Task 10567891
| Name | ParityModified-1639965270-29267-0_1 |
| Workunit | 7410746 |
| Created | 8 Jan 2022, 12:53:09 UTC |
| Sent | 8 Jan 2022, 13:15:16 UTC |
| Report deadline | 16 Jan 2022, 13:15:16 UTC |
| Received | 9 Jan 2022, 1:35:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 1 hours 17 min 23 sec |
| CPU time | 1 hours 14 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1-08 18:18:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-08 18:18:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-08 18:18:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-08 18:18:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-08 18:18:20 main:494] : INFO : Creating Model [2022-01-08 18:18:20 main:507] : INFO : Preparing config file [2022-01-08 18:18:20 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-08 18:18:20 main:512] : INFO : Loading config [2022-01-08 18:18:20 main:514] : INFO : Loading state [2022-01-08 18:18:21 main:559] : INFO : Loading DataLoader into Memory [2022-01-08 18:18:21 main:562] : INFO : Starting Training [2022-01-08 18:18:23 main:574] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.0312596 | Time: 1936.56 ms [2022-01-08 18:18:25 main:574] : INFO : Epoch 1551 | loss: 0.0310547 | val_loss: 0.0312702 | Time: 2079.37 ms [2022-01-08 18:18:27 main:574] : INFO : Epoch 1552 | loss: 0.0310245 | val_loss: 0.0312547 | Time: 2057.42 ms [2022-01-08 18:18:29 main:574] : INFO : Epoch 1553 | loss: 0.0310065 | val_loss: 0.0312783 | Time: 2056.17 ms [2022-01-08 18:18:31 main:574] : INFO : Epoch 1554 | loss: 0.0310035 | val_loss: 0.0312777 | Time: 1973.93 ms [2022-01-08 18:18:34 main:574] : INFO : Epoch 1555 | loss: 0.0309903 | val_loss: 0.0312797 | Time: 2027.03 ms [2022-01-08 18:18:36 main:574] : INFO : Epoch 1556 | loss: 0.030992 | val_loss: 0.0312759 | Time: 1962.69 ms [2022-01-08 18:18:38 main:574] : INFO : Epoch 1557 | loss: 0.0309927 | val_loss: 0.0313042 | Time: 2091.42 ms [2022-01-08 18:18:40 main:574] : INFO : Epoch 1558 | loss: 0.0309894 | val_loss: 0.0312925 | Time: 1976.16 ms [2022-01-08 18:18:42 main:574] : INFO : Epoch 1559 | loss: 0.030989 | val_loss: 0.0313066 | Time: 1968.32 ms [2022-01-08 18:18:43 main:574] : INFO : Epoch 1560 | loss: 0.0309982 | val_loss: 0.0313252 | Time: 1466.31 ms [2022-01-08 18:18:45 main:574] : INFO : Epoch 1561 | loss: 0.0309911 | val_loss: 0.0312772 | Time: 2079.96 ms [2022-01-08 18:18:47 main:574] : INFO : Epoch 1562 | loss: 0.0309842 | val_loss: 0.0313043 | Time: 1978.34 ms [2022-01-08 18:18:49 main:574] : INFO : Epoch 1563 | loss: 0.0309851 | val_loss: 0.0312881 | Time: 1996.93 ms [2022-01-08 18:18:51 main:574] : INFO : Epoch 1564 | loss: 0.0309967 | val_loss: 0.0312816 | Time: 2062.05 ms [2022-01-08 18:18:53 main:574] : INFO : Epoch 1565 | loss: 0.0310036 | val_loss: 0.0312752 | Time: 2007.73 ms [2022-01-08 18:18:55 main:574] : INFO : Epoch 1566 | loss: 0.030993 | val_loss: 0.0312971 | Time: 2061.23 ms [2022-01-08 18:18:57 main:574] : INFO : Epoch 1567 | loss: 0.0309915 | val_loss: 0.0312911 | Time: 2011.68 ms [2022-01-08 18:18:59 main:574] : INFO : Epoch 1568 | loss: 0.0309897 | val_loss: 0.031312 | Time: 1953.93 ms [2022-01-08 18:19:01 main:574] : INFO : Epoch 1569 | loss: 0.0309853 | val_loss: 0.031302 | Time: 1971.26 ms [2022-01-08 18:19:03 main:574] : INFO : Epoch 1570 | loss: 0.0309836 | val_loss: 0.0312818 | Time: 1565.09 ms [2022-01-08 18:19:05 main:574] : INFO : Epoch 1571 | loss: 0.030982 | val_loss: 0.0312915 | Time: 1925.03 ms [2022-01-08 18:19:07 main:574] : INFO : Epoch 1572 | loss: 0.0309875 | val_loss: 0.0312891 | Time: 1929.9 ms [2022-01-08 18:19:09 main:574] : INFO : Epoch 1573 | loss: 0.0309765 | val_loss: 0.0312967 | Time: 1964.51 ms [2022-01-08 18:19:11 main:574] : INFO : Epoch 1574 | loss: 0.0309887 | val_loss: 0.0313077 | Time: 2010.46 ms [2022-01-08 18:19:13 main:574] : INFO : Epoch 1575 | loss: 0.0309912 | val_loss: 0.0312796 | Time: 2042.66 ms [2022-01-08 18:19:15 main:574] : INFO : Epoch 1576 | loss: 0.0309893 | val_loss: 0.031293 | Time: 1967.19 ms [2022-01-08 18:19:17 main:574] : INFO : Epoch 1577 | loss: 0.0309969 | val_loss: 0.0312964 | Time: 1980.78 ms [2022-01-08 18:19:19 main:574] : INFO : Epoch 1578 | loss: 0.0309952 | val_loss: 0.0313125 | Time: 1986.54 ms [2022-01-08 18:19:21 main:574] : INFO : Epoch 1579 | loss: 0.0309893 | val_loss: 0.0312678 | Time: 2045.36 ms [2022-01-08 18:19:23 main:574] : INFO : Epoch 1580 | loss: 0.0309952 | val_loss: 0.0312748 | Time: 1712.44 ms [2022-01-08 18:19:24 main:574] : INFO : Epoch 1581 | loss: 0.030989 | val_loss: 0.0313039 | Time: 1828.68 ms [2022-01-08 18:19:26 main:574] : INFO : Epoch 1582 | loss: 0.0309878 | val_loss: 0.0313081 | Time: 1994.23 ms [2022-01-08 18:19:29 main:574] : INFO : Epoch 1583 | loss: 0.0309829 | val_loss: 0.0312894 | Time: 2087.65 ms [2022-01-08 18:19:31 main:574] : INFO : Epoch 1584 | loss: 0.0309814 | val_loss: 0.0313028 | Time: 1994.75 ms [2022-01-08 18:19:32 main:574] : INFO : Epoch 1585 | loss: 0.0309848 | val_loss: 0.0313168 | Time: 1923.22 ms [2022-01-08 18:19:34 main:574] : INFO : Epoch 1586 | loss: 0.0309936 | val_loss: 0.0312978 | Time: 1958.66 ms [2022-01-08 18:19:37 main:574] : INFO : Epoch 1587 | loss: 0.0309931 | val_loss: 0.0313078 | Time: 2060.61 ms [2022-01-08 18:19:39 main:574] : INFO : Epoch 1588 | loss: 0.0309918 | val_loss: 0.0313021 | Time: 2028.68 ms [2022-01-08 18:19:41 main:574] : INFO : Epoch 1589 | loss: 0.0309839 | val_loss: 0.031296 | Time: 2031.99 ms [2022-01-08 18:19:43 main:574] : INFO : Epoch 1590 | loss: 0.0309946 | val_loss: 0.0313264 | Time: 1913.1 ms [2022-01-08 18:19:44 main:574] : INFO : Epoch 1591 | loss: 0.0309924 | val_loss: 0.031313 | Time: 1790.94 ms [2022-01-08 18:19:46 main:574] : INFO : Epoch 1592 | loss: 0.0309875 | val_loss: 0.0312823 | Time: 2019.05 ms [2022-01-08 18:19:48 main:574] : INFO : Epoch 1593 | loss: 0.0309892 | val_loss: 0.0312954 | Time: 1989.98 ms [2022-01-08 18:19:50 main:574] : INFO : Epoch 1594 | loss: 0.0309891 | val_loss: 0.0312972 | Time: 2006.49 ms [2022-01-08 18:19:52 main:574] : INFO : Epoch 1595 | loss: 0.0309903 | val_loss: 0.03127 | Time: 2010.77 ms [2022-01-08 18:19:54 main:574] : INFO : Epoch 1596 | loss: 0.0310161 | val_loss: 0.0312609 | Time: 1956.62 ms [2022-01-08 18:19:56 main:574] : INFO : Epoch 1597 | loss: 0.030994 | val_loss: 0.0313072 | Time: 1985.43 ms [2022-01-08 18:19:58 main:574] : INFO : Epoch 1598 | loss: 0.0309894 | val_loss: 0.0312987 | Time: 1906.58 ms [2022-01-08 18:20:00 main:574] : INFO : Epoch 1599 | loss: 0.0309806 | val_loss: 0.0313091 | Time: 2011.7 ms [2022-01-08 18:20:02 main:574] : INFO : Epoch 1600 | loss: 0.0309808 | val_loss: 0.0313027 | Time: 1897.78 ms [2022-01-08 18:20:04 main:574] : INFO : Epoch 1601 | loss: 0.030987 | val_loss: 0.0313096 | Time: 1673.45 ms [2022-01-08 18:20:06 main:574] : INFO : Epoch 1602 | loss: 0.0309931 | val_loss: 0.0312903 | Time: 1982.96 ms [2022-01-08 18:20:08 main:574] : INFO : Epoch 1603 | loss: 0.0309901 | val_loss: 0.0312937 | Time: 2057.91 ms [2022-01-08 18:20:10 main:574] : INFO : Epoch 1604 | loss: 0.0309849 | val_loss: 0.0312982 | Time: 2065.87 ms [2022-01-08 18:20:12 main:574] : INFO : Epoch 1605 | loss: 0.0309878 | val_loss: 0.0312727 | Time: 2004.71 ms [2022-01-08 18:20:14 main:574] : INFO : Epoch 1606 | loss: 0.0309844 | val_loss: 0.0312834 | Time: 1921.27 ms [2022-01-08 18:20:16 main:574] : INFO : Epoch 1607 | loss: 0.0309882 | val_loss: 0.031327 | Time: 2011.82 ms [2022-01-08 18:20:18 main:574] : INFO : Epoch 1608 | loss: 0.0309897 | val_loss: 0.0312947 | Time: 1932.3 ms [2022-01-08 18:20:20 main:574] : INFO : Epoch 1609 | loss: 0.030996 | val_loss: 0.0312764 | Time: 1945.64 ms [2022-01-08 18:20:22 main:574] : INFO : Epoch 1610 | loss: 0.0309865 | val_loss: 0.0312835 | Time: 2044.77 ms [2022-01-08 18:20:24 main:574] : INFO : Epoch 1611 | loss: 0.0309881 | val_loss: 0.0313222 | Time: 1509.85 ms [2022-01-08 18:20:26 main:574] : INFO : Epoch 1612 | loss: 0.0309978 | val_loss: 0.0313178 | Time: 2034.56 ms [2022-01-08 18:20:28 main:574] : INFO : Epoch 1613 | loss: 0.0310022 | val_loss: 0.0312733 | Time: 1950.69 ms [2022-01-08 18:20:30 main:574] : INFO : Epoch 1614 | loss: 0.031001 | val_loss: 0.0312951 | Time: 2025.03 ms [2022-01-08 18:20:32 main:574] : INFO : Epoch 1615 | loss: 0.0309928 | val_loss: 0.0312962 | Time: 1944.96 ms [2022-01-08 18:20:34 main:574] : INFO : Epoch 1616 | loss: 0.0309889 | val_loss: 0.031334 | Time: 1964.6 ms [2022-01-08 18:20:36 main:574] : INFO : Epoch 1617 | loss: 0.0309853 | val_loss: 0.0312717 | Time: 1998.31 ms [2022-01-08 18:20:38 main:574] : INFO : Epoch 1618 | loss: 0.0309847 | val_loss: 0.0313107 | Time: 1953.32 ms [2022-01-08 18:20:40 main:574] : INFO : Epoch 1619 | loss: 0.0309799 | val_loss: 0.0312917 | Time: 2049.3 ms [2022-01-08 18:20:42 main:574] : INFO : Epoch 1620 | loss: 0.030987 | val_loss: 0.0312915 | Time: 2000.52 ms [2022-01-08 18:20:43 main:574] : INFO : Epoch 1621 | loss: 0.0309846 | val_loss: 0.0312963 | Time: 1474.09 ms [2022-01-08 18:20:45 main:574] : INFO : Epoch 1622 | loss: 0.0309864 | val_loss: 0.0313237 | Time: 2032.42 ms [2022-01-08 18:20:47 main:574] : INFO : Epoch 1623 | loss: 0.0309884 | val_loss: 0.0312951 | Time: 1979.65 ms [2022-01-08 18:20:49 main:574] : INFO : Epoch 1624 | loss: 0.0309831 | val_loss: 0.0312684 | Time: 1987.36 ms [2022-01-08 18:20:51 main:574] : INFO : Epoch 1625 | loss: 0.0309956 | val_loss: 0.031281 | Time: 2029.86 ms [2022-01-08 18:20:53 main:574] : INFO : Epoch 1626 | loss: 0.0309917 | val_loss: 0.0312994 | Time: 1996.29 ms [2022-01-08 18:20:55 main:574] : INFO : Epoch 1627 | loss: 0.0309917 | val_loss: 0.0312861 | Time: 1960.91 ms [2022-01-08 18:20:57 main:574] : INFO : Epoch 1628 | loss: 0.0309866 | val_loss: 0.0312808 | Time: 1951.77 ms [2022-01-08 18:20:59 main:574] : INFO : Epoch 1629 | loss: 0.030983 | val_loss: 0.0313065 | Time: 1926.71 ms [2022-01-08 18:21:01 main:574] : INFO : Epoch 1630 | loss: 0.0309848 | val_loss: 0.0312785 | Time: 2009.01 ms [2022-01-08 18:21:03 main:574] : INFO : Epoch 1631 | loss: 0.0309923 | val_loss: 0.0312862 | Time: 1698.86 ms [2022-01-08 18:21:05 main:574] : INFO : Epoch 1632 | loss: 0.0309853 | val_loss: 0.0312834 | Time: 1877.49 ms [2022-01-08 18:21:07 main:574] : INFO : Epoch 1633 | loss: 0.0309864 | val_loss: 0.0312717 | Time: 2001.15 ms [2022-01-08 18:21:09 main:574] : INFO : Epoch 1634 | loss: 0.0309796 | val_loss: 0.0312799 | Time: 2012.15 ms [2022-01-08 18:21:11 main:574] : INFO : Epoch 1635 | loss: 0.0309805 | val_loss: 0.0313075 | Time: 2050.95 ms [2022-01-08 18:21:13 main:574] : INFO : Epoch 1636 | loss: 0.0309849 | val_loss: 0.0312776 | Time: 2016.91 ms [2022-01-08 18:21:15 main:574] : INFO : Epoch 1637 | loss: 0.031001 | val_loss: 0.0312724 | Time: 1919.63 ms [2022-01-08 18:21:17 main:574] : INFO : Epoch 1638 | loss: 0.0309876 | val_loss: 0.0312677 | Time: 2024.72 ms [2022-01-08 18:21:19 main:574] : INFO : Epoch 1639 | loss: 0.0309911 | val_loss: 0.031307 | Time: 1965.27 ms [2022-01-08 18:21:21 main:574] : INFO : Epoch 1640 | loss: 0.0309826 | val_loss: 0.0313144 | Time: 1959.4 ms [2022-01-08 18:21:23 main:574] : INFO : Epoch 1641 | loss: 0.0309769 | val_loss: 0.0313024 | Time: 1788.07 ms [2022-01-08 18:21:24 main:574] : INFO : Epoch 1642 | loss: 0.030984 | val_loss: 0.031302 | Time: 1668.73 ms [2022-01-08 18:21:26 main:574] : INFO : Epoch 1643 | loss: 0.030994 | val_loss: 0.0312822 | Time: 1989.64 ms [2022-01-08 18:21:28 main:574] : INFO : Epoch 1644 | loss: 0.0309892 | val_loss: 0.0312963 | Time: 1950.2 ms [2022-01-08 18:21:30 main:574] : INFO : Epoch 1645 | loss: 0.0310068 | val_loss: 0.0312718 | Time: 2071.8 ms [2022-01-08 18:21:32 main:574] : INFO : Epoch 1646 | loss: 0.0310118 | val_loss: 0.0312689 | Time: 2049.64 ms [2022-01-08 18:21:34 main:574] : INFO : Epoch 1647 | loss: 0.030996 | val_loss: 0.0312513 | Time: 1994.62 ms [2022-01-08 18:21:36 main:574] : INFO : Epoch 1648 | loss: 0.0310013 | val_loss: 0.0312646 | Time: 2004.07 ms [2022-01-08 18:21:38 main:574] : INFO : Epoch 1649 | loss: 0.0309889 | val_loss: 0.0312962 | Time: 1966 ms [2022-01-08 18:21:40 main:574] : INFO : Epoch 1650 | loss: 0.0309817 | val_loss: 0.0313166 | Time: 2001.5 ms [2022-01-08 18:21:42 main:574] : INFO : Epoch 1651 | loss: 0.0309858 | val_loss: 0.0313135 | Time: 1923.75 ms [2022-01-08 18:21:44 main:574] : INFO : Epoch 1652 | loss: 0.0309828 | val_loss: 0.0312985 | Time: 1567.19 ms [2022-01-08 18:21:46 main:574] : INFO : Epoch 1653 | loss: 0.0309857 | val_loss: 0.0312979 | Time: 2001.95 ms [2022-01-08 18:21:48 main:574] : INFO : Epoch 1654 | loss: 0.0309823 | val_loss: 0.0313208 | Time: 1983.92 ms [2022-01-08 18:21:50 main:574] : INFO : Epoch 1655 | loss: 0.0309839 | val_loss: 0.0312791 | Time: 2035.03 ms [2022-01-08 18:21:52 main:574] : INFO : Epoch 1656 | loss: 0.0309823 | val_loss: 0.0313145 | Time: 2089.27 ms [2022-01-08 18:21:54 main:574] : INFO : Epoch 1657 | loss: 0.0309857 | val_loss: 0.0312768 | Time: 2059.18 ms [2022-01-08 18:21:56 main:574] : INFO : Epoch 1658 | loss: 0.0309889 | val_loss: 0.0312829 | Time: 2028.84 ms [2022-01-08 18:21:58 main:574] : INFO : Epoch 1659 | loss: 0.0309877 | val_loss: 0.031311 | Time: 2016.12 ms [2022-01-08 18:22:00 main:574] : INFO : Epoch 1660 | loss: 0.030985 | val_loss: 0.0312868 | Time: 1961.09 ms [2022-01-08 18:22:02 main:574] : INFO : Epoch 1661 | loss: 0.0309878 | val_loss: 0.031324 | Time: 1913.47 ms [2022-01-08 18:22:04 main:574] : INFO : Epoch 1662 | loss: 0.0309878 | val_loss: 0.0313116 | Time: 1487.88 ms [2022-01-08 18:22:06 main:574] : INFO : Epoch 1663 | loss: 0.0309827 | val_loss: 0.0313107 | Time: 2089.79 ms [2022-01-08 18:22:08 main:574] : INFO : Epoch 1664 | loss: 0.0309777 | val_loss: 0.0313156 | Time: 1988.78 ms [2022-01-08 18:22:10 main:574] : INFO : Epoch 1665 | loss: 0.030988 | val_loss: 0.031308 | Time: 2020.18 ms [2022-01-08 18:22:12 main:574] : INFO : Epoch 1666 | loss: 0.0309845 | val_loss: 0.0313035 | Time: 1975.03 ms [2022-01-08 18:22:14 main:574] : INFO : Epoch 1667 | loss: 0.0309872 | val_loss: 0.031314 | Time: 1973.13 ms [2022-01-08 18:22:16 main:574] : INFO : Epoch 1668 | loss: 0.0309896 | val_loss: 0.0313373 | Time: 1967.35 ms [2022-01-08 18:22:18 main:574] : INFO : Epoch 1669 | loss: 0.0310028 | val_loss: 0.0313028 | Time: 2026.82 ms [2022-01-08 18:22:20 main:574] : INFO : Epoch 1670 | loss: 0.0309949 | val_loss: 0.0313228 | Time: 1992.5 ms [2022-01-08 18:22:22 main:574] : INFO : Epoch 1671 | loss: 0.0309915 | val_loss: 0.0312956 | Time: 1991.52 ms [2022-01-08 18:22:23 main:574] : INFO : Epoch 1672 | loss: 0.0309904 | val_loss: 0.0313184 | Time: 1491.51 ms [2022-01-08 18:22:25 main:574] : INFO : Epoch 1673 | loss: 0.0309808 | val_loss: 0.0313008 | Time: 2000.66 ms [2022-01-08 18:22:27 main:574] : INFO : Epoch 1674 | loss: 0.031002 | val_loss: 0.0312905 | Time: 1966.27 ms [2022-01-08 18:22:29 main:574] : INFO : Epoch 1675 | loss: 0.0309951 | val_loss: 0.0313162 | Time: 2050.65 ms [2022-01-08 18:22:31 main:574] : INFO : Epoch 1676 | loss: 0.0309933 | val_loss: 0.0312907 | Time: 1986.89 ms [2022-01-08 18:22:33 main:574] : INFO : Epoch 1677 | loss: 0.0309832 | val_loss: 0.0312956 | Time: 2008.96 ms [2022-01-08 18:22:35 main:574] : INFO : Epoch 1678 | loss: 0.0309835 | val_loss: 0.0313113 | Time: 1986.68 ms [2022-01-08 18:22:37 main:574] : INFO : Epoch 1679 | loss: 0.0309813 | val_loss: 0.0313241 | Time: 2073.25 ms [2022-01-08 18:22:39 main:574] : INFO : Epoch 1680 | loss: 0.0309814 | val_loss: 0.031333 | Time: 1990.84 ms [2022-01-08 18:22:41 main:574] : INFO : Epoch 1681 | loss: 0.0309806 | val_loss: 0.0313006 | Time: 2041.35 ms [2022-01-08 18:22:43 main:574] : INFO : Epoch 1682 | loss: 0.0309819 | val_loss: 0.03131 | Time: 1566.28 ms [2022-01-08 18:22:45 main:574] : INFO : Epoch 1683 | loss: 0.0309788 | val_loss: 0.0313013 | Time: 1895.13 ms [2022-01-08 18:22:47 main:574] : INFO : Epoch 1684 | loss: 0.0309807 | val_loss: 0.0313339 | Time: 2001.46 ms [2022-01-08 18:22:49 main:574] : INFO : Epoch 1685 | loss: 0.0309893 | val_loss: 0.0312963 | Time: 1988.6 ms [2022-01-08 18:22:51 main:574] : INFO : Epoch 1686 | loss: 0.0309938 | val_loss: 0.0313352 | Time: 1948.23 ms [2022-01-08 18:22:53 main:574] : INFO : Epoch 1687 | loss: 0.0310023 | val_loss: 0.0313045 | Time: 1990.12 ms [2022-01-08 18:22:55 main:574] : INFO : Epoch 1688 | loss: 0.0309936 | val_loss: 0.0312908 | Time: 1920.85 ms [2022-01-08 18:22:57 main:574] : INFO : Epoch 1689 | loss: 0.0309882 | val_loss: 0.0312901 | Time: 1987.72 ms [2022-01-08 18:22:59 main:574] : INFO : Epoch 1690 | loss: 0.0309864 | val_loss: 0.0313201 | Time: 1978.2 ms [2022-01-08 18:23:01 main:574] : INFO : Epoch 1691 | loss: 0.0309875 | val_loss: 0.0312982 | Time: 2058.84 ms [2022-01-08 18:23:03 main:574] : INFO : Epoch 1692 | loss: 0.0309973 | val_loss: 0.0312808 | Time: 1799.62 ms [2022-01-08 18:23:04 main:574] : INFO : Epoch 1693 | loss: 0.030982 | val_loss: 0.0312879 | Time: 1707.73 ms [2022-01-08 18:23:06 main:574] : INFO : Epoch 1694 | loss: 0.0309843 | val_loss: 0.0313073 | Time: 1959.27 ms [2022-01-08 18:23:08 main:574] : INFO : Epoch 1695 | loss: 0.0309829 | val_loss: 0.031285 | Time: 1955.41 ms [2022-01-08 18:23:10 main:574] : INFO : Epoch 1696 | loss: 0.0309849 | val_loss: 0.0313624 | Time: 2019.39 ms [2022-01-08 18:23:12 main:574] : INFO : Epoch 1697 | loss: 0.0309894 | val_loss: 0.0313156 | Time: 2056.46 ms [2022-01-08 18:23:14 main:574] : INFO : Epoch 1698 | loss: 0.0309995 | val_loss: 0.0312903 | Time: 2008.55 ms [2022-01-08 18:23:17 main:574] : INFO : Epoch 1699 | loss: 0.0309887 | val_loss: 0.0312853 | Time: 2028.23 ms [2022-01-08 18:23:19 main:574] : INFO : Epoch 1700 | loss: 0.0309922 | val_loss: 0.0312824 | Time: 2050.69 ms [2022-01-08 18:23:21 main:574] : INFO : Epoch 1701 | loss: 0.030998 | val_loss: 0.0312757 | Time: 1983.85 ms [2022-01-08 18:23:22 main:574] : INFO : Epoch 1702 | loss: 0.0309974 | val_loss: 0.0312757 | Time: 1895.26 ms [2022-01-08 18:23:24 main:574] : INFO : Epoch 1703 | loss: 0.0309853 | val_loss: 0.0313157 | Time: 1553.57 ms [2022-01-08 18:23:26 main:574] : INFO : Epoch 1704 | loss: 0.0309772 | val_loss: 0.0312585 | Time: 2028.66 ms [2022-01-08 18:23:28 main:574] : INFO : Epoch 1705 | loss: 0.030987 | val_loss: 0.0312778 | Time: 2002.33 ms [2022-01-08 18:23:30 main:574] : INFO : Epoch 1706 | loss: 0.0309901 | val_loss: 0.0312858 | Time: 2063.51 ms [2022-01-08 18:23:32 main:574] : INFO : Epoch 1707 | loss: 0.0309886 | val_loss: 0.0312862 | Time: 2001.62 ms [2022-01-08 18:23:34 main:574] : INFO : Epoch 1708 | loss: 0.0309883 | val_loss: 0.0313029 | Time: 2146.64 ms [2022-01-08 18:23:36 main:574] : INFO : Epoch 1709 | loss: 0.0309866 | val_loss: 0.0312924 | Time: 2011.06 ms [2022-01-08 18:23:38 main:574] : INFO : Epoch 1710 | loss: 0.0309804 | val_loss: 0.031304 | Time: 2019.4 ms [2022-01-08 18:23:41 main:574] : INFO : Epoch 1711 | loss: 0.0309846 | val_loss: 0.031285 | Time: 2134.67 ms [2022-01-08 18:23:43 main:574] : INFO : Epoch 1712 | loss: 0.0309836 | val_loss: 0.0313069 | Time: 1940.57 ms [2022-01-08 18:23:44 main:574] : INFO : Epoch 1713 | loss: 0.03099 | val_loss: 0.031286 | Time: 1610.94 ms [2022-01-08 18:23:46 main:574] : INFO : Epoch 1714 | loss: 0.0309955 | val_loss: 0.031289 | Time: 2054.27 ms [2022-01-08 18:23:48 main:574] : INFO : Epoch 1715 | loss: 0.0309927 | val_loss: 0.0313013 | Time: 2013.49 ms [2022-01-08 18:23:50 main:574] : INFO : Epoch 1716 | loss: 0.0309861 | val_loss: 0.0312911 | Time: 2009.59 ms [2022-01-08 18:23:52 main:574] : INFO : Epoch 1717 | loss: 0.0309868 | val_loss: 0.0313133 | Time: 1995.75 ms [2022-01-08 18:23:54 main:574] : INFO : Epoch 1718 | loss: 0.0309774 | val_loss: 0.0312906 | Time: 2015.19 ms [2022-01-08 18:23:56 main:574] : INFO : Epoch 1719 | loss: 0.0309862 | val_loss: 0.0312811 | Time: 2030.48 ms [2022-01-08 18:23:58 main:574] : INFO : Epoch 1720 | loss: 0.0310097 | val_loss: 0.0312847 | Time: 2000.78 ms [2022-01-08 18:24:00 main:574] : INFO : Epoch 1721 | loss: 0.0310129 | val_loss: 0.0312788 | Time: 1999.09 ms [2022-01-08 18:24:02 main:574] : INFO : Epoch 1722 | loss: 0.0310109 | val_loss: 0.0313148 | Time: 2001.98 ms [2022-01-08 18:24:04 main:574] : INFO : Epoch 1723 | loss: 0.0309994 | val_loss: 0.0312719 | Time: 1459.78 ms [2022-01-08 18:24:06 main:574] : INFO : Epoch 1724 | loss: 0.0309872 | val_loss: 0.031302 | Time: 1977.72 ms [2022-01-08 18:24:08 main:574] : INFO : Epoch 1725 | loss: 0.0309863 | val_loss: 0.0313138 | Time: 2060.17 ms [2022-01-08 18:24:10 main:574] : INFO : Epoch 1726 | loss: 0.0309905 | val_loss: 0.0312982 | Time: 2078.85 ms [2022-01-08 18:24:12 main:574] : INFO : Epoch 1727 | loss: 0.0309853 | val_loss: 0.0313001 | Time: 2077.56 ms [2022-01-08 18:24:14 main:574] : INFO : Epoch 1728 | loss: 0.0309829 | val_loss: 0.0313148 | Time: 2017.36 ms [2022-01-08 18:24:16 main:574] : INFO : Epoch 1729 | loss: 0.0309845 | val_loss: 0.0313296 | Time: 1987.63 ms [2022-01-08 18:24:18 main:574] : INFO : Epoch 1730 | loss: 0.030978 | val_loss: 0.0312994 | Time: 2113.65 ms [2022-01-08 18:24:20 main:574] : INFO : Epoch 1731 | loss: 0.0309838 | val_loss: 0.0312985 | Time: 2049.48 ms [2022-01-08 18:24:22 main:574] : INFO : Epoch 1732 | loss: 0.0309977 | val_loss: 0.0313381 | Time: 2064.16 ms [2022-01-08 18:24:24 main:574] : INFO : Epoch 1733 | loss: 0.0309992 | val_loss: 0.031295 | Time: 1517.89 ms [2022-01-08 18:24:26 main:574] : INFO : Epoch 1734 | loss: 0.0309941 | val_loss: 0.0312889 | Time: 2054.53 ms [2022-01-08 18:24:28 main:574] : INFO : Epoch 1735 | loss: 0.0309932 | val_loss: 0.0312756 | Time: 1995.91 ms [2022-01-08 18:24:30 main:574] : INFO : Epoch 1736 | loss: 0.0309843 | val_loss: 0.0313216 | Time: 2052.31 ms [2022-01-08 18:24:32 main:574] : INFO : Epoch 1737 | loss: 0.0309851 | val_loss: 0.0312874 | Time: 2025.99 ms [2022-01-08 18:24:34 main:574] : INFO : Epoch 1738 | loss: 0.0309867 | val_loss: 0.0313286 | Time: 2048.08 ms [2022-01-08 18:24:36 main:574] : INFO : Epoch 1739 | loss: 0.0309895 | val_loss: 0.0312949 | Time: 1988.67 ms [2022-01-08 18:24:38 main:574] : INFO : Epoch 1740 | loss: 0.0309965 | val_loss: 0.0312965 | Time: 2051.05 ms [2022-01-08 18:24:40 main:574] : INFO : Epoch 1741 | loss: 0.030998 | val_loss: 0.0312966 | Time: 2041.71 ms [2022-01-08 18:24:42 main:574] : INFO : Epoch 1742 | loss: 0.0309814 | val_loss: 0.0313281 | Time: 2060.32 ms [2022-01-08 18:24:44 main:574] : INFO : Epoch 1743 | loss: 0.0309872 | val_loss: 0.0313163 | Time: 1463.88 ms [2022-01-08 18:24:46 main:574] : INFO : Epoch 1744 | loss: 0.0309855 | val_loss: 0.031324 | Time: 2097.07 ms [2022-01-08 18:24:48 main:574] : INFO : Epoch 1745 | loss: 0.0309862 | val_loss: 0.0313034 | Time: 2042.67 ms [2022-01-08 18:24:50 main:574] : INFO : Epoch 1746 | loss: 0.0309837 | val_loss: 0.0313245 | Time: 2071.62 ms [2022-01-08 18:24:52 main:574] : INFO : Epoch 1747 | loss: 0.0309893 | val_loss: 0.0313036 | Time: 2057.86 ms [2022-01-08 18:24:54 main:574] : INFO : Epoch 1748 | loss: 0.0309844 | val_loss: 0.0312928 | Time: 1973.11 ms [2022-01-08 18:24:56 main:574] : INFO : Epoch 1749 | loss: 0.0309825 | val_loss: 0.0312857 | Time: 2103.2 ms [2022-01-08 18:24:58 main:574] : INFO : Epoch 1750 | loss: 0.0309826 | val_loss: 0.0313339 | Time: 2097.55 ms [2022-01-08 18:25:00 main:574] : INFO : Epoch 1751 | loss: 0.0310028 | val_loss: 0.0313077 | Time: 2034.96 ms [2022-01-08 18:25:02 main:574] : INFO : Epoch 1752 | loss: 0.0309945 | val_loss: 0.0313065 | Time: 2018.01 ms [2022-01-08 18:25:04 main:574] : INFO : Epoch 1753 | loss: 0.0309782 | val_loss: 0.0313119 | Time: 1538.05 ms [2022-01-08 18:25:06 main:574] : INFO : Epoch 1754 | loss: 0.0309914 | val_loss: 0.0312557 | Time: 2096.94 ms [2022-01-08 18:25:08 main:574] : INFO : Epoch 1755 | loss: 0.0310011 | val_loss: 0.0312506 | Time: 2058.7 ms [2022-01-08 18:25:10 main:574] : INFO : Epoch 1756 | loss: 0.0309959 | val_loss: 0.0312501 | Time: 2070.24 ms [2022-01-08 18:25:12 main:574] : INFO : Epoch 1757 | loss: 0.0310092 | val_loss: 0.0312788 | Time: 2015.22 ms [2022-01-08 18:25:14 main:574] : INFO : Epoch 1758 | loss: 0.0309921 | val_loss: 0.0312951 | Time: 2053.06 ms [2022-01-08 18:25:16 main:574] : INFO : Epoch 1759 | loss: 0.0309833 | val_loss: 0.031303 | Time: 2044.88 ms [2022-01-08 18:25:18 main:574] : INFO : Epoch 1760 | loss: 0.0309835 | val_loss: 0.0313143 | Time: 2068.61 ms [2022-01-08 18:25:20 main:574] : INFO : Epoch 1761 | loss: 0.0309877 | val_loss: 0.0313145 | Time: 1965.76 ms [2022-01-08 18:25:23 main:574] : INFO : Epoch 1762 | loss: 0.0309821 | val_loss: 0.0312988 | Time: 2058.15 ms [2022-01-08 18:25:24 main:574] : INFO : Epoch 1763 | loss: 0.0309817 | val_loss: 0.031328 | Time: 1579.37 ms [2022-01-08 18:25:26 main:574] : INFO : Epoch 1764 | loss: 0.0309808 | val_loss: 0.0313165 | Time: 2033.04 ms [2022-01-08 18:25:28 main:574] : INFO : Epoch 1765 | loss: 0.0309898 | val_loss: 0.0312982 | Time: 1974.73 ms [2022-01-08 18:25:30 main:574] : INFO : Epoch 1766 | loss: 0.0310229 | val_loss: 0.0313062 | Time: 2056.71 ms [2022-01-08 18:25:32 main:574] : INFO : Epoch 1767 | loss: 0.0310027 | val_loss: 0.0313001 | Time: 2025.51 ms [2022-01-08 18:25:34 main:574] : INFO : Epoch 1768 | loss: 0.030996 | val_loss: 0.031288 | Time: 2010.83 ms [2022-01-08 18:25:36 main:574] : INFO : Epoch 1769 | loss: 0.0309939 | val_loss: 0.0313094 | Time: 2086.51 ms [2022-01-08 18:25:38 main:574] : INFO : Epoch 1770 | loss: 0.030986 | val_loss: 0.031292 | Time: 2075.08 ms [2022-01-08 18:25:41 main:574] : INFO : Epoch 1771 | loss: 0.030989 | val_loss: 0.031319 | Time: 1999.59 ms [2022-01-08 18:25:42 main:574] : INFO : Epoch 1772 | loss: 0.0309845 | val_loss: 0.0313234 | Time: 1976.67 ms [2022-01-08 18:25:44 main:574] : INFO : Epoch 1773 | loss: 0.030989 | val_loss: 0.0313078 | Time: 1545.92 ms [2022-01-08 18:25:46 main:574] : INFO : Epoch 1774 | loss: 0.030982 | val_loss: 0.0313196 | Time: 2075.48 ms [2022-01-08 18:25:48 main:574] : INFO : Epoch 1775 | loss: 0.0309751 | val_loss: 0.0313149 | Time: 1986.28 ms [2022-01-08 18:25:50 main:574] : INFO : Epoch 1776 | loss: 0.0309827 | val_loss: 0.0313055 | Time: 2046.25 ms [2022-01-08 18:25:52 main:574] : INFO : Epoch 1777 | loss: 0.0309818 | val_loss: 0.0313293 | Time: 2086.42 ms [2022-01-08 18:25:54 main:574] : INFO : Epoch 1778 | loss: 0.0309916 | val_loss: 0.0312918 | Time: 2149.23 ms [2022-01-08 18:25:57 main:574] : INFO : Epoch 1779 | loss: 0.03099 | val_loss: 0.0312668 | Time: 2050.27 ms [2022-01-08 18:25:59 main:574] : INFO : Epoch 1780 | loss: 0.0309924 | val_loss: 0.031286 | Time: 2045.96 ms [2022-01-08 18:26:01 main:574] : INFO : Epoch 1781 | loss: 0.0309944 | val_loss: 0.0312868 | Time: 1969.39 ms [2022-01-08 18:26:03 main:574] : INFO : Epoch 1782 | loss: 0.030985 | val_loss: 0.0312924 | Time: 2006.89 ms [2022-01-08 18:26:04 main:574] : INFO : Epoch 1783 | loss: 0.0309926 | val_loss: 0.0312618 | Time: 1565.23 ms [2022-01-08 18:26:06 main:574] : INFO : Epoch 1784 | loss: 0.0309947 | val_loss: 0.0312777 | Time: 2040.52 ms [2022-01-08 18:26:08 main:574] : INFO : Epoch 1785 | loss: 0.0309871 | val_loss: 0.0313066 | Time: 1996.11 ms [2022-01-08 18:26:10 main:574] : INFO : Epoch 1786 | loss: 0.0309845 | val_loss: 0.0313093 | Time: 1971.65 ms [2022-01-08 18:26:12 main:574] : INFO : Epoch 1787 | loss: 0.0309765 | val_loss: 0.0313157 | Time: 1902.48 ms [2022-01-08 18:26:14 main:574] : INFO : Epoch 1788 | loss: 0.0309771 | val_loss: 0.0312993 | Time: 1960.44 ms [2022-01-08 18:26:16 main:574] : INFO : Epoch 1789 | loss: 0.0309809 | val_loss: 0.0313177 | Time: 2015.46 ms [2022-01-08 18:26:18 main:574] : INFO : Epoch 1790 | loss: 0.0309857 | val_loss: 0.0313105 | Time: 1993.9 ms [2022-01-08 18:26:20 main:574] : INFO : Epoch 1791 | loss: 0.0309886 | val_loss: 0.0313125 | Time: 1894.05 ms [2022-01-08 18:26:22 main:574] : INFO : Epoch 1792 | loss: 0.0309893 | val_loss: 0.0312906 | Time: 1987.45 ms [2022-01-08 18:26:24 main:574] : INFO : Epoch 1793 | loss: 0.0309876 | val_loss: 0.0312868 | Time: 1838.42 ms [2022-01-08 18:26:26 main:574] : INFO : Epoch 1794 | loss: 0.0309926 | val_loss: 0.0312774 | Time: 2014.32 ms [2022-01-08 18:26:28 main:574] : INFO : Epoch 1795 | loss: 0.0309914 | val_loss: 0.031287 | Time: 2002.36 ms [2022-01-08 18:26:30 main:574] : INFO : Epoch 1796 | loss: 0.0309855 | val_loss: 0.0313322 | Time: 2066.25 ms [2022-01-08 18:26:32 main:574] : INFO : Epoch 1797 | loss: 0.0309807 | val_loss: 0.0312851 | Time: 1998.51 ms [2022-01-08 18:26:34 main:574] : INFO : Epoch 1798 | loss: 0.030979 | val_loss: 0.0312977 | Time: 2036.49 ms [2022-01-08 18:26:36 main:574] : INFO : Epoch 1799 | loss: 0.0309815 | val_loss: 0.0312679 | Time: 1984.9 ms [2022-01-08 18:26:38 main:574] : INFO : Epoch 1800 | loss: 0.030985 | val_loss: 0.0313005 | Time: 1969.76 ms [2022-01-08 18:26:40 main:574] : INFO : Epoch 1801 | loss: 0.0309886 | val_loss: 0.0313325 | Time: 2047 ms [2022-01-08 18:26:42 main:574] : INFO : Epoch 1802 | loss: 0.0309889 | val_loss: 0.0313162 | Time: 2026.7 ms [2022-01-08 18:26:44 main:574] : INFO : Epoch 1803 | loss: 0.0309858 | val_loss: 0.0313179 | Time: 1542.74 ms [2022-01-08 18:26:46 main:574] : INFO : Epoch 1804 | loss: 0.0309773 | val_loss: 0.031305 | Time: 2055.67 ms [2022-01-08 18:26:48 main:574] : INFO : Epoch 1805 | loss: 0.0309756 | val_loss: 0.0312976 | Time: 2066.24 ms [2022-01-08 18:26:50 main:574] : INFO : Epoch 1806 | loss: 0.0309829 | val_loss: 0.0313083 | Time: 1963.82 ms [2022-01-08 18:26:52 main:574] : INFO : Epoch 1807 | loss: 0.0309812 | val_loss: 0.0313115 | Time: 2006.97 ms [2022-01-08 18:26:54 main:574] : INFO : Epoch 1808 | loss: 0.0309835 | val_loss: 0.0312847 | Time: 2013.99 ms [2022-01-08 18:26:56 main:574] : INFO : Epoch 1809 | loss: 0.0309977 | val_loss: 0.0312838 | Time: 1924.33 ms [2022-01-08 18:26:58 main:574] : INFO : Epoch 1810 | loss: 0.0309911 | val_loss: 0.0313096 | Time: 2017.37 ms [2022-01-08 18:27:00 main:574] : INFO : Epoch 1811 | loss: 0.0309842 | val_loss: 0.0313041 | Time: 1936.16 ms [2022-01-08 18:27:02 main:574] : INFO : Epoch 1812 | loss: 0.0309897 | val_loss: 0.031315 | Time: 1976.93 ms [2022-01-08 18:27:03 main:574] : INFO : Epoch 1813 | loss: 0.0309837 | val_loss: 0.0313345 | Time: 1566.58 ms [2022-01-08 18:27:05 main:574] : INFO : Epoch 1814 | loss: 0.030985 | val_loss: 0.0312937 | Time: 1996.04 ms [2022-01-08 18:27:07 main:574] : INFO : Epoch 1815 | loss: 0.0309859 | val_loss: 0.0312954 | Time: 1936.85 ms [2022-01-08 18:27:09 main:574] : INFO : Epoch 1816 | loss: 0.0309874 | val_loss: 0.0312877 | Time: 2096.7 ms [2022-01-08 18:27:11 main:574] : INFO : Epoch 1817 | loss: 0.0309819 | val_loss: 0.0312919 | Time: 1967.36 ms [2022-01-08 18:27:13 main:574] : INFO : Epoch 1818 | loss: 0.0309897 | val_loss: 0.0312709 | Time: 2022.37 ms [2022-01-08 18:27:15 main:574] : INFO : Epoch 1819 | loss: 0.0310006 | val_loss: 0.0312851 | Time: 1995.43 ms [2022-01-08 18:27:18 main:574] : INFO : Epoch 1820 | loss: 0.030994 | val_loss: 0.0313206 | Time: 2276.82 ms [2022-01-08 18:27:20 main:574] : INFO : Epoch 1821 | loss: 0.0309856 | val_loss: 0.031295 | Time: 2064.49 ms [2022-01-08 18:27:22 main:574] : INFO : Epoch 1822 | loss: 0.030986 | val_loss: 0.0312769 | Time: 2075.71 ms [2022-01-08 18:27:23 main:574] : INFO : Epoch 1823 | loss: 0.0309843 | val_loss: 0.0312811 | Time: 1509.8 ms [2022-01-08 18:27:26 main:574] : INFO : Epoch 1824 | loss: 0.0309832 | val_loss: 0.0312878 | Time: 2064.91 ms [2022-01-08 18:27:28 main:574] : INFO : Epoch 1825 | loss: 0.0309953 | val_loss: 0.031295 | Time: 2048.12 ms [2022-01-08 18:27:30 main:574] : INFO : Epoch 1826 | loss: 0.0309934 | val_loss: 0.0312876 | Time: 2078.35 ms [2022-01-08 18:27:32 main:574] : INFO : Epoch 1827 | loss: 0.0309898 | val_loss: 0.0312708 | Time: 2075.94 ms [2022-01-08 18:27:34 main:574] : INFO : Epoch 1828 | loss: 0.0309901 | val_loss: 0.0313081 | Time: 2029.07 ms [2022-01-08 18:27:36 main:574] : INFO : Epoch 1829 | loss: 0.0309873 | val_loss: 0.0312981 | Time: 2075.4 ms [2022-01-08 18:27:38 main:574] : INFO : Epoch 1830 | loss: 0.0309794 | val_loss: 0.0313054 | Time: 2006.4 ms [2022-01-08 18:27:40 main:574] : INFO : Epoch 1831 | loss: 0.0309817 | val_loss: 0.0313425 | Time: 2046.17 ms [2022-01-08 18:27:42 main:574] : INFO : Epoch 1832 | loss: 0.0309796 | val_loss: 0.0312976 | Time: 2015.41 ms [2022-01-08 18:27:44 main:574] : INFO : Epoch 1833 | loss: 0.0309843 | val_loss: 0.031329 | Time: 1484.14 ms [2022-01-08 18:27:46 main:574] : INFO : Epoch 1834 | loss: 0.0309818 | val_loss: 0.0313205 | Time: 2095.7 ms [2022-01-08 18:27:48 main:574] : INFO : Epoch 1835 | loss: 0.0309869 | val_loss: 0.03126 | Time: 2045.94 ms [2022-01-08 18:27:50 main:574] : INFO : Epoch 1836 | loss: 0.0309838 | val_loss: 0.0312986 | Time: 2005.55 ms [2022-01-08 18:27:52 main:574] : INFO : Epoch 1837 | loss: 0.0309907 | val_loss: 0.0313101 | Time: 2035.88 ms [2022-01-08 18:27:54 main:574] : INFO : Epoch 1838 | loss: 0.0309868 | val_loss: 0.0313184 | Time: 2062.71 ms [2022-01-08 18:27:56 main:574] : INFO : Epoch 1839 | loss: 0.0309865 | val_loss: 0.0313018 | Time: 2027.81 ms [2022-01-08 18:27:58 main:574] : INFO : Epoch 1840 | loss: 0.0309903 | val_loss: 0.0312988 | Time: 2024.19 ms [2022-01-08 18:28:00 main:574] : INFO : Epoch 1841 | loss: 0.0309915 | val_loss: 0.0313127 | Time: 1956.31 ms [2022-01-08 18:28:02 main:574] : INFO : Epoch 1842 | loss: 0.0309779 | val_loss: 0.0312952 | Time: 2066.15 ms [2022-01-08 18:28:03 main:574] : INFO : Epoch 1843 | loss: 0.0309803 | val_loss: 0.0312953 | Time: 1515.59 ms [2022-01-08 18:28:05 main:574] : INFO : Epoch 1844 | loss: 0.0309922 | val_loss: 0.0312723 | Time: 1976.91 ms [2022-01-08 18:28:07 main:574] : INFO : Epoch 1845 | loss: 0.0309881 | val_loss: 0.03131 | Time: 2023.74 ms [2022-01-08 18:28:09 main:574] : INFO : Epoch 1846 | loss: 0.0309881 | val_loss: 0.0313147 | Time: 1978.48 ms [2022-01-08 18:28:11 main:574] : INFO : Epoch 1847 | loss: 0.0309899 | val_loss: 0.031304 | Time: 1970.43 ms [2022-01-08 18:28:13 main:574] : INFO : Epoch 1848 | loss: 0.0309833 | val_loss: 0.0312882 | Time: 1969.26 ms [2022-01-08 18:28:15 main:574] : INFO : Epoch 1849 | loss: 0.03098 | val_loss: 0.0313208 | Time: 1990.84 ms [2022-01-08 18:28:17 main:574] : INFO : Epoch 1850 | loss: 0.030983 | val_loss: 0.0313184 | Time: 1946.45 ms [2022-01-08 18:28:19 main:574] : INFO : Epoch 1851 | loss: 0.0309835 | val_loss: 0.0312801 | Time: 1921.2 ms [2022-01-08 18:28:21 main:574] : INFO : Epoch 1852 | loss: 0.0309873 | val_loss: 0.0312701 | Time: 2013.5 ms [2022-01-08 18:28:23 main:574] : INFO : Epoch 1853 | loss: 0.0309799 | val_loss: 0.0312941 | Time: 1693.28 ms [2022-01-08 18:28:25 main:574] : INFO : Epoch 1854 | loss: 0.0309885 | val_loss: 0.0313036 | Time: 1779.13 ms [2022-01-08 18:28:27 main:574] : INFO : Epoch 1855 | loss: 0.03098 | val_loss: 0.0313274 | Time: 2047.31 ms [2022-01-08 18:28:29 main:574] : INFO : Epoch 1856 | loss: 0.0309977 | val_loss: 0.031274 | Time: 2013.79 ms [2022-01-08 18:28:31 main:574] : INFO : Epoch 1857 | loss: 0.0310012 | val_loss: 0.0312958 | Time: 1986.08 ms [2022-01-08 18:28:33 main:574] : INFO : Epoch 1858 | loss: 0.0310003 | val_loss: 0.0312714 | Time: 2016.28 ms [2022-01-08 18:28:35 main:574] : INFO : Epoch 1859 | loss: 0.0309875 | val_loss: 0.0313187 | Time: 1979.65 ms [2022-01-08 18:28:37 main:574] : INFO : Epoch 1860 | loss: 0.030987 | val_loss: 0.0313138 | Time: 2018.31 ms [2022-01-08 18:28:39 main:574] : INFO : Epoch 1861 | loss: 0.0309839 | val_loss: 0.031289 | Time: 2001.25 ms [2022-01-08 18:28:41 main:574] : INFO : Epoch 1862 | loss: 0.0309889 | val_loss: 0.0312747 | Time: 1937.49 ms [2022-01-08 18:28:43 main:574] : INFO : Epoch 1863 | loss: 0.0309922 | val_loss: 0.0313167 | Time: 1867.67 ms [2022-01-08 18:28:45 main:574] : INFO : Epoch 1864 | loss: 0.0309825 | val_loss: 0.0312952 | Time: 1655.45 ms [2022-01-08 18:28:47 main:574] : INFO : Epoch 1865 | loss: 0.03098 | val_loss: 0.0312985 | Time: 1994.73 ms [2022-01-08 18:28:49 main:574] : INFO : Epoch 1866 | loss: 0.0309742 | val_loss: 0.0312995 | Time: 2021.67 ms [2022-01-08 18:28:51 main:574] : INFO : Epoch 1867 | loss: 0.0309812 | val_loss: 0.031308 | Time: 1964.05 ms [2022-01-08 18:28:53 main:574] : INFO : Epoch 1868 | loss: 0.0309934 | val_loss: 0.0313235 | Time: 2018.16 ms [2022-01-08 18:28:55 main:574] : INFO : Epoch 1869 | loss: 0.0310043 | val_loss: 0.0313199 | Time: 2041.29 ms [2022-01-08 18:28:57 main:574] : INFO : Epoch 1870 | loss: 0.0309954 | val_loss: 0.0313072 | Time: 1989.34 ms [2022-01-08 18:28:59 main:574] : INFO : Epoch 1871 | loss: 0.0309849 | val_loss: 0.0313153 | Time: 2045.33 ms [2022-01-08 18:29:01 main:574] : INFO : Epoch 1872 | loss: 0.030976 | val_loss: 0.0313154 | Time: 2028.3 ms [2022-01-08 18:29:03 main:574] : INFO : Epoch 1873 | loss: 0.0309832 | val_loss: 0.0313007 | Time: 1922.98 ms [2022-01-08 18:29:04 main:574] : INFO : Epoch 1874 | loss: 0.0309813 | val_loss: 0.0313011 | Time: 1522.45 ms [2022-01-08 18:29:06 main:574] : INFO : Epoch 1875 | loss: 0.0309794 | val_loss: 0.0312917 | Time: 2049.92 ms [2022-01-08 18:29:08 main:574] : INFO : Epoch 1876 | loss: 0.0309889 | val_loss: 0.0312721 | Time: 2017.72 ms [2022-01-08 18:29:10 main:574] : INFO : Epoch 1877 | loss: 0.0309895 | val_loss: 0.0313006 | Time: 2000.17 ms [2022-01-08 18:29:12 main:574] : INFO : Epoch 1878 | loss: 0.0309926 | val_loss: 0.0312815 | Time: 1935.43 ms [2022-01-08 18:29:14 main:574] : INFO : Epoch 1879 | loss: 0.0309898 | val_loss: 0.0313159 | Time: 1945.78 ms [2022-01-08 18:29:16 main:574] : INFO : Epoch 1880 | loss: 0.0309802 | val_loss: 0.0313383 | Time: 1976.21 ms [2022-01-08 18:29:18 main:574] : INFO : Epoch 1881 | loss: 0.0309858 | val_loss: 0.0312964 | Time: 1999.83 ms [2022-01-08 18:29:20 main:574] : INFO : Epoch 1882 | loss: 0.0309906 | val_loss: 0.0312827 | Time: 1998.17 ms [2022-01-08 18:29:22 main:574] : INFO : Epoch 1883 | loss: 0.0309804 | val_loss: 0.0313219 | Time: 2017.85 ms [2022-01-08 18:29:24 main:574] : INFO : Epoch 1884 | loss: 0.0309842 | val_loss: 0.031322 | Time: 1524.04 ms [2022-01-08 18:29:26 main:574] : INFO : Epoch 1885 | loss: 0.0309824 | val_loss: 0.0313106 | Time: 1945.32 ms [2022-01-08 18:29:28 main:574] : INFO : Epoch 1886 | loss: 0.0309816 | val_loss: 0.0313133 | Time: 1986.63 ms [2022-01-08 18:29:30 main:574] : INFO : Epoch 1887 | loss: 0.0309857 | val_loss: 0.0313161 | Time: 2057.14 ms [2022-01-08 18:29:32 main:574] : INFO : Epoch 1888 | loss: 0.0309875 | val_loss: 0.0313281 | Time: 2007.07 ms [2022-01-08 18:29:34 main:574] : INFO : Epoch 1889 | loss: 0.0309783 | val_loss: 0.0313141 | Time: 2068.53 ms [2022-01-08 18:29:36 main:574] : INFO : Epoch 1890 | loss: 0.0309921 | val_loss: 0.0312912 | Time: 2080.1 ms [2022-01-08 18:29:38 main:574] : INFO : Epoch 1891 | loss: 0.0310032 | val_loss: 0.0313034 | Time: 2061.03 ms [2022-01-08 18:29:40 main:574] : INFO : Epoch 1892 | loss: 0.0309897 | val_loss: 0.0312932 | Time: 1972.45 ms [2022-01-08 18:29:42 main:574] : INFO : Epoch 1893 | loss: 0.0309859 | val_loss: 0.031279 | Time: 2082.39 ms [2022-01-08 18:29:44 main:574] : INFO : Epoch 1894 | loss: 0.0309842 | val_loss: 0.0313078 | Time: 1498.85 ms [2022-01-08 18:29:46 main:574] : INFO : Epoch 1895 | loss: 0.0309803 | val_loss: 0.0312994 | Time: 2028.28 ms [2022-01-08 18:29:48 main:574] : INFO : Epoch 1896 | loss: 0.030986 | val_loss: 0.0313266 | Time: 2066.47 ms [2022-01-08 18:29:50 main:574] : INFO : Epoch 1897 | loss: 0.0309827 | val_loss: 0.0312861 | Time: 2096.29 ms [2022-01-08 18:29:52 main:574] : INFO : Epoch 1898 | loss: 0.0309805 | val_loss: 0.0312985 | Time: 2040.13 ms [2022-01-08 18:29:54 main:574] : INFO : Epoch 1899 | loss: 0.0309785 | val_loss: 0.0312911 | Time: 2022.42 ms [2022-01-08 18:29:56 main:574] : INFO : Epoch 1900 | loss: 0.0309844 | val_loss: 0.0313105 | Time: 2058.88 ms [2022-01-08 18:29:58 main:574] : INFO : Epoch 1901 | loss: 0.0309845 | val_loss: 0.0313238 | Time: 2033.87 ms [2022-01-08 18:30:00 main:574] : INFO : Epoch 1902 | loss: 0.0309887 | val_loss: 0.0313117 | Time: 2007.35 ms [2022-01-08 18:30:02 main:574] : INFO : Epoch 1903 | loss: 0.0309815 | val_loss: 0.031275 | Time: 1999 ms [2022-01-08 18:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0309843 | val_loss: 0.0312939 | Time: 1468.55 ms [2022-01-08 18:30:06 main:574] : INFO : Epoch 1905 | loss: 0.0309876 | val_loss: 0.0312988 | Time: 2013.91 ms [2022-01-08 18:30:08 main:574] : INFO : Epoch 1906 | loss: 0.0309856 | val_loss: 0.0313099 | Time: 2002.61 ms [2022-01-08 18:30:10 main:574] : INFO : Epoch 1907 | loss: 0.0309923 | val_loss: 0.0312687 | Time: 1949.07 ms [2022-01-08 18:30:12 main:574] : INFO : Epoch 1908 | loss: 0.0310243 | val_loss: 0.0312671 | Time: 1963.22 ms [2022-01-08 18:30:14 main:574] : INFO : Epoch 1909 | loss: 0.031007 | val_loss: 0.0312883 | Time: 1976.08 ms [2022-01-08 18:30:16 main:574] : INFO : Epoch 1910 | loss: 0.0310414 | val_loss: 0.0314944 | Time: 2037.46 ms [2022-01-08 18:30:18 main:574] : INFO : Epoch 1911 | loss: 0.0310572 | val_loss: 0.0313017 | Time: 2038.97 ms [2022-01-08 18:30:20 main:574] : INFO : Epoch 1912 | loss: 0.0309879 | val_loss: 0.0313577 | Time: 1972.24 ms [2022-01-08 18:30:22 main:574] : INFO : Epoch 1913 | loss: 0.0309847 | val_loss: 0.0313223 | Time: 1957.86 ms [2022-01-08 18:30:23 main:574] : INFO : Epoch 1914 | loss: 0.0309798 | val_loss: 0.0313042 | Time: 1612.74 ms [2022-01-08 18:30:25 main:574] : INFO : Epoch 1915 | loss: 0.0309808 | val_loss: 0.0313063 | Time: 1843.58 ms [2022-01-08 18:30:27 main:574] : INFO : Epoch 1916 | loss: 0.0309883 | val_loss: 0.0312751 | Time: 1989.4 ms [2022-01-08 18:30:29 main:574] : INFO : Epoch 1917 | loss: 0.030991 | val_loss: 0.0312658 | Time: 1997.18 ms [2022-01-08 18:30:31 main:574] : INFO : Epoch 1918 | loss: 0.0309848 | val_loss: 0.0313166 | Time: 1970.81 ms [2022-01-08 18:30:33 main:574] : INFO : Epoch 1919 | loss: 0.0309807 | val_loss: 0.0313233 | Time: 2033.97 ms [2022-01-08 18:30:35 main:574] : INFO : Epoch 1920 | loss: 0.0309839 | val_loss: 0.031298 | Time: 2034.66 ms [2022-01-08 18:30:37 main:574] : INFO : Epoch 1921 | loss: 0.0309866 | val_loss: 0.0313132 | Time: 1937.91 ms [2022-01-08 18:30:39 main:574] : INFO : Epoch 1922 | loss: 0.0309902 | val_loss: 0.0313253 | Time: 2074.75 ms [2022-01-08 18:30:41 main:574] : INFO : Epoch 1923 | loss: 0.0309799 | val_loss: 0.0313141 | Time: 1934.07 ms [2022-01-08 18:30:43 main:574] : INFO : Epoch 1924 | loss: 0.0309791 | val_loss: 0.0313208 | Time: 1766.39 ms [2022-01-08 18:30:45 main:574] : INFO : Epoch 1925 | loss: 0.0309844 | val_loss: 0.0312704 | Time: 1673.9 ms [2022-01-08 18:30:47 main:574] : INFO : Epoch 1926 | loss: 0.0309839 | val_loss: 0.031271 | Time: 1985.79 ms [2022-01-08 18:30:49 main:574] : INFO : Epoch 1927 | loss: 0.0309864 | val_loss: 0.0313084 | Time: 1993.23 ms [2022-01-08 18:30:51 main:574] : INFO : Epoch 1928 | loss: 0.0309893 | val_loss: 0.0313479 | Time: 2021.92 ms [2022-01-08 18:30:53 main:574] : INFO : Epoch 1929 | loss: 0.0309889 | val_loss: 0.0313082 | Time: 2003.19 ms [2022-01-08 18:30:55 main:574] : INFO : Epoch 1930 | loss: 0.0309769 | val_loss: 0.0313235 | Time: 2012.14 ms [2022-01-08 18:30:57 main:574] : INFO : Epoch 1931 | loss: 0.0309855 | val_loss: 0.031279 | Time: 2082.35 ms [2022-01-08 18:30:59 main:574] : INFO : Epoch 1932 | loss: 0.0309826 | val_loss: 0.0313115 | Time: 1969.81 ms [2022-01-08 18:31:01 main:574] : INFO : Epoch 1933 | loss: 0.0309859 | val_loss: 0.0313025 | Time: 2050.93 ms [2022-01-08 18:31:03 main:574] : INFO : Epoch 1934 | loss: 0.0309858 | val_loss: 0.0313017 | Time: 1943.67 ms [2022-01-08 18:31:04 main:574] : INFO : Epoch 1935 | loss: 0.0309876 | val_loss: 0.031263 | Time: 1577.6 ms [2022-01-08 18:31:07 main:574] : INFO : Epoch 1936 | loss: 0.0309912 | val_loss: 0.0312883 | Time: 2032.63 ms [2022-01-08 18:31:09 main:574] : INFO : Epoch 1937 | loss: 0.0309792 | val_loss: 0.0313045 | Time: 2020.58 ms [2022-01-08 18:31:11 main:574] : INFO : Epoch 1938 | loss: 0.030976 | val_loss: 0.0313017 | Time: 2097.44 ms [2022-01-08 18:31:13 main:574] : INFO : Epoch 1939 | loss: 0.0309887 | val_loss: 0.0312906 | Time: 1958.62 ms [2022-01-08 18:31:15 main:574] : INFO : Epoch 1940 | loss: 0.030979 | val_loss: 0.0312707 | Time: 2020.43 ms [2022-01-08 18:31:17 main:574] : INFO : Epoch 1941 | loss: 0.0309843 | val_loss: 0.0312599 | Time: 1964.23 ms [2022-01-08 18:31:19 main:574] : INFO : Epoch 1942 | loss: 0.0309864 | val_loss: 0.031277 | Time: 1979.94 ms [2022-01-08 18:31:21 main:574] : INFO : Epoch 1943 | loss: 0.0309816 | val_loss: 0.031296 | Time: 2063.19 ms [2022-01-08 18:31:23 main:574] : INFO : Epoch 1944 | loss: 0.0309762 | val_loss: 0.0312964 | Time: 2038.71 ms [2022-01-08 18:31:24 main:574] : INFO : Epoch 1945 | loss: 0.0309812 | val_loss: 0.0313236 | Time: 1506.7 ms [2022-01-08 18:31:26 main:574] : INFO : Epoch 1946 | loss: 0.030986 | val_loss: 0.0313175 | Time: 1957.4 ms [2022-01-08 18:31:28 main:574] : INFO : Epoch 1947 | loss: 0.0309857 | val_loss: 0.0313463 | Time: 2031.38 ms [2022-01-08 18:31:30 main:574] : INFO : Epoch 1948 | loss: 0.0309949 | val_loss: 0.0312955 | Time: 1996.3 ms [2022-01-08 18:31:32 main:574] : INFO : Epoch 1949 | loss: 0.0309948 | val_loss: 0.0313026 | Time: 1902.97 ms [2022-01-08 18:31:34 main:574] : INFO : Epoch 1950 | loss: 0.0309877 | val_loss: 0.0312634 | Time: 2004.35 ms [2022-01-08 18:31:36 main:574] : INFO : Epoch 1951 | loss: 0.0309871 | val_loss: 0.0312965 | Time: 2003.15 ms [2022-01-08 18:31:38 main:574] : INFO : Epoch 1952 | loss: 0.0309873 | val_loss: 0.0313018 | Time: 2018.26 ms [2022-01-08 18:31:40 main:574] : INFO : Epoch 1953 | loss: 0.0309816 | val_loss: 0.0313077 | Time: 1950.08 ms [2022-01-08 18:31:42 main:574] : INFO : Epoch 1954 | loss: 0.030977 | val_loss: 0.0313065 | Time: 2060.65 ms [2022-01-08 18:31:44 main:574] : INFO : Epoch 1955 | loss: 0.030981 | val_loss: 0.0312744 | Time: 1470.68 ms [2022-01-08 18:31:46 main:574] : INFO : Epoch 1956 | loss: 0.0309894 | val_loss: 0.0312873 | Time: 2043.62 ms [2022-01-08 18:31:48 main:574] : INFO : Epoch 1957 | loss: 0.0309816 | val_loss: 0.0312912 | Time: 2045.5 ms [2022-01-08 18:31:50 main:574] : INFO : Epoch 1958 | loss: 0.0309821 | val_loss: 0.0313015 | Time: 2053.06 ms [2022-01-08 18:31:52 main:574] : INFO : Epoch 1959 | loss: 0.0309789 | val_loss: 0.0312773 | Time: 2074.61 ms [2022-01-08 18:31:54 main:574] : INFO : Epoch 1960 | loss: 0.0309917 | val_loss: 0.0312731 | Time: 2031.04 ms [2022-01-08 18:31:56 main:574] : INFO : Epoch 1961 | loss: 0.0309783 | val_loss: 0.0313279 | Time: 2012.71 ms [2022-01-08 18:31:58 main:574] : INFO : Epoch 1962 | loss: 0.0309838 | val_loss: 0.03128 | Time: 2002.28 ms [2022-01-08 18:32:00 main:574] : INFO : Epoch 1963 | loss: 0.0309861 | val_loss: 0.0312857 | Time: 1990.15 ms [2022-01-08 18:32:02 main:574] : INFO : Epoch 1964 | loss: 0.03099 | val_loss: 0.0313039 | Time: 1955.52 ms [2022-01-08 18:32:04 main:574] : INFO : Epoch 1965 | loss: 0.0309872 | val_loss: 0.0312925 | Time: 1524.22 ms [2022-01-08 18:32:06 main:574] : INFO : Epoch 1966 | loss: 0.0309816 | val_loss: 0.0312839 | Time: 1919.08 ms [2022-01-08 18:32:08 main:574] : INFO : Epoch 1967 | loss: 0.0309769 | val_loss: 0.0312877 | Time: 1997.27 ms [2022-01-08 18:32:10 main:574] : INFO : Epoch 1968 | loss: 0.0309805 | val_loss: 0.0312764 | Time: 1967.3 ms [2022-01-08 18:32:12 main:574] : INFO : Epoch 1969 | loss: 0.0309805 | val_loss: 0.0313114 | Time: 2013.27 ms [2022-01-08 18:32:14 main:574] : INFO : Epoch 1970 | loss: 0.0309775 | val_loss: 0.0313241 | Time: 2047.92 ms [2022-01-08 18:32:16 main:574] : INFO : Epoch 1971 | loss: 0.0309908 | val_loss: 0.031284 | Time: 2007.54 ms [2022-01-08 18:32:18 main:574] : INFO : Epoch 1972 | loss: 0.0309894 | val_loss: 0.0313147 | Time: 1939.83 ms [2022-01-08 18:32:20 main:574] : INFO : Epoch 1973 | loss: 0.0309852 | val_loss: 0.0313086 | Time: 1940.11 ms [2022-01-08 18:32:22 main:574] : INFO : Epoch 1974 | loss: 0.0309892 | val_loss: 0.0312771 | Time: 2004.18 ms [2022-01-08 18:32:23 main:574] : INFO : Epoch 1975 | loss: 0.0309858 | val_loss: 0.0313022 | Time: 1704.27 ms [2022-01-08 18:32:25 main:574] : INFO : Epoch 1976 | loss: 0.0309895 | val_loss: 0.0312705 | Time: 1788.97 ms [2022-01-08 18:32:27 main:574] : INFO : Epoch 1977 | loss: 0.0309884 | val_loss: 0.0313063 | Time: 2043.03 ms [2022-01-08 18:32:29 main:574] : INFO : Epoch 1978 | loss: 0.0309827 | val_loss: 0.0313209 | Time: 2023.82 ms [2022-01-08 18:32:31 main:574] : INFO : Epoch 1979 | loss: 0.0309761 | val_loss: 0.0313037 | Time: 1999.41 ms [2022-01-08 18:32:33 main:574] : INFO : Epoch 1980 | loss: 0.0309787 | val_loss: 0.0312967 | Time: 2030.84 ms [2022-01-08 18:32:35 main:574] : INFO : Epoch 1981 | loss: 0.0309864 | val_loss: 0.031325 | Time: 2011.3 ms [2022-01-08 18:32:37 main:574] : INFO : Epoch 1982 | loss: 0.030985 | val_loss: 0.0313306 | Time: 1988.27 ms [2022-01-08 18:32:39 main:574] : INFO : Epoch 1983 | loss: 0.0309798 | val_loss: 0.0313134 | Time: 2039.92 ms [2022-01-08 18:32:41 main:574] : INFO : Epoch 1984 | loss: 0.0309774 | val_loss: 0.0313018 | Time: 1978.19 ms [2022-01-08 18:32:43 main:574] : INFO : Epoch 1985 | loss: 0.0309897 | val_loss: 0.0312986 | Time: 1794.96 ms [2022-01-08 18:32:45 main:574] : INFO : Epoch 1986 | loss: 0.0309877 | val_loss: 0.0313015 | Time: 1710.69 ms [2022-01-08 18:32:47 main:574] : INFO : Epoch 1987 | loss: 0.0309843 | val_loss: 0.0313 | Time: 1958.58 ms [2022-01-08 18:32:49 main:574] : INFO : Epoch 1988 | loss: 0.0309916 | val_loss: 0.0312956 | Time: 2002.63 ms [2022-01-08 18:32:51 main:574] : INFO : Epoch 1989 | loss: 0.0309957 | val_loss: 0.0312903 | Time: 2112.65 ms [2022-01-08 18:32:53 main:574] : INFO : Epoch 1990 | loss: 0.0309873 | val_loss: 0.0312824 | Time: 2020.38 ms [2022-01-08 18:32:55 main:574] : INFO : Epoch 1991 | loss: 0.0309951 | val_loss: 0.0312998 | Time: 2049.82 ms [2022-01-08 18:32:57 main:574] : INFO : Epoch 1992 | loss: 0.030983 | val_loss: 0.0313078 | Time: 1892.57 ms [2022-01-08 18:32:59 main:574] : INFO : Epoch 1993 | loss: 0.0309787 | val_loss: 0.0312917 | Time: 2067.7 ms [2022-01-08 18:33:01 main:574] : INFO : Epoch 1994 | loss: 0.0309823 | val_loss: 0.0313178 | Time: 2077.02 ms [2022-01-08 18:33:03 main:574] : INFO : Epoch 1995 | loss: 0.0309906 | val_loss: 0.0313142 | Time: 1870.08 ms [2022-01-08 18:33:05 main:574] : INFO : Epoch 1996 | loss: 0.0309936 | val_loss: 0.03128 | Time: 1604.67 ms [2022-01-08 18:33:07 main:574] : INFO : Epoch 1997 | loss: 0.0309845 | val_loss: 0.031295 | Time: 1947.87 ms [2022-01-08 18:33:09 main:574] : INFO : Epoch 1998 | loss: 0.0309776 | val_loss: 0.031266 | Time: 1967.24 ms [2022-01-08 18:33:11 main:574] : INFO : Epoch 1999 | loss: 0.0309849 | val_loss: 0.0312821 | Time: 1927.99 ms [2022-01-08 18:33:13 main:574] : INFO : Epoch 2000 | loss: 0.0309808 | val_loss: 0.0312901 | Time: 2029.42 ms [2022-01-08 18:33:15 main:574] : INFO : Epoch 2001 | loss: 0.0309813 | val_loss: 0.0312951 | Time: 1937.95 ms [2022-01-08 18:33:17 main:574] : INFO : Epoch 2002 | loss: 0.0309812 | val_loss: 0.0312933 | Time: 1969.49 ms [2022-01-08 18:33:19 main:574] : INFO : Epoch 2003 | loss: 0.030975 | val_loss: 0.0312981 | Time: 2044.24 ms [2022-01-08 18:33:21 main:574] : INFO : Epoch 2004 | loss: 0.0309824 | val_loss: 0.0312949 | Time: 2049.73 ms [2022-01-08 18:33:23 main:574] : INFO : Epoch 2005 | loss: 0.0309871 | val_loss: 0.0312827 | Time: 2091.13 ms [2022-01-08 18:33:24 main:574] : INFO : Epoch 2006 | loss: 0.0309865 | val_loss: 0.0312854 | Time: 1524.84 ms [2022-01-08 18:33:26 main:574] : INFO : Epoch 2007 | loss: 0.0309852 | val_loss: 0.0313074 | Time: 1961.27 ms [2022-01-08 18:33:28 main:574] : INFO : Epoch 2008 | loss: 0.0309907 | val_loss: 0.0312754 | Time: 1978.32 ms [2022-01-08 18:33:30 main:574] : INFO : Epoch 2009 | loss: 0.0309772 | val_loss: 0.0312855 | Time: 1990.62 ms [2022-01-08 18:33:32 main:574] : INFO : Epoch 2010 | loss: 0.0309846 | val_loss: 0.0313256 | Time: 1925.37 ms [2022-01-08 18:33:34 main:574] : INFO : Epoch 2011 | loss: 0.0309848 | val_loss: 0.0313108 | Time: 2028.68 ms [2022-01-08 18:33:36 main:574] : INFO : Epoch 2012 | loss: 0.0310001 | val_loss: 0.0312626 | Time: 2000.5 ms [2022-01-08 18:33:38 main:574] : INFO : Epoch 2013 | loss: 0.0310138 | val_loss: 0.0313157 | Time: 1985.1 ms [2022-01-08 18:33:40 main:574] : INFO : Epoch 2014 | loss: 0.0309859 | val_loss: 0.0313138 | Time: 2012.35 ms [2022-01-08 18:33:42 main:574] : INFO : Epoch 2015 | loss: 0.0309806 | val_loss: 0.0312942 | Time: 1985.03 ms [2022-01-08 18:33:44 main:574] : INFO : Epoch 2016 | loss: 0.0309904 | val_loss: 0.0312999 | Time: 1496.76 ms [2022-01-08 18:33:46 main:574] : INFO : Epoch 2017 | loss: 0.0309839 | val_loss: 0.0313067 | Time: 1942.26 ms [2022-01-08 18:33:48 main:574] : INFO : Epoch 2018 | loss: 0.0309832 | val_loss: 0.0313135 | Time: 1949.61 ms [2022-01-08 18:33:50 main:574] : INFO : Epoch 2019 | loss: 0.0309758 | val_loss: 0.0313425 | Time: 2041.33 ms [2022-01-08 18:33:52 main:574] : INFO : Epoch 2020 | loss: 0.0309796 | val_loss: 0.0313128 | Time: 2036.95 ms [2022-01-08 18:33:54 main:574] : INFO : Epoch 2021 | loss: 0.0309814 | val_loss: 0.0313291 | Time: 2087.42 ms [2022-01-08 18:33:56 main:574] : INFO : Epoch 2022 | loss: 0.0309918 | val_loss: 0.0312644 | Time: 2011.61 ms [2022-01-08 18:33:58 main:574] : INFO : Epoch 2023 | loss: 0.0310059 | val_loss: 0.0312582 | Time: 2043.44 ms [2022-01-08 18:34:00 main:574] : INFO : Epoch 2024 | loss: 0.0309912 | val_loss: 0.031298 | Time: 1993.6 ms [2022-01-08 18:34:02 main:574] : INFO : Epoch 2025 | loss: 0.0309771 | val_loss: 0.0313187 | Time: 1891.87 ms [2022-01-08 18:34:04 main:574] : INFO : Epoch 2026 | loss: 0.03097 | val_loss: 0.031297 | Time: 1645.65 ms [2022-01-08 18:34:05 main:574] : INFO : Epoch 2027 | loss: 0.0309807 | val_loss: 0.0313151 | Time: 1862.67 ms [2022-01-08 18:34:07 main:574] : INFO : Epoch 2028 | loss: 0.0309802 | val_loss: 0.0313075 | Time: 1971.49 ms [2022-01-08 18:34:09 main:574] : INFO : Epoch 2029 | loss: 0.0309784 | val_loss: 0.0313039 | Time: 1987.53 ms [2022-01-08 18:34:11 main:574] : INFO : Epoch 2030 | loss: 0.0309761 | val_loss: 0.0313016 | Time: 2007.34 ms [2022-01-08 18:34:13 main:574] : INFO : Epoch 2031 | loss: 0.0309904 | val_loss: 0.0313213 | Time: 1981.07 ms [2022-01-08 18:34:15 main:574] : INFO : Epoch 2032 | loss: 0.0309809 | val_loss: 0.0313302 | Time: 1996.76 ms [2022-01-08 18:34:17 main:574] : INFO : Epoch 2033 | loss: 0.0309766 | val_loss: 0.0312911 | Time: 1929.56 ms [2022-01-08 18:34:19 main:574] : INFO : Epoch 2034 | loss: 0.0309835 | val_loss: 0.0313055 | Time: 2047.7 ms [2022-01-08 18:34:21 main:574] : INFO : Epoch 2035 | loss: 0.0309881 | val_loss: 0.0312848 | Time: 2023.97 ms [2022-01-08 18:34:23 main:574] : INFO : Epoch 2036 | loss: 0.0309893 | val_loss: 0.0313043 | Time: 1784.49 ms [2022-01-08 18:34:25 main:574] : INFO : Epoch 2037 | loss: 0.0309882 | val_loss: 0.0312681 | Time: 1698.21 ms [2022-01-08 18:34:27 main:574] : INFO : Epoch 2038 | loss: 0.0309836 | val_loss: 0.0312987 | Time: 1979.89 ms [2022-01-08 18:34:29 main:574] : INFO : Epoch 2039 | loss: 0.0309776 | val_loss: 0.0313053 | Time: 1960.53 ms [2022-01-08 18:34:31 main:574] : INFO : Epoch 2040 | loss: 0.0309835 | val_loss: 0.0313213 | Time: 1985.94 ms [2022-01-08 18:34:33 main:574] : INFO : Epoch 2041 | loss: 0.0309825 | val_loss: 0.0312987 | Time: 1977.84 ms [2022-01-08 18:34:35 main:574] : INFO : Epoch 2042 | loss: 0.0309863 | val_loss: 0.0312905 | Time: 2060.46 ms [2022-01-08 18:34:37 main:574] : INFO : Epoch 2043 | loss: 0.0309805 | val_loss: 0.0312939 | Time: 1933.55 ms [2022-01-08 18:34:39 main:574] : INFO : Epoch 2044 | loss: 0.0309748 | val_loss: 0.0313334 | Time: 1980.07 ms [2022-01-08 18:34:41 main:574] : INFO : Epoch 2045 | loss: 0.0309823 | val_loss: 0.0312952 | Time: 1984.43 ms [2022-01-08 18:34:43 main:574] : INFO : Epoch 2046 | loss: 0.0309779 | val_loss: 0.0313097 | Time: 2003.98 ms [2022-01-08 18:34:45 main:574] : INFO : Epoch 2047 | loss: 0.0309809 | val_loss: 0.0313206 | Time: 1585.98 ms [2022-01-08 18:34:47 main:574] : INFO : Epoch 2048 | loss: 0.0309816 | val_loss: 0.0312883 | Time: 2079.59 ms [2022-01-08 18:34:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312883 [2022-01-08 18:34:47 main:603] : INFO : Saving end state to config to file [2022-01-08 18:34:47 main:608] : INFO : Success, exiting.. 18:34:47 (456): 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)