Task 8407233
| Name | ParityModified-1634614744-11762-1_0 |
| Workunit | 5925882 |
| Created | 25 Oct 2021, 16:52:57 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 2 Nov 2021, 3:02:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 56 sec |
| CPU time | 1 hours 4 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> s [2021-11-01 22:45:55 main:581] : INFO : Epoch 1538 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 1958.05 ms [2021-11-01 22:45:57 main:581] : INFO : Epoch 1539 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 1961.11 ms [2021-11-01 22:45:59 main:581] : INFO : Epoch 1540 | loss: 0.0311723 | val_loss: 0.0311855 | Time: 1924.05 ms [2021-11-01 22:46:01 main:581] : INFO : Epoch 1541 | loss: 0.0311712 | val_loss: 0.0311855 | Time: 1861.51 ms [2021-11-01 22:46:03 main:581] : INFO : Epoch 1542 | loss: 0.0311829 | val_loss: 0.031191 | Time: 1866.58 ms [2021-11-01 22:46:05 main:581] : INFO : Epoch 1543 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 1871.39 ms [2021-11-01 22:46:07 main:581] : INFO : Epoch 1544 | loss: 0.0311853 | val_loss: 0.0311947 | Time: 1874.34 ms [2021-11-01 22:46:08 main:581] : INFO : Epoch 1545 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 1870.15 ms [2021-11-01 22:46:10 main:581] : INFO : Epoch 1546 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1867.59 ms [2021-11-01 22:46:12 main:581] : INFO : Epoch 1547 | loss: 0.0311804 | val_loss: 0.0311876 | Time: 1869.76 ms [2021-11-01 22:46:14 main:581] : INFO : Epoch 1548 | loss: 0.031179 | val_loss: 0.0311874 | Time: 1877.86 ms [2021-11-01 22:46:16 main:581] : INFO : Epoch 1549 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 1875.5 ms [2021-11-01 22:46:18 main:581] : INFO : Epoch 1550 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 1877.3 ms [2021-11-01 22:46:20 main:581] : INFO : Epoch 1551 | loss: 0.0311788 | val_loss: 0.031185 | Time: 1874.13 ms [2021-11-01 22:46:22 main:581] : INFO : Epoch 1552 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 1871.01 ms [2021-11-01 22:46:24 main:581] : INFO : Epoch 1553 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 1950.51 ms [2021-11-01 22:46:25 main:581] : INFO : Epoch 1554 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 1900 ms [2021-11-01 22:46:27 main:581] : INFO : Epoch 1555 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 1865.96 ms [2021-11-01 22:46:29 main:581] : INFO : Epoch 1556 | loss: 0.0311728 | val_loss: 0.031185 | Time: 1862.03 ms [2021-11-01 22:46:31 main:581] : INFO : Epoch 1557 | loss: 0.0311742 | val_loss: 0.0311885 | Time: 1929.21 ms [2021-11-01 22:46:33 main:581] : INFO : Epoch 1558 | loss: 0.0311764 | val_loss: 0.0311861 | Time: 1942.22 ms [2021-11-01 22:46:35 main:581] : INFO : Epoch 1559 | loss: 0.0311749 | val_loss: 0.0311857 | Time: 1878.38 ms [2021-11-01 22:46:37 main:581] : INFO : Epoch 1560 | loss: 0.0311734 | val_loss: 0.0311865 | Time: 1866.52 ms [2021-11-01 22:46:39 main:581] : INFO : Epoch 1561 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1877.48 ms [2021-11-01 22:46:41 main:581] : INFO : Epoch 1562 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 1870.67 ms [2021-11-01 22:46:42 main:581] : INFO : Epoch 1563 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 1864.15 ms [2021-11-01 22:46:44 main:581] : INFO : Epoch 1564 | loss: 0.0311725 | val_loss: 0.0311828 | Time: 1867.45 ms [2021-11-01 22:46:46 main:581] : INFO : Epoch 1565 | loss: 0.031174 | val_loss: 0.0311826 | Time: 1864.25 ms [2021-11-01 22:46:48 main:581] : INFO : Epoch 1566 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1869.73 ms [2021-11-01 22:46:50 main:581] : INFO : Epoch 1567 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 1869.88 ms [2021-11-01 22:46:52 main:581] : INFO : Epoch 1568 | loss: 0.0311738 | val_loss: 0.031185 | Time: 1867.66 ms [2021-11-01 22:46:54 main:581] : INFO : Epoch 1569 | loss: 0.0311734 | val_loss: 0.0311844 | Time: 1860.68 ms [2021-11-01 22:46:55 main:581] : INFO : Epoch 1570 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 1862.99 ms [2021-11-01 22:46:57 main:581] : INFO : Epoch 1571 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1880.81 ms [2021-11-01 22:46:59 main:581] : INFO : Epoch 1572 | loss: 0.0311708 | val_loss: 0.0311824 | Time: 1947.5 ms [2021-11-01 22:47:01 main:581] : INFO : Epoch 1573 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 1886.45 ms [2021-11-01 22:47:03 main:581] : INFO : Epoch 1574 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 1904.87 ms [2021-11-01 22:47:05 main:581] : INFO : Epoch 1575 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 1885 ms [2021-11-01 22:47:07 main:581] : INFO : Epoch 1576 | loss: 0.0311676 | val_loss: 0.0311835 | Time: 1969.3 ms [2021-11-01 22:47:09 main:581] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311866 | Time: 1899.28 ms [2021-11-01 22:47:11 main:581] : INFO : Epoch 1578 | loss: 0.0311723 | val_loss: 0.0311883 | Time: 1896.53 ms [2021-11-01 22:47:13 main:581] : INFO : Epoch 1579 | loss: 0.0311676 | val_loss: 0.0311879 | Time: 1899.24 ms [2021-11-01 22:47:15 main:581] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311929 | Time: 1871.47 ms [2021-11-01 22:47:16 main:581] : INFO : Epoch 1581 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 1874.42 ms [2021-11-01 22:47:18 main:581] : INFO : Epoch 1582 | loss: 0.0311657 | val_loss: 0.0311836 | Time: 1870.57 ms [2021-11-01 22:47:20 main:581] : INFO : Epoch 1583 | loss: 0.0311662 | val_loss: 0.0311851 | Time: 1869 ms [2021-11-01 22:47:22 main:581] : INFO : Epoch 1584 | loss: 0.0311698 | val_loss: 0.0311846 | Time: 1871.65 ms [2021-11-01 22:47:24 main:581] : INFO : Epoch 1585 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 1871.67 ms [2021-11-01 22:47:26 main:581] : INFO : Epoch 1586 | loss: 0.0311724 | val_loss: 0.0311848 | Time: 1870.37 ms [2021-11-01 22:47:28 main:581] : INFO : Epoch 1587 | loss: 0.0311716 | val_loss: 0.0311899 | Time: 1883.97 ms [2021-11-01 22:47:30 main:581] : INFO : Epoch 1588 | loss: 0.0311717 | val_loss: 0.031188 | Time: 1913.32 ms [2021-11-01 22:47:31 main:581] : INFO : Epoch 1589 | loss: 0.0311733 | val_loss: 0.0311857 | Time: 1874.45 ms [2021-11-01 22:47:33 main:581] : INFO : Epoch 1590 | loss: 0.0311732 | val_loss: 0.031184 | Time: 1941.22 ms [2021-11-01 22:47:35 main:581] : INFO : Epoch 1591 | loss: 0.0311744 | val_loss: 0.0311851 | Time: 1920.69 ms [2021-11-01 22:47:37 main:581] : INFO : Epoch 1592 | loss: 0.0311719 | val_loss: 0.0311844 | Time: 1903.94 ms [2021-11-01 22:47:39 main:581] : INFO : Epoch 1593 | loss: 0.0311703 | val_loss: 0.0311853 | Time: 1866.11 ms [2021-11-01 22:47:41 main:581] : INFO : Epoch 1594 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 1883.87 ms [2021-11-01 22:47:43 main:581] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.0311849 | Time: 1861.47 ms [2021-11-01 22:47:45 main:581] : INFO : Epoch 1596 | loss: 0.0311741 | val_loss: 0.0311978 | Time: 1857.24 ms [2021-11-01 22:47:46 main:581] : INFO : Epoch 1597 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 1851.21 ms [2021-11-01 22:47:48 main:581] : INFO : Epoch 1598 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 1846.6 ms [2021-11-01 22:47:50 main:581] : INFO : Epoch 1599 | loss: 0.031193 | val_loss: 0.0311931 | Time: 1851.02 ms [2021-11-01 22:47:52 main:581] : INFO : Epoch 1600 | loss: 0.031192 | val_loss: 0.0311955 | Time: 1854.32 ms [2021-11-01 22:47:54 main:581] : INFO : Epoch 1601 | loss: 0.0311979 | val_loss: 0.031199 | Time: 1854.11 ms [2021-11-01 22:47:56 main:581] : INFO : Epoch 1602 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 1862.04 ms [2021-11-01 22:47:58 main:581] : INFO : Epoch 1603 | loss: 0.0311979 | val_loss: 0.0311957 | Time: 1894.13 ms [2021-11-01 22:48:00 main:581] : INFO : Epoch 1604 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 1875.17 ms [2021-11-01 22:48:01 main:581] : INFO : Epoch 1605 | loss: 0.0311945 | val_loss: 0.0311978 | Time: 1888.81 ms [2021-11-01 22:48:03 main:581] : INFO : Epoch 1606 | loss: 0.031194 | val_loss: 0.0311981 | Time: 1891.44 ms [2021-11-01 22:48:05 main:581] : INFO : Epoch 1607 | loss: 0.031194 | val_loss: 0.0311927 | Time: 1878.45 ms [2021-11-01 22:48:07 main:581] : INFO : Epoch 1608 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 1870.38 ms [2021-11-01 22:48:09 main:581] : INFO : Epoch 1609 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 1892.38 ms [2021-11-01 22:48:11 main:581] : INFO : Epoch 1610 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1960.92 ms [2021-11-01 22:48:13 main:581] : INFO : Epoch 1611 | loss: 0.0311912 | val_loss: 0.0312031 | Time: 1965.07 ms [2021-11-01 22:48:15 main:581] : INFO : Epoch 1612 | loss: 0.0311921 | val_loss: 0.0311958 | Time: 1892.29 ms [2021-11-01 22:48:17 main:581] : INFO : Epoch 1613 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1865.16 ms [2021-11-01 22:48:19 main:581] : INFO : Epoch 1614 | loss: 0.031197 | val_loss: 0.0312026 | Time: 1884.65 ms [2021-11-01 22:48:20 main:581] : INFO : Epoch 1615 | loss: 0.0311974 | val_loss: 0.0312005 | Time: 1869.52 ms [2021-11-01 22:48:22 main:581] : INFO : Epoch 1616 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 1922.21 ms [2021-11-01 22:48:24 main:581] : INFO : Epoch 1617 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 1881.52 ms [2021-11-01 22:48:26 main:581] : INFO : Epoch 1618 | loss: 0.031194 | val_loss: 0.0311947 | Time: 1925.38 ms [2021-11-01 22:48:28 main:581] : INFO : Epoch 1619 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 1991.4 ms [2021-11-01 22:48:30 main:581] : INFO : Epoch 1620 | loss: 0.031191 | val_loss: 0.0311941 | Time: 1957.49 ms [2021-11-01 22:48:32 main:581] : INFO : Epoch 1621 | loss: 0.0311907 | val_loss: 0.0312014 | Time: 1967.66 ms [2021-11-01 22:48:34 main:581] : INFO : Epoch 1622 | loss: 0.031194 | val_loss: 0.0311922 | Time: 1970.67 ms [2021-11-01 22:48:36 main:581] : INFO : Epoch 1623 | loss: 0.0311894 | val_loss: 0.0311952 | Time: 1963.27 ms [2021-11-01 22:48:38 main:581] : INFO : Epoch 1624 | loss: 0.0311884 | val_loss: 0.031192 | Time: 1958.82 ms [2021-11-01 22:48:40 main:581] : INFO : Epoch 1625 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 1882.63 ms [2021-11-01 22:48:42 main:581] : INFO : Epoch 1626 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 1993.12 ms [2021-11-01 22:48:44 main:581] : INFO : Epoch 1627 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 1973.19 ms [2021-11-01 22:48:46 main:581] : INFO : Epoch 1628 | loss: 0.031185 | val_loss: 0.0311935 | Time: 1917.72 ms [2021-11-01 22:48:48 main:581] : INFO : Epoch 1629 | loss: 0.031188 | val_loss: 0.0311904 | Time: 1874.84 ms [2021-11-01 22:48:49 main:581] : INFO : Epoch 1630 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 1877.49 ms [2021-11-01 22:48:51 main:581] : INFO : Epoch 1631 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 1878.49 ms [2021-11-01 22:48:53 main:581] : INFO : Epoch 1632 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 1874.74 ms [2021-11-01 22:48:55 main:581] : INFO : Epoch 1633 | loss: 0.0311828 | val_loss: 0.0311908 | Time: 1864.4 ms [2021-11-01 22:48:57 main:581] : INFO : Epoch 1634 | loss: 0.0311822 | val_loss: 0.0311921 | Time: 1868.08 ms [2021-11-01 22:48:59 main:581] : INFO : Epoch 1635 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1869.47 ms [2021-11-01 22:49:01 main:581] : INFO : Epoch 1636 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 1866.73 ms [2021-11-01 22:49:03 main:581] : INFO : Epoch 1637 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 1864.16 ms [2021-11-01 22:49:05 main:581] : INFO : Epoch 1638 | loss: 0.0311816 | val_loss: 0.0311929 | Time: 1972.15 ms [2021-11-01 22:49:06 main:581] : INFO : Epoch 1639 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 1929.23 ms [2021-11-01 22:49:08 main:581] : INFO : Epoch 1640 | loss: 0.0311814 | val_loss: 0.0311959 | Time: 1876.68 ms [2021-11-01 22:49:10 main:581] : INFO : Epoch 1641 | loss: 0.0311816 | val_loss: 0.0311917 | Time: 1959.78 ms [2021-11-01 22:49:12 main:581] : INFO : Epoch 1642 | loss: 0.0311822 | val_loss: 0.0312039 | Time: 1979.22 ms [2021-11-01 22:49:14 main:581] : INFO : Epoch 1643 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 1930.81 ms [2021-11-01 22:49:16 main:581] : INFO : Epoch 1644 | loss: 0.0311831 | val_loss: 0.0311918 | Time: 1871.9 ms [2021-11-01 22:49:18 main:581] : INFO : Epoch 1645 | loss: 0.0311833 | val_loss: 0.0311909 | Time: 1890.12 ms [2021-11-01 22:49:20 main:581] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.0311936 | Time: 1875.17 ms [2021-11-01 22:49:22 main:581] : INFO : Epoch 1647 | loss: 0.0311802 | val_loss: 0.0311907 | Time: 1871.67 ms [2021-11-01 22:49:24 main:581] : INFO : Epoch 1648 | loss: 0.0311795 | val_loss: 0.0311903 | Time: 1868.79 ms [2021-11-01 22:49:26 main:581] : INFO : Epoch 1649 | loss: 0.0311792 | val_loss: 0.031193 | Time: 1944.16 ms [2021-11-01 22:49:27 main:581] : INFO : Epoch 1650 | loss: 0.031183 | val_loss: 0.0311933 | Time: 1792.43 ms [2021-11-01 22:49:29 main:581] : INFO : Epoch 1651 | loss: 0.0311838 | val_loss: 0.0311935 | Time: 1855.81 ms [2021-11-01 22:49:31 main:581] : INFO : Epoch 1652 | loss: 0.0311804 | val_loss: 0.0311924 | Time: 1943.35 ms [2021-11-01 22:49:33 main:581] : INFO : Epoch 1653 | loss: 0.0311801 | val_loss: 0.0311928 | Time: 1918.85 ms [2021-11-01 22:49:35 main:581] : INFO : Epoch 1654 | loss: 0.0311794 | val_loss: 0.0311947 | Time: 1908 ms [2021-11-01 22:49:37 main:581] : INFO : Epoch 1655 | loss: 0.0311797 | val_loss: 0.0311969 | Time: 1862.23 ms [2021-11-01 22:49:39 main:581] : INFO : Epoch 1656 | loss: 0.0311792 | val_loss: 0.0311941 | Time: 1917.72 ms [2021-11-01 22:49:41 main:581] : INFO : Epoch 1657 | loss: 0.0311792 | val_loss: 0.0311948 | Time: 1905.66 ms [2021-11-01 22:49:42 main:581] : INFO : Epoch 1658 | loss: 0.0311805 | val_loss: 0.0311931 | Time: 1846.57 ms [2021-11-01 22:49:44 main:581] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311917 | Time: 1864.6 ms [2021-11-01 22:49:46 main:581] : INFO : Epoch 1660 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 1858.92 ms [2021-11-01 22:49:48 main:581] : INFO : Epoch 1661 | loss: 0.031179 | val_loss: 0.0311913 | Time: 1861.75 ms [2021-11-01 22:49:50 main:581] : INFO : Epoch 1662 | loss: 0.0311792 | val_loss: 0.0311949 | Time: 1866.28 ms [2021-11-01 22:49:52 main:581] : INFO : Epoch 1663 | loss: 0.0311773 | val_loss: 0.0311934 | Time: 1863.46 ms [2021-11-01 22:49:54 main:581] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.0312062 | Time: 1863.02 ms [2021-11-01 22:49:56 main:581] : INFO : Epoch 1665 | loss: 0.0311794 | val_loss: 0.0311935 | Time: 1866.07 ms [2021-11-01 22:49:57 main:581] : INFO : Epoch 1666 | loss: 0.0311765 | val_loss: 0.0311934 | Time: 1910.96 ms [2021-11-01 22:49:59 main:581] : INFO : Epoch 1667 | loss: 0.0311771 | val_loss: 0.0311926 | Time: 1871.62 ms [2021-11-01 22:50:01 main:581] : INFO : Epoch 1668 | loss: 0.0311767 | val_loss: 0.0311924 | Time: 1880 ms [2021-11-01 22:50:03 main:581] : INFO : Epoch 1669 | loss: 0.0311798 | val_loss: 0.0311935 | Time: 1877.38 ms [2021-11-01 22:50:05 main:581] : INFO : Epoch 1670 | loss: 0.0311764 | val_loss: 0.031193 | Time: 1874.27 ms [2021-11-01 22:50:07 main:581] : INFO : Epoch 1671 | loss: 0.0311764 | val_loss: 0.0311918 | Time: 1897.93 ms [2021-11-01 22:50:09 main:581] : INFO : Epoch 1672 | loss: 0.0311759 | val_loss: 0.0311928 | Time: 1869.41 ms [2021-11-01 22:50:11 main:581] : INFO : Epoch 1673 | loss: 0.0311755 | val_loss: 0.0311929 | Time: 1870.83 ms [2021-11-01 22:50:12 main:581] : INFO : Epoch 1674 | loss: 0.0311768 | val_loss: 0.0311924 | Time: 1903.41 ms [2021-11-01 22:50:14 main:581] : INFO : Epoch 1675 | loss: 0.0311786 | val_loss: 0.0311927 | Time: 1883.59 ms [2021-11-01 22:50:16 main:581] : INFO : Epoch 1676 | loss: 0.0311776 | val_loss: 0.031195 | Time: 1928.27 ms [2021-11-01 22:50:18 main:581] : INFO : Epoch 1677 | loss: 0.0311807 | val_loss: 0.031194 | Time: 1907.65 ms [2021-11-01 22:50:20 main:581] : INFO : Epoch 1678 | loss: 0.0311766 | val_loss: 0.0311916 | Time: 1907.32 ms [2021-11-01 22:50:22 main:581] : INFO : Epoch 1679 | loss: 0.0311759 | val_loss: 0.0311916 | Time: 1874.39 ms [2021-11-01 22:50:24 main:581] : INFO : Epoch 1680 | loss: 0.031179 | val_loss: 0.0311918 | Time: 1882.15 ms [2021-11-01 22:50:26 main:581] : INFO : Epoch 1681 | loss: 0.0311771 | val_loss: 0.0311915 | Time: 1907.51 ms [2021-11-01 22:50:28 main:581] : INFO : Epoch 1682 | loss: 0.0311759 | val_loss: 0.031194 | Time: 1919.18 ms [2021-11-01 22:50:30 main:581] : INFO : Epoch 1683 | loss: 0.031182 | val_loss: 0.0312159 | Time: 1983.56 ms [2021-11-01 22:50:32 main:581] : INFO : Epoch 1684 | loss: 0.0312013 | val_loss: 0.0311978 | Time: 1898.53 ms [2021-11-01 22:50:33 main:581] : INFO : Epoch 1685 | loss: 0.0350987 | val_loss: 0.0630416 | Time: 1878.71 ms [2021-11-01 22:50:35 main:581] : INFO : Epoch 1686 | loss: 0.035873 | val_loss: 0.0314782 | Time: 1881.03 ms [2021-11-01 22:50:37 main:581] : INFO : Epoch 1687 | loss: 0.0316028 | val_loss: 0.0313134 | Time: 1885.56 ms [2021-11-01 22:50:39 main:581] : INFO : Epoch 1688 | loss: 0.031287 | val_loss: 0.0312399 | Time: 1897.14 ms [2021-11-01 22:50:41 main:581] : INFO : Epoch 1689 | loss: 0.0312229 | val_loss: 0.031213 | Time: 1866.08 ms [2021-11-01 22:50:43 main:581] : INFO : Epoch 1690 | loss: 0.0312078 | val_loss: 0.0312047 | Time: 1873.65 ms [2021-11-01 22:50:45 main:581] : INFO : Epoch 1691 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 1879.5 ms [2021-11-01 22:50:47 main:581] : INFO : Epoch 1692 | loss: 0.0312015 | val_loss: 0.0312008 | Time: 1874.86 ms [2021-11-01 22:50:48 main:581] : INFO : Epoch 1693 | loss: 0.0312001 | val_loss: 0.0311996 | Time: 1869.79 ms [2021-11-01 22:50:50 main:581] : INFO : Epoch 1694 | loss: 0.0311982 | val_loss: 0.0311975 | Time: 1874 ms [2021-11-01 22:50:52 main:581] : INFO : Epoch 1695 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 1871.37 ms [2021-11-01 22:50:54 main:581] : INFO : Epoch 1696 | loss: 0.0311972 | val_loss: 0.0311987 | Time: 1874.53 ms [2021-11-01 22:50:56 main:581] : INFO : Epoch 1697 | loss: 0.0311963 | val_loss: 0.0311976 | Time: 1912.96 ms [2021-11-01 22:50:58 main:581] : INFO : Epoch 1698 | loss: 0.0311959 | val_loss: 0.031195 | Time: 1937.04 ms [2021-11-01 22:51:00 main:581] : INFO : Epoch 1699 | loss: 0.0311955 | val_loss: 0.031195 | Time: 1884.29 ms [2021-11-01 22:51:02 main:581] : INFO : Epoch 1700 | loss: 0.0311955 | val_loss: 0.0311957 | Time: 1863.87 ms [2021-11-01 22:51:04 main:581] : INFO : Epoch 1701 | loss: 0.0311977 | val_loss: 0.0311971 | Time: 1867.3 ms [2021-11-01 22:51:05 main:581] : INFO : Epoch 1702 | loss: 0.0311972 | val_loss: 0.0311961 | Time: 1867.98 ms [2021-11-01 22:51:07 main:581] : INFO : Epoch 1703 | loss: 0.0311963 | val_loss: 0.0311948 | Time: 1873.34 ms [2021-11-01 22:51:09 main:581] : INFO : Epoch 1704 | loss: 0.0311953 | val_loss: 0.0311937 | Time: 1873.2 ms [2021-11-01 22:51:11 main:581] : INFO : Epoch 1705 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 1965 ms [2021-11-01 22:51:13 main:581] : INFO : Epoch 1706 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 1874.5 ms [2021-11-01 22:51:15 main:581] : INFO : Epoch 1707 | loss: 0.0311951 | val_loss: 0.031196 | Time: 1875.2 ms [2021-11-01 22:51:17 main:581] : INFO : Epoch 1708 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 1872.82 ms [2021-11-01 22:51:19 main:581] : INFO : Epoch 1709 | loss: 0.0311934 | val_loss: 0.031194 | Time: 1869.48 ms [2021-11-01 22:51:21 main:581] : INFO : Epoch 1710 | loss: 0.031194 | val_loss: 0.0311934 | Time: 1895.61 ms [2021-11-01 22:51:23 main:581] : INFO : Epoch 1711 | loss: 0.0311935 | val_loss: 0.0311931 | Time: 1979.33 ms [2021-11-01 22:51:24 main:581] : INFO : Epoch 1712 | loss: 0.031193 | val_loss: 0.0311927 | Time: 1903.31 ms [2021-11-01 22:51:26 main:581] : INFO : Epoch 1713 | loss: 0.031192 | val_loss: 0.0311926 | Time: 1869.21 ms [2021-11-01 22:51:28 main:581] : INFO : Epoch 1714 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 1865.91 ms [2021-11-01 22:51:30 main:581] : INFO : Epoch 1715 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 1867.48 ms [2021-11-01 22:51:32 main:581] : INFO : Epoch 1716 | loss: 0.031192 | val_loss: 0.0311936 | Time: 1884.34 ms [2021-11-01 22:51:34 main:581] : INFO : Epoch 1717 | loss: 0.0311917 | val_loss: 0.031192 | Time: 1874.23 ms [2021-11-01 22:51:36 main:581] : INFO : Epoch 1718 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1876.92 ms [2021-11-01 22:51:38 main:581] : INFO : Epoch 1719 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 1875.15 ms [2021-11-01 22:51:39 main:581] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 1876.24 ms [2021-11-01 22:51:41 main:581] : INFO : Epoch 1721 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 1873.31 ms [2021-11-01 22:51:43 main:581] : INFO : Epoch 1722 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 1874.42 ms [2021-11-01 22:51:45 main:581] : INFO : Epoch 1723 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 1874.57 ms [2021-11-01 22:51:47 main:581] : INFO : Epoch 1724 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 1873.4 ms [2021-11-01 22:51:49 main:581] : INFO : Epoch 1725 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 1874 ms [2021-11-01 22:51:51 main:581] : INFO : Epoch 1726 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 1874.97 ms [2021-11-01 22:51:53 main:581] : INFO : Epoch 1727 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 1873.93 ms [2021-11-01 22:51:54 main:581] : INFO : Epoch 1728 | loss: 0.0311897 | val_loss: 0.0311901 | Time: 1880.73 ms [2021-11-01 22:51:56 main:581] : INFO : Epoch 1729 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 1876.72 ms [2021-11-01 22:51:58 main:581] : INFO : Epoch 1730 | loss: 0.031189 | val_loss: 0.0311901 | Time: 1875.87 ms [2021-11-01 22:52:00 main:581] : INFO : Epoch 1731 | loss: 0.0311893 | val_loss: 0.0311963 | Time: 1878.71 ms [2021-11-01 22:52:02 main:581] : INFO : Epoch 1732 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 1886.03 ms [2021-11-01 22:52:04 main:581] : INFO : Epoch 1733 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 1897 ms [2021-11-01 22:52:06 main:581] : INFO : Epoch 1734 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 1870.36 ms [2021-11-01 22:52:08 main:581] : INFO : Epoch 1735 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 1898.68 ms [2021-11-01 22:52:09 main:581] : INFO : Epoch 1736 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 1876.29 ms [2021-11-01 22:52:11 main:581] : INFO : Epoch 1737 | loss: 0.0311868 | val_loss: 0.031191 | Time: 1871.5 ms [2021-11-01 22:52:13 main:581] : INFO : Epoch 1738 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 1860.96 ms [2021-11-01 22:52:15 main:581] : INFO : Epoch 1739 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 1875.06 ms [2021-11-01 22:52:17 main:581] : INFO : Epoch 1740 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 1880.61 ms [2021-11-01 22:52:19 main:581] : INFO : Epoch 1741 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1908.49 ms [2021-11-01 22:52:21 main:581] : INFO : Epoch 1742 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 1939.41 ms [2021-11-01 22:52:23 main:581] : INFO : Epoch 1743 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 1956.4 ms [2021-11-01 22:52:25 main:581] : INFO : Epoch 1744 | loss: 0.0311855 | val_loss: 0.031189 | Time: 1959.71 ms [2021-11-01 22:52:27 main:581] : INFO : Epoch 1745 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 1953.39 ms [2021-11-01 22:52:29 main:581] : INFO : Epoch 1746 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1955.02 ms [2021-11-01 22:52:31 main:581] : INFO : Epoch 1747 | loss: 0.0311852 | val_loss: 0.0311892 | Time: 1975.65 ms [2021-11-01 22:52:33 main:581] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.03119 | Time: 1923.11 ms [2021-11-01 22:52:34 main:581] : INFO : Epoch 1749 | loss: 0.0311846 | val_loss: 0.031194 | Time: 1873.28 ms [2021-11-01 22:52:36 main:581] : INFO : Epoch 1750 | loss: 0.0311865 | val_loss: 0.031191 | Time: 1876.6 ms [2021-11-01 22:52:38 main:581] : INFO : Epoch 1751 | loss: 0.0311876 | val_loss: 0.0311939 | Time: 1879.16 ms [2021-11-01 22:52:40 main:581] : INFO : Epoch 1752 | loss: 0.031187 | val_loss: 0.03119 | Time: 1887.47 ms [2021-11-01 22:52:42 main:581] : INFO : Epoch 1753 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 1882.65 ms [2021-11-01 22:52:44 main:581] : INFO : Epoch 1754 | loss: 0.0311829 | val_loss: 0.0311906 | Time: 1878.94 ms [2021-11-01 22:52:46 main:581] : INFO : Epoch 1755 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 1882.03 ms [2021-11-01 22:52:48 main:581] : INFO : Epoch 1756 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 1885.34 ms [2021-11-01 22:52:49 main:581] : INFO : Epoch 1757 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 1887.56 ms [2021-11-01 22:52:51 main:581] : INFO : Epoch 1758 | loss: 0.0311834 | val_loss: 0.0311917 | Time: 1871.77 ms [2021-11-01 22:52:53 main:581] : INFO : Epoch 1759 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1869.84 ms [2021-11-01 22:52:55 main:581] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 1949.97 ms [2021-11-01 22:52:57 main:581] : INFO : Epoch 1761 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 1938.99 ms [2021-11-01 22:52:59 main:581] : INFO : Epoch 1762 | loss: 0.0311837 | val_loss: 0.0311892 | Time: 1933.86 ms [2021-11-01 22:53:01 main:581] : INFO : Epoch 1763 | loss: 0.0311827 | val_loss: 0.0311894 | Time: 1863.3 ms [2021-11-01 22:53:03 main:581] : INFO : Epoch 1764 | loss: 0.0311818 | val_loss: 0.0311904 | Time: 1870.5 ms [2021-11-01 22:53:05 main:581] : INFO : Epoch 1765 | loss: 0.0311822 | val_loss: 0.0311914 | Time: 1953.4 ms [2021-11-01 22:53:07 main:581] : INFO : Epoch 1766 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 1951.43 ms [2021-11-01 22:53:09 main:581] : INFO : Epoch 1767 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1893.46 ms [2021-11-01 22:53:10 main:581] : INFO : Epoch 1768 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 1863.87 ms [2021-11-01 22:53:12 main:581] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311894 | Time: 1907.88 ms [2021-11-01 22:53:14 main:581] : INFO : Epoch 1770 | loss: 0.0311833 | val_loss: 0.0311905 | Time: 1954.51 ms [2021-11-01 22:53:16 main:581] : INFO : Epoch 1771 | loss: 0.0311828 | val_loss: 0.0311921 | Time: 1957.99 ms [2021-11-01 22:53:18 main:581] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 1959.52 ms [2021-11-01 22:53:20 main:581] : INFO : Epoch 1773 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 1953.44 ms [2021-11-01 22:53:22 main:581] : INFO : Epoch 1774 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 1942.06 ms [2021-11-01 22:53:24 main:581] : INFO : Epoch 1775 | loss: 0.0311804 | val_loss: 0.0311899 | Time: 1972.16 ms [2021-11-01 22:53:26 main:581] : INFO : Epoch 1776 | loss: 0.0311795 | val_loss: 0.0311892 | Time: 1970.82 ms [2021-11-01 22:53:28 main:581] : INFO : Epoch 1777 | loss: 0.0311815 | val_loss: 0.0311907 | Time: 1972.67 ms [2021-11-01 22:53:30 main:581] : INFO : Epoch 1778 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1889.13 ms [2021-11-01 22:53:32 main:581] : INFO : Epoch 1779 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 1889.73 ms [2021-11-01 22:53:34 main:581] : INFO : Epoch 1780 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 1883.97 ms [2021-11-01 22:53:36 main:581] : INFO : Epoch 1781 | loss: 0.0311805 | val_loss: 0.0311951 | Time: 1879.75 ms [2021-11-01 22:53:37 main:581] : INFO : Epoch 1782 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 1875.49 ms [2021-11-01 22:53:39 main:581] : INFO : Epoch 1783 | loss: 0.031181 | val_loss: 0.0311877 | Time: 1883.42 ms [2021-11-01 22:53:41 main:581] : INFO : Epoch 1784 | loss: 0.0311804 | val_loss: 0.03119 | Time: 1959.97 ms [2021-11-01 22:53:43 main:581] : INFO : Epoch 1785 | loss: 0.0311803 | val_loss: 0.0311887 | Time: 1974.58 ms [2021-11-01 22:53:45 main:581] : INFO : Epoch 1786 | loss: 0.0311791 | val_loss: 0.0311871 | Time: 1996.76 ms [2021-11-01 22:53:47 main:581] : INFO : Epoch 1787 | loss: 0.0311785 | val_loss: 0.0311877 | Time: 1927.17 ms [2021-11-01 22:53:49 main:581] : INFO : Epoch 1788 | loss: 0.031178 | val_loss: 0.0311882 | Time: 1880.63 ms [2021-11-01 22:53:51 main:581] : INFO : Epoch 1789 | loss: 0.0311795 | val_loss: 0.0311898 | Time: 1924.2 ms [2021-11-01 22:53:53 main:581] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.031192 | Time: 1872.75 ms [2021-11-01 22:53:55 main:581] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 1876.64 ms [2021-11-01 22:53:57 main:581] : INFO : Epoch 1792 | loss: 0.0311791 | val_loss: 0.0311931 | Time: 1891.61 ms [2021-11-01 22:53:59 main:581] : INFO : Epoch 1793 | loss: 0.0311789 | val_loss: 0.0311921 | Time: 2007.47 ms [2021-11-01 22:54:01 main:581] : INFO : Epoch 1794 | loss: 0.0311783 | val_loss: 0.03119 | Time: 1982.44 ms [2021-11-01 22:54:03 main:581] : INFO : Epoch 1795 | loss: 0.031178 | val_loss: 0.0311886 | Time: 1972.96 ms [2021-11-01 22:54:05 main:581] : INFO : Epoch 1796 | loss: 0.0311796 | val_loss: 0.0311954 | Time: 1965.84 ms [2021-11-01 22:54:07 main:581] : INFO : Epoch 1797 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 1986 ms [2021-11-01 22:54:09 main:581] : INFO : Epoch 1798 | loss: 0.0311826 | val_loss: 0.0311903 | Time: 1974.65 ms [2021-11-01 22:54:11 main:581] : INFO : Epoch 1799 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 1981.02 ms [2021-11-01 22:54:12 main:581] : INFO : Epoch 1800 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 1957.25 ms [2021-11-01 22:54:14 main:581] : INFO : Epoch 1801 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1929.89 ms [2021-11-01 22:54:16 main:581] : INFO : Epoch 1802 | loss: 0.0311807 | val_loss: 0.031189 | Time: 1911.49 ms [2021-11-01 22:54:18 main:581] : INFO : Epoch 1803 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 1956.64 ms [2021-11-01 22:54:20 main:581] : INFO : Epoch 1804 | loss: 0.0311801 | val_loss: 0.0311865 | Time: 1908.16 ms [2021-11-01 22:54:22 main:581] : INFO : Epoch 1805 | loss: 0.0311811 | val_loss: 0.0311954 | Time: 1962.42 ms [2021-11-01 22:54:24 main:581] : INFO : Epoch 1806 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 1951.67 ms [2021-11-01 22:54:26 main:581] : INFO : Epoch 1807 | loss: 0.0311864 | val_loss: 0.0311989 | Time: 1969.39 ms [2021-11-01 22:54:28 main:581] : INFO : Epoch 1808 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 1874.89 ms [2021-11-01 22:54:30 main:581] : INFO : Epoch 1809 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 1909.36 ms [2021-11-01 22:54:32 main:581] : INFO : Epoch 1810 | loss: 0.0311794 | val_loss: 0.031188 | Time: 1867.03 ms [2021-11-01 22:54:34 main:581] : INFO : Epoch 1811 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 1980.82 ms [2021-11-01 22:54:36 main:581] : INFO : Epoch 1812 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 1921.17 ms [2021-11-01 22:54:38 main:581] : INFO : Epoch 1813 | loss: 0.0311787 | val_loss: 0.031193 | Time: 1894.37 ms [2021-11-01 22:54:39 main:581] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.0311896 | Time: 1911.13 ms [2021-11-01 22:54:41 main:581] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311881 | Time: 1881.36 ms [2021-11-01 22:54:43 main:581] : INFO : Epoch 1816 | loss: 0.0311767 | val_loss: 0.0311874 | Time: 1875.64 ms [2021-11-01 22:54:45 main:581] : INFO : Epoch 1817 | loss: 0.031177 | val_loss: 0.0311899 | Time: 1869.9 ms [2021-11-01 22:54:47 main:581] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311916 | Time: 1868.29 ms [2021-11-01 22:54:49 main:581] : INFO : Epoch 1819 | loss: 0.0311776 | val_loss: 0.0311897 | Time: 1871.19 ms [2021-11-01 22:54:51 main:581] : INFO : Epoch 1820 | loss: 0.0311779 | val_loss: 0.0311909 | Time: 1895.13 ms [2021-11-01 22:54:53 main:581] : INFO : Epoch 1821 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 1909.63 ms [2021-11-01 22:54:54 main:581] : INFO : Epoch 1822 | loss: 0.031177 | val_loss: 0.0311897 | Time: 1869.33 ms [2021-11-01 22:54:56 main:581] : INFO : Epoch 1823 | loss: 0.0311757 | val_loss: 0.0311896 | Time: 1872.48 ms [2021-11-01 22:54:58 main:581] : INFO : Epoch 1824 | loss: 0.0311768 | val_loss: 0.0311918 | Time: 1874.08 ms [2021-11-01 22:55:00 main:581] : INFO : Epoch 1825 | loss: 0.0311769 | val_loss: 0.0311887 | Time: 1921.08 ms [2021-11-01 22:55:02 main:581] : INFO : Epoch 1826 | loss: 0.0311753 | val_loss: 0.0311914 | Time: 1872.96 ms [2021-11-01 22:55:04 main:581] : INFO : Epoch 1827 | loss: 0.0311749 | val_loss: 0.0311883 | Time: 1880.44 ms [2021-11-01 22:55:06 main:581] : INFO : Epoch 1828 | loss: 0.0311761 | val_loss: 0.0311901 | Time: 1880.55 ms [2021-11-01 22:55:08 main:581] : INFO : Epoch 1829 | loss: 0.0311754 | val_loss: 0.0311932 | Time: 1877.07 ms [2021-11-01 22:55:10 main:581] : INFO : Epoch 1830 | loss: 0.0311793 | val_loss: 0.0311892 | Time: 1932.68 ms [2021-11-01 22:55:12 main:581] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311933 | Time: 1931.29 ms [2021-11-01 22:55:13 main:581] : INFO : Epoch 1832 | loss: 0.0311785 | val_loss: 0.0311909 | Time: 1970.99 ms [2021-11-01 22:55:15 main:581] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 1886.2 ms [2021-11-01 22:55:17 main:581] : INFO : Epoch 1834 | loss: 0.0311778 | val_loss: 0.0311924 | Time: 1875.1 ms [2021-11-01 22:55:19 main:581] : INFO : Epoch 1835 | loss: 0.0311793 | val_loss: 0.0311985 | Time: 1950.66 ms [2021-11-01 22:55:21 main:581] : INFO : Epoch 1836 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 1954.68 ms [2021-11-01 22:55:23 main:581] : INFO : Epoch 1837 | loss: 0.0311793 | val_loss: 0.03119 | Time: 1978.73 ms [2021-11-01 22:55:25 main:581] : INFO : Epoch 1838 | loss: 0.031178 | val_loss: 0.031191 | Time: 1928.06 ms [2021-11-01 22:55:27 main:581] : INFO : Epoch 1839 | loss: 0.0311771 | val_loss: 0.0311966 | Time: 1876.34 ms [2021-11-01 22:55:29 main:581] : INFO : Epoch 1840 | loss: 0.0311772 | val_loss: 0.0311893 | Time: 1882.35 ms [2021-11-01 22:55:31 main:581] : INFO : Epoch 1841 | loss: 0.0311771 | val_loss: 0.031196 | Time: 1875.1 ms [2021-11-01 22:55:33 main:581] : INFO : Epoch 1842 | loss: 0.0311755 | val_loss: 0.0311935 | Time: 1876.65 ms [2021-11-01 22:55:34 main:581] : INFO : Epoch 1843 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 1873.67 ms [2021-11-01 22:55:36 main:581] : INFO : Epoch 1844 | loss: 0.0311755 | val_loss: 0.0311904 | Time: 1863.61 ms [2021-11-01 22:55:38 main:581] : INFO : Epoch 1845 | loss: 0.0311748 | val_loss: 0.0311933 | Time: 1861.06 ms [2021-11-01 22:55:40 main:581] : INFO : Epoch 1846 | loss: 0.0311736 | val_loss: 0.0311896 | Time: 1941.9 ms [2021-11-01 22:55:42 main:581] : INFO : Epoch 1847 | loss: 0.0311744 | val_loss: 0.0311942 | Time: 1970.7 ms [2021-11-01 22:55:44 main:581] : INFO : Epoch 1848 | loss: 0.0311764 | val_loss: 0.0311903 | Time: 1922.29 ms [2021-11-01 22:55:46 main:581] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311927 | Time: 1878.59 ms [2021-11-01 22:55:48 main:581] : INFO : Epoch 1850 | loss: 0.0311774 | val_loss: 0.0311915 | Time: 1873.19 ms [2021-11-01 22:55:50 main:581] : INFO : Epoch 1851 | loss: 0.0311742 | val_loss: 0.0311901 | Time: 1872.34 ms [2021-11-01 22:55:51 main:581] : INFO : Epoch 1852 | loss: 0.0311743 | val_loss: 0.0311906 | Time: 1872.54 ms [2021-11-01 22:55:53 main:581] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.031191 | Time: 1874.39 ms [2021-11-01 22:55:55 main:581] : INFO : Epoch 1854 | loss: 0.0311738 | val_loss: 0.0311937 | Time: 1870.62 ms [2021-11-01 22:55:57 main:581] : INFO : Epoch 1855 | loss: 0.0311771 | val_loss: 0.0312032 | Time: 1868.58 ms [2021-11-01 22:55:59 main:581] : INFO : Epoch 1856 | loss: 0.0311782 | val_loss: 0.0311964 | Time: 1964.61 ms [2021-11-01 22:56:01 main:581] : INFO : Epoch 1857 | loss: 0.0311738 | val_loss: 0.0311907 | Time: 1862.81 ms [2021-11-01 22:56:03 main:581] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.031191 | Time: 1909.88 ms [2021-11-01 22:56:05 main:581] : INFO : Epoch 1859 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 1944.68 ms [2021-11-01 22:56:07 main:581] : INFO : Epoch 1860 | loss: 0.0311766 | val_loss: 0.0311914 | Time: 1968.14 ms [2021-11-01 22:56:09 main:581] : INFO : Epoch 1861 | loss: 0.031174 | val_loss: 0.0311894 | Time: 1957.11 ms [2021-11-01 22:56:11 main:581] : INFO : Epoch 1862 | loss: 0.0311711 | val_loss: 0.031197 | Time: 1978.27 ms [2021-11-01 22:56:13 main:581] : INFO : Epoch 1863 | loss: 0.0311762 | val_loss: 0.0311941 | Time: 1971.88 ms [2021-11-01 22:56:15 main:581] : INFO : Epoch 1864 | loss: 0.0311739 | val_loss: 0.0311899 | Time: 1900.76 ms [2021-11-01 22:56:16 main:581] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311917 | Time: 1889.06 ms [2021-11-01 22:56:18 main:581] : INFO : Epoch 1866 | loss: 0.0311741 | val_loss: 0.03119 | Time: 1892.59 ms [2021-11-01 22:56:20 main:581] : INFO : Epoch 1867 | loss: 0.0311736 | val_loss: 0.0311914 | Time: 1944.82 ms [2021-11-01 22:56:22 main:581] : INFO : Epoch 1868 | loss: 0.031172 | val_loss: 0.0311913 | Time: 1957.13 ms [2021-11-01 22:56:24 main:581] : INFO : Epoch 1869 | loss: 0.0311758 | val_loss: 0.0311939 | Time: 1888.5 ms [2021-11-01 22:56:26 main:581] : INFO : Epoch 1870 | loss: 0.0311734 | val_loss: 0.0311922 | Time: 1961.29 ms [2021-11-01 22:56:28 main:581] : INFO : Epoch 1871 | loss: 0.0311769 | val_loss: 0.0311918 | Time: 1981.22 ms [2021-11-01 22:56:30 main:581] : INFO : Epoch 1872 | loss: 0.0311724 | val_loss: 0.0311914 | Time: 1932.01 ms [2021-11-01 22:56:32 main:581] : INFO : Epoch 1873 | loss: 0.0311714 | val_loss: 0.0311908 | Time: 1870.58 ms [2021-11-01 22:56:34 main:581] : INFO : Epoch 1874 | loss: 0.0311719 | val_loss: 0.0311912 | Time: 1868.25 ms [2021-11-01 22:56:36 main:581] : INFO : Epoch 1875 | loss: 0.0311706 | val_loss: 0.031198 | Time: 1869.13 ms [2021-11-01 22:56:37 main:581] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.031197 | Time: 1866.27 ms [2021-11-01 22:56:39 main:581] : INFO : Epoch 1877 | loss: 0.0311715 | val_loss: 0.0311918 | Time: 1864.03 ms [2021-11-01 22:56:41 main:581] : INFO : Epoch 1878 | loss: 0.0311712 | val_loss: 0.0311994 | Time: 1868.86 ms [2021-11-01 22:56:43 main:581] : INFO : Epoch 1879 | loss: 0.0311743 | val_loss: 0.0311905 | Time: 1870.06 ms [2021-11-01 22:56:45 main:581] : INFO : Epoch 1880 | loss: 0.0311712 | val_loss: 0.0311898 | Time: 1858.92 ms [2021-11-01 22:56:47 main:581] : INFO : Epoch 1881 | loss: 0.0311759 | val_loss: 0.0311934 | Time: 1870.11 ms [2021-11-01 22:56:49 main:581] : INFO : Epoch 1882 | loss: 0.0311741 | val_loss: 0.0311936 | Time: 1881.18 ms [2021-11-01 22:56:51 main:581] : INFO : Epoch 1883 | loss: 0.0311738 | val_loss: 0.0311926 | Time: 1867.83 ms [2021-11-01 22:56:52 main:581] : INFO : Epoch 1884 | loss: 0.0311721 | val_loss: 0.0311933 | Time: 1871.08 ms [2021-11-01 22:56:54 main:581] : INFO : Epoch 1885 | loss: 0.0311701 | val_loss: 0.0311893 | Time: 1873.56 ms [2021-11-01 22:56:56 main:581] : INFO : Epoch 1886 | loss: 0.0311761 | val_loss: 0.0311993 | Time: 1910.3 ms [2021-11-01 22:56:58 main:581] : INFO : Epoch 1887 | loss: 0.0311735 | val_loss: 0.0311951 | Time: 1980.21 ms [2021-11-01 22:57:00 main:581] : INFO : Epoch 1888 | loss: 0.031173 | val_loss: 0.0311877 | Time: 1937.3 ms [2021-11-01 22:57:02 main:581] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 1913.27 ms [2021-11-01 22:57:04 main:581] : INFO : Epoch 1890 | loss: 0.0311761 | val_loss: 0.0311942 | Time: 1915.34 ms [2021-11-01 22:57:06 main:581] : INFO : Epoch 1891 | loss: 0.0311747 | val_loss: 0.0311923 | Time: 1894.84 ms [2021-11-01 22:57:08 main:581] : INFO : Epoch 1892 | loss: 0.031175 | val_loss: 0.0311946 | Time: 1875.92 ms [2021-11-01 22:57:10 main:581] : INFO : Epoch 1893 | loss: 0.0311734 | val_loss: 0.0311959 | Time: 1979.44 ms [2021-11-01 22:57:12 main:581] : INFO : Epoch 1894 | loss: 0.0311716 | val_loss: 0.031193 | Time: 1867.65 ms [2021-11-01 22:57:14 main:581] : INFO : Epoch 1895 | loss: 0.0311772 | val_loss: 0.0311925 | Time: 1954.12 ms [2021-11-01 22:57:15 main:581] : INFO : Epoch 1896 | loss: 0.0311798 | val_loss: 0.0311942 | Time: 1949.28 ms [2021-11-01 22:57:17 main:581] : INFO : Epoch 1897 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1912.14 ms [2021-11-01 22:57:19 main:581] : INFO : Epoch 1898 | loss: 0.0311772 | val_loss: 0.0311886 | Time: 1890.54 ms [2021-11-01 22:57:21 main:581] : INFO : Epoch 1899 | loss: 0.0311782 | val_loss: 0.0311911 | Time: 1875.16 ms [2021-11-01 22:57:23 main:581] : INFO : Epoch 1900 | loss: 0.0311742 | val_loss: 0.0311915 | Time: 1993.66 ms [2021-11-01 22:57:25 main:581] : INFO : Epoch 1901 | loss: 0.0311731 | val_loss: 0.0312008 | Time: 1929.5 ms [2021-11-01 22:57:27 main:581] : INFO : Epoch 1902 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 1872.07 ms [2021-11-01 22:57:29 main:581] : INFO : Epoch 1903 | loss: 0.0311756 | val_loss: 0.031189 | Time: 1867.47 ms [2021-11-01 22:57:31 main:581] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 1861.26 ms [2021-11-01 22:57:33 main:581] : INFO : Epoch 1905 | loss: 0.0311763 | val_loss: 0.0311874 | Time: 1860.89 ms [2021-11-01 22:57:34 main:581] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311958 | Time: 1866.08 ms [2021-11-01 22:57:36 main:581] : INFO : Epoch 1907 | loss: 0.0311761 | val_loss: 0.0311932 | Time: 1869.79 ms [2021-11-01 22:57:38 main:581] : INFO : Epoch 1908 | loss: 0.0311744 | val_loss: 0.0311899 | Time: 1869.07 ms [2021-11-01 22:57:40 main:581] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311919 | Time: 1873.54 ms [2021-11-01 22:57:42 main:581] : INFO : Epoch 1910 | loss: 0.0311784 | val_loss: 0.031193 | Time: 1873.24 ms [2021-11-01 22:57:44 main:581] : INFO : Epoch 1911 | loss: 0.031174 | val_loss: 0.0311883 | Time: 1878.49 ms [2021-11-01 22:57:46 main:581] : INFO : Epoch 1912 | loss: 0.0311723 | val_loss: 0.0311919 | Time: 1876.47 ms [2021-11-01 22:57:48 main:581] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311984 | Time: 1871.9 ms [2021-11-01 22:57:49 main:581] : INFO : Epoch 1914 | loss: 0.0311756 | val_loss: 0.0312006 | Time: 1863.95 ms [2021-11-01 22:57:51 main:581] : INFO : Epoch 1915 | loss: 0.0311741 | val_loss: 0.0311955 | Time: 1865.58 ms [2021-11-01 22:57:53 main:581] : INFO : Epoch 1916 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 1873.2 ms [2021-11-01 22:57:55 main:581] : INFO : Epoch 1917 | loss: 0.0311777 | val_loss: 0.0311928 | Time: 1874.52 ms [2021-11-01 22:57:57 main:581] : INFO : Epoch 1918 | loss: 0.0311756 | val_loss: 0.0311919 | Time: 1871.41 ms [2021-11-01 22:57:59 main:581] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311934 | Time: 1872.09 ms [2021-11-01 22:58:01 main:581] : INFO : Epoch 1920 | loss: 0.0311724 | val_loss: 0.0311898 | Time: 1874.6 ms [2021-11-01 22:58:03 main:581] : INFO : Epoch 1921 | loss: 0.0311711 | val_loss: 0.0311923 | Time: 1872.59 ms [2021-11-01 22:58:04 main:581] : INFO : Epoch 1922 | loss: 0.0311781 | val_loss: 0.0311933 | Time: 1880.01 ms [2021-11-01 22:58:06 main:581] : INFO : Epoch 1923 | loss: 0.0311754 | val_loss: 0.0311916 | Time: 1877.74 ms [2021-11-01 22:58:08 main:581] : INFO : Epoch 1924 | loss: 0.0311727 | val_loss: 0.0311899 | Time: 1885.91 ms [2021-11-01 22:58:10 main:581] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311915 | Time: 1874.56 ms [2021-11-01 22:58:12 main:581] : INFO : Epoch 1926 | loss: 0.0311741 | val_loss: 0.0311909 | Time: 1876.71 ms [2021-11-01 22:58:14 main:581] : INFO : Epoch 1927 | loss: 0.0311741 | val_loss: 0.0311949 | Time: 1908.04 ms [2021-11-01 22:58:16 main:581] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311917 | Time: 1866.76 ms [2021-11-01 22:58:18 main:581] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 1881.58 ms [2021-11-01 22:58:19 main:581] : INFO : Epoch 1930 | loss: 0.0311726 | val_loss: 0.0311889 | Time: 1915.3 ms [2021-11-01 22:58:21 main:581] : INFO : Epoch 1931 | loss: 0.0311743 | val_loss: 0.0312068 | Time: 1892.94 ms [2021-11-01 22:58:23 main:581] : INFO : Epoch 1932 | loss: 0.0311802 | val_loss: 0.0311936 | Time: 1875.4 ms [2021-11-01 22:58:25 main:581] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311956 | Time: 1879.08 ms [2021-11-01 22:58:27 main:581] : INFO : Epoch 1934 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 1877.64 ms [2021-11-01 22:58:29 main:581] : INFO : Epoch 1935 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 1872.39 ms [2021-11-01 22:58:31 main:581] : INFO : Epoch 1936 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 1871.21 ms [2021-11-01 22:58:33 main:581] : INFO : Epoch 1937 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 1869.83 ms [2021-11-01 22:58:34 main:581] : INFO : Epoch 1938 | loss: 0.0311775 | val_loss: 0.0311925 | Time: 1868.38 ms [2021-11-01 22:58:36 main:581] : INFO : Epoch 1939 | loss: 0.0311776 | val_loss: 0.0311878 | Time: 1933.77 ms [2021-11-01 22:58:38 main:581] : INFO : Epoch 1940 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 1872.27 ms [2021-11-01 22:58:40 main:581] : INFO : Epoch 1941 | loss: 0.0311778 | val_loss: 0.031185 | Time: 1862.57 ms [2021-11-01 22:58:42 main:581] : INFO : Epoch 1942 | loss: 0.0311802 | val_loss: 0.0311894 | Time: 1909.49 ms [2021-11-01 22:58:44 main:581] : INFO : Epoch 1943 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 1864.88 ms [2021-11-01 22:58:46 main:581] : INFO : Epoch 1944 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 1868.21 ms [2021-11-01 22:58:48 main:581] : INFO : Epoch 1945 | loss: 0.0311784 | val_loss: 0.0311891 | Time: 1868.83 ms [2021-11-01 22:58:50 main:581] : INFO : Epoch 1946 | loss: 0.0311787 | val_loss: 0.0311916 | Time: 1867.68 ms [2021-11-01 22:58:51 main:581] : INFO : Epoch 1947 | loss: 0.0311826 | val_loss: 0.0311947 | Time: 1877.55 ms [2021-11-01 22:58:53 main:581] : INFO : Epoch 1948 | loss: 0.031179 | val_loss: 0.0311857 | Time: 1874.64 ms [2021-11-01 22:58:55 main:581] : INFO : Epoch 1949 | loss: 0.0311805 | val_loss: 0.031192 | Time: 1872.13 ms [2021-11-01 22:58:57 main:581] : INFO : Epoch 1950 | loss: 0.0311841 | val_loss: 0.0311884 | Time: 1871.51 ms [2021-11-01 22:58:59 main:581] : INFO : Epoch 1951 | loss: 0.0311825 | val_loss: 0.031191 | Time: 1871.04 ms [2021-11-01 22:59:01 main:581] : INFO : Epoch 1952 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 1873 ms [2021-11-01 22:59:03 main:581] : INFO : Epoch 1953 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 1872.59 ms [2021-11-01 22:59:05 main:581] : INFO : Epoch 1954 | loss: 0.0311784 | val_loss: 0.0311941 | Time: 1877.94 ms [2021-11-01 22:59:06 main:581] : INFO : Epoch 1955 | loss: 0.0311779 | val_loss: 0.0311888 | Time: 1885.33 ms [2021-11-01 22:59:08 main:581] : INFO : Epoch 1956 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1878.59 ms [2021-11-01 22:59:10 main:581] : INFO : Epoch 1957 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 1875.26 ms [2021-11-01 22:59:12 main:581] : INFO : Epoch 1958 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 1864.84 ms [2021-11-01 22:59:14 main:581] : INFO : Epoch 1959 | loss: 0.0311796 | val_loss: 0.031188 | Time: 1868.94 ms [2021-11-01 22:59:16 main:581] : INFO : Epoch 1960 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 1874.15 ms [2021-11-01 22:59:18 main:581] : INFO : Epoch 1961 | loss: 0.0311745 | val_loss: 0.0311868 | Time: 1873.88 ms [2021-11-01 22:59:20 main:581] : INFO : Epoch 1962 | loss: 0.0311785 | val_loss: 0.0311905 | Time: 1867.45 ms [2021-11-01 22:59:21 main:581] : INFO : Epoch 1963 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 1870 ms [2021-11-01 22:59:23 main:581] : INFO : Epoch 1964 | loss: 0.0311728 | val_loss: 0.0311901 | Time: 1867.96 ms [2021-11-01 22:59:25 main:581] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311877 | Time: 1864.37 ms [2021-11-01 22:59:27 main:581] : INFO : Epoch 1966 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 1866.68 ms [2021-11-01 22:59:29 main:581] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.031187 | Time: 1869.77 ms [2021-11-01 22:59:31 main:581] : INFO : Epoch 1968 | loss: 0.0311772 | val_loss: 0.0311925 | Time: 1869.94 ms [2021-11-01 22:59:33 main:581] : INFO : Epoch 1969 | loss: 0.0311759 | val_loss: 0.03119 | Time: 1869.63 ms [2021-11-01 22:59:34 main:581] : INFO : Epoch 1970 | loss: 0.0311747 | val_loss: 0.0311888 | Time: 1870.35 ms [2021-11-01 22:59:36 main:581] : INFO : Epoch 1971 | loss: 0.0311756 | val_loss: 0.0311885 | Time: 1862.8 ms [2021-11-01 22:59:38 main:581] : INFO : Epoch 1972 | loss: 0.0311728 | val_loss: 0.0311924 | Time: 1862.53 ms [2021-11-01 22:59:40 main:581] : INFO : Epoch 1973 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 1871.67 ms [2021-11-01 22:59:42 main:581] : INFO : Epoch 1974 | loss: 0.0311711 | val_loss: 0.0311924 | Time: 1867.84 ms [2021-11-01 22:59:44 main:581] : INFO : Epoch 1975 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 1867.55 ms [2021-11-01 22:59:46 main:581] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 1872.16 ms [2021-11-01 22:59:48 main:581] : INFO : Epoch 1977 | loss: 0.0311714 | val_loss: 0.0311882 | Time: 1883.26 ms [2021-11-01 22:59:49 main:581] : INFO : Epoch 1978 | loss: 0.0311718 | val_loss: 0.0311923 | Time: 1876.85 ms [2021-11-01 22:59:51 main:581] : INFO : Epoch 1979 | loss: 0.0311725 | val_loss: 0.0311887 | Time: 1920.85 ms [2021-11-01 22:59:53 main:581] : INFO : Epoch 1980 | loss: 0.0311723 | val_loss: 0.0311883 | Time: 1895.3 ms [2021-11-01 22:59:55 main:581] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311879 | Time: 1931.86 ms [2021-11-01 22:59:57 main:581] : INFO : Epoch 1982 | loss: 0.0311753 | val_loss: 0.0311923 | Time: 1884.77 ms [2021-11-01 22:59:59 main:581] : INFO : Epoch 1983 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 1863.85 ms [2021-11-01 23:00:01 main:581] : INFO : Epoch 1984 | loss: 0.0311718 | val_loss: 0.031188 | Time: 1869.07 ms [2021-11-01 23:00:03 main:581] : INFO : Epoch 1985 | loss: 0.0311733 | val_loss: 0.0311893 | Time: 1884.07 ms [2021-11-01 23:00:05 main:581] : INFO : Epoch 1986 | loss: 0.0311786 | val_loss: 0.0312039 | Time: 1933.37 ms [2021-11-01 23:00:07 main:581] : INFO : Epoch 1987 | loss: 0.0311791 | val_loss: 0.031194 | Time: 1958.12 ms [2021-11-01 23:00:09 main:581] : INFO : Epoch 1988 | loss: 0.0311771 | val_loss: 0.0311956 | Time: 1934.07 ms [2021-11-01 23:00:10 main:581] : INFO : Epoch 1989 | loss: 0.0311737 | val_loss: 0.031188 | Time: 1874.35 ms [2021-11-01 23:00:12 main:581] : INFO : Epoch 1990 | loss: 0.0311733 | val_loss: 0.0311878 | Time: 1937.95 ms [2021-11-01 23:00:14 main:581] : INFO : Epoch 1991 | loss: 0.0311728 | val_loss: 0.0311876 | Time: 1965.73 ms [2021-11-01 23:00:16 main:581] : INFO : Epoch 1992 | loss: 0.0311729 | val_loss: 0.0311914 | Time: 1923.24 ms [2021-11-01 23:00:18 main:581] : INFO : Epoch 1993 | loss: 0.0311731 | val_loss: 0.0311855 | Time: 1866.33 ms [2021-11-01 23:00:20 main:581] : INFO : Epoch 1994 | loss: 0.0311698 | val_loss: 0.0311876 | Time: 1863.01 ms [2021-11-01 23:00:22 main:581] : INFO : Epoch 1995 | loss: 0.031171 | val_loss: 0.0311907 | Time: 1862.83 ms [2021-11-01 23:00:24 main:581] : INFO : Epoch 1996 | loss: 0.0311778 | val_loss: 0.0311958 | Time: 1867.43 ms [2021-11-01 23:00:26 main:581] : INFO : Epoch 1997 | loss: 0.0311803 | val_loss: 0.0311936 | Time: 1869.49 ms [2021-11-01 23:00:27 main:581] : INFO : Epoch 1998 | loss: 0.0311772 | val_loss: 0.0311885 | Time: 1878.97 ms [2021-11-01 23:00:29 main:581] : INFO : Epoch 1999 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 1872.66 ms [2021-11-01 23:00:31 main:581] : INFO : Epoch 2000 | loss: 0.0311801 | val_loss: 0.031184 | Time: 1870.24 ms [2021-11-01 23:00:33 main:581] : INFO : Epoch 2001 | loss: 0.0311767 | val_loss: 0.0311874 | Time: 1875.37 ms [2021-11-01 23:00:35 main:581] : INFO : Epoch 2002 | loss: 0.031176 | val_loss: 0.03119 | Time: 1875.48 ms [2021-11-01 23:00:37 main:581] : INFO : Epoch 2003 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 1942.06 ms [2021-11-01 23:00:39 main:581] : INFO : Epoch 2004 | loss: 0.0311801 | val_loss: 0.031193 | Time: 1965.83 ms [2021-11-01 23:00:41 main:581] : INFO : Epoch 2005 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 1971.48 ms [2021-11-01 23:00:43 main:581] : INFO : Epoch 2006 | loss: 0.0311773 | val_loss: 0.0311871 | Time: 1970.35 ms [2021-11-01 23:00:45 main:581] : INFO : Epoch 2007 | loss: 0.0311727 | val_loss: 0.0311852 | Time: 1965.03 ms [2021-11-01 23:00:47 main:581] : INFO : Epoch 2008 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1957.85 ms [2021-11-01 23:00:49 main:581] : INFO : Epoch 2009 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 1878.69 ms [2021-11-01 23:00:50 main:581] : INFO : Epoch 2010 | loss: 0.0311722 | val_loss: 0.0311853 | Time: 1870.62 ms [2021-11-01 23:00:52 main:581] : INFO : Epoch 2011 | loss: 0.0311705 | val_loss: 0.0311838 | Time: 1865.02 ms [2021-11-01 23:00:54 main:581] : INFO : Epoch 2012 | loss: 0.0311751 | val_loss: 0.0311888 | Time: 2010.72 ms [2021-11-01 23:00:56 main:581] : INFO : Epoch 2013 | loss: 0.0311853 | val_loss: 0.03119 | Time: 1917.21 ms [2021-11-01 23:00:58 main:581] : INFO : Epoch 2014 | loss: 0.0311835 | val_loss: 0.031188 | Time: 1921.54 ms [2021-11-01 23:01:00 main:581] : INFO : Epoch 2015 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 1893.9 ms [2021-11-01 23:01:02 main:581] : INFO : Epoch 2016 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 1973.47 ms [2021-11-01 23:01:04 main:581] : INFO : Epoch 2017 | loss: 0.0311794 | val_loss: 0.031185 | Time: 1951.58 ms [2021-11-01 23:01:06 main:581] : INFO : Epoch 2018 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 1896.3 ms [2021-11-01 23:01:08 main:581] : INFO : Epoch 2019 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 1963.92 ms [2021-11-01 23:01:10 main:581] : INFO : Epoch 2020 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1961.43 ms [2021-11-01 23:01:12 main:581] : INFO : Epoch 2021 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 1878.48 ms [2021-11-01 23:01:14 main:581] : INFO : Epoch 2022 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 1869.21 ms [2021-11-01 23:01:15 main:581] : INFO : Epoch 2023 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 1869.49 ms [2021-11-01 23:01:17 main:581] : INFO : Epoch 2024 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 1866.66 ms [2021-11-01 23:01:19 main:581] : INFO : Epoch 2025 | loss: 0.0311838 | val_loss: 0.031191 | Time: 1867.92 ms [2021-11-01 23:01:21 main:581] : INFO : Epoch 2026 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 1886.15 ms [2021-11-01 23:01:23 main:581] : INFO : Epoch 2027 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1877.06 ms [2021-11-01 23:01:25 main:581] : INFO : Epoch 2028 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1867.78 ms [2021-11-01 23:01:27 main:581] : INFO : Epoch 2029 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 1881.9 ms [2021-11-01 23:01:29 main:581] : INFO : Epoch 2030 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 1968.86 ms [2021-11-01 23:01:31 main:581] : INFO : Epoch 2031 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 1921.69 ms [2021-11-01 23:01:32 main:581] : INFO : Epoch 2032 | loss: 0.0311816 | val_loss: 0.0311836 | Time: 1913 ms [2021-11-01 23:01:34 main:581] : INFO : Epoch 2033 | loss: 0.031179 | val_loss: 0.0311863 | Time: 1949.81 ms [2021-11-01 23:01:36 main:581] : INFO : Epoch 2034 | loss: 0.0311805 | val_loss: 0.0311853 | Time: 1881.63 ms [2021-11-01 23:01:38 main:581] : INFO : Epoch 2035 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1866.94 ms [2021-11-01 23:01:40 main:581] : INFO : Epoch 2036 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 1901.34 ms [2021-11-01 23:01:42 main:581] : INFO : Epoch 2037 | loss: 0.031181 | val_loss: 0.0311856 | Time: 1970.92 ms [2021-11-01 23:01:44 main:581] : INFO : Epoch 2038 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 1964.18 ms [2021-11-01 23:01:46 main:581] : INFO : Epoch 2039 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 1963.48 ms [2021-11-01 23:01:48 main:581] : INFO : Epoch 2040 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 1939.7 ms [2021-11-01 23:01:50 main:581] : INFO : Epoch 2041 | loss: 0.0311797 | val_loss: 0.0311949 | Time: 1865.73 ms [2021-11-01 23:01:52 main:581] : INFO : Epoch 2042 | loss: 0.031181 | val_loss: 0.0311848 | Time: 1886.1 ms [2021-11-01 23:01:54 main:581] : INFO : Epoch 2043 | loss: 0.0311787 | val_loss: 0.031187 | Time: 1874.55 ms [2021-11-01 23:01:55 main:581] : INFO : Epoch 2044 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 1864.48 ms [2021-11-01 23:01:57 main:581] : INFO : Epoch 2045 | loss: 0.0311773 | val_loss: 0.0311901 | Time: 1863.81 ms [2021-11-01 23:01:59 main:581] : INFO : Epoch 2046 | loss: 0.0311802 | val_loss: 0.03119 | Time: 1880.54 ms [2021-11-01 23:02:01 main:581] : INFO : Epoch 2047 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 1872.94 ms [2021-11-01 23:02:03 main:581] : INFO : Epoch 2048 | loss: 0.0311769 | val_loss: 0.0311844 | Time: 1870.25 ms [2021-11-01 23:02:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2021-11-01 23:02:03 main:610] : INFO : Saving end state to config to file [2021-11-01 23:02:03 main:615] : INFO : Success, exiting.. 23:02:03 (1238505): 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)