Task 14618635
| Name | ParityModified-1647045690-24673-2-0_1 |
| Workunit | 11026762 |
| 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, 14:50:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 9 min 35 sec |
| CPU time | 1 hours 9 min 32 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> 2040.95 ms [2022-04-13 08:32:58 main:581] : INFO : Epoch 1538 | loss: 0.0311401 | val_loss: 0.0311773 | Time: 2006.64 ms [2022-04-13 08:33:00 main:581] : INFO : Epoch 1539 | loss: 0.0311438 | val_loss: 0.0311742 | Time: 2039.3 ms [2022-04-13 08:33:02 main:581] : INFO : Epoch 1540 | loss: 0.0311354 | val_loss: 0.0311726 | Time: 2043.96 ms [2022-04-13 08:33:04 main:581] : INFO : Epoch 1541 | loss: 0.0311311 | val_loss: 0.0311675 | Time: 2034.84 ms [2022-04-13 08:33:06 main:581] : INFO : Epoch 1542 | loss: 0.0311275 | val_loss: 0.0311746 | Time: 2003 ms [2022-04-13 08:33:08 main:581] : INFO : Epoch 1543 | loss: 0.0311263 | val_loss: 0.0311756 | Time: 1989.56 ms [2022-04-13 08:33:10 main:581] : INFO : Epoch 1544 | loss: 0.0311267 | val_loss: 0.0311806 | Time: 1987.29 ms [2022-04-13 08:33:12 main:581] : INFO : Epoch 1545 | loss: 0.03113 | val_loss: 0.0311696 | Time: 1963.62 ms [2022-04-13 08:33:14 main:581] : INFO : Epoch 1546 | loss: 0.031128 | val_loss: 0.0311733 | Time: 2000.85 ms [2022-04-13 08:33:16 main:581] : INFO : Epoch 1547 | loss: 0.031132 | val_loss: 0.0311669 | Time: 2107.7 ms [2022-04-13 08:33:18 main:581] : INFO : Epoch 1548 | loss: 0.0311352 | val_loss: 0.031164 | Time: 2096.65 ms [2022-04-13 08:33:20 main:581] : INFO : Epoch 1549 | loss: 0.0311325 | val_loss: 0.0311667 | Time: 2046.3 ms [2022-04-13 08:33:22 main:581] : INFO : Epoch 1550 | loss: 0.0311313 | val_loss: 0.0311658 | Time: 2089.93 ms [2022-04-13 08:33:24 main:581] : INFO : Epoch 1551 | loss: 0.0311389 | val_loss: 0.0312131 | Time: 2072.87 ms [2022-04-13 08:33:26 main:581] : INFO : Epoch 1552 | loss: 0.0311444 | val_loss: 0.0311777 | Time: 2054.27 ms [2022-04-13 08:33:29 main:581] : INFO : Epoch 1553 | loss: 0.0311326 | val_loss: 0.0311744 | Time: 2070.7 ms [2022-04-13 08:33:31 main:581] : INFO : Epoch 1554 | loss: 0.0311351 | val_loss: 0.0311737 | Time: 2028.04 ms [2022-04-13 08:33:33 main:581] : INFO : Epoch 1555 | loss: 0.031133 | val_loss: 0.03117 | Time: 2063.31 ms [2022-04-13 08:33:35 main:581] : INFO : Epoch 1556 | loss: 0.0311333 | val_loss: 0.0311729 | Time: 2010 ms [2022-04-13 08:33:37 main:581] : INFO : Epoch 1557 | loss: 0.0311312 | val_loss: 0.0311685 | Time: 1908.88 ms [2022-04-13 08:33:39 main:581] : INFO : Epoch 1558 | loss: 0.0311326 | val_loss: 0.0311709 | Time: 2056 ms [2022-04-13 08:33:41 main:581] : INFO : Epoch 1559 | loss: 0.0311351 | val_loss: 0.031172 | Time: 2051.89 ms [2022-04-13 08:33:43 main:581] : INFO : Epoch 1560 | loss: 0.031146 | val_loss: 0.0311737 | Time: 1961.91 ms [2022-04-13 08:33:45 main:581] : INFO : Epoch 1561 | loss: 0.0311401 | val_loss: 0.031171 | Time: 2107.07 ms [2022-04-13 08:33:47 main:581] : INFO : Epoch 1562 | loss: 0.0311399 | val_loss: 0.0311654 | Time: 1985.01 ms [2022-04-13 08:33:49 main:581] : INFO : Epoch 1563 | loss: 0.0311357 | val_loss: 0.0311644 | Time: 2045.46 ms [2022-04-13 08:33:51 main:581] : INFO : Epoch 1564 | loss: 0.0311339 | val_loss: 0.0311696 | Time: 1980.39 ms [2022-04-13 08:33:53 main:581] : INFO : Epoch 1565 | loss: 0.0311308 | val_loss: 0.0311671 | Time: 1992.36 ms [2022-04-13 08:33:55 main:581] : INFO : Epoch 1566 | loss: 0.0311273 | val_loss: 0.0311737 | Time: 2060.82 ms [2022-04-13 08:33:57 main:581] : INFO : Epoch 1567 | loss: 0.0311275 | val_loss: 0.0311675 | Time: 1996.52 ms [2022-04-13 08:33:59 main:581] : INFO : Epoch 1568 | loss: 0.0311268 | val_loss: 0.0311698 | Time: 2047.54 ms [2022-04-13 08:34:01 main:581] : INFO : Epoch 1569 | loss: 0.0311257 | val_loss: 0.0311794 | Time: 2035.7 ms [2022-04-13 08:34:03 main:581] : INFO : Epoch 1570 | loss: 0.0311233 | val_loss: 0.0311759 | Time: 1989.95 ms [2022-04-13 08:34:05 main:581] : INFO : Epoch 1571 | loss: 0.0311222 | val_loss: 0.0311741 | Time: 1970.22 ms [2022-04-13 08:34:07 main:581] : INFO : Epoch 1572 | loss: 0.0311208 | val_loss: 0.0311701 | Time: 1933.4 ms [2022-04-13 08:34:09 main:581] : INFO : Epoch 1573 | loss: 0.0311215 | val_loss: 0.031177 | Time: 1964.08 ms [2022-04-13 08:34:11 main:581] : INFO : Epoch 1574 | loss: 0.0311226 | val_loss: 0.0311799 | Time: 2070.62 ms [2022-04-13 08:34:13 main:581] : INFO : Epoch 1575 | loss: 0.0311231 | val_loss: 0.0311745 | Time: 1997.05 ms [2022-04-13 08:34:15 main:581] : INFO : Epoch 1576 | loss: 0.0311188 | val_loss: 0.0311745 | Time: 2084.37 ms [2022-04-13 08:34:17 main:581] : INFO : Epoch 1577 | loss: 0.0311356 | val_loss: 0.0311744 | Time: 2019.7 ms [2022-04-13 08:34:19 main:581] : INFO : Epoch 1578 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 1933.63 ms [2022-04-13 08:34:21 main:581] : INFO : Epoch 1579 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2016.63 ms [2022-04-13 08:34:23 main:581] : INFO : Epoch 1580 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 2049.61 ms [2022-04-13 08:34:25 main:581] : INFO : Epoch 1581 | loss: 0.0311521 | val_loss: 0.0311624 | Time: 2035.19 ms [2022-04-13 08:34:27 main:581] : INFO : Epoch 1582 | loss: 0.03115 | val_loss: 0.0311647 | Time: 2085.22 ms [2022-04-13 08:34:29 main:581] : INFO : Epoch 1583 | loss: 0.031152 | val_loss: 0.0311693 | Time: 2006.78 ms [2022-04-13 08:34:31 main:581] : INFO : Epoch 1584 | loss: 0.0311511 | val_loss: 0.0311637 | Time: 2110.03 ms [2022-04-13 08:34:33 main:581] : INFO : Epoch 1585 | loss: 0.0311476 | val_loss: 0.0311637 | Time: 2091.75 ms [2022-04-13 08:34:35 main:581] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 2075.44 ms [2022-04-13 08:34:37 main:581] : INFO : Epoch 1587 | loss: 0.0311404 | val_loss: 0.0311647 | Time: 1984.68 ms [2022-04-13 08:34:39 main:581] : INFO : Epoch 1588 | loss: 0.0311423 | val_loss: 0.0311644 | Time: 1986.2 ms [2022-04-13 08:34:41 main:581] : INFO : Epoch 1589 | loss: 0.031138 | val_loss: 0.0311639 | Time: 1961.83 ms [2022-04-13 08:34:43 main:581] : INFO : Epoch 1590 | loss: 0.0311372 | val_loss: 0.0311652 | Time: 2058.71 ms [2022-04-13 08:34:45 main:581] : INFO : Epoch 1591 | loss: 0.0311409 | val_loss: 0.0311647 | Time: 2074.99 ms [2022-04-13 08:34:48 main:581] : INFO : Epoch 1592 | loss: 0.0311374 | val_loss: 0.0311668 | Time: 2114.94 ms [2022-04-13 08:34:50 main:581] : INFO : Epoch 1593 | loss: 0.0311461 | val_loss: 0.0311708 | Time: 1988.45 ms [2022-04-13 08:34:52 main:581] : INFO : Epoch 1594 | loss: 0.031153 | val_loss: 0.0311645 | Time: 2094.95 ms [2022-04-13 08:34:54 main:581] : INFO : Epoch 1595 | loss: 0.0311478 | val_loss: 0.0311623 | Time: 2091.42 ms [2022-04-13 08:34:56 main:581] : INFO : Epoch 1596 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 2050 ms [2022-04-13 08:34:58 main:581] : INFO : Epoch 1597 | loss: 0.0311423 | val_loss: 0.0311596 | Time: 1993.57 ms [2022-04-13 08:35:00 main:581] : INFO : Epoch 1598 | loss: 0.0311404 | val_loss: 0.0311662 | Time: 2001.63 ms [2022-04-13 08:35:02 main:581] : INFO : Epoch 1599 | loss: 0.0311396 | val_loss: 0.031167 | Time: 2028.76 ms [2022-04-13 08:35:04 main:581] : INFO : Epoch 1600 | loss: 0.0311387 | val_loss: 0.0311674 | Time: 2109.94 ms [2022-04-13 08:35:06 main:581] : INFO : Epoch 1601 | loss: 0.031137 | val_loss: 0.0311727 | Time: 1987.76 ms [2022-04-13 08:35:08 main:581] : INFO : Epoch 1602 | loss: 0.0311422 | val_loss: 0.0311735 | Time: 2050.98 ms [2022-04-13 08:35:10 main:581] : INFO : Epoch 1603 | loss: 0.031135 | val_loss: 0.0311712 | Time: 2017.22 ms [2022-04-13 08:35:12 main:581] : INFO : Epoch 1604 | loss: 0.0311355 | val_loss: 0.0311653 | Time: 1988.83 ms [2022-04-13 08:35:14 main:581] : INFO : Epoch 1605 | loss: 0.0311336 | val_loss: 0.0311714 | Time: 2062.15 ms [2022-04-13 08:35:16 main:581] : INFO : Epoch 1606 | loss: 0.0311327 | val_loss: 0.0311672 | Time: 2068.87 ms [2022-04-13 08:35:18 main:581] : INFO : Epoch 1607 | loss: 0.0311377 | val_loss: 0.0311798 | Time: 2030.28 ms [2022-04-13 08:35:20 main:581] : INFO : Epoch 1608 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 2094.52 ms [2022-04-13 08:35:22 main:581] : INFO : Epoch 1609 | loss: 0.0311342 | val_loss: 0.0311702 | Time: 2040.16 ms [2022-04-13 08:35:24 main:581] : INFO : Epoch 1610 | loss: 0.0311329 | val_loss: 0.0311668 | Time: 2075.23 ms [2022-04-13 08:35:26 main:581] : INFO : Epoch 1611 | loss: 0.0311448 | val_loss: 0.0311677 | Time: 2071.37 ms [2022-04-13 08:35:28 main:581] : INFO : Epoch 1612 | loss: 0.0311535 | val_loss: 0.0311797 | Time: 2066.93 ms [2022-04-13 08:35:30 main:581] : INFO : Epoch 1613 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 2018.97 ms [2022-04-13 08:35:32 main:581] : INFO : Epoch 1614 | loss: 0.0311411 | val_loss: 0.0311652 | Time: 2009.63 ms [2022-04-13 08:35:35 main:581] : INFO : Epoch 1615 | loss: 0.0311382 | val_loss: 0.0311686 | Time: 2071.35 ms [2022-04-13 08:35:37 main:581] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311612 | Time: 2066.46 ms [2022-04-13 08:35:39 main:581] : INFO : Epoch 1617 | loss: 0.0311359 | val_loss: 0.0311655 | Time: 2017.43 ms [2022-04-13 08:35:41 main:581] : INFO : Epoch 1618 | loss: 0.0311348 | val_loss: 0.0311694 | Time: 2056.75 ms [2022-04-13 08:35:43 main:581] : INFO : Epoch 1619 | loss: 0.0311348 | val_loss: 0.0311663 | Time: 2191.51 ms [2022-04-13 08:35:45 main:581] : INFO : Epoch 1620 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 2007.97 ms [2022-04-13 08:35:47 main:581] : INFO : Epoch 1621 | loss: 0.0311392 | val_loss: 0.0311713 | Time: 2029.35 ms [2022-04-13 08:35:49 main:581] : INFO : Epoch 1622 | loss: 0.0311358 | val_loss: 0.0311671 | Time: 2053.79 ms [2022-04-13 08:35:51 main:581] : INFO : Epoch 1623 | loss: 0.03114 | val_loss: 0.0311656 | Time: 2134.67 ms [2022-04-13 08:35:53 main:581] : INFO : Epoch 1624 | loss: 0.0311373 | val_loss: 0.0311671 | Time: 2080.05 ms [2022-04-13 08:35:55 main:581] : INFO : Epoch 1625 | loss: 0.0311323 | val_loss: 0.0311667 | Time: 1983.04 ms [2022-04-13 08:35:57 main:581] : INFO : Epoch 1626 | loss: 0.0311308 | val_loss: 0.0311696 | Time: 2111.1 ms [2022-04-13 08:35:59 main:581] : INFO : Epoch 1627 | loss: 0.0311313 | val_loss: 0.0311632 | Time: 2014.86 ms [2022-04-13 08:36:01 main:581] : INFO : Epoch 1628 | loss: 0.031139 | val_loss: 0.0311882 | Time: 2022.15 ms [2022-04-13 08:36:03 main:581] : INFO : Epoch 1629 | loss: 0.0311378 | val_loss: 0.0311676 | Time: 2077.87 ms [2022-04-13 08:36:05 main:581] : INFO : Epoch 1630 | loss: 0.0311325 | val_loss: 0.0311671 | Time: 2049.88 ms [2022-04-13 08:36:07 main:581] : INFO : Epoch 1631 | loss: 0.0311325 | val_loss: 0.0311821 | Time: 1989.96 ms [2022-04-13 08:36:09 main:581] : INFO : Epoch 1632 | loss: 0.0311275 | val_loss: 0.0311785 | Time: 1956.08 ms [2022-04-13 08:36:11 main:581] : INFO : Epoch 1633 | loss: 0.0311245 | val_loss: 0.0311727 | Time: 1988.9 ms [2022-04-13 08:36:13 main:581] : INFO : Epoch 1634 | loss: 0.0311261 | val_loss: 0.0311728 | Time: 2004.29 ms [2022-04-13 08:36:15 main:581] : INFO : Epoch 1635 | loss: 0.0311242 | val_loss: 0.0311715 | Time: 2001.54 ms [2022-04-13 08:36:17 main:581] : INFO : Epoch 1636 | loss: 0.0311221 | val_loss: 0.0311728 | Time: 2005.65 ms [2022-04-13 08:36:19 main:581] : INFO : Epoch 1637 | loss: 0.0311252 | val_loss: 0.0311746 | Time: 1939.83 ms [2022-04-13 08:36:21 main:581] : INFO : Epoch 1638 | loss: 0.0311257 | val_loss: 0.0311698 | Time: 2051.28 ms [2022-04-13 08:36:23 main:581] : INFO : Epoch 1639 | loss: 0.0311246 | val_loss: 0.0311694 | Time: 2021.45 ms [2022-04-13 08:36:25 main:581] : INFO : Epoch 1640 | loss: 0.0311309 | val_loss: 0.0311661 | Time: 2059.49 ms [2022-04-13 08:36:27 main:581] : INFO : Epoch 1641 | loss: 0.0311304 | val_loss: 0.0311791 | Time: 2004.97 ms [2022-04-13 08:36:30 main:581] : INFO : Epoch 1642 | loss: 0.0311305 | val_loss: 0.0311677 | Time: 2027.4 ms [2022-04-13 08:36:31 main:581] : INFO : Epoch 1643 | loss: 0.0311266 | val_loss: 0.0311677 | Time: 1936.3 ms [2022-04-13 08:36:33 main:581] : INFO : Epoch 1644 | loss: 0.0311254 | val_loss: 0.0311682 | Time: 1998.55 ms [2022-04-13 08:36:35 main:581] : INFO : Epoch 1645 | loss: 0.0311262 | val_loss: 0.0311729 | Time: 1962.3 ms [2022-04-13 08:36:37 main:581] : INFO : Epoch 1646 | loss: 0.0311271 | val_loss: 0.0311841 | Time: 1987.7 ms [2022-04-13 08:36:39 main:581] : INFO : Epoch 1647 | loss: 0.0311262 | val_loss: 0.0311721 | Time: 2000.1 ms [2022-04-13 08:36:41 main:581] : INFO : Epoch 1648 | loss: 0.0311258 | val_loss: 0.0311696 | Time: 2030.09 ms [2022-04-13 08:36:43 main:581] : INFO : Epoch 1649 | loss: 0.031127 | val_loss: 0.0311693 | Time: 2050.99 ms [2022-04-13 08:36:46 main:581] : INFO : Epoch 1650 | loss: 0.0311253 | val_loss: 0.0311723 | Time: 2052.59 ms [2022-04-13 08:36:48 main:581] : INFO : Epoch 1651 | loss: 0.0311287 | val_loss: 0.0311846 | Time: 2068.68 ms [2022-04-13 08:36:50 main:581] : INFO : Epoch 1652 | loss: 0.0311306 | val_loss: 0.0311663 | Time: 2052.32 ms [2022-04-13 08:36:52 main:581] : INFO : Epoch 1653 | loss: 0.0311282 | val_loss: 0.0311727 | Time: 2076.57 ms [2022-04-13 08:36:54 main:581] : INFO : Epoch 1654 | loss: 0.0311298 | val_loss: 0.0311696 | Time: 2034.7 ms [2022-04-13 08:36:56 main:581] : INFO : Epoch 1655 | loss: 0.031132 | val_loss: 0.031171 | Time: 1990.31 ms [2022-04-13 08:36:58 main:581] : INFO : Epoch 1656 | loss: 0.0311275 | val_loss: 0.0311784 | Time: 2029.31 ms [2022-04-13 08:37:00 main:581] : INFO : Epoch 1657 | loss: 0.0311321 | val_loss: 0.0311784 | Time: 2020.66 ms [2022-04-13 08:37:02 main:581] : INFO : Epoch 1658 | loss: 0.0311242 | val_loss: 0.0311716 | Time: 2110.12 ms [2022-04-13 08:37:04 main:581] : INFO : Epoch 1659 | loss: 0.0311277 | val_loss: 0.0311743 | Time: 2028.64 ms [2022-04-13 08:37:06 main:581] : INFO : Epoch 1660 | loss: 0.0311325 | val_loss: 0.0311747 | Time: 2044.58 ms [2022-04-13 08:37:08 main:581] : INFO : Epoch 1661 | loss: 0.0311391 | val_loss: 0.0311772 | Time: 1982.61 ms [2022-04-13 08:37:10 main:581] : INFO : Epoch 1662 | loss: 0.0311311 | val_loss: 0.031175 | Time: 1996.66 ms [2022-04-13 08:37:12 main:581] : INFO : Epoch 1663 | loss: 0.0311297 | val_loss: 0.0311787 | Time: 2067.76 ms [2022-04-13 08:37:14 main:581] : INFO : Epoch 1664 | loss: 0.0311341 | val_loss: 0.0311711 | Time: 2073.16 ms [2022-04-13 08:37:16 main:581] : INFO : Epoch 1665 | loss: 0.0311271 | val_loss: 0.0311734 | Time: 2016.57 ms [2022-04-13 08:37:18 main:581] : INFO : Epoch 1666 | loss: 0.03113 | val_loss: 0.0311711 | Time: 2081.7 ms [2022-04-13 08:37:20 main:581] : INFO : Epoch 1667 | loss: 0.0311272 | val_loss: 0.0311738 | Time: 2089.8 ms [2022-04-13 08:37:22 main:581] : INFO : Epoch 1668 | loss: 0.0311235 | val_loss: 0.031177 | Time: 2020.46 ms [2022-04-13 08:37:24 main:581] : INFO : Epoch 1669 | loss: 0.0311256 | val_loss: 0.0311708 | Time: 1996.12 ms [2022-04-13 08:37:26 main:581] : INFO : Epoch 1670 | loss: 0.0311221 | val_loss: 0.0311804 | Time: 2003.59 ms [2022-04-13 08:37:28 main:581] : INFO : Epoch 1671 | loss: 0.0311221 | val_loss: 0.0311715 | Time: 2008.67 ms [2022-04-13 08:37:30 main:581] : INFO : Epoch 1672 | loss: 0.0311212 | val_loss: 0.0311758 | Time: 2003.07 ms [2022-04-13 08:37:32 main:581] : INFO : Epoch 1673 | loss: 0.0311217 | val_loss: 0.0311769 | Time: 2017.8 ms [2022-04-13 08:37:34 main:581] : INFO : Epoch 1674 | loss: 0.0311228 | val_loss: 0.0311731 | Time: 1979.28 ms [2022-04-13 08:37:36 main:581] : INFO : Epoch 1675 | loss: 0.0311178 | val_loss: 0.031187 | Time: 2011.59 ms [2022-04-13 08:37:38 main:581] : INFO : Epoch 1676 | loss: 0.0311184 | val_loss: 0.0311742 | Time: 2038.66 ms [2022-04-13 08:37:40 main:581] : INFO : Epoch 1677 | loss: 0.0311204 | val_loss: 0.0311805 | Time: 2009.62 ms [2022-04-13 08:37:42 main:581] : INFO : Epoch 1678 | loss: 0.0311298 | val_loss: 0.0311737 | Time: 2078.23 ms [2022-04-13 08:37:44 main:581] : INFO : Epoch 1679 | loss: 0.0311336 | val_loss: 0.031182 | Time: 1985.28 ms [2022-04-13 08:37:47 main:581] : INFO : Epoch 1680 | loss: 0.031132 | val_loss: 0.0311712 | Time: 2109.7 ms [2022-04-13 08:37:49 main:581] : INFO : Epoch 1681 | loss: 0.0311285 | val_loss: 0.0311833 | Time: 2038.32 ms [2022-04-13 08:37:51 main:581] : INFO : Epoch 1682 | loss: 0.0311269 | val_loss: 0.03117 | Time: 2054.89 ms [2022-04-13 08:37:53 main:581] : INFO : Epoch 1683 | loss: 0.0311213 | val_loss: 0.0311737 | Time: 2026.13 ms [2022-04-13 08:37:55 main:581] : INFO : Epoch 1684 | loss: 0.0311254 | val_loss: 0.0311714 | Time: 2006.66 ms [2022-04-13 08:37:57 main:581] : INFO : Epoch 1685 | loss: 0.0311279 | val_loss: 0.031167 | Time: 2094.29 ms [2022-04-13 08:37:59 main:581] : INFO : Epoch 1686 | loss: 0.0311225 | val_loss: 0.0311786 | Time: 2071.73 ms [2022-04-13 08:38:01 main:581] : INFO : Epoch 1687 | loss: 0.0311258 | val_loss: 0.0311757 | Time: 2062.28 ms [2022-04-13 08:38:03 main:581] : INFO : Epoch 1688 | loss: 0.0311233 | val_loss: 0.0311787 | Time: 2002.38 ms [2022-04-13 08:38:05 main:581] : INFO : Epoch 1689 | loss: 0.0311224 | val_loss: 0.0311841 | Time: 1964.13 ms [2022-04-13 08:38:07 main:581] : INFO : Epoch 1690 | loss: 0.0311214 | val_loss: 0.0311807 | Time: 2021.21 ms [2022-04-13 08:38:09 main:581] : INFO : Epoch 1691 | loss: 0.0311174 | val_loss: 0.0311704 | Time: 1969.49 ms [2022-04-13 08:38:11 main:581] : INFO : Epoch 1692 | loss: 0.0311219 | val_loss: 0.0311784 | Time: 1977.51 ms [2022-04-13 08:38:13 main:581] : INFO : Epoch 1693 | loss: 0.0311174 | val_loss: 0.0311817 | Time: 1981.45 ms [2022-04-13 08:38:15 main:581] : INFO : Epoch 1694 | loss: 0.0311185 | val_loss: 0.0311763 | Time: 2082.97 ms [2022-04-13 08:38:17 main:581] : INFO : Epoch 1695 | loss: 0.0311243 | val_loss: 0.0311845 | Time: 2044.67 ms [2022-04-13 08:38:19 main:581] : INFO : Epoch 1696 | loss: 0.0311287 | val_loss: 0.0311831 | Time: 2109.05 ms [2022-04-13 08:38:21 main:581] : INFO : Epoch 1697 | loss: 0.0311239 | val_loss: 0.0311849 | Time: 1972.18 ms [2022-04-13 08:38:23 main:581] : INFO : Epoch 1698 | loss: 0.0311181 | val_loss: 0.0311833 | Time: 2019.89 ms [2022-04-13 08:38:25 main:581] : INFO : Epoch 1699 | loss: 0.0311224 | val_loss: 0.0311746 | Time: 2119.76 ms [2022-04-13 08:38:27 main:581] : INFO : Epoch 1700 | loss: 0.0311236 | val_loss: 0.0311806 | Time: 1969.76 ms [2022-04-13 08:38:29 main:581] : INFO : Epoch 1701 | loss: 0.0311188 | val_loss: 0.03118 | Time: 2016.69 ms [2022-04-13 08:38:31 main:581] : INFO : Epoch 1702 | loss: 0.03112 | val_loss: 0.0311777 | Time: 1978.31 ms [2022-04-13 08:38:33 main:581] : INFO : Epoch 1703 | loss: 0.0311226 | val_loss: 0.0311769 | Time: 1962.42 ms [2022-04-13 08:38:35 main:581] : INFO : Epoch 1704 | loss: 0.031124 | val_loss: 0.0311719 | Time: 1974.71 ms [2022-04-13 08:38:37 main:581] : INFO : Epoch 1705 | loss: 0.031123 | val_loss: 0.0311956 | Time: 2001.35 ms [2022-04-13 08:38:39 main:581] : INFO : Epoch 1706 | loss: 0.0311182 | val_loss: 0.0311713 | Time: 2017.24 ms [2022-04-13 08:38:41 main:581] : INFO : Epoch 1707 | loss: 0.0311241 | val_loss: 0.0311866 | Time: 1949.7 ms [2022-04-13 08:38:43 main:581] : INFO : Epoch 1708 | loss: 0.0311193 | val_loss: 0.0311721 | Time: 1956.88 ms [2022-04-13 08:38:45 main:581] : INFO : Epoch 1709 | loss: 0.0311138 | val_loss: 0.031177 | Time: 2026.97 ms [2022-04-13 08:38:47 main:581] : INFO : Epoch 1710 | loss: 0.031116 | val_loss: 0.0311755 | Time: 1939.21 ms [2022-04-13 08:38:49 main:581] : INFO : Epoch 1711 | loss: 0.0311148 | val_loss: 0.0311791 | Time: 2008.18 ms [2022-04-13 08:38:51 main:581] : INFO : Epoch 1712 | loss: 0.0311141 | val_loss: 0.0311927 | Time: 1970.98 ms [2022-04-13 08:38:53 main:581] : INFO : Epoch 1713 | loss: 0.0311139 | val_loss: 0.0311802 | Time: 1996.86 ms [2022-04-13 08:38:55 main:581] : INFO : Epoch 1714 | loss: 0.0311245 | val_loss: 0.0311794 | Time: 1920.95 ms [2022-04-13 08:38:57 main:581] : INFO : Epoch 1715 | loss: 0.0311155 | val_loss: 0.0311844 | Time: 1962.99 ms [2022-04-13 08:38:59 main:581] : INFO : Epoch 1716 | loss: 0.0311125 | val_loss: 0.0311747 | Time: 2041.9 ms [2022-04-13 08:39:01 main:581] : INFO : Epoch 1717 | loss: 0.0311148 | val_loss: 0.0311756 | Time: 1973.34 ms [2022-04-13 08:39:03 main:581] : INFO : Epoch 1718 | loss: 0.0311158 | val_loss: 0.0311794 | Time: 2066.39 ms [2022-04-13 08:39:05 main:581] : INFO : Epoch 1719 | loss: 0.0311126 | val_loss: 0.0311785 | Time: 1987.82 ms [2022-04-13 08:39:07 main:581] : INFO : Epoch 1720 | loss: 0.0311149 | val_loss: 0.031182 | Time: 2019.37 ms [2022-04-13 08:39:09 main:581] : INFO : Epoch 1721 | loss: 0.0311119 | val_loss: 0.0311819 | Time: 2045.21 ms [2022-04-13 08:39:11 main:581] : INFO : Epoch 1722 | loss: 0.0311086 | val_loss: 0.0311702 | Time: 2046.65 ms [2022-04-13 08:39:13 main:581] : INFO : Epoch 1723 | loss: 0.0311095 | val_loss: 0.0311796 | Time: 2050.08 ms [2022-04-13 08:39:15 main:581] : INFO : Epoch 1724 | loss: 0.0311107 | val_loss: 0.031184 | Time: 2042.85 ms [2022-04-13 08:39:17 main:581] : INFO : Epoch 1725 | loss: 0.0311125 | val_loss: 0.0311808 | Time: 2056.48 ms [2022-04-13 08:39:19 main:581] : INFO : Epoch 1726 | loss: 0.0311104 | val_loss: 0.0311781 | Time: 2083.69 ms [2022-04-13 08:39:21 main:581] : INFO : Epoch 1727 | loss: 0.0311121 | val_loss: 0.0311823 | Time: 2010.55 ms [2022-04-13 08:39:23 main:581] : INFO : Epoch 1728 | loss: 0.0311151 | val_loss: 0.0311783 | Time: 2030.64 ms [2022-04-13 08:39:25 main:581] : INFO : Epoch 1729 | loss: 0.0311111 | val_loss: 0.0311814 | Time: 2031.29 ms [2022-04-13 08:39:27 main:581] : INFO : Epoch 1730 | loss: 0.0311062 | val_loss: 0.0311868 | Time: 2122.74 ms [2022-04-13 08:39:29 main:581] : INFO : Epoch 1731 | loss: 0.0311062 | val_loss: 0.0311804 | Time: 1987.13 ms [2022-04-13 08:39:32 main:581] : INFO : Epoch 1732 | loss: 0.0311049 | val_loss: 0.0311834 | Time: 2033.21 ms [2022-04-13 08:39:34 main:581] : INFO : Epoch 1733 | loss: 0.0311065 | val_loss: 0.0311956 | Time: 2022.56 ms [2022-04-13 08:39:36 main:581] : INFO : Epoch 1734 | loss: 0.0311172 | val_loss: 0.0311812 | Time: 2109 ms [2022-04-13 08:39:38 main:581] : INFO : Epoch 1735 | loss: 0.0311213 | val_loss: 0.0311831 | Time: 2011.94 ms [2022-04-13 08:39:40 main:581] : INFO : Epoch 1736 | loss: 0.0311138 | val_loss: 0.0311741 | Time: 1981.32 ms [2022-04-13 08:39:42 main:581] : INFO : Epoch 1737 | loss: 0.0311137 | val_loss: 0.0311769 | Time: 1988.07 ms [2022-04-13 08:39:44 main:581] : INFO : Epoch 1738 | loss: 0.0311066 | val_loss: 0.0311843 | Time: 1995.54 ms [2022-04-13 08:39:46 main:581] : INFO : Epoch 1739 | loss: 0.0311064 | val_loss: 0.0311868 | Time: 2046.31 ms [2022-04-13 08:39:48 main:581] : INFO : Epoch 1740 | loss: 0.0311102 | val_loss: 0.0311798 | Time: 2035.49 ms [2022-04-13 08:39:50 main:581] : INFO : Epoch 1741 | loss: 0.0311162 | val_loss: 0.0311826 | Time: 2034.32 ms [2022-04-13 08:39:52 main:581] : INFO : Epoch 1742 | loss: 0.0311113 | val_loss: 0.0311872 | Time: 1976.03 ms [2022-04-13 08:39:54 main:581] : INFO : Epoch 1743 | loss: 0.0311065 | val_loss: 0.0311907 | Time: 2012.23 ms [2022-04-13 08:39:56 main:581] : INFO : Epoch 1744 | loss: 0.0311062 | val_loss: 0.031188 | Time: 2109.24 ms [2022-04-13 08:39:58 main:581] : INFO : Epoch 1745 | loss: 0.0311118 | val_loss: 0.0311829 | Time: 2026.8 ms [2022-04-13 08:40:00 main:581] : INFO : Epoch 1746 | loss: 0.0311069 | val_loss: 0.0311848 | Time: 2073 ms [2022-04-13 08:40:02 main:581] : INFO : Epoch 1747 | loss: 0.0311061 | val_loss: 0.0311866 | Time: 2056.96 ms [2022-04-13 08:40:04 main:581] : INFO : Epoch 1748 | loss: 0.031106 | val_loss: 0.031186 | Time: 1991.9 ms [2022-04-13 08:40:06 main:581] : INFO : Epoch 1749 | loss: 0.0311123 | val_loss: 0.031187 | Time: 2010.97 ms [2022-04-13 08:40:08 main:581] : INFO : Epoch 1750 | loss: 0.0311079 | val_loss: 0.0311803 | Time: 2056.24 ms [2022-04-13 08:40:10 main:581] : INFO : Epoch 1751 | loss: 0.0311063 | val_loss: 0.0311906 | Time: 1960.22 ms [2022-04-13 08:40:12 main:581] : INFO : Epoch 1752 | loss: 0.0311031 | val_loss: 0.0311788 | Time: 1975.43 ms [2022-04-13 08:40:14 main:581] : INFO : Epoch 1753 | loss: 0.0311033 | val_loss: 0.0311828 | Time: 1996.7 ms [2022-04-13 08:40:16 main:581] : INFO : Epoch 1754 | loss: 0.0311065 | val_loss: 0.0311862 | Time: 2027.05 ms [2022-04-13 08:40:18 main:581] : INFO : Epoch 1755 | loss: 0.0311053 | val_loss: 0.0311884 | Time: 1984.71 ms [2022-04-13 08:40:20 main:581] : INFO : Epoch 1756 | loss: 0.0311039 | val_loss: 0.0311872 | Time: 2021.53 ms [2022-04-13 08:40:22 main:581] : INFO : Epoch 1757 | loss: 0.0311144 | val_loss: 0.0311837 | Time: 2046.11 ms [2022-04-13 08:40:24 main:581] : INFO : Epoch 1758 | loss: 0.0311277 | val_loss: 0.0311756 | Time: 2060.95 ms [2022-04-13 08:40:26 main:581] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311762 | Time: 2032.39 ms [2022-04-13 08:40:28 main:581] : INFO : Epoch 1760 | loss: 0.0311161 | val_loss: 0.0311699 | Time: 1966.57 ms [2022-04-13 08:40:30 main:581] : INFO : Epoch 1761 | loss: 0.0311123 | val_loss: 0.0311791 | Time: 2015.14 ms [2022-04-13 08:40:32 main:581] : INFO : Epoch 1762 | loss: 0.0311116 | val_loss: 0.031179 | Time: 2005.47 ms [2022-04-13 08:40:34 main:581] : INFO : Epoch 1763 | loss: 0.031106 | val_loss: 0.0311854 | Time: 1965 ms [2022-04-13 08:40:36 main:581] : INFO : Epoch 1764 | loss: 0.0311091 | val_loss: 0.0311867 | Time: 2042.43 ms [2022-04-13 08:40:38 main:581] : INFO : Epoch 1765 | loss: 0.0311035 | val_loss: 0.0311837 | Time: 1995.16 ms [2022-04-13 08:40:40 main:581] : INFO : Epoch 1766 | loss: 0.0311002 | val_loss: 0.0311949 | Time: 1989.98 ms [2022-04-13 08:40:42 main:581] : INFO : Epoch 1767 | loss: 0.0311028 | val_loss: 0.0311863 | Time: 2002.48 ms [2022-04-13 08:40:44 main:581] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.031178 | Time: 2051.32 ms [2022-04-13 08:40:46 main:581] : INFO : Epoch 1769 | loss: 0.0311029 | val_loss: 0.0311828 | Time: 2107.01 ms [2022-04-13 08:40:48 main:581] : INFO : Epoch 1770 | loss: 0.0311068 | val_loss: 0.0311822 | Time: 2064.77 ms [2022-04-13 08:40:50 main:581] : INFO : Epoch 1771 | loss: 0.0311142 | val_loss: 0.0311931 | Time: 1960.48 ms [2022-04-13 08:40:52 main:581] : INFO : Epoch 1772 | loss: 0.0311077 | val_loss: 0.0311963 | Time: 2029.92 ms [2022-04-13 08:40:54 main:581] : INFO : Epoch 1773 | loss: 0.031108 | val_loss: 0.0311796 | Time: 2045.22 ms [2022-04-13 08:40:56 main:581] : INFO : Epoch 1774 | loss: 0.0311027 | val_loss: 0.0311896 | Time: 2012.17 ms [2022-04-13 08:40:58 main:581] : INFO : Epoch 1775 | loss: 0.031109 | val_loss: 0.0312039 | Time: 2039.91 ms [2022-04-13 08:41:00 main:581] : INFO : Epoch 1776 | loss: 0.0311121 | val_loss: 0.0311905 | Time: 2001.24 ms [2022-04-13 08:41:02 main:581] : INFO : Epoch 1777 | loss: 0.0311061 | val_loss: 0.031193 | Time: 1927.27 ms [2022-04-13 08:41:04 main:581] : INFO : Epoch 1778 | loss: 0.031104 | val_loss: 0.0311812 | Time: 1997.12 ms [2022-04-13 08:41:06 main:581] : INFO : Epoch 1779 | loss: 0.0311172 | val_loss: 0.0311765 | Time: 2012.44 ms [2022-04-13 08:41:08 main:581] : INFO : Epoch 1780 | loss: 0.031137 | val_loss: 0.0311736 | Time: 2019.85 ms [2022-04-13 08:41:10 main:581] : INFO : Epoch 1781 | loss: 0.0311312 | val_loss: 0.0311741 | Time: 1991.81 ms [2022-04-13 08:41:12 main:581] : INFO : Epoch 1782 | loss: 0.0311232 | val_loss: 0.0311729 | Time: 2038.79 ms [2022-04-13 08:41:15 main:581] : INFO : Epoch 1783 | loss: 0.0311199 | val_loss: 0.031182 | Time: 2105.93 ms [2022-04-13 08:41:17 main:581] : INFO : Epoch 1784 | loss: 0.0311323 | val_loss: 0.0311823 | Time: 2028.99 ms [2022-04-13 08:41:19 main:581] : INFO : Epoch 1785 | loss: 0.0311265 | val_loss: 0.0311821 | Time: 2048.72 ms [2022-04-13 08:41:21 main:581] : INFO : Epoch 1786 | loss: 0.031118 | val_loss: 0.0311797 | Time: 1929.98 ms [2022-04-13 08:41:23 main:581] : INFO : Epoch 1787 | loss: 0.0311155 | val_loss: 0.0311907 | Time: 1983.71 ms [2022-04-13 08:41:25 main:581] : INFO : Epoch 1788 | loss: 0.0311148 | val_loss: 0.0311824 | Time: 2074.96 ms [2022-04-13 08:41:27 main:581] : INFO : Epoch 1789 | loss: 0.031111 | val_loss: 0.0311872 | Time: 1969.43 ms [2022-04-13 08:41:29 main:581] : INFO : Epoch 1790 | loss: 0.0311093 | val_loss: 0.0311923 | Time: 2008.76 ms [2022-04-13 08:41:31 main:581] : INFO : Epoch 1791 | loss: 0.0311077 | val_loss: 0.0311939 | Time: 2052.14 ms [2022-04-13 08:41:33 main:581] : INFO : Epoch 1792 | loss: 0.0311158 | val_loss: 0.0311766 | Time: 2089.11 ms [2022-04-13 08:41:35 main:581] : INFO : Epoch 1793 | loss: 0.0311067 | val_loss: 0.0311808 | Time: 2030.82 ms [2022-04-13 08:41:37 main:581] : INFO : Epoch 1794 | loss: 0.0311029 | val_loss: 0.0311877 | Time: 2034.48 ms [2022-04-13 08:41:39 main:581] : INFO : Epoch 1795 | loss: 0.0311001 | val_loss: 0.031188 | Time: 2066.94 ms [2022-04-13 08:41:41 main:581] : INFO : Epoch 1796 | loss: 0.0311102 | val_loss: 0.031179 | Time: 2002.4 ms [2022-04-13 08:41:43 main:581] : INFO : Epoch 1797 | loss: 0.0311091 | val_loss: 0.0311869 | Time: 2014.76 ms [2022-04-13 08:41:45 main:581] : INFO : Epoch 1798 | loss: 0.0311207 | val_loss: 0.0311757 | Time: 2043.28 ms [2022-04-13 08:41:47 main:581] : INFO : Epoch 1799 | loss: 0.0311186 | val_loss: 0.031176 | Time: 2062.33 ms [2022-04-13 08:41:49 main:581] : INFO : Epoch 1800 | loss: 0.0311166 | val_loss: 0.0311808 | Time: 2013.76 ms [2022-04-13 08:41:51 main:581] : INFO : Epoch 1801 | loss: 0.031112 | val_loss: 0.0311768 | Time: 1996.58 ms [2022-04-13 08:41:53 main:581] : INFO : Epoch 1802 | loss: 0.0311062 | val_loss: 0.0311828 | Time: 1894.85 ms [2022-04-13 08:41:55 main:581] : INFO : Epoch 1803 | loss: 0.0311022 | val_loss: 0.0311785 | Time: 1989.6 ms [2022-04-13 08:41:57 main:581] : INFO : Epoch 1804 | loss: 0.0311011 | val_loss: 0.0311894 | Time: 1966.02 ms [2022-04-13 08:41:59 main:581] : INFO : Epoch 1805 | loss: 0.0310981 | val_loss: 0.0311842 | Time: 2031.6 ms [2022-04-13 08:42:01 main:581] : INFO : Epoch 1806 | loss: 0.0311017 | val_loss: 0.0311918 | Time: 2006.8 ms [2022-04-13 08:42:03 main:581] : INFO : Epoch 1807 | loss: 0.0311093 | val_loss: 0.0311811 | Time: 2031.87 ms [2022-04-13 08:42:05 main:581] : INFO : Epoch 1808 | loss: 0.0311058 | val_loss: 0.0311826 | Time: 2021.01 ms [2022-04-13 08:42:07 main:581] : INFO : Epoch 1809 | loss: 0.0311142 | val_loss: 0.0311896 | Time: 2038.41 ms [2022-04-13 08:42:09 main:581] : INFO : Epoch 1810 | loss: 0.0311132 | val_loss: 0.031175 | Time: 1936.92 ms [2022-04-13 08:42:11 main:581] : INFO : Epoch 1811 | loss: 0.0311089 | val_loss: 0.0311867 | Time: 2003.06 ms [2022-04-13 08:42:13 main:581] : INFO : Epoch 1812 | loss: 0.0311052 | val_loss: 0.0311901 | Time: 2027.03 ms [2022-04-13 08:42:15 main:581] : INFO : Epoch 1813 | loss: 0.0311034 | val_loss: 0.0311868 | Time: 2020.7 ms [2022-04-13 08:42:17 main:581] : INFO : Epoch 1814 | loss: 0.0311035 | val_loss: 0.0311936 | Time: 1971.6 ms [2022-04-13 08:42:19 main:581] : INFO : Epoch 1815 | loss: 0.0311007 | val_loss: 0.0311913 | Time: 1980.5 ms [2022-04-13 08:42:21 main:581] : INFO : Epoch 1816 | loss: 0.0311002 | val_loss: 0.0311874 | Time: 2035 ms [2022-04-13 08:42:23 main:581] : INFO : Epoch 1817 | loss: 0.0310983 | val_loss: 0.0311877 | Time: 1991.82 ms [2022-04-13 08:42:25 main:581] : INFO : Epoch 1818 | loss: 0.0311113 | val_loss: 0.0311918 | Time: 2072.67 ms [2022-04-13 08:42:27 main:581] : INFO : Epoch 1819 | loss: 0.0311104 | val_loss: 0.031191 | Time: 2021.5 ms [2022-04-13 08:42:29 main:581] : INFO : Epoch 1820 | loss: 0.0311049 | val_loss: 0.0311863 | Time: 2020.66 ms [2022-04-13 08:42:31 main:581] : INFO : Epoch 1821 | loss: 0.0311004 | val_loss: 0.0311926 | Time: 2014.39 ms [2022-04-13 08:42:33 main:581] : INFO : Epoch 1822 | loss: 0.0310989 | val_loss: 0.0311885 | Time: 2053.8 ms [2022-04-13 08:42:35 main:581] : INFO : Epoch 1823 | loss: 0.031098 | val_loss: 0.0311921 | Time: 2015.74 ms [2022-04-13 08:42:37 main:581] : INFO : Epoch 1824 | loss: 0.0311002 | val_loss: 0.0311875 | Time: 2028.02 ms [2022-04-13 08:42:39 main:581] : INFO : Epoch 1825 | loss: 0.0311189 | val_loss: 0.0311849 | Time: 1997.56 ms [2022-04-13 08:42:41 main:581] : INFO : Epoch 1826 | loss: 0.0311112 | val_loss: 0.031183 | Time: 2019.79 ms [2022-04-13 08:42:43 main:581] : INFO : Epoch 1827 | loss: 0.0311103 | val_loss: 0.0311915 | Time: 2078.73 ms [2022-04-13 08:42:45 main:581] : INFO : Epoch 1828 | loss: 0.0311109 | val_loss: 0.0311956 | Time: 2067.49 ms [2022-04-13 08:42:47 main:581] : INFO : Epoch 1829 | loss: 0.0311059 | val_loss: 0.0311867 | Time: 1965.07 ms [2022-04-13 08:42:49 main:581] : INFO : Epoch 1830 | loss: 0.0311033 | val_loss: 0.0311898 | Time: 2015.68 ms [2022-04-13 08:42:51 main:581] : INFO : Epoch 1831 | loss: 0.0311092 | val_loss: 0.0312004 | Time: 2030.46 ms [2022-04-13 08:42:53 main:581] : INFO : Epoch 1832 | loss: 0.0311075 | val_loss: 0.0311901 | Time: 2011.68 ms [2022-04-13 08:42:55 main:581] : INFO : Epoch 1833 | loss: 0.0311053 | val_loss: 0.0311881 | Time: 2022.09 ms [2022-04-13 08:42:57 main:581] : INFO : Epoch 1834 | loss: 0.0311104 | val_loss: 0.0311935 | Time: 2035.4 ms [2022-04-13 08:43:00 main:581] : INFO : Epoch 1835 | loss: 0.0311025 | val_loss: 0.0311862 | Time: 2085.01 ms [2022-04-13 08:43:02 main:581] : INFO : Epoch 1836 | loss: 0.0311054 | val_loss: 0.0311855 | Time: 2108.36 ms [2022-04-13 08:43:04 main:581] : INFO : Epoch 1837 | loss: 0.0311103 | val_loss: 0.0311836 | Time: 2046.95 ms [2022-04-13 08:43:06 main:581] : INFO : Epoch 1838 | loss: 0.0311062 | val_loss: 0.0311952 | Time: 1914.56 ms [2022-04-13 08:43:08 main:581] : INFO : Epoch 1839 | loss: 0.0311023 | val_loss: 0.0311873 | Time: 2006.13 ms [2022-04-13 08:43:10 main:581] : INFO : Epoch 1840 | loss: 0.0311048 | val_loss: 0.0311977 | Time: 2013.78 ms [2022-04-13 08:43:12 main:581] : INFO : Epoch 1841 | loss: 0.0311174 | val_loss: 0.0312031 | Time: 2044.45 ms [2022-04-13 08:43:14 main:581] : INFO : Epoch 1842 | loss: 0.0311146 | val_loss: 0.0311891 | Time: 2041.56 ms [2022-04-13 08:43:16 main:581] : INFO : Epoch 1843 | loss: 0.0311059 | val_loss: 0.031198 | Time: 2014.25 ms [2022-04-13 08:43:18 main:581] : INFO : Epoch 1844 | loss: 0.0310952 | val_loss: 0.0312109 | Time: 2074.15 ms [2022-04-13 08:43:20 main:581] : INFO : Epoch 1845 | loss: 0.0310949 | val_loss: 0.0311996 | Time: 1993.18 ms [2022-04-13 08:43:22 main:581] : INFO : Epoch 1846 | loss: 0.0310962 | val_loss: 0.0311984 | Time: 2039.76 ms [2022-04-13 08:43:24 main:581] : INFO : Epoch 1847 | loss: 0.0310947 | val_loss: 0.0311914 | Time: 2018.97 ms [2022-04-13 08:43:26 main:581] : INFO : Epoch 1848 | loss: 0.0310913 | val_loss: 0.0311936 | Time: 1955.18 ms [2022-04-13 08:43:28 main:581] : INFO : Epoch 1849 | loss: 0.0310926 | val_loss: 0.031187 | Time: 2019.82 ms [2022-04-13 08:43:30 main:581] : INFO : Epoch 1850 | loss: 0.0310921 | val_loss: 0.0312025 | Time: 1999.09 ms [2022-04-13 08:43:32 main:581] : INFO : Epoch 1851 | loss: 0.0310963 | val_loss: 0.0312027 | Time: 1972.13 ms [2022-04-13 08:43:34 main:581] : INFO : Epoch 1852 | loss: 0.031096 | val_loss: 0.0311875 | Time: 1992.55 ms [2022-04-13 08:43:36 main:581] : INFO : Epoch 1853 | loss: 0.0310985 | val_loss: 0.0311989 | Time: 2042.06 ms [2022-04-13 08:43:38 main:581] : INFO : Epoch 1854 | loss: 0.0311039 | val_loss: 0.0311894 | Time: 1965.74 ms [2022-04-13 08:43:40 main:581] : INFO : Epoch 1855 | loss: 0.0310965 | val_loss: 0.0311878 | Time: 1984.46 ms [2022-04-13 08:43:42 main:581] : INFO : Epoch 1856 | loss: 0.0310947 | val_loss: 0.0311927 | Time: 2008.07 ms [2022-04-13 08:43:44 main:581] : INFO : Epoch 1857 | loss: 0.0310961 | val_loss: 0.0311928 | Time: 1974.84 ms [2022-04-13 08:43:46 main:581] : INFO : Epoch 1858 | loss: 0.0311003 | val_loss: 0.0311949 | Time: 1968.98 ms [2022-04-13 08:43:48 main:581] : INFO : Epoch 1859 | loss: 0.0310936 | val_loss: 0.031204 | Time: 2044.55 ms [2022-04-13 08:43:50 main:581] : INFO : Epoch 1860 | loss: 0.0310918 | val_loss: 0.0311965 | Time: 2110.62 ms [2022-04-13 08:43:52 main:581] : INFO : Epoch 1861 | loss: 0.0310932 | val_loss: 0.0311882 | Time: 2134.64 ms [2022-04-13 08:43:54 main:581] : INFO : Epoch 1862 | loss: 0.0310947 | val_loss: 0.0311987 | Time: 1982.65 ms [2022-04-13 08:43:56 main:581] : INFO : Epoch 1863 | loss: 0.0310943 | val_loss: 0.031179 | Time: 1999.76 ms [2022-04-13 08:43:58 main:581] : INFO : Epoch 1864 | loss: 0.031102 | val_loss: 0.0312002 | Time: 1954.16 ms [2022-04-13 08:44:00 main:581] : INFO : Epoch 1865 | loss: 0.0311046 | val_loss: 0.0311955 | Time: 1983.8 ms [2022-04-13 08:44:02 main:581] : INFO : Epoch 1866 | loss: 0.0311049 | val_loss: 0.0311949 | Time: 1989.99 ms [2022-04-13 08:44:04 main:581] : INFO : Epoch 1867 | loss: 0.0311059 | val_loss: 0.0311979 | Time: 2090.26 ms [2022-04-13 08:44:06 main:581] : INFO : Epoch 1868 | loss: 0.0311124 | val_loss: 0.0311927 | Time: 2030.54 ms [2022-04-13 08:44:08 main:581] : INFO : Epoch 1869 | loss: 0.0311011 | val_loss: 0.0311953 | Time: 2034.08 ms [2022-04-13 08:44:10 main:581] : INFO : Epoch 1870 | loss: 0.0310975 | val_loss: 0.0312024 | Time: 1970.33 ms [2022-04-13 08:44:12 main:581] : INFO : Epoch 1871 | loss: 0.0310953 | val_loss: 0.0311921 | Time: 1999.5 ms [2022-04-13 08:44:14 main:581] : INFO : Epoch 1872 | loss: 0.031091 | val_loss: 0.0311935 | Time: 1973.71 ms [2022-04-13 08:44:16 main:581] : INFO : Epoch 1873 | loss: 0.0310917 | val_loss: 0.0312087 | Time: 2078.53 ms [2022-04-13 08:44:18 main:581] : INFO : Epoch 1874 | loss: 0.0310928 | val_loss: 0.0312021 | Time: 1955.03 ms [2022-04-13 08:44:20 main:581] : INFO : Epoch 1875 | loss: 0.0310913 | val_loss: 0.0311928 | Time: 2063.76 ms [2022-04-13 08:44:22 main:581] : INFO : Epoch 1876 | loss: 0.0310925 | val_loss: 0.0311957 | Time: 1995.76 ms [2022-04-13 08:44:24 main:581] : INFO : Epoch 1877 | loss: 0.0310919 | val_loss: 0.0312087 | Time: 1998.94 ms [2022-04-13 08:44:26 main:581] : INFO : Epoch 1878 | loss: 0.0310904 | val_loss: 0.0312004 | Time: 1989.51 ms [2022-04-13 08:44:28 main:581] : INFO : Epoch 1879 | loss: 0.0310911 | val_loss: 0.0311843 | Time: 2009.85 ms [2022-04-13 08:44:30 main:581] : INFO : Epoch 1880 | loss: 0.031091 | val_loss: 0.0312019 | Time: 2021.45 ms [2022-04-13 08:44:32 main:581] : INFO : Epoch 1881 | loss: 0.0310879 | val_loss: 0.0311962 | Time: 1988.62 ms [2022-04-13 08:44:34 main:581] : INFO : Epoch 1882 | loss: 0.031085 | val_loss: 0.0312028 | Time: 2111.17 ms [2022-04-13 08:44:36 main:581] : INFO : Epoch 1883 | loss: 0.0310856 | val_loss: 0.031195 | Time: 1957.25 ms [2022-04-13 08:44:38 main:581] : INFO : Epoch 1884 | loss: 0.0310884 | val_loss: 0.0311897 | Time: 1940.1 ms [2022-04-13 08:44:40 main:581] : INFO : Epoch 1885 | loss: 0.0310861 | val_loss: 0.0311956 | Time: 2025.54 ms [2022-04-13 08:44:42 main:581] : INFO : Epoch 1886 | loss: 0.0310818 | val_loss: 0.0312147 | Time: 2026 ms [2022-04-13 08:44:44 main:581] : INFO : Epoch 1887 | loss: 0.031083 | val_loss: 0.0312007 | Time: 1973.42 ms [2022-04-13 08:44:46 main:581] : INFO : Epoch 1888 | loss: 0.0310859 | val_loss: 0.031195 | Time: 2029.91 ms [2022-04-13 08:44:48 main:581] : INFO : Epoch 1889 | loss: 0.0310993 | val_loss: 0.0311925 | Time: 2008.89 ms [2022-04-13 08:44:50 main:581] : INFO : Epoch 1890 | loss: 0.0310984 | val_loss: 0.0311803 | Time: 2009.89 ms [2022-04-13 08:44:52 main:581] : INFO : Epoch 1891 | loss: 0.0311143 | val_loss: 0.0311922 | Time: 1959.92 ms [2022-04-13 08:44:54 main:581] : INFO : Epoch 1892 | loss: 0.0311184 | val_loss: 0.0311786 | Time: 2015.3 ms [2022-04-13 08:44:56 main:581] : INFO : Epoch 1893 | loss: 0.0311094 | val_loss: 0.0311913 | Time: 1980.25 ms [2022-04-13 08:44:58 main:581] : INFO : Epoch 1894 | loss: 0.0311116 | val_loss: 0.0311891 | Time: 1957.36 ms [2022-04-13 08:45:00 main:581] : INFO : Epoch 1895 | loss: 0.0311033 | val_loss: 0.0311875 | Time: 1997.07 ms [2022-04-13 08:45:02 main:581] : INFO : Epoch 1896 | loss: 0.0311015 | val_loss: 0.031189 | Time: 2048.13 ms [2022-04-13 08:45:04 main:581] : INFO : Epoch 1897 | loss: 0.0311 | val_loss: 0.0311831 | Time: 2010.71 ms [2022-04-13 08:45:06 main:581] : INFO : Epoch 1898 | loss: 0.0310973 | val_loss: 0.0311916 | Time: 2062.11 ms [2022-04-13 08:45:08 main:581] : INFO : Epoch 1899 | loss: 0.0310944 | val_loss: 0.0312008 | Time: 2000.07 ms [2022-04-13 08:45:10 main:581] : INFO : Epoch 1900 | loss: 0.0310935 | val_loss: 0.0311968 | Time: 2097.8 ms [2022-04-13 08:45:12 main:581] : INFO : Epoch 1901 | loss: 0.0310911 | val_loss: 0.0312039 | Time: 1962.58 ms [2022-04-13 08:45:14 main:581] : INFO : Epoch 1902 | loss: 0.0311154 | val_loss: 0.0311733 | Time: 2015.58 ms [2022-04-13 08:45:16 main:581] : INFO : Epoch 1903 | loss: 0.0311309 | val_loss: 0.0311734 | Time: 1978.18 ms [2022-04-13 08:45:18 main:581] : INFO : Epoch 1904 | loss: 0.0311293 | val_loss: 0.0311699 | Time: 1966.95 ms [2022-04-13 08:45:20 main:581] : INFO : Epoch 1905 | loss: 0.0311255 | val_loss: 0.0311749 | Time: 1930.74 ms [2022-04-13 08:45:22 main:581] : INFO : Epoch 1906 | loss: 0.0311199 | val_loss: 0.0311783 | Time: 2067.76 ms [2022-04-13 08:45:24 main:581] : INFO : Epoch 1907 | loss: 0.0311169 | val_loss: 0.0311746 | Time: 1948.73 ms [2022-04-13 08:45:26 main:581] : INFO : Epoch 1908 | loss: 0.0311081 | val_loss: 0.0311774 | Time: 2055.65 ms [2022-04-13 08:45:28 main:581] : INFO : Epoch 1909 | loss: 0.0311162 | val_loss: 0.0311838 | Time: 1944.07 ms [2022-04-13 08:45:30 main:581] : INFO : Epoch 1910 | loss: 0.0311068 | val_loss: 0.0311876 | Time: 1970.13 ms [2022-04-13 08:45:32 main:581] : INFO : Epoch 1911 | loss: 0.0311032 | val_loss: 0.0311998 | Time: 2012.21 ms [2022-04-13 08:45:34 main:581] : INFO : Epoch 1912 | loss: 0.0310977 | val_loss: 0.0311935 | Time: 2069.73 ms [2022-04-13 08:45:36 main:581] : INFO : Epoch 1913 | loss: 0.0310969 | val_loss: 0.0311844 | Time: 2034.87 ms [2022-04-13 08:45:38 main:581] : INFO : Epoch 1914 | loss: 0.0311023 | val_loss: 0.0312043 | Time: 1994.3 ms [2022-04-13 08:45:40 main:581] : INFO : Epoch 1915 | loss: 0.0310982 | val_loss: 0.0312062 | Time: 2113.4 ms [2022-04-13 08:45:43 main:581] : INFO : Epoch 1916 | loss: 0.0310993 | val_loss: 0.0311881 | Time: 2063.27 ms [2022-04-13 08:45:45 main:581] : INFO : Epoch 1917 | loss: 0.0310981 | val_loss: 0.0312087 | Time: 2083.12 ms [2022-04-13 08:45:47 main:581] : INFO : Epoch 1918 | loss: 0.0311003 | val_loss: 0.0311903 | Time: 1994.76 ms [2022-04-13 08:45:49 main:581] : INFO : Epoch 1919 | loss: 0.0310935 | val_loss: 0.0311961 | Time: 1969.12 ms [2022-04-13 08:45:51 main:581] : INFO : Epoch 1920 | loss: 0.0310873 | val_loss: 0.0311928 | Time: 2078.82 ms [2022-04-13 08:45:53 main:581] : INFO : Epoch 1921 | loss: 0.0310855 | val_loss: 0.0312004 | Time: 2036.57 ms [2022-04-13 08:45:55 main:581] : INFO : Epoch 1922 | loss: 0.0310874 | val_loss: 0.0311908 | Time: 1963.13 ms [2022-04-13 08:45:57 main:581] : INFO : Epoch 1923 | loss: 0.0310949 | val_loss: 0.0311929 | Time: 2098.56 ms [2022-04-13 08:45:59 main:581] : INFO : Epoch 1924 | loss: 0.0310936 | val_loss: 0.0312019 | Time: 2014.02 ms [2022-04-13 08:46:01 main:581] : INFO : Epoch 1925 | loss: 0.0310953 | val_loss: 0.0311962 | Time: 2003.14 ms [2022-04-13 08:46:03 main:581] : INFO : Epoch 1926 | loss: 0.0310974 | val_loss: 0.0311985 | Time: 1960.65 ms [2022-04-13 08:46:05 main:581] : INFO : Epoch 1927 | loss: 0.0311 | val_loss: 0.0311892 | Time: 2007.49 ms [2022-04-13 08:46:07 main:581] : INFO : Epoch 1928 | loss: 0.0310924 | val_loss: 0.0311975 | Time: 1987.02 ms [2022-04-13 08:46:09 main:581] : INFO : Epoch 1929 | loss: 0.0311012 | val_loss: 0.0312039 | Time: 1987.54 ms [2022-04-13 08:46:11 main:581] : INFO : Epoch 1930 | loss: 0.0311037 | val_loss: 0.0311973 | Time: 1988.45 ms [2022-04-13 08:46:13 main:581] : INFO : Epoch 1931 | loss: 0.0310873 | val_loss: 0.0311991 | Time: 1944.35 ms [2022-04-13 08:46:15 main:581] : INFO : Epoch 1932 | loss: 0.0310826 | val_loss: 0.0312084 | Time: 2228.91 ms [2022-04-13 08:46:17 main:581] : INFO : Epoch 1933 | loss: 0.0310892 | val_loss: 0.0312012 | Time: 2171.48 ms [2022-04-13 08:46:19 main:581] : INFO : Epoch 1934 | loss: 0.03109 | val_loss: 0.0311861 | Time: 2198.12 ms [2022-04-13 08:46:21 main:581] : INFO : Epoch 1935 | loss: 0.0310906 | val_loss: 0.0311959 | Time: 1986.34 ms [2022-04-13 08:46:23 main:581] : INFO : Epoch 1936 | loss: 0.0310927 | val_loss: 0.0311984 | Time: 1968.75 ms [2022-04-13 08:46:25 main:581] : INFO : Epoch 1937 | loss: 0.0310859 | val_loss: 0.0311947 | Time: 2043.95 ms [2022-04-13 08:46:28 main:581] : INFO : Epoch 1938 | loss: 0.0310841 | val_loss: 0.031192 | Time: 2237.05 ms [2022-04-13 08:46:30 main:581] : INFO : Epoch 1939 | loss: 0.0310841 | val_loss: 0.0311905 | Time: 2233.17 ms [2022-04-13 08:46:32 main:581] : INFO : Epoch 1940 | loss: 0.0310906 | val_loss: 0.0312129 | Time: 2206.81 ms [2022-04-13 08:46:34 main:581] : INFO : Epoch 1941 | loss: 0.0310921 | val_loss: 0.0311968 | Time: 1985.2 ms [2022-04-13 08:46:36 main:581] : INFO : Epoch 1942 | loss: 0.0310958 | val_loss: 0.0311887 | Time: 1975.56 ms [2022-04-13 08:46:38 main:581] : INFO : Epoch 1943 | loss: 0.0310936 | val_loss: 0.0311937 | Time: 1947.38 ms [2022-04-13 08:46:40 main:581] : INFO : Epoch 1944 | loss: 0.0310939 | val_loss: 0.0311832 | Time: 2004.17 ms [2022-04-13 08:46:42 main:581] : INFO : Epoch 1945 | loss: 0.031096 | val_loss: 0.0311905 | Time: 2037.91 ms [2022-04-13 08:46:44 main:581] : INFO : Epoch 1946 | loss: 0.0311135 | val_loss: 0.0311797 | Time: 1998.88 ms [2022-04-13 08:46:46 main:581] : INFO : Epoch 1947 | loss: 0.0311068 | val_loss: 0.031191 | Time: 2008 ms [2022-04-13 08:46:48 main:581] : INFO : Epoch 1948 | loss: 0.0311012 | val_loss: 0.0311887 | Time: 2007.34 ms [2022-04-13 08:46:50 main:581] : INFO : Epoch 1949 | loss: 0.0310963 | val_loss: 0.0312007 | Time: 1985.11 ms [2022-04-13 08:46:52 main:581] : INFO : Epoch 1950 | loss: 0.0310951 | val_loss: 0.0312027 | Time: 1981.86 ms [2022-04-13 08:46:54 main:581] : INFO : Epoch 1951 | loss: 0.0310951 | val_loss: 0.0312016 | Time: 1927.82 ms [2022-04-13 08:46:56 main:581] : INFO : Epoch 1952 | loss: 0.0310853 | val_loss: 0.0312049 | Time: 1967.23 ms [2022-04-13 08:46:58 main:581] : INFO : Epoch 1953 | loss: 0.0310841 | val_loss: 0.0312045 | Time: 1994.61 ms [2022-04-13 08:47:00 main:581] : INFO : Epoch 1954 | loss: 0.0310795 | val_loss: 0.0312059 | Time: 2046.64 ms [2022-04-13 08:47:02 main:581] : INFO : Epoch 1955 | loss: 0.0310803 | val_loss: 0.0312057 | Time: 2045.22 ms [2022-04-13 08:47:04 main:581] : INFO : Epoch 1956 | loss: 0.031083 | val_loss: 0.0312112 | Time: 1942.08 ms [2022-04-13 08:47:06 main:581] : INFO : Epoch 1957 | loss: 0.0310836 | val_loss: 0.0311988 | Time: 1997.94 ms [2022-04-13 08:47:08 main:581] : INFO : Epoch 1958 | loss: 0.0310863 | val_loss: 0.0312088 | Time: 1993.39 ms [2022-04-13 08:47:10 main:581] : INFO : Epoch 1959 | loss: 0.0310849 | val_loss: 0.0311981 | Time: 2081.18 ms [2022-04-13 08:47:12 main:581] : INFO : Epoch 1960 | loss: 0.0310891 | val_loss: 0.0312051 | Time: 2069.26 ms [2022-04-13 08:47:14 main:581] : INFO : Epoch 1961 | loss: 0.031086 | val_loss: 0.031203 | Time: 2063.67 ms [2022-04-13 08:47:16 main:581] : INFO : Epoch 1962 | loss: 0.031081 | val_loss: 0.0311942 | Time: 2051.76 ms [2022-04-13 08:47:18 main:581] : INFO : Epoch 1963 | loss: 0.0310829 | val_loss: 0.031214 | Time: 2047.42 ms [2022-04-13 08:47:20 main:581] : INFO : Epoch 1964 | loss: 0.031083 | val_loss: 0.0311902 | Time: 2036.23 ms [2022-04-13 08:47:22 main:581] : INFO : Epoch 1965 | loss: 0.0310874 | val_loss: 0.0312085 | Time: 2067.45 ms [2022-04-13 08:47:24 main:581] : INFO : Epoch 1966 | loss: 0.0310847 | val_loss: 0.0312011 | Time: 2104.38 ms [2022-04-13 08:47:26 main:581] : INFO : Epoch 1967 | loss: 0.0310789 | val_loss: 0.0312152 | Time: 2032.4 ms [2022-04-13 08:47:28 main:581] : INFO : Epoch 1968 | loss: 0.0310747 | val_loss: 0.0311926 | Time: 1953.41 ms [2022-04-13 08:47:30 main:581] : INFO : Epoch 1969 | loss: 0.031078 | val_loss: 0.0312145 | Time: 2027.62 ms [2022-04-13 08:47:32 main:581] : INFO : Epoch 1970 | loss: 0.0310805 | val_loss: 0.0312205 | Time: 1998.17 ms [2022-04-13 08:47:34 main:581] : INFO : Epoch 1971 | loss: 0.0310762 | val_loss: 0.0312056 | Time: 1986.14 ms [2022-04-13 08:47:36 main:581] : INFO : Epoch 1972 | loss: 0.0310747 | val_loss: 0.0312194 | Time: 1982.74 ms [2022-04-13 08:47:38 main:581] : INFO : Epoch 1973 | loss: 0.0310757 | val_loss: 0.0312089 | Time: 2031.65 ms [2022-04-13 08:47:40 main:581] : INFO : Epoch 1974 | loss: 0.0310766 | val_loss: 0.0312213 | Time: 2080.54 ms [2022-04-13 08:47:42 main:581] : INFO : Epoch 1975 | loss: 0.0310752 | val_loss: 0.0312109 | Time: 2032.02 ms [2022-04-13 08:47:45 main:581] : INFO : Epoch 1976 | loss: 0.0310799 | val_loss: 0.0312292 | Time: 2103.85 ms [2022-04-13 08:47:47 main:581] : INFO : Epoch 1977 | loss: 0.0310754 | val_loss: 0.0312032 | Time: 1946.1 ms [2022-04-13 08:47:48 main:581] : INFO : Epoch 1978 | loss: 0.0310809 | val_loss: 0.031202 | Time: 1977.57 ms [2022-04-13 08:47:50 main:581] : INFO : Epoch 1979 | loss: 0.0310919 | val_loss: 0.0312218 | Time: 2005.82 ms [2022-04-13 08:47:52 main:581] : INFO : Epoch 1980 | loss: 0.0310836 | val_loss: 0.0312079 | Time: 1971.49 ms [2022-04-13 08:47:55 main:581] : INFO : Epoch 1981 | loss: 0.0310782 | val_loss: 0.031223 | Time: 2065.7 ms [2022-04-13 08:47:57 main:581] : INFO : Epoch 1982 | loss: 0.0310779 | val_loss: 0.0312221 | Time: 1993.1 ms [2022-04-13 08:47:58 main:581] : INFO : Epoch 1983 | loss: 0.0310957 | val_loss: 0.0312076 | Time: 1957.99 ms [2022-04-13 08:48:00 main:581] : INFO : Epoch 1984 | loss: 0.0310848 | val_loss: 0.0311983 | Time: 1975.69 ms [2022-04-13 08:48:03 main:581] : INFO : Epoch 1985 | loss: 0.0310866 | val_loss: 0.0312047 | Time: 2051.13 ms [2022-04-13 08:48:05 main:581] : INFO : Epoch 1986 | loss: 0.0310889 | val_loss: 0.0311992 | Time: 2043.55 ms [2022-04-13 08:48:07 main:581] : INFO : Epoch 1987 | loss: 0.0310835 | val_loss: 0.0312193 | Time: 1965.26 ms [2022-04-13 08:48:09 main:581] : INFO : Epoch 1988 | loss: 0.0310792 | val_loss: 0.031201 | Time: 1989.1 ms [2022-04-13 08:48:11 main:581] : INFO : Epoch 1989 | loss: 0.0310772 | val_loss: 0.031202 | Time: 2031.79 ms [2022-04-13 08:48:13 main:581] : INFO : Epoch 1990 | loss: 0.0310892 | val_loss: 0.0312066 | Time: 2125.71 ms [2022-04-13 08:48:15 main:581] : INFO : Epoch 1991 | loss: 0.031088 | val_loss: 0.0311945 | Time: 2057.71 ms [2022-04-13 08:48:17 main:581] : INFO : Epoch 1992 | loss: 0.0310813 | val_loss: 0.0312108 | Time: 2033.36 ms [2022-04-13 08:48:19 main:581] : INFO : Epoch 1993 | loss: 0.0310926 | val_loss: 0.0312014 | Time: 2025.44 ms [2022-04-13 08:48:21 main:581] : INFO : Epoch 1994 | loss: 0.0311031 | val_loss: 0.0311714 | Time: 1946.91 ms [2022-04-13 08:48:23 main:581] : INFO : Epoch 1995 | loss: 0.0311107 | val_loss: 0.0311873 | Time: 2019.91 ms [2022-04-13 08:48:25 main:581] : INFO : Epoch 1996 | loss: 0.0311045 | val_loss: 0.0311929 | Time: 2056.45 ms [2022-04-13 08:48:27 main:581] : INFO : Epoch 1997 | loss: 0.031139 | val_loss: 0.0311831 | Time: 2049.9 ms [2022-04-13 08:48:29 main:581] : INFO : Epoch 1998 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 2082.2 ms [2022-04-13 08:48:31 main:581] : INFO : Epoch 1999 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2035.16 ms [2022-04-13 08:48:33 main:581] : INFO : Epoch 2000 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 2044.88 ms [2022-04-13 08:48:35 main:581] : INFO : Epoch 2001 | loss: 0.0311427 | val_loss: 0.031164 | Time: 2019.2 ms [2022-04-13 08:48:37 main:581] : INFO : Epoch 2002 | loss: 0.0311404 | val_loss: 0.0311702 | Time: 2040.17 ms [2022-04-13 08:48:39 main:581] : INFO : Epoch 2003 | loss: 0.0311409 | val_loss: 0.0311714 | Time: 2084.84 ms [2022-04-13 08:48:41 main:581] : INFO : Epoch 2004 | loss: 0.0311387 | val_loss: 0.0311735 | Time: 2016.73 ms [2022-04-13 08:48:43 main:581] : INFO : Epoch 2005 | loss: 0.0311368 | val_loss: 0.0311703 | Time: 2002.9 ms [2022-04-13 08:48:45 main:581] : INFO : Epoch 2006 | loss: 0.0311386 | val_loss: 0.0311677 | Time: 2058.48 ms [2022-04-13 08:48:47 main:581] : INFO : Epoch 2007 | loss: 0.0311367 | val_loss: 0.0311706 | Time: 2062.36 ms [2022-04-13 08:48:49 main:581] : INFO : Epoch 2008 | loss: 0.03113 | val_loss: 0.031172 | Time: 2051.03 ms [2022-04-13 08:48:51 main:581] : INFO : Epoch 2009 | loss: 0.0311326 | val_loss: 0.0311798 | Time: 2040.11 ms [2022-04-13 08:48:53 main:581] : INFO : Epoch 2010 | loss: 0.0311321 | val_loss: 0.0311771 | Time: 2064.71 ms [2022-04-13 08:48:56 main:581] : INFO : Epoch 2011 | loss: 0.0311311 | val_loss: 0.0311704 | Time: 2088.82 ms [2022-04-13 08:48:58 main:581] : INFO : Epoch 2012 | loss: 0.0311249 | val_loss: 0.0311733 | Time: 1992.36 ms [2022-04-13 08:49:00 main:581] : INFO : Epoch 2013 | loss: 0.0311271 | val_loss: 0.0311724 | Time: 1960.31 ms [2022-04-13 08:49:01 main:581] : INFO : Epoch 2014 | loss: 0.0311255 | val_loss: 0.0311758 | Time: 1945.38 ms [2022-04-13 08:49:03 main:581] : INFO : Epoch 2015 | loss: 0.0311271 | val_loss: 0.0311745 | Time: 1913.81 ms [2022-04-13 08:49:05 main:581] : INFO : Epoch 2016 | loss: 0.0311284 | val_loss: 0.0311624 | Time: 1944.3 ms [2022-04-13 08:49:07 main:581] : INFO : Epoch 2017 | loss: 0.0311282 | val_loss: 0.0311697 | Time: 1967.52 ms [2022-04-13 08:49:09 main:581] : INFO : Epoch 2018 | loss: 0.0311227 | val_loss: 0.0311695 | Time: 2012.52 ms [2022-04-13 08:49:11 main:581] : INFO : Epoch 2019 | loss: 0.0311208 | val_loss: 0.0311721 | Time: 2042.02 ms [2022-04-13 08:49:13 main:581] : INFO : Epoch 2020 | loss: 0.0311198 | val_loss: 0.0311723 | Time: 2091.2 ms [2022-04-13 08:49:16 main:581] : INFO : Epoch 2021 | loss: 0.0311202 | val_loss: 0.0311715 | Time: 2077.39 ms [2022-04-13 08:49:17 main:581] : INFO : Epoch 2022 | loss: 0.0311189 | val_loss: 0.0311733 | Time: 1938.71 ms [2022-04-13 08:49:19 main:581] : INFO : Epoch 2023 | loss: 0.0311199 | val_loss: 0.0311722 | Time: 1974.26 ms [2022-04-13 08:49:21 main:581] : INFO : Epoch 2024 | loss: 0.0311149 | val_loss: 0.0311813 | Time: 1972.31 ms [2022-04-13 08:49:23 main:581] : INFO : Epoch 2025 | loss: 0.0311176 | val_loss: 0.0311762 | Time: 1987.94 ms [2022-04-13 08:49:25 main:581] : INFO : Epoch 2026 | loss: 0.0311167 | val_loss: 0.031179 | Time: 1964.49 ms [2022-04-13 08:49:27 main:581] : INFO : Epoch 2027 | loss: 0.0311094 | val_loss: 0.0311724 | Time: 1983.16 ms [2022-04-13 08:49:29 main:581] : INFO : Epoch 2028 | loss: 0.0311127 | val_loss: 0.0311794 | Time: 1942.36 ms [2022-04-13 08:49:31 main:581] : INFO : Epoch 2029 | loss: 0.031121 | val_loss: 0.0311736 | Time: 1930.81 ms [2022-04-13 08:49:33 main:581] : INFO : Epoch 2030 | loss: 0.03112 | val_loss: 0.0311776 | Time: 1994.73 ms [2022-04-13 08:49:35 main:581] : INFO : Epoch 2031 | loss: 0.031116 | val_loss: 0.0311809 | Time: 2059.2 ms [2022-04-13 08:49:37 main:581] : INFO : Epoch 2032 | loss: 0.0311154 | val_loss: 0.0311913 | Time: 2021.2 ms [2022-04-13 08:49:39 main:581] : INFO : Epoch 2033 | loss: 0.0311163 | val_loss: 0.0311713 | Time: 1991.65 ms [2022-04-13 08:49:41 main:581] : INFO : Epoch 2034 | loss: 0.0311162 | val_loss: 0.0311758 | Time: 1946.07 ms [2022-04-13 08:49:43 main:581] : INFO : Epoch 2035 | loss: 0.0311173 | val_loss: 0.0311808 | Time: 1980.36 ms [2022-04-13 08:49:45 main:581] : INFO : Epoch 2036 | loss: 0.0311254 | val_loss: 0.0311828 | Time: 2080.35 ms [2022-04-13 08:49:47 main:581] : INFO : Epoch 2037 | loss: 0.0311179 | val_loss: 0.0311727 | Time: 1989.57 ms [2022-04-13 08:49:49 main:581] : INFO : Epoch 2038 | loss: 0.0311176 | val_loss: 0.0311736 | Time: 1964.58 ms [2022-04-13 08:49:51 main:581] : INFO : Epoch 2039 | loss: 0.0311148 | val_loss: 0.0311787 | Time: 1910.64 ms [2022-04-13 08:49:53 main:581] : INFO : Epoch 2040 | loss: 0.03111 | val_loss: 0.0311851 | Time: 2097.26 ms [2022-04-13 08:49:55 main:581] : INFO : Epoch 2041 | loss: 0.0311127 | val_loss: 0.0311823 | Time: 2138.5 ms [2022-04-13 08:49:57 main:581] : INFO : Epoch 2042 | loss: 0.0311125 | val_loss: 0.0311795 | Time: 2071.29 ms [2022-04-13 08:50:00 main:581] : INFO : Epoch 2043 | loss: 0.0311124 | val_loss: 0.0311949 | Time: 2037.31 ms [2022-04-13 08:50:01 main:581] : INFO : Epoch 2044 | loss: 0.03111 | val_loss: 0.0311801 | Time: 1977.51 ms [2022-04-13 08:50:04 main:581] : INFO : Epoch 2045 | loss: 0.0311063 | val_loss: 0.0311845 | Time: 2061.22 ms [2022-04-13 08:50:06 main:581] : INFO : Epoch 2046 | loss: 0.0311051 | val_loss: 0.0311755 | Time: 2049.69 ms [2022-04-13 08:50:08 main:581] : INFO : Epoch 2047 | loss: 0.0311038 | val_loss: 0.031192 | Time: 2083.31 ms [2022-04-13 08:50:10 main:581] : INFO : Epoch 2048 | loss: 0.0311077 | val_loss: 0.0311758 | Time: 2040.41 ms [2022-04-13 08:50:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758 [2022-04-13 08:50:10 main:610] : INFO : Saving end state to config to file [2022-04-13 08:50:10 main:615] : INFO : Success, exiting.. 08:50:10 (302157): 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)