Task 3318910
| Name | ParityModified-1608177078-6277-0_0 |
| Workunit | 1585815 |
| Created | 17 Dec 2020, 3:51:22 UTC |
| Sent | 18 Dec 2020, 17:38:26 UTC |
| Report deadline | 26 Dec 2020, 17:38:26 UTC |
| Received | 19 Dec 2020, 4:40:01 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 28 sec |
| CPU time | 1 hours 8 min 23 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> -18 23:22:43 main:581] : INFO : Epoch 1538 | loss: 0.0310473 | val_loss: 0.0311903 | Time: 2011.9 ms [2020-12-18 23:22:45 main:581] : INFO : Epoch 1539 | loss: 0.0310507 | val_loss: 0.031189 | Time: 2011.49 ms [2020-12-18 23:22:47 main:581] : INFO : Epoch 1540 | loss: 0.0310487 | val_loss: 0.0311977 | Time: 2010.6 ms [2020-12-18 23:22:49 main:581] : INFO : Epoch 1541 | loss: 0.0310543 | val_loss: 0.0311953 | Time: 2011.52 ms [2020-12-18 23:22:51 main:581] : INFO : Epoch 1542 | loss: 0.0310548 | val_loss: 0.0311968 | Time: 1999.88 ms [2020-12-18 23:22:53 main:581] : INFO : Epoch 1543 | loss: 0.0310567 | val_loss: 0.031194 | Time: 2013.22 ms [2020-12-18 23:22:55 main:581] : INFO : Epoch 1544 | loss: 0.0310715 | val_loss: 0.0311832 | Time: 2020.93 ms [2020-12-18 23:22:57 main:581] : INFO : Epoch 1545 | loss: 0.0310646 | val_loss: 0.0311889 | Time: 2003.7 ms [2020-12-18 23:22:59 main:581] : INFO : Epoch 1546 | loss: 0.0310578 | val_loss: 0.0311852 | Time: 2020.08 ms [2020-12-18 23:23:01 main:581] : INFO : Epoch 1547 | loss: 0.0310498 | val_loss: 0.0311915 | Time: 2002.51 ms [2020-12-18 23:23:03 main:581] : INFO : Epoch 1548 | loss: 0.0310463 | val_loss: 0.0312 | Time: 2013.46 ms [2020-12-18 23:23:05 main:581] : INFO : Epoch 1549 | loss: 0.0310428 | val_loss: 0.0311917 | Time: 2001.79 ms [2020-12-18 23:23:07 main:581] : INFO : Epoch 1550 | loss: 0.0310417 | val_loss: 0.0311985 | Time: 2010.57 ms [2020-12-18 23:23:09 main:581] : INFO : Epoch 1551 | loss: 0.0310476 | val_loss: 0.0311957 | Time: 2005.93 ms [2020-12-18 23:23:11 main:581] : INFO : Epoch 1552 | loss: 0.0310472 | val_loss: 0.0311999 | Time: 2006.08 ms [2020-12-18 23:23:13 main:581] : INFO : Epoch 1553 | loss: 0.0310423 | val_loss: 0.0311986 | Time: 2014.53 ms [2020-12-18 23:23:15 main:581] : INFO : Epoch 1554 | loss: 0.0310408 | val_loss: 0.0311925 | Time: 1998.47 ms [2020-12-18 23:23:17 main:581] : INFO : Epoch 1555 | loss: 0.0310453 | val_loss: 0.0311935 | Time: 2003.25 ms [2020-12-18 23:23:19 main:581] : INFO : Epoch 1556 | loss: 0.0310467 | val_loss: 0.0311899 | Time: 2009.17 ms [2020-12-18 23:23:21 main:581] : INFO : Epoch 1557 | loss: 0.031055 | val_loss: 0.0311936 | Time: 1990.95 ms [2020-12-18 23:23:23 main:581] : INFO : Epoch 1558 | loss: 0.0310508 | val_loss: 0.0311914 | Time: 2008.03 ms [2020-12-18 23:23:25 main:581] : INFO : Epoch 1559 | loss: 0.0310445 | val_loss: 0.0311938 | Time: 1998.6 ms [2020-12-18 23:23:27 main:581] : INFO : Epoch 1560 | loss: 0.0310471 | val_loss: 0.0311856 | Time: 2001.7 ms [2020-12-18 23:23:29 main:581] : INFO : Epoch 1561 | loss: 0.0310454 | val_loss: 0.0311954 | Time: 2001.09 ms [2020-12-18 23:23:31 main:581] : INFO : Epoch 1562 | loss: 0.0310478 | val_loss: 0.0311907 | Time: 2002.02 ms [2020-12-18 23:23:33 main:581] : INFO : Epoch 1563 | loss: 0.0310499 | val_loss: 0.0311921 | Time: 2009.76 ms [2020-12-18 23:23:35 main:581] : INFO : Epoch 1564 | loss: 0.0310467 | val_loss: 0.0311947 | Time: 2008.17 ms [2020-12-18 23:23:37 main:581] : INFO : Epoch 1565 | loss: 0.0310494 | val_loss: 0.031194 | Time: 1999.3 ms [2020-12-18 23:23:39 main:581] : INFO : Epoch 1566 | loss: 0.0310492 | val_loss: 0.0311917 | Time: 2009.08 ms [2020-12-18 23:23:41 main:581] : INFO : Epoch 1567 | loss: 0.0310465 | val_loss: 0.0311875 | Time: 1998.75 ms [2020-12-18 23:23:43 main:581] : INFO : Epoch 1568 | loss: 0.0310541 | val_loss: 0.0311954 | Time: 2016.9 ms [2020-12-18 23:23:45 main:581] : INFO : Epoch 1569 | loss: 0.0310532 | val_loss: 0.0311953 | Time: 2014.36 ms [2020-12-18 23:23:47 main:581] : INFO : Epoch 1570 | loss: 0.0310439 | val_loss: 0.0312019 | Time: 2014.1 ms [2020-12-18 23:23:49 main:581] : INFO : Epoch 1571 | loss: 0.0310469 | val_loss: 0.0311956 | Time: 2022 ms [2020-12-18 23:23:51 main:581] : INFO : Epoch 1572 | loss: 0.0310511 | val_loss: 0.0311824 | Time: 2010.09 ms [2020-12-18 23:23:53 main:581] : INFO : Epoch 1573 | loss: 0.0310471 | val_loss: 0.0311887 | Time: 2013.7 ms [2020-12-18 23:23:55 main:581] : INFO : Epoch 1574 | loss: 0.0310454 | val_loss: 0.0311872 | Time: 2007.21 ms [2020-12-18 23:23:57 main:581] : INFO : Epoch 1575 | loss: 0.0310448 | val_loss: 0.0311877 | Time: 2003.12 ms [2020-12-18 23:23:59 main:581] : INFO : Epoch 1576 | loss: 0.031048 | val_loss: 0.0311973 | Time: 2009.79 ms [2020-12-18 23:24:01 main:581] : INFO : Epoch 1577 | loss: 0.0310487 | val_loss: 0.031188 | Time: 2013.8 ms [2020-12-18 23:24:03 main:581] : INFO : Epoch 1578 | loss: 0.0310426 | val_loss: 0.0311916 | Time: 2014.84 ms [2020-12-18 23:24:05 main:581] : INFO : Epoch 1579 | loss: 0.0310401 | val_loss: 0.0311951 | Time: 2004.42 ms [2020-12-18 23:24:07 main:581] : INFO : Epoch 1580 | loss: 0.0310418 | val_loss: 0.0311932 | Time: 2011.16 ms [2020-12-18 23:24:09 main:581] : INFO : Epoch 1581 | loss: 0.0310428 | val_loss: 0.0311947 | Time: 2024.29 ms [2020-12-18 23:24:11 main:581] : INFO : Epoch 1582 | loss: 0.0310453 | val_loss: 0.0311928 | Time: 2005.73 ms [2020-12-18 23:24:13 main:581] : INFO : Epoch 1583 | loss: 0.031061 | val_loss: 0.0311899 | Time: 2012.12 ms [2020-12-18 23:24:15 main:581] : INFO : Epoch 1584 | loss: 0.0310545 | val_loss: 0.0311898 | Time: 2014.66 ms [2020-12-18 23:24:17 main:581] : INFO : Epoch 1585 | loss: 0.0310453 | val_loss: 0.031191 | Time: 2006.29 ms [2020-12-18 23:24:19 main:581] : INFO : Epoch 1586 | loss: 0.0310496 | val_loss: 0.0311969 | Time: 2008.79 ms [2020-12-18 23:24:21 main:581] : INFO : Epoch 1587 | loss: 0.0310461 | val_loss: 0.0311954 | Time: 2009.46 ms [2020-12-18 23:24:23 main:581] : INFO : Epoch 1588 | loss: 0.0310417 | val_loss: 0.0312038 | Time: 1993.41 ms [2020-12-18 23:24:25 main:581] : INFO : Epoch 1589 | loss: 0.0310387 | val_loss: 0.0312014 | Time: 2007.21 ms [2020-12-18 23:24:27 main:581] : INFO : Epoch 1590 | loss: 0.0310389 | val_loss: 0.0311998 | Time: 2017.85 ms [2020-12-18 23:24:29 main:581] : INFO : Epoch 1591 | loss: 0.0310419 | val_loss: 0.0312027 | Time: 2002.74 ms [2020-12-18 23:24:31 main:581] : INFO : Epoch 1592 | loss: 0.0310503 | val_loss: 0.0311896 | Time: 2011.55 ms [2020-12-18 23:24:33 main:581] : INFO : Epoch 1593 | loss: 0.0310425 | val_loss: 0.0312015 | Time: 2013.02 ms [2020-12-18 23:24:35 main:581] : INFO : Epoch 1594 | loss: 0.031043 | val_loss: 0.0311966 | Time: 2013.75 ms [2020-12-18 23:24:37 main:581] : INFO : Epoch 1595 | loss: 0.0310444 | val_loss: 0.0311949 | Time: 2006.16 ms [2020-12-18 23:24:39 main:581] : INFO : Epoch 1596 | loss: 0.0310446 | val_loss: 0.0311975 | Time: 2008.36 ms [2020-12-18 23:24:41 main:581] : INFO : Epoch 1597 | loss: 0.0310479 | val_loss: 0.0311945 | Time: 2003.96 ms [2020-12-18 23:24:43 main:581] : INFO : Epoch 1598 | loss: 0.0310476 | val_loss: 0.0312167 | Time: 2013.74 ms [2020-12-18 23:24:45 main:581] : INFO : Epoch 1599 | loss: 0.0310475 | val_loss: 0.0311903 | Time: 2011.55 ms [2020-12-18 23:24:47 main:581] : INFO : Epoch 1600 | loss: 0.0310493 | val_loss: 0.0311936 | Time: 2007.3 ms [2020-12-18 23:24:49 main:581] : INFO : Epoch 1601 | loss: 0.0310455 | val_loss: 0.0311994 | Time: 2005.1 ms [2020-12-18 23:24:51 main:581] : INFO : Epoch 1602 | loss: 0.0310432 | val_loss: 0.0311874 | Time: 2000.46 ms [2020-12-18 23:24:53 main:581] : INFO : Epoch 1603 | loss: 0.0310464 | val_loss: 0.0312022 | Time: 2018.77 ms [2020-12-18 23:24:55 main:581] : INFO : Epoch 1604 | loss: 0.0310581 | val_loss: 0.0311846 | Time: 2004.76 ms [2020-12-18 23:24:57 main:581] : INFO : Epoch 1605 | loss: 0.031059 | val_loss: 0.0311962 | Time: 2008.28 ms [2020-12-18 23:24:59 main:581] : INFO : Epoch 1606 | loss: 0.0310522 | val_loss: 0.0311931 | Time: 2009.44 ms [2020-12-18 23:25:01 main:581] : INFO : Epoch 1607 | loss: 0.0310483 | val_loss: 0.0311813 | Time: 1990.59 ms [2020-12-18 23:25:03 main:581] : INFO : Epoch 1608 | loss: 0.0310446 | val_loss: 0.0312039 | Time: 2010.96 ms [2020-12-18 23:25:05 main:581] : INFO : Epoch 1609 | loss: 0.0310443 | val_loss: 0.0311959 | Time: 2010.68 ms [2020-12-18 23:25:07 main:581] : INFO : Epoch 1610 | loss: 0.0310444 | val_loss: 0.0311951 | Time: 2006.92 ms [2020-12-18 23:25:09 main:581] : INFO : Epoch 1611 | loss: 0.031047 | val_loss: 0.0311959 | Time: 2011.68 ms [2020-12-18 23:25:11 main:581] : INFO : Epoch 1612 | loss: 0.0310425 | val_loss: 0.0311979 | Time: 2010.92 ms [2020-12-18 23:25:13 main:581] : INFO : Epoch 1613 | loss: 0.0310404 | val_loss: 0.0311926 | Time: 2002.89 ms [2020-12-18 23:25:15 main:581] : INFO : Epoch 1614 | loss: 0.0310402 | val_loss: 0.0311916 | Time: 2011.76 ms [2020-12-18 23:25:17 main:581] : INFO : Epoch 1615 | loss: 0.0310362 | val_loss: 0.0311963 | Time: 2021.01 ms [2020-12-18 23:25:19 main:581] : INFO : Epoch 1616 | loss: 0.0310469 | val_loss: 0.0311895 | Time: 2002.07 ms [2020-12-18 23:25:21 main:581] : INFO : Epoch 1617 | loss: 0.0310573 | val_loss: 0.0311941 | Time: 2000.32 ms [2020-12-18 23:25:23 main:581] : INFO : Epoch 1618 | loss: 0.0310519 | val_loss: 0.0311919 | Time: 2010.07 ms [2020-12-18 23:25:25 main:581] : INFO : Epoch 1619 | loss: 0.0310474 | val_loss: 0.0311943 | Time: 2014.23 ms [2020-12-18 23:25:27 main:581] : INFO : Epoch 1620 | loss: 0.0310432 | val_loss: 0.0312018 | Time: 2002.78 ms [2020-12-18 23:25:29 main:581] : INFO : Epoch 1621 | loss: 0.0310435 | val_loss: 0.0311908 | Time: 2010.19 ms [2020-12-18 23:25:31 main:581] : INFO : Epoch 1622 | loss: 0.0310405 | val_loss: 0.0312047 | Time: 2001.57 ms [2020-12-18 23:25:33 main:581] : INFO : Epoch 1623 | loss: 0.0310358 | val_loss: 0.031198 | Time: 2011.89 ms [2020-12-18 23:25:35 main:581] : INFO : Epoch 1624 | loss: 0.0310372 | val_loss: 0.0311927 | Time: 2011.07 ms [2020-12-18 23:25:37 main:581] : INFO : Epoch 1625 | loss: 0.0310387 | val_loss: 0.0311967 | Time: 2012.83 ms [2020-12-18 23:25:39 main:581] : INFO : Epoch 1626 | loss: 0.0310416 | val_loss: 0.0311906 | Time: 2013.4 ms [2020-12-18 23:25:41 main:581] : INFO : Epoch 1627 | loss: 0.0310505 | val_loss: 0.0311982 | Time: 2015.46 ms [2020-12-18 23:25:43 main:581] : INFO : Epoch 1628 | loss: 0.0310489 | val_loss: 0.0311978 | Time: 2013.32 ms [2020-12-18 23:25:45 main:581] : INFO : Epoch 1629 | loss: 0.0310459 | val_loss: 0.0311962 | Time: 2006.82 ms [2020-12-18 23:25:47 main:581] : INFO : Epoch 1630 | loss: 0.0310432 | val_loss: 0.0311978 | Time: 2003.62 ms [2020-12-18 23:25:49 main:581] : INFO : Epoch 1631 | loss: 0.0310457 | val_loss: 0.0311953 | Time: 2018.12 ms [2020-12-18 23:25:51 main:581] : INFO : Epoch 1632 | loss: 0.0310434 | val_loss: 0.0311959 | Time: 2015.84 ms [2020-12-18 23:25:53 main:581] : INFO : Epoch 1633 | loss: 0.0310444 | val_loss: 0.0311962 | Time: 2008.14 ms [2020-12-18 23:25:55 main:581] : INFO : Epoch 1634 | loss: 0.0310422 | val_loss: 0.0311993 | Time: 2009.82 ms [2020-12-18 23:25:57 main:581] : INFO : Epoch 1635 | loss: 0.0310375 | val_loss: 0.0312089 | Time: 2009.14 ms [2020-12-18 23:25:59 main:581] : INFO : Epoch 1636 | loss: 0.0310348 | val_loss: 0.0312029 | Time: 2002.25 ms [2020-12-18 23:26:01 main:581] : INFO : Epoch 1637 | loss: 0.0310322 | val_loss: 0.0311947 | Time: 2007.66 ms [2020-12-18 23:26:03 main:581] : INFO : Epoch 1638 | loss: 0.0310356 | val_loss: 0.0312021 | Time: 2007.29 ms [2020-12-18 23:26:05 main:581] : INFO : Epoch 1639 | loss: 0.0310395 | val_loss: 0.0312034 | Time: 2009.33 ms [2020-12-18 23:26:07 main:581] : INFO : Epoch 1640 | loss: 0.0310451 | val_loss: 0.0312006 | Time: 2001.78 ms [2020-12-18 23:26:10 main:581] : INFO : Epoch 1641 | loss: 0.0310464 | val_loss: 0.0312018 | Time: 2017.42 ms [2020-12-18 23:26:12 main:581] : INFO : Epoch 1642 | loss: 0.0310455 | val_loss: 0.0311985 | Time: 2010.41 ms [2020-12-18 23:26:14 main:581] : INFO : Epoch 1643 | loss: 0.0310429 | val_loss: 0.0312044 | Time: 2000.32 ms [2020-12-18 23:26:16 main:581] : INFO : Epoch 1644 | loss: 0.031041 | val_loss: 0.031192 | Time: 2016.63 ms [2020-12-18 23:26:18 main:581] : INFO : Epoch 1645 | loss: 0.0310395 | val_loss: 0.0311912 | Time: 2003.54 ms [2020-12-18 23:26:20 main:581] : INFO : Epoch 1646 | loss: 0.0310452 | val_loss: 0.0312032 | Time: 2007.9 ms [2020-12-18 23:26:22 main:581] : INFO : Epoch 1647 | loss: 0.0310521 | val_loss: 0.0312024 | Time: 2001.77 ms [2020-12-18 23:26:24 main:581] : INFO : Epoch 1648 | loss: 0.0310598 | val_loss: 0.0311794 | Time: 2010.6 ms [2020-12-18 23:26:26 main:581] : INFO : Epoch 1649 | loss: 0.0310594 | val_loss: 0.0311815 | Time: 2008.85 ms [2020-12-18 23:26:28 main:581] : INFO : Epoch 1650 | loss: 0.0310464 | val_loss: 0.0312004 | Time: 2013.04 ms [2020-12-18 23:26:30 main:581] : INFO : Epoch 1651 | loss: 0.0310427 | val_loss: 0.0311853 | Time: 2001.1 ms [2020-12-18 23:26:32 main:581] : INFO : Epoch 1652 | loss: 0.0310401 | val_loss: 0.0312052 | Time: 2011.13 ms [2020-12-18 23:26:34 main:581] : INFO : Epoch 1653 | loss: 0.031038 | val_loss: 0.0312056 | Time: 2003.6 ms [2020-12-18 23:26:36 main:581] : INFO : Epoch 1654 | loss: 0.0310346 | val_loss: 0.0312016 | Time: 2008.91 ms [2020-12-18 23:26:38 main:581] : INFO : Epoch 1655 | loss: 0.0310435 | val_loss: 0.0311949 | Time: 2001.5 ms [2020-12-18 23:26:40 main:581] : INFO : Epoch 1656 | loss: 0.0310472 | val_loss: 0.0311977 | Time: 2006.2 ms [2020-12-18 23:26:42 main:581] : INFO : Epoch 1657 | loss: 0.0310385 | val_loss: 0.0312007 | Time: 2015.59 ms [2020-12-18 23:26:44 main:581] : INFO : Epoch 1658 | loss: 0.0310356 | val_loss: 0.0312039 | Time: 2010.27 ms [2020-12-18 23:26:46 main:581] : INFO : Epoch 1659 | loss: 0.0310315 | val_loss: 0.0311953 | Time: 2000.7 ms [2020-12-18 23:26:48 main:581] : INFO : Epoch 1660 | loss: 0.0310377 | val_loss: 0.031198 | Time: 1999.86 ms [2020-12-18 23:26:50 main:581] : INFO : Epoch 1661 | loss: 0.0310374 | val_loss: 0.0312056 | Time: 2010.66 ms [2020-12-18 23:26:52 main:581] : INFO : Epoch 1662 | loss: 0.0310327 | val_loss: 0.0312113 | Time: 2006.32 ms [2020-12-18 23:26:54 main:581] : INFO : Epoch 1663 | loss: 0.0310468 | val_loss: 0.0312023 | Time: 2002.62 ms [2020-12-18 23:26:56 main:581] : INFO : Epoch 1664 | loss: 0.0310389 | val_loss: 0.0312027 | Time: 2011.89 ms [2020-12-18 23:26:58 main:581] : INFO : Epoch 1665 | loss: 0.0310413 | val_loss: 0.0312004 | Time: 2015.76 ms [2020-12-18 23:27:00 main:581] : INFO : Epoch 1666 | loss: 0.0310396 | val_loss: 0.0312043 | Time: 2010.48 ms [2020-12-18 23:27:02 main:581] : INFO : Epoch 1667 | loss: 0.0310334 | val_loss: 0.0312036 | Time: 1994.49 ms [2020-12-18 23:27:04 main:581] : INFO : Epoch 1668 | loss: 0.03104 | val_loss: 0.0312022 | Time: 2008.49 ms [2020-12-18 23:27:06 main:581] : INFO : Epoch 1669 | loss: 0.0310404 | val_loss: 0.0312018 | Time: 2008.91 ms [2020-12-18 23:27:08 main:581] : INFO : Epoch 1670 | loss: 0.0310405 | val_loss: 0.0312106 | Time: 2010.48 ms [2020-12-18 23:27:10 main:581] : INFO : Epoch 1671 | loss: 0.0310414 | val_loss: 0.0311967 | Time: 2010.73 ms [2020-12-18 23:27:12 main:581] : INFO : Epoch 1672 | loss: 0.0310401 | val_loss: 0.0311926 | Time: 2008.33 ms [2020-12-18 23:27:14 main:581] : INFO : Epoch 1673 | loss: 0.0310434 | val_loss: 0.0311977 | Time: 2000.96 ms [2020-12-18 23:27:16 main:581] : INFO : Epoch 1674 | loss: 0.0310361 | val_loss: 0.0312177 | Time: 2011.39 ms [2020-12-18 23:27:18 main:581] : INFO : Epoch 1675 | loss: 0.0310336 | val_loss: 0.0312067 | Time: 2000.96 ms [2020-12-18 23:27:20 main:581] : INFO : Epoch 1676 | loss: 0.0310395 | val_loss: 0.0312087 | Time: 2008.02 ms [2020-12-18 23:27:22 main:581] : INFO : Epoch 1677 | loss: 0.0310602 | val_loss: 0.0311973 | Time: 2019.92 ms [2020-12-18 23:27:24 main:581] : INFO : Epoch 1678 | loss: 0.0310528 | val_loss: 0.0312101 | Time: 2010.25 ms [2020-12-18 23:27:26 main:581] : INFO : Epoch 1679 | loss: 0.0310464 | val_loss: 0.0312082 | Time: 2026.17 ms [2020-12-18 23:27:28 main:581] : INFO : Epoch 1680 | loss: 0.0310397 | val_loss: 0.0312003 | Time: 2001.92 ms [2020-12-18 23:27:30 main:581] : INFO : Epoch 1681 | loss: 0.0310361 | val_loss: 0.0312101 | Time: 2010.57 ms [2020-12-18 23:27:32 main:581] : INFO : Epoch 1682 | loss: 0.031036 | val_loss: 0.0312064 | Time: 2011.72 ms [2020-12-18 23:27:34 main:581] : INFO : Epoch 1683 | loss: 0.0310335 | val_loss: 0.0312062 | Time: 2008.93 ms [2020-12-18 23:27:36 main:581] : INFO : Epoch 1684 | loss: 0.0310337 | val_loss: 0.0312188 | Time: 2011.91 ms [2020-12-18 23:27:38 main:581] : INFO : Epoch 1685 | loss: 0.0310364 | val_loss: 0.0311974 | Time: 2000.35 ms [2020-12-18 23:27:40 main:581] : INFO : Epoch 1686 | loss: 0.031041 | val_loss: 0.0312025 | Time: 2012.08 ms [2020-12-18 23:27:42 main:581] : INFO : Epoch 1687 | loss: 0.031039 | val_loss: 0.0311964 | Time: 2009.08 ms [2020-12-18 23:27:44 main:581] : INFO : Epoch 1688 | loss: 0.0310389 | val_loss: 0.0311961 | Time: 2003.66 ms [2020-12-18 23:27:46 main:581] : INFO : Epoch 1689 | loss: 0.031041 | val_loss: 0.0311976 | Time: 2019.84 ms [2020-12-18 23:27:48 main:581] : INFO : Epoch 1690 | loss: 0.0310363 | val_loss: 0.0311997 | Time: 2001.48 ms [2020-12-18 23:27:50 main:581] : INFO : Epoch 1691 | loss: 0.0310306 | val_loss: 0.0311991 | Time: 1998.95 ms [2020-12-18 23:27:52 main:581] : INFO : Epoch 1692 | loss: 0.0310324 | val_loss: 0.0312055 | Time: 2007.18 ms [2020-12-18 23:27:54 main:581] : INFO : Epoch 1693 | loss: 0.0310359 | val_loss: 0.0311982 | Time: 2010.4 ms [2020-12-18 23:27:56 main:581] : INFO : Epoch 1694 | loss: 0.031034 | val_loss: 0.0311964 | Time: 2003.69 ms [2020-12-18 23:27:58 main:581] : INFO : Epoch 1695 | loss: 0.0310342 | val_loss: 0.0312082 | Time: 2002.87 ms [2020-12-18 23:28:00 main:581] : INFO : Epoch 1696 | loss: 0.0310507 | val_loss: 0.0311993 | Time: 2012.79 ms [2020-12-18 23:28:02 main:581] : INFO : Epoch 1697 | loss: 0.0310577 | val_loss: 0.0311936 | Time: 2003.18 ms [2020-12-18 23:28:04 main:581] : INFO : Epoch 1698 | loss: 0.0310492 | val_loss: 0.0311957 | Time: 2016.81 ms [2020-12-18 23:28:06 main:581] : INFO : Epoch 1699 | loss: 0.0310481 | val_loss: 0.0312113 | Time: 1999.97 ms [2020-12-18 23:28:08 main:581] : INFO : Epoch 1700 | loss: 0.0310475 | val_loss: 0.0311928 | Time: 2009.79 ms [2020-12-18 23:28:10 main:581] : INFO : Epoch 1701 | loss: 0.0310429 | val_loss: 0.0311919 | Time: 2011.59 ms [2020-12-18 23:28:12 main:581] : INFO : Epoch 1702 | loss: 0.0310376 | val_loss: 0.0312054 | Time: 2010.92 ms [2020-12-18 23:28:14 main:581] : INFO : Epoch 1703 | loss: 0.0310357 | val_loss: 0.0312119 | Time: 2000.8 ms [2020-12-18 23:28:16 main:581] : INFO : Epoch 1704 | loss: 0.031036 | val_loss: 0.0311937 | Time: 2009.43 ms [2020-12-18 23:28:18 main:581] : INFO : Epoch 1705 | loss: 0.0310443 | val_loss: 0.0311929 | Time: 2013.05 ms [2020-12-18 23:28:20 main:581] : INFO : Epoch 1706 | loss: 0.0310451 | val_loss: 0.0312065 | Time: 2010.55 ms [2020-12-18 23:28:22 main:581] : INFO : Epoch 1707 | loss: 0.0310404 | val_loss: 0.0311899 | Time: 2001.54 ms [2020-12-18 23:28:24 main:581] : INFO : Epoch 1708 | loss: 0.0310463 | val_loss: 0.0311945 | Time: 2011.77 ms [2020-12-18 23:28:26 main:581] : INFO : Epoch 1709 | loss: 0.031039 | val_loss: 0.0311977 | Time: 2010.01 ms [2020-12-18 23:28:28 main:581] : INFO : Epoch 1710 | loss: 0.0310352 | val_loss: 0.0312088 | Time: 2011.57 ms [2020-12-18 23:28:30 main:581] : INFO : Epoch 1711 | loss: 0.0310372 | val_loss: 0.031198 | Time: 2007.53 ms [2020-12-18 23:28:32 main:581] : INFO : Epoch 1712 | loss: 0.0310385 | val_loss: 0.0312122 | Time: 2007.99 ms [2020-12-18 23:28:34 main:581] : INFO : Epoch 1713 | loss: 0.0310366 | val_loss: 0.0312105 | Time: 2010.12 ms [2020-12-18 23:28:36 main:581] : INFO : Epoch 1714 | loss: 0.0310325 | val_loss: 0.031203 | Time: 2000.88 ms [2020-12-18 23:28:38 main:581] : INFO : Epoch 1715 | loss: 0.0310331 | val_loss: 0.0312062 | Time: 2010.72 ms [2020-12-18 23:28:40 main:581] : INFO : Epoch 1716 | loss: 0.0310334 | val_loss: 0.0312091 | Time: 2013 ms [2020-12-18 23:28:42 main:581] : INFO : Epoch 1717 | loss: 0.0310321 | val_loss: 0.0312036 | Time: 2013.12 ms [2020-12-18 23:28:44 main:581] : INFO : Epoch 1718 | loss: 0.0310328 | val_loss: 0.0312003 | Time: 2010.89 ms [2020-12-18 23:28:46 main:581] : INFO : Epoch 1719 | loss: 0.0310322 | val_loss: 0.0312054 | Time: 2011.17 ms [2020-12-18 23:28:48 main:581] : INFO : Epoch 1720 | loss: 0.0310359 | val_loss: 0.0312118 | Time: 2003.45 ms [2020-12-18 23:28:50 main:581] : INFO : Epoch 1721 | loss: 0.0310297 | val_loss: 0.0311965 | Time: 2007.56 ms [2020-12-18 23:28:52 main:581] : INFO : Epoch 1722 | loss: 0.0310304 | val_loss: 0.0312103 | Time: 2007.87 ms [2020-12-18 23:28:54 main:581] : INFO : Epoch 1723 | loss: 0.0310373 | val_loss: 0.0312019 | Time: 2002.92 ms [2020-12-18 23:28:56 main:581] : INFO : Epoch 1724 | loss: 0.0310369 | val_loss: 0.0312037 | Time: 2008.91 ms [2020-12-18 23:28:58 main:581] : INFO : Epoch 1725 | loss: 0.031036 | val_loss: 0.0312041 | Time: 2009.24 ms [2020-12-18 23:29:00 main:581] : INFO : Epoch 1726 | loss: 0.0310388 | val_loss: 0.0312072 | Time: 2003.22 ms [2020-12-18 23:29:02 main:581] : INFO : Epoch 1727 | loss: 0.0310354 | val_loss: 0.031199 | Time: 2011.25 ms [2020-12-18 23:29:04 main:581] : INFO : Epoch 1728 | loss: 0.0310453 | val_loss: 0.031211 | Time: 2005.06 ms [2020-12-18 23:29:06 main:581] : INFO : Epoch 1729 | loss: 0.0310349 | val_loss: 0.0312083 | Time: 1994.47 ms [2020-12-18 23:29:08 main:581] : INFO : Epoch 1730 | loss: 0.0310258 | val_loss: 0.0312152 | Time: 2005.62 ms [2020-12-18 23:29:10 main:581] : INFO : Epoch 1731 | loss: 0.0310282 | val_loss: 0.031209 | Time: 1993.15 ms [2020-12-18 23:29:12 main:581] : INFO : Epoch 1732 | loss: 0.031038 | val_loss: 0.031199 | Time: 2008.81 ms [2020-12-18 23:29:14 main:581] : INFO : Epoch 1733 | loss: 0.0310374 | val_loss: 0.0311984 | Time: 2000.06 ms [2020-12-18 23:29:16 main:581] : INFO : Epoch 1734 | loss: 0.0310312 | val_loss: 0.0312031 | Time: 2009.24 ms [2020-12-18 23:29:18 main:581] : INFO : Epoch 1735 | loss: 0.0310373 | val_loss: 0.03121 | Time: 2018.09 ms [2020-12-18 23:29:20 main:581] : INFO : Epoch 1736 | loss: 0.0310353 | val_loss: 0.0312047 | Time: 1994.93 ms [2020-12-18 23:29:22 main:581] : INFO : Epoch 1737 | loss: 0.0310268 | val_loss: 0.0312095 | Time: 2008.7 ms [2020-12-18 23:29:24 main:581] : INFO : Epoch 1738 | loss: 0.0310269 | val_loss: 0.031214 | Time: 2009.79 ms [2020-12-18 23:29:26 main:581] : INFO : Epoch 1739 | loss: 0.031035 | val_loss: 0.0312094 | Time: 2009.7 ms [2020-12-18 23:29:28 main:581] : INFO : Epoch 1740 | loss: 0.0310375 | val_loss: 0.0312015 | Time: 2001.61 ms [2020-12-18 23:29:30 main:581] : INFO : Epoch 1741 | loss: 0.0310394 | val_loss: 0.0312098 | Time: 2009.93 ms [2020-12-18 23:29:32 main:581] : INFO : Epoch 1742 | loss: 0.0310329 | val_loss: 0.0312033 | Time: 2008.55 ms [2020-12-18 23:29:34 main:581] : INFO : Epoch 1743 | loss: 0.031029 | val_loss: 0.0312097 | Time: 2006.3 ms [2020-12-18 23:29:36 main:581] : INFO : Epoch 1744 | loss: 0.0310314 | val_loss: 0.0312127 | Time: 2009.11 ms [2020-12-18 23:29:38 main:581] : INFO : Epoch 1745 | loss: 0.0310399 | val_loss: 0.0311984 | Time: 2008.69 ms [2020-12-18 23:29:40 main:581] : INFO : Epoch 1746 | loss: 0.0310386 | val_loss: 0.031205 | Time: 2005.21 ms [2020-12-18 23:29:42 main:581] : INFO : Epoch 1747 | loss: 0.0310312 | val_loss: 0.0312147 | Time: 1992.73 ms [2020-12-18 23:29:44 main:581] : INFO : Epoch 1748 | loss: 0.0310298 | val_loss: 0.0312053 | Time: 2006.69 ms [2020-12-18 23:29:46 main:581] : INFO : Epoch 1749 | loss: 0.0310317 | val_loss: 0.0312034 | Time: 2008.57 ms [2020-12-18 23:29:48 main:581] : INFO : Epoch 1750 | loss: 0.0310368 | val_loss: 0.031209 | Time: 2000.39 ms [2020-12-18 23:29:50 main:581] : INFO : Epoch 1751 | loss: 0.031032 | val_loss: 0.0312002 | Time: 2012.33 ms [2020-12-18 23:29:52 main:581] : INFO : Epoch 1752 | loss: 0.0310392 | val_loss: 0.0312051 | Time: 2011.73 ms [2020-12-18 23:29:54 main:581] : INFO : Epoch 1753 | loss: 0.0310363 | val_loss: 0.0312039 | Time: 2010.21 ms [2020-12-18 23:29:56 main:581] : INFO : Epoch 1754 | loss: 0.0310273 | val_loss: 0.0312024 | Time: 2007.28 ms [2020-12-18 23:29:58 main:581] : INFO : Epoch 1755 | loss: 0.0310309 | val_loss: 0.0312142 | Time: 2001.19 ms [2020-12-18 23:30:00 main:581] : INFO : Epoch 1756 | loss: 0.0310276 | val_loss: 0.03121 | Time: 2008.55 ms [2020-12-18 23:30:02 main:581] : INFO : Epoch 1757 | loss: 0.0310325 | val_loss: 0.0312171 | Time: 2009.11 ms [2020-12-18 23:30:04 main:581] : INFO : Epoch 1758 | loss: 0.0310254 | val_loss: 0.0312236 | Time: 2008.78 ms [2020-12-18 23:30:06 main:581] : INFO : Epoch 1759 | loss: 0.0310318 | val_loss: 0.0312023 | Time: 2010.05 ms [2020-12-18 23:30:08 main:581] : INFO : Epoch 1760 | loss: 0.0310389 | val_loss: 0.0312012 | Time: 2002.24 ms [2020-12-18 23:30:10 main:581] : INFO : Epoch 1761 | loss: 0.031038 | val_loss: 0.0311992 | Time: 2001.31 ms [2020-12-18 23:30:12 main:581] : INFO : Epoch 1762 | loss: 0.0310356 | val_loss: 0.0312075 | Time: 2007.71 ms [2020-12-18 23:30:14 main:581] : INFO : Epoch 1763 | loss: 0.0310375 | val_loss: 0.0312125 | Time: 2004.96 ms [2020-12-18 23:30:16 main:581] : INFO : Epoch 1764 | loss: 0.0310383 | val_loss: 0.0312143 | Time: 2008.53 ms [2020-12-18 23:30:18 main:581] : INFO : Epoch 1765 | loss: 0.0310336 | val_loss: 0.0311974 | Time: 1995.25 ms [2020-12-18 23:30:20 main:581] : INFO : Epoch 1766 | loss: 0.031032 | val_loss: 0.0312217 | Time: 2008.11 ms [2020-12-18 23:30:22 main:581] : INFO : Epoch 1767 | loss: 0.0310343 | val_loss: 0.031203 | Time: 2007.91 ms [2020-12-18 23:30:24 main:581] : INFO : Epoch 1768 | loss: 0.031039 | val_loss: 0.0311997 | Time: 1998.75 ms [2020-12-18 23:30:26 main:581] : INFO : Epoch 1769 | loss: 0.031033 | val_loss: 0.0312073 | Time: 2010.88 ms [2020-12-18 23:30:28 main:581] : INFO : Epoch 1770 | loss: 0.0310344 | val_loss: 0.0312205 | Time: 2017.28 ms [2020-12-18 23:30:30 main:581] : INFO : Epoch 1771 | loss: 0.0310369 | val_loss: 0.0312166 | Time: 2006.54 ms [2020-12-18 23:30:33 main:581] : INFO : Epoch 1772 | loss: 0.0310297 | val_loss: 0.031197 | Time: 2008.78 ms [2020-12-18 23:30:35 main:581] : INFO : Epoch 1773 | loss: 0.0310354 | val_loss: 0.031217 | Time: 2016.66 ms [2020-12-18 23:30:37 main:581] : INFO : Epoch 1774 | loss: 0.0310429 | val_loss: 0.0311988 | Time: 2004.66 ms [2020-12-18 23:30:39 main:581] : INFO : Epoch 1775 | loss: 0.0310332 | val_loss: 0.0312058 | Time: 2010.01 ms [2020-12-18 23:30:41 main:581] : INFO : Epoch 1776 | loss: 0.0310263 | val_loss: 0.0312113 | Time: 1995.69 ms [2020-12-18 23:30:43 main:581] : INFO : Epoch 1777 | loss: 0.0310233 | val_loss: 0.0312302 | Time: 2006.94 ms [2020-12-18 23:30:45 main:581] : INFO : Epoch 1778 | loss: 0.031028 | val_loss: 0.0312096 | Time: 2003.63 ms [2020-12-18 23:30:47 main:581] : INFO : Epoch 1779 | loss: 0.0310346 | val_loss: 0.0312032 | Time: 2005.29 ms [2020-12-18 23:30:49 main:581] : INFO : Epoch 1780 | loss: 0.0310307 | val_loss: 0.0312016 | Time: 2006.91 ms [2020-12-18 23:30:51 main:581] : INFO : Epoch 1781 | loss: 0.0310249 | val_loss: 0.0312132 | Time: 1999.54 ms [2020-12-18 23:30:53 main:581] : INFO : Epoch 1782 | loss: 0.0310234 | val_loss: 0.0312192 | Time: 2015.27 ms [2020-12-18 23:30:55 main:581] : INFO : Epoch 1783 | loss: 0.0310233 | val_loss: 0.031211 | Time: 2001.05 ms [2020-12-18 23:30:57 main:581] : INFO : Epoch 1784 | loss: 0.0310254 | val_loss: 0.0312073 | Time: 2005.64 ms [2020-12-18 23:30:59 main:581] : INFO : Epoch 1785 | loss: 0.0310245 | val_loss: 0.0312196 | Time: 1999.54 ms [2020-12-18 23:31:01 main:581] : INFO : Epoch 1786 | loss: 0.0310227 | val_loss: 0.0312114 | Time: 2009.11 ms [2020-12-18 23:31:03 main:581] : INFO : Epoch 1787 | loss: 0.031026 | val_loss: 0.0312106 | Time: 2002.31 ms [2020-12-18 23:31:05 main:581] : INFO : Epoch 1788 | loss: 0.0310304 | val_loss: 0.0312096 | Time: 1998.76 ms [2020-12-18 23:31:07 main:581] : INFO : Epoch 1789 | loss: 0.031028 | val_loss: 0.0312249 | Time: 2005.82 ms [2020-12-18 23:31:09 main:581] : INFO : Epoch 1790 | loss: 0.0310235 | val_loss: 0.0312162 | Time: 2007.68 ms [2020-12-18 23:31:11 main:581] : INFO : Epoch 1791 | loss: 0.0310268 | val_loss: 0.0312062 | Time: 2014.44 ms [2020-12-18 23:31:13 main:581] : INFO : Epoch 1792 | loss: 0.0310246 | val_loss: 0.0312146 | Time: 2011.29 ms [2020-12-18 23:31:15 main:581] : INFO : Epoch 1793 | loss: 0.0310248 | val_loss: 0.0312328 | Time: 1989.9 ms [2020-12-18 23:31:17 main:581] : INFO : Epoch 1794 | loss: 0.0310423 | val_loss: 0.0312322 | Time: 2005.61 ms [2020-12-18 23:31:19 main:581] : INFO : Epoch 1795 | loss: 0.0311995 | val_loss: 0.0315477 | Time: 2002.06 ms [2020-12-18 23:31:21 main:581] : INFO : Epoch 1796 | loss: 0.0327651 | val_loss: 0.0317685 | Time: 2006.45 ms [2020-12-18 23:31:23 main:581] : INFO : Epoch 1797 | loss: 0.0345561 | val_loss: 0.0327932 | Time: 2006.59 ms [2020-12-18 23:31:25 main:581] : INFO : Epoch 1798 | loss: 0.0327694 | val_loss: 0.0317394 | Time: 2006.01 ms [2020-12-18 23:31:27 main:581] : INFO : Epoch 1799 | loss: 0.0314764 | val_loss: 0.0313337 | Time: 2002.55 ms [2020-12-18 23:31:29 main:581] : INFO : Epoch 1800 | loss: 0.0312799 | val_loss: 0.031268 | Time: 2010.7 ms [2020-12-18 23:31:31 main:581] : INFO : Epoch 1801 | loss: 0.031257 | val_loss: 0.0312544 | Time: 2007.92 ms [2020-12-18 23:31:33 main:581] : INFO : Epoch 1802 | loss: 0.0312522 | val_loss: 0.031251 | Time: 1989.99 ms [2020-12-18 23:31:35 main:581] : INFO : Epoch 1803 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2008.24 ms [2020-12-18 23:31:37 main:581] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2007.5 ms [2020-12-18 23:31:39 main:581] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2007.5 ms [2020-12-18 23:31:41 main:581] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2007.06 ms [2020-12-18 23:31:43 main:581] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2007.44 ms [2020-12-18 23:31:45 main:581] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2004.92 ms [2020-12-18 23:31:47 main:581] : INFO : Epoch 1809 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2008.06 ms [2020-12-18 23:31:49 main:581] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2004.86 ms [2020-12-18 23:31:51 main:581] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2005.8 ms [2020-12-18 23:31:53 main:581] : INFO : Epoch 1812 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1998.83 ms [2020-12-18 23:31:55 main:581] : INFO : Epoch 1813 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2007.41 ms [2020-12-18 23:31:57 main:581] : INFO : Epoch 1814 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2012.61 ms [2020-12-18 23:31:59 main:581] : INFO : Epoch 1815 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2002.68 ms [2020-12-18 23:32:01 main:581] : INFO : Epoch 1816 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 2010.89 ms [2020-12-18 23:32:03 main:581] : INFO : Epoch 1817 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 2005.85 ms [2020-12-18 23:32:05 main:581] : INFO : Epoch 1818 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2006.74 ms [2020-12-18 23:32:07 main:581] : INFO : Epoch 1819 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1999.78 ms [2020-12-18 23:32:09 main:581] : INFO : Epoch 1820 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2006.59 ms [2020-12-18 23:32:11 main:581] : INFO : Epoch 1821 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2008.71 ms [2020-12-18 23:32:13 main:581] : INFO : Epoch 1822 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2006.73 ms [2020-12-18 23:32:15 main:581] : INFO : Epoch 1823 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1997 ms [2020-12-18 23:32:17 main:581] : INFO : Epoch 1824 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2006.36 ms [2020-12-18 23:32:19 main:581] : INFO : Epoch 1825 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2001.19 ms [2020-12-18 23:32:21 main:581] : INFO : Epoch 1826 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2007.12 ms [2020-12-18 23:32:23 main:581] : INFO : Epoch 1827 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2011.11 ms [2020-12-18 23:32:25 main:581] : INFO : Epoch 1828 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2007.21 ms [2020-12-18 23:32:27 main:581] : INFO : Epoch 1829 | loss: 0.0312455 | val_loss: 0.031244 | Time: 2017.07 ms [2020-12-18 23:32:29 main:581] : INFO : Epoch 1830 | loss: 0.0312441 | val_loss: 0.0312433 | Time: 2000.88 ms [2020-12-18 23:32:31 main:581] : INFO : Epoch 1831 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2009.04 ms [2020-12-18 23:32:33 main:581] : INFO : Epoch 1832 | loss: 0.0312425 | val_loss: 0.0312415 | Time: 2002.29 ms [2020-12-18 23:32:35 main:581] : INFO : Epoch 1833 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 2001.54 ms [2020-12-18 23:32:37 main:581] : INFO : Epoch 1834 | loss: 0.0312393 | val_loss: 0.0312381 | Time: 2013.62 ms [2020-12-18 23:32:39 main:581] : INFO : Epoch 1835 | loss: 0.0312382 | val_loss: 0.0312358 | Time: 2006.29 ms [2020-12-18 23:32:41 main:581] : INFO : Epoch 1836 | loss: 0.0312353 | val_loss: 0.0312324 | Time: 2004.54 ms [2020-12-18 23:32:43 main:581] : INFO : Epoch 1837 | loss: 0.0312333 | val_loss: 0.0312301 | Time: 2005.93 ms [2020-12-18 23:32:45 main:581] : INFO : Epoch 1838 | loss: 0.0312303 | val_loss: 0.0312273 | Time: 2001.2 ms [2020-12-18 23:32:47 main:581] : INFO : Epoch 1839 | loss: 0.031227 | val_loss: 0.0312242 | Time: 2011.67 ms [2020-12-18 23:32:49 main:581] : INFO : Epoch 1840 | loss: 0.0312251 | val_loss: 0.0312251 | Time: 1999.34 ms [2020-12-18 23:32:51 main:581] : INFO : Epoch 1841 | loss: 0.0312223 | val_loss: 0.0312194 | Time: 2013.85 ms [2020-12-18 23:32:53 main:581] : INFO : Epoch 1842 | loss: 0.031218 | val_loss: 0.031216 | Time: 2008.48 ms [2020-12-18 23:32:55 main:581] : INFO : Epoch 1843 | loss: 0.0312152 | val_loss: 0.0312168 | Time: 2001.14 ms [2020-12-18 23:32:57 main:581] : INFO : Epoch 1844 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 2005.28 ms [2020-12-18 23:32:59 main:581] : INFO : Epoch 1845 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 2013.61 ms [2020-12-18 23:33:01 main:581] : INFO : Epoch 1846 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 2008.6 ms [2020-12-18 23:33:03 main:581] : INFO : Epoch 1847 | loss: 0.0312097 | val_loss: 0.0312082 | Time: 2008.78 ms [2020-12-18 23:33:05 main:581] : INFO : Epoch 1848 | loss: 0.0312057 | val_loss: 0.0312065 | Time: 2006.41 ms [2020-12-18 23:33:07 main:581] : INFO : Epoch 1849 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 2008.52 ms [2020-12-18 23:33:09 main:581] : INFO : Epoch 1850 | loss: 0.0312012 | val_loss: 0.0312047 | Time: 2012.51 ms [2020-12-18 23:33:11 main:581] : INFO : Epoch 1851 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 2006.66 ms [2020-12-18 23:33:13 main:581] : INFO : Epoch 1852 | loss: 0.0311989 | val_loss: 0.031197 | Time: 2004.51 ms [2020-12-18 23:33:15 main:581] : INFO : Epoch 1853 | loss: 0.0311956 | val_loss: 0.0312019 | Time: 2004.25 ms [2020-12-18 23:33:17 main:581] : INFO : Epoch 1854 | loss: 0.0311945 | val_loss: 0.031202 | Time: 2003.95 ms [2020-12-18 23:33:19 main:581] : INFO : Epoch 1855 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 2004.73 ms [2020-12-18 23:33:21 main:581] : INFO : Epoch 1856 | loss: 0.0311904 | val_loss: 0.0311977 | Time: 2004.19 ms [2020-12-18 23:33:23 main:581] : INFO : Epoch 1857 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 2001.27 ms [2020-12-18 23:33:25 main:581] : INFO : Epoch 1858 | loss: 0.0311823 | val_loss: 0.0311893 | Time: 2008.27 ms [2020-12-18 23:33:27 main:581] : INFO : Epoch 1859 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 2005.23 ms [2020-12-18 23:33:29 main:581] : INFO : Epoch 1860 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2000.07 ms [2020-12-18 23:33:31 main:581] : INFO : Epoch 1861 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 2007.16 ms [2020-12-18 23:33:33 main:581] : INFO : Epoch 1862 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 2006.57 ms [2020-12-18 23:33:35 main:581] : INFO : Epoch 1863 | loss: 0.0311809 | val_loss: 0.0311786 | Time: 2001.77 ms [2020-12-18 23:33:37 main:581] : INFO : Epoch 1864 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2008.57 ms [2020-12-18 23:33:39 main:581] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311747 | Time: 2010.84 ms [2020-12-18 23:33:41 main:581] : INFO : Epoch 1866 | loss: 0.0311739 | val_loss: 0.031172 | Time: 2008.44 ms [2020-12-18 23:33:43 main:581] : INFO : Epoch 1867 | loss: 0.0311751 | val_loss: 0.0311828 | Time: 2010.2 ms [2020-12-18 23:33:45 main:581] : INFO : Epoch 1868 | loss: 0.0311804 | val_loss: 0.0311965 | Time: 2005.86 ms [2020-12-18 23:33:47 main:581] : INFO : Epoch 1869 | loss: 0.0311832 | val_loss: 0.0311729 | Time: 2008.34 ms [2020-12-18 23:33:49 main:581] : INFO : Epoch 1870 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 2006.71 ms [2020-12-18 23:33:51 main:581] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.0311874 | Time: 2001.03 ms [2020-12-18 23:33:53 main:581] : INFO : Epoch 1872 | loss: 0.0311709 | val_loss: 0.0311705 | Time: 2008.52 ms [2020-12-18 23:33:55 main:581] : INFO : Epoch 1873 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 2006.61 ms [2020-12-18 23:33:57 main:581] : INFO : Epoch 1874 | loss: 0.0311718 | val_loss: 0.0311817 | Time: 2007.23 ms [2020-12-18 23:33:59 main:581] : INFO : Epoch 1875 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 2005.43 ms [2020-12-18 23:34:01 main:581] : INFO : Epoch 1876 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 2008.2 ms [2020-12-18 23:34:03 main:581] : INFO : Epoch 1877 | loss: 0.0311641 | val_loss: 0.0311645 | Time: 2007.53 ms [2020-12-18 23:34:05 main:581] : INFO : Epoch 1878 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 2007.49 ms [2020-12-18 23:34:07 main:581] : INFO : Epoch 1879 | loss: 0.0311608 | val_loss: 0.0311641 | Time: 2010.11 ms [2020-12-18 23:34:09 main:581] : INFO : Epoch 1880 | loss: 0.0311631 | val_loss: 0.0311624 | Time: 1999.93 ms [2020-12-18 23:34:11 main:581] : INFO : Epoch 1881 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 2012.45 ms [2020-12-18 23:34:13 main:581] : INFO : Epoch 1882 | loss: 0.0311586 | val_loss: 0.0311615 | Time: 2006.79 ms [2020-12-18 23:34:15 main:581] : INFO : Epoch 1883 | loss: 0.0311577 | val_loss: 0.0311618 | Time: 2010.27 ms [2020-12-18 23:34:17 main:581] : INFO : Epoch 1884 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1998.92 ms [2020-12-18 23:34:19 main:581] : INFO : Epoch 1885 | loss: 0.0311557 | val_loss: 0.0311624 | Time: 2006.06 ms [2020-12-18 23:34:21 main:581] : INFO : Epoch 1886 | loss: 0.0311574 | val_loss: 0.0311635 | Time: 2010.8 ms [2020-12-18 23:34:23 main:581] : INFO : Epoch 1887 | loss: 0.031162 | val_loss: 0.0311966 | Time: 2002.22 ms [2020-12-18 23:34:25 main:581] : INFO : Epoch 1888 | loss: 0.031164 | val_loss: 0.0311621 | Time: 2015.34 ms [2020-12-18 23:34:27 main:581] : INFO : Epoch 1889 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 2006.95 ms [2020-12-18 23:34:29 main:581] : INFO : Epoch 1890 | loss: 0.0311639 | val_loss: 0.0311603 | Time: 2000.44 ms [2020-12-18 23:34:31 main:581] : INFO : Epoch 1891 | loss: 0.0311561 | val_loss: 0.0311596 | Time: 2002.23 ms [2020-12-18 23:34:33 main:581] : INFO : Epoch 1892 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 2007.57 ms [2020-12-18 23:34:35 main:581] : INFO : Epoch 1893 | loss: 0.0311528 | val_loss: 0.031161 | Time: 2016.34 ms [2020-12-18 23:34:37 main:581] : INFO : Epoch 1894 | loss: 0.0311506 | val_loss: 0.0311574 | Time: 1998.72 ms [2020-12-18 23:34:39 main:581] : INFO : Epoch 1895 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 2011.51 ms [2020-12-18 23:34:41 main:581] : INFO : Epoch 1896 | loss: 0.0311507 | val_loss: 0.0311697 | Time: 2005.38 ms [2020-12-18 23:34:43 main:581] : INFO : Epoch 1897 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 2008.19 ms [2020-12-18 23:34:45 main:581] : INFO : Epoch 1898 | loss: 0.0311507 | val_loss: 0.0311644 | Time: 2021 ms [2020-12-18 23:34:47 main:581] : INFO : Epoch 1899 | loss: 0.031151 | val_loss: 0.0311576 | Time: 2006.45 ms [2020-12-18 23:34:49 main:581] : INFO : Epoch 1900 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 2009.08 ms [2020-12-18 23:34:51 main:581] : INFO : Epoch 1901 | loss: 0.031153 | val_loss: 0.0311847 | Time: 2006.72 ms [2020-12-18 23:34:53 main:581] : INFO : Epoch 1902 | loss: 0.0311528 | val_loss: 0.0311685 | Time: 2000.6 ms [2020-12-18 23:34:55 main:581] : INFO : Epoch 1903 | loss: 0.0311476 | val_loss: 0.0311568 | Time: 2010.87 ms [2020-12-18 23:34:57 main:581] : INFO : Epoch 1904 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 2010.73 ms [2020-12-18 23:34:59 main:581] : INFO : Epoch 1905 | loss: 0.0311487 | val_loss: 0.0311626 | Time: 1999.64 ms [2020-12-18 23:35:01 main:581] : INFO : Epoch 1906 | loss: 0.0311476 | val_loss: 0.031159 | Time: 2001.75 ms [2020-12-18 23:35:03 main:581] : INFO : Epoch 1907 | loss: 0.031146 | val_loss: 0.0311639 | Time: 2000.68 ms [2020-12-18 23:35:05 main:581] : INFO : Epoch 1908 | loss: 0.0311454 | val_loss: 0.0311568 | Time: 2008.67 ms [2020-12-18 23:35:07 main:581] : INFO : Epoch 1909 | loss: 0.0311445 | val_loss: 0.0311587 | Time: 2005.33 ms [2020-12-18 23:35:09 main:581] : INFO : Epoch 1910 | loss: 0.0311463 | val_loss: 0.031162 | Time: 2003.41 ms [2020-12-18 23:35:11 main:581] : INFO : Epoch 1911 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 2008.95 ms [2020-12-18 23:35:13 main:581] : INFO : Epoch 1912 | loss: 0.031142 | val_loss: 0.0311644 | Time: 2007.94 ms [2020-12-18 23:35:15 main:581] : INFO : Epoch 1913 | loss: 0.0311438 | val_loss: 0.031166 | Time: 2010.88 ms [2020-12-18 23:35:17 main:581] : INFO : Epoch 1914 | loss: 0.0311481 | val_loss: 0.0311562 | Time: 2005.3 ms [2020-12-18 23:35:19 main:581] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.0311557 | Time: 2011.34 ms [2020-12-18 23:35:21 main:581] : INFO : Epoch 1916 | loss: 0.0311416 | val_loss: 0.0311568 | Time: 2005.71 ms [2020-12-18 23:35:23 main:581] : INFO : Epoch 1917 | loss: 0.0311412 | val_loss: 0.0311553 | Time: 2009.06 ms [2020-12-18 23:35:25 main:581] : INFO : Epoch 1918 | loss: 0.0311403 | val_loss: 0.0311571 | Time: 2010.38 ms [2020-12-18 23:35:27 main:581] : INFO : Epoch 1919 | loss: 0.03114 | val_loss: 0.0311562 | Time: 2006.68 ms [2020-12-18 23:35:29 main:581] : INFO : Epoch 1920 | loss: 0.031141 | val_loss: 0.0311547 | Time: 2000.26 ms [2020-12-18 23:35:31 main:581] : INFO : Epoch 1921 | loss: 0.0311422 | val_loss: 0.0311543 | Time: 2009.39 ms [2020-12-18 23:35:33 main:581] : INFO : Epoch 1922 | loss: 0.0311404 | val_loss: 0.0311548 | Time: 1998.09 ms [2020-12-18 23:35:35 main:581] : INFO : Epoch 1923 | loss: 0.0311373 | val_loss: 0.0311534 | Time: 2009.24 ms [2020-12-18 23:35:37 main:581] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311553 | Time: 2007.61 ms [2020-12-18 23:35:40 main:581] : INFO : Epoch 1925 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 2009.83 ms [2020-12-18 23:35:42 main:581] : INFO : Epoch 1926 | loss: 0.0311388 | val_loss: 0.0311545 | Time: 2018.33 ms [2020-12-18 23:35:44 main:581] : INFO : Epoch 1927 | loss: 0.0311402 | val_loss: 0.0311638 | Time: 2002.33 ms [2020-12-18 23:35:46 main:581] : INFO : Epoch 1928 | loss: 0.0311402 | val_loss: 0.0311536 | Time: 2009.95 ms [2020-12-18 23:35:48 main:581] : INFO : Epoch 1929 | loss: 0.031139 | val_loss: 0.0311594 | Time: 2002.21 ms [2020-12-18 23:35:50 main:581] : INFO : Epoch 1930 | loss: 0.0311404 | val_loss: 0.0311607 | Time: 2007.11 ms [2020-12-18 23:35:52 main:581] : INFO : Epoch 1931 | loss: 0.0311436 | val_loss: 0.0311546 | Time: 2012.06 ms [2020-12-18 23:35:54 main:581] : INFO : Epoch 1932 | loss: 0.0311385 | val_loss: 0.0311626 | Time: 2013.51 ms [2020-12-18 23:35:56 main:581] : INFO : Epoch 1933 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 2007.67 ms [2020-12-18 23:35:58 main:581] : INFO : Epoch 1934 | loss: 0.0311352 | val_loss: 0.0311593 | Time: 2007.99 ms [2020-12-18 23:36:00 main:581] : INFO : Epoch 1935 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 2009.17 ms [2020-12-18 23:36:02 main:581] : INFO : Epoch 1936 | loss: 0.0311367 | val_loss: 0.0311545 | Time: 2001.29 ms [2020-12-18 23:36:04 main:581] : INFO : Epoch 1937 | loss: 0.0311385 | val_loss: 0.031156 | Time: 2010.37 ms [2020-12-18 23:36:06 main:581] : INFO : Epoch 1938 | loss: 0.0311371 | val_loss: 0.0311535 | Time: 2009.01 ms [2020-12-18 23:36:08 main:581] : INFO : Epoch 1939 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 1998.67 ms [2020-12-18 23:36:10 main:581] : INFO : Epoch 1940 | loss: 0.0311395 | val_loss: 0.0311571 | Time: 2009.19 ms [2020-12-18 23:36:12 main:581] : INFO : Epoch 1941 | loss: 0.0311376 | val_loss: 0.0311539 | Time: 2008.5 ms [2020-12-18 23:36:14 main:581] : INFO : Epoch 1942 | loss: 0.0311366 | val_loss: 0.031156 | Time: 2005.24 ms [2020-12-18 23:36:16 main:581] : INFO : Epoch 1943 | loss: 0.0311368 | val_loss: 0.0311576 | Time: 2000.59 ms [2020-12-18 23:36:18 main:581] : INFO : Epoch 1944 | loss: 0.0311378 | val_loss: 0.0311678 | Time: 2009.09 ms [2020-12-18 23:36:20 main:581] : INFO : Epoch 1945 | loss: 0.0311405 | val_loss: 0.031157 | Time: 2012.84 ms [2020-12-18 23:36:22 main:581] : INFO : Epoch 1946 | loss: 0.0311354 | val_loss: 0.0311545 | Time: 2002.38 ms [2020-12-18 23:36:24 main:581] : INFO : Epoch 1947 | loss: 0.0311361 | val_loss: 0.031166 | Time: 2005.54 ms [2020-12-18 23:36:26 main:581] : INFO : Epoch 1948 | loss: 0.0311381 | val_loss: 0.0311577 | Time: 2009.18 ms [2020-12-18 23:36:28 main:581] : INFO : Epoch 1949 | loss: 0.031136 | val_loss: 0.0311611 | Time: 2015.57 ms [2020-12-18 23:36:30 main:581] : INFO : Epoch 1950 | loss: 0.0311356 | val_loss: 0.0311605 | Time: 2007.7 ms [2020-12-18 23:36:32 main:581] : INFO : Epoch 1951 | loss: 0.031138 | val_loss: 0.0311572 | Time: 2009.19 ms [2020-12-18 23:36:34 main:581] : INFO : Epoch 1952 | loss: 0.0311451 | val_loss: 0.031156 | Time: 2005.04 ms [2020-12-18 23:36:36 main:581] : INFO : Epoch 1953 | loss: 0.0311419 | val_loss: 0.0311599 | Time: 2000.44 ms [2020-12-18 23:36:38 main:581] : INFO : Epoch 1954 | loss: 0.0311376 | val_loss: 0.031155 | Time: 2008.8 ms [2020-12-18 23:36:40 main:581] : INFO : Epoch 1955 | loss: 0.0311347 | val_loss: 0.0311543 | Time: 2014.24 ms [2020-12-18 23:36:42 main:581] : INFO : Epoch 1956 | loss: 0.0311334 | val_loss: 0.0311616 | Time: 2009.17 ms [2020-12-18 23:36:44 main:581] : INFO : Epoch 1957 | loss: 0.0311325 | val_loss: 0.0311555 | Time: 2006.92 ms [2020-12-18 23:36:46 main:581] : INFO : Epoch 1958 | loss: 0.0311312 | val_loss: 0.031155 | Time: 2007.99 ms [2020-12-18 23:36:48 main:581] : INFO : Epoch 1959 | loss: 0.0311302 | val_loss: 0.031155 | Time: 2010.86 ms [2020-12-18 23:36:50 main:581] : INFO : Epoch 1960 | loss: 0.0311367 | val_loss: 0.0311572 | Time: 2010.75 ms [2020-12-18 23:36:52 main:581] : INFO : Epoch 1961 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 2010.7 ms [2020-12-18 23:36:54 main:581] : INFO : Epoch 1962 | loss: 0.031156 | val_loss: 0.0311538 | Time: 2011.63 ms [2020-12-18 23:36:56 main:581] : INFO : Epoch 1963 | loss: 0.0311503 | val_loss: 0.0311521 | Time: 2012.86 ms [2020-12-18 23:36:58 main:581] : INFO : Epoch 1964 | loss: 0.0311433 | val_loss: 0.0311529 | Time: 2011.63 ms [2020-12-18 23:37:00 main:581] : INFO : Epoch 1965 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 2012.72 ms [2020-12-18 23:37:02 main:581] : INFO : Epoch 1966 | loss: 0.0311399 | val_loss: 0.0311546 | Time: 2012.02 ms [2020-12-18 23:37:04 main:581] : INFO : Epoch 1967 | loss: 0.0311398 | val_loss: 0.0311631 | Time: 2003.73 ms [2020-12-18 23:37:06 main:581] : INFO : Epoch 1968 | loss: 0.0311464 | val_loss: 0.0311609 | Time: 2008.43 ms [2020-12-18 23:37:08 main:581] : INFO : Epoch 1969 | loss: 0.0311462 | val_loss: 0.0311572 | Time: 2002.24 ms [2020-12-18 23:37:10 main:581] : INFO : Epoch 1970 | loss: 0.0311552 | val_loss: 0.0311567 | Time: 2006.21 ms [2020-12-18 23:37:12 main:581] : INFO : Epoch 1971 | loss: 0.0311476 | val_loss: 0.0311514 | Time: 2006.94 ms [2020-12-18 23:37:14 main:581] : INFO : Epoch 1972 | loss: 0.0311444 | val_loss: 0.031153 | Time: 2008.8 ms [2020-12-18 23:37:16 main:581] : INFO : Epoch 1973 | loss: 0.0311403 | val_loss: 0.031151 | Time: 2000.36 ms [2020-12-18 23:37:18 main:581] : INFO : Epoch 1974 | loss: 0.0311376 | val_loss: 0.0311478 | Time: 2012.49 ms [2020-12-18 23:37:20 main:581] : INFO : Epoch 1975 | loss: 0.0311363 | val_loss: 0.0311482 | Time: 2011.86 ms [2020-12-18 23:37:22 main:581] : INFO : Epoch 1976 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 2010 ms [2020-12-18 23:37:24 main:581] : INFO : Epoch 1977 | loss: 0.0311376 | val_loss: 0.0311474 | Time: 2004.82 ms [2020-12-18 23:37:26 main:581] : INFO : Epoch 1978 | loss: 0.0311355 | val_loss: 0.0311499 | Time: 2001.83 ms [2020-12-18 23:37:28 main:581] : INFO : Epoch 1979 | loss: 0.0311318 | val_loss: 0.0311511 | Time: 2015.72 ms [2020-12-18 23:37:30 main:581] : INFO : Epoch 1980 | loss: 0.0311318 | val_loss: 0.0311493 | Time: 2014.05 ms [2020-12-18 23:37:32 main:581] : INFO : Epoch 1981 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 2010.41 ms [2020-12-18 23:37:34 main:581] : INFO : Epoch 1982 | loss: 0.0311311 | val_loss: 0.0311531 | Time: 2001.77 ms [2020-12-18 23:37:36 main:581] : INFO : Epoch 1983 | loss: 0.0311353 | val_loss: 0.0311448 | Time: 2008.65 ms [2020-12-18 23:37:38 main:581] : INFO : Epoch 1984 | loss: 0.0311325 | val_loss: 0.0311493 | Time: 2002.16 ms [2020-12-18 23:37:40 main:581] : INFO : Epoch 1985 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 2007.51 ms [2020-12-18 23:37:42 main:581] : INFO : Epoch 1986 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 2016.19 ms [2020-12-18 23:37:44 main:581] : INFO : Epoch 1987 | loss: 0.0311313 | val_loss: 0.031147 | Time: 2014.7 ms [2020-12-18 23:37:46 main:581] : INFO : Epoch 1988 | loss: 0.0311297 | val_loss: 0.0311476 | Time: 2008.5 ms [2020-12-18 23:37:48 main:581] : INFO : Epoch 1989 | loss: 0.0311323 | val_loss: 0.0311475 | Time: 2003.86 ms [2020-12-18 23:37:50 main:581] : INFO : Epoch 1990 | loss: 0.0311317 | val_loss: 0.0311477 | Time: 2005.06 ms [2020-12-18 23:37:52 main:581] : INFO : Epoch 1991 | loss: 0.0311306 | val_loss: 0.0311441 | Time: 2008.11 ms [2020-12-18 23:37:54 main:581] : INFO : Epoch 1992 | loss: 0.0311254 | val_loss: 0.0311441 | Time: 2004.63 ms [2020-12-18 23:37:56 main:581] : INFO : Epoch 1993 | loss: 0.0311248 | val_loss: 0.0311455 | Time: 1998.7 ms [2020-12-18 23:37:58 main:581] : INFO : Epoch 1994 | loss: 0.0311257 | val_loss: 0.0311516 | Time: 2009.11 ms [2020-12-18 23:38:00 main:581] : INFO : Epoch 1995 | loss: 0.0311261 | val_loss: 0.0311459 | Time: 2010.8 ms [2020-12-18 23:38:02 main:581] : INFO : Epoch 1996 | loss: 0.0311238 | val_loss: 0.0311535 | Time: 2007.81 ms [2020-12-18 23:38:04 main:581] : INFO : Epoch 1997 | loss: 0.0311234 | val_loss: 0.0311446 | Time: 2005.41 ms [2020-12-18 23:38:06 main:581] : INFO : Epoch 1998 | loss: 0.0311228 | val_loss: 0.0311451 | Time: 2009.1 ms [2020-12-18 23:38:08 main:581] : INFO : Epoch 1999 | loss: 0.0311242 | val_loss: 0.0311481 | Time: 2009.3 ms [2020-12-18 23:38:10 main:581] : INFO : Epoch 2000 | loss: 0.0311271 | val_loss: 0.031146 | Time: 2011.08 ms [2020-12-18 23:38:12 main:581] : INFO : Epoch 2001 | loss: 0.0311262 | val_loss: 0.0311448 | Time: 2008.73 ms [2020-12-18 23:38:14 main:581] : INFO : Epoch 2002 | loss: 0.0311224 | val_loss: 0.0311447 | Time: 2007.43 ms [2020-12-18 23:38:16 main:581] : INFO : Epoch 2003 | loss: 0.0311229 | val_loss: 0.0311438 | Time: 2003.99 ms [2020-12-18 23:38:18 main:581] : INFO : Epoch 2004 | loss: 0.0311225 | val_loss: 0.0311499 | Time: 2007.19 ms [2020-12-18 23:38:20 main:581] : INFO : Epoch 2005 | loss: 0.0311232 | val_loss: 0.0311447 | Time: 2007.47 ms [2020-12-18 23:38:22 main:581] : INFO : Epoch 2006 | loss: 0.0311217 | val_loss: 0.0311474 | Time: 2008.37 ms [2020-12-18 23:38:24 main:581] : INFO : Epoch 2007 | loss: 0.0311215 | val_loss: 0.0311459 | Time: 2007.39 ms [2020-12-18 23:38:26 main:581] : INFO : Epoch 2008 | loss: 0.0311213 | val_loss: 0.031145 | Time: 2008.85 ms [2020-12-18 23:38:28 main:581] : INFO : Epoch 2009 | loss: 0.031121 | val_loss: 0.0311506 | Time: 2006.85 ms [2020-12-18 23:38:30 main:581] : INFO : Epoch 2010 | loss: 0.0311203 | val_loss: 0.0311536 | Time: 2001.66 ms [2020-12-18 23:38:32 main:581] : INFO : Epoch 2011 | loss: 0.0311315 | val_loss: 0.0311462 | Time: 2017.26 ms [2020-12-18 23:38:34 main:581] : INFO : Epoch 2012 | loss: 0.031124 | val_loss: 0.03115 | Time: 2012.42 ms [2020-12-18 23:38:36 main:581] : INFO : Epoch 2013 | loss: 0.0311265 | val_loss: 0.0311522 | Time: 2008.83 ms [2020-12-18 23:38:38 main:581] : INFO : Epoch 2014 | loss: 0.0311388 | val_loss: 0.0311561 | Time: 2009.61 ms [2020-12-18 23:38:40 main:581] : INFO : Epoch 2015 | loss: 0.0311385 | val_loss: 0.0311453 | Time: 2009.14 ms [2020-12-18 23:38:42 main:581] : INFO : Epoch 2016 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 2000.77 ms [2020-12-18 23:38:44 main:581] : INFO : Epoch 2017 | loss: 0.031129 | val_loss: 0.0311468 | Time: 2009.83 ms [2020-12-18 23:38:46 main:581] : INFO : Epoch 2018 | loss: 0.0311233 | val_loss: 0.0311525 | Time: 2002.37 ms [2020-12-18 23:38:48 main:581] : INFO : Epoch 2019 | loss: 0.0311215 | val_loss: 0.0311479 | Time: 2010.32 ms [2020-12-18 23:38:50 main:581] : INFO : Epoch 2020 | loss: 0.0311226 | val_loss: 0.0311524 | Time: 1999.68 ms [2020-12-18 23:38:52 main:581] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311481 | Time: 2008.94 ms [2020-12-18 23:38:54 main:581] : INFO : Epoch 2022 | loss: 0.0311201 | val_loss: 0.0311509 | Time: 2015.7 ms [2020-12-18 23:38:56 main:581] : INFO : Epoch 2023 | loss: 0.0311203 | val_loss: 0.0311511 | Time: 2010.89 ms [2020-12-18 23:38:58 main:581] : INFO : Epoch 2024 | loss: 0.0311239 | val_loss: 0.0311483 | Time: 2009.54 ms [2020-12-18 23:39:00 main:581] : INFO : Epoch 2025 | loss: 0.0311238 | val_loss: 0.0311511 | Time: 2006.94 ms [2020-12-18 23:39:02 main:581] : INFO : Epoch 2026 | loss: 0.0311239 | val_loss: 0.0311454 | Time: 2011.6 ms [2020-12-18 23:39:04 main:581] : INFO : Epoch 2027 | loss: 0.0311202 | val_loss: 0.0311481 | Time: 2020.68 ms [2020-12-18 23:39:06 main:581] : INFO : Epoch 2028 | loss: 0.0311197 | val_loss: 0.031151 | Time: 2007.32 ms [2020-12-18 23:39:08 main:581] : INFO : Epoch 2029 | loss: 0.0311211 | val_loss: 0.0311493 | Time: 1999.78 ms [2020-12-18 23:39:10 main:581] : INFO : Epoch 2030 | loss: 0.0311194 | val_loss: 0.0311469 | Time: 2006.02 ms [2020-12-18 23:39:12 main:581] : INFO : Epoch 2031 | loss: 0.0311205 | val_loss: 0.0311526 | Time: 2009.66 ms [2020-12-18 23:39:14 main:581] : INFO : Epoch 2032 | loss: 0.0311174 | val_loss: 0.0311529 | Time: 2008.93 ms [2020-12-18 23:39:16 main:581] : INFO : Epoch 2033 | loss: 0.0311177 | val_loss: 0.0311487 | Time: 2007.65 ms [2020-12-18 23:39:18 main:581] : INFO : Epoch 2034 | loss: 0.0311228 | val_loss: 0.0311472 | Time: 2004.95 ms [2020-12-18 23:39:20 main:581] : INFO : Epoch 2035 | loss: 0.0311199 | val_loss: 0.0311489 | Time: 1998.36 ms [2020-12-18 23:39:22 main:581] : INFO : Epoch 2036 | loss: 0.0311187 | val_loss: 0.031146 | Time: 2007.81 ms [2020-12-18 23:39:24 main:581] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311478 | Time: 2007.49 ms [2020-12-18 23:39:26 main:581] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.0311463 | Time: 2005.83 ms [2020-12-18 23:39:28 main:581] : INFO : Epoch 2039 | loss: 0.0311247 | val_loss: 0.0311582 | Time: 2006.32 ms [2020-12-18 23:39:30 main:581] : INFO : Epoch 2040 | loss: 0.0311438 | val_loss: 0.0311534 | Time: 2018.68 ms [2020-12-18 23:39:32 main:581] : INFO : Epoch 2041 | loss: 0.0311387 | val_loss: 0.0311532 | Time: 2001.95 ms [2020-12-18 23:39:34 main:581] : INFO : Epoch 2042 | loss: 0.031139 | val_loss: 0.03115 | Time: 2007.49 ms [2020-12-18 23:39:36 main:581] : INFO : Epoch 2043 | loss: 0.0311355 | val_loss: 0.0311477 | Time: 2008 ms [2020-12-18 23:39:38 main:581] : INFO : Epoch 2044 | loss: 0.0311278 | val_loss: 0.0311464 | Time: 2006.81 ms [2020-12-18 23:39:40 main:581] : INFO : Epoch 2045 | loss: 0.0311288 | val_loss: 0.0311442 | Time: 1997.77 ms [2020-12-18 23:39:42 main:581] : INFO : Epoch 2046 | loss: 0.0311268 | val_loss: 0.0311476 | Time: 2009.23 ms [2020-12-18 23:39:45 main:581] : INFO : Epoch 2047 | loss: 0.0311201 | val_loss: 0.0311478 | Time: 2008.77 ms [2020-12-18 23:39:47 main:581] : INFO : Epoch 2048 | loss: 0.0311177 | val_loss: 0.031144 | Time: 2006.01 ms [2020-12-18 23:39:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031144 [2020-12-18 23:39:47 main:610] : INFO : Saving end state to config to file [2020-12-18 23:39:47 main:615] : INFO : Success, exiting.. 23:39:47 (3395494): 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)