Task 5169618
| Name | ParityMachine-1619579234-22161-2_0 |
| Workunit | 3106315 |
| Created | 9 May 2021, 14:09:44 UTC |
| Sent | 17 May 2021, 6:05:10 UTC |
| Report deadline | 24 May 2021, 6:05:10 UTC |
| Received | 17 May 2021, 11:23:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 11 min 49 sec |
| CPU time | 1 hours 8 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :20 main:574] : INFO : Epoch 1542 | loss: 0.0313961 | val_loss: 0.0312923 | Time: 2028.43 ms [2021-05-17 18:41:22 main:574] : INFO : Epoch 1543 | loss: 0.0312745 | val_loss: 0.0312539 | Time: 2007.91 ms [2021-05-17 18:41:24 main:574] : INFO : Epoch 1544 | loss: 0.0312519 | val_loss: 0.0312479 | Time: 2004.64 ms [2021-05-17 18:41:27 main:574] : INFO : Epoch 1545 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2001.72 ms [2021-05-17 18:41:29 main:574] : INFO : Epoch 1546 | loss: 0.0312434 | val_loss: 0.0312419 | Time: 2013.35 ms [2021-05-17 18:41:31 main:574] : INFO : Epoch 1547 | loss: 0.0312397 | val_loss: 0.0312366 | Time: 2007.53 ms [2021-05-17 18:41:33 main:574] : INFO : Epoch 1548 | loss: 0.0312332 | val_loss: 0.0312279 | Time: 2001.72 ms [2021-05-17 18:41:35 main:574] : INFO : Epoch 1549 | loss: 0.0312207 | val_loss: 0.0312093 | Time: 1999.92 ms [2021-05-17 18:41:37 main:574] : INFO : Epoch 1550 | loss: 0.0311975 | val_loss: 0.031183 | Time: 2007.51 ms [2021-05-17 18:41:39 main:574] : INFO : Epoch 1551 | loss: 0.0311732 | val_loss: 0.0311672 | Time: 2192.31 ms [2021-05-17 18:41:41 main:574] : INFO : Epoch 1552 | loss: 0.0311608 | val_loss: 0.0311535 | Time: 2087.04 ms [2021-05-17 18:41:44 main:574] : INFO : Epoch 1553 | loss: 0.0311335 | val_loss: 0.031135 | Time: 2101.8 ms [2021-05-17 18:41:46 main:574] : INFO : Epoch 1554 | loss: 0.0311146 | val_loss: 0.0311344 | Time: 2044.12 ms [2021-05-17 18:41:48 main:574] : INFO : Epoch 1555 | loss: 0.0311066 | val_loss: 0.0311333 | Time: 2048.9 ms [2021-05-17 18:41:50 main:574] : INFO : Epoch 1556 | loss: 0.0311099 | val_loss: 0.0311391 | Time: 2126.69 ms [2021-05-17 18:41:52 main:574] : INFO : Epoch 1557 | loss: 0.0311112 | val_loss: 0.031131 | Time: 2062.76 ms [2021-05-17 18:41:54 main:574] : INFO : Epoch 1558 | loss: 0.0311093 | val_loss: 0.0311346 | Time: 2068.95 ms [2021-05-17 18:41:56 main:574] : INFO : Epoch 1559 | loss: 0.0311053 | val_loss: 0.0311311 | Time: 2083.44 ms [2021-05-17 18:41:58 main:574] : INFO : Epoch 1560 | loss: 0.0311034 | val_loss: 0.0311326 | Time: 2084.97 ms [2021-05-17 18:42:01 main:574] : INFO : Epoch 1561 | loss: 0.0311074 | val_loss: 0.0311353 | Time: 2029.3 ms [2021-05-17 18:42:03 main:574] : INFO : Epoch 1562 | loss: 0.0311041 | val_loss: 0.0311314 | Time: 2041.6 ms [2021-05-17 18:42:05 main:574] : INFO : Epoch 1563 | loss: 0.031109 | val_loss: 0.0311305 | Time: 2059.54 ms [2021-05-17 18:42:07 main:574] : INFO : Epoch 1564 | loss: 0.0311069 | val_loss: 0.0311303 | Time: 2144.04 ms [2021-05-17 18:42:09 main:574] : INFO : Epoch 1565 | loss: 0.0311014 | val_loss: 0.0311309 | Time: 2088.82 ms [2021-05-17 18:42:11 main:574] : INFO : Epoch 1566 | loss: 0.031096 | val_loss: 0.0311283 | Time: 1996.9 ms [2021-05-17 18:42:13 main:574] : INFO : Epoch 1567 | loss: 0.0310956 | val_loss: 0.0311321 | Time: 2003.78 ms [2021-05-17 18:42:15 main:574] : INFO : Epoch 1568 | loss: 0.0310945 | val_loss: 0.0311295 | Time: 2021.38 ms [2021-05-17 18:42:18 main:574] : INFO : Epoch 1569 | loss: 0.0310928 | val_loss: 0.0311259 | Time: 2024.52 ms [2021-05-17 18:42:20 main:574] : INFO : Epoch 1570 | loss: 0.031091 | val_loss: 0.0311271 | Time: 2016.38 ms [2021-05-17 18:42:22 main:574] : INFO : Epoch 1571 | loss: 0.0310894 | val_loss: 0.0311238 | Time: 1994.87 ms [2021-05-17 18:42:24 main:574] : INFO : Epoch 1572 | loss: 0.0310885 | val_loss: 0.0311239 | Time: 2005.04 ms [2021-05-17 18:42:26 main:574] : INFO : Epoch 1573 | loss: 0.0310885 | val_loss: 0.0311322 | Time: 1997.02 ms [2021-05-17 18:42:28 main:574] : INFO : Epoch 1574 | loss: 0.031089 | val_loss: 0.0311271 | Time: 2008.19 ms [2021-05-17 18:42:30 main:574] : INFO : Epoch 1575 | loss: 0.0310927 | val_loss: 0.0311247 | Time: 2007.57 ms [2021-05-17 18:42:32 main:574] : INFO : Epoch 1576 | loss: 0.0310915 | val_loss: 0.0311232 | Time: 2003.35 ms [2021-05-17 18:42:34 main:574] : INFO : Epoch 1577 | loss: 0.0310886 | val_loss: 0.031122 | Time: 2011.17 ms [2021-05-17 18:42:36 main:574] : INFO : Epoch 1578 | loss: 0.031088 | val_loss: 0.0311268 | Time: 1989.72 ms [2021-05-17 18:42:38 main:574] : INFO : Epoch 1579 | loss: 0.0310955 | val_loss: 0.0311291 | Time: 1998.74 ms [2021-05-17 18:42:40 main:574] : INFO : Epoch 1580 | loss: 0.0310935 | val_loss: 0.0311249 | Time: 2012.61 ms [2021-05-17 18:42:43 main:574] : INFO : Epoch 1581 | loss: 0.0310899 | val_loss: 0.0311247 | Time: 2014.62 ms [2021-05-17 18:42:45 main:574] : INFO : Epoch 1582 | loss: 0.0310907 | val_loss: 0.0311274 | Time: 2014.88 ms [2021-05-17 18:42:47 main:574] : INFO : Epoch 1583 | loss: 0.0310897 | val_loss: 0.0311288 | Time: 2003.38 ms [2021-05-17 18:42:49 main:574] : INFO : Epoch 1584 | loss: 0.0310897 | val_loss: 0.0311306 | Time: 2011.35 ms [2021-05-17 18:42:51 main:574] : INFO : Epoch 1585 | loss: 0.031088 | val_loss: 0.0311267 | Time: 1999.86 ms [2021-05-17 18:42:53 main:574] : INFO : Epoch 1586 | loss: 0.0310889 | val_loss: 0.0311288 | Time: 1988.43 ms [2021-05-17 18:42:55 main:574] : INFO : Epoch 1587 | loss: 0.0310887 | val_loss: 0.0311278 | Time: 1990.91 ms [2021-05-17 18:42:57 main:574] : INFO : Epoch 1588 | loss: 0.0310873 | val_loss: 0.03113 | Time: 1999.69 ms [2021-05-17 18:42:59 main:574] : INFO : Epoch 1589 | loss: 0.0310872 | val_loss: 0.0311278 | Time: 2011.78 ms [2021-05-17 18:43:01 main:574] : INFO : Epoch 1590 | loss: 0.031085 | val_loss: 0.0311296 | Time: 2009.6 ms [2021-05-17 18:43:03 main:574] : INFO : Epoch 1591 | loss: 0.0310842 | val_loss: 0.0311267 | Time: 1995.88 ms [2021-05-17 18:43:05 main:574] : INFO : Epoch 1592 | loss: 0.031084 | val_loss: 0.0311282 | Time: 2014.91 ms [2021-05-17 18:43:07 main:574] : INFO : Epoch 1593 | loss: 0.0310855 | val_loss: 0.0311295 | Time: 2005.47 ms [2021-05-17 18:43:10 main:574] : INFO : Epoch 1594 | loss: 0.0310853 | val_loss: 0.0311282 | Time: 2011.67 ms [2021-05-17 18:43:12 main:574] : INFO : Epoch 1595 | loss: 0.0310848 | val_loss: 0.031126 | Time: 2013.6 ms [2021-05-17 18:43:14 main:574] : INFO : Epoch 1596 | loss: 0.0310862 | val_loss: 0.0311268 | Time: 2012.09 ms [2021-05-17 18:43:16 main:574] : INFO : Epoch 1597 | loss: 0.0310846 | val_loss: 0.0311275 | Time: 2009.26 ms [2021-05-17 18:43:18 main:574] : INFO : Epoch 1598 | loss: 0.031086 | val_loss: 0.031129 | Time: 1993.36 ms [2021-05-17 18:43:20 main:574] : INFO : Epoch 1599 | loss: 0.0310853 | val_loss: 0.0311304 | Time: 2011.19 ms [2021-05-17 18:43:22 main:574] : INFO : Epoch 1600 | loss: 0.0310839 | val_loss: 0.0311355 | Time: 2022.6 ms [2021-05-17 18:43:24 main:574] : INFO : Epoch 1601 | loss: 0.0310847 | val_loss: 0.0311365 | Time: 2017.61 ms [2021-05-17 18:43:26 main:574] : INFO : Epoch 1602 | loss: 0.031089 | val_loss: 0.0311332 | Time: 2031.45 ms [2021-05-17 18:43:28 main:574] : INFO : Epoch 1603 | loss: 0.0310925 | val_loss: 0.0311297 | Time: 2008.66 ms [2021-05-17 18:43:30 main:574] : INFO : Epoch 1604 | loss: 0.0310897 | val_loss: 0.0311312 | Time: 2007.1 ms [2021-05-17 18:43:33 main:574] : INFO : Epoch 1605 | loss: 0.031092 | val_loss: 0.0311303 | Time: 1998.23 ms [2021-05-17 18:43:35 main:574] : INFO : Epoch 1606 | loss: 0.0310982 | val_loss: 0.031127 | Time: 2008.72 ms [2021-05-17 18:43:37 main:574] : INFO : Epoch 1607 | loss: 0.0310942 | val_loss: 0.031132 | Time: 1995.01 ms [2021-05-17 18:43:39 main:574] : INFO : Epoch 1608 | loss: 0.031093 | val_loss: 0.0311306 | Time: 2013.76 ms [2021-05-17 18:43:41 main:574] : INFO : Epoch 1609 | loss: 0.0310894 | val_loss: 0.0311272 | Time: 2019.29 ms [2021-05-17 18:43:43 main:574] : INFO : Epoch 1610 | loss: 0.0310903 | val_loss: 0.0311336 | Time: 1998.42 ms [2021-05-17 18:43:45 main:574] : INFO : Epoch 1611 | loss: 0.0310951 | val_loss: 0.0311282 | Time: 1997.24 ms [2021-05-17 18:43:47 main:574] : INFO : Epoch 1612 | loss: 0.0310925 | val_loss: 0.0311307 | Time: 1993.61 ms [2021-05-17 18:43:49 main:574] : INFO : Epoch 1613 | loss: 0.0310901 | val_loss: 0.0311275 | Time: 1987.55 ms [2021-05-17 18:43:51 main:574] : INFO : Epoch 1614 | loss: 0.0310904 | val_loss: 0.0311293 | Time: 1996.56 ms [2021-05-17 18:43:53 main:574] : INFO : Epoch 1615 | loss: 0.0310869 | val_loss: 0.0311316 | Time: 1990.29 ms [2021-05-17 18:43:55 main:574] : INFO : Epoch 1616 | loss: 0.0310857 | val_loss: 0.0311282 | Time: 2015.44 ms [2021-05-17 18:43:57 main:574] : INFO : Epoch 1617 | loss: 0.0310855 | val_loss: 0.031132 | Time: 2009.11 ms [2021-05-17 18:44:00 main:574] : INFO : Epoch 1618 | loss: 0.0310874 | val_loss: 0.0311297 | Time: 1986.14 ms [2021-05-17 18:44:02 main:574] : INFO : Epoch 1619 | loss: 0.0310885 | val_loss: 0.0311316 | Time: 1991.72 ms [2021-05-17 18:44:04 main:574] : INFO : Epoch 1620 | loss: 0.031108 | val_loss: 0.0311369 | Time: 1999.42 ms [2021-05-17 18:44:06 main:574] : INFO : Epoch 1621 | loss: 0.0311055 | val_loss: 0.0311323 | Time: 2015.18 ms [2021-05-17 18:44:08 main:574] : INFO : Epoch 1622 | loss: 0.0310979 | val_loss: 0.0311304 | Time: 2002.21 ms [2021-05-17 18:44:10 main:574] : INFO : Epoch 1623 | loss: 0.0310924 | val_loss: 0.0311309 | Time: 2018.96 ms [2021-05-17 18:44:12 main:574] : INFO : Epoch 1624 | loss: 0.0310882 | val_loss: 0.0311248 | Time: 2001.42 ms [2021-05-17 18:44:14 main:574] : INFO : Epoch 1625 | loss: 0.031088 | val_loss: 0.0311281 | Time: 2016.86 ms [2021-05-17 18:44:16 main:574] : INFO : Epoch 1626 | loss: 0.0310867 | val_loss: 0.0311326 | Time: 2016.29 ms [2021-05-17 18:44:18 main:574] : INFO : Epoch 1627 | loss: 0.0310868 | val_loss: 0.0311338 | Time: 2002.76 ms [2021-05-17 18:44:20 main:574] : INFO : Epoch 1628 | loss: 0.0310881 | val_loss: 0.0311311 | Time: 2012.87 ms [2021-05-17 18:44:22 main:574] : INFO : Epoch 1629 | loss: 0.031088 | val_loss: 0.0311313 | Time: 2002.26 ms [2021-05-17 18:44:25 main:574] : INFO : Epoch 1630 | loss: 0.03109 | val_loss: 0.0311341 | Time: 2020.58 ms [2021-05-17 18:44:27 main:574] : INFO : Epoch 1631 | loss: 0.0310887 | val_loss: 0.0311346 | Time: 2005.63 ms [2021-05-17 18:44:29 main:574] : INFO : Epoch 1632 | loss: 0.0310882 | val_loss: 0.0311285 | Time: 2013.08 ms [2021-05-17 18:44:31 main:574] : INFO : Epoch 1633 | loss: 0.0310873 | val_loss: 0.0311265 | Time: 2019.19 ms [2021-05-17 18:44:33 main:574] : INFO : Epoch 1634 | loss: 0.0310882 | val_loss: 0.0311286 | Time: 2026.62 ms [2021-05-17 18:44:35 main:574] : INFO : Epoch 1635 | loss: 0.0310873 | val_loss: 0.0311312 | Time: 2009.23 ms [2021-05-17 18:44:37 main:574] : INFO : Epoch 1636 | loss: 0.0310843 | val_loss: 0.0311341 | Time: 2024.61 ms [2021-05-17 18:44:39 main:574] : INFO : Epoch 1637 | loss: 0.0310832 | val_loss: 0.0311327 | Time: 2014.69 ms [2021-05-17 18:44:41 main:574] : INFO : Epoch 1638 | loss: 0.0310829 | val_loss: 0.0311327 | Time: 2016.08 ms [2021-05-17 18:44:43 main:574] : INFO : Epoch 1639 | loss: 0.0310895 | val_loss: 0.0311373 | Time: 1995.91 ms [2021-05-17 18:44:45 main:574] : INFO : Epoch 1640 | loss: 0.0310886 | val_loss: 0.0311362 | Time: 2021.43 ms [2021-05-17 18:44:48 main:574] : INFO : Epoch 1641 | loss: 0.0310857 | val_loss: 0.0311316 | Time: 1999.38 ms [2021-05-17 18:44:50 main:574] : INFO : Epoch 1642 | loss: 0.0310831 | val_loss: 0.0311306 | Time: 2008.87 ms [2021-05-17 18:44:52 main:574] : INFO : Epoch 1643 | loss: 0.0310838 | val_loss: 0.0311307 | Time: 2007.19 ms [2021-05-17 18:44:54 main:574] : INFO : Epoch 1644 | loss: 0.0310836 | val_loss: 0.0311312 | Time: 2027.93 ms [2021-05-17 18:44:56 main:574] : INFO : Epoch 1645 | loss: 0.0310829 | val_loss: 0.031137 | Time: 2016.56 ms [2021-05-17 18:44:58 main:574] : INFO : Epoch 1646 | loss: 0.0310815 | val_loss: 0.0311364 | Time: 2009.06 ms [2021-05-17 18:45:00 main:574] : INFO : Epoch 1647 | loss: 0.0310817 | val_loss: 0.0311393 | Time: 2012.97 ms [2021-05-17 18:45:02 main:574] : INFO : Epoch 1648 | loss: 0.0310862 | val_loss: 0.0311361 | Time: 1994.41 ms [2021-05-17 18:45:04 main:574] : INFO : Epoch 1649 | loss: 0.031088 | val_loss: 0.0311336 | Time: 2010.85 ms [2021-05-17 18:45:06 main:574] : INFO : Epoch 1650 | loss: 0.0310846 | val_loss: 0.0311418 | Time: 1994.87 ms [2021-05-17 18:45:08 main:574] : INFO : Epoch 1651 | loss: 0.0310888 | val_loss: 0.0311388 | Time: 2001.16 ms [2021-05-17 18:45:10 main:574] : INFO : Epoch 1652 | loss: 0.0311004 | val_loss: 0.0311394 | Time: 2014.31 ms [2021-05-17 18:45:13 main:574] : INFO : Epoch 1653 | loss: 0.0310963 | val_loss: 0.03114 | Time: 2023.33 ms [2021-05-17 18:45:15 main:574] : INFO : Epoch 1654 | loss: 0.0310904 | val_loss: 0.0311302 | Time: 2023.8 ms [2021-05-17 18:45:17 main:574] : INFO : Epoch 1655 | loss: 0.0310872 | val_loss: 0.0311267 | Time: 2019.82 ms [2021-05-17 18:45:19 main:574] : INFO : Epoch 1656 | loss: 0.031086 | val_loss: 0.031134 | Time: 2045.27 ms [2021-05-17 18:45:21 main:574] : INFO : Epoch 1657 | loss: 0.0310838 | val_loss: 0.0311372 | Time: 2013.99 ms [2021-05-17 18:45:23 main:574] : INFO : Epoch 1658 | loss: 0.0310826 | val_loss: 0.0311298 | Time: 2019.24 ms [2021-05-17 18:45:25 main:574] : INFO : Epoch 1659 | loss: 0.0310844 | val_loss: 0.0311277 | Time: 2010.06 ms [2021-05-17 18:45:27 main:574] : INFO : Epoch 1660 | loss: 0.0310871 | val_loss: 0.0311318 | Time: 1983.99 ms [2021-05-17 18:45:29 main:574] : INFO : Epoch 1661 | loss: 0.031085 | val_loss: 0.0311327 | Time: 2017.26 ms [2021-05-17 18:45:31 main:574] : INFO : Epoch 1662 | loss: 0.0310894 | val_loss: 0.03113 | Time: 1989.44 ms [2021-05-17 18:45:34 main:574] : INFO : Epoch 1663 | loss: 0.0310881 | val_loss: 0.0311328 | Time: 2019.48 ms [2021-05-17 18:45:36 main:574] : INFO : Epoch 1664 | loss: 0.0310886 | val_loss: 0.0311375 | Time: 2008.99 ms [2021-05-17 18:45:38 main:574] : INFO : Epoch 1665 | loss: 0.0310943 | val_loss: 0.031136 | Time: 2004.09 ms [2021-05-17 18:45:40 main:574] : INFO : Epoch 1666 | loss: 0.0310933 | val_loss: 0.0311353 | Time: 2016.73 ms [2021-05-17 18:45:42 main:574] : INFO : Epoch 1667 | loss: 0.0310921 | val_loss: 0.0311341 | Time: 1989.69 ms [2021-05-17 18:45:44 main:574] : INFO : Epoch 1668 | loss: 0.031089 | val_loss: 0.0311392 | Time: 2007.05 ms [2021-05-17 18:45:46 main:574] : INFO : Epoch 1669 | loss: 0.0310928 | val_loss: 0.0311395 | Time: 1991.16 ms [2021-05-17 18:45:48 main:574] : INFO : Epoch 1670 | loss: 0.0310916 | val_loss: 0.0311322 | Time: 2009.05 ms [2021-05-17 18:45:50 main:574] : INFO : Epoch 1671 | loss: 0.0310884 | val_loss: 0.0311401 | Time: 2018.68 ms [2021-05-17 18:45:52 main:574] : INFO : Epoch 1672 | loss: 0.0310883 | val_loss: 0.03114 | Time: 1992.88 ms [2021-05-17 18:45:54 main:574] : INFO : Epoch 1673 | loss: 0.0310865 | val_loss: 0.0311348 | Time: 2002.28 ms [2021-05-17 18:45:56 main:574] : INFO : Epoch 1674 | loss: 0.0310828 | val_loss: 0.0311368 | Time: 2005.16 ms [2021-05-17 18:45:58 main:574] : INFO : Epoch 1675 | loss: 0.0310853 | val_loss: 0.0311352 | Time: 2017.3 ms [2021-05-17 18:46:01 main:574] : INFO : Epoch 1676 | loss: 0.0310866 | val_loss: 0.031134 | Time: 2009.42 ms [2021-05-17 18:46:03 main:574] : INFO : Epoch 1677 | loss: 0.0310895 | val_loss: 0.031139 | Time: 2003.36 ms [2021-05-17 18:46:05 main:574] : INFO : Epoch 1678 | loss: 0.0310947 | val_loss: 0.0311343 | Time: 1997.57 ms [2021-05-17 18:46:07 main:574] : INFO : Epoch 1679 | loss: 0.03111 | val_loss: 0.031135 | Time: 2008.3 ms [2021-05-17 18:46:09 main:574] : INFO : Epoch 1680 | loss: 0.0311032 | val_loss: 0.0311372 | Time: 2126.42 ms [2021-05-17 18:46:11 main:574] : INFO : Epoch 1681 | loss: 0.0311035 | val_loss: 0.0311338 | Time: 2078.69 ms [2021-05-17 18:46:13 main:574] : INFO : Epoch 1682 | loss: 0.0310959 | val_loss: 0.0311356 | Time: 2043.21 ms [2021-05-17 18:46:15 main:574] : INFO : Epoch 1683 | loss: 0.0310948 | val_loss: 0.0311322 | Time: 2053.76 ms [2021-05-17 18:46:18 main:574] : INFO : Epoch 1684 | loss: 0.0310951 | val_loss: 0.0311369 | Time: 2086.2 ms [2021-05-17 18:46:20 main:574] : INFO : Epoch 1685 | loss: 0.0310926 | val_loss: 0.0311423 | Time: 2079.03 ms [2021-05-17 18:46:22 main:574] : INFO : Epoch 1686 | loss: 0.0310894 | val_loss: 0.0311301 | Time: 2086.38 ms [2021-05-17 18:46:24 main:574] : INFO : Epoch 1687 | loss: 0.0310869 | val_loss: 0.0311332 | Time: 2061.8 ms [2021-05-17 18:46:26 main:574] : INFO : Epoch 1688 | loss: 0.0310859 | val_loss: 0.0311312 | Time: 2095.06 ms [2021-05-17 18:46:28 main:574] : INFO : Epoch 1689 | loss: 0.0310834 | val_loss: 0.0311366 | Time: 2261.36 ms [2021-05-17 18:46:31 main:574] : INFO : Epoch 1690 | loss: 0.0310855 | val_loss: 0.0311306 | Time: 2077.1 ms [2021-05-17 18:46:33 main:574] : INFO : Epoch 1691 | loss: 0.0310855 | val_loss: 0.0311295 | Time: 2073.6 ms [2021-05-17 18:46:35 main:574] : INFO : Epoch 1692 | loss: 0.0310837 | val_loss: 0.0311289 | Time: 2020.98 ms [2021-05-17 18:46:37 main:574] : INFO : Epoch 1693 | loss: 0.0310825 | val_loss: 0.0311298 | Time: 2019 ms [2021-05-17 18:46:39 main:574] : INFO : Epoch 1694 | loss: 0.0310819 | val_loss: 0.0311305 | Time: 2027.86 ms [2021-05-17 18:46:41 main:574] : INFO : Epoch 1695 | loss: 0.0310836 | val_loss: 0.0311306 | Time: 2038.23 ms [2021-05-17 18:46:43 main:574] : INFO : Epoch 1696 | loss: 0.0310849 | val_loss: 0.0311341 | Time: 2038.45 ms [2021-05-17 18:46:45 main:574] : INFO : Epoch 1697 | loss: 0.0310834 | val_loss: 0.0311283 | Time: 2064.52 ms [2021-05-17 18:46:48 main:574] : INFO : Epoch 1698 | loss: 0.0310819 | val_loss: 0.0311299 | Time: 2056.28 ms [2021-05-17 18:46:50 main:574] : INFO : Epoch 1699 | loss: 0.0310809 | val_loss: 0.0311369 | Time: 2046.06 ms [2021-05-17 18:46:52 main:574] : INFO : Epoch 1700 | loss: 0.0310812 | val_loss: 0.0311281 | Time: 2044.58 ms [2021-05-17 18:46:54 main:574] : INFO : Epoch 1701 | loss: 0.031081 | val_loss: 0.0311354 | Time: 2015.8 ms [2021-05-17 18:46:56 main:574] : INFO : Epoch 1702 | loss: 0.0310812 | val_loss: 0.0311356 | Time: 2026.81 ms [2021-05-17 18:46:58 main:574] : INFO : Epoch 1703 | loss: 0.0310807 | val_loss: 0.0311387 | Time: 2029.55 ms [2021-05-17 18:47:00 main:574] : INFO : Epoch 1704 | loss: 0.0310823 | val_loss: 0.0311288 | Time: 2042.22 ms [2021-05-17 18:47:02 main:574] : INFO : Epoch 1705 | loss: 0.0310819 | val_loss: 0.0311305 | Time: 2046.19 ms [2021-05-17 18:47:05 main:574] : INFO : Epoch 1706 | loss: 0.0310837 | val_loss: 0.031128 | Time: 2015.54 ms [2021-05-17 18:47:07 main:574] : INFO : Epoch 1707 | loss: 0.0310854 | val_loss: 0.0311344 | Time: 2031.23 ms [2021-05-17 18:47:09 main:574] : INFO : Epoch 1708 | loss: 0.0310845 | val_loss: 0.0311396 | Time: 2024.25 ms [2021-05-17 18:47:11 main:574] : INFO : Epoch 1709 | loss: 0.0310824 | val_loss: 0.0311392 | Time: 2078 ms [2021-05-17 18:47:13 main:574] : INFO : Epoch 1710 | loss: 0.0310785 | val_loss: 0.0311354 | Time: 2034.54 ms [2021-05-17 18:47:15 main:574] : INFO : Epoch 1711 | loss: 0.0310769 | val_loss: 0.0311377 | Time: 2029.88 ms [2021-05-17 18:47:17 main:574] : INFO : Epoch 1712 | loss: 0.0310785 | val_loss: 0.0311344 | Time: 2028.42 ms [2021-05-17 18:47:19 main:574] : INFO : Epoch 1713 | loss: 0.0310805 | val_loss: 0.0311323 | Time: 2032.77 ms [2021-05-17 18:47:21 main:574] : INFO : Epoch 1714 | loss: 0.0310793 | val_loss: 0.0311376 | Time: 2030.64 ms [2021-05-17 18:47:24 main:574] : INFO : Epoch 1715 | loss: 0.0310781 | val_loss: 0.0311351 | Time: 2029.15 ms [2021-05-17 18:47:26 main:574] : INFO : Epoch 1716 | loss: 0.0310783 | val_loss: 0.0311329 | Time: 2044.87 ms [2021-05-17 18:47:28 main:574] : INFO : Epoch 1717 | loss: 0.0310814 | val_loss: 0.0311261 | Time: 2038.07 ms [2021-05-17 18:47:30 main:574] : INFO : Epoch 1718 | loss: 0.0310781 | val_loss: 0.0311328 | Time: 2015.74 ms [2021-05-17 18:47:32 main:574] : INFO : Epoch 1719 | loss: 0.0310759 | val_loss: 0.0311389 | Time: 2039.3 ms [2021-05-17 18:47:34 main:574] : INFO : Epoch 1720 | loss: 0.0310788 | val_loss: 0.0311476 | Time: 2009.24 ms [2021-05-17 18:47:36 main:574] : INFO : Epoch 1721 | loss: 0.0310853 | val_loss: 0.031133 | Time: 2034.48 ms [2021-05-17 18:47:38 main:574] : INFO : Epoch 1722 | loss: 0.0310892 | val_loss: 0.0311288 | Time: 2042.55 ms [2021-05-17 18:47:40 main:574] : INFO : Epoch 1723 | loss: 0.0311045 | val_loss: 0.0311334 | Time: 2027.69 ms [2021-05-17 18:47:42 main:574] : INFO : Epoch 1724 | loss: 0.0310969 | val_loss: 0.031131 | Time: 2059.26 ms [2021-05-17 18:47:45 main:574] : INFO : Epoch 1725 | loss: 0.0310907 | val_loss: 0.0311319 | Time: 2018.35 ms [2021-05-17 18:47:47 main:574] : INFO : Epoch 1726 | loss: 0.0310879 | val_loss: 0.0311273 | Time: 2055.81 ms [2021-05-17 18:47:49 main:574] : INFO : Epoch 1727 | loss: 0.031084 | val_loss: 0.0311277 | Time: 2042.83 ms [2021-05-17 18:47:51 main:574] : INFO : Epoch 1728 | loss: 0.0310815 | val_loss: 0.031128 | Time: 2032.39 ms [2021-05-17 18:47:53 main:574] : INFO : Epoch 1729 | loss: 0.031079 | val_loss: 0.0311257 | Time: 2034.84 ms [2021-05-17 18:47:55 main:574] : INFO : Epoch 1730 | loss: 0.0310798 | val_loss: 0.0311298 | Time: 2027.98 ms [2021-05-17 18:47:57 main:574] : INFO : Epoch 1731 | loss: 0.0310783 | val_loss: 0.0311275 | Time: 2012.49 ms [2021-05-17 18:47:59 main:574] : INFO : Epoch 1732 | loss: 0.0310769 | val_loss: 0.0311318 | Time: 2044.25 ms [2021-05-17 18:48:02 main:574] : INFO : Epoch 1733 | loss: 0.0310758 | val_loss: 0.0311322 | Time: 2033.9 ms [2021-05-17 18:48:04 main:574] : INFO : Epoch 1734 | loss: 0.031076 | val_loss: 0.0311318 | Time: 2046.29 ms [2021-05-17 18:48:06 main:574] : INFO : Epoch 1735 | loss: 0.0310768 | val_loss: 0.0311244 | Time: 2059.38 ms [2021-05-17 18:48:08 main:574] : INFO : Epoch 1736 | loss: 0.0310779 | val_loss: 0.0311241 | Time: 2049.24 ms [2021-05-17 18:48:10 main:574] : INFO : Epoch 1737 | loss: 0.0310769 | val_loss: 0.031129 | Time: 2076.59 ms [2021-05-17 18:48:12 main:574] : INFO : Epoch 1738 | loss: 0.0310749 | val_loss: 0.0311263 | Time: 2057.21 ms [2021-05-17 18:48:14 main:574] : INFO : Epoch 1739 | loss: 0.0310748 | val_loss: 0.0311291 | Time: 2027.57 ms [2021-05-17 18:48:17 main:574] : INFO : Epoch 1740 | loss: 0.0310757 | val_loss: 0.0311293 | Time: 2029.09 ms [2021-05-17 18:48:19 main:574] : INFO : Epoch 1741 | loss: 0.0310786 | val_loss: 0.0311328 | Time: 2035.9 ms [2021-05-17 18:48:21 main:574] : INFO : Epoch 1742 | loss: 0.0310781 | val_loss: 0.031132 | Time: 2028.24 ms [2021-05-17 18:48:23 main:574] : INFO : Epoch 1743 | loss: 0.0310767 | val_loss: 0.0311307 | Time: 2040.68 ms [2021-05-17 18:48:25 main:574] : INFO : Epoch 1744 | loss: 0.0310756 | val_loss: 0.0311422 | Time: 2033.09 ms [2021-05-17 18:48:27 main:574] : INFO : Epoch 1745 | loss: 0.0310756 | val_loss: 0.031135 | Time: 2034.4 ms [2021-05-17 18:48:29 main:574] : INFO : Epoch 1746 | loss: 0.0310755 | val_loss: 0.0311358 | Time: 2023.81 ms [2021-05-17 18:48:31 main:574] : INFO : Epoch 1747 | loss: 0.0310736 | val_loss: 0.0311319 | Time: 2030.39 ms [2021-05-17 18:48:33 main:574] : INFO : Epoch 1748 | loss: 0.0310753 | val_loss: 0.0311326 | Time: 2044.3 ms [2021-05-17 18:48:36 main:574] : INFO : Epoch 1749 | loss: 0.031073 | val_loss: 0.0311342 | Time: 2024.98 ms [2021-05-17 18:48:38 main:574] : INFO : Epoch 1750 | loss: 0.0310711 | val_loss: 0.0311413 | Time: 2044.36 ms [2021-05-17 18:48:40 main:574] : INFO : Epoch 1751 | loss: 0.0310713 | val_loss: 0.0311343 | Time: 2035.21 ms [2021-05-17 18:48:42 main:574] : INFO : Epoch 1752 | loss: 0.0310719 | val_loss: 0.0311397 | Time: 2018.93 ms [2021-05-17 18:48:44 main:574] : INFO : Epoch 1753 | loss: 0.0310718 | val_loss: 0.0311336 | Time: 2017.97 ms [2021-05-17 18:48:46 main:574] : INFO : Epoch 1754 | loss: 0.0310728 | val_loss: 0.0311475 | Time: 2026.1 ms [2021-05-17 18:48:48 main:574] : INFO : Epoch 1755 | loss: 0.0310797 | val_loss: 0.031133 | Time: 2029.2 ms [2021-05-17 18:48:50 main:574] : INFO : Epoch 1756 | loss: 0.0310804 | val_loss: 0.0311483 | Time: 2040.92 ms [2021-05-17 18:48:52 main:574] : INFO : Epoch 1757 | loss: 0.0310786 | val_loss: 0.0311398 | Time: 2013.99 ms [2021-05-17 18:48:54 main:574] : INFO : Epoch 1758 | loss: 0.0310793 | val_loss: 0.0311378 | Time: 2031.07 ms [2021-05-17 18:48:56 main:574] : INFO : Epoch 1759 | loss: 0.0310758 | val_loss: 0.0311366 | Time: 2029.92 ms [2021-05-17 18:48:59 main:574] : INFO : Epoch 1760 | loss: 0.0310755 | val_loss: 0.0311413 | Time: 2007.39 ms [2021-05-17 18:49:01 main:574] : INFO : Epoch 1761 | loss: 0.0310791 | val_loss: 0.0311396 | Time: 2022.76 ms [2021-05-17 18:49:03 main:574] : INFO : Epoch 1762 | loss: 0.0310759 | val_loss: 0.0311402 | Time: 2041.95 ms [2021-05-17 18:49:05 main:574] : INFO : Epoch 1763 | loss: 0.0310768 | val_loss: 0.0311389 | Time: 2017.85 ms [2021-05-17 18:49:07 main:574] : INFO : Epoch 1764 | loss: 0.0310836 | val_loss: 0.0311261 | Time: 2022.82 ms [2021-05-17 18:49:09 main:574] : INFO : Epoch 1765 | loss: 0.0310833 | val_loss: 0.0311297 | Time: 2025.77 ms [2021-05-17 18:49:11 main:574] : INFO : Epoch 1766 | loss: 0.0310832 | val_loss: 0.031133 | Time: 2026.4 ms [2021-05-17 18:49:13 main:574] : INFO : Epoch 1767 | loss: 0.0310816 | val_loss: 0.0311336 | Time: 2055.66 ms [2021-05-17 18:49:15 main:574] : INFO : Epoch 1768 | loss: 0.0310801 | val_loss: 0.0311347 | Time: 2061.44 ms [2021-05-17 18:49:18 main:574] : INFO : Epoch 1769 | loss: 0.03108 | val_loss: 0.0311342 | Time: 2030.01 ms [2021-05-17 18:49:20 main:574] : INFO : Epoch 1770 | loss: 0.0310804 | val_loss: 0.0311316 | Time: 2033.8 ms [2021-05-17 18:49:22 main:574] : INFO : Epoch 1771 | loss: 0.0310745 | val_loss: 0.031132 | Time: 2010.56 ms [2021-05-17 18:49:24 main:574] : INFO : Epoch 1772 | loss: 0.0310748 | val_loss: 0.0311419 | Time: 2022.92 ms [2021-05-17 18:49:26 main:574] : INFO : Epoch 1773 | loss: 0.0310768 | val_loss: 0.0311378 | Time: 2036.34 ms [2021-05-17 18:49:28 main:574] : INFO : Epoch 1774 | loss: 0.0310751 | val_loss: 0.0311395 | Time: 2037.88 ms [2021-05-17 18:49:30 main:574] : INFO : Epoch 1775 | loss: 0.0310744 | val_loss: 0.03114 | Time: 2060.4 ms [2021-05-17 18:49:32 main:574] : INFO : Epoch 1776 | loss: 0.0310729 | val_loss: 0.0311343 | Time: 2035.8 ms [2021-05-17 18:49:34 main:574] : INFO : Epoch 1777 | loss: 0.031075 | val_loss: 0.0311446 | Time: 2009.77 ms [2021-05-17 18:49:37 main:574] : INFO : Epoch 1778 | loss: 0.0310802 | val_loss: 0.0311361 | Time: 2052.97 ms [2021-05-17 18:49:39 main:574] : INFO : Epoch 1779 | loss: 0.0310782 | val_loss: 0.0311356 | Time: 2052.47 ms [2021-05-17 18:49:41 main:574] : INFO : Epoch 1780 | loss: 0.0310748 | val_loss: 0.0311376 | Time: 2109.02 ms [2021-05-17 18:49:43 main:574] : INFO : Epoch 1781 | loss: 0.0310747 | val_loss: 0.0311417 | Time: 2082.74 ms [2021-05-17 18:49:45 main:574] : INFO : Epoch 1782 | loss: 0.031072 | val_loss: 0.0311357 | Time: 2034.08 ms [2021-05-17 18:49:47 main:574] : INFO : Epoch 1783 | loss: 0.0310715 | val_loss: 0.0311399 | Time: 2013.04 ms [2021-05-17 18:49:49 main:574] : INFO : Epoch 1784 | loss: 0.0310713 | val_loss: 0.0311439 | Time: 2021.08 ms [2021-05-17 18:49:51 main:574] : INFO : Epoch 1785 | loss: 0.0310739 | val_loss: 0.0311324 | Time: 2009.45 ms [2021-05-17 18:49:53 main:574] : INFO : Epoch 1786 | loss: 0.0310736 | val_loss: 0.0311305 | Time: 2015.13 ms [2021-05-17 18:49:56 main:574] : INFO : Epoch 1787 | loss: 0.0310714 | val_loss: 0.0311466 | Time: 2036.73 ms [2021-05-17 18:49:58 main:574] : INFO : Epoch 1788 | loss: 0.0310719 | val_loss: 0.0311337 | Time: 2035.85 ms [2021-05-17 18:50:00 main:574] : INFO : Epoch 1789 | loss: 0.0310717 | val_loss: 0.0311354 | Time: 2023.08 ms [2021-05-17 18:50:02 main:574] : INFO : Epoch 1790 | loss: 0.0310725 | val_loss: 0.0311353 | Time: 2053.11 ms [2021-05-17 18:50:04 main:574] : INFO : Epoch 1791 | loss: 0.0310724 | val_loss: 0.0311387 | Time: 2020.56 ms [2021-05-17 18:50:06 main:574] : INFO : Epoch 1792 | loss: 0.0310744 | val_loss: 0.0311337 | Time: 2029.94 ms [2021-05-17 18:50:08 main:574] : INFO : Epoch 1793 | loss: 0.0310702 | val_loss: 0.0311377 | Time: 2057.52 ms [2021-05-17 18:50:10 main:574] : INFO : Epoch 1794 | loss: 0.0310702 | val_loss: 0.0311378 | Time: 2031.85 ms [2021-05-17 18:50:13 main:574] : INFO : Epoch 1795 | loss: 0.031072 | val_loss: 0.0311372 | Time: 2069.2 ms [2021-05-17 18:50:15 main:574] : INFO : Epoch 1796 | loss: 0.0310722 | val_loss: 0.0311371 | Time: 2042.96 ms [2021-05-17 18:50:17 main:574] : INFO : Epoch 1797 | loss: 0.0310706 | val_loss: 0.0311433 | Time: 2038.34 ms [2021-05-17 18:50:19 main:574] : INFO : Epoch 1798 | loss: 0.0310728 | val_loss: 0.0311362 | Time: 2037.68 ms [2021-05-17 18:50:21 main:574] : INFO : Epoch 1799 | loss: 0.0310831 | val_loss: 0.0311426 | Time: 2024.67 ms [2021-05-17 18:50:23 main:574] : INFO : Epoch 1800 | loss: 0.0310832 | val_loss: 0.0311367 | Time: 2030.04 ms [2021-05-17 18:50:25 main:574] : INFO : Epoch 1801 | loss: 0.0310776 | val_loss: 0.0311414 | Time: 2053.09 ms [2021-05-17 18:50:27 main:574] : INFO : Epoch 1802 | loss: 0.0310752 | val_loss: 0.0311408 | Time: 2028.14 ms [2021-05-17 18:50:29 main:574] : INFO : Epoch 1803 | loss: 0.0310721 | val_loss: 0.0311363 | Time: 2026.23 ms [2021-05-17 18:50:31 main:574] : INFO : Epoch 1804 | loss: 0.0310732 | val_loss: 0.0311432 | Time: 2016.17 ms [2021-05-17 18:50:34 main:574] : INFO : Epoch 1805 | loss: 0.0310725 | val_loss: 0.0311402 | Time: 2043.44 ms [2021-05-17 18:50:36 main:574] : INFO : Epoch 1806 | loss: 0.0310704 | val_loss: 0.0311351 | Time: 2034.03 ms [2021-05-17 18:50:38 main:574] : INFO : Epoch 1807 | loss: 0.0310734 | val_loss: 0.0311335 | Time: 2046.5 ms [2021-05-17 18:50:40 main:574] : INFO : Epoch 1808 | loss: 0.0310699 | val_loss: 0.0311416 | Time: 2021.51 ms [2021-05-17 18:50:42 main:574] : INFO : Epoch 1809 | loss: 0.031069 | val_loss: 0.0311328 | Time: 2037.74 ms [2021-05-17 18:50:44 main:574] : INFO : Epoch 1810 | loss: 0.0310739 | val_loss: 0.0311408 | Time: 2048.59 ms [2021-05-17 18:50:46 main:574] : INFO : Epoch 1811 | loss: 0.0310754 | val_loss: 0.0311355 | Time: 2029.37 ms [2021-05-17 18:50:49 main:574] : INFO : Epoch 1812 | loss: 0.0310708 | val_loss: 0.0311419 | Time: 2258.83 ms [2021-05-17 18:50:51 main:574] : INFO : Epoch 1813 | loss: 0.0310723 | val_loss: 0.0311426 | Time: 2098.12 ms [2021-05-17 18:50:53 main:574] : INFO : Epoch 1814 | loss: 0.0310718 | val_loss: 0.0311449 | Time: 2095.89 ms [2021-05-17 18:50:55 main:574] : INFO : Epoch 1815 | loss: 0.0310821 | val_loss: 0.0311385 | Time: 2067.71 ms [2021-05-17 18:50:57 main:574] : INFO : Epoch 1816 | loss: 0.0310839 | val_loss: 0.0311444 | Time: 2079.87 ms [2021-05-17 18:50:59 main:574] : INFO : Epoch 1817 | loss: 0.0310843 | val_loss: 0.0311347 | Time: 2084.05 ms [2021-05-17 18:51:02 main:574] : INFO : Epoch 1818 | loss: 0.0310912 | val_loss: 0.0311337 | Time: 2083.67 ms [2021-05-17 18:51:04 main:574] : INFO : Epoch 1819 | loss: 0.0311176 | val_loss: 0.0311328 | Time: 2107.77 ms [2021-05-17 18:51:06 main:574] : INFO : Epoch 1820 | loss: 0.0311124 | val_loss: 0.0311381 | Time: 2073.02 ms [2021-05-17 18:51:08 main:574] : INFO : Epoch 1821 | loss: 0.0311076 | val_loss: 0.0311359 | Time: 2111.38 ms [2021-05-17 18:51:10 main:574] : INFO : Epoch 1822 | loss: 0.031104 | val_loss: 0.0311317 | Time: 2066.89 ms [2021-05-17 18:51:12 main:574] : INFO : Epoch 1823 | loss: 0.0311042 | val_loss: 0.0311332 | Time: 2041.25 ms [2021-05-17 18:51:14 main:574] : INFO : Epoch 1824 | loss: 0.031106 | val_loss: 0.0311314 | Time: 2027.41 ms [2021-05-17 18:51:17 main:574] : INFO : Epoch 1825 | loss: 0.0311008 | val_loss: 0.0311337 | Time: 2037.05 ms [2021-05-17 18:51:19 main:574] : INFO : Epoch 1826 | loss: 0.0310962 | val_loss: 0.0311372 | Time: 2041.73 ms [2021-05-17 18:51:21 main:574] : INFO : Epoch 1827 | loss: 0.0310954 | val_loss: 0.0311342 | Time: 2035.04 ms [2021-05-17 18:51:23 main:574] : INFO : Epoch 1828 | loss: 0.0310975 | val_loss: 0.0311311 | Time: 2027.23 ms [2021-05-17 18:51:25 main:574] : INFO : Epoch 1829 | loss: 0.0311001 | val_loss: 0.0311336 | Time: 2015.22 ms [2021-05-17 18:51:27 main:574] : INFO : Epoch 1830 | loss: 0.0310952 | val_loss: 0.03113 | Time: 2038.13 ms [2021-05-17 18:51:29 main:574] : INFO : Epoch 1831 | loss: 0.0310937 | val_loss: 0.0311303 | Time: 2051.71 ms [2021-05-17 18:51:31 main:574] : INFO : Epoch 1832 | loss: 0.0310955 | val_loss: 0.0311357 | Time: 2037.79 ms [2021-05-17 18:51:33 main:574] : INFO : Epoch 1833 | loss: 0.0310987 | val_loss: 0.0311314 | Time: 2013.98 ms [2021-05-17 18:51:35 main:574] : INFO : Epoch 1834 | loss: 0.0310944 | val_loss: 0.0311301 | Time: 2029.62 ms [2021-05-17 18:51:38 main:574] : INFO : Epoch 1835 | loss: 0.0310951 | val_loss: 0.0311254 | Time: 2061.89 ms [2021-05-17 18:51:40 main:574] : INFO : Epoch 1836 | loss: 0.0310918 | val_loss: 0.0311295 | Time: 2044.42 ms [2021-05-17 18:51:42 main:574] : INFO : Epoch 1837 | loss: 0.0310918 | val_loss: 0.0311292 | Time: 2034.52 ms [2021-05-17 18:51:44 main:574] : INFO : Epoch 1838 | loss: 0.0310873 | val_loss: 0.031124 | Time: 2030.36 ms [2021-05-17 18:51:46 main:574] : INFO : Epoch 1839 | loss: 0.0310862 | val_loss: 0.0311289 | Time: 2021.96 ms [2021-05-17 18:51:48 main:574] : INFO : Epoch 1840 | loss: 0.0310865 | val_loss: 0.0311322 | Time: 2018.28 ms [2021-05-17 18:51:50 main:574] : INFO : Epoch 1841 | loss: 0.0310855 | val_loss: 0.0311325 | Time: 2016.73 ms [2021-05-17 18:51:52 main:574] : INFO : Epoch 1842 | loss: 0.0310833 | val_loss: 0.0311325 | Time: 2042.5 ms [2021-05-17 18:51:54 main:574] : INFO : Epoch 1843 | loss: 0.0311021 | val_loss: 0.0311334 | Time: 2012.31 ms [2021-05-17 18:51:57 main:574] : INFO : Epoch 1844 | loss: 0.0310999 | val_loss: 0.031134 | Time: 2030.3 ms [2021-05-17 18:51:59 main:574] : INFO : Epoch 1845 | loss: 0.0311216 | val_loss: 0.0311388 | Time: 2038.06 ms [2021-05-17 18:52:01 main:574] : INFO : Epoch 1846 | loss: 0.0311107 | val_loss: 0.0311341 | Time: 2095.98 ms [2021-05-17 18:52:03 main:574] : INFO : Epoch 1847 | loss: 0.0311097 | val_loss: 0.0311357 | Time: 2022.07 ms [2021-05-17 18:52:05 main:574] : INFO : Epoch 1848 | loss: 0.0311028 | val_loss: 0.0311295 | Time: 1995.47 ms [2021-05-17 18:52:07 main:574] : INFO : Epoch 1849 | loss: 0.031097 | val_loss: 0.0311291 | Time: 2002.7 ms [2021-05-17 18:52:09 main:574] : INFO : Epoch 1850 | loss: 0.031099 | val_loss: 0.0311354 | Time: 2008.55 ms [2021-05-17 18:52:11 main:574] : INFO : Epoch 1851 | loss: 0.0311019 | val_loss: 0.0311344 | Time: 2016.84 ms [2021-05-17 18:52:13 main:574] : INFO : Epoch 1852 | loss: 0.0311002 | val_loss: 0.0311318 | Time: 1998.73 ms [2021-05-17 18:52:15 main:574] : INFO : Epoch 1853 | loss: 0.0310941 | val_loss: 0.0311258 | Time: 2001.84 ms [2021-05-17 18:52:17 main:574] : INFO : Epoch 1854 | loss: 0.0310937 | val_loss: 0.0311349 | Time: 2024 ms [2021-05-17 18:52:20 main:574] : INFO : Epoch 1855 | loss: 0.0310945 | val_loss: 0.0311262 | Time: 2014.11 ms [2021-05-17 18:52:22 main:574] : INFO : Epoch 1856 | loss: 0.0310932 | val_loss: 0.0311333 | Time: 2007.93 ms [2021-05-17 18:52:24 main:574] : INFO : Epoch 1857 | loss: 0.0310916 | val_loss: 0.0311333 | Time: 2025.99 ms [2021-05-17 18:52:26 main:574] : INFO : Epoch 1858 | loss: 0.0310899 | val_loss: 0.0311301 | Time: 2030.09 ms [2021-05-17 18:52:28 main:574] : INFO : Epoch 1859 | loss: 0.0310881 | val_loss: 0.0311335 | Time: 2007.87 ms [2021-05-17 18:52:30 main:574] : INFO : Epoch 1860 | loss: 0.0310848 | val_loss: 0.031141 | Time: 2030.12 ms [2021-05-17 18:52:32 main:574] : INFO : Epoch 1861 | loss: 0.0310851 | val_loss: 0.0311414 | Time: 2053.17 ms [2021-05-17 18:52:34 main:574] : INFO : Epoch 1862 | loss: 0.0310848 | val_loss: 0.0311314 | Time: 2016.82 ms [2021-05-17 18:52:36 main:574] : INFO : Epoch 1863 | loss: 0.0310837 | val_loss: 0.0311365 | Time: 2019.55 ms [2021-05-17 18:52:38 main:574] : INFO : Epoch 1864 | loss: 0.0310827 | val_loss: 0.0311392 | Time: 2039.02 ms [2021-05-17 18:52:41 main:574] : INFO : Epoch 1865 | loss: 0.0310822 | val_loss: 0.0311386 | Time: 2022 ms [2021-05-17 18:52:43 main:574] : INFO : Epoch 1866 | loss: 0.0310812 | val_loss: 0.0311383 | Time: 2031.45 ms [2021-05-17 18:52:45 main:574] : INFO : Epoch 1867 | loss: 0.0310795 | val_loss: 0.0311358 | Time: 2022.84 ms [2021-05-17 18:52:47 main:574] : INFO : Epoch 1868 | loss: 0.0310796 | val_loss: 0.0311361 | Time: 2021.89 ms [2021-05-17 18:52:49 main:574] : INFO : Epoch 1869 | loss: 0.031079 | val_loss: 0.0311411 | Time: 2042.13 ms [2021-05-17 18:52:51 main:574] : INFO : Epoch 1870 | loss: 0.0310788 | val_loss: 0.0311355 | Time: 2019.15 ms [2021-05-17 18:52:53 main:574] : INFO : Epoch 1871 | loss: 0.0310779 | val_loss: 0.0311394 | Time: 2021.68 ms [2021-05-17 18:52:55 main:574] : INFO : Epoch 1872 | loss: 0.0310785 | val_loss: 0.0311335 | Time: 1999.71 ms [2021-05-17 18:52:57 main:574] : INFO : Epoch 1873 | loss: 0.0310792 | val_loss: 0.0311301 | Time: 2010.6 ms [2021-05-17 18:52:59 main:574] : INFO : Epoch 1874 | loss: 0.031084 | val_loss: 0.0311304 | Time: 2019.15 ms [2021-05-17 18:53:02 main:574] : INFO : Epoch 1875 | loss: 0.0310811 | val_loss: 0.0311321 | Time: 2058.05 ms [2021-05-17 18:53:04 main:574] : INFO : Epoch 1876 | loss: 0.0310776 | val_loss: 0.0311372 | Time: 2007.39 ms [2021-05-17 18:53:06 main:574] : INFO : Epoch 1877 | loss: 0.0310809 | val_loss: 0.0311366 | Time: 2042.39 ms [2021-05-17 18:53:08 main:574] : INFO : Epoch 1878 | loss: 0.0310821 | val_loss: 0.0311348 | Time: 2028.88 ms [2021-05-17 18:53:10 main:574] : INFO : Epoch 1879 | loss: 0.0310808 | val_loss: 0.0311389 | Time: 2001.04 ms [2021-05-17 18:53:12 main:574] : INFO : Epoch 1880 | loss: 0.0310973 | val_loss: 0.0311302 | Time: 2001.6 ms [2021-05-17 18:53:14 main:574] : INFO : Epoch 1881 | loss: 0.0311037 | val_loss: 0.0311416 | Time: 2016.15 ms [2021-05-17 18:53:16 main:574] : INFO : Epoch 1882 | loss: 0.0310985 | val_loss: 0.0311378 | Time: 1987.35 ms [2021-05-17 18:53:18 main:574] : INFO : Epoch 1883 | loss: 0.0310972 | val_loss: 0.0311294 | Time: 2006.96 ms [2021-05-17 18:53:20 main:574] : INFO : Epoch 1884 | loss: 0.0310901 | val_loss: 0.0311297 | Time: 2006.17 ms [2021-05-17 18:53:22 main:574] : INFO : Epoch 1885 | loss: 0.0310864 | val_loss: 0.0311355 | Time: 2004.18 ms [2021-05-17 18:53:24 main:574] : INFO : Epoch 1886 | loss: 0.0310846 | val_loss: 0.0311383 | Time: 1986.79 ms [2021-05-17 18:53:26 main:574] : INFO : Epoch 1887 | loss: 0.0310898 | val_loss: 0.0311315 | Time: 1996.81 ms [2021-05-17 18:53:29 main:574] : INFO : Epoch 1888 | loss: 0.0310886 | val_loss: 0.0311275 | Time: 2024.19 ms [2021-05-17 18:53:31 main:574] : INFO : Epoch 1889 | loss: 0.0310871 | val_loss: 0.0311341 | Time: 2015.66 ms [2021-05-17 18:53:33 main:574] : INFO : Epoch 1890 | loss: 0.0310844 | val_loss: 0.0311375 | Time: 2022.7 ms [2021-05-17 18:53:35 main:574] : INFO : Epoch 1891 | loss: 0.031087 | val_loss: 0.0311353 | Time: 1992.46 ms [2021-05-17 18:53:37 main:574] : INFO : Epoch 1892 | loss: 0.0310824 | val_loss: 0.0311382 | Time: 2001.32 ms [2021-05-17 18:53:39 main:574] : INFO : Epoch 1893 | loss: 0.0310833 | val_loss: 0.0311334 | Time: 2013 ms [2021-05-17 18:53:41 main:574] : INFO : Epoch 1894 | loss: 0.0310855 | val_loss: 0.0311401 | Time: 2015.49 ms [2021-05-17 18:53:43 main:574] : INFO : Epoch 1895 | loss: 0.031082 | val_loss: 0.0311381 | Time: 2026.81 ms [2021-05-17 18:53:45 main:574] : INFO : Epoch 1896 | loss: 0.0310799 | val_loss: 0.0311283 | Time: 2024.95 ms [2021-05-17 18:53:47 main:574] : INFO : Epoch 1897 | loss: 0.0310834 | val_loss: 0.031135 | Time: 2004.1 ms [2021-05-17 18:53:49 main:574] : INFO : Epoch 1898 | loss: 0.0310875 | val_loss: 0.0311435 | Time: 2014.8 ms [2021-05-17 18:53:52 main:574] : INFO : Epoch 1899 | loss: 0.0310987 | val_loss: 0.0311433 | Time: 2028.64 ms [2021-05-17 18:53:54 main:574] : INFO : Epoch 1900 | loss: 0.0310942 | val_loss: 0.0311342 | Time: 2006.26 ms [2021-05-17 18:53:56 main:574] : INFO : Epoch 1901 | loss: 0.0310917 | val_loss: 0.0311392 | Time: 2005.22 ms [2021-05-17 18:53:58 main:574] : INFO : Epoch 1902 | loss: 0.0310902 | val_loss: 0.0311298 | Time: 2024.59 ms [2021-05-17 18:54:00 main:574] : INFO : Epoch 1903 | loss: 0.031088 | val_loss: 0.0311384 | Time: 1987.4 ms [2021-05-17 18:54:02 main:574] : INFO : Epoch 1904 | loss: 0.0310859 | val_loss: 0.0311361 | Time: 2003.35 ms [2021-05-17 18:54:04 main:574] : INFO : Epoch 1905 | loss: 0.0310971 | val_loss: 0.0311382 | Time: 2034.24 ms [2021-05-17 18:54:06 main:574] : INFO : Epoch 1906 | loss: 0.0311082 | val_loss: 0.0311422 | Time: 2004.31 ms [2021-05-17 18:54:08 main:574] : INFO : Epoch 1907 | loss: 0.0311011 | val_loss: 0.0311376 | Time: 2035.9 ms [2021-05-17 18:54:10 main:574] : INFO : Epoch 1908 | loss: 0.0310955 | val_loss: 0.0311367 | Time: 1988.57 ms [2021-05-17 18:54:12 main:574] : INFO : Epoch 1909 | loss: 0.0310939 | val_loss: 0.0311329 | Time: 2017.35 ms [2021-05-17 18:54:14 main:574] : INFO : Epoch 1910 | loss: 0.0310914 | val_loss: 0.0311285 | Time: 2002.07 ms [2021-05-17 18:54:17 main:574] : INFO : Epoch 1911 | loss: 0.03109 | val_loss: 0.0311416 | Time: 1992.76 ms [2021-05-17 18:54:19 main:574] : INFO : Epoch 1912 | loss: 0.0310925 | val_loss: 0.0311309 | Time: 2010.08 ms [2021-05-17 18:54:21 main:574] : INFO : Epoch 1913 | loss: 0.0310901 | val_loss: 0.0311333 | Time: 2004.15 ms [2021-05-17 18:54:23 main:574] : INFO : Epoch 1914 | loss: 0.0310861 | val_loss: 0.0311295 | Time: 2073.62 ms [2021-05-17 18:54:25 main:574] : INFO : Epoch 1915 | loss: 0.0310831 | val_loss: 0.0311277 | Time: 2004.84 ms [2021-05-17 18:54:27 main:574] : INFO : Epoch 1916 | loss: 0.0310824 | val_loss: 0.0311275 | Time: 1997.9 ms [2021-05-17 18:54:29 main:574] : INFO : Epoch 1917 | loss: 0.0310825 | val_loss: 0.0311332 | Time: 2027.69 ms [2021-05-17 18:54:31 main:574] : INFO : Epoch 1918 | loss: 0.0310838 | val_loss: 0.0311307 | Time: 2011.57 ms [2021-05-17 18:54:33 main:574] : INFO : Epoch 1919 | loss: 0.031085 | val_loss: 0.0311316 | Time: 1997.37 ms [2021-05-17 18:54:35 main:574] : INFO : Epoch 1920 | loss: 0.0310812 | val_loss: 0.0311326 | Time: 2006.37 ms [2021-05-17 18:54:37 main:574] : INFO : Epoch 1921 | loss: 0.0310812 | val_loss: 0.0311395 | Time: 2005.48 ms [2021-05-17 18:54:39 main:574] : INFO : Epoch 1922 | loss: 0.0310803 | val_loss: 0.0311419 | Time: 2002.98 ms [2021-05-17 18:54:42 main:574] : INFO : Epoch 1923 | loss: 0.0310792 | val_loss: 0.0311363 | Time: 1991.8 ms [2021-05-17 18:54:44 main:574] : INFO : Epoch 1924 | loss: 0.0310775 | val_loss: 0.0311351 | Time: 2002.88 ms [2021-05-17 18:54:46 main:574] : INFO : Epoch 1925 | loss: 0.0310772 | val_loss: 0.0311369 | Time: 2006.1 ms [2021-05-17 18:54:48 main:574] : INFO : Epoch 1926 | loss: 0.0310783 | val_loss: 0.0311305 | Time: 1991 ms [2021-05-17 18:54:50 main:574] : INFO : Epoch 1927 | loss: 0.0310779 | val_loss: 0.0311324 | Time: 1986.64 ms [2021-05-17 18:54:52 main:574] : INFO : Epoch 1928 | loss: 0.0310749 | val_loss: 0.0311377 | Time: 1996.12 ms [2021-05-17 18:54:54 main:574] : INFO : Epoch 1929 | loss: 0.0310733 | val_loss: 0.0311302 | Time: 2016.17 ms [2021-05-17 18:54:56 main:574] : INFO : Epoch 1930 | loss: 0.0310744 | val_loss: 0.0311274 | Time: 2028.2 ms [2021-05-17 18:54:58 main:574] : INFO : Epoch 1931 | loss: 0.0310806 | val_loss: 0.0311283 | Time: 2017.39 ms [2021-05-17 18:55:00 main:574] : INFO : Epoch 1932 | loss: 0.0310787 | val_loss: 0.0311299 | Time: 1993.05 ms [2021-05-17 18:55:02 main:574] : INFO : Epoch 1933 | loss: 0.0310775 | val_loss: 0.0311318 | Time: 1999.44 ms [2021-05-17 18:55:04 main:574] : INFO : Epoch 1934 | loss: 0.0310747 | val_loss: 0.0311298 | Time: 1998.86 ms [2021-05-17 18:55:06 main:574] : INFO : Epoch 1935 | loss: 0.0310736 | val_loss: 0.031128 | Time: 2001.16 ms [2021-05-17 18:55:09 main:574] : INFO : Epoch 1936 | loss: 0.031073 | val_loss: 0.0311266 | Time: 2008.58 ms [2021-05-17 18:55:11 main:574] : INFO : Epoch 1937 | loss: 0.0310791 | val_loss: 0.0311389 | Time: 1994.72 ms [2021-05-17 18:55:13 main:574] : INFO : Epoch 1938 | loss: 0.0310899 | val_loss: 0.0311326 | Time: 2002.48 ms [2021-05-17 18:55:15 main:574] : INFO : Epoch 1939 | loss: 0.0310871 | val_loss: 0.0311461 | Time: 2013.98 ms [2021-05-17 18:55:17 main:574] : INFO : Epoch 1940 | loss: 0.0311149 | val_loss: 0.0311402 | Time: 2006.53 ms [2021-05-17 18:55:19 main:574] : INFO : Epoch 1941 | loss: 0.0311095 | val_loss: 0.031136 | Time: 2020.31 ms [2021-05-17 18:55:21 main:574] : INFO : Epoch 1942 | loss: 0.0311056 | val_loss: 0.031132 | Time: 1992.9 ms [2021-05-17 18:55:23 main:574] : INFO : Epoch 1943 | loss: 0.0310991 | val_loss: 0.0311299 | Time: 1982.39 ms [2021-05-17 18:55:25 main:574] : INFO : Epoch 1944 | loss: 0.0310926 | val_loss: 0.031125 | Time: 2009.67 ms [2021-05-17 18:55:27 main:574] : INFO : Epoch 1945 | loss: 0.0310875 | val_loss: 0.0311285 | Time: 2024.33 ms [2021-05-17 18:55:29 main:574] : INFO : Epoch 1946 | loss: 0.0310849 | val_loss: 0.0311258 | Time: 2016.94 ms [2021-05-17 18:55:31 main:574] : INFO : Epoch 1947 | loss: 0.0310825 | val_loss: 0.031128 | Time: 1987.72 ms [2021-05-17 18:55:33 main:574] : INFO : Epoch 1948 | loss: 0.0310794 | val_loss: 0.031125 | Time: 2006.66 ms [2021-05-17 18:55:36 main:574] : INFO : Epoch 1949 | loss: 0.0310778 | val_loss: 0.0311357 | Time: 2007.24 ms [2021-05-17 18:55:38 main:574] : INFO : Epoch 1950 | loss: 0.0310775 | val_loss: 0.0311261 | Time: 2007.23 ms [2021-05-17 18:55:40 main:574] : INFO : Epoch 1951 | loss: 0.0310773 | val_loss: 0.0311316 | Time: 2019.05 ms [2021-05-17 18:55:42 main:574] : INFO : Epoch 1952 | loss: 0.0310751 | val_loss: 0.031132 | Time: 2013.75 ms [2021-05-17 18:55:44 main:574] : INFO : Epoch 1953 | loss: 0.0310757 | val_loss: 0.0311315 | Time: 2009.39 ms [2021-05-17 18:55:46 main:574] : INFO : Epoch 1954 | loss: 0.0310738 | val_loss: 0.0311318 | Time: 1997.96 ms [2021-05-17 18:55:48 main:574] : INFO : Epoch 1955 | loss: 0.0310755 | val_loss: 0.0311336 | Time: 1988.74 ms [2021-05-17 18:55:50 main:574] : INFO : Epoch 1956 | loss: 0.0310759 | val_loss: 0.031132 | Time: 1985.81 ms [2021-05-17 18:55:52 main:574] : INFO : Epoch 1957 | loss: 0.0310775 | val_loss: 0.0311345 | Time: 2003.98 ms [2021-05-17 18:55:54 main:574] : INFO : Epoch 1958 | loss: 0.0310786 | val_loss: 0.031127 | Time: 2011.55 ms [2021-05-17 18:55:56 main:574] : INFO : Epoch 1959 | loss: 0.031075 | val_loss: 0.0311288 | Time: 2012.48 ms [2021-05-17 18:55:58 main:574] : INFO : Epoch 1960 | loss: 0.0310768 | val_loss: 0.0311319 | Time: 1988.55 ms [2021-05-17 18:56:00 main:574] : INFO : Epoch 1961 | loss: 0.031075 | val_loss: 0.0311361 | Time: 2000.22 ms [2021-05-17 18:56:02 main:574] : INFO : Epoch 1962 | loss: 0.0310752 | val_loss: 0.0311347 | Time: 2005.16 ms [2021-05-17 18:56:05 main:574] : INFO : Epoch 1963 | loss: 0.0310729 | val_loss: 0.0311306 | Time: 1994.03 ms [2021-05-17 18:56:07 main:574] : INFO : Epoch 1964 | loss: 0.0310733 | val_loss: 0.0311354 | Time: 1998.86 ms [2021-05-17 18:56:09 main:574] : INFO : Epoch 1965 | loss: 0.0310702 | val_loss: 0.0311318 | Time: 2011.19 ms [2021-05-17 18:56:11 main:574] : INFO : Epoch 1966 | loss: 0.0310696 | val_loss: 0.0311306 | Time: 2021.16 ms [2021-05-17 18:56:13 main:574] : INFO : Epoch 1967 | loss: 0.0310675 | val_loss: 0.0311299 | Time: 2017.81 ms [2021-05-17 18:56:15 main:574] : INFO : Epoch 1968 | loss: 0.0310682 | val_loss: 0.0311313 | Time: 2005.5 ms [2021-05-17 18:56:17 main:574] : INFO : Epoch 1969 | loss: 0.031067 | val_loss: 0.0311328 | Time: 2021.27 ms [2021-05-17 18:56:19 main:574] : INFO : Epoch 1970 | loss: 0.0310648 | val_loss: 0.0311317 | Time: 1998.02 ms [2021-05-17 18:56:21 main:574] : INFO : Epoch 1971 | loss: 0.0310666 | val_loss: 0.0311343 | Time: 2016.1 ms [2021-05-17 18:56:23 main:574] : INFO : Epoch 1972 | loss: 0.0310828 | val_loss: 0.0311451 | Time: 1996.31 ms [2021-05-17 18:56:25 main:574] : INFO : Epoch 1973 | loss: 0.0311022 | val_loss: 0.0311358 | Time: 1985.54 ms [2021-05-17 18:56:27 main:574] : INFO : Epoch 1974 | loss: 0.0310969 | val_loss: 0.0311375 | Time: 2006.73 ms [2021-05-17 18:56:29 main:574] : INFO : Epoch 1975 | loss: 0.0310896 | val_loss: 0.0311376 | Time: 2025.55 ms [2021-05-17 18:56:31 main:574] : INFO : Epoch 1976 | loss: 0.0310845 | val_loss: 0.0311329 | Time: 1998.93 ms [2021-05-17 18:56:34 main:574] : INFO : Epoch 1977 | loss: 0.0310821 | val_loss: 0.0311364 | Time: 2042.37 ms [2021-05-17 18:56:36 main:574] : INFO : Epoch 1978 | loss: 0.0310815 | val_loss: 0.031132 | Time: 2005.02 ms [2021-05-17 18:56:38 main:574] : INFO : Epoch 1979 | loss: 0.0310776 | val_loss: 0.0311261 | Time: 1991.69 ms [2021-05-17 18:56:40 main:574] : INFO : Epoch 1980 | loss: 0.0310776 | val_loss: 0.0311366 | Time: 2026.81 ms [2021-05-17 18:56:42 main:574] : INFO : Epoch 1981 | loss: 0.0310752 | val_loss: 0.031132 | Time: 2011.21 ms [2021-05-17 18:56:44 main:574] : INFO : Epoch 1982 | loss: 0.0310738 | val_loss: 0.0311313 | Time: 1994.14 ms [2021-05-17 18:56:46 main:574] : INFO : Epoch 1983 | loss: 0.0310724 | val_loss: 0.031136 | Time: 2005.22 ms [2021-05-17 18:56:48 main:574] : INFO : Epoch 1984 | loss: 0.0310734 | val_loss: 0.0311327 | Time: 2007.76 ms [2021-05-17 18:56:50 main:574] : INFO : Epoch 1985 | loss: 0.0310709 | val_loss: 0.0311385 | Time: 2000.07 ms [2021-05-17 18:56:52 main:574] : INFO : Epoch 1986 | loss: 0.0310723 | val_loss: 0.0311317 | Time: 1995.22 ms [2021-05-17 18:56:54 main:574] : INFO : Epoch 1987 | loss: 0.0310805 | val_loss: 0.0311486 | Time: 1999.05 ms [2021-05-17 18:56:56 main:574] : INFO : Epoch 1988 | loss: 0.0311321 | val_loss: 0.031143 | Time: 1997.1 ms [2021-05-17 18:56:59 main:574] : INFO : Epoch 1989 | loss: 0.0311312 | val_loss: 0.0311458 | Time: 2006.5 ms [2021-05-17 18:57:01 main:574] : INFO : Epoch 1990 | loss: 0.0311356 | val_loss: 0.0311591 | Time: 2002.12 ms [2021-05-17 18:57:03 main:574] : INFO : Epoch 1991 | loss: 0.0311298 | val_loss: 0.0311398 | Time: 1985.51 ms [2021-05-17 18:57:05 main:574] : INFO : Epoch 1992 | loss: 0.0311209 | val_loss: 0.031139 | Time: 2009.99 ms [2021-05-17 18:57:07 main:574] : INFO : Epoch 1993 | loss: 0.0311196 | val_loss: 0.0311362 | Time: 2006.43 ms [2021-05-17 18:57:09 main:574] : INFO : Epoch 1994 | loss: 0.0311187 | val_loss: 0.031137 | Time: 2019.92 ms [2021-05-17 18:57:11 main:574] : INFO : Epoch 1995 | loss: 0.0311162 | val_loss: 0.0311352 | Time: 1995.98 ms [2021-05-17 18:57:13 main:574] : INFO : Epoch 1996 | loss: 0.0311148 | val_loss: 0.0311368 | Time: 1991.74 ms [2021-05-17 18:57:15 main:574] : INFO : Epoch 1997 | loss: 0.0311121 | val_loss: 0.0311348 | Time: 2024.45 ms [2021-05-17 18:57:17 main:574] : INFO : Epoch 1998 | loss: 0.0311118 | val_loss: 0.0311357 | Time: 2007.51 ms [2021-05-17 18:57:19 main:574] : INFO : Epoch 1999 | loss: 0.0311108 | val_loss: 0.0311409 | Time: 2014.7 ms [2021-05-17 18:57:21 main:574] : INFO : Epoch 2000 | loss: 0.0311112 | val_loss: 0.0311373 | Time: 1993.44 ms [2021-05-17 18:57:24 main:574] : INFO : Epoch 2001 | loss: 0.0311106 | val_loss: 0.0311375 | Time: 1996.42 ms [2021-05-17 18:57:26 main:574] : INFO : Epoch 2002 | loss: 0.03111 | val_loss: 0.031135 | Time: 2013.55 ms [2021-05-17 18:57:28 main:574] : INFO : Epoch 2003 | loss: 0.0311089 | val_loss: 0.0311372 | Time: 2020.91 ms [2021-05-17 18:57:30 main:574] : INFO : Epoch 2004 | loss: 0.031108 | val_loss: 0.0311382 | Time: 1998.99 ms [2021-05-17 18:57:32 main:574] : INFO : Epoch 2005 | loss: 0.0311061 | val_loss: 0.0311378 | Time: 2029.18 ms [2021-05-17 18:57:34 main:574] : INFO : Epoch 2006 | loss: 0.0311058 | val_loss: 0.0311347 | Time: 2002.38 ms [2021-05-17 18:57:36 main:574] : INFO : Epoch 2007 | loss: 0.0311052 | val_loss: 0.0311355 | Time: 2005.58 ms [2021-05-17 18:57:38 main:574] : INFO : Epoch 2008 | loss: 0.0311046 | val_loss: 0.0311393 | Time: 2018.64 ms [2021-05-17 18:57:40 main:574] : INFO : Epoch 2009 | loss: 0.0311023 | val_loss: 0.0311343 | Time: 2005.55 ms [2021-05-17 18:57:42 main:574] : INFO : Epoch 2010 | loss: 0.0311016 | val_loss: 0.0311382 | Time: 1982.01 ms [2021-05-17 18:57:44 main:574] : INFO : Epoch 2011 | loss: 0.0311009 | val_loss: 0.0311353 | Time: 2015.29 ms [2021-05-17 18:57:46 main:574] : INFO : Epoch 2012 | loss: 0.0311004 | val_loss: 0.0311388 | Time: 2003.75 ms [2021-05-17 18:57:49 main:574] : INFO : Epoch 2013 | loss: 0.0311015 | val_loss: 0.0311412 | Time: 2018.4 ms [2021-05-17 18:57:51 main:574] : INFO : Epoch 2014 | loss: 0.0310991 | val_loss: 0.0311378 | Time: 2003.64 ms [2021-05-17 18:57:53 main:574] : INFO : Epoch 2015 | loss: 0.0310998 | val_loss: 0.0311376 | Time: 2001.17 ms [2021-05-17 18:57:55 main:574] : INFO : Epoch 2016 | loss: 0.0310985 | val_loss: 0.0311345 | Time: 2002.69 ms [2021-05-17 18:57:57 main:574] : INFO : Epoch 2017 | loss: 0.0310976 | val_loss: 0.0311402 | Time: 1997.03 ms [2021-05-17 18:57:59 main:574] : INFO : Epoch 2018 | loss: 0.0310978 | val_loss: 0.0311362 | Time: 2005.28 ms [2021-05-17 18:58:01 main:574] : INFO : Epoch 2019 | loss: 0.0310964 | val_loss: 0.0311336 | Time: 2006.31 ms [2021-05-17 18:58:03 main:574] : INFO : Epoch 2020 | loss: 0.0310936 | val_loss: 0.0311306 | Time: 2006.86 ms [2021-05-17 18:58:05 main:574] : INFO : Epoch 2021 | loss: 0.0310946 | val_loss: 0.0311389 | Time: 2014.21 ms [2021-05-17 18:58:07 main:574] : INFO : Epoch 2022 | loss: 0.0310936 | val_loss: 0.031132 | Time: 1995.96 ms [2021-05-17 18:58:09 main:574] : INFO : Epoch 2023 | loss: 0.0310917 | val_loss: 0.0311386 | Time: 2007.52 ms [2021-05-17 18:58:11 main:574] : INFO : Epoch 2024 | loss: 0.0310923 | val_loss: 0.0311313 | Time: 1997.57 ms [2021-05-17 18:58:13 main:574] : INFO : Epoch 2025 | loss: 0.0310906 | val_loss: 0.0311363 | Time: 2010.36 ms [2021-05-17 18:58:15 main:574] : INFO : Epoch 2026 | loss: 0.0310907 | val_loss: 0.0311343 | Time: 2003.04 ms [2021-05-17 18:58:18 main:574] : INFO : Epoch 2027 | loss: 0.0310939 | val_loss: 0.0311399 | Time: 1992.22 ms [2021-05-17 18:58:20 main:574] : INFO : Epoch 2028 | loss: 0.0311084 | val_loss: 0.0311347 | Time: 1992.61 ms [2021-05-17 18:58:22 main:574] : INFO : Epoch 2029 | loss: 0.0311063 | val_loss: 0.0311354 | Time: 2019.81 ms [2021-05-17 18:58:24 main:574] : INFO : Epoch 2030 | loss: 0.0311036 | val_loss: 0.0311415 | Time: 2001.55 ms [2021-05-17 18:58:26 main:574] : INFO : Epoch 2031 | loss: 0.0311043 | val_loss: 0.0311417 | Time: 2018.78 ms [2021-05-17 18:58:28 main:574] : INFO : Epoch 2032 | loss: 0.0311146 | val_loss: 0.0311392 | Time: 2078.9 ms [2021-05-17 18:58:30 main:574] : INFO : Epoch 2033 | loss: 0.0311023 | val_loss: 0.0311335 | Time: 2011.32 ms [2021-05-17 18:58:32 main:574] : INFO : Epoch 2034 | loss: 0.0310959 | val_loss: 0.031128 | Time: 2006.46 ms [2021-05-17 18:58:34 main:574] : INFO : Epoch 2035 | loss: 0.0310932 | val_loss: 0.0311317 | Time: 1999.56 ms [2021-05-17 18:58:36 main:574] : INFO : Epoch 2036 | loss: 0.0310941 | val_loss: 0.0311382 | Time: 1993.48 ms [2021-05-17 18:58:38 main:574] : INFO : Epoch 2037 | loss: 0.0310952 | val_loss: 0.031131 | Time: 1998.95 ms [2021-05-17 18:58:40 main:574] : INFO : Epoch 2038 | loss: 0.0310915 | val_loss: 0.0311296 | Time: 2008.55 ms [2021-05-17 18:58:43 main:574] : INFO : Epoch 2039 | loss: 0.0310902 | val_loss: 0.0311257 | Time: 2011.43 ms [2021-05-17 18:58:45 main:574] : INFO : Epoch 2040 | loss: 0.0310895 | val_loss: 0.0311277 | Time: 2006.24 ms [2021-05-17 18:58:47 main:574] : INFO : Epoch 2041 | loss: 0.0310875 | val_loss: 0.0311322 | Time: 2002.7 ms [2021-05-17 18:58:49 main:574] : INFO : Epoch 2042 | loss: 0.0310879 | val_loss: 0.0311285 | Time: 2025.77 ms [2021-05-17 18:58:51 main:574] : INFO : Epoch 2043 | loss: 0.0310882 | val_loss: 0.0311341 | Time: 2005.67 ms [2021-05-17 18:58:53 main:574] : INFO : Epoch 2044 | loss: 0.0310868 | val_loss: 0.0311309 | Time: 2020.21 ms [2021-05-17 18:58:55 main:574] : INFO : Epoch 2045 | loss: 0.0310877 | val_loss: 0.0311312 | Time: 1997.89 ms [2021-05-17 18:58:57 main:574] : INFO : Epoch 2046 | loss: 0.0310907 | val_loss: 0.0311331 | Time: 1990.48 ms [2021-05-17 18:58:59 main:574] : INFO : Epoch 2047 | loss: 0.0310959 | val_loss: 0.0311305 | Time: 2011.81 ms [2021-05-17 18:59:01 main:574] : INFO : Epoch 2048 | loss: 0.0310903 | val_loss: 0.0311261 | Time: 2013.37 ms [2021-05-17 18:59:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311261 [2021-05-17 18:59:01 main:603] : INFO : Saving end state to config to file [2021-05-17 18:59:02 main:608] : INFO : Success, exiting.. 18:59:02 (8124): 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)