Task 5196880
| Name | ParityModified-1619234943-21338-3_1 |
| Workunit | 3103051 |
| Created | 16 May 2021, 10:57:46 UTC |
| Sent | 16 May 2021, 12:42:29 UTC |
| Report deadline | 23 May 2021, 12:42:29 UTC |
| Received | 16 May 2021, 14:47:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 12 min 10 sec |
| CPU time | 1 hours 9 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 021-05-16 21:36:55 main:574] : INFO : Epoch 1542 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 2029.5 ms [2021-05-16 21:36:57 main:574] : INFO : Epoch 1543 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 2051.55 ms [2021-05-16 21:36:59 main:574] : INFO : Epoch 1544 | loss: 0.0311892 | val_loss: 0.031197 | Time: 2040.9 ms [2021-05-16 21:37:01 main:574] : INFO : Epoch 1545 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 2033.88 ms [2021-05-16 21:37:04 main:574] : INFO : Epoch 1546 | loss: 0.0311893 | val_loss: 0.0311889 | Time: 2069.26 ms [2021-05-16 21:37:06 main:574] : INFO : Epoch 1547 | loss: 0.0311879 | val_loss: 0.031189 | Time: 2049.06 ms [2021-05-16 21:37:08 main:574] : INFO : Epoch 1548 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 2043.52 ms [2021-05-16 21:37:10 main:574] : INFO : Epoch 1549 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 2010.4 ms [2021-05-16 21:37:12 main:574] : INFO : Epoch 1550 | loss: 0.0311883 | val_loss: 0.0311877 | Time: 2077.28 ms [2021-05-16 21:37:14 main:574] : INFO : Epoch 1551 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 2039.7 ms [2021-05-16 21:37:16 main:574] : INFO : Epoch 1552 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 2044.44 ms [2021-05-16 21:37:18 main:574] : INFO : Epoch 1553 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 2054.05 ms [2021-05-16 21:37:21 main:574] : INFO : Epoch 1554 | loss: 0.0311851 | val_loss: 0.031188 | Time: 2059.57 ms [2021-05-16 21:37:23 main:574] : INFO : Epoch 1555 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 2067.95 ms [2021-05-16 21:37:25 main:574] : INFO : Epoch 1556 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 2047.34 ms [2021-05-16 21:37:27 main:574] : INFO : Epoch 1557 | loss: 0.0311832 | val_loss: 0.0311873 | Time: 2058.56 ms [2021-05-16 21:37:29 main:574] : INFO : Epoch 1558 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 2092.73 ms [2021-05-16 21:37:32 main:574] : INFO : Epoch 1559 | loss: 0.0311834 | val_loss: 0.0311879 | Time: 2042.11 ms [2021-05-16 21:37:34 main:574] : INFO : Epoch 1560 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 2055.36 ms [2021-05-16 21:37:36 main:574] : INFO : Epoch 1561 | loss: 0.0311847 | val_loss: 0.0311867 | Time: 2023.16 ms [2021-05-16 21:37:38 main:574] : INFO : Epoch 1562 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 2032.93 ms [2021-05-16 21:37:40 main:574] : INFO : Epoch 1563 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 2032.1 ms [2021-05-16 21:37:42 main:574] : INFO : Epoch 1564 | loss: 0.0311844 | val_loss: 0.03119 | Time: 2030.56 ms [2021-05-16 21:37:44 main:574] : INFO : Epoch 1565 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 2038.96 ms [2021-05-16 21:37:46 main:574] : INFO : Epoch 1566 | loss: 0.0311934 | val_loss: 0.0311926 | Time: 2039.42 ms [2021-05-16 21:37:48 main:574] : INFO : Epoch 1567 | loss: 0.0317723 | val_loss: 0.0313211 | Time: 2059.65 ms [2021-05-16 21:37:51 main:574] : INFO : Epoch 1568 | loss: 0.0345836 | val_loss: 0.0327225 | Time: 2037.87 ms [2021-05-16 21:37:53 main:574] : INFO : Epoch 1569 | loss: 0.0320633 | val_loss: 0.0314733 | Time: 2033.3 ms [2021-05-16 21:37:55 main:574] : INFO : Epoch 1570 | loss: 0.0313726 | val_loss: 0.0312698 | Time: 2029.04 ms [2021-05-16 21:37:57 main:574] : INFO : Epoch 1571 | loss: 0.0312552 | val_loss: 0.0312398 | Time: 2027.13 ms [2021-05-16 21:37:59 main:574] : INFO : Epoch 1572 | loss: 0.0312257 | val_loss: 0.031218 | Time: 2034.77 ms [2021-05-16 21:38:01 main:574] : INFO : Epoch 1573 | loss: 0.0312093 | val_loss: 0.0312038 | Time: 2019.48 ms [2021-05-16 21:38:03 main:574] : INFO : Epoch 1574 | loss: 0.0311975 | val_loss: 0.0311944 | Time: 2065.25 ms [2021-05-16 21:38:05 main:574] : INFO : Epoch 1575 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 2028.52 ms [2021-05-16 21:38:07 main:574] : INFO : Epoch 1576 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 2050.37 ms [2021-05-16 21:38:09 main:574] : INFO : Epoch 1577 | loss: 0.0311891 | val_loss: 0.0311884 | Time: 2036.08 ms [2021-05-16 21:38:12 main:574] : INFO : Epoch 1578 | loss: 0.031187 | val_loss: 0.0311907 | Time: 2035.74 ms [2021-05-16 21:38:14 main:574] : INFO : Epoch 1579 | loss: 0.0311849 | val_loss: 0.031187 | Time: 2040.8 ms [2021-05-16 21:38:16 main:574] : INFO : Epoch 1580 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2052.88 ms [2021-05-16 21:38:18 main:574] : INFO : Epoch 1581 | loss: 0.031183 | val_loss: 0.0311861 | Time: 2039.49 ms [2021-05-16 21:38:20 main:574] : INFO : Epoch 1582 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 2042.07 ms [2021-05-16 21:38:22 main:574] : INFO : Epoch 1583 | loss: 0.031183 | val_loss: 0.0311865 | Time: 2057.75 ms [2021-05-16 21:38:24 main:574] : INFO : Epoch 1584 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 2044.77 ms [2021-05-16 21:38:26 main:574] : INFO : Epoch 1585 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 2026.33 ms [2021-05-16 21:38:29 main:574] : INFO : Epoch 1586 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 2051.81 ms [2021-05-16 21:38:31 main:574] : INFO : Epoch 1587 | loss: 0.0311836 | val_loss: 0.031186 | Time: 2031.78 ms [2021-05-16 21:38:33 main:574] : INFO : Epoch 1588 | loss: 0.0311848 | val_loss: 0.0311874 | Time: 2039.07 ms [2021-05-16 21:38:35 main:574] : INFO : Epoch 1589 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 2043 ms [2021-05-16 21:38:37 main:574] : INFO : Epoch 1590 | loss: 0.031183 | val_loss: 0.0311867 | Time: 2035.47 ms [2021-05-16 21:38:39 main:574] : INFO : Epoch 1591 | loss: 0.0311818 | val_loss: 0.0311878 | Time: 2035.03 ms [2021-05-16 21:38:41 main:574] : INFO : Epoch 1592 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 2028.06 ms [2021-05-16 21:38:43 main:574] : INFO : Epoch 1593 | loss: 0.0311818 | val_loss: 0.0311869 | Time: 2045.49 ms [2021-05-16 21:38:45 main:574] : INFO : Epoch 1594 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 2039.19 ms [2021-05-16 21:38:47 main:574] : INFO : Epoch 1595 | loss: 0.0311814 | val_loss: 0.031192 | Time: 2036.14 ms [2021-05-16 21:38:50 main:574] : INFO : Epoch 1596 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 2027.83 ms [2021-05-16 21:38:52 main:574] : INFO : Epoch 1597 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 2041.14 ms [2021-05-16 21:38:54 main:574] : INFO : Epoch 1598 | loss: 0.0311808 | val_loss: 0.031189 | Time: 2032.3 ms [2021-05-16 21:38:56 main:574] : INFO : Epoch 1599 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2045.55 ms [2021-05-16 21:38:58 main:574] : INFO : Epoch 1600 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 2063.64 ms [2021-05-16 21:39:00 main:574] : INFO : Epoch 1601 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 2027.06 ms [2021-05-16 21:39:02 main:574] : INFO : Epoch 1602 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 2036.26 ms [2021-05-16 21:39:04 main:574] : INFO : Epoch 1603 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 2039.53 ms [2021-05-16 21:39:07 main:574] : INFO : Epoch 1604 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 2042.72 ms [2021-05-16 21:39:09 main:574] : INFO : Epoch 1605 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 2037.84 ms [2021-05-16 21:39:11 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 2041.54 ms [2021-05-16 21:39:13 main:574] : INFO : Epoch 1607 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 2033.87 ms [2021-05-16 21:39:15 main:574] : INFO : Epoch 1608 | loss: 0.0311789 | val_loss: 0.031187 | Time: 2043.83 ms [2021-05-16 21:39:17 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311851 | Time: 2055.18 ms [2021-05-16 21:39:19 main:574] : INFO : Epoch 1610 | loss: 0.0311778 | val_loss: 0.031185 | Time: 2047.6 ms [2021-05-16 21:39:21 main:574] : INFO : Epoch 1611 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 2035.98 ms [2021-05-16 21:39:24 main:574] : INFO : Epoch 1612 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 2022.13 ms [2021-05-16 21:39:26 main:574] : INFO : Epoch 1613 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2036.26 ms [2021-05-16 21:39:28 main:574] : INFO : Epoch 1614 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 2034.86 ms [2021-05-16 21:39:30 main:574] : INFO : Epoch 1615 | loss: 0.031178 | val_loss: 0.0311853 | Time: 2047.14 ms [2021-05-16 21:39:32 main:574] : INFO : Epoch 1616 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 2056.43 ms [2021-05-16 21:39:34 main:574] : INFO : Epoch 1617 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 2032.19 ms [2021-05-16 21:39:36 main:574] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.0311864 | Time: 2016.97 ms [2021-05-16 21:39:38 main:574] : INFO : Epoch 1619 | loss: 0.0311768 | val_loss: 0.0311859 | Time: 2034.92 ms [2021-05-16 21:39:40 main:574] : INFO : Epoch 1620 | loss: 0.031177 | val_loss: 0.0311847 | Time: 2017.82 ms [2021-05-16 21:39:42 main:574] : INFO : Epoch 1621 | loss: 0.031177 | val_loss: 0.0311845 | Time: 2050.95 ms [2021-05-16 21:39:44 main:574] : INFO : Epoch 1622 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 2024.06 ms [2021-05-16 21:39:47 main:574] : INFO : Epoch 1623 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 2049.95 ms [2021-05-16 21:39:49 main:574] : INFO : Epoch 1624 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 2053.91 ms [2021-05-16 21:39:51 main:574] : INFO : Epoch 1625 | loss: 0.0311761 | val_loss: 0.0311861 | Time: 2031.87 ms [2021-05-16 21:39:53 main:574] : INFO : Epoch 1626 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 2036.6 ms [2021-05-16 21:39:55 main:574] : INFO : Epoch 1627 | loss: 0.0311761 | val_loss: 0.0311885 | Time: 2032.46 ms [2021-05-16 21:39:57 main:574] : INFO : Epoch 1628 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 2047.25 ms [2021-05-16 21:39:59 main:574] : INFO : Epoch 1629 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 2049.83 ms [2021-05-16 21:40:02 main:574] : INFO : Epoch 1630 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 2053.54 ms [2021-05-16 21:40:04 main:574] : INFO : Epoch 1631 | loss: 0.0311748 | val_loss: 0.031186 | Time: 2062.11 ms [2021-05-16 21:40:06 main:574] : INFO : Epoch 1632 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 2042.86 ms [2021-05-16 21:40:08 main:574] : INFO : Epoch 1633 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 2038.26 ms [2021-05-16 21:40:10 main:574] : INFO : Epoch 1634 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 2025.56 ms [2021-05-16 21:40:12 main:574] : INFO : Epoch 1635 | loss: 0.0311766 | val_loss: 0.031187 | Time: 2030.54 ms [2021-05-16 21:40:14 main:574] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 2070.33 ms [2021-05-16 21:40:16 main:574] : INFO : Epoch 1637 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 2038.64 ms [2021-05-16 21:40:18 main:574] : INFO : Epoch 1638 | loss: 0.0311736 | val_loss: 0.0311886 | Time: 2042.21 ms [2021-05-16 21:40:21 main:574] : INFO : Epoch 1639 | loss: 0.0311754 | val_loss: 0.0311906 | Time: 2059.64 ms [2021-05-16 21:40:23 main:574] : INFO : Epoch 1640 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2067.25 ms [2021-05-16 21:40:25 main:574] : INFO : Epoch 1641 | loss: 0.031174 | val_loss: 0.0311886 | Time: 2049.45 ms [2021-05-16 21:40:27 main:574] : INFO : Epoch 1642 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 2060.86 ms [2021-05-16 21:40:29 main:574] : INFO : Epoch 1643 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 2056.28 ms [2021-05-16 21:40:31 main:574] : INFO : Epoch 1644 | loss: 0.0311766 | val_loss: 0.031185 | Time: 2019.11 ms [2021-05-16 21:40:33 main:574] : INFO : Epoch 1645 | loss: 0.0311772 | val_loss: 0.0311854 | Time: 2031.15 ms [2021-05-16 21:40:35 main:574] : INFO : Epoch 1646 | loss: 0.0311811 | val_loss: 0.0311987 | Time: 2044.09 ms [2021-05-16 21:40:38 main:574] : INFO : Epoch 1647 | loss: 0.0312012 | val_loss: 0.0312127 | Time: 2049.91 ms [2021-05-16 21:40:40 main:574] : INFO : Epoch 1648 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 2044.77 ms [2021-05-16 21:40:42 main:574] : INFO : Epoch 1649 | loss: 0.0312053 | val_loss: 0.031202 | Time: 2029.13 ms [2021-05-16 21:40:44 main:574] : INFO : Epoch 1650 | loss: 0.0312021 | val_loss: 0.0312008 | Time: 2070.62 ms [2021-05-16 21:40:46 main:574] : INFO : Epoch 1651 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 2034.14 ms [2021-05-16 21:40:48 main:574] : INFO : Epoch 1652 | loss: 0.0311989 | val_loss: 0.0311997 | Time: 2044.02 ms [2021-05-16 21:40:50 main:574] : INFO : Epoch 1653 | loss: 0.0311988 | val_loss: 0.0311996 | Time: 2056.8 ms [2021-05-16 21:40:52 main:574] : INFO : Epoch 1654 | loss: 0.0311974 | val_loss: 0.031197 | Time: 2025.63 ms [2021-05-16 21:40:54 main:574] : INFO : Epoch 1655 | loss: 0.0311969 | val_loss: 0.0311995 | Time: 2047.23 ms [2021-05-16 21:40:57 main:574] : INFO : Epoch 1656 | loss: 0.0311934 | val_loss: 0.0311957 | Time: 2043.3 ms [2021-05-16 21:40:59 main:574] : INFO : Epoch 1657 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 2053.94 ms [2021-05-16 21:41:01 main:574] : INFO : Epoch 1658 | loss: 0.03119 | val_loss: 0.0311957 | Time: 2035.46 ms [2021-05-16 21:41:03 main:574] : INFO : Epoch 1659 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 2049.72 ms [2021-05-16 21:41:05 main:574] : INFO : Epoch 1660 | loss: 0.0311873 | val_loss: 0.031191 | Time: 2021.64 ms [2021-05-16 21:41:07 main:574] : INFO : Epoch 1661 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 2067.73 ms [2021-05-16 21:41:09 main:574] : INFO : Epoch 1662 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 2064.9 ms [2021-05-16 21:41:11 main:574] : INFO : Epoch 1663 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 2027.31 ms [2021-05-16 21:41:13 main:574] : INFO : Epoch 1664 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 2029.89 ms [2021-05-16 21:41:16 main:574] : INFO : Epoch 1665 | loss: 0.0311874 | val_loss: 0.031191 | Time: 2037.17 ms [2021-05-16 21:41:18 main:574] : INFO : Epoch 1666 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2042.78 ms [2021-05-16 21:41:20 main:574] : INFO : Epoch 1667 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 2021.98 ms [2021-05-16 21:41:22 main:574] : INFO : Epoch 1668 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 2036.62 ms [2021-05-16 21:41:24 main:574] : INFO : Epoch 1669 | loss: 0.031184 | val_loss: 0.0311902 | Time: 2037.17 ms [2021-05-16 21:41:26 main:574] : INFO : Epoch 1670 | loss: 0.031184 | val_loss: 0.031191 | Time: 2030.8 ms [2021-05-16 21:41:28 main:574] : INFO : Epoch 1671 | loss: 0.0311835 | val_loss: 0.0311901 | Time: 2034.97 ms [2021-05-16 21:41:30 main:574] : INFO : Epoch 1672 | loss: 0.0311839 | val_loss: 0.0311989 | Time: 2053.01 ms [2021-05-16 21:41:32 main:574] : INFO : Epoch 1673 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 2048.14 ms [2021-05-16 21:41:35 main:574] : INFO : Epoch 1674 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 2039.27 ms [2021-05-16 21:41:37 main:574] : INFO : Epoch 1675 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2052.56 ms [2021-05-16 21:41:39 main:574] : INFO : Epoch 1676 | loss: 0.0311814 | val_loss: 0.0311902 | Time: 2040.94 ms [2021-05-16 21:41:41 main:574] : INFO : Epoch 1677 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 2048.85 ms [2021-05-16 21:41:43 main:574] : INFO : Epoch 1678 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 2041.99 ms [2021-05-16 21:41:45 main:574] : INFO : Epoch 1679 | loss: 0.031181 | val_loss: 0.0311895 | Time: 2026.85 ms [2021-05-16 21:41:47 main:574] : INFO : Epoch 1680 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 2046.53 ms [2021-05-16 21:41:49 main:574] : INFO : Epoch 1681 | loss: 0.031181 | val_loss: 0.0311902 | Time: 2043.83 ms [2021-05-16 21:41:51 main:574] : INFO : Epoch 1682 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 2026.03 ms [2021-05-16 21:41:54 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 2037.59 ms [2021-05-16 21:41:56 main:574] : INFO : Epoch 1684 | loss: 0.031181 | val_loss: 0.03119 | Time: 2029.85 ms [2021-05-16 21:41:58 main:574] : INFO : Epoch 1685 | loss: 0.0311796 | val_loss: 0.0311913 | Time: 2025.92 ms [2021-05-16 21:42:00 main:574] : INFO : Epoch 1686 | loss: 0.0311792 | val_loss: 0.0311921 | Time: 2044.96 ms [2021-05-16 21:42:02 main:574] : INFO : Epoch 1687 | loss: 0.0311822 | val_loss: 0.0311926 | Time: 2043.41 ms [2021-05-16 21:42:04 main:574] : INFO : Epoch 1688 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 2034.3 ms [2021-05-16 21:42:06 main:574] : INFO : Epoch 1689 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 2024.2 ms [2021-05-16 21:42:08 main:574] : INFO : Epoch 1690 | loss: 0.0311791 | val_loss: 0.0311891 | Time: 2028.23 ms [2021-05-16 21:42:10 main:574] : INFO : Epoch 1691 | loss: 0.0311786 | val_loss: 0.0311897 | Time: 2013.97 ms [2021-05-16 21:42:12 main:574] : INFO : Epoch 1692 | loss: 0.0311793 | val_loss: 0.0311952 | Time: 2046.63 ms [2021-05-16 21:42:15 main:574] : INFO : Epoch 1693 | loss: 0.0311798 | val_loss: 0.0311923 | Time: 2029.78 ms [2021-05-16 21:42:17 main:574] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.031192 | Time: 2046.31 ms [2021-05-16 21:42:19 main:574] : INFO : Epoch 1695 | loss: 0.0311794 | val_loss: 0.0311884 | Time: 2050.26 ms [2021-05-16 21:42:21 main:574] : INFO : Epoch 1696 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 2031.79 ms [2021-05-16 21:42:23 main:574] : INFO : Epoch 1697 | loss: 0.0311782 | val_loss: 0.0311914 | Time: 2062.45 ms [2021-05-16 21:42:25 main:574] : INFO : Epoch 1698 | loss: 0.031177 | val_loss: 0.0311894 | Time: 2029.96 ms [2021-05-16 21:42:27 main:574] : INFO : Epoch 1699 | loss: 0.0311773 | val_loss: 0.0311926 | Time: 2041.6 ms [2021-05-16 21:42:29 main:574] : INFO : Epoch 1700 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 2040.4 ms [2021-05-16 21:42:31 main:574] : INFO : Epoch 1701 | loss: 0.0311772 | val_loss: 0.0311876 | Time: 2047.73 ms [2021-05-16 21:42:34 main:574] : INFO : Epoch 1702 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 2049.58 ms [2021-05-16 21:42:36 main:574] : INFO : Epoch 1703 | loss: 0.0311783 | val_loss: 0.031188 | Time: 2037.21 ms [2021-05-16 21:42:38 main:574] : INFO : Epoch 1704 | loss: 0.0311784 | val_loss: 0.0311885 | Time: 2028.52 ms [2021-05-16 21:42:40 main:574] : INFO : Epoch 1705 | loss: 0.0311784 | val_loss: 0.0311917 | Time: 2054.45 ms [2021-05-16 21:42:42 main:574] : INFO : Epoch 1706 | loss: 0.0311778 | val_loss: 0.0311915 | Time: 2024.73 ms [2021-05-16 21:42:44 main:574] : INFO : Epoch 1707 | loss: 0.0311777 | val_loss: 0.0311921 | Time: 2034.55 ms [2021-05-16 21:42:46 main:574] : INFO : Epoch 1708 | loss: 0.0311791 | val_loss: 0.0311962 | Time: 2026.9 ms [2021-05-16 21:42:48 main:574] : INFO : Epoch 1709 | loss: 0.031178 | val_loss: 0.0311928 | Time: 2068.53 ms [2021-05-16 21:42:50 main:574] : INFO : Epoch 1710 | loss: 0.031178 | val_loss: 0.0311919 | Time: 2022.25 ms [2021-05-16 21:42:53 main:574] : INFO : Epoch 1711 | loss: 0.0311788 | val_loss: 0.0311922 | Time: 2032.95 ms [2021-05-16 21:42:55 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311956 | Time: 2031.97 ms [2021-05-16 21:42:57 main:574] : INFO : Epoch 1713 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 2032.31 ms [2021-05-16 21:42:59 main:574] : INFO : Epoch 1714 | loss: 0.0311791 | val_loss: 0.0311927 | Time: 2034.92 ms [2021-05-16 21:43:01 main:574] : INFO : Epoch 1715 | loss: 0.03118 | val_loss: 0.0311905 | Time: 2037.81 ms [2021-05-16 21:43:03 main:574] : INFO : Epoch 1716 | loss: 0.0311778 | val_loss: 0.0311898 | Time: 2070.16 ms [2021-05-16 21:43:05 main:574] : INFO : Epoch 1717 | loss: 0.0311761 | val_loss: 0.0311905 | Time: 2041.75 ms [2021-05-16 21:43:07 main:574] : INFO : Epoch 1718 | loss: 0.0311758 | val_loss: 0.0311906 | Time: 2037.45 ms [2021-05-16 21:43:09 main:574] : INFO : Epoch 1719 | loss: 0.0311758 | val_loss: 0.0311902 | Time: 2036.68 ms [2021-05-16 21:43:12 main:574] : INFO : Epoch 1720 | loss: 0.0311757 | val_loss: 0.031194 | Time: 2037.3 ms [2021-05-16 21:43:14 main:574] : INFO : Epoch 1721 | loss: 0.0311757 | val_loss: 0.0311913 | Time: 2038.96 ms [2021-05-16 21:43:16 main:574] : INFO : Epoch 1722 | loss: 0.031175 | val_loss: 0.031191 | Time: 2055.15 ms [2021-05-16 21:43:18 main:574] : INFO : Epoch 1723 | loss: 0.0311755 | val_loss: 0.031197 | Time: 2055.08 ms [2021-05-16 21:43:20 main:574] : INFO : Epoch 1724 | loss: 0.0311788 | val_loss: 0.0312027 | Time: 2031.33 ms [2021-05-16 21:43:22 main:574] : INFO : Epoch 1725 | loss: 0.0311781 | val_loss: 0.0311921 | Time: 2048.85 ms [2021-05-16 21:43:24 main:574] : INFO : Epoch 1726 | loss: 0.0311786 | val_loss: 0.0311893 | Time: 2074.91 ms [2021-05-16 21:43:26 main:574] : INFO : Epoch 1727 | loss: 0.031177 | val_loss: 0.0311914 | Time: 2043.15 ms [2021-05-16 21:43:29 main:574] : INFO : Epoch 1728 | loss: 0.0311749 | val_loss: 0.03119 | Time: 2033.84 ms [2021-05-16 21:43:31 main:574] : INFO : Epoch 1729 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 2032.13 ms [2021-05-16 21:43:33 main:574] : INFO : Epoch 1730 | loss: 0.0311772 | val_loss: 0.0311914 | Time: 2033.51 ms [2021-05-16 21:43:35 main:574] : INFO : Epoch 1731 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 2053.84 ms [2021-05-16 21:43:37 main:574] : INFO : Epoch 1732 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2049.08 ms [2021-05-16 21:43:39 main:574] : INFO : Epoch 1733 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 2054.17 ms [2021-05-16 21:43:41 main:574] : INFO : Epoch 1734 | loss: 0.0311777 | val_loss: 0.0311882 | Time: 2025.32 ms [2021-05-16 21:43:43 main:574] : INFO : Epoch 1735 | loss: 0.0311812 | val_loss: 0.0311904 | Time: 2038.96 ms [2021-05-16 21:43:45 main:574] : INFO : Epoch 1736 | loss: 0.0311849 | val_loss: 0.031189 | Time: 2049.61 ms [2021-05-16 21:43:48 main:574] : INFO : Epoch 1737 | loss: 0.0311839 | val_loss: 0.0311878 | Time: 2056.47 ms [2021-05-16 21:43:50 main:574] : INFO : Epoch 1738 | loss: 0.0311844 | val_loss: 0.0311877 | Time: 2040.79 ms [2021-05-16 21:43:52 main:574] : INFO : Epoch 1739 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 2061.31 ms [2021-05-16 21:43:54 main:574] : INFO : Epoch 1740 | loss: 0.0311823 | val_loss: 0.0311869 | Time: 2039.65 ms [2021-05-16 21:43:56 main:574] : INFO : Epoch 1741 | loss: 0.0311815 | val_loss: 0.0311859 | Time: 2055.58 ms [2021-05-16 21:43:58 main:574] : INFO : Epoch 1742 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2028.24 ms [2021-05-16 21:44:00 main:574] : INFO : Epoch 1743 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 2037.4 ms [2021-05-16 21:44:02 main:574] : INFO : Epoch 1744 | loss: 0.0311805 | val_loss: 0.031187 | Time: 2056.12 ms [2021-05-16 21:44:05 main:574] : INFO : Epoch 1745 | loss: 0.0311815 | val_loss: 0.0311858 | Time: 2036.03 ms [2021-05-16 21:44:07 main:574] : INFO : Epoch 1746 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 2026.64 ms [2021-05-16 21:44:09 main:574] : INFO : Epoch 1747 | loss: 0.0311805 | val_loss: 0.0311853 | Time: 2033.63 ms [2021-05-16 21:44:11 main:574] : INFO : Epoch 1748 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 2031.07 ms [2021-05-16 21:44:13 main:574] : INFO : Epoch 1749 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2048.15 ms [2021-05-16 21:44:15 main:574] : INFO : Epoch 1750 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 2056.43 ms [2021-05-16 21:44:17 main:574] : INFO : Epoch 1751 | loss: 0.0311803 | val_loss: 0.031187 | Time: 2059.93 ms [2021-05-16 21:44:19 main:574] : INFO : Epoch 1752 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 2073.35 ms [2021-05-16 21:44:21 main:574] : INFO : Epoch 1753 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 2026.89 ms [2021-05-16 21:44:24 main:574] : INFO : Epoch 1754 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 2063.45 ms [2021-05-16 21:44:26 main:574] : INFO : Epoch 1755 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 2039.55 ms [2021-05-16 21:44:28 main:574] : INFO : Epoch 1756 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2033.36 ms [2021-05-16 21:44:30 main:574] : INFO : Epoch 1757 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 2025.22 ms [2021-05-16 21:44:32 main:574] : INFO : Epoch 1758 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2029.77 ms [2021-05-16 21:44:34 main:574] : INFO : Epoch 1759 | loss: 0.0311781 | val_loss: 0.031186 | Time: 2024.07 ms [2021-05-16 21:44:36 main:574] : INFO : Epoch 1760 | loss: 0.031177 | val_loss: 0.0311843 | Time: 2041.98 ms [2021-05-16 21:44:38 main:574] : INFO : Epoch 1761 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 2039.64 ms [2021-05-16 21:44:40 main:574] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 2040.47 ms [2021-05-16 21:44:43 main:574] : INFO : Epoch 1763 | loss: 0.031176 | val_loss: 0.0311858 | Time: 2034.6 ms [2021-05-16 21:44:45 main:574] : INFO : Epoch 1764 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 2032.81 ms [2021-05-16 21:44:47 main:574] : INFO : Epoch 1765 | loss: 0.0311784 | val_loss: 0.0311908 | Time: 2038.48 ms [2021-05-16 21:44:49 main:574] : INFO : Epoch 1766 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 2055.05 ms [2021-05-16 21:44:51 main:574] : INFO : Epoch 1767 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 2033.8 ms [2021-05-16 21:44:53 main:574] : INFO : Epoch 1768 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 2039.95 ms [2021-05-16 21:44:55 main:574] : INFO : Epoch 1769 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 2029.72 ms [2021-05-16 21:44:57 main:574] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311844 | Time: 2054.12 ms [2021-05-16 21:44:59 main:574] : INFO : Epoch 1771 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 2043.61 ms [2021-05-16 21:45:02 main:574] : INFO : Epoch 1772 | loss: 0.0311755 | val_loss: 0.0311892 | Time: 2048.75 ms [2021-05-16 21:45:04 main:574] : INFO : Epoch 1773 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2041.33 ms [2021-05-16 21:45:06 main:574] : INFO : Epoch 1774 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 2046.42 ms [2021-05-16 21:45:08 main:574] : INFO : Epoch 1775 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 2045.47 ms [2021-05-16 21:45:10 main:574] : INFO : Epoch 1776 | loss: 0.0311728 | val_loss: 0.0311853 | Time: 2034.98 ms [2021-05-16 21:45:12 main:574] : INFO : Epoch 1777 | loss: 0.031173 | val_loss: 0.0311857 | Time: 2034.57 ms [2021-05-16 21:45:14 main:574] : INFO : Epoch 1778 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 2060.99 ms [2021-05-16 21:45:16 main:574] : INFO : Epoch 1779 | loss: 0.0311745 | val_loss: 0.0311889 | Time: 2047.27 ms [2021-05-16 21:45:19 main:574] : INFO : Epoch 1780 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 2046.18 ms [2021-05-16 21:45:21 main:574] : INFO : Epoch 1781 | loss: 0.0311768 | val_loss: 0.031184 | Time: 2022.65 ms [2021-05-16 21:45:23 main:574] : INFO : Epoch 1782 | loss: 0.0311734 | val_loss: 0.0311862 | Time: 2044.43 ms [2021-05-16 21:45:25 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.031186 | Time: 2033.59 ms [2021-05-16 21:45:27 main:574] : INFO : Epoch 1784 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 2069.95 ms [2021-05-16 21:45:29 main:574] : INFO : Epoch 1785 | loss: 0.0311728 | val_loss: 0.031184 | Time: 2044.1 ms [2021-05-16 21:45:31 main:574] : INFO : Epoch 1786 | loss: 0.0311735 | val_loss: 0.0311849 | Time: 2028.05 ms [2021-05-16 21:45:33 main:574] : INFO : Epoch 1787 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2067.59 ms [2021-05-16 21:45:35 main:574] : INFO : Epoch 1788 | loss: 0.0311744 | val_loss: 0.031185 | Time: 2058.96 ms [2021-05-16 21:45:38 main:574] : INFO : Epoch 1789 | loss: 0.031174 | val_loss: 0.0311871 | Time: 2044.49 ms [2021-05-16 21:45:40 main:574] : INFO : Epoch 1790 | loss: 0.0311735 | val_loss: 0.0311864 | Time: 2033.81 ms [2021-05-16 21:45:42 main:574] : INFO : Epoch 1791 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 2060.75 ms [2021-05-16 21:45:44 main:574] : INFO : Epoch 1792 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 2045.3 ms [2021-05-16 21:45:46 main:574] : INFO : Epoch 1793 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 2031.16 ms [2021-05-16 21:45:48 main:574] : INFO : Epoch 1794 | loss: 0.0311754 | val_loss: 0.031189 | Time: 2051.56 ms [2021-05-16 21:45:50 main:574] : INFO : Epoch 1795 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 2063.08 ms [2021-05-16 21:45:52 main:574] : INFO : Epoch 1796 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 2043.8 ms [2021-05-16 21:45:55 main:574] : INFO : Epoch 1797 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 2025.83 ms [2021-05-16 21:45:57 main:574] : INFO : Epoch 1798 | loss: 0.0311776 | val_loss: 0.031182 | Time: 2045.49 ms [2021-05-16 21:45:59 main:574] : INFO : Epoch 1799 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 2030.56 ms [2021-05-16 21:46:01 main:574] : INFO : Epoch 1800 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 2026.07 ms [2021-05-16 21:46:03 main:574] : INFO : Epoch 1801 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 2048.46 ms [2021-05-16 21:46:05 main:574] : INFO : Epoch 1802 | loss: 0.0311754 | val_loss: 0.0311865 | Time: 2045.8 ms [2021-05-16 21:46:07 main:574] : INFO : Epoch 1803 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 2059.92 ms [2021-05-16 21:46:09 main:574] : INFO : Epoch 1804 | loss: 0.031173 | val_loss: 0.0311875 | Time: 2051.2 ms [2021-05-16 21:46:12 main:574] : INFO : Epoch 1805 | loss: 0.031174 | val_loss: 0.0311849 | Time: 2042.37 ms [2021-05-16 21:46:14 main:574] : INFO : Epoch 1806 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2040.56 ms [2021-05-16 21:46:16 main:574] : INFO : Epoch 1807 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 2034.93 ms [2021-05-16 21:46:18 main:574] : INFO : Epoch 1808 | loss: 0.0311726 | val_loss: 0.031183 | Time: 2052.9 ms [2021-05-16 21:46:20 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311834 | Time: 2034.53 ms [2021-05-16 21:46:22 main:574] : INFO : Epoch 1810 | loss: 0.0311758 | val_loss: 0.0311848 | Time: 2040.31 ms [2021-05-16 21:46:24 main:574] : INFO : Epoch 1811 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 2034 ms [2021-05-16 21:46:26 main:574] : INFO : Epoch 1812 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 2028.95 ms [2021-05-16 21:46:28 main:574] : INFO : Epoch 1813 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2056.16 ms [2021-05-16 21:46:31 main:574] : INFO : Epoch 1814 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 2043.24 ms [2021-05-16 21:46:33 main:574] : INFO : Epoch 1815 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2050.65 ms [2021-05-16 21:46:35 main:574] : INFO : Epoch 1816 | loss: 0.0311735 | val_loss: 0.031182 | Time: 2088.69 ms [2021-05-16 21:46:37 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311832 | Time: 2031.72 ms [2021-05-16 21:46:39 main:574] : INFO : Epoch 1818 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 2042.17 ms [2021-05-16 21:46:41 main:574] : INFO : Epoch 1819 | loss: 0.0311729 | val_loss: 0.0311839 | Time: 2038.97 ms [2021-05-16 21:46:43 main:574] : INFO : Epoch 1820 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2046.07 ms [2021-05-16 21:46:45 main:574] : INFO : Epoch 1821 | loss: 0.031174 | val_loss: 0.0311824 | Time: 2041.19 ms [2021-05-16 21:46:47 main:574] : INFO : Epoch 1822 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 2032.89 ms [2021-05-16 21:46:50 main:574] : INFO : Epoch 1823 | loss: 0.031173 | val_loss: 0.0311891 | Time: 2035.53 ms [2021-05-16 21:46:52 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2035.22 ms [2021-05-16 21:46:54 main:574] : INFO : Epoch 1825 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2063.77 ms [2021-05-16 21:46:56 main:574] : INFO : Epoch 1826 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 2036.9 ms [2021-05-16 21:46:58 main:574] : INFO : Epoch 1827 | loss: 0.0311753 | val_loss: 0.0311863 | Time: 2029.63 ms [2021-05-16 21:47:00 main:574] : INFO : Epoch 1828 | loss: 0.031174 | val_loss: 0.031184 | Time: 2027.85 ms [2021-05-16 21:47:02 main:574] : INFO : Epoch 1829 | loss: 0.031172 | val_loss: 0.0311839 | Time: 2067.98 ms [2021-05-16 21:47:04 main:574] : INFO : Epoch 1830 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 2041.1 ms [2021-05-16 21:47:06 main:574] : INFO : Epoch 1831 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 2036.13 ms [2021-05-16 21:47:09 main:574] : INFO : Epoch 1832 | loss: 0.0311717 | val_loss: 0.0311819 | Time: 2064.18 ms [2021-05-16 21:47:11 main:574] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311811 | Time: 2030.64 ms [2021-05-16 21:47:13 main:574] : INFO : Epoch 1834 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 2034.39 ms [2021-05-16 21:47:15 main:574] : INFO : Epoch 1835 | loss: 0.0311701 | val_loss: 0.0311834 | Time: 2042.99 ms [2021-05-16 21:47:17 main:574] : INFO : Epoch 1836 | loss: 0.0311697 | val_loss: 0.031183 | Time: 2039.82 ms [2021-05-16 21:47:19 main:574] : INFO : Epoch 1837 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 2033.12 ms [2021-05-16 21:47:21 main:574] : INFO : Epoch 1838 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 2031.87 ms [2021-05-16 21:47:23 main:574] : INFO : Epoch 1839 | loss: 0.0311692 | val_loss: 0.031184 | Time: 2046.5 ms [2021-05-16 21:47:26 main:574] : INFO : Epoch 1840 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 2029.76 ms [2021-05-16 21:47:28 main:574] : INFO : Epoch 1841 | loss: 0.0311702 | val_loss: 0.0311829 | Time: 2048.93 ms [2021-05-16 21:47:30 main:574] : INFO : Epoch 1842 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 2057.99 ms [2021-05-16 21:47:32 main:574] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.0311822 | Time: 2022.2 ms [2021-05-16 21:47:34 main:574] : INFO : Epoch 1844 | loss: 0.0311723 | val_loss: 0.0311864 | Time: 2045.58 ms [2021-05-16 21:47:36 main:574] : INFO : Epoch 1845 | loss: 0.0311695 | val_loss: 0.031186 | Time: 2035.09 ms [2021-05-16 21:47:38 main:574] : INFO : Epoch 1846 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 2040.14 ms [2021-05-16 21:47:40 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 2047.41 ms [2021-05-16 21:47:42 main:574] : INFO : Epoch 1848 | loss: 0.0311721 | val_loss: 0.0311836 | Time: 2030.22 ms [2021-05-16 21:47:45 main:574] : INFO : Epoch 1849 | loss: 0.031172 | val_loss: 0.0311842 | Time: 2041.95 ms [2021-05-16 21:47:47 main:574] : INFO : Epoch 1850 | loss: 0.0311713 | val_loss: 0.0311851 | Time: 2048.73 ms [2021-05-16 21:47:49 main:574] : INFO : Epoch 1851 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 2037.03 ms [2021-05-16 21:47:51 main:574] : INFO : Epoch 1852 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 2038 ms [2021-05-16 21:47:53 main:574] : INFO : Epoch 1853 | loss: 0.031171 | val_loss: 0.0311829 | Time: 2039.95 ms [2021-05-16 21:47:55 main:574] : INFO : Epoch 1854 | loss: 0.0311704 | val_loss: 0.0311822 | Time: 2035.41 ms [2021-05-16 21:47:57 main:574] : INFO : Epoch 1855 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 2067.81 ms [2021-05-16 21:47:59 main:574] : INFO : Epoch 1856 | loss: 0.0311694 | val_loss: 0.0311842 | Time: 2064.11 ms [2021-05-16 21:48:01 main:574] : INFO : Epoch 1857 | loss: 0.0311701 | val_loss: 0.031187 | Time: 2016.21 ms [2021-05-16 21:48:04 main:574] : INFO : Epoch 1858 | loss: 0.0311693 | val_loss: 0.0311831 | Time: 2030.94 ms [2021-05-16 21:48:06 main:574] : INFO : Epoch 1859 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 2045.58 ms [2021-05-16 21:48:08 main:574] : INFO : Epoch 1860 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 2039.8 ms [2021-05-16 21:48:10 main:574] : INFO : Epoch 1861 | loss: 0.031171 | val_loss: 0.0311834 | Time: 2035.83 ms [2021-05-16 21:48:12 main:574] : INFO : Epoch 1862 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 2039.2 ms [2021-05-16 21:48:14 main:574] : INFO : Epoch 1863 | loss: 0.0311707 | val_loss: 0.0311883 | Time: 2035.99 ms [2021-05-16 21:48:16 main:574] : INFO : Epoch 1864 | loss: 0.0311726 | val_loss: 0.0311877 | Time: 2042.74 ms [2021-05-16 21:48:18 main:574] : INFO : Epoch 1865 | loss: 0.0311712 | val_loss: 0.0311887 | Time: 2051.67 ms [2021-05-16 21:48:20 main:574] : INFO : Epoch 1866 | loss: 0.0311692 | val_loss: 0.0311834 | Time: 2061.51 ms [2021-05-16 21:48:23 main:574] : INFO : Epoch 1867 | loss: 0.0311684 | val_loss: 0.0311843 | Time: 2042.1 ms [2021-05-16 21:48:25 main:574] : INFO : Epoch 1868 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 2030.31 ms [2021-05-16 21:48:27 main:574] : INFO : Epoch 1869 | loss: 0.03117 | val_loss: 0.0311855 | Time: 2046.67 ms [2021-05-16 21:48:29 main:574] : INFO : Epoch 1870 | loss: 0.0311684 | val_loss: 0.0311855 | Time: 2049.51 ms [2021-05-16 21:48:31 main:574] : INFO : Epoch 1871 | loss: 0.0311678 | val_loss: 0.0311838 | Time: 2033.03 ms [2021-05-16 21:48:33 main:574] : INFO : Epoch 1872 | loss: 0.0311678 | val_loss: 0.0311865 | Time: 2054.94 ms [2021-05-16 21:48:35 main:574] : INFO : Epoch 1873 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 2049.89 ms [2021-05-16 21:48:37 main:574] : INFO : Epoch 1874 | loss: 0.0311672 | val_loss: 0.031182 | Time: 2045.33 ms [2021-05-16 21:48:39 main:574] : INFO : Epoch 1875 | loss: 0.0311674 | val_loss: 0.0311834 | Time: 2020.44 ms [2021-05-16 21:48:42 main:574] : INFO : Epoch 1876 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 2030.92 ms [2021-05-16 21:48:44 main:574] : INFO : Epoch 1877 | loss: 0.0311698 | val_loss: 0.0311875 | Time: 2053.01 ms [2021-05-16 21:48:46 main:574] : INFO : Epoch 1878 | loss: 0.0311682 | val_loss: 0.0311847 | Time: 2029.78 ms [2021-05-16 21:48:48 main:574] : INFO : Epoch 1879 | loss: 0.0311682 | val_loss: 0.031184 | Time: 2048.85 ms [2021-05-16 21:48:50 main:574] : INFO : Epoch 1880 | loss: 0.0311698 | val_loss: 0.0311853 | Time: 2055.19 ms [2021-05-16 21:48:52 main:574] : INFO : Epoch 1881 | loss: 0.0311697 | val_loss: 0.0311861 | Time: 2039.17 ms [2021-05-16 21:48:54 main:574] : INFO : Epoch 1882 | loss: 0.0311686 | val_loss: 0.0311838 | Time: 2042.12 ms [2021-05-16 21:48:56 main:574] : INFO : Epoch 1883 | loss: 0.0311692 | val_loss: 0.0311865 | Time: 2051.48 ms [2021-05-16 21:48:59 main:574] : INFO : Epoch 1884 | loss: 0.0311671 | val_loss: 0.0311856 | Time: 2042.06 ms [2021-05-16 21:49:01 main:574] : INFO : Epoch 1885 | loss: 0.0311686 | val_loss: 0.0311864 | Time: 2067.51 ms [2021-05-16 21:49:03 main:574] : INFO : Epoch 1886 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 2029.16 ms [2021-05-16 21:49:05 main:574] : INFO : Epoch 1887 | loss: 0.0311738 | val_loss: 0.0311882 | Time: 2034 ms [2021-05-16 21:49:07 main:574] : INFO : Epoch 1888 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 2028.59 ms [2021-05-16 21:49:09 main:574] : INFO : Epoch 1889 | loss: 0.0311763 | val_loss: 0.0311867 | Time: 2041.41 ms [2021-05-16 21:49:11 main:574] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2042.46 ms [2021-05-16 21:49:13 main:574] : INFO : Epoch 1891 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 2032.97 ms [2021-05-16 21:49:16 main:574] : INFO : Epoch 1892 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 2072.83 ms [2021-05-16 21:49:18 main:574] : INFO : Epoch 1893 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 2033.38 ms [2021-05-16 21:49:20 main:574] : INFO : Epoch 1894 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2050.26 ms [2021-05-16 21:49:22 main:574] : INFO : Epoch 1895 | loss: 0.031174 | val_loss: 0.0311829 | Time: 2038.33 ms [2021-05-16 21:49:24 main:574] : INFO : Epoch 1896 | loss: 0.0311723 | val_loss: 0.0311856 | Time: 2044.45 ms [2021-05-16 21:49:26 main:574] : INFO : Epoch 1897 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 2035.9 ms [2021-05-16 21:49:28 main:574] : INFO : Epoch 1898 | loss: 0.0311729 | val_loss: 0.0311873 | Time: 2023.39 ms [2021-05-16 21:49:30 main:574] : INFO : Epoch 1899 | loss: 0.0311725 | val_loss: 0.0311828 | Time: 2025.25 ms [2021-05-16 21:49:32 main:574] : INFO : Epoch 1900 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 2034.24 ms [2021-05-16 21:49:35 main:574] : INFO : Epoch 1901 | loss: 0.0311721 | val_loss: 0.031182 | Time: 2066.13 ms [2021-05-16 21:49:37 main:574] : INFO : Epoch 1902 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 2026.67 ms [2021-05-16 21:49:39 main:574] : INFO : Epoch 1903 | loss: 0.0311699 | val_loss: 0.0311847 | Time: 2052.1 ms [2021-05-16 21:49:41 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 2061.95 ms [2021-05-16 21:49:43 main:574] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.031189 | Time: 2042.67 ms [2021-05-16 21:49:45 main:574] : INFO : Epoch 1906 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2057.79 ms [2021-05-16 21:49:47 main:574] : INFO : Epoch 1907 | loss: 0.0311702 | val_loss: 0.0311833 | Time: 2064.54 ms [2021-05-16 21:49:49 main:574] : INFO : Epoch 1908 | loss: 0.0311678 | val_loss: 0.0311846 | Time: 2024.47 ms [2021-05-16 21:49:52 main:574] : INFO : Epoch 1909 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 2043.97 ms [2021-05-16 21:49:54 main:574] : INFO : Epoch 1910 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 2041.05 ms [2021-05-16 21:49:56 main:574] : INFO : Epoch 1911 | loss: 0.0311687 | val_loss: 0.0311849 | Time: 2017.57 ms [2021-05-16 21:49:58 main:574] : INFO : Epoch 1912 | loss: 0.0311707 | val_loss: 0.031184 | Time: 2051.65 ms [2021-05-16 21:50:00 main:574] : INFO : Epoch 1913 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 2046.98 ms [2021-05-16 21:50:02 main:574] : INFO : Epoch 1914 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 2062.49 ms [2021-05-16 21:50:04 main:574] : INFO : Epoch 1915 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 2043.31 ms [2021-05-16 21:50:06 main:574] : INFO : Epoch 1916 | loss: 0.0311671 | val_loss: 0.0311828 | Time: 2037.03 ms [2021-05-16 21:50:08 main:574] : INFO : Epoch 1917 | loss: 0.0311701 | val_loss: 0.0311872 | Time: 2033.99 ms [2021-05-16 21:50:11 main:574] : INFO : Epoch 1918 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 2005.75 ms [2021-05-16 21:50:13 main:574] : INFO : Epoch 1919 | loss: 0.031168 | val_loss: 0.0311842 | Time: 2030.42 ms [2021-05-16 21:50:15 main:574] : INFO : Epoch 1920 | loss: 0.0311689 | val_loss: 0.0311837 | Time: 2023.45 ms [2021-05-16 21:50:17 main:574] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311849 | Time: 2051.42 ms [2021-05-16 21:50:19 main:574] : INFO : Epoch 1922 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 2041.7 ms [2021-05-16 21:50:21 main:574] : INFO : Epoch 1923 | loss: 0.0311701 | val_loss: 0.0311879 | Time: 2058.44 ms [2021-05-16 21:50:23 main:574] : INFO : Epoch 1924 | loss: 0.0311686 | val_loss: 0.0311857 | Time: 2047.19 ms [2021-05-16 21:50:25 main:574] : INFO : Epoch 1925 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 2040.53 ms [2021-05-16 21:50:27 main:574] : INFO : Epoch 1926 | loss: 0.03117 | val_loss: 0.0311864 | Time: 2051.35 ms [2021-05-16 21:50:30 main:574] : INFO : Epoch 1927 | loss: 0.0311717 | val_loss: 0.0311902 | Time: 2046.32 ms [2021-05-16 21:50:32 main:574] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 2048.23 ms [2021-05-16 21:50:34 main:574] : INFO : Epoch 1929 | loss: 0.0311706 | val_loss: 0.0311854 | Time: 2051.52 ms [2021-05-16 21:50:36 main:574] : INFO : Epoch 1930 | loss: 0.0311692 | val_loss: 0.0311871 | Time: 2015.48 ms [2021-05-16 21:50:38 main:574] : INFO : Epoch 1931 | loss: 0.0311697 | val_loss: 0.0311857 | Time: 2030.29 ms [2021-05-16 21:50:40 main:574] : INFO : Epoch 1932 | loss: 0.0311687 | val_loss: 0.0311829 | Time: 2045.73 ms [2021-05-16 21:50:42 main:574] : INFO : Epoch 1933 | loss: 0.0311684 | val_loss: 0.0311862 | Time: 2090.4 ms [2021-05-16 21:50:44 main:574] : INFO : Epoch 1934 | loss: 0.0311673 | val_loss: 0.0311893 | Time: 2045.97 ms [2021-05-16 21:50:47 main:574] : INFO : Epoch 1935 | loss: 0.0311687 | val_loss: 0.0311908 | Time: 2077.05 ms [2021-05-16 21:50:49 main:574] : INFO : Epoch 1936 | loss: 0.0311733 | val_loss: 0.0311963 | Time: 2030.7 ms [2021-05-16 21:50:51 main:574] : INFO : Epoch 1937 | loss: 0.0311695 | val_loss: 0.031185 | Time: 2036.64 ms [2021-05-16 21:50:53 main:574] : INFO : Epoch 1938 | loss: 0.0311668 | val_loss: 0.0311847 | Time: 2033.56 ms [2021-05-16 21:50:55 main:574] : INFO : Epoch 1939 | loss: 0.0311663 | val_loss: 0.0311824 | Time: 2031.96 ms [2021-05-16 21:50:57 main:574] : INFO : Epoch 1940 | loss: 0.0311665 | val_loss: 0.0311873 | Time: 2031.98 ms [2021-05-16 21:50:59 main:574] : INFO : Epoch 1941 | loss: 0.0311676 | val_loss: 0.0311845 | Time: 2051.84 ms [2021-05-16 21:51:01 main:574] : INFO : Epoch 1942 | loss: 0.0311684 | val_loss: 0.0311881 | Time: 2048.31 ms [2021-05-16 21:51:03 main:574] : INFO : Epoch 1943 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 2036.4 ms [2021-05-16 21:51:06 main:574] : INFO : Epoch 1944 | loss: 0.0311672 | val_loss: 0.031191 | Time: 2032.31 ms [2021-05-16 21:51:08 main:574] : INFO : Epoch 1945 | loss: 0.0311722 | val_loss: 0.0311859 | Time: 2030.76 ms [2021-05-16 21:51:10 main:574] : INFO : Epoch 1946 | loss: 0.0311702 | val_loss: 0.0311859 | Time: 2048.75 ms [2021-05-16 21:51:12 main:574] : INFO : Epoch 1947 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 2039.62 ms [2021-05-16 21:51:14 main:574] : INFO : Epoch 1948 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 2047.03 ms [2021-05-16 21:51:16 main:574] : INFO : Epoch 1949 | loss: 0.03117 | val_loss: 0.0311881 | Time: 2030.25 ms [2021-05-16 21:51:19 main:574] : INFO : Epoch 1950 | loss: 0.0311717 | val_loss: 0.0311959 | Time: 2038.81 ms [2021-05-16 21:51:21 main:574] : INFO : Epoch 1951 | loss: 0.0311739 | val_loss: 0.0311868 | Time: 2046.73 ms [2021-05-16 21:51:23 main:574] : INFO : Epoch 1952 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 2050.61 ms [2021-05-16 21:51:25 main:574] : INFO : Epoch 1953 | loss: 0.03117 | val_loss: 0.0311867 | Time: 2022.4 ms [2021-05-16 21:51:27 main:574] : INFO : Epoch 1954 | loss: 0.0311701 | val_loss: 0.0311874 | Time: 2037.03 ms [2021-05-16 21:51:29 main:574] : INFO : Epoch 1955 | loss: 0.0311686 | val_loss: 0.0311886 | Time: 2036.79 ms [2021-05-16 21:51:31 main:574] : INFO : Epoch 1956 | loss: 0.0311683 | val_loss: 0.031187 | Time: 2043.12 ms [2021-05-16 21:51:34 main:574] : INFO : Epoch 1957 | loss: 0.031169 | val_loss: 0.0311854 | Time: 2033.38 ms [2021-05-16 21:51:36 main:574] : INFO : Epoch 1958 | loss: 0.0311693 | val_loss: 0.0311853 | Time: 2047.04 ms [2021-05-16 21:51:38 main:574] : INFO : Epoch 1959 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 2038.15 ms [2021-05-16 21:51:40 main:574] : INFO : Epoch 1960 | loss: 0.0311681 | val_loss: 0.0311864 | Time: 2038.68 ms [2021-05-16 21:51:42 main:574] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311908 | Time: 2048.35 ms [2021-05-16 21:51:44 main:574] : INFO : Epoch 1962 | loss: 0.0311692 | val_loss: 0.0311853 | Time: 2022.44 ms [2021-05-16 21:51:46 main:574] : INFO : Epoch 1963 | loss: 0.0311681 | val_loss: 0.0311882 | Time: 2023.6 ms [2021-05-16 21:51:48 main:574] : INFO : Epoch 1964 | loss: 0.0311676 | val_loss: 0.0311856 | Time: 2029.42 ms [2021-05-16 21:51:50 main:574] : INFO : Epoch 1965 | loss: 0.0311687 | val_loss: 0.0311882 | Time: 2047.97 ms [2021-05-16 21:51:52 main:574] : INFO : Epoch 1966 | loss: 0.0311704 | val_loss: 0.0311867 | Time: 2041.51 ms [2021-05-16 21:51:55 main:574] : INFO : Epoch 1967 | loss: 0.0311712 | val_loss: 0.0311857 | Time: 2026.58 ms [2021-05-16 21:51:57 main:574] : INFO : Epoch 1968 | loss: 0.0311702 | val_loss: 0.0311858 | Time: 2042.95 ms [2021-05-16 21:51:59 main:574] : INFO : Epoch 1969 | loss: 0.0311696 | val_loss: 0.0311897 | Time: 2051.7 ms [2021-05-16 21:52:01 main:574] : INFO : Epoch 1970 | loss: 0.0311719 | val_loss: 0.031185 | Time: 2050.1 ms [2021-05-16 21:52:03 main:574] : INFO : Epoch 1971 | loss: 0.0311709 | val_loss: 0.0311907 | Time: 2050.84 ms [2021-05-16 21:52:05 main:574] : INFO : Epoch 1972 | loss: 0.0311714 | val_loss: 0.0311849 | Time: 2035.84 ms [2021-05-16 21:52:07 main:574] : INFO : Epoch 1973 | loss: 0.0311687 | val_loss: 0.031189 | Time: 2035.75 ms [2021-05-16 21:52:09 main:574] : INFO : Epoch 1974 | loss: 0.0311688 | val_loss: 0.0311857 | Time: 2080.77 ms [2021-05-16 21:52:12 main:574] : INFO : Epoch 1975 | loss: 0.0311671 | val_loss: 0.031187 | Time: 2123.97 ms [2021-05-16 21:52:14 main:574] : INFO : Epoch 1976 | loss: 0.0311667 | val_loss: 0.0311888 | Time: 2046.41 ms [2021-05-16 21:52:16 main:574] : INFO : Epoch 1977 | loss: 0.0311732 | val_loss: 0.0312083 | Time: 2045.85 ms [2021-05-16 21:52:18 main:574] : INFO : Epoch 1978 | loss: 0.0311734 | val_loss: 0.0311868 | Time: 2018.92 ms [2021-05-16 21:52:20 main:574] : INFO : Epoch 1979 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 2100.37 ms [2021-05-16 21:52:22 main:574] : INFO : Epoch 1980 | loss: 0.0311666 | val_loss: 0.0311865 | Time: 2048.02 ms [2021-05-16 21:52:25 main:574] : INFO : Epoch 1981 | loss: 0.0311665 | val_loss: 0.0311881 | Time: 2070.43 ms [2021-05-16 21:52:27 main:574] : INFO : Epoch 1982 | loss: 0.0311671 | val_loss: 0.0311867 | Time: 2066.57 ms [2021-05-16 21:52:29 main:574] : INFO : Epoch 1983 | loss: 0.0311677 | val_loss: 0.0311878 | Time: 2031.85 ms [2021-05-16 21:52:31 main:574] : INFO : Epoch 1984 | loss: 0.0311678 | val_loss: 0.0311894 | Time: 2029.99 ms [2021-05-16 21:52:33 main:574] : INFO : Epoch 1985 | loss: 0.031168 | val_loss: 0.0311871 | Time: 2027.28 ms [2021-05-16 21:52:35 main:574] : INFO : Epoch 1986 | loss: 0.03117 | val_loss: 0.0311864 | Time: 2051.06 ms [2021-05-16 21:52:37 main:574] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311905 | Time: 2038.32 ms [2021-05-16 21:52:40 main:574] : INFO : Epoch 1988 | loss: 0.0311696 | val_loss: 0.0311917 | Time: 2043.03 ms [2021-05-16 21:52:42 main:574] : INFO : Epoch 1989 | loss: 0.031171 | val_loss: 0.0311863 | Time: 2050.98 ms [2021-05-16 21:52:44 main:574] : INFO : Epoch 1990 | loss: 0.031169 | val_loss: 0.031187 | Time: 2053.52 ms [2021-05-16 21:52:46 main:574] : INFO : Epoch 1991 | loss: 0.0311677 | val_loss: 0.0311836 | Time: 2051.97 ms [2021-05-16 21:52:48 main:574] : INFO : Epoch 1992 | loss: 0.031168 | val_loss: 0.0311849 | Time: 2044.96 ms [2021-05-16 21:52:50 main:574] : INFO : Epoch 1993 | loss: 0.0311691 | val_loss: 0.0311859 | Time: 2039.04 ms [2021-05-16 21:52:52 main:574] : INFO : Epoch 1994 | loss: 0.0311687 | val_loss: 0.0311852 | Time: 2037.16 ms [2021-05-16 21:52:54 main:574] : INFO : Epoch 1995 | loss: 0.0311685 | val_loss: 0.031187 | Time: 2049.07 ms [2021-05-16 21:52:56 main:574] : INFO : Epoch 1996 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 2051.61 ms [2021-05-16 21:52:59 main:574] : INFO : Epoch 1997 | loss: 0.0311689 | val_loss: 0.0311919 | Time: 2043.64 ms [2021-05-16 21:53:01 main:574] : INFO : Epoch 1998 | loss: 0.0311693 | val_loss: 0.0311898 | Time: 2020.88 ms [2021-05-16 21:53:03 main:574] : INFO : Epoch 1999 | loss: 0.0311714 | val_loss: 0.0311913 | Time: 2036.32 ms [2021-05-16 21:53:05 main:574] : INFO : Epoch 2000 | loss: 0.0311689 | val_loss: 0.0311856 | Time: 2042.33 ms [2021-05-16 21:53:07 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311851 | Time: 2043.42 ms [2021-05-16 21:53:09 main:574] : INFO : Epoch 2002 | loss: 0.031169 | val_loss: 0.0311891 | Time: 2045.83 ms [2021-05-16 21:53:11 main:574] : INFO : Epoch 2003 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 2054.67 ms [2021-05-16 21:53:13 main:574] : INFO : Epoch 2004 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 2023.33 ms [2021-05-16 21:53:15 main:574] : INFO : Epoch 2005 | loss: 0.0311666 | val_loss: 0.0311816 | Time: 2045.83 ms [2021-05-16 21:53:18 main:574] : INFO : Epoch 2006 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 2067.41 ms [2021-05-16 21:53:20 main:574] : INFO : Epoch 2007 | loss: 0.0311677 | val_loss: 0.0311832 | Time: 2089.52 ms [2021-05-16 21:53:22 main:574] : INFO : Epoch 2008 | loss: 0.0311686 | val_loss: 0.031182 | Time: 2049 ms [2021-05-16 21:53:24 main:574] : INFO : Epoch 2009 | loss: 0.031168 | val_loss: 0.0311861 | Time: 2069.94 ms [2021-05-16 21:53:26 main:574] : INFO : Epoch 2010 | loss: 0.0311682 | val_loss: 0.0311862 | Time: 2023.04 ms [2021-05-16 21:53:28 main:574] : INFO : Epoch 2011 | loss: 0.0311846 | val_loss: 0.0311944 | Time: 2050.05 ms [2021-05-16 21:53:30 main:574] : INFO : Epoch 2012 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 2045.76 ms [2021-05-16 21:53:33 main:574] : INFO : Epoch 2013 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 2062.45 ms [2021-05-16 21:53:35 main:574] : INFO : Epoch 2014 | loss: 0.0311777 | val_loss: 0.0311846 | Time: 2043.12 ms [2021-05-16 21:53:37 main:574] : INFO : Epoch 2015 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 2038.82 ms [2021-05-16 21:53:39 main:574] : INFO : Epoch 2016 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 2050.29 ms [2021-05-16 21:53:41 main:574] : INFO : Epoch 2017 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 2037.01 ms [2021-05-16 21:53:43 main:574] : INFO : Epoch 2018 | loss: 0.0311767 | val_loss: 0.031186 | Time: 2042.68 ms [2021-05-16 21:53:45 main:574] : INFO : Epoch 2019 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 2037.41 ms [2021-05-16 21:53:47 main:574] : INFO : Epoch 2020 | loss: 0.031172 | val_loss: 0.0311839 | Time: 2061.58 ms [2021-05-16 21:53:50 main:574] : INFO : Epoch 2021 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 2075.58 ms [2021-05-16 21:53:52 main:574] : INFO : Epoch 2022 | loss: 0.0311729 | val_loss: 0.0311825 | Time: 2045.04 ms [2021-05-16 21:53:54 main:574] : INFO : Epoch 2023 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 2040.98 ms [2021-05-16 21:53:56 main:574] : INFO : Epoch 2024 | loss: 0.03117 | val_loss: 0.0311852 | Time: 2063.8 ms [2021-05-16 21:53:58 main:574] : INFO : Epoch 2025 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 2034.54 ms [2021-05-16 21:54:00 main:574] : INFO : Epoch 2026 | loss: 0.0311709 | val_loss: 0.0311829 | Time: 2038.13 ms [2021-05-16 21:54:02 main:574] : INFO : Epoch 2027 | loss: 0.0311692 | val_loss: 0.031183 | Time: 2064.8 ms [2021-05-16 21:54:05 main:574] : INFO : Epoch 2028 | loss: 0.0311693 | val_loss: 0.0311842 | Time: 2049.48 ms [2021-05-16 21:54:07 main:574] : INFO : Epoch 2029 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2044.87 ms [2021-05-16 21:54:09 main:574] : INFO : Epoch 2030 | loss: 0.0311684 | val_loss: 0.0311848 | Time: 2048.05 ms [2021-05-16 21:54:11 main:574] : INFO : Epoch 2031 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 2074.63 ms [2021-05-16 21:54:13 main:574] : INFO : Epoch 2032 | loss: 0.0311691 | val_loss: 0.0311858 | Time: 2036.81 ms [2021-05-16 21:54:15 main:574] : INFO : Epoch 2033 | loss: 0.0311681 | val_loss: 0.0311839 | Time: 2039.87 ms [2021-05-16 21:54:17 main:574] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311828 | Time: 2050.22 ms [2021-05-16 21:54:20 main:574] : INFO : Epoch 2035 | loss: 0.0311675 | val_loss: 0.0311829 | Time: 2036.76 ms [2021-05-16 21:54:22 main:574] : INFO : Epoch 2036 | loss: 0.0311672 | val_loss: 0.0311848 | Time: 2028.78 ms [2021-05-16 21:54:24 main:574] : INFO : Epoch 2037 | loss: 0.0311687 | val_loss: 0.0311913 | Time: 2036.69 ms [2021-05-16 21:54:26 main:574] : INFO : Epoch 2038 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 2052.17 ms [2021-05-16 21:54:28 main:574] : INFO : Epoch 2039 | loss: 0.0311703 | val_loss: 0.0311807 | Time: 2042.88 ms [2021-05-16 21:54:30 main:574] : INFO : Epoch 2040 | loss: 0.0311691 | val_loss: 0.031183 | Time: 2009.12 ms [2021-05-16 21:54:32 main:574] : INFO : Epoch 2041 | loss: 0.031168 | val_loss: 0.0311824 | Time: 2054.73 ms [2021-05-16 21:54:34 main:574] : INFO : Epoch 2042 | loss: 0.0311677 | val_loss: 0.0311835 | Time: 2033.92 ms [2021-05-16 21:54:36 main:574] : INFO : Epoch 2043 | loss: 0.0311682 | val_loss: 0.0311839 | Time: 2051.33 ms [2021-05-16 21:54:39 main:574] : INFO : Epoch 2044 | loss: 0.0311684 | val_loss: 0.0311841 | Time: 2041.06 ms [2021-05-16 21:54:41 main:574] : INFO : Epoch 2045 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 2028.43 ms [2021-05-16 21:54:43 main:574] : INFO : Epoch 2046 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 2026.47 ms [2021-05-16 21:54:45 main:574] : INFO : Epoch 2047 | loss: 0.0311696 | val_loss: 0.0311882 | Time: 2040.39 ms [2021-05-16 21:54:47 main:574] : INFO : Epoch 2048 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2061.76 ms [2021-05-16 21:54:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805 [2021-05-16 21:54:47 main:603] : INFO : Saving end state to config to file [2021-05-16 21:54:47 main:608] : INFO : Success, exiting.. 21:54:47 (420): 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)