Task 3362411
| Name | ParityModified-1608176193-10998-1_0 |
| Workunit | 1622331 |
| Created | 20 Dec 2020, 1:21:44 UTC |
| Sent | 21 Dec 2020, 4:45:51 UTC |
| Report deadline | 28 Dec 2020, 4:45:51 UTC |
| Received | 21 Dec 2020, 18:10:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 36 sec |
| CPU time | 1 hours 8 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 21 main:581] : INFO : Epoch 1538 | loss: 0.0310731 | val_loss: 0.0312142 | Time: 2020.04 ms [2020-12-21 12:53:23 main:581] : INFO : Epoch 1539 | loss: 0.0310686 | val_loss: 0.0312232 | Time: 2024.01 ms [2020-12-21 12:53:25 main:581] : INFO : Epoch 1540 | loss: 0.0310694 | val_loss: 0.0312315 | Time: 2009.13 ms [2020-12-21 12:53:27 main:581] : INFO : Epoch 1541 | loss: 0.031062 | val_loss: 0.0312298 | Time: 2023.31 ms [2020-12-21 12:53:29 main:581] : INFO : Epoch 1542 | loss: 0.0310646 | val_loss: 0.0312321 | Time: 2025.13 ms [2020-12-21 12:53:31 main:581] : INFO : Epoch 1543 | loss: 0.0310541 | val_loss: 0.0312478 | Time: 2031.65 ms [2020-12-21 12:53:33 main:581] : INFO : Epoch 1544 | loss: 0.0310596 | val_loss: 0.0312398 | Time: 2024.88 ms [2020-12-21 12:53:35 main:581] : INFO : Epoch 1545 | loss: 0.0310603 | val_loss: 0.0312378 | Time: 2022.09 ms [2020-12-21 12:53:37 main:581] : INFO : Epoch 1546 | loss: 0.0310568 | val_loss: 0.0312456 | Time: 2028.57 ms [2020-12-21 12:53:39 main:581] : INFO : Epoch 1547 | loss: 0.0310589 | val_loss: 0.0312288 | Time: 2022.44 ms [2020-12-21 12:53:41 main:581] : INFO : Epoch 1548 | loss: 0.0310611 | val_loss: 0.0312372 | Time: 2018.97 ms [2020-12-21 12:53:43 main:581] : INFO : Epoch 1549 | loss: 0.0310605 | val_loss: 0.0312301 | Time: 2017.87 ms [2020-12-21 12:53:45 main:581] : INFO : Epoch 1550 | loss: 0.0310621 | val_loss: 0.0312331 | Time: 2014.4 ms [2020-12-21 12:53:47 main:581] : INFO : Epoch 1551 | loss: 0.0310563 | val_loss: 0.0312418 | Time: 2015.59 ms [2020-12-21 12:53:49 main:581] : INFO : Epoch 1552 | loss: 0.0310646 | val_loss: 0.0312171 | Time: 2016.48 ms [2020-12-21 12:53:51 main:581] : INFO : Epoch 1553 | loss: 0.0310772 | val_loss: 0.0312196 | Time: 2012.14 ms [2020-12-21 12:53:53 main:581] : INFO : Epoch 1554 | loss: 0.0310702 | val_loss: 0.0312251 | Time: 2010.89 ms [2020-12-21 12:53:55 main:581] : INFO : Epoch 1555 | loss: 0.0310655 | val_loss: 0.0312207 | Time: 2017.04 ms [2020-12-21 12:53:57 main:581] : INFO : Epoch 1556 | loss: 0.0310652 | val_loss: 0.0312358 | Time: 2016.22 ms [2020-12-21 12:53:59 main:581] : INFO : Epoch 1557 | loss: 0.0310641 | val_loss: 0.0312271 | Time: 2015.1 ms [2020-12-21 12:54:01 main:581] : INFO : Epoch 1558 | loss: 0.0310652 | val_loss: 0.0312387 | Time: 2013.34 ms [2020-12-21 12:54:03 main:581] : INFO : Epoch 1559 | loss: 0.0310599 | val_loss: 0.0312277 | Time: 2014.19 ms [2020-12-21 12:54:05 main:581] : INFO : Epoch 1560 | loss: 0.0310599 | val_loss: 0.0312306 | Time: 2024.86 ms [2020-12-21 12:54:07 main:581] : INFO : Epoch 1561 | loss: 0.0310564 | val_loss: 0.0312376 | Time: 2017.02 ms [2020-12-21 12:54:10 main:581] : INFO : Epoch 1562 | loss: 0.0310652 | val_loss: 0.031215 | Time: 2015.3 ms [2020-12-21 12:54:12 main:581] : INFO : Epoch 1563 | loss: 0.0310598 | val_loss: 0.0312339 | Time: 1998.64 ms [2020-12-21 12:54:14 main:581] : INFO : Epoch 1564 | loss: 0.0310576 | val_loss: 0.0312439 | Time: 2013.94 ms [2020-12-21 12:54:16 main:581] : INFO : Epoch 1565 | loss: 0.031054 | val_loss: 0.0312335 | Time: 2013.24 ms [2020-12-21 12:54:18 main:581] : INFO : Epoch 1566 | loss: 0.0310531 | val_loss: 0.0312499 | Time: 2022.56 ms [2020-12-21 12:54:20 main:581] : INFO : Epoch 1567 | loss: 0.0310597 | val_loss: 0.0312509 | Time: 2021.1 ms [2020-12-21 12:54:22 main:581] : INFO : Epoch 1568 | loss: 0.0310579 | val_loss: 0.031239 | Time: 2009.99 ms [2020-12-21 12:54:24 main:581] : INFO : Epoch 1569 | loss: 0.0310582 | val_loss: 0.0312376 | Time: 2018.92 ms [2020-12-21 12:54:26 main:581] : INFO : Epoch 1570 | loss: 0.0310589 | val_loss: 0.0312196 | Time: 2020.17 ms [2020-12-21 12:54:28 main:581] : INFO : Epoch 1571 | loss: 0.0310536 | val_loss: 0.0312299 | Time: 2015.73 ms [2020-12-21 12:54:30 main:581] : INFO : Epoch 1572 | loss: 0.0310564 | val_loss: 0.0312356 | Time: 2012.98 ms [2020-12-21 12:54:32 main:581] : INFO : Epoch 1573 | loss: 0.0310588 | val_loss: 0.0312414 | Time: 2016.13 ms [2020-12-21 12:54:34 main:581] : INFO : Epoch 1574 | loss: 0.0310553 | val_loss: 0.0312203 | Time: 2017.42 ms [2020-12-21 12:54:36 main:581] : INFO : Epoch 1575 | loss: 0.0310598 | val_loss: 0.0312402 | Time: 2017.36 ms [2020-12-21 12:54:38 main:581] : INFO : Epoch 1576 | loss: 0.0310628 | val_loss: 0.0312269 | Time: 2028.16 ms [2020-12-21 12:54:40 main:581] : INFO : Epoch 1577 | loss: 0.0310632 | val_loss: 0.031236 | Time: 2017.71 ms [2020-12-21 12:54:42 main:581] : INFO : Epoch 1578 | loss: 0.031059 | val_loss: 0.0312372 | Time: 2019.06 ms [2020-12-21 12:54:44 main:581] : INFO : Epoch 1579 | loss: 0.0310529 | val_loss: 0.0312467 | Time: 2018.15 ms [2020-12-21 12:54:46 main:581] : INFO : Epoch 1580 | loss: 0.0310548 | val_loss: 0.0312423 | Time: 2018.97 ms [2020-12-21 12:54:48 main:581] : INFO : Epoch 1581 | loss: 0.0310581 | val_loss: 0.0312489 | Time: 2020.69 ms [2020-12-21 12:54:50 main:581] : INFO : Epoch 1582 | loss: 0.0310586 | val_loss: 0.031234 | Time: 2030.03 ms [2020-12-21 12:54:52 main:581] : INFO : Epoch 1583 | loss: 0.0310529 | val_loss: 0.0312345 | Time: 2017.9 ms [2020-12-21 12:54:54 main:581] : INFO : Epoch 1584 | loss: 0.0310647 | val_loss: 0.0312394 | Time: 2017.46 ms [2020-12-21 12:54:56 main:581] : INFO : Epoch 1585 | loss: 0.0310671 | val_loss: 0.031229 | Time: 2013.04 ms [2020-12-21 12:54:58 main:581] : INFO : Epoch 1586 | loss: 0.0310647 | val_loss: 0.0312428 | Time: 2022.18 ms [2020-12-21 12:55:00 main:581] : INFO : Epoch 1587 | loss: 0.0310544 | val_loss: 0.0312387 | Time: 2021.37 ms [2020-12-21 12:55:02 main:581] : INFO : Epoch 1588 | loss: 0.0310466 | val_loss: 0.0312261 | Time: 2020.54 ms [2020-12-21 12:55:04 main:581] : INFO : Epoch 1589 | loss: 0.0310525 | val_loss: 0.0312282 | Time: 2019.74 ms [2020-12-21 12:55:06 main:581] : INFO : Epoch 1590 | loss: 0.0310509 | val_loss: 0.0312512 | Time: 2020.77 ms [2020-12-21 12:55:08 main:581] : INFO : Epoch 1591 | loss: 0.0310525 | val_loss: 0.0312346 | Time: 2026.53 ms [2020-12-21 12:55:10 main:581] : INFO : Epoch 1592 | loss: 0.0310574 | val_loss: 0.0312331 | Time: 2021.04 ms [2020-12-21 12:55:12 main:581] : INFO : Epoch 1593 | loss: 0.0310691 | val_loss: 0.0312151 | Time: 2021.76 ms [2020-12-21 12:55:14 main:581] : INFO : Epoch 1594 | loss: 0.031071 | val_loss: 0.031221 | Time: 2021.56 ms [2020-12-21 12:55:16 main:581] : INFO : Epoch 1595 | loss: 0.0310565 | val_loss: 0.0312666 | Time: 2028.64 ms [2020-12-21 12:55:18 main:581] : INFO : Epoch 1596 | loss: 0.0310553 | val_loss: 0.0312485 | Time: 2016.14 ms [2020-12-21 12:55:20 main:581] : INFO : Epoch 1597 | loss: 0.0310566 | val_loss: 0.0312408 | Time: 2020.24 ms [2020-12-21 12:55:22 main:581] : INFO : Epoch 1598 | loss: 0.0310623 | val_loss: 0.031224 | Time: 2022.12 ms [2020-12-21 12:55:24 main:581] : INFO : Epoch 1599 | loss: 0.0310699 | val_loss: 0.0312271 | Time: 2021.65 ms [2020-12-21 12:55:26 main:581] : INFO : Epoch 1600 | loss: 0.0310848 | val_loss: 0.0312113 | Time: 2023.02 ms [2020-12-21 12:55:28 main:581] : INFO : Epoch 1601 | loss: 0.0310953 | val_loss: 0.031213 | Time: 2009.28 ms [2020-12-21 12:55:30 main:581] : INFO : Epoch 1602 | loss: 0.0310843 | val_loss: 0.0312357 | Time: 2023.32 ms [2020-12-21 12:55:32 main:581] : INFO : Epoch 1603 | loss: 0.0310791 | val_loss: 0.0312286 | Time: 2027.67 ms [2020-12-21 12:55:34 main:581] : INFO : Epoch 1604 | loss: 0.0310658 | val_loss: 0.0312372 | Time: 2020.62 ms [2020-12-21 12:55:36 main:581] : INFO : Epoch 1605 | loss: 0.0310581 | val_loss: 0.0312263 | Time: 2015.7 ms [2020-12-21 12:55:38 main:581] : INFO : Epoch 1606 | loss: 0.0310518 | val_loss: 0.0312401 | Time: 2016.23 ms [2020-12-21 12:55:40 main:581] : INFO : Epoch 1607 | loss: 0.0310575 | val_loss: 0.0312356 | Time: 2016.77 ms [2020-12-21 12:55:42 main:581] : INFO : Epoch 1608 | loss: 0.0310555 | val_loss: 0.0312367 | Time: 2019.69 ms [2020-12-21 12:55:44 main:581] : INFO : Epoch 1609 | loss: 0.0310504 | val_loss: 0.0312487 | Time: 2017.79 ms [2020-12-21 12:55:46 main:581] : INFO : Epoch 1610 | loss: 0.031057 | val_loss: 0.0312274 | Time: 2016.83 ms [2020-12-21 12:55:48 main:581] : INFO : Epoch 1611 | loss: 0.0310644 | val_loss: 0.0312312 | Time: 2017.38 ms [2020-12-21 12:55:50 main:581] : INFO : Epoch 1612 | loss: 0.031062 | val_loss: 0.0312458 | Time: 2025.14 ms [2020-12-21 12:55:52 main:581] : INFO : Epoch 1613 | loss: 0.0310548 | val_loss: 0.0312351 | Time: 2022.24 ms [2020-12-21 12:55:55 main:581] : INFO : Epoch 1614 | loss: 0.0310521 | val_loss: 0.0312363 | Time: 2015.68 ms [2020-12-21 12:55:57 main:581] : INFO : Epoch 1615 | loss: 0.0310515 | val_loss: 0.0312433 | Time: 2019.89 ms [2020-12-21 12:55:59 main:581] : INFO : Epoch 1616 | loss: 0.0310591 | val_loss: 0.0312343 | Time: 2018.31 ms [2020-12-21 12:56:01 main:581] : INFO : Epoch 1617 | loss: 0.0310577 | val_loss: 0.0312426 | Time: 2025.97 ms [2020-12-21 12:56:03 main:581] : INFO : Epoch 1618 | loss: 0.0310526 | val_loss: 0.0312363 | Time: 2018.43 ms [2020-12-21 12:56:05 main:581] : INFO : Epoch 1619 | loss: 0.031049 | val_loss: 0.0312329 | Time: 2015.52 ms [2020-12-21 12:56:07 main:581] : INFO : Epoch 1620 | loss: 0.0310519 | val_loss: 0.031236 | Time: 2021.21 ms [2020-12-21 12:56:09 main:581] : INFO : Epoch 1621 | loss: 0.0310564 | val_loss: 0.031229 | Time: 2017.26 ms [2020-12-21 12:56:11 main:581] : INFO : Epoch 1622 | loss: 0.0310552 | val_loss: 0.0312342 | Time: 2016.67 ms [2020-12-21 12:56:13 main:581] : INFO : Epoch 1623 | loss: 0.0310511 | val_loss: 0.0312403 | Time: 2022.72 ms [2020-12-21 12:56:15 main:581] : INFO : Epoch 1624 | loss: 0.0310663 | val_loss: 0.0312218 | Time: 2009.82 ms [2020-12-21 12:56:17 main:581] : INFO : Epoch 1625 | loss: 0.0310662 | val_loss: 0.0312385 | Time: 2007.62 ms [2020-12-21 12:56:19 main:581] : INFO : Epoch 1626 | loss: 0.0311054 | val_loss: 0.0312134 | Time: 1998.43 ms [2020-12-21 12:56:21 main:581] : INFO : Epoch 1627 | loss: 0.0310795 | val_loss: 0.0312335 | Time: 2004.53 ms [2020-12-21 12:56:23 main:581] : INFO : Epoch 1628 | loss: 0.0310631 | val_loss: 0.0312317 | Time: 2013.8 ms [2020-12-21 12:56:25 main:581] : INFO : Epoch 1629 | loss: 0.0310549 | val_loss: 0.0312252 | Time: 2005.4 ms [2020-12-21 12:56:27 main:581] : INFO : Epoch 1630 | loss: 0.0310604 | val_loss: 0.0312164 | Time: 2004.38 ms [2020-12-21 12:56:29 main:581] : INFO : Epoch 1631 | loss: 0.0310603 | val_loss: 0.031231 | Time: 2001.07 ms [2020-12-21 12:56:31 main:581] : INFO : Epoch 1632 | loss: 0.0310504 | val_loss: 0.0312513 | Time: 2008.69 ms [2020-12-21 12:56:33 main:581] : INFO : Epoch 1633 | loss: 0.0310569 | val_loss: 0.0312255 | Time: 2004.82 ms [2020-12-21 12:56:35 main:581] : INFO : Epoch 1634 | loss: 0.0310504 | val_loss: 0.0312466 | Time: 2013.67 ms [2020-12-21 12:56:37 main:581] : INFO : Epoch 1635 | loss: 0.031045 | val_loss: 0.0312382 | Time: 2009.33 ms [2020-12-21 12:56:39 main:581] : INFO : Epoch 1636 | loss: 0.0311649 | val_loss: 0.0311967 | Time: 1946.58 ms [2020-12-21 12:56:41 main:581] : INFO : Epoch 1637 | loss: 0.031185 | val_loss: 0.0311832 | Time: 1988.5 ms [2020-12-21 12:56:43 main:581] : INFO : Epoch 1638 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 1992.89 ms [2020-12-21 12:56:45 main:581] : INFO : Epoch 1639 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1947.35 ms [2020-12-21 12:56:47 main:581] : INFO : Epoch 1640 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 1948.43 ms [2020-12-21 12:56:49 main:581] : INFO : Epoch 1641 | loss: 0.0311569 | val_loss: 0.0311746 | Time: 1945.12 ms [2020-12-21 12:56:50 main:581] : INFO : Epoch 1642 | loss: 0.0311563 | val_loss: 0.0311729 | Time: 1958.01 ms [2020-12-21 12:56:52 main:581] : INFO : Epoch 1643 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 1950.32 ms [2020-12-21 12:56:54 main:581] : INFO : Epoch 1644 | loss: 0.031153 | val_loss: 0.0311675 | Time: 1967.2 ms [2020-12-21 12:56:56 main:581] : INFO : Epoch 1645 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 1948.32 ms [2020-12-21 12:56:58 main:581] : INFO : Epoch 1646 | loss: 0.0311445 | val_loss: 0.0311658 | Time: 2021.03 ms [2020-12-21 12:57:00 main:581] : INFO : Epoch 1647 | loss: 0.0311419 | val_loss: 0.0311671 | Time: 1991.53 ms [2020-12-21 12:57:02 main:581] : INFO : Epoch 1648 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 2013.98 ms [2020-12-21 12:57:04 main:581] : INFO : Epoch 1649 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 1955.08 ms [2020-12-21 12:57:06 main:581] : INFO : Epoch 1650 | loss: 0.0311395 | val_loss: 0.0311662 | Time: 1946.19 ms [2020-12-21 12:57:08 main:581] : INFO : Epoch 1651 | loss: 0.0311365 | val_loss: 0.0311655 | Time: 1983.8 ms [2020-12-21 12:57:10 main:581] : INFO : Epoch 1652 | loss: 0.0311347 | val_loss: 0.0311674 | Time: 2016.33 ms [2020-12-21 12:57:12 main:581] : INFO : Epoch 1653 | loss: 0.0311331 | val_loss: 0.0311679 | Time: 2013.36 ms [2020-12-21 12:57:14 main:581] : INFO : Epoch 1654 | loss: 0.0311314 | val_loss: 0.0311742 | Time: 2011.81 ms [2020-12-21 12:57:16 main:581] : INFO : Epoch 1655 | loss: 0.0311299 | val_loss: 0.0311685 | Time: 1948.98 ms [2020-12-21 12:57:18 main:581] : INFO : Epoch 1656 | loss: 0.0311298 | val_loss: 0.0311701 | Time: 2006.87 ms [2020-12-21 12:57:20 main:581] : INFO : Epoch 1657 | loss: 0.0311306 | val_loss: 0.0311715 | Time: 2007.39 ms [2020-12-21 12:57:22 main:581] : INFO : Epoch 1658 | loss: 0.0311291 | val_loss: 0.0311721 | Time: 2020.47 ms [2020-12-21 12:57:24 main:581] : INFO : Epoch 1659 | loss: 0.0311271 | val_loss: 0.0311692 | Time: 2019.99 ms [2020-12-21 12:57:26 main:581] : INFO : Epoch 1660 | loss: 0.0311285 | val_loss: 0.0311746 | Time: 2008.12 ms [2020-12-21 12:57:28 main:581] : INFO : Epoch 1661 | loss: 0.0311263 | val_loss: 0.0311739 | Time: 2004.17 ms [2020-12-21 12:57:30 main:581] : INFO : Epoch 1662 | loss: 0.0311241 | val_loss: 0.0311736 | Time: 2010.92 ms [2020-12-21 12:57:32 main:581] : INFO : Epoch 1663 | loss: 0.0311223 | val_loss: 0.0311763 | Time: 2020.36 ms [2020-12-21 12:57:34 main:581] : INFO : Epoch 1664 | loss: 0.0311253 | val_loss: 0.0311737 | Time: 2030.11 ms [2020-12-21 12:57:36 main:581] : INFO : Epoch 1665 | loss: 0.0311224 | val_loss: 0.031175 | Time: 2023.33 ms [2020-12-21 12:57:38 main:581] : INFO : Epoch 1666 | loss: 0.0311228 | val_loss: 0.0311756 | Time: 2013.17 ms [2020-12-21 12:57:40 main:581] : INFO : Epoch 1667 | loss: 0.0311209 | val_loss: 0.031179 | Time: 2024.37 ms [2020-12-21 12:57:42 main:581] : INFO : Epoch 1668 | loss: 0.0311203 | val_loss: 0.0311773 | Time: 2021.78 ms [2020-12-21 12:57:45 main:581] : INFO : Epoch 1669 | loss: 0.0311188 | val_loss: 0.0311774 | Time: 2022.05 ms [2020-12-21 12:57:47 main:581] : INFO : Epoch 1670 | loss: 0.0311196 | val_loss: 0.0311874 | Time: 2023.31 ms [2020-12-21 12:57:49 main:581] : INFO : Epoch 1671 | loss: 0.0311201 | val_loss: 0.0311786 | Time: 2024.77 ms [2020-12-21 12:57:51 main:581] : INFO : Epoch 1672 | loss: 0.031117 | val_loss: 0.0311797 | Time: 2026.61 ms [2020-12-21 12:57:53 main:581] : INFO : Epoch 1673 | loss: 0.0311174 | val_loss: 0.0311816 | Time: 2033.62 ms [2020-12-21 12:57:55 main:581] : INFO : Epoch 1674 | loss: 0.0311155 | val_loss: 0.0311858 | Time: 2014.46 ms [2020-12-21 12:57:57 main:581] : INFO : Epoch 1675 | loss: 0.0311171 | val_loss: 0.031181 | Time: 2020.56 ms [2020-12-21 12:57:59 main:581] : INFO : Epoch 1676 | loss: 0.0311136 | val_loss: 0.0311853 | Time: 2014.35 ms [2020-12-21 12:58:01 main:581] : INFO : Epoch 1677 | loss: 0.0311133 | val_loss: 0.0311884 | Time: 2036.25 ms [2020-12-21 12:58:03 main:581] : INFO : Epoch 1678 | loss: 0.0311145 | val_loss: 0.0311797 | Time: 2024.65 ms [2020-12-21 12:58:05 main:581] : INFO : Epoch 1679 | loss: 0.0311153 | val_loss: 0.03118 | Time: 2026.25 ms [2020-12-21 12:58:07 main:581] : INFO : Epoch 1680 | loss: 0.0311129 | val_loss: 0.031179 | Time: 2024.85 ms [2020-12-21 12:58:09 main:581] : INFO : Epoch 1681 | loss: 0.0311121 | val_loss: 0.031183 | Time: 2023.1 ms [2020-12-21 12:58:11 main:581] : INFO : Epoch 1682 | loss: 0.0311108 | val_loss: 0.0311868 | Time: 2023.24 ms [2020-12-21 12:58:13 main:581] : INFO : Epoch 1683 | loss: 0.0311114 | val_loss: 0.0311856 | Time: 2022.01 ms [2020-12-21 12:58:15 main:581] : INFO : Epoch 1684 | loss: 0.0311112 | val_loss: 0.0311865 | Time: 2023.89 ms [2020-12-21 12:58:17 main:581] : INFO : Epoch 1685 | loss: 0.0311093 | val_loss: 0.0311896 | Time: 2022.04 ms [2020-12-21 12:58:19 main:581] : INFO : Epoch 1686 | loss: 0.03111 | val_loss: 0.0311817 | Time: 1961.02 ms [2020-12-21 12:58:21 main:581] : INFO : Epoch 1687 | loss: 0.0311081 | val_loss: 0.0311816 | Time: 1919.06 ms [2020-12-21 12:58:23 main:581] : INFO : Epoch 1688 | loss: 0.0311097 | val_loss: 0.0311885 | Time: 2004.73 ms [2020-12-21 12:58:25 main:581] : INFO : Epoch 1689 | loss: 0.0311116 | val_loss: 0.0311849 | Time: 2004 ms [2020-12-21 12:58:27 main:581] : INFO : Epoch 1690 | loss: 0.0311073 | val_loss: 0.0311843 | Time: 2003.64 ms [2020-12-21 12:58:29 main:581] : INFO : Epoch 1691 | loss: 0.0311145 | val_loss: 0.0311826 | Time: 2011.81 ms [2020-12-21 12:58:31 main:581] : INFO : Epoch 1692 | loss: 0.0311171 | val_loss: 0.0311803 | Time: 2019.34 ms [2020-12-21 12:58:33 main:581] : INFO : Epoch 1693 | loss: 0.0311148 | val_loss: 0.0311843 | Time: 2020.26 ms [2020-12-21 12:58:35 main:581] : INFO : Epoch 1694 | loss: 0.0311145 | val_loss: 0.0311877 | Time: 2017.34 ms [2020-12-21 12:58:37 main:581] : INFO : Epoch 1695 | loss: 0.0311116 | val_loss: 0.0311844 | Time: 2022.13 ms [2020-12-21 12:58:39 main:581] : INFO : Epoch 1696 | loss: 0.031106 | val_loss: 0.0311832 | Time: 2015.88 ms [2020-12-21 12:58:41 main:581] : INFO : Epoch 1697 | loss: 0.0311071 | val_loss: 0.0311848 | Time: 2003.59 ms [2020-12-21 12:58:43 main:581] : INFO : Epoch 1698 | loss: 0.0311062 | val_loss: 0.0311817 | Time: 2006.61 ms [2020-12-21 12:58:45 main:581] : INFO : Epoch 1699 | loss: 0.0311055 | val_loss: 0.0311892 | Time: 2007.29 ms [2020-12-21 12:58:47 main:581] : INFO : Epoch 1700 | loss: 0.031106 | val_loss: 0.0311947 | Time: 2009.37 ms [2020-12-21 12:58:49 main:581] : INFO : Epoch 1701 | loss: 0.0311053 | val_loss: 0.0311891 | Time: 2004.87 ms [2020-12-21 12:58:51 main:581] : INFO : Epoch 1702 | loss: 0.0311031 | val_loss: 0.0311852 | Time: 2005.61 ms [2020-12-21 12:58:53 main:581] : INFO : Epoch 1703 | loss: 0.0311015 | val_loss: 0.0311867 | Time: 2008.1 ms [2020-12-21 12:58:55 main:581] : INFO : Epoch 1704 | loss: 0.031104 | val_loss: 0.0311891 | Time: 2004.9 ms [2020-12-21 12:58:57 main:581] : INFO : Epoch 1705 | loss: 0.0311071 | val_loss: 0.0311839 | Time: 2012.52 ms [2020-12-21 12:58:59 main:581] : INFO : Epoch 1706 | loss: 0.0311232 | val_loss: 0.0311813 | Time: 2020.14 ms [2020-12-21 12:59:01 main:581] : INFO : Epoch 1707 | loss: 0.0311259 | val_loss: 0.0311845 | Time: 2003.51 ms [2020-12-21 12:59:03 main:581] : INFO : Epoch 1708 | loss: 0.0311174 | val_loss: 0.0311764 | Time: 2011.23 ms [2020-12-21 12:59:05 main:581] : INFO : Epoch 1709 | loss: 0.0311134 | val_loss: 0.0311814 | Time: 2011.89 ms [2020-12-21 12:59:07 main:581] : INFO : Epoch 1710 | loss: 0.0311082 | val_loss: 0.0311861 | Time: 2008.56 ms [2020-12-21 12:59:09 main:581] : INFO : Epoch 1711 | loss: 0.0311069 | val_loss: 0.0311868 | Time: 2008.78 ms [2020-12-21 12:59:11 main:581] : INFO : Epoch 1712 | loss: 0.0311045 | val_loss: 0.0311859 | Time: 2008.29 ms [2020-12-21 12:59:13 main:581] : INFO : Epoch 1713 | loss: 0.0311069 | val_loss: 0.0311858 | Time: 2002.41 ms [2020-12-21 12:59:15 main:581] : INFO : Epoch 1714 | loss: 0.0311048 | val_loss: 0.0311944 | Time: 2007.34 ms [2020-12-21 12:59:17 main:581] : INFO : Epoch 1715 | loss: 0.0311076 | val_loss: 0.0311811 | Time: 2010.77 ms [2020-12-21 12:59:19 main:581] : INFO : Epoch 1716 | loss: 0.0311096 | val_loss: 0.0311978 | Time: 1982.95 ms [2020-12-21 12:59:21 main:581] : INFO : Epoch 1717 | loss: 0.0311085 | val_loss: 0.0311798 | Time: 1849.22 ms [2020-12-21 12:59:23 main:581] : INFO : Epoch 1718 | loss: 0.0311057 | val_loss: 0.031182 | Time: 2014.12 ms [2020-12-21 12:59:25 main:581] : INFO : Epoch 1719 | loss: 0.0311046 | val_loss: 0.0311792 | Time: 2023.23 ms [2020-12-21 12:59:27 main:581] : INFO : Epoch 1720 | loss: 0.0311059 | val_loss: 0.0311805 | Time: 2000.46 ms [2020-12-21 12:59:29 main:581] : INFO : Epoch 1721 | loss: 0.0311075 | val_loss: 0.0311827 | Time: 2011 ms [2020-12-21 12:59:31 main:581] : INFO : Epoch 1722 | loss: 0.0311043 | val_loss: 0.0311856 | Time: 1879.03 ms [2020-12-21 12:59:33 main:581] : INFO : Epoch 1723 | loss: 0.0311052 | val_loss: 0.0311871 | Time: 1987.83 ms [2020-12-21 12:59:35 main:581] : INFO : Epoch 1724 | loss: 0.0311005 | val_loss: 0.0311807 | Time: 1937.35 ms [2020-12-21 12:59:37 main:581] : INFO : Epoch 1725 | loss: 0.0310981 | val_loss: 0.0311882 | Time: 1956.61 ms [2020-12-21 12:59:39 main:581] : INFO : Epoch 1726 | loss: 0.0311023 | val_loss: 0.0311839 | Time: 2005.43 ms [2020-12-21 12:59:41 main:581] : INFO : Epoch 1727 | loss: 0.0311013 | val_loss: 0.0311823 | Time: 1995.29 ms [2020-12-21 12:59:43 main:581] : INFO : Epoch 1728 | loss: 0.0311012 | val_loss: 0.0311866 | Time: 1989.55 ms [2020-12-21 12:59:45 main:581] : INFO : Epoch 1729 | loss: 0.0311005 | val_loss: 0.0311932 | Time: 1946.7 ms [2020-12-21 12:59:47 main:581] : INFO : Epoch 1730 | loss: 0.0311029 | val_loss: 0.0311816 | Time: 2003.69 ms [2020-12-21 12:59:49 main:581] : INFO : Epoch 1731 | loss: 0.0310986 | val_loss: 0.0311935 | Time: 1948.83 ms [2020-12-21 12:59:51 main:581] : INFO : Epoch 1732 | loss: 0.0310984 | val_loss: 0.0311863 | Time: 1971.94 ms [2020-12-21 12:59:53 main:581] : INFO : Epoch 1733 | loss: 0.0310994 | val_loss: 0.0311942 | Time: 2003.19 ms [2020-12-21 12:59:55 main:581] : INFO : Epoch 1734 | loss: 0.0310984 | val_loss: 0.0311857 | Time: 2012.49 ms [2020-12-21 12:59:57 main:581] : INFO : Epoch 1735 | loss: 0.0310952 | val_loss: 0.0311882 | Time: 1958.18 ms [2020-12-21 12:59:58 main:581] : INFO : Epoch 1736 | loss: 0.031095 | val_loss: 0.0311917 | Time: 1952.77 ms [2020-12-21 13:00:00 main:581] : INFO : Epoch 1737 | loss: 0.0310995 | val_loss: 0.0311907 | Time: 1919.71 ms [2020-12-21 13:00:02 main:581] : INFO : Epoch 1738 | loss: 0.0310993 | val_loss: 0.0311872 | Time: 1950.03 ms [2020-12-21 13:00:04 main:581] : INFO : Epoch 1739 | loss: 0.0310993 | val_loss: 0.0311855 | Time: 2009.85 ms [2020-12-21 13:00:06 main:581] : INFO : Epoch 1740 | loss: 0.031097 | val_loss: 0.0311851 | Time: 2013.6 ms [2020-12-21 13:00:08 main:581] : INFO : Epoch 1741 | loss: 0.0310977 | val_loss: 0.0311901 | Time: 2017.82 ms [2020-12-21 13:00:10 main:581] : INFO : Epoch 1742 | loss: 0.0310963 | val_loss: 0.0311863 | Time: 2013.67 ms [2020-12-21 13:00:12 main:581] : INFO : Epoch 1743 | loss: 0.0310952 | val_loss: 0.0311926 | Time: 2007.75 ms [2020-12-21 13:00:14 main:581] : INFO : Epoch 1744 | loss: 0.0310985 | val_loss: 0.0311938 | Time: 2008.38 ms [2020-12-21 13:00:16 main:581] : INFO : Epoch 1745 | loss: 0.0311047 | val_loss: 0.0311958 | Time: 2004.56 ms [2020-12-21 13:00:18 main:581] : INFO : Epoch 1746 | loss: 0.0311004 | val_loss: 0.0311906 | Time: 2010.37 ms [2020-12-21 13:00:20 main:581] : INFO : Epoch 1747 | loss: 0.0311028 | val_loss: 0.0311935 | Time: 2015.16 ms [2020-12-21 13:00:22 main:581] : INFO : Epoch 1748 | loss: 0.0311005 | val_loss: 0.0311854 | Time: 1924 ms [2020-12-21 13:00:24 main:581] : INFO : Epoch 1749 | loss: 0.0310971 | val_loss: 0.0311935 | Time: 1993.07 ms [2020-12-21 13:00:26 main:581] : INFO : Epoch 1750 | loss: 0.0310982 | val_loss: 0.0311868 | Time: 2003.87 ms [2020-12-21 13:00:28 main:581] : INFO : Epoch 1751 | loss: 0.0310957 | val_loss: 0.0312011 | Time: 1988.98 ms [2020-12-21 13:00:30 main:581] : INFO : Epoch 1752 | loss: 0.0310942 | val_loss: 0.0311871 | Time: 1924.85 ms [2020-12-21 13:00:32 main:581] : INFO : Epoch 1753 | loss: 0.0310934 | val_loss: 0.0311877 | Time: 1919.22 ms [2020-12-21 13:00:34 main:581] : INFO : Epoch 1754 | loss: 0.0310949 | val_loss: 0.0311899 | Time: 1967.05 ms [2020-12-21 13:00:36 main:581] : INFO : Epoch 1755 | loss: 0.0310965 | val_loss: 0.0311868 | Time: 1993.42 ms [2020-12-21 13:00:38 main:581] : INFO : Epoch 1756 | loss: 0.0311008 | val_loss: 0.0311909 | Time: 1998.38 ms [2020-12-21 13:00:40 main:581] : INFO : Epoch 1757 | loss: 0.0311004 | val_loss: 0.0311904 | Time: 2007.41 ms [2020-12-21 13:00:42 main:581] : INFO : Epoch 1758 | loss: 0.0310895 | val_loss: 0.0311916 | Time: 1998.01 ms [2020-12-21 13:00:44 main:581] : INFO : Epoch 1759 | loss: 0.0310889 | val_loss: 0.0311934 | Time: 1995.03 ms [2020-12-21 13:00:46 main:581] : INFO : Epoch 1760 | loss: 0.0310933 | val_loss: 0.0311929 | Time: 1988.56 ms [2020-12-21 13:00:48 main:581] : INFO : Epoch 1761 | loss: 0.0310986 | val_loss: 0.031194 | Time: 1979.95 ms [2020-12-21 13:00:50 main:581] : INFO : Epoch 1762 | loss: 0.0310966 | val_loss: 0.0311961 | Time: 1974.74 ms [2020-12-21 13:00:52 main:581] : INFO : Epoch 1763 | loss: 0.0310954 | val_loss: 0.0311945 | Time: 2007.02 ms [2020-12-21 13:00:54 main:581] : INFO : Epoch 1764 | loss: 0.0310972 | val_loss: 0.0312001 | Time: 2007 ms [2020-12-21 13:00:56 main:581] : INFO : Epoch 1765 | loss: 0.0310968 | val_loss: 0.0311918 | Time: 1996.41 ms [2020-12-21 13:00:58 main:581] : INFO : Epoch 1766 | loss: 0.0310948 | val_loss: 0.0311912 | Time: 2004.41 ms [2020-12-21 13:01:00 main:581] : INFO : Epoch 1767 | loss: 0.0310971 | val_loss: 0.0311926 | Time: 1994.36 ms [2020-12-21 13:01:02 main:581] : INFO : Epoch 1768 | loss: 0.0310951 | val_loss: 0.0311968 | Time: 1995.49 ms [2020-12-21 13:01:04 main:581] : INFO : Epoch 1769 | loss: 0.0310909 | val_loss: 0.0311991 | Time: 1997.41 ms [2020-12-21 13:01:06 main:581] : INFO : Epoch 1770 | loss: 0.0310943 | val_loss: 0.0311958 | Time: 1998.17 ms [2020-12-21 13:01:08 main:581] : INFO : Epoch 1771 | loss: 0.0310974 | val_loss: 0.0311979 | Time: 2004.18 ms [2020-12-21 13:01:10 main:581] : INFO : Epoch 1772 | loss: 0.031093 | val_loss: 0.0311882 | Time: 1994.21 ms [2020-12-21 13:01:12 main:581] : INFO : Epoch 1773 | loss: 0.0310944 | val_loss: 0.0311839 | Time: 2000.7 ms [2020-12-21 13:01:14 main:581] : INFO : Epoch 1774 | loss: 0.0310969 | val_loss: 0.0311916 | Time: 1990.43 ms [2020-12-21 13:01:16 main:581] : INFO : Epoch 1775 | loss: 0.0311019 | val_loss: 0.0311882 | Time: 1940.44 ms [2020-12-21 13:01:18 main:581] : INFO : Epoch 1776 | loss: 0.0310947 | val_loss: 0.0311948 | Time: 1997.31 ms [2020-12-21 13:01:20 main:581] : INFO : Epoch 1777 | loss: 0.0310943 | val_loss: 0.0312057 | Time: 1992.88 ms [2020-12-21 13:01:22 main:581] : INFO : Epoch 1778 | loss: 0.0310914 | val_loss: 0.031196 | Time: 1999.09 ms [2020-12-21 13:01:24 main:581] : INFO : Epoch 1779 | loss: 0.0310902 | val_loss: 0.0311965 | Time: 2005.73 ms [2020-12-21 13:01:26 main:581] : INFO : Epoch 1780 | loss: 0.0310916 | val_loss: 0.0311928 | Time: 2004.48 ms [2020-12-21 13:01:28 main:581] : INFO : Epoch 1781 | loss: 0.0310898 | val_loss: 0.0311999 | Time: 2003.7 ms [2020-12-21 13:01:30 main:581] : INFO : Epoch 1782 | loss: 0.0310919 | val_loss: 0.0311908 | Time: 2012.49 ms [2020-12-21 13:01:32 main:581] : INFO : Epoch 1783 | loss: 0.031087 | val_loss: 0.0311994 | Time: 1998.67 ms [2020-12-21 13:01:34 main:581] : INFO : Epoch 1784 | loss: 0.0310912 | val_loss: 0.0312004 | Time: 1979.27 ms [2020-12-21 13:01:36 main:581] : INFO : Epoch 1785 | loss: 0.0310896 | val_loss: 0.0311994 | Time: 1951.17 ms [2020-12-21 13:01:38 main:581] : INFO : Epoch 1786 | loss: 0.0310969 | val_loss: 0.0311871 | Time: 1952.26 ms [2020-12-21 13:01:40 main:581] : INFO : Epoch 1787 | loss: 0.0311035 | val_loss: 0.0312002 | Time: 1987.3 ms [2020-12-21 13:01:42 main:581] : INFO : Epoch 1788 | loss: 0.0311009 | val_loss: 0.0311862 | Time: 2002 ms [2020-12-21 13:01:44 main:581] : INFO : Epoch 1789 | loss: 0.0310957 | val_loss: 0.0311944 | Time: 1994.85 ms [2020-12-21 13:01:46 main:581] : INFO : Epoch 1790 | loss: 0.0311092 | val_loss: 0.0311991 | Time: 2004.14 ms [2020-12-21 13:01:48 main:581] : INFO : Epoch 1791 | loss: 0.0311017 | val_loss: 0.0311897 | Time: 2002.34 ms [2020-12-21 13:01:50 main:581] : INFO : Epoch 1792 | loss: 0.0310914 | val_loss: 0.0312031 | Time: 2001.5 ms [2020-12-21 13:01:52 main:581] : INFO : Epoch 1793 | loss: 0.0310863 | val_loss: 0.0311932 | Time: 2001.08 ms [2020-12-21 13:01:54 main:581] : INFO : Epoch 1794 | loss: 0.0310901 | val_loss: 0.0312001 | Time: 2004.73 ms [2020-12-21 13:01:56 main:581] : INFO : Epoch 1795 | loss: 0.0310899 | val_loss: 0.0312006 | Time: 2003.28 ms [2020-12-21 13:01:58 main:581] : INFO : Epoch 1796 | loss: 0.0310931 | val_loss: 0.0311932 | Time: 1999.26 ms [2020-12-21 13:02:00 main:581] : INFO : Epoch 1797 | loss: 0.0310934 | val_loss: 0.0311939 | Time: 1999.85 ms [2020-12-21 13:02:02 main:581] : INFO : Epoch 1798 | loss: 0.0310913 | val_loss: 0.0312062 | Time: 1994.94 ms [2020-12-21 13:02:04 main:581] : INFO : Epoch 1799 | loss: 0.0310911 | val_loss: 0.031201 | Time: 2004.16 ms [2020-12-21 13:02:06 main:581] : INFO : Epoch 1800 | loss: 0.0310918 | val_loss: 0.0311907 | Time: 2006.7 ms [2020-12-21 13:02:08 main:581] : INFO : Epoch 1801 | loss: 0.0310955 | val_loss: 0.0311873 | Time: 2017.61 ms [2020-12-21 13:02:10 main:581] : INFO : Epoch 1802 | loss: 0.0310984 | val_loss: 0.0311996 | Time: 1995.69 ms [2020-12-21 13:02:12 main:581] : INFO : Epoch 1803 | loss: 0.0310944 | val_loss: 0.0311989 | Time: 2009.4 ms [2020-12-21 13:02:14 main:581] : INFO : Epoch 1804 | loss: 0.0310918 | val_loss: 0.0311857 | Time: 2000.1 ms [2020-12-21 13:02:16 main:581] : INFO : Epoch 1805 | loss: 0.0310983 | val_loss: 0.031191 | Time: 2001.67 ms [2020-12-21 13:02:18 main:581] : INFO : Epoch 1806 | loss: 0.0310917 | val_loss: 0.0311896 | Time: 2002.15 ms [2020-12-21 13:02:20 main:581] : INFO : Epoch 1807 | loss: 0.0310921 | val_loss: 0.0311986 | Time: 1999.11 ms [2020-12-21 13:02:22 main:581] : INFO : Epoch 1808 | loss: 0.0310877 | val_loss: 0.0311932 | Time: 2011.89 ms [2020-12-21 13:02:24 main:581] : INFO : Epoch 1809 | loss: 0.0310909 | val_loss: 0.031202 | Time: 2001.3 ms [2020-12-21 13:02:26 main:581] : INFO : Epoch 1810 | loss: 0.0310889 | val_loss: 0.031198 | Time: 2000.82 ms [2020-12-21 13:02:28 main:581] : INFO : Epoch 1811 | loss: 0.0311035 | val_loss: 0.0311894 | Time: 2013.2 ms [2020-12-21 13:02:30 main:581] : INFO : Epoch 1812 | loss: 0.031095 | val_loss: 0.0312025 | Time: 1996.9 ms [2020-12-21 13:02:32 main:581] : INFO : Epoch 1813 | loss: 0.031094 | val_loss: 0.0311944 | Time: 2002.68 ms [2020-12-21 13:02:34 main:581] : INFO : Epoch 1814 | loss: 0.0310879 | val_loss: 0.0311952 | Time: 2007.34 ms [2020-12-21 13:02:36 main:581] : INFO : Epoch 1815 | loss: 0.0310826 | val_loss: 0.0311918 | Time: 1995.33 ms [2020-12-21 13:02:38 main:581] : INFO : Epoch 1816 | loss: 0.0310871 | val_loss: 0.0311982 | Time: 1997.98 ms [2020-12-21 13:02:40 main:581] : INFO : Epoch 1817 | loss: 0.0310858 | val_loss: 0.0312049 | Time: 2015.98 ms [2020-12-21 13:02:42 main:581] : INFO : Epoch 1818 | loss: 0.0310879 | val_loss: 0.0311958 | Time: 2002.34 ms [2020-12-21 13:02:44 main:581] : INFO : Epoch 1819 | loss: 0.0310865 | val_loss: 0.0312045 | Time: 2008.4 ms [2020-12-21 13:02:46 main:581] : INFO : Epoch 1820 | loss: 0.031085 | val_loss: 0.031197 | Time: 1998.83 ms [2020-12-21 13:02:48 main:581] : INFO : Epoch 1821 | loss: 0.0310822 | val_loss: 0.0312074 | Time: 1998.12 ms [2020-12-21 13:02:50 main:581] : INFO : Epoch 1822 | loss: 0.0310867 | val_loss: 0.0311875 | Time: 2001.79 ms [2020-12-21 13:02:52 main:581] : INFO : Epoch 1823 | loss: 0.0310974 | val_loss: 0.0311966 | Time: 2005.47 ms [2020-12-21 13:02:54 main:581] : INFO : Epoch 1824 | loss: 0.0310945 | val_loss: 0.0312044 | Time: 1999.81 ms [2020-12-21 13:02:56 main:581] : INFO : Epoch 1825 | loss: 0.0310896 | val_loss: 0.0311986 | Time: 2008.8 ms [2020-12-21 13:02:58 main:581] : INFO : Epoch 1826 | loss: 0.0310874 | val_loss: 0.0311946 | Time: 2009.31 ms [2020-12-21 13:03:00 main:581] : INFO : Epoch 1827 | loss: 0.0310817 | val_loss: 0.0311978 | Time: 2007.87 ms [2020-12-21 13:03:02 main:581] : INFO : Epoch 1828 | loss: 0.0310763 | val_loss: 0.0312036 | Time: 2007.42 ms [2020-12-21 13:03:04 main:581] : INFO : Epoch 1829 | loss: 0.0310818 | val_loss: 0.0311988 | Time: 2005.49 ms [2020-12-21 13:03:06 main:581] : INFO : Epoch 1830 | loss: 0.0310835 | val_loss: 0.0312015 | Time: 2015.48 ms [2020-12-21 13:03:08 main:581] : INFO : Epoch 1831 | loss: 0.0310841 | val_loss: 0.0311959 | Time: 2003 ms [2020-12-21 13:03:10 main:581] : INFO : Epoch 1832 | loss: 0.0310859 | val_loss: 0.0312068 | Time: 2004.6 ms [2020-12-21 13:03:12 main:581] : INFO : Epoch 1833 | loss: 0.0310833 | val_loss: 0.0312069 | Time: 2010.85 ms [2020-12-21 13:03:14 main:581] : INFO : Epoch 1834 | loss: 0.0310838 | val_loss: 0.0311948 | Time: 2004.83 ms [2020-12-21 13:03:16 main:581] : INFO : Epoch 1835 | loss: 0.0310803 | val_loss: 0.0312239 | Time: 2006.58 ms [2020-12-21 13:03:18 main:581] : INFO : Epoch 1836 | loss: 0.0310793 | val_loss: 0.0312058 | Time: 2003.21 ms [2020-12-21 13:03:20 main:581] : INFO : Epoch 1837 | loss: 0.0310848 | val_loss: 0.0312108 | Time: 2008.5 ms [2020-12-21 13:03:22 main:581] : INFO : Epoch 1838 | loss: 0.0310792 | val_loss: 0.0312141 | Time: 2008.07 ms [2020-12-21 13:03:24 main:581] : INFO : Epoch 1839 | loss: 0.0310825 | val_loss: 0.0311944 | Time: 1995.32 ms [2020-12-21 13:03:26 main:581] : INFO : Epoch 1840 | loss: 0.0310913 | val_loss: 0.0311926 | Time: 2003.89 ms [2020-12-21 13:03:28 main:581] : INFO : Epoch 1841 | loss: 0.0310928 | val_loss: 0.0312126 | Time: 2005.73 ms [2020-12-21 13:03:30 main:581] : INFO : Epoch 1842 | loss: 0.0310868 | val_loss: 0.0312075 | Time: 2006.58 ms [2020-12-21 13:03:32 main:581] : INFO : Epoch 1843 | loss: 0.0310889 | val_loss: 0.0312035 | Time: 2013.34 ms [2020-12-21 13:03:34 main:581] : INFO : Epoch 1844 | loss: 0.0310864 | val_loss: 0.0311984 | Time: 1999.94 ms [2020-12-21 13:03:36 main:581] : INFO : Epoch 1845 | loss: 0.0310864 | val_loss: 0.0312043 | Time: 2007.13 ms [2020-12-21 13:03:38 main:581] : INFO : Epoch 1846 | loss: 0.031088 | val_loss: 0.0312049 | Time: 2016.62 ms [2020-12-21 13:03:40 main:581] : INFO : Epoch 1847 | loss: 0.0310841 | val_loss: 0.031204 | Time: 1999.09 ms [2020-12-21 13:03:42 main:581] : INFO : Epoch 1848 | loss: 0.0310778 | val_loss: 0.031206 | Time: 2006.37 ms [2020-12-21 13:03:44 main:581] : INFO : Epoch 1849 | loss: 0.0310757 | val_loss: 0.0312108 | Time: 2007.65 ms [2020-12-21 13:03:46 main:581] : INFO : Epoch 1850 | loss: 0.0311059 | val_loss: 0.0311806 | Time: 2014.98 ms [2020-12-21 13:03:48 main:581] : INFO : Epoch 1851 | loss: 0.0311189 | val_loss: 0.0311835 | Time: 2007.01 ms [2020-12-21 13:03:50 main:581] : INFO : Epoch 1852 | loss: 0.0311087 | val_loss: 0.0311827 | Time: 1999.33 ms [2020-12-21 13:03:52 main:581] : INFO : Epoch 1853 | loss: 0.0310992 | val_loss: 0.0311929 | Time: 2005.74 ms [2020-12-21 13:03:54 main:581] : INFO : Epoch 1854 | loss: 0.0310911 | val_loss: 0.0312002 | Time: 2004.29 ms [2020-12-21 13:03:56 main:581] : INFO : Epoch 1855 | loss: 0.0310883 | val_loss: 0.0312093 | Time: 2008.98 ms [2020-12-21 13:03:58 main:581] : INFO : Epoch 1856 | loss: 0.0310907 | val_loss: 0.0311978 | Time: 2011.44 ms [2020-12-21 13:04:00 main:581] : INFO : Epoch 1857 | loss: 0.0310853 | val_loss: 0.031215 | Time: 2007.78 ms [2020-12-21 13:04:02 main:581] : INFO : Epoch 1858 | loss: 0.0310871 | val_loss: 0.0312069 | Time: 2007.78 ms [2020-12-21 13:04:04 main:581] : INFO : Epoch 1859 | loss: 0.0310869 | val_loss: 0.0311961 | Time: 2003.02 ms [2020-12-21 13:04:06 main:581] : INFO : Epoch 1860 | loss: 0.0310845 | val_loss: 0.0311965 | Time: 1997.72 ms [2020-12-21 13:04:08 main:581] : INFO : Epoch 1861 | loss: 0.0310849 | val_loss: 0.0311971 | Time: 2006.63 ms [2020-12-21 13:04:10 main:581] : INFO : Epoch 1862 | loss: 0.0310823 | val_loss: 0.0312028 | Time: 2005.23 ms [2020-12-21 13:04:12 main:581] : INFO : Epoch 1863 | loss: 0.0310798 | val_loss: 0.0312109 | Time: 2004.31 ms [2020-12-21 13:04:14 main:581] : INFO : Epoch 1864 | loss: 0.031077 | val_loss: 0.0312035 | Time: 2008.25 ms [2020-12-21 13:04:16 main:581] : INFO : Epoch 1865 | loss: 0.0310888 | val_loss: 0.0311956 | Time: 2007.5 ms [2020-12-21 13:04:18 main:581] : INFO : Epoch 1866 | loss: 0.0310935 | val_loss: 0.0311956 | Time: 2010.99 ms [2020-12-21 13:04:20 main:581] : INFO : Epoch 1867 | loss: 0.0310871 | val_loss: 0.0312006 | Time: 2005.74 ms [2020-12-21 13:04:22 main:581] : INFO : Epoch 1868 | loss: 0.0310852 | val_loss: 0.0311959 | Time: 2004.17 ms [2020-12-21 13:04:24 main:581] : INFO : Epoch 1869 | loss: 0.0310822 | val_loss: 0.0312039 | Time: 2017.67 ms [2020-12-21 13:04:26 main:581] : INFO : Epoch 1870 | loss: 0.0310784 | val_loss: 0.0312002 | Time: 1994.84 ms [2020-12-21 13:04:28 main:581] : INFO : Epoch 1871 | loss: 0.0310785 | val_loss: 0.0311985 | Time: 2007.16 ms [2020-12-21 13:04:30 main:581] : INFO : Epoch 1872 | loss: 0.0310782 | val_loss: 0.0312141 | Time: 2007.74 ms [2020-12-21 13:04:32 main:581] : INFO : Epoch 1873 | loss: 0.0310832 | val_loss: 0.0312025 | Time: 2010.27 ms [2020-12-21 13:04:34 main:581] : INFO : Epoch 1874 | loss: 0.0310767 | val_loss: 0.0312129 | Time: 2013.63 ms [2020-12-21 13:04:36 main:581] : INFO : Epoch 1875 | loss: 0.0310774 | val_loss: 0.0312041 | Time: 2012.63 ms [2020-12-21 13:04:38 main:581] : INFO : Epoch 1876 | loss: 0.0310817 | val_loss: 0.0312229 | Time: 2008.22 ms [2020-12-21 13:04:40 main:581] : INFO : Epoch 1877 | loss: 0.0310736 | val_loss: 0.0312105 | Time: 2008.05 ms [2020-12-21 13:04:42 main:581] : INFO : Epoch 1878 | loss: 0.031078 | val_loss: 0.031207 | Time: 2011.27 ms [2020-12-21 13:04:44 main:581] : INFO : Epoch 1879 | loss: 0.0310968 | val_loss: 0.0311968 | Time: 2005.34 ms [2020-12-21 13:04:46 main:581] : INFO : Epoch 1880 | loss: 0.0311066 | val_loss: 0.0311776 | Time: 2009.83 ms [2020-12-21 13:04:48 main:581] : INFO : Epoch 1881 | loss: 0.03114 | val_loss: 0.0311832 | Time: 2005.82 ms [2020-12-21 13:04:50 main:581] : INFO : Epoch 1882 | loss: 0.031134 | val_loss: 0.0311768 | Time: 2009.16 ms [2020-12-21 13:04:52 main:581] : INFO : Epoch 1883 | loss: 0.0311248 | val_loss: 0.0311774 | Time: 2007.08 ms [2020-12-21 13:04:54 main:581] : INFO : Epoch 1884 | loss: 0.0311187 | val_loss: 0.0311764 | Time: 2005.14 ms [2020-12-21 13:04:56 main:581] : INFO : Epoch 1885 | loss: 0.0311162 | val_loss: 0.0311886 | Time: 2006.29 ms [2020-12-21 13:04:59 main:581] : INFO : Epoch 1886 | loss: 0.0311189 | val_loss: 0.0311823 | Time: 2007.5 ms [2020-12-21 13:05:01 main:581] : INFO : Epoch 1887 | loss: 0.0311203 | val_loss: 0.0311861 | Time: 2013.23 ms [2020-12-21 13:05:03 main:581] : INFO : Epoch 1888 | loss: 0.0311135 | val_loss: 0.0311798 | Time: 1999.39 ms [2020-12-21 13:05:05 main:581] : INFO : Epoch 1889 | loss: 0.0311062 | val_loss: 0.0311851 | Time: 2014.01 ms [2020-12-21 13:05:07 main:581] : INFO : Epoch 1890 | loss: 0.0311016 | val_loss: 0.0311903 | Time: 2013.79 ms [2020-12-21 13:05:09 main:581] : INFO : Epoch 1891 | loss: 0.031096 | val_loss: 0.0311859 | Time: 2014.99 ms [2020-12-21 13:05:11 main:581] : INFO : Epoch 1892 | loss: 0.031096 | val_loss: 0.0311961 | Time: 2005.56 ms [2020-12-21 13:05:13 main:581] : INFO : Epoch 1893 | loss: 0.0310919 | val_loss: 0.0311961 | Time: 1998.83 ms [2020-12-21 13:05:15 main:581] : INFO : Epoch 1894 | loss: 0.0310927 | val_loss: 0.0311895 | Time: 2009.85 ms [2020-12-21 13:05:17 main:581] : INFO : Epoch 1895 | loss: 0.0310952 | val_loss: 0.0312046 | Time: 2009.31 ms [2020-12-21 13:05:19 main:581] : INFO : Epoch 1896 | loss: 0.0310904 | val_loss: 0.0311925 | Time: 2009 ms [2020-12-21 13:05:21 main:581] : INFO : Epoch 1897 | loss: 0.0310895 | val_loss: 0.0311983 | Time: 2008.99 ms [2020-12-21 13:05:23 main:581] : INFO : Epoch 1898 | loss: 0.0310864 | val_loss: 0.0311995 | Time: 2009.05 ms [2020-12-21 13:05:25 main:581] : INFO : Epoch 1899 | loss: 0.031087 | val_loss: 0.0312088 | Time: 2013.18 ms [2020-12-21 13:05:27 main:581] : INFO : Epoch 1900 | loss: 0.0310854 | val_loss: 0.031199 | Time: 2002.52 ms [2020-12-21 13:05:29 main:581] : INFO : Epoch 1901 | loss: 0.0310836 | val_loss: 0.0312061 | Time: 2003.34 ms [2020-12-21 13:05:31 main:581] : INFO : Epoch 1902 | loss: 0.0310826 | val_loss: 0.0312026 | Time: 1998.77 ms [2020-12-21 13:05:33 main:581] : INFO : Epoch 1903 | loss: 0.0310874 | val_loss: 0.0312071 | Time: 1993.61 ms [2020-12-21 13:05:35 main:581] : INFO : Epoch 1904 | loss: 0.0310858 | val_loss: 0.0312005 | Time: 1995.61 ms [2020-12-21 13:05:37 main:581] : INFO : Epoch 1905 | loss: 0.0310882 | val_loss: 0.0312019 | Time: 2006.7 ms [2020-12-21 13:05:39 main:581] : INFO : Epoch 1906 | loss: 0.0310869 | val_loss: 0.031203 | Time: 1997.5 ms [2020-12-21 13:05:41 main:581] : INFO : Epoch 1907 | loss: 0.0310856 | val_loss: 0.0311946 | Time: 1999.78 ms [2020-12-21 13:05:43 main:581] : INFO : Epoch 1908 | loss: 0.0310871 | val_loss: 0.0312054 | Time: 2003.46 ms [2020-12-21 13:05:45 main:581] : INFO : Epoch 1909 | loss: 0.0310838 | val_loss: 0.0311998 | Time: 2007.17 ms [2020-12-21 13:05:47 main:581] : INFO : Epoch 1910 | loss: 0.0310816 | val_loss: 0.0312103 | Time: 2004.75 ms [2020-12-21 13:05:49 main:581] : INFO : Epoch 1911 | loss: 0.0310804 | val_loss: 0.0311962 | Time: 1999.32 ms [2020-12-21 13:05:51 main:581] : INFO : Epoch 1912 | loss: 0.031082 | val_loss: 0.0312058 | Time: 2001.25 ms [2020-12-21 13:05:53 main:581] : INFO : Epoch 1913 | loss: 0.0310932 | val_loss: 0.0311977 | Time: 2017.73 ms [2020-12-21 13:05:55 main:581] : INFO : Epoch 1914 | loss: 0.0310903 | val_loss: 0.0312062 | Time: 2006.65 ms [2020-12-21 13:05:57 main:581] : INFO : Epoch 1915 | loss: 0.0310882 | val_loss: 0.0312012 | Time: 2013.76 ms [2020-12-21 13:05:59 main:581] : INFO : Epoch 1916 | loss: 0.0310845 | val_loss: 0.031199 | Time: 2008.27 ms [2020-12-21 13:06:01 main:581] : INFO : Epoch 1917 | loss: 0.0310799 | val_loss: 0.031214 | Time: 2012.66 ms [2020-12-21 13:06:03 main:581] : INFO : Epoch 1918 | loss: 0.031079 | val_loss: 0.0311985 | Time: 2005.57 ms [2020-12-21 13:06:05 main:581] : INFO : Epoch 1919 | loss: 0.031077 | val_loss: 0.0312177 | Time: 2006.92 ms [2020-12-21 13:06:07 main:581] : INFO : Epoch 1920 | loss: 0.0310746 | val_loss: 0.0312132 | Time: 2007 ms [2020-12-21 13:06:09 main:581] : INFO : Epoch 1921 | loss: 0.0310762 | val_loss: 0.031203 | Time: 2003.23 ms [2020-12-21 13:06:11 main:581] : INFO : Epoch 1922 | loss: 0.031077 | val_loss: 0.0312098 | Time: 2006.09 ms [2020-12-21 13:06:13 main:581] : INFO : Epoch 1923 | loss: 0.0310811 | val_loss: 0.0312007 | Time: 2009.88 ms [2020-12-21 13:06:15 main:581] : INFO : Epoch 1924 | loss: 0.0310832 | val_loss: 0.0312084 | Time: 2004.67 ms [2020-12-21 13:06:17 main:581] : INFO : Epoch 1925 | loss: 0.031082 | val_loss: 0.0312146 | Time: 2010.43 ms [2020-12-21 13:06:19 main:581] : INFO : Epoch 1926 | loss: 0.0310822 | val_loss: 0.031207 | Time: 2003.42 ms [2020-12-21 13:06:21 main:581] : INFO : Epoch 1927 | loss: 0.0310786 | val_loss: 0.0312131 | Time: 2004.54 ms [2020-12-21 13:06:23 main:581] : INFO : Epoch 1928 | loss: 0.0310812 | val_loss: 0.0311934 | Time: 2006.73 ms [2020-12-21 13:06:25 main:581] : INFO : Epoch 1929 | loss: 0.0310735 | val_loss: 0.0312151 | Time: 2001.89 ms [2020-12-21 13:06:27 main:581] : INFO : Epoch 1930 | loss: 0.0310737 | val_loss: 0.0312027 | Time: 2010.49 ms [2020-12-21 13:06:29 main:581] : INFO : Epoch 1931 | loss: 0.0310823 | val_loss: 0.0312072 | Time: 2000.08 ms [2020-12-21 13:06:31 main:581] : INFO : Epoch 1932 | loss: 0.0310758 | val_loss: 0.0312163 | Time: 2008.13 ms [2020-12-21 13:06:33 main:581] : INFO : Epoch 1933 | loss: 0.0310757 | val_loss: 0.0311976 | Time: 2007.66 ms [2020-12-21 13:06:35 main:581] : INFO : Epoch 1934 | loss: 0.0310755 | val_loss: 0.0312346 | Time: 2007.43 ms [2020-12-21 13:06:37 main:581] : INFO : Epoch 1935 | loss: 0.0310733 | val_loss: 0.031195 | Time: 2004.31 ms [2020-12-21 13:06:39 main:581] : INFO : Epoch 1936 | loss: 0.0310772 | val_loss: 0.0311962 | Time: 2005.39 ms [2020-12-21 13:06:41 main:581] : INFO : Epoch 1937 | loss: 0.0310802 | val_loss: 0.0312094 | Time: 2007.54 ms [2020-12-21 13:06:43 main:581] : INFO : Epoch 1938 | loss: 0.031075 | val_loss: 0.03121 | Time: 2007.52 ms [2020-12-21 13:06:45 main:581] : INFO : Epoch 1939 | loss: 0.0310712 | val_loss: 0.0312052 | Time: 2006.12 ms [2020-12-21 13:06:47 main:581] : INFO : Epoch 1940 | loss: 0.0310766 | val_loss: 0.0312242 | Time: 2001.41 ms [2020-12-21 13:06:49 main:581] : INFO : Epoch 1941 | loss: 0.0310762 | val_loss: 0.0312127 | Time: 2010.55 ms [2020-12-21 13:06:51 main:581] : INFO : Epoch 1942 | loss: 0.0310776 | val_loss: 0.0312005 | Time: 2014.58 ms [2020-12-21 13:06:53 main:581] : INFO : Epoch 1943 | loss: 0.0310919 | val_loss: 0.0312098 | Time: 2003.23 ms [2020-12-21 13:06:55 main:581] : INFO : Epoch 1944 | loss: 0.0310796 | val_loss: 0.031207 | Time: 1999.25 ms [2020-12-21 13:06:57 main:581] : INFO : Epoch 1945 | loss: 0.031076 | val_loss: 0.031211 | Time: 1998.84 ms [2020-12-21 13:06:59 main:581] : INFO : Epoch 1946 | loss: 0.0310695 | val_loss: 0.0312097 | Time: 2016.12 ms [2020-12-21 13:07:01 main:581] : INFO : Epoch 1947 | loss: 0.0310713 | val_loss: 0.0312167 | Time: 2003.13 ms [2020-12-21 13:07:03 main:581] : INFO : Epoch 1948 | loss: 0.0310763 | val_loss: 0.0312095 | Time: 2008.44 ms [2020-12-21 13:07:05 main:581] : INFO : Epoch 1949 | loss: 0.0310751 | val_loss: 0.0312072 | Time: 1998.9 ms [2020-12-21 13:07:07 main:581] : INFO : Epoch 1950 | loss: 0.0310782 | val_loss: 0.0311963 | Time: 1998.9 ms [2020-12-21 13:07:09 main:581] : INFO : Epoch 1951 | loss: 0.0310767 | val_loss: 0.0312114 | Time: 2008.35 ms [2020-12-21 13:07:11 main:581] : INFO : Epoch 1952 | loss: 0.0310754 | val_loss: 0.0312098 | Time: 2004.44 ms [2020-12-21 13:07:13 main:581] : INFO : Epoch 1953 | loss: 0.0310765 | val_loss: 0.0312081 | Time: 1999.77 ms [2020-12-21 13:07:15 main:581] : INFO : Epoch 1954 | loss: 0.0310929 | val_loss: 0.0312079 | Time: 2005.5 ms [2020-12-21 13:07:17 main:581] : INFO : Epoch 1955 | loss: 0.0310833 | val_loss: 0.0312085 | Time: 2008.18 ms [2020-12-21 13:07:19 main:581] : INFO : Epoch 1956 | loss: 0.0310735 | val_loss: 0.0312095 | Time: 2014.93 ms [2020-12-21 13:07:21 main:581] : INFO : Epoch 1957 | loss: 0.0310689 | val_loss: 0.0312141 | Time: 2011.29 ms [2020-12-21 13:07:23 main:581] : INFO : Epoch 1958 | loss: 0.0310719 | val_loss: 0.0312082 | Time: 2000.83 ms [2020-12-21 13:07:25 main:581] : INFO : Epoch 1959 | loss: 0.0310723 | val_loss: 0.0312199 | Time: 2000.75 ms [2020-12-21 13:07:27 main:581] : INFO : Epoch 1960 | loss: 0.0310735 | val_loss: 0.0312102 | Time: 2009.47 ms [2020-12-21 13:07:29 main:581] : INFO : Epoch 1961 | loss: 0.0310756 | val_loss: 0.0312149 | Time: 2005.33 ms [2020-12-21 13:07:31 main:581] : INFO : Epoch 1962 | loss: 0.031079 | val_loss: 0.0312105 | Time: 2002.41 ms [2020-12-21 13:07:33 main:581] : INFO : Epoch 1963 | loss: 0.0310718 | val_loss: 0.031222 | Time: 2002.45 ms [2020-12-21 13:07:35 main:581] : INFO : Epoch 1964 | loss: 0.0310729 | val_loss: 0.0312053 | Time: 2007.62 ms [2020-12-21 13:07:37 main:581] : INFO : Epoch 1965 | loss: 0.0310687 | val_loss: 0.0312075 | Time: 2009.23 ms [2020-12-21 13:07:39 main:581] : INFO : Epoch 1966 | loss: 0.0310684 | val_loss: 0.0312194 | Time: 2008.99 ms [2020-12-21 13:07:41 main:581] : INFO : Epoch 1967 | loss: 0.0310786 | val_loss: 0.0312064 | Time: 2011.77 ms [2020-12-21 13:07:43 main:581] : INFO : Epoch 1968 | loss: 0.0310803 | val_loss: 0.0312081 | Time: 2003.35 ms [2020-12-21 13:07:45 main:581] : INFO : Epoch 1969 | loss: 0.0310768 | val_loss: 0.0312077 | Time: 2012.2 ms [2020-12-21 13:07:47 main:581] : INFO : Epoch 1970 | loss: 0.031079 | val_loss: 0.031201 | Time: 2003.24 ms [2020-12-21 13:07:49 main:581] : INFO : Epoch 1971 | loss: 0.0310768 | val_loss: 0.0312095 | Time: 2003.48 ms [2020-12-21 13:07:51 main:581] : INFO : Epoch 1972 | loss: 0.0310775 | val_loss: 0.0311938 | Time: 2009.19 ms [2020-12-21 13:07:53 main:581] : INFO : Epoch 1973 | loss: 0.0310833 | val_loss: 0.0312112 | Time: 2007.17 ms [2020-12-21 13:07:55 main:581] : INFO : Epoch 1974 | loss: 0.0311002 | val_loss: 0.0312385 | Time: 2000.72 ms [2020-12-21 13:07:57 main:581] : INFO : Epoch 1975 | loss: 0.0321719 | val_loss: 0.0318744 | Time: 2006.88 ms [2020-12-21 13:07:59 main:581] : INFO : Epoch 1976 | loss: 0.031955 | val_loss: 0.0313789 | Time: 1999.89 ms [2020-12-21 13:08:01 main:581] : INFO : Epoch 1977 | loss: 0.0313136 | val_loss: 0.0312354 | Time: 2008.24 ms [2020-12-21 13:08:03 main:581] : INFO : Epoch 1978 | loss: 0.0312184 | val_loss: 0.0312001 | Time: 2010.77 ms [2020-12-21 13:08:05 main:581] : INFO : Epoch 1979 | loss: 0.0312056 | val_loss: 0.0311995 | Time: 2002.22 ms [2020-12-21 13:08:07 main:581] : INFO : Epoch 1980 | loss: 0.0311987 | val_loss: 0.0311908 | Time: 2013.47 ms [2020-12-21 13:08:09 main:581] : INFO : Epoch 1981 | loss: 0.0311947 | val_loss: 0.0311913 | Time: 2011.33 ms [2020-12-21 13:08:11 main:581] : INFO : Epoch 1982 | loss: 0.031192 | val_loss: 0.031188 | Time: 2008.23 ms [2020-12-21 13:08:13 main:581] : INFO : Epoch 1983 | loss: 0.0311907 | val_loss: 0.0311869 | Time: 2008.95 ms [2020-12-21 13:08:15 main:581] : INFO : Epoch 1984 | loss: 0.0311889 | val_loss: 0.0311857 | Time: 2007.85 ms [2020-12-21 13:08:17 main:581] : INFO : Epoch 1985 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 2006.35 ms [2020-12-21 13:08:19 main:581] : INFO : Epoch 1986 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 2002.92 ms [2020-12-21 13:08:21 main:581] : INFO : Epoch 1987 | loss: 0.0311853 | val_loss: 0.0311819 | Time: 2013 ms [2020-12-21 13:08:23 main:581] : INFO : Epoch 1988 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 1998.54 ms [2020-12-21 13:08:25 main:581] : INFO : Epoch 1989 | loss: 0.0311815 | val_loss: 0.0311793 | Time: 2004.89 ms [2020-12-21 13:08:27 main:581] : INFO : Epoch 1990 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2001.68 ms [2020-12-21 13:08:29 main:581] : INFO : Epoch 1991 | loss: 0.0311796 | val_loss: 0.0311772 | Time: 1998.61 ms [2020-12-21 13:08:31 main:581] : INFO : Epoch 1992 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 2015.33 ms [2020-12-21 13:08:33 main:581] : INFO : Epoch 1993 | loss: 0.0311799 | val_loss: 0.0311747 | Time: 2012.5 ms [2020-12-21 13:08:35 main:581] : INFO : Epoch 1994 | loss: 0.0311777 | val_loss: 0.0311726 | Time: 2001.25 ms [2020-12-21 13:08:37 main:581] : INFO : Epoch 1995 | loss: 0.0311733 | val_loss: 0.0311715 | Time: 2001.03 ms [2020-12-21 13:08:39 main:581] : INFO : Epoch 1996 | loss: 0.0311735 | val_loss: 0.0311733 | Time: 2017.89 ms [2020-12-21 13:08:41 main:581] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 2005.1 ms [2020-12-21 13:08:43 main:581] : INFO : Epoch 1998 | loss: 0.0311698 | val_loss: 0.0311688 | Time: 1997.1 ms [2020-12-21 13:08:45 main:581] : INFO : Epoch 1999 | loss: 0.0311731 | val_loss: 0.0311679 | Time: 2012.15 ms [2020-12-21 13:08:47 main:581] : INFO : Epoch 2000 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1997.24 ms [2020-12-21 13:08:49 main:581] : INFO : Epoch 2001 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 2008.35 ms [2020-12-21 13:08:51 main:581] : INFO : Epoch 2002 | loss: 0.0311691 | val_loss: 0.0311758 | Time: 2009.48 ms [2020-12-21 13:08:53 main:581] : INFO : Epoch 2003 | loss: 0.0311657 | val_loss: 0.0311683 | Time: 2001.12 ms [2020-12-21 13:08:55 main:581] : INFO : Epoch 2004 | loss: 0.0311649 | val_loss: 0.0311656 | Time: 2002.1 ms [2020-12-21 13:08:57 main:581] : INFO : Epoch 2005 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 2004.56 ms [2020-12-21 13:08:59 main:581] : INFO : Epoch 2006 | loss: 0.0311624 | val_loss: 0.0311649 | Time: 2007.89 ms [2020-12-21 13:09:01 main:581] : INFO : Epoch 2007 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 2011.82 ms [2020-12-21 13:09:03 main:581] : INFO : Epoch 2008 | loss: 0.0311603 | val_loss: 0.031164 | Time: 1999.65 ms [2020-12-21 13:09:05 main:581] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311627 | Time: 2007.41 ms [2020-12-21 13:09:07 main:581] : INFO : Epoch 2010 | loss: 0.0311597 | val_loss: 0.031162 | Time: 1999.89 ms [2020-12-21 13:09:09 main:581] : INFO : Epoch 2011 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 2009.92 ms [2020-12-21 13:09:11 main:581] : INFO : Epoch 2012 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1996.31 ms [2020-12-21 13:09:13 main:581] : INFO : Epoch 2013 | loss: 0.0311569 | val_loss: 0.0311613 | Time: 2008.25 ms [2020-12-21 13:09:15 main:581] : INFO : Epoch 2014 | loss: 0.0311552 | val_loss: 0.0311618 | Time: 2001.17 ms [2020-12-21 13:09:17 main:581] : INFO : Epoch 2015 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 2015.31 ms [2020-12-21 13:09:19 main:581] : INFO : Epoch 2016 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 2009.64 ms [2020-12-21 13:09:21 main:581] : INFO : Epoch 2017 | loss: 0.0311509 | val_loss: 0.0311603 | Time: 2007.64 ms [2020-12-21 13:09:23 main:581] : INFO : Epoch 2018 | loss: 0.0311499 | val_loss: 0.0311586 | Time: 2011 ms [2020-12-21 13:09:25 main:581] : INFO : Epoch 2019 | loss: 0.0311487 | val_loss: 0.0311584 | Time: 2007.59 ms [2020-12-21 13:09:27 main:581] : INFO : Epoch 2020 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 2003.33 ms [2020-12-21 13:09:29 main:581] : INFO : Epoch 2021 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 2000.8 ms [2020-12-21 13:09:31 main:581] : INFO : Epoch 2022 | loss: 0.031148 | val_loss: 0.0311584 | Time: 2003.43 ms [2020-12-21 13:09:33 main:581] : INFO : Epoch 2023 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 2005.63 ms [2020-12-21 13:09:35 main:581] : INFO : Epoch 2024 | loss: 0.0311471 | val_loss: 0.0311807 | Time: 2010.22 ms [2020-12-21 13:09:37 main:581] : INFO : Epoch 2025 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 2003.15 ms [2020-12-21 13:09:39 main:581] : INFO : Epoch 2026 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 2017.77 ms [2020-12-21 13:09:41 main:581] : INFO : Epoch 2027 | loss: 0.0311424 | val_loss: 0.0311616 | Time: 2003.22 ms [2020-12-21 13:09:43 main:581] : INFO : Epoch 2028 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 2011.2 ms [2020-12-21 13:09:45 main:581] : INFO : Epoch 2029 | loss: 0.0311407 | val_loss: 0.0311593 | Time: 2006.72 ms [2020-12-21 13:09:47 main:581] : INFO : Epoch 2030 | loss: 0.0311421 | val_loss: 0.031158 | Time: 1997.84 ms [2020-12-21 13:09:49 main:581] : INFO : Epoch 2031 | loss: 0.0311388 | val_loss: 0.0311577 | Time: 1999.24 ms [2020-12-21 13:09:51 main:581] : INFO : Epoch 2032 | loss: 0.0311389 | val_loss: 0.0311607 | Time: 2008.96 ms [2020-12-21 13:09:53 main:581] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311572 | Time: 1999.23 ms [2020-12-21 13:09:55 main:581] : INFO : Epoch 2034 | loss: 0.0311393 | val_loss: 0.0311611 | Time: 2006.93 ms [2020-12-21 13:09:57 main:581] : INFO : Epoch 2035 | loss: 0.0311408 | val_loss: 0.0311655 | Time: 1999.7 ms [2020-12-21 13:09:59 main:581] : INFO : Epoch 2036 | loss: 0.0311386 | val_loss: 0.0311626 | Time: 2002.04 ms [2020-12-21 13:10:01 main:581] : INFO : Epoch 2037 | loss: 0.0311369 | val_loss: 0.0311607 | Time: 2010.85 ms [2020-12-21 13:10:03 main:581] : INFO : Epoch 2038 | loss: 0.0311358 | val_loss: 0.0311655 | Time: 1993.4 ms [2020-12-21 13:10:05 main:581] : INFO : Epoch 2039 | loss: 0.031137 | val_loss: 0.0311596 | Time: 2005.23 ms [2020-12-21 13:10:07 main:581] : INFO : Epoch 2040 | loss: 0.0311394 | val_loss: 0.0311578 | Time: 1996.69 ms [2020-12-21 13:10:09 main:581] : INFO : Epoch 2041 | loss: 0.0311371 | val_loss: 0.0311598 | Time: 2007.32 ms [2020-12-21 13:10:11 main:581] : INFO : Epoch 2042 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 2008.3 ms [2020-12-21 13:10:13 main:581] : INFO : Epoch 2043 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 1995.94 ms [2020-12-21 13:10:15 main:581] : INFO : Epoch 2044 | loss: 0.0311347 | val_loss: 0.03116 | Time: 2002.12 ms [2020-12-21 13:10:17 main:581] : INFO : Epoch 2045 | loss: 0.0311359 | val_loss: 0.031173 | Time: 2009.38 ms [2020-12-21 13:10:19 main:581] : INFO : Epoch 2046 | loss: 0.0311337 | val_loss: 0.0311595 | Time: 1997 ms [2020-12-21 13:10:21 main:581] : INFO : Epoch 2047 | loss: 0.0311348 | val_loss: 0.0311689 | Time: 2005 ms [2020-12-21 13:10:23 main:581] : INFO : Epoch 2048 | loss: 0.0311378 | val_loss: 0.0311629 | Time: 1999.88 ms [2020-12-21 13:10:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311629 [2020-12-21 13:10:23 main:610] : INFO : Saving end state to config to file [2020-12-21 13:10:23 main:615] : INFO : Success, exiting.. 13:10:23 (602822): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)