Task 3748035
| Name | ParityModified-1609264782-486-4_0 |
| Workunit | 1926174 |
| Created | 21 Jan 2021, 6:02:51 UTC |
| Sent | 21 Jan 2021, 21:07:59 UTC |
| Report deadline | 28 Jan 2021, 21:07:59 UTC |
| Received | 21 Jan 2021, 22:30:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 7 min 4 sec |
| CPU time | 1 hours 3 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 1879.7 ms [2021-01-21 14:05:53 main:574] : INFO : Epoch 1543 | loss: 0.031174 | val_loss: 0.0311801 | Time: 1969.77 ms [2021-01-21 14:05:55 main:574] : INFO : Epoch 1544 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1857.93 ms [2021-01-21 14:05:57 main:574] : INFO : Epoch 1545 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1949.73 ms [2021-01-21 14:05:59 main:574] : INFO : Epoch 1546 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1897.91 ms [2021-01-21 14:06:01 main:574] : INFO : Epoch 1547 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 1920.32 ms [2021-01-21 14:06:03 main:574] : INFO : Epoch 1548 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1909.66 ms [2021-01-21 14:06:05 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 1947.49 ms [2021-01-21 14:06:07 main:574] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 1871.55 ms [2021-01-21 14:06:09 main:574] : INFO : Epoch 1551 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1874.84 ms [2021-01-21 14:06:10 main:574] : INFO : Epoch 1552 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1872.66 ms [2021-01-21 14:06:12 main:574] : INFO : Epoch 1553 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1924.48 ms [2021-01-21 14:06:14 main:574] : INFO : Epoch 1554 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1954.69 ms [2021-01-21 14:06:16 main:574] : INFO : Epoch 1555 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 1915.48 ms [2021-01-21 14:06:18 main:574] : INFO : Epoch 1556 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 1957.94 ms [2021-01-21 14:06:20 main:574] : INFO : Epoch 1557 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1960.67 ms [2021-01-21 14:06:22 main:574] : INFO : Epoch 1558 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 1931.98 ms [2021-01-21 14:06:24 main:574] : INFO : Epoch 1559 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1899.5 ms [2021-01-21 14:06:26 main:574] : INFO : Epoch 1560 | loss: 0.0311756 | val_loss: 0.031182 | Time: 1853.11 ms [2021-01-21 14:06:28 main:574] : INFO : Epoch 1561 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 1914.53 ms [2021-01-21 14:06:30 main:574] : INFO : Epoch 1562 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1941.68 ms [2021-01-21 14:06:32 main:574] : INFO : Epoch 1563 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1917.04 ms [2021-01-21 14:06:34 main:574] : INFO : Epoch 1564 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 2000.73 ms [2021-01-21 14:06:36 main:574] : INFO : Epoch 1565 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 1931.97 ms [2021-01-21 14:06:38 main:574] : INFO : Epoch 1566 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1874.3 ms [2021-01-21 14:06:40 main:574] : INFO : Epoch 1567 | loss: 0.031174 | val_loss: 0.0311817 | Time: 2009.34 ms [2021-01-21 14:06:42 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311816 | Time: 1901.1 ms [2021-01-21 14:06:44 main:574] : INFO : Epoch 1569 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1899.01 ms [2021-01-21 14:06:46 main:574] : INFO : Epoch 1570 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 1890.11 ms [2021-01-21 14:06:48 main:574] : INFO : Epoch 1571 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 1970.75 ms [2021-01-21 14:06:50 main:574] : INFO : Epoch 1572 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 1999.61 ms [2021-01-21 14:06:52 main:574] : INFO : Epoch 1573 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 2006.84 ms [2021-01-21 14:06:54 main:574] : INFO : Epoch 1574 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 1911.14 ms [2021-01-21 14:06:56 main:574] : INFO : Epoch 1575 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2042.71 ms [2021-01-21 14:06:58 main:574] : INFO : Epoch 1576 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 1996 ms [2021-01-21 14:07:00 main:574] : INFO : Epoch 1577 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1892.24 ms [2021-01-21 14:07:02 main:574] : INFO : Epoch 1578 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 1885.53 ms [2021-01-21 14:07:04 main:574] : INFO : Epoch 1579 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 1878.44 ms [2021-01-21 14:07:06 main:574] : INFO : Epoch 1580 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 1869.88 ms [2021-01-21 14:07:08 main:574] : INFO : Epoch 1581 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1967.76 ms [2021-01-21 14:07:09 main:574] : INFO : Epoch 1582 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 1867 ms [2021-01-21 14:07:11 main:574] : INFO : Epoch 1583 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1898.14 ms [2021-01-21 14:07:13 main:574] : INFO : Epoch 1584 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1866.34 ms [2021-01-21 14:07:15 main:574] : INFO : Epoch 1585 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 1910.53 ms [2021-01-21 14:07:17 main:574] : INFO : Epoch 1586 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 1872.24 ms [2021-01-21 14:07:19 main:574] : INFO : Epoch 1587 | loss: 0.0311734 | val_loss: 0.031181 | Time: 1900.1 ms [2021-01-21 14:07:21 main:574] : INFO : Epoch 1588 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1884.29 ms [2021-01-21 14:07:23 main:574] : INFO : Epoch 1589 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 1940.72 ms [2021-01-21 14:07:25 main:574] : INFO : Epoch 1590 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 1997.18 ms [2021-01-21 14:07:27 main:574] : INFO : Epoch 1591 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 1939.55 ms [2021-01-21 14:07:29 main:574] : INFO : Epoch 1592 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2169.74 ms [2021-01-21 14:07:31 main:574] : INFO : Epoch 1593 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 1863.82 ms [2021-01-21 14:07:33 main:574] : INFO : Epoch 1594 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 1866.08 ms [2021-01-21 14:07:35 main:574] : INFO : Epoch 1595 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 1921.14 ms [2021-01-21 14:07:37 main:574] : INFO : Epoch 1596 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1944.51 ms [2021-01-21 14:07:39 main:574] : INFO : Epoch 1597 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 1974.88 ms [2021-01-21 14:07:41 main:574] : INFO : Epoch 1598 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1863.41 ms [2021-01-21 14:07:43 main:574] : INFO : Epoch 1599 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1884.45 ms [2021-01-21 14:07:45 main:574] : INFO : Epoch 1600 | loss: 0.0311744 | val_loss: 0.0311842 | Time: 2074.46 ms [2021-01-21 14:07:47 main:574] : INFO : Epoch 1601 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 1930.88 ms [2021-01-21 14:07:49 main:574] : INFO : Epoch 1602 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 1862.49 ms [2021-01-21 14:07:50 main:574] : INFO : Epoch 1603 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 1877.22 ms [2021-01-21 14:07:52 main:574] : INFO : Epoch 1604 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1929.99 ms [2021-01-21 14:07:54 main:574] : INFO : Epoch 1605 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1881.13 ms [2021-01-21 14:07:56 main:574] : INFO : Epoch 1606 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 1882.38 ms [2021-01-21 14:07:58 main:574] : INFO : Epoch 1607 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 1906.42 ms [2021-01-21 14:08:00 main:574] : INFO : Epoch 1608 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1949.45 ms [2021-01-21 14:08:02 main:574] : INFO : Epoch 1609 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1927.91 ms [2021-01-21 14:08:04 main:574] : INFO : Epoch 1610 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 1935.19 ms [2021-01-21 14:08:06 main:574] : INFO : Epoch 1611 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 1920.33 ms [2021-01-21 14:08:08 main:574] : INFO : Epoch 1612 | loss: 0.0311731 | val_loss: 0.03118 | Time: 1922.03 ms [2021-01-21 14:08:10 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1922.03 ms [2021-01-21 14:08:12 main:574] : INFO : Epoch 1614 | loss: 0.0311732 | val_loss: 0.0311811 | Time: 1927.3 ms [2021-01-21 14:08:14 main:574] : INFO : Epoch 1615 | loss: 0.0311746 | val_loss: 0.031188 | Time: 1882.15 ms [2021-01-21 14:08:16 main:574] : INFO : Epoch 1616 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 1876.82 ms [2021-01-21 14:08:18 main:574] : INFO : Epoch 1617 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 1870.8 ms [2021-01-21 14:08:20 main:574] : INFO : Epoch 1618 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1861.41 ms [2021-01-21 14:08:22 main:574] : INFO : Epoch 1619 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 2011.63 ms [2021-01-21 14:08:24 main:574] : INFO : Epoch 1620 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1891.19 ms [2021-01-21 14:08:26 main:574] : INFO : Epoch 1621 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 2036.48 ms [2021-01-21 14:08:28 main:574] : INFO : Epoch 1622 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1977.43 ms [2021-01-21 14:08:30 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1861.05 ms [2021-01-21 14:08:32 main:574] : INFO : Epoch 1624 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 1864.73 ms [2021-01-21 14:08:33 main:574] : INFO : Epoch 1625 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 1874.8 ms [2021-01-21 14:08:36 main:574] : INFO : Epoch 1626 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2041.72 ms [2021-01-21 14:08:37 main:574] : INFO : Epoch 1627 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1851.46 ms [2021-01-21 14:08:39 main:574] : INFO : Epoch 1628 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 2008.92 ms [2021-01-21 14:08:41 main:574] : INFO : Epoch 1629 | loss: 0.031173 | val_loss: 0.0311814 | Time: 1946.68 ms [2021-01-21 14:08:43 main:574] : INFO : Epoch 1630 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1967.31 ms [2021-01-21 14:08:45 main:574] : INFO : Epoch 1631 | loss: 0.031173 | val_loss: 0.0311849 | Time: 2019.78 ms [2021-01-21 14:08:47 main:574] : INFO : Epoch 1632 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 1896.19 ms [2021-01-21 14:08:49 main:574] : INFO : Epoch 1633 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1966 ms [2021-01-21 14:08:51 main:574] : INFO : Epoch 1634 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 1925.41 ms [2021-01-21 14:08:53 main:574] : INFO : Epoch 1635 | loss: 0.0311747 | val_loss: 0.031182 | Time: 2008.09 ms [2021-01-21 14:08:55 main:574] : INFO : Epoch 1636 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 1944.45 ms [2021-01-21 14:08:57 main:574] : INFO : Epoch 1637 | loss: 0.0311751 | val_loss: 0.0311803 | Time: 1960.37 ms [2021-01-21 14:08:59 main:574] : INFO : Epoch 1638 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 1891.27 ms [2021-01-21 14:09:01 main:574] : INFO : Epoch 1639 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 1869.85 ms [2021-01-21 14:09:03 main:574] : INFO : Epoch 1640 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 1863.12 ms [2021-01-21 14:09:05 main:574] : INFO : Epoch 1641 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1891.75 ms [2021-01-21 14:09:07 main:574] : INFO : Epoch 1642 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 1881.46 ms [2021-01-21 14:09:09 main:574] : INFO : Epoch 1643 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 1994.26 ms [2021-01-21 14:09:11 main:574] : INFO : Epoch 1644 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 1947.59 ms [2021-01-21 14:09:13 main:574] : INFO : Epoch 1645 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 1877.4 ms [2021-01-21 14:09:15 main:574] : INFO : Epoch 1646 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2012.16 ms [2021-01-21 14:09:17 main:574] : INFO : Epoch 1647 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 1858.62 ms [2021-01-21 14:09:19 main:574] : INFO : Epoch 1648 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 1890.87 ms [2021-01-21 14:09:21 main:574] : INFO : Epoch 1649 | loss: 0.0315115 | val_loss: 0.0316473 | Time: 1884.95 ms [2021-01-21 14:09:23 main:574] : INFO : Epoch 1650 | loss: 0.0324975 | val_loss: 0.0313354 | Time: 2029.32 ms [2021-01-21 14:09:25 main:574] : INFO : Epoch 1651 | loss: 0.0313299 | val_loss: 0.0312387 | Time: 1912.74 ms [2021-01-21 14:09:27 main:574] : INFO : Epoch 1652 | loss: 0.031215 | val_loss: 0.0311945 | Time: 1923.72 ms [2021-01-21 14:09:29 main:574] : INFO : Epoch 1653 | loss: 0.0311955 | val_loss: 0.0311893 | Time: 1873.47 ms [2021-01-21 14:09:30 main:574] : INFO : Epoch 1654 | loss: 0.0311878 | val_loss: 0.0311878 | Time: 1850.87 ms [2021-01-21 14:09:32 main:574] : INFO : Epoch 1655 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 1938.35 ms [2021-01-21 14:09:34 main:574] : INFO : Epoch 1656 | loss: 0.0311857 | val_loss: 0.0311948 | Time: 1863.02 ms [2021-01-21 14:09:36 main:574] : INFO : Epoch 1657 | loss: 0.0311865 | val_loss: 0.0311838 | Time: 1881.58 ms [2021-01-21 14:09:38 main:574] : INFO : Epoch 1658 | loss: 0.031179 | val_loss: 0.0311793 | Time: 2024.06 ms [2021-01-21 14:09:40 main:574] : INFO : Epoch 1659 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1928.31 ms [2021-01-21 14:09:42 main:574] : INFO : Epoch 1660 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1878.83 ms [2021-01-21 14:09:44 main:574] : INFO : Epoch 1661 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1932.43 ms [2021-01-21 14:09:46 main:574] : INFO : Epoch 1662 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1895.2 ms [2021-01-21 14:09:48 main:574] : INFO : Epoch 1663 | loss: 0.031176 | val_loss: 0.0311789 | Time: 2011.78 ms [2021-01-21 14:09:50 main:574] : INFO : Epoch 1664 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 1881.93 ms [2021-01-21 14:09:52 main:574] : INFO : Epoch 1665 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2037.33 ms [2021-01-21 14:09:54 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311797 | Time: 1910.32 ms [2021-01-21 14:09:56 main:574] : INFO : Epoch 1667 | loss: 0.0311782 | val_loss: 0.031179 | Time: 1866.51 ms [2021-01-21 14:09:58 main:574] : INFO : Epoch 1668 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 1864.57 ms [2021-01-21 14:10:00 main:574] : INFO : Epoch 1669 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 1934.87 ms [2021-01-21 14:10:02 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1973.09 ms [2021-01-21 14:10:04 main:574] : INFO : Epoch 1671 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 1900.12 ms [2021-01-21 14:10:06 main:574] : INFO : Epoch 1672 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 1868.53 ms [2021-01-21 14:10:08 main:574] : INFO : Epoch 1673 | loss: 0.031176 | val_loss: 0.031179 | Time: 1912.06 ms [2021-01-21 14:10:09 main:574] : INFO : Epoch 1674 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 1867.09 ms [2021-01-21 14:10:11 main:574] : INFO : Epoch 1675 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1898.67 ms [2021-01-21 14:10:13 main:574] : INFO : Epoch 1676 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 1879.34 ms [2021-01-21 14:10:15 main:574] : INFO : Epoch 1677 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 1887.97 ms [2021-01-21 14:10:17 main:574] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1895.92 ms [2021-01-21 14:10:19 main:574] : INFO : Epoch 1679 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 1892.32 ms [2021-01-21 14:10:21 main:574] : INFO : Epoch 1680 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 1925.43 ms [2021-01-21 14:10:23 main:574] : INFO : Epoch 1681 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1974.24 ms [2021-01-21 14:10:25 main:574] : INFO : Epoch 1682 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 1894.23 ms [2021-01-21 14:10:27 main:574] : INFO : Epoch 1683 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 1971.21 ms [2021-01-21 14:10:29 main:574] : INFO : Epoch 1684 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1976.49 ms [2021-01-21 14:10:31 main:574] : INFO : Epoch 1685 | loss: 0.031176 | val_loss: 0.0311801 | Time: 1888.93 ms [2021-01-21 14:10:33 main:574] : INFO : Epoch 1686 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 2015.69 ms [2021-01-21 14:10:35 main:574] : INFO : Epoch 1687 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 1892.5 ms [2021-01-21 14:10:37 main:574] : INFO : Epoch 1688 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1859.1 ms [2021-01-21 14:10:39 main:574] : INFO : Epoch 1689 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 1910.52 ms [2021-01-21 14:10:41 main:574] : INFO : Epoch 1690 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 1861.4 ms [2021-01-21 14:10:43 main:574] : INFO : Epoch 1691 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1981.91 ms [2021-01-21 14:10:45 main:574] : INFO : Epoch 1692 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 1988.95 ms [2021-01-21 14:10:47 main:574] : INFO : Epoch 1693 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 2020.62 ms [2021-01-21 14:10:49 main:574] : INFO : Epoch 1694 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 1941.88 ms [2021-01-21 14:10:51 main:574] : INFO : Epoch 1695 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1892.72 ms [2021-01-21 14:10:53 main:574] : INFO : Epoch 1696 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 1958.54 ms [2021-01-21 14:10:55 main:574] : INFO : Epoch 1697 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 1886.31 ms [2021-01-21 14:10:57 main:574] : INFO : Epoch 1698 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 1864.62 ms [2021-01-21 14:10:58 main:574] : INFO : Epoch 1699 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 1906.69 ms [2021-01-21 14:11:00 main:574] : INFO : Epoch 1700 | loss: 0.0311754 | val_loss: 0.03118 | Time: 1939.35 ms [2021-01-21 14:11:02 main:574] : INFO : Epoch 1701 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 1950.72 ms [2021-01-21 14:11:04 main:574] : INFO : Epoch 1702 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2004.93 ms [2021-01-21 14:11:06 main:574] : INFO : Epoch 1703 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 1874.31 ms [2021-01-21 14:11:08 main:574] : INFO : Epoch 1704 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2017.01 ms [2021-01-21 14:11:10 main:574] : INFO : Epoch 1705 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 1906.83 ms [2021-01-21 14:11:12 main:574] : INFO : Epoch 1706 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1912.61 ms [2021-01-21 14:11:14 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1919.88 ms [2021-01-21 14:11:16 main:574] : INFO : Epoch 1708 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1986.46 ms [2021-01-21 14:11:18 main:574] : INFO : Epoch 1709 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1931.22 ms [2021-01-21 14:11:20 main:574] : INFO : Epoch 1710 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 1965.7 ms [2021-01-21 14:11:22 main:574] : INFO : Epoch 1711 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 1905.82 ms [2021-01-21 14:11:24 main:574] : INFO : Epoch 1712 | loss: 0.031174 | val_loss: 0.03118 | Time: 1922.26 ms [2021-01-21 14:11:26 main:574] : INFO : Epoch 1713 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2038.91 ms [2021-01-21 14:11:28 main:574] : INFO : Epoch 1714 | loss: 0.0311738 | val_loss: 0.031182 | Time: 1865.47 ms [2021-01-21 14:11:30 main:574] : INFO : Epoch 1715 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1945.35 ms [2021-01-21 14:11:32 main:574] : INFO : Epoch 1716 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 1887.16 ms [2021-01-21 14:11:34 main:574] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1891.88 ms [2021-01-21 14:11:36 main:574] : INFO : Epoch 1718 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 1902.92 ms [2021-01-21 14:11:38 main:574] : INFO : Epoch 1719 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 1959.56 ms [2021-01-21 14:11:40 main:574] : INFO : Epoch 1720 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 1891.89 ms [2021-01-21 14:11:42 main:574] : INFO : Epoch 1721 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 1880.27 ms [2021-01-21 14:11:44 main:574] : INFO : Epoch 1722 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 1898.96 ms [2021-01-21 14:11:46 main:574] : INFO : Epoch 1723 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1879.93 ms [2021-01-21 14:11:48 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1919.21 ms [2021-01-21 14:11:49 main:574] : INFO : Epoch 1725 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 1906.67 ms [2021-01-21 14:11:51 main:574] : INFO : Epoch 1726 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 1913.73 ms [2021-01-21 14:11:53 main:574] : INFO : Epoch 1727 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1869.18 ms [2021-01-21 14:11:55 main:574] : INFO : Epoch 1728 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1864.39 ms [2021-01-21 14:11:57 main:574] : INFO : Epoch 1729 | loss: 0.031173 | val_loss: 0.0311809 | Time: 1893.82 ms [2021-01-21 14:11:59 main:574] : INFO : Epoch 1730 | loss: 0.0311734 | val_loss: 0.0311807 | Time: 1947.15 ms [2021-01-21 14:12:01 main:574] : INFO : Epoch 1731 | loss: 0.0311734 | val_loss: 0.0311822 | Time: 1922.72 ms [2021-01-21 14:12:03 main:574] : INFO : Epoch 1732 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2054.78 ms [2021-01-21 14:12:05 main:574] : INFO : Epoch 1733 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2044.06 ms [2021-01-21 14:12:07 main:574] : INFO : Epoch 1734 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 1923.94 ms [2021-01-21 14:12:09 main:574] : INFO : Epoch 1735 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1924.83 ms [2021-01-21 14:12:11 main:574] : INFO : Epoch 1736 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1868.16 ms [2021-01-21 14:12:13 main:574] : INFO : Epoch 1737 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 1903.27 ms [2021-01-21 14:12:15 main:574] : INFO : Epoch 1738 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 2010.52 ms [2021-01-21 14:12:17 main:574] : INFO : Epoch 1739 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 1869.54 ms [2021-01-21 14:12:19 main:574] : INFO : Epoch 1740 | loss: 0.0311731 | val_loss: 0.031181 | Time: 2017.28 ms [2021-01-21 14:12:21 main:574] : INFO : Epoch 1741 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 1937.37 ms [2021-01-21 14:12:23 main:574] : INFO : Epoch 1742 | loss: 0.031173 | val_loss: 0.0311817 | Time: 1930.99 ms [2021-01-21 14:12:25 main:574] : INFO : Epoch 1743 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 2030.68 ms [2021-01-21 14:12:27 main:574] : INFO : Epoch 1744 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 1907.83 ms [2021-01-21 14:12:29 main:574] : INFO : Epoch 1745 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 1904.58 ms [2021-01-21 14:12:31 main:574] : INFO : Epoch 1746 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 1907.21 ms [2021-01-21 14:12:33 main:574] : INFO : Epoch 1747 | loss: 0.031173 | val_loss: 0.0311804 | Time: 1907.51 ms [2021-01-21 14:12:35 main:574] : INFO : Epoch 1748 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 1955.57 ms [2021-01-21 14:12:37 main:574] : INFO : Epoch 1749 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1879.57 ms [2021-01-21 14:12:39 main:574] : INFO : Epoch 1750 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 2029.24 ms [2021-01-21 14:12:41 main:574] : INFO : Epoch 1751 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1887.03 ms [2021-01-21 14:12:43 main:574] : INFO : Epoch 1752 | loss: 0.0311741 | val_loss: 0.0311815 | Time: 1957.42 ms [2021-01-21 14:12:45 main:574] : INFO : Epoch 1753 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1964.8 ms [2021-01-21 14:12:46 main:574] : INFO : Epoch 1754 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1871.86 ms [2021-01-21 14:12:48 main:574] : INFO : Epoch 1755 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1935.68 ms [2021-01-21 14:12:50 main:574] : INFO : Epoch 1756 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1968.9 ms [2021-01-21 14:12:52 main:574] : INFO : Epoch 1757 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 1884.02 ms [2021-01-21 14:12:54 main:574] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1904.18 ms [2021-01-21 14:12:56 main:574] : INFO : Epoch 1759 | loss: 0.0311738 | val_loss: 0.0311822 | Time: 1988.62 ms [2021-01-21 14:12:58 main:574] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1890.36 ms [2021-01-21 14:13:00 main:574] : INFO : Epoch 1761 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1938.75 ms [2021-01-21 14:13:02 main:574] : INFO : Epoch 1762 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 1926.16 ms [2021-01-21 14:13:04 main:574] : INFO : Epoch 1763 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 2042.51 ms [2021-01-21 14:13:06 main:574] : INFO : Epoch 1764 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 1890.37 ms [2021-01-21 14:13:08 main:574] : INFO : Epoch 1765 | loss: 0.0311728 | val_loss: 0.0311818 | Time: 1891.16 ms [2021-01-21 14:13:10 main:574] : INFO : Epoch 1766 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1946.4 ms [2021-01-21 14:13:12 main:574] : INFO : Epoch 1767 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1908.87 ms [2021-01-21 14:13:14 main:574] : INFO : Epoch 1768 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 1870.83 ms [2021-01-21 14:13:16 main:574] : INFO : Epoch 1769 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1871.93 ms [2021-01-21 14:13:18 main:574] : INFO : Epoch 1770 | loss: 0.0311725 | val_loss: 0.031182 | Time: 1877.05 ms [2021-01-21 14:13:20 main:574] : INFO : Epoch 1771 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1972.71 ms [2021-01-21 14:13:22 main:574] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 1870.07 ms [2021-01-21 14:13:24 main:574] : INFO : Epoch 1773 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1922.19 ms [2021-01-21 14:13:26 main:574] : INFO : Epoch 1774 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1893.55 ms [2021-01-21 14:13:28 main:574] : INFO : Epoch 1775 | loss: 0.031174 | val_loss: 0.0311811 | Time: 1987.82 ms [2021-01-21 14:13:30 main:574] : INFO : Epoch 1776 | loss: 0.031173 | val_loss: 0.0311813 | Time: 1893.89 ms [2021-01-21 14:13:32 main:574] : INFO : Epoch 1777 | loss: 0.0311726 | val_loss: 0.0311827 | Time: 1961.73 ms [2021-01-21 14:13:33 main:574] : INFO : Epoch 1778 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1883.3 ms [2021-01-21 14:13:35 main:574] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 1899.89 ms [2021-01-21 14:13:37 main:574] : INFO : Epoch 1780 | loss: 0.0311741 | val_loss: 0.0311808 | Time: 2073.37 ms [2021-01-21 14:13:39 main:574] : INFO : Epoch 1781 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1907.17 ms [2021-01-21 14:13:41 main:574] : INFO : Epoch 1782 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1931.96 ms [2021-01-21 14:13:43 main:574] : INFO : Epoch 1783 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1952.72 ms [2021-01-21 14:13:45 main:574] : INFO : Epoch 1784 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 1971.54 ms [2021-01-21 14:13:47 main:574] : INFO : Epoch 1785 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 1908.42 ms [2021-01-21 14:13:49 main:574] : INFO : Epoch 1786 | loss: 0.0311732 | val_loss: 0.031182 | Time: 1907.43 ms [2021-01-21 14:13:51 main:574] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1874.49 ms [2021-01-21 14:13:53 main:574] : INFO : Epoch 1788 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 1920.4 ms [2021-01-21 14:13:55 main:574] : INFO : Epoch 1789 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1901.3 ms [2021-01-21 14:13:57 main:574] : INFO : Epoch 1790 | loss: 0.0311726 | val_loss: 0.031181 | Time: 1880.6 ms [2021-01-21 14:13:59 main:574] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 1882.97 ms [2021-01-21 14:14:01 main:574] : INFO : Epoch 1792 | loss: 0.031173 | val_loss: 0.0311814 | Time: 1881.5 ms [2021-01-21 14:14:03 main:574] : INFO : Epoch 1793 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 1902.16 ms [2021-01-21 14:14:05 main:574] : INFO : Epoch 1794 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 2048.35 ms [2021-01-21 14:14:07 main:574] : INFO : Epoch 1795 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 1895.61 ms [2021-01-21 14:14:09 main:574] : INFO : Epoch 1796 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 1890.01 ms [2021-01-21 14:14:11 main:574] : INFO : Epoch 1797 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 2012.04 ms [2021-01-21 14:14:13 main:574] : INFO : Epoch 1798 | loss: 0.0311739 | val_loss: 0.0311857 | Time: 1966.84 ms [2021-01-21 14:14:15 main:574] : INFO : Epoch 1799 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 1998.91 ms [2021-01-21 14:14:17 main:574] : INFO : Epoch 1800 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 1901.05 ms [2021-01-21 14:14:19 main:574] : INFO : Epoch 1801 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 1967.59 ms [2021-01-21 14:14:20 main:574] : INFO : Epoch 1802 | loss: 0.0311727 | val_loss: 0.031181 | Time: 1889.7 ms [2021-01-21 14:14:22 main:574] : INFO : Epoch 1803 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 1889.29 ms [2021-01-21 14:14:24 main:574] : INFO : Epoch 1804 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 2039.42 ms [2021-01-21 14:14:26 main:574] : INFO : Epoch 1805 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 1917.18 ms [2021-01-21 14:14:28 main:574] : INFO : Epoch 1806 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 1864.92 ms [2021-01-21 14:14:30 main:574] : INFO : Epoch 1807 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2057.98 ms [2021-01-21 14:14:32 main:574] : INFO : Epoch 1808 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 1899.08 ms [2021-01-21 14:14:34 main:574] : INFO : Epoch 1809 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 1963.73 ms [2021-01-21 14:14:36 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.031182 | Time: 1873.61 ms [2021-01-21 14:14:38 main:574] : INFO : Epoch 1811 | loss: 0.0311745 | val_loss: 0.0311865 | Time: 1998.47 ms [2021-01-21 14:14:40 main:574] : INFO : Epoch 1812 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1888.51 ms [2021-01-21 14:14:42 main:574] : INFO : Epoch 1813 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 1905.27 ms [2021-01-21 14:14:44 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 1951.67 ms [2021-01-21 14:14:46 main:574] : INFO : Epoch 1815 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1935.49 ms [2021-01-21 14:14:48 main:574] : INFO : Epoch 1816 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 1892.71 ms [2021-01-21 14:14:50 main:574] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 1972.74 ms [2021-01-21 14:14:52 main:574] : INFO : Epoch 1818 | loss: 0.0311732 | val_loss: 0.0311814 | Time: 1968.79 ms [2021-01-21 14:14:54 main:574] : INFO : Epoch 1819 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1961.75 ms [2021-01-21 14:14:56 main:574] : INFO : Epoch 1820 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 1886.8 ms [2021-01-21 14:14:58 main:574] : INFO : Epoch 1821 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 1966.63 ms [2021-01-21 14:15:00 main:574] : INFO : Epoch 1822 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1874.96 ms [2021-01-21 14:15:02 main:574] : INFO : Epoch 1823 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 2053.88 ms [2021-01-21 14:15:04 main:574] : INFO : Epoch 1824 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 1904.24 ms [2021-01-21 14:15:06 main:574] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 1852.49 ms [2021-01-21 14:15:08 main:574] : INFO : Epoch 1826 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 1896.32 ms [2021-01-21 14:15:09 main:574] : INFO : Epoch 1827 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1887.92 ms [2021-01-21 14:15:11 main:574] : INFO : Epoch 1828 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 1919.05 ms [2021-01-21 14:15:13 main:574] : INFO : Epoch 1829 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1926.41 ms [2021-01-21 14:15:15 main:574] : INFO : Epoch 1830 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 1908.17 ms [2021-01-21 14:15:17 main:574] : INFO : Epoch 1831 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1910.15 ms [2021-01-21 14:15:19 main:574] : INFO : Epoch 1832 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 1887.83 ms [2021-01-21 14:15:21 main:574] : INFO : Epoch 1833 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 1906.88 ms [2021-01-21 14:15:23 main:574] : INFO : Epoch 1834 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1884.66 ms [2021-01-21 14:15:25 main:574] : INFO : Epoch 1835 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2066.2 ms [2021-01-21 14:15:27 main:574] : INFO : Epoch 1836 | loss: 0.0311728 | val_loss: 0.031183 | Time: 2026.76 ms [2021-01-21 14:15:29 main:574] : INFO : Epoch 1837 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 1895.38 ms [2021-01-21 14:15:31 main:574] : INFO : Epoch 1838 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1925.51 ms [2021-01-21 14:15:33 main:574] : INFO : Epoch 1839 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 1919.97 ms [2021-01-21 14:15:35 main:574] : INFO : Epoch 1840 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 1934.49 ms [2021-01-21 14:15:37 main:574] : INFO : Epoch 1841 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 1862.22 ms [2021-01-21 14:15:39 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0311818 | Time: 1898.14 ms [2021-01-21 14:15:41 main:574] : INFO : Epoch 1843 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 1879.56 ms [2021-01-21 14:15:43 main:574] : INFO : Epoch 1844 | loss: 0.0311725 | val_loss: 0.031181 | Time: 1877.85 ms [2021-01-21 14:15:45 main:574] : INFO : Epoch 1845 | loss: 0.0311721 | val_loss: 0.0311831 | Time: 1860.93 ms [2021-01-21 14:15:47 main:574] : INFO : Epoch 1846 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1908.18 ms [2021-01-21 14:15:49 main:574] : INFO : Epoch 1847 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 1997.99 ms [2021-01-21 14:15:51 main:574] : INFO : Epoch 1848 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1907.73 ms [2021-01-21 14:15:52 main:574] : INFO : Epoch 1849 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1895.38 ms [2021-01-21 14:15:54 main:574] : INFO : Epoch 1850 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 1945.45 ms [2021-01-21 14:15:56 main:574] : INFO : Epoch 1851 | loss: 0.0311725 | val_loss: 0.0311833 | Time: 1938.41 ms [2021-01-21 14:15:58 main:574] : INFO : Epoch 1852 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 1898.4 ms [2021-01-21 14:16:00 main:574] : INFO : Epoch 1853 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 1871.07 ms [2021-01-21 14:16:02 main:574] : INFO : Epoch 1854 | loss: 0.031172 | val_loss: 0.0311821 | Time: 1885.88 ms [2021-01-21 14:16:04 main:574] : INFO : Epoch 1855 | loss: 0.031173 | val_loss: 0.0311808 | Time: 2020.22 ms [2021-01-21 14:16:06 main:574] : INFO : Epoch 1856 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 1898.92 ms [2021-01-21 14:16:08 main:574] : INFO : Epoch 1857 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 2019.56 ms [2021-01-21 14:16:10 main:574] : INFO : Epoch 1858 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 1918.2 ms [2021-01-21 14:16:12 main:574] : INFO : Epoch 1859 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 1886.96 ms [2021-01-21 14:16:14 main:574] : INFO : Epoch 1860 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 2015.74 ms [2021-01-21 14:16:16 main:574] : INFO : Epoch 1861 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 2006.2 ms [2021-01-21 14:16:18 main:574] : INFO : Epoch 1862 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 1861.82 ms [2021-01-21 14:16:20 main:574] : INFO : Epoch 1863 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 1995.89 ms [2021-01-21 14:16:22 main:574] : INFO : Epoch 1864 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1892.07 ms [2021-01-21 14:16:24 main:574] : INFO : Epoch 1865 | loss: 0.031173 | val_loss: 0.031181 | Time: 1913.69 ms [2021-01-21 14:16:26 main:574] : INFO : Epoch 1866 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 2015.75 ms [2021-01-21 14:16:28 main:574] : INFO : Epoch 1867 | loss: 0.031173 | val_loss: 0.031181 | Time: 1956.38 ms [2021-01-21 14:16:30 main:574] : INFO : Epoch 1868 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1931.97 ms [2021-01-21 14:16:32 main:574] : INFO : Epoch 1869 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 2017 ms [2021-01-21 14:16:34 main:574] : INFO : Epoch 1870 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1882.73 ms [2021-01-21 14:16:36 main:574] : INFO : Epoch 1871 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 1929.19 ms [2021-01-21 14:16:38 main:574] : INFO : Epoch 1872 | loss: 0.031173 | val_loss: 0.0311813 | Time: 2010.65 ms [2021-01-21 14:16:40 main:574] : INFO : Epoch 1873 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 1927.85 ms [2021-01-21 14:16:42 main:574] : INFO : Epoch 1874 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 1888.18 ms [2021-01-21 14:16:44 main:574] : INFO : Epoch 1875 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 1946.85 ms [2021-01-21 14:16:46 main:574] : INFO : Epoch 1876 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 1948.79 ms [2021-01-21 14:16:47 main:574] : INFO : Epoch 1877 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1942.44 ms [2021-01-21 14:16:50 main:574] : INFO : Epoch 1878 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 2011.91 ms [2021-01-21 14:16:51 main:574] : INFO : Epoch 1879 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 1862.09 ms [2021-01-21 14:16:53 main:574] : INFO : Epoch 1880 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1868.48 ms [2021-01-21 14:16:55 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311845 | Time: 1878.87 ms [2021-01-21 14:16:57 main:574] : INFO : Epoch 1882 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 1884.4 ms [2021-01-21 14:16:59 main:574] : INFO : Epoch 1883 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1966.44 ms [2021-01-21 14:17:01 main:574] : INFO : Epoch 1884 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 1893.57 ms [2021-01-21 14:17:03 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 1967.2 ms [2021-01-21 14:17:05 main:574] : INFO : Epoch 1886 | loss: 0.0311722 | val_loss: 0.0311809 | Time: 1924.31 ms [2021-01-21 14:17:07 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 1884.34 ms [2021-01-21 14:17:09 main:574] : INFO : Epoch 1888 | loss: 0.0311721 | val_loss: 0.031182 | Time: 1915.35 ms [2021-01-21 14:17:11 main:574] : INFO : Epoch 1889 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 2004.01 ms [2021-01-21 14:17:13 main:574] : INFO : Epoch 1890 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 1923.95 ms [2021-01-21 14:17:15 main:574] : INFO : Epoch 1891 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 2022 ms [2021-01-21 14:17:17 main:574] : INFO : Epoch 1892 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 1989.61 ms [2021-01-21 14:17:19 main:574] : INFO : Epoch 1893 | loss: 0.0311733 | val_loss: 0.0311821 | Time: 1909.99 ms [2021-01-21 14:17:21 main:574] : INFO : Epoch 1894 | loss: 0.0311728 | val_loss: 0.0311816 | Time: 1927.39 ms [2021-01-21 14:17:23 main:574] : INFO : Epoch 1895 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 1912.01 ms [2021-01-21 14:17:25 main:574] : INFO : Epoch 1896 | loss: 0.031173 | val_loss: 0.0311827 | Time: 1903.66 ms [2021-01-21 14:17:27 main:574] : INFO : Epoch 1897 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 1876.31 ms [2021-01-21 14:17:29 main:574] : INFO : Epoch 1898 | loss: 0.0311735 | val_loss: 0.0311851 | Time: 1970.3 ms [2021-01-21 14:17:31 main:574] : INFO : Epoch 1899 | loss: 0.0311738 | val_loss: 0.0311827 | Time: 1874.71 ms [2021-01-21 14:17:32 main:574] : INFO : Epoch 1900 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 1891.26 ms [2021-01-21 14:17:34 main:574] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 1954.2 ms [2021-01-21 14:17:36 main:574] : INFO : Epoch 1902 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1897.7 ms [2021-01-21 14:17:38 main:574] : INFO : Epoch 1903 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 1896.17 ms [2021-01-21 14:17:40 main:574] : INFO : Epoch 1904 | loss: 0.0311756 | val_loss: 0.0311845 | Time: 1990.38 ms [2021-01-21 14:17:42 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2006.62 ms [2021-01-21 14:17:44 main:574] : INFO : Epoch 1906 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 1862.48 ms [2021-01-21 14:17:46 main:574] : INFO : Epoch 1907 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 1874.84 ms [2021-01-21 14:17:48 main:574] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311816 | Time: 1883.16 ms [2021-01-21 14:17:50 main:574] : INFO : Epoch 1909 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 1875.29 ms [2021-01-21 14:17:52 main:574] : INFO : Epoch 1910 | loss: 0.0311727 | val_loss: 0.031181 | Time: 2031.11 ms [2021-01-21 14:17:54 main:574] : INFO : Epoch 1911 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 1891.77 ms [2021-01-21 14:17:56 main:574] : INFO : Epoch 1912 | loss: 0.0311727 | val_loss: 0.0311854 | Time: 1933.92 ms [2021-01-21 14:17:58 main:574] : INFO : Epoch 1913 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 1879.45 ms [2021-01-21 14:18:00 main:574] : INFO : Epoch 1914 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 1925.39 ms [2021-01-21 14:18:02 main:574] : INFO : Epoch 1915 | loss: 0.0311727 | val_loss: 0.031184 | Time: 1919.24 ms [2021-01-21 14:18:04 main:574] : INFO : Epoch 1916 | loss: 0.0311735 | val_loss: 0.031182 | Time: 1882.05 ms [2021-01-21 14:18:06 main:574] : INFO : Epoch 1917 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 2033.28 ms [2021-01-21 14:18:08 main:574] : INFO : Epoch 1918 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 1926.38 ms [2021-01-21 14:18:10 main:574] : INFO : Epoch 1919 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1898.17 ms [2021-01-21 14:18:11 main:574] : INFO : Epoch 1920 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 1912.93 ms [2021-01-21 14:18:13 main:574] : INFO : Epoch 1921 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 1864.81 ms [2021-01-21 14:18:15 main:574] : INFO : Epoch 1922 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 1994.71 ms [2021-01-21 14:18:17 main:574] : INFO : Epoch 1923 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1931.31 ms [2021-01-21 14:18:19 main:574] : INFO : Epoch 1924 | loss: 0.031174 | val_loss: 0.031183 | Time: 1911.41 ms [2021-01-21 14:18:21 main:574] : INFO : Epoch 1925 | loss: 0.0311736 | val_loss: 0.0311825 | Time: 1887.88 ms [2021-01-21 14:18:23 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 1935.79 ms [2021-01-21 14:18:25 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.0311837 | Time: 1968.47 ms [2021-01-21 14:18:27 main:574] : INFO : Epoch 1928 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 1944.92 ms [2021-01-21 14:18:29 main:574] : INFO : Epoch 1929 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1869.22 ms [2021-01-21 14:18:31 main:574] : INFO : Epoch 1930 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1890.39 ms [2021-01-21 14:18:33 main:574] : INFO : Epoch 1931 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 2016.58 ms [2021-01-21 14:18:35 main:574] : INFO : Epoch 1932 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 1879.08 ms [2021-01-21 14:18:37 main:574] : INFO : Epoch 1933 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 1964.87 ms [2021-01-21 14:18:39 main:574] : INFO : Epoch 1934 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1983.72 ms [2021-01-21 14:18:41 main:574] : INFO : Epoch 1935 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 1890.65 ms [2021-01-21 14:18:43 main:574] : INFO : Epoch 1936 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 1867.12 ms [2021-01-21 14:18:45 main:574] : INFO : Epoch 1937 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 1902.95 ms [2021-01-21 14:18:47 main:574] : INFO : Epoch 1938 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 1991.55 ms [2021-01-21 14:18:49 main:574] : INFO : Epoch 1939 | loss: 0.0311742 | val_loss: 0.031181 | Time: 1863.9 ms [2021-01-21 14:18:51 main:574] : INFO : Epoch 1940 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 1925.73 ms [2021-01-21 14:18:53 main:574] : INFO : Epoch 1941 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 1931.51 ms [2021-01-21 14:18:54 main:574] : INFO : Epoch 1942 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 1871.68 ms [2021-01-21 14:18:56 main:574] : INFO : Epoch 1943 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 1892.49 ms [2021-01-21 14:18:58 main:574] : INFO : Epoch 1944 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 1965.95 ms [2021-01-21 14:19:00 main:574] : INFO : Epoch 1945 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 1951.72 ms [2021-01-21 14:19:02 main:574] : INFO : Epoch 1946 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1850.44 ms [2021-01-21 14:19:04 main:574] : INFO : Epoch 1947 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 1852.28 ms [2021-01-21 14:19:06 main:574] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311838 | Time: 1880.67 ms [2021-01-21 14:19:08 main:574] : INFO : Epoch 1949 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1876.64 ms [2021-01-21 14:19:10 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.031182 | Time: 1972.46 ms [2021-01-21 14:19:12 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 1956.48 ms [2021-01-21 14:19:14 main:574] : INFO : Epoch 1952 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 1875.97 ms [2021-01-21 14:19:16 main:574] : INFO : Epoch 1953 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 2003.07 ms [2021-01-21 14:19:18 main:574] : INFO : Epoch 1954 | loss: 0.0311723 | val_loss: 0.031184 | Time: 2011.34 ms [2021-01-21 14:19:20 main:574] : INFO : Epoch 1955 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1874.51 ms [2021-01-21 14:19:22 main:574] : INFO : Epoch 1956 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1911.61 ms [2021-01-21 14:19:24 main:574] : INFO : Epoch 1957 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1907.01 ms [2021-01-21 14:19:26 main:574] : INFO : Epoch 1958 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1889.67 ms [2021-01-21 14:19:27 main:574] : INFO : Epoch 1959 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 1890.99 ms [2021-01-21 14:19:29 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 1857.02 ms [2021-01-21 14:19:31 main:574] : INFO : Epoch 1961 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 1925.35 ms [2021-01-21 14:19:33 main:574] : INFO : Epoch 1962 | loss: 0.0311752 | val_loss: 0.0311849 | Time: 1897.84 ms [2021-01-21 14:19:35 main:574] : INFO : Epoch 1963 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 2063.52 ms [2021-01-21 14:19:37 main:574] : INFO : Epoch 1964 | loss: 0.0311725 | val_loss: 0.03118 | Time: 1910.93 ms [2021-01-21 14:19:39 main:574] : INFO : Epoch 1965 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 1954.12 ms [2021-01-21 14:19:41 main:574] : INFO : Epoch 1966 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 1883.76 ms [2021-01-21 14:19:43 main:574] : INFO : Epoch 1967 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 1885.21 ms [2021-01-21 14:19:45 main:574] : INFO : Epoch 1968 | loss: 0.0311726 | val_loss: 0.0311829 | Time: 2098.54 ms [2021-01-21 14:19:47 main:574] : INFO : Epoch 1969 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 1864.49 ms [2021-01-21 14:19:49 main:574] : INFO : Epoch 1970 | loss: 0.0311723 | val_loss: 0.0311846 | Time: 1884.74 ms [2021-01-21 14:19:51 main:574] : INFO : Epoch 1971 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 1858.64 ms [2021-01-21 14:19:53 main:574] : INFO : Epoch 1972 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 1869.22 ms [2021-01-21 14:19:55 main:574] : INFO : Epoch 1973 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 1951.01 ms [2021-01-21 14:19:57 main:574] : INFO : Epoch 1974 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 1880.26 ms [2021-01-21 14:19:59 main:574] : INFO : Epoch 1975 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 1928.53 ms [2021-01-21 14:20:01 main:574] : INFO : Epoch 1976 | loss: 0.031172 | val_loss: 0.0311817 | Time: 1953.53 ms [2021-01-21 14:20:03 main:574] : INFO : Epoch 1977 | loss: 0.0311758 | val_loss: 0.0311882 | Time: 1913.38 ms [2021-01-21 14:20:05 main:574] : INFO : Epoch 1978 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 1924.2 ms [2021-01-21 14:20:06 main:574] : INFO : Epoch 1979 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 1874.38 ms [2021-01-21 14:20:08 main:574] : INFO : Epoch 1980 | loss: 0.0311758 | val_loss: 0.0311848 | Time: 1893.31 ms [2021-01-21 14:20:10 main:574] : INFO : Epoch 1981 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1875.7 ms [2021-01-21 14:20:12 main:574] : INFO : Epoch 1982 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 1909.82 ms [2021-01-21 14:20:14 main:574] : INFO : Epoch 1983 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 1867.69 ms [2021-01-21 14:20:16 main:574] : INFO : Epoch 1984 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 1907.84 ms [2021-01-21 14:20:18 main:574] : INFO : Epoch 1985 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 1890.65 ms [2021-01-21 14:20:20 main:574] : INFO : Epoch 1986 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 1982.44 ms [2021-01-21 14:20:22 main:574] : INFO : Epoch 1987 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 1917.86 ms [2021-01-21 14:20:24 main:574] : INFO : Epoch 1988 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 1952.97 ms [2021-01-21 14:20:26 main:574] : INFO : Epoch 1989 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 1883.41 ms [2021-01-21 14:20:28 main:574] : INFO : Epoch 1990 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 1926.07 ms [2021-01-21 14:20:30 main:574] : INFO : Epoch 1991 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 1935.24 ms [2021-01-21 14:20:32 main:574] : INFO : Epoch 1992 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1875.45 ms [2021-01-21 14:20:33 main:574] : INFO : Epoch 1993 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 1879.06 ms [2021-01-21 14:20:35 main:574] : INFO : Epoch 1994 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1910.53 ms [2021-01-21 14:20:37 main:574] : INFO : Epoch 1995 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 2031.53 ms [2021-01-21 14:20:39 main:574] : INFO : Epoch 1996 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 1894.31 ms [2021-01-21 14:20:41 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.0311818 | Time: 1926.45 ms [2021-01-21 14:20:43 main:574] : INFO : Epoch 1998 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 1972.2 ms [2021-01-21 14:20:45 main:574] : INFO : Epoch 1999 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 1928.58 ms [2021-01-21 14:20:47 main:574] : INFO : Epoch 2000 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 1880.69 ms [2021-01-21 14:20:49 main:574] : INFO : Epoch 2001 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1946.53 ms [2021-01-21 14:20:51 main:574] : INFO : Epoch 2002 | loss: 0.0311776 | val_loss: 0.031183 | Time: 1901.19 ms [2021-01-21 14:20:53 main:574] : INFO : Epoch 2003 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 1905 ms [2021-01-21 14:20:55 main:574] : INFO : Epoch 2004 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 1954.54 ms [2021-01-21 14:20:57 main:574] : INFO : Epoch 2005 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 1934.42 ms [2021-01-21 14:20:59 main:574] : INFO : Epoch 2006 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1919.52 ms [2021-01-21 14:21:01 main:574] : INFO : Epoch 2007 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 2111.7 ms [2021-01-21 14:21:03 main:574] : INFO : Epoch 2008 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1930.46 ms [2021-01-21 14:21:05 main:574] : INFO : Epoch 2009 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 1879.9 ms [2021-01-21 14:21:07 main:574] : INFO : Epoch 2010 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1859.89 ms [2021-01-21 14:21:09 main:574] : INFO : Epoch 2011 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 1875.9 ms [2021-01-21 14:21:11 main:574] : INFO : Epoch 2012 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1889.58 ms [2021-01-21 14:21:13 main:574] : INFO : Epoch 2013 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 1968.02 ms [2021-01-21 14:21:15 main:574] : INFO : Epoch 2014 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1900.78 ms [2021-01-21 14:21:17 main:574] : INFO : Epoch 2015 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1897.1 ms [2021-01-21 14:21:18 main:574] : INFO : Epoch 2016 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1908.34 ms [2021-01-21 14:21:20 main:574] : INFO : Epoch 2017 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1882.72 ms [2021-01-21 14:21:22 main:574] : INFO : Epoch 2018 | loss: 0.0311789 | val_loss: 0.0311899 | Time: 1920.08 ms [2021-01-21 14:21:24 main:574] : INFO : Epoch 2019 | loss: 0.0311808 | val_loss: 0.031181 | Time: 1882.5 ms [2021-01-21 14:21:26 main:574] : INFO : Epoch 2020 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1886.34 ms [2021-01-21 14:21:28 main:574] : INFO : Epoch 2021 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 1898.84 ms [2021-01-21 14:21:30 main:574] : INFO : Epoch 2022 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 1895.12 ms [2021-01-21 14:21:32 main:574] : INFO : Epoch 2023 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 1896.32 ms [2021-01-21 14:21:34 main:574] : INFO : Epoch 2024 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2025.53 ms [2021-01-21 14:21:36 main:574] : INFO : Epoch 2025 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 1870.02 ms [2021-01-21 14:21:38 main:574] : INFO : Epoch 2026 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2019.77 ms [2021-01-21 14:21:40 main:574] : INFO : Epoch 2027 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 1893.43 ms [2021-01-21 14:21:42 main:574] : INFO : Epoch 2028 | loss: 0.0311754 | val_loss: 0.031181 | Time: 1871.91 ms [2021-01-21 14:21:44 main:574] : INFO : Epoch 2029 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 1919.19 ms [2021-01-21 14:21:46 main:574] : INFO : Epoch 2030 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 2007.55 ms [2021-01-21 14:21:48 main:574] : INFO : Epoch 2031 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 1895.56 ms [2021-01-21 14:21:50 main:574] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2020.47 ms [2021-01-21 14:21:52 main:574] : INFO : Epoch 2033 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 2010.44 ms [2021-01-21 14:21:54 main:574] : INFO : Epoch 2034 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 1926.02 ms [2021-01-21 14:21:56 main:574] : INFO : Epoch 2035 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 1877.99 ms [2021-01-21 14:21:58 main:574] : INFO : Epoch 2036 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 1917.99 ms [2021-01-21 14:22:00 main:574] : INFO : Epoch 2037 | loss: 0.031175 | val_loss: 0.0311817 | Time: 1934.74 ms [2021-01-21 14:22:02 main:574] : INFO : Epoch 2038 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1919.51 ms [2021-01-21 14:22:03 main:574] : INFO : Epoch 2039 | loss: 0.0311764 | val_loss: 0.0311847 | Time: 1900.31 ms [2021-01-21 14:22:05 main:574] : INFO : Epoch 2040 | loss: 0.0311772 | val_loss: 0.031182 | Time: 1870.81 ms [2021-01-21 14:22:07 main:574] : INFO : Epoch 2041 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 1909.03 ms [2021-01-21 14:22:09 main:574] : INFO : Epoch 2042 | loss: 0.031175 | val_loss: 0.0311818 | Time: 1932.46 ms [2021-01-21 14:22:11 main:574] : INFO : Epoch 2043 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 1870.97 ms [2021-01-21 14:22:13 main:574] : INFO : Epoch 2044 | loss: 0.0311761 | val_loss: 0.0311852 | Time: 1870.82 ms [2021-01-21 14:22:15 main:574] : INFO : Epoch 2045 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 1867.62 ms [2021-01-21 14:22:17 main:574] : INFO : Epoch 2046 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 1915.16 ms [2021-01-21 14:22:19 main:574] : INFO : Epoch 2047 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 1855.21 ms [2021-01-21 14:22:21 main:574] : INFO : Epoch 2048 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 1972.86 ms [2021-01-21 14:22:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311827 [2021-01-21 14:22:21 main:603] : INFO : Saving end state to config to file [2021-01-21 14:22:21 main:608] : INFO : Success, exiting.. 14:22:21 (1240): 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)