Task 7663267
| Name | ParityModified-1630352278-6172-3_1 |
| Workunit | 5242428 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:25:56 UTC |
| Report deadline | 5 Oct 2021, 2:25:56 UTC |
| Received | 29 Sep 2021, 0:50:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 9 min 13 sec |
| CPU time | 1 hours 9 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.02 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> Epoch 1537 | loss: 0.0312398 | val_loss: 0.0312429 | Time: 2005.34 ms [2021-09-28 17:33:02 main:581] : INFO : Epoch 1538 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 2017.77 ms [2021-09-28 17:33:04 main:581] : INFO : Epoch 1539 | loss: 0.03124 | val_loss: 0.0312433 | Time: 2019 ms [2021-09-28 17:33:06 main:581] : INFO : Epoch 1540 | loss: 0.0312419 | val_loss: 0.0312468 | Time: 2030.27 ms [2021-09-28 17:33:08 main:581] : INFO : Epoch 1541 | loss: 0.0312427 | val_loss: 0.0312415 | Time: 2010.05 ms [2021-09-28 17:33:10 main:581] : INFO : Epoch 1542 | loss: 0.0312413 | val_loss: 0.0312403 | Time: 2010.73 ms [2021-09-28 17:33:12 main:581] : INFO : Epoch 1543 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 2015.76 ms [2021-09-28 17:33:14 main:581] : INFO : Epoch 1544 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1996.88 ms [2021-09-28 17:33:16 main:581] : INFO : Epoch 1545 | loss: 0.03124 | val_loss: 0.0312437 | Time: 2014.1 ms [2021-09-28 17:33:18 main:581] : INFO : Epoch 1546 | loss: 0.0312405 | val_loss: 0.0312402 | Time: 2012.84 ms [2021-09-28 17:33:20 main:581] : INFO : Epoch 1547 | loss: 0.0312397 | val_loss: 0.0312407 | Time: 2008.08 ms [2021-09-28 17:33:22 main:581] : INFO : Epoch 1548 | loss: 0.0312405 | val_loss: 0.0312414 | Time: 2013.31 ms [2021-09-28 17:33:24 main:581] : INFO : Epoch 1549 | loss: 0.0312403 | val_loss: 0.0312404 | Time: 2020.95 ms [2021-09-28 17:33:26 main:581] : INFO : Epoch 1550 | loss: 0.0312402 | val_loss: 0.03124 | Time: 2030.55 ms [2021-09-28 17:33:28 main:581] : INFO : Epoch 1551 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 2005.5 ms [2021-09-28 17:33:30 main:581] : INFO : Epoch 1552 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 2020.86 ms [2021-09-28 17:33:32 main:581] : INFO : Epoch 1553 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 2024.09 ms [2021-09-28 17:33:34 main:581] : INFO : Epoch 1554 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 2021.22 ms [2021-09-28 17:33:36 main:581] : INFO : Epoch 1555 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 1999.71 ms [2021-09-28 17:33:38 main:581] : INFO : Epoch 1556 | loss: 0.0312399 | val_loss: 0.0312402 | Time: 2021.85 ms [2021-09-28 17:33:40 main:581] : INFO : Epoch 1557 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 2011.05 ms [2021-09-28 17:33:42 main:581] : INFO : Epoch 1558 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2000.7 ms [2021-09-28 17:33:44 main:581] : INFO : Epoch 1559 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 2004.8 ms [2021-09-28 17:33:46 main:581] : INFO : Epoch 1560 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2033.2 ms [2021-09-28 17:33:49 main:581] : INFO : Epoch 1561 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 2012.89 ms [2021-09-28 17:33:51 main:581] : INFO : Epoch 1562 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 2009.22 ms [2021-09-28 17:33:53 main:581] : INFO : Epoch 1563 | loss: 0.0312406 | val_loss: 0.0312421 | Time: 2032.57 ms [2021-09-28 17:33:55 main:581] : INFO : Epoch 1564 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 2035.46 ms [2021-09-28 17:33:57 main:581] : INFO : Epoch 1565 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 2040.64 ms [2021-09-28 17:33:59 main:581] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 2012.89 ms [2021-09-28 17:34:01 main:581] : INFO : Epoch 1567 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 2026.23 ms [2021-09-28 17:34:03 main:581] : INFO : Epoch 1568 | loss: 0.0312403 | val_loss: 0.0312429 | Time: 2019.62 ms [2021-09-28 17:34:05 main:581] : INFO : Epoch 1569 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 2014.43 ms [2021-09-28 17:34:07 main:581] : INFO : Epoch 1570 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 2014.83 ms [2021-09-28 17:34:09 main:581] : INFO : Epoch 1571 | loss: 0.03124 | val_loss: 0.03124 | Time: 2021.77 ms [2021-09-28 17:34:11 main:581] : INFO : Epoch 1572 | loss: 0.0312396 | val_loss: 0.0312406 | Time: 2019.53 ms [2021-09-28 17:34:13 main:581] : INFO : Epoch 1573 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 2026.33 ms [2021-09-28 17:34:15 main:581] : INFO : Epoch 1574 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 2022.39 ms [2021-09-28 17:34:17 main:581] : INFO : Epoch 1575 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 2027.76 ms [2021-09-28 17:34:19 main:581] : INFO : Epoch 1576 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 2032.96 ms [2021-09-28 17:34:21 main:581] : INFO : Epoch 1577 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 2018.46 ms [2021-09-28 17:34:23 main:581] : INFO : Epoch 1578 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 2014.39 ms [2021-09-28 17:34:25 main:581] : INFO : Epoch 1579 | loss: 0.0312419 | val_loss: 0.0312414 | Time: 2030.23 ms [2021-09-28 17:34:27 main:581] : INFO : Epoch 1580 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 2031.17 ms [2021-09-28 17:34:29 main:581] : INFO : Epoch 1581 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 2032.74 ms [2021-09-28 17:34:31 main:581] : INFO : Epoch 1582 | loss: 0.0312437 | val_loss: 0.0312464 | Time: 2017.05 ms [2021-09-28 17:34:33 main:581] : INFO : Epoch 1583 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 2013.28 ms [2021-09-28 17:34:35 main:581] : INFO : Epoch 1584 | loss: 0.0312424 | val_loss: 0.031247 | Time: 2023.14 ms [2021-09-28 17:34:37 main:581] : INFO : Epoch 1585 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 2029.8 ms [2021-09-28 17:34:39 main:581] : INFO : Epoch 1586 | loss: 0.031241 | val_loss: 0.0312415 | Time: 2024.18 ms [2021-09-28 17:34:41 main:581] : INFO : Epoch 1587 | loss: 0.031242 | val_loss: 0.03124 | Time: 2022.9 ms [2021-09-28 17:34:43 main:581] : INFO : Epoch 1588 | loss: 0.0312402 | val_loss: 0.0312422 | Time: 2024.59 ms [2021-09-28 17:34:45 main:581] : INFO : Epoch 1589 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 2015.52 ms [2021-09-28 17:34:47 main:581] : INFO : Epoch 1590 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 2008.25 ms [2021-09-28 17:34:49 main:581] : INFO : Epoch 1591 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 2035.82 ms [2021-09-28 17:34:51 main:581] : INFO : Epoch 1592 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 2023.08 ms [2021-09-28 17:34:53 main:581] : INFO : Epoch 1593 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 2011.8 ms [2021-09-28 17:34:55 main:581] : INFO : Epoch 1594 | loss: 0.0312405 | val_loss: 0.031241 | Time: 2006.28 ms [2021-09-28 17:34:57 main:581] : INFO : Epoch 1595 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 2028.87 ms [2021-09-28 17:34:59 main:581] : INFO : Epoch 1596 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 2029.84 ms [2021-09-28 17:35:01 main:581] : INFO : Epoch 1597 | loss: 0.0312399 | val_loss: 0.0312448 | Time: 2014.91 ms [2021-09-28 17:35:03 main:581] : INFO : Epoch 1598 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 2020.92 ms [2021-09-28 17:35:05 main:581] : INFO : Epoch 1599 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 2019.12 ms [2021-09-28 17:35:07 main:581] : INFO : Epoch 1600 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 2011.67 ms [2021-09-28 17:35:09 main:581] : INFO : Epoch 1601 | loss: 0.03124 | val_loss: 0.0312416 | Time: 1998.5 ms [2021-09-28 17:35:11 main:581] : INFO : Epoch 1602 | loss: 0.0312408 | val_loss: 0.0312417 | Time: 2020.48 ms [2021-09-28 17:35:13 main:581] : INFO : Epoch 1603 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2006.09 ms [2021-09-28 17:35:15 main:581] : INFO : Epoch 1604 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 2002.37 ms [2021-09-28 17:35:17 main:581] : INFO : Epoch 1605 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 2004.9 ms [2021-09-28 17:35:19 main:581] : INFO : Epoch 1606 | loss: 0.0312412 | val_loss: 0.0312409 | Time: 2006.05 ms [2021-09-28 17:35:21 main:581] : INFO : Epoch 1607 | loss: 0.0312407 | val_loss: 0.03124 | Time: 2014.35 ms [2021-09-28 17:35:23 main:581] : INFO : Epoch 1608 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 2011.24 ms [2021-09-28 17:35:25 main:581] : INFO : Epoch 1609 | loss: 0.0312408 | val_loss: 0.031241 | Time: 2031.05 ms [2021-09-28 17:35:28 main:581] : INFO : Epoch 1610 | loss: 0.0312407 | val_loss: 0.031241 | Time: 2027.44 ms [2021-09-28 17:35:30 main:581] : INFO : Epoch 1611 | loss: 0.0312412 | val_loss: 0.0312442 | Time: 2004.29 ms [2021-09-28 17:35:32 main:581] : INFO : Epoch 1612 | loss: 0.0312428 | val_loss: 0.0312415 | Time: 2011.58 ms [2021-09-28 17:35:34 main:581] : INFO : Epoch 1613 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 2012.38 ms [2021-09-28 17:35:36 main:581] : INFO : Epoch 1614 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 1991.79 ms [2021-09-28 17:35:38 main:581] : INFO : Epoch 1615 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 1992.5 ms [2021-09-28 17:35:40 main:581] : INFO : Epoch 1616 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 2013.07 ms [2021-09-28 17:35:42 main:581] : INFO : Epoch 1617 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 2012.98 ms [2021-09-28 17:35:44 main:581] : INFO : Epoch 1618 | loss: 0.0312414 | val_loss: 0.031241 | Time: 2011.57 ms [2021-09-28 17:35:46 main:581] : INFO : Epoch 1619 | loss: 0.0312412 | val_loss: 0.0312401 | Time: 2009.29 ms [2021-09-28 17:35:48 main:581] : INFO : Epoch 1620 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1993.13 ms [2021-09-28 17:35:50 main:581] : INFO : Epoch 1621 | loss: 0.0312405 | val_loss: 0.0312411 | Time: 1998.64 ms [2021-09-28 17:35:52 main:581] : INFO : Epoch 1622 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 2005.31 ms [2021-09-28 17:35:54 main:581] : INFO : Epoch 1623 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 2021.65 ms [2021-09-28 17:35:56 main:581] : INFO : Epoch 1624 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 2008.78 ms [2021-09-28 17:35:58 main:581] : INFO : Epoch 1625 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 2010.08 ms [2021-09-28 17:36:00 main:581] : INFO : Epoch 1626 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 2007.07 ms [2021-09-28 17:36:02 main:581] : INFO : Epoch 1627 | loss: 0.0312397 | val_loss: 0.0312403 | Time: 2008.61 ms [2021-09-28 17:36:04 main:581] : INFO : Epoch 1628 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 2003.76 ms [2021-09-28 17:36:06 main:581] : INFO : Epoch 1629 | loss: 0.0312404 | val_loss: 0.031241 | Time: 1992.28 ms [2021-09-28 17:36:08 main:581] : INFO : Epoch 1630 | loss: 0.0312405 | val_loss: 0.0312424 | Time: 2007.77 ms [2021-09-28 17:36:10 main:581] : INFO : Epoch 1631 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 2006.29 ms [2021-09-28 17:36:12 main:581] : INFO : Epoch 1632 | loss: 0.0312403 | val_loss: 0.0312416 | Time: 2003.89 ms [2021-09-28 17:36:14 main:581] : INFO : Epoch 1633 | loss: 0.031241 | val_loss: 0.0312398 | Time: 2037.27 ms [2021-09-28 17:36:16 main:581] : INFO : Epoch 1634 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2011.55 ms [2021-09-28 17:36:18 main:581] : INFO : Epoch 1635 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 2004.04 ms [2021-09-28 17:36:20 main:581] : INFO : Epoch 1636 | loss: 0.0312398 | val_loss: 0.0312406 | Time: 1995.9 ms [2021-09-28 17:36:22 main:581] : INFO : Epoch 1637 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 2006.54 ms [2021-09-28 17:36:24 main:581] : INFO : Epoch 1638 | loss: 0.0312403 | val_loss: 0.031241 | Time: 1999.19 ms [2021-09-28 17:36:26 main:581] : INFO : Epoch 1639 | loss: 0.0312397 | val_loss: 0.031242 | Time: 2035.97 ms [2021-09-28 17:36:28 main:581] : INFO : Epoch 1640 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 1997.77 ms [2021-09-28 17:36:30 main:581] : INFO : Epoch 1641 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 2004.31 ms [2021-09-28 17:36:32 main:581] : INFO : Epoch 1642 | loss: 0.0312431 | val_loss: 0.0312542 | Time: 2000.61 ms [2021-09-28 17:36:34 main:581] : INFO : Epoch 1643 | loss: 0.0312444 | val_loss: 0.031243 | Time: 2013.86 ms [2021-09-28 17:36:36 main:581] : INFO : Epoch 1644 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 2007.02 ms [2021-09-28 17:36:38 main:581] : INFO : Epoch 1645 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 2005.37 ms [2021-09-28 17:36:40 main:581] : INFO : Epoch 1646 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2017.58 ms [2021-09-28 17:36:42 main:581] : INFO : Epoch 1647 | loss: 0.0312402 | val_loss: 0.0312426 | Time: 2007.24 ms [2021-09-28 17:36:44 main:581] : INFO : Epoch 1648 | loss: 0.031241 | val_loss: 0.0312401 | Time: 2004.89 ms [2021-09-28 17:36:46 main:581] : INFO : Epoch 1649 | loss: 0.0312409 | val_loss: 0.0312403 | Time: 2027.93 ms [2021-09-28 17:36:48 main:581] : INFO : Epoch 1650 | loss: 0.0312403 | val_loss: 0.0312428 | Time: 1995.8 ms [2021-09-28 17:36:50 main:581] : INFO : Epoch 1651 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 2033.02 ms [2021-09-28 17:36:52 main:581] : INFO : Epoch 1652 | loss: 0.03124 | val_loss: 0.031241 | Time: 2030.77 ms [2021-09-28 17:36:54 main:581] : INFO : Epoch 1653 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 2013.77 ms [2021-09-28 17:36:56 main:581] : INFO : Epoch 1654 | loss: 0.0312403 | val_loss: 0.03124 | Time: 2002.71 ms [2021-09-28 17:36:58 main:581] : INFO : Epoch 1655 | loss: 0.0312419 | val_loss: 0.0312442 | Time: 2015.96 ms [2021-09-28 17:37:00 main:581] : INFO : Epoch 1656 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 2028.32 ms [2021-09-28 17:37:02 main:581] : INFO : Epoch 1657 | loss: 0.0312399 | val_loss: 0.0312402 | Time: 2001.57 ms [2021-09-28 17:37:04 main:581] : INFO : Epoch 1658 | loss: 0.0312402 | val_loss: 0.0312418 | Time: 1998.89 ms [2021-09-28 17:37:06 main:581] : INFO : Epoch 1659 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 2005.39 ms [2021-09-28 17:37:08 main:581] : INFO : Epoch 1660 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 2020.98 ms [2021-09-28 17:37:10 main:581] : INFO : Epoch 1661 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 2032.51 ms [2021-09-28 17:37:12 main:581] : INFO : Epoch 1662 | loss: 0.0312398 | val_loss: 0.0312401 | Time: 2067.55 ms [2021-09-28 17:37:14 main:581] : INFO : Epoch 1663 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 2023.16 ms [2021-09-28 17:37:16 main:581] : INFO : Epoch 1664 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 2022.84 ms [2021-09-28 17:37:18 main:581] : INFO : Epoch 1665 | loss: 0.031251 | val_loss: 0.0312953 | Time: 1988.71 ms [2021-09-28 17:37:20 main:581] : INFO : Epoch 1666 | loss: 0.0316379 | val_loss: 0.0340092 | Time: 1997.99 ms [2021-09-28 17:37:22 main:581] : INFO : Epoch 1667 | loss: 0.0329252 | val_loss: 0.0315719 | Time: 1992.03 ms [2021-09-28 17:37:24 main:581] : INFO : Epoch 1668 | loss: 0.0314358 | val_loss: 0.0312951 | Time: 1992.41 ms [2021-09-28 17:37:26 main:581] : INFO : Epoch 1669 | loss: 0.0313406 | val_loss: 0.0312654 | Time: 1971.47 ms [2021-09-28 17:37:28 main:581] : INFO : Epoch 1670 | loss: 0.0312523 | val_loss: 0.0312448 | Time: 1994.47 ms [2021-09-28 17:37:30 main:581] : INFO : Epoch 1671 | loss: 0.0312429 | val_loss: 0.031242 | Time: 1997.75 ms [2021-09-28 17:37:32 main:581] : INFO : Epoch 1672 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 1980.66 ms [2021-09-28 17:37:34 main:581] : INFO : Epoch 1673 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1979.77 ms [2021-09-28 17:37:36 main:581] : INFO : Epoch 1674 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 1996.15 ms [2021-09-28 17:37:38 main:581] : INFO : Epoch 1675 | loss: 0.0312408 | val_loss: 0.03124 | Time: 2005.68 ms [2021-09-28 17:37:40 main:581] : INFO : Epoch 1676 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 2000.6 ms [2021-09-28 17:37:42 main:581] : INFO : Epoch 1677 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1987.56 ms [2021-09-28 17:37:44 main:581] : INFO : Epoch 1678 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1986.9 ms [2021-09-28 17:37:46 main:581] : INFO : Epoch 1679 | loss: 0.03124 | val_loss: 0.0312408 | Time: 2014.08 ms [2021-09-28 17:37:48 main:581] : INFO : Epoch 1680 | loss: 0.0312402 | val_loss: 0.03124 | Time: 2028.53 ms [2021-09-28 17:37:50 main:581] : INFO : Epoch 1681 | loss: 0.03124 | val_loss: 0.0312403 | Time: 2018.26 ms [2021-09-28 17:37:52 main:581] : INFO : Epoch 1682 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 2007.29 ms [2021-09-28 17:37:54 main:581] : INFO : Epoch 1683 | loss: 0.0312405 | val_loss: 0.0312404 | Time: 2013.53 ms [2021-09-28 17:37:56 main:581] : INFO : Epoch 1684 | loss: 0.0312403 | val_loss: 0.0312416 | Time: 2012.02 ms [2021-09-28 17:37:58 main:581] : INFO : Epoch 1685 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 2025.4 ms [2021-09-28 17:38:00 main:581] : INFO : Epoch 1686 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 2006.23 ms [2021-09-28 17:38:02 main:581] : INFO : Epoch 1687 | loss: 0.0312403 | val_loss: 0.03124 | Time: 2020.99 ms [2021-09-28 17:38:04 main:581] : INFO : Epoch 1688 | loss: 0.0312398 | val_loss: 0.0312399 | Time: 2022.37 ms [2021-09-28 17:38:06 main:581] : INFO : Epoch 1689 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 2018.3 ms [2021-09-28 17:38:08 main:581] : INFO : Epoch 1690 | loss: 0.0312412 | val_loss: 0.0312401 | Time: 2024.88 ms [2021-09-28 17:38:10 main:581] : INFO : Epoch 1691 | loss: 0.0312398 | val_loss: 0.0312403 | Time: 2018.09 ms [2021-09-28 17:38:12 main:581] : INFO : Epoch 1692 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 2031 ms [2021-09-28 17:38:14 main:581] : INFO : Epoch 1693 | loss: 0.0312399 | val_loss: 0.03124 | Time: 2037.8 ms [2021-09-28 17:38:16 main:581] : INFO : Epoch 1694 | loss: 0.0312395 | val_loss: 0.0312407 | Time: 2020.19 ms [2021-09-28 17:38:18 main:581] : INFO : Epoch 1695 | loss: 0.03124 | val_loss: 0.0312403 | Time: 2020.18 ms [2021-09-28 17:38:20 main:581] : INFO : Epoch 1696 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 2028.03 ms [2021-09-28 17:38:22 main:581] : INFO : Epoch 1697 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 2017.69 ms [2021-09-28 17:38:24 main:581] : INFO : Epoch 1698 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2002.09 ms [2021-09-28 17:38:26 main:581] : INFO : Epoch 1699 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 2005.89 ms [2021-09-28 17:38:28 main:581] : INFO : Epoch 1700 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2003.03 ms [2021-09-28 17:38:30 main:581] : INFO : Epoch 1701 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 2015.16 ms [2021-09-28 17:38:32 main:581] : INFO : Epoch 1702 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 2030.5 ms [2021-09-28 17:38:34 main:581] : INFO : Epoch 1703 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 2019.5 ms [2021-09-28 17:38:37 main:581] : INFO : Epoch 1704 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 2023.27 ms [2021-09-28 17:38:39 main:581] : INFO : Epoch 1705 | loss: 0.0312395 | val_loss: 0.0312417 | Time: 2043.77 ms [2021-09-28 17:38:41 main:581] : INFO : Epoch 1706 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 2061.15 ms [2021-09-28 17:38:43 main:581] : INFO : Epoch 1707 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 2049.53 ms [2021-09-28 17:38:45 main:581] : INFO : Epoch 1708 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 2037.69 ms [2021-09-28 17:38:47 main:581] : INFO : Epoch 1709 | loss: 0.0312397 | val_loss: 0.031241 | Time: 2021.43 ms [2021-09-28 17:38:49 main:581] : INFO : Epoch 1710 | loss: 0.0312397 | val_loss: 0.0312403 | Time: 2036.99 ms [2021-09-28 17:38:51 main:581] : INFO : Epoch 1711 | loss: 0.0312396 | val_loss: 0.03124 | Time: 2027.33 ms [2021-09-28 17:38:53 main:581] : INFO : Epoch 1712 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 2033.24 ms [2021-09-28 17:38:55 main:581] : INFO : Epoch 1713 | loss: 0.0312398 | val_loss: 0.03124 | Time: 2018.86 ms [2021-09-28 17:38:57 main:581] : INFO : Epoch 1714 | loss: 0.0312395 | val_loss: 0.0312405 | Time: 2025.4 ms [2021-09-28 17:38:59 main:581] : INFO : Epoch 1715 | loss: 0.0312396 | val_loss: 0.0312404 | Time: 2036.92 ms [2021-09-28 17:39:01 main:581] : INFO : Epoch 1716 | loss: 0.0312399 | val_loss: 0.03124 | Time: 2038.18 ms [2021-09-28 17:39:03 main:581] : INFO : Epoch 1717 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 2041.03 ms [2021-09-28 17:39:05 main:581] : INFO : Epoch 1718 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 2044.58 ms [2021-09-28 17:39:07 main:581] : INFO : Epoch 1719 | loss: 0.0312407 | val_loss: 0.0312417 | Time: 2031.91 ms [2021-09-28 17:39:09 main:581] : INFO : Epoch 1720 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 2028.9 ms [2021-09-28 17:39:11 main:581] : INFO : Epoch 1721 | loss: 0.0312398 | val_loss: 0.0312409 | Time: 2048.78 ms [2021-09-28 17:39:13 main:581] : INFO : Epoch 1722 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 2025.12 ms [2021-09-28 17:39:15 main:581] : INFO : Epoch 1723 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 2009.56 ms [2021-09-28 17:39:17 main:581] : INFO : Epoch 1724 | loss: 0.0312396 | val_loss: 0.0312406 | Time: 2014.19 ms [2021-09-28 17:39:19 main:581] : INFO : Epoch 1725 | loss: 0.03124 | val_loss: 0.0312406 | Time: 2013.36 ms [2021-09-28 17:39:21 main:581] : INFO : Epoch 1726 | loss: 0.0312396 | val_loss: 0.0312411 | Time: 2031.31 ms [2021-09-28 17:39:23 main:581] : INFO : Epoch 1727 | loss: 0.0312395 | val_loss: 0.0312423 | Time: 2028.18 ms [2021-09-28 17:39:25 main:581] : INFO : Epoch 1728 | loss: 0.0312409 | val_loss: 0.031241 | Time: 2042.77 ms [2021-09-28 17:39:27 main:581] : INFO : Epoch 1729 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 2033.33 ms [2021-09-28 17:39:29 main:581] : INFO : Epoch 1730 | loss: 0.03124 | val_loss: 0.0312426 | Time: 2042.62 ms [2021-09-28 17:39:31 main:581] : INFO : Epoch 1731 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 2025.14 ms [2021-09-28 17:39:33 main:581] : INFO : Epoch 1732 | loss: 0.0312407 | val_loss: 0.031241 | Time: 2015.73 ms [2021-09-28 17:39:35 main:581] : INFO : Epoch 1733 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 2027.34 ms [2021-09-28 17:39:37 main:581] : INFO : Epoch 1734 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 2033.3 ms [2021-09-28 17:39:40 main:581] : INFO : Epoch 1735 | loss: 0.0312398 | val_loss: 0.03124 | Time: 2018.16 ms [2021-09-28 17:39:42 main:581] : INFO : Epoch 1736 | loss: 0.0312402 | val_loss: 0.0312413 | Time: 2026.76 ms [2021-09-28 17:39:44 main:581] : INFO : Epoch 1737 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 2046.5 ms [2021-09-28 17:39:46 main:581] : INFO : Epoch 1738 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 2028.18 ms [2021-09-28 17:39:48 main:581] : INFO : Epoch 1739 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 2025.37 ms [2021-09-28 17:39:50 main:581] : INFO : Epoch 1740 | loss: 0.03124 | val_loss: 0.0312405 | Time: 2036.82 ms [2021-09-28 17:39:52 main:581] : INFO : Epoch 1741 | loss: 0.0312401 | val_loss: 0.0312411 | Time: 2006.15 ms [2021-09-28 17:39:54 main:581] : INFO : Epoch 1742 | loss: 0.03124 | val_loss: 0.0312409 | Time: 2017.32 ms [2021-09-28 17:39:56 main:581] : INFO : Epoch 1743 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 2017.46 ms [2021-09-28 17:39:58 main:581] : INFO : Epoch 1744 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 2038.27 ms [2021-09-28 17:40:00 main:581] : INFO : Epoch 1745 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 2028.02 ms [2021-09-28 17:40:02 main:581] : INFO : Epoch 1746 | loss: 0.03124 | val_loss: 0.0312414 | Time: 2002.77 ms [2021-09-28 17:40:04 main:581] : INFO : Epoch 1747 | loss: 0.031241 | val_loss: 0.0312408 | Time: 2009.34 ms [2021-09-28 17:40:06 main:581] : INFO : Epoch 1748 | loss: 0.0312398 | val_loss: 0.0312401 | Time: 2039.73 ms [2021-09-28 17:40:08 main:581] : INFO : Epoch 1749 | loss: 0.0312395 | val_loss: 0.0312417 | Time: 2019.53 ms [2021-09-28 17:40:10 main:581] : INFO : Epoch 1750 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 2016.75 ms [2021-09-28 17:40:12 main:581] : INFO : Epoch 1751 | loss: 0.03124 | val_loss: 0.0312402 | Time: 2029.91 ms [2021-09-28 17:40:14 main:581] : INFO : Epoch 1752 | loss: 0.0312398 | val_loss: 0.03124 | Time: 2019.65 ms [2021-09-28 17:40:16 main:581] : INFO : Epoch 1753 | loss: 0.0312395 | val_loss: 0.0312402 | Time: 2025.08 ms [2021-09-28 17:40:18 main:581] : INFO : Epoch 1754 | loss: 0.0312403 | val_loss: 0.0312422 | Time: 2051.94 ms [2021-09-28 17:40:20 main:581] : INFO : Epoch 1755 | loss: 0.03124 | val_loss: 0.0312405 | Time: 2024.68 ms [2021-09-28 17:40:22 main:581] : INFO : Epoch 1756 | loss: 0.0312395 | val_loss: 0.0312402 | Time: 2019.05 ms [2021-09-28 17:40:24 main:581] : INFO : Epoch 1757 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 2017.45 ms [2021-09-28 17:40:26 main:581] : INFO : Epoch 1758 | loss: 0.0312408 | val_loss: 0.031241 | Time: 2010.81 ms [2021-09-28 17:40:28 main:581] : INFO : Epoch 1759 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 2015.76 ms [2021-09-28 17:40:30 main:581] : INFO : Epoch 1760 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 2010.31 ms [2021-09-28 17:40:32 main:581] : INFO : Epoch 1761 | loss: 0.0312395 | val_loss: 0.0312401 | Time: 2024.76 ms [2021-09-28 17:40:34 main:581] : INFO : Epoch 1762 | loss: 0.0312396 | val_loss: 0.03124 | Time: 2013.45 ms [2021-09-28 17:40:36 main:581] : INFO : Epoch 1763 | loss: 0.0312396 | val_loss: 0.0312407 | Time: 2031.8 ms [2021-09-28 17:40:38 main:581] : INFO : Epoch 1764 | loss: 0.0312398 | val_loss: 0.0312403 | Time: 2029.42 ms [2021-09-28 17:40:40 main:581] : INFO : Epoch 1765 | loss: 0.0312398 | val_loss: 0.0312406 | Time: 2041 ms [2021-09-28 17:40:42 main:581] : INFO : Epoch 1766 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 2032.6 ms [2021-09-28 17:40:44 main:581] : INFO : Epoch 1767 | loss: 0.0312397 | val_loss: 0.0312409 | Time: 1981.01 ms [2021-09-28 17:40:46 main:581] : INFO : Epoch 1768 | loss: 0.0312411 | val_loss: 0.0312412 | Time: 2022.52 ms [2021-09-28 17:40:48 main:581] : INFO : Epoch 1769 | loss: 0.0312403 | val_loss: 0.0312416 | Time: 2006.23 ms [2021-09-28 17:40:50 main:581] : INFO : Epoch 1770 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2009.66 ms [2021-09-28 17:40:52 main:581] : INFO : Epoch 1771 | loss: 0.0312396 | val_loss: 0.03124 | Time: 2011.4 ms [2021-09-28 17:40:54 main:581] : INFO : Epoch 1772 | loss: 0.03124 | val_loss: 0.0312434 | Time: 2017.79 ms [2021-09-28 17:40:56 main:581] : INFO : Epoch 1773 | loss: 0.0312401 | val_loss: 0.0312399 | Time: 2015.58 ms [2021-09-28 17:40:58 main:581] : INFO : Epoch 1774 | loss: 0.0312398 | val_loss: 0.0312406 | Time: 1998.63 ms [2021-09-28 17:41:00 main:581] : INFO : Epoch 1775 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 2038.45 ms [2021-09-28 17:41:02 main:581] : INFO : Epoch 1776 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1962.67 ms [2021-09-28 17:41:04 main:581] : INFO : Epoch 1777 | loss: 0.0312401 | val_loss: 0.0312432 | Time: 1966.4 ms [2021-09-28 17:41:06 main:581] : INFO : Epoch 1778 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1935.07 ms [2021-09-28 17:41:08 main:581] : INFO : Epoch 1779 | loss: 0.0312409 | val_loss: 0.0312408 | Time: 1930.91 ms [2021-09-28 17:41:10 main:581] : INFO : Epoch 1780 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 1932.19 ms [2021-09-28 17:41:12 main:581] : INFO : Epoch 1781 | loss: 0.0312396 | val_loss: 0.0312412 | Time: 1940.16 ms [2021-09-28 17:41:14 main:581] : INFO : Epoch 1782 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1926.16 ms [2021-09-28 17:41:16 main:581] : INFO : Epoch 1783 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 1944.33 ms [2021-09-28 17:41:18 main:581] : INFO : Epoch 1784 | loss: 0.0312397 | val_loss: 0.0312405 | Time: 1971.82 ms [2021-09-28 17:41:20 main:581] : INFO : Epoch 1785 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1981.8 ms [2021-09-28 17:41:22 main:581] : INFO : Epoch 1786 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 1960.54 ms [2021-09-28 17:41:24 main:581] : INFO : Epoch 1787 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 1980 ms [2021-09-28 17:41:26 main:581] : INFO : Epoch 1788 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 1973.81 ms [2021-09-28 17:41:28 main:581] : INFO : Epoch 1789 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 1972.67 ms [2021-09-28 17:41:30 main:581] : INFO : Epoch 1790 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 1974.01 ms [2021-09-28 17:41:32 main:581] : INFO : Epoch 1791 | loss: 0.0312395 | val_loss: 0.03124 | Time: 2001.93 ms [2021-09-28 17:41:34 main:581] : INFO : Epoch 1792 | loss: 0.031241 | val_loss: 0.031241 | Time: 1979.17 ms [2021-09-28 17:41:36 main:581] : INFO : Epoch 1793 | loss: 0.0312413 | val_loss: 0.0312411 | Time: 1990.29 ms [2021-09-28 17:41:38 main:581] : INFO : Epoch 1794 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 2000.36 ms [2021-09-28 17:41:40 main:581] : INFO : Epoch 1795 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 1982.81 ms [2021-09-28 17:41:42 main:581] : INFO : Epoch 1796 | loss: 0.0312407 | val_loss: 0.0312426 | Time: 1987.63 ms [2021-09-28 17:41:44 main:581] : INFO : Epoch 1797 | loss: 0.0312405 | val_loss: 0.031241 | Time: 1977.16 ms [2021-09-28 17:41:46 main:581] : INFO : Epoch 1798 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 1979.09 ms [2021-09-28 17:41:48 main:581] : INFO : Epoch 1799 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 1982.92 ms [2021-09-28 17:41:50 main:581] : INFO : Epoch 1800 | loss: 0.0312396 | val_loss: 0.03124 | Time: 1993.37 ms [2021-09-28 17:41:52 main:581] : INFO : Epoch 1801 | loss: 0.0312407 | val_loss: 0.0312402 | Time: 1982.25 ms [2021-09-28 17:41:54 main:581] : INFO : Epoch 1802 | loss: 0.0312426 | val_loss: 0.031241 | Time: 1976.57 ms [2021-09-28 17:41:56 main:581] : INFO : Epoch 1803 | loss: 0.0312402 | val_loss: 0.0312414 | Time: 1988.29 ms [2021-09-28 17:41:58 main:581] : INFO : Epoch 1804 | loss: 0.0312405 | val_loss: 0.0312423 | Time: 1985.06 ms [2021-09-28 17:42:00 main:581] : INFO : Epoch 1805 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 1983.5 ms [2021-09-28 17:42:02 main:581] : INFO : Epoch 1806 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 1957.88 ms [2021-09-28 17:42:03 main:581] : INFO : Epoch 1807 | loss: 0.0312398 | val_loss: 0.0312406 | Time: 1984.88 ms [2021-09-28 17:42:05 main:581] : INFO : Epoch 1808 | loss: 0.0312401 | val_loss: 0.0312422 | Time: 1973.81 ms [2021-09-28 17:42:07 main:581] : INFO : Epoch 1809 | loss: 0.0312398 | val_loss: 0.031241 | Time: 1995.65 ms [2021-09-28 17:42:09 main:581] : INFO : Epoch 1810 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 1996.8 ms [2021-09-28 17:42:11 main:581] : INFO : Epoch 1811 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1978.17 ms [2021-09-28 17:42:13 main:581] : INFO : Epoch 1812 | loss: 0.0312407 | val_loss: 0.03124 | Time: 1989.89 ms [2021-09-28 17:42:15 main:581] : INFO : Epoch 1813 | loss: 0.0312395 | val_loss: 0.031241 | Time: 1993.28 ms [2021-09-28 17:42:17 main:581] : INFO : Epoch 1814 | loss: 0.031241 | val_loss: 0.031241 | Time: 2005.71 ms [2021-09-28 17:42:19 main:581] : INFO : Epoch 1815 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 2025.23 ms [2021-09-28 17:42:21 main:581] : INFO : Epoch 1816 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 2010.93 ms [2021-09-28 17:42:23 main:581] : INFO : Epoch 1817 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2003.46 ms [2021-09-28 17:42:25 main:581] : INFO : Epoch 1818 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 2019.96 ms [2021-09-28 17:42:28 main:581] : INFO : Epoch 1819 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 2015.01 ms [2021-09-28 17:42:30 main:581] : INFO : Epoch 1820 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 2009.95 ms [2021-09-28 17:42:32 main:581] : INFO : Epoch 1821 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 2012.74 ms [2021-09-28 17:42:34 main:581] : INFO : Epoch 1822 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 2019.68 ms [2021-09-28 17:42:36 main:581] : INFO : Epoch 1823 | loss: 0.03124 | val_loss: 0.0312399 | Time: 2030.25 ms [2021-09-28 17:42:38 main:581] : INFO : Epoch 1824 | loss: 0.0312407 | val_loss: 0.031247 | Time: 2018.87 ms [2021-09-28 17:42:40 main:581] : INFO : Epoch 1825 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 2028.51 ms [2021-09-28 17:42:42 main:581] : INFO : Epoch 1826 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 2024 ms [2021-09-28 17:42:44 main:581] : INFO : Epoch 1827 | loss: 0.0312422 | val_loss: 0.0312407 | Time: 2002.79 ms [2021-09-28 17:42:46 main:581] : INFO : Epoch 1828 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 2036.24 ms [2021-09-28 17:42:48 main:581] : INFO : Epoch 1829 | loss: 0.0312401 | val_loss: 0.031241 | Time: 2016.02 ms [2021-09-28 17:42:50 main:581] : INFO : Epoch 1830 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 2004.3 ms [2021-09-28 17:42:52 main:581] : INFO : Epoch 1831 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 2005.84 ms [2021-09-28 17:42:54 main:581] : INFO : Epoch 1832 | loss: 0.031241 | val_loss: 0.0312439 | Time: 2016.79 ms [2021-09-28 17:42:56 main:581] : INFO : Epoch 1833 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 2003.67 ms [2021-09-28 17:42:58 main:581] : INFO : Epoch 1834 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 2010.18 ms [2021-09-28 17:43:00 main:581] : INFO : Epoch 1835 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1999.97 ms [2021-09-28 17:43:02 main:581] : INFO : Epoch 1836 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 2020.57 ms [2021-09-28 17:43:04 main:581] : INFO : Epoch 1837 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 2033.89 ms [2021-09-28 17:43:06 main:581] : INFO : Epoch 1838 | loss: 0.03124 | val_loss: 0.03124 | Time: 2009.63 ms [2021-09-28 17:43:08 main:581] : INFO : Epoch 1839 | loss: 0.03124 | val_loss: 0.0312405 | Time: 2017.9 ms [2021-09-28 17:43:10 main:581] : INFO : Epoch 1840 | loss: 0.03124 | val_loss: 0.0312403 | Time: 2051.47 ms [2021-09-28 17:43:12 main:581] : INFO : Epoch 1841 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2012.26 ms [2021-09-28 17:43:14 main:581] : INFO : Epoch 1842 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 2032 ms [2021-09-28 17:43:16 main:581] : INFO : Epoch 1843 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 2016.69 ms [2021-09-28 17:43:18 main:581] : INFO : Epoch 1844 | loss: 0.03124 | val_loss: 0.0312402 | Time: 1993.86 ms [2021-09-28 17:43:20 main:581] : INFO : Epoch 1845 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 2002.19 ms [2021-09-28 17:43:22 main:581] : INFO : Epoch 1846 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 2011.44 ms [2021-09-28 17:43:24 main:581] : INFO : Epoch 1847 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 2013.14 ms [2021-09-28 17:43:26 main:581] : INFO : Epoch 1848 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 1999.42 ms [2021-09-28 17:43:28 main:581] : INFO : Epoch 1849 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 2016.62 ms [2021-09-28 17:43:30 main:581] : INFO : Epoch 1850 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 2017.14 ms [2021-09-28 17:43:32 main:581] : INFO : Epoch 1851 | loss: 0.0312402 | val_loss: 0.0312419 | Time: 2018.97 ms [2021-09-28 17:43:34 main:581] : INFO : Epoch 1852 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 2022.08 ms [2021-09-28 17:43:36 main:581] : INFO : Epoch 1853 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 2029.22 ms [2021-09-28 17:43:38 main:581] : INFO : Epoch 1854 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 2025.63 ms [2021-09-28 17:43:40 main:581] : INFO : Epoch 1855 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 2020.08 ms [2021-09-28 17:43:42 main:581] : INFO : Epoch 1856 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 2002.63 ms [2021-09-28 17:43:44 main:581] : INFO : Epoch 1857 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 2000.33 ms [2021-09-28 17:43:46 main:581] : INFO : Epoch 1858 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 2004.02 ms [2021-09-28 17:43:48 main:581] : INFO : Epoch 1859 | loss: 0.0312404 | val_loss: 0.0312426 | Time: 2005.27 ms [2021-09-28 17:43:50 main:581] : INFO : Epoch 1860 | loss: 0.0312415 | val_loss: 0.0312425 | Time: 2000.81 ms [2021-09-28 17:43:52 main:581] : INFO : Epoch 1861 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2011.43 ms [2021-09-28 17:43:54 main:581] : INFO : Epoch 1862 | loss: 0.0312395 | val_loss: 0.0312401 | Time: 2010.31 ms [2021-09-28 17:43:56 main:581] : INFO : Epoch 1863 | loss: 0.03124 | val_loss: 0.031241 | Time: 2023.35 ms [2021-09-28 17:43:58 main:581] : INFO : Epoch 1864 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 2017.96 ms [2021-09-28 17:44:00 main:581] : INFO : Epoch 1865 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 2017.94 ms [2021-09-28 17:44:02 main:581] : INFO : Epoch 1866 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 2012.58 ms [2021-09-28 17:44:04 main:581] : INFO : Epoch 1867 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 2005.46 ms [2021-09-28 17:44:06 main:581] : INFO : Epoch 1868 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 2010.65 ms [2021-09-28 17:44:08 main:581] : INFO : Epoch 1869 | loss: 0.0312397 | val_loss: 0.0312412 | Time: 2018.81 ms [2021-09-28 17:44:10 main:581] : INFO : Epoch 1870 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 2016.77 ms [2021-09-28 17:44:12 main:581] : INFO : Epoch 1871 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2015.55 ms [2021-09-28 17:44:14 main:581] : INFO : Epoch 1872 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 2006.85 ms [2021-09-28 17:44:16 main:581] : INFO : Epoch 1873 | loss: 0.031241 | val_loss: 0.0312402 | Time: 2010.19 ms [2021-09-28 17:44:18 main:581] : INFO : Epoch 1874 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 2015.44 ms [2021-09-28 17:44:20 main:581] : INFO : Epoch 1875 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2006.53 ms [2021-09-28 17:44:22 main:581] : INFO : Epoch 1876 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 2008.55 ms [2021-09-28 17:44:24 main:581] : INFO : Epoch 1877 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 2008.23 ms [2021-09-28 17:44:26 main:581] : INFO : Epoch 1878 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 2024.86 ms [2021-09-28 17:44:28 main:581] : INFO : Epoch 1879 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 2009.98 ms [2021-09-28 17:44:30 main:581] : INFO : Epoch 1880 | loss: 0.0312421 | val_loss: 0.0312415 | Time: 2032.95 ms [2021-09-28 17:44:32 main:581] : INFO : Epoch 1881 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 2024.19 ms [2021-09-28 17:44:34 main:581] : INFO : Epoch 1882 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 2006.92 ms [2021-09-28 17:44:36 main:581] : INFO : Epoch 1883 | loss: 0.0312399 | val_loss: 0.0312403 | Time: 2017.72 ms [2021-09-28 17:44:38 main:581] : INFO : Epoch 1884 | loss: 0.0312403 | val_loss: 0.031242 | Time: 2000.89 ms [2021-09-28 17:44:41 main:581] : INFO : Epoch 1885 | loss: 0.0312415 | val_loss: 0.0312424 | Time: 2023.06 ms [2021-09-28 17:44:43 main:581] : INFO : Epoch 1886 | loss: 0.031241 | val_loss: 0.0312432 | Time: 2017.9 ms [2021-09-28 17:44:45 main:581] : INFO : Epoch 1887 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 2003.73 ms [2021-09-28 17:44:47 main:581] : INFO : Epoch 1888 | loss: 0.0312402 | val_loss: 0.03124 | Time: 1998.56 ms [2021-09-28 17:44:49 main:581] : INFO : Epoch 1889 | loss: 0.03124 | val_loss: 0.0312401 | Time: 2021.2 ms [2021-09-28 17:44:51 main:581] : INFO : Epoch 1890 | loss: 0.0312418 | val_loss: 0.0312418 | Time: 2006.14 ms [2021-09-28 17:44:53 main:581] : INFO : Epoch 1891 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 2012.55 ms [2021-09-28 17:44:55 main:581] : INFO : Epoch 1892 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 2005.52 ms [2021-09-28 17:44:57 main:581] : INFO : Epoch 1893 | loss: 0.0312412 | val_loss: 0.0312414 | Time: 2002.66 ms [2021-09-28 17:44:59 main:581] : INFO : Epoch 1894 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2020.88 ms [2021-09-28 17:45:01 main:581] : INFO : Epoch 1895 | loss: 0.0312397 | val_loss: 0.0312424 | Time: 2013.56 ms [2021-09-28 17:45:03 main:581] : INFO : Epoch 1896 | loss: 0.0312414 | val_loss: 0.0312425 | Time: 2029.37 ms [2021-09-28 17:45:05 main:581] : INFO : Epoch 1897 | loss: 0.031241 | val_loss: 0.03124 | Time: 2002.95 ms [2021-09-28 17:45:07 main:581] : INFO : Epoch 1898 | loss: 0.0312394 | val_loss: 0.0312411 | Time: 1994.47 ms [2021-09-28 17:45:09 main:581] : INFO : Epoch 1899 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 2033.34 ms [2021-09-28 17:45:11 main:581] : INFO : Epoch 1900 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 2010.63 ms [2021-09-28 17:45:13 main:581] : INFO : Epoch 1901 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1991.38 ms [2021-09-28 17:45:15 main:581] : INFO : Epoch 1902 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2027.72 ms [2021-09-28 17:45:17 main:581] : INFO : Epoch 1903 | loss: 0.0312404 | val_loss: 0.0312399 | Time: 2003.6 ms [2021-09-28 17:45:19 main:581] : INFO : Epoch 1904 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 2019.66 ms [2021-09-28 17:45:21 main:581] : INFO : Epoch 1905 | loss: 0.0312403 | val_loss: 0.0312434 | Time: 2014.24 ms [2021-09-28 17:45:23 main:581] : INFO : Epoch 1906 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 2030.76 ms [2021-09-28 17:45:25 main:581] : INFO : Epoch 1907 | loss: 0.0312399 | val_loss: 0.0312402 | Time: 2041.36 ms [2021-09-28 17:45:27 main:581] : INFO : Epoch 1908 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 2015.16 ms [2021-09-28 17:45:29 main:581] : INFO : Epoch 1909 | loss: 0.0312397 | val_loss: 0.0312415 | Time: 1998.43 ms [2021-09-28 17:45:31 main:581] : INFO : Epoch 1910 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2006.51 ms [2021-09-28 17:45:33 main:581] : INFO : Epoch 1911 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 1995.99 ms [2021-09-28 17:45:35 main:581] : INFO : Epoch 1912 | loss: 0.0312416 | val_loss: 0.0312457 | Time: 2020.73 ms [2021-09-28 17:45:37 main:581] : INFO : Epoch 1913 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 2038.68 ms [2021-09-28 17:45:39 main:581] : INFO : Epoch 1914 | loss: 0.0312412 | val_loss: 0.0312414 | Time: 2028.23 ms [2021-09-28 17:45:41 main:581] : INFO : Epoch 1915 | loss: 0.0312405 | val_loss: 0.0312401 | Time: 2006.44 ms [2021-09-28 17:45:43 main:581] : INFO : Epoch 1916 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 2024.32 ms [2021-09-28 17:45:45 main:581] : INFO : Epoch 1917 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 2010.28 ms [2021-09-28 17:45:47 main:581] : INFO : Epoch 1918 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 2024.5 ms [2021-09-28 17:45:49 main:581] : INFO : Epoch 1919 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 1996.36 ms [2021-09-28 17:45:51 main:581] : INFO : Epoch 1920 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2011.49 ms [2021-09-28 17:45:53 main:581] : INFO : Epoch 1921 | loss: 0.0312395 | val_loss: 0.0312407 | Time: 2017.89 ms [2021-09-28 17:45:55 main:581] : INFO : Epoch 1922 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 2008.75 ms [2021-09-28 17:45:57 main:581] : INFO : Epoch 1923 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 2029.84 ms [2021-09-28 17:45:59 main:581] : INFO : Epoch 1924 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 2033.54 ms [2021-09-28 17:46:01 main:581] : INFO : Epoch 1925 | loss: 0.0312413 | val_loss: 0.03124 | Time: 2028.76 ms [2021-09-28 17:46:03 main:581] : INFO : Epoch 1926 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 2000.13 ms [2021-09-28 17:46:05 main:581] : INFO : Epoch 1927 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 2004.15 ms [2021-09-28 17:46:07 main:581] : INFO : Epoch 1928 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 2009.11 ms [2021-09-28 17:46:09 main:581] : INFO : Epoch 1929 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 2018.76 ms [2021-09-28 17:46:11 main:581] : INFO : Epoch 1930 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 2013.28 ms [2021-09-28 17:46:13 main:581] : INFO : Epoch 1931 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 1997.63 ms [2021-09-28 17:46:15 main:581] : INFO : Epoch 1932 | loss: 0.0312414 | val_loss: 0.0312415 | Time: 2022.98 ms [2021-09-28 17:46:17 main:581] : INFO : Epoch 1933 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 2020.27 ms [2021-09-28 17:46:19 main:581] : INFO : Epoch 1934 | loss: 0.0312404 | val_loss: 0.0312438 | Time: 2019.65 ms [2021-09-28 17:46:21 main:581] : INFO : Epoch 1935 | loss: 0.031241 | val_loss: 0.0312399 | Time: 2014.59 ms [2021-09-28 17:46:23 main:581] : INFO : Epoch 1936 | loss: 0.0312398 | val_loss: 0.031241 | Time: 2021.49 ms [2021-09-28 17:46:25 main:581] : INFO : Epoch 1937 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 2025.93 ms [2021-09-28 17:46:27 main:581] : INFO : Epoch 1938 | loss: 0.0312405 | val_loss: 0.031241 | Time: 2027.83 ms [2021-09-28 17:46:29 main:581] : INFO : Epoch 1939 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 2029.5 ms [2021-09-28 17:46:31 main:581] : INFO : Epoch 1940 | loss: 0.031241 | val_loss: 0.0312404 | Time: 2036.44 ms [2021-09-28 17:46:33 main:581] : INFO : Epoch 1941 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 2019 ms [2021-09-28 17:46:35 main:581] : INFO : Epoch 1942 | loss: 0.0312397 | val_loss: 0.03124 | Time: 2019.7 ms [2021-09-28 17:46:37 main:581] : INFO : Epoch 1943 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 2040.35 ms [2021-09-28 17:46:40 main:581] : INFO : Epoch 1944 | loss: 0.0312397 | val_loss: 0.0312421 | Time: 2039.7 ms [2021-09-28 17:46:42 main:581] : INFO : Epoch 1945 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2003.05 ms [2021-09-28 17:46:44 main:581] : INFO : Epoch 1946 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 2022.77 ms [2021-09-28 17:46:46 main:581] : INFO : Epoch 1947 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2026.19 ms [2021-09-28 17:46:48 main:581] : INFO : Epoch 1948 | loss: 0.0312396 | val_loss: 0.03124 | Time: 2022.29 ms [2021-09-28 17:46:50 main:581] : INFO : Epoch 1949 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 2009.78 ms [2021-09-28 17:46:52 main:581] : INFO : Epoch 1950 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 2014.42 ms [2021-09-28 17:46:54 main:581] : INFO : Epoch 1951 | loss: 0.031241 | val_loss: 0.0312408 | Time: 2024.46 ms [2021-09-28 17:46:56 main:581] : INFO : Epoch 1952 | loss: 0.031242 | val_loss: 0.0312424 | Time: 2027.53 ms [2021-09-28 17:46:58 main:581] : INFO : Epoch 1953 | loss: 0.0312415 | val_loss: 0.0312418 | Time: 2015.57 ms [2021-09-28 17:47:00 main:581] : INFO : Epoch 1954 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 2038.57 ms [2021-09-28 17:47:02 main:581] : INFO : Epoch 1955 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 2059.73 ms [2021-09-28 17:47:04 main:581] : INFO : Epoch 1956 | loss: 0.031245 | val_loss: 0.0312414 | Time: 2035.12 ms [2021-09-28 17:47:06 main:581] : INFO : Epoch 1957 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 2017.06 ms [2021-09-28 17:47:08 main:581] : INFO : Epoch 1958 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2050.45 ms [2021-09-28 17:47:10 main:581] : INFO : Epoch 1959 | loss: 0.03124 | val_loss: 0.0312444 | Time: 2006.29 ms [2021-09-28 17:47:12 main:581] : INFO : Epoch 1960 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2010.17 ms [2021-09-28 17:47:14 main:581] : INFO : Epoch 1961 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 2054.76 ms [2021-09-28 17:47:16 main:581] : INFO : Epoch 1962 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 2039.66 ms [2021-09-28 17:47:18 main:581] : INFO : Epoch 1963 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2032.81 ms [2021-09-28 17:47:20 main:581] : INFO : Epoch 1964 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2043.81 ms [2021-09-28 17:47:22 main:581] : INFO : Epoch 1965 | loss: 0.0312396 | val_loss: 0.0312419 | Time: 2027.17 ms [2021-09-28 17:47:24 main:581] : INFO : Epoch 1966 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 2042.49 ms [2021-09-28 17:47:26 main:581] : INFO : Epoch 1967 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 2036.2 ms [2021-09-28 17:47:28 main:581] : INFO : Epoch 1968 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 2035.99 ms [2021-09-28 17:47:30 main:581] : INFO : Epoch 1969 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 2059.12 ms [2021-09-28 17:47:32 main:581] : INFO : Epoch 1970 | loss: 0.0312413 | val_loss: 0.031241 | Time: 2049.76 ms [2021-09-28 17:47:34 main:581] : INFO : Epoch 1971 | loss: 0.0312406 | val_loss: 0.0312403 | Time: 2028.61 ms [2021-09-28 17:47:36 main:581] : INFO : Epoch 1972 | loss: 0.0312401 | val_loss: 0.0312412 | Time: 2027.13 ms [2021-09-28 17:47:38 main:581] : INFO : Epoch 1973 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 2037.31 ms [2021-09-28 17:47:40 main:581] : INFO : Epoch 1974 | loss: 0.0312408 | val_loss: 0.031241 | Time: 2037.37 ms [2021-09-28 17:47:43 main:581] : INFO : Epoch 1975 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 2039.18 ms [2021-09-28 17:47:45 main:581] : INFO : Epoch 1976 | loss: 0.0312405 | val_loss: 0.0312436 | Time: 2040.63 ms [2021-09-28 17:47:47 main:581] : INFO : Epoch 1977 | loss: 0.0312436 | val_loss: 0.031249 | Time: 2039.89 ms [2021-09-28 17:47:49 main:581] : INFO : Epoch 1978 | loss: 0.0312424 | val_loss: 0.0312404 | Time: 2032.68 ms [2021-09-28 17:47:51 main:581] : INFO : Epoch 1979 | loss: 0.031241 | val_loss: 0.03124 | Time: 2043.55 ms [2021-09-28 17:47:53 main:581] : INFO : Epoch 1980 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 2074.5 ms [2021-09-28 17:47:55 main:581] : INFO : Epoch 1981 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 2045.41 ms [2021-09-28 17:47:57 main:581] : INFO : Epoch 1982 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 2033.36 ms [2021-09-28 17:47:59 main:581] : INFO : Epoch 1983 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 2039.04 ms [2021-09-28 17:48:01 main:581] : INFO : Epoch 1984 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 2047.56 ms [2021-09-28 17:48:03 main:581] : INFO : Epoch 1985 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 2038.79 ms [2021-09-28 17:48:05 main:581] : INFO : Epoch 1986 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 2040.1 ms [2021-09-28 17:48:07 main:581] : INFO : Epoch 1987 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 2040.35 ms [2021-09-28 17:48:09 main:581] : INFO : Epoch 1988 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2027.31 ms [2021-09-28 17:48:11 main:581] : INFO : Epoch 1989 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 2021.18 ms [2021-09-28 17:48:13 main:581] : INFO : Epoch 1990 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 2039.86 ms [2021-09-28 17:48:15 main:581] : INFO : Epoch 1991 | loss: 0.0312404 | val_loss: 0.031243 | Time: 2054.65 ms [2021-09-28 17:48:17 main:581] : INFO : Epoch 1992 | loss: 0.031242 | val_loss: 0.0312456 | Time: 2026.53 ms [2021-09-28 17:48:19 main:581] : INFO : Epoch 1993 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2039.47 ms [2021-09-28 17:48:21 main:581] : INFO : Epoch 1994 | loss: 0.0312439 | val_loss: 0.031241 | Time: 2066.63 ms [2021-09-28 17:48:23 main:581] : INFO : Epoch 1995 | loss: 0.0312403 | val_loss: 0.0312414 | Time: 2071.78 ms [2021-09-28 17:48:25 main:581] : INFO : Epoch 1996 | loss: 0.0312413 | val_loss: 0.031241 | Time: 2038.72 ms [2021-09-28 17:48:27 main:581] : INFO : Epoch 1997 | loss: 0.0312414 | val_loss: 0.0312409 | Time: 2039.19 ms [2021-09-28 17:48:30 main:581] : INFO : Epoch 1998 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 2051.72 ms [2021-09-28 17:48:32 main:581] : INFO : Epoch 1999 | loss: 0.0312401 | val_loss: 0.031241 | Time: 2024.49 ms [2021-09-28 17:48:34 main:581] : INFO : Epoch 2000 | loss: 0.0312406 | val_loss: 0.0312409 | Time: 2034.84 ms [2021-09-28 17:48:36 main:581] : INFO : Epoch 2001 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 2031.77 ms [2021-09-28 17:48:38 main:581] : INFO : Epoch 2002 | loss: 0.0312418 | val_loss: 0.0312462 | Time: 2040.18 ms [2021-09-28 17:48:40 main:581] : INFO : Epoch 2003 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 2037.43 ms [2021-09-28 17:48:42 main:581] : INFO : Epoch 2004 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 2042.68 ms [2021-09-28 17:48:44 main:581] : INFO : Epoch 2005 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 2052.09 ms [2021-09-28 17:48:46 main:581] : INFO : Epoch 2006 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 2040.71 ms [2021-09-28 17:48:48 main:581] : INFO : Epoch 2007 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 2024.44 ms [2021-09-28 17:48:50 main:581] : INFO : Epoch 2008 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2051.21 ms [2021-09-28 17:48:52 main:581] : INFO : Epoch 2009 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 2060.24 ms [2021-09-28 17:48:54 main:581] : INFO : Epoch 2010 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 2046.78 ms [2021-09-28 17:48:56 main:581] : INFO : Epoch 2011 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2038.85 ms [2021-09-28 17:48:58 main:581] : INFO : Epoch 2012 | loss: 0.0312399 | val_loss: 0.03124 | Time: 2036.1 ms [2021-09-28 17:49:00 main:581] : INFO : Epoch 2013 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 2021.91 ms [2021-09-28 17:49:02 main:581] : INFO : Epoch 2014 | loss: 0.0312412 | val_loss: 0.0312401 | Time: 2040.09 ms [2021-09-28 17:49:04 main:581] : INFO : Epoch 2015 | loss: 0.0312399 | val_loss: 0.0312426 | Time: 2029.09 ms [2021-09-28 17:49:06 main:581] : INFO : Epoch 2016 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 2019.2 ms [2021-09-28 17:49:08 main:581] : INFO : Epoch 2017 | loss: 0.0312403 | val_loss: 0.0312404 | Time: 2037.36 ms [2021-09-28 17:49:10 main:581] : INFO : Epoch 2018 | loss: 0.0312397 | val_loss: 0.0312409 | Time: 2035.64 ms [2021-09-28 17:49:12 main:581] : INFO : Epoch 2019 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 2048.25 ms [2021-09-28 17:49:14 main:581] : INFO : Epoch 2020 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 2047.75 ms [2021-09-28 17:49:16 main:581] : INFO : Epoch 2021 | loss: 0.0312411 | val_loss: 0.0312408 | Time: 2055.07 ms [2021-09-28 17:49:18 main:581] : INFO : Epoch 2022 | loss: 0.0312398 | val_loss: 0.03124 | Time: 2037.96 ms [2021-09-28 17:49:20 main:581] : INFO : Epoch 2023 | loss: 0.0312399 | val_loss: 0.0312411 | Time: 2030.38 ms [2021-09-28 17:49:23 main:581] : INFO : Epoch 2024 | loss: 0.0312406 | val_loss: 0.031242 | Time: 2053.16 ms [2021-09-28 17:49:25 main:581] : INFO : Epoch 2025 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 2065.28 ms [2021-09-28 17:49:27 main:581] : INFO : Epoch 2026 | loss: 0.0312405 | val_loss: 0.0312429 | Time: 2033.08 ms [2021-09-28 17:49:29 main:581] : INFO : Epoch 2027 | loss: 0.0312419 | val_loss: 0.0312443 | Time: 2042.25 ms [2021-09-28 17:49:31 main:581] : INFO : Epoch 2028 | loss: 0.0312422 | val_loss: 0.0312411 | Time: 2036.04 ms [2021-09-28 17:49:33 main:581] : INFO : Epoch 2029 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 2027.79 ms [2021-09-28 17:49:35 main:581] : INFO : Epoch 2030 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 2030.05 ms [2021-09-28 17:49:37 main:581] : INFO : Epoch 2031 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 2020.21 ms [2021-09-28 17:49:39 main:581] : INFO : Epoch 2032 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 2037.23 ms [2021-09-28 17:49:41 main:581] : INFO : Epoch 2033 | loss: 0.0312418 | val_loss: 0.0312408 | Time: 2028.5 ms [2021-09-28 17:49:43 main:581] : INFO : Epoch 2034 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 2037.61 ms [2021-09-28 17:49:45 main:581] : INFO : Epoch 2035 | loss: 0.03124 | val_loss: 0.0312406 | Time: 2042.85 ms [2021-09-28 17:49:47 main:581] : INFO : Epoch 2036 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 2037.46 ms [2021-09-28 17:49:49 main:581] : INFO : Epoch 2037 | loss: 0.03124 | val_loss: 0.0312402 | Time: 2035.05 ms [2021-09-28 17:49:51 main:581] : INFO : Epoch 2038 | loss: 0.0312402 | val_loss: 0.0312422 | Time: 2052.04 ms [2021-09-28 17:49:53 main:581] : INFO : Epoch 2039 | loss: 0.031242 | val_loss: 0.0312412 | Time: 2045.47 ms [2021-09-28 17:49:55 main:581] : INFO : Epoch 2040 | loss: 0.0312418 | val_loss: 0.0312461 | Time: 2046.32 ms [2021-09-28 17:49:57 main:581] : INFO : Epoch 2041 | loss: 0.0312443 | val_loss: 0.0312415 | Time: 2029.31 ms [2021-09-28 17:49:59 main:581] : INFO : Epoch 2042 | loss: 0.0312428 | val_loss: 0.031244 | Time: 2022.31 ms [2021-09-28 17:50:01 main:581] : INFO : Epoch 2043 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 2026.73 ms [2021-09-28 17:50:03 main:581] : INFO : Epoch 2044 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 2030.21 ms [2021-09-28 17:50:05 main:581] : INFO : Epoch 2045 | loss: 0.0312405 | val_loss: 0.031242 | Time: 2027.45 ms [2021-09-28 17:50:07 main:581] : INFO : Epoch 2046 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 2038.63 ms [2021-09-28 17:50:09 main:581] : INFO : Epoch 2047 | loss: 0.0312412 | val_loss: 0.0312414 | Time: 2057.82 ms [2021-09-28 17:50:11 main:581] : INFO : Epoch 2048 | loss: 0.0312406 | val_loss: 0.031241 | Time: 2049.9 ms [2021-09-28 17:50:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031241 [2021-09-28 17:50:11 main:610] : INFO : Saving end state to config to file [2021-09-28 17:50:11 main:615] : INFO : Success, exiting.. 17:50:11 (27557): 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)