Task 14618642
| Name | ParityModified-1647039812-5588-2-0_1 |
| Workunit | 11036100 |
| 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 | 13 Apr 2022, 15:58:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 23 sec |
| CPU time | 1 hours 8 min 20 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> 1 ms [2022-04-13 09:41:34 main:581] : INFO : Epoch 1538 | loss: 0.0311232 | val_loss: 0.0311274 | Time: 1955 ms [2022-04-13 09:41:36 main:581] : INFO : Epoch 1539 | loss: 0.0311208 | val_loss: 0.0311303 | Time: 1973.53 ms [2022-04-13 09:41:38 main:581] : INFO : Epoch 1540 | loss: 0.0311219 | val_loss: 0.0311324 | Time: 1966.39 ms [2022-04-13 09:41:40 main:581] : INFO : Epoch 1541 | loss: 0.0311197 | val_loss: 0.0311307 | Time: 2005.5 ms [2022-04-13 09:41:42 main:581] : INFO : Epoch 1542 | loss: 0.031122 | val_loss: 0.0311328 | Time: 1947.76 ms [2022-04-13 09:41:43 main:581] : INFO : Epoch 1543 | loss: 0.0311246 | val_loss: 0.031128 | Time: 1977.45 ms [2022-04-13 09:41:45 main:581] : INFO : Epoch 1544 | loss: 0.0311211 | val_loss: 0.03113 | Time: 1906.72 ms [2022-04-13 09:41:47 main:581] : INFO : Epoch 1545 | loss: 0.0311211 | val_loss: 0.0311337 | Time: 2011.68 ms [2022-04-13 09:41:49 main:581] : INFO : Epoch 1546 | loss: 0.031123 | val_loss: 0.0311396 | Time: 2023.52 ms [2022-04-13 09:41:51 main:581] : INFO : Epoch 1547 | loss: 0.031123 | val_loss: 0.0311297 | Time: 1964.68 ms [2022-04-13 09:41:53 main:581] : INFO : Epoch 1548 | loss: 0.0311226 | val_loss: 0.0311297 | Time: 1945.26 ms [2022-04-13 09:41:55 main:581] : INFO : Epoch 1549 | loss: 0.0311214 | val_loss: 0.0311274 | Time: 1996.24 ms [2022-04-13 09:41:57 main:581] : INFO : Epoch 1550 | loss: 0.0311193 | val_loss: 0.0311297 | Time: 1989.05 ms [2022-04-13 09:41:59 main:581] : INFO : Epoch 1551 | loss: 0.0311179 | val_loss: 0.0311278 | Time: 1980.57 ms [2022-04-13 09:42:01 main:581] : INFO : Epoch 1552 | loss: 0.0311181 | val_loss: 0.0311254 | Time: 2023.19 ms [2022-04-13 09:42:03 main:581] : INFO : Epoch 1553 | loss: 0.031117 | val_loss: 0.0311248 | Time: 1956.67 ms [2022-04-13 09:42:05 main:581] : INFO : Epoch 1554 | loss: 0.0311167 | val_loss: 0.0311262 | Time: 2028.6 ms [2022-04-13 09:42:07 main:581] : INFO : Epoch 1555 | loss: 0.0311162 | val_loss: 0.0311266 | Time: 1930.54 ms [2022-04-13 09:42:09 main:581] : INFO : Epoch 1556 | loss: 0.0311168 | val_loss: 0.0311285 | Time: 1967.27 ms [2022-04-13 09:42:11 main:581] : INFO : Epoch 1557 | loss: 0.0311171 | val_loss: 0.0311264 | Time: 1958.97 ms [2022-04-13 09:42:13 main:581] : INFO : Epoch 1558 | loss: 0.0311171 | val_loss: 0.0311257 | Time: 1960.47 ms [2022-04-13 09:42:15 main:581] : INFO : Epoch 1559 | loss: 0.0311171 | val_loss: 0.0311263 | Time: 2000.75 ms [2022-04-13 09:42:17 main:581] : INFO : Epoch 1560 | loss: 0.0311188 | val_loss: 0.0311257 | Time: 1947.74 ms [2022-04-13 09:42:19 main:581] : INFO : Epoch 1561 | loss: 0.0311222 | val_loss: 0.0311332 | Time: 2026.1 ms [2022-04-13 09:42:21 main:581] : INFO : Epoch 1562 | loss: 0.0311265 | val_loss: 0.0311337 | Time: 1994.18 ms [2022-04-13 09:42:23 main:581] : INFO : Epoch 1563 | loss: 0.0311267 | val_loss: 0.031129 | Time: 1998.34 ms [2022-04-13 09:42:25 main:581] : INFO : Epoch 1564 | loss: 0.0311241 | val_loss: 0.0311292 | Time: 2012.75 ms [2022-04-13 09:42:27 main:581] : INFO : Epoch 1565 | loss: 0.031123 | val_loss: 0.0311274 | Time: 2000.77 ms [2022-04-13 09:42:29 main:581] : INFO : Epoch 1566 | loss: 0.0311214 | val_loss: 0.031134 | Time: 2037.65 ms [2022-04-13 09:42:31 main:581] : INFO : Epoch 1567 | loss: 0.0311214 | val_loss: 0.0311291 | Time: 1970.16 ms [2022-04-13 09:42:33 main:581] : INFO : Epoch 1568 | loss: 0.0311163 | val_loss: 0.0311239 | Time: 1943.48 ms [2022-04-13 09:42:35 main:581] : INFO : Epoch 1569 | loss: 0.0311166 | val_loss: 0.0311251 | Time: 1978.68 ms [2022-04-13 09:42:37 main:581] : INFO : Epoch 1570 | loss: 0.0311138 | val_loss: 0.0311246 | Time: 1990.71 ms [2022-04-13 09:42:39 main:581] : INFO : Epoch 1571 | loss: 0.031114 | val_loss: 0.031124 | Time: 2001.4 ms [2022-04-13 09:42:41 main:581] : INFO : Epoch 1572 | loss: 0.0311138 | val_loss: 0.0311231 | Time: 2016.36 ms [2022-04-13 09:42:43 main:581] : INFO : Epoch 1573 | loss: 0.031112 | val_loss: 0.0311215 | Time: 1995.64 ms [2022-04-13 09:42:45 main:581] : INFO : Epoch 1574 | loss: 0.0311132 | val_loss: 0.0311247 | Time: 2032.58 ms [2022-04-13 09:42:47 main:581] : INFO : Epoch 1575 | loss: 0.0311144 | val_loss: 0.0311304 | Time: 2044.88 ms [2022-04-13 09:42:49 main:581] : INFO : Epoch 1576 | loss: 0.0311225 | val_loss: 0.0311394 | Time: 1959.56 ms [2022-04-13 09:42:51 main:581] : INFO : Epoch 1577 | loss: 0.0311294 | val_loss: 0.0311424 | Time: 1942.1 ms [2022-04-13 09:42:53 main:581] : INFO : Epoch 1578 | loss: 0.0311282 | val_loss: 0.0311354 | Time: 2029.53 ms [2022-04-13 09:42:55 main:581] : INFO : Epoch 1579 | loss: 0.0311221 | val_loss: 0.0311308 | Time: 2033.14 ms [2022-04-13 09:42:57 main:581] : INFO : Epoch 1580 | loss: 0.0311199 | val_loss: 0.0311285 | Time: 2017.66 ms [2022-04-13 09:42:59 main:581] : INFO : Epoch 1581 | loss: 0.0311198 | val_loss: 0.0311282 | Time: 1989.92 ms [2022-04-13 09:43:01 main:581] : INFO : Epoch 1582 | loss: 0.0311176 | val_loss: 0.0311286 | Time: 1927.71 ms [2022-04-13 09:43:03 main:581] : INFO : Epoch 1583 | loss: 0.0311184 | val_loss: 0.0311295 | Time: 2000.53 ms [2022-04-13 09:43:05 main:581] : INFO : Epoch 1584 | loss: 0.0311169 | val_loss: 0.03113 | Time: 1986.69 ms [2022-04-13 09:43:07 main:581] : INFO : Epoch 1585 | loss: 0.0311205 | val_loss: 0.0311298 | Time: 1997.47 ms [2022-04-13 09:43:09 main:581] : INFO : Epoch 1586 | loss: 0.0311241 | val_loss: 0.0311307 | Time: 2013.47 ms [2022-04-13 09:43:11 main:581] : INFO : Epoch 1587 | loss: 0.0311219 | val_loss: 0.0311288 | Time: 2005.88 ms [2022-04-13 09:43:13 main:581] : INFO : Epoch 1588 | loss: 0.0311237 | val_loss: 0.0311348 | Time: 1982.94 ms [2022-04-13 09:43:15 main:581] : INFO : Epoch 1589 | loss: 0.0311226 | val_loss: 0.031136 | Time: 1989.87 ms [2022-04-13 09:43:17 main:581] : INFO : Epoch 1590 | loss: 0.0311214 | val_loss: 0.0311351 | Time: 1943.69 ms [2022-04-13 09:43:19 main:581] : INFO : Epoch 1591 | loss: 0.0311213 | val_loss: 0.0311311 | Time: 1990.16 ms [2022-04-13 09:43:21 main:581] : INFO : Epoch 1592 | loss: 0.0311251 | val_loss: 0.0311407 | Time: 1995.25 ms [2022-04-13 09:43:23 main:581] : INFO : Epoch 1593 | loss: 0.0311303 | val_loss: 0.0311479 | Time: 2005.69 ms [2022-04-13 09:43:25 main:581] : INFO : Epoch 1594 | loss: 0.0311302 | val_loss: 0.0311446 | Time: 2010.37 ms [2022-04-13 09:43:27 main:581] : INFO : Epoch 1595 | loss: 0.0311431 | val_loss: 0.0311503 | Time: 1953.02 ms [2022-04-13 09:43:29 main:581] : INFO : Epoch 1596 | loss: 0.0311393 | val_loss: 0.0311375 | Time: 1991.83 ms [2022-04-13 09:43:31 main:581] : INFO : Epoch 1597 | loss: 0.0311327 | val_loss: 0.031137 | Time: 1991.35 ms [2022-04-13 09:43:33 main:581] : INFO : Epoch 1598 | loss: 0.0311621 | val_loss: 0.0311947 | Time: 2020.95 ms [2022-04-13 09:43:35 main:581] : INFO : Epoch 1599 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 2015.23 ms [2022-04-13 09:43:37 main:581] : INFO : Epoch 1600 | loss: 0.0311906 | val_loss: 0.0311829 | Time: 2016.37 ms [2022-04-13 09:43:39 main:581] : INFO : Epoch 1601 | loss: 0.0311852 | val_loss: 0.0311776 | Time: 2042.5 ms [2022-04-13 09:43:41 main:581] : INFO : Epoch 1602 | loss: 0.0311769 | val_loss: 0.0311666 | Time: 2019.57 ms [2022-04-13 09:43:43 main:581] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311613 | Time: 2001.25 ms [2022-04-13 09:43:45 main:581] : INFO : Epoch 1604 | loss: 0.031163 | val_loss: 0.0311581 | Time: 1933.85 ms [2022-04-13 09:43:47 main:581] : INFO : Epoch 1605 | loss: 0.0311612 | val_loss: 0.0311577 | Time: 1988 ms [2022-04-13 09:43:49 main:581] : INFO : Epoch 1606 | loss: 0.0311643 | val_loss: 0.0311568 | Time: 2032.78 ms [2022-04-13 09:43:51 main:581] : INFO : Epoch 1607 | loss: 0.0311605 | val_loss: 0.0311549 | Time: 2026.28 ms [2022-04-13 09:43:53 main:581] : INFO : Epoch 1608 | loss: 0.0311563 | val_loss: 0.031154 | Time: 1966.86 ms [2022-04-13 09:43:55 main:581] : INFO : Epoch 1609 | loss: 0.0311561 | val_loss: 0.0311562 | Time: 1968.91 ms [2022-04-13 09:43:57 main:581] : INFO : Epoch 1610 | loss: 0.0311541 | val_loss: 0.0311588 | Time: 1976.63 ms [2022-04-13 09:43:59 main:581] : INFO : Epoch 1611 | loss: 0.0311565 | val_loss: 0.0311541 | Time: 2036.31 ms [2022-04-13 09:44:01 main:581] : INFO : Epoch 1612 | loss: 0.0311552 | val_loss: 0.0311542 | Time: 1970.54 ms [2022-04-13 09:44:03 main:581] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311553 | Time: 1969.21 ms [2022-04-13 09:44:05 main:581] : INFO : Epoch 1614 | loss: 0.0311531 | val_loss: 0.0311532 | Time: 1988.79 ms [2022-04-13 09:44:07 main:581] : INFO : Epoch 1615 | loss: 0.0311513 | val_loss: 0.0311535 | Time: 2000.69 ms [2022-04-13 09:44:09 main:581] : INFO : Epoch 1616 | loss: 0.0311503 | val_loss: 0.0311477 | Time: 2010.63 ms [2022-04-13 09:44:11 main:581] : INFO : Epoch 1617 | loss: 0.0311474 | val_loss: 0.0311461 | Time: 2034.18 ms [2022-04-13 09:44:13 main:581] : INFO : Epoch 1618 | loss: 0.0311465 | val_loss: 0.031149 | Time: 1948.06 ms [2022-04-13 09:44:15 main:581] : INFO : Epoch 1619 | loss: 0.0311447 | val_loss: 0.0311493 | Time: 1991.2 ms [2022-04-13 09:44:17 main:581] : INFO : Epoch 1620 | loss: 0.0311441 | val_loss: 0.0311473 | Time: 2016.65 ms [2022-04-13 09:44:19 main:581] : INFO : Epoch 1621 | loss: 0.0311426 | val_loss: 0.0311449 | Time: 1938.72 ms [2022-04-13 09:44:21 main:581] : INFO : Epoch 1622 | loss: 0.0311419 | val_loss: 0.0311466 | Time: 2010.33 ms [2022-04-13 09:44:23 main:581] : INFO : Epoch 1623 | loss: 0.0311434 | val_loss: 0.0311446 | Time: 2011.8 ms [2022-04-13 09:44:25 main:581] : INFO : Epoch 1624 | loss: 0.0311431 | val_loss: 0.0311433 | Time: 2012.79 ms [2022-04-13 09:44:27 main:581] : INFO : Epoch 1625 | loss: 0.031141 | val_loss: 0.0311426 | Time: 2012.74 ms [2022-04-13 09:44:29 main:581] : INFO : Epoch 1626 | loss: 0.0311412 | val_loss: 0.031142 | Time: 1998.23 ms [2022-04-13 09:44:31 main:581] : INFO : Epoch 1627 | loss: 0.0311421 | val_loss: 0.0311487 | Time: 2007.5 ms [2022-04-13 09:44:33 main:581] : INFO : Epoch 1628 | loss: 0.0311429 | val_loss: 0.0311435 | Time: 2017.63 ms [2022-04-13 09:44:35 main:581] : INFO : Epoch 1629 | loss: 0.031142 | val_loss: 0.0311426 | Time: 2030.18 ms [2022-04-13 09:44:37 main:581] : INFO : Epoch 1630 | loss: 0.0311444 | val_loss: 0.031142 | Time: 2008.81 ms [2022-04-13 09:44:39 main:581] : INFO : Epoch 1631 | loss: 0.031141 | val_loss: 0.0311396 | Time: 2001.52 ms [2022-04-13 09:44:41 main:581] : INFO : Epoch 1632 | loss: 0.03114 | val_loss: 0.0311407 | Time: 2029.88 ms [2022-04-13 09:44:43 main:581] : INFO : Epoch 1633 | loss: 0.0311387 | val_loss: 0.031142 | Time: 1988.78 ms [2022-04-13 09:44:45 main:581] : INFO : Epoch 1634 | loss: 0.0311383 | val_loss: 0.0311424 | Time: 2018.43 ms [2022-04-13 09:44:47 main:581] : INFO : Epoch 1635 | loss: 0.0311377 | val_loss: 0.0311423 | Time: 1991.29 ms [2022-04-13 09:44:49 main:581] : INFO : Epoch 1636 | loss: 0.0311384 | val_loss: 0.0311451 | Time: 1990.82 ms [2022-04-13 09:44:51 main:581] : INFO : Epoch 1637 | loss: 0.0311386 | val_loss: 0.0311415 | Time: 1974.87 ms [2022-04-13 09:44:53 main:581] : INFO : Epoch 1638 | loss: 0.0311403 | val_loss: 0.0311472 | Time: 1936 ms [2022-04-13 09:44:55 main:581] : INFO : Epoch 1639 | loss: 0.0311415 | val_loss: 0.0311717 | Time: 2015.87 ms [2022-04-13 09:44:57 main:581] : INFO : Epoch 1640 | loss: 0.0406128 | val_loss: 0.0787713 | Time: 1987.25 ms [2022-04-13 09:44:59 main:581] : INFO : Epoch 1641 | loss: 0.0469754 | val_loss: 0.0359817 | Time: 1998.99 ms [2022-04-13 09:45:01 main:581] : INFO : Epoch 1642 | loss: 0.0324662 | val_loss: 0.031576 | Time: 2053.05 ms [2022-04-13 09:45:03 main:581] : INFO : Epoch 1643 | loss: 0.0313468 | val_loss: 0.0312471 | Time: 2027.2 ms [2022-04-13 09:45:05 main:581] : INFO : Epoch 1644 | loss: 0.0312519 | val_loss: 0.0312362 | Time: 1994.7 ms [2022-04-13 09:45:07 main:581] : INFO : Epoch 1645 | loss: 0.0312325 | val_loss: 0.0312273 | Time: 1939.96 ms [2022-04-13 09:45:09 main:581] : INFO : Epoch 1646 | loss: 0.0312267 | val_loss: 0.0312258 | Time: 1937.03 ms [2022-04-13 09:45:11 main:581] : INFO : Epoch 1647 | loss: 0.0312224 | val_loss: 0.03122 | Time: 1998.82 ms [2022-04-13 09:45:13 main:581] : INFO : Epoch 1648 | loss: 0.0312182 | val_loss: 0.031216 | Time: 2008.23 ms [2022-04-13 09:45:15 main:581] : INFO : Epoch 1649 | loss: 0.031215 | val_loss: 0.0312136 | Time: 1968.82 ms [2022-04-13 09:45:17 main:581] : INFO : Epoch 1650 | loss: 0.0312114 | val_loss: 0.0312096 | Time: 1952.07 ms [2022-04-13 09:45:19 main:581] : INFO : Epoch 1651 | loss: 0.031208 | val_loss: 0.0312065 | Time: 2013.51 ms [2022-04-13 09:45:21 main:581] : INFO : Epoch 1652 | loss: 0.0312049 | val_loss: 0.0312044 | Time: 1931.78 ms [2022-04-13 09:45:23 main:581] : INFO : Epoch 1653 | loss: 0.0312027 | val_loss: 0.0312014 | Time: 1997.17 ms [2022-04-13 09:45:25 main:581] : INFO : Epoch 1654 | loss: 0.0312002 | val_loss: 0.0311989 | Time: 1991.53 ms [2022-04-13 09:45:27 main:581] : INFO : Epoch 1655 | loss: 0.0311992 | val_loss: 0.031198 | Time: 1985.79 ms [2022-04-13 09:45:29 main:581] : INFO : Epoch 1656 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 2022.2 ms [2022-04-13 09:45:31 main:581] : INFO : Epoch 1657 | loss: 0.0311957 | val_loss: 0.0311956 | Time: 1978.74 ms [2022-04-13 09:45:33 main:581] : INFO : Epoch 1658 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 1960.83 ms [2022-04-13 09:45:35 main:581] : INFO : Epoch 1659 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 1965.36 ms [2022-04-13 09:45:37 main:581] : INFO : Epoch 1660 | loss: 0.0311923 | val_loss: 0.0311901 | Time: 2014.36 ms [2022-04-13 09:45:39 main:581] : INFO : Epoch 1661 | loss: 0.0311893 | val_loss: 0.03119 | Time: 2027.32 ms [2022-04-13 09:45:41 main:581] : INFO : Epoch 1662 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 1990.68 ms [2022-04-13 09:45:43 main:581] : INFO : Epoch 1663 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 2000.7 ms [2022-04-13 09:45:45 main:581] : INFO : Epoch 1664 | loss: 0.031185 | val_loss: 0.0311875 | Time: 1992.66 ms [2022-04-13 09:45:47 main:581] : INFO : Epoch 1665 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 1991.8 ms [2022-04-13 09:45:49 main:581] : INFO : Epoch 1666 | loss: 0.0311854 | val_loss: 0.031186 | Time: 2024.95 ms [2022-04-13 09:45:51 main:581] : INFO : Epoch 1667 | loss: 0.0311833 | val_loss: 0.0311856 | Time: 1971.99 ms [2022-04-13 09:45:53 main:581] : INFO : Epoch 1668 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 1943.41 ms [2022-04-13 09:45:55 main:581] : INFO : Epoch 1669 | loss: 0.0311837 | val_loss: 0.0311853 | Time: 1964.59 ms [2022-04-13 09:45:57 main:581] : INFO : Epoch 1670 | loss: 0.0311822 | val_loss: 0.0311846 | Time: 2009.14 ms [2022-04-13 09:45:58 main:581] : INFO : Epoch 1671 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 1946.1 ms [2022-04-13 09:46:00 main:581] : INFO : Epoch 1672 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 2002.52 ms [2022-04-13 09:46:03 main:581] : INFO : Epoch 1673 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 2001.44 ms [2022-04-13 09:46:05 main:581] : INFO : Epoch 1674 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 2026.43 ms [2022-04-13 09:46:07 main:581] : INFO : Epoch 1675 | loss: 0.0311791 | val_loss: 0.031181 | Time: 2016.26 ms [2022-04-13 09:46:09 main:581] : INFO : Epoch 1676 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1993.65 ms [2022-04-13 09:46:11 main:581] : INFO : Epoch 1677 | loss: 0.0311801 | val_loss: 0.0311798 | Time: 2010.59 ms [2022-04-13 09:46:13 main:581] : INFO : Epoch 1678 | loss: 0.031181 | val_loss: 0.0311814 | Time: 2026.01 ms [2022-04-13 09:46:15 main:581] : INFO : Epoch 1679 | loss: 0.0311835 | val_loss: 0.0311824 | Time: 1954.97 ms [2022-04-13 09:46:17 main:581] : INFO : Epoch 1680 | loss: 0.0311828 | val_loss: 0.0311813 | Time: 2003.73 ms [2022-04-13 09:46:19 main:581] : INFO : Epoch 1681 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 2011.06 ms [2022-04-13 09:46:21 main:581] : INFO : Epoch 1682 | loss: 0.0311807 | val_loss: 0.031181 | Time: 1971.3 ms [2022-04-13 09:46:22 main:581] : INFO : Epoch 1683 | loss: 0.0311793 | val_loss: 0.0311765 | Time: 1966.27 ms [2022-04-13 09:46:24 main:581] : INFO : Epoch 1684 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2005.09 ms [2022-04-13 09:46:26 main:581] : INFO : Epoch 1685 | loss: 0.0311767 | val_loss: 0.0311745 | Time: 1964.09 ms [2022-04-13 09:46:28 main:581] : INFO : Epoch 1686 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 2037.04 ms [2022-04-13 09:46:31 main:581] : INFO : Epoch 1687 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 2112.84 ms [2022-04-13 09:46:33 main:581] : INFO : Epoch 1688 | loss: 0.031172 | val_loss: 0.0311741 | Time: 2008.43 ms [2022-04-13 09:46:35 main:581] : INFO : Epoch 1689 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 2028.88 ms [2022-04-13 09:46:37 main:581] : INFO : Epoch 1690 | loss: 0.031172 | val_loss: 0.0311729 | Time: 2211.13 ms [2022-04-13 09:46:39 main:581] : INFO : Epoch 1691 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 2281.31 ms [2022-04-13 09:46:41 main:581] : INFO : Epoch 1692 | loss: 0.0311725 | val_loss: 0.0311704 | Time: 2291.9 ms [2022-04-13 09:46:44 main:581] : INFO : Epoch 1693 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 2300.35 ms [2022-04-13 09:46:46 main:581] : INFO : Epoch 1694 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 2299.29 ms [2022-04-13 09:46:48 main:581] : INFO : Epoch 1695 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 2287.77 ms [2022-04-13 09:46:51 main:581] : INFO : Epoch 1696 | loss: 0.0311672 | val_loss: 0.0311662 | Time: 2277.59 ms [2022-04-13 09:46:53 main:581] : INFO : Epoch 1697 | loss: 0.0311667 | val_loss: 0.031169 | Time: 2278.64 ms [2022-04-13 09:46:55 main:581] : INFO : Epoch 1698 | loss: 0.031168 | val_loss: 0.0311694 | Time: 2009.06 ms [2022-04-13 09:46:57 main:581] : INFO : Epoch 1699 | loss: 0.031167 | val_loss: 0.0311675 | Time: 2097.59 ms [2022-04-13 09:46:59 main:581] : INFO : Epoch 1700 | loss: 0.0311668 | val_loss: 0.0311653 | Time: 1983.47 ms [2022-04-13 09:47:01 main:581] : INFO : Epoch 1701 | loss: 0.0311646 | val_loss: 0.0311639 | Time: 1994.12 ms [2022-04-13 09:47:03 main:581] : INFO : Epoch 1702 | loss: 0.031165 | val_loss: 0.0311642 | Time: 2015.88 ms [2022-04-13 09:47:05 main:581] : INFO : Epoch 1703 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 2162.29 ms [2022-04-13 09:47:07 main:581] : INFO : Epoch 1704 | loss: 0.0311649 | val_loss: 0.0311639 | Time: 2245.66 ms [2022-04-13 09:47:10 main:581] : INFO : Epoch 1705 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 2260.03 ms [2022-04-13 09:47:12 main:581] : INFO : Epoch 1706 | loss: 0.0311637 | val_loss: 0.0311627 | Time: 2290.32 ms [2022-04-13 09:47:14 main:581] : INFO : Epoch 1707 | loss: 0.0311645 | val_loss: 0.031162 | Time: 2299.19 ms [2022-04-13 09:47:17 main:581] : INFO : Epoch 1708 | loss: 0.0311632 | val_loss: 0.031161 | Time: 2304.34 ms [2022-04-13 09:47:19 main:581] : INFO : Epoch 1709 | loss: 0.0311616 | val_loss: 0.0311612 | Time: 2292.84 ms [2022-04-13 09:47:21 main:581] : INFO : Epoch 1710 | loss: 0.0311605 | val_loss: 0.0311603 | Time: 2303.29 ms [2022-04-13 09:47:23 main:581] : INFO : Epoch 1711 | loss: 0.0311582 | val_loss: 0.031157 | Time: 2322.75 ms [2022-04-13 09:47:26 main:581] : INFO : Epoch 1712 | loss: 0.0311566 | val_loss: 0.0311548 | Time: 2158.43 ms [2022-04-13 09:47:28 main:581] : INFO : Epoch 1713 | loss: 0.0311571 | val_loss: 0.0311593 | Time: 2231.42 ms [2022-04-13 09:47:30 main:581] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311556 | Time: 2118.96 ms [2022-04-13 09:47:32 main:581] : INFO : Epoch 1715 | loss: 0.0311553 | val_loss: 0.031157 | Time: 2275.24 ms [2022-04-13 09:47:34 main:581] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311566 | Time: 2084.01 ms [2022-04-13 09:47:36 main:581] : INFO : Epoch 1717 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 2063.31 ms [2022-04-13 09:47:38 main:581] : INFO : Epoch 1718 | loss: 0.0311594 | val_loss: 0.0311596 | Time: 2013.49 ms [2022-04-13 09:47:40 main:581] : INFO : Epoch 1719 | loss: 0.0311581 | val_loss: 0.0311577 | Time: 2041.47 ms [2022-04-13 09:47:43 main:581] : INFO : Epoch 1720 | loss: 0.0311563 | val_loss: 0.0311563 | Time: 2034.38 ms [2022-04-13 09:47:45 main:581] : INFO : Epoch 1721 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 2078.91 ms [2022-04-13 09:47:47 main:581] : INFO : Epoch 1722 | loss: 0.0311544 | val_loss: 0.0311532 | Time: 2144.59 ms [2022-04-13 09:47:49 main:581] : INFO : Epoch 1723 | loss: 0.0311513 | val_loss: 0.0311518 | Time: 1999.72 ms [2022-04-13 09:47:51 main:581] : INFO : Epoch 1724 | loss: 0.0311522 | val_loss: 0.0311515 | Time: 2071.91 ms [2022-04-13 09:47:53 main:581] : INFO : Epoch 1725 | loss: 0.0311521 | val_loss: 0.0311528 | Time: 2286.82 ms [2022-04-13 09:47:55 main:581] : INFO : Epoch 1726 | loss: 0.0311485 | val_loss: 0.0311495 | Time: 2245.69 ms [2022-04-13 09:47:58 main:581] : INFO : Epoch 1727 | loss: 0.0311552 | val_loss: 0.0311492 | Time: 2268.3 ms [2022-04-13 09:48:00 main:581] : INFO : Epoch 1728 | loss: 0.0311522 | val_loss: 0.0311475 | Time: 2250.47 ms [2022-04-13 09:48:02 main:581] : INFO : Epoch 1729 | loss: 0.0311515 | val_loss: 0.0311501 | Time: 2302.18 ms [2022-04-13 09:48:04 main:581] : INFO : Epoch 1730 | loss: 0.0311491 | val_loss: 0.0311476 | Time: 2261.04 ms [2022-04-13 09:48:07 main:581] : INFO : Epoch 1731 | loss: 0.0311483 | val_loss: 0.0311471 | Time: 2121.96 ms [2022-04-13 09:48:09 main:581] : INFO : Epoch 1732 | loss: 0.0311479 | val_loss: 0.0311487 | Time: 2033.69 ms [2022-04-13 09:48:11 main:581] : INFO : Epoch 1733 | loss: 0.0311483 | val_loss: 0.0311511 | Time: 2057.78 ms [2022-04-13 09:48:13 main:581] : INFO : Epoch 1734 | loss: 0.0311494 | val_loss: 0.0311487 | Time: 2090.54 ms [2022-04-13 09:48:15 main:581] : INFO : Epoch 1735 | loss: 0.0311488 | val_loss: 0.0311513 | Time: 2229.86 ms [2022-04-13 09:48:17 main:581] : INFO : Epoch 1736 | loss: 0.0311477 | val_loss: 0.031152 | Time: 2047.41 ms [2022-04-13 09:48:19 main:581] : INFO : Epoch 1737 | loss: 0.0311499 | val_loss: 0.0311522 | Time: 2021.46 ms [2022-04-13 09:48:21 main:581] : INFO : Epoch 1738 | loss: 0.0311466 | val_loss: 0.0311504 | Time: 2069.47 ms [2022-04-13 09:48:23 main:581] : INFO : Epoch 1739 | loss: 0.031148 | val_loss: 0.0311542 | Time: 2192.36 ms [2022-04-13 09:48:26 main:581] : INFO : Epoch 1740 | loss: 0.0311475 | val_loss: 0.03115 | Time: 2300.74 ms [2022-04-13 09:48:28 main:581] : INFO : Epoch 1741 | loss: 0.0311471 | val_loss: 0.0311547 | Time: 2242.05 ms [2022-04-13 09:48:30 main:581] : INFO : Epoch 1742 | loss: 0.0311521 | val_loss: 0.0311504 | Time: 2289.45 ms [2022-04-13 09:48:32 main:581] : INFO : Epoch 1743 | loss: 0.0311469 | val_loss: 0.0311543 | Time: 2306.78 ms [2022-04-13 09:48:35 main:581] : INFO : Epoch 1744 | loss: 0.0311495 | val_loss: 0.0311499 | Time: 2285.78 ms [2022-04-13 09:48:37 main:581] : INFO : Epoch 1745 | loss: 0.0311465 | val_loss: 0.0311477 | Time: 2296.31 ms [2022-04-13 09:48:39 main:581] : INFO : Epoch 1746 | loss: 0.0311453 | val_loss: 0.0311504 | Time: 2153.59 ms [2022-04-13 09:48:41 main:581] : INFO : Epoch 1747 | loss: 0.0311469 | val_loss: 0.031162 | Time: 1959.92 ms [2022-04-13 09:48:43 main:581] : INFO : Epoch 1748 | loss: 0.0311483 | val_loss: 0.0311469 | Time: 1953.65 ms [2022-04-13 09:48:45 main:581] : INFO : Epoch 1749 | loss: 0.0311432 | val_loss: 0.0311455 | Time: 1973.46 ms [2022-04-13 09:48:47 main:581] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311522 | Time: 2011.1 ms [2022-04-13 09:48:49 main:581] : INFO : Epoch 1751 | loss: 0.0311447 | val_loss: 0.0311472 | Time: 1989.45 ms [2022-04-13 09:48:51 main:581] : INFO : Epoch 1752 | loss: 0.0311477 | val_loss: 0.0311468 | Time: 1998.63 ms [2022-04-13 09:48:53 main:581] : INFO : Epoch 1753 | loss: 0.0311454 | val_loss: 0.0311548 | Time: 1998.06 ms [2022-04-13 09:48:55 main:581] : INFO : Epoch 1754 | loss: 0.0311442 | val_loss: 0.0311498 | Time: 1988.63 ms [2022-04-13 09:48:57 main:581] : INFO : Epoch 1755 | loss: 0.0311426 | val_loss: 0.0311492 | Time: 1964.33 ms [2022-04-13 09:48:59 main:581] : INFO : Epoch 1756 | loss: 0.0311416 | val_loss: 0.0311493 | Time: 1949.08 ms [2022-04-13 09:49:01 main:581] : INFO : Epoch 1757 | loss: 0.0311413 | val_loss: 0.03115 | Time: 1983.49 ms [2022-04-13 09:49:03 main:581] : INFO : Epoch 1758 | loss: 0.0311424 | val_loss: 0.0311502 | Time: 1958.69 ms [2022-04-13 09:49:05 main:581] : INFO : Epoch 1759 | loss: 0.0311436 | val_loss: 0.0311472 | Time: 2015.89 ms [2022-04-13 09:49:07 main:581] : INFO : Epoch 1760 | loss: 0.0311399 | val_loss: 0.0311472 | Time: 2016.25 ms [2022-04-13 09:49:09 main:581] : INFO : Epoch 1761 | loss: 0.0311412 | val_loss: 0.0311478 | Time: 1971.46 ms [2022-04-13 09:49:11 main:581] : INFO : Epoch 1762 | loss: 0.0311506 | val_loss: 0.031167 | Time: 1987.45 ms [2022-04-13 09:49:13 main:581] : INFO : Epoch 1763 | loss: 0.0311465 | val_loss: 0.0311489 | Time: 1962.77 ms [2022-04-13 09:49:15 main:581] : INFO : Epoch 1764 | loss: 0.0311421 | val_loss: 0.0311484 | Time: 1959.34 ms [2022-04-13 09:49:17 main:581] : INFO : Epoch 1765 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 1981.4 ms [2022-04-13 09:49:19 main:581] : INFO : Epoch 1766 | loss: 0.0311474 | val_loss: 0.0311476 | Time: 1973.99 ms [2022-04-13 09:49:21 main:581] : INFO : Epoch 1767 | loss: 0.0311437 | val_loss: 0.0311481 | Time: 2022.78 ms [2022-04-13 09:49:23 main:581] : INFO : Epoch 1768 | loss: 0.0311417 | val_loss: 0.0311475 | Time: 2017.87 ms [2022-04-13 09:49:25 main:581] : INFO : Epoch 1769 | loss: 0.0311397 | val_loss: 0.0311467 | Time: 1972.89 ms [2022-04-13 09:49:27 main:581] : INFO : Epoch 1770 | loss: 0.031141 | val_loss: 0.0311486 | Time: 1978.12 ms [2022-04-13 09:49:29 main:581] : INFO : Epoch 1771 | loss: 0.031142 | val_loss: 0.0311499 | Time: 1972.42 ms [2022-04-13 09:49:31 main:581] : INFO : Epoch 1772 | loss: 0.0311426 | val_loss: 0.0311488 | Time: 1964.15 ms [2022-04-13 09:49:33 main:581] : INFO : Epoch 1773 | loss: 0.0311402 | val_loss: 0.0311497 | Time: 1965.91 ms [2022-04-13 09:49:35 main:581] : INFO : Epoch 1774 | loss: 0.0311409 | val_loss: 0.031147 | Time: 1983.86 ms [2022-04-13 09:49:37 main:581] : INFO : Epoch 1775 | loss: 0.0311392 | val_loss: 0.0311459 | Time: 1993.57 ms [2022-04-13 09:49:39 main:581] : INFO : Epoch 1776 | loss: 0.0311388 | val_loss: 0.0311469 | Time: 1964.79 ms [2022-04-13 09:49:41 main:581] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.0311464 | Time: 1981.39 ms [2022-04-13 09:49:43 main:581] : INFO : Epoch 1778 | loss: 0.0311383 | val_loss: 0.0311479 | Time: 1969.75 ms [2022-04-13 09:49:44 main:581] : INFO : Epoch 1779 | loss: 0.031138 | val_loss: 0.0311461 | Time: 1903.92 ms [2022-04-13 09:49:46 main:581] : INFO : Epoch 1780 | loss: 0.0311368 | val_loss: 0.0311488 | Time: 1944.99 ms [2022-04-13 09:49:48 main:581] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311509 | Time: 1971.72 ms [2022-04-13 09:49:50 main:581] : INFO : Epoch 1782 | loss: 0.0311374 | val_loss: 0.031148 | Time: 2015.63 ms [2022-04-13 09:49:52 main:581] : INFO : Epoch 1783 | loss: 0.0311362 | val_loss: 0.0311476 | Time: 1982.69 ms [2022-04-13 09:49:54 main:581] : INFO : Epoch 1784 | loss: 0.0311358 | val_loss: 0.0311456 | Time: 1989.36 ms [2022-04-13 09:49:56 main:581] : INFO : Epoch 1785 | loss: 0.0311358 | val_loss: 0.0311425 | Time: 1994.05 ms [2022-04-13 09:49:58 main:581] : INFO : Epoch 1786 | loss: 0.0311365 | val_loss: 0.031144 | Time: 1974.64 ms [2022-04-13 09:50:00 main:581] : INFO : Epoch 1787 | loss: 0.0311451 | val_loss: 0.0311482 | Time: 1989.89 ms [2022-04-13 09:50:02 main:581] : INFO : Epoch 1788 | loss: 0.0311462 | val_loss: 0.031148 | Time: 1977.77 ms [2022-04-13 09:50:04 main:581] : INFO : Epoch 1789 | loss: 0.031145 | val_loss: 0.0311482 | Time: 1942.7 ms [2022-04-13 09:50:06 main:581] : INFO : Epoch 1790 | loss: 0.0311454 | val_loss: 0.0311446 | Time: 2018.18 ms [2022-04-13 09:50:08 main:581] : INFO : Epoch 1791 | loss: 0.0311412 | val_loss: 0.0311451 | Time: 1985.47 ms [2022-04-13 09:50:10 main:581] : INFO : Epoch 1792 | loss: 0.0311402 | val_loss: 0.0311427 | Time: 1977.35 ms [2022-04-13 09:50:12 main:581] : INFO : Epoch 1793 | loss: 0.0311415 | val_loss: 0.031151 | Time: 1990.39 ms [2022-04-13 09:50:14 main:581] : INFO : Epoch 1794 | loss: 0.0311436 | val_loss: 0.0311451 | Time: 1972.02 ms [2022-04-13 09:50:16 main:581] : INFO : Epoch 1795 | loss: 0.0311424 | val_loss: 0.0311476 | Time: 1973.37 ms [2022-04-13 09:50:18 main:581] : INFO : Epoch 1796 | loss: 0.0311378 | val_loss: 0.0311497 | Time: 1995.69 ms [2022-04-13 09:50:20 main:581] : INFO : Epoch 1797 | loss: 0.0311397 | val_loss: 0.0311463 | Time: 2006.44 ms [2022-04-13 09:50:22 main:581] : INFO : Epoch 1798 | loss: 0.0311399 | val_loss: 0.0311452 | Time: 1997.65 ms [2022-04-13 09:50:24 main:581] : INFO : Epoch 1799 | loss: 0.0311395 | val_loss: 0.0311431 | Time: 1985.04 ms [2022-04-13 09:50:26 main:581] : INFO : Epoch 1800 | loss: 0.0311407 | val_loss: 0.0311534 | Time: 1960.41 ms [2022-04-13 09:50:28 main:581] : INFO : Epoch 1801 | loss: 0.0311461 | val_loss: 0.0311535 | Time: 1930 ms [2022-04-13 09:50:30 main:581] : INFO : Epoch 1802 | loss: 0.0311508 | val_loss: 0.031148 | Time: 1968.47 ms [2022-04-13 09:50:32 main:581] : INFO : Epoch 1803 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1937.44 ms [2022-04-13 09:50:34 main:581] : INFO : Epoch 1804 | loss: 0.0311472 | val_loss: 0.0311453 | Time: 1996.47 ms [2022-04-13 09:50:36 main:581] : INFO : Epoch 1805 | loss: 0.0311422 | val_loss: 0.0311497 | Time: 2003.09 ms [2022-04-13 09:50:38 main:581] : INFO : Epoch 1806 | loss: 0.0311418 | val_loss: 0.0311451 | Time: 1973.89 ms [2022-04-13 09:50:40 main:581] : INFO : Epoch 1807 | loss: 0.0311428 | val_loss: 0.0311521 | Time: 1961.86 ms [2022-04-13 09:50:42 main:581] : INFO : Epoch 1808 | loss: 0.0311406 | val_loss: 0.031154 | Time: 1978.71 ms [2022-04-13 09:50:44 main:581] : INFO : Epoch 1809 | loss: 0.03114 | val_loss: 0.0311457 | Time: 1999.54 ms [2022-04-13 09:50:46 main:581] : INFO : Epoch 1810 | loss: 0.0311361 | val_loss: 0.0311447 | Time: 1929.14 ms [2022-04-13 09:50:48 main:581] : INFO : Epoch 1811 | loss: 0.0311359 | val_loss: 0.0311453 | Time: 1956.04 ms [2022-04-13 09:50:50 main:581] : INFO : Epoch 1812 | loss: 0.0311367 | val_loss: 0.0311446 | Time: 1952.81 ms [2022-04-13 09:50:52 main:581] : INFO : Epoch 1813 | loss: 0.0311345 | val_loss: 0.0311435 | Time: 1995.96 ms [2022-04-13 09:50:54 main:581] : INFO : Epoch 1814 | loss: 0.031137 | val_loss: 0.031145 | Time: 2009.34 ms [2022-04-13 09:50:56 main:581] : INFO : Epoch 1815 | loss: 0.0311364 | val_loss: 0.031153 | Time: 2007.79 ms [2022-04-13 09:50:58 main:581] : INFO : Epoch 1816 | loss: 0.0311382 | val_loss: 0.031147 | Time: 2038.53 ms [2022-04-13 09:51:00 main:581] : INFO : Epoch 1817 | loss: 0.0311376 | val_loss: 0.0311441 | Time: 2004.64 ms [2022-04-13 09:51:02 main:581] : INFO : Epoch 1818 | loss: 0.0311399 | val_loss: 0.0311428 | Time: 1978.36 ms [2022-04-13 09:51:04 main:581] : INFO : Epoch 1819 | loss: 0.0311377 | val_loss: 0.0311411 | Time: 1938.63 ms [2022-04-13 09:51:06 main:581] : INFO : Epoch 1820 | loss: 0.031135 | val_loss: 0.0311426 | Time: 1992.4 ms [2022-04-13 09:51:08 main:581] : INFO : Epoch 1821 | loss: 0.0311355 | val_loss: 0.031141 | Time: 2041.41 ms [2022-04-13 09:51:10 main:581] : INFO : Epoch 1822 | loss: 0.0311343 | val_loss: 0.0311409 | Time: 2008.79 ms [2022-04-13 09:51:12 main:581] : INFO : Epoch 1823 | loss: 0.031136 | val_loss: 0.031144 | Time: 1999.98 ms [2022-04-13 09:51:14 main:581] : INFO : Epoch 1824 | loss: 0.0311352 | val_loss: 0.0311389 | Time: 1999.6 ms [2022-04-13 09:51:16 main:581] : INFO : Epoch 1825 | loss: 0.0311334 | val_loss: 0.0311379 | Time: 2010.82 ms [2022-04-13 09:51:18 main:581] : INFO : Epoch 1826 | loss: 0.0311329 | val_loss: 0.0311457 | Time: 2006.58 ms [2022-04-13 09:51:20 main:581] : INFO : Epoch 1827 | loss: 0.0311338 | val_loss: 0.0311401 | Time: 1993.47 ms [2022-04-13 09:51:22 main:581] : INFO : Epoch 1828 | loss: 0.0311316 | val_loss: 0.0311408 | Time: 2009.78 ms [2022-04-13 09:51:24 main:581] : INFO : Epoch 1829 | loss: 0.0311337 | val_loss: 0.031149 | Time: 1981.81 ms [2022-04-13 09:51:26 main:581] : INFO : Epoch 1830 | loss: 0.0311321 | val_loss: 0.031139 | Time: 2001.62 ms [2022-04-13 09:51:28 main:581] : INFO : Epoch 1831 | loss: 0.0311302 | val_loss: 0.0311394 | Time: 2000.19 ms [2022-04-13 09:51:30 main:581] : INFO : Epoch 1832 | loss: 0.0311285 | val_loss: 0.0311432 | Time: 1921.97 ms [2022-04-13 09:51:32 main:581] : INFO : Epoch 1833 | loss: 0.0311287 | val_loss: 0.0311397 | Time: 1936.45 ms [2022-04-13 09:51:34 main:581] : INFO : Epoch 1834 | loss: 0.0311275 | val_loss: 0.0311425 | Time: 1966.3 ms [2022-04-13 09:51:36 main:581] : INFO : Epoch 1835 | loss: 0.0311274 | val_loss: 0.0311406 | Time: 1951.2 ms [2022-04-13 09:51:38 main:581] : INFO : Epoch 1836 | loss: 0.0311315 | val_loss: 0.0311452 | Time: 1984.02 ms [2022-04-13 09:51:39 main:581] : INFO : Epoch 1837 | loss: 0.0311412 | val_loss: 0.0311606 | Time: 1946.37 ms [2022-04-13 09:51:41 main:581] : INFO : Epoch 1838 | loss: 0.0311358 | val_loss: 0.0311373 | Time: 1996.31 ms [2022-04-13 09:51:43 main:581] : INFO : Epoch 1839 | loss: 0.0311301 | val_loss: 0.0311418 | Time: 1996 ms [2022-04-13 09:51:45 main:581] : INFO : Epoch 1840 | loss: 0.0311325 | val_loss: 0.0311422 | Time: 1994.03 ms [2022-04-13 09:51:47 main:581] : INFO : Epoch 1841 | loss: 0.0311277 | val_loss: 0.0311403 | Time: 1945.27 ms [2022-04-13 09:51:49 main:581] : INFO : Epoch 1842 | loss: 0.0311297 | val_loss: 0.0311463 | Time: 1991.08 ms [2022-04-13 09:51:51 main:581] : INFO : Epoch 1843 | loss: 0.0311351 | val_loss: 0.031138 | Time: 1997.81 ms [2022-04-13 09:51:53 main:581] : INFO : Epoch 1844 | loss: 0.0311305 | val_loss: 0.031139 | Time: 1992.91 ms [2022-04-13 09:51:55 main:581] : INFO : Epoch 1845 | loss: 0.0311294 | val_loss: 0.031138 | Time: 1995.87 ms [2022-04-13 09:51:57 main:581] : INFO : Epoch 1846 | loss: 0.0311285 | val_loss: 0.0311366 | Time: 2004.36 ms [2022-04-13 09:51:59 main:581] : INFO : Epoch 1847 | loss: 0.0311296 | val_loss: 0.031136 | Time: 1981.37 ms [2022-04-13 09:52:01 main:581] : INFO : Epoch 1848 | loss: 0.0311264 | val_loss: 0.0311331 | Time: 1987.94 ms [2022-04-13 09:52:03 main:581] : INFO : Epoch 1849 | loss: 0.0311251 | val_loss: 0.0311336 | Time: 1989.25 ms [2022-04-13 09:52:05 main:581] : INFO : Epoch 1850 | loss: 0.0311251 | val_loss: 0.0311391 | Time: 1995.49 ms [2022-04-13 09:52:07 main:581] : INFO : Epoch 1851 | loss: 0.0311349 | val_loss: 0.0311444 | Time: 1995.21 ms [2022-04-13 09:52:09 main:581] : INFO : Epoch 1852 | loss: 0.0311347 | val_loss: 0.0311341 | Time: 2006.31 ms [2022-04-13 09:52:11 main:581] : INFO : Epoch 1853 | loss: 0.031131 | val_loss: 0.0311371 | Time: 1991.12 ms [2022-04-13 09:52:13 main:581] : INFO : Epoch 1854 | loss: 0.0311306 | val_loss: 0.0311449 | Time: 2003.13 ms [2022-04-13 09:52:15 main:581] : INFO : Epoch 1855 | loss: 0.0311345 | val_loss: 0.0311444 | Time: 1993.55 ms [2022-04-13 09:52:17 main:581] : INFO : Epoch 1856 | loss: 0.0311341 | val_loss: 0.0311397 | Time: 1974.79 ms [2022-04-13 09:52:19 main:581] : INFO : Epoch 1857 | loss: 0.0311342 | val_loss: 0.031146 | Time: 2011.64 ms [2022-04-13 09:52:21 main:581] : INFO : Epoch 1858 | loss: 0.031132 | val_loss: 0.0311395 | Time: 1941.14 ms [2022-04-13 09:52:23 main:581] : INFO : Epoch 1859 | loss: 0.0311348 | val_loss: 0.0311448 | Time: 1983.41 ms [2022-04-13 09:52:25 main:581] : INFO : Epoch 1860 | loss: 0.0311334 | val_loss: 0.0311369 | Time: 1956.02 ms [2022-04-13 09:52:27 main:581] : INFO : Epoch 1861 | loss: 0.0311287 | val_loss: 0.031137 | Time: 1991.52 ms [2022-04-13 09:52:29 main:581] : INFO : Epoch 1862 | loss: 0.0311302 | val_loss: 0.0311497 | Time: 1990.09 ms [2022-04-13 09:52:31 main:581] : INFO : Epoch 1863 | loss: 0.0311307 | val_loss: 0.0311355 | Time: 2037.24 ms [2022-04-13 09:52:33 main:581] : INFO : Epoch 1864 | loss: 0.0311251 | val_loss: 0.0311337 | Time: 1981.35 ms [2022-04-13 09:52:35 main:581] : INFO : Epoch 1865 | loss: 0.0311238 | val_loss: 0.0311368 | Time: 1956.96 ms [2022-04-13 09:52:37 main:581] : INFO : Epoch 1866 | loss: 0.0311258 | val_loss: 0.0311343 | Time: 1952.67 ms [2022-04-13 09:52:39 main:581] : INFO : Epoch 1867 | loss: 0.0311297 | val_loss: 0.0311349 | Time: 1994.39 ms [2022-04-13 09:52:41 main:581] : INFO : Epoch 1868 | loss: 0.0311253 | val_loss: 0.0311389 | Time: 1946.08 ms [2022-04-13 09:52:43 main:581] : INFO : Epoch 1869 | loss: 0.0311293 | val_loss: 0.0311368 | Time: 1973.1 ms [2022-04-13 09:52:45 main:581] : INFO : Epoch 1870 | loss: 0.0311269 | val_loss: 0.0311351 | Time: 1924.14 ms [2022-04-13 09:52:47 main:581] : INFO : Epoch 1871 | loss: 0.0311261 | val_loss: 0.031141 | Time: 1971.5 ms [2022-04-13 09:52:49 main:581] : INFO : Epoch 1872 | loss: 0.0311248 | val_loss: 0.0311365 | Time: 1982.53 ms [2022-04-13 09:52:51 main:581] : INFO : Epoch 1873 | loss: 0.031126 | val_loss: 0.0311448 | Time: 2000.3 ms [2022-04-13 09:52:53 main:581] : INFO : Epoch 1874 | loss: 0.0311236 | val_loss: 0.0311331 | Time: 1973.05 ms [2022-04-13 09:52:55 main:581] : INFO : Epoch 1875 | loss: 0.031128 | val_loss: 0.0311514 | Time: 1996.37 ms [2022-04-13 09:52:57 main:581] : INFO : Epoch 1876 | loss: 0.0311248 | val_loss: 0.0311332 | Time: 2000.37 ms [2022-04-13 09:52:59 main:581] : INFO : Epoch 1877 | loss: 0.0311209 | val_loss: 0.0311363 | Time: 1965.17 ms [2022-04-13 09:53:01 main:581] : INFO : Epoch 1878 | loss: 0.0311566 | val_loss: 0.03117 | Time: 2007.84 ms [2022-04-13 09:53:03 main:581] : INFO : Epoch 1879 | loss: 0.031175 | val_loss: 0.0311707 | Time: 1968.2 ms [2022-04-13 09:53:05 main:581] : INFO : Epoch 1880 | loss: 0.0311755 | val_loss: 0.0311659 | Time: 2002.93 ms [2022-04-13 09:53:07 main:581] : INFO : Epoch 1881 | loss: 0.0311661 | val_loss: 0.0311653 | Time: 1979.36 ms [2022-04-13 09:53:09 main:581] : INFO : Epoch 1882 | loss: 0.0311646 | val_loss: 0.0311604 | Time: 1991.76 ms [2022-04-13 09:53:11 main:581] : INFO : Epoch 1883 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 2002.18 ms [2022-04-13 09:53:13 main:581] : INFO : Epoch 1884 | loss: 0.0311632 | val_loss: 0.0311612 | Time: 1979.61 ms [2022-04-13 09:53:15 main:581] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311611 | Time: 1982.42 ms [2022-04-13 09:53:17 main:581] : INFO : Epoch 1886 | loss: 0.0311544 | val_loss: 0.0311595 | Time: 1989.5 ms [2022-04-13 09:53:19 main:581] : INFO : Epoch 1887 | loss: 0.0311532 | val_loss: 0.031162 | Time: 1997.59 ms [2022-04-13 09:53:21 main:581] : INFO : Epoch 1888 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 2004.48 ms [2022-04-13 09:53:23 main:581] : INFO : Epoch 1889 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 1997.46 ms [2022-04-13 09:53:25 main:581] : INFO : Epoch 1890 | loss: 0.031152 | val_loss: 0.0311575 | Time: 1950.52 ms [2022-04-13 09:53:27 main:581] : INFO : Epoch 1891 | loss: 0.0311511 | val_loss: 0.031159 | Time: 1954.93 ms [2022-04-13 09:53:29 main:581] : INFO : Epoch 1892 | loss: 0.0311504 | val_loss: 0.0311576 | Time: 1922.82 ms [2022-04-13 09:53:31 main:581] : INFO : Epoch 1893 | loss: 0.0311496 | val_loss: 0.0311562 | Time: 1955.99 ms [2022-04-13 09:53:33 main:581] : INFO : Epoch 1894 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 1997.28 ms [2022-04-13 09:53:35 main:581] : INFO : Epoch 1895 | loss: 0.031147 | val_loss: 0.0311527 | Time: 2008.9 ms [2022-04-13 09:53:37 main:581] : INFO : Epoch 1896 | loss: 0.031146 | val_loss: 0.031154 | Time: 2028.38 ms [2022-04-13 09:53:39 main:581] : INFO : Epoch 1897 | loss: 0.0311471 | val_loss: 0.0311523 | Time: 1977.25 ms [2022-04-13 09:53:41 main:581] : INFO : Epoch 1898 | loss: 0.0311507 | val_loss: 0.0311552 | Time: 1996.95 ms [2022-04-13 09:53:43 main:581] : INFO : Epoch 1899 | loss: 0.0311509 | val_loss: 0.0311544 | Time: 2022.61 ms [2022-04-13 09:53:45 main:581] : INFO : Epoch 1900 | loss: 0.0311458 | val_loss: 0.0311523 | Time: 1961.32 ms [2022-04-13 09:53:46 main:581] : INFO : Epoch 1901 | loss: 0.0311431 | val_loss: 0.0311527 | Time: 1915.46 ms [2022-04-13 09:53:48 main:581] : INFO : Epoch 1902 | loss: 0.0311431 | val_loss: 0.0311547 | Time: 2007.91 ms [2022-04-13 09:53:50 main:581] : INFO : Epoch 1903 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 1981.23 ms [2022-04-13 09:53:52 main:581] : INFO : Epoch 1904 | loss: 0.0311448 | val_loss: 0.0311526 | Time: 2003.7 ms [2022-04-13 09:53:54 main:581] : INFO : Epoch 1905 | loss: 0.0311451 | val_loss: 0.0311523 | Time: 1950.4 ms [2022-04-13 09:53:56 main:581] : INFO : Epoch 1906 | loss: 0.0311412 | val_loss: 0.0311507 | Time: 1965.76 ms [2022-04-13 09:53:58 main:581] : INFO : Epoch 1907 | loss: 0.0311408 | val_loss: 0.03116 | Time: 1965.36 ms [2022-04-13 09:54:00 main:581] : INFO : Epoch 1908 | loss: 0.0311453 | val_loss: 0.0311509 | Time: 2007.1 ms [2022-04-13 09:54:02 main:581] : INFO : Epoch 1909 | loss: 0.0311401 | val_loss: 0.0311495 | Time: 1969.19 ms [2022-04-13 09:54:04 main:581] : INFO : Epoch 1910 | loss: 0.0311404 | val_loss: 0.0311495 | Time: 1966.24 ms [2022-04-13 09:54:06 main:581] : INFO : Epoch 1911 | loss: 0.031138 | val_loss: 0.0311485 | Time: 1983.89 ms [2022-04-13 09:54:08 main:581] : INFO : Epoch 1912 | loss: 0.0311362 | val_loss: 0.0311502 | Time: 1956.63 ms [2022-04-13 09:54:10 main:581] : INFO : Epoch 1913 | loss: 0.0311358 | val_loss: 0.0311466 | Time: 1948.07 ms [2022-04-13 09:54:12 main:581] : INFO : Epoch 1914 | loss: 0.0311374 | val_loss: 0.0311467 | Time: 2021.95 ms [2022-04-13 09:54:14 main:581] : INFO : Epoch 1915 | loss: 0.0311349 | val_loss: 0.0311478 | Time: 1945.84 ms [2022-04-13 09:54:16 main:581] : INFO : Epoch 1916 | loss: 0.0311347 | val_loss: 0.0311538 | Time: 1972.73 ms [2022-04-13 09:54:18 main:581] : INFO : Epoch 1917 | loss: 0.031137 | val_loss: 0.0311474 | Time: 1954.92 ms [2022-04-13 09:54:20 main:581] : INFO : Epoch 1918 | loss: 0.0311385 | val_loss: 0.0311545 | Time: 1971.37 ms [2022-04-13 09:54:22 main:581] : INFO : Epoch 1919 | loss: 0.0311366 | val_loss: 0.0311447 | Time: 1992.2 ms [2022-04-13 09:54:24 main:581] : INFO : Epoch 1920 | loss: 0.0311333 | val_loss: 0.031146 | Time: 2005.25 ms [2022-04-13 09:54:26 main:581] : INFO : Epoch 1921 | loss: 0.0311334 | val_loss: 0.0311402 | Time: 1956.88 ms [2022-04-13 09:54:28 main:581] : INFO : Epoch 1922 | loss: 0.0311345 | val_loss: 0.0311573 | Time: 1996.64 ms [2022-04-13 09:54:30 main:581] : INFO : Epoch 1923 | loss: 0.0311441 | val_loss: 0.0311502 | Time: 1934.84 ms [2022-04-13 09:54:32 main:581] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311493 | Time: 1972.91 ms [2022-04-13 09:54:34 main:581] : INFO : Epoch 1925 | loss: 0.0311404 | val_loss: 0.0311601 | Time: 1983.63 ms [2022-04-13 09:54:36 main:581] : INFO : Epoch 1926 | loss: 0.0311418 | val_loss: 0.0311475 | Time: 1998.33 ms [2022-04-13 09:54:38 main:581] : INFO : Epoch 1927 | loss: 0.0311359 | val_loss: 0.031147 | Time: 1933.74 ms [2022-04-13 09:54:40 main:581] : INFO : Epoch 1928 | loss: 0.031133 | val_loss: 0.0311476 | Time: 1952.28 ms [2022-04-13 09:54:42 main:581] : INFO : Epoch 1929 | loss: 0.0311337 | val_loss: 0.0311483 | Time: 2005.18 ms [2022-04-13 09:54:44 main:581] : INFO : Epoch 1930 | loss: 0.0311318 | val_loss: 0.0311491 | Time: 1940.68 ms [2022-04-13 09:54:46 main:581] : INFO : Epoch 1931 | loss: 0.0311353 | val_loss: 0.0311506 | Time: 1920.65 ms [2022-04-13 09:54:48 main:581] : INFO : Epoch 1932 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 1942.89 ms [2022-04-13 09:54:50 main:581] : INFO : Epoch 1933 | loss: 0.0311433 | val_loss: 0.0311454 | Time: 2008.31 ms [2022-04-13 09:54:52 main:581] : INFO : Epoch 1934 | loss: 0.0311361 | val_loss: 0.03115 | Time: 1933.58 ms [2022-04-13 09:54:53 main:581] : INFO : Epoch 1935 | loss: 0.0311319 | val_loss: 0.0311469 | Time: 1958.62 ms [2022-04-13 09:54:55 main:581] : INFO : Epoch 1936 | loss: 0.031133 | val_loss: 0.0311484 | Time: 1966.4 ms [2022-04-13 09:54:57 main:581] : INFO : Epoch 1937 | loss: 0.031129 | val_loss: 0.0311461 | Time: 2006.46 ms [2022-04-13 09:54:59 main:581] : INFO : Epoch 1938 | loss: 0.0311307 | val_loss: 0.0311483 | Time: 1956.32 ms [2022-04-13 09:55:01 main:581] : INFO : Epoch 1939 | loss: 0.0311299 | val_loss: 0.0311463 | Time: 1970.46 ms [2022-04-13 09:55:03 main:581] : INFO : Epoch 1940 | loss: 0.0311277 | val_loss: 0.0311447 | Time: 1950.45 ms [2022-04-13 09:55:05 main:581] : INFO : Epoch 1941 | loss: 0.0311256 | val_loss: 0.031147 | Time: 1973.44 ms [2022-04-13 09:55:07 main:581] : INFO : Epoch 1942 | loss: 0.0311291 | val_loss: 0.0311488 | Time: 1962.46 ms [2022-04-13 09:55:09 main:581] : INFO : Epoch 1943 | loss: 0.0311266 | val_loss: 0.0311418 | Time: 2017.8 ms [2022-04-13 09:55:11 main:581] : INFO : Epoch 1944 | loss: 0.0311268 | val_loss: 0.0311461 | Time: 1988.28 ms [2022-04-13 09:55:13 main:581] : INFO : Epoch 1945 | loss: 0.0311237 | val_loss: 0.0311444 | Time: 1951.25 ms [2022-04-13 09:55:15 main:581] : INFO : Epoch 1946 | loss: 0.0311212 | val_loss: 0.0311451 | Time: 1951.14 ms [2022-04-13 09:55:17 main:581] : INFO : Epoch 1947 | loss: 0.0311268 | val_loss: 0.0311444 | Time: 1987.89 ms [2022-04-13 09:55:19 main:581] : INFO : Epoch 1948 | loss: 0.0311256 | val_loss: 0.0311448 | Time: 1981.47 ms [2022-04-13 09:55:21 main:581] : INFO : Epoch 1949 | loss: 0.0311247 | val_loss: 0.0311413 | Time: 2002.66 ms [2022-04-13 09:55:23 main:581] : INFO : Epoch 1950 | loss: 0.0311229 | val_loss: 0.031142 | Time: 1968.23 ms [2022-04-13 09:55:25 main:581] : INFO : Epoch 1951 | loss: 0.0311216 | val_loss: 0.0311443 | Time: 2013.76 ms [2022-04-13 09:55:27 main:581] : INFO : Epoch 1952 | loss: 0.0311235 | val_loss: 0.0311499 | Time: 2008.41 ms [2022-04-13 09:55:29 main:581] : INFO : Epoch 1953 | loss: 0.0311293 | val_loss: 0.0311464 | Time: 1971.16 ms [2022-04-13 09:55:31 main:581] : INFO : Epoch 1954 | loss: 0.0311219 | val_loss: 0.0311487 | Time: 1950.71 ms [2022-04-13 09:55:33 main:581] : INFO : Epoch 1955 | loss: 0.0311235 | val_loss: 0.0311499 | Time: 1912.18 ms [2022-04-13 09:55:35 main:581] : INFO : Epoch 1956 | loss: 0.0311313 | val_loss: 0.0311473 | Time: 1992.52 ms [2022-04-13 09:55:37 main:581] : INFO : Epoch 1957 | loss: 0.0311254 | val_loss: 0.0311437 | Time: 1906.85 ms [2022-04-13 09:55:39 main:581] : INFO : Epoch 1958 | loss: 0.0311229 | val_loss: 0.0311421 | Time: 1925.1 ms [2022-04-13 09:55:41 main:581] : INFO : Epoch 1959 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 1944.88 ms [2022-04-13 09:55:43 main:581] : INFO : Epoch 1960 | loss: 0.0311202 | val_loss: 0.0311417 | Time: 1951.99 ms [2022-04-13 09:55:45 main:581] : INFO : Epoch 1961 | loss: 0.03112 | val_loss: 0.031142 | Time: 1986.01 ms [2022-04-13 09:55:47 main:581] : INFO : Epoch 1962 | loss: 0.0311216 | val_loss: 0.0311443 | Time: 1946.18 ms [2022-04-13 09:55:49 main:581] : INFO : Epoch 1963 | loss: 0.0311218 | val_loss: 0.0311413 | Time: 1978.94 ms [2022-04-13 09:55:51 main:581] : INFO : Epoch 1964 | loss: 0.0311213 | val_loss: 0.0311449 | Time: 1954.58 ms [2022-04-13 09:55:53 main:581] : INFO : Epoch 1965 | loss: 0.0311187 | val_loss: 0.0311453 | Time: 1947.33 ms [2022-04-13 09:55:54 main:581] : INFO : Epoch 1966 | loss: 0.0311247 | val_loss: 0.0311612 | Time: 1966.98 ms [2022-04-13 09:55:56 main:581] : INFO : Epoch 1967 | loss: 0.031126 | val_loss: 0.0311493 | Time: 1961.65 ms [2022-04-13 09:55:58 main:581] : INFO : Epoch 1968 | loss: 0.0311263 | val_loss: 0.0311459 | Time: 2010.77 ms [2022-04-13 09:56:00 main:581] : INFO : Epoch 1969 | loss: 0.031123 | val_loss: 0.0311424 | Time: 2016.23 ms [2022-04-13 09:56:02 main:581] : INFO : Epoch 1970 | loss: 0.0311183 | val_loss: 0.0311413 | Time: 1982.03 ms [2022-04-13 09:56:04 main:581] : INFO : Epoch 1971 | loss: 0.0311174 | val_loss: 0.0311374 | Time: 1925.14 ms [2022-04-13 09:56:06 main:581] : INFO : Epoch 1972 | loss: 0.0311242 | val_loss: 0.0311393 | Time: 2000.67 ms [2022-04-13 09:56:08 main:581] : INFO : Epoch 1973 | loss: 0.0311214 | val_loss: 0.0311502 | Time: 2006.1 ms [2022-04-13 09:56:10 main:581] : INFO : Epoch 1974 | loss: 0.0311183 | val_loss: 0.0311419 | Time: 2012.49 ms [2022-04-13 09:56:12 main:581] : INFO : Epoch 1975 | loss: 0.0311165 | val_loss: 0.0311375 | Time: 1929.25 ms [2022-04-13 09:56:14 main:581] : INFO : Epoch 1976 | loss: 0.0311169 | val_loss: 0.0311463 | Time: 1980.04 ms [2022-04-13 09:56:16 main:581] : INFO : Epoch 1977 | loss: 0.0311161 | val_loss: 0.0311435 | Time: 1971.11 ms [2022-04-13 09:56:18 main:581] : INFO : Epoch 1978 | loss: 0.0311162 | val_loss: 0.0311405 | Time: 1944.31 ms [2022-04-13 09:56:20 main:581] : INFO : Epoch 1979 | loss: 0.0311158 | val_loss: 0.0311395 | Time: 1999.82 ms [2022-04-13 09:56:22 main:581] : INFO : Epoch 1980 | loss: 0.0311159 | val_loss: 0.0311402 | Time: 1998.69 ms [2022-04-13 09:56:24 main:581] : INFO : Epoch 1981 | loss: 0.0311148 | val_loss: 0.0311389 | Time: 2014.94 ms [2022-04-13 09:56:26 main:581] : INFO : Epoch 1982 | loss: 0.03112 | val_loss: 0.03114 | Time: 1982.18 ms [2022-04-13 09:56:28 main:581] : INFO : Epoch 1983 | loss: 0.0311204 | val_loss: 0.031143 | Time: 1953.95 ms [2022-04-13 09:56:30 main:581] : INFO : Epoch 1984 | loss: 0.0311203 | val_loss: 0.0311412 | Time: 1979.76 ms [2022-04-13 09:56:32 main:581] : INFO : Epoch 1985 | loss: 0.0311238 | val_loss: 0.0311576 | Time: 2018.07 ms [2022-04-13 09:56:34 main:581] : INFO : Epoch 1986 | loss: 0.0311238 | val_loss: 0.0311448 | Time: 1930.77 ms [2022-04-13 09:56:36 main:581] : INFO : Epoch 1987 | loss: 0.0311217 | val_loss: 0.0311402 | Time: 1942.6 ms [2022-04-13 09:56:38 main:581] : INFO : Epoch 1988 | loss: 0.0311198 | val_loss: 0.0311394 | Time: 1964.06 ms [2022-04-13 09:56:40 main:581] : INFO : Epoch 1989 | loss: 0.0311153 | val_loss: 0.0311382 | Time: 1959.92 ms [2022-04-13 09:56:42 main:581] : INFO : Epoch 1990 | loss: 0.0311188 | val_loss: 0.0311423 | Time: 1927.29 ms [2022-04-13 09:56:44 main:581] : INFO : Epoch 1991 | loss: 0.0311241 | val_loss: 0.0311383 | Time: 1946.13 ms [2022-04-13 09:56:46 main:581] : INFO : Epoch 1992 | loss: 0.0311249 | val_loss: 0.0311382 | Time: 1926.99 ms [2022-04-13 09:56:48 main:581] : INFO : Epoch 1993 | loss: 0.0311239 | val_loss: 0.0311356 | Time: 1988.56 ms [2022-04-13 09:56:50 main:581] : INFO : Epoch 1994 | loss: 0.0311213 | val_loss: 0.0311386 | Time: 1998.14 ms [2022-04-13 09:56:52 main:581] : INFO : Epoch 1995 | loss: 0.0311239 | val_loss: 0.0311401 | Time: 2003.85 ms [2022-04-13 09:56:54 main:581] : INFO : Epoch 1996 | loss: 0.031126 | val_loss: 0.03114 | Time: 1977.12 ms [2022-04-13 09:56:56 main:581] : INFO : Epoch 1997 | loss: 0.0311241 | val_loss: 0.0311404 | Time: 1972.84 ms [2022-04-13 09:56:58 main:581] : INFO : Epoch 1998 | loss: 0.0311244 | val_loss: 0.0311353 | Time: 1992.25 ms [2022-04-13 09:57:00 main:581] : INFO : Epoch 1999 | loss: 0.0311199 | val_loss: 0.0311381 | Time: 1979.34 ms [2022-04-13 09:57:02 main:581] : INFO : Epoch 2000 | loss: 0.0311227 | val_loss: 0.0311352 | Time: 1955.84 ms [2022-04-13 09:57:04 main:581] : INFO : Epoch 2001 | loss: 0.0311187 | val_loss: 0.0311411 | Time: 1988.41 ms [2022-04-13 09:57:06 main:581] : INFO : Epoch 2002 | loss: 0.0311184 | val_loss: 0.0311365 | Time: 2026.15 ms [2022-04-13 09:57:08 main:581] : INFO : Epoch 2003 | loss: 0.03112 | val_loss: 0.031149 | Time: 1938.63 ms [2022-04-13 09:57:10 main:581] : INFO : Epoch 2004 | loss: 0.0311251 | val_loss: 0.0311415 | Time: 1929.89 ms [2022-04-13 09:57:11 main:581] : INFO : Epoch 2005 | loss: 0.0311207 | val_loss: 0.0311382 | Time: 1940.98 ms [2022-04-13 09:57:13 main:581] : INFO : Epoch 2006 | loss: 0.0311176 | val_loss: 0.0311398 | Time: 1947.07 ms [2022-04-13 09:57:15 main:581] : INFO : Epoch 2007 | loss: 0.0311172 | val_loss: 0.0311377 | Time: 1946.92 ms [2022-04-13 09:57:17 main:581] : INFO : Epoch 2008 | loss: 0.0311169 | val_loss: 0.0311392 | Time: 1978.64 ms [2022-04-13 09:57:19 main:581] : INFO : Epoch 2009 | loss: 0.0311186 | val_loss: 0.0311388 | Time: 1937.21 ms [2022-04-13 09:57:21 main:581] : INFO : Epoch 2010 | loss: 0.0311158 | val_loss: 0.0311386 | Time: 1928.39 ms [2022-04-13 09:57:23 main:581] : INFO : Epoch 2011 | loss: 0.0311132 | val_loss: 0.0311416 | Time: 1989.19 ms [2022-04-13 09:57:25 main:581] : INFO : Epoch 2012 | loss: 0.0311133 | val_loss: 0.0311388 | Time: 1978.93 ms [2022-04-13 09:57:27 main:581] : INFO : Epoch 2013 | loss: 0.0311126 | val_loss: 0.0311356 | Time: 1962.49 ms [2022-04-13 09:57:29 main:581] : INFO : Epoch 2014 | loss: 0.0311115 | val_loss: 0.031141 | Time: 1947.96 ms [2022-04-13 09:57:31 main:581] : INFO : Epoch 2015 | loss: 0.0311162 | val_loss: 0.0311374 | Time: 1939.82 ms [2022-04-13 09:57:33 main:581] : INFO : Epoch 2016 | loss: 0.0311156 | val_loss: 0.0311405 | Time: 2008.93 ms [2022-04-13 09:57:35 main:581] : INFO : Epoch 2017 | loss: 0.0311113 | val_loss: 0.0311372 | Time: 1975.5 ms [2022-04-13 09:57:37 main:581] : INFO : Epoch 2018 | loss: 0.0311107 | val_loss: 0.0311401 | Time: 1984.4 ms [2022-04-13 09:57:39 main:581] : INFO : Epoch 2019 | loss: 0.0311095 | val_loss: 0.0311399 | Time: 1996.51 ms [2022-04-13 09:57:41 main:581] : INFO : Epoch 2020 | loss: 0.0311109 | val_loss: 0.0311385 | Time: 1918.36 ms [2022-04-13 09:57:43 main:581] : INFO : Epoch 2021 | loss: 0.0311121 | val_loss: 0.0311367 | Time: 1970.51 ms [2022-04-13 09:57:45 main:581] : INFO : Epoch 2022 | loss: 0.0311094 | val_loss: 0.0311389 | Time: 1977.46 ms [2022-04-13 09:57:47 main:581] : INFO : Epoch 2023 | loss: 0.0311108 | val_loss: 0.0311361 | Time: 2014.35 ms [2022-04-13 09:57:49 main:581] : INFO : Epoch 2024 | loss: 0.0311085 | val_loss: 0.0311426 | Time: 1994.78 ms [2022-04-13 09:57:51 main:581] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311447 | Time: 1960.82 ms [2022-04-13 09:57:53 main:581] : INFO : Epoch 2026 | loss: 0.0311144 | val_loss: 0.031139 | Time: 1932.83 ms [2022-04-13 09:57:55 main:581] : INFO : Epoch 2027 | loss: 0.0311113 | val_loss: 0.0311378 | Time: 1988.71 ms [2022-04-13 09:57:57 main:581] : INFO : Epoch 2028 | loss: 0.0311136 | val_loss: 0.0311445 | Time: 1999.65 ms [2022-04-13 09:57:59 main:581] : INFO : Epoch 2029 | loss: 0.0311109 | val_loss: 0.0311354 | Time: 1994.34 ms [2022-04-13 09:58:01 main:581] : INFO : Epoch 2030 | loss: 0.0311084 | val_loss: 0.0311365 | Time: 1973.3 ms [2022-04-13 09:58:03 main:581] : INFO : Epoch 2031 | loss: 0.0311076 | val_loss: 0.0311366 | Time: 2008.07 ms [2022-04-13 09:58:05 main:581] : INFO : Epoch 2032 | loss: 0.0311061 | val_loss: 0.0311372 | Time: 1996.11 ms [2022-04-13 09:58:07 main:581] : INFO : Epoch 2033 | loss: 0.0311095 | val_loss: 0.0311463 | Time: 1998.67 ms [2022-04-13 09:58:09 main:581] : INFO : Epoch 2034 | loss: 0.0311123 | val_loss: 0.0311509 | Time: 1981.34 ms [2022-04-13 09:58:11 main:581] : INFO : Epoch 2035 | loss: 0.0311166 | val_loss: 0.0311373 | Time: 1985.39 ms [2022-04-13 09:58:13 main:581] : INFO : Epoch 2036 | loss: 0.0311103 | val_loss: 0.0311402 | Time: 1984.08 ms [2022-04-13 09:58:15 main:581] : INFO : Epoch 2037 | loss: 0.0311063 | val_loss: 0.0311376 | Time: 1989.27 ms [2022-04-13 09:58:17 main:581] : INFO : Epoch 2038 | loss: 0.0311053 | val_loss: 0.0311394 | Time: 1986.87 ms [2022-04-13 09:58:19 main:581] : INFO : Epoch 2039 | loss: 0.0311054 | val_loss: 0.0311366 | Time: 1984.09 ms [2022-04-13 09:58:21 main:581] : INFO : Epoch 2040 | loss: 0.0311062 | val_loss: 0.0311354 | Time: 2006.25 ms [2022-04-13 09:58:23 main:581] : INFO : Epoch 2041 | loss: 0.0311082 | val_loss: 0.0311364 | Time: 1992.41 ms [2022-04-13 09:58:25 main:581] : INFO : Epoch 2042 | loss: 0.0311059 | val_loss: 0.0311372 | Time: 1987.03 ms [2022-04-13 09:58:27 main:581] : INFO : Epoch 2043 | loss: 0.0311051 | val_loss: 0.0311359 | Time: 2000.5 ms [2022-04-13 09:58:29 main:581] : INFO : Epoch 2044 | loss: 0.031104 | val_loss: 0.0311367 | Time: 2008.88 ms [2022-04-13 09:58:31 main:581] : INFO : Epoch 2045 | loss: 0.0311028 | val_loss: 0.0311393 | Time: 1987.3 ms [2022-04-13 09:58:33 main:581] : INFO : Epoch 2046 | loss: 0.0311047 | val_loss: 0.0311382 | Time: 2009.58 ms [2022-04-13 09:58:35 main:581] : INFO : Epoch 2047 | loss: 0.0311059 | val_loss: 0.0311378 | Time: 2014.6 ms [2022-04-13 09:58:37 main:581] : INFO : Epoch 2048 | loss: 0.0311044 | val_loss: 0.031142 | Time: 1998.88 ms [2022-04-13 09:58:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031142 [2022-04-13 09:58:37 main:610] : INFO : Saving end state to config to file [2022-04-13 09:58:37 main:615] : INFO : Success, exiting.. 09:58:37 (303517): 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)