26 main:581] : INFO : Epoch 1728 | loss: 0.0311163 | val_loss: 0.031167 | Time: 2035.34 ms
[2021-11-23 18:53:28 main:581] : INFO : Epoch 1729 | loss: 0.0311178 | val_loss: 0.0311745 | Time: 2044.15 ms
[2021-11-23 18:53:30 main:581] : INFO : Epoch 1730 | loss: 0.031117 | val_loss: 0.0311701 | Time: 2049.15 ms
[2021-11-23 18:53:32 main:581] : INFO : Epoch 1731 | loss: 0.0311192 | val_loss: 0.0311679 | Time: 2043.91 ms
[2021-11-23 18:53:34 main:581] : INFO : Epoch 1732 | loss: 0.0311198 | val_loss: 0.0311733 | Time: 2027.33 ms
[2021-11-23 18:53:36 main:581] : INFO : Epoch 1733 | loss: 0.0311155 | val_loss: 0.0311762 | Time: 2033.14 ms
[2021-11-23 18:53:38 main:581] : INFO : Epoch 1734 | loss: 0.0311165 | val_loss: 0.0311692 | Time: 2035.66 ms
[2021-11-23 18:53:41 main:581] : INFO : Epoch 1735 | loss: 0.0311164 | val_loss: 0.0311712 | Time: 2033.79 ms
[2021-11-23 18:53:43 main:581] : INFO : Epoch 1736 | loss: 0.0311186 | val_loss: 0.031185 | Time: 2016.39 ms
[2021-11-23 18:53:45 main:581] : INFO : Epoch 1737 | loss: 0.0311172 | val_loss: 0.0311728 | Time: 2041.87 ms
[2021-11-23 18:53:47 main:581] : INFO : Epoch 1738 | loss: 0.0311177 | val_loss: 0.0311788 | Time: 2031.82 ms
[2021-11-23 18:53:49 main:581] : INFO : Epoch 1739 | loss: 0.0311189 | val_loss: 0.0311703 | Time: 2034.33 ms
[2021-11-23 18:53:51 main:581] : INFO : Epoch 1740 | loss: 0.0311175 | val_loss: 0.0311708 | Time: 2038.78 ms
[2021-11-23 18:53:53 main:581] : INFO : Epoch 1741 | loss: 0.031118 | val_loss: 0.0311798 | Time: 2021.3 ms
[2021-11-23 18:53:55 main:581] : INFO : Epoch 1742 | loss: 0.031116 | val_loss: 0.0311681 | Time: 2020.8 ms
[2021-11-23 18:53:57 main:581] : INFO : Epoch 1743 | loss: 0.0311199 | val_loss: 0.0311711 | Time: 2023.45 ms
[2021-11-23 18:53:59 main:581] : INFO : Epoch 1744 | loss: 0.0311422 | val_loss: 0.0311675 | Time: 1992.72 ms
[2021-11-23 18:54:01 main:581] : INFO : Epoch 1745 | loss: 0.0311396 | val_loss: 0.0311729 | Time: 2005.51 ms
[2021-11-23 18:54:03 main:581] : INFO : Epoch 1746 | loss: 0.031134 | val_loss: 0.0311691 | Time: 2025.32 ms
[2021-11-23 18:54:05 main:581] : INFO : Epoch 1747 | loss: 0.0311337 | val_loss: 0.0311754 | Time: 2000.97 ms
[2021-11-23 18:54:07 main:581] : INFO : Epoch 1748 | loss: 0.0311283 | val_loss: 0.0311808 | Time: 1997.4 ms
[2021-11-23 18:54:09 main:581] : INFO : Epoch 1749 | loss: 0.0311268 | val_loss: 0.0311723 | Time: 2000.17 ms
[2021-11-23 18:54:11 main:581] : INFO : Epoch 1750 | loss: 0.0311255 | val_loss: 0.0311693 | Time: 2009.23 ms
[2021-11-23 18:54:13 main:581] : INFO : Epoch 1751 | loss: 0.0311239 | val_loss: 0.0311702 | Time: 1999.4 ms
[2021-11-23 18:54:15 main:581] : INFO : Epoch 1752 | loss: 0.0311253 | val_loss: 0.0311779 | Time: 2029.77 ms
[2021-11-23 18:54:17 main:581] : INFO : Epoch 1753 | loss: 0.0311273 | val_loss: 0.0311788 | Time: 2016.93 ms
[2021-11-23 18:54:19 main:581] : INFO : Epoch 1754 | loss: 0.0311258 | val_loss: 0.0311808 | Time: 2003.35 ms
[2021-11-23 18:54:21 main:581] : INFO : Epoch 1755 | loss: 0.0311272 | val_loss: 0.031173 | Time: 2029.41 ms
[2021-11-23 18:54:23 main:581] : INFO : Epoch 1756 | loss: 0.0311232 | val_loss: 0.031177 | Time: 2027.9 ms
[2021-11-23 18:54:25 main:581] : INFO : Epoch 1757 | loss: 0.0311201 | val_loss: 0.0311747 | Time: 2067.42 ms
[2021-11-23 18:54:27 main:581] : INFO : Epoch 1758 | loss: 0.0311194 | val_loss: 0.0311753 | Time: 2034.89 ms
[2021-11-23 18:54:29 main:581] : INFO : Epoch 1759 | loss: 0.031123 | val_loss: 0.031174 | Time: 2035.02 ms
[2021-11-23 18:54:31 main:581] : INFO : Epoch 1760 | loss: 0.0311232 | val_loss: 0.0311678 | Time: 2032.36 ms
[2021-11-23 18:54:33 main:581] : INFO : Epoch 1761 | loss: 0.0311203 | val_loss: 0.0311764 | Time: 2051.93 ms
[2021-11-23 18:54:35 main:581] : INFO : Epoch 1762 | loss: 0.0311221 | val_loss: 0.0311655 | Time: 2039.77 ms
[2021-11-23 18:54:37 main:581] : INFO : Epoch 1763 | loss: 0.0311507 | val_loss: 0.0311823 | Time: 2032.66 ms
[2021-11-23 18:54:39 main:581] : INFO : Epoch 1764 | loss: 0.0311657 | val_loss: 0.0311827 | Time: 2048.54 ms
[2021-11-23 18:54:41 main:581] : INFO : Epoch 1765 | loss: 0.031184 | val_loss: 0.031182 | Time: 2040.39 ms
[2021-11-23 18:54:43 main:581] : INFO : Epoch 1766 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 2027.54 ms
[2021-11-23 18:54:45 main:581] : INFO : Epoch 1767 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 2031.78 ms
[2021-11-23 18:54:47 main:581] : INFO : Epoch 1768 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 2026.08 ms
[2021-11-23 18:54:49 main:581] : INFO : Epoch 1769 | loss: 0.0311785 | val_loss: 0.0311779 | Time: 2028.56 ms
[2021-11-23 18:54:51 main:581] : INFO : Epoch 1770 | loss: 0.0311801 | val_loss: 0.031178 | Time: 2042.82 ms
[2021-11-23 18:54:53 main:581] : INFO : Epoch 1771 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2027.08 ms
[2021-11-23 18:54:55 main:581] : INFO : Epoch 1772 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 2021.77 ms
[2021-11-23 18:54:58 main:581] : INFO : Epoch 1773 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 2085.26 ms
[2021-11-23 18:55:00 main:581] : INFO : Epoch 1774 | loss: 0.0311695 | val_loss: 0.0311795 | Time: 2060.81 ms
[2021-11-23 18:55:02 main:581] : INFO : Epoch 1775 | loss: 0.0311688 | val_loss: 0.031178 | Time: 2043.97 ms
[2021-11-23 18:55:04 main:581] : INFO : Epoch 1776 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 2058.16 ms
[2021-11-23 18:55:06 main:581] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 2058.59 ms
[2021-11-23 18:55:08 main:581] : INFO : Epoch 1778 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 2025.24 ms
[2021-11-23 18:55:10 main:581] : INFO : Epoch 1779 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 2033.49 ms
[2021-11-23 18:55:12 main:581] : INFO : Epoch 1780 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 2020.78 ms
[2021-11-23 18:55:14 main:581] : INFO : Epoch 1781 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 2014.69 ms
[2021-11-23 18:55:16 main:581] : INFO : Epoch 1782 | loss: 0.031166 | val_loss: 0.0311801 | Time: 2032.46 ms
[2021-11-23 18:55:18 main:581] : INFO : Epoch 1783 | loss: 0.031164 | val_loss: 0.0311759 | Time: 2037.21 ms
[2021-11-23 18:55:20 main:581] : INFO : Epoch 1784 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 2034.68 ms
[2021-11-23 18:55:22 main:581] : INFO : Epoch 1785 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 2031.89 ms
[2021-11-23 18:55:24 main:581] : INFO : Epoch 1786 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 2023.53 ms
[2021-11-23 18:55:26 main:581] : INFO : Epoch 1787 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 2032.88 ms
[2021-11-23 18:55:28 main:581] : INFO : Epoch 1788 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 2033.62 ms
[2021-11-23 18:55:30 main:581] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 2054.7 ms
[2021-11-23 18:55:32 main:581] : INFO : Epoch 1790 | loss: 0.0311632 | val_loss: 0.0311758 | Time: 2035.06 ms
[2021-11-23 18:55:34 main:581] : INFO : Epoch 1791 | loss: 0.0311654 | val_loss: 0.0311784 | Time: 2054.14 ms
[2021-11-23 18:55:36 main:581] : INFO : Epoch 1792 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2045.36 ms
[2021-11-23 18:55:38 main:581] : INFO : Epoch 1793 | loss: 0.0311668 | val_loss: 0.0311867 | Time: 2027.11 ms
[2021-11-23 18:55:40 main:581] : INFO : Epoch 1794 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2031.84 ms
[2021-11-23 18:55:42 main:581] : INFO : Epoch 1795 | loss: 0.0311617 | val_loss: 0.0311739 | Time: 2041.02 ms
[2021-11-23 18:55:44 main:581] : INFO : Epoch 1796 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 2025.85 ms
[2021-11-23 18:55:46 main:581] : INFO : Epoch 1797 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 2035.73 ms
[2021-11-23 18:55:49 main:581] : INFO : Epoch 1798 | loss: 0.0311632 | val_loss: 0.0311771 | Time: 2038.88 ms
[2021-11-23 18:55:51 main:581] : INFO : Epoch 1799 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 2018.21 ms
[2021-11-23 18:55:53 main:581] : INFO : Epoch 1800 | loss: 0.0311578 | val_loss: 0.0311751 | Time: 2027.21 ms
[2021-11-23 18:55:55 main:581] : INFO : Epoch 1801 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 2033.52 ms
[2021-11-23 18:55:57 main:581] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311815 | Time: 2028.39 ms
[2021-11-23 18:55:59 main:581] : INFO : Epoch 1803 | loss: 0.0311635 | val_loss: 0.031177 | Time: 2051.46 ms
[2021-11-23 18:56:01 main:581] : INFO : Epoch 1804 | loss: 0.0311593 | val_loss: 0.0311765 | Time: 2042.68 ms
[2021-11-23 18:56:03 main:581] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311759 | Time: 2067.24 ms
[2021-11-23 18:56:05 main:581] : INFO : Epoch 1806 | loss: 0.0311596 | val_loss: 0.0311941 | Time: 2067.06 ms
[2021-11-23 18:56:07 main:581] : INFO : Epoch 1807 | loss: 0.0311606 | val_loss: 0.0311753 | Time: 2049.35 ms
[2021-11-23 18:56:09 main:581] : INFO : Epoch 1808 | loss: 0.0311559 | val_loss: 0.0311777 | Time: 2050.2 ms
[2021-11-23 18:56:11 main:581] : INFO : Epoch 1809 | loss: 0.031155 | val_loss: 0.0311776 | Time: 2057.7 ms
[2021-11-23 18:56:13 main:581] : INFO : Epoch 1810 | loss: 0.0311553 | val_loss: 0.0311855 | Time: 2012.09 ms
[2021-11-23 18:56:15 main:581] : INFO : Epoch 1811 | loss: 0.0311567 | val_loss: 0.031178 | Time: 2021.51 ms
[2021-11-23 18:56:17 main:581] : INFO : Epoch 1812 | loss: 0.031156 | val_loss: 0.0311759 | Time: 2028.73 ms
[2021-11-23 18:56:19 main:581] : INFO : Epoch 1813 | loss: 0.0311536 | val_loss: 0.0311775 | Time: 2040.2 ms
[2021-11-23 18:56:21 main:581] : INFO : Epoch 1814 | loss: 0.0311542 | val_loss: 0.0311822 | Time: 2020.12 ms
[2021-11-23 18:56:23 main:581] : INFO : Epoch 1815 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 2014.39 ms
[2021-11-23 18:56:25 main:581] : INFO : Epoch 1816 | loss: 0.0311554 | val_loss: 0.0311759 | Time: 2031.63 ms
[2021-11-23 18:56:27 main:581] : INFO : Epoch 1817 | loss: 0.0311528 | val_loss: 0.0311762 | Time: 2042.7 ms
[2021-11-23 18:56:29 main:581] : INFO : Epoch 1818 | loss: 0.0311532 | val_loss: 0.0311761 | Time: 2033.54 ms
[2021-11-23 18:56:31 main:581] : INFO : Epoch 1819 | loss: 0.0311529 | val_loss: 0.0311768 | Time: 2041.57 ms
[2021-11-23 18:56:33 main:581] : INFO : Epoch 1820 | loss: 0.0311511 | val_loss: 0.0311764 | Time: 2051.88 ms
[2021-11-23 18:56:35 main:581] : INFO : Epoch 1821 | loss: 0.0311525 | val_loss: 0.0311762 | Time: 2033.39 ms
[2021-11-23 18:56:37 main:581] : INFO : Epoch 1822 | loss: 0.0311515 | val_loss: 0.0311768 | Time: 2067.39 ms
[2021-11-23 18:56:39 main:581] : INFO : Epoch 1823 | loss: 0.0311515 | val_loss: 0.0311789 | Time: 2028.7 ms
[2021-11-23 18:56:42 main:581] : INFO : Epoch 1824 | loss: 0.031152 | val_loss: 0.0311765 | Time: 2056.27 ms
[2021-11-23 18:56:44 main:581] : INFO : Epoch 1825 | loss: 0.0311543 | val_loss: 0.031186 | Time: 2045.79 ms
[2021-11-23 18:56:46 main:581] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.0311892 | Time: 2030.39 ms
[2021-11-23 18:56:48 main:581] : INFO : Epoch 1827 | loss: 0.0311536 | val_loss: 0.0311753 | Time: 2020.83 ms
[2021-11-23 18:56:50 main:581] : INFO : Epoch 1828 | loss: 0.0311512 | val_loss: 0.0311779 | Time: 2031.12 ms
[2021-11-23 18:56:52 main:581] : INFO : Epoch 1829 | loss: 0.0311504 | val_loss: 0.031178 | Time: 2021.02 ms
[2021-11-23 18:56:54 main:581] : INFO : Epoch 1830 | loss: 0.0311507 | val_loss: 0.0311752 | Time: 1999.55 ms
[2021-11-23 18:56:56 main:581] : INFO : Epoch 1831 | loss: 0.0311509 | val_loss: 0.031176 | Time: 1998.18 ms
[2021-11-23 18:56:58 main:581] : INFO : Epoch 1832 | loss: 0.0311518 | val_loss: 0.0311756 | Time: 2011.48 ms
[2021-11-23 18:57:00 main:581] : INFO : Epoch 1833 | loss: 0.0311561 | val_loss: 0.0311839 | Time: 2009.79 ms
[2021-11-23 18:57:02 main:581] : INFO : Epoch 1834 | loss: 0.0311554 | val_loss: 0.031175 | Time: 2009.59 ms
[2021-11-23 18:57:04 main:581] : INFO : Epoch 1835 | loss: 0.0311531 | val_loss: 0.031174 | Time: 2008.13 ms
[2021-11-23 18:57:06 main:581] : INFO : Epoch 1836 | loss: 0.0311535 | val_loss: 0.0311747 | Time: 2037.79 ms
[2021-11-23 18:57:08 main:581] : INFO : Epoch 1837 | loss: 0.0311543 | val_loss: 0.0311847 | Time: 2075.87 ms
[2021-11-23 18:57:10 main:581] : INFO : Epoch 1838 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 2068.1 ms
[2021-11-23 18:57:12 main:581] : INFO : Epoch 1839 | loss: 0.0311502 | val_loss: 0.0311805 | Time: 2074.32 ms
[2021-11-23 18:57:14 main:581] : INFO : Epoch 1840 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 2022.07 ms
[2021-11-23 18:57:16 main:581] : INFO : Epoch 1841 | loss: 0.0311523 | val_loss: 0.0311777 | Time: 2010.25 ms
[2021-11-23 18:57:18 main:581] : INFO : Epoch 1842 | loss: 0.0311516 | val_loss: 0.0311778 | Time: 2047.42 ms
[2021-11-23 18:57:20 main:581] : INFO : Epoch 1843 | loss: 0.0311497 | val_loss: 0.0311765 | Time: 2045.31 ms
[2021-11-23 18:57:22 main:581] : INFO : Epoch 1844 | loss: 0.0311485 | val_loss: 0.0311779 | Time: 2016.67 ms
[2021-11-23 18:57:24 main:581] : INFO : Epoch 1845 | loss: 0.0311511 | val_loss: 0.0311777 | Time: 2029.28 ms
[2021-11-23 18:57:26 main:581] : INFO : Epoch 1846 | loss: 0.0311498 | val_loss: 0.0311811 | Time: 2058.87 ms
[2021-11-23 18:57:28 main:581] : INFO : Epoch 1847 | loss: 0.0311495 | val_loss: 0.0311815 | Time: 2068.05 ms
[2021-11-23 18:57:30 main:581] : INFO : Epoch 1848 | loss: 0.0311486 | val_loss: 0.0311784 | Time: 2031.2 ms
[2021-11-23 18:57:32 main:581] : INFO : Epoch 1849 | loss: 0.0311491 | val_loss: 0.0311759 | Time: 2028.79 ms
[2021-11-23 18:57:34 main:581] : INFO : Epoch 1850 | loss: 0.0311482 | val_loss: 0.0311809 | Time: 2016.55 ms
[2021-11-23 18:57:36 main:581] : INFO : Epoch 1851 | loss: 0.0311501 | val_loss: 0.031177 | Time: 2014.79 ms
[2021-11-23 18:57:38 main:581] : INFO : Epoch 1852 | loss: 0.0311473 | val_loss: 0.0311892 | Time: 2028.78 ms
[2021-11-23 18:57:40 main:581] : INFO : Epoch 1853 | loss: 0.0311496 | val_loss: 0.0311772 | Time: 2003.47 ms
[2021-11-23 18:57:42 main:581] : INFO : Epoch 1854 | loss: 0.0311467 | val_loss: 0.0311771 | Time: 2045.72 ms
[2021-11-23 18:57:44 main:581] : INFO : Epoch 1855 | loss: 0.0311446 | val_loss: 0.0311861 | Time: 2036.62 ms
[2021-11-23 18:57:47 main:581] : INFO : Epoch 1856 | loss: 0.0311539 | val_loss: 0.0311776 | Time: 2034.75 ms
[2021-11-23 18:57:49 main:581] : INFO : Epoch 1857 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 2046.5 ms
[2021-11-23 18:57:51 main:581] : INFO : Epoch 1858 | loss: 0.0311492 | val_loss: 0.0311783 | Time: 2045.37 ms
[2021-11-23 18:57:53 main:581] : INFO : Epoch 1859 | loss: 0.0311477 | val_loss: 0.0311705 | Time: 2060.28 ms
[2021-11-23 18:57:55 main:581] : INFO : Epoch 1860 | loss: 0.0311456 | val_loss: 0.0311816 | Time: 2046.92 ms
[2021-11-23 18:57:57 main:581] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311831 | Time: 2016.72 ms
[2021-11-23 18:57:59 main:581] : INFO : Epoch 1862 | loss: 0.0311454 | val_loss: 0.0311754 | Time: 2031.39 ms
[2021-11-23 18:58:01 main:581] : INFO : Epoch 1863 | loss: 0.0311449 | val_loss: 0.0311796 | Time: 2019.63 ms
[2021-11-23 18:58:03 main:581] : INFO : Epoch 1864 | loss: 0.0311443 | val_loss: 0.03118 | Time: 2002.9 ms
[2021-11-23 18:58:05 main:581] : INFO : Epoch 1865 | loss: 0.0311434 | val_loss: 0.0311769 | Time: 2041.62 ms
[2021-11-23 18:58:07 main:581] : INFO : Epoch 1866 | loss: 0.031141 | val_loss: 0.0311832 | Time: 2019.59 ms
[2021-11-23 18:58:09 main:581] : INFO : Epoch 1867 | loss: 0.0311461 | val_loss: 0.0311758 | Time: 2018.63 ms
[2021-11-23 18:58:11 main:581] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311818 | Time: 2023.81 ms
[2021-11-23 18:58:13 main:581] : INFO : Epoch 1869 | loss: 0.0311448 | val_loss: 0.0311807 | Time: 2027.64 ms
[2021-11-23 18:58:15 main:581] : INFO : Epoch 1870 | loss: 0.0311452 | val_loss: 0.0311815 | Time: 2056.42 ms
[2021-11-23 18:58:17 main:581] : INFO : Epoch 1871 | loss: 0.0311427 | val_loss: 0.0311749 | Time: 2054.02 ms
[2021-11-23 18:58:19 main:581] : INFO : Epoch 1872 | loss: 0.0311442 | val_loss: 0.0311815 | Time: 2034.77 ms
[2021-11-23 18:58:21 main:581] : INFO : Epoch 1873 | loss: 0.0311481 | val_loss: 0.0311756 | Time: 2031.59 ms
[2021-11-23 18:58:23 main:581] : INFO : Epoch 1874 | loss: 0.0311456 | val_loss: 0.0311828 | Time: 2023.02 ms
[2021-11-23 18:58:25 main:581] : INFO : Epoch 1875 | loss: 0.0311448 | val_loss: 0.0311827 | Time: 2027.72 ms
[2021-11-23 18:58:27 main:581] : INFO : Epoch 1876 | loss: 0.0311487 | val_loss: 0.0311854 | Time: 2037.86 ms
[2021-11-23 18:58:29 main:581] : INFO : Epoch 1877 | loss: 0.0311477 | val_loss: 0.0311768 | Time: 2044.55 ms
[2021-11-23 18:58:31 main:581] : INFO : Epoch 1878 | loss: 0.0311426 | val_loss: 0.0311816 | Time: 2038.48 ms
[2021-11-23 18:58:33 main:581] : INFO : Epoch 1879 | loss: 0.0311478 | val_loss: 0.0311865 | Time: 2023.76 ms
[2021-11-23 18:58:35 main:581] : INFO : Epoch 1880 | loss: 0.0311488 | val_loss: 0.0311882 | Time: 2023.33 ms
[2021-11-23 18:58:37 main:581] : INFO : Epoch 1881 | loss: 0.0311504 | val_loss: 0.0311774 | Time: 2031.45 ms
[2021-11-23 18:58:39 main:581] : INFO : Epoch 1882 | loss: 0.0311464 | val_loss: 0.0311762 | Time: 2060.03 ms
[2021-11-23 18:58:41 main:581] : INFO : Epoch 1883 | loss: 0.0311458 | val_loss: 0.0311822 | Time: 2026.26 ms
[2021-11-23 18:58:43 main:581] : INFO : Epoch 1884 | loss: 0.0311476 | val_loss: 0.0311825 | Time: 2048.39 ms
[2021-11-23 18:58:46 main:581] : INFO : Epoch 1885 | loss: 0.0311457 | val_loss: 0.0311788 | Time: 2040.21 ms
[2021-11-23 18:58:48 main:581] : INFO : Epoch 1886 | loss: 0.0311433 | val_loss: 0.031178 | Time: 2052.57 ms
[2021-11-23 18:58:50 main:581] : INFO : Epoch 1887 | loss: 0.0311464 | val_loss: 0.0311776 | Time: 2052.78 ms
[2021-11-23 18:58:52 main:581] : INFO : Epoch 1888 | loss: 0.0311434 | val_loss: 0.0311904 | Time: 2014.23 ms
[2021-11-23 18:58:54 main:581] : INFO : Epoch 1889 | loss: 0.0311507 | val_loss: 0.0311738 | Time: 2025 ms
[2021-11-23 18:58:56 main:581] : INFO : Epoch 1890 | loss: 0.0311491 | val_loss: 0.0311813 | Time: 2022.45 ms
[2021-11-23 18:58:58 main:581] : INFO : Epoch 1891 | loss: 0.0311454 | val_loss: 0.0311749 | Time: 2009.47 ms
[2021-11-23 18:59:00 main:581] : INFO : Epoch 1892 | loss: 0.0311477 | val_loss: 0.0311743 | Time: 1996.41 ms
[2021-11-23 18:59:02 main:581] : INFO : Epoch 1893 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 2009.53 ms
[2021-11-23 18:59:04 main:581] : INFO : Epoch 1894 | loss: 0.0311446 | val_loss: 0.0311739 | Time: 2026.24 ms
[2021-11-23 18:59:06 main:581] : INFO : Epoch 1895 | loss: 0.0311444 | val_loss: 0.0311769 | Time: 1991.51 ms
[2021-11-23 18:59:08 main:581] : INFO : Epoch 1896 | loss: 0.0311427 | val_loss: 0.0311726 | Time: 1971.61 ms
[2021-11-23 18:59:10 main:581] : INFO : Epoch 1897 | loss: 0.0311699 | val_loss: 0.0311822 | Time: 2000.2 ms
[2021-11-23 18:59:12 main:581] : INFO : Epoch 1898 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1995.79 ms
[2021-11-23 18:59:14 main:581] : INFO : Epoch 1899 | loss: 0.031171 | val_loss: 0.0311746 | Time: 1987.61 ms
[2021-11-23 18:59:16 main:581] : INFO : Epoch 1900 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 1981 ms
[2021-11-23 18:59:18 main:581] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.0311816 | Time: 1988.68 ms
[2021-11-23 18:59:20 main:581] : INFO : Epoch 1902 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2003.35 ms
[2021-11-23 18:59:22 main:581] : INFO : Epoch 1903 | loss: 0.0311631 | val_loss: 0.031178 | Time: 2026.35 ms
[2021-11-23 18:59:24 main:581] : INFO : Epoch 1904 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 2015.53 ms
[2021-11-23 18:59:26 main:581] : INFO : Epoch 1905 | loss: 0.0311629 | val_loss: 0.0311777 | Time: 1999.87 ms
[2021-11-23 18:59:28 main:581] : INFO : Epoch 1906 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 2009.51 ms
[2021-11-23 18:59:30 main:581] : INFO : Epoch 1907 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 1999.47 ms
[2021-11-23 18:59:32 main:581] : INFO : Epoch 1908 | loss: 0.0311607 | val_loss: 0.0311768 | Time: 1971.98 ms
[2021-11-23 18:59:34 main:581] : INFO : Epoch 1909 | loss: 0.0311586 | val_loss: 0.0311765 | Time: 1985.74 ms
[2021-11-23 18:59:36 main:581] : INFO : Epoch 1910 | loss: 0.0311561 | val_loss: 0.031175 | Time: 2003.91 ms
[2021-11-23 18:59:38 main:581] : INFO : Epoch 1911 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 2011.91 ms
[2021-11-23 18:59:40 main:581] : INFO : Epoch 1912 | loss: 0.0311562 | val_loss: 0.0311843 | Time: 1997.4 ms
[2021-11-23 18:59:42 main:581] : INFO : Epoch 1913 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 1980 ms
[2021-11-23 18:59:44 main:581] : INFO : Epoch 1914 | loss: 0.0311571 | val_loss: 0.0311723 | Time: 1967.92 ms
[2021-11-23 18:59:46 main:581] : INFO : Epoch 1915 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 1985.04 ms
[2021-11-23 18:59:48 main:581] : INFO : Epoch 1916 | loss: 0.0311617 | val_loss: 0.0311876 | Time: 1986.47 ms
[2021-11-23 18:59:50 main:581] : INFO : Epoch 1917 | loss: 0.031163 | val_loss: 0.0311745 | Time: 1980.31 ms
[2021-11-23 18:59:52 main:581] : INFO : Epoch 1918 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 1970.6 ms
[2021-11-23 18:59:54 main:581] : INFO : Epoch 1919 | loss: 0.0311526 | val_loss: 0.0311758 | Time: 1983.56 ms
[2021-11-23 18:59:56 main:581] : INFO : Epoch 1920 | loss: 0.0311556 | val_loss: 0.031175 | Time: 2050.55 ms
[2021-11-23 18:59:58 main:581] : INFO : Epoch 1921 | loss: 0.0311541 | val_loss: 0.031174 | Time: 1998.4 ms
[2021-11-23 19:00:00 main:581] : INFO : Epoch 1922 | loss: 0.0311534 | val_loss: 0.0311736 | Time: 2016.07 ms
[2021-11-23 19:00:02 main:581] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 2001.6 ms
[2021-11-23 19:00:04 main:581] : INFO : Epoch 1924 | loss: 0.0311521 | val_loss: 0.0311728 | Time: 2010.02 ms
[2021-11-23 19:00:06 main:581] : INFO : Epoch 1925 | loss: 0.0311528 | val_loss: 0.0311713 | Time: 2006.97 ms
[2021-11-23 19:00:08 main:581] : INFO : Epoch 1926 | loss: 0.031154 | val_loss: 0.0311738 | Time: 2000.56 ms
[2021-11-23 19:00:10 main:581] : INFO : Epoch 1927 | loss: 0.0311524 | val_loss: 0.0311781 | Time: 1998.66 ms
[2021-11-23 19:00:12 main:581] : INFO : Epoch 1928 | loss: 0.0311516 | val_loss: 0.0311768 | Time: 2004.32 ms
[2021-11-23 19:00:14 main:581] : INFO : Epoch 1929 | loss: 0.0311516 | val_loss: 0.0311753 | Time: 1979.39 ms
[2021-11-23 19:00:16 main:581] : INFO : Epoch 1930 | loss: 0.0311518 | val_loss: 0.031179 | Time: 1988.56 ms
[2021-11-23 19:00:18 main:581] : INFO : Epoch 1931 | loss: 0.0311506 | val_loss: 0.0311739 | Time: 2013.18 ms
[2021-11-23 19:00:20 main:581] : INFO : Epoch 1932 | loss: 0.0311503 | val_loss: 0.0311753 | Time: 1991.6 ms
[2021-11-23 19:00:22 main:581] : INFO : Epoch 1933 | loss: 0.0311487 | val_loss: 0.031174 | Time: 2008.06 ms
[2021-11-23 19:00:24 main:581] : INFO : Epoch 1934 | loss: 0.0311492 | val_loss: 0.031181 | Time: 2042.4 ms
[2021-11-23 19:00:26 main:581] : INFO : Epoch 1935 | loss: 0.0311494 | val_loss: 0.0311743 | Time: 2017.75 ms
[2021-11-23 19:00:28 main:581] : INFO : Epoch 1936 | loss: 0.03115 | val_loss: 0.0311801 | Time: 2046.69 ms
[2021-11-23 19:00:30 main:581] : INFO : Epoch 1937 | loss: 0.0311488 | val_loss: 0.0311774 | Time: 2009.08 ms
[2021-11-23 19:00:32 main:581] : INFO : Epoch 1938 | loss: 0.0311504 | val_loss: 0.0311772 | Time: 2020.63 ms
[2021-11-23 19:00:34 main:581] : INFO : Epoch 1939 | loss: 0.03115 | val_loss: 0.0311754 | Time: 2025.83 ms
[2021-11-23 19:00:36 main:581] : INFO : Epoch 1940 | loss: 0.031149 | val_loss: 0.0311768 | Time: 2022.53 ms
[2021-11-23 19:00:38 main:581] : INFO : Epoch 1941 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 2036.39 ms
[2021-11-23 19:00:40 main:581] : INFO : Epoch 1942 | loss: 0.0311573 | val_loss: 0.0311764 | Time: 2014.91 ms
[2021-11-23 19:00:42 main:581] : INFO : Epoch 1943 | loss: 0.0311564 | val_loss: 0.0311754 | Time: 2015.39 ms
[2021-11-23 19:00:44 main:581] : INFO : Epoch 1944 | loss: 0.0311522 | val_loss: 0.0311772 | Time: 2039.07 ms
[2021-11-23 19:00:46 main:581] : INFO : Epoch 1945 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 2014.46 ms
[2021-11-23 19:00:48 main:581] : INFO : Epoch 1946 | loss: 0.0311524 | val_loss: 0.0311756 | Time: 2082.33 ms
[2021-11-23 19:00:50 main:581] : INFO : Epoch 1947 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 2056.54 ms
[2021-11-23 19:00:52 main:581] : INFO : Epoch 1948 | loss: 0.0311523 | val_loss: 0.0311879 | Time: 2038.46 ms
[2021-11-23 19:00:54 main:581] : INFO : Epoch 1949 | loss: 0.0311497 | val_loss: 0.0311768 | Time: 2043.41 ms
[2021-11-23 19:00:56 main:581] : INFO : Epoch 1950 | loss: 0.0311476 | val_loss: 0.0311759 | Time: 2082.04 ms
[2021-11-23 19:00:58 main:581] : INFO : Epoch 1951 | loss: 0.0311488 | val_loss: 0.0311745 | Time: 2076.18 ms
[2021-11-23 19:01:00 main:581] : INFO : Epoch 1952 | loss: 0.0311478 | val_loss: 0.0311798 | Time: 2054.66 ms
[2021-11-23 19:01:02 main:581] : INFO : Epoch 1953 | loss: 0.0311522 | val_loss: 0.0311766 | Time: 2131.41 ms
[2021-11-23 19:01:05 main:581] : INFO : Epoch 1954 | loss: 0.0311492 | val_loss: 0.0311788 | Time: 2063.43 ms
[2021-11-23 19:01:07 main:581] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.031179 | Time: 2068.64 ms
[2021-11-23 19:01:09 main:581] : INFO : Epoch 1956 | loss: 0.0311478 | val_loss: 0.0311795 | Time: 2060.72 ms
[2021-11-23 19:01:11 main:581] : INFO : Epoch 1957 | loss: 0.0311488 | val_loss: 0.0311768 | Time: 2111.65 ms
[2021-11-23 19:01:13 main:581] : INFO : Epoch 1958 | loss: 0.0311468 | val_loss: 0.0311743 | Time: 2081.58 ms
[2021-11-23 19:01:15 main:581] : INFO : Epoch 1959 | loss: 0.0311476 | val_loss: 0.0311741 | Time: 2051.77 ms
[2021-11-23 19:01:17 main:581] : INFO : Epoch 1960 | loss: 0.0311469 | val_loss: 0.0311731 | Time: 2042.68 ms
[2021-11-23 19:01:19 main:581] : INFO : Epoch 1961 | loss: 0.0311463 | val_loss: 0.0311803 | Time: 2068.04 ms
[2021-11-23 19:01:21 main:581] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311788 | Time: 2052.52 ms
[2021-11-23 19:01:23 main:581] : INFO : Epoch 1963 | loss: 0.0311504 | val_loss: 0.0311744 | Time: 2019.17 ms
[2021-11-23 19:01:25 main:581] : INFO : Epoch 1964 | loss: 0.0311482 | val_loss: 0.031176 | Time: 2058.65 ms
[2021-11-23 19:01:27 main:581] : INFO : Epoch 1965 | loss: 0.0311457 | val_loss: 0.0311774 | Time: 2053.2 ms
[2021-11-23 19:01:29 main:581] : INFO : Epoch 1966 | loss: 0.0311466 | val_loss: 0.0311726 | Time: 2070.39 ms
[2021-11-23 19:01:31 main:581] : INFO : Epoch 1967 | loss: 0.0311451 | val_loss: 0.0311774 | Time: 2061.79 ms
[2021-11-23 19:01:33 main:581] : INFO : Epoch 1968 | loss: 0.0311444 | val_loss: 0.0311816 | Time: 2059.01 ms
[2021-11-23 19:01:35 main:581] : INFO : Epoch 1969 | loss: 0.031145 | val_loss: 0.0311732 | Time: 2010.76 ms
[2021-11-23 19:01:37 main:581] : INFO : Epoch 1970 | loss: 0.0311437 | val_loss: 0.0311797 | Time: 2031.3 ms
[2021-11-23 19:01:39 main:581] : INFO : Epoch 1971 | loss: 0.0311441 | val_loss: 0.0311806 | Time: 2013.91 ms
[2021-11-23 19:01:42 main:581] : INFO : Epoch 1972 | loss: 0.031145 | val_loss: 0.0311809 | Time: 2041.26 ms
[2021-11-23 19:01:44 main:581] : INFO : Epoch 1973 | loss: 0.0311423 | val_loss: 0.0311727 | Time: 2000.11 ms
[2021-11-23 19:01:46 main:581] : INFO : Epoch 1974 | loss: 0.0311438 | val_loss: 0.0311741 | Time: 2019.96 ms
[2021-11-23 19:01:48 main:581] : INFO : Epoch 1975 | loss: 0.0311483 | val_loss: 0.031173 | Time: 2012.01 ms
[2021-11-23 19:01:50 main:581] : INFO : Epoch 1976 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 2047.57 ms
[2021-11-23 19:01:52 main:581] : INFO : Epoch 1977 | loss: 0.0311452 | val_loss: 0.0311749 | Time: 2014.66 ms
[2021-11-23 19:01:54 main:581] : INFO : Epoch 1978 | loss: 0.0311448 | val_loss: 0.0311778 | Time: 2034.97 ms
[2021-11-23 19:01:56 main:581] : INFO : Epoch 1979 | loss: 0.031147 | val_loss: 0.0311778 | Time: 2075.72 ms
[2021-11-23 19:01:58 main:581] : INFO : Epoch 1980 | loss: 0.0311464 | val_loss: 0.0311763 | Time: 2024.14 ms
[2021-11-23 19:02:00 main:581] : INFO : Epoch 1981 | loss: 0.0311428 | val_loss: 0.0311757 | Time: 1999.65 ms
[2021-11-23 19:02:02 main:581] : INFO : Epoch 1982 | loss: 0.0311418 | val_loss: 0.0311767 | Time: 2019.13 ms
[2021-11-23 19:02:04 main:581] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311727 | Time: 2002.6 ms
[2021-11-23 19:02:06 main:581] : INFO : Epoch 1984 | loss: 0.0311462 | val_loss: 0.0311815 | Time: 2080.23 ms
[2021-11-23 19:02:08 main:581] : INFO : Epoch 1985 | loss: 0.0311468 | val_loss: 0.0311758 | Time: 2049.68 ms
[2021-11-23 19:02:10 main:581] : INFO : Epoch 1986 | loss: 0.0311432 | val_loss: 0.031176 | Time: 2055.64 ms
[2021-11-23 19:02:12 main:581] : INFO : Epoch 1987 | loss: 0.0311441 | val_loss: 0.031181 | Time: 1999.98 ms
[2021-11-23 19:02:14 main:581] : INFO : Epoch 1988 | loss: 0.0311418 | val_loss: 0.0311772 | Time: 2003.56 ms
[2021-11-23 19:02:16 main:581] : INFO : Epoch 1989 | loss: 0.0311449 | val_loss: 0.0311789 | Time: 2021.85 ms
[2021-11-23 19:02:18 main:581] : INFO : Epoch 1990 | loss: 0.0311467 | val_loss: 0.0311755 | Time: 2022.21 ms
[2021-11-23 19:02:20 main:581] : INFO : Epoch 1991 | loss: 0.0311452 | val_loss: 0.0311739 | Time: 2030 ms
[2021-11-23 19:02:22 main:581] : INFO : Epoch 1992 | loss: 0.0311433 | val_loss: 0.0311741 | Time: 2000.95 ms
[2021-11-23 19:02:24 main:581] : INFO : Epoch 1993 | loss: 0.0311424 | val_loss: 0.0311859 | Time: 2012.55 ms
[2021-11-23 19:02:26 main:581] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311736 | Time: 2000.81 ms
[2021-11-23 19:02:28 main:581] : INFO : Epoch 1995 | loss: 0.0311544 | val_loss: 0.0311833 | Time: 2015.13 ms
[2021-11-23 19:02:30 main:581] : INFO : Epoch 1996 | loss: 0.0311557 | val_loss: 0.0311762 | Time: 2002.45 ms
[2021-11-23 19:02:32 main:581] : INFO : Epoch 1997 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 2002.15 ms
[2021-11-23 19:02:34 main:581] : INFO : Epoch 1998 | loss: 0.0311501 | val_loss: 0.0311767 | Time: 2001.62 ms
[2021-11-23 19:02:36 main:581] : INFO : Epoch 1999 | loss: 0.0311546 | val_loss: 0.031184 | Time: 1994.72 ms
[2021-11-23 19:02:38 main:581] : INFO : Epoch 2000 | loss: 0.0311546 | val_loss: 0.0311777 | Time: 2000.78 ms
[2021-11-23 19:02:40 main:581] : INFO : Epoch 2001 | loss: 0.0311532 | val_loss: 0.0311769 | Time: 2050.34 ms
[2021-11-23 19:02:42 main:581] : INFO : Epoch 2002 | loss: 0.0311502 | val_loss: 0.0311864 | Time: 2024.94 ms
[2021-11-23 19:02:44 main:581] : INFO : Epoch 2003 | loss: 0.0311487 | val_loss: 0.0311774 | Time: 2024.41 ms
[2021-11-23 19:02:46 main:581] : INFO : Epoch 2004 | loss: 0.0311485 | val_loss: 0.0311761 | Time: 2029.6 ms
[2021-11-23 19:02:48 main:581] : INFO : Epoch 2005 | loss: 0.0311472 | val_loss: 0.0311799 | Time: 2015.35 ms
[2021-11-23 19:02:50 main:581] : INFO : Epoch 2006 | loss: 0.0311441 | val_loss: 0.0311821 | Time: 2016.45 ms
[2021-11-23 19:02:52 main:581] : INFO : Epoch 2007 | loss: 0.0311421 | val_loss: 0.0311788 | Time: 2000.25 ms
[2021-11-23 19:02:54 main:581] : INFO : Epoch 2008 | loss: 0.0311463 | val_loss: 0.0311803 | Time: 1989.58 ms
[2021-11-23 19:02:56 main:581] : INFO : Epoch 2009 | loss: 0.0311494 | val_loss: 0.0311788 | Time: 1974.47 ms
[2021-11-23 19:02:58 main:581] : INFO : Epoch 2010 | loss: 0.0311506 | val_loss: 0.0311788 | Time: 2006.21 ms
[2021-11-23 19:03:00 main:581] : INFO : Epoch 2011 | loss: 0.0311501 | val_loss: 0.0311754 | Time: 1994.52 ms
[2021-11-23 19:03:02 main:581] : INFO : Epoch 2012 | loss: 0.0311561 | val_loss: 0.0311891 | Time: 1989.54 ms
[2021-11-23 19:03:04 main:581] : INFO : Epoch 2013 | loss: 0.0311721 | val_loss: 0.031182 | Time: 2014.61 ms
[2021-11-23 19:03:06 main:581] : INFO : Epoch 2014 | loss: 0.0311688 | val_loss: 0.0311825 | Time: 2017.37 ms
[2021-11-23 19:03:08 main:581] : INFO : Epoch 2015 | loss: 0.0311663 | val_loss: 0.0311798 | Time: 1991.28 ms
[2021-11-23 19:03:10 main:581] : INFO : Epoch 2016 | loss: 0.0311633 | val_loss: 0.0311859 | Time: 1968.46 ms
[2021-11-23 19:03:12 main:581] : INFO : Epoch 2017 | loss: 0.0311608 | val_loss: 0.0311841 | Time: 2030.61 ms
[2021-11-23 19:03:14 main:581] : INFO : Epoch 2018 | loss: 0.0311604 | val_loss: 0.0311875 | Time: 2033.75 ms
[2021-11-23 19:03:16 main:581] : INFO : Epoch 2019 | loss: 0.0311614 | val_loss: 0.0311822 | Time: 1986.93 ms
[2021-11-23 19:03:18 main:581] : INFO : Epoch 2020 | loss: 0.0311667 | val_loss: 0.0311819 | Time: 1987.18 ms
[2021-11-23 19:03:20 main:581] : INFO : Epoch 2021 | loss: 0.0311587 | val_loss: 0.0311811 | Time: 2003.74 ms
[2021-11-23 19:03:22 main:581] : INFO : Epoch 2022 | loss: 0.0311558 | val_loss: 0.0311804 | Time: 1975.64 ms
[2021-11-23 19:03:24 main:581] : INFO : Epoch 2023 | loss: 0.031157 | val_loss: 0.0311861 | Time: 1980.25 ms
[2021-11-23 19:03:26 main:581] : INFO : Epoch 2024 | loss: 0.0311581 | val_loss: 0.0311793 | Time: 2001.16 ms
[2021-11-23 19:03:28 main:581] : INFO : Epoch 2025 | loss: 0.0311544 | val_loss: 0.0311813 | Time: 1995.89 ms
[2021-11-23 19:03:30 main:581] : INFO : Epoch 2026 | loss: 0.0311518 | val_loss: 0.0311815 | Time: 1999.72 ms
[2021-11-23 19:03:32 main:581] : INFO : Epoch 2027 | loss: 0.0311531 | val_loss: 0.0311821 | Time: 1997.57 ms
[2021-11-23 19:03:34 main:581] : INFO : Epoch 2028 | loss: 0.031156 | val_loss: 0.0311785 | Time: 1999.13 ms
[2021-11-23 19:03:36 main:581] : INFO : Epoch 2029 | loss: 0.0311565 | val_loss: 0.0311801 | Time: 2015.09 ms
[2021-11-23 19:03:38 main:581] : INFO : Epoch 2030 | loss: 0.0311525 | val_loss: 0.0311784 | Time: 1991.19 ms
[2021-11-23 19:03:40 main:581] : INFO : Epoch 2031 | loss: 0.031151 | val_loss: 0.0311787 | Time: 2034.89 ms
[2021-11-23 19:03:42 main:581] : INFO : Epoch 2032 | loss: 0.0311499 | val_loss: 0.0311804 | Time: 2003.13 ms
[2021-11-23 19:03:44 main:581] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.0311778 | Time: 2012.34 ms
[2021-11-23 19:03:46 main:581] : INFO : Epoch 2034 | loss: 0.031151 | val_loss: 0.0311761 | Time: 2035.79 ms
[2021-11-23 19:03:48 main:581] : INFO : Epoch 2035 | loss: 0.0311502 | val_loss: 0.0311768 | Time: 2018.73 ms
[2021-11-23 19:03:50 main:581] : INFO : Epoch 2036 | loss: 0.0311524 | val_loss: 0.0311811 | Time: 2026.2 ms
[2021-11-23 19:03:52 main:581] : INFO : Epoch 2037 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 2016.45 ms
[2021-11-23 19:03:54 main:581] : INFO : Epoch 2038 | loss: 0.0311518 | val_loss: 0.0311793 | Time: 2005.07 ms
[2021-11-23 19:03:56 main:581] : INFO : Epoch 2039 | loss: 0.0311524 | val_loss: 0.03118 | Time: 2015.03 ms
[2021-11-23 19:03:58 main:581] : INFO : Epoch 2040 | loss: 0.0311578 | val_loss: 0.031182 | Time: 2008.48 ms
[2021-11-23 19:04:00 main:581] : INFO : Epoch 2041 | loss: 0.0311558 | val_loss: 0.0311779 | Time: 2016.92 ms
[2021-11-23 19:04:02 main:581] : INFO : Epoch 2042 | loss: 0.0311496 | val_loss: 0.0311799 | Time: 2002.83 ms
[2021-11-23 19:04:04 main:581] : INFO : Epoch 2043 | loss: 0.031147 | val_loss: 0.0311792 | Time: 2023.23 ms
[2021-11-23 19:04:06 main:581] : INFO : Epoch 2044 | loss: 0.0311473 | val_loss: 0.031181 | Time: 2015.41 ms
[2021-11-23 19:04:08 main:581] : INFO : Epoch 2045 | loss: 0.0311497 | val_loss: 0.0311818 | Time: 2015.41 ms
[2021-11-23 19:04:10 main:581] : INFO : Epoch 2046 | loss: 0.0311476 | val_loss: 0.0311757 | Time: 2006.58 ms
[2021-11-23 19:04:12 main:581] : INFO : Epoch 2047 | loss: 0.031151 | val_loss: 0.0311779 | Time: 2041.13 ms
[2021-11-23 19:04:14 main:581] : INFO : Epoch 2048 | loss: 0.03115 | val_loss: 0.0311771 | Time: 2007.23 ms
[2021-11-23 19:04:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311771
[2021-11-23 19:04:14 main:610] : INFO : Saving end state to config to file
[2021-11-23 19:04:14 main:615] : INFO : Success, exiting..
19:04:14 (4708): 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)