Task 14618640
| Name | ParityModified-1647044742-824-2-0_1 |
| Workunit | 11034395 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 12 Apr 2022, 22:49:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 53 sec |
| CPU time | 1 hours 8 min 51 sec |
| 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>
main:581] : INFO : Epoch 1538 | loss: 0.0310977 | val_loss: 0.0311289 | Time: 2058.71 ms
[2022-04-12 15:31:49 main:581] : INFO : Epoch 1539 | loss: 0.0310972 | val_loss: 0.0311325 | Time: 2028.43 ms
[2022-04-12 15:31:51 main:581] : INFO : Epoch 1540 | loss: 0.0310973 | val_loss: 0.0311319 | Time: 2042.78 ms
[2022-04-12 15:31:53 main:581] : INFO : Epoch 1541 | loss: 0.0310974 | val_loss: 0.031135 | Time: 2036.16 ms
[2022-04-12 15:31:55 main:581] : INFO : Epoch 1542 | loss: 0.0310969 | val_loss: 0.0311331 | Time: 2026.58 ms
[2022-04-12 15:31:57 main:581] : INFO : Epoch 1543 | loss: 0.0310963 | val_loss: 0.0311238 | Time: 1947.42 ms
[2022-04-12 15:31:59 main:581] : INFO : Epoch 1544 | loss: 0.0310943 | val_loss: 0.0311326 | Time: 2056.01 ms
[2022-04-12 15:32:01 main:581] : INFO : Epoch 1545 | loss: 0.0310945 | val_loss: 0.0311294 | Time: 2030.27 ms
[2022-04-12 15:32:03 main:581] : INFO : Epoch 1546 | loss: 0.0310972 | val_loss: 0.031126 | Time: 2005.29 ms
[2022-04-12 15:32:05 main:581] : INFO : Epoch 1547 | loss: 0.0310995 | val_loss: 0.0311367 | Time: 2035.28 ms
[2022-04-12 15:32:07 main:581] : INFO : Epoch 1548 | loss: 0.0311009 | val_loss: 0.0311313 | Time: 2044.63 ms
[2022-04-12 15:32:09 main:581] : INFO : Epoch 1549 | loss: 0.0310958 | val_loss: 0.0311318 | Time: 2045.37 ms
[2022-04-12 15:32:11 main:581] : INFO : Epoch 1550 | loss: 0.031094 | val_loss: 0.0311302 | Time: 2027.97 ms
[2022-04-12 15:32:13 main:581] : INFO : Epoch 1551 | loss: 0.0310932 | val_loss: 0.031132 | Time: 2011.83 ms
[2022-04-12 15:32:15 main:581] : INFO : Epoch 1552 | loss: 0.0310933 | val_loss: 0.031131 | Time: 2032.54 ms
[2022-04-12 15:32:17 main:581] : INFO : Epoch 1553 | loss: 0.0310956 | val_loss: 0.0311303 | Time: 2013.45 ms
[2022-04-12 15:32:19 main:581] : INFO : Epoch 1554 | loss: 0.031094 | val_loss: 0.031133 | Time: 2017.94 ms
[2022-04-12 15:32:21 main:581] : INFO : Epoch 1555 | loss: 0.0310937 | val_loss: 0.0311324 | Time: 1955.33 ms
[2022-04-12 15:32:23 main:581] : INFO : Epoch 1556 | loss: 0.0310919 | val_loss: 0.0311354 | Time: 1956.44 ms
[2022-04-12 15:32:25 main:581] : INFO : Epoch 1557 | loss: 0.0310912 | val_loss: 0.031135 | Time: 2019.86 ms
[2022-04-12 15:32:27 main:581] : INFO : Epoch 1558 | loss: 0.0310914 | val_loss: 0.031135 | Time: 2003.83 ms
[2022-04-12 15:32:29 main:581] : INFO : Epoch 1559 | loss: 0.0310957 | val_loss: 0.0311311 | Time: 1981.32 ms
[2022-04-12 15:32:31 main:581] : INFO : Epoch 1560 | loss: 0.0310947 | val_loss: 0.0311314 | Time: 2009.56 ms
[2022-04-12 15:32:33 main:581] : INFO : Epoch 1561 | loss: 0.0310922 | val_loss: 0.031133 | Time: 2022.71 ms
[2022-04-12 15:32:35 main:581] : INFO : Epoch 1562 | loss: 0.0310947 | val_loss: 0.0311305 | Time: 2008.83 ms
[2022-04-12 15:32:37 main:581] : INFO : Epoch 1563 | loss: 0.0310953 | val_loss: 0.0311327 | Time: 2021.86 ms
[2022-04-12 15:32:39 main:581] : INFO : Epoch 1564 | loss: 0.0310949 | val_loss: 0.0311272 | Time: 1973.43 ms
[2022-04-12 15:32:41 main:581] : INFO : Epoch 1565 | loss: 0.0310917 | val_loss: 0.0311356 | Time: 2003.82 ms
[2022-04-12 15:32:43 main:581] : INFO : Epoch 1566 | loss: 0.0310911 | val_loss: 0.0311317 | Time: 2009.24 ms
[2022-04-12 15:32:45 main:581] : INFO : Epoch 1567 | loss: 0.0310943 | val_loss: 0.0311378 | Time: 1957.64 ms
[2022-04-12 15:32:47 main:581] : INFO : Epoch 1568 | loss: 0.031098 | val_loss: 0.0311357 | Time: 2021.4 ms
[2022-04-12 15:32:49 main:581] : INFO : Epoch 1569 | loss: 0.0310948 | val_loss: 0.0311326 | Time: 2017.36 ms
[2022-04-12 15:32:51 main:581] : INFO : Epoch 1570 | loss: 0.0310943 | val_loss: 0.0311387 | Time: 1973.53 ms
[2022-04-12 15:32:53 main:581] : INFO : Epoch 1571 | loss: 0.0310927 | val_loss: 0.031134 | Time: 1994.89 ms
[2022-04-12 15:32:55 main:581] : INFO : Epoch 1572 | loss: 0.0310987 | val_loss: 0.0311292 | Time: 2024.45 ms
[2022-04-12 15:32:57 main:581] : INFO : Epoch 1573 | loss: 0.0310974 | val_loss: 0.031128 | Time: 2028.97 ms
[2022-04-12 15:32:59 main:581] : INFO : Epoch 1574 | loss: 0.0310934 | val_loss: 0.0311335 | Time: 1993.59 ms
[2022-04-12 15:33:01 main:581] : INFO : Epoch 1575 | loss: 0.0310922 | val_loss: 0.031133 | Time: 1962.1 ms
[2022-04-12 15:33:03 main:581] : INFO : Epoch 1576 | loss: 0.0310962 | val_loss: 0.03113 | Time: 1982.94 ms
[2022-04-12 15:33:05 main:581] : INFO : Epoch 1577 | loss: 0.0310936 | val_loss: 0.031138 | Time: 2021.61 ms
[2022-04-12 15:33:07 main:581] : INFO : Epoch 1578 | loss: 0.0310891 | val_loss: 0.0311323 | Time: 2023.57 ms
[2022-04-12 15:33:09 main:581] : INFO : Epoch 1579 | loss: 0.0310908 | val_loss: 0.0311301 | Time: 2017.57 ms
[2022-04-12 15:33:11 main:581] : INFO : Epoch 1580 | loss: 0.0310898 | val_loss: 0.0311329 | Time: 1999.75 ms
[2022-04-12 15:33:13 main:581] : INFO : Epoch 1581 | loss: 0.03109 | val_loss: 0.0311351 | Time: 2014.28 ms
[2022-04-12 15:33:15 main:581] : INFO : Epoch 1582 | loss: 0.0310988 | val_loss: 0.0311297 | Time: 2025.71 ms
[2022-04-12 15:33:17 main:581] : INFO : Epoch 1583 | loss: 0.0311002 | val_loss: 0.0311305 | Time: 2028.7 ms
[2022-04-12 15:33:19 main:581] : INFO : Epoch 1584 | loss: 0.031097 | val_loss: 0.0311337 | Time: 2024.33 ms
[2022-04-12 15:33:21 main:581] : INFO : Epoch 1585 | loss: 0.031093 | val_loss: 0.0311286 | Time: 1997.48 ms
[2022-04-12 15:33:23 main:581] : INFO : Epoch 1586 | loss: 0.0310911 | val_loss: 0.0311309 | Time: 2001.63 ms
[2022-04-12 15:33:25 main:581] : INFO : Epoch 1587 | loss: 0.0310913 | val_loss: 0.0311332 | Time: 2028.34 ms
[2022-04-12 15:33:27 main:581] : INFO : Epoch 1588 | loss: 0.031103 | val_loss: 0.0311299 | Time: 2029.78 ms
[2022-04-12 15:33:29 main:581] : INFO : Epoch 1589 | loss: 0.0311008 | val_loss: 0.0311295 | Time: 1957.52 ms
[2022-04-12 15:33:31 main:581] : INFO : Epoch 1590 | loss: 0.0310953 | val_loss: 0.0311299 | Time: 2026.5 ms
[2022-04-12 15:33:33 main:581] : INFO : Epoch 1591 | loss: 0.0310931 | val_loss: 0.0311275 | Time: 2037.42 ms
[2022-04-12 15:33:35 main:581] : INFO : Epoch 1592 | loss: 0.0310936 | val_loss: 0.0311385 | Time: 2037.76 ms
[2022-04-12 15:33:37 main:581] : INFO : Epoch 1593 | loss: 0.0310993 | val_loss: 0.0311346 | Time: 2011.39 ms
[2022-04-12 15:33:40 main:581] : INFO : Epoch 1594 | loss: 0.0311016 | val_loss: 0.0311331 | Time: 2015.31 ms
[2022-04-12 15:33:42 main:581] : INFO : Epoch 1595 | loss: 0.031099 | val_loss: 0.031123 | Time: 2020.49 ms
[2022-04-12 15:33:44 main:581] : INFO : Epoch 1596 | loss: 0.0310926 | val_loss: 0.0311299 | Time: 1996.31 ms
[2022-04-12 15:33:46 main:581] : INFO : Epoch 1597 | loss: 0.0310922 | val_loss: 0.0311337 | Time: 2010.24 ms
[2022-04-12 15:33:48 main:581] : INFO : Epoch 1598 | loss: 0.031091 | val_loss: 0.0311322 | Time: 2018.1 ms
[2022-04-12 15:33:50 main:581] : INFO : Epoch 1599 | loss: 0.031095 | val_loss: 0.0311281 | Time: 2028.99 ms
[2022-04-12 15:33:52 main:581] : INFO : Epoch 1600 | loss: 0.0310912 | val_loss: 0.0311306 | Time: 1997.79 ms
[2022-04-12 15:33:54 main:581] : INFO : Epoch 1601 | loss: 0.0310909 | val_loss: 0.0311276 | Time: 2045.15 ms
[2022-04-12 15:33:56 main:581] : INFO : Epoch 1602 | loss: 0.0310945 | val_loss: 0.0311313 | Time: 1998.16 ms
[2022-04-12 15:33:58 main:581] : INFO : Epoch 1603 | loss: 0.031093 | val_loss: 0.0311312 | Time: 2003.96 ms
[2022-04-12 15:34:00 main:581] : INFO : Epoch 1604 | loss: 0.0310903 | val_loss: 0.0311333 | Time: 1905.65 ms
[2022-04-12 15:34:02 main:581] : INFO : Epoch 1605 | loss: 0.031093 | val_loss: 0.031135 | Time: 2032.21 ms
[2022-04-12 15:34:04 main:581] : INFO : Epoch 1606 | loss: 0.0310935 | val_loss: 0.0311313 | Time: 2022.27 ms
[2022-04-12 15:34:06 main:581] : INFO : Epoch 1607 | loss: 0.0310906 | val_loss: 0.0311303 | Time: 2028.54 ms
[2022-04-12 15:34:08 main:581] : INFO : Epoch 1608 | loss: 0.0310905 | val_loss: 0.0311285 | Time: 1994.69 ms
[2022-04-12 15:34:10 main:581] : INFO : Epoch 1609 | loss: 0.0310926 | val_loss: 0.0311349 | Time: 1998.9 ms
[2022-04-12 15:34:12 main:581] : INFO : Epoch 1610 | loss: 0.0310937 | val_loss: 0.031132 | Time: 1982.98 ms
[2022-04-12 15:34:14 main:581] : INFO : Epoch 1611 | loss: 0.031094 | val_loss: 0.0311346 | Time: 2003.53 ms
[2022-04-12 15:34:16 main:581] : INFO : Epoch 1612 | loss: 0.031094 | val_loss: 0.0311333 | Time: 1965.85 ms
[2022-04-12 15:34:18 main:581] : INFO : Epoch 1613 | loss: 0.0310955 | val_loss: 0.0311267 | Time: 1970.92 ms
[2022-04-12 15:34:20 main:581] : INFO : Epoch 1614 | loss: 0.0310927 | val_loss: 0.0311342 | Time: 2034.26 ms
[2022-04-12 15:34:22 main:581] : INFO : Epoch 1615 | loss: 0.031093 | val_loss: 0.0311336 | Time: 2028.3 ms
[2022-04-12 15:34:24 main:581] : INFO : Epoch 1616 | loss: 0.0310897 | val_loss: 0.0311251 | Time: 1981.19 ms
[2022-04-12 15:34:26 main:581] : INFO : Epoch 1617 | loss: 0.0310888 | val_loss: 0.0311337 | Time: 2035.04 ms
[2022-04-12 15:34:28 main:581] : INFO : Epoch 1618 | loss: 0.031092 | val_loss: 0.0311249 | Time: 2020.94 ms
[2022-04-12 15:34:30 main:581] : INFO : Epoch 1619 | loss: 0.0310896 | val_loss: 0.031124 | Time: 1958.51 ms
[2022-04-12 15:34:32 main:581] : INFO : Epoch 1620 | loss: 0.0310914 | val_loss: 0.0311333 | Time: 2018.29 ms
[2022-04-12 15:34:34 main:581] : INFO : Epoch 1621 | loss: 0.0310901 | val_loss: 0.0311254 | Time: 2023.71 ms
[2022-04-12 15:34:36 main:581] : INFO : Epoch 1622 | loss: 0.0310881 | val_loss: 0.0311291 | Time: 2035.32 ms
[2022-04-12 15:34:38 main:581] : INFO : Epoch 1623 | loss: 0.0310922 | val_loss: 0.0311265 | Time: 1960.95 ms
[2022-04-12 15:34:40 main:581] : INFO : Epoch 1624 | loss: 0.0310906 | val_loss: 0.0311318 | Time: 2005.26 ms
[2022-04-12 15:34:42 main:581] : INFO : Epoch 1625 | loss: 0.0310872 | val_loss: 0.0311277 | Time: 1997.77 ms
[2022-04-12 15:34:44 main:581] : INFO : Epoch 1626 | loss: 0.0310927 | val_loss: 0.0311245 | Time: 2006.2 ms
[2022-04-12 15:34:46 main:581] : INFO : Epoch 1627 | loss: 0.0310904 | val_loss: 0.0311329 | Time: 1987.96 ms
[2022-04-12 15:34:48 main:581] : INFO : Epoch 1628 | loss: 0.0310887 | val_loss: 0.0311309 | Time: 2040.23 ms
[2022-04-12 15:34:50 main:581] : INFO : Epoch 1629 | loss: 0.0310906 | val_loss: 0.0311245 | Time: 1985.06 ms
[2022-04-12 15:34:52 main:581] : INFO : Epoch 1630 | loss: 0.0310897 | val_loss: 0.0311259 | Time: 2022.82 ms
[2022-04-12 15:34:54 main:581] : INFO : Epoch 1631 | loss: 0.0310878 | val_loss: 0.0311231 | Time: 1999.34 ms
[2022-04-12 15:34:56 main:581] : INFO : Epoch 1632 | loss: 0.0310871 | val_loss: 0.0311332 | Time: 2009 ms
[2022-04-12 15:34:58 main:581] : INFO : Epoch 1633 | loss: 0.0310899 | val_loss: 0.0311315 | Time: 2014.43 ms
[2022-04-12 15:35:00 main:581] : INFO : Epoch 1634 | loss: 0.0310924 | val_loss: 0.0311263 | Time: 1964.6 ms
[2022-04-12 15:35:02 main:581] : INFO : Epoch 1635 | loss: 0.0310869 | val_loss: 0.0311317 | Time: 1990.96 ms
[2022-04-12 15:35:04 main:581] : INFO : Epoch 1636 | loss: 0.0310856 | val_loss: 0.0311375 | Time: 1990.44 ms
[2022-04-12 15:35:06 main:581] : INFO : Epoch 1637 | loss: 0.0310847 | val_loss: 0.0311275 | Time: 1963.98 ms
[2022-04-12 15:35:08 main:581] : INFO : Epoch 1638 | loss: 0.0310845 | val_loss: 0.0311362 | Time: 1995.75 ms
[2022-04-12 15:35:10 main:581] : INFO : Epoch 1639 | loss: 0.0310853 | val_loss: 0.0311354 | Time: 2002.47 ms
[2022-04-12 15:35:12 main:581] : INFO : Epoch 1640 | loss: 0.0310853 | val_loss: 0.031124 | Time: 2005.73 ms
[2022-04-12 15:35:14 main:581] : INFO : Epoch 1641 | loss: 0.0310991 | val_loss: 0.0311305 | Time: 2047.97 ms
[2022-04-12 15:35:16 main:581] : INFO : Epoch 1642 | loss: 0.0310966 | val_loss: 0.0311314 | Time: 2003.91 ms
[2022-04-12 15:35:18 main:581] : INFO : Epoch 1643 | loss: 0.0310957 | val_loss: 0.0311258 | Time: 1984.53 ms
[2022-04-12 15:35:20 main:581] : INFO : Epoch 1644 | loss: 0.0310923 | val_loss: 0.0311289 | Time: 2004.07 ms
[2022-04-12 15:35:22 main:581] : INFO : Epoch 1645 | loss: 0.0310895 | val_loss: 0.0311274 | Time: 2025.25 ms
[2022-04-12 15:35:24 main:581] : INFO : Epoch 1646 | loss: 0.0310905 | val_loss: 0.0311245 | Time: 2017.82 ms
[2022-04-12 15:35:26 main:581] : INFO : Epoch 1647 | loss: 0.0310853 | val_loss: 0.0311245 | Time: 2028.17 ms
[2022-04-12 15:35:28 main:581] : INFO : Epoch 1648 | loss: 0.0310848 | val_loss: 0.0311226 | Time: 2019.14 ms
[2022-04-12 15:35:30 main:581] : INFO : Epoch 1649 | loss: 0.031089 | val_loss: 0.0311272 | Time: 2016.9 ms
[2022-04-12 15:35:32 main:581] : INFO : Epoch 1650 | loss: 0.0310897 | val_loss: 0.031132 | Time: 1997.29 ms
[2022-04-12 15:35:34 main:581] : INFO : Epoch 1651 | loss: 0.0310899 | val_loss: 0.0311256 | Time: 2000.06 ms
[2022-04-12 15:35:36 main:581] : INFO : Epoch 1652 | loss: 0.0310893 | val_loss: 0.0311305 | Time: 2030.96 ms
[2022-04-12 15:35:38 main:581] : INFO : Epoch 1653 | loss: 0.0310884 | val_loss: 0.0311271 | Time: 2044.61 ms
[2022-04-12 15:35:40 main:581] : INFO : Epoch 1654 | loss: 0.0310899 | val_loss: 0.0311277 | Time: 2030.82 ms
[2022-04-12 15:35:42 main:581] : INFO : Epoch 1655 | loss: 0.0310945 | val_loss: 0.0311288 | Time: 1991.77 ms
[2022-04-12 15:35:44 main:581] : INFO : Epoch 1656 | loss: 0.0310924 | val_loss: 0.0311263 | Time: 1985.78 ms
[2022-04-12 15:35:46 main:581] : INFO : Epoch 1657 | loss: 0.0310919 | val_loss: 0.0311237 | Time: 2016.49 ms
[2022-04-12 15:35:48 main:581] : INFO : Epoch 1658 | loss: 0.0310924 | val_loss: 0.0311312 | Time: 1989.57 ms
[2022-04-12 15:35:50 main:581] : INFO : Epoch 1659 | loss: 0.0310875 | val_loss: 0.0311261 | Time: 2013.19 ms
[2022-04-12 15:35:52 main:581] : INFO : Epoch 1660 | loss: 0.0310863 | val_loss: 0.0311287 | Time: 1985.64 ms
[2022-04-12 15:35:54 main:581] : INFO : Epoch 1661 | loss: 0.0310853 | val_loss: 0.031126 | Time: 2006.56 ms
[2022-04-12 15:35:56 main:581] : INFO : Epoch 1662 | loss: 0.0310849 | val_loss: 0.0311239 | Time: 2037.83 ms
[2022-04-12 15:35:58 main:581] : INFO : Epoch 1663 | loss: 0.0310839 | val_loss: 0.0311252 | Time: 1992.97 ms
[2022-04-12 15:36:00 main:581] : INFO : Epoch 1664 | loss: 0.0310861 | val_loss: 0.0311312 | Time: 1970.15 ms
[2022-04-12 15:36:02 main:581] : INFO : Epoch 1665 | loss: 0.0310887 | val_loss: 0.0311352 | Time: 2028.86 ms
[2022-04-12 15:36:04 main:581] : INFO : Epoch 1666 | loss: 0.031091 | val_loss: 0.0311353 | Time: 1998.14 ms
[2022-04-12 15:36:06 main:581] : INFO : Epoch 1667 | loss: 0.0310889 | val_loss: 0.0311307 | Time: 2008.52 ms
[2022-04-12 15:36:08 main:581] : INFO : Epoch 1668 | loss: 0.0310885 | val_loss: 0.0311342 | Time: 2201.11 ms
[2022-04-12 15:36:10 main:581] : INFO : Epoch 1669 | loss: 0.0310926 | val_loss: 0.0311315 | Time: 2112.99 ms
[2022-04-12 15:36:12 main:581] : INFO : Epoch 1670 | loss: 0.0310966 | val_loss: 0.0311279 | Time: 2005.41 ms
[2022-04-12 15:36:14 main:581] : INFO : Epoch 1671 | loss: 0.0310922 | val_loss: 0.0311261 | Time: 2003.19 ms
[2022-04-12 15:36:16 main:581] : INFO : Epoch 1672 | loss: 0.0310898 | val_loss: 0.0311276 | Time: 2001.33 ms
[2022-04-12 15:36:18 main:581] : INFO : Epoch 1673 | loss: 0.031087 | val_loss: 0.0311286 | Time: 1971.61 ms
[2022-04-12 15:36:20 main:581] : INFO : Epoch 1674 | loss: 0.031086 | val_loss: 0.0311262 | Time: 2014.36 ms
[2022-04-12 15:36:22 main:581] : INFO : Epoch 1675 | loss: 0.0310927 | val_loss: 0.03113 | Time: 2024.96 ms
[2022-04-12 15:36:24 main:581] : INFO : Epoch 1676 | loss: 0.0310923 | val_loss: 0.0311223 | Time: 1959.37 ms
[2022-04-12 15:36:26 main:581] : INFO : Epoch 1677 | loss: 0.0310895 | val_loss: 0.0311309 | Time: 2021.22 ms
[2022-04-12 15:36:28 main:581] : INFO : Epoch 1678 | loss: 0.0310888 | val_loss: 0.0311335 | Time: 2005.48 ms
[2022-04-12 15:36:30 main:581] : INFO : Epoch 1679 | loss: 0.031087 | val_loss: 0.0311328 | Time: 2010.31 ms
[2022-04-12 15:36:32 main:581] : INFO : Epoch 1680 | loss: 0.0310867 | val_loss: 0.031129 | Time: 1993.03 ms
[2022-04-12 15:36:34 main:581] : INFO : Epoch 1681 | loss: 0.0310852 | val_loss: 0.0311355 | Time: 1984.41 ms
[2022-04-12 15:36:36 main:581] : INFO : Epoch 1682 | loss: 0.0310851 | val_loss: 0.0311291 | Time: 1996.67 ms
[2022-04-12 15:36:38 main:581] : INFO : Epoch 1683 | loss: 0.031084 | val_loss: 0.0311261 | Time: 2023.55 ms
[2022-04-12 15:36:40 main:581] : INFO : Epoch 1684 | loss: 0.0310926 | val_loss: 0.0311311 | Time: 2017.96 ms
[2022-04-12 15:36:42 main:581] : INFO : Epoch 1685 | loss: 0.0311047 | val_loss: 0.0311288 | Time: 2035.04 ms
[2022-04-12 15:36:44 main:581] : INFO : Epoch 1686 | loss: 0.0311057 | val_loss: 0.0311221 | Time: 2009.25 ms
[2022-04-12 15:36:46 main:581] : INFO : Epoch 1687 | loss: 0.031108 | val_loss: 0.0311217 | Time: 2003.73 ms
[2022-04-12 15:36:48 main:581] : INFO : Epoch 1688 | loss: 0.0311131 | val_loss: 0.031139 | Time: 2011.83 ms
[2022-04-12 15:36:50 main:581] : INFO : Epoch 1689 | loss: 0.0311305 | val_loss: 0.0311336 | Time: 1994.94 ms
[2022-04-12 15:36:52 main:581] : INFO : Epoch 1690 | loss: 0.0311275 | val_loss: 0.0311312 | Time: 2004.18 ms
[2022-04-12 15:36:54 main:581] : INFO : Epoch 1691 | loss: 0.0311195 | val_loss: 0.0311253 | Time: 2012.38 ms
[2022-04-12 15:36:56 main:581] : INFO : Epoch 1692 | loss: 0.0311167 | val_loss: 0.0311255 | Time: 1997.41 ms
[2022-04-12 15:36:58 main:581] : INFO : Epoch 1693 | loss: 0.031116 | val_loss: 0.0311287 | Time: 2002.15 ms
[2022-04-12 15:37:00 main:581] : INFO : Epoch 1694 | loss: 0.0311137 | val_loss: 0.0311268 | Time: 2005.26 ms
[2022-04-12 15:37:02 main:581] : INFO : Epoch 1695 | loss: 0.0311114 | val_loss: 0.031127 | Time: 1982.88 ms
[2022-04-12 15:37:04 main:581] : INFO : Epoch 1696 | loss: 0.0311091 | val_loss: 0.031125 | Time: 2007.07 ms
[2022-04-12 15:37:06 main:581] : INFO : Epoch 1697 | loss: 0.0311078 | val_loss: 0.0311249 | Time: 1981.19 ms
[2022-04-12 15:37:08 main:581] : INFO : Epoch 1698 | loss: 0.031106 | val_loss: 0.0311233 | Time: 2006.59 ms
[2022-04-12 15:37:10 main:581] : INFO : Epoch 1699 | loss: 0.0311077 | val_loss: 0.03112 | Time: 2011.58 ms
[2022-04-12 15:37:12 main:581] : INFO : Epoch 1700 | loss: 0.0311068 | val_loss: 0.0311196 | Time: 1984 ms
[2022-04-12 15:37:14 main:581] : INFO : Epoch 1701 | loss: 0.0311059 | val_loss: 0.0311197 | Time: 2013.37 ms
[2022-04-12 15:37:16 main:581] : INFO : Epoch 1702 | loss: 0.0311429 | val_loss: 0.0311595 | Time: 1995.95 ms
[2022-04-12 15:37:18 main:581] : INFO : Epoch 1703 | loss: 0.0311635 | val_loss: 0.0311581 | Time: 1962.36 ms
[2022-04-12 15:37:20 main:581] : INFO : Epoch 1704 | loss: 0.0311571 | val_loss: 0.0311525 | Time: 2028.28 ms
[2022-04-12 15:37:22 main:581] : INFO : Epoch 1705 | loss: 0.0311515 | val_loss: 0.0311466 | Time: 2008.12 ms
[2022-04-12 15:37:24 main:581] : INFO : Epoch 1706 | loss: 0.0311468 | val_loss: 0.0311459 | Time: 2007.25 ms
[2022-04-12 15:37:26 main:581] : INFO : Epoch 1707 | loss: 0.0311442 | val_loss: 0.0311425 | Time: 2017.46 ms
[2022-04-12 15:37:28 main:581] : INFO : Epoch 1708 | loss: 0.0311423 | val_loss: 0.031142 | Time: 2015.51 ms
[2022-04-12 15:37:30 main:581] : INFO : Epoch 1709 | loss: 0.0311392 | val_loss: 0.031141 | Time: 2001.34 ms
[2022-04-12 15:37:32 main:581] : INFO : Epoch 1710 | loss: 0.0311377 | val_loss: 0.0311402 | Time: 2017.16 ms
[2022-04-12 15:37:34 main:581] : INFO : Epoch 1711 | loss: 0.0311364 | val_loss: 0.0311404 | Time: 2069.99 ms
[2022-04-12 15:37:37 main:581] : INFO : Epoch 1712 | loss: 0.0311347 | val_loss: 0.0311431 | Time: 2049.63 ms
[2022-04-12 15:37:39 main:581] : INFO : Epoch 1713 | loss: 0.0311334 | val_loss: 0.0311394 | Time: 2025.89 ms
[2022-04-12 15:37:41 main:581] : INFO : Epoch 1714 | loss: 0.0311363 | val_loss: 0.0311514 | Time: 2007.16 ms
[2022-04-12 15:37:43 main:581] : INFO : Epoch 1715 | loss: 0.0311377 | val_loss: 0.0311419 | Time: 1990.81 ms
[2022-04-12 15:37:45 main:581] : INFO : Epoch 1716 | loss: 0.0311337 | val_loss: 0.0311407 | Time: 2012.35 ms
[2022-04-12 15:37:47 main:581] : INFO : Epoch 1717 | loss: 0.0311315 | val_loss: 0.0311394 | Time: 2017.01 ms
[2022-04-12 15:37:49 main:581] : INFO : Epoch 1718 | loss: 0.0311295 | val_loss: 0.0311364 | Time: 2000.93 ms
[2022-04-12 15:37:51 main:581] : INFO : Epoch 1719 | loss: 0.0311274 | val_loss: 0.0311383 | Time: 2003.73 ms
[2022-04-12 15:37:53 main:581] : INFO : Epoch 1720 | loss: 0.0311268 | val_loss: 0.0311378 | Time: 2018.44 ms
[2022-04-12 15:37:55 main:581] : INFO : Epoch 1721 | loss: 0.0311243 | val_loss: 0.0311364 | Time: 2016.55 ms
[2022-04-12 15:37:57 main:581] : INFO : Epoch 1722 | loss: 0.0311242 | val_loss: 0.0311439 | Time: 2026.12 ms
[2022-04-12 15:37:59 main:581] : INFO : Epoch 1723 | loss: 0.0311243 | val_loss: 0.0311366 | Time: 2029.95 ms
[2022-04-12 15:38:01 main:581] : INFO : Epoch 1724 | loss: 0.0311238 | val_loss: 0.0311394 | Time: 1998.95 ms
[2022-04-12 15:38:03 main:581] : INFO : Epoch 1725 | loss: 0.0311248 | val_loss: 0.0311387 | Time: 2026 ms
[2022-04-12 15:38:05 main:581] : INFO : Epoch 1726 | loss: 0.0311244 | val_loss: 0.0311361 | Time: 1983.39 ms
[2022-04-12 15:38:07 main:581] : INFO : Epoch 1727 | loss: 0.0311219 | val_loss: 0.031135 | Time: 2020.81 ms
[2022-04-12 15:38:09 main:581] : INFO : Epoch 1728 | loss: 0.0311183 | val_loss: 0.0311362 | Time: 2026.35 ms
[2022-04-12 15:38:11 main:581] : INFO : Epoch 1729 | loss: 0.0311173 | val_loss: 0.0311342 | Time: 2042.42 ms
[2022-04-12 15:38:13 main:581] : INFO : Epoch 1730 | loss: 0.0311168 | val_loss: 0.031136 | Time: 2032.86 ms
[2022-04-12 15:38:15 main:581] : INFO : Epoch 1731 | loss: 0.0311167 | val_loss: 0.0311336 | Time: 2001.5 ms
[2022-04-12 15:38:17 main:581] : INFO : Epoch 1732 | loss: 0.031116 | val_loss: 0.0311387 | Time: 2012.35 ms
[2022-04-12 15:38:19 main:581] : INFO : Epoch 1733 | loss: 0.0311157 | val_loss: 0.0311347 | Time: 2006.91 ms
[2022-04-12 15:38:21 main:581] : INFO : Epoch 1734 | loss: 0.0311163 | val_loss: 0.0311381 | Time: 1996.42 ms
[2022-04-12 15:38:23 main:581] : INFO : Epoch 1735 | loss: 0.0311146 | val_loss: 0.0311353 | Time: 1970.85 ms
[2022-04-12 15:38:25 main:581] : INFO : Epoch 1736 | loss: 0.0311141 | val_loss: 0.0311358 | Time: 1997.06 ms
[2022-04-12 15:38:27 main:581] : INFO : Epoch 1737 | loss: 0.0311157 | val_loss: 0.0311346 | Time: 1956.41 ms
[2022-04-12 15:38:29 main:581] : INFO : Epoch 1738 | loss: 0.0311161 | val_loss: 0.031136 | Time: 2004.15 ms
[2022-04-12 15:38:31 main:581] : INFO : Epoch 1739 | loss: 0.0311149 | val_loss: 0.0311361 | Time: 2002.92 ms
[2022-04-12 15:38:33 main:581] : INFO : Epoch 1740 | loss: 0.0311147 | val_loss: 0.0311366 | Time: 2032.99 ms
[2022-04-12 15:38:35 main:581] : INFO : Epoch 1741 | loss: 0.0311138 | val_loss: 0.0311358 | Time: 2023.15 ms
[2022-04-12 15:38:37 main:581] : INFO : Epoch 1742 | loss: 0.0311151 | val_loss: 0.0311378 | Time: 2014.91 ms
[2022-04-12 15:38:39 main:581] : INFO : Epoch 1743 | loss: 0.0311143 | val_loss: 0.0311352 | Time: 1996.75 ms
[2022-04-12 15:38:41 main:581] : INFO : Epoch 1744 | loss: 0.0311125 | val_loss: 0.031136 | Time: 2016.54 ms
[2022-04-12 15:38:43 main:581] : INFO : Epoch 1745 | loss: 0.0311108 | val_loss: 0.0311331 | Time: 1981.74 ms
[2022-04-12 15:38:45 main:581] : INFO : Epoch 1746 | loss: 0.0311107 | val_loss: 0.0311329 | Time: 1953.64 ms
[2022-04-12 15:38:47 main:581] : INFO : Epoch 1747 | loss: 0.0311104 | val_loss: 0.0311339 | Time: 1941.71 ms
[2022-04-12 15:38:49 main:581] : INFO : Epoch 1748 | loss: 0.0311107 | val_loss: 0.0311378 | Time: 2001.64 ms
[2022-04-12 15:38:51 main:581] : INFO : Epoch 1749 | loss: 0.0311118 | val_loss: 0.031138 | Time: 1972.36 ms
[2022-04-12 15:38:53 main:581] : INFO : Epoch 1750 | loss: 0.0311104 | val_loss: 0.0311327 | Time: 2005.96 ms
[2022-04-12 15:38:55 main:581] : INFO : Epoch 1751 | loss: 0.0311118 | val_loss: 0.031136 | Time: 2015.71 ms
[2022-04-12 15:38:57 main:581] : INFO : Epoch 1752 | loss: 0.0311126 | val_loss: 0.0311346 | Time: 2006.55 ms
[2022-04-12 15:38:59 main:581] : INFO : Epoch 1753 | loss: 0.0311113 | val_loss: 0.0311335 | Time: 2012.65 ms
[2022-04-12 15:39:01 main:581] : INFO : Epoch 1754 | loss: 0.0311099 | val_loss: 0.0311337 | Time: 2031.28 ms
[2022-04-12 15:39:03 main:581] : INFO : Epoch 1755 | loss: 0.0311091 | val_loss: 0.0311347 | Time: 2016.67 ms
[2022-04-12 15:39:05 main:581] : INFO : Epoch 1756 | loss: 0.0311104 | val_loss: 0.031134 | Time: 2010.43 ms
[2022-04-12 15:39:07 main:581] : INFO : Epoch 1757 | loss: 0.0311077 | val_loss: 0.0311339 | Time: 2006.87 ms
[2022-04-12 15:39:09 main:581] : INFO : Epoch 1758 | loss: 0.0311077 | val_loss: 0.0311358 | Time: 1949.93 ms
[2022-04-12 15:39:11 main:581] : INFO : Epoch 1759 | loss: 0.0311063 | val_loss: 0.0311386 | Time: 1959.31 ms
[2022-04-12 15:39:13 main:581] : INFO : Epoch 1760 | loss: 0.0311089 | val_loss: 0.0311385 | Time: 2018.71 ms
[2022-04-12 15:39:15 main:581] : INFO : Epoch 1761 | loss: 0.031111 | val_loss: 0.0311359 | Time: 2044.08 ms
[2022-04-12 15:39:17 main:581] : INFO : Epoch 1762 | loss: 0.0311142 | val_loss: 0.0311356 | Time: 1979.82 ms
[2022-04-12 15:39:19 main:581] : INFO : Epoch 1763 | loss: 0.03111 | val_loss: 0.0311447 | Time: 2021.53 ms
[2022-04-12 15:39:21 main:581] : INFO : Epoch 1764 | loss: 0.0311129 | val_loss: 0.031136 | Time: 2006.54 ms
[2022-04-12 15:39:23 main:581] : INFO : Epoch 1765 | loss: 0.0311097 | val_loss: 0.0311328 | Time: 2013.58 ms
[2022-04-12 15:39:25 main:581] : INFO : Epoch 1766 | loss: 0.031115 | val_loss: 0.0311399 | Time: 1999.16 ms
[2022-04-12 15:39:27 main:581] : INFO : Epoch 1767 | loss: 0.0311137 | val_loss: 0.0311345 | Time: 2024.18 ms
[2022-04-12 15:39:29 main:581] : INFO : Epoch 1768 | loss: 0.0311749 | val_loss: 0.0334003 | Time: 1997.48 ms
[2022-04-12 15:39:31 main:581] : INFO : Epoch 1769 | loss: 0.032803 | val_loss: 0.0332905 | Time: 1994.48 ms
[2022-04-12 15:39:33 main:581] : INFO : Epoch 1770 | loss: 0.0316546 | val_loss: 0.0312455 | Time: 2018.4 ms
[2022-04-12 15:39:35 main:581] : INFO : Epoch 1771 | loss: 0.0311811 | val_loss: 0.0311505 | Time: 1985.31 ms
[2022-04-12 15:39:37 main:581] : INFO : Epoch 1772 | loss: 0.0311305 | val_loss: 0.0311366 | Time: 2022.79 ms
[2022-04-12 15:39:39 main:581] : INFO : Epoch 1773 | loss: 0.031119 | val_loss: 0.0311339 | Time: 2026.56 ms
[2022-04-12 15:39:41 main:581] : INFO : Epoch 1774 | loss: 0.0311159 | val_loss: 0.0311331 | Time: 2005.58 ms
[2022-04-12 15:39:43 main:581] : INFO : Epoch 1775 | loss: 0.0311127 | val_loss: 0.031131 | Time: 2001.22 ms
[2022-04-12 15:39:45 main:581] : INFO : Epoch 1776 | loss: 0.0311107 | val_loss: 0.0311298 | Time: 2024.03 ms
[2022-04-12 15:39:47 main:581] : INFO : Epoch 1777 | loss: 0.0311102 | val_loss: 0.0311294 | Time: 2001.05 ms
[2022-04-12 15:39:49 main:581] : INFO : Epoch 1778 | loss: 0.0311102 | val_loss: 0.0311327 | Time: 1953.38 ms
[2022-04-12 15:39:51 main:581] : INFO : Epoch 1779 | loss: 0.0311099 | val_loss: 0.0311311 | Time: 2008.12 ms
[2022-04-12 15:39:53 main:581] : INFO : Epoch 1780 | loss: 0.0311088 | val_loss: 0.0311284 | Time: 1980.49 ms
[2022-04-12 15:39:55 main:581] : INFO : Epoch 1781 | loss: 0.0311075 | val_loss: 0.0311296 | Time: 2048.26 ms
[2022-04-12 15:39:57 main:581] : INFO : Epoch 1782 | loss: 0.0311077 | val_loss: 0.0311301 | Time: 2008.81 ms
[2022-04-12 15:39:59 main:581] : INFO : Epoch 1783 | loss: 0.0311058 | val_loss: 0.0311268 | Time: 2021.68 ms
[2022-04-12 15:40:01 main:581] : INFO : Epoch 1784 | loss: 0.0311077 | val_loss: 0.0311315 | Time: 1976.27 ms
[2022-04-12 15:40:03 main:581] : INFO : Epoch 1785 | loss: 0.0311085 | val_loss: 0.0311317 | Time: 2014.39 ms
[2022-04-12 15:40:05 main:581] : INFO : Epoch 1786 | loss: 0.0311083 | val_loss: 0.0311315 | Time: 2017.94 ms
[2022-04-12 15:40:07 main:581] : INFO : Epoch 1787 | loss: 0.0311174 | val_loss: 0.0311319 | Time: 2013.51 ms
[2022-04-12 15:40:09 main:581] : INFO : Epoch 1788 | loss: 0.0311158 | val_loss: 0.0311348 | Time: 2013.32 ms
[2022-04-12 15:40:11 main:581] : INFO : Epoch 1789 | loss: 0.0311132 | val_loss: 0.0311325 | Time: 1999.28 ms
[2022-04-12 15:40:13 main:581] : INFO : Epoch 1790 | loss: 0.0311106 | val_loss: 0.0311324 | Time: 1995.86 ms
[2022-04-12 15:40:15 main:581] : INFO : Epoch 1791 | loss: 0.0311096 | val_loss: 0.0311311 | Time: 2001.12 ms
[2022-04-12 15:40:17 main:581] : INFO : Epoch 1792 | loss: 0.03111 | val_loss: 0.0311269 | Time: 2002.21 ms
[2022-04-12 15:40:19 main:581] : INFO : Epoch 1793 | loss: 0.0311107 | val_loss: 0.0311292 | Time: 1999.67 ms
[2022-04-12 15:40:21 main:581] : INFO : Epoch 1794 | loss: 0.031107 | val_loss: 0.0311268 | Time: 2004.91 ms
[2022-04-12 15:40:23 main:581] : INFO : Epoch 1795 | loss: 0.0311058 | val_loss: 0.0311264 | Time: 2018.61 ms
[2022-04-12 15:40:25 main:581] : INFO : Epoch 1796 | loss: 0.0311037 | val_loss: 0.0311248 | Time: 2011.61 ms
[2022-04-12 15:40:27 main:581] : INFO : Epoch 1797 | loss: 0.0311048 | val_loss: 0.0311255 | Time: 2030.74 ms
[2022-04-12 15:40:29 main:581] : INFO : Epoch 1798 | loss: 0.0311031 | val_loss: 0.0311273 | Time: 2000.46 ms
[2022-04-12 15:40:31 main:581] : INFO : Epoch 1799 | loss: 0.0311017 | val_loss: 0.031126 | Time: 1999.06 ms
[2022-04-12 15:40:33 main:581] : INFO : Epoch 1800 | loss: 0.0311028 | val_loss: 0.031131 | Time: 2023.58 ms
[2022-04-12 15:40:35 main:581] : INFO : Epoch 1801 | loss: 0.0311039 | val_loss: 0.0311329 | Time: 1996.94 ms
[2022-04-12 15:40:37 main:581] : INFO : Epoch 1802 | loss: 0.0311018 | val_loss: 0.0311318 | Time: 2014.3 ms
[2022-04-12 15:40:39 main:581] : INFO : Epoch 1803 | loss: 0.0311011 | val_loss: 0.0311292 | Time: 2001.38 ms
[2022-04-12 15:40:41 main:581] : INFO : Epoch 1804 | loss: 0.0310989 | val_loss: 0.0311332 | Time: 1990.99 ms
[2022-04-12 15:40:43 main:581] : INFO : Epoch 1805 | loss: 0.0310994 | val_loss: 0.0311315 | Time: 2001.27 ms
[2022-04-12 15:40:45 main:581] : INFO : Epoch 1806 | loss: 0.0310978 | val_loss: 0.0311293 | Time: 2010.73 ms
[2022-04-12 15:40:47 main:581] : INFO : Epoch 1807 | loss: 0.0310983 | val_loss: 0.0311304 | Time: 2001.88 ms
[2022-04-12 15:40:49 main:581] : INFO : Epoch 1808 | loss: 0.0310975 | val_loss: 0.0311334 | Time: 2054.06 ms
[2022-04-12 15:40:51 main:581] : INFO : Epoch 1809 | loss: 0.0310978 | val_loss: 0.031129 | Time: 2000.02 ms
[2022-04-12 15:40:53 main:581] : INFO : Epoch 1810 | loss: 0.0310982 | val_loss: 0.0311303 | Time: 1996.68 ms
[2022-04-12 15:40:55 main:581] : INFO : Epoch 1811 | loss: 0.0310979 | val_loss: 0.0311272 | Time: 1999.04 ms
[2022-04-12 15:40:57 main:581] : INFO : Epoch 1812 | loss: 0.0310976 | val_loss: 0.0311297 | Time: 1988.43 ms
[2022-04-12 15:40:59 main:581] : INFO : Epoch 1813 | loss: 0.0310956 | val_loss: 0.0311325 | Time: 1970.42 ms
[2022-04-12 15:41:01 main:581] : INFO : Epoch 1814 | loss: 0.0310946 | val_loss: 0.0311275 | Time: 2022.97 ms
[2022-04-12 15:41:03 main:581] : INFO : Epoch 1815 | loss: 0.0310951 | val_loss: 0.0311292 | Time: 1958.06 ms
[2022-04-12 15:41:05 main:581] : INFO : Epoch 1816 | loss: 0.0310938 | val_loss: 0.0311313 | Time: 1998.38 ms
[2022-04-12 15:41:07 main:581] : INFO : Epoch 1817 | loss: 0.0310945 | val_loss: 0.0311277 | Time: 2010.19 ms
[2022-04-12 15:41:09 main:581] : INFO : Epoch 1818 | loss: 0.0311088 | val_loss: 0.0311335 | Time: 1994.47 ms
[2022-04-12 15:41:11 main:581] : INFO : Epoch 1819 | loss: 0.0311157 | val_loss: 0.0311334 | Time: 2031.05 ms
[2022-04-12 15:41:13 main:581] : INFO : Epoch 1820 | loss: 0.0311097 | val_loss: 0.0311289 | Time: 2007.07 ms
[2022-04-12 15:41:15 main:581] : INFO : Epoch 1821 | loss: 0.0311056 | val_loss: 0.0311294 | Time: 1926.94 ms
[2022-04-12 15:41:17 main:581] : INFO : Epoch 1822 | loss: 0.0311328 | val_loss: 0.0311371 | Time: 2014.45 ms
[2022-04-12 15:41:19 main:581] : INFO : Epoch 1823 | loss: 0.0311359 | val_loss: 0.0311317 | Time: 2021.72 ms
[2022-04-12 15:41:21 main:581] : INFO : Epoch 1824 | loss: 0.0311266 | val_loss: 0.0311279 | Time: 1932.46 ms
[2022-04-12 15:41:23 main:581] : INFO : Epoch 1825 | loss: 0.0311215 | val_loss: 0.0311259 | Time: 1990.18 ms
[2022-04-12 15:41:25 main:581] : INFO : Epoch 1826 | loss: 0.0311183 | val_loss: 0.0311247 | Time: 2004.83 ms
[2022-04-12 15:41:27 main:581] : INFO : Epoch 1827 | loss: 0.031116 | val_loss: 0.0311234 | Time: 2016.96 ms
[2022-04-12 15:41:29 main:581] : INFO : Epoch 1828 | loss: 0.0311153 | val_loss: 0.0311228 | Time: 2041.51 ms
[2022-04-12 15:41:31 main:581] : INFO : Epoch 1829 | loss: 0.0311134 | val_loss: 0.0311232 | Time: 2014.31 ms
[2022-04-12 15:41:33 main:581] : INFO : Epoch 1830 | loss: 0.0311119 | val_loss: 0.0311249 | Time: 2020.89 ms
[2022-04-12 15:41:35 main:581] : INFO : Epoch 1831 | loss: 0.0311114 | val_loss: 0.0311246 | Time: 2022.77 ms
[2022-04-12 15:41:37 main:581] : INFO : Epoch 1832 | loss: 0.0311124 | val_loss: 0.0311257 | Time: 2017.72 ms
[2022-04-12 15:41:39 main:581] : INFO : Epoch 1833 | loss: 0.0311127 | val_loss: 0.0311278 | Time: 2053.33 ms
[2022-04-12 15:41:41 main:581] : INFO : Epoch 1834 | loss: 0.0311127 | val_loss: 0.0311247 | Time: 2058.14 ms
[2022-04-12 15:41:43 main:581] : INFO : Epoch 1835 | loss: 0.0311118 | val_loss: 0.0311248 | Time: 2007.2 ms
[2022-04-12 15:41:45 main:581] : INFO : Epoch 1836 | loss: 0.0311099 | val_loss: 0.0311241 | Time: 1986.84 ms
[2022-04-12 15:41:47 main:581] : INFO : Epoch 1837 | loss: 0.0311088 | val_loss: 0.0311247 | Time: 2005.92 ms
[2022-04-12 15:41:49 main:581] : INFO : Epoch 1838 | loss: 0.0311081 | val_loss: 0.0311241 | Time: 1957.35 ms
[2022-04-12 15:41:51 main:581] : INFO : Epoch 1839 | loss: 0.0311075 | val_loss: 0.0311262 | Time: 2006.01 ms
[2022-04-12 15:41:53 main:581] : INFO : Epoch 1840 | loss: 0.0311074 | val_loss: 0.0311244 | Time: 2016.39 ms
[2022-04-12 15:41:55 main:581] : INFO : Epoch 1841 | loss: 0.0311077 | val_loss: 0.0311247 | Time: 1986.65 ms
[2022-04-12 15:41:57 main:581] : INFO : Epoch 1842 | loss: 0.0311056 | val_loss: 0.0311283 | Time: 1981.49 ms
[2022-04-12 15:41:59 main:581] : INFO : Epoch 1843 | loss: 0.0311111 | val_loss: 0.0311325 | Time: 2001.56 ms
[2022-04-12 15:42:01 main:581] : INFO : Epoch 1844 | loss: 0.0311146 | val_loss: 0.0311265 | Time: 1987.47 ms
[2022-04-12 15:42:03 main:581] : INFO : Epoch 1845 | loss: 0.031108 | val_loss: 0.0311277 | Time: 2017.07 ms
[2022-04-12 15:42:05 main:581] : INFO : Epoch 1846 | loss: 0.0311069 | val_loss: 0.0311282 | Time: 1983.95 ms
[2022-04-12 15:42:07 main:581] : INFO : Epoch 1847 | loss: 0.0311066 | val_loss: 0.0311253 | Time: 2030.73 ms
[2022-04-12 15:42:09 main:581] : INFO : Epoch 1848 | loss: 0.0311041 | val_loss: 0.0311288 | Time: 2031.51 ms
[2022-04-12 15:42:11 main:581] : INFO : Epoch 1849 | loss: 0.0311038 | val_loss: 0.0311314 | Time: 2009.45 ms
[2022-04-12 15:42:13 main:581] : INFO : Epoch 1850 | loss: 0.0311026 | val_loss: 0.0311303 | Time: 2019.72 ms
[2022-04-12 15:42:15 main:581] : INFO : Epoch 1851 | loss: 0.0311026 | val_loss: 0.0311279 | Time: 1991.14 ms
[2022-04-12 15:42:17 main:581] : INFO : Epoch 1852 | loss: 0.0311017 | val_loss: 0.0311296 | Time: 1983.07 ms
[2022-04-12 15:42:19 main:581] : INFO : Epoch 1853 | loss: 0.0311014 | val_loss: 0.0311295 | Time: 1997.9 ms
[2022-04-12 15:42:21 main:581] : INFO : Epoch 1854 | loss: 0.0310997 | val_loss: 0.0311301 | Time: 2004.51 ms
[2022-04-12 15:42:23 main:581] : INFO : Epoch 1855 | loss: 0.0311002 | val_loss: 0.0311315 | Time: 2003.29 ms
[2022-04-12 15:42:25 main:581] : INFO : Epoch 1856 | loss: 0.0310989 | val_loss: 0.03113 | Time: 1979.53 ms
[2022-04-12 15:42:27 main:581] : INFO : Epoch 1857 | loss: 0.0310992 | val_loss: 0.031129 | Time: 1963.72 ms
[2022-04-12 15:42:29 main:581] : INFO : Epoch 1858 | loss: 0.0311002 | val_loss: 0.0311283 | Time: 1994.99 ms
[2022-04-12 15:42:31 main:581] : INFO : Epoch 1859 | loss: 0.0310997 | val_loss: 0.0311278 | Time: 2006.06 ms
[2022-04-12 15:42:33 main:581] : INFO : Epoch 1860 | loss: 0.0310969 | val_loss: 0.0311299 | Time: 2031.08 ms
[2022-04-12 15:42:35 main:581] : INFO : Epoch 1861 | loss: 0.031096 | val_loss: 0.0311317 | Time: 2019.27 ms
[2022-04-12 15:42:37 main:581] : INFO : Epoch 1862 | loss: 0.0310956 | val_loss: 0.0311314 | Time: 2007.11 ms
[2022-04-12 15:42:39 main:581] : INFO : Epoch 1863 | loss: 0.0310968 | val_loss: 0.0311309 | Time: 2017.91 ms
[2022-04-12 15:42:41 main:581] : INFO : Epoch 1864 | loss: 0.0310969 | val_loss: 0.0311368 | Time: 2000.76 ms
[2022-04-12 15:42:43 main:581] : INFO : Epoch 1865 | loss: 0.0310989 | val_loss: 0.0311341 | Time: 2007.24 ms
[2022-04-12 15:42:45 main:581] : INFO : Epoch 1866 | loss: 0.0310949 | val_loss: 0.0311318 | Time: 2013.11 ms
[2022-04-12 15:42:47 main:581] : INFO : Epoch 1867 | loss: 0.0310975 | val_loss: 0.0311287 | Time: 2000.8 ms
[2022-04-12 15:42:49 main:581] : INFO : Epoch 1868 | loss: 0.0310975 | val_loss: 0.0311261 | Time: 1968.91 ms
[2022-04-12 15:42:51 main:581] : INFO : Epoch 1869 | loss: 0.0310968 | val_loss: 0.0311265 | Time: 2010.26 ms
[2022-04-12 15:42:53 main:581] : INFO : Epoch 1870 | loss: 0.0310949 | val_loss: 0.031126 | Time: 1989.31 ms
[2022-04-12 15:42:55 main:581] : INFO : Epoch 1871 | loss: 0.0310971 | val_loss: 0.031128 | Time: 1939.27 ms
[2022-04-12 15:42:57 main:581] : INFO : Epoch 1872 | loss: 0.0310963 | val_loss: 0.0311278 | Time: 2031 ms
[2022-04-12 15:42:59 main:581] : INFO : Epoch 1873 | loss: 0.0310957 | val_loss: 0.0311301 | Time: 2009.08 ms
[2022-04-12 15:43:01 main:581] : INFO : Epoch 1874 | loss: 0.0310953 | val_loss: 0.0311317 | Time: 2019.91 ms
[2022-04-12 15:43:03 main:581] : INFO : Epoch 1875 | loss: 0.0310937 | val_loss: 0.0311286 | Time: 1953.81 ms
[2022-04-12 15:43:05 main:581] : INFO : Epoch 1876 | loss: 0.0310945 | val_loss: 0.0311308 | Time: 2029.12 ms
[2022-04-12 15:43:07 main:581] : INFO : Epoch 1877 | loss: 0.0310956 | val_loss: 0.0311272 | Time: 2001.23 ms
[2022-04-12 15:43:09 main:581] : INFO : Epoch 1878 | loss: 0.0310951 | val_loss: 0.0311279 | Time: 2008.82 ms
[2022-04-12 15:43:11 main:581] : INFO : Epoch 1879 | loss: 0.0310939 | val_loss: 0.031128 | Time: 1981.41 ms
[2022-04-12 15:43:13 main:581] : INFO : Epoch 1880 | loss: 0.0310927 | val_loss: 0.0311276 | Time: 2032.72 ms
[2022-04-12 15:43:15 main:581] : INFO : Epoch 1881 | loss: 0.0310926 | val_loss: 0.0311305 | Time: 1958.75 ms
[2022-04-12 15:43:17 main:581] : INFO : Epoch 1882 | loss: 0.0310937 | val_loss: 0.0311286 | Time: 2012.99 ms
[2022-04-12 15:43:19 main:581] : INFO : Epoch 1883 | loss: 0.031093 | val_loss: 0.0311261 | Time: 1964.09 ms
[2022-04-12 15:43:21 main:581] : INFO : Epoch 1884 | loss: 0.031093 | val_loss: 0.0311261 | Time: 2023.21 ms
[2022-04-12 15:43:23 main:581] : INFO : Epoch 1885 | loss: 0.0310932 | val_loss: 0.0311263 | Time: 2021.36 ms
[2022-04-12 15:43:25 main:581] : INFO : Epoch 1886 | loss: 0.0310945 | val_loss: 0.0311309 | Time: 2006.09 ms
[2022-04-12 15:43:27 main:581] : INFO : Epoch 1887 | loss: 0.031094 | val_loss: 0.0311238 | Time: 1966.37 ms
[2022-04-12 15:43:29 main:581] : INFO : Epoch 1888 | loss: 0.0310958 | val_loss: 0.0311276 | Time: 2006.28 ms
[2022-04-12 15:43:31 main:581] : INFO : Epoch 1889 | loss: 0.0310938 | val_loss: 0.0311285 | Time: 2017.49 ms
[2022-04-12 15:43:33 main:581] : INFO : Epoch 1890 | loss: 0.031093 | val_loss: 0.0311309 | Time: 1999.02 ms
[2022-04-12 15:43:35 main:581] : INFO : Epoch 1891 | loss: 0.0310937 | val_loss: 0.0311284 | Time: 2008.66 ms
[2022-04-12 15:43:37 main:581] : INFO : Epoch 1892 | loss: 0.0310934 | val_loss: 0.0311274 | Time: 2011.41 ms
[2022-04-12 15:43:39 main:581] : INFO : Epoch 1893 | loss: 0.0310921 | val_loss: 0.0311282 | Time: 2010.02 ms
[2022-04-12 15:43:41 main:581] : INFO : Epoch 1894 | loss: 0.0310944 | val_loss: 0.0311283 | Time: 2016.05 ms
[2022-04-12 15:43:43 main:581] : INFO : Epoch 1895 | loss: 0.031091 | val_loss: 0.0311254 | Time: 2038.85 ms
[2022-04-12 15:43:45 main:581] : INFO : Epoch 1896 | loss: 0.0310901 | val_loss: 0.0311266 | Time: 2005.63 ms
[2022-04-12 15:43:47 main:581] : INFO : Epoch 1897 | loss: 0.0310902 | val_loss: 0.0311283 | Time: 1934.89 ms
[2022-04-12 15:43:49 main:581] : INFO : Epoch 1898 | loss: 0.0310898 | val_loss: 0.0311261 | Time: 1981.47 ms
[2022-04-12 15:43:51 main:581] : INFO : Epoch 1899 | loss: 0.031114 | val_loss: 0.0311329 | Time: 2012.03 ms
[2022-04-12 15:43:53 main:581] : INFO : Epoch 1900 | loss: 0.0311137 | val_loss: 0.031129 | Time: 2032.2 ms
[2022-04-12 15:43:55 main:581] : INFO : Epoch 1901 | loss: 0.031109 | val_loss: 0.0311226 | Time: 1993.37 ms
[2022-04-12 15:43:57 main:581] : INFO : Epoch 1902 | loss: 0.0311045 | val_loss: 0.0311223 | Time: 2020.73 ms
[2022-04-12 15:43:59 main:581] : INFO : Epoch 1903 | loss: 0.0311037 | val_loss: 0.0311215 | Time: 2007.85 ms
[2022-04-12 15:44:01 main:581] : INFO : Epoch 1904 | loss: 0.0311014 | val_loss: 0.0311241 | Time: 2030.93 ms
[2022-04-12 15:44:03 main:581] : INFO : Epoch 1905 | loss: 0.0310983 | val_loss: 0.0311237 | Time: 2022.42 ms
[2022-04-12 15:44:05 main:581] : INFO : Epoch 1906 | loss: 0.0310983 | val_loss: 0.0311273 | Time: 1977.43 ms
[2022-04-12 15:44:07 main:581] : INFO : Epoch 1907 | loss: 0.0310995 | val_loss: 0.0311269 | Time: 2017.42 ms
[2022-04-12 15:44:09 main:581] : INFO : Epoch 1908 | loss: 0.0310973 | val_loss: 0.0311269 | Time: 2014.45 ms
[2022-04-12 15:44:11 main:581] : INFO : Epoch 1909 | loss: 0.0310945 | val_loss: 0.0311241 | Time: 1968.95 ms
[2022-04-12 15:44:13 main:581] : INFO : Epoch 1910 | loss: 0.0310983 | val_loss: 0.0311265 | Time: 1993.19 ms
[2022-04-12 15:44:15 main:581] : INFO : Epoch 1911 | loss: 0.0310972 | val_loss: 0.0311236 | Time: 2018.76 ms
[2022-04-12 15:44:17 main:581] : INFO : Epoch 1912 | loss: 0.031095 | val_loss: 0.0311278 | Time: 1988.59 ms
[2022-04-12 15:44:19 main:581] : INFO : Epoch 1913 | loss: 0.0310936 | val_loss: 0.0311274 | Time: 2021.36 ms
[2022-04-12 15:44:21 main:581] : INFO : Epoch 1914 | loss: 0.0310926 | val_loss: 0.0311237 | Time: 2020.21 ms
[2022-04-12 15:44:23 main:581] : INFO : Epoch 1915 | loss: 0.0310941 | val_loss: 0.0311289 | Time: 2025.96 ms
[2022-04-12 15:44:25 main:581] : INFO : Epoch 1916 | loss: 0.0310953 | val_loss: 0.0311279 | Time: 2027.31 ms
[2022-04-12 15:44:28 main:581] : INFO : Epoch 1917 | loss: 0.0310918 | val_loss: 0.0311251 | Time: 2008.36 ms
[2022-04-12 15:44:30 main:581] : INFO : Epoch 1918 | loss: 0.0310892 | val_loss: 0.0311297 | Time: 2022.54 ms
[2022-04-12 15:44:32 main:581] : INFO : Epoch 1919 | loss: 0.0310892 | val_loss: 0.0311278 | Time: 2008.44 ms
[2022-04-12 15:44:34 main:581] : INFO : Epoch 1920 | loss: 0.0310913 | val_loss: 0.0311309 | Time: 2009.11 ms
[2022-04-12 15:44:36 main:581] : INFO : Epoch 1921 | loss: 0.0310897 | val_loss: 0.0311296 | Time: 2019.06 ms
[2022-04-12 15:44:38 main:581] : INFO : Epoch 1922 | loss: 0.0310876 | val_loss: 0.0311255 | Time: 1966.87 ms
[2022-04-12 15:44:40 main:581] : INFO : Epoch 1923 | loss: 0.0310872 | val_loss: 0.0311273 | Time: 2024.32 ms
[2022-04-12 15:44:42 main:581] : INFO : Epoch 1924 | loss: 0.0310916 | val_loss: 0.0311235 | Time: 2011.83 ms
[2022-04-12 15:44:44 main:581] : INFO : Epoch 1925 | loss: 0.0310925 | val_loss: 0.0311277 | Time: 2041.94 ms
[2022-04-12 15:44:46 main:581] : INFO : Epoch 1926 | loss: 0.031091 | val_loss: 0.031128 | Time: 2034.82 ms
[2022-04-12 15:44:48 main:581] : INFO : Epoch 1927 | loss: 0.0310904 | val_loss: 0.031124 | Time: 1996.29 ms
[2022-04-12 15:44:50 main:581] : INFO : Epoch 1928 | loss: 0.0310889 | val_loss: 0.0311315 | Time: 1993.12 ms
[2022-04-12 15:44:52 main:581] : INFO : Epoch 1929 | loss: 0.0310867 | val_loss: 0.031128 | Time: 2027.26 ms
[2022-04-12 15:44:54 main:581] : INFO : Epoch 1930 | loss: 0.0310881 | val_loss: 0.031129 | Time: 1986.98 ms
[2022-04-12 15:44:56 main:581] : INFO : Epoch 1931 | loss: 0.0310898 | val_loss: 0.0311306 | Time: 2010.39 ms
[2022-04-12 15:44:58 main:581] : INFO : Epoch 1932 | loss: 0.0310867 | val_loss: 0.03113 | Time: 2010.19 ms
[2022-04-12 15:45:00 main:581] : INFO : Epoch 1933 | loss: 0.0310846 | val_loss: 0.031127 | Time: 2015.99 ms
[2022-04-12 15:45:02 main:581] : INFO : Epoch 1934 | loss: 0.0310852 | val_loss: 0.0311267 | Time: 2008.66 ms
[2022-04-12 15:45:04 main:581] : INFO : Epoch 1935 | loss: 0.0310855 | val_loss: 0.0311325 | Time: 2004.27 ms
[2022-04-12 15:45:06 main:581] : INFO : Epoch 1936 | loss: 0.0310857 | val_loss: 0.0311285 | Time: 2008.63 ms
[2022-04-12 15:45:08 main:581] : INFO : Epoch 1937 | loss: 0.0310849 | val_loss: 0.0311298 | Time: 1945.7 ms
[2022-04-12 15:45:10 main:581] : INFO : Epoch 1938 | loss: 0.031087 | val_loss: 0.031129 | Time: 1974.86 ms
[2022-04-12 15:45:12 main:581] : INFO : Epoch 1939 | loss: 0.0310877 | val_loss: 0.0311295 | Time: 1984.04 ms
[2022-04-12 15:45:14 main:581] : INFO : Epoch 1940 | loss: 0.0310866 | val_loss: 0.0311273 | Time: 2020.34 ms
[2022-04-12 15:45:16 main:581] : INFO : Epoch 1941 | loss: 0.0310879 | val_loss: 0.0311302 | Time: 2017.63 ms
[2022-04-12 15:45:18 main:581] : INFO : Epoch 1942 | loss: 0.0310873 | val_loss: 0.0311331 | Time: 2020.66 ms
[2022-04-12 15:45:20 main:581] : INFO : Epoch 1943 | loss: 0.0310889 | val_loss: 0.0311263 | Time: 1944.96 ms
[2022-04-12 15:45:22 main:581] : INFO : Epoch 1944 | loss: 0.0310871 | val_loss: 0.0311252 | Time: 2012.73 ms
[2022-04-12 15:45:24 main:581] : INFO : Epoch 1945 | loss: 0.0310871 | val_loss: 0.0311241 | Time: 2019.27 ms
[2022-04-12 15:45:26 main:581] : INFO : Epoch 1946 | loss: 0.0310854 | val_loss: 0.0311302 | Time: 2011.05 ms
[2022-04-12 15:45:28 main:581] : INFO : Epoch 1947 | loss: 0.0310848 | val_loss: 0.0311226 | Time: 2000.32 ms
[2022-04-12 15:45:30 main:581] : INFO : Epoch 1948 | loss: 0.0310825 | val_loss: 0.0311298 | Time: 1997.95 ms
[2022-04-12 15:45:32 main:581] : INFO : Epoch 1949 | loss: 0.0310823 | val_loss: 0.0311236 | Time: 1981.96 ms
[2022-04-12 15:45:34 main:581] : INFO : Epoch 1950 | loss: 0.031083 | val_loss: 0.0311308 | Time: 1986.18 ms
[2022-04-12 15:45:36 main:581] : INFO : Epoch 1951 | loss: 0.0310867 | val_loss: 0.0311324 | Time: 2003.66 ms
[2022-04-12 15:45:38 main:581] : INFO : Epoch 1952 | loss: 0.0310859 | val_loss: 0.0311299 | Time: 1994.42 ms
[2022-04-12 15:45:40 main:581] : INFO : Epoch 1953 | loss: 0.0310838 | val_loss: 0.0311279 | Time: 1977.14 ms
[2022-04-12 15:45:42 main:581] : INFO : Epoch 1954 | loss: 0.0310841 | val_loss: 0.0311237 | Time: 2009.45 ms
[2022-04-12 15:45:44 main:581] : INFO : Epoch 1955 | loss: 0.0310836 | val_loss: 0.0311278 | Time: 2009.54 ms
[2022-04-12 15:45:46 main:581] : INFO : Epoch 1956 | loss: 0.0310826 | val_loss: 0.0311214 | Time: 2013.77 ms
[2022-04-12 15:45:48 main:581] : INFO : Epoch 1957 | loss: 0.0310801 | val_loss: 0.031127 | Time: 2007.94 ms
[2022-04-12 15:45:50 main:581] : INFO : Epoch 1958 | loss: 0.0310815 | val_loss: 0.0311348 | Time: 1988.63 ms
[2022-04-12 15:45:52 main:581] : INFO : Epoch 1959 | loss: 0.0310822 | val_loss: 0.0311252 | Time: 1946.5 ms
[2022-04-12 15:45:54 main:581] : INFO : Epoch 1960 | loss: 0.0310809 | val_loss: 0.0311305 | Time: 2016.21 ms
[2022-04-12 15:45:56 main:581] : INFO : Epoch 1961 | loss: 0.0310825 | val_loss: 0.0311271 | Time: 1997.4 ms
[2022-04-12 15:45:58 main:581] : INFO : Epoch 1962 | loss: 0.0310834 | val_loss: 0.031129 | Time: 1981.29 ms
[2022-04-12 15:46:00 main:581] : INFO : Epoch 1963 | loss: 0.0310857 | val_loss: 0.0311336 | Time: 1994.86 ms
[2022-04-12 15:46:02 main:581] : INFO : Epoch 1964 | loss: 0.0310865 | val_loss: 0.0311274 | Time: 1946.79 ms
[2022-04-12 15:46:04 main:581] : INFO : Epoch 1965 | loss: 0.0310845 | val_loss: 0.0311258 | Time: 2028.29 ms
[2022-04-12 15:46:06 main:581] : INFO : Epoch 1966 | loss: 0.0310848 | val_loss: 0.0311272 | Time: 1998.23 ms
[2022-04-12 15:46:08 main:581] : INFO : Epoch 1967 | loss: 0.0310855 | val_loss: 0.0311269 | Time: 2003.99 ms
[2022-04-12 15:46:10 main:581] : INFO : Epoch 1968 | loss: 0.0310817 | val_loss: 0.0311257 | Time: 2005.59 ms
[2022-04-12 15:46:12 main:581] : INFO : Epoch 1969 | loss: 0.0310811 | val_loss: 0.031127 | Time: 1936.06 ms
[2022-04-12 15:46:13 main:581] : INFO : Epoch 1970 | loss: 0.0310835 | val_loss: 0.0311299 | Time: 1964.9 ms
[2022-04-12 15:46:15 main:581] : INFO : Epoch 1971 | loss: 0.0310852 | val_loss: 0.0311297 | Time: 2014.52 ms
[2022-04-12 15:46:17 main:581] : INFO : Epoch 1972 | loss: 0.0310853 | val_loss: 0.0311263 | Time: 2001.17 ms
[2022-04-12 15:46:19 main:581] : INFO : Epoch 1973 | loss: 0.0310865 | val_loss: 0.0311265 | Time: 1992.41 ms
[2022-04-12 15:46:21 main:581] : INFO : Epoch 1974 | loss: 0.0310859 | val_loss: 0.0311234 | Time: 1933.27 ms
[2022-04-12 15:46:23 main:581] : INFO : Epoch 1975 | loss: 0.0310858 | val_loss: 0.0311221 | Time: 1994.33 ms
[2022-04-12 15:46:25 main:581] : INFO : Epoch 1976 | loss: 0.0310845 | val_loss: 0.0311232 | Time: 1984.51 ms
[2022-04-12 15:46:27 main:581] : INFO : Epoch 1977 | loss: 0.0310842 | val_loss: 0.0311227 | Time: 1962.98 ms
[2022-04-12 15:46:29 main:581] : INFO : Epoch 1978 | loss: 0.0310826 | val_loss: 0.0311252 | Time: 1977.77 ms
[2022-04-12 15:46:31 main:581] : INFO : Epoch 1979 | loss: 0.031083 | val_loss: 0.0311286 | Time: 1987.45 ms
[2022-04-12 15:46:33 main:581] : INFO : Epoch 1980 | loss: 0.0310906 | val_loss: 0.0311221 | Time: 1986 ms
[2022-04-12 15:46:35 main:581] : INFO : Epoch 1981 | loss: 0.0310856 | val_loss: 0.0311241 | Time: 2004.65 ms
[2022-04-12 15:46:37 main:581] : INFO : Epoch 1982 | loss: 0.0310881 | val_loss: 0.0311195 | Time: 1966.37 ms
[2022-04-12 15:46:39 main:581] : INFO : Epoch 1983 | loss: 0.0310845 | val_loss: 0.0311255 | Time: 2002.96 ms
[2022-04-12 15:46:41 main:581] : INFO : Epoch 1984 | loss: 0.0310856 | val_loss: 0.0311202 | Time: 2010.48 ms
[2022-04-12 15:46:43 main:581] : INFO : Epoch 1985 | loss: 0.0310836 | val_loss: 0.0311294 | Time: 2011.58 ms
[2022-04-12 15:46:45 main:581] : INFO : Epoch 1986 | loss: 0.0310825 | val_loss: 0.0311254 | Time: 2023.65 ms
[2022-04-12 15:46:47 main:581] : INFO : Epoch 1987 | loss: 0.031088 | val_loss: 0.0311236 | Time: 2030.06 ms
[2022-04-12 15:46:49 main:581] : INFO : Epoch 1988 | loss: 0.0310953 | val_loss: 0.0311353 | Time: 2001.19 ms
[2022-04-12 15:46:51 main:581] : INFO : Epoch 1989 | loss: 0.0310936 | val_loss: 0.0311273 | Time: 1991.53 ms
[2022-04-12 15:46:53 main:581] : INFO : Epoch 1990 | loss: 0.0310918 | val_loss: 0.0311312 | Time: 1975.69 ms
[2022-04-12 15:46:55 main:581] : INFO : Epoch 1991 | loss: 0.031092 | val_loss: 0.0311293 | Time: 1975.91 ms
[2022-04-12 15:46:57 main:581] : INFO : Epoch 1992 | loss: 0.0310876 | val_loss: 0.0311259 | Time: 1966.03 ms
[2022-04-12 15:46:59 main:581] : INFO : Epoch 1993 | loss: 0.0310846 | val_loss: 0.0311274 | Time: 1978.96 ms
[2022-04-12 15:47:01 main:581] : INFO : Epoch 1994 | loss: 0.0310828 | val_loss: 0.031122 | Time: 1964.75 ms
[2022-04-12 15:47:03 main:581] : INFO : Epoch 1995 | loss: 0.0310828 | val_loss: 0.0311235 | Time: 1984.48 ms
[2022-04-12 15:47:05 main:581] : INFO : Epoch 1996 | loss: 0.0310848 | val_loss: 0.0311269 | Time: 2006.52 ms
[2022-04-12 15:47:07 main:581] : INFO : Epoch 1997 | loss: 0.031083 | val_loss: 0.0311287 | Time: 2014.55 ms
[2022-04-12 15:47:09 main:581] : INFO : Epoch 1998 | loss: 0.0310843 | val_loss: 0.0311293 | Time: 2000.51 ms
[2022-04-12 15:47:11 main:581] : INFO : Epoch 1999 | loss: 0.031085 | val_loss: 0.0311264 | Time: 1973.98 ms
[2022-04-12 15:47:13 main:581] : INFO : Epoch 2000 | loss: 0.0310823 | val_loss: 0.0311284 | Time: 1982.18 ms
[2022-04-12 15:47:15 main:581] : INFO : Epoch 2001 | loss: 0.0310811 | val_loss: 0.0311293 | Time: 2001.76 ms
[2022-04-12 15:47:17 main:581] : INFO : Epoch 2002 | loss: 0.0310853 | val_loss: 0.0311251 | Time: 2019.69 ms
[2022-04-12 15:47:19 main:581] : INFO : Epoch 2003 | loss: 0.031091 | val_loss: 0.0311236 | Time: 2028.21 ms
[2022-04-12 15:47:21 main:581] : INFO : Epoch 2004 | loss: 0.0310892 | val_loss: 0.0311276 | Time: 2014.02 ms
[2022-04-12 15:47:23 main:581] : INFO : Epoch 2005 | loss: 0.0310855 | val_loss: 0.0311281 | Time: 2016.76 ms
[2022-04-12 15:47:25 main:581] : INFO : Epoch 2006 | loss: 0.0310863 | val_loss: 0.0311305 | Time: 1934.23 ms
[2022-04-12 15:47:27 main:581] : INFO : Epoch 2007 | loss: 0.031086 | val_loss: 0.031127 | Time: 1981.06 ms
[2022-04-12 15:47:29 main:581] : INFO : Epoch 2008 | loss: 0.0310828 | val_loss: 0.0311257 | Time: 2001.24 ms
[2022-04-12 15:47:31 main:581] : INFO : Epoch 2009 | loss: 0.0310816 | val_loss: 0.0311249 | Time: 1921.37 ms
[2022-04-12 15:47:33 main:581] : INFO : Epoch 2010 | loss: 0.0310846 | val_loss: 0.0311277 | Time: 2044.16 ms
[2022-04-12 15:47:35 main:581] : INFO : Epoch 2011 | loss: 0.0310859 | val_loss: 0.0311283 | Time: 1963.36 ms
[2022-04-12 15:47:37 main:581] : INFO : Epoch 2012 | loss: 0.0310825 | val_loss: 0.0311276 | Time: 2022.22 ms
[2022-04-12 15:47:39 main:581] : INFO : Epoch 2013 | loss: 0.0310816 | val_loss: 0.031124 | Time: 1987.12 ms
[2022-04-12 15:47:41 main:581] : INFO : Epoch 2014 | loss: 0.0310805 | val_loss: 0.0311299 | Time: 1969.38 ms
[2022-04-12 15:47:43 main:581] : INFO : Epoch 2015 | loss: 0.0310817 | val_loss: 0.0311275 | Time: 2027.48 ms
[2022-04-12 15:47:45 main:581] : INFO : Epoch 2016 | loss: 0.0310841 | val_loss: 0.0311323 | Time: 2012.04 ms
[2022-04-12 15:47:47 main:581] : INFO : Epoch 2017 | loss: 0.0310815 | val_loss: 0.0311281 | Time: 2007.4 ms
[2022-04-12 15:47:49 main:581] : INFO : Epoch 2018 | loss: 0.0310793 | val_loss: 0.03113 | Time: 1962.86 ms
[2022-04-12 15:47:51 main:581] : INFO : Epoch 2019 | loss: 0.0310842 | val_loss: 0.0311254 | Time: 1981.27 ms
[2022-04-12 15:47:53 main:581] : INFO : Epoch 2020 | loss: 0.0310833 | val_loss: 0.03113 | Time: 2009.14 ms
[2022-04-12 15:47:55 main:581] : INFO : Epoch 2021 | loss: 0.0310862 | val_loss: 0.0311258 | Time: 2022.97 ms
[2022-04-12 15:47:57 main:581] : INFO : Epoch 2022 | loss: 0.0310818 | val_loss: 0.0311279 | Time: 2029.21 ms
[2022-04-12 15:47:59 main:581] : INFO : Epoch 2023 | loss: 0.0310816 | val_loss: 0.0311322 | Time: 2003.23 ms
[2022-04-12 15:48:01 main:581] : INFO : Epoch 2024 | loss: 0.0310815 | val_loss: 0.0311288 | Time: 1995.86 ms
[2022-04-12 15:48:03 main:581] : INFO : Epoch 2025 | loss: 0.0310783 | val_loss: 0.0311321 | Time: 2004.15 ms
[2022-04-12 15:48:05 main:581] : INFO : Epoch 2026 | loss: 0.0310801 | val_loss: 0.0311243 | Time: 1999.35 ms
[2022-04-12 15:48:07 main:581] : INFO : Epoch 2027 | loss: 0.0310772 | val_loss: 0.0311332 | Time: 1999.72 ms
[2022-04-12 15:48:09 main:581] : INFO : Epoch 2028 | loss: 0.0310793 | val_loss: 0.0311326 | Time: 2006.62 ms
[2022-04-12 15:48:11 main:581] : INFO : Epoch 2029 | loss: 0.03108 | val_loss: 0.031132 | Time: 1974.32 ms
[2022-04-12 15:48:13 main:581] : INFO : Epoch 2030 | loss: 0.03108 | val_loss: 0.031129 | Time: 1995.84 ms
[2022-04-12 15:48:15 main:581] : INFO : Epoch 2031 | loss: 0.0310773 | val_loss: 0.0311283 | Time: 2024.64 ms
[2022-04-12 15:48:17 main:581] : INFO : Epoch 2032 | loss: 0.0310784 | val_loss: 0.0311278 | Time: 2009.95 ms
[2022-04-12 15:48:19 main:581] : INFO : Epoch 2033 | loss: 0.0310789 | val_loss: 0.0311279 | Time: 1997.18 ms
[2022-04-12 15:48:21 main:581] : INFO : Epoch 2034 | loss: 0.0310792 | val_loss: 0.0311337 | Time: 2001.58 ms
[2022-04-12 15:48:23 main:581] : INFO : Epoch 2035 | loss: 0.0310789 | val_loss: 0.0311259 | Time: 2019.03 ms
[2022-04-12 15:48:25 main:581] : INFO : Epoch 2036 | loss: 0.0310813 | val_loss: 0.0311325 | Time: 2029.84 ms
[2022-04-12 15:48:27 main:581] : INFO : Epoch 2037 | loss: 0.0310804 | val_loss: 0.0311284 | Time: 2004.69 ms
[2022-04-12 15:48:29 main:581] : INFO : Epoch 2038 | loss: 0.0310809 | val_loss: 0.0311311 | Time: 2027.98 ms
[2022-04-12 15:48:31 main:581] : INFO : Epoch 2039 | loss: 0.0310771 | val_loss: 0.0311373 | Time: 2002.53 ms
[2022-04-12 15:48:33 main:581] : INFO : Epoch 2040 | loss: 0.0310765 | val_loss: 0.0311338 | Time: 2002.87 ms
[2022-04-12 15:48:35 main:581] : INFO : Epoch 2041 | loss: 0.0310747 | val_loss: 0.0311303 | Time: 1993.03 ms
[2022-04-12 15:48:37 main:581] : INFO : Epoch 2042 | loss: 0.0310782 | val_loss: 0.0311281 | Time: 1992.25 ms
[2022-04-12 15:48:39 main:581] : INFO : Epoch 2043 | loss: 0.0310944 | val_loss: 0.0311366 | Time: 2009.59 ms
[2022-04-12 15:48:41 main:581] : INFO : Epoch 2044 | loss: 0.0310905 | val_loss: 0.0311279 | Time: 2005.51 ms
[2022-04-12 15:48:43 main:581] : INFO : Epoch 2045 | loss: 0.0310883 | val_loss: 0.0311286 | Time: 1998.56 ms
[2022-04-12 15:48:45 main:581] : INFO : Epoch 2046 | loss: 0.0310845 | val_loss: 0.0311242 | Time: 1986.25 ms
[2022-04-12 15:48:47 main:581] : INFO : Epoch 2047 | loss: 0.0310814 | val_loss: 0.0311299 | Time: 2007.48 ms
[2022-04-12 15:48:49 main:581] : INFO : Epoch 2048 | loss: 0.0310793 | val_loss: 0.0311307 | Time: 2004.04 ms
[2022-04-12 15:48:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311307
[2022-04-12 15:48:49 main:610] : INFO : Saving end state to config to file
[2022-04-12 15:48:49 main:615] : INFO : Success, exiting..
15:48:49 (288040): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)