Task 5133723
| Name | ParityModified-1619580512-27094-0_1 |
| Workunit | 3064142 |
| Created | 2 May 2021, 23:12:27 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 2:07:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 9 min 31 sec |
| CPU time | 1 hours 9 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 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>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 4 main:581] : INFO : Epoch 1538 | loss: 0.0309772 | val_loss: 0.0312876 | Time: 2008.72 ms [2021-05-02 21:39:26 main:581] : INFO : Epoch 1539 | loss: 0.0309847 | val_loss: 0.0312898 | Time: 2015.54 ms [2021-05-02 21:39:28 main:581] : INFO : Epoch 1540 | loss: 0.0309787 | val_loss: 0.0313305 | Time: 2048.97 ms [2021-05-02 21:39:30 main:581] : INFO : Epoch 1541 | loss: 0.0309835 | val_loss: 0.0312447 | Time: 2060.74 ms [2021-05-02 21:39:32 main:581] : INFO : Epoch 1542 | loss: 0.0309935 | val_loss: 0.0312923 | Time: 2035.32 ms [2021-05-02 21:39:35 main:581] : INFO : Epoch 1543 | loss: 0.0309823 | val_loss: 0.0312468 | Time: 2027.62 ms [2021-05-02 21:39:37 main:581] : INFO : Epoch 1544 | loss: 0.0309842 | val_loss: 0.0312536 | Time: 2017.6 ms [2021-05-02 21:39:39 main:581] : INFO : Epoch 1545 | loss: 0.0309724 | val_loss: 0.03128 | Time: 2058.54 ms [2021-05-02 21:39:41 main:581] : INFO : Epoch 1546 | loss: 0.0309768 | val_loss: 0.0312979 | Time: 1991.85 ms [2021-05-02 21:39:43 main:581] : INFO : Epoch 1547 | loss: 0.0309771 | val_loss: 0.0312753 | Time: 2000.64 ms [2021-05-02 21:39:45 main:581] : INFO : Epoch 1548 | loss: 0.0309758 | val_loss: 0.0312818 | Time: 2021.2 ms [2021-05-02 21:39:47 main:581] : INFO : Epoch 1549 | loss: 0.0309804 | val_loss: 0.0312872 | Time: 2038.09 ms [2021-05-02 21:39:49 main:581] : INFO : Epoch 1550 | loss: 0.0309933 | val_loss: 0.0312833 | Time: 2044.84 ms [2021-05-02 21:39:51 main:581] : INFO : Epoch 1551 | loss: 0.0309754 | val_loss: 0.0312897 | Time: 1986.51 ms [2021-05-02 21:39:53 main:581] : INFO : Epoch 1552 | loss: 0.0309735 | val_loss: 0.0313048 | Time: 1980.3 ms [2021-05-02 21:39:55 main:581] : INFO : Epoch 1553 | loss: 0.0309825 | val_loss: 0.0312339 | Time: 2051.42 ms [2021-05-02 21:39:57 main:581] : INFO : Epoch 1554 | loss: 0.030985 | val_loss: 0.0312706 | Time: 2058.82 ms [2021-05-02 21:39:59 main:581] : INFO : Epoch 1555 | loss: 0.0309806 | val_loss: 0.0312473 | Time: 2084.86 ms [2021-05-02 21:40:01 main:581] : INFO : Epoch 1556 | loss: 0.0309823 | val_loss: 0.0312887 | Time: 2197.56 ms [2021-05-02 21:40:03 main:581] : INFO : Epoch 1557 | loss: 0.0309675 | val_loss: 0.0312795 | Time: 2130.8 ms [2021-05-02 21:40:05 main:581] : INFO : Epoch 1558 | loss: 0.0309716 | val_loss: 0.0312797 | Time: 2081.03 ms [2021-05-02 21:40:07 main:581] : INFO : Epoch 1559 | loss: 0.0309821 | val_loss: 0.0312766 | Time: 2062.64 ms [2021-05-02 21:40:09 main:581] : INFO : Epoch 1560 | loss: 0.0309835 | val_loss: 0.0312619 | Time: 1970.5 ms [2021-05-02 21:40:11 main:581] : INFO : Epoch 1561 | loss: 0.0309834 | val_loss: 0.031266 | Time: 2019.45 ms [2021-05-02 21:40:13 main:581] : INFO : Epoch 1562 | loss: 0.0309799 | val_loss: 0.0312893 | Time: 2103.55 ms [2021-05-02 21:40:15 main:581] : INFO : Epoch 1563 | loss: 0.0309819 | val_loss: 0.0312616 | Time: 2046.2 ms [2021-05-02 21:40:18 main:581] : INFO : Epoch 1564 | loss: 0.0309841 | val_loss: 0.0312635 | Time: 2043.49 ms [2021-05-02 21:40:20 main:581] : INFO : Epoch 1565 | loss: 0.0309846 | val_loss: 0.0312707 | Time: 2086.61 ms [2021-05-02 21:40:22 main:581] : INFO : Epoch 1566 | loss: 0.0309713 | val_loss: 0.0312927 | Time: 2233.99 ms [2021-05-02 21:40:24 main:581] : INFO : Epoch 1567 | loss: 0.0309735 | val_loss: 0.0312933 | Time: 2044.9 ms [2021-05-02 21:40:26 main:581] : INFO : Epoch 1568 | loss: 0.0309713 | val_loss: 0.0312704 | Time: 2006.08 ms [2021-05-02 21:40:28 main:581] : INFO : Epoch 1569 | loss: 0.0309776 | val_loss: 0.0312561 | Time: 2067.85 ms [2021-05-02 21:40:30 main:581] : INFO : Epoch 1570 | loss: 0.0309807 | val_loss: 0.0312888 | Time: 2059.97 ms [2021-05-02 21:40:32 main:581] : INFO : Epoch 1571 | loss: 0.0309774 | val_loss: 0.031266 | Time: 2047.05 ms [2021-05-02 21:40:34 main:581] : INFO : Epoch 1572 | loss: 0.0309864 | val_loss: 0.0312504 | Time: 2040.83 ms [2021-05-02 21:40:36 main:581] : INFO : Epoch 1573 | loss: 0.030982 | val_loss: 0.0312752 | Time: 2071.95 ms [2021-05-02 21:40:38 main:581] : INFO : Epoch 1574 | loss: 0.0309849 | val_loss: 0.0312523 | Time: 2056.22 ms [2021-05-02 21:40:40 main:581] : INFO : Epoch 1575 | loss: 0.0309806 | val_loss: 0.0313005 | Time: 2038.98 ms [2021-05-02 21:40:42 main:581] : INFO : Epoch 1576 | loss: 0.0309878 | val_loss: 0.0312934 | Time: 2064.72 ms [2021-05-02 21:40:44 main:581] : INFO : Epoch 1577 | loss: 0.0309885 | val_loss: 0.0312694 | Time: 2047.73 ms [2021-05-02 21:40:46 main:581] : INFO : Epoch 1578 | loss: 0.0309835 | val_loss: 0.0312623 | Time: 2057.58 ms [2021-05-02 21:40:49 main:581] : INFO : Epoch 1579 | loss: 0.0309839 | val_loss: 0.03126 | Time: 2101.37 ms [2021-05-02 21:40:51 main:581] : INFO : Epoch 1580 | loss: 0.0309819 | val_loss: 0.031298 | Time: 2086.75 ms [2021-05-02 21:40:53 main:581] : INFO : Epoch 1581 | loss: 0.0309827 | val_loss: 0.0312833 | Time: 2088.38 ms [2021-05-02 21:40:55 main:581] : INFO : Epoch 1582 | loss: 0.0309774 | val_loss: 0.0312817 | Time: 2065.4 ms [2021-05-02 21:40:57 main:581] : INFO : Epoch 1583 | loss: 0.030973 | val_loss: 0.0312931 | Time: 2069.13 ms [2021-05-02 21:40:59 main:581] : INFO : Epoch 1584 | loss: 0.03097 | val_loss: 0.0313186 | Time: 2054.19 ms [2021-05-02 21:41:01 main:581] : INFO : Epoch 1585 | loss: 0.0309823 | val_loss: 0.0312403 | Time: 2051.97 ms [2021-05-02 21:41:03 main:581] : INFO : Epoch 1586 | loss: 0.0309985 | val_loss: 0.0312443 | Time: 2092.46 ms [2021-05-02 21:41:05 main:581] : INFO : Epoch 1587 | loss: 0.0309888 | val_loss: 0.0312929 | Time: 2061.09 ms [2021-05-02 21:41:07 main:581] : INFO : Epoch 1588 | loss: 0.0309766 | val_loss: 0.0312951 | Time: 2039.74 ms [2021-05-02 21:41:09 main:581] : INFO : Epoch 1589 | loss: 0.0309771 | val_loss: 0.0312486 | Time: 2023.68 ms [2021-05-02 21:41:11 main:581] : INFO : Epoch 1590 | loss: 0.0309898 | val_loss: 0.0313099 | Time: 2060.3 ms [2021-05-02 21:41:13 main:581] : INFO : Epoch 1591 | loss: 0.0309907 | val_loss: 0.0312784 | Time: 2054.63 ms [2021-05-02 21:41:15 main:581] : INFO : Epoch 1592 | loss: 0.0309844 | val_loss: 0.0312804 | Time: 2052.05 ms [2021-05-02 21:41:17 main:581] : INFO : Epoch 1593 | loss: 0.0309805 | val_loss: 0.0312729 | Time: 2039.39 ms [2021-05-02 21:41:19 main:581] : INFO : Epoch 1594 | loss: 0.0309754 | val_loss: 0.0313108 | Time: 2083.57 ms [2021-05-02 21:41:22 main:581] : INFO : Epoch 1595 | loss: 0.030976 | val_loss: 0.0312888 | Time: 2062.89 ms [2021-05-02 21:41:24 main:581] : INFO : Epoch 1596 | loss: 0.0309793 | val_loss: 0.031275 | Time: 2069.52 ms [2021-05-02 21:41:26 main:581] : INFO : Epoch 1597 | loss: 0.0309769 | val_loss: 0.0312935 | Time: 2037.95 ms [2021-05-02 21:41:28 main:581] : INFO : Epoch 1598 | loss: 0.0309705 | val_loss: 0.0312909 | Time: 2054.95 ms [2021-05-02 21:41:30 main:581] : INFO : Epoch 1599 | loss: 0.030973 | val_loss: 0.0313007 | Time: 2011.95 ms [2021-05-02 21:41:32 main:581] : INFO : Epoch 1600 | loss: 0.0309758 | val_loss: 0.0312604 | Time: 2066.44 ms [2021-05-02 21:41:34 main:581] : INFO : Epoch 1601 | loss: 0.0309791 | val_loss: 0.0312657 | Time: 2038.55 ms [2021-05-02 21:41:36 main:581] : INFO : Epoch 1602 | loss: 0.0309772 | val_loss: 0.031285 | Time: 2070.04 ms [2021-05-02 21:41:38 main:581] : INFO : Epoch 1603 | loss: 0.0309786 | val_loss: 0.0312478 | Time: 2076.5 ms [2021-05-02 21:41:40 main:581] : INFO : Epoch 1604 | loss: 0.0309783 | val_loss: 0.0313084 | Time: 2144.75 ms [2021-05-02 21:41:42 main:581] : INFO : Epoch 1605 | loss: 0.0309831 | val_loss: 0.0312588 | Time: 2067.24 ms [2021-05-02 21:41:44 main:581] : INFO : Epoch 1606 | loss: 0.0309815 | val_loss: 0.0312722 | Time: 2009.62 ms [2021-05-02 21:41:46 main:581] : INFO : Epoch 1607 | loss: 0.030981 | val_loss: 0.0312868 | Time: 2072.3 ms [2021-05-02 21:41:48 main:581] : INFO : Epoch 1608 | loss: 0.0309758 | val_loss: 0.0312924 | Time: 2066.25 ms [2021-05-02 21:41:50 main:581] : INFO : Epoch 1609 | loss: 0.0309719 | val_loss: 0.0312557 | Time: 2078.82 ms [2021-05-02 21:41:52 main:581] : INFO : Epoch 1610 | loss: 0.0309792 | val_loss: 0.0313019 | Time: 2071.81 ms [2021-05-02 21:41:55 main:581] : INFO : Epoch 1611 | loss: 0.030978 | val_loss: 0.0312977 | Time: 2087.22 ms [2021-05-02 21:41:57 main:581] : INFO : Epoch 1612 | loss: 0.0309785 | val_loss: 0.0312514 | Time: 2052.11 ms [2021-05-02 21:41:59 main:581] : INFO : Epoch 1613 | loss: 0.030977 | val_loss: 0.0312781 | Time: 2044.91 ms [2021-05-02 21:42:01 main:581] : INFO : Epoch 1614 | loss: 0.0309742 | val_loss: 0.0312963 | Time: 2099.22 ms [2021-05-02 21:42:03 main:581] : INFO : Epoch 1615 | loss: 0.0309757 | val_loss: 0.0313105 | Time: 2028.46 ms [2021-05-02 21:42:05 main:581] : INFO : Epoch 1616 | loss: 0.030975 | val_loss: 0.031265 | Time: 2046.66 ms [2021-05-02 21:42:07 main:581] : INFO : Epoch 1617 | loss: 0.0309828 | val_loss: 0.0312823 | Time: 1994.33 ms [2021-05-02 21:42:09 main:581] : INFO : Epoch 1618 | loss: 0.0309775 | val_loss: 0.0312851 | Time: 2055.94 ms [2021-05-02 21:42:11 main:581] : INFO : Epoch 1619 | loss: 0.0309795 | val_loss: 0.0312881 | Time: 2053.97 ms [2021-05-02 21:42:13 main:581] : INFO : Epoch 1620 | loss: 0.0309765 | val_loss: 0.0312818 | Time: 2060.04 ms [2021-05-02 21:42:15 main:581] : INFO : Epoch 1621 | loss: 0.0309854 | val_loss: 0.0312878 | Time: 2027.1 ms [2021-05-02 21:42:17 main:581] : INFO : Epoch 1622 | loss: 0.0309742 | val_loss: 0.0312709 | Time: 2074.13 ms [2021-05-02 21:42:19 main:581] : INFO : Epoch 1623 | loss: 0.0309753 | val_loss: 0.0312529 | Time: 2003.5 ms [2021-05-02 21:42:21 main:581] : INFO : Epoch 1624 | loss: 0.0309838 | val_loss: 0.0312658 | Time: 2063.35 ms [2021-05-02 21:42:23 main:581] : INFO : Epoch 1625 | loss: 0.0309807 | val_loss: 0.0312929 | Time: 2030.91 ms [2021-05-02 21:42:25 main:581] : INFO : Epoch 1626 | loss: 0.0309889 | val_loss: 0.0312897 | Time: 2026.35 ms [2021-05-02 21:42:27 main:581] : INFO : Epoch 1627 | loss: 0.0309798 | val_loss: 0.0312768 | Time: 1969.2 ms [2021-05-02 21:42:29 main:581] : INFO : Epoch 1628 | loss: 0.0309749 | val_loss: 0.0312924 | Time: 2006.97 ms [2021-05-02 21:42:31 main:581] : INFO : Epoch 1629 | loss: 0.0309794 | val_loss: 0.0312603 | Time: 2014.03 ms [2021-05-02 21:42:33 main:581] : INFO : Epoch 1630 | loss: 0.0309752 | val_loss: 0.0312681 | Time: 2035.09 ms [2021-05-02 21:42:36 main:581] : INFO : Epoch 1631 | loss: 0.0309793 | val_loss: 0.0312749 | Time: 2285.8 ms [2021-05-02 21:42:38 main:581] : INFO : Epoch 1632 | loss: 0.0309913 | val_loss: 0.0313011 | Time: 2047.38 ms [2021-05-02 21:42:40 main:581] : INFO : Epoch 1633 | loss: 0.0309871 | val_loss: 0.0312889 | Time: 1981.24 ms [2021-05-02 21:42:42 main:581] : INFO : Epoch 1634 | loss: 0.0309759 | val_loss: 0.0312836 | Time: 2042.59 ms [2021-05-02 21:42:44 main:581] : INFO : Epoch 1635 | loss: 0.0309679 | val_loss: 0.0312908 | Time: 2032.14 ms [2021-05-02 21:42:46 main:581] : INFO : Epoch 1636 | loss: 0.0309729 | val_loss: 0.0313035 | Time: 2052.65 ms [2021-05-02 21:42:48 main:581] : INFO : Epoch 1637 | loss: 0.0309728 | val_loss: 0.0312794 | Time: 2045.84 ms [2021-05-02 21:42:50 main:581] : INFO : Epoch 1638 | loss: 0.0309817 | val_loss: 0.0312771 | Time: 2190.33 ms [2021-05-02 21:42:52 main:581] : INFO : Epoch 1639 | loss: 0.0309771 | val_loss: 0.0313003 | Time: 2092.68 ms [2021-05-02 21:42:54 main:581] : INFO : Epoch 1640 | loss: 0.0309709 | val_loss: 0.0313037 | Time: 2078.21 ms [2021-05-02 21:42:56 main:581] : INFO : Epoch 1641 | loss: 0.0309704 | val_loss: 0.0312877 | Time: 2055.15 ms [2021-05-02 21:42:58 main:581] : INFO : Epoch 1642 | loss: 0.0309706 | val_loss: 0.0312801 | Time: 2038.17 ms [2021-05-02 21:43:00 main:581] : INFO : Epoch 1643 | loss: 0.0309755 | val_loss: 0.0312731 | Time: 1983.59 ms [2021-05-02 21:43:02 main:581] : INFO : Epoch 1644 | loss: 0.0309799 | val_loss: 0.0312812 | Time: 2071.84 ms [2021-05-02 21:43:04 main:581] : INFO : Epoch 1645 | loss: 0.0309793 | val_loss: 0.0312877 | Time: 2050.82 ms [2021-05-02 21:43:06 main:581] : INFO : Epoch 1646 | loss: 0.0309848 | val_loss: 0.0312778 | Time: 2064.81 ms [2021-05-02 21:43:08 main:581] : INFO : Epoch 1647 | loss: 0.0309911 | val_loss: 0.0312645 | Time: 2029.65 ms [2021-05-02 21:43:10 main:581] : INFO : Epoch 1648 | loss: 0.0309827 | val_loss: 0.0312816 | Time: 2074.57 ms [2021-05-02 21:43:13 main:581] : INFO : Epoch 1649 | loss: 0.0309866 | val_loss: 0.0312622 | Time: 2061.05 ms [2021-05-02 21:43:15 main:581] : INFO : Epoch 1650 | loss: 0.0309881 | val_loss: 0.0312716 | Time: 2033.34 ms [2021-05-02 21:43:17 main:581] : INFO : Epoch 1651 | loss: 0.0309829 | val_loss: 0.0312956 | Time: 2068.01 ms [2021-05-02 21:43:19 main:581] : INFO : Epoch 1652 | loss: 0.0309839 | val_loss: 0.0312649 | Time: 2038.9 ms [2021-05-02 21:43:21 main:581] : INFO : Epoch 1653 | loss: 0.0309789 | val_loss: 0.0312848 | Time: 2082.52 ms [2021-05-02 21:43:23 main:581] : INFO : Epoch 1654 | loss: 0.0309729 | val_loss: 0.0313066 | Time: 2064.02 ms [2021-05-02 21:43:25 main:581] : INFO : Epoch 1655 | loss: 0.0309767 | val_loss: 0.0312527 | Time: 2043.9 ms [2021-05-02 21:43:27 main:581] : INFO : Epoch 1656 | loss: 0.0309772 | val_loss: 0.0313047 | Time: 2012.23 ms [2021-05-02 21:43:29 main:581] : INFO : Epoch 1657 | loss: 0.0309731 | val_loss: 0.0312658 | Time: 2044.95 ms [2021-05-02 21:43:31 main:581] : INFO : Epoch 1658 | loss: 0.0309759 | val_loss: 0.0312682 | Time: 2084.53 ms [2021-05-02 21:43:33 main:581] : INFO : Epoch 1659 | loss: 0.0309744 | val_loss: 0.03126 | Time: 2293.74 ms [2021-05-02 21:43:35 main:581] : INFO : Epoch 1660 | loss: 0.0309818 | val_loss: 0.0313033 | Time: 2053.08 ms [2021-05-02 21:43:37 main:581] : INFO : Epoch 1661 | loss: 0.0309819 | val_loss: 0.0313005 | Time: 2123.69 ms [2021-05-02 21:43:40 main:581] : INFO : Epoch 1662 | loss: 0.0309882 | val_loss: 0.0312693 | Time: 2082.49 ms [2021-05-02 21:43:42 main:581] : INFO : Epoch 1663 | loss: 0.0309797 | val_loss: 0.0312695 | Time: 2072.08 ms [2021-05-02 21:43:44 main:581] : INFO : Epoch 1664 | loss: 0.0309826 | val_loss: 0.0312836 | Time: 2054.05 ms [2021-05-02 21:43:46 main:581] : INFO : Epoch 1665 | loss: 0.0309736 | val_loss: 0.0312881 | Time: 2078.5 ms [2021-05-02 21:43:48 main:581] : INFO : Epoch 1666 | loss: 0.0309673 | val_loss: 0.0312878 | Time: 1996.72 ms [2021-05-02 21:43:50 main:581] : INFO : Epoch 1667 | loss: 0.0309819 | val_loss: 0.0312865 | Time: 2029.17 ms [2021-05-02 21:43:52 main:581] : INFO : Epoch 1668 | loss: 0.030978 | val_loss: 0.0312567 | Time: 2065.22 ms [2021-05-02 21:43:54 main:581] : INFO : Epoch 1669 | loss: 0.0309858 | val_loss: 0.0312728 | Time: 2038.07 ms [2021-05-02 21:43:56 main:581] : INFO : Epoch 1670 | loss: 0.0309739 | val_loss: 0.0312932 | Time: 2010.43 ms [2021-05-02 21:43:58 main:581] : INFO : Epoch 1671 | loss: 0.030969 | val_loss: 0.0313349 | Time: 2003.63 ms [2021-05-02 21:44:00 main:581] : INFO : Epoch 1672 | loss: 0.0309858 | val_loss: 0.0312517 | Time: 2047.16 ms [2021-05-02 21:44:02 main:581] : INFO : Epoch 1673 | loss: 0.030985 | val_loss: 0.0312833 | Time: 2041.42 ms [2021-05-02 21:44:04 main:581] : INFO : Epoch 1674 | loss: 0.0309778 | val_loss: 0.0312876 | Time: 2041.94 ms [2021-05-02 21:44:06 main:581] : INFO : Epoch 1675 | loss: 0.0309813 | val_loss: 0.0312746 | Time: 2278.35 ms [2021-05-02 21:44:08 main:581] : INFO : Epoch 1676 | loss: 0.030974 | val_loss: 0.0312776 | Time: 2088.67 ms [2021-05-02 21:44:10 main:581] : INFO : Epoch 1677 | loss: 0.0309813 | val_loss: 0.031245 | Time: 2080.87 ms [2021-05-02 21:44:13 main:581] : INFO : Epoch 1678 | loss: 0.0309785 | val_loss: 0.0312644 | Time: 2058.96 ms [2021-05-02 21:44:15 main:581] : INFO : Epoch 1679 | loss: 0.0309809 | val_loss: 0.0312775 | Time: 2041.7 ms [2021-05-02 21:44:17 main:581] : INFO : Epoch 1680 | loss: 0.0309701 | val_loss: 0.0312829 | Time: 2059.42 ms [2021-05-02 21:44:19 main:581] : INFO : Epoch 1681 | loss: 0.0309693 | val_loss: 0.0312821 | Time: 2095.67 ms [2021-05-02 21:44:21 main:581] : INFO : Epoch 1682 | loss: 0.0309753 | val_loss: 0.0312825 | Time: 2083.84 ms [2021-05-02 21:44:23 main:581] : INFO : Epoch 1683 | loss: 0.0309808 | val_loss: 0.0312723 | Time: 2034.74 ms [2021-05-02 21:44:25 main:581] : INFO : Epoch 1684 | loss: 0.0309772 | val_loss: 0.0312639 | Time: 2067.7 ms [2021-05-02 21:44:27 main:581] : INFO : Epoch 1685 | loss: 0.030974 | val_loss: 0.0312892 | Time: 2040.62 ms [2021-05-02 21:44:29 main:581] : INFO : Epoch 1686 | loss: 0.0309788 | val_loss: 0.0312632 | Time: 2123.79 ms [2021-05-02 21:44:31 main:581] : INFO : Epoch 1687 | loss: 0.0309743 | val_loss: 0.0312544 | Time: 2083.48 ms [2021-05-02 21:44:33 main:581] : INFO : Epoch 1688 | loss: 0.0309767 | val_loss: 0.0312822 | Time: 2077.58 ms [2021-05-02 21:44:35 main:581] : INFO : Epoch 1689 | loss: 0.0309751 | val_loss: 0.0312692 | Time: 1999.39 ms [2021-05-02 21:44:37 main:581] : INFO : Epoch 1690 | loss: 0.0309767 | val_loss: 0.0312771 | Time: 2068.4 ms [2021-05-02 21:44:39 main:581] : INFO : Epoch 1691 | loss: 0.0309792 | val_loss: 0.0312684 | Time: 2020.04 ms [2021-05-02 21:44:41 main:581] : INFO : Epoch 1692 | loss: 0.0309799 | val_loss: 0.0312822 | Time: 2042.21 ms [2021-05-02 21:44:43 main:581] : INFO : Epoch 1693 | loss: 0.0309738 | val_loss: 0.0312762 | Time: 2042.77 ms [2021-05-02 21:44:46 main:581] : INFO : Epoch 1694 | loss: 0.0309798 | val_loss: 0.0312982 | Time: 2064.68 ms [2021-05-02 21:44:48 main:581] : INFO : Epoch 1695 | loss: 0.030983 | val_loss: 0.0312342 | Time: 2070.63 ms [2021-05-02 21:44:50 main:581] : INFO : Epoch 1696 | loss: 0.0309862 | val_loss: 0.0313197 | Time: 2013.4 ms [2021-05-02 21:44:52 main:581] : INFO : Epoch 1697 | loss: 0.0309844 | val_loss: 0.031248 | Time: 2036.3 ms [2021-05-02 21:44:54 main:581] : INFO : Epoch 1698 | loss: 0.0309754 | val_loss: 0.0313048 | Time: 2041.64 ms [2021-05-02 21:44:56 main:581] : INFO : Epoch 1699 | loss: 0.0309666 | val_loss: 0.0313178 | Time: 2057.78 ms [2021-05-02 21:44:58 main:581] : INFO : Epoch 1700 | loss: 0.0309747 | val_loss: 0.0312705 | Time: 2058.75 ms [2021-05-02 21:45:00 main:581] : INFO : Epoch 1701 | loss: 0.0309895 | val_loss: 0.0312481 | Time: 2075.51 ms [2021-05-02 21:45:02 main:581] : INFO : Epoch 1702 | loss: 0.0309824 | val_loss: 0.0312755 | Time: 2002.14 ms [2021-05-02 21:45:04 main:581] : INFO : Epoch 1703 | loss: 0.0309771 | val_loss: 0.0312805 | Time: 2007.71 ms [2021-05-02 21:45:06 main:581] : INFO : Epoch 1704 | loss: 0.0309772 | val_loss: 0.031291 | Time: 2048.52 ms [2021-05-02 21:45:08 main:581] : INFO : Epoch 1705 | loss: 0.0309886 | val_loss: 0.0312918 | Time: 2063.52 ms [2021-05-02 21:45:10 main:581] : INFO : Epoch 1706 | loss: 0.0309829 | val_loss: 0.0312653 | Time: 2004.13 ms [2021-05-02 21:45:12 main:581] : INFO : Epoch 1707 | loss: 0.0309786 | val_loss: 0.0312775 | Time: 2063.47 ms [2021-05-02 21:45:14 main:581] : INFO : Epoch 1708 | loss: 0.0309771 | val_loss: 0.031274 | Time: 2071.26 ms [2021-05-02 21:45:16 main:581] : INFO : Epoch 1709 | loss: 0.0309781 | val_loss: 0.0312807 | Time: 2044.17 ms [2021-05-02 21:45:18 main:581] : INFO : Epoch 1710 | loss: 0.0309782 | val_loss: 0.0313022 | Time: 2054.36 ms [2021-05-02 21:45:20 main:581] : INFO : Epoch 1711 | loss: 0.0309819 | val_loss: 0.0312758 | Time: 2023.06 ms [2021-05-02 21:45:22 main:581] : INFO : Epoch 1712 | loss: 0.0309791 | val_loss: 0.0312932 | Time: 2066.07 ms [2021-05-02 21:45:24 main:581] : INFO : Epoch 1713 | loss: 0.0309744 | val_loss: 0.0313124 | Time: 2046.3 ms [2021-05-02 21:45:26 main:581] : INFO : Epoch 1714 | loss: 0.0309749 | val_loss: 0.0313065 | Time: 2037.98 ms [2021-05-02 21:45:28 main:581] : INFO : Epoch 1715 | loss: 0.030972 | val_loss: 0.0312823 | Time: 2087.39 ms [2021-05-02 21:45:31 main:581] : INFO : Epoch 1716 | loss: 0.0309714 | val_loss: 0.0312676 | Time: 2059.7 ms [2021-05-02 21:45:33 main:581] : INFO : Epoch 1717 | loss: 0.0309679 | val_loss: 0.0312967 | Time: 2061.91 ms [2021-05-02 21:45:35 main:581] : INFO : Epoch 1718 | loss: 0.0309729 | val_loss: 0.0313045 | Time: 1942.89 ms [2021-05-02 21:45:36 main:581] : INFO : Epoch 1719 | loss: 0.0309775 | val_loss: 0.0312736 | Time: 1830.46 ms [2021-05-02 21:45:38 main:581] : INFO : Epoch 1720 | loss: 0.0309808 | val_loss: 0.0312681 | Time: 1895.15 ms [2021-05-02 21:45:40 main:581] : INFO : Epoch 1721 | loss: 0.0309811 | val_loss: 0.0313008 | Time: 2017 ms [2021-05-02 21:45:42 main:581] : INFO : Epoch 1722 | loss: 0.0309749 | val_loss: 0.0313005 | Time: 2031.17 ms [2021-05-02 21:45:44 main:581] : INFO : Epoch 1723 | loss: 0.0309689 | val_loss: 0.0312984 | Time: 2044.45 ms [2021-05-02 21:45:46 main:581] : INFO : Epoch 1724 | loss: 0.0309802 | val_loss: 0.0312872 | Time: 2066.57 ms [2021-05-02 21:45:49 main:581] : INFO : Epoch 1725 | loss: 0.0309725 | val_loss: 0.0313 | Time: 2081.62 ms [2021-05-02 21:45:51 main:581] : INFO : Epoch 1726 | loss: 0.0309709 | val_loss: 0.0313099 | Time: 2084.79 ms [2021-05-02 21:45:53 main:581] : INFO : Epoch 1727 | loss: 0.0309672 | val_loss: 0.0312691 | Time: 2041.29 ms [2021-05-02 21:45:55 main:581] : INFO : Epoch 1728 | loss: 0.0309826 | val_loss: 0.0313047 | Time: 2050.07 ms [2021-05-02 21:45:57 main:581] : INFO : Epoch 1729 | loss: 0.0309798 | val_loss: 0.0312629 | Time: 2032.22 ms [2021-05-02 21:45:59 main:581] : INFO : Epoch 1730 | loss: 0.0309807 | val_loss: 0.0312839 | Time: 2061.09 ms [2021-05-02 21:46:01 main:581] : INFO : Epoch 1731 | loss: 0.0309872 | val_loss: 0.0312964 | Time: 1941.74 ms [2021-05-02 21:46:03 main:581] : INFO : Epoch 1732 | loss: 0.030979 | val_loss: 0.0312637 | Time: 2004.95 ms [2021-05-02 21:46:05 main:581] : INFO : Epoch 1733 | loss: 0.0309721 | val_loss: 0.0312887 | Time: 2020.41 ms [2021-05-02 21:46:07 main:581] : INFO : Epoch 1734 | loss: 0.0309835 | val_loss: 0.031278 | Time: 2057.29 ms [2021-05-02 21:46:09 main:581] : INFO : Epoch 1735 | loss: 0.0309863 | val_loss: 0.0312595 | Time: 2060.78 ms [2021-05-02 21:46:11 main:581] : INFO : Epoch 1736 | loss: 0.030978 | val_loss: 0.0312882 | Time: 2022.91 ms [2021-05-02 21:46:13 main:581] : INFO : Epoch 1737 | loss: 0.0309804 | val_loss: 0.0312752 | Time: 2037.43 ms [2021-05-02 21:46:15 main:581] : INFO : Epoch 1738 | loss: 0.0309854 | val_loss: 0.0312999 | Time: 2069.53 ms [2021-05-02 21:46:17 main:581] : INFO : Epoch 1739 | loss: 0.0309768 | val_loss: 0.0312859 | Time: 2048.17 ms [2021-05-02 21:46:19 main:581] : INFO : Epoch 1740 | loss: 0.0309772 | val_loss: 0.0312876 | Time: 2046.92 ms [2021-05-02 21:46:21 main:581] : INFO : Epoch 1741 | loss: 0.0309713 | val_loss: 0.0312788 | Time: 2022.91 ms [2021-05-02 21:46:23 main:581] : INFO : Epoch 1742 | loss: 0.030979 | val_loss: 0.0313143 | Time: 2099.39 ms [2021-05-02 21:46:25 main:581] : INFO : Epoch 1743 | loss: 0.0309808 | val_loss: 0.0312848 | Time: 2066.59 ms [2021-05-02 21:46:27 main:581] : INFO : Epoch 1744 | loss: 0.0309871 | val_loss: 0.0312663 | Time: 1978.14 ms [2021-05-02 21:46:29 main:581] : INFO : Epoch 1745 | loss: 0.0309727 | val_loss: 0.0313067 | Time: 2025.38 ms [2021-05-02 21:46:31 main:581] : INFO : Epoch 1746 | loss: 0.0309755 | val_loss: 0.0312684 | Time: 2062.78 ms [2021-05-02 21:46:33 main:581] : INFO : Epoch 1747 | loss: 0.030981 | val_loss: 0.0313159 | Time: 2094.86 ms [2021-05-02 21:46:36 main:581] : INFO : Epoch 1748 | loss: 0.0309818 | val_loss: 0.0312599 | Time: 2054.71 ms [2021-05-02 21:46:38 main:581] : INFO : Epoch 1749 | loss: 0.0309746 | val_loss: 0.0312904 | Time: 1997.41 ms [2021-05-02 21:46:40 main:581] : INFO : Epoch 1750 | loss: 0.0309709 | val_loss: 0.0312857 | Time: 2050.89 ms [2021-05-02 21:46:42 main:581] : INFO : Epoch 1751 | loss: 0.0309704 | val_loss: 0.0312899 | Time: 2056.8 ms [2021-05-02 21:46:44 main:581] : INFO : Epoch 1752 | loss: 0.030975 | val_loss: 0.0312985 | Time: 2040.13 ms [2021-05-02 21:46:46 main:581] : INFO : Epoch 1753 | loss: 0.0309773 | val_loss: 0.0312643 | Time: 2070.09 ms [2021-05-02 21:46:48 main:581] : INFO : Epoch 1754 | loss: 0.0309855 | val_loss: 0.031276 | Time: 2087.1 ms [2021-05-02 21:46:50 main:581] : INFO : Epoch 1755 | loss: 0.0309848 | val_loss: 0.0312646 | Time: 2076.38 ms [2021-05-02 21:46:52 main:581] : INFO : Epoch 1756 | loss: 0.0309749 | val_loss: 0.0313037 | Time: 2064.36 ms [2021-05-02 21:46:54 main:581] : INFO : Epoch 1757 | loss: 0.0309745 | val_loss: 0.0312746 | Time: 2072.22 ms [2021-05-02 21:46:56 main:581] : INFO : Epoch 1758 | loss: 0.0309741 | val_loss: 0.0312943 | Time: 2012.55 ms [2021-05-02 21:46:58 main:581] : INFO : Epoch 1759 | loss: 0.0309737 | val_loss: 0.0312627 | Time: 2036.17 ms [2021-05-02 21:47:00 main:581] : INFO : Epoch 1760 | loss: 0.030977 | val_loss: 0.0312813 | Time: 2089.27 ms [2021-05-02 21:47:02 main:581] : INFO : Epoch 1761 | loss: 0.0309763 | val_loss: 0.0312372 | Time: 2067.59 ms [2021-05-02 21:47:04 main:581] : INFO : Epoch 1762 | loss: 0.030983 | val_loss: 0.0313183 | Time: 2059.18 ms [2021-05-02 21:47:06 main:581] : INFO : Epoch 1763 | loss: 0.0309834 | val_loss: 0.0312821 | Time: 2083.29 ms [2021-05-02 21:47:08 main:581] : INFO : Epoch 1764 | loss: 0.0309797 | val_loss: 0.0312951 | Time: 2061.75 ms [2021-05-02 21:47:11 main:581] : INFO : Epoch 1765 | loss: 0.0309741 | val_loss: 0.0312879 | Time: 2079.73 ms [2021-05-02 21:47:13 main:581] : INFO : Epoch 1766 | loss: 0.0309709 | val_loss: 0.0313061 | Time: 2074.25 ms [2021-05-02 21:47:15 main:581] : INFO : Epoch 1767 | loss: 0.0309737 | val_loss: 0.0312843 | Time: 2052.78 ms [2021-05-02 21:47:17 main:581] : INFO : Epoch 1768 | loss: 0.0309815 | val_loss: 0.0312954 | Time: 2051.99 ms [2021-05-02 21:47:19 main:581] : INFO : Epoch 1769 | loss: 0.0309785 | val_loss: 0.0312773 | Time: 2061.38 ms [2021-05-02 21:47:21 main:581] : INFO : Epoch 1770 | loss: 0.0309831 | val_loss: 0.0312626 | Time: 2065.4 ms [2021-05-02 21:47:23 main:581] : INFO : Epoch 1771 | loss: 0.0309793 | val_loss: 0.0312826 | Time: 2054.11 ms [2021-05-02 21:47:25 main:581] : INFO : Epoch 1772 | loss: 0.0309797 | val_loss: 0.0312761 | Time: 2045.24 ms [2021-05-02 21:47:27 main:581] : INFO : Epoch 1773 | loss: 0.030989 | val_loss: 0.0312748 | Time: 2057.06 ms [2021-05-02 21:47:29 main:581] : INFO : Epoch 1774 | loss: 0.0309844 | val_loss: 0.0312945 | Time: 2042.88 ms [2021-05-02 21:47:31 main:581] : INFO : Epoch 1775 | loss: 0.03098 | val_loss: 0.0312724 | Time: 2052.99 ms [2021-05-02 21:47:33 main:581] : INFO : Epoch 1776 | loss: 0.0309755 | val_loss: 0.0313044 | Time: 2031.05 ms [2021-05-02 21:47:35 main:581] : INFO : Epoch 1777 | loss: 0.0309732 | val_loss: 0.0312844 | Time: 2004.98 ms [2021-05-02 21:47:37 main:581] : INFO : Epoch 1778 | loss: 0.0309707 | val_loss: 0.0312591 | Time: 2054.03 ms [2021-05-02 21:47:39 main:581] : INFO : Epoch 1779 | loss: 0.0309791 | val_loss: 0.0312728 | Time: 2088.92 ms [2021-05-02 21:47:41 main:581] : INFO : Epoch 1780 | loss: 0.0309807 | val_loss: 0.031302 | Time: 2081.57 ms [2021-05-02 21:47:43 main:581] : INFO : Epoch 1781 | loss: 0.0309736 | val_loss: 0.0312525 | Time: 2072.94 ms [2021-05-02 21:47:46 main:581] : INFO : Epoch 1782 | loss: 0.0309788 | val_loss: 0.0312825 | Time: 2104.67 ms [2021-05-02 21:47:48 main:581] : INFO : Epoch 1783 | loss: 0.0309806 | val_loss: 0.0312733 | Time: 2045.46 ms [2021-05-02 21:47:50 main:581] : INFO : Epoch 1784 | loss: 0.0309703 | val_loss: 0.0313042 | Time: 2063.26 ms [2021-05-02 21:47:52 main:581] : INFO : Epoch 1785 | loss: 0.0309752 | val_loss: 0.0312489 | Time: 2022.5 ms [2021-05-02 21:47:54 main:581] : INFO : Epoch 1786 | loss: 0.0309822 | val_loss: 0.0313015 | Time: 1989.61 ms [2021-05-02 21:47:56 main:581] : INFO : Epoch 1787 | loss: 0.0309792 | val_loss: 0.0312792 | Time: 2065.31 ms [2021-05-02 21:47:58 main:581] : INFO : Epoch 1788 | loss: 0.030971 | val_loss: 0.0312841 | Time: 2004.26 ms [2021-05-02 21:48:00 main:581] : INFO : Epoch 1789 | loss: 0.0309761 | val_loss: 0.0312688 | Time: 2088.01 ms [2021-05-02 21:48:02 main:581] : INFO : Epoch 1790 | loss: 0.030988 | val_loss: 0.0312854 | Time: 2045.34 ms [2021-05-02 21:48:04 main:581] : INFO : Epoch 1791 | loss: 0.030983 | val_loss: 0.0312891 | Time: 2048.33 ms [2021-05-02 21:48:06 main:581] : INFO : Epoch 1792 | loss: 0.0309741 | val_loss: 0.0312811 | Time: 1944.91 ms [2021-05-02 21:48:08 main:581] : INFO : Epoch 1793 | loss: 0.0309719 | val_loss: 0.0312883 | Time: 2017.89 ms [2021-05-02 21:48:10 main:581] : INFO : Epoch 1794 | loss: 0.0309693 | val_loss: 0.0313029 | Time: 2017.11 ms [2021-05-02 21:48:12 main:581] : INFO : Epoch 1795 | loss: 0.0309774 | val_loss: 0.0312876 | Time: 2025.69 ms [2021-05-02 21:48:14 main:581] : INFO : Epoch 1796 | loss: 0.0309892 | val_loss: 0.0312926 | Time: 2073.07 ms [2021-05-02 21:48:16 main:581] : INFO : Epoch 1797 | loss: 0.0309715 | val_loss: 0.0312697 | Time: 2013.33 ms [2021-05-02 21:48:18 main:581] : INFO : Epoch 1798 | loss: 0.0309673 | val_loss: 0.0312954 | Time: 2049.06 ms [2021-05-02 21:48:20 main:581] : INFO : Epoch 1799 | loss: 0.0309661 | val_loss: 0.0312628 | Time: 2060.07 ms [2021-05-02 21:48:22 main:581] : INFO : Epoch 1800 | loss: 0.0309691 | val_loss: 0.0312845 | Time: 2027.83 ms [2021-05-02 21:48:24 main:581] : INFO : Epoch 1801 | loss: 0.0309724 | val_loss: 0.0312893 | Time: 2085.07 ms [2021-05-02 21:48:26 main:581] : INFO : Epoch 1802 | loss: 0.030985 | val_loss: 0.0312981 | Time: 2030.62 ms [2021-05-02 21:48:28 main:581] : INFO : Epoch 1803 | loss: 0.0309836 | val_loss: 0.0312967 | Time: 2067.56 ms [2021-05-02 21:48:30 main:581] : INFO : Epoch 1804 | loss: 0.0309784 | val_loss: 0.0312949 | Time: 2060.72 ms [2021-05-02 21:48:32 main:581] : INFO : Epoch 1805 | loss: 0.0309843 | val_loss: 0.0312873 | Time: 2039.82 ms [2021-05-02 21:48:34 main:581] : INFO : Epoch 1806 | loss: 0.0309827 | val_loss: 0.0312612 | Time: 2054.79 ms [2021-05-02 21:48:37 main:581] : INFO : Epoch 1807 | loss: 0.0309841 | val_loss: 0.0312749 | Time: 2045.26 ms [2021-05-02 21:48:39 main:581] : INFO : Epoch 1808 | loss: 0.030982 | val_loss: 0.031295 | Time: 2065.42 ms [2021-05-02 21:48:41 main:581] : INFO : Epoch 1809 | loss: 0.0309803 | val_loss: 0.0312719 | Time: 2074.79 ms [2021-05-02 21:48:43 main:581] : INFO : Epoch 1810 | loss: 0.0309777 | val_loss: 0.0313094 | Time: 2164.42 ms [2021-05-02 21:48:45 main:581] : INFO : Epoch 1811 | loss: 0.0309762 | val_loss: 0.0312836 | Time: 2039.27 ms [2021-05-02 21:48:47 main:581] : INFO : Epoch 1812 | loss: 0.0309728 | val_loss: 0.0313098 | Time: 2053.64 ms [2021-05-02 21:48:49 main:581] : INFO : Epoch 1813 | loss: 0.0309738 | val_loss: 0.0312886 | Time: 2239.59 ms [2021-05-02 21:48:51 main:581] : INFO : Epoch 1814 | loss: 0.0309769 | val_loss: 0.0312847 | Time: 2004.32 ms [2021-05-02 21:48:53 main:581] : INFO : Epoch 1815 | loss: 0.0309771 | val_loss: 0.0312958 | Time: 2056.91 ms [2021-05-02 21:48:55 main:581] : INFO : Epoch 1816 | loss: 0.0309752 | val_loss: 0.0312877 | Time: 2050.85 ms [2021-05-02 21:48:57 main:581] : INFO : Epoch 1817 | loss: 0.030977 | val_loss: 0.0313153 | Time: 2050.89 ms [2021-05-02 21:48:59 main:581] : INFO : Epoch 1818 | loss: 0.0309788 | val_loss: 0.0312702 | Time: 2042.97 ms [2021-05-02 21:49:01 main:581] : INFO : Epoch 1819 | loss: 0.03099 | val_loss: 0.0312591 | Time: 2037.72 ms [2021-05-02 21:49:03 main:581] : INFO : Epoch 1820 | loss: 0.030982 | val_loss: 0.0312808 | Time: 2040.54 ms [2021-05-02 21:49:06 main:581] : INFO : Epoch 1821 | loss: 0.0309727 | val_loss: 0.0312768 | Time: 2086.63 ms [2021-05-02 21:49:08 main:581] : INFO : Epoch 1822 | loss: 0.0309769 | val_loss: 0.0312639 | Time: 2042.95 ms [2021-05-02 21:49:10 main:581] : INFO : Epoch 1823 | loss: 0.0309748 | val_loss: 0.0312958 | Time: 2092.85 ms [2021-05-02 21:49:12 main:581] : INFO : Epoch 1824 | loss: 0.0309759 | val_loss: 0.0312839 | Time: 2059.88 ms [2021-05-02 21:49:14 main:581] : INFO : Epoch 1825 | loss: 0.0309754 | val_loss: 0.0312788 | Time: 2089.29 ms [2021-05-02 21:49:16 main:581] : INFO : Epoch 1826 | loss: 0.0309788 | val_loss: 0.0313021 | Time: 2060.3 ms [2021-05-02 21:49:18 main:581] : INFO : Epoch 1827 | loss: 0.0309705 | val_loss: 0.0312798 | Time: 2055.51 ms [2021-05-02 21:49:20 main:581] : INFO : Epoch 1828 | loss: 0.0309732 | val_loss: 0.0312667 | Time: 2036.08 ms [2021-05-02 21:49:22 main:581] : INFO : Epoch 1829 | loss: 0.0309852 | val_loss: 0.0312719 | Time: 2083.59 ms [2021-05-02 21:49:24 main:581] : INFO : Epoch 1830 | loss: 0.0309789 | val_loss: 0.0312772 | Time: 2016.77 ms [2021-05-02 21:49:26 main:581] : INFO : Epoch 1831 | loss: 0.0309697 | val_loss: 0.0312973 | Time: 2063.13 ms [2021-05-02 21:49:28 main:581] : INFO : Epoch 1832 | loss: 0.0309706 | val_loss: 0.031296 | Time: 2034.06 ms [2021-05-02 21:49:30 main:581] : INFO : Epoch 1833 | loss: 0.0309752 | val_loss: 0.0312945 | Time: 2022.69 ms [2021-05-02 21:49:32 main:581] : INFO : Epoch 1834 | loss: 0.0309833 | val_loss: 0.0312806 | Time: 2023.21 ms [2021-05-02 21:49:34 main:581] : INFO : Epoch 1835 | loss: 0.0309834 | val_loss: 0.0312556 | Time: 2046.58 ms [2021-05-02 21:49:36 main:581] : INFO : Epoch 1836 | loss: 0.0309851 | val_loss: 0.0312918 | Time: 2048 ms [2021-05-02 21:49:38 main:581] : INFO : Epoch 1837 | loss: 0.0309784 | val_loss: 0.0312896 | Time: 2099.65 ms [2021-05-02 21:49:40 main:581] : INFO : Epoch 1838 | loss: 0.030977 | val_loss: 0.0313096 | Time: 2054.86 ms [2021-05-02 21:49:42 main:581] : INFO : Epoch 1839 | loss: 0.0309794 | val_loss: 0.0312875 | Time: 2011.48 ms [2021-05-02 21:49:45 main:581] : INFO : Epoch 1840 | loss: 0.0309759 | val_loss: 0.0312997 | Time: 2056.86 ms [2021-05-02 21:49:47 main:581] : INFO : Epoch 1841 | loss: 0.0309784 | val_loss: 0.0312721 | Time: 2068.06 ms [2021-05-02 21:49:49 main:581] : INFO : Epoch 1842 | loss: 0.0309796 | val_loss: 0.0312782 | Time: 2062.08 ms [2021-05-02 21:49:51 main:581] : INFO : Epoch 1843 | loss: 0.0309781 | val_loss: 0.0313302 | Time: 2037.98 ms [2021-05-02 21:49:53 main:581] : INFO : Epoch 1844 | loss: 0.0309792 | val_loss: 0.0312544 | Time: 2016.95 ms [2021-05-02 21:49:55 main:581] : INFO : Epoch 1845 | loss: 0.0309778 | val_loss: 0.0312799 | Time: 2033.53 ms [2021-05-02 21:49:57 main:581] : INFO : Epoch 1846 | loss: 0.0309806 | val_loss: 0.0312832 | Time: 2053.88 ms [2021-05-02 21:49:59 main:581] : INFO : Epoch 1847 | loss: 0.0309797 | val_loss: 0.0312873 | Time: 2040.72 ms [2021-05-02 21:50:01 main:581] : INFO : Epoch 1848 | loss: 0.0309785 | val_loss: 0.0312844 | Time: 2040.31 ms [2021-05-02 21:50:03 main:581] : INFO : Epoch 1849 | loss: 0.030969 | val_loss: 0.0312816 | Time: 2035.08 ms [2021-05-02 21:50:05 main:581] : INFO : Epoch 1850 | loss: 0.0309759 | val_loss: 0.0312965 | Time: 2057.39 ms [2021-05-02 21:50:07 main:581] : INFO : Epoch 1851 | loss: 0.0309768 | val_loss: 0.0312752 | Time: 2056.47 ms [2021-05-02 21:50:09 main:581] : INFO : Epoch 1852 | loss: 0.0309782 | val_loss: 0.0313039 | Time: 2036.11 ms [2021-05-02 21:50:11 main:581] : INFO : Epoch 1853 | loss: 0.0309725 | val_loss: 0.0313218 | Time: 2044.6 ms [2021-05-02 21:50:13 main:581] : INFO : Epoch 1854 | loss: 0.0309706 | val_loss: 0.0313242 | Time: 2023.46 ms [2021-05-02 21:50:15 main:581] : INFO : Epoch 1855 | loss: 0.0309742 | val_loss: 0.0312738 | Time: 2066.65 ms [2021-05-02 21:50:17 main:581] : INFO : Epoch 1856 | loss: 0.0309713 | val_loss: 0.0312822 | Time: 2010.27 ms [2021-05-02 21:50:19 main:581] : INFO : Epoch 1857 | loss: 0.0309703 | val_loss: 0.031305 | Time: 2096.76 ms [2021-05-02 21:50:21 main:581] : INFO : Epoch 1858 | loss: 0.0309682 | val_loss: 0.0312834 | Time: 2019.21 ms [2021-05-02 21:50:23 main:581] : INFO : Epoch 1859 | loss: 0.0309718 | val_loss: 0.031276 | Time: 2061.6 ms [2021-05-02 21:50:25 main:581] : INFO : Epoch 1860 | loss: 0.0309752 | val_loss: 0.0312429 | Time: 2015.21 ms [2021-05-02 21:50:27 main:581] : INFO : Epoch 1861 | loss: 0.0309816 | val_loss: 0.0313056 | Time: 1982.05 ms [2021-05-02 21:50:29 main:581] : INFO : Epoch 1862 | loss: 0.0309791 | val_loss: 0.0313523 | Time: 1981.77 ms [2021-05-02 21:50:31 main:581] : INFO : Epoch 1863 | loss: 0.0309891 | val_loss: 0.0312994 | Time: 2069.88 ms [2021-05-02 21:50:33 main:581] : INFO : Epoch 1864 | loss: 0.0309762 | val_loss: 0.0313006 | Time: 2039.44 ms [2021-05-02 21:50:35 main:581] : INFO : Epoch 1865 | loss: 0.0309709 | val_loss: 0.0313027 | Time: 2016.44 ms [2021-05-02 21:50:38 main:581] : INFO : Epoch 1866 | loss: 0.0309703 | val_loss: 0.0312853 | Time: 2044.96 ms [2021-05-02 21:50:40 main:581] : INFO : Epoch 1867 | loss: 0.0309718 | val_loss: 0.0312789 | Time: 2070.71 ms [2021-05-02 21:50:42 main:581] : INFO : Epoch 1868 | loss: 0.0309699 | val_loss: 0.0312977 | Time: 2044.62 ms [2021-05-02 21:50:44 main:581] : INFO : Epoch 1869 | loss: 0.03097 | val_loss: 0.0312778 | Time: 2030.08 ms [2021-05-02 21:50:46 main:581] : INFO : Epoch 1870 | loss: 0.0309769 | val_loss: 0.0312564 | Time: 2042.46 ms [2021-05-02 21:50:48 main:581] : INFO : Epoch 1871 | loss: 0.030972 | val_loss: 0.03129 | Time: 2035.66 ms [2021-05-02 21:50:50 main:581] : INFO : Epoch 1872 | loss: 0.0309756 | val_loss: 0.0312829 | Time: 2106.59 ms [2021-05-02 21:50:52 main:581] : INFO : Epoch 1873 | loss: 0.0309824 | val_loss: 0.0312785 | Time: 2054.68 ms [2021-05-02 21:50:54 main:581] : INFO : Epoch 1874 | loss: 0.0309776 | val_loss: 0.0312833 | Time: 2021.52 ms [2021-05-02 21:50:56 main:581] : INFO : Epoch 1875 | loss: 0.0309719 | val_loss: 0.0312858 | Time: 2042.85 ms [2021-05-02 21:50:58 main:581] : INFO : Epoch 1876 | loss: 0.0309731 | val_loss: 0.0312619 | Time: 2025.14 ms [2021-05-02 21:51:00 main:581] : INFO : Epoch 1877 | loss: 0.030982 | val_loss: 0.0312435 | Time: 2030.86 ms [2021-05-02 21:51:02 main:581] : INFO : Epoch 1878 | loss: 0.0309874 | val_loss: 0.0312922 | Time: 2051.59 ms [2021-05-02 21:51:04 main:581] : INFO : Epoch 1879 | loss: 0.0309798 | val_loss: 0.0312985 | Time: 2035.83 ms [2021-05-02 21:51:06 main:581] : INFO : Epoch 1880 | loss: 0.0309787 | val_loss: 0.0312551 | Time: 2016.27 ms [2021-05-02 21:51:08 main:581] : INFO : Epoch 1881 | loss: 0.0309763 | val_loss: 0.0313101 | Time: 2052.44 ms [2021-05-02 21:51:10 main:581] : INFO : Epoch 1882 | loss: 0.0309789 | val_loss: 0.0312702 | Time: 2031.63 ms [2021-05-02 21:51:12 main:581] : INFO : Epoch 1883 | loss: 0.030971 | val_loss: 0.0313091 | Time: 2045.13 ms [2021-05-02 21:51:14 main:581] : INFO : Epoch 1884 | loss: 0.030966 | val_loss: 0.0312884 | Time: 2138.87 ms [2021-05-02 21:51:16 main:581] : INFO : Epoch 1885 | loss: 0.0309797 | val_loss: 0.0312859 | Time: 2081.78 ms [2021-05-02 21:51:19 main:581] : INFO : Epoch 1886 | loss: 0.0309784 | val_loss: 0.0312581 | Time: 2011.93 ms [2021-05-02 21:51:21 main:581] : INFO : Epoch 1887 | loss: 0.0309813 | val_loss: 0.0313099 | Time: 2083.04 ms [2021-05-02 21:51:23 main:581] : INFO : Epoch 1888 | loss: 0.0309801 | val_loss: 0.0312856 | Time: 2031.84 ms [2021-05-02 21:51:25 main:581] : INFO : Epoch 1889 | loss: 0.0309778 | val_loss: 0.0312673 | Time: 2027.43 ms [2021-05-02 21:51:27 main:581] : INFO : Epoch 1890 | loss: 0.0309768 | val_loss: 0.0312592 | Time: 2039.47 ms [2021-05-02 21:51:29 main:581] : INFO : Epoch 1891 | loss: 0.0309741 | val_loss: 0.0312949 | Time: 2037.18 ms [2021-05-02 21:51:31 main:581] : INFO : Epoch 1892 | loss: 0.0309767 | val_loss: 0.0313204 | Time: 2039.26 ms [2021-05-02 21:51:33 main:581] : INFO : Epoch 1893 | loss: 0.0309753 | val_loss: 0.031273 | Time: 2015.32 ms [2021-05-02 21:51:35 main:581] : INFO : Epoch 1894 | loss: 0.0309767 | val_loss: 0.0312825 | Time: 1984.74 ms [2021-05-02 21:51:37 main:581] : INFO : Epoch 1895 | loss: 0.030968 | val_loss: 0.0312895 | Time: 2061.43 ms [2021-05-02 21:51:39 main:581] : INFO : Epoch 1896 | loss: 0.0309689 | val_loss: 0.0312775 | Time: 2044.34 ms [2021-05-02 21:51:41 main:581] : INFO : Epoch 1897 | loss: 0.0309733 | val_loss: 0.0312986 | Time: 2031.26 ms [2021-05-02 21:51:43 main:581] : INFO : Epoch 1898 | loss: 0.0309707 | val_loss: 0.031282 | Time: 1940.64 ms [2021-05-02 21:51:45 main:581] : INFO : Epoch 1899 | loss: 0.0309787 | val_loss: 0.031275 | Time: 2067.41 ms [2021-05-02 21:51:47 main:581] : INFO : Epoch 1900 | loss: 0.0309764 | val_loss: 0.031274 | Time: 2060.54 ms [2021-05-02 21:51:49 main:581] : INFO : Epoch 1901 | loss: 0.0309779 | val_loss: 0.031294 | Time: 2061.04 ms [2021-05-02 21:51:51 main:581] : INFO : Epoch 1902 | loss: 0.0309782 | val_loss: 0.0312814 | Time: 2077 ms [2021-05-02 21:51:53 main:581] : INFO : Epoch 1903 | loss: 0.0309832 | val_loss: 0.0312808 | Time: 2035.31 ms [2021-05-02 21:51:55 main:581] : INFO : Epoch 1904 | loss: 0.0309739 | val_loss: 0.0312823 | Time: 2070.55 ms [2021-05-02 21:51:57 main:581] : INFO : Epoch 1905 | loss: 0.0309684 | val_loss: 0.0312949 | Time: 2042.96 ms [2021-05-02 21:51:59 main:581] : INFO : Epoch 1906 | loss: 0.030974 | val_loss: 0.0312748 | Time: 2055.17 ms [2021-05-02 21:52:01 main:581] : INFO : Epoch 1907 | loss: 0.0309796 | val_loss: 0.0312926 | Time: 2068.93 ms [2021-05-02 21:52:04 main:581] : INFO : Epoch 1908 | loss: 0.0309675 | val_loss: 0.0313064 | Time: 2153.37 ms [2021-05-02 21:52:06 main:581] : INFO : Epoch 1909 | loss: 0.0309746 | val_loss: 0.0312551 | Time: 2075.7 ms [2021-05-02 21:52:08 main:581] : INFO : Epoch 1910 | loss: 0.030982 | val_loss: 0.0312706 | Time: 2039.36 ms [2021-05-02 21:52:10 main:581] : INFO : Epoch 1911 | loss: 0.0309765 | val_loss: 0.0313153 | Time: 2131.22 ms [2021-05-02 21:52:12 main:581] : INFO : Epoch 1912 | loss: 0.0309719 | val_loss: 0.0312757 | Time: 2236.3 ms [2021-05-02 21:52:14 main:581] : INFO : Epoch 1913 | loss: 0.0309743 | val_loss: 0.0313101 | Time: 2022.91 ms [2021-05-02 21:52:16 main:581] : INFO : Epoch 1914 | loss: 0.0309866 | val_loss: 0.0312942 | Time: 2059.58 ms [2021-05-02 21:52:18 main:581] : INFO : Epoch 1915 | loss: 0.0309876 | val_loss: 0.0312863 | Time: 2033 ms [2021-05-02 21:52:20 main:581] : INFO : Epoch 1916 | loss: 0.0309817 | val_loss: 0.0312637 | Time: 2069.98 ms [2021-05-02 21:52:22 main:581] : INFO : Epoch 1917 | loss: 0.0309772 | val_loss: 0.0312719 | Time: 2053.92 ms [2021-05-02 21:52:24 main:581] : INFO : Epoch 1918 | loss: 0.0309704 | val_loss: 0.0312834 | Time: 1996.76 ms [2021-05-02 21:52:26 main:581] : INFO : Epoch 1919 | loss: 0.0309747 | val_loss: 0.0312916 | Time: 2044.57 ms [2021-05-02 21:52:28 main:581] : INFO : Epoch 1920 | loss: 0.0309802 | val_loss: 0.0312701 | Time: 2032.24 ms [2021-05-02 21:52:30 main:581] : INFO : Epoch 1921 | loss: 0.0309821 | val_loss: 0.0312772 | Time: 2043.58 ms [2021-05-02 21:52:32 main:581] : INFO : Epoch 1922 | loss: 0.0309765 | val_loss: 0.0312634 | Time: 2038.25 ms [2021-05-02 21:52:34 main:581] : INFO : Epoch 1923 | loss: 0.0309722 | val_loss: 0.0312828 | Time: 2024.87 ms [2021-05-02 21:52:36 main:581] : INFO : Epoch 1924 | loss: 0.0309709 | val_loss: 0.0312931 | Time: 2050.55 ms [2021-05-02 21:52:39 main:581] : INFO : Epoch 1925 | loss: 0.0309691 | val_loss: 0.0312766 | Time: 2043.28 ms [2021-05-02 21:52:41 main:581] : INFO : Epoch 1926 | loss: 0.0309712 | val_loss: 0.0313241 | Time: 2027.56 ms [2021-05-02 21:52:43 main:581] : INFO : Epoch 1927 | loss: 0.0309678 | val_loss: 0.0312699 | Time: 2047.13 ms [2021-05-02 21:52:45 main:581] : INFO : Epoch 1928 | loss: 0.0309695 | val_loss: 0.0313059 | Time: 2046.41 ms [2021-05-02 21:52:47 main:581] : INFO : Epoch 1929 | loss: 0.0309737 | val_loss: 0.0313136 | Time: 2062.24 ms [2021-05-02 21:52:49 main:581] : INFO : Epoch 1930 | loss: 0.0309849 | val_loss: 0.0312691 | Time: 2033.89 ms [2021-05-02 21:52:51 main:581] : INFO : Epoch 1931 | loss: 0.0309754 | val_loss: 0.0312787 | Time: 2030.5 ms [2021-05-02 21:52:53 main:581] : INFO : Epoch 1932 | loss: 0.0309693 | val_loss: 0.0313089 | Time: 2040.29 ms [2021-05-02 21:52:55 main:581] : INFO : Epoch 1933 | loss: 0.0309706 | val_loss: 0.0312993 | Time: 2067.41 ms [2021-05-02 21:52:57 main:581] : INFO : Epoch 1934 | loss: 0.0309684 | val_loss: 0.0312661 | Time: 2058.69 ms [2021-05-02 21:52:59 main:581] : INFO : Epoch 1935 | loss: 0.0309655 | val_loss: 0.0312934 | Time: 2039.95 ms [2021-05-02 21:53:01 main:581] : INFO : Epoch 1936 | loss: 0.0309709 | val_loss: 0.0312778 | Time: 2050.61 ms [2021-05-02 21:53:03 main:581] : INFO : Epoch 1937 | loss: 0.0309638 | val_loss: 0.0312958 | Time: 2047.93 ms [2021-05-02 21:53:05 main:581] : INFO : Epoch 1938 | loss: 0.0309681 | val_loss: 0.0312863 | Time: 2059.5 ms [2021-05-02 21:53:07 main:581] : INFO : Epoch 1939 | loss: 0.0309901 | val_loss: 0.031285 | Time: 2003.8 ms [2021-05-02 21:53:09 main:581] : INFO : Epoch 1940 | loss: 0.0309788 | val_loss: 0.0313037 | Time: 2049.69 ms [2021-05-02 21:53:11 main:581] : INFO : Epoch 1941 | loss: 0.0309768 | val_loss: 0.0312756 | Time: 2066.14 ms [2021-05-02 21:53:13 main:581] : INFO : Epoch 1942 | loss: 0.0310068 | val_loss: 0.0314434 | Time: 2059.71 ms [2021-05-02 21:53:15 main:581] : INFO : Epoch 1943 | loss: 0.035662 | val_loss: 0.0359847 | Time: 2056.17 ms [2021-05-02 21:53:17 main:581] : INFO : Epoch 1944 | loss: 0.0322373 | val_loss: 0.0314988 | Time: 2062.82 ms [2021-05-02 21:53:19 main:581] : INFO : Epoch 1945 | loss: 0.0314152 | val_loss: 0.0312871 | Time: 2045.36 ms [2021-05-02 21:53:22 main:581] : INFO : Epoch 1946 | loss: 0.0312762 | val_loss: 0.0312581 | Time: 2010.24 ms [2021-05-02 21:53:24 main:581] : INFO : Epoch 1947 | loss: 0.0312564 | val_loss: 0.0312526 | Time: 2049.08 ms [2021-05-02 21:53:26 main:581] : INFO : Epoch 1948 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1971.86 ms [2021-05-02 21:53:28 main:581] : INFO : Epoch 1949 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 2037.67 ms [2021-05-02 21:53:30 main:581] : INFO : Epoch 1950 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2076.39 ms [2021-05-02 21:53:32 main:581] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2060.43 ms [2021-05-02 21:53:34 main:581] : INFO : Epoch 1952 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2051.09 ms [2021-05-02 21:53:36 main:581] : INFO : Epoch 1953 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2074.61 ms [2021-05-02 21:53:38 main:581] : INFO : Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2273.49 ms [2021-05-02 21:53:40 main:581] : INFO : Epoch 1955 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2024.26 ms [2021-05-02 21:53:42 main:581] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2057.69 ms [2021-05-02 21:53:44 main:581] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2012.7 ms [2021-05-02 21:53:46 main:581] : INFO : Epoch 1958 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2065.54 ms [2021-05-02 21:53:48 main:581] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2040.81 ms [2021-05-02 21:53:50 main:581] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2033.82 ms [2021-05-02 21:53:52 main:581] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.03125 | Time: 2025.44 ms [2021-05-02 21:53:54 main:581] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2060.4 ms [2021-05-02 21:53:56 main:581] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2043.36 ms [2021-05-02 21:53:58 main:581] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 2026.51 ms [2021-05-02 21:54:00 main:581] : INFO : Epoch 1965 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2002.17 ms [2021-05-02 21:54:03 main:581] : INFO : Epoch 1966 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2047.77 ms [2021-05-02 21:54:05 main:581] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2042.51 ms [2021-05-02 21:54:07 main:581] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2014.78 ms [2021-05-02 21:54:09 main:581] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2040.59 ms [2021-05-02 21:54:11 main:581] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2002.69 ms [2021-05-02 21:54:13 main:581] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2027.45 ms [2021-05-02 21:54:15 main:581] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2038.63 ms [2021-05-02 21:54:17 main:581] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2045.43 ms [2021-05-02 21:54:19 main:581] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.03125 | Time: 2027.3 ms [2021-05-02 21:54:21 main:581] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2058.76 ms [2021-05-02 21:54:23 main:581] : INFO : Epoch 1976 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2054.91 ms [2021-05-02 21:54:25 main:581] : INFO : Epoch 1977 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2056.82 ms [2021-05-02 21:54:27 main:581] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2054.57 ms [2021-05-02 21:54:29 main:581] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2046.7 ms [2021-05-02 21:54:31 main:581] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2058.08 ms [2021-05-02 21:54:33 main:581] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2040.23 ms [2021-05-02 21:54:35 main:581] : INFO : Epoch 1982 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2022.88 ms [2021-05-02 21:54:37 main:581] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2066.54 ms [2021-05-02 21:54:39 main:581] : INFO : Epoch 1984 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2074.39 ms [2021-05-02 21:54:41 main:581] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2042.41 ms [2021-05-02 21:54:43 main:581] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2052.41 ms [2021-05-02 21:54:46 main:581] : INFO : Epoch 1987 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2106.53 ms [2021-05-02 21:54:48 main:581] : INFO : Epoch 1988 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2100.1 ms [2021-05-02 21:54:50 main:581] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2088.48 ms [2021-05-02 21:54:52 main:581] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2056.62 ms [2021-05-02 21:54:54 main:581] : INFO : Epoch 1991 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2039.49 ms [2021-05-02 21:54:56 main:581] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2068.19 ms [2021-05-02 21:54:58 main:581] : INFO : Epoch 1993 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2059.28 ms [2021-05-02 21:55:00 main:581] : INFO : Epoch 1994 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2007.83 ms [2021-05-02 21:55:02 main:581] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2040.57 ms [2021-05-02 21:55:04 main:581] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2023.31 ms [2021-05-02 21:55:06 main:581] : INFO : Epoch 1997 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 2050.18 ms [2021-05-02 21:55:08 main:581] : INFO : Epoch 1998 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2092.18 ms [2021-05-02 21:55:10 main:581] : INFO : Epoch 1999 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2029.41 ms [2021-05-02 21:55:12 main:581] : INFO : Epoch 2000 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2065.96 ms [2021-05-02 21:55:14 main:581] : INFO : Epoch 2001 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2087.94 ms [2021-05-02 21:55:17 main:581] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2175.22 ms [2021-05-02 21:55:19 main:581] : INFO : Epoch 2003 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2082.18 ms [2021-05-02 21:55:21 main:581] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2070.95 ms [2021-05-02 21:55:23 main:581] : INFO : Epoch 2005 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2039.77 ms [2021-05-02 21:55:25 main:581] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2051.68 ms [2021-05-02 21:55:27 main:581] : INFO : Epoch 2007 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2013.7 ms [2021-05-02 21:55:29 main:581] : INFO : Epoch 2008 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2022.56 ms [2021-05-02 21:55:31 main:581] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2001.96 ms [2021-05-02 21:55:33 main:581] : INFO : Epoch 2010 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2017.98 ms [2021-05-02 21:55:35 main:581] : INFO : Epoch 2011 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 2021.32 ms [2021-05-02 21:55:37 main:581] : INFO : Epoch 2012 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2027.65 ms [2021-05-02 21:55:39 main:581] : INFO : Epoch 2013 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2033.11 ms [2021-05-02 21:55:41 main:581] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2051.96 ms [2021-05-02 21:55:43 main:581] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2040.6 ms [2021-05-02 21:55:45 main:581] : INFO : Epoch 2016 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1993.99 ms [2021-05-02 21:55:47 main:581] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2045.71 ms [2021-05-02 21:55:49 main:581] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2055.74 ms [2021-05-02 21:55:51 main:581] : INFO : Epoch 2019 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2062.65 ms [2021-05-02 21:55:53 main:581] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2020.92 ms [2021-05-02 21:55:55 main:581] : INFO : Epoch 2021 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2033.97 ms [2021-05-02 21:55:57 main:581] : INFO : Epoch 2022 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1998.13 ms [2021-05-02 21:55:59 main:581] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2007.36 ms [2021-05-02 21:56:01 main:581] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2053.4 ms [2021-05-02 21:56:03 main:581] : INFO : Epoch 2025 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2010.34 ms [2021-05-02 21:56:05 main:581] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2007.97 ms [2021-05-02 21:56:07 main:581] : INFO : Epoch 2027 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2058.78 ms [2021-05-02 21:56:09 main:581] : INFO : Epoch 2028 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 2127.28 ms [2021-05-02 21:56:12 main:581] : INFO : Epoch 2029 | loss: 0.0312506 | val_loss: 0.0312594 | Time: 2076.82 ms [2021-05-02 21:56:14 main:581] : INFO : Epoch 2030 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 2046.3 ms [2021-05-02 21:56:16 main:581] : INFO : Epoch 2031 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2047.37 ms [2021-05-02 21:56:18 main:581] : INFO : Epoch 2032 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2024.06 ms [2021-05-02 21:56:20 main:581] : INFO : Epoch 2033 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2046.34 ms [2021-05-02 21:56:22 main:581] : INFO : Epoch 2034 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2015.37 ms [2021-05-02 21:56:24 main:581] : INFO : Epoch 2035 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2017.77 ms [2021-05-02 21:56:26 main:581] : INFO : Epoch 2036 | loss: 0.0312489 | val_loss: 0.031251 | Time: 2036.24 ms [2021-05-02 21:56:28 main:581] : INFO : Epoch 2037 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2090.07 ms [2021-05-02 21:56:30 main:581] : INFO : Epoch 2038 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 2069.22 ms [2021-05-02 21:56:32 main:581] : INFO : Epoch 2039 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2144.1 ms [2021-05-02 21:56:34 main:581] : INFO : Epoch 2040 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2039.23 ms [2021-05-02 21:56:36 main:581] : INFO : Epoch 2041 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2214.68 ms [2021-05-02 21:56:38 main:581] : INFO : Epoch 2042 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 2028.83 ms [2021-05-02 21:56:40 main:581] : INFO : Epoch 2043 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 2030.5 ms [2021-05-02 21:56:42 main:581] : INFO : Epoch 2044 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2043.76 ms [2021-05-02 21:56:44 main:581] : INFO : Epoch 2045 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2024.61 ms [2021-05-02 21:56:47 main:581] : INFO : Epoch 2046 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2029.85 ms [2021-05-02 21:56:49 main:581] : INFO : Epoch 2047 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 2047.38 ms [2021-05-02 21:56:51 main:581] : INFO : Epoch 2048 | loss: 0.0312493 | val_loss: 0.0312545 | Time: 2027.42 ms [2021-05-02 21:56:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312545 [2021-05-02 21:56:51 main:610] : INFO : Saving end state to config to file [2021-05-02 21:56:51 main:615] : INFO : Success, exiting.. 21:56:51 (565805): 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)