Task 14618897
| Name | ParityModified-1647047490-25681-3-0_0 |
| Workunit | 11638905 |
| Created | 12 Apr 2022, 21:40:19 UTC |
| Sent | 12 Apr 2022, 21:40:38 UTC |
| Report deadline | 20 Apr 2022, 21:40:38 UTC |
| Received | 13 Apr 2022, 17:06:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 3 sec |
| CPU time | 1 hours 8 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :49:46 main:581] : INFO : Epoch 1538 | loss: 0.0311085 | val_loss: 0.031129 | Time: 2015.07 ms [2022-04-13 10:49:48 main:581] : INFO : Epoch 1539 | loss: 0.031106 | val_loss: 0.0311296 | Time: 2045.19 ms [2022-04-13 10:49:50 main:581] : INFO : Epoch 1540 | loss: 0.0311039 | val_loss: 0.0311313 | Time: 2023.87 ms [2022-04-13 10:49:52 main:581] : INFO : Epoch 1541 | loss: 0.0311018 | val_loss: 0.0311275 | Time: 1975.34 ms [2022-04-13 10:49:54 main:581] : INFO : Epoch 1542 | loss: 0.0311015 | val_loss: 0.0311251 | Time: 1972.94 ms [2022-04-13 10:49:56 main:581] : INFO : Epoch 1543 | loss: 0.0310979 | val_loss: 0.0311226 | Time: 2024.2 ms [2022-04-13 10:49:58 main:581] : INFO : Epoch 1544 | loss: 0.0310963 | val_loss: 0.0311235 | Time: 1971.73 ms [2022-04-13 10:50:00 main:581] : INFO : Epoch 1545 | loss: 0.0310965 | val_loss: 0.0311199 | Time: 2031.43 ms [2022-04-13 10:50:02 main:581] : INFO : Epoch 1546 | loss: 0.0310935 | val_loss: 0.0311277 | Time: 2057.13 ms [2022-04-13 10:50:04 main:581] : INFO : Epoch 1547 | loss: 0.0310944 | val_loss: 0.0311207 | Time: 1997.71 ms [2022-04-13 10:50:06 main:581] : INFO : Epoch 1548 | loss: 0.031093 | val_loss: 0.0311209 | Time: 1993.55 ms [2022-04-13 10:50:08 main:581] : INFO : Epoch 1549 | loss: 0.0310947 | val_loss: 0.0311204 | Time: 2009 ms [2022-04-13 10:50:10 main:581] : INFO : Epoch 1550 | loss: 0.0310922 | val_loss: 0.0311205 | Time: 2003.94 ms [2022-04-13 10:50:12 main:581] : INFO : Epoch 1551 | loss: 0.0310921 | val_loss: 0.0311198 | Time: 2049.88 ms [2022-04-13 10:50:14 main:581] : INFO : Epoch 1552 | loss: 0.0310928 | val_loss: 0.0311223 | Time: 2024.87 ms [2022-04-13 10:50:16 main:581] : INFO : Epoch 1553 | loss: 0.0310926 | val_loss: 0.03112 | Time: 2040.52 ms [2022-04-13 10:50:18 main:581] : INFO : Epoch 1554 | loss: 0.0310942 | val_loss: 0.0311238 | Time: 1932.34 ms [2022-04-13 10:50:20 main:581] : INFO : Epoch 1555 | loss: 0.0310931 | val_loss: 0.0311262 | Time: 1977.84 ms [2022-04-13 10:50:22 main:581] : INFO : Epoch 1556 | loss: 0.0310921 | val_loss: 0.0311244 | Time: 2033.23 ms [2022-04-13 10:50:24 main:581] : INFO : Epoch 1557 | loss: 0.0310895 | val_loss: 0.0311239 | Time: 2012.73 ms [2022-04-13 10:50:26 main:581] : INFO : Epoch 1558 | loss: 0.0310896 | val_loss: 0.0311284 | Time: 2011.21 ms [2022-04-13 10:50:28 main:581] : INFO : Epoch 1559 | loss: 0.0310881 | val_loss: 0.0311338 | Time: 1978.88 ms [2022-04-13 10:50:30 main:581] : INFO : Epoch 1560 | loss: 0.0310886 | val_loss: 0.031129 | Time: 2027.46 ms [2022-04-13 10:50:32 main:581] : INFO : Epoch 1561 | loss: 0.0310857 | val_loss: 0.0311258 | Time: 2027.37 ms [2022-04-13 10:50:34 main:581] : INFO : Epoch 1562 | loss: 0.0310863 | val_loss: 0.0311275 | Time: 2027.57 ms [2022-04-13 10:50:36 main:581] : INFO : Epoch 1563 | loss: 0.0310874 | val_loss: 0.0311251 | Time: 2015.38 ms [2022-04-13 10:50:38 main:581] : INFO : Epoch 1564 | loss: 0.031088 | val_loss: 0.0311253 | Time: 1940.07 ms [2022-04-13 10:50:40 main:581] : INFO : Epoch 1565 | loss: 0.031089 | val_loss: 0.0311246 | Time: 2011.31 ms [2022-04-13 10:50:42 main:581] : INFO : Epoch 1566 | loss: 0.0310883 | val_loss: 0.0311237 | Time: 1948.06 ms [2022-04-13 10:50:44 main:581] : INFO : Epoch 1567 | loss: 0.0310891 | val_loss: 0.0311271 | Time: 1993.89 ms [2022-04-13 10:50:46 main:581] : INFO : Epoch 1568 | loss: 0.0310869 | val_loss: 0.031125 | Time: 2015.36 ms [2022-04-13 10:50:48 main:581] : INFO : Epoch 1569 | loss: 0.0310861 | val_loss: 0.0311288 | Time: 1964.89 ms [2022-04-13 10:50:50 main:581] : INFO : Epoch 1570 | loss: 0.031088 | val_loss: 0.0311218 | Time: 1972.16 ms [2022-04-13 10:50:52 main:581] : INFO : Epoch 1571 | loss: 0.0310867 | val_loss: 0.0311222 | Time: 1998.14 ms [2022-04-13 10:50:54 main:581] : INFO : Epoch 1572 | loss: 0.0310866 | val_loss: 0.0311258 | Time: 1997.53 ms [2022-04-13 10:50:56 main:581] : INFO : Epoch 1573 | loss: 0.0310886 | val_loss: 0.0311259 | Time: 1975.81 ms [2022-04-13 10:50:58 main:581] : INFO : Epoch 1574 | loss: 0.0310878 | val_loss: 0.0311244 | Time: 1931.2 ms [2022-04-13 10:51:00 main:581] : INFO : Epoch 1575 | loss: 0.0310929 | val_loss: 0.0311279 | Time: 2007.06 ms [2022-04-13 10:51:02 main:581] : INFO : Epoch 1576 | loss: 0.0310912 | val_loss: 0.0311251 | Time: 2002.08 ms [2022-04-13 10:51:04 main:581] : INFO : Epoch 1577 | loss: 0.03109 | val_loss: 0.0311236 | Time: 2014.2 ms [2022-04-13 10:51:06 main:581] : INFO : Epoch 1578 | loss: 0.0310889 | val_loss: 0.0311252 | Time: 1948.95 ms [2022-04-13 10:51:08 main:581] : INFO : Epoch 1579 | loss: 0.0310865 | val_loss: 0.0311285 | Time: 1991.52 ms [2022-04-13 10:51:10 main:581] : INFO : Epoch 1580 | loss: 0.0310849 | val_loss: 0.0311274 | Time: 2002.83 ms [2022-04-13 10:51:12 main:581] : INFO : Epoch 1581 | loss: 0.0310852 | val_loss: 0.0311255 | Time: 2023.04 ms [2022-04-13 10:51:14 main:581] : INFO : Epoch 1582 | loss: 0.0310843 | val_loss: 0.0311248 | Time: 2005.95 ms [2022-04-13 10:51:16 main:581] : INFO : Epoch 1583 | loss: 0.0310844 | val_loss: 0.0311233 | Time: 2012.21 ms [2022-04-13 10:51:18 main:581] : INFO : Epoch 1584 | loss: 0.0310853 | val_loss: 0.0311213 | Time: 1977.98 ms [2022-04-13 10:51:20 main:581] : INFO : Epoch 1585 | loss: 0.0310868 | val_loss: 0.0311295 | Time: 1991.96 ms [2022-04-13 10:51:22 main:581] : INFO : Epoch 1586 | loss: 0.0310884 | val_loss: 0.031122 | Time: 2035.53 ms [2022-04-13 10:51:24 main:581] : INFO : Epoch 1587 | loss: 0.0310845 | val_loss: 0.0311254 | Time: 1980.97 ms [2022-04-13 10:51:26 main:581] : INFO : Epoch 1588 | loss: 0.0310839 | val_loss: 0.0311257 | Time: 2047.42 ms [2022-04-13 10:51:28 main:581] : INFO : Epoch 1589 | loss: 0.0310849 | val_loss: 0.0311269 | Time: 1980.73 ms [2022-04-13 10:51:30 main:581] : INFO : Epoch 1590 | loss: 0.0310856 | val_loss: 0.0311236 | Time: 2005.4 ms [2022-04-13 10:51:32 main:581] : INFO : Epoch 1591 | loss: 0.0310865 | val_loss: 0.0311296 | Time: 2019.09 ms [2022-04-13 10:51:34 main:581] : INFO : Epoch 1592 | loss: 0.0310877 | val_loss: 0.031133 | Time: 2031.94 ms [2022-04-13 10:51:36 main:581] : INFO : Epoch 1593 | loss: 0.0310894 | val_loss: 0.0311285 | Time: 1993.74 ms [2022-04-13 10:51:38 main:581] : INFO : Epoch 1594 | loss: 0.0310868 | val_loss: 0.0311294 | Time: 1984.25 ms [2022-04-13 10:51:40 main:581] : INFO : Epoch 1595 | loss: 0.0310851 | val_loss: 0.0311265 | Time: 1975.55 ms [2022-04-13 10:51:42 main:581] : INFO : Epoch 1596 | loss: 0.0310849 | val_loss: 0.0311299 | Time: 2005.06 ms [2022-04-13 10:51:44 main:581] : INFO : Epoch 1597 | loss: 0.0310886 | val_loss: 0.0311248 | Time: 2010.85 ms [2022-04-13 10:51:46 main:581] : INFO : Epoch 1598 | loss: 0.0310892 | val_loss: 0.0311215 | Time: 2027.4 ms [2022-04-13 10:51:48 main:581] : INFO : Epoch 1599 | loss: 0.0310881 | val_loss: 0.0311241 | Time: 2002.71 ms [2022-04-13 10:51:50 main:581] : INFO : Epoch 1600 | loss: 0.0310872 | val_loss: 0.0311295 | Time: 2010.61 ms [2022-04-13 10:51:52 main:581] : INFO : Epoch 1601 | loss: 0.0310846 | val_loss: 0.0311267 | Time: 2014.93 ms [2022-04-13 10:51:54 main:581] : INFO : Epoch 1602 | loss: 0.0310872 | val_loss: 0.0311225 | Time: 1980.12 ms [2022-04-13 10:51:56 main:581] : INFO : Epoch 1603 | loss: 0.0310891 | val_loss: 0.0311358 | Time: 2036.05 ms [2022-04-13 10:51:58 main:581] : INFO : Epoch 1604 | loss: 0.0310924 | val_loss: 0.03113 | Time: 1962.2 ms [2022-04-13 10:52:00 main:581] : INFO : Epoch 1605 | loss: 0.0310964 | val_loss: 0.0311259 | Time: 2024.12 ms [2022-04-13 10:52:02 main:581] : INFO : Epoch 1606 | loss: 0.0310936 | val_loss: 0.0311259 | Time: 1948.8 ms [2022-04-13 10:52:04 main:581] : INFO : Epoch 1607 | loss: 0.0310925 | val_loss: 0.0311235 | Time: 2034.17 ms [2022-04-13 10:52:06 main:581] : INFO : Epoch 1608 | loss: 0.0310939 | val_loss: 0.0311238 | Time: 2025.71 ms [2022-04-13 10:52:08 main:581] : INFO : Epoch 1609 | loss: 0.0310911 | val_loss: 0.0311233 | Time: 2026.25 ms [2022-04-13 10:52:10 main:581] : INFO : Epoch 1610 | loss: 0.0310873 | val_loss: 0.0311233 | Time: 2020.86 ms [2022-04-13 10:52:12 main:581] : INFO : Epoch 1611 | loss: 0.0310856 | val_loss: 0.0311234 | Time: 2055.36 ms [2022-04-13 10:52:15 main:581] : INFO : Epoch 1612 | loss: 0.0310839 | val_loss: 0.0311227 | Time: 2029.78 ms [2022-04-13 10:52:16 main:581] : INFO : Epoch 1613 | loss: 0.0310876 | val_loss: 0.0311226 | Time: 1934.81 ms [2022-04-13 10:52:18 main:581] : INFO : Epoch 1614 | loss: 0.0310871 | val_loss: 0.0311265 | Time: 1975.36 ms [2022-04-13 10:52:20 main:581] : INFO : Epoch 1615 | loss: 0.0310879 | val_loss: 0.0311256 | Time: 1998.62 ms [2022-04-13 10:52:22 main:581] : INFO : Epoch 1616 | loss: 0.0310884 | val_loss: 0.0311264 | Time: 1971.73 ms [2022-04-13 10:52:24 main:581] : INFO : Epoch 1617 | loss: 0.0310929 | val_loss: 0.0311327 | Time: 2023.95 ms [2022-04-13 10:52:26 main:581] : INFO : Epoch 1618 | loss: 0.0311031 | val_loss: 0.0311421 | Time: 1993.7 ms [2022-04-13 10:52:28 main:581] : INFO : Epoch 1619 | loss: 0.0322607 | val_loss: 0.0685199 | Time: 2028.26 ms [2022-04-13 10:52:30 main:581] : INFO : Epoch 1620 | loss: 0.0402164 | val_loss: 0.0351429 | Time: 2041.75 ms [2022-04-13 10:52:32 main:581] : INFO : Epoch 1621 | loss: 0.0321001 | val_loss: 0.0315676 | Time: 1963.2 ms [2022-04-13 10:52:34 main:581] : INFO : Epoch 1622 | loss: 0.0312984 | val_loss: 0.0312317 | Time: 1996 ms [2022-04-13 10:52:36 main:581] : INFO : Epoch 1623 | loss: 0.0311893 | val_loss: 0.0311622 | Time: 1978.08 ms [2022-04-13 10:52:38 main:581] : INFO : Epoch 1624 | loss: 0.0311507 | val_loss: 0.0311423 | Time: 1974.71 ms [2022-04-13 10:52:40 main:581] : INFO : Epoch 1625 | loss: 0.0311313 | val_loss: 0.0311326 | Time: 1988.25 ms [2022-04-13 10:52:42 main:581] : INFO : Epoch 1626 | loss: 0.031124 | val_loss: 0.031131 | Time: 1989.41 ms [2022-04-13 10:52:44 main:581] : INFO : Epoch 1627 | loss: 0.0311162 | val_loss: 0.0311309 | Time: 2011.86 ms [2022-04-13 10:52:46 main:581] : INFO : Epoch 1628 | loss: 0.0311103 | val_loss: 0.0311298 | Time: 1974.19 ms [2022-04-13 10:52:48 main:581] : INFO : Epoch 1629 | loss: 0.0311078 | val_loss: 0.0311261 | Time: 1955.87 ms [2022-04-13 10:52:50 main:581] : INFO : Epoch 1630 | loss: 0.0311063 | val_loss: 0.0311241 | Time: 1979.44 ms [2022-04-13 10:52:52 main:581] : INFO : Epoch 1631 | loss: 0.0311058 | val_loss: 0.0311249 | Time: 1990.72 ms [2022-04-13 10:52:54 main:581] : INFO : Epoch 1632 | loss: 0.0311043 | val_loss: 0.0311272 | Time: 2012.98 ms [2022-04-13 10:52:56 main:581] : INFO : Epoch 1633 | loss: 0.0311034 | val_loss: 0.0311259 | Time: 2046.97 ms [2022-04-13 10:52:58 main:581] : INFO : Epoch 1634 | loss: 0.0311019 | val_loss: 0.0311257 | Time: 1962.6 ms [2022-04-13 10:53:00 main:581] : INFO : Epoch 1635 | loss: 0.031101 | val_loss: 0.0311268 | Time: 1990.01 ms [2022-04-13 10:53:02 main:581] : INFO : Epoch 1636 | loss: 0.031099 | val_loss: 0.0311277 | Time: 1998.53 ms [2022-04-13 10:53:04 main:581] : INFO : Epoch 1637 | loss: 0.0310994 | val_loss: 0.0311251 | Time: 1989.15 ms [2022-04-13 10:53:06 main:581] : INFO : Epoch 1638 | loss: 0.0310989 | val_loss: 0.0311251 | Time: 1971.03 ms [2022-04-13 10:53:08 main:581] : INFO : Epoch 1639 | loss: 0.0310975 | val_loss: 0.0311271 | Time: 1981.57 ms [2022-04-13 10:53:10 main:581] : INFO : Epoch 1640 | loss: 0.0310971 | val_loss: 0.0311228 | Time: 1942.48 ms [2022-04-13 10:53:12 main:581] : INFO : Epoch 1641 | loss: 0.0310976 | val_loss: 0.0311281 | Time: 1947.82 ms [2022-04-13 10:53:14 main:581] : INFO : Epoch 1642 | loss: 0.0310969 | val_loss: 0.0311249 | Time: 1974.72 ms [2022-04-13 10:53:16 main:581] : INFO : Epoch 1643 | loss: 0.0310955 | val_loss: 0.0311236 | Time: 1966.33 ms [2022-04-13 10:53:18 main:581] : INFO : Epoch 1644 | loss: 0.0310953 | val_loss: 0.0311242 | Time: 1897.04 ms [2022-04-13 10:53:20 main:581] : INFO : Epoch 1645 | loss: 0.0310948 | val_loss: 0.0311254 | Time: 2015.02 ms [2022-04-13 10:53:22 main:581] : INFO : Epoch 1646 | loss: 0.0310952 | val_loss: 0.0311265 | Time: 2014.5 ms [2022-04-13 10:53:24 main:581] : INFO : Epoch 1647 | loss: 0.0310974 | val_loss: 0.0311409 | Time: 2015.74 ms [2022-04-13 10:53:26 main:581] : INFO : Epoch 1648 | loss: 0.031098 | val_loss: 0.0311312 | Time: 2001.08 ms [2022-04-13 10:53:28 main:581] : INFO : Epoch 1649 | loss: 0.0310956 | val_loss: 0.0311406 | Time: 1986.9 ms [2022-04-13 10:53:30 main:581] : INFO : Epoch 1650 | loss: 0.0310979 | val_loss: 0.0311298 | Time: 1995.44 ms [2022-04-13 10:53:32 main:581] : INFO : Epoch 1651 | loss: 0.0310969 | val_loss: 0.0311236 | Time: 1989.51 ms [2022-04-13 10:53:34 main:581] : INFO : Epoch 1652 | loss: 0.0310951 | val_loss: 0.0311238 | Time: 1990.13 ms [2022-04-13 10:53:36 main:581] : INFO : Epoch 1653 | loss: 0.0310936 | val_loss: 0.0311239 | Time: 2021.4 ms [2022-04-13 10:53:38 main:581] : INFO : Epoch 1654 | loss: 0.0310939 | val_loss: 0.0311222 | Time: 2000.83 ms [2022-04-13 10:53:40 main:581] : INFO : Epoch 1655 | loss: 0.0310922 | val_loss: 0.031124 | Time: 1995.52 ms [2022-04-13 10:53:42 main:581] : INFO : Epoch 1656 | loss: 0.0310917 | val_loss: 0.0311241 | Time: 1977.98 ms [2022-04-13 10:53:44 main:581] : INFO : Epoch 1657 | loss: 0.0310913 | val_loss: 0.0311278 | Time: 1988.99 ms [2022-04-13 10:53:46 main:581] : INFO : Epoch 1658 | loss: 0.0310923 | val_loss: 0.0311274 | Time: 1959.1 ms [2022-04-13 10:53:48 main:581] : INFO : Epoch 1659 | loss: 0.0310929 | val_loss: 0.0311236 | Time: 1979.73 ms [2022-04-13 10:53:50 main:581] : INFO : Epoch 1660 | loss: 0.0310914 | val_loss: 0.0311284 | Time: 2008.45 ms [2022-04-13 10:53:52 main:581] : INFO : Epoch 1661 | loss: 0.0310926 | val_loss: 0.0311264 | Time: 2005.19 ms [2022-04-13 10:53:54 main:581] : INFO : Epoch 1662 | loss: 0.0310919 | val_loss: 0.0311265 | Time: 1997.23 ms [2022-04-13 10:53:56 main:581] : INFO : Epoch 1663 | loss: 0.0310924 | val_loss: 0.0311268 | Time: 1999.12 ms [2022-04-13 10:53:58 main:581] : INFO : Epoch 1664 | loss: 0.0310929 | val_loss: 0.0311278 | Time: 1974.64 ms [2022-04-13 10:54:00 main:581] : INFO : Epoch 1665 | loss: 0.0310924 | val_loss: 0.0311249 | Time: 1960.37 ms [2022-04-13 10:54:02 main:581] : INFO : Epoch 1666 | loss: 0.0310918 | val_loss: 0.0311239 | Time: 1995.7 ms [2022-04-13 10:54:04 main:581] : INFO : Epoch 1667 | loss: 0.031094 | val_loss: 0.0311289 | Time: 1961.85 ms [2022-04-13 10:54:06 main:581] : INFO : Epoch 1668 | loss: 0.0310937 | val_loss: 0.0311307 | Time: 1979.23 ms [2022-04-13 10:54:08 main:581] : INFO : Epoch 1669 | loss: 0.0310929 | val_loss: 0.0311219 | Time: 1968.14 ms [2022-04-13 10:54:10 main:581] : INFO : Epoch 1670 | loss: 0.0310916 | val_loss: 0.0311222 | Time: 2022.08 ms [2022-04-13 10:54:12 main:581] : INFO : Epoch 1671 | loss: 0.0310918 | val_loss: 0.0311236 | Time: 2035.78 ms [2022-04-13 10:54:14 main:581] : INFO : Epoch 1672 | loss: 0.0310919 | val_loss: 0.0311244 | Time: 2037.03 ms [2022-04-13 10:54:16 main:581] : INFO : Epoch 1673 | loss: 0.0310905 | val_loss: 0.0311252 | Time: 1945.82 ms [2022-04-13 10:54:18 main:581] : INFO : Epoch 1674 | loss: 0.0310961 | val_loss: 0.0311411 | Time: 1991.71 ms [2022-04-13 10:54:20 main:581] : INFO : Epoch 1675 | loss: 0.0311255 | val_loss: 0.0311346 | Time: 1971.65 ms [2022-04-13 10:54:22 main:581] : INFO : Epoch 1676 | loss: 0.031122 | val_loss: 0.0311322 | Time: 2025.35 ms [2022-04-13 10:54:24 main:581] : INFO : Epoch 1677 | loss: 0.0311167 | val_loss: 0.0311285 | Time: 1995 ms [2022-04-13 10:54:26 main:581] : INFO : Epoch 1678 | loss: 0.0311117 | val_loss: 0.0311276 | Time: 1973.44 ms [2022-04-13 10:54:28 main:581] : INFO : Epoch 1679 | loss: 0.0311091 | val_loss: 0.031129 | Time: 1980.65 ms [2022-04-13 10:54:30 main:581] : INFO : Epoch 1680 | loss: 0.0311074 | val_loss: 0.0311309 | Time: 1952.4 ms [2022-04-13 10:54:32 main:581] : INFO : Epoch 1681 | loss: 0.0311052 | val_loss: 0.0311312 | Time: 1985.45 ms [2022-04-13 10:54:34 main:581] : INFO : Epoch 1682 | loss: 0.0311029 | val_loss: 0.0311315 | Time: 1987.85 ms [2022-04-13 10:54:36 main:581] : INFO : Epoch 1683 | loss: 0.0311017 | val_loss: 0.0311357 | Time: 1952.04 ms [2022-04-13 10:54:38 main:581] : INFO : Epoch 1684 | loss: 0.0311035 | val_loss: 0.0311325 | Time: 1984.78 ms [2022-04-13 10:54:40 main:581] : INFO : Epoch 1685 | loss: 0.0311014 | val_loss: 0.0311348 | Time: 1998.48 ms [2022-04-13 10:54:42 main:581] : INFO : Epoch 1686 | loss: 0.0311007 | val_loss: 0.0311338 | Time: 1982.72 ms [2022-04-13 10:54:44 main:581] : INFO : Epoch 1687 | loss: 0.0311015 | val_loss: 0.0311331 | Time: 2039.67 ms [2022-04-13 10:54:46 main:581] : INFO : Epoch 1688 | loss: 0.0311016 | val_loss: 0.0311297 | Time: 2014.57 ms [2022-04-13 10:54:48 main:581] : INFO : Epoch 1689 | loss: 0.0311 | val_loss: 0.0311391 | Time: 2013.09 ms [2022-04-13 10:54:50 main:581] : INFO : Epoch 1690 | loss: 0.0311037 | val_loss: 0.0311294 | Time: 1950.1 ms [2022-04-13 10:54:52 main:581] : INFO : Epoch 1691 | loss: 0.0311073 | val_loss: 0.0311254 | Time: 2018.72 ms [2022-04-13 10:54:54 main:581] : INFO : Epoch 1692 | loss: 0.0311042 | val_loss: 0.0311269 | Time: 2000.34 ms [2022-04-13 10:54:56 main:581] : INFO : Epoch 1693 | loss: 0.031101 | val_loss: 0.0311244 | Time: 1947.49 ms [2022-04-13 10:54:58 main:581] : INFO : Epoch 1694 | loss: 0.0311004 | val_loss: 0.0311251 | Time: 2028.62 ms [2022-04-13 10:55:00 main:581] : INFO : Epoch 1695 | loss: 0.0311032 | val_loss: 0.0311254 | Time: 1950.84 ms [2022-04-13 10:55:02 main:581] : INFO : Epoch 1696 | loss: 0.0311042 | val_loss: 0.0311287 | Time: 1999.12 ms [2022-04-13 10:55:04 main:581] : INFO : Epoch 1697 | loss: 0.0311002 | val_loss: 0.0311266 | Time: 1948.33 ms [2022-04-13 10:55:06 main:581] : INFO : Epoch 1698 | loss: 0.0310984 | val_loss: 0.0311264 | Time: 1979.65 ms [2022-04-13 10:55:07 main:581] : INFO : Epoch 1699 | loss: 0.0310968 | val_loss: 0.0311226 | Time: 1941.93 ms [2022-04-13 10:55:09 main:581] : INFO : Epoch 1700 | loss: 0.0310968 | val_loss: 0.0311257 | Time: 1985.97 ms [2022-04-13 10:55:11 main:581] : INFO : Epoch 1701 | loss: 0.0310955 | val_loss: 0.0311252 | Time: 1979.48 ms [2022-04-13 10:55:13 main:581] : INFO : Epoch 1702 | loss: 0.0310942 | val_loss: 0.0311262 | Time: 1987.73 ms [2022-04-13 10:55:15 main:581] : INFO : Epoch 1703 | loss: 0.031094 | val_loss: 0.031125 | Time: 2026.27 ms [2022-04-13 10:55:17 main:581] : INFO : Epoch 1704 | loss: 0.0310935 | val_loss: 0.0311245 | Time: 1980.22 ms [2022-04-13 10:55:19 main:581] : INFO : Epoch 1705 | loss: 0.0310946 | val_loss: 0.0311309 | Time: 1997.37 ms [2022-04-13 10:55:21 main:581] : INFO : Epoch 1706 | loss: 0.0310948 | val_loss: 0.031127 | Time: 1983.22 ms [2022-04-13 10:55:23 main:581] : INFO : Epoch 1707 | loss: 0.0310924 | val_loss: 0.0311263 | Time: 1976.11 ms [2022-04-13 10:55:25 main:581] : INFO : Epoch 1708 | loss: 0.0310919 | val_loss: 0.0311268 | Time: 2009.87 ms [2022-04-13 10:55:27 main:581] : INFO : Epoch 1709 | loss: 0.0310911 | val_loss: 0.0311264 | Time: 2033.81 ms [2022-04-13 10:55:29 main:581] : INFO : Epoch 1710 | loss: 0.0310913 | val_loss: 0.0311312 | Time: 1994.27 ms [2022-04-13 10:55:31 main:581] : INFO : Epoch 1711 | loss: 0.0310918 | val_loss: 0.0311302 | Time: 1993.55 ms [2022-04-13 10:55:33 main:581] : INFO : Epoch 1712 | loss: 0.0310913 | val_loss: 0.0311284 | Time: 1996.7 ms [2022-04-13 10:55:35 main:581] : INFO : Epoch 1713 | loss: 0.0310916 | val_loss: 0.0311303 | Time: 2019.11 ms [2022-04-13 10:55:37 main:581] : INFO : Epoch 1714 | loss: 0.0310912 | val_loss: 0.0311325 | Time: 1957.13 ms [2022-04-13 10:55:39 main:581] : INFO : Epoch 1715 | loss: 0.0310917 | val_loss: 0.0311298 | Time: 2017.29 ms [2022-04-13 10:55:41 main:581] : INFO : Epoch 1716 | loss: 0.0310945 | val_loss: 0.0311289 | Time: 1928.92 ms [2022-04-13 10:55:43 main:581] : INFO : Epoch 1717 | loss: 0.0310917 | val_loss: 0.0311316 | Time: 2028.07 ms [2022-04-13 10:55:45 main:581] : INFO : Epoch 1718 | loss: 0.031092 | val_loss: 0.031132 | Time: 2000.25 ms [2022-04-13 10:55:47 main:581] : INFO : Epoch 1719 | loss: 0.0310921 | val_loss: 0.031134 | Time: 2004.61 ms [2022-04-13 10:55:49 main:581] : INFO : Epoch 1720 | loss: 0.031092 | val_loss: 0.0311341 | Time: 1965.35 ms [2022-04-13 10:55:51 main:581] : INFO : Epoch 1721 | loss: 0.0310917 | val_loss: 0.0311366 | Time: 2006.03 ms [2022-04-13 10:55:53 main:581] : INFO : Epoch 1722 | loss: 0.0310971 | val_loss: 0.0311444 | Time: 1992.74 ms [2022-04-13 10:55:55 main:581] : INFO : Epoch 1723 | loss: 0.0310967 | val_loss: 0.0311338 | Time: 2001.94 ms [2022-04-13 10:55:57 main:581] : INFO : Epoch 1724 | loss: 0.0310916 | val_loss: 0.0311319 | Time: 1992.25 ms [2022-04-13 10:55:59 main:581] : INFO : Epoch 1725 | loss: 0.0310911 | val_loss: 0.0311356 | Time: 1979.89 ms [2022-04-13 10:56:01 main:581] : INFO : Epoch 1726 | loss: 0.031093 | val_loss: 0.0311357 | Time: 1968.71 ms [2022-04-13 10:56:03 main:581] : INFO : Epoch 1727 | loss: 0.0310929 | val_loss: 0.0311356 | Time: 1986.04 ms [2022-04-13 10:56:05 main:581] : INFO : Epoch 1728 | loss: 0.0310901 | val_loss: 0.0311418 | Time: 2017.76 ms [2022-04-13 10:56:07 main:581] : INFO : Epoch 1729 | loss: 0.0310902 | val_loss: 0.031138 | Time: 2007.91 ms [2022-04-13 10:56:09 main:581] : INFO : Epoch 1730 | loss: 0.0310908 | val_loss: 0.0311329 | Time: 2007.18 ms [2022-04-13 10:56:11 main:581] : INFO : Epoch 1731 | loss: 0.0310895 | val_loss: 0.0311338 | Time: 1974.89 ms [2022-04-13 10:56:13 main:581] : INFO : Epoch 1732 | loss: 0.0310891 | val_loss: 0.031138 | Time: 1991.2 ms [2022-04-13 10:56:15 main:581] : INFO : Epoch 1733 | loss: 0.0310918 | val_loss: 0.0311315 | Time: 1997.04 ms [2022-04-13 10:56:17 main:581] : INFO : Epoch 1734 | loss: 0.0310936 | val_loss: 0.0311292 | Time: 1954.45 ms [2022-04-13 10:56:19 main:581] : INFO : Epoch 1735 | loss: 0.0311003 | val_loss: 0.0311331 | Time: 1980.75 ms [2022-04-13 10:56:21 main:581] : INFO : Epoch 1736 | loss: 0.0311013 | val_loss: 0.0311288 | Time: 2025.44 ms [2022-04-13 10:56:23 main:581] : INFO : Epoch 1737 | loss: 0.0310963 | val_loss: 0.0311282 | Time: 1987.48 ms [2022-04-13 10:56:25 main:581] : INFO : Epoch 1738 | loss: 0.0310934 | val_loss: 0.0311352 | Time: 2010.31 ms [2022-04-13 10:56:27 main:581] : INFO : Epoch 1739 | loss: 0.0310904 | val_loss: 0.0311358 | Time: 1957.12 ms [2022-04-13 10:56:29 main:581] : INFO : Epoch 1740 | loss: 0.0310904 | val_loss: 0.0311283 | Time: 2015.94 ms [2022-04-13 10:56:31 main:581] : INFO : Epoch 1741 | loss: 0.0310903 | val_loss: 0.0311249 | Time: 1970.78 ms [2022-04-13 10:56:33 main:581] : INFO : Epoch 1742 | loss: 0.0310887 | val_loss: 0.0311331 | Time: 2007.83 ms [2022-04-13 10:56:35 main:581] : INFO : Epoch 1743 | loss: 0.0310916 | val_loss: 0.0311361 | Time: 1955.03 ms [2022-04-13 10:56:37 main:581] : INFO : Epoch 1744 | loss: 0.0310901 | val_loss: 0.0311402 | Time: 1962.36 ms [2022-04-13 10:56:39 main:581] : INFO : Epoch 1745 | loss: 0.0310892 | val_loss: 0.0311284 | Time: 1982.45 ms [2022-04-13 10:56:41 main:581] : INFO : Epoch 1746 | loss: 0.0310896 | val_loss: 0.0311271 | Time: 2024.8 ms [2022-04-13 10:56:43 main:581] : INFO : Epoch 1747 | loss: 0.0310909 | val_loss: 0.0311256 | Time: 1973.16 ms [2022-04-13 10:56:45 main:581] : INFO : Epoch 1748 | loss: 0.0310915 | val_loss: 0.0311246 | Time: 2006.75 ms [2022-04-13 10:56:47 main:581] : INFO : Epoch 1749 | loss: 0.0310895 | val_loss: 0.0311226 | Time: 2032.22 ms [2022-04-13 10:56:49 main:581] : INFO : Epoch 1750 | loss: 0.0310889 | val_loss: 0.0311285 | Time: 2024.99 ms [2022-04-13 10:56:51 main:581] : INFO : Epoch 1751 | loss: 0.0310919 | val_loss: 0.0311253 | Time: 1980.41 ms [2022-04-13 10:56:53 main:581] : INFO : Epoch 1752 | loss: 0.0310909 | val_loss: 0.031132 | Time: 2064.31 ms [2022-04-13 10:56:55 main:581] : INFO : Epoch 1753 | loss: 0.0310887 | val_loss: 0.0311244 | Time: 1971.49 ms [2022-04-13 10:56:57 main:581] : INFO : Epoch 1754 | loss: 0.031088 | val_loss: 0.0311262 | Time: 1970.16 ms [2022-04-13 10:56:59 main:581] : INFO : Epoch 1755 | loss: 0.0310923 | val_loss: 0.0311294 | Time: 1964.16 ms [2022-04-13 10:57:01 main:581] : INFO : Epoch 1756 | loss: 0.0310941 | val_loss: 0.0311231 | Time: 2029.37 ms [2022-04-13 10:57:03 main:581] : INFO : Epoch 1757 | loss: 0.0310929 | val_loss: 0.0311239 | Time: 2042.91 ms [2022-04-13 10:57:05 main:581] : INFO : Epoch 1758 | loss: 0.0310888 | val_loss: 0.0311253 | Time: 1992.14 ms [2022-04-13 10:57:07 main:581] : INFO : Epoch 1759 | loss: 0.0310874 | val_loss: 0.0311243 | Time: 1989.09 ms [2022-04-13 10:57:09 main:581] : INFO : Epoch 1760 | loss: 0.0310913 | val_loss: 0.031145 | Time: 1943.72 ms [2022-04-13 10:57:11 main:581] : INFO : Epoch 1761 | loss: 0.0311132 | val_loss: 0.0311222 | Time: 1984.12 ms [2022-04-13 10:57:13 main:581] : INFO : Epoch 1762 | loss: 0.031103 | val_loss: 0.0311269 | Time: 1981.8 ms [2022-04-13 10:57:15 main:581] : INFO : Epoch 1763 | loss: 0.0310974 | val_loss: 0.0311249 | Time: 2018.53 ms [2022-04-13 10:57:17 main:581] : INFO : Epoch 1764 | loss: 0.0310948 | val_loss: 0.031131 | Time: 2000.74 ms [2022-04-13 10:57:19 main:581] : INFO : Epoch 1765 | loss: 0.0310976 | val_loss: 0.0311278 | Time: 2031.41 ms [2022-04-13 10:57:21 main:581] : INFO : Epoch 1766 | loss: 0.0310947 | val_loss: 0.0311325 | Time: 2003.65 ms [2022-04-13 10:57:23 main:581] : INFO : Epoch 1767 | loss: 0.0310925 | val_loss: 0.0311271 | Time: 2009.6 ms [2022-04-13 10:57:25 main:581] : INFO : Epoch 1768 | loss: 0.0310937 | val_loss: 0.0311302 | Time: 1994.33 ms [2022-04-13 10:57:27 main:581] : INFO : Epoch 1769 | loss: 0.03109 | val_loss: 0.0311252 | Time: 1979.76 ms [2022-04-13 10:57:29 main:581] : INFO : Epoch 1770 | loss: 0.0310895 | val_loss: 0.0311237 | Time: 1998.83 ms [2022-04-13 10:57:31 main:581] : INFO : Epoch 1771 | loss: 0.0310874 | val_loss: 0.0311229 | Time: 1964.83 ms [2022-04-13 10:57:33 main:581] : INFO : Epoch 1772 | loss: 0.0310872 | val_loss: 0.0311256 | Time: 1965.78 ms [2022-04-13 10:57:35 main:581] : INFO : Epoch 1773 | loss: 0.0310871 | val_loss: 0.0311262 | Time: 1986.24 ms [2022-04-13 10:57:37 main:581] : INFO : Epoch 1774 | loss: 0.0310861 | val_loss: 0.031127 | Time: 1992.57 ms [2022-04-13 10:57:39 main:581] : INFO : Epoch 1775 | loss: 0.031089 | val_loss: 0.0311264 | Time: 2048.98 ms [2022-04-13 10:57:41 main:581] : INFO : Epoch 1776 | loss: 0.0310872 | val_loss: 0.0311246 | Time: 1995.2 ms [2022-04-13 10:57:43 main:581] : INFO : Epoch 1777 | loss: 0.0310866 | val_loss: 0.0311255 | Time: 2046.92 ms [2022-04-13 10:57:45 main:581] : INFO : Epoch 1778 | loss: 0.0310892 | val_loss: 0.0311334 | Time: 1987.89 ms [2022-04-13 10:57:47 main:581] : INFO : Epoch 1779 | loss: 0.0310896 | val_loss: 0.0311304 | Time: 2002.12 ms [2022-04-13 10:57:49 main:581] : INFO : Epoch 1780 | loss: 0.0310869 | val_loss: 0.0311252 | Time: 1956.77 ms [2022-04-13 10:57:51 main:581] : INFO : Epoch 1781 | loss: 0.0310874 | val_loss: 0.0311258 | Time: 2007.72 ms [2022-04-13 10:57:53 main:581] : INFO : Epoch 1782 | loss: 0.0310862 | val_loss: 0.0311274 | Time: 1990.68 ms [2022-04-13 10:57:55 main:581] : INFO : Epoch 1783 | loss: 0.0310883 | val_loss: 0.0311343 | Time: 1961.97 ms [2022-04-13 10:57:57 main:581] : INFO : Epoch 1784 | loss: 0.0310904 | val_loss: 0.031132 | Time: 2025.3 ms [2022-04-13 10:57:59 main:581] : INFO : Epoch 1785 | loss: 0.031089 | val_loss: 0.031126 | Time: 2042.47 ms [2022-04-13 10:58:01 main:581] : INFO : Epoch 1786 | loss: 0.0310876 | val_loss: 0.031127 | Time: 1989.3 ms [2022-04-13 10:58:03 main:581] : INFO : Epoch 1787 | loss: 0.0310882 | val_loss: 0.0311244 | Time: 1956.85 ms [2022-04-13 10:58:05 main:581] : INFO : Epoch 1788 | loss: 0.0310875 | val_loss: 0.0311299 | Time: 1995.49 ms [2022-04-13 10:58:07 main:581] : INFO : Epoch 1789 | loss: 0.0310905 | val_loss: 0.0311328 | Time: 1945.33 ms [2022-04-13 10:58:09 main:581] : INFO : Epoch 1790 | loss: 0.0310926 | val_loss: 0.0311257 | Time: 2003.81 ms [2022-04-13 10:58:11 main:581] : INFO : Epoch 1791 | loss: 0.0310862 | val_loss: 0.0311242 | Time: 1996.26 ms [2022-04-13 10:58:13 main:581] : INFO : Epoch 1792 | loss: 0.0310872 | val_loss: 0.0311274 | Time: 1978.54 ms [2022-04-13 10:58:15 main:581] : INFO : Epoch 1793 | loss: 0.0310876 | val_loss: 0.0311307 | Time: 1988.83 ms [2022-04-13 10:58:17 main:581] : INFO : Epoch 1794 | loss: 0.0310881 | val_loss: 0.0311318 | Time: 1990.94 ms [2022-04-13 10:58:19 main:581] : INFO : Epoch 1795 | loss: 0.03109 | val_loss: 0.0311274 | Time: 2028.46 ms [2022-04-13 10:58:21 main:581] : INFO : Epoch 1796 | loss: 0.0310899 | val_loss: 0.0311291 | Time: 2018.9 ms [2022-04-13 10:58:23 main:581] : INFO : Epoch 1797 | loss: 0.0310881 | val_loss: 0.0311259 | Time: 2022.68 ms [2022-04-13 10:58:25 main:581] : INFO : Epoch 1798 | loss: 0.0310885 | val_loss: 0.0311285 | Time: 1994.83 ms [2022-04-13 10:58:27 main:581] : INFO : Epoch 1799 | loss: 0.0310868 | val_loss: 0.0311288 | Time: 2235.82 ms [2022-04-13 10:58:29 main:581] : INFO : Epoch 1800 | loss: 0.0310862 | val_loss: 0.0311316 | Time: 2158.26 ms [2022-04-13 10:58:31 main:581] : INFO : Epoch 1801 | loss: 0.031085 | val_loss: 0.0311285 | Time: 2017.18 ms [2022-04-13 10:58:33 main:581] : INFO : Epoch 1802 | loss: 0.0310899 | val_loss: 0.0311309 | Time: 2018.56 ms [2022-04-13 10:58:35 main:581] : INFO : Epoch 1803 | loss: 0.0310896 | val_loss: 0.0311381 | Time: 1966.46 ms [2022-04-13 10:58:37 main:581] : INFO : Epoch 1804 | loss: 0.0310872 | val_loss: 0.0311266 | Time: 1993.74 ms [2022-04-13 10:58:39 main:581] : INFO : Epoch 1805 | loss: 0.0310845 | val_loss: 0.0311288 | Time: 1973.85 ms [2022-04-13 10:58:41 main:581] : INFO : Epoch 1806 | loss: 0.0310865 | val_loss: 0.0311239 | Time: 2039.17 ms [2022-04-13 10:58:43 main:581] : INFO : Epoch 1807 | loss: 0.0310856 | val_loss: 0.031122 | Time: 2018.7 ms [2022-04-13 10:58:45 main:581] : INFO : Epoch 1808 | loss: 0.0310848 | val_loss: 0.0311269 | Time: 2005.22 ms [2022-04-13 10:58:47 main:581] : INFO : Epoch 1809 | loss: 0.0310849 | val_loss: 0.0311308 | Time: 2042.31 ms [2022-04-13 10:58:50 main:581] : INFO : Epoch 1810 | loss: 0.0310863 | val_loss: 0.0311295 | Time: 2031.78 ms [2022-04-13 10:58:52 main:581] : INFO : Epoch 1811 | loss: 0.031083 | val_loss: 0.031127 | Time: 1994.12 ms [2022-04-13 10:58:54 main:581] : INFO : Epoch 1812 | loss: 0.0310831 | val_loss: 0.0311293 | Time: 2009.8 ms [2022-04-13 10:58:56 main:581] : INFO : Epoch 1813 | loss: 0.0310821 | val_loss: 0.0311269 | Time: 1984.68 ms [2022-04-13 10:58:57 main:581] : INFO : Epoch 1814 | loss: 0.0310837 | val_loss: 0.0311285 | Time: 1977.08 ms [2022-04-13 10:58:59 main:581] : INFO : Epoch 1815 | loss: 0.0310841 | val_loss: 0.0311311 | Time: 1988.25 ms [2022-04-13 10:59:01 main:581] : INFO : Epoch 1816 | loss: 0.0310904 | val_loss: 0.0311309 | Time: 1983.17 ms [2022-04-13 10:59:03 main:581] : INFO : Epoch 1817 | loss: 0.0311004 | val_loss: 0.0311242 | Time: 2020.66 ms [2022-04-13 10:59:05 main:581] : INFO : Epoch 1818 | loss: 0.031094 | val_loss: 0.0311262 | Time: 1979.99 ms [2022-04-13 10:59:07 main:581] : INFO : Epoch 1819 | loss: 0.0310906 | val_loss: 0.0311243 | Time: 1984.91 ms [2022-04-13 10:59:09 main:581] : INFO : Epoch 1820 | loss: 0.0310885 | val_loss: 0.0311242 | Time: 1934.93 ms [2022-04-13 10:59:11 main:581] : INFO : Epoch 1821 | loss: 0.0310851 | val_loss: 0.0311228 | Time: 2006.34 ms [2022-04-13 10:59:13 main:581] : INFO : Epoch 1822 | loss: 0.0310852 | val_loss: 0.0311238 | Time: 1985.93 ms [2022-04-13 10:59:15 main:581] : INFO : Epoch 1823 | loss: 0.0310873 | val_loss: 0.0311303 | Time: 1952.76 ms [2022-04-13 10:59:17 main:581] : INFO : Epoch 1824 | loss: 0.0310882 | val_loss: 0.0311273 | Time: 2022.5 ms [2022-04-13 10:59:19 main:581] : INFO : Epoch 1825 | loss: 0.0310897 | val_loss: 0.0311275 | Time: 1976.53 ms [2022-04-13 10:59:21 main:581] : INFO : Epoch 1826 | loss: 0.0310898 | val_loss: 0.031131 | Time: 1935.91 ms [2022-04-13 10:59:23 main:581] : INFO : Epoch 1827 | loss: 0.0310928 | val_loss: 0.0311277 | Time: 1985.17 ms [2022-04-13 10:59:25 main:581] : INFO : Epoch 1828 | loss: 0.0310889 | val_loss: 0.0311263 | Time: 1995.5 ms [2022-04-13 10:59:27 main:581] : INFO : Epoch 1829 | loss: 0.0310869 | val_loss: 0.0311332 | Time: 2006.92 ms [2022-04-13 10:59:29 main:581] : INFO : Epoch 1830 | loss: 0.0310894 | val_loss: 0.031129 | Time: 1965.02 ms [2022-04-13 10:59:31 main:581] : INFO : Epoch 1831 | loss: 0.0310862 | val_loss: 0.0311277 | Time: 1953.35 ms [2022-04-13 10:59:33 main:581] : INFO : Epoch 1832 | loss: 0.0310842 | val_loss: 0.0311291 | Time: 1985.24 ms [2022-04-13 10:59:35 main:581] : INFO : Epoch 1833 | loss: 0.0310837 | val_loss: 0.0311256 | Time: 2015.12 ms [2022-04-13 10:59:37 main:581] : INFO : Epoch 1834 | loss: 0.0310854 | val_loss: 0.0311255 | Time: 2008.68 ms [2022-04-13 10:59:39 main:581] : INFO : Epoch 1835 | loss: 0.0310838 | val_loss: 0.0311303 | Time: 1972.99 ms [2022-04-13 10:59:41 main:581] : INFO : Epoch 1836 | loss: 0.0310845 | val_loss: 0.0311299 | Time: 1975.03 ms [2022-04-13 10:59:43 main:581] : INFO : Epoch 1837 | loss: 0.0310845 | val_loss: 0.0311294 | Time: 1993.65 ms [2022-04-13 10:59:45 main:581] : INFO : Epoch 1838 | loss: 0.0310837 | val_loss: 0.0311315 | Time: 1996.24 ms [2022-04-13 10:59:47 main:581] : INFO : Epoch 1839 | loss: 0.0310889 | val_loss: 0.0311295 | Time: 2012.98 ms [2022-04-13 10:59:49 main:581] : INFO : Epoch 1840 | loss: 0.0310904 | val_loss: 0.0311331 | Time: 2005.53 ms [2022-04-13 10:59:51 main:581] : INFO : Epoch 1841 | loss: 0.0310873 | val_loss: 0.0311321 | Time: 2000.51 ms [2022-04-13 10:59:53 main:581] : INFO : Epoch 1842 | loss: 0.031098 | val_loss: 0.0311331 | Time: 2005.56 ms [2022-04-13 10:59:55 main:581] : INFO : Epoch 1843 | loss: 0.0310962 | val_loss: 0.0311327 | Time: 2009.82 ms [2022-04-13 10:59:57 main:581] : INFO : Epoch 1844 | loss: 0.0310956 | val_loss: 0.03113 | Time: 1949.62 ms [2022-04-13 10:59:59 main:581] : INFO : Epoch 1845 | loss: 0.0310957 | val_loss: 0.0311295 | Time: 1988.67 ms [2022-04-13 11:00:01 main:581] : INFO : Epoch 1846 | loss: 0.03109 | val_loss: 0.0311287 | Time: 1992.81 ms [2022-04-13 11:00:03 main:581] : INFO : Epoch 1847 | loss: 0.0310882 | val_loss: 0.0311293 | Time: 1989.02 ms [2022-04-13 11:00:05 main:581] : INFO : Epoch 1848 | loss: 0.0310877 | val_loss: 0.0311278 | Time: 2022.67 ms [2022-04-13 11:00:07 main:581] : INFO : Epoch 1849 | loss: 0.0310866 | val_loss: 0.0311268 | Time: 1998.32 ms [2022-04-13 11:00:09 main:581] : INFO : Epoch 1850 | loss: 0.0310849 | val_loss: 0.0311309 | Time: 2003.9 ms [2022-04-13 11:00:11 main:581] : INFO : Epoch 1851 | loss: 0.0310881 | val_loss: 0.0311295 | Time: 2005.92 ms [2022-04-13 11:00:13 main:581] : INFO : Epoch 1852 | loss: 0.0310909 | val_loss: 0.0311353 | Time: 2013.95 ms [2022-04-13 11:00:15 main:581] : INFO : Epoch 1853 | loss: 0.031087 | val_loss: 0.0311266 | Time: 2032.8 ms [2022-04-13 11:00:17 main:581] : INFO : Epoch 1854 | loss: 0.031087 | val_loss: 0.0311305 | Time: 1993.63 ms [2022-04-13 11:00:19 main:581] : INFO : Epoch 1855 | loss: 0.031087 | val_loss: 0.0311241 | Time: 1999.68 ms [2022-04-13 11:00:21 main:581] : INFO : Epoch 1856 | loss: 0.0310844 | val_loss: 0.0311273 | Time: 2034.24 ms [2022-04-13 11:00:23 main:581] : INFO : Epoch 1857 | loss: 0.0310843 | val_loss: 0.0311257 | Time: 2006.68 ms [2022-04-13 11:00:25 main:581] : INFO : Epoch 1858 | loss: 0.031082 | val_loss: 0.0311259 | Time: 2003.61 ms [2022-04-13 11:00:27 main:581] : INFO : Epoch 1859 | loss: 0.0310833 | val_loss: 0.031128 | Time: 2026.04 ms [2022-04-13 11:00:29 main:581] : INFO : Epoch 1860 | loss: 0.0310876 | val_loss: 0.0311282 | Time: 2012.17 ms [2022-04-13 11:00:31 main:581] : INFO : Epoch 1861 | loss: 0.0310855 | val_loss: 0.0311286 | Time: 1965.99 ms [2022-04-13 11:00:33 main:581] : INFO : Epoch 1862 | loss: 0.0310858 | val_loss: 0.0311271 | Time: 2001.21 ms [2022-04-13 11:00:35 main:581] : INFO : Epoch 1863 | loss: 0.0310826 | val_loss: 0.0311225 | Time: 1975.7 ms [2022-04-13 11:00:37 main:581] : INFO : Epoch 1864 | loss: 0.0310872 | val_loss: 0.0311266 | Time: 2003.53 ms [2022-04-13 11:00:39 main:581] : INFO : Epoch 1865 | loss: 0.0310881 | val_loss: 0.0311234 | Time: 2003.73 ms [2022-04-13 11:00:41 main:581] : INFO : Epoch 1866 | loss: 0.031083 | val_loss: 0.0311242 | Time: 1994.72 ms [2022-04-13 11:00:43 main:581] : INFO : Epoch 1867 | loss: 0.0310838 | val_loss: 0.0311262 | Time: 2011.28 ms [2022-04-13 11:00:45 main:581] : INFO : Epoch 1868 | loss: 0.0310838 | val_loss: 0.0311314 | Time: 2009.95 ms [2022-04-13 11:00:47 main:581] : INFO : Epoch 1869 | loss: 0.0310825 | val_loss: 0.0311308 | Time: 2006.8 ms [2022-04-13 11:00:49 main:581] : INFO : Epoch 1870 | loss: 0.0310833 | val_loss: 0.0311231 | Time: 2040.22 ms [2022-04-13 11:00:51 main:581] : INFO : Epoch 1871 | loss: 0.0310823 | val_loss: 0.0311313 | Time: 2005.87 ms [2022-04-13 11:00:53 main:581] : INFO : Epoch 1872 | loss: 0.0310814 | val_loss: 0.0311298 | Time: 1893.24 ms [2022-04-13 11:00:55 main:581] : INFO : Epoch 1873 | loss: 0.0310805 | val_loss: 0.031131 | Time: 1997.9 ms [2022-04-13 11:00:57 main:581] : INFO : Epoch 1874 | loss: 0.031082 | val_loss: 0.0311302 | Time: 2012.69 ms [2022-04-13 11:00:59 main:581] : INFO : Epoch 1875 | loss: 0.0310812 | val_loss: 0.0311265 | Time: 1994.82 ms [2022-04-13 11:01:01 main:581] : INFO : Epoch 1876 | loss: 0.0310807 | val_loss: 0.031128 | Time: 1978.41 ms [2022-04-13 11:01:03 main:581] : INFO : Epoch 1877 | loss: 0.0310814 | val_loss: 0.031128 | Time: 2039.27 ms [2022-04-13 11:01:05 main:581] : INFO : Epoch 1878 | loss: 0.0310811 | val_loss: 0.031126 | Time: 2050.67 ms [2022-04-13 11:01:07 main:581] : INFO : Epoch 1879 | loss: 0.0310841 | val_loss: 0.0311304 | Time: 1961.36 ms [2022-04-13 11:01:09 main:581] : INFO : Epoch 1880 | loss: 0.0310855 | val_loss: 0.0311296 | Time: 2007.32 ms [2022-04-13 11:01:11 main:581] : INFO : Epoch 1881 | loss: 0.0310832 | val_loss: 0.03113 | Time: 1957.05 ms [2022-04-13 11:01:13 main:581] : INFO : Epoch 1882 | loss: 0.031086 | val_loss: 0.0311286 | Time: 2011.18 ms [2022-04-13 11:01:15 main:581] : INFO : Epoch 1883 | loss: 0.0310839 | val_loss: 0.0311301 | Time: 1964.51 ms [2022-04-13 11:01:17 main:581] : INFO : Epoch 1884 | loss: 0.0310847 | val_loss: 0.0311285 | Time: 1981.99 ms [2022-04-13 11:01:19 main:581] : INFO : Epoch 1885 | loss: 0.0310894 | val_loss: 0.0311314 | Time: 1934.93 ms [2022-04-13 11:01:21 main:581] : INFO : Epoch 1886 | loss: 0.0310835 | val_loss: 0.0311307 | Time: 1984.72 ms [2022-04-13 11:01:23 main:581] : INFO : Epoch 1887 | loss: 0.0310872 | val_loss: 0.0311339 | Time: 1952.95 ms [2022-04-13 11:01:25 main:581] : INFO : Epoch 1888 | loss: 0.0310879 | val_loss: 0.0311294 | Time: 2027.33 ms [2022-04-13 11:01:27 main:581] : INFO : Epoch 1889 | loss: 0.0310865 | val_loss: 0.0311299 | Time: 2029.98 ms [2022-04-13 11:01:29 main:581] : INFO : Epoch 1890 | loss: 0.0310874 | val_loss: 0.0311295 | Time: 1942.54 ms [2022-04-13 11:01:31 main:581] : INFO : Epoch 1891 | loss: 0.0310826 | val_loss: 0.0311338 | Time: 1969.49 ms [2022-04-13 11:01:33 main:581] : INFO : Epoch 1892 | loss: 0.0310819 | val_loss: 0.0311323 | Time: 2010.67 ms [2022-04-13 11:01:35 main:581] : INFO : Epoch 1893 | loss: 0.0310833 | val_loss: 0.0311296 | Time: 1969.31 ms [2022-04-13 11:01:37 main:581] : INFO : Epoch 1894 | loss: 0.0310866 | val_loss: 0.0311258 | Time: 1967.94 ms [2022-04-13 11:01:39 main:581] : INFO : Epoch 1895 | loss: 0.0310855 | val_loss: 0.0311278 | Time: 2012.57 ms [2022-04-13 11:01:41 main:581] : INFO : Epoch 1896 | loss: 0.0310885 | val_loss: 0.0311293 | Time: 2011.04 ms [2022-04-13 11:01:43 main:581] : INFO : Epoch 1897 | loss: 0.0310885 | val_loss: 0.0311269 | Time: 1954.97 ms [2022-04-13 11:01:45 main:581] : INFO : Epoch 1898 | loss: 0.0310859 | val_loss: 0.03113 | Time: 2009.83 ms [2022-04-13 11:01:47 main:581] : INFO : Epoch 1899 | loss: 0.0310859 | val_loss: 0.0311318 | Time: 1932.59 ms [2022-04-13 11:01:49 main:581] : INFO : Epoch 1900 | loss: 0.0310834 | val_loss: 0.0311252 | Time: 1950.35 ms [2022-04-13 11:01:51 main:581] : INFO : Epoch 1901 | loss: 0.0310824 | val_loss: 0.0311334 | Time: 1989.95 ms [2022-04-13 11:01:53 main:581] : INFO : Epoch 1902 | loss: 0.0310809 | val_loss: 0.0311302 | Time: 1987.3 ms [2022-04-13 11:01:55 main:581] : INFO : Epoch 1903 | loss: 0.0310808 | val_loss: 0.031126 | Time: 1989.79 ms [2022-04-13 11:01:57 main:581] : INFO : Epoch 1904 | loss: 0.0310808 | val_loss: 0.0311291 | Time: 2032.34 ms [2022-04-13 11:01:59 main:581] : INFO : Epoch 1905 | loss: 0.0310819 | val_loss: 0.0311294 | Time: 2029.96 ms [2022-04-13 11:02:01 main:581] : INFO : Epoch 1906 | loss: 0.0310816 | val_loss: 0.0311292 | Time: 2003.23 ms [2022-04-13 11:02:03 main:581] : INFO : Epoch 1907 | loss: 0.0310826 | val_loss: 0.0311261 | Time: 1979.39 ms [2022-04-13 11:02:05 main:581] : INFO : Epoch 1908 | loss: 0.0310833 | val_loss: 0.0311268 | Time: 1964.98 ms [2022-04-13 11:02:07 main:581] : INFO : Epoch 1909 | loss: 0.0310842 | val_loss: 0.0311279 | Time: 2001.53 ms [2022-04-13 11:02:09 main:581] : INFO : Epoch 1910 | loss: 0.031086 | val_loss: 0.0311295 | Time: 2011.85 ms [2022-04-13 11:02:11 main:581] : INFO : Epoch 1911 | loss: 0.0310825 | val_loss: 0.0311253 | Time: 2013.32 ms [2022-04-13 11:02:13 main:581] : INFO : Epoch 1912 | loss: 0.031086 | val_loss: 0.0311325 | Time: 1990.76 ms [2022-04-13 11:02:15 main:581] : INFO : Epoch 1913 | loss: 0.0310915 | val_loss: 0.0311302 | Time: 2041.82 ms [2022-04-13 11:02:17 main:581] : INFO : Epoch 1914 | loss: 0.0310904 | val_loss: 0.0311306 | Time: 1954.5 ms [2022-04-13 11:02:19 main:581] : INFO : Epoch 1915 | loss: 0.0310888 | val_loss: 0.0311326 | Time: 1924.44 ms [2022-04-13 11:02:21 main:581] : INFO : Epoch 1916 | loss: 0.0310865 | val_loss: 0.0311298 | Time: 1974.66 ms [2022-04-13 11:02:23 main:581] : INFO : Epoch 1917 | loss: 0.0310874 | val_loss: 0.0311272 | Time: 1980.37 ms [2022-04-13 11:02:25 main:581] : INFO : Epoch 1918 | loss: 0.0310869 | val_loss: 0.0311295 | Time: 2023.22 ms [2022-04-13 11:02:27 main:581] : INFO : Epoch 1919 | loss: 0.0310862 | val_loss: 0.0311297 | Time: 1941.79 ms [2022-04-13 11:02:29 main:581] : INFO : Epoch 1920 | loss: 0.0310832 | val_loss: 0.0311292 | Time: 2020.37 ms [2022-04-13 11:02:31 main:581] : INFO : Epoch 1921 | loss: 0.0310811 | val_loss: 0.0311254 | Time: 1997.71 ms [2022-04-13 11:02:33 main:581] : INFO : Epoch 1922 | loss: 0.031083 | val_loss: 0.0311351 | Time: 2027.69 ms [2022-04-13 11:02:35 main:581] : INFO : Epoch 1923 | loss: 0.0310833 | val_loss: 0.03113 | Time: 1932.55 ms [2022-04-13 11:02:37 main:581] : INFO : Epoch 1924 | loss: 0.0310828 | val_loss: 0.0311336 | Time: 2012.13 ms [2022-04-13 11:02:39 main:581] : INFO : Epoch 1925 | loss: 0.0310953 | val_loss: 0.031134 | Time: 2018.1 ms [2022-04-13 11:02:41 main:581] : INFO : Epoch 1926 | loss: 0.0310931 | val_loss: 0.0311327 | Time: 1975.81 ms [2022-04-13 11:02:43 main:581] : INFO : Epoch 1927 | loss: 0.0310889 | val_loss: 0.0311301 | Time: 2014.05 ms [2022-04-13 11:02:45 main:581] : INFO : Epoch 1928 | loss: 0.0310906 | val_loss: 0.0311275 | Time: 2008.24 ms [2022-04-13 11:02:47 main:581] : INFO : Epoch 1929 | loss: 0.0311618 | val_loss: 0.031201 | Time: 1982.89 ms [2022-04-13 11:02:49 main:581] : INFO : Epoch 1930 | loss: 0.031179 | val_loss: 0.0311614 | Time: 1997.05 ms [2022-04-13 11:02:51 main:581] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.0311569 | Time: 2030.65 ms [2022-04-13 11:02:53 main:581] : INFO : Epoch 1932 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 1979.69 ms [2022-04-13 11:02:55 main:581] : INFO : Epoch 1933 | loss: 0.0311583 | val_loss: 0.0311546 | Time: 2000.81 ms [2022-04-13 11:02:57 main:581] : INFO : Epoch 1934 | loss: 0.0311539 | val_loss: 0.0311514 | Time: 1996.89 ms [2022-04-13 11:02:59 main:581] : INFO : Epoch 1935 | loss: 0.0311516 | val_loss: 0.0311516 | Time: 2041.81 ms [2022-04-13 11:03:01 main:581] : INFO : Epoch 1936 | loss: 0.0311531 | val_loss: 0.0311543 | Time: 2006.34 ms [2022-04-13 11:03:03 main:581] : INFO : Epoch 1937 | loss: 0.0311515 | val_loss: 0.031151 | Time: 1946.7 ms [2022-04-13 11:03:05 main:581] : INFO : Epoch 1938 | loss: 0.031149 | val_loss: 0.0311473 | Time: 2037.25 ms [2022-04-13 11:03:07 main:581] : INFO : Epoch 1939 | loss: 0.0311466 | val_loss: 0.0311439 | Time: 1993.02 ms [2022-04-13 11:03:09 main:581] : INFO : Epoch 1940 | loss: 0.0311443 | val_loss: 0.031151 | Time: 2012.5 ms [2022-04-13 11:03:11 main:581] : INFO : Epoch 1941 | loss: 0.0311522 | val_loss: 0.0311515 | Time: 2024.99 ms [2022-04-13 11:03:13 main:581] : INFO : Epoch 1942 | loss: 0.0311456 | val_loss: 0.0311484 | Time: 2048.21 ms [2022-04-13 11:03:15 main:581] : INFO : Epoch 1943 | loss: 0.0311419 | val_loss: 0.0311452 | Time: 1957.1 ms [2022-04-13 11:03:17 main:581] : INFO : Epoch 1944 | loss: 0.03114 | val_loss: 0.0311476 | Time: 2001.21 ms [2022-04-13 11:03:19 main:581] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311443 | Time: 2023.96 ms [2022-04-13 11:03:21 main:581] : INFO : Epoch 1946 | loss: 0.0311417 | val_loss: 0.0311439 | Time: 1980.53 ms [2022-04-13 11:03:23 main:581] : INFO : Epoch 1947 | loss: 0.0311415 | val_loss: 0.0311471 | Time: 2004.83 ms [2022-04-13 11:03:25 main:581] : INFO : Epoch 1948 | loss: 0.0311399 | val_loss: 0.0311455 | Time: 1980.99 ms [2022-04-13 11:03:27 main:581] : INFO : Epoch 1949 | loss: 0.0311406 | val_loss: 0.0311463 | Time: 1916.01 ms [2022-04-13 11:03:29 main:581] : INFO : Epoch 1950 | loss: 0.0311375 | val_loss: 0.0311463 | Time: 1938.93 ms [2022-04-13 11:03:31 main:581] : INFO : Epoch 1951 | loss: 0.0311382 | val_loss: 0.0311476 | Time: 2039 ms [2022-04-13 11:03:33 main:581] : INFO : Epoch 1952 | loss: 0.0311358 | val_loss: 0.0311452 | Time: 2001.86 ms [2022-04-13 11:03:35 main:581] : INFO : Epoch 1953 | loss: 0.0311375 | val_loss: 0.0311447 | Time: 2021.23 ms [2022-04-13 11:03:37 main:581] : INFO : Epoch 1954 | loss: 0.0311358 | val_loss: 0.0311455 | Time: 2003.51 ms [2022-04-13 11:03:39 main:581] : INFO : Epoch 1955 | loss: 0.031135 | val_loss: 0.0311443 | Time: 2000.46 ms [2022-04-13 11:03:41 main:581] : INFO : Epoch 1956 | loss: 0.0311335 | val_loss: 0.0311437 | Time: 2022.4 ms [2022-04-13 11:03:43 main:581] : INFO : Epoch 1957 | loss: 0.0311335 | val_loss: 0.0311436 | Time: 2008.92 ms [2022-04-13 11:03:45 main:581] : INFO : Epoch 1958 | loss: 0.0311338 | val_loss: 0.0311457 | Time: 1967.46 ms [2022-04-13 11:03:47 main:581] : INFO : Epoch 1959 | loss: 0.0311348 | val_loss: 0.0311413 | Time: 1976.01 ms [2022-04-13 11:03:49 main:581] : INFO : Epoch 1960 | loss: 0.0311368 | val_loss: 0.031142 | Time: 1977.26 ms [2022-04-13 11:03:51 main:581] : INFO : Epoch 1961 | loss: 0.0311373 | val_loss: 0.0311401 | Time: 1982.94 ms [2022-04-13 11:03:53 main:581] : INFO : Epoch 1962 | loss: 0.0311339 | val_loss: 0.031141 | Time: 2028.31 ms [2022-04-13 11:03:55 main:581] : INFO : Epoch 1963 | loss: 0.0311339 | val_loss: 0.0311418 | Time: 1993.01 ms [2022-04-13 11:03:57 main:581] : INFO : Epoch 1964 | loss: 0.0311322 | val_loss: 0.0311429 | Time: 2023.72 ms [2022-04-13 11:03:59 main:581] : INFO : Epoch 1965 | loss: 0.0311315 | val_loss: 0.0311404 | Time: 2020.36 ms [2022-04-13 11:04:01 main:581] : INFO : Epoch 1966 | loss: 0.0311316 | val_loss: 0.0311418 | Time: 2031.43 ms [2022-04-13 11:04:03 main:581] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.031141 | Time: 1999.66 ms [2022-04-13 11:04:05 main:581] : INFO : Epoch 1968 | loss: 0.0311329 | val_loss: 0.0311401 | Time: 2006.63 ms [2022-04-13 11:04:07 main:581] : INFO : Epoch 1969 | loss: 0.0311315 | val_loss: 0.0311393 | Time: 1977.06 ms [2022-04-13 11:04:09 main:581] : INFO : Epoch 1970 | loss: 0.031129 | val_loss: 0.0311407 | Time: 2004.62 ms [2022-04-13 11:04:11 main:581] : INFO : Epoch 1971 | loss: 0.0311297 | val_loss: 0.0311405 | Time: 2037.47 ms [2022-04-13 11:04:13 main:581] : INFO : Epoch 1972 | loss: 0.0311293 | val_loss: 0.0311409 | Time: 1957.21 ms [2022-04-13 11:04:15 main:581] : INFO : Epoch 1973 | loss: 0.0311282 | val_loss: 0.0311428 | Time: 1950.69 ms [2022-04-13 11:04:17 main:581] : INFO : Epoch 1974 | loss: 0.0311278 | val_loss: 0.0311405 | Time: 2018.56 ms [2022-04-13 11:04:19 main:581] : INFO : Epoch 1975 | loss: 0.0311267 | val_loss: 0.0311381 | Time: 1981.36 ms [2022-04-13 11:04:21 main:581] : INFO : Epoch 1976 | loss: 0.0311265 | val_loss: 0.0311415 | Time: 1978.39 ms [2022-04-13 11:04:23 main:581] : INFO : Epoch 1977 | loss: 0.0311244 | val_loss: 0.031141 | Time: 2014.13 ms [2022-04-13 11:04:25 main:581] : INFO : Epoch 1978 | loss: 0.0311233 | val_loss: 0.0311417 | Time: 2003.49 ms [2022-04-13 11:04:27 main:581] : INFO : Epoch 1979 | loss: 0.0311245 | val_loss: 0.0311398 | Time: 1913.45 ms [2022-04-13 11:04:29 main:581] : INFO : Epoch 1980 | loss: 0.0311255 | val_loss: 0.0311404 | Time: 1998.08 ms [2022-04-13 11:04:30 main:581] : INFO : Epoch 1981 | loss: 0.03112 | val_loss: 0.0311395 | Time: 1983.65 ms [2022-04-13 11:04:32 main:581] : INFO : Epoch 1982 | loss: 0.0311189 | val_loss: 0.0311375 | Time: 2000.04 ms [2022-04-13 11:04:34 main:581] : INFO : Epoch 1983 | loss: 0.0311179 | val_loss: 0.0311364 | Time: 2002.19 ms [2022-04-13 11:04:36 main:581] : INFO : Epoch 1984 | loss: 0.031116 | val_loss: 0.0311357 | Time: 1969.32 ms [2022-04-13 11:04:38 main:581] : INFO : Epoch 1985 | loss: 0.0311158 | val_loss: 0.031142 | Time: 1970.38 ms [2022-04-13 11:04:40 main:581] : INFO : Epoch 1986 | loss: 0.0311169 | val_loss: 0.0311391 | Time: 1934.77 ms [2022-04-13 11:04:42 main:581] : INFO : Epoch 1987 | loss: 0.0311169 | val_loss: 0.0311397 | Time: 1986.88 ms [2022-04-13 11:04:44 main:581] : INFO : Epoch 1988 | loss: 0.0311147 | val_loss: 0.0311371 | Time: 1988.5 ms [2022-04-13 11:04:46 main:581] : INFO : Epoch 1989 | loss: 0.0311145 | val_loss: 0.0311393 | Time: 2000.53 ms [2022-04-13 11:04:48 main:581] : INFO : Epoch 1990 | loss: 0.0311141 | val_loss: 0.0311384 | Time: 2016.61 ms [2022-04-13 11:04:50 main:581] : INFO : Epoch 1991 | loss: 0.0311149 | val_loss: 0.0311377 | Time: 1993.31 ms [2022-04-13 11:04:52 main:581] : INFO : Epoch 1992 | loss: 0.0311118 | val_loss: 0.0311385 | Time: 1981.07 ms [2022-04-13 11:04:54 main:581] : INFO : Epoch 1993 | loss: 0.0311116 | val_loss: 0.0311394 | Time: 1950.43 ms [2022-04-13 11:04:56 main:581] : INFO : Epoch 1994 | loss: 0.0311106 | val_loss: 0.031141 | Time: 1955.51 ms [2022-04-13 11:04:58 main:581] : INFO : Epoch 1995 | loss: 0.0311108 | val_loss: 0.0311435 | Time: 1986.43 ms [2022-04-13 11:05:00 main:581] : INFO : Epoch 1996 | loss: 0.0311126 | val_loss: 0.0311367 | Time: 1979.05 ms [2022-04-13 11:05:02 main:581] : INFO : Epoch 1997 | loss: 0.0311119 | val_loss: 0.0311337 | Time: 2005.86 ms [2022-04-13 11:05:04 main:581] : INFO : Epoch 1998 | loss: 0.03111 | val_loss: 0.0311372 | Time: 1998.01 ms [2022-04-13 11:05:06 main:581] : INFO : Epoch 1999 | loss: 0.0311138 | val_loss: 0.0311437 | Time: 2004.33 ms [2022-04-13 11:05:08 main:581] : INFO : Epoch 2000 | loss: 0.0311137 | val_loss: 0.031138 | Time: 1932.83 ms [2022-04-13 11:05:10 main:581] : INFO : Epoch 2001 | loss: 0.0311124 | val_loss: 0.0311383 | Time: 1978.61 ms [2022-04-13 11:05:12 main:581] : INFO : Epoch 2002 | loss: 0.0311108 | val_loss: 0.031136 | Time: 1985 ms [2022-04-13 11:05:14 main:581] : INFO : Epoch 2003 | loss: 0.0311111 | val_loss: 0.0311345 | Time: 2006.33 ms [2022-04-13 11:05:16 main:581] : INFO : Epoch 2004 | loss: 0.0311103 | val_loss: 0.0311361 | Time: 1964.55 ms [2022-04-13 11:05:18 main:581] : INFO : Epoch 2005 | loss: 0.0311087 | val_loss: 0.0311395 | Time: 1979.23 ms [2022-04-13 11:05:20 main:581] : INFO : Epoch 2006 | loss: 0.0311079 | val_loss: 0.0311418 | Time: 1945.18 ms [2022-04-13 11:05:22 main:581] : INFO : Epoch 2007 | loss: 0.03111 | val_loss: 0.0311413 | Time: 1979.94 ms [2022-04-13 11:05:24 main:581] : INFO : Epoch 2008 | loss: 0.0311091 | val_loss: 0.03114 | Time: 1987.22 ms [2022-04-13 11:05:26 main:581] : INFO : Epoch 2009 | loss: 0.0311086 | val_loss: 0.0311433 | Time: 1933.65 ms [2022-04-13 11:05:28 main:581] : INFO : Epoch 2010 | loss: 0.0311085 | val_loss: 0.0311422 | Time: 2009.45 ms [2022-04-13 11:05:30 main:581] : INFO : Epoch 2011 | loss: 0.0311073 | val_loss: 0.0311397 | Time: 1991.55 ms [2022-04-13 11:05:32 main:581] : INFO : Epoch 2012 | loss: 0.0311069 | val_loss: 0.0311381 | Time: 1959.33 ms [2022-04-13 11:05:34 main:581] : INFO : Epoch 2013 | loss: 0.0311058 | val_loss: 0.031137 | Time: 1954.76 ms [2022-04-13 11:05:36 main:581] : INFO : Epoch 2014 | loss: 0.0311063 | val_loss: 0.0311377 | Time: 2019.3 ms [2022-04-13 11:05:38 main:581] : INFO : Epoch 2015 | loss: 0.0311053 | val_loss: 0.0311348 | Time: 1954.93 ms [2022-04-13 11:05:40 main:581] : INFO : Epoch 2016 | loss: 0.031107 | val_loss: 0.0311356 | Time: 1985.67 ms [2022-04-13 11:05:42 main:581] : INFO : Epoch 2017 | loss: 0.0311068 | val_loss: 0.0311279 | Time: 1999.04 ms [2022-04-13 11:05:44 main:581] : INFO : Epoch 2018 | loss: 0.0311071 | val_loss: 0.0311354 | Time: 1946.69 ms [2022-04-13 11:05:46 main:581] : INFO : Epoch 2019 | loss: 0.0311028 | val_loss: 0.0311314 | Time: 2018.14 ms [2022-04-13 11:05:48 main:581] : INFO : Epoch 2020 | loss: 0.0311046 | val_loss: 0.0311326 | Time: 1995.09 ms [2022-04-13 11:05:50 main:581] : INFO : Epoch 2021 | loss: 0.0311061 | val_loss: 0.0311346 | Time: 2029.85 ms [2022-04-13 11:05:52 main:581] : INFO : Epoch 2022 | loss: 0.0311087 | val_loss: 0.0311309 | Time: 1956.07 ms [2022-04-13 11:05:54 main:581] : INFO : Epoch 2023 | loss: 0.0311068 | val_loss: 0.0311266 | Time: 1968.8 ms [2022-04-13 11:05:56 main:581] : INFO : Epoch 2024 | loss: 0.0311038 | val_loss: 0.0311246 | Time: 1938.14 ms [2022-04-13 11:05:58 main:581] : INFO : Epoch 2025 | loss: 0.0311044 | val_loss: 0.0311306 | Time: 1985.47 ms [2022-04-13 11:06:00 main:581] : INFO : Epoch 2026 | loss: 0.0311022 | val_loss: 0.0311282 | Time: 2003.12 ms [2022-04-13 11:06:02 main:581] : INFO : Epoch 2027 | loss: 0.0311022 | val_loss: 0.0311336 | Time: 2007.71 ms [2022-04-13 11:06:04 main:581] : INFO : Epoch 2028 | loss: 0.0311026 | val_loss: 0.0311251 | Time: 1951.49 ms [2022-04-13 11:06:06 main:581] : INFO : Epoch 2029 | loss: 0.0310996 | val_loss: 0.0311282 | Time: 1954.84 ms [2022-04-13 11:06:08 main:581] : INFO : Epoch 2030 | loss: 0.0310992 | val_loss: 0.0311258 | Time: 2030.53 ms [2022-04-13 11:06:10 main:581] : INFO : Epoch 2031 | loss: 0.0310991 | val_loss: 0.0311261 | Time: 2023.77 ms [2022-04-13 11:06:12 main:581] : INFO : Epoch 2032 | loss: 0.0310999 | val_loss: 0.0311265 | Time: 1987.5 ms [2022-04-13 11:06:14 main:581] : INFO : Epoch 2033 | loss: 0.0310991 | val_loss: 0.0311284 | Time: 1996.2 ms [2022-04-13 11:06:16 main:581] : INFO : Epoch 2034 | loss: 0.0310984 | val_loss: 0.0311288 | Time: 2018.82 ms [2022-04-13 11:06:18 main:581] : INFO : Epoch 2035 | loss: 0.0310992 | val_loss: 0.0311252 | Time: 1989.74 ms [2022-04-13 11:06:20 main:581] : INFO : Epoch 2036 | loss: 0.0310974 | val_loss: 0.0311276 | Time: 1986.54 ms [2022-04-13 11:06:22 main:581] : INFO : Epoch 2037 | loss: 0.0310969 | val_loss: 0.031128 | Time: 2010.96 ms [2022-04-13 11:06:24 main:581] : INFO : Epoch 2038 | loss: 0.0311003 | val_loss: 0.0311361 | Time: 1988.17 ms [2022-04-13 11:06:26 main:581] : INFO : Epoch 2039 | loss: 0.0311061 | val_loss: 0.031131 | Time: 1991.06 ms [2022-04-13 11:06:28 main:581] : INFO : Epoch 2040 | loss: 0.0311057 | val_loss: 0.0311344 | Time: 2006.94 ms [2022-04-13 11:06:30 main:581] : INFO : Epoch 2041 | loss: 0.0311041 | val_loss: 0.0311307 | Time: 1970.7 ms [2022-04-13 11:06:32 main:581] : INFO : Epoch 2042 | loss: 0.0311023 | val_loss: 0.0311312 | Time: 2028.74 ms [2022-04-13 11:06:34 main:581] : INFO : Epoch 2043 | loss: 0.0310996 | val_loss: 0.0311325 | Time: 2031.07 ms [2022-04-13 11:06:36 main:581] : INFO : Epoch 2044 | loss: 0.0310989 | val_loss: 0.0311305 | Time: 2018.22 ms [2022-04-13 11:06:38 main:581] : INFO : Epoch 2045 | loss: 0.0311003 | val_loss: 0.0311302 | Time: 2006.7 ms [2022-04-13 11:06:40 main:581] : INFO : Epoch 2046 | loss: 0.0311006 | val_loss: 0.0311295 | Time: 2003.13 ms [2022-04-13 11:06:42 main:581] : INFO : Epoch 2047 | loss: 0.0310992 | val_loss: 0.0311294 | Time: 2028.28 ms [2022-04-13 11:06:44 main:581] : INFO : Epoch 2048 | loss: 0.0310994 | val_loss: 0.0311283 | Time: 1972.42 ms [2022-04-13 11:06:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311283 [2022-04-13 11:06:44 main:610] : INFO : Saving end state to config to file [2022-04-13 11:06:44 main:615] : INFO : Success, exiting.. 11:06:44 (304340): 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)