Task 13913328
| Name | ParityModified-1647048133-28061-1-0_0 |
| Workunit | 10990317 |
| Created | 28 Mar 2022, 1:32:40 UTC |
| Sent | 1 Apr 2022, 13:08:31 UTC |
| Report deadline | 9 Apr 2022, 13:08:31 UTC |
| Received | 2 Apr 2022, 7:02:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 1 hours 5 min 25 sec |
| CPU time | 1 hours 4 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0:46:02 main:574] : INFO : Epoch 1542 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 1908.84 ms [2022-04-02 00:46:04 main:574] : INFO : Epoch 1543 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 1866.45 ms [2022-04-02 00:46:06 main:574] : INFO : Epoch 1544 | loss: 0.0311881 | val_loss: 0.0311963 | Time: 1833.82 ms [2022-04-02 00:46:08 main:574] : INFO : Epoch 1545 | loss: 0.031189 | val_loss: 0.0311911 | Time: 1892.41 ms [2022-04-02 00:46:09 main:574] : INFO : Epoch 1546 | loss: 0.0311876 | val_loss: 0.0311916 | Time: 1842.9 ms [2022-04-02 00:46:11 main:574] : INFO : Epoch 1547 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 1834.59 ms [2022-04-02 00:46:13 main:574] : INFO : Epoch 1548 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 1843.78 ms [2022-04-02 00:46:15 main:574] : INFO : Epoch 1549 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 1943.46 ms [2022-04-02 00:46:17 main:574] : INFO : Epoch 1550 | loss: 0.031186 | val_loss: 0.0311906 | Time: 1830.89 ms [2022-04-02 00:46:19 main:574] : INFO : Epoch 1551 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 1830.51 ms [2022-04-02 00:46:21 main:574] : INFO : Epoch 1552 | loss: 0.0311889 | val_loss: 0.0311908 | Time: 1839.55 ms [2022-04-02 00:46:23 main:574] : INFO : Epoch 1553 | loss: 0.0311938 | val_loss: 0.0311969 | Time: 1917.25 ms [2022-04-02 00:46:24 main:574] : INFO : Epoch 1554 | loss: 0.0311963 | val_loss: 0.031201 | Time: 1866.99 ms [2022-04-02 00:46:26 main:574] : INFO : Epoch 1555 | loss: 0.0311949 | val_loss: 0.0312002 | Time: 1848.62 ms [2022-04-02 00:46:28 main:574] : INFO : Epoch 1556 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 1945.68 ms [2022-04-02 00:46:30 main:574] : INFO : Epoch 1557 | loss: 0.0311906 | val_loss: 0.0311935 | Time: 1845.22 ms [2022-04-02 00:46:32 main:574] : INFO : Epoch 1558 | loss: 0.03119 | val_loss: 0.0311922 | Time: 1853.03 ms [2022-04-02 00:46:34 main:574] : INFO : Epoch 1559 | loss: 0.03119 | val_loss: 0.0311928 | Time: 1884.41 ms [2022-04-02 00:46:36 main:574] : INFO : Epoch 1560 | loss: 0.0311918 | val_loss: 0.0311923 | Time: 1888.02 ms [2022-04-02 00:46:38 main:574] : INFO : Epoch 1561 | loss: 0.0311898 | val_loss: 0.0311964 | Time: 1846.63 ms [2022-04-02 00:46:39 main:574] : INFO : Epoch 1562 | loss: 0.0311895 | val_loss: 0.0311899 | Time: 1846.81 ms [2022-04-02 00:46:41 main:574] : INFO : Epoch 1563 | loss: 0.031186 | val_loss: 0.031192 | Time: 1856.72 ms [2022-04-02 00:46:43 main:574] : INFO : Epoch 1564 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 1936.21 ms [2022-04-02 00:46:45 main:574] : INFO : Epoch 1565 | loss: 0.0311858 | val_loss: 0.03119 | Time: 1860.18 ms [2022-04-02 00:46:47 main:574] : INFO : Epoch 1566 | loss: 0.0311864 | val_loss: 0.031189 | Time: 1845.47 ms [2022-04-02 00:46:49 main:574] : INFO : Epoch 1567 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1889.77 ms [2022-04-02 00:46:51 main:574] : INFO : Epoch 1568 | loss: 0.0311851 | val_loss: 0.0311885 | Time: 1871.97 ms [2022-04-02 00:46:53 main:574] : INFO : Epoch 1569 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 1843.49 ms [2022-04-02 00:46:54 main:574] : INFO : Epoch 1570 | loss: 0.0311855 | val_loss: 0.0311923 | Time: 1857.87 ms [2022-04-02 00:46:56 main:574] : INFO : Epoch 1571 | loss: 0.0311863 | val_loss: 0.0311936 | Time: 1921.05 ms [2022-04-02 00:46:58 main:574] : INFO : Epoch 1572 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 1840.88 ms [2022-04-02 00:47:00 main:574] : INFO : Epoch 1573 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 1838.91 ms [2022-04-02 00:47:02 main:574] : INFO : Epoch 1574 | loss: 0.0311844 | val_loss: 0.0311885 | Time: 1875.09 ms [2022-04-02 00:47:04 main:574] : INFO : Epoch 1575 | loss: 0.0311835 | val_loss: 0.0311867 | Time: 1945.97 ms [2022-04-02 00:47:06 main:574] : INFO : Epoch 1576 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1884.29 ms [2022-04-02 00:47:08 main:574] : INFO : Epoch 1577 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 1916.18 ms [2022-04-02 00:47:10 main:574] : INFO : Epoch 1578 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 1945.36 ms [2022-04-02 00:47:12 main:574] : INFO : Epoch 1579 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 1899.33 ms [2022-04-02 00:47:13 main:574] : INFO : Epoch 1580 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 1890.32 ms [2022-04-02 00:47:15 main:574] : INFO : Epoch 1581 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 1913.62 ms [2022-04-02 00:47:17 main:574] : INFO : Epoch 1582 | loss: 0.0311864 | val_loss: 0.0311942 | Time: 1954.19 ms [2022-04-02 00:47:19 main:574] : INFO : Epoch 1583 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 1871.5 ms [2022-04-02 00:47:21 main:574] : INFO : Epoch 1584 | loss: 0.0311839 | val_loss: 0.0311912 | Time: 1866.99 ms [2022-04-02 00:47:23 main:574] : INFO : Epoch 1585 | loss: 0.031184 | val_loss: 0.0311868 | Time: 1867.25 ms [2022-04-02 00:47:25 main:574] : INFO : Epoch 1586 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 1936.91 ms [2022-04-02 00:47:27 main:574] : INFO : Epoch 1587 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 1874.72 ms [2022-04-02 00:47:29 main:574] : INFO : Epoch 1588 | loss: 0.0311868 | val_loss: 0.031186 | Time: 1889.18 ms [2022-04-02 00:47:31 main:574] : INFO : Epoch 1589 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1936.55 ms [2022-04-02 00:47:32 main:574] : INFO : Epoch 1590 | loss: 0.0311848 | val_loss: 0.031189 | Time: 1908.46 ms [2022-04-02 00:47:34 main:574] : INFO : Epoch 1591 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 1886.04 ms [2022-04-02 00:47:36 main:574] : INFO : Epoch 1592 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 1865.17 ms [2022-04-02 00:47:38 main:574] : INFO : Epoch 1593 | loss: 0.0311877 | val_loss: 0.0311872 | Time: 1924.69 ms [2022-04-02 00:47:40 main:574] : INFO : Epoch 1594 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 1879.37 ms [2022-04-02 00:47:42 main:574] : INFO : Epoch 1595 | loss: 0.0311876 | val_loss: 0.0311855 | Time: 1864.06 ms [2022-04-02 00:47:44 main:574] : INFO : Epoch 1596 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1887.15 ms [2022-04-02 00:47:46 main:574] : INFO : Epoch 1597 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 1958.15 ms [2022-04-02 00:47:48 main:574] : INFO : Epoch 1598 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 1877.82 ms [2022-04-02 00:47:50 main:574] : INFO : Epoch 1599 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 1863.97 ms [2022-04-02 00:47:51 main:574] : INFO : Epoch 1600 | loss: 0.031182 | val_loss: 0.0311838 | Time: 1962.69 ms [2022-04-02 00:47:53 main:574] : INFO : Epoch 1601 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1882.66 ms [2022-04-02 00:47:55 main:574] : INFO : Epoch 1602 | loss: 0.0311834 | val_loss: 0.031185 | Time: 1878.81 ms [2022-04-02 00:47:57 main:574] : INFO : Epoch 1603 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 1864.52 ms [2022-04-02 00:47:59 main:574] : INFO : Epoch 1604 | loss: 0.0311808 | val_loss: 0.031185 | Time: 1949.51 ms [2022-04-02 00:48:01 main:574] : INFO : Epoch 1605 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 1873.4 ms [2022-04-02 00:48:03 main:574] : INFO : Epoch 1606 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 1899.78 ms [2022-04-02 00:48:05 main:574] : INFO : Epoch 1607 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1865.79 ms [2022-04-02 00:48:07 main:574] : INFO : Epoch 1608 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 1936.08 ms [2022-04-02 00:48:09 main:574] : INFO : Epoch 1609 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 1867.71 ms [2022-04-02 00:48:10 main:574] : INFO : Epoch 1610 | loss: 0.0311819 | val_loss: 0.031188 | Time: 1892.68 ms [2022-04-02 00:48:12 main:574] : INFO : Epoch 1611 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 1935.5 ms [2022-04-02 00:48:14 main:574] : INFO : Epoch 1612 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 1885 ms [2022-04-02 00:48:16 main:574] : INFO : Epoch 1613 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 1883.27 ms [2022-04-02 00:48:18 main:574] : INFO : Epoch 1614 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 1887.65 ms [2022-04-02 00:48:20 main:574] : INFO : Epoch 1615 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 1912.74 ms [2022-04-02 00:48:22 main:574] : INFO : Epoch 1616 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 1874.78 ms [2022-04-02 00:48:24 main:574] : INFO : Epoch 1617 | loss: 0.03118 | val_loss: 0.0311821 | Time: 1857.95 ms [2022-04-02 00:48:26 main:574] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1883.1 ms [2022-04-02 00:48:28 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1931.77 ms [2022-04-02 00:48:29 main:574] : INFO : Epoch 1620 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 1877.13 ms [2022-04-02 00:48:31 main:574] : INFO : Epoch 1621 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1878.26 ms [2022-04-02 00:48:33 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 1990.71 ms [2022-04-02 00:48:35 main:574] : INFO : Epoch 1623 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1875.55 ms [2022-04-02 00:48:37 main:574] : INFO : Epoch 1624 | loss: 0.031176 | val_loss: 0.0311827 | Time: 1898.31 ms [2022-04-02 00:48:39 main:574] : INFO : Epoch 1625 | loss: 0.031176 | val_loss: 0.0311839 | Time: 1888.33 ms [2022-04-02 00:48:41 main:574] : INFO : Epoch 1626 | loss: 0.0311771 | val_loss: 0.031182 | Time: 1946.86 ms [2022-04-02 00:48:43 main:574] : INFO : Epoch 1627 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 1869.06 ms [2022-04-02 00:48:45 main:574] : INFO : Epoch 1628 | loss: 0.0311752 | val_loss: 0.031185 | Time: 1872.81 ms [2022-04-02 00:48:47 main:574] : INFO : Epoch 1629 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1948.52 ms [2022-04-02 00:48:48 main:574] : INFO : Epoch 1630 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 1872.37 ms [2022-04-02 00:48:50 main:574] : INFO : Epoch 1631 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 1885.82 ms [2022-04-02 00:48:52 main:574] : INFO : Epoch 1632 | loss: 0.0311745 | val_loss: 0.0311895 | Time: 1865.74 ms [2022-04-02 00:48:54 main:574] : INFO : Epoch 1633 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1934.68 ms [2022-04-02 00:48:56 main:574] : INFO : Epoch 1634 | loss: 0.0311732 | val_loss: 0.0311911 | Time: 1865.49 ms [2022-04-02 00:48:58 main:574] : INFO : Epoch 1635 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1892.6 ms [2022-04-02 00:49:00 main:574] : INFO : Epoch 1636 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 1870.13 ms [2022-04-02 00:49:02 main:574] : INFO : Epoch 1637 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 1968.06 ms [2022-04-02 00:49:04 main:574] : INFO : Epoch 1638 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 1879.63 ms [2022-04-02 00:49:06 main:574] : INFO : Epoch 1639 | loss: 0.031175 | val_loss: 0.0311823 | Time: 1864.34 ms [2022-04-02 00:49:07 main:574] : INFO : Epoch 1640 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1927.05 ms [2022-04-02 00:49:09 main:574] : INFO : Epoch 1641 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 1884.04 ms [2022-04-02 00:49:11 main:574] : INFO : Epoch 1642 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 1867.49 ms [2022-04-02 00:49:13 main:574] : INFO : Epoch 1643 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 1890.52 ms [2022-04-02 00:49:15 main:574] : INFO : Epoch 1644 | loss: 0.0311721 | val_loss: 0.0311823 | Time: 1930.78 ms [2022-04-02 00:49:17 main:574] : INFO : Epoch 1645 | loss: 0.0311714 | val_loss: 0.031184 | Time: 1929.28 ms [2022-04-02 00:49:19 main:574] : INFO : Epoch 1646 | loss: 0.0311712 | val_loss: 0.0311863 | Time: 1892.32 ms [2022-04-02 00:49:21 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 1894.44 ms [2022-04-02 00:49:23 main:574] : INFO : Epoch 1648 | loss: 0.0311768 | val_loss: 0.031184 | Time: 1938.97 ms [2022-04-02 00:49:25 main:574] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 1870.87 ms [2022-04-02 00:49:27 main:574] : INFO : Epoch 1650 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 1902.67 ms [2022-04-02 00:49:28 main:574] : INFO : Epoch 1651 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 1922.55 ms [2022-04-02 00:49:30 main:574] : INFO : Epoch 1652 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 1901.78 ms [2022-04-02 00:49:32 main:574] : INFO : Epoch 1653 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1857.28 ms [2022-04-02 00:49:34 main:574] : INFO : Epoch 1654 | loss: 0.031176 | val_loss: 0.0311804 | Time: 1909.03 ms [2022-04-02 00:49:36 main:574] : INFO : Epoch 1655 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1928.36 ms [2022-04-02 00:49:38 main:574] : INFO : Epoch 1656 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 1875.01 ms [2022-04-02 00:49:40 main:574] : INFO : Epoch 1657 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1859.53 ms [2022-04-02 00:49:42 main:574] : INFO : Epoch 1658 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 1881.43 ms [2022-04-02 00:49:44 main:574] : INFO : Epoch 1659 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1938.42 ms [2022-04-02 00:49:46 main:574] : INFO : Epoch 1660 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 1896.49 ms [2022-04-02 00:49:47 main:574] : INFO : Epoch 1661 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1862.5 ms [2022-04-02 00:49:49 main:574] : INFO : Epoch 1662 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 1906.78 ms [2022-04-02 00:49:51 main:574] : INFO : Epoch 1663 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 1880.57 ms [2022-04-02 00:49:53 main:574] : INFO : Epoch 1664 | loss: 0.0311717 | val_loss: 0.0311807 | Time: 1894.83 ms [2022-04-02 00:49:55 main:574] : INFO : Epoch 1665 | loss: 0.0311724 | val_loss: 0.031181 | Time: 1880.52 ms [2022-04-02 00:49:57 main:574] : INFO : Epoch 1666 | loss: 0.0311694 | val_loss: 0.031181 | Time: 1951.93 ms [2022-04-02 00:49:59 main:574] : INFO : Epoch 1667 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1863.51 ms [2022-04-02 00:50:01 main:574] : INFO : Epoch 1668 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1884.64 ms [2022-04-02 00:50:03 main:574] : INFO : Epoch 1669 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 1964.1 ms [2022-04-02 00:50:05 main:574] : INFO : Epoch 1670 | loss: 0.0311689 | val_loss: 0.0311817 | Time: 1926.62 ms [2022-04-02 00:50:06 main:574] : INFO : Epoch 1671 | loss: 0.0311682 | val_loss: 0.03118 | Time: 1874.14 ms [2022-04-02 00:50:08 main:574] : INFO : Epoch 1672 | loss: 0.031168 | val_loss: 0.0311808 | Time: 1865.23 ms [2022-04-02 00:50:10 main:574] : INFO : Epoch 1673 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1945.45 ms [2022-04-02 00:50:12 main:574] : INFO : Epoch 1674 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1892.48 ms [2022-04-02 00:50:14 main:574] : INFO : Epoch 1675 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 1881.93 ms [2022-04-02 00:50:16 main:574] : INFO : Epoch 1676 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1858.6 ms [2022-04-02 00:50:18 main:574] : INFO : Epoch 1677 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 1970.78 ms [2022-04-02 00:50:20 main:574] : INFO : Epoch 1678 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 1867.02 ms [2022-04-02 00:50:22 main:574] : INFO : Epoch 1679 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1880.45 ms [2022-04-02 00:50:24 main:574] : INFO : Epoch 1680 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 1919.69 ms [2022-04-02 00:50:25 main:574] : INFO : Epoch 1681 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 1876.03 ms [2022-04-02 00:50:27 main:574] : INFO : Epoch 1682 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1886.41 ms [2022-04-02 00:50:29 main:574] : INFO : Epoch 1683 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 1895.04 ms [2022-04-02 00:50:31 main:574] : INFO : Epoch 1684 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 1929.85 ms [2022-04-02 00:50:33 main:574] : INFO : Epoch 1685 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 1884.86 ms [2022-04-02 00:50:35 main:574] : INFO : Epoch 1686 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1898.98 ms [2022-04-02 00:50:37 main:574] : INFO : Epoch 1687 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1975.39 ms [2022-04-02 00:50:39 main:574] : INFO : Epoch 1688 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 1952.89 ms [2022-04-02 00:50:41 main:574] : INFO : Epoch 1689 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1878.35 ms [2022-04-02 00:50:43 main:574] : INFO : Epoch 1690 | loss: 0.0311784 | val_loss: 0.0311833 | Time: 1866.6 ms [2022-04-02 00:50:45 main:574] : INFO : Epoch 1691 | loss: 0.0311777 | val_loss: 0.03118 | Time: 1938.11 ms [2022-04-02 00:50:46 main:574] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 1865.39 ms [2022-04-02 00:50:48 main:574] : INFO : Epoch 1693 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1912.59 ms [2022-04-02 00:50:50 main:574] : INFO : Epoch 1694 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1880.64 ms [2022-04-02 00:50:52 main:574] : INFO : Epoch 1695 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 1924.07 ms [2022-04-02 00:50:54 main:574] : INFO : Epoch 1696 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 1880.13 ms [2022-04-02 00:50:56 main:574] : INFO : Epoch 1697 | loss: 0.031177 | val_loss: 0.0311835 | Time: 1870.89 ms [2022-04-02 00:50:58 main:574] : INFO : Epoch 1698 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 1874.36 ms [2022-04-02 00:51:00 main:574] : INFO : Epoch 1699 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1921.33 ms [2022-04-02 00:51:02 main:574] : INFO : Epoch 1700 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1906.8 ms [2022-04-02 00:51:04 main:574] : INFO : Epoch 1701 | loss: 0.0311995 | val_loss: 0.0311955 | Time: 1862.64 ms [2022-04-02 00:51:05 main:574] : INFO : Epoch 1702 | loss: 0.0311968 | val_loss: 0.0311933 | Time: 1908.8 ms [2022-04-02 00:51:07 main:574] : INFO : Epoch 1703 | loss: 0.0312059 | val_loss: 0.0312101 | Time: 1885.73 ms [2022-04-02 00:51:09 main:574] : INFO : Epoch 1704 | loss: 0.0312101 | val_loss: 0.0312105 | Time: 1858.81 ms [2022-04-02 00:51:11 main:574] : INFO : Epoch 1705 | loss: 0.0312063 | val_loss: 0.0312041 | Time: 1874.77 ms [2022-04-02 00:51:13 main:574] : INFO : Epoch 1706 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1965.38 ms [2022-04-02 00:51:15 main:574] : INFO : Epoch 1707 | loss: 0.0311999 | val_loss: 0.031201 | Time: 1870.2 ms [2022-04-02 00:51:17 main:574] : INFO : Epoch 1708 | loss: 0.0311982 | val_loss: 0.031202 | Time: 1895.45 ms [2022-04-02 00:51:19 main:574] : INFO : Epoch 1709 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1918.71 ms [2022-04-02 00:51:21 main:574] : INFO : Epoch 1710 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 1902.87 ms [2022-04-02 00:51:23 main:574] : INFO : Epoch 1711 | loss: 0.0311939 | val_loss: 0.0311999 | Time: 1860.62 ms [2022-04-02 00:51:24 main:574] : INFO : Epoch 1712 | loss: 0.0311944 | val_loss: 0.031199 | Time: 1883.09 ms [2022-04-02 00:51:26 main:574] : INFO : Epoch 1713 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 1921.51 ms [2022-04-02 00:51:28 main:574] : INFO : Epoch 1714 | loss: 0.0311906 | val_loss: 0.0311942 | Time: 1901 ms [2022-04-02 00:51:30 main:574] : INFO : Epoch 1715 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 1867.16 ms [2022-04-02 00:51:32 main:574] : INFO : Epoch 1716 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 1887.7 ms [2022-04-02 00:51:34 main:574] : INFO : Epoch 1717 | loss: 0.0311914 | val_loss: 0.0311955 | Time: 1944.32 ms [2022-04-02 00:51:36 main:574] : INFO : Epoch 1718 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1879.37 ms [2022-04-02 00:51:38 main:574] : INFO : Epoch 1719 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 1875.25 ms [2022-04-02 00:51:40 main:574] : INFO : Epoch 1720 | loss: 0.0311903 | val_loss: 0.0311947 | Time: 1969.75 ms [2022-04-02 00:51:42 main:574] : INFO : Epoch 1721 | loss: 0.0311897 | val_loss: 0.0311949 | Time: 1873.49 ms [2022-04-02 00:51:43 main:574] : INFO : Epoch 1722 | loss: 0.0311886 | val_loss: 0.0311931 | Time: 1880.63 ms [2022-04-02 00:51:45 main:574] : INFO : Epoch 1723 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 1855.7 ms [2022-04-02 00:51:47 main:574] : INFO : Epoch 1724 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1941.27 ms [2022-04-02 00:51:49 main:574] : INFO : Epoch 1725 | loss: 0.031187 | val_loss: 0.0311919 | Time: 1855.66 ms [2022-04-02 00:51:51 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 1893.78 ms [2022-04-02 00:51:53 main:574] : INFO : Epoch 1727 | loss: 0.0311878 | val_loss: 0.0311954 | Time: 1875.85 ms [2022-04-02 00:51:55 main:574] : INFO : Epoch 1728 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 1935.07 ms [2022-04-02 00:51:57 main:574] : INFO : Epoch 1729 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 1873.63 ms [2022-04-02 00:51:59 main:574] : INFO : Epoch 1730 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 1888.28 ms [2022-04-02 00:52:01 main:574] : INFO : Epoch 1731 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 1923.19 ms [2022-04-02 00:52:02 main:574] : INFO : Epoch 1732 | loss: 0.0311852 | val_loss: 0.0311913 | Time: 1910.75 ms [2022-04-02 00:52:04 main:574] : INFO : Epoch 1733 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 1864.31 ms [2022-04-02 00:52:06 main:574] : INFO : Epoch 1734 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 1887.35 ms [2022-04-02 00:52:08 main:574] : INFO : Epoch 1735 | loss: 0.0311866 | val_loss: 0.031196 | Time: 1927.86 ms [2022-04-02 00:52:10 main:574] : INFO : Epoch 1736 | loss: 0.0311922 | val_loss: 0.0312003 | Time: 1888.7 ms [2022-04-02 00:52:12 main:574] : INFO : Epoch 1737 | loss: 0.031202 | val_loss: 0.0312064 | Time: 1866.27 ms [2022-04-02 00:52:14 main:574] : INFO : Epoch 1738 | loss: 0.0312052 | val_loss: 0.0312052 | Time: 1884.12 ms [2022-04-02 00:52:16 main:574] : INFO : Epoch 1739 | loss: 0.0312024 | val_loss: 0.031201 | Time: 1922.53 ms [2022-04-02 00:52:18 main:574] : INFO : Epoch 1740 | loss: 0.0311989 | val_loss: 0.0311958 | Time: 1892.81 ms [2022-04-02 00:52:19 main:574] : INFO : Epoch 1741 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 1869.65 ms [2022-04-02 00:52:21 main:574] : INFO : Epoch 1742 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 1920.29 ms [2022-04-02 00:52:23 main:574] : INFO : Epoch 1743 | loss: 0.0311908 | val_loss: 0.0311893 | Time: 1876.22 ms [2022-04-02 00:52:25 main:574] : INFO : Epoch 1744 | loss: 0.0311891 | val_loss: 0.031188 | Time: 1892.83 ms [2022-04-02 00:52:27 main:574] : INFO : Epoch 1745 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 2105.59 ms [2022-04-02 00:52:30 main:574] : INFO : Epoch 1746 | loss: 0.0311864 | val_loss: 0.031186 | Time: 2215.63 ms [2022-04-02 00:52:32 main:574] : INFO : Epoch 1747 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 2161.03 ms [2022-04-02 00:52:34 main:574] : INFO : Epoch 1748 | loss: 0.0311868 | val_loss: 0.0311877 | Time: 2029.57 ms [2022-04-02 00:52:36 main:574] : INFO : Epoch 1749 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 1936.69 ms [2022-04-02 00:52:38 main:574] : INFO : Epoch 1750 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1932.75 ms [2022-04-02 00:52:39 main:574] : INFO : Epoch 1751 | loss: 0.0311857 | val_loss: 0.031186 | Time: 1877 ms [2022-04-02 00:52:41 main:574] : INFO : Epoch 1752 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 1922.86 ms [2022-04-02 00:52:43 main:574] : INFO : Epoch 1753 | loss: 0.031186 | val_loss: 0.0311891 | Time: 1922.46 ms [2022-04-02 00:52:45 main:574] : INFO : Epoch 1754 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 1922.85 ms [2022-04-02 00:52:47 main:574] : INFO : Epoch 1755 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 1846.6 ms [2022-04-02 00:52:49 main:574] : INFO : Epoch 1756 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1878.06 ms [2022-04-02 00:52:51 main:574] : INFO : Epoch 1757 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 1927.67 ms [2022-04-02 00:52:53 main:574] : INFO : Epoch 1758 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 1878.3 ms [2022-04-02 00:52:55 main:574] : INFO : Epoch 1759 | loss: 0.0311824 | val_loss: 0.0311862 | Time: 1874.54 ms [2022-04-02 00:52:57 main:574] : INFO : Epoch 1760 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 1928.63 ms [2022-04-02 00:52:59 main:574] : INFO : Epoch 1761 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 1907.48 ms [2022-04-02 00:53:00 main:574] : INFO : Epoch 1762 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 1889.84 ms [2022-04-02 00:53:02 main:574] : INFO : Epoch 1763 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 1882.17 ms [2022-04-02 00:53:04 main:574] : INFO : Epoch 1764 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 1933.09 ms [2022-04-02 00:53:06 main:574] : INFO : Epoch 1765 | loss: 0.0311815 | val_loss: 0.0311891 | Time: 1884.18 ms [2022-04-02 00:53:08 main:574] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311855 | Time: 1886.4 ms [2022-04-02 00:53:10 main:574] : INFO : Epoch 1767 | loss: 0.031182 | val_loss: 0.0311857 | Time: 1874.9 ms [2022-04-02 00:53:12 main:574] : INFO : Epoch 1768 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 1933.66 ms [2022-04-02 00:53:14 main:574] : INFO : Epoch 1769 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1880.7 ms [2022-04-02 00:53:16 main:574] : INFO : Epoch 1770 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 1872.21 ms [2022-04-02 00:53:18 main:574] : INFO : Epoch 1771 | loss: 0.03118 | val_loss: 0.0311855 | Time: 1945.14 ms [2022-04-02 00:53:19 main:574] : INFO : Epoch 1772 | loss: 0.03118 | val_loss: 0.0311838 | Time: 1878 ms [2022-04-02 00:53:21 main:574] : INFO : Epoch 1773 | loss: 0.0311795 | val_loss: 0.031184 | Time: 1891.94 ms [2022-04-02 00:53:23 main:574] : INFO : Epoch 1774 | loss: 0.0311803 | val_loss: 0.0311888 | Time: 1852.06 ms [2022-04-02 00:53:25 main:574] : INFO : Epoch 1775 | loss: 0.031183 | val_loss: 0.031186 | Time: 1967.42 ms [2022-04-02 00:53:27 main:574] : INFO : Epoch 1776 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1866.66 ms [2022-04-02 00:53:29 main:574] : INFO : Epoch 1777 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 1909.37 ms [2022-04-02 00:53:31 main:574] : INFO : Epoch 1778 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 1917.71 ms [2022-04-02 00:53:33 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1886.29 ms [2022-04-02 00:53:35 main:574] : INFO : Epoch 1780 | loss: 0.0311799 | val_loss: 0.031184 | Time: 1912.31 ms [2022-04-02 00:53:37 main:574] : INFO : Epoch 1781 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 1876 ms [2022-04-02 00:53:39 main:574] : INFO : Epoch 1782 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1917.68 ms [2022-04-02 00:53:40 main:574] : INFO : Epoch 1783 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 1918.4 ms [2022-04-02 00:53:42 main:574] : INFO : Epoch 1784 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 1873.86 ms [2022-04-02 00:53:44 main:574] : INFO : Epoch 1785 | loss: 0.031181 | val_loss: 0.0311858 | Time: 1869.63 ms [2022-04-02 00:53:46 main:574] : INFO : Epoch 1786 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 1941.9 ms [2022-04-02 00:53:48 main:574] : INFO : Epoch 1787 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 1881.63 ms [2022-04-02 00:53:50 main:574] : INFO : Epoch 1788 | loss: 0.0311882 | val_loss: 0.0311872 | Time: 1861.36 ms [2022-04-02 00:53:52 main:574] : INFO : Epoch 1789 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 1928.96 ms [2022-04-02 00:53:54 main:574] : INFO : Epoch 1790 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 1868.86 ms [2022-04-02 00:53:56 main:574] : INFO : Epoch 1791 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 1875 ms [2022-04-02 00:53:57 main:574] : INFO : Epoch 1792 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 1869.23 ms [2022-04-02 00:53:59 main:574] : INFO : Epoch 1793 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 1953.3 ms [2022-04-02 00:54:01 main:574] : INFO : Epoch 1794 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 1874 ms [2022-04-02 00:54:03 main:574] : INFO : Epoch 1795 | loss: 0.0311827 | val_loss: 0.031184 | Time: 1870.18 ms [2022-04-02 00:54:05 main:574] : INFO : Epoch 1796 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 1897.65 ms [2022-04-02 00:54:07 main:574] : INFO : Epoch 1797 | loss: 0.0311813 | val_loss: 0.0311809 | Time: 1942.66 ms [2022-04-02 00:54:09 main:574] : INFO : Epoch 1798 | loss: 0.0311809 | val_loss: 0.0312141 | Time: 1859.02 ms [2022-04-02 00:54:11 main:574] : INFO : Epoch 1799 | loss: 0.0349764 | val_loss: 0.0335849 | Time: 1868.43 ms [2022-04-02 00:54:13 main:574] : INFO : Epoch 1800 | loss: 0.0321168 | val_loss: 0.0315397 | Time: 1926.37 ms [2022-04-02 00:54:15 main:574] : INFO : Epoch 1801 | loss: 0.0313484 | val_loss: 0.0312728 | Time: 1889.25 ms [2022-04-02 00:54:16 main:574] : INFO : Epoch 1802 | loss: 0.0312634 | val_loss: 0.0312532 | Time: 1877.89 ms [2022-04-02 00:54:18 main:574] : INFO : Epoch 1803 | loss: 0.0312484 | val_loss: 0.0312429 | Time: 1867.96 ms [2022-04-02 00:54:20 main:574] : INFO : Epoch 1804 | loss: 0.0312417 | val_loss: 0.0312375 | Time: 1957.94 ms [2022-04-02 00:54:22 main:574] : INFO : Epoch 1805 | loss: 0.0312367 | val_loss: 0.031233 | Time: 1915.97 ms [2022-04-02 00:54:24 main:574] : INFO : Epoch 1806 | loss: 0.0312338 | val_loss: 0.0312298 | Time: 1872.59 ms [2022-04-02 00:54:26 main:574] : INFO : Epoch 1807 | loss: 0.0312305 | val_loss: 0.0312285 | Time: 1877.67 ms [2022-04-02 00:54:28 main:574] : INFO : Epoch 1808 | loss: 0.0312275 | val_loss: 0.031224 | Time: 1949.99 ms [2022-04-02 00:54:30 main:574] : INFO : Epoch 1809 | loss: 0.0312237 | val_loss: 0.0312212 | Time: 1899.98 ms [2022-04-02 00:54:32 main:574] : INFO : Epoch 1810 | loss: 0.0312211 | val_loss: 0.0312193 | Time: 1900.32 ms [2022-04-02 00:54:34 main:574] : INFO : Epoch 1811 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 1935.9 ms [2022-04-02 00:54:36 main:574] : INFO : Epoch 1812 | loss: 0.0312165 | val_loss: 0.0312113 | Time: 1903.27 ms [2022-04-02 00:54:37 main:574] : INFO : Epoch 1813 | loss: 0.0312103 | val_loss: 0.0312099 | Time: 1860.02 ms [2022-04-02 00:54:39 main:574] : INFO : Epoch 1814 | loss: 0.0312092 | val_loss: 0.0312084 | Time: 1899.47 ms [2022-04-02 00:54:41 main:574] : INFO : Epoch 1815 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 1932.23 ms [2022-04-02 00:54:43 main:574] : INFO : Epoch 1816 | loss: 0.031208 | val_loss: 0.0312071 | Time: 1883.37 ms [2022-04-02 00:54:45 main:574] : INFO : Epoch 1817 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 1875.22 ms [2022-04-02 00:54:47 main:574] : INFO : Epoch 1818 | loss: 0.0312062 | val_loss: 0.0312085 | Time: 1874.77 ms [2022-04-02 00:54:49 main:574] : INFO : Epoch 1819 | loss: 0.0312067 | val_loss: 0.0312032 | Time: 1950.1 ms [2022-04-02 00:54:51 main:574] : INFO : Epoch 1820 | loss: 0.0312043 | val_loss: 0.0312028 | Time: 1888.48 ms [2022-04-02 00:54:53 main:574] : INFO : Epoch 1821 | loss: 0.0312039 | val_loss: 0.0312024 | Time: 1872.89 ms [2022-04-02 00:54:55 main:574] : INFO : Epoch 1822 | loss: 0.0312033 | val_loss: 0.031201 | Time: 1953.06 ms [2022-04-02 00:54:56 main:574] : INFO : Epoch 1823 | loss: 0.0312017 | val_loss: 0.0312002 | Time: 1874.61 ms [2022-04-02 00:54:58 main:574] : INFO : Epoch 1824 | loss: 0.0312003 | val_loss: 0.0311995 | Time: 1873.18 ms [2022-04-02 00:55:00 main:574] : INFO : Epoch 1825 | loss: 0.0311991 | val_loss: 0.0311995 | Time: 1863.56 ms [2022-04-02 00:55:02 main:574] : INFO : Epoch 1826 | loss: 0.0311989 | val_loss: 0.0311998 | Time: 1956.98 ms [2022-04-02 00:55:04 main:574] : INFO : Epoch 1827 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 1911.98 ms [2022-04-02 00:55:06 main:574] : INFO : Epoch 1828 | loss: 0.0311984 | val_loss: 0.0311994 | Time: 1884.75 ms [2022-04-02 00:55:08 main:574] : INFO : Epoch 1829 | loss: 0.0311972 | val_loss: 0.0311981 | Time: 1908.67 ms [2022-04-02 00:55:10 main:574] : INFO : Epoch 1830 | loss: 0.0311968 | val_loss: 0.0311966 | Time: 1903.87 ms [2022-04-02 00:55:12 main:574] : INFO : Epoch 1831 | loss: 0.031196 | val_loss: 0.0311951 | Time: 1890.22 ms [2022-04-02 00:55:14 main:574] : INFO : Epoch 1832 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 1920.23 ms [2022-04-02 00:55:16 main:574] : INFO : Epoch 1833 | loss: 0.0311947 | val_loss: 0.0311945 | Time: 1923.32 ms [2022-04-02 00:55:17 main:574] : INFO : Epoch 1834 | loss: 0.0311942 | val_loss: 0.0311951 | Time: 1906.67 ms [2022-04-02 00:55:19 main:574] : INFO : Epoch 1835 | loss: 0.0311943 | val_loss: 0.0311967 | Time: 1899.06 ms [2022-04-02 00:55:21 main:574] : INFO : Epoch 1836 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 1928.34 ms [2022-04-02 00:55:23 main:574] : INFO : Epoch 1837 | loss: 0.031194 | val_loss: 0.0311954 | Time: 1933.68 ms [2022-04-02 00:55:25 main:574] : INFO : Epoch 1838 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 1865.44 ms [2022-04-02 00:55:27 main:574] : INFO : Epoch 1839 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 1875.3 ms [2022-04-02 00:55:29 main:574] : INFO : Epoch 1840 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 1921.75 ms [2022-04-02 00:55:31 main:574] : INFO : Epoch 1841 | loss: 0.0311932 | val_loss: 0.0311931 | Time: 1876.74 ms [2022-04-02 00:55:33 main:574] : INFO : Epoch 1842 | loss: 0.0311945 | val_loss: 0.0311932 | Time: 1878.76 ms [2022-04-02 00:55:35 main:574] : INFO : Epoch 1843 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 1903.09 ms [2022-04-02 00:55:36 main:574] : INFO : Epoch 1844 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 1931.83 ms [2022-04-02 00:55:38 main:574] : INFO : Epoch 1845 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1879.86 ms [2022-04-02 00:55:40 main:574] : INFO : Epoch 1846 | loss: 0.031192 | val_loss: 0.0311921 | Time: 1860.91 ms [2022-04-02 00:55:42 main:574] : INFO : Epoch 1847 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 1882.98 ms [2022-04-02 00:55:44 main:574] : INFO : Epoch 1848 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 1925.28 ms [2022-04-02 00:55:46 main:574] : INFO : Epoch 1849 | loss: 0.0311914 | val_loss: 0.031192 | Time: 1885.64 ms [2022-04-02 00:55:48 main:574] : INFO : Epoch 1850 | loss: 0.0311911 | val_loss: 0.031192 | Time: 1855.9 ms [2022-04-02 00:55:50 main:574] : INFO : Epoch 1851 | loss: 0.0311914 | val_loss: 0.0311923 | Time: 1947.47 ms [2022-04-02 00:55:52 main:574] : INFO : Epoch 1852 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 1875.1 ms [2022-04-02 00:55:54 main:574] : INFO : Epoch 1853 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 1864.15 ms [2022-04-02 00:55:55 main:574] : INFO : Epoch 1854 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 1882.5 ms [2022-04-02 00:55:57 main:574] : INFO : Epoch 1855 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 1935.01 ms [2022-04-02 00:55:59 main:574] : INFO : Epoch 1856 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 1877.69 ms [2022-04-02 00:56:01 main:574] : INFO : Epoch 1857 | loss: 0.0311908 | val_loss: 0.0311925 | Time: 1883.65 ms [2022-04-02 00:56:03 main:574] : INFO : Epoch 1858 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 1871.08 ms [2022-04-02 00:56:05 main:574] : INFO : Epoch 1859 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 1948.04 ms [2022-04-02 00:56:07 main:574] : INFO : Epoch 1860 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 1882.56 ms [2022-04-02 00:56:09 main:574] : INFO : Epoch 1861 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 1843.82 ms [2022-04-02 00:56:11 main:574] : INFO : Epoch 1862 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 1952.71 ms [2022-04-02 00:56:12 main:574] : INFO : Epoch 1863 | loss: 0.0311899 | val_loss: 0.031192 | Time: 1854.67 ms [2022-04-02 00:56:14 main:574] : INFO : Epoch 1864 | loss: 0.031189 | val_loss: 0.0311924 | Time: 1881.51 ms [2022-04-02 00:56:16 main:574] : INFO : Epoch 1865 | loss: 0.0311894 | val_loss: 0.0311916 | Time: 1879.9 ms [2022-04-02 00:56:18 main:574] : INFO : Epoch 1866 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 1944.39 ms [2022-04-02 00:56:20 main:574] : INFO : Epoch 1867 | loss: 0.031189 | val_loss: 0.0311922 | Time: 1898.59 ms [2022-04-02 00:56:22 main:574] : INFO : Epoch 1868 | loss: 0.0311886 | val_loss: 0.0311924 | Time: 1855.81 ms [2022-04-02 00:56:24 main:574] : INFO : Epoch 1869 | loss: 0.0311894 | val_loss: 0.0311926 | Time: 1869.07 ms [2022-04-02 00:56:26 main:574] : INFO : Epoch 1870 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1919.37 ms [2022-04-02 00:56:28 main:574] : INFO : Epoch 1871 | loss: 0.031189 | val_loss: 0.0311949 | Time: 1896.51 ms [2022-04-02 00:56:30 main:574] : INFO : Epoch 1872 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 1858.82 ms [2022-04-02 00:56:31 main:574] : INFO : Epoch 1873 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 1916.71 ms [2022-04-02 00:56:33 main:574] : INFO : Epoch 1874 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 1876.43 ms [2022-04-02 00:56:35 main:574] : INFO : Epoch 1875 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 1872.77 ms [2022-04-02 00:56:37 main:574] : INFO : Epoch 1876 | loss: 0.0311876 | val_loss: 0.031192 | Time: 1892.37 ms [2022-04-02 00:56:39 main:574] : INFO : Epoch 1877 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1933.35 ms [2022-04-02 00:56:41 main:574] : INFO : Epoch 1878 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 1865.12 ms [2022-04-02 00:56:43 main:574] : INFO : Epoch 1879 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 1868.8 ms [2022-04-02 00:56:45 main:574] : INFO : Epoch 1880 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 1905.41 ms [2022-04-02 00:56:47 main:574] : INFO : Epoch 1881 | loss: 0.0311876 | val_loss: 0.0311923 | Time: 1901.68 ms [2022-04-02 00:56:48 main:574] : INFO : Epoch 1882 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 1868.49 ms [2022-04-02 00:56:50 main:574] : INFO : Epoch 1883 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 1873.19 ms [2022-04-02 00:56:52 main:574] : INFO : Epoch 1884 | loss: 0.0311877 | val_loss: 0.031192 | Time: 1948.89 ms [2022-04-02 00:56:54 main:574] : INFO : Epoch 1885 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 1876.05 ms [2022-04-02 00:56:56 main:574] : INFO : Epoch 1886 | loss: 0.0311891 | val_loss: 0.031193 | Time: 1866.57 ms [2022-04-02 00:56:58 main:574] : INFO : Epoch 1887 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 1881.99 ms [2022-04-02 00:57:00 main:574] : INFO : Epoch 1888 | loss: 0.0311873 | val_loss: 0.0311925 | Time: 1956.44 ms [2022-04-02 00:57:02 main:574] : INFO : Epoch 1889 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 1875.36 ms [2022-04-02 00:57:04 main:574] : INFO : Epoch 1890 | loss: 0.0311865 | val_loss: 0.0311923 | Time: 1856.13 ms [2022-04-02 00:57:06 main:574] : INFO : Epoch 1891 | loss: 0.0311863 | val_loss: 0.0311915 | Time: 1961.69 ms [2022-04-02 00:57:08 main:574] : INFO : Epoch 1892 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1861.48 ms [2022-04-02 00:57:09 main:574] : INFO : Epoch 1893 | loss: 0.0311863 | val_loss: 0.031192 | Time: 1849.19 ms [2022-04-02 00:57:11 main:574] : INFO : Epoch 1894 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 1885.87 ms [2022-04-02 00:57:13 main:574] : INFO : Epoch 1895 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 1908.06 ms [2022-04-02 00:57:15 main:574] : INFO : Epoch 1896 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1872.38 ms [2022-04-02 00:57:17 main:574] : INFO : Epoch 1897 | loss: 0.031187 | val_loss: 0.0311913 | Time: 1846.4 ms [2022-04-02 00:57:19 main:574] : INFO : Epoch 1898 | loss: 0.0311862 | val_loss: 0.0311928 | Time: 1872.29 ms [2022-04-02 00:57:21 main:574] : INFO : Epoch 1899 | loss: 0.0311875 | val_loss: 0.0311952 | Time: 1932.17 ms [2022-04-02 00:57:23 main:574] : INFO : Epoch 1900 | loss: 0.0311868 | val_loss: 0.0311922 | Time: 1881.07 ms [2022-04-02 00:57:24 main:574] : INFO : Epoch 1901 | loss: 0.031186 | val_loss: 0.0311916 | Time: 1853.11 ms [2022-04-02 00:57:26 main:574] : INFO : Epoch 1902 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 1939.97 ms [2022-04-02 00:57:28 main:574] : INFO : Epoch 1903 | loss: 0.0311853 | val_loss: 0.0311926 | Time: 1854.67 ms [2022-04-02 00:57:30 main:574] : INFO : Epoch 1904 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 1886.78 ms [2022-04-02 00:57:32 main:574] : INFO : Epoch 1905 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1856.78 ms [2022-04-02 00:57:34 main:574] : INFO : Epoch 1906 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 1907.54 ms [2022-04-02 00:57:36 main:574] : INFO : Epoch 1907 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1871.1 ms [2022-04-02 00:57:38 main:574] : INFO : Epoch 1908 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 1891.23 ms [2022-04-02 00:57:40 main:574] : INFO : Epoch 1909 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 1861.69 ms [2022-04-02 00:57:41 main:574] : INFO : Epoch 1910 | loss: 0.031186 | val_loss: 0.0311911 | Time: 1897.67 ms [2022-04-02 00:57:43 main:574] : INFO : Epoch 1911 | loss: 0.0311843 | val_loss: 0.03119 | Time: 1862.87 ms [2022-04-02 00:57:45 main:574] : INFO : Epoch 1912 | loss: 0.031184 | val_loss: 0.0311902 | Time: 1864.75 ms [2022-04-02 00:57:47 main:574] : INFO : Epoch 1913 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 1943.19 ms [2022-04-02 00:57:49 main:574] : INFO : Epoch 1914 | loss: 0.0311836 | val_loss: 0.031189 | Time: 1861.93 ms [2022-04-02 00:57:51 main:574] : INFO : Epoch 1915 | loss: 0.0311833 | val_loss: 0.0311914 | Time: 1887.12 ms [2022-04-02 00:57:53 main:574] : INFO : Epoch 1916 | loss: 0.0311838 | val_loss: 0.0311882 | Time: 1842.52 ms [2022-04-02 00:57:55 main:574] : INFO : Epoch 1917 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 1937.56 ms [2022-04-02 00:57:57 main:574] : INFO : Epoch 1918 | loss: 0.0311816 | val_loss: 0.0311919 | Time: 1872.65 ms [2022-04-02 00:57:58 main:574] : INFO : Epoch 1919 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 1863.63 ms [2022-04-02 00:58:00 main:574] : INFO : Epoch 1920 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 1910.93 ms [2022-04-02 00:58:02 main:574] : INFO : Epoch 1921 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 1974.99 ms [2022-04-02 00:58:04 main:574] : INFO : Epoch 1922 | loss: 0.0311818 | val_loss: 0.0311869 | Time: 1876.52 ms [2022-04-02 00:58:06 main:574] : INFO : Epoch 1923 | loss: 0.0311816 | val_loss: 0.0311897 | Time: 1907.67 ms [2022-04-02 00:58:08 main:574] : INFO : Epoch 1924 | loss: 0.031182 | val_loss: 0.0311936 | Time: 1910.76 ms [2022-04-02 00:58:10 main:574] : INFO : Epoch 1925 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 1877.89 ms [2022-04-02 00:58:12 main:574] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.0311876 | Time: 1865.63 ms [2022-04-02 00:58:14 main:574] : INFO : Epoch 1927 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 1898.22 ms [2022-04-02 00:58:16 main:574] : INFO : Epoch 1928 | loss: 0.03118 | val_loss: 0.0311856 | Time: 1953.31 ms [2022-04-02 00:58:18 main:574] : INFO : Epoch 1929 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 1866.63 ms [2022-04-02 00:58:19 main:574] : INFO : Epoch 1930 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 1860.53 ms [2022-04-02 00:58:21 main:574] : INFO : Epoch 1931 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 1866.81 ms [2022-04-02 00:58:23 main:574] : INFO : Epoch 1932 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 1928.77 ms [2022-04-02 00:58:25 main:574] : INFO : Epoch 1933 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 1917.22 ms [2022-04-02 00:58:27 main:574] : INFO : Epoch 1934 | loss: 0.031178 | val_loss: 0.0311858 | Time: 1861.7 ms [2022-04-02 00:58:29 main:574] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.031185 | Time: 1914.5 ms [2022-04-02 00:58:31 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1896.22 ms [2022-04-02 00:58:33 main:574] : INFO : Epoch 1937 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 1858.07 ms [2022-04-02 00:58:35 main:574] : INFO : Epoch 1938 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1892.95 ms [2022-04-02 00:58:36 main:574] : INFO : Epoch 1939 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1938.86 ms [2022-04-02 00:58:38 main:574] : INFO : Epoch 1940 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 1918.32 ms [2022-04-02 00:58:40 main:574] : INFO : Epoch 1941 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1863.48 ms [2022-04-02 00:58:42 main:574] : INFO : Epoch 1942 | loss: 0.0311772 | val_loss: 0.0311849 | Time: 1866.2 ms [2022-04-02 00:58:44 main:574] : INFO : Epoch 1943 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1952.48 ms [2022-04-02 00:58:46 main:574] : INFO : Epoch 1944 | loss: 0.0311763 | val_loss: 0.0311866 | Time: 1860.23 ms [2022-04-02 00:58:48 main:574] : INFO : Epoch 1945 | loss: 0.0311772 | val_loss: 0.031185 | Time: 1882.14 ms [2022-04-02 00:58:50 main:574] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.0311879 | Time: 1937.79 ms [2022-04-02 00:58:52 main:574] : INFO : Epoch 1947 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 1897.48 ms [2022-04-02 00:58:54 main:574] : INFO : Epoch 1948 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 1862.88 ms [2022-04-02 00:58:55 main:574] : INFO : Epoch 1949 | loss: 0.0311758 | val_loss: 0.0311842 | Time: 1881.5 ms [2022-04-02 00:58:57 main:574] : INFO : Epoch 1950 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 1912.44 ms [2022-04-02 00:58:59 main:574] : INFO : Epoch 1951 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 1866.35 ms [2022-04-02 00:59:01 main:574] : INFO : Epoch 1952 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 1871.03 ms [2022-04-02 00:59:03 main:574] : INFO : Epoch 1953 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 1860.95 ms [2022-04-02 00:59:05 main:574] : INFO : Epoch 1954 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 2020.82 ms [2022-04-02 00:59:07 main:574] : INFO : Epoch 1955 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 1885.13 ms [2022-04-02 00:59:09 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.031185 | Time: 1871.53 ms [2022-04-02 00:59:11 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 1957.39 ms [2022-04-02 00:59:13 main:574] : INFO : Epoch 1958 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 1866.93 ms [2022-04-02 00:59:15 main:574] : INFO : Epoch 1959 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 1881.72 ms [2022-04-02 00:59:16 main:574] : INFO : Epoch 1960 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1870.17 ms [2022-04-02 00:59:18 main:574] : INFO : Epoch 1961 | loss: 0.031175 | val_loss: 0.031185 | Time: 1957.68 ms [2022-04-02 00:59:20 main:574] : INFO : Epoch 1962 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 1901.35 ms [2022-04-02 00:59:22 main:574] : INFO : Epoch 1963 | loss: 0.0311749 | val_loss: 0.0311879 | Time: 1911.55 ms [2022-04-02 00:59:24 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.0311851 | Time: 1984.01 ms [2022-04-02 00:59:26 main:574] : INFO : Epoch 1965 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 1884.92 ms [2022-04-02 00:59:28 main:574] : INFO : Epoch 1966 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 1884.48 ms [2022-04-02 00:59:30 main:574] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.031185 | Time: 1876.21 ms [2022-04-02 00:59:32 main:574] : INFO : Epoch 1968 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 1947.15 ms [2022-04-02 00:59:34 main:574] : INFO : Epoch 1969 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 1903.5 ms [2022-04-02 00:59:36 main:574] : INFO : Epoch 1970 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 1904.36 ms [2022-04-02 00:59:37 main:574] : INFO : Epoch 1971 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 1887.64 ms [2022-04-02 00:59:39 main:574] : INFO : Epoch 1972 | loss: 0.0311729 | val_loss: 0.0311854 | Time: 1951.95 ms [2022-04-02 00:59:41 main:574] : INFO : Epoch 1973 | loss: 0.0311727 | val_loss: 0.0311853 | Time: 1883.17 ms [2022-04-02 00:59:43 main:574] : INFO : Epoch 1974 | loss: 0.0311727 | val_loss: 0.0311838 | Time: 1861.56 ms [2022-04-02 00:59:45 main:574] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 1918.17 ms [2022-04-02 00:59:47 main:574] : INFO : Epoch 1976 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 1880.74 ms [2022-04-02 00:59:49 main:574] : INFO : Epoch 1977 | loss: 0.031173 | val_loss: 0.031191 | Time: 1866.37 ms [2022-04-02 00:59:51 main:574] : INFO : Epoch 1978 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 1893.08 ms [2022-04-02 00:59:53 main:574] : INFO : Epoch 1979 | loss: 0.031172 | val_loss: 0.0311847 | Time: 1955.7 ms [2022-04-02 00:59:55 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 1878.24 ms [2022-04-02 00:59:56 main:574] : INFO : Epoch 1981 | loss: 0.031172 | val_loss: 0.0311875 | Time: 1873.27 ms [2022-04-02 00:59:58 main:574] : INFO : Epoch 1982 | loss: 0.0311722 | val_loss: 0.0311868 | Time: 1896.56 ms [2022-04-02 01:00:00 main:574] : INFO : Epoch 1983 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 1970.23 ms [2022-04-02 01:00:02 main:574] : INFO : Epoch 1984 | loss: 0.0311752 | val_loss: 0.031186 | Time: 1898.12 ms [2022-04-02 01:00:04 main:574] : INFO : Epoch 1985 | loss: 0.0311733 | val_loss: 0.0311843 | Time: 1920.34 ms [2022-04-02 01:00:06 main:574] : INFO : Epoch 1986 | loss: 0.0311732 | val_loss: 0.0311853 | Time: 1980.03 ms [2022-04-02 01:00:08 main:574] : INFO : Epoch 1987 | loss: 0.0311737 | val_loss: 0.0311845 | Time: 1932.03 ms [2022-04-02 01:00:10 main:574] : INFO : Epoch 1988 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 1903.98 ms [2022-04-02 01:00:12 main:574] : INFO : Epoch 1989 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 1882.11 ms [2022-04-02 01:00:14 main:574] : INFO : Epoch 1990 | loss: 0.031175 | val_loss: 0.0311834 | Time: 1942.79 ms [2022-04-02 01:00:16 main:574] : INFO : Epoch 1991 | loss: 0.0311744 | val_loss: 0.0311848 | Time: 1865.74 ms [2022-04-02 01:00:18 main:574] : INFO : Epoch 1992 | loss: 0.0311721 | val_loss: 0.0311888 | Time: 1888.82 ms [2022-04-02 01:00:20 main:574] : INFO : Epoch 1993 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 1937.52 ms [2022-04-02 01:00:21 main:574] : INFO : Epoch 1994 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 1912.26 ms [2022-04-02 01:00:23 main:574] : INFO : Epoch 1995 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 1876.51 ms [2022-04-02 01:00:25 main:574] : INFO : Epoch 1996 | loss: 0.0311725 | val_loss: 0.0311882 | Time: 1897.45 ms [2022-04-02 01:00:27 main:574] : INFO : Epoch 1997 | loss: 0.0311727 | val_loss: 0.0311841 | Time: 1960.48 ms [2022-04-02 01:00:29 main:574] : INFO : Epoch 1998 | loss: 0.031175 | val_loss: 0.0311867 | Time: 1889.16 ms [2022-04-02 01:00:31 main:574] : INFO : Epoch 1999 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 1903.02 ms [2022-04-02 01:00:33 main:574] : INFO : Epoch 2000 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 1900.3 ms [2022-04-02 01:00:35 main:574] : INFO : Epoch 2001 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 1960.95 ms [2022-04-02 01:00:37 main:574] : INFO : Epoch 2002 | loss: 0.0311745 | val_loss: 0.0311835 | Time: 1860.5 ms [2022-04-02 01:00:39 main:574] : INFO : Epoch 2003 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 1919.06 ms [2022-04-02 01:00:41 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 1919.4 ms [2022-04-02 01:00:42 main:574] : INFO : Epoch 2005 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 1873.48 ms [2022-04-02 01:00:44 main:574] : INFO : Epoch 2006 | loss: 0.0311729 | val_loss: 0.031183 | Time: 1883.07 ms [2022-04-02 01:00:46 main:574] : INFO : Epoch 2007 | loss: 0.031173 | val_loss: 0.0311845 | Time: 1888.68 ms [2022-04-02 01:00:48 main:574] : INFO : Epoch 2008 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 1956.04 ms [2022-04-02 01:00:50 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 1855.45 ms [2022-04-02 01:00:52 main:574] : INFO : Epoch 2010 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 1891.17 ms [2022-04-02 01:00:54 main:574] : INFO : Epoch 2011 | loss: 0.0311722 | val_loss: 0.0311872 | Time: 1866.41 ms [2022-04-02 01:00:56 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.0311869 | Time: 1945.5 ms [2022-04-02 01:00:58 main:574] : INFO : Epoch 2013 | loss: 0.0311723 | val_loss: 0.0311843 | Time: 1865.44 ms [2022-04-02 01:01:00 main:574] : INFO : Epoch 2014 | loss: 0.0311726 | val_loss: 0.0311865 | Time: 1902.78 ms [2022-04-02 01:01:01 main:574] : INFO : Epoch 2015 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 1922.18 ms [2022-04-02 01:01:03 main:574] : INFO : Epoch 2016 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1869.91 ms [2022-04-02 01:01:05 main:574] : INFO : Epoch 2017 | loss: 0.0311712 | val_loss: 0.0311854 | Time: 1870.89 ms [2022-04-02 01:01:07 main:574] : INFO : Epoch 2018 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 1900.02 ms [2022-04-02 01:01:09 main:574] : INFO : Epoch 2019 | loss: 0.0311714 | val_loss: 0.0311854 | Time: 1951.91 ms [2022-04-02 01:01:11 main:574] : INFO : Epoch 2020 | loss: 0.031171 | val_loss: 0.0311843 | Time: 1877.06 ms [2022-04-02 01:01:13 main:574] : INFO : Epoch 2021 | loss: 0.0311724 | val_loss: 0.0311848 | Time: 1872.94 ms [2022-04-02 01:01:15 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311848 | Time: 1892.96 ms [2022-04-02 01:01:17 main:574] : INFO : Epoch 2023 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 1925.87 ms [2022-04-02 01:01:19 main:574] : INFO : Epoch 2024 | loss: 0.0311702 | val_loss: 0.0311854 | Time: 1887.25 ms [2022-04-02 01:01:20 main:574] : INFO : Epoch 2025 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 1870.64 ms [2022-04-02 01:01:22 main:574] : INFO : Epoch 2026 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 2018.36 ms [2022-04-02 01:01:24 main:574] : INFO : Epoch 2027 | loss: 0.0311708 | val_loss: 0.0311856 | Time: 1864.32 ms [2022-04-02 01:01:26 main:574] : INFO : Epoch 2028 | loss: 0.0311688 | val_loss: 0.0311853 | Time: 1896.82 ms [2022-04-02 01:01:28 main:574] : INFO : Epoch 2029 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 1895.43 ms [2022-04-02 01:01:30 main:574] : INFO : Epoch 2030 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 1930.05 ms [2022-04-02 01:01:32 main:574] : INFO : Epoch 2031 | loss: 0.0311692 | val_loss: 0.0311849 | Time: 1899.05 ms [2022-04-02 01:01:34 main:574] : INFO : Epoch 2032 | loss: 0.0311684 | val_loss: 0.0311849 | Time: 1916.56 ms [2022-04-02 01:01:36 main:574] : INFO : Epoch 2033 | loss: 0.0311678 | val_loss: 0.0311839 | Time: 1964.33 ms [2022-04-02 01:01:38 main:574] : INFO : Epoch 2034 | loss: 0.0311683 | val_loss: 0.031187 | Time: 1877.09 ms [2022-04-02 01:01:40 main:574] : INFO : Epoch 2035 | loss: 0.0311705 | val_loss: 0.0311899 | Time: 1872.51 ms [2022-04-02 01:01:42 main:574] : INFO : Epoch 2036 | loss: 0.0311696 | val_loss: 0.0311851 | Time: 1874.78 ms [2022-04-02 01:01:43 main:574] : INFO : Epoch 2037 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 1923.83 ms [2022-04-02 01:01:45 main:574] : INFO : Epoch 2038 | loss: 0.0311662 | val_loss: 0.0311851 | Time: 1888.57 ms [2022-04-02 01:01:47 main:574] : INFO : Epoch 2039 | loss: 0.0311676 | val_loss: 0.0311849 | Time: 1880.16 ms [2022-04-02 01:01:49 main:574] : INFO : Epoch 2040 | loss: 0.0311708 | val_loss: 0.0311846 | Time: 1858.52 ms [2022-04-02 01:01:51 main:574] : INFO : Epoch 2041 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 1961.59 ms [2022-04-02 01:01:53 main:574] : INFO : Epoch 2042 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 1911.22 ms [2022-04-02 01:01:55 main:574] : INFO : Epoch 2043 | loss: 0.031173 | val_loss: 0.0311812 | Time: 1866.33 ms [2022-04-02 01:01:57 main:574] : INFO : Epoch 2044 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1942.39 ms [2022-04-02 01:01:59 main:574] : INFO : Epoch 2045 | loss: 0.0311706 | val_loss: 0.0311821 | Time: 1904.25 ms [2022-04-02 01:02:01 main:574] : INFO : Epoch 2046 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 1886.62 ms [2022-04-02 01:02:02 main:574] : INFO : Epoch 2047 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 1884.21 ms [2022-04-02 01:02:04 main:574] : INFO : Epoch 2048 | loss: 0.0311694 | val_loss: 0.031182 | Time: 1929.54 ms [2022-04-02 01:02:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031182 [2022-04-02 01:02:04 main:603] : INFO : Saving end state to config to file [2022-04-02 01:02:04 main:608] : INFO : Success, exiting.. 01:02:04 (47852): 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)