Task 14543857
| Name | ParityModified-1647046530-4737-3-0_0 |
| Workunit | 11574843 |
| Created | 7 Apr 2022, 19:16:10 UTC |
| Sent | 10 Apr 2022, 12:01:42 UTC |
| Report deadline | 18 Apr 2022, 12:01:42 UTC |
| Received | 10 Apr 2022, 14:18:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 9 min 50 sec |
| CPU time | 1 hours 2 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 1804.46 ms [2022-04-10 15:00:56 main:574] : INFO : Epoch 1543 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1920.86 ms [2022-04-10 15:00:58 main:574] : INFO : Epoch 1544 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 1881.67 ms [2022-04-10 15:01:00 main:574] : INFO : Epoch 1545 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 1974.96 ms [2022-04-10 15:01:01 main:574] : INFO : Epoch 1546 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 1887.15 ms [2022-04-10 15:01:03 main:574] : INFO : Epoch 1547 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1856.67 ms [2022-04-10 15:01:05 main:574] : INFO : Epoch 1548 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 1860.93 ms [2022-04-10 15:01:07 main:574] : INFO : Epoch 1549 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 1817.06 ms [2022-04-10 15:01:09 main:574] : INFO : Epoch 1550 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 1933.34 ms [2022-04-10 15:01:11 main:574] : INFO : Epoch 1551 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 1942.37 ms [2022-04-10 15:01:13 main:574] : INFO : Epoch 1552 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1881.29 ms [2022-04-10 15:01:15 main:574] : INFO : Epoch 1553 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 1922.5 ms [2022-04-10 15:01:17 main:574] : INFO : Epoch 1554 | loss: 0.031185 | val_loss: 0.0311866 | Time: 1880.8 ms [2022-04-10 15:01:19 main:574] : INFO : Epoch 1555 | loss: 0.0311852 | val_loss: 0.0311862 | Time: 1828.51 ms [2022-04-10 15:01:20 main:574] : INFO : Epoch 1556 | loss: 0.0311849 | val_loss: 0.0311866 | Time: 1803.32 ms [2022-04-10 15:01:22 main:574] : INFO : Epoch 1557 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1811.31 ms [2022-04-10 15:01:24 main:574] : INFO : Epoch 1558 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1899.71 ms [2022-04-10 15:01:26 main:574] : INFO : Epoch 1559 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1941.2 ms [2022-04-10 15:01:28 main:574] : INFO : Epoch 1560 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 1905.04 ms [2022-04-10 15:01:30 main:574] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.0311855 | Time: 1837.75 ms [2022-04-10 15:01:32 main:574] : INFO : Epoch 1562 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 1794.08 ms [2022-04-10 15:01:34 main:574] : INFO : Epoch 1563 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 1905.53 ms [2022-04-10 15:01:36 main:574] : INFO : Epoch 1564 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1847.26 ms [2022-04-10 15:01:38 main:574] : INFO : Epoch 1565 | loss: 0.0311849 | val_loss: 0.0311857 | Time: 1944.74 ms [2022-04-10 15:01:40 main:574] : INFO : Epoch 1566 | loss: 0.031186 | val_loss: 0.0311852 | Time: 1889.05 ms [2022-04-10 15:01:42 main:574] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1815.34 ms [2022-04-10 15:01:43 main:574] : INFO : Epoch 1568 | loss: 0.0311852 | val_loss: 0.0311861 | Time: 1872.52 ms [2022-04-10 15:01:45 main:574] : INFO : Epoch 1569 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 1856.32 ms [2022-04-10 15:01:47 main:574] : INFO : Epoch 1570 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 1901.44 ms [2022-04-10 15:01:49 main:574] : INFO : Epoch 1571 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 1928.96 ms [2022-04-10 15:01:51 main:574] : INFO : Epoch 1572 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1842.24 ms [2022-04-10 15:01:53 main:574] : INFO : Epoch 1573 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 1767.66 ms [2022-04-10 15:01:55 main:574] : INFO : Epoch 1574 | loss: 0.0311852 | val_loss: 0.0311861 | Time: 1845.71 ms [2022-04-10 15:01:57 main:574] : INFO : Epoch 1575 | loss: 0.0311856 | val_loss: 0.0311859 | Time: 1874.24 ms [2022-04-10 15:01:59 main:574] : INFO : Epoch 1576 | loss: 0.0311854 | val_loss: 0.031186 | Time: 1935.36 ms [2022-04-10 15:02:01 main:574] : INFO : Epoch 1577 | loss: 0.031185 | val_loss: 0.0311854 | Time: 1855.41 ms [2022-04-10 15:02:02 main:574] : INFO : Epoch 1578 | loss: 0.0311849 | val_loss: 0.031186 | Time: 1801.73 ms [2022-04-10 15:02:04 main:574] : INFO : Epoch 1579 | loss: 0.031185 | val_loss: 0.0311854 | Time: 1871.33 ms [2022-04-10 15:02:06 main:574] : INFO : Epoch 1580 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 1858.82 ms [2022-04-10 15:02:08 main:574] : INFO : Epoch 1581 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 1802.23 ms [2022-04-10 15:02:10 main:574] : INFO : Epoch 1582 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 1922.36 ms [2022-04-10 15:02:12 main:574] : INFO : Epoch 1583 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 1828.5 ms [2022-04-10 15:02:14 main:574] : INFO : Epoch 1584 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 1773.02 ms [2022-04-10 15:02:16 main:574] : INFO : Epoch 1585 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 1895.83 ms [2022-04-10 15:02:18 main:574] : INFO : Epoch 1586 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 1974.23 ms [2022-04-10 15:02:19 main:574] : INFO : Epoch 1587 | loss: 0.0311837 | val_loss: 0.0311858 | Time: 1820.4 ms [2022-04-10 15:02:21 main:574] : INFO : Epoch 1588 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 1860.76 ms [2022-04-10 15:02:23 main:574] : INFO : Epoch 1589 | loss: 0.031185 | val_loss: 0.0311854 | Time: 1874.07 ms [2022-04-10 15:02:25 main:574] : INFO : Epoch 1590 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 1851.61 ms [2022-04-10 15:02:27 main:574] : INFO : Epoch 1591 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 1850.54 ms [2022-04-10 15:02:29 main:574] : INFO : Epoch 1592 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 1848.6 ms [2022-04-10 15:02:31 main:574] : INFO : Epoch 1593 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 1954.04 ms [2022-04-10 15:02:33 main:574] : INFO : Epoch 1594 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 1820.59 ms [2022-04-10 15:02:35 main:574] : INFO : Epoch 1595 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 1862.67 ms [2022-04-10 15:02:37 main:574] : INFO : Epoch 1596 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 1930.43 ms [2022-04-10 15:02:39 main:574] : INFO : Epoch 1597 | loss: 0.0311867 | val_loss: 0.0311849 | Time: 1906.45 ms [2022-04-10 15:02:41 main:574] : INFO : Epoch 1598 | loss: 0.031186 | val_loss: 0.031185 | Time: 1945.54 ms [2022-04-10 15:02:42 main:574] : INFO : Epoch 1599 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 1863.74 ms [2022-04-10 15:02:44 main:574] : INFO : Epoch 1600 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1909.59 ms [2022-04-10 15:02:46 main:574] : INFO : Epoch 1601 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 1940.37 ms [2022-04-10 15:02:48 main:574] : INFO : Epoch 1602 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 1984.02 ms [2022-04-10 15:02:50 main:574] : INFO : Epoch 1603 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 1980.89 ms [2022-04-10 15:02:52 main:574] : INFO : Epoch 1604 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 1866.54 ms [2022-04-10 15:02:54 main:574] : INFO : Epoch 1605 | loss: 0.0311857 | val_loss: 0.0311851 | Time: 1803.34 ms [2022-04-10 15:02:56 main:574] : INFO : Epoch 1606 | loss: 0.0311862 | val_loss: 0.0311854 | Time: 1813.06 ms [2022-04-10 15:02:58 main:574] : INFO : Epoch 1607 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 1885.85 ms [2022-04-10 15:03:00 main:574] : INFO : Epoch 1608 | loss: 0.031187 | val_loss: 0.0311863 | Time: 1821.32 ms [2022-04-10 15:03:02 main:574] : INFO : Epoch 1609 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 1864.62 ms [2022-04-10 15:03:03 main:574] : INFO : Epoch 1610 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 1816.11 ms [2022-04-10 15:03:05 main:574] : INFO : Epoch 1611 | loss: 0.0311848 | val_loss: 0.031185 | Time: 1859.28 ms [2022-04-10 15:03:07 main:574] : INFO : Epoch 1612 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1842.76 ms [2022-04-10 15:03:09 main:574] : INFO : Epoch 1613 | loss: 0.0311847 | val_loss: 0.031186 | Time: 1881.53 ms [2022-04-10 15:03:11 main:574] : INFO : Epoch 1614 | loss: 0.0311846 | val_loss: 0.0311867 | Time: 1874.88 ms [2022-04-10 15:03:13 main:574] : INFO : Epoch 1615 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1802.84 ms [2022-04-10 15:03:15 main:574] : INFO : Epoch 1616 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 1845.55 ms [2022-04-10 15:03:16 main:574] : INFO : Epoch 1617 | loss: 0.0311849 | val_loss: 0.031187 | Time: 1758.94 ms [2022-04-10 15:03:18 main:574] : INFO : Epoch 1618 | loss: 0.0311855 | val_loss: 0.031187 | Time: 1926.11 ms [2022-04-10 15:03:20 main:574] : INFO : Epoch 1619 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1844.69 ms [2022-04-10 15:03:22 main:574] : INFO : Epoch 1620 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 1896.71 ms [2022-04-10 15:03:24 main:574] : INFO : Epoch 1621 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1882.98 ms [2022-04-10 15:03:26 main:574] : INFO : Epoch 1622 | loss: 0.0311854 | val_loss: 0.031186 | Time: 1833.34 ms [2022-04-10 15:03:28 main:574] : INFO : Epoch 1623 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 1915.59 ms [2022-04-10 15:03:30 main:574] : INFO : Epoch 1624 | loss: 0.031185 | val_loss: 0.0311859 | Time: 1958.92 ms [2022-04-10 15:03:32 main:574] : INFO : Epoch 1625 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 1819.52 ms [2022-04-10 15:03:34 main:574] : INFO : Epoch 1626 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 1890.54 ms [2022-04-10 15:03:36 main:574] : INFO : Epoch 1627 | loss: 0.0311838 | val_loss: 0.0311861 | Time: 1822.26 ms [2022-04-10 15:03:37 main:574] : INFO : Epoch 1628 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 1933.51 ms [2022-04-10 15:03:39 main:574] : INFO : Epoch 1629 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 1838.9 ms [2022-04-10 15:03:41 main:574] : INFO : Epoch 1630 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 1908.45 ms [2022-04-10 15:03:43 main:574] : INFO : Epoch 1631 | loss: 0.0311842 | val_loss: 0.0311871 | Time: 1810.55 ms [2022-04-10 15:03:45 main:574] : INFO : Epoch 1632 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 1840.23 ms [2022-04-10 15:03:47 main:574] : INFO : Epoch 1633 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 1799.07 ms [2022-04-10 15:03:49 main:574] : INFO : Epoch 1634 | loss: 0.031184 | val_loss: 0.0311873 | Time: 1933.72 ms [2022-04-10 15:03:51 main:574] : INFO : Epoch 1635 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 1801.75 ms [2022-04-10 15:03:52 main:574] : INFO : Epoch 1636 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 1864.16 ms [2022-04-10 15:03:54 main:574] : INFO : Epoch 1637 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 1830.28 ms [2022-04-10 15:03:56 main:574] : INFO : Epoch 1638 | loss: 0.031184 | val_loss: 0.0311905 | Time: 1880.28 ms [2022-04-10 15:03:58 main:574] : INFO : Epoch 1639 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 1914.47 ms [2022-04-10 15:04:00 main:574] : INFO : Epoch 1640 | loss: 0.031184 | val_loss: 0.0311914 | Time: 1845.66 ms [2022-04-10 15:04:02 main:574] : INFO : Epoch 1641 | loss: 0.0311846 | val_loss: 0.031193 | Time: 1848.15 ms [2022-04-10 15:04:04 main:574] : INFO : Epoch 1642 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1778.44 ms [2022-04-10 15:04:06 main:574] : INFO : Epoch 1643 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1807.18 ms [2022-04-10 15:04:07 main:574] : INFO : Epoch 1644 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 1819.29 ms [2022-04-10 15:04:09 main:574] : INFO : Epoch 1645 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1883.91 ms [2022-04-10 15:04:11 main:574] : INFO : Epoch 1646 | loss: 0.0311844 | val_loss: 0.0311859 | Time: 1882.01 ms [2022-04-10 15:04:13 main:574] : INFO : Epoch 1647 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 1851.31 ms [2022-04-10 15:04:15 main:574] : INFO : Epoch 1648 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 1861.97 ms [2022-04-10 15:04:17 main:574] : INFO : Epoch 1649 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 1782.85 ms [2022-04-10 15:04:19 main:574] : INFO : Epoch 1650 | loss: 0.031185 | val_loss: 0.0311852 | Time: 1940.98 ms [2022-04-10 15:04:21 main:574] : INFO : Epoch 1651 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 1875.51 ms [2022-04-10 15:04:23 main:574] : INFO : Epoch 1652 | loss: 0.031184 | val_loss: 0.0311851 | Time: 1810.85 ms [2022-04-10 15:04:24 main:574] : INFO : Epoch 1653 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1787.84 ms [2022-04-10 15:04:26 main:574] : INFO : Epoch 1654 | loss: 0.031185 | val_loss: 0.0311874 | Time: 1837.42 ms [2022-04-10 15:04:28 main:574] : INFO : Epoch 1655 | loss: 0.0311857 | val_loss: 0.0311873 | Time: 1850.97 ms [2022-04-10 15:04:30 main:574] : INFO : Epoch 1656 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 2030.32 ms [2022-04-10 15:04:32 main:574] : INFO : Epoch 1657 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 1902.6 ms [2022-04-10 15:04:34 main:574] : INFO : Epoch 1658 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 1793.83 ms [2022-04-10 15:04:36 main:574] : INFO : Epoch 1659 | loss: 0.031184 | val_loss: 0.0311867 | Time: 1865.66 ms [2022-04-10 15:04:38 main:574] : INFO : Epoch 1660 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 1864.93 ms [2022-04-10 15:04:40 main:574] : INFO : Epoch 1661 | loss: 0.0311829 | val_loss: 0.0311859 | Time: 1852.9 ms [2022-04-10 15:04:41 main:574] : INFO : Epoch 1662 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 1865.05 ms [2022-04-10 15:04:43 main:574] : INFO : Epoch 1663 | loss: 0.031183 | val_loss: 0.0311851 | Time: 1803.31 ms [2022-04-10 15:04:45 main:574] : INFO : Epoch 1664 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 1971.98 ms [2022-04-10 15:04:47 main:574] : INFO : Epoch 1665 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 1801.1 ms [2022-04-10 15:04:49 main:574] : INFO : Epoch 1666 | loss: 0.0311849 | val_loss: 0.0311862 | Time: 1915.19 ms [2022-04-10 15:04:51 main:574] : INFO : Epoch 1667 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 1785.74 ms [2022-04-10 15:04:53 main:574] : INFO : Epoch 1668 | loss: 0.0311836 | val_loss: 0.0311871 | Time: 1787.85 ms [2022-04-10 15:04:54 main:574] : INFO : Epoch 1669 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1804.56 ms [2022-04-10 15:04:56 main:574] : INFO : Epoch 1670 | loss: 0.031183 | val_loss: 0.0311871 | Time: 1822.57 ms [2022-04-10 15:04:58 main:574] : INFO : Epoch 1671 | loss: 0.0311827 | val_loss: 0.0311859 | Time: 1818.23 ms [2022-04-10 15:05:00 main:574] : INFO : Epoch 1672 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 1945.37 ms [2022-04-10 15:05:02 main:574] : INFO : Epoch 1673 | loss: 0.0311833 | val_loss: 0.0311894 | Time: 1826.23 ms [2022-04-10 15:05:04 main:574] : INFO : Epoch 1674 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 1871.85 ms [2022-04-10 15:05:06 main:574] : INFO : Epoch 1675 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 1804.81 ms [2022-04-10 15:05:07 main:574] : INFO : Epoch 1676 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 1794.34 ms [2022-04-10 15:05:09 main:574] : INFO : Epoch 1677 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1892.13 ms [2022-04-10 15:05:11 main:574] : INFO : Epoch 1678 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 1839.41 ms [2022-04-10 15:05:13 main:574] : INFO : Epoch 1679 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1793.84 ms [2022-04-10 15:05:15 main:574] : INFO : Epoch 1680 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1831.1 ms [2022-04-10 15:05:17 main:574] : INFO : Epoch 1681 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1786.53 ms [2022-04-10 15:05:19 main:574] : INFO : Epoch 1682 | loss: 0.0311822 | val_loss: 0.031188 | Time: 1853.86 ms [2022-04-10 15:05:21 main:574] : INFO : Epoch 1683 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 1854.79 ms [2022-04-10 15:05:22 main:574] : INFO : Epoch 1684 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 1808.7 ms [2022-04-10 15:05:24 main:574] : INFO : Epoch 1685 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 1830.61 ms [2022-04-10 15:05:26 main:574] : INFO : Epoch 1686 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 1828.14 ms [2022-04-10 15:05:28 main:574] : INFO : Epoch 1687 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 1855.92 ms [2022-04-10 15:05:30 main:574] : INFO : Epoch 1688 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 1889.99 ms [2022-04-10 15:05:32 main:574] : INFO : Epoch 1689 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 1789.69 ms [2022-04-10 15:05:34 main:574] : INFO : Epoch 1690 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 1839.06 ms [2022-04-10 15:05:35 main:574] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1844.52 ms [2022-04-10 15:05:37 main:574] : INFO : Epoch 1692 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 1916.88 ms [2022-04-10 15:05:39 main:574] : INFO : Epoch 1693 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 1936.09 ms [2022-04-10 15:05:41 main:574] : INFO : Epoch 1694 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 1819.71 ms [2022-04-10 15:05:43 main:574] : INFO : Epoch 1695 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1964.43 ms [2022-04-10 15:05:45 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.031188 | Time: 1825.29 ms [2022-04-10 15:05:47 main:574] : INFO : Epoch 1697 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1825.6 ms [2022-04-10 15:05:49 main:574] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 1870.14 ms [2022-04-10 15:05:51 main:574] : INFO : Epoch 1699 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 1832.04 ms [2022-04-10 15:05:53 main:574] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 1839.42 ms [2022-04-10 15:05:55 main:574] : INFO : Epoch 1701 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1897.66 ms [2022-04-10 15:05:56 main:574] : INFO : Epoch 1702 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 1802.66 ms [2022-04-10 15:05:58 main:574] : INFO : Epoch 1703 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1810.77 ms [2022-04-10 15:06:00 main:574] : INFO : Epoch 1704 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 2076.43 ms [2022-04-10 15:06:02 main:574] : INFO : Epoch 1705 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1820.98 ms [2022-04-10 15:06:04 main:574] : INFO : Epoch 1706 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1816.35 ms [2022-04-10 15:06:06 main:574] : INFO : Epoch 1707 | loss: 0.0311724 | val_loss: 0.03118 | Time: 1781.63 ms [2022-04-10 15:06:08 main:574] : INFO : Epoch 1708 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1801.78 ms [2022-04-10 15:06:10 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.031182 | Time: 1906.56 ms [2022-04-10 15:06:12 main:574] : INFO : Epoch 1710 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 1875.48 ms [2022-04-10 15:06:13 main:574] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1819.5 ms [2022-04-10 15:06:15 main:574] : INFO : Epoch 1712 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 1794.7 ms [2022-04-10 15:06:17 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 1811.78 ms [2022-04-10 15:06:19 main:574] : INFO : Epoch 1714 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 1835.69 ms [2022-04-10 15:06:21 main:574] : INFO : Epoch 1715 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 1890.61 ms [2022-04-10 15:06:23 main:574] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1783.94 ms [2022-04-10 15:06:25 main:574] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 1902.74 ms [2022-04-10 15:06:26 main:574] : INFO : Epoch 1718 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 1860.3 ms [2022-04-10 15:06:28 main:574] : INFO : Epoch 1719 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 1843.94 ms [2022-04-10 15:06:30 main:574] : INFO : Epoch 1720 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1888.79 ms [2022-04-10 15:06:32 main:574] : INFO : Epoch 1721 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 1827.82 ms [2022-04-10 15:06:34 main:574] : INFO : Epoch 1722 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 1914.81 ms [2022-04-10 15:06:36 main:574] : INFO : Epoch 1723 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 1843.34 ms [2022-04-10 15:06:38 main:574] : INFO : Epoch 1724 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1862.22 ms [2022-04-10 15:06:40 main:574] : INFO : Epoch 1725 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2100.77 ms [2022-04-10 15:06:42 main:574] : INFO : Epoch 1726 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 1986.91 ms [2022-04-10 15:06:44 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 2156.13 ms [2022-04-10 15:06:46 main:574] : INFO : Epoch 1728 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1980.18 ms [2022-04-10 15:06:48 main:574] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311795 | Time: 1934.55 ms [2022-04-10 15:06:50 main:574] : INFO : Epoch 1730 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 1987 ms [2022-04-10 15:06:52 main:574] : INFO : Epoch 1731 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1854.47 ms [2022-04-10 15:06:54 main:574] : INFO : Epoch 1732 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1860.44 ms [2022-04-10 15:06:56 main:574] : INFO : Epoch 1733 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 1855.3 ms [2022-04-10 15:06:58 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311736 | Time: 1844.64 ms [2022-04-10 15:07:00 main:574] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311743 | Time: 1919.14 ms [2022-04-10 15:07:02 main:574] : INFO : Epoch 1736 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 1980.33 ms [2022-04-10 15:07:04 main:574] : INFO : Epoch 1737 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 1876.87 ms [2022-04-10 15:07:06 main:574] : INFO : Epoch 1738 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2016.58 ms [2022-04-10 15:07:07 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 1863.26 ms [2022-04-10 15:07:09 main:574] : INFO : Epoch 1740 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1842.22 ms [2022-04-10 15:07:11 main:574] : INFO : Epoch 1741 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 1911.7 ms [2022-04-10 15:07:13 main:574] : INFO : Epoch 1742 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1882.8 ms [2022-04-10 15:07:15 main:574] : INFO : Epoch 1743 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1887.21 ms [2022-04-10 15:07:17 main:574] : INFO : Epoch 1744 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1809.35 ms [2022-04-10 15:07:19 main:574] : INFO : Epoch 1745 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 1876.29 ms [2022-04-10 15:07:21 main:574] : INFO : Epoch 1746 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1913.74 ms [2022-04-10 15:07:23 main:574] : INFO : Epoch 1747 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1941.49 ms [2022-04-10 15:07:25 main:574] : INFO : Epoch 1748 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 1882.74 ms [2022-04-10 15:07:27 main:574] : INFO : Epoch 1749 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 1869.12 ms [2022-04-10 15:07:28 main:574] : INFO : Epoch 1750 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 1857.18 ms [2022-04-10 15:07:30 main:574] : INFO : Epoch 1751 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 1837.39 ms [2022-04-10 15:07:32 main:574] : INFO : Epoch 1752 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 1850.39 ms [2022-04-10 15:07:34 main:574] : INFO : Epoch 1753 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1906.07 ms [2022-04-10 15:07:36 main:574] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 1959.71 ms [2022-04-10 15:07:38 main:574] : INFO : Epoch 1755 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 1963.38 ms [2022-04-10 15:07:40 main:574] : INFO : Epoch 1756 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 1882.07 ms [2022-04-10 15:07:42 main:574] : INFO : Epoch 1757 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 1851.94 ms [2022-04-10 15:07:44 main:574] : INFO : Epoch 1758 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1811.59 ms [2022-04-10 15:07:46 main:574] : INFO : Epoch 1759 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1880.65 ms [2022-04-10 15:07:48 main:574] : INFO : Epoch 1760 | loss: 0.031167 | val_loss: 0.0311752 | Time: 1824.57 ms [2022-04-10 15:07:50 main:574] : INFO : Epoch 1761 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1833.64 ms [2022-04-10 15:07:52 main:574] : INFO : Epoch 1762 | loss: 0.031168 | val_loss: 0.0311745 | Time: 1881.6 ms [2022-04-10 15:07:54 main:574] : INFO : Epoch 1763 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 2075.02 ms [2022-04-10 15:07:56 main:574] : INFO : Epoch 1764 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 1813.4 ms [2022-04-10 15:07:58 main:574] : INFO : Epoch 1765 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1878.39 ms [2022-04-10 15:08:00 main:574] : INFO : Epoch 1766 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 1849.95 ms [2022-04-10 15:08:02 main:574] : INFO : Epoch 1767 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1968.06 ms [2022-04-10 15:08:03 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1849.34 ms [2022-04-10 15:08:05 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 1883.28 ms [2022-04-10 15:08:07 main:574] : INFO : Epoch 1770 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1931.78 ms [2022-04-10 15:08:09 main:574] : INFO : Epoch 1771 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 2010.41 ms [2022-04-10 15:08:11 main:574] : INFO : Epoch 1772 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 1934.26 ms [2022-04-10 15:08:13 main:574] : INFO : Epoch 1773 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 1903.41 ms [2022-04-10 15:08:15 main:574] : INFO : Epoch 1774 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1877.17 ms [2022-04-10 15:08:17 main:574] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1854.8 ms [2022-04-10 15:08:19 main:574] : INFO : Epoch 1776 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 1890.25 ms [2022-04-10 15:08:21 main:574] : INFO : Epoch 1777 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 1854.3 ms [2022-04-10 15:08:23 main:574] : INFO : Epoch 1778 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1889.43 ms [2022-04-10 15:08:25 main:574] : INFO : Epoch 1779 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2011.73 ms [2022-04-10 15:08:27 main:574] : INFO : Epoch 1780 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 1879.1 ms [2022-04-10 15:08:29 main:574] : INFO : Epoch 1781 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 1856.86 ms [2022-04-10 15:08:30 main:574] : INFO : Epoch 1782 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1878.61 ms [2022-04-10 15:08:32 main:574] : INFO : Epoch 1783 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 1966.1 ms [2022-04-10 15:08:34 main:574] : INFO : Epoch 1784 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1867.22 ms [2022-04-10 15:08:36 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1827.71 ms [2022-04-10 15:08:38 main:574] : INFO : Epoch 1786 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1825.89 ms [2022-04-10 15:08:40 main:574] : INFO : Epoch 1787 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1882.48 ms [2022-04-10 15:08:42 main:574] : INFO : Epoch 1788 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 1869.03 ms [2022-04-10 15:08:44 main:574] : INFO : Epoch 1789 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1953.51 ms [2022-04-10 15:08:46 main:574] : INFO : Epoch 1790 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1929.79 ms [2022-04-10 15:08:48 main:574] : INFO : Epoch 1791 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1862.63 ms [2022-04-10 15:08:50 main:574] : INFO : Epoch 1792 | loss: 0.031171 | val_loss: 0.0311746 | Time: 1894.64 ms [2022-04-10 15:08:51 main:574] : INFO : Epoch 1793 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1819.09 ms [2022-04-10 15:08:53 main:574] : INFO : Epoch 1794 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 1835.3 ms [2022-04-10 15:08:55 main:574] : INFO : Epoch 1795 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 1994.49 ms [2022-04-10 15:08:57 main:574] : INFO : Epoch 1796 | loss: 0.0311702 | val_loss: 0.031179 | Time: 1900.17 ms [2022-04-10 15:08:59 main:574] : INFO : Epoch 1797 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 1849.29 ms [2022-04-10 15:09:01 main:574] : INFO : Epoch 1798 | loss: 0.0311731 | val_loss: 0.0311849 | Time: 1838.83 ms [2022-04-10 15:09:03 main:574] : INFO : Epoch 1799 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 2016.63 ms [2022-04-10 15:09:05 main:574] : INFO : Epoch 1800 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1848.97 ms [2022-04-10 15:09:07 main:574] : INFO : Epoch 1801 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1855.32 ms [2022-04-10 15:09:09 main:574] : INFO : Epoch 1802 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 1902.43 ms [2022-04-10 15:09:11 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.0311869 | Time: 1827.07 ms [2022-04-10 15:09:13 main:574] : INFO : Epoch 1804 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 1970.46 ms [2022-04-10 15:09:15 main:574] : INFO : Epoch 1805 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 1879.27 ms [2022-04-10 15:09:16 main:574] : INFO : Epoch 1806 | loss: 0.0311762 | val_loss: 0.0311855 | Time: 1920.08 ms [2022-04-10 15:09:18 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 1905.62 ms [2022-04-10 15:09:20 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 1951.34 ms [2022-04-10 15:09:22 main:574] : INFO : Epoch 1809 | loss: 0.031175 | val_loss: 0.0311829 | Time: 1945.69 ms [2022-04-10 15:09:24 main:574] : INFO : Epoch 1810 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 1871.29 ms [2022-04-10 15:09:26 main:574] : INFO : Epoch 1811 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 1817.86 ms [2022-04-10 15:09:28 main:574] : INFO : Epoch 1812 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1796.86 ms [2022-04-10 15:09:30 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 1835.12 ms [2022-04-10 15:09:32 main:574] : INFO : Epoch 1814 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 1926.53 ms [2022-04-10 15:09:34 main:574] : INFO : Epoch 1815 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2073.67 ms [2022-04-10 15:09:36 main:574] : INFO : Epoch 1816 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1988.16 ms [2022-04-10 15:09:38 main:574] : INFO : Epoch 1817 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 2033.46 ms [2022-04-10 15:09:40 main:574] : INFO : Epoch 1818 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 1998.78 ms [2022-04-10 15:09:42 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.031181 | Time: 2024.01 ms [2022-04-10 15:09:44 main:574] : INFO : Epoch 1820 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 2148.68 ms [2022-04-10 15:09:46 main:574] : INFO : Epoch 1821 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 1974.93 ms [2022-04-10 15:09:48 main:574] : INFO : Epoch 1822 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 2023.08 ms [2022-04-10 15:09:50 main:574] : INFO : Epoch 1823 | loss: 0.0311803 | val_loss: 0.0311781 | Time: 1958.66 ms [2022-04-10 15:09:53 main:574] : INFO : Epoch 1824 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 2026.25 ms [2022-04-10 15:09:55 main:574] : INFO : Epoch 1825 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 2046.47 ms [2022-04-10 15:09:57 main:574] : INFO : Epoch 1826 | loss: 0.0311759 | val_loss: 0.031177 | Time: 2002.07 ms [2022-04-10 15:09:59 main:574] : INFO : Epoch 1827 | loss: 0.031174 | val_loss: 0.0311782 | Time: 1974.15 ms [2022-04-10 15:10:01 main:574] : INFO : Epoch 1828 | loss: 0.0311738 | val_loss: 0.0311753 | Time: 1997.85 ms [2022-04-10 15:10:03 main:574] : INFO : Epoch 1829 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 2086.12 ms [2022-04-10 15:10:05 main:574] : INFO : Epoch 1830 | loss: 0.0311763 | val_loss: 0.0311851 | Time: 2145.62 ms [2022-04-10 15:10:07 main:574] : INFO : Epoch 1831 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1997.88 ms [2022-04-10 15:10:09 main:574] : INFO : Epoch 1832 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 1988.99 ms [2022-04-10 15:10:11 main:574] : INFO : Epoch 1833 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 2073.76 ms [2022-04-10 15:10:13 main:574] : INFO : Epoch 1834 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 2146.9 ms [2022-04-10 15:10:15 main:574] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.031179 | Time: 2007.39 ms [2022-04-10 15:10:17 main:574] : INFO : Epoch 1836 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1950.04 ms [2022-04-10 15:10:19 main:574] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2078.27 ms [2022-04-10 15:10:22 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311767 | Time: 2050.64 ms [2022-04-10 15:10:24 main:574] : INFO : Epoch 1839 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 2180.9 ms [2022-04-10 15:10:26 main:574] : INFO : Epoch 1840 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1990.12 ms [2022-04-10 15:10:28 main:574] : INFO : Epoch 1841 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1987.65 ms [2022-04-10 15:10:30 main:574] : INFO : Epoch 1842 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 2103.74 ms [2022-04-10 15:10:32 main:574] : INFO : Epoch 1843 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 1966.34 ms [2022-04-10 15:10:34 main:574] : INFO : Epoch 1844 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 2059.6 ms [2022-04-10 15:10:36 main:574] : INFO : Epoch 1845 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 2156.89 ms [2022-04-10 15:10:38 main:574] : INFO : Epoch 1846 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 2023.02 ms [2022-04-10 15:10:40 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 2080.27 ms [2022-04-10 15:10:42 main:574] : INFO : Epoch 1848 | loss: 0.031173 | val_loss: 0.0311748 | Time: 1964.69 ms [2022-04-10 15:10:45 main:574] : INFO : Epoch 1849 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 2127.17 ms [2022-04-10 15:10:47 main:574] : INFO : Epoch 1850 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2053.44 ms [2022-04-10 15:10:49 main:574] : INFO : Epoch 1851 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1970.8 ms [2022-04-10 15:10:51 main:574] : INFO : Epoch 1852 | loss: 0.0311776 | val_loss: 0.031181 | Time: 2072.51 ms [2022-04-10 15:10:53 main:574] : INFO : Epoch 1853 | loss: 0.03118 | val_loss: 0.0311818 | Time: 1934.96 ms [2022-04-10 15:10:55 main:574] : INFO : Epoch 1854 | loss: 0.031183 | val_loss: 0.0311818 | Time: 2003.63 ms [2022-04-10 15:10:57 main:574] : INFO : Epoch 1855 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 1951.62 ms [2022-04-10 15:10:59 main:574] : INFO : Epoch 1856 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 1987.56 ms [2022-04-10 15:11:01 main:574] : INFO : Epoch 1857 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 2040.97 ms [2022-04-10 15:11:03 main:574] : INFO : Epoch 1858 | loss: 0.031182 | val_loss: 0.0311824 | Time: 2026.82 ms [2022-04-10 15:11:05 main:574] : INFO : Epoch 1859 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 2042.02 ms [2022-04-10 15:11:07 main:574] : INFO : Epoch 1860 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 2110.62 ms [2022-04-10 15:11:09 main:574] : INFO : Epoch 1861 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 2000.93 ms [2022-04-10 15:11:11 main:574] : INFO : Epoch 1862 | loss: 0.0311872 | val_loss: 0.031191 | Time: 2021.5 ms [2022-04-10 15:11:13 main:574] : INFO : Epoch 1863 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 1997.41 ms [2022-04-10 15:11:15 main:574] : INFO : Epoch 1864 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 2053.07 ms [2022-04-10 15:11:17 main:574] : INFO : Epoch 1865 | loss: 0.0311872 | val_loss: 0.0311899 | Time: 2010.62 ms [2022-04-10 15:11:19 main:574] : INFO : Epoch 1866 | loss: 0.031187 | val_loss: 0.0311854 | Time: 2018.84 ms [2022-04-10 15:11:21 main:574] : INFO : Epoch 1867 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 1951.06 ms [2022-04-10 15:11:23 main:574] : INFO : Epoch 1868 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2096.93 ms [2022-04-10 15:11:26 main:574] : INFO : Epoch 1869 | loss: 0.031192 | val_loss: 0.0311954 | Time: 2103.96 ms [2022-04-10 15:11:28 main:574] : INFO : Epoch 1870 | loss: 0.0311933 | val_loss: 0.0311922 | Time: 2030.75 ms [2022-04-10 15:11:30 main:574] : INFO : Epoch 1871 | loss: 0.0311909 | val_loss: 0.0311905 | Time: 2070.11 ms [2022-04-10 15:11:32 main:574] : INFO : Epoch 1872 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 2095.75 ms [2022-04-10 15:11:34 main:574] : INFO : Epoch 1873 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 2233.1 ms [2022-04-10 15:11:37 main:574] : INFO : Epoch 1874 | loss: 0.0311895 | val_loss: 0.0311881 | Time: 2416.74 ms [2022-04-10 15:11:39 main:574] : INFO : Epoch 1875 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 2004.25 ms [2022-04-10 15:11:41 main:574] : INFO : Epoch 1876 | loss: 0.0311923 | val_loss: 0.0311896 | Time: 2142.21 ms [2022-04-10 15:11:43 main:574] : INFO : Epoch 1877 | loss: 0.031192 | val_loss: 0.031188 | Time: 1927.73 ms [2022-04-10 15:11:45 main:574] : INFO : Epoch 1878 | loss: 0.031192 | val_loss: 0.0311872 | Time: 2198.53 ms [2022-04-10 15:11:47 main:574] : INFO : Epoch 1879 | loss: 0.0311925 | val_loss: 0.0311854 | Time: 2150.28 ms [2022-04-10 15:11:49 main:574] : INFO : Epoch 1880 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 2106.02 ms [2022-04-10 15:11:51 main:574] : INFO : Epoch 1881 | loss: 0.0311959 | val_loss: 0.0312007 | Time: 1991.85 ms [2022-04-10 15:11:53 main:574] : INFO : Epoch 1882 | loss: 0.0311978 | val_loss: 0.0311982 | Time: 1983.94 ms [2022-04-10 15:11:56 main:574] : INFO : Epoch 1883 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 2065.3 ms [2022-04-10 15:11:58 main:574] : INFO : Epoch 1884 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 2020.09 ms [2022-04-10 15:12:00 main:574] : INFO : Epoch 1885 | loss: 0.0311931 | val_loss: 0.0311962 | Time: 2014.19 ms [2022-04-10 15:12:02 main:574] : INFO : Epoch 1886 | loss: 0.0311936 | val_loss: 0.0311948 | Time: 2080.25 ms [2022-04-10 15:12:04 main:574] : INFO : Epoch 1887 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 2184.98 ms [2022-04-10 15:12:06 main:574] : INFO : Epoch 1888 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 2145.65 ms [2022-04-10 15:12:08 main:574] : INFO : Epoch 1889 | loss: 0.0311935 | val_loss: 0.0311927 | Time: 2035.49 ms [2022-04-10 15:12:10 main:574] : INFO : Epoch 1890 | loss: 0.031192 | val_loss: 0.0311953 | Time: 1958.95 ms [2022-04-10 15:12:12 main:574] : INFO : Epoch 1891 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 2084.12 ms [2022-04-10 15:12:14 main:574] : INFO : Epoch 1892 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 2215.49 ms [2022-04-10 15:12:17 main:574] : INFO : Epoch 1893 | loss: 0.0311923 | val_loss: 0.031192 | Time: 2060.86 ms [2022-04-10 15:12:19 main:574] : INFO : Epoch 1894 | loss: 0.0311951 | val_loss: 0.0311937 | Time: 2081.81 ms [2022-04-10 15:12:21 main:574] : INFO : Epoch 1895 | loss: 0.0311928 | val_loss: 0.0311907 | Time: 1858.56 ms [2022-04-10 15:12:22 main:574] : INFO : Epoch 1896 | loss: 0.031189 | val_loss: 0.0311905 | Time: 1828.78 ms [2022-04-10 15:12:24 main:574] : INFO : Epoch 1897 | loss: 0.0311915 | val_loss: 0.0311928 | Time: 1834.2 ms [2022-04-10 15:12:26 main:574] : INFO : Epoch 1898 | loss: 0.0311921 | val_loss: 0.0311943 | Time: 1850.84 ms [2022-04-10 15:12:28 main:574] : INFO : Epoch 1899 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 1850.27 ms [2022-04-10 15:12:30 main:574] : INFO : Epoch 1900 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 1840.09 ms [2022-04-10 15:12:32 main:574] : INFO : Epoch 1901 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 1821.71 ms [2022-04-10 15:12:34 main:574] : INFO : Epoch 1902 | loss: 0.0311936 | val_loss: 0.0311934 | Time: 1850.46 ms [2022-04-10 15:12:36 main:574] : INFO : Epoch 1903 | loss: 0.0311924 | val_loss: 0.031196 | Time: 1840.74 ms [2022-04-10 15:12:37 main:574] : INFO : Epoch 1904 | loss: 0.0311957 | val_loss: 0.0311938 | Time: 1870.85 ms [2022-04-10 15:12:39 main:574] : INFO : Epoch 1905 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 1977.95 ms [2022-04-10 15:12:41 main:574] : INFO : Epoch 1906 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 1889.51 ms [2022-04-10 15:12:43 main:574] : INFO : Epoch 1907 | loss: 0.0311913 | val_loss: 0.0311925 | Time: 1895.34 ms [2022-04-10 15:12:45 main:574] : INFO : Epoch 1908 | loss: 0.03119 | val_loss: 0.0311924 | Time: 1917.61 ms [2022-04-10 15:12:47 main:574] : INFO : Epoch 1909 | loss: 0.03119 | val_loss: 0.0311944 | Time: 1858.23 ms [2022-04-10 15:12:49 main:574] : INFO : Epoch 1910 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 1946.53 ms [2022-04-10 15:12:51 main:574] : INFO : Epoch 1911 | loss: 0.0311933 | val_loss: 0.0311973 | Time: 2002.82 ms [2022-04-10 15:12:53 main:574] : INFO : Epoch 1912 | loss: 0.031193 | val_loss: 0.0311991 | Time: 1995.06 ms [2022-04-10 15:12:55 main:574] : INFO : Epoch 1913 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 2073.8 ms [2022-04-10 15:12:57 main:574] : INFO : Epoch 1914 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 2114.33 ms [2022-04-10 15:12:59 main:574] : INFO : Epoch 1915 | loss: 0.0311931 | val_loss: 0.031195 | Time: 2031.76 ms [2022-04-10 15:13:01 main:574] : INFO : Epoch 1916 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 1982.11 ms [2022-04-10 15:13:03 main:574] : INFO : Epoch 1917 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 1969.18 ms [2022-04-10 15:13:06 main:574] : INFO : Epoch 1918 | loss: 0.0311919 | val_loss: 0.0311942 | Time: 2223.62 ms [2022-04-10 15:13:08 main:574] : INFO : Epoch 1919 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 1995.83 ms [2022-04-10 15:13:10 main:574] : INFO : Epoch 1920 | loss: 0.0311912 | val_loss: 0.0311978 | Time: 2089.73 ms [2022-04-10 15:13:12 main:574] : INFO : Epoch 1921 | loss: 0.0311922 | val_loss: 0.0311942 | Time: 2015.62 ms [2022-04-10 15:13:14 main:574] : INFO : Epoch 1922 | loss: 0.0311902 | val_loss: 0.031195 | Time: 2017.5 ms [2022-04-10 15:13:16 main:574] : INFO : Epoch 1923 | loss: 0.0311894 | val_loss: 0.0312011 | Time: 2082.72 ms [2022-04-10 15:13:18 main:574] : INFO : Epoch 1924 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 1967.59 ms [2022-04-10 15:13:20 main:574] : INFO : Epoch 1925 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 2101.33 ms [2022-04-10 15:13:22 main:574] : INFO : Epoch 1926 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 2065.26 ms [2022-04-10 15:13:24 main:574] : INFO : Epoch 1927 | loss: 0.031188 | val_loss: 0.0311928 | Time: 1985.28 ms [2022-04-10 15:13:26 main:574] : INFO : Epoch 1928 | loss: 0.0311874 | val_loss: 0.0311942 | Time: 2106.42 ms [2022-04-10 15:13:28 main:574] : INFO : Epoch 1929 | loss: 0.0311891 | val_loss: 0.0311919 | Time: 2058.45 ms [2022-04-10 15:13:31 main:574] : INFO : Epoch 1930 | loss: 0.0311878 | val_loss: 0.0311936 | Time: 2135.03 ms [2022-04-10 15:13:33 main:574] : INFO : Epoch 1931 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1994.17 ms [2022-04-10 15:13:35 main:574] : INFO : Epoch 1932 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 2181.5 ms [2022-04-10 15:13:37 main:574] : INFO : Epoch 1933 | loss: 0.0311882 | val_loss: 0.0311936 | Time: 2128.9 ms [2022-04-10 15:13:39 main:574] : INFO : Epoch 1934 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 2006.4 ms [2022-04-10 15:13:41 main:574] : INFO : Epoch 1935 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 2011.69 ms [2022-04-10 15:13:43 main:574] : INFO : Epoch 1936 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 2002.41 ms [2022-04-10 15:13:45 main:574] : INFO : Epoch 1937 | loss: 0.0311871 | val_loss: 0.031192 | Time: 2245.14 ms [2022-04-10 15:13:48 main:574] : INFO : Epoch 1938 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 2115.42 ms [2022-04-10 15:13:50 main:574] : INFO : Epoch 1939 | loss: 0.031186 | val_loss: 0.0311949 | Time: 2026.95 ms [2022-04-10 15:13:52 main:574] : INFO : Epoch 1940 | loss: 0.03119 | val_loss: 0.0311949 | Time: 2255.34 ms [2022-04-10 15:13:54 main:574] : INFO : Epoch 1941 | loss: 0.03119 | val_loss: 0.0311977 | Time: 2038.03 ms [2022-04-10 15:13:56 main:574] : INFO : Epoch 1942 | loss: 0.0311944 | val_loss: 0.0311963 | Time: 2116.31 ms [2022-04-10 15:13:58 main:574] : INFO : Epoch 1943 | loss: 0.0311932 | val_loss: 0.0311948 | Time: 2016.3 ms [2022-04-10 15:14:00 main:574] : INFO : Epoch 1944 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 2125.32 ms [2022-04-10 15:14:02 main:574] : INFO : Epoch 1945 | loss: 0.0311897 | val_loss: 0.0311995 | Time: 1940.19 ms [2022-04-10 15:14:04 main:574] : INFO : Epoch 1946 | loss: 0.0311924 | val_loss: 0.0311897 | Time: 1979.28 ms [2022-04-10 15:14:07 main:574] : INFO : Epoch 1947 | loss: 0.0311887 | val_loss: 0.0311891 | Time: 2189.31 ms [2022-04-10 15:14:09 main:574] : INFO : Epoch 1948 | loss: 0.031188 | val_loss: 0.0311882 | Time: 2038.01 ms [2022-04-10 15:14:11 main:574] : INFO : Epoch 1949 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 2015.68 ms [2022-04-10 15:14:13 main:574] : INFO : Epoch 1950 | loss: 0.0311897 | val_loss: 0.0311901 | Time: 2077.09 ms [2022-04-10 15:14:15 main:574] : INFO : Epoch 1951 | loss: 0.0311879 | val_loss: 0.0311876 | Time: 1897.03 ms [2022-04-10 15:14:17 main:574] : INFO : Epoch 1952 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 2003.79 ms [2022-04-10 15:14:19 main:574] : INFO : Epoch 1953 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 1985.52 ms [2022-04-10 15:14:21 main:574] : INFO : Epoch 1954 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 2026.72 ms [2022-04-10 15:14:23 main:574] : INFO : Epoch 1955 | loss: 0.031185 | val_loss: 0.0311901 | Time: 2129.86 ms [2022-04-10 15:14:25 main:574] : INFO : Epoch 1956 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1998.54 ms [2022-04-10 15:14:27 main:574] : INFO : Epoch 1957 | loss: 0.0311855 | val_loss: 0.031192 | Time: 2021.29 ms [2022-04-10 15:14:29 main:574] : INFO : Epoch 1958 | loss: 0.031185 | val_loss: 0.0311884 | Time: 1959.57 ms [2022-04-10 15:14:31 main:574] : INFO : Epoch 1959 | loss: 0.0311849 | val_loss: 0.0311879 | Time: 2037.18 ms [2022-04-10 15:14:33 main:574] : INFO : Epoch 1960 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 2012.32 ms [2022-04-10 15:14:35 main:574] : INFO : Epoch 1961 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 1941.94 ms [2022-04-10 15:14:37 main:574] : INFO : Epoch 1962 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 2144.87 ms [2022-04-10 15:14:39 main:574] : INFO : Epoch 1963 | loss: 0.0311875 | val_loss: 0.0311873 | Time: 2029.15 ms [2022-04-10 15:14:42 main:574] : INFO : Epoch 1964 | loss: 0.0311864 | val_loss: 0.0311873 | Time: 1988.23 ms [2022-04-10 15:14:44 main:574] : INFO : Epoch 1965 | loss: 0.0311882 | val_loss: 0.0311878 | Time: 1989.55 ms [2022-04-10 15:14:46 main:574] : INFO : Epoch 1966 | loss: 0.0311896 | val_loss: 0.0311858 | Time: 2020 ms [2022-04-10 15:14:48 main:574] : INFO : Epoch 1967 | loss: 0.031185 | val_loss: 0.0311874 | Time: 2103.33 ms [2022-04-10 15:14:50 main:574] : INFO : Epoch 1968 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 1970.92 ms [2022-04-10 15:14:52 main:574] : INFO : Epoch 1969 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 2087.81 ms [2022-04-10 15:14:54 main:574] : INFO : Epoch 1970 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 2200.42 ms [2022-04-10 15:14:56 main:574] : INFO : Epoch 1971 | loss: 0.031186 | val_loss: 0.0311873 | Time: 1926.58 ms [2022-04-10 15:14:58 main:574] : INFO : Epoch 1972 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 2006.17 ms [2022-04-10 15:15:00 main:574] : INFO : Epoch 1973 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 1906.84 ms [2022-04-10 15:15:02 main:574] : INFO : Epoch 1974 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 1845.69 ms [2022-04-10 15:15:04 main:574] : INFO : Epoch 1975 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1837.24 ms [2022-04-10 15:15:06 main:574] : INFO : Epoch 1976 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1802 ms [2022-04-10 15:15:08 main:574] : INFO : Epoch 1977 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 1862.66 ms [2022-04-10 15:15:10 main:574] : INFO : Epoch 1978 | loss: 0.0311825 | val_loss: 0.0311906 | Time: 1929.12 ms [2022-04-10 15:15:12 main:574] : INFO : Epoch 1979 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 1859.06 ms [2022-04-10 15:15:13 main:574] : INFO : Epoch 1980 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 1778.29 ms [2022-04-10 15:15:15 main:574] : INFO : Epoch 1981 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 1853.01 ms [2022-04-10 15:15:17 main:574] : INFO : Epoch 1982 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 1900.94 ms [2022-04-10 15:15:19 main:574] : INFO : Epoch 1983 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 1833.01 ms [2022-04-10 15:15:21 main:574] : INFO : Epoch 1984 | loss: 0.0311821 | val_loss: 0.0311854 | Time: 1820.93 ms [2022-04-10 15:15:23 main:574] : INFO : Epoch 1985 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 1812.78 ms [2022-04-10 15:15:25 main:574] : INFO : Epoch 1986 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 1975.55 ms [2022-04-10 15:15:27 main:574] : INFO : Epoch 1987 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 1853.05 ms [2022-04-10 15:15:29 main:574] : INFO : Epoch 1988 | loss: 0.031182 | val_loss: 0.031184 | Time: 1856.85 ms [2022-04-10 15:15:30 main:574] : INFO : Epoch 1989 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 1827.04 ms [2022-04-10 15:15:32 main:574] : INFO : Epoch 1990 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 1838.89 ms [2022-04-10 15:15:34 main:574] : INFO : Epoch 1991 | loss: 0.0311823 | val_loss: 0.0311904 | Time: 1891.96 ms [2022-04-10 15:15:36 main:574] : INFO : Epoch 1992 | loss: 0.0311862 | val_loss: 0.0311873 | Time: 1809.72 ms [2022-04-10 15:15:38 main:574] : INFO : Epoch 1993 | loss: 0.0311874 | val_loss: 0.031187 | Time: 1919.17 ms [2022-04-10 15:15:40 main:574] : INFO : Epoch 1994 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 1886.28 ms [2022-04-10 15:15:42 main:574] : INFO : Epoch 1995 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 1888.98 ms [2022-04-10 15:15:44 main:574] : INFO : Epoch 1996 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 1824.29 ms [2022-04-10 15:15:46 main:574] : INFO : Epoch 1997 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 1884.06 ms [2022-04-10 15:15:47 main:574] : INFO : Epoch 1998 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 1862.57 ms [2022-04-10 15:15:49 main:574] : INFO : Epoch 1999 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 1826.09 ms [2022-04-10 15:15:51 main:574] : INFO : Epoch 2000 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 1817.37 ms [2022-04-10 15:15:53 main:574] : INFO : Epoch 2001 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 1842.45 ms [2022-04-10 15:15:55 main:574] : INFO : Epoch 2002 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1943.47 ms [2022-04-10 15:15:57 main:574] : INFO : Epoch 2003 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 1881.63 ms [2022-04-10 15:15:59 main:574] : INFO : Epoch 2004 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 1929.78 ms [2022-04-10 15:16:01 main:574] : INFO : Epoch 2005 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 1938.95 ms [2022-04-10 15:16:03 main:574] : INFO : Epoch 2006 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 1914.31 ms [2022-04-10 15:16:05 main:574] : INFO : Epoch 2007 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1935.72 ms [2022-04-10 15:16:07 main:574] : INFO : Epoch 2008 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 1860.08 ms [2022-04-10 15:16:09 main:574] : INFO : Epoch 2009 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 1847.45 ms [2022-04-10 15:16:11 main:574] : INFO : Epoch 2010 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 2008.32 ms [2022-04-10 15:16:12 main:574] : INFO : Epoch 2011 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 1850.17 ms [2022-04-10 15:16:14 main:574] : INFO : Epoch 2012 | loss: 0.0311871 | val_loss: 0.0311894 | Time: 1820.23 ms [2022-04-10 15:16:16 main:574] : INFO : Epoch 2013 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 1851.75 ms [2022-04-10 15:16:18 main:574] : INFO : Epoch 2014 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1847.3 ms [2022-04-10 15:16:20 main:574] : INFO : Epoch 2015 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1842.66 ms [2022-04-10 15:16:22 main:574] : INFO : Epoch 2016 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 1839.27 ms [2022-04-10 15:16:24 main:574] : INFO : Epoch 2017 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 1797.72 ms [2022-04-10 15:16:25 main:574] : INFO : Epoch 2018 | loss: 0.0311846 | val_loss: 0.031187 | Time: 1880.79 ms [2022-04-10 15:16:27 main:574] : INFO : Epoch 2019 | loss: 0.0311855 | val_loss: 0.0311917 | Time: 1832.11 ms [2022-04-10 15:16:29 main:574] : INFO : Epoch 2020 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 1838.51 ms [2022-04-10 15:16:31 main:574] : INFO : Epoch 2021 | loss: 0.0311853 | val_loss: 0.0311858 | Time: 1830.1 ms [2022-04-10 15:16:33 main:574] : INFO : Epoch 2022 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1900.76 ms [2022-04-10 15:16:35 main:574] : INFO : Epoch 2023 | loss: 0.0311857 | val_loss: 0.0311885 | Time: 1848.94 ms [2022-04-10 15:16:37 main:574] : INFO : Epoch 2024 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 1822.76 ms [2022-04-10 15:16:39 main:574] : INFO : Epoch 2025 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 2033.34 ms [2022-04-10 15:16:41 main:574] : INFO : Epoch 2026 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 1934.1 ms [2022-04-10 15:16:43 main:574] : INFO : Epoch 2027 | loss: 0.031187 | val_loss: 0.0311878 | Time: 1966.76 ms [2022-04-10 15:16:45 main:574] : INFO : Epoch 2028 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 2269.08 ms [2022-04-10 15:16:47 main:574] : INFO : Epoch 2029 | loss: 0.0311892 | val_loss: 0.0311901 | Time: 1948.41 ms [2022-04-10 15:16:49 main:574] : INFO : Epoch 2030 | loss: 0.0311897 | val_loss: 0.0311913 | Time: 2094.13 ms [2022-04-10 15:16:51 main:574] : INFO : Epoch 2031 | loss: 0.0311885 | val_loss: 0.0311899 | Time: 1908.38 ms [2022-04-10 15:16:53 main:574] : INFO : Epoch 2032 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 1929.92 ms [2022-04-10 15:16:55 main:574] : INFO : Epoch 2033 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 1874.83 ms [2022-04-10 15:16:57 main:574] : INFO : Epoch 2034 | loss: 0.0311927 | val_loss: 0.031192 | Time: 1804.29 ms [2022-04-10 15:16:59 main:574] : INFO : Epoch 2035 | loss: 0.0311898 | val_loss: 0.031195 | Time: 1883.62 ms [2022-04-10 15:17:01 main:574] : INFO : Epoch 2036 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 1813 ms [2022-04-10 15:17:03 main:574] : INFO : Epoch 2037 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 1829.48 ms [2022-04-10 15:17:04 main:574] : INFO : Epoch 2038 | loss: 0.0311895 | val_loss: 0.031192 | Time: 1808.38 ms [2022-04-10 15:17:06 main:574] : INFO : Epoch 2039 | loss: 0.0311892 | val_loss: 0.0311921 | Time: 1887.84 ms [2022-04-10 15:17:08 main:574] : INFO : Epoch 2040 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 2136.98 ms [2022-04-10 15:17:10 main:574] : INFO : Epoch 2041 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 2019.03 ms [2022-04-10 15:17:12 main:574] : INFO : Epoch 2042 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 1861.85 ms [2022-04-10 15:17:14 main:574] : INFO : Epoch 2043 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 1812.59 ms [2022-04-10 15:17:16 main:574] : INFO : Epoch 2044 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 1811.73 ms [2022-04-10 15:17:18 main:574] : INFO : Epoch 2045 | loss: 0.0311928 | val_loss: 0.0311988 | Time: 1826.27 ms [2022-04-10 15:17:20 main:574] : INFO : Epoch 2046 | loss: 0.0311939 | val_loss: 0.0311918 | Time: 2440.71 ms [2022-04-10 15:17:22 main:574] : INFO : Epoch 2047 | loss: 0.0311954 | val_loss: 0.0311905 | Time: 1951.5 ms [2022-04-10 15:17:24 main:574] : INFO : Epoch 2048 | loss: 0.0311949 | val_loss: 0.0311899 | Time: 1883.96 ms [2022-04-10 15:17:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311899 [2022-04-10 15:17:24 main:603] : INFO : Saving end state to config to file [2022-04-10 15:17:24 main:608] : INFO : Success, exiting.. 15:17:24 (37104): 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)