Task 13858975
| Name | ParityModified-1647048420-10689-1-0_0 |
| Workunit | 10937616 |
| Created | 27 Mar 2022, 19:08:40 UTC |
| Sent | 1 Apr 2022, 13:08:31 UTC |
| Report deadline | 9 Apr 2022, 13:08:31 UTC |
| Received | 2 Apr 2022, 9:10:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 1 hours 5 min 11 sec |
| CPU time | 1 hours 4 min 2 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311858 | val_loss: 0.0311796 | Time: 1858.43 ms
[2022-04-02 02:54:12 main:574] : INFO : Epoch 1543 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 1869.89 ms
[2022-04-02 02:54:14 main:574] : INFO : Epoch 1544 | loss: 0.03118 | val_loss: 0.0311767 | Time: 1925.16 ms
[2022-04-02 02:54:16 main:574] : INFO : Epoch 1545 | loss: 0.0311816 | val_loss: 0.0311905 | Time: 1842.86 ms
[2022-04-02 02:54:18 main:574] : INFO : Epoch 1546 | loss: 0.0311902 | val_loss: 0.0312012 | Time: 1873.44 ms
[2022-04-02 02:54:19 main:574] : INFO : Epoch 1547 | loss: 0.0311768 | val_loss: 0.0311743 | Time: 1935.3 ms
[2022-04-02 02:54:21 main:574] : INFO : Epoch 1548 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1857.36 ms
[2022-04-02 02:54:23 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1939.72 ms
[2022-04-02 02:54:25 main:574] : INFO : Epoch 1550 | loss: 0.0311823 | val_loss: 0.0312106 | Time: 1850.96 ms
[2022-04-02 02:54:27 main:574] : INFO : Epoch 1551 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 1936.05 ms
[2022-04-02 02:54:29 main:574] : INFO : Epoch 1552 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 1859.08 ms
[2022-04-02 02:54:31 main:574] : INFO : Epoch 1553 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 1859.48 ms
[2022-04-02 02:54:33 main:574] : INFO : Epoch 1554 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 1880.89 ms
[2022-04-02 02:54:35 main:574] : INFO : Epoch 1555 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 1930.08 ms
[2022-04-02 02:54:37 main:574] : INFO : Epoch 1556 | loss: 0.0311806 | val_loss: 0.0311716 | Time: 1882.75 ms
[2022-04-02 02:54:38 main:574] : INFO : Epoch 1557 | loss: 0.0312013 | val_loss: 0.0311785 | Time: 1883.32 ms
[2022-04-02 02:54:40 main:574] : INFO : Epoch 1558 | loss: 0.0311766 | val_loss: 0.0311742 | Time: 1936.09 ms
[2022-04-02 02:54:42 main:574] : INFO : Epoch 1559 | loss: 0.0311809 | val_loss: 0.0311726 | Time: 1859.49 ms
[2022-04-02 02:54:44 main:574] : INFO : Epoch 1560 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 1896.64 ms
[2022-04-02 02:54:46 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.031198 | Time: 1856.72 ms
[2022-04-02 02:54:48 main:574] : INFO : Epoch 1562 | loss: 0.0311772 | val_loss: 0.0311967 | Time: 1920.81 ms
[2022-04-02 02:54:50 main:574] : INFO : Epoch 1563 | loss: 0.031181 | val_loss: 0.0311817 | Time: 1891.71 ms
[2022-04-02 02:54:52 main:574] : INFO : Epoch 1564 | loss: 0.0312043 | val_loss: 0.0311807 | Time: 1897.01 ms
[2022-04-02 02:54:54 main:574] : INFO : Epoch 1565 | loss: 0.031188 | val_loss: 0.0312068 | Time: 1865.55 ms
[2022-04-02 02:54:55 main:574] : INFO : Epoch 1566 | loss: 0.031201 | val_loss: 0.0312104 | Time: 1921.79 ms
[2022-04-02 02:54:57 main:574] : INFO : Epoch 1567 | loss: 0.0311904 | val_loss: 0.0311806 | Time: 1876.1 ms
[2022-04-02 02:54:59 main:574] : INFO : Epoch 1568 | loss: 0.0311828 | val_loss: 0.031186 | Time: 1889.49 ms
[2022-04-02 02:55:01 main:574] : INFO : Epoch 1569 | loss: 0.0311888 | val_loss: 0.0311775 | Time: 1943.95 ms
[2022-04-02 02:55:03 main:574] : INFO : Epoch 1570 | loss: 0.0311948 | val_loss: 0.0311829 | Time: 1859.25 ms
[2022-04-02 02:55:05 main:574] : INFO : Epoch 1571 | loss: 0.0311959 | val_loss: 0.0312011 | Time: 1889.06 ms
[2022-04-02 02:55:07 main:574] : INFO : Epoch 1572 | loss: 0.0311916 | val_loss: 0.0311842 | Time: 1868.92 ms
[2022-04-02 02:55:09 main:574] : INFO : Epoch 1573 | loss: 0.0311939 | val_loss: 0.0311826 | Time: 1942.54 ms
[2022-04-02 02:55:11 main:574] : INFO : Epoch 1574 | loss: 0.0311874 | val_loss: 0.0311829 | Time: 1934.92 ms
[2022-04-02 02:55:13 main:574] : INFO : Epoch 1575 | loss: 0.0311817 | val_loss: 0.0311752 | Time: 1978.11 ms
[2022-04-02 02:55:15 main:574] : INFO : Epoch 1576 | loss: 0.0311894 | val_loss: 0.0311792 | Time: 1956.83 ms
[2022-04-02 02:55:17 main:574] : INFO : Epoch 1577 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 1893.26 ms
[2022-04-02 02:55:18 main:574] : INFO : Epoch 1578 | loss: 0.031191 | val_loss: 0.0311929 | Time: 1861.51 ms
[2022-04-02 02:55:20 main:574] : INFO : Epoch 1579 | loss: 0.0311998 | val_loss: 0.031188 | Time: 1858.3 ms
[2022-04-02 02:55:22 main:574] : INFO : Epoch 1580 | loss: 0.0311926 | val_loss: 0.0311901 | Time: 1945.59 ms
[2022-04-02 02:55:24 main:574] : INFO : Epoch 1581 | loss: 0.0311863 | val_loss: 0.031203 | Time: 1892.62 ms
[2022-04-02 02:55:26 main:574] : INFO : Epoch 1582 | loss: 0.0311857 | val_loss: 0.031177 | Time: 1857.91 ms
[2022-04-02 02:55:28 main:574] : INFO : Epoch 1583 | loss: 0.0311822 | val_loss: 0.0311764 | Time: 1872.41 ms
[2022-04-02 02:55:30 main:574] : INFO : Epoch 1584 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 1910.83 ms
[2022-04-02 02:55:32 main:574] : INFO : Epoch 1585 | loss: 0.0311852 | val_loss: 0.0311751 | Time: 1880.09 ms
[2022-04-02 02:55:34 main:574] : INFO : Epoch 1586 | loss: 0.0311893 | val_loss: 0.0312028 | Time: 1867.97 ms
[2022-04-02 02:55:36 main:574] : INFO : Epoch 1587 | loss: 0.0311801 | val_loss: 0.0311749 | Time: 1927.68 ms
[2022-04-02 02:55:37 main:574] : INFO : Epoch 1588 | loss: 0.0311842 | val_loss: 0.031176 | Time: 1847.63 ms
[2022-04-02 02:55:39 main:574] : INFO : Epoch 1589 | loss: 0.0311908 | val_loss: 0.0311842 | Time: 1864.89 ms
[2022-04-02 02:55:41 main:574] : INFO : Epoch 1590 | loss: 0.0311932 | val_loss: 0.0311888 | Time: 1901.48 ms
[2022-04-02 02:55:43 main:574] : INFO : Epoch 1591 | loss: 0.0311864 | val_loss: 0.0311788 | Time: 1952.96 ms
[2022-04-02 02:55:45 main:574] : INFO : Epoch 1592 | loss: 0.0311851 | val_loss: 0.031179 | Time: 1869.09 ms
[2022-04-02 02:55:47 main:574] : INFO : Epoch 1593 | loss: 0.03118 | val_loss: 0.0311755 | Time: 1841.35 ms
[2022-04-02 02:55:49 main:574] : INFO : Epoch 1594 | loss: 0.0311886 | val_loss: 0.0311752 | Time: 1904.44 ms
[2022-04-02 02:55:51 main:574] : INFO : Epoch 1595 | loss: 0.0311897 | val_loss: 0.031176 | Time: 1920.87 ms
[2022-04-02 02:55:53 main:574] : INFO : Epoch 1596 | loss: 0.0311775 | val_loss: 0.0311736 | Time: 1860.12 ms
[2022-04-02 02:55:54 main:574] : INFO : Epoch 1597 | loss: 0.0311828 | val_loss: 0.0311753 | Time: 1883.71 ms
[2022-04-02 02:55:56 main:574] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.031194 | Time: 1929.33 ms
[2022-04-02 02:55:58 main:574] : INFO : Epoch 1599 | loss: 0.0311794 | val_loss: 0.0311739 | Time: 1870.72 ms
[2022-04-02 02:56:00 main:574] : INFO : Epoch 1600 | loss: 0.0311933 | val_loss: 0.0312007 | Time: 1892.93 ms
[2022-04-02 02:56:02 main:574] : INFO : Epoch 1601 | loss: 0.031189 | val_loss: 0.0311986 | Time: 1853.04 ms
[2022-04-02 02:56:04 main:574] : INFO : Epoch 1602 | loss: 0.0311848 | val_loss: 0.0311748 | Time: 1945.92 ms
[2022-04-02 02:56:06 main:574] : INFO : Epoch 1603 | loss: 0.0311853 | val_loss: 0.031173 | Time: 1878.98 ms
[2022-04-02 02:56:08 main:574] : INFO : Epoch 1604 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 1868.94 ms
[2022-04-02 02:56:10 main:574] : INFO : Epoch 1605 | loss: 0.0311815 | val_loss: 0.0311739 | Time: 1888.23 ms
[2022-04-02 02:56:12 main:574] : INFO : Epoch 1606 | loss: 0.031177 | val_loss: 0.0311798 | Time: 1950.93 ms
[2022-04-02 02:56:13 main:574] : INFO : Epoch 1607 | loss: 0.0311815 | val_loss: 0.0311743 | Time: 1931.41 ms
[2022-04-02 02:56:15 main:574] : INFO : Epoch 1608 | loss: 0.0311747 | val_loss: 0.0311901 | Time: 1857.39 ms
[2022-04-02 02:56:17 main:574] : INFO : Epoch 1609 | loss: 0.0311762 | val_loss: 0.0311765 | Time: 1932.44 ms
[2022-04-02 02:56:19 main:574] : INFO : Epoch 1610 | loss: 0.0311806 | val_loss: 0.0311729 | Time: 1889.88 ms
[2022-04-02 02:56:21 main:574] : INFO : Epoch 1611 | loss: 0.0311743 | val_loss: 0.0311721 | Time: 1841.23 ms
[2022-04-02 02:56:23 main:574] : INFO : Epoch 1612 | loss: 0.0311772 | val_loss: 0.0312088 | Time: 1862.99 ms
[2022-04-02 02:56:25 main:574] : INFO : Epoch 1613 | loss: 0.0311984 | val_loss: 0.0311738 | Time: 1948.01 ms
[2022-04-02 02:56:27 main:574] : INFO : Epoch 1614 | loss: 0.0311905 | val_loss: 0.0311807 | Time: 1847.59 ms
[2022-04-02 02:56:29 main:574] : INFO : Epoch 1615 | loss: 0.0311884 | val_loss: 0.0311819 | Time: 1897.91 ms
[2022-04-02 02:56:30 main:574] : INFO : Epoch 1616 | loss: 0.0311751 | val_loss: 0.0311712 | Time: 1878.17 ms
[2022-04-02 02:56:32 main:574] : INFO : Epoch 1617 | loss: 0.0311812 | val_loss: 0.0312051 | Time: 1929.86 ms
[2022-04-02 02:56:34 main:574] : INFO : Epoch 1618 | loss: 0.0311829 | val_loss: 0.0311767 | Time: 1886.56 ms
[2022-04-02 02:56:36 main:574] : INFO : Epoch 1619 | loss: 0.0311836 | val_loss: 0.0311728 | Time: 1881.17 ms
[2022-04-02 02:56:38 main:574] : INFO : Epoch 1620 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 1922.24 ms
[2022-04-02 02:56:40 main:574] : INFO : Epoch 1621 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 1884.27 ms
[2022-04-02 02:56:42 main:574] : INFO : Epoch 1622 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 1889.95 ms
[2022-04-02 02:56:44 main:574] : INFO : Epoch 1623 | loss: 0.0311807 | val_loss: 0.0311728 | Time: 1895.04 ms
[2022-04-02 02:56:46 main:574] : INFO : Epoch 1624 | loss: 0.0311847 | val_loss: 0.0312085 | Time: 1939.38 ms
[2022-04-02 02:56:48 main:574] : INFO : Epoch 1625 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1857.76 ms
[2022-04-02 02:56:49 main:574] : INFO : Epoch 1626 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 1894.5 ms
[2022-04-02 02:56:51 main:574] : INFO : Epoch 1627 | loss: 0.0311821 | val_loss: 0.031183 | Time: 1881.79 ms
[2022-04-02 02:56:53 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311731 | Time: 1953.73 ms
[2022-04-02 02:56:55 main:574] : INFO : Epoch 1629 | loss: 0.0311835 | val_loss: 0.0312207 | Time: 1860.47 ms
[2022-04-02 02:56:57 main:574] : INFO : Epoch 1630 | loss: 0.0311804 | val_loss: 0.0311725 | Time: 1866.55 ms
[2022-04-02 02:56:59 main:574] : INFO : Epoch 1631 | loss: 0.0311801 | val_loss: 0.0311771 | Time: 1915.84 ms
[2022-04-02 02:57:01 main:574] : INFO : Epoch 1632 | loss: 0.0311758 | val_loss: 0.0311726 | Time: 1875.3 ms
[2022-04-02 02:57:03 main:574] : INFO : Epoch 1633 | loss: 0.0311853 | val_loss: 0.0311715 | Time: 1861.66 ms
[2022-04-02 02:57:05 main:574] : INFO : Epoch 1634 | loss: 0.0311825 | val_loss: 0.0311775 | Time: 1848.82 ms
[2022-04-02 02:57:07 main:574] : INFO : Epoch 1635 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 1917.7 ms
[2022-04-02 02:57:08 main:574] : INFO : Epoch 1636 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 1856.36 ms
[2022-04-02 02:57:10 main:574] : INFO : Epoch 1637 | loss: 0.0311821 | val_loss: 0.0311747 | Time: 1884.67 ms
[2022-04-02 02:57:12 main:574] : INFO : Epoch 1638 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 1871.31 ms
[2022-04-02 02:57:14 main:574] : INFO : Epoch 1639 | loss: 0.0311777 | val_loss: 0.0311723 | Time: 1953.82 ms
[2022-04-02 02:57:16 main:574] : INFO : Epoch 1640 | loss: 0.0311761 | val_loss: 0.0311936 | Time: 1846.16 ms
[2022-04-02 02:57:18 main:574] : INFO : Epoch 1641 | loss: 0.0311791 | val_loss: 0.0311709 | Time: 1882.67 ms
[2022-04-02 02:57:20 main:574] : INFO : Epoch 1642 | loss: 0.0311769 | val_loss: 0.0311707 | Time: 1925.73 ms
[2022-04-02 02:57:22 main:574] : INFO : Epoch 1643 | loss: 0.0311754 | val_loss: 0.0311708 | Time: 1856.65 ms
[2022-04-02 02:57:24 main:574] : INFO : Epoch 1644 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 1891.42 ms
[2022-04-02 02:57:25 main:574] : INFO : Epoch 1645 | loss: 0.0311693 | val_loss: 0.0311704 | Time: 1898.8 ms
[2022-04-02 02:57:27 main:574] : INFO : Epoch 1646 | loss: 0.0311727 | val_loss: 0.0311719 | Time: 1923.74 ms
[2022-04-02 02:57:29 main:574] : INFO : Epoch 1647 | loss: 0.0311797 | val_loss: 0.031173 | Time: 1856.11 ms
[2022-04-02 02:57:31 main:574] : INFO : Epoch 1648 | loss: 0.0311821 | val_loss: 0.0312244 | Time: 1885.28 ms
[2022-04-02 02:57:33 main:574] : INFO : Epoch 1649 | loss: 0.0312252 | val_loss: 0.0312187 | Time: 1845.61 ms
[2022-04-02 02:57:35 main:574] : INFO : Epoch 1650 | loss: 0.0312191 | val_loss: 0.0312163 | Time: 1943.59 ms
[2022-04-02 02:57:37 main:574] : INFO : Epoch 1651 | loss: 0.0312126 | val_loss: 0.0312092 | Time: 1858.93 ms
[2022-04-02 02:57:39 main:574] : INFO : Epoch 1652 | loss: 0.0312085 | val_loss: 0.0312012 | Time: 1876.89 ms
[2022-04-02 02:57:41 main:574] : INFO : Epoch 1653 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 1931.62 ms
[2022-04-02 02:57:42 main:574] : INFO : Epoch 1654 | loss: 0.031206 | val_loss: 0.0311983 | Time: 1877.79 ms
[2022-04-02 02:57:44 main:574] : INFO : Epoch 1655 | loss: 0.031203 | val_loss: 0.0311958 | Time: 1873.02 ms
[2022-04-02 02:57:46 main:574] : INFO : Epoch 1656 | loss: 0.0312038 | val_loss: 0.0311957 | Time: 1885.09 ms
[2022-04-02 02:57:48 main:574] : INFO : Epoch 1657 | loss: 0.0312025 | val_loss: 0.0311967 | Time: 1924.79 ms
[2022-04-02 02:57:50 main:574] : INFO : Epoch 1658 | loss: 0.0312065 | val_loss: 0.0311944 | Time: 1859.79 ms
[2022-04-02 02:57:52 main:574] : INFO : Epoch 1659 | loss: 0.0312042 | val_loss: 0.031202 | Time: 1869.76 ms
[2022-04-02 02:57:54 main:574] : INFO : Epoch 1660 | loss: 0.0312014 | val_loss: 0.0311997 | Time: 1869.57 ms
[2022-04-02 02:57:56 main:574] : INFO : Epoch 1661 | loss: 0.0311999 | val_loss: 0.0311933 | Time: 1915.34 ms
[2022-04-02 02:57:58 main:574] : INFO : Epoch 1662 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 1885.35 ms
[2022-04-02 02:57:59 main:574] : INFO : Epoch 1663 | loss: 0.0312135 | val_loss: 0.0311955 | Time: 1877.82 ms
[2022-04-02 02:58:01 main:574] : INFO : Epoch 1664 | loss: 0.0312101 | val_loss: 0.0311955 | Time: 1921.62 ms
[2022-04-02 02:58:03 main:574] : INFO : Epoch 1665 | loss: 0.0312017 | val_loss: 0.031196 | Time: 1861.14 ms
[2022-04-02 02:58:05 main:574] : INFO : Epoch 1666 | loss: 0.0311966 | val_loss: 0.031193 | Time: 1856.53 ms
[2022-04-02 02:58:07 main:574] : INFO : Epoch 1667 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 1831.8 ms
[2022-04-02 02:58:09 main:574] : INFO : Epoch 1668 | loss: 0.0311966 | val_loss: 0.0311917 | Time: 1945.72 ms
[2022-04-02 02:58:11 main:574] : INFO : Epoch 1669 | loss: 0.0312025 | val_loss: 0.0311974 | Time: 1872.08 ms
[2022-04-02 02:58:13 main:574] : INFO : Epoch 1670 | loss: 0.0311969 | val_loss: 0.031197 | Time: 1887.29 ms
[2022-04-02 02:58:15 main:574] : INFO : Epoch 1671 | loss: 0.031197 | val_loss: 0.0311943 | Time: 1876.77 ms
[2022-04-02 02:58:16 main:574] : INFO : Epoch 1672 | loss: 0.031196 | val_loss: 0.0311974 | Time: 1935.4 ms
[2022-04-02 02:58:18 main:574] : INFO : Epoch 1673 | loss: 0.031204 | val_loss: 0.0311964 | Time: 1860.35 ms
[2022-04-02 02:58:20 main:574] : INFO : Epoch 1674 | loss: 0.0312025 | val_loss: 0.0311991 | Time: 1891.32 ms
[2022-04-02 02:58:22 main:574] : INFO : Epoch 1675 | loss: 0.0311955 | val_loss: 0.0311913 | Time: 1924.25 ms
[2022-04-02 02:58:24 main:574] : INFO : Epoch 1676 | loss: 0.0312041 | val_loss: 0.031196 | Time: 1863.61 ms
[2022-04-02 02:58:26 main:574] : INFO : Epoch 1677 | loss: 0.031207 | val_loss: 0.031198 | Time: 1863.93 ms
[2022-04-02 02:58:28 main:574] : INFO : Epoch 1678 | loss: 0.0311986 | val_loss: 0.0311923 | Time: 1877.43 ms
[2022-04-02 02:58:30 main:574] : INFO : Epoch 1679 | loss: 0.0311942 | val_loss: 0.0312242 | Time: 1977.78 ms
[2022-04-02 02:58:32 main:574] : INFO : Epoch 1680 | loss: 0.0311989 | val_loss: 0.0311956 | Time: 1856.7 ms
[2022-04-02 02:58:34 main:574] : INFO : Epoch 1681 | loss: 0.0311921 | val_loss: 0.031192 | Time: 1910.8 ms
[2022-04-02 02:58:35 main:574] : INFO : Epoch 1682 | loss: 0.0311973 | val_loss: 0.0311954 | Time: 1865.26 ms
[2022-04-02 02:58:37 main:574] : INFO : Epoch 1683 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 1918.78 ms
[2022-04-02 02:58:39 main:574] : INFO : Epoch 1684 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 1929.36 ms
[2022-04-02 02:58:41 main:574] : INFO : Epoch 1685 | loss: 0.0311929 | val_loss: 0.0312041 | Time: 1851.53 ms
[2022-04-02 02:58:43 main:574] : INFO : Epoch 1686 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 1937.41 ms
[2022-04-02 02:58:45 main:574] : INFO : Epoch 1687 | loss: 0.0311912 | val_loss: 0.031191 | Time: 1888.66 ms
[2022-04-02 02:58:47 main:574] : INFO : Epoch 1688 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 1865.67 ms
[2022-04-02 02:58:49 main:574] : INFO : Epoch 1689 | loss: 0.0311945 | val_loss: 0.0312101 | Time: 1895.14 ms
[2022-04-02 02:58:51 main:574] : INFO : Epoch 1690 | loss: 0.031199 | val_loss: 0.0312088 | Time: 1926.38 ms
[2022-04-02 02:58:53 main:574] : INFO : Epoch 1691 | loss: 0.0311958 | val_loss: 0.0311912 | Time: 1869.26 ms
[2022-04-02 02:58:54 main:574] : INFO : Epoch 1692 | loss: 0.0311906 | val_loss: 0.0311935 | Time: 1891.9 ms
[2022-04-02 02:58:56 main:574] : INFO : Epoch 1693 | loss: 0.0311943 | val_loss: 0.0311907 | Time: 1917.22 ms
[2022-04-02 02:58:58 main:574] : INFO : Epoch 1694 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 1921.37 ms
[2022-04-02 02:59:00 main:574] : INFO : Epoch 1695 | loss: 0.0312001 | val_loss: 0.0311944 | Time: 1934.85 ms
[2022-04-02 02:59:02 main:574] : INFO : Epoch 1696 | loss: 0.0311914 | val_loss: 0.0311931 | Time: 1840.8 ms
[2022-04-02 02:59:04 main:574] : INFO : Epoch 1697 | loss: 0.0311978 | val_loss: 0.031192 | Time: 1966.52 ms
[2022-04-02 02:59:06 main:574] : INFO : Epoch 1698 | loss: 0.0312026 | val_loss: 0.0311946 | Time: 1859.3 ms
[2022-04-02 02:59:08 main:574] : INFO : Epoch 1699 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 1861.65 ms
[2022-04-02 02:59:10 main:574] : INFO : Epoch 1700 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 1953.25 ms
[2022-04-02 02:59:12 main:574] : INFO : Epoch 1701 | loss: 0.0311942 | val_loss: 0.0311928 | Time: 1932.87 ms
[2022-04-02 02:59:14 main:574] : INFO : Epoch 1702 | loss: 0.0311918 | val_loss: 0.0311901 | Time: 1900.3 ms
[2022-04-02 02:59:15 main:574] : INFO : Epoch 1703 | loss: 0.031193 | val_loss: 0.0311902 | Time: 1858.81 ms
[2022-04-02 02:59:17 main:574] : INFO : Epoch 1704 | loss: 0.0312023 | val_loss: 0.0311991 | Time: 1932.58 ms
[2022-04-02 02:59:19 main:574] : INFO : Epoch 1705 | loss: 0.0311978 | val_loss: 0.0311961 | Time: 1884.53 ms
[2022-04-02 02:59:21 main:574] : INFO : Epoch 1706 | loss: 0.0311901 | val_loss: 0.03119 | Time: 1843.83 ms
[2022-04-02 02:59:23 main:574] : INFO : Epoch 1707 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 1856.66 ms
[2022-04-02 02:59:25 main:574] : INFO : Epoch 1708 | loss: 0.0311905 | val_loss: 0.0311925 | Time: 1946.6 ms
[2022-04-02 02:59:27 main:574] : INFO : Epoch 1709 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 1898.51 ms
[2022-04-02 02:59:29 main:574] : INFO : Epoch 1710 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 1860.15 ms
[2022-04-02 02:59:31 main:574] : INFO : Epoch 1711 | loss: 0.0311897 | val_loss: 0.031209 | Time: 1889.6 ms
[2022-04-02 02:59:32 main:574] : INFO : Epoch 1712 | loss: 0.0312018 | val_loss: 0.0312048 | Time: 1902.31 ms
[2022-04-02 02:59:34 main:574] : INFO : Epoch 1713 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 1897.42 ms
[2022-04-02 02:59:36 main:574] : INFO : Epoch 1714 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 1861.47 ms
[2022-04-02 02:59:38 main:574] : INFO : Epoch 1715 | loss: 0.03119 | val_loss: 0.0311888 | Time: 1927.14 ms
[2022-04-02 02:59:40 main:574] : INFO : Epoch 1716 | loss: 0.0311912 | val_loss: 0.0311916 | Time: 1898.77 ms
[2022-04-02 02:59:42 main:574] : INFO : Epoch 1717 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 1849.94 ms
[2022-04-02 02:59:44 main:574] : INFO : Epoch 1718 | loss: 0.031189 | val_loss: 0.0311909 | Time: 1878.82 ms
[2022-04-02 02:59:46 main:574] : INFO : Epoch 1719 | loss: 0.0311864 | val_loss: 0.0312024 | Time: 1908.5 ms
[2022-04-02 02:59:48 main:574] : INFO : Epoch 1720 | loss: 0.0311916 | val_loss: 0.0312041 | Time: 1887.72 ms
[2022-04-02 02:59:50 main:574] : INFO : Epoch 1721 | loss: 0.0311908 | val_loss: 0.0311995 | Time: 1880.22 ms
[2022-04-02 02:59:51 main:574] : INFO : Epoch 1722 | loss: 0.0311944 | val_loss: 0.0311999 | Time: 1905.54 ms
[2022-04-02 02:59:53 main:574] : INFO : Epoch 1723 | loss: 0.0311885 | val_loss: 0.031197 | Time: 1953.16 ms
[2022-04-02 02:59:55 main:574] : INFO : Epoch 1724 | loss: 0.0311931 | val_loss: 0.031194 | Time: 1876.53 ms
[2022-04-02 02:59:57 main:574] : INFO : Epoch 1725 | loss: 0.0311972 | val_loss: 0.0311928 | Time: 1842.09 ms
[2022-04-02 02:59:59 main:574] : INFO : Epoch 1726 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 1949.3 ms
[2022-04-02 03:00:01 main:574] : INFO : Epoch 1727 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 1861.48 ms
[2022-04-02 03:00:03 main:574] : INFO : Epoch 1728 | loss: 0.0311885 | val_loss: 0.031197 | Time: 1873.42 ms
[2022-04-02 03:00:05 main:574] : INFO : Epoch 1729 | loss: 0.0311885 | val_loss: 0.0311915 | Time: 1869.32 ms
[2022-04-02 03:00:07 main:574] : INFO : Epoch 1730 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 1956.03 ms
[2022-04-02 03:00:09 main:574] : INFO : Epoch 1731 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 1898.25 ms
[2022-04-02 03:00:10 main:574] : INFO : Epoch 1732 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 1872.39 ms
[2022-04-02 03:00:12 main:574] : INFO : Epoch 1733 | loss: 0.0311881 | val_loss: 0.0311896 | Time: 1873.27 ms
[2022-04-02 03:00:14 main:574] : INFO : Epoch 1734 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 1949.01 ms
[2022-04-02 03:00:16 main:574] : INFO : Epoch 1735 | loss: 0.031187 | val_loss: 0.0311906 | Time: 1882.97 ms
[2022-04-02 03:00:18 main:574] : INFO : Epoch 1736 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 1895.93 ms
[2022-04-02 03:00:20 main:574] : INFO : Epoch 1737 | loss: 0.0312014 | val_loss: 0.0311972 | Time: 1976.95 ms
[2022-04-02 03:00:22 main:574] : INFO : Epoch 1738 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1849.59 ms
[2022-04-02 03:00:24 main:574] : INFO : Epoch 1739 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 1857.8 ms
[2022-04-02 03:00:26 main:574] : INFO : Epoch 1740 | loss: 0.0311972 | val_loss: 0.031192 | Time: 1872.97 ms
[2022-04-02 03:00:28 main:574] : INFO : Epoch 1741 | loss: 0.0311949 | val_loss: 0.031191 | Time: 1932.18 ms
[2022-04-02 03:00:29 main:574] : INFO : Epoch 1742 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 1885.98 ms
[2022-04-02 03:00:31 main:574] : INFO : Epoch 1743 | loss: 0.0311931 | val_loss: 0.0311914 | Time: 1871.22 ms
[2022-04-02 03:00:33 main:574] : INFO : Epoch 1744 | loss: 0.0311938 | val_loss: 0.0311961 | Time: 1863.46 ms
[2022-04-02 03:00:35 main:574] : INFO : Epoch 1745 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 1936.78 ms
[2022-04-02 03:00:37 main:574] : INFO : Epoch 1746 | loss: 0.0311913 | val_loss: 0.0311926 | Time: 1847.66 ms
[2022-04-02 03:00:39 main:574] : INFO : Epoch 1747 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 1909.66 ms
[2022-04-02 03:00:41 main:574] : INFO : Epoch 1748 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 1961.44 ms
[2022-04-02 03:00:43 main:574] : INFO : Epoch 1749 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 1868.49 ms
[2022-04-02 03:00:45 main:574] : INFO : Epoch 1750 | loss: 0.0311937 | val_loss: 0.031194 | Time: 1883.66 ms
[2022-04-02 03:00:47 main:574] : INFO : Epoch 1751 | loss: 0.031201 | val_loss: 0.0311981 | Time: 1870.91 ms
[2022-04-02 03:00:48 main:574] : INFO : Epoch 1752 | loss: 0.0311933 | val_loss: 0.0311894 | Time: 1916.31 ms
[2022-04-02 03:00:50 main:574] : INFO : Epoch 1753 | loss: 0.0311884 | val_loss: 0.0311932 | Time: 1945.44 ms
[2022-04-02 03:00:52 main:574] : INFO : Epoch 1754 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1871.23 ms
[2022-04-02 03:00:54 main:574] : INFO : Epoch 1755 | loss: 0.0311886 | val_loss: 0.0311871 | Time: 1881.34 ms
[2022-04-02 03:00:56 main:574] : INFO : Epoch 1756 | loss: 0.0311915 | val_loss: 0.0312205 | Time: 1914.01 ms
[2022-04-02 03:00:58 main:574] : INFO : Epoch 1757 | loss: 0.0312027 | val_loss: 0.031206 | Time: 1867.61 ms
[2022-04-02 03:01:00 main:574] : INFO : Epoch 1758 | loss: 0.0311944 | val_loss: 0.0311888 | Time: 1875.18 ms
[2022-04-02 03:01:02 main:574] : INFO : Epoch 1759 | loss: 0.0311883 | val_loss: 0.0311896 | Time: 1966.45 ms
[2022-04-02 03:01:04 main:574] : INFO : Epoch 1760 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 1851.18 ms
[2022-04-02 03:01:06 main:574] : INFO : Epoch 1761 | loss: 0.0311857 | val_loss: 0.0311939 | Time: 1885.97 ms
[2022-04-02 03:01:07 main:574] : INFO : Epoch 1762 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 1861.21 ms
[2022-04-02 03:01:09 main:574] : INFO : Epoch 1763 | loss: 0.0311856 | val_loss: 0.0311959 | Time: 1954.92 ms
[2022-04-02 03:01:11 main:574] : INFO : Epoch 1764 | loss: 0.0311924 | val_loss: 0.0311982 | Time: 1868.86 ms
[2022-04-02 03:01:13 main:574] : INFO : Epoch 1765 | loss: 0.0311871 | val_loss: 0.031188 | Time: 1857.95 ms
[2022-04-02 03:01:15 main:574] : INFO : Epoch 1766 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 1892.02 ms
[2022-04-02 03:01:17 main:574] : INFO : Epoch 1767 | loss: 0.0311894 | val_loss: 0.0312068 | Time: 1910.15 ms
[2022-04-02 03:01:19 main:574] : INFO : Epoch 1768 | loss: 0.0311899 | val_loss: 0.0311882 | Time: 1882.82 ms
[2022-04-02 03:01:21 main:574] : INFO : Epoch 1769 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 1873.11 ms
[2022-04-02 03:01:23 main:574] : INFO : Epoch 1770 | loss: 0.031184 | val_loss: 0.0311867 | Time: 1918.61 ms
[2022-04-02 03:01:24 main:574] : INFO : Epoch 1771 | loss: 0.0311931 | val_loss: 0.0311888 | Time: 1878.7 ms
[2022-04-02 03:01:26 main:574] : INFO : Epoch 1772 | loss: 0.0311919 | val_loss: 0.0311975 | Time: 1892.28 ms
[2022-04-02 03:01:28 main:574] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.0311865 | Time: 1855.17 ms
[2022-04-02 03:01:30 main:574] : INFO : Epoch 1774 | loss: 0.031184 | val_loss: 0.0311867 | Time: 1935.43 ms
[2022-04-02 03:01:32 main:574] : INFO : Epoch 1775 | loss: 0.0311833 | val_loss: 0.0311902 | Time: 1849.76 ms
[2022-04-02 03:01:34 main:574] : INFO : Epoch 1776 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 1882.01 ms
[2022-04-02 03:01:36 main:574] : INFO : Epoch 1777 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 1864.71 ms
[2022-04-02 03:01:38 main:574] : INFO : Epoch 1778 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 1944.09 ms
[2022-04-02 03:01:40 main:574] : INFO : Epoch 1779 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1867.16 ms
[2022-04-02 03:01:41 main:574] : INFO : Epoch 1780 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 1839.23 ms
[2022-04-02 03:01:43 main:574] : INFO : Epoch 1781 | loss: 0.0311851 | val_loss: 0.0311883 | Time: 1942.39 ms
[2022-04-02 03:01:45 main:574] : INFO : Epoch 1782 | loss: 0.0311846 | val_loss: 0.0311946 | Time: 1892.17 ms
[2022-04-02 03:01:47 main:574] : INFO : Epoch 1783 | loss: 0.0311943 | val_loss: 0.0312004 | Time: 1849.43 ms
[2022-04-02 03:01:49 main:574] : INFO : Epoch 1784 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 1866.82 ms
[2022-04-02 03:01:51 main:574] : INFO : Epoch 1785 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 1925.48 ms
[2022-04-02 03:01:53 main:574] : INFO : Epoch 1786 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 1856.94 ms
[2022-04-02 03:01:55 main:574] : INFO : Epoch 1787 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 1896.28 ms
[2022-04-02 03:01:57 main:574] : INFO : Epoch 1788 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 1862.04 ms
[2022-04-02 03:01:58 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311848 | Time: 1928.63 ms
[2022-04-02 03:02:00 main:574] : INFO : Epoch 1790 | loss: 0.0311807 | val_loss: 0.031187 | Time: 1887.97 ms
[2022-04-02 03:02:02 main:574] : INFO : Epoch 1791 | loss: 0.0311836 | val_loss: 0.0311861 | Time: 1844.68 ms
[2022-04-02 03:02:04 main:574] : INFO : Epoch 1792 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 1923.94 ms
[2022-04-02 03:02:06 main:574] : INFO : Epoch 1793 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 1849.91 ms
[2022-04-02 03:02:08 main:574] : INFO : Epoch 1794 | loss: 0.0311821 | val_loss: 0.0311961 | Time: 1865.31 ms
[2022-04-02 03:02:10 main:574] : INFO : Epoch 1795 | loss: 0.031186 | val_loss: 0.0311917 | Time: 1868.68 ms
[2022-04-02 03:02:12 main:574] : INFO : Epoch 1796 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1964.41 ms
[2022-04-02 03:02:14 main:574] : INFO : Epoch 1797 | loss: 0.0311812 | val_loss: 0.0311884 | Time: 1863.23 ms
[2022-04-02 03:02:16 main:574] : INFO : Epoch 1798 | loss: 0.0311823 | val_loss: 0.0311858 | Time: 1901.7 ms
[2022-04-02 03:02:17 main:574] : INFO : Epoch 1799 | loss: 0.0311825 | val_loss: 0.0311905 | Time: 1846.56 ms
[2022-04-02 03:02:19 main:574] : INFO : Epoch 1800 | loss: 0.031182 | val_loss: 0.0311911 | Time: 1925.61 ms
[2022-04-02 03:02:21 main:574] : INFO : Epoch 1801 | loss: 0.0311803 | val_loss: 0.0311906 | Time: 1876.73 ms
[2022-04-02 03:02:23 main:574] : INFO : Epoch 1802 | loss: 0.0311802 | val_loss: 0.031186 | Time: 1834.01 ms
[2022-04-02 03:02:25 main:574] : INFO : Epoch 1803 | loss: 0.0311791 | val_loss: 0.0311895 | Time: 1983.52 ms
[2022-04-02 03:02:27 main:574] : INFO : Epoch 1804 | loss: 0.0311822 | val_loss: 0.0311856 | Time: 1884.06 ms
[2022-04-02 03:02:29 main:574] : INFO : Epoch 1805 | loss: 0.0311808 | val_loss: 0.031185 | Time: 1865.67 ms
[2022-04-02 03:02:31 main:574] : INFO : Epoch 1806 | loss: 0.0311827 | val_loss: 0.0311962 | Time: 1882.12 ms
[2022-04-02 03:02:33 main:574] : INFO : Epoch 1807 | loss: 0.0311828 | val_loss: 0.0311918 | Time: 1937.99 ms
[2022-04-02 03:02:34 main:574] : INFO : Epoch 1808 | loss: 0.0311826 | val_loss: 0.0311962 | Time: 1866.57 ms
[2022-04-02 03:02:36 main:574] : INFO : Epoch 1809 | loss: 0.0311816 | val_loss: 0.031187 | Time: 1865.87 ms
[2022-04-02 03:02:38 main:574] : INFO : Epoch 1810 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 1853.67 ms
[2022-04-02 03:02:40 main:574] : INFO : Epoch 1811 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 1953.1 ms
[2022-04-02 03:02:42 main:574] : INFO : Epoch 1812 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 1855.21 ms
[2022-04-02 03:02:44 main:574] : INFO : Epoch 1813 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 1870.77 ms
[2022-04-02 03:02:46 main:574] : INFO : Epoch 1814 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 1917.81 ms
[2022-04-02 03:02:48 main:574] : INFO : Epoch 1815 | loss: 0.03118 | val_loss: 0.0311925 | Time: 1877.39 ms
[2022-04-02 03:02:50 main:574] : INFO : Epoch 1816 | loss: 0.0311818 | val_loss: 0.0311881 | Time: 1863.41 ms
[2022-04-02 03:02:51 main:574] : INFO : Epoch 1817 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 1848.4 ms
[2022-04-02 03:02:53 main:574] : INFO : Epoch 1818 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1916.24 ms
[2022-04-02 03:02:55 main:574] : INFO : Epoch 1819 | loss: 0.0311829 | val_loss: 0.0311892 | Time: 1923.45 ms
[2022-04-02 03:02:57 main:574] : INFO : Epoch 1820 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1885.35 ms
[2022-04-02 03:02:59 main:574] : INFO : Epoch 1821 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 1872.04 ms
[2022-04-02 03:03:01 main:574] : INFO : Epoch 1822 | loss: 0.0311776 | val_loss: 0.0311897 | Time: 1983.33 ms
[2022-04-02 03:03:03 main:574] : INFO : Epoch 1823 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 1863.45 ms
[2022-04-02 03:03:05 main:574] : INFO : Epoch 1824 | loss: 0.0311786 | val_loss: 0.0311908 | Time: 1902.65 ms
[2022-04-02 03:03:07 main:574] : INFO : Epoch 1825 | loss: 0.0311856 | val_loss: 0.0311994 | Time: 1958.06 ms
[2022-04-02 03:03:09 main:574] : INFO : Epoch 1826 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1896.57 ms
[2022-04-02 03:03:11 main:574] : INFO : Epoch 1827 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 1898.13 ms
[2022-04-02 03:03:12 main:574] : INFO : Epoch 1828 | loss: 0.0311801 | val_loss: 0.031211 | Time: 1902.81 ms
[2022-04-02 03:03:14 main:574] : INFO : Epoch 1829 | loss: 0.0311812 | val_loss: 0.0311883 | Time: 1966.87 ms
[2022-04-02 03:03:16 main:574] : INFO : Epoch 1830 | loss: 0.0311804 | val_loss: 0.0311915 | Time: 1883.51 ms
[2022-04-02 03:03:18 main:574] : INFO : Epoch 1831 | loss: 0.0311845 | val_loss: 0.0311978 | Time: 1878.87 ms
[2022-04-02 03:03:20 main:574] : INFO : Epoch 1832 | loss: 0.0311828 | val_loss: 0.031186 | Time: 1921.57 ms
[2022-04-02 03:03:22 main:574] : INFO : Epoch 1833 | loss: 0.0311784 | val_loss: 0.0311881 | Time: 1891.56 ms
[2022-04-02 03:03:24 main:574] : INFO : Epoch 1834 | loss: 0.0311758 | val_loss: 0.0311849 | Time: 1861.28 ms
[2022-04-02 03:03:26 main:574] : INFO : Epoch 1835 | loss: 0.031177 | val_loss: 0.0311873 | Time: 1898.84 ms
[2022-04-02 03:03:28 main:574] : INFO : Epoch 1836 | loss: 0.0311799 | val_loss: 0.0311873 | Time: 1934.1 ms
[2022-04-02 03:03:30 main:574] : INFO : Epoch 1837 | loss: 0.0311778 | val_loss: 0.0311936 | Time: 1897.49 ms
[2022-04-02 03:03:31 main:574] : INFO : Epoch 1838 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 1874.51 ms
[2022-04-02 03:03:33 main:574] : INFO : Epoch 1839 | loss: 0.0311764 | val_loss: 0.0311928 | Time: 1937.62 ms
[2022-04-02 03:03:35 main:574] : INFO : Epoch 1840 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 1983.29 ms
[2022-04-02 03:03:37 main:574] : INFO : Epoch 1841 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 1903.54 ms
[2022-04-02 03:03:39 main:574] : INFO : Epoch 1842 | loss: 0.0311798 | val_loss: 0.0311912 | Time: 1875.64 ms
[2022-04-02 03:03:41 main:574] : INFO : Epoch 1843 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 1978.53 ms
[2022-04-02 03:03:43 main:574] : INFO : Epoch 1844 | loss: 0.0311807 | val_loss: 0.0311913 | Time: 1864.6 ms
[2022-04-02 03:03:45 main:574] : INFO : Epoch 1845 | loss: 0.0311791 | val_loss: 0.0311964 | Time: 1891.71 ms
[2022-04-02 03:03:47 main:574] : INFO : Epoch 1846 | loss: 0.0311803 | val_loss: 0.031185 | Time: 1866.13 ms
[2022-04-02 03:03:49 main:574] : INFO : Epoch 1847 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 1946.17 ms
[2022-04-02 03:03:51 main:574] : INFO : Epoch 1848 | loss: 0.031176 | val_loss: 0.0311849 | Time: 1895.83 ms
[2022-04-02 03:03:53 main:574] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.03119 | Time: 1870.78 ms
[2022-04-02 03:03:54 main:574] : INFO : Epoch 1850 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 1870.22 ms
[2022-04-02 03:03:56 main:574] : INFO : Epoch 1851 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 1937.74 ms
[2022-04-02 03:03:58 main:574] : INFO : Epoch 1852 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1860.73 ms
[2022-04-02 03:04:00 main:574] : INFO : Epoch 1853 | loss: 0.0311773 | val_loss: 0.0311859 | Time: 1878.84 ms
[2022-04-02 03:04:02 main:574] : INFO : Epoch 1854 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 1920.48 ms
[2022-04-02 03:04:04 main:574] : INFO : Epoch 1855 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 1861.09 ms
[2022-04-02 03:04:06 main:574] : INFO : Epoch 1856 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 1915.76 ms
[2022-04-02 03:04:08 main:574] : INFO : Epoch 1857 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 1872.25 ms
[2022-04-02 03:04:10 main:574] : INFO : Epoch 1858 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 1938.93 ms
[2022-04-02 03:04:12 main:574] : INFO : Epoch 1859 | loss: 0.0311921 | val_loss: 0.0311899 | Time: 1886.6 ms
[2022-04-02 03:04:13 main:574] : INFO : Epoch 1860 | loss: 0.0311919 | val_loss: 0.0311885 | Time: 1869.35 ms
[2022-04-02 03:04:15 main:574] : INFO : Epoch 1861 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 1905.78 ms
[2022-04-02 03:04:17 main:574] : INFO : Epoch 1862 | loss: 0.0311865 | val_loss: 0.0311852 | Time: 1935.44 ms
[2022-04-02 03:04:19 main:574] : INFO : Epoch 1863 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 1896.07 ms
[2022-04-02 03:04:21 main:574] : INFO : Epoch 1864 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1889.51 ms
[2022-04-02 03:04:23 main:574] : INFO : Epoch 1865 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 1964.24 ms
[2022-04-02 03:04:25 main:574] : INFO : Epoch 1866 | loss: 0.031184 | val_loss: 0.0311873 | Time: 1901.51 ms
[2022-04-02 03:04:27 main:574] : INFO : Epoch 1867 | loss: 0.0311857 | val_loss: 0.0311846 | Time: 1897.76 ms
[2022-04-02 03:04:29 main:574] : INFO : Epoch 1868 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 1901.6 ms
[2022-04-02 03:04:31 main:574] : INFO : Epoch 1869 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 1946.37 ms
[2022-04-02 03:04:33 main:574] : INFO : Epoch 1870 | loss: 0.0311823 | val_loss: 0.031204 | Time: 1899.93 ms
[2022-04-02 03:04:34 main:574] : INFO : Epoch 1871 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 1888.9 ms
[2022-04-02 03:04:36 main:574] : INFO : Epoch 1872 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1888.1 ms
[2022-04-02 03:04:38 main:574] : INFO : Epoch 1873 | loss: 0.0311812 | val_loss: 0.0312037 | Time: 1916.92 ms
[2022-04-02 03:04:40 main:574] : INFO : Epoch 1874 | loss: 0.0311864 | val_loss: 0.0311881 | Time: 1897.39 ms
[2022-04-02 03:04:42 main:574] : INFO : Epoch 1875 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1861.46 ms
[2022-04-02 03:04:44 main:574] : INFO : Epoch 1876 | loss: 0.0311825 | val_loss: 0.0311842 | Time: 1957.34 ms
[2022-04-02 03:04:46 main:574] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 1883.2 ms
[2022-04-02 03:04:48 main:574] : INFO : Epoch 1878 | loss: 0.0311836 | val_loss: 0.031189 | Time: 1867.34 ms
[2022-04-02 03:04:50 main:574] : INFO : Epoch 1879 | loss: 0.0311836 | val_loss: 0.0311926 | Time: 1873.65 ms
[2022-04-02 03:04:52 main:574] : INFO : Epoch 1880 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 1948.08 ms
[2022-04-02 03:04:54 main:574] : INFO : Epoch 1881 | loss: 0.0311859 | val_loss: 0.0311865 | Time: 1880.66 ms
[2022-04-02 03:04:55 main:574] : INFO : Epoch 1882 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 1891.38 ms
[2022-04-02 03:04:57 main:574] : INFO : Epoch 1883 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1938.04 ms
[2022-04-02 03:04:59 main:574] : INFO : Epoch 1884 | loss: 0.03118 | val_loss: 0.031187 | Time: 1889.48 ms
[2022-04-02 03:05:01 main:574] : INFO : Epoch 1885 | loss: 0.0311815 | val_loss: 0.0311938 | Time: 1863.47 ms
[2022-04-02 03:05:03 main:574] : INFO : Epoch 1886 | loss: 0.0311798 | val_loss: 0.031184 | Time: 1873 ms
[2022-04-02 03:05:05 main:574] : INFO : Epoch 1887 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 1946.97 ms
[2022-04-02 03:05:07 main:574] : INFO : Epoch 1888 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1893.38 ms
[2022-04-02 03:05:09 main:574] : INFO : Epoch 1889 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 1852.56 ms
[2022-04-02 03:05:11 main:574] : INFO : Epoch 1890 | loss: 0.0311815 | val_loss: 0.0311905 | Time: 1887.3 ms
[2022-04-02 03:05:13 main:574] : INFO : Epoch 1891 | loss: 0.0311796 | val_loss: 0.0311939 | Time: 1930.77 ms
[2022-04-02 03:05:14 main:574] : INFO : Epoch 1892 | loss: 0.0311835 | val_loss: 0.0312037 | Time: 1871.07 ms
[2022-04-02 03:05:16 main:574] : INFO : Epoch 1893 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 1906.7 ms
[2022-04-02 03:05:18 main:574] : INFO : Epoch 1894 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 1955.9 ms
[2022-04-02 03:05:20 main:574] : INFO : Epoch 1895 | loss: 0.0311805 | val_loss: 0.0311872 | Time: 1866.2 ms
[2022-04-02 03:05:22 main:574] : INFO : Epoch 1896 | loss: 0.0311794 | val_loss: 0.0311914 | Time: 1856.98 ms
[2022-04-02 03:05:24 main:574] : INFO : Epoch 1897 | loss: 0.031178 | val_loss: 0.0311836 | Time: 1878.81 ms
[2022-04-02 03:05:26 main:574] : INFO : Epoch 1898 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 1924.91 ms
[2022-04-02 03:05:28 main:574] : INFO : Epoch 1899 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 1860.29 ms
[2022-04-02 03:05:30 main:574] : INFO : Epoch 1900 | loss: 0.0311851 | val_loss: 0.0311946 | Time: 1859.43 ms
[2022-04-02 03:05:31 main:574] : INFO : Epoch 1901 | loss: 0.031182 | val_loss: 0.0311868 | Time: 1887.06 ms
[2022-04-02 03:05:33 main:574] : INFO : Epoch 1902 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2015.03 ms
[2022-04-02 03:05:35 main:574] : INFO : Epoch 1903 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 1868.34 ms
[2022-04-02 03:05:37 main:574] : INFO : Epoch 1904 | loss: 0.0311816 | val_loss: 0.0311982 | Time: 1862.49 ms
[2022-04-02 03:05:39 main:574] : INFO : Epoch 1905 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 1954.77 ms
[2022-04-02 03:05:41 main:574] : INFO : Epoch 1906 | loss: 0.0311807 | val_loss: 0.0311974 | Time: 1861.97 ms
[2022-04-02 03:05:43 main:574] : INFO : Epoch 1907 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 1873.52 ms
[2022-04-02 03:05:45 main:574] : INFO : Epoch 1908 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 1845.19 ms
[2022-04-02 03:05:47 main:574] : INFO : Epoch 1909 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1947.69 ms
[2022-04-02 03:05:49 main:574] : INFO : Epoch 1910 | loss: 0.031178 | val_loss: 0.0311925 | Time: 1871.55 ms
[2022-04-02 03:05:50 main:574] : INFO : Epoch 1911 | loss: 0.0311788 | val_loss: 0.0311954 | Time: 1872.99 ms
[2022-04-02 03:05:52 main:574] : INFO : Epoch 1912 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 1887.07 ms
[2022-04-02 03:05:54 main:574] : INFO : Epoch 1913 | loss: 0.0311757 | val_loss: 0.0311952 | Time: 1963.36 ms
[2022-04-02 03:05:56 main:574] : INFO : Epoch 1914 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1871.16 ms
[2022-04-02 03:05:58 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311874 | Time: 1854.88 ms
[2022-04-02 03:06:00 main:574] : INFO : Epoch 1916 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 1928.43 ms
[2022-04-02 03:06:02 main:574] : INFO : Epoch 1917 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 1890.41 ms
[2022-04-02 03:06:04 main:574] : INFO : Epoch 1918 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 1920.24 ms
[2022-04-02 03:06:06 main:574] : INFO : Epoch 1919 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 1878.11 ms
[2022-04-02 03:06:08 main:574] : INFO : Epoch 1920 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 1981.92 ms
[2022-04-02 03:06:10 main:574] : INFO : Epoch 1921 | loss: 0.0311761 | val_loss: 0.0311869 | Time: 1880.5 ms
[2022-04-02 03:06:11 main:574] : INFO : Epoch 1922 | loss: 0.0311781 | val_loss: 0.0311882 | Time: 1892.35 ms
[2022-04-02 03:06:13 main:574] : INFO : Epoch 1923 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 1868.5 ms
[2022-04-02 03:06:15 main:574] : INFO : Epoch 1924 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 1926.28 ms
[2022-04-02 03:06:17 main:574] : INFO : Epoch 1925 | loss: 0.0311779 | val_loss: 0.0311867 | Time: 1881.01 ms
[2022-04-02 03:06:19 main:574] : INFO : Epoch 1926 | loss: 0.0311797 | val_loss: 0.0311911 | Time: 1873.91 ms
[2022-04-02 03:06:21 main:574] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311877 | Time: 1941.51 ms
[2022-04-02 03:06:23 main:574] : INFO : Epoch 1928 | loss: 0.0311791 | val_loss: 0.0311941 | Time: 1870.06 ms
[2022-04-02 03:06:25 main:574] : INFO : Epoch 1929 | loss: 0.0311768 | val_loss: 0.0311957 | Time: 1878.02 ms
[2022-04-02 03:06:27 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311867 | Time: 1864 ms
[2022-04-02 03:06:29 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.031185 | Time: 1912.1 ms
[2022-04-02 03:06:30 main:574] : INFO : Epoch 1932 | loss: 0.0311743 | val_loss: 0.0311909 | Time: 1866.28 ms
[2022-04-02 03:06:32 main:574] : INFO : Epoch 1933 | loss: 0.0311749 | val_loss: 0.0311904 | Time: 1851.29 ms
[2022-04-02 03:06:34 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311841 | Time: 1866.17 ms
[2022-04-02 03:06:36 main:574] : INFO : Epoch 1935 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 1946.5 ms
[2022-04-02 03:06:38 main:574] : INFO : Epoch 1936 | loss: 0.0311773 | val_loss: 0.0311998 | Time: 1859.3 ms
[2022-04-02 03:06:40 main:574] : INFO : Epoch 1937 | loss: 0.031175 | val_loss: 0.0311899 | Time: 1890.34 ms
[2022-04-02 03:06:42 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.0311872 | Time: 1945.87 ms
[2022-04-02 03:06:44 main:574] : INFO : Epoch 1939 | loss: 0.0311748 | val_loss: 0.0311862 | Time: 1850.92 ms
[2022-04-02 03:06:46 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311885 | Time: 1906.13 ms
[2022-04-02 03:06:47 main:574] : INFO : Epoch 1941 | loss: 0.031175 | val_loss: 0.0311933 | Time: 1842.17 ms
[2022-04-02 03:06:49 main:574] : INFO : Epoch 1942 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1925.77 ms
[2022-04-02 03:06:51 main:574] : INFO : Epoch 1943 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 1907.43 ms
[2022-04-02 03:06:53 main:574] : INFO : Epoch 1944 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 1868.3 ms
[2022-04-02 03:06:55 main:574] : INFO : Epoch 1945 | loss: 0.031173 | val_loss: 0.031186 | Time: 1853.96 ms
[2022-04-02 03:06:57 main:574] : INFO : Epoch 1946 | loss: 0.0311725 | val_loss: 0.03119 | Time: 1958.07 ms
[2022-04-02 03:06:59 main:574] : INFO : Epoch 1947 | loss: 0.0311723 | val_loss: 0.031184 | Time: 1876.51 ms
[2022-04-02 03:07:01 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311897 | Time: 1878.55 ms
[2022-04-02 03:07:03 main:574] : INFO : Epoch 1949 | loss: 0.0311736 | val_loss: 0.0311883 | Time: 1942.64 ms
[2022-04-02 03:07:04 main:574] : INFO : Epoch 1950 | loss: 0.0311744 | val_loss: 0.0311974 | Time: 1869.66 ms
[2022-04-02 03:07:06 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 1872.31 ms
[2022-04-02 03:07:08 main:574] : INFO : Epoch 1952 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 1884.26 ms
[2022-04-02 03:07:10 main:574] : INFO : Epoch 1953 | loss: 0.0311728 | val_loss: 0.0311886 | Time: 1928.02 ms
[2022-04-02 03:07:12 main:574] : INFO : Epoch 1954 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 1865.69 ms
[2022-04-02 03:07:14 main:574] : INFO : Epoch 1955 | loss: 0.0311747 | val_loss: 0.0311899 | Time: 1903.36 ms
[2022-04-02 03:07:16 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 1879.13 ms
[2022-04-02 03:07:18 main:574] : INFO : Epoch 1957 | loss: 0.0311741 | val_loss: 0.0311876 | Time: 1933.81 ms
[2022-04-02 03:07:20 main:574] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 1917.08 ms
[2022-04-02 03:07:22 main:574] : INFO : Epoch 1959 | loss: 0.031173 | val_loss: 0.0311861 | Time: 1862.98 ms
[2022-04-02 03:07:23 main:574] : INFO : Epoch 1960 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 1901.67 ms
[2022-04-02 03:07:25 main:574] : INFO : Epoch 1961 | loss: 0.0311716 | val_loss: 0.0311872 | Time: 1908.32 ms
[2022-04-02 03:07:27 main:574] : INFO : Epoch 1962 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 1863.52 ms
[2022-04-02 03:07:29 main:574] : INFO : Epoch 1963 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 1847.95 ms
[2022-04-02 03:07:31 main:574] : INFO : Epoch 1964 | loss: 0.0311764 | val_loss: 0.0311882 | Time: 1939.07 ms
[2022-04-02 03:07:33 main:574] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311888 | Time: 1881.4 ms
[2022-04-02 03:07:35 main:574] : INFO : Epoch 1966 | loss: 0.0311753 | val_loss: 0.0312022 | Time: 1877.02 ms
[2022-04-02 03:07:37 main:574] : INFO : Epoch 1967 | loss: 0.031177 | val_loss: 0.031185 | Time: 1935.53 ms
[2022-04-02 03:07:39 main:574] : INFO : Epoch 1968 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 1933.79 ms
[2022-04-02 03:07:41 main:574] : INFO : Epoch 1969 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 1877.97 ms
[2022-04-02 03:07:42 main:574] : INFO : Epoch 1970 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 1848.01 ms
[2022-04-02 03:07:44 main:574] : INFO : Epoch 1971 | loss: 0.031173 | val_loss: 0.0311844 | Time: 1921.48 ms
[2022-04-02 03:07:46 main:574] : INFO : Epoch 1972 | loss: 0.0311718 | val_loss: 0.0311887 | Time: 1865.74 ms
[2022-04-02 03:07:48 main:574] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311846 | Time: 1878.19 ms
[2022-04-02 03:07:50 main:574] : INFO : Epoch 1974 | loss: 0.0311719 | val_loss: 0.0311879 | Time: 1862.7 ms
[2022-04-02 03:07:52 main:574] : INFO : Epoch 1975 | loss: 0.0311743 | val_loss: 0.0311869 | Time: 1936.33 ms
[2022-04-02 03:07:54 main:574] : INFO : Epoch 1976 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 1849.5 ms
[2022-04-02 03:07:56 main:574] : INFO : Epoch 1977 | loss: 0.0311716 | val_loss: 0.0311865 | Time: 1893.66 ms
[2022-04-02 03:07:58 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311843 | Time: 1883.01 ms
[2022-04-02 03:07:59 main:574] : INFO : Epoch 1979 | loss: 0.0311694 | val_loss: 0.0311864 | Time: 1918.92 ms
[2022-04-02 03:08:01 main:574] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311859 | Time: 1882.98 ms
[2022-04-02 03:08:03 main:574] : INFO : Epoch 1981 | loss: 0.0311757 | val_loss: 0.0311942 | Time: 1878.07 ms
[2022-04-02 03:08:05 main:574] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.0311983 | Time: 1910.73 ms
[2022-04-02 03:08:07 main:574] : INFO : Epoch 1983 | loss: 0.0311776 | val_loss: 0.0311873 | Time: 1856.8 ms
[2022-04-02 03:08:09 main:574] : INFO : Epoch 1984 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1860.81 ms
[2022-04-02 03:08:11 main:574] : INFO : Epoch 1985 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 1920.12 ms
[2022-04-02 03:08:13 main:574] : INFO : Epoch 1986 | loss: 0.0311782 | val_loss: 0.0311943 | Time: 1949.04 ms
[2022-04-02 03:08:15 main:574] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 1932.58 ms
[2022-04-02 03:08:17 main:574] : INFO : Epoch 1988 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 1885.21 ms
[2022-04-02 03:08:19 main:574] : INFO : Epoch 1989 | loss: 0.0311725 | val_loss: 0.0311971 | Time: 1930.28 ms
[2022-04-02 03:08:20 main:574] : INFO : Epoch 1990 | loss: 0.031171 | val_loss: 0.031185 | Time: 1878.06 ms
[2022-04-02 03:08:22 main:574] : INFO : Epoch 1991 | loss: 0.0311687 | val_loss: 0.031186 | Time: 1864.32 ms
[2022-04-02 03:08:24 main:574] : INFO : Epoch 1992 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 1857.85 ms
[2022-04-02 03:08:26 main:574] : INFO : Epoch 1993 | loss: 0.0311682 | val_loss: 0.0311849 | Time: 2015.4 ms
[2022-04-02 03:08:28 main:574] : INFO : Epoch 1994 | loss: 0.0311704 | val_loss: 0.0311844 | Time: 1874.94 ms
[2022-04-02 03:08:30 main:574] : INFO : Epoch 1995 | loss: 0.0311673 | val_loss: 0.031184 | Time: 1903.98 ms
[2022-04-02 03:08:32 main:574] : INFO : Epoch 1996 | loss: 0.0311671 | val_loss: 0.0311876 | Time: 1887.58 ms
[2022-04-02 03:08:34 main:574] : INFO : Epoch 1997 | loss: 0.0311671 | val_loss: 0.0311845 | Time: 1948.25 ms
[2022-04-02 03:08:36 main:574] : INFO : Epoch 1998 | loss: 0.0311692 | val_loss: 0.0311827 | Time: 1877.73 ms
[2022-04-02 03:08:38 main:574] : INFO : Epoch 1999 | loss: 0.0311688 | val_loss: 0.0311834 | Time: 1873.39 ms
[2022-04-02 03:08:39 main:574] : INFO : Epoch 2000 | loss: 0.0311785 | val_loss: 0.031196 | Time: 1914.23 ms
[2022-04-02 03:08:41 main:574] : INFO : Epoch 2001 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 1861.54 ms
[2022-04-02 03:08:43 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 1887.11 ms
[2022-04-02 03:08:45 main:574] : INFO : Epoch 2003 | loss: 0.031169 | val_loss: 0.0311818 | Time: 1871.44 ms
[2022-04-02 03:08:47 main:574] : INFO : Epoch 2004 | loss: 0.0311685 | val_loss: 0.0311827 | Time: 1948.42 ms
[2022-04-02 03:08:49 main:574] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311828 | Time: 1909.83 ms
[2022-04-02 03:08:51 main:574] : INFO : Epoch 2006 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1871.62 ms
[2022-04-02 03:08:53 main:574] : INFO : Epoch 2007 | loss: 0.0311706 | val_loss: 0.0311854 | Time: 1888.51 ms
[2022-04-02 03:08:55 main:574] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.03119 | Time: 1920.44 ms
[2022-04-02 03:08:57 main:574] : INFO : Epoch 2009 | loss: 0.0311691 | val_loss: 0.0311831 | Time: 1902.78 ms
[2022-04-02 03:08:58 main:574] : INFO : Epoch 2010 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1870.79 ms
[2022-04-02 03:09:00 main:574] : INFO : Epoch 2011 | loss: 0.0311701 | val_loss: 0.031185 | Time: 1976.17 ms
[2022-04-02 03:09:02 main:574] : INFO : Epoch 2012 | loss: 0.0311716 | val_loss: 0.031185 | Time: 1876.59 ms
[2022-04-02 03:09:04 main:574] : INFO : Epoch 2013 | loss: 0.0311706 | val_loss: 0.0311838 | Time: 1877.21 ms
[2022-04-02 03:09:06 main:574] : INFO : Epoch 2014 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 1892.57 ms
[2022-04-02 03:09:08 main:574] : INFO : Epoch 2015 | loss: 0.0311694 | val_loss: 0.0311855 | Time: 1934.69 ms
[2022-04-02 03:09:10 main:574] : INFO : Epoch 2016 | loss: 0.0311737 | val_loss: 0.0311945 | Time: 1883.1 ms
[2022-04-02 03:09:12 main:574] : INFO : Epoch 2017 | loss: 0.0311777 | val_loss: 0.0311936 | Time: 1946.22 ms
[2022-04-02 03:09:14 main:574] : INFO : Epoch 2018 | loss: 0.0311753 | val_loss: 0.03119 | Time: 1925.79 ms
[2022-04-02 03:09:16 main:574] : INFO : Epoch 2019 | loss: 0.0311733 | val_loss: 0.031188 | Time: 1967.45 ms
[2022-04-02 03:09:18 main:574] : INFO : Epoch 2020 | loss: 0.0311696 | val_loss: 0.0311831 | Time: 1890.09 ms
[2022-04-02 03:09:20 main:574] : INFO : Epoch 2021 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1875.35 ms
[2022-04-02 03:09:22 main:574] : INFO : Epoch 2022 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 1949.51 ms
[2022-04-02 03:09:23 main:574] : INFO : Epoch 2023 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 1859.49 ms
[2022-04-02 03:09:25 main:574] : INFO : Epoch 2024 | loss: 0.0311803 | val_loss: 0.031198 | Time: 1893.19 ms
[2022-04-02 03:09:27 main:574] : INFO : Epoch 2025 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 1896.81 ms
[2022-04-02 03:09:29 main:574] : INFO : Epoch 2026 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 1938.69 ms
[2022-04-02 03:09:31 main:574] : INFO : Epoch 2027 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 1878.44 ms
[2022-04-02 03:09:33 main:574] : INFO : Epoch 2028 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 1896.36 ms
[2022-04-02 03:09:35 main:574] : INFO : Epoch 2029 | loss: 0.0311717 | val_loss: 0.0311821 | Time: 1932.26 ms
[2022-04-02 03:09:37 main:574] : INFO : Epoch 2030 | loss: 0.0311736 | val_loss: 0.031181 | Time: 1940.78 ms
[2022-04-02 03:09:39 main:574] : INFO : Epoch 2031 | loss: 0.0311696 | val_loss: 0.0311817 | Time: 1894.78 ms
[2022-04-02 03:09:41 main:574] : INFO : Epoch 2032 | loss: 0.0311707 | val_loss: 0.0311838 | Time: 1899.47 ms
[2022-04-02 03:09:43 main:574] : INFO : Epoch 2033 | loss: 0.0311711 | val_loss: 0.0311841 | Time: 1921.14 ms
[2022-04-02 03:09:44 main:574] : INFO : Epoch 2034 | loss: 0.0311693 | val_loss: 0.03118 | Time: 1887.02 ms
[2022-04-02 03:09:46 main:574] : INFO : Epoch 2035 | loss: 0.0311684 | val_loss: 0.0311847 | Time: 1894.25 ms
[2022-04-02 03:09:48 main:574] : INFO : Epoch 2036 | loss: 0.0311694 | val_loss: 0.0311846 | Time: 1877.32 ms
[2022-04-02 03:09:50 main:574] : INFO : Epoch 2037 | loss: 0.0311703 | val_loss: 0.0311833 | Time: 1954.36 ms
[2022-04-02 03:09:52 main:574] : INFO : Epoch 2038 | loss: 0.031169 | val_loss: 0.0311842 | Time: 1878.22 ms
[2022-04-02 03:09:54 main:574] : INFO : Epoch 2039 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 1881.56 ms
[2022-04-02 03:09:56 main:574] : INFO : Epoch 2040 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1946.21 ms
[2022-04-02 03:09:58 main:574] : INFO : Epoch 2041 | loss: 0.0311702 | val_loss: 0.0311852 | Time: 1896.41 ms
[2022-04-02 03:10:00 main:574] : INFO : Epoch 2042 | loss: 0.0311678 | val_loss: 0.0311872 | Time: 1875.01 ms
[2022-04-02 03:10:02 main:574] : INFO : Epoch 2043 | loss: 0.0311689 | val_loss: 0.0311853 | Time: 1886.84 ms
[2022-04-02 03:10:03 main:574] : INFO : Epoch 2044 | loss: 0.0311773 | val_loss: 0.0311949 | Time: 1935.17 ms
[2022-04-02 03:10:05 main:574] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 1892.25 ms
[2022-04-02 03:10:07 main:574] : INFO : Epoch 2046 | loss: 0.0311677 | val_loss: 0.0311881 | Time: 1896.05 ms
[2022-04-02 03:10:09 main:574] : INFO : Epoch 2047 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 1882.67 ms
[2022-04-02 03:10:11 main:574] : INFO : Epoch 2048 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 2020.84 ms
[2022-04-02 03:10:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807
[2022-04-02 03:10:11 main:603] : INFO : Saving end state to config to file
[2022-04-02 03:10:11 main:608] : INFO : Success, exiting..
03:10:11 (55652): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)