Task 7366993
| Name | ParityModified-1631729583-24006-0_0 |
| Workunit | 5043110 |
| Created | 15 Sep 2021, 18:13:05 UTC |
| Sent | 16 Sep 2021, 14:23:59 UTC |
| Report deadline | 24 Sep 2021, 14:23:59 UTC |
| Received | 16 Sep 2021, 20:11:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 3 min 23 sec |
| CPU time | 1 hours 1 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.030997 | val_loss: 0.031271 | Time: 1809.06 ms [2021-09-16 17:13:29 main:574] : INFO : Epoch 1543 | loss: 0.0310046 | val_loss: 0.0312691 | Time: 1813.06 ms [2021-09-16 17:13:31 main:574] : INFO : Epoch 1544 | loss: 0.0310078 | val_loss: 0.0313047 | Time: 1874.25 ms [2021-09-16 17:13:33 main:574] : INFO : Epoch 1545 | loss: 0.0310003 | val_loss: 0.031325 | Time: 1881.8 ms [2021-09-16 17:13:35 main:574] : INFO : Epoch 1546 | loss: 0.0310086 | val_loss: 0.0313173 | Time: 1784.06 ms [2021-09-16 17:13:37 main:574] : INFO : Epoch 1547 | loss: 0.0310026 | val_loss: 0.0312719 | Time: 1867.61 ms [2021-09-16 17:13:38 main:574] : INFO : Epoch 1548 | loss: 0.0309962 | val_loss: 0.0312761 | Time: 1830.61 ms [2021-09-16 17:13:40 main:574] : INFO : Epoch 1549 | loss: 0.0310019 | val_loss: 0.0313319 | Time: 1884.99 ms [2021-09-16 17:13:42 main:574] : INFO : Epoch 1550 | loss: 0.030999 | val_loss: 0.0312638 | Time: 1837.15 ms [2021-09-16 17:13:44 main:574] : INFO : Epoch 1551 | loss: 0.0309989 | val_loss: 0.0313047 | Time: 1834.65 ms [2021-09-16 17:13:46 main:574] : INFO : Epoch 1552 | loss: 0.0309967 | val_loss: 0.0312904 | Time: 1896.69 ms [2021-09-16 17:13:48 main:574] : INFO : Epoch 1553 | loss: 0.0309941 | val_loss: 0.0312935 | Time: 1838.96 ms [2021-09-16 17:13:50 main:574] : INFO : Epoch 1554 | loss: 0.0309936 | val_loss: 0.0313048 | Time: 1859.25 ms [2021-09-16 17:13:52 main:574] : INFO : Epoch 1555 | loss: 0.0309994 | val_loss: 0.0312824 | Time: 1891.47 ms [2021-09-16 17:13:53 main:574] : INFO : Epoch 1556 | loss: 0.0309995 | val_loss: 0.0312894 | Time: 1859.57 ms [2021-09-16 17:13:55 main:574] : INFO : Epoch 1557 | loss: 0.031002 | val_loss: 0.0312411 | Time: 1772.68 ms [2021-09-16 17:13:57 main:574] : INFO : Epoch 1558 | loss: 0.0310298 | val_loss: 0.0312833 | Time: 1736.37 ms [2021-09-16 17:13:59 main:574] : INFO : Epoch 1559 | loss: 0.0310156 | val_loss: 0.0312637 | Time: 1886.41 ms [2021-09-16 17:14:01 main:574] : INFO : Epoch 1560 | loss: 0.0310043 | val_loss: 0.0312675 | Time: 1816.61 ms [2021-09-16 17:14:02 main:574] : INFO : Epoch 1561 | loss: 0.030998 | val_loss: 0.0313386 | Time: 1795.44 ms [2021-09-16 17:14:04 main:574] : INFO : Epoch 1562 | loss: 0.0310075 | val_loss: 0.031301 | Time: 1856.11 ms [2021-09-16 17:14:06 main:574] : INFO : Epoch 1563 | loss: 0.0310009 | val_loss: 0.0312635 | Time: 1797.99 ms [2021-09-16 17:14:08 main:574] : INFO : Epoch 1564 | loss: 0.0310007 | val_loss: 0.0312856 | Time: 1901.83 ms [2021-09-16 17:14:10 main:574] : INFO : Epoch 1565 | loss: 0.0309994 | val_loss: 0.0313017 | Time: 1863.86 ms [2021-09-16 17:14:12 main:574] : INFO : Epoch 1566 | loss: 0.0309959 | val_loss: 0.0312954 | Time: 1891.56 ms [2021-09-16 17:14:14 main:574] : INFO : Epoch 1567 | loss: 0.0309967 | val_loss: 0.0312912 | Time: 1881.55 ms [2021-09-16 17:14:16 main:574] : INFO : Epoch 1568 | loss: 0.0310001 | val_loss: 0.0312912 | Time: 1877.95 ms [2021-09-16 17:14:17 main:574] : INFO : Epoch 1569 | loss: 0.0309935 | val_loss: 0.0312864 | Time: 1850.79 ms [2021-09-16 17:14:19 main:574] : INFO : Epoch 1570 | loss: 0.0310016 | val_loss: 0.0312935 | Time: 1849.03 ms [2021-09-16 17:14:21 main:574] : INFO : Epoch 1571 | loss: 0.0310028 | val_loss: 0.031325 | Time: 1872.64 ms [2021-09-16 17:14:23 main:574] : INFO : Epoch 1572 | loss: 0.0310268 | val_loss: 0.0312539 | Time: 1866.62 ms [2021-09-16 17:14:25 main:574] : INFO : Epoch 1573 | loss: 0.0310149 | val_loss: 0.031278 | Time: 1915.55 ms [2021-09-16 17:14:27 main:574] : INFO : Epoch 1574 | loss: 0.031004 | val_loss: 0.0312888 | Time: 1855.92 ms [2021-09-16 17:14:29 main:574] : INFO : Epoch 1575 | loss: 0.0309946 | val_loss: 0.0312922 | Time: 1843.41 ms [2021-09-16 17:14:30 main:574] : INFO : Epoch 1576 | loss: 0.0310054 | val_loss: 0.0312868 | Time: 1890.72 ms [2021-09-16 17:14:32 main:574] : INFO : Epoch 1577 | loss: 0.0310046 | val_loss: 0.0312877 | Time: 1851.35 ms [2021-09-16 17:14:34 main:574] : INFO : Epoch 1578 | loss: 0.0310026 | val_loss: 0.0312896 | Time: 1889.61 ms [2021-09-16 17:14:36 main:574] : INFO : Epoch 1579 | loss: 0.0310014 | val_loss: 0.0313012 | Time: 1837.39 ms [2021-09-16 17:14:38 main:574] : INFO : Epoch 1580 | loss: 0.0310021 | val_loss: 0.0312627 | Time: 1881.73 ms [2021-09-16 17:14:40 main:574] : INFO : Epoch 1581 | loss: 0.0310069 | val_loss: 0.0312836 | Time: 1869.68 ms [2021-09-16 17:14:42 main:574] : INFO : Epoch 1582 | loss: 0.0309969 | val_loss: 0.0312634 | Time: 1872.72 ms [2021-09-16 17:14:44 main:574] : INFO : Epoch 1583 | loss: 0.0310007 | val_loss: 0.0312665 | Time: 1843.31 ms [2021-09-16 17:14:45 main:574] : INFO : Epoch 1584 | loss: 0.0309994 | val_loss: 0.0313062 | Time: 1849.48 ms [2021-09-16 17:14:47 main:574] : INFO : Epoch 1585 | loss: 0.0310025 | val_loss: 0.0312821 | Time: 1864.31 ms [2021-09-16 17:14:49 main:574] : INFO : Epoch 1586 | loss: 0.0310026 | val_loss: 0.0312853 | Time: 1865.87 ms [2021-09-16 17:14:51 main:574] : INFO : Epoch 1587 | loss: 0.0310001 | val_loss: 0.0312862 | Time: 1843.81 ms [2021-09-16 17:14:53 main:574] : INFO : Epoch 1588 | loss: 0.0309961 | val_loss: 0.0313006 | Time: 1872.78 ms [2021-09-16 17:14:55 main:574] : INFO : Epoch 1589 | loss: 0.0309992 | val_loss: 0.0312866 | Time: 1828.58 ms [2021-09-16 17:14:57 main:574] : INFO : Epoch 1590 | loss: 0.0309973 | val_loss: 0.0313123 | Time: 1854.78 ms [2021-09-16 17:14:58 main:574] : INFO : Epoch 1591 | loss: 0.0310013 | val_loss: 0.0313039 | Time: 1919.45 ms [2021-09-16 17:15:00 main:574] : INFO : Epoch 1592 | loss: 0.031002 | val_loss: 0.0313071 | Time: 1874.43 ms [2021-09-16 17:15:02 main:574] : INFO : Epoch 1593 | loss: 0.0309944 | val_loss: 0.0312906 | Time: 1876.58 ms [2021-09-16 17:15:04 main:574] : INFO : Epoch 1594 | loss: 0.0309955 | val_loss: 0.0313063 | Time: 1830.7 ms [2021-09-16 17:15:06 main:574] : INFO : Epoch 1595 | loss: 0.0309989 | val_loss: 0.0313114 | Time: 1858.37 ms [2021-09-16 17:15:08 main:574] : INFO : Epoch 1596 | loss: 0.0310117 | val_loss: 0.0312789 | Time: 1864.7 ms [2021-09-16 17:15:10 main:574] : INFO : Epoch 1597 | loss: 0.0310071 | val_loss: 0.0312727 | Time: 1845.03 ms [2021-09-16 17:15:12 main:574] : INFO : Epoch 1598 | loss: 0.0310077 | val_loss: 0.0312935 | Time: 1858.24 ms [2021-09-16 17:15:13 main:574] : INFO : Epoch 1599 | loss: 0.0310034 | val_loss: 0.0312747 | Time: 1799.24 ms [2021-09-16 17:15:15 main:574] : INFO : Epoch 1600 | loss: 0.0310025 | val_loss: 0.031297 | Time: 1817.75 ms [2021-09-16 17:15:17 main:574] : INFO : Epoch 1601 | loss: 0.0309973 | val_loss: 0.0312862 | Time: 1856.83 ms [2021-09-16 17:15:19 main:574] : INFO : Epoch 1602 | loss: 0.0309937 | val_loss: 0.03128 | Time: 1836.65 ms [2021-09-16 17:15:21 main:574] : INFO : Epoch 1603 | loss: 0.0310016 | val_loss: 0.0313142 | Time: 1878.94 ms [2021-09-16 17:15:23 main:574] : INFO : Epoch 1604 | loss: 0.0310161 | val_loss: 0.0312852 | Time: 1834.19 ms [2021-09-16 17:15:24 main:574] : INFO : Epoch 1605 | loss: 0.0310083 | val_loss: 0.0312809 | Time: 1869.2 ms [2021-09-16 17:15:26 main:574] : INFO : Epoch 1606 | loss: 0.0310054 | val_loss: 0.0312766 | Time: 1865.85 ms [2021-09-16 17:15:28 main:574] : INFO : Epoch 1607 | loss: 0.0310101 | val_loss: 0.0312795 | Time: 1829.77 ms [2021-09-16 17:15:30 main:574] : INFO : Epoch 1608 | loss: 0.0310038 | val_loss: 0.0312805 | Time: 1861.77 ms [2021-09-16 17:15:32 main:574] : INFO : Epoch 1609 | loss: 0.0309966 | val_loss: 0.0312797 | Time: 1821 ms [2021-09-16 17:15:34 main:574] : INFO : Epoch 1610 | loss: 0.031012 | val_loss: 0.0313039 | Time: 1877.79 ms [2021-09-16 17:15:36 main:574] : INFO : Epoch 1611 | loss: 0.0310114 | val_loss: 0.0312811 | Time: 1849.36 ms [2021-09-16 17:15:37 main:574] : INFO : Epoch 1612 | loss: 0.0310061 | val_loss: 0.0312663 | Time: 1880.86 ms [2021-09-16 17:15:39 main:574] : INFO : Epoch 1613 | loss: 0.0310065 | val_loss: 0.0312523 | Time: 1856.42 ms [2021-09-16 17:15:41 main:574] : INFO : Epoch 1614 | loss: 0.0310035 | val_loss: 0.0312538 | Time: 1840.48 ms [2021-09-16 17:15:43 main:574] : INFO : Epoch 1615 | loss: 0.0310072 | val_loss: 0.0312573 | Time: 1806.79 ms [2021-09-16 17:15:45 main:574] : INFO : Epoch 1616 | loss: 0.0310043 | val_loss: 0.0312728 | Time: 1830.12 ms [2021-09-16 17:15:47 main:574] : INFO : Epoch 1617 | loss: 0.0309983 | val_loss: 0.0313069 | Time: 1849.98 ms [2021-09-16 17:15:49 main:574] : INFO : Epoch 1618 | loss: 0.0309928 | val_loss: 0.0312859 | Time: 1867.53 ms [2021-09-16 17:15:50 main:574] : INFO : Epoch 1619 | loss: 0.0309908 | val_loss: 0.0312703 | Time: 1841.3 ms [2021-09-16 17:15:52 main:574] : INFO : Epoch 1620 | loss: 0.0309969 | val_loss: 0.0313137 | Time: 1891.29 ms [2021-09-16 17:15:54 main:574] : INFO : Epoch 1621 | loss: 0.0310046 | val_loss: 0.0313096 | Time: 1839.49 ms [2021-09-16 17:15:56 main:574] : INFO : Epoch 1622 | loss: 0.0310088 | val_loss: 0.0313004 | Time: 1856.53 ms [2021-09-16 17:15:58 main:574] : INFO : Epoch 1623 | loss: 0.0310003 | val_loss: 0.0313317 | Time: 1880.26 ms [2021-09-16 17:16:00 main:574] : INFO : Epoch 1624 | loss: 0.0310021 | val_loss: 0.0312893 | Time: 1833.97 ms [2021-09-16 17:16:02 main:574] : INFO : Epoch 1625 | loss: 0.0309932 | val_loss: 0.0312681 | Time: 1901.46 ms [2021-09-16 17:16:03 main:574] : INFO : Epoch 1626 | loss: 0.0309984 | val_loss: 0.0312596 | Time: 1825.76 ms [2021-09-16 17:16:05 main:574] : INFO : Epoch 1627 | loss: 0.0310036 | val_loss: 0.0312758 | Time: 1854.53 ms [2021-09-16 17:16:07 main:574] : INFO : Epoch 1628 | loss: 0.0309959 | val_loss: 0.0313011 | Time: 1849.97 ms [2021-09-16 17:16:09 main:574] : INFO : Epoch 1629 | loss: 0.0310037 | val_loss: 0.0312908 | Time: 1838.44 ms [2021-09-16 17:16:11 main:574] : INFO : Epoch 1630 | loss: 0.0310157 | val_loss: 0.0312956 | Time: 1848.94 ms [2021-09-16 17:16:13 main:574] : INFO : Epoch 1631 | loss: 0.0310119 | val_loss: 0.0313018 | Time: 1824.14 ms [2021-09-16 17:16:14 main:574] : INFO : Epoch 1632 | loss: 0.0310003 | val_loss: 0.0312889 | Time: 1803.13 ms [2021-09-16 17:16:16 main:574] : INFO : Epoch 1633 | loss: 0.0309967 | val_loss: 0.0312778 | Time: 1852.08 ms [2021-09-16 17:16:18 main:574] : INFO : Epoch 1634 | loss: 0.0310022 | val_loss: 0.0313177 | Time: 1827.17 ms [2021-09-16 17:16:20 main:574] : INFO : Epoch 1635 | loss: 0.0310035 | val_loss: 0.0313096 | Time: 1857.81 ms [2021-09-16 17:16:22 main:574] : INFO : Epoch 1636 | loss: 0.0309965 | val_loss: 0.0312733 | Time: 1857.96 ms [2021-09-16 17:16:24 main:574] : INFO : Epoch 1637 | loss: 0.0310038 | val_loss: 0.031275 | Time: 1906.04 ms [2021-09-16 17:16:26 main:574] : INFO : Epoch 1638 | loss: 0.0310026 | val_loss: 0.0313108 | Time: 1879.08 ms [2021-09-16 17:16:27 main:574] : INFO : Epoch 1639 | loss: 0.031001 | val_loss: 0.0313012 | Time: 1857.86 ms [2021-09-16 17:16:29 main:574] : INFO : Epoch 1640 | loss: 0.0309934 | val_loss: 0.0312862 | Time: 1869.21 ms [2021-09-16 17:16:31 main:574] : INFO : Epoch 1641 | loss: 0.0309945 | val_loss: 0.0313123 | Time: 1893.23 ms [2021-09-16 17:16:33 main:574] : INFO : Epoch 1642 | loss: 0.0309902 | val_loss: 0.0313032 | Time: 1856.52 ms [2021-09-16 17:16:35 main:574] : INFO : Epoch 1643 | loss: 0.0309964 | val_loss: 0.0313144 | Time: 1857.16 ms [2021-09-16 17:16:37 main:574] : INFO : Epoch 1644 | loss: 0.0309997 | val_loss: 0.0312759 | Time: 1856.01 ms [2021-09-16 17:16:39 main:574] : INFO : Epoch 1645 | loss: 0.0309965 | val_loss: 0.0313099 | Time: 1892.06 ms [2021-09-16 17:16:41 main:574] : INFO : Epoch 1646 | loss: 0.0309904 | val_loss: 0.0312867 | Time: 1874.95 ms [2021-09-16 17:16:42 main:574] : INFO : Epoch 1647 | loss: 0.0310023 | val_loss: 0.0312966 | Time: 1840.92 ms [2021-09-16 17:16:44 main:574] : INFO : Epoch 1648 | loss: 0.0309996 | val_loss: 0.031272 | Time: 1863.76 ms [2021-09-16 17:16:46 main:574] : INFO : Epoch 1649 | loss: 0.0309957 | val_loss: 0.0312752 | Time: 1871.9 ms [2021-09-16 17:16:48 main:574] : INFO : Epoch 1650 | loss: 0.030991 | val_loss: 0.0313151 | Time: 1854.18 ms [2021-09-16 17:16:50 main:574] : INFO : Epoch 1651 | loss: 0.0309906 | val_loss: 0.0312936 | Time: 1863.17 ms [2021-09-16 17:16:52 main:574] : INFO : Epoch 1652 | loss: 0.0309976 | val_loss: 0.0312977 | Time: 1815.44 ms [2021-09-16 17:16:54 main:574] : INFO : Epoch 1653 | loss: 0.030995 | val_loss: 0.0312849 | Time: 1829.19 ms [2021-09-16 17:16:55 main:574] : INFO : Epoch 1654 | loss: 0.0309993 | val_loss: 0.0312881 | Time: 1811.76 ms [2021-09-16 17:16:57 main:574] : INFO : Epoch 1655 | loss: 0.0310019 | val_loss: 0.0312883 | Time: 1864.22 ms [2021-09-16 17:16:59 main:574] : INFO : Epoch 1656 | loss: 0.0310009 | val_loss: 0.0312797 | Time: 1881.77 ms [2021-09-16 17:17:01 main:574] : INFO : Epoch 1657 | loss: 0.0309933 | val_loss: 0.0312941 | Time: 1849 ms [2021-09-16 17:17:03 main:574] : INFO : Epoch 1658 | loss: 0.030995 | val_loss: 0.0313052 | Time: 1827.93 ms [2021-09-16 17:17:05 main:574] : INFO : Epoch 1659 | loss: 0.0309992 | val_loss: 0.0313013 | Time: 1819.32 ms [2021-09-16 17:17:07 main:574] : INFO : Epoch 1660 | loss: 0.03101 | val_loss: 0.031306 | Time: 1859.46 ms [2021-09-16 17:17:08 main:574] : INFO : Epoch 1661 | loss: 0.031003 | val_loss: 0.0312825 | Time: 1845.58 ms [2021-09-16 17:17:10 main:574] : INFO : Epoch 1662 | loss: 0.0310074 | val_loss: 0.0312868 | Time: 1870.1 ms [2021-09-16 17:17:12 main:574] : INFO : Epoch 1663 | loss: 0.0310039 | val_loss: 0.031314 | Time: 1866.22 ms [2021-09-16 17:17:14 main:574] : INFO : Epoch 1664 | loss: 0.0310008 | val_loss: 0.0312927 | Time: 1893.68 ms [2021-09-16 17:17:16 main:574] : INFO : Epoch 1665 | loss: 0.0309919 | val_loss: 0.0312663 | Time: 1880.58 ms [2021-09-16 17:17:18 main:574] : INFO : Epoch 1666 | loss: 0.0309937 | val_loss: 0.0313062 | Time: 1886.84 ms [2021-09-16 17:17:20 main:574] : INFO : Epoch 1667 | loss: 0.0309969 | val_loss: 0.0313241 | Time: 1825.3 ms [2021-09-16 17:17:21 main:574] : INFO : Epoch 1668 | loss: 0.0310072 | val_loss: 0.0312805 | Time: 1827.88 ms [2021-09-16 17:17:23 main:574] : INFO : Epoch 1669 | loss: 0.0309986 | val_loss: 0.0312636 | Time: 1836.66 ms [2021-09-16 17:17:25 main:574] : INFO : Epoch 1670 | loss: 0.0310041 | val_loss: 0.0312865 | Time: 1853.31 ms [2021-09-16 17:17:27 main:574] : INFO : Epoch 1671 | loss: 0.0309963 | val_loss: 0.0312877 | Time: 1886.5 ms [2021-09-16 17:17:29 main:574] : INFO : Epoch 1672 | loss: 0.0309997 | val_loss: 0.0313014 | Time: 1886.05 ms [2021-09-16 17:17:31 main:574] : INFO : Epoch 1673 | loss: 0.0309993 | val_loss: 0.0313133 | Time: 1850.23 ms [2021-09-16 17:17:33 main:574] : INFO : Epoch 1674 | loss: 0.0309971 | val_loss: 0.0313062 | Time: 1864.95 ms [2021-09-16 17:17:34 main:574] : INFO : Epoch 1675 | loss: 0.0309964 | val_loss: 0.0312971 | Time: 1870.47 ms [2021-09-16 17:17:36 main:574] : INFO : Epoch 1676 | loss: 0.0309984 | val_loss: 0.0312659 | Time: 1917.52 ms [2021-09-16 17:17:38 main:574] : INFO : Epoch 1677 | loss: 0.0310024 | val_loss: 0.0313018 | Time: 1876.98 ms [2021-09-16 17:17:40 main:574] : INFO : Epoch 1678 | loss: 0.030994 | val_loss: 0.0312705 | Time: 1834.61 ms [2021-09-16 17:17:42 main:574] : INFO : Epoch 1679 | loss: 0.0309901 | val_loss: 0.0313083 | Time: 1832.58 ms [2021-09-16 17:17:44 main:574] : INFO : Epoch 1680 | loss: 0.0309963 | val_loss: 0.0312759 | Time: 1846.47 ms [2021-09-16 17:17:46 main:574] : INFO : Epoch 1681 | loss: 0.0310088 | val_loss: 0.0313021 | Time: 1988.32 ms [2021-09-16 17:17:48 main:574] : INFO : Epoch 1682 | loss: 0.0310035 | val_loss: 0.0313145 | Time: 1825.02 ms [2021-09-16 17:17:50 main:574] : INFO : Epoch 1683 | loss: 0.0310044 | val_loss: 0.0313053 | Time: 1877.72 ms [2021-09-16 17:17:51 main:574] : INFO : Epoch 1684 | loss: 0.0309974 | val_loss: 0.0312955 | Time: 1836.96 ms [2021-09-16 17:17:53 main:574] : INFO : Epoch 1685 | loss: 0.0309934 | val_loss: 0.0312606 | Time: 1860.27 ms [2021-09-16 17:17:55 main:574] : INFO : Epoch 1686 | loss: 0.0309956 | val_loss: 0.0313397 | Time: 1858.25 ms [2021-09-16 17:17:57 main:574] : INFO : Epoch 1687 | loss: 0.031003 | val_loss: 0.0312542 | Time: 1922.19 ms [2021-09-16 17:17:59 main:574] : INFO : Epoch 1688 | loss: 0.0310125 | val_loss: 0.0312653 | Time: 1883.04 ms [2021-09-16 17:18:01 main:574] : INFO : Epoch 1689 | loss: 0.0309985 | val_loss: 0.0313051 | Time: 1875.46 ms [2021-09-16 17:18:03 main:574] : INFO : Epoch 1690 | loss: 0.0309955 | val_loss: 0.031296 | Time: 1876.58 ms [2021-09-16 17:18:05 main:574] : INFO : Epoch 1691 | loss: 0.0310035 | val_loss: 0.0312741 | Time: 1901.32 ms [2021-09-16 17:18:06 main:574] : INFO : Epoch 1692 | loss: 0.0310003 | val_loss: 0.0312772 | Time: 1859.43 ms [2021-09-16 17:18:08 main:574] : INFO : Epoch 1693 | loss: 0.0309963 | val_loss: 0.0312957 | Time: 1881.34 ms [2021-09-16 17:18:10 main:574] : INFO : Epoch 1694 | loss: 0.0309996 | val_loss: 0.0312808 | Time: 1819.99 ms [2021-09-16 17:18:12 main:574] : INFO : Epoch 1695 | loss: 0.0309977 | val_loss: 0.0313259 | Time: 1899.51 ms [2021-09-16 17:18:14 main:574] : INFO : Epoch 1696 | loss: 0.0309975 | val_loss: 0.0312919 | Time: 1870.41 ms [2021-09-16 17:18:16 main:574] : INFO : Epoch 1697 | loss: 0.030993 | val_loss: 0.0312771 | Time: 1866.35 ms [2021-09-16 17:18:18 main:574] : INFO : Epoch 1698 | loss: 0.0309953 | val_loss: 0.0312985 | Time: 1885.5 ms [2021-09-16 17:18:20 main:574] : INFO : Epoch 1699 | loss: 0.0309942 | val_loss: 0.0312983 | Time: 1855.6 ms [2021-09-16 17:18:21 main:574] : INFO : Epoch 1700 | loss: 0.0309993 | val_loss: 0.0312873 | Time: 1840.52 ms [2021-09-16 17:18:23 main:574] : INFO : Epoch 1701 | loss: 0.0309965 | val_loss: 0.031279 | Time: 1831.25 ms [2021-09-16 17:18:25 main:574] : INFO : Epoch 1702 | loss: 0.031 | val_loss: 0.031308 | Time: 1843.74 ms [2021-09-16 17:18:27 main:574] : INFO : Epoch 1703 | loss: 0.0310032 | val_loss: 0.0312739 | Time: 1827.64 ms [2021-09-16 17:18:29 main:574] : INFO : Epoch 1704 | loss: 0.0309979 | val_loss: 0.0312828 | Time: 1896.61 ms [2021-09-16 17:18:31 main:574] : INFO : Epoch 1705 | loss: 0.0309927 | val_loss: 0.0313001 | Time: 1878.3 ms [2021-09-16 17:18:33 main:574] : INFO : Epoch 1706 | loss: 0.0309884 | val_loss: 0.0313084 | Time: 1839.89 ms [2021-09-16 17:18:34 main:574] : INFO : Epoch 1707 | loss: 0.03099 | val_loss: 0.0312704 | Time: 1879.05 ms [2021-09-16 17:18:36 main:574] : INFO : Epoch 1708 | loss: 0.0310012 | val_loss: 0.0312668 | Time: 1837.08 ms [2021-09-16 17:18:38 main:574] : INFO : Epoch 1709 | loss: 0.0309993 | val_loss: 0.0312971 | Time: 1940.87 ms [2021-09-16 17:18:40 main:574] : INFO : Epoch 1710 | loss: 0.0309898 | val_loss: 0.0312755 | Time: 1832.98 ms [2021-09-16 17:18:42 main:574] : INFO : Epoch 1711 | loss: 0.030993 | val_loss: 0.0312972 | Time: 1842.96 ms [2021-09-16 17:18:44 main:574] : INFO : Epoch 1712 | loss: 0.0309908 | val_loss: 0.0313118 | Time: 1866.09 ms [2021-09-16 17:18:46 main:574] : INFO : Epoch 1713 | loss: 0.030992 | val_loss: 0.0313108 | Time: 1860.35 ms [2021-09-16 17:18:47 main:574] : INFO : Epoch 1714 | loss: 0.030989 | val_loss: 0.0313173 | Time: 1842.91 ms [2021-09-16 17:18:49 main:574] : INFO : Epoch 1715 | loss: 0.0309907 | val_loss: 0.0312857 | Time: 1798.54 ms [2021-09-16 17:18:51 main:574] : INFO : Epoch 1716 | loss: 0.0309963 | val_loss: 0.0312919 | Time: 1841.28 ms [2021-09-16 17:18:53 main:574] : INFO : Epoch 1717 | loss: 0.0310042 | val_loss: 0.0313292 | Time: 1812.8 ms [2021-09-16 17:18:55 main:574] : INFO : Epoch 1718 | loss: 0.0310016 | val_loss: 0.0313104 | Time: 1837.66 ms [2021-09-16 17:18:57 main:574] : INFO : Epoch 1719 | loss: 0.0310063 | val_loss: 0.0312723 | Time: 1792.61 ms [2021-09-16 17:18:58 main:574] : INFO : Epoch 1720 | loss: 0.0310056 | val_loss: 0.0312975 | Time: 1849.33 ms [2021-09-16 17:19:00 main:574] : INFO : Epoch 1721 | loss: 0.0309992 | val_loss: 0.0312837 | Time: 1833.19 ms [2021-09-16 17:19:02 main:574] : INFO : Epoch 1722 | loss: 0.0309955 | val_loss: 0.0312901 | Time: 1830.7 ms [2021-09-16 17:19:04 main:574] : INFO : Epoch 1723 | loss: 0.0310009 | val_loss: 0.0312569 | Time: 1904.06 ms [2021-09-16 17:19:06 main:574] : INFO : Epoch 1724 | loss: 0.0309997 | val_loss: 0.0313114 | Time: 1846.42 ms [2021-09-16 17:19:08 main:574] : INFO : Epoch 1725 | loss: 0.0309948 | val_loss: 0.0312886 | Time: 2058.08 ms [2021-09-16 17:19:10 main:574] : INFO : Epoch 1726 | loss: 0.0309926 | val_loss: 0.0313099 | Time: 1826.18 ms [2021-09-16 17:19:12 main:574] : INFO : Epoch 1727 | loss: 0.0309947 | val_loss: 0.0312934 | Time: 1840.99 ms [2021-09-16 17:19:13 main:574] : INFO : Epoch 1728 | loss: 0.0310051 | val_loss: 0.0312659 | Time: 1811.07 ms [2021-09-16 17:19:15 main:574] : INFO : Epoch 1729 | loss: 0.0309948 | val_loss: 0.0313153 | Time: 1728.24 ms [2021-09-16 17:19:17 main:574] : INFO : Epoch 1730 | loss: 0.0309989 | val_loss: 0.0312648 | Time: 1782.48 ms [2021-09-16 17:19:19 main:574] : INFO : Epoch 1731 | loss: 0.0310019 | val_loss: 0.0312802 | Time: 1721.12 ms [2021-09-16 17:19:20 main:574] : INFO : Epoch 1732 | loss: 0.0310095 | val_loss: 0.0312992 | Time: 1754.54 ms [2021-09-16 17:19:22 main:574] : INFO : Epoch 1733 | loss: 0.0310054 | val_loss: 0.0312857 | Time: 1745.75 ms [2021-09-16 17:19:24 main:574] : INFO : Epoch 1734 | loss: 0.0309968 | val_loss: 0.0312901 | Time: 1741.31 ms [2021-09-16 17:19:26 main:574] : INFO : Epoch 1735 | loss: 0.0309983 | val_loss: 0.0312872 | Time: 1788.43 ms [2021-09-16 17:19:27 main:574] : INFO : Epoch 1736 | loss: 0.0309909 | val_loss: 0.0312859 | Time: 1752.1 ms [2021-09-16 17:19:29 main:574] : INFO : Epoch 1737 | loss: 0.0309928 | val_loss: 0.031289 | Time: 1854.13 ms [2021-09-16 17:19:31 main:574] : INFO : Epoch 1738 | loss: 0.0309925 | val_loss: 0.0312785 | Time: 1745.63 ms [2021-09-16 17:19:33 main:574] : INFO : Epoch 1739 | loss: 0.0309972 | val_loss: 0.0313025 | Time: 1805.28 ms [2021-09-16 17:19:35 main:574] : INFO : Epoch 1740 | loss: 0.0310003 | val_loss: 0.0312862 | Time: 1807.7 ms [2021-09-16 17:19:36 main:574] : INFO : Epoch 1741 | loss: 0.0310064 | val_loss: 0.0312942 | Time: 1720.47 ms [2021-09-16 17:19:38 main:574] : INFO : Epoch 1742 | loss: 0.030999 | val_loss: 0.0313085 | Time: 1804.06 ms [2021-09-16 17:19:40 main:574] : INFO : Epoch 1743 | loss: 0.0309955 | val_loss: 0.0312618 | Time: 1743.04 ms [2021-09-16 17:19:42 main:574] : INFO : Epoch 1744 | loss: 0.0309967 | val_loss: 0.031279 | Time: 1790.58 ms [2021-09-16 17:19:43 main:574] : INFO : Epoch 1745 | loss: 0.0310099 | val_loss: 0.0312784 | Time: 1761.58 ms [2021-09-16 17:19:45 main:574] : INFO : Epoch 1746 | loss: 0.0310059 | val_loss: 0.0312813 | Time: 1738.98 ms [2021-09-16 17:19:47 main:574] : INFO : Epoch 1747 | loss: 0.0310013 | val_loss: 0.0312797 | Time: 1786.29 ms [2021-09-16 17:19:49 main:574] : INFO : Epoch 1748 | loss: 0.0309977 | val_loss: 0.0313214 | Time: 1763.61 ms [2021-09-16 17:19:51 main:574] : INFO : Epoch 1749 | loss: 0.0309957 | val_loss: 0.0312751 | Time: 1753.3 ms [2021-09-16 17:19:52 main:574] : INFO : Epoch 1750 | loss: 0.0309981 | val_loss: 0.0312926 | Time: 1712.53 ms [2021-09-16 17:19:54 main:574] : INFO : Epoch 1751 | loss: 0.0309978 | val_loss: 0.031285 | Time: 1734.66 ms [2021-09-16 17:19:56 main:574] : INFO : Epoch 1752 | loss: 0.0309988 | val_loss: 0.0312741 | Time: 1761.9 ms [2021-09-16 17:19:57 main:574] : INFO : Epoch 1753 | loss: 0.0309958 | val_loss: 0.0313034 | Time: 1742.82 ms [2021-09-16 17:19:59 main:574] : INFO : Epoch 1754 | loss: 0.0310007 | val_loss: 0.0312897 | Time: 1780.11 ms [2021-09-16 17:20:01 main:574] : INFO : Epoch 1755 | loss: 0.0310011 | val_loss: 0.0313228 | Time: 1774.99 ms [2021-09-16 17:20:03 main:574] : INFO : Epoch 1756 | loss: 0.030993 | val_loss: 0.0312948 | Time: 1765.35 ms [2021-09-16 17:20:05 main:574] : INFO : Epoch 1757 | loss: 0.031062 | val_loss: 0.0312419 | Time: 1769.26 ms [2021-09-16 17:20:06 main:574] : INFO : Epoch 1758 | loss: 0.0310621 | val_loss: 0.0312629 | Time: 1808.63 ms [2021-09-16 17:20:08 main:574] : INFO : Epoch 1759 | loss: 0.0310286 | val_loss: 0.0312746 | Time: 1815.39 ms [2021-09-16 17:20:10 main:574] : INFO : Epoch 1760 | loss: 0.0310091 | val_loss: 0.0312727 | Time: 1921.96 ms [2021-09-16 17:20:12 main:574] : INFO : Epoch 1761 | loss: 0.0310032 | val_loss: 0.0313073 | Time: 1798.2 ms [2021-09-16 17:20:14 main:574] : INFO : Epoch 1762 | loss: 0.0309985 | val_loss: 0.0312875 | Time: 1780.94 ms [2021-09-16 17:20:16 main:574] : INFO : Epoch 1763 | loss: 0.0309962 | val_loss: 0.0312829 | Time: 1798.69 ms [2021-09-16 17:20:17 main:574] : INFO : Epoch 1764 | loss: 0.0309966 | val_loss: 0.0312826 | Time: 1828.61 ms [2021-09-16 17:20:19 main:574] : INFO : Epoch 1765 | loss: 0.0309947 | val_loss: 0.0312999 | Time: 1888.72 ms [2021-09-16 17:20:21 main:574] : INFO : Epoch 1766 | loss: 0.0309973 | val_loss: 0.0312739 | Time: 1933.85 ms [2021-09-16 17:20:23 main:574] : INFO : Epoch 1767 | loss: 0.0310005 | val_loss: 0.0313008 | Time: 1882.54 ms [2021-09-16 17:20:25 main:574] : INFO : Epoch 1768 | loss: 0.0310023 | val_loss: 0.0313042 | Time: 1841.53 ms [2021-09-16 17:20:27 main:574] : INFO : Epoch 1769 | loss: 0.0309941 | val_loss: 0.0312848 | Time: 1831 ms [2021-09-16 17:20:29 main:574] : INFO : Epoch 1770 | loss: 0.0309965 | val_loss: 0.0313067 | Time: 1873.55 ms [2021-09-16 17:20:31 main:574] : INFO : Epoch 1771 | loss: 0.0310041 | val_loss: 0.031323 | Time: 1863.48 ms [2021-09-16 17:20:32 main:574] : INFO : Epoch 1772 | loss: 0.0310084 | val_loss: 0.0312876 | Time: 1874.44 ms [2021-09-16 17:20:34 main:574] : INFO : Epoch 1773 | loss: 0.0310009 | val_loss: 0.0312936 | Time: 1852.68 ms [2021-09-16 17:20:36 main:574] : INFO : Epoch 1774 | loss: 0.0309956 | val_loss: 0.0312948 | Time: 1849.77 ms [2021-09-16 17:20:38 main:574] : INFO : Epoch 1775 | loss: 0.0309955 | val_loss: 0.0312859 | Time: 1846.15 ms [2021-09-16 17:20:40 main:574] : INFO : Epoch 1776 | loss: 0.0310028 | val_loss: 0.0312806 | Time: 1829.17 ms [2021-09-16 17:20:42 main:574] : INFO : Epoch 1777 | loss: 0.030994 | val_loss: 0.031295 | Time: 1859.3 ms [2021-09-16 17:20:44 main:574] : INFO : Epoch 1778 | loss: 0.0309953 | val_loss: 0.0312859 | Time: 1884.12 ms [2021-09-16 17:20:45 main:574] : INFO : Epoch 1779 | loss: 0.0309919 | val_loss: 0.0312866 | Time: 1873.52 ms [2021-09-16 17:20:47 main:574] : INFO : Epoch 1780 | loss: 0.0309975 | val_loss: 0.0312853 | Time: 1857.75 ms [2021-09-16 17:20:49 main:574] : INFO : Epoch 1781 | loss: 0.0309991 | val_loss: 0.0312712 | Time: 1846.32 ms [2021-09-16 17:20:51 main:574] : INFO : Epoch 1782 | loss: 0.030998 | val_loss: 0.0312711 | Time: 1829.43 ms [2021-09-16 17:20:53 main:574] : INFO : Epoch 1783 | loss: 0.0309974 | val_loss: 0.0313261 | Time: 1845.57 ms [2021-09-16 17:20:55 main:574] : INFO : Epoch 1784 | loss: 0.0309969 | val_loss: 0.0312974 | Time: 1874.34 ms [2021-09-16 17:20:57 main:574] : INFO : Epoch 1785 | loss: 0.030995 | val_loss: 0.031275 | Time: 1885.74 ms [2021-09-16 17:20:58 main:574] : INFO : Epoch 1786 | loss: 0.0310021 | val_loss: 0.0313084 | Time: 1820.92 ms [2021-09-16 17:21:00 main:574] : INFO : Epoch 1787 | loss: 0.0309987 | val_loss: 0.0312728 | Time: 1873.63 ms [2021-09-16 17:21:02 main:574] : INFO : Epoch 1788 | loss: 0.0310012 | val_loss: 0.0312845 | Time: 1848.22 ms [2021-09-16 17:21:04 main:574] : INFO : Epoch 1789 | loss: 0.030995 | val_loss: 0.0312931 | Time: 1906.33 ms [2021-09-16 17:21:06 main:574] : INFO : Epoch 1790 | loss: 0.030994 | val_loss: 0.031303 | Time: 1835.57 ms [2021-09-16 17:21:08 main:574] : INFO : Epoch 1791 | loss: 0.0309909 | val_loss: 0.03129 | Time: 1835.75 ms [2021-09-16 17:21:10 main:574] : INFO : Epoch 1792 | loss: 0.0309969 | val_loss: 0.0312937 | Time: 1844.69 ms [2021-09-16 17:21:11 main:574] : INFO : Epoch 1793 | loss: 0.0309974 | val_loss: 0.031285 | Time: 1880.02 ms [2021-09-16 17:21:13 main:574] : INFO : Epoch 1794 | loss: 0.0310052 | val_loss: 0.0312734 | Time: 1853.71 ms [2021-09-16 17:21:15 main:574] : INFO : Epoch 1795 | loss: 0.0310048 | val_loss: 0.031289 | Time: 1874.79 ms [2021-09-16 17:21:17 main:574] : INFO : Epoch 1796 | loss: 0.0310059 | val_loss: 0.0312954 | Time: 1881.77 ms [2021-09-16 17:21:19 main:574] : INFO : Epoch 1797 | loss: 0.0309996 | val_loss: 0.0313182 | Time: 1827.08 ms [2021-09-16 17:21:21 main:574] : INFO : Epoch 1798 | loss: 0.0309965 | val_loss: 0.0312992 | Time: 1805.76 ms [2021-09-16 17:21:23 main:574] : INFO : Epoch 1799 | loss: 0.0309939 | val_loss: 0.0312856 | Time: 1853.98 ms [2021-09-16 17:21:24 main:574] : INFO : Epoch 1800 | loss: 0.0310005 | val_loss: 0.0312818 | Time: 1869.24 ms [2021-09-16 17:21:26 main:574] : INFO : Epoch 1801 | loss: 0.0310071 | val_loss: 0.0312878 | Time: 1878.11 ms [2021-09-16 17:21:28 main:574] : INFO : Epoch 1802 | loss: 0.0310119 | val_loss: 0.0312947 | Time: 1864.01 ms [2021-09-16 17:21:30 main:574] : INFO : Epoch 1803 | loss: 0.0310027 | val_loss: 0.0313227 | Time: 1898.17 ms [2021-09-16 17:21:32 main:574] : INFO : Epoch 1804 | loss: 0.0310022 | val_loss: 0.0312899 | Time: 1892.31 ms [2021-09-16 17:21:34 main:574] : INFO : Epoch 1805 | loss: 0.0310011 | val_loss: 0.0313049 | Time: 1861.68 ms [2021-09-16 17:21:36 main:574] : INFO : Epoch 1806 | loss: 0.0310016 | val_loss: 0.0313007 | Time: 1893.88 ms [2021-09-16 17:21:38 main:574] : INFO : Epoch 1807 | loss: 0.0309945 | val_loss: 0.0312812 | Time: 1873.09 ms [2021-09-16 17:21:39 main:574] : INFO : Epoch 1808 | loss: 0.0309978 | val_loss: 0.031305 | Time: 1858.51 ms [2021-09-16 17:21:41 main:574] : INFO : Epoch 1809 | loss: 0.0309943 | val_loss: 0.0312874 | Time: 1846.34 ms [2021-09-16 17:21:43 main:574] : INFO : Epoch 1810 | loss: 0.0309953 | val_loss: 0.0313128 | Time: 1878.29 ms [2021-09-16 17:21:45 main:574] : INFO : Epoch 1811 | loss: 0.0310033 | val_loss: 0.0312932 | Time: 1828.73 ms [2021-09-16 17:21:47 main:574] : INFO : Epoch 1812 | loss: 0.0310054 | val_loss: 0.0312814 | Time: 1846.13 ms [2021-09-16 17:21:49 main:574] : INFO : Epoch 1813 | loss: 0.0309971 | val_loss: 0.0312823 | Time: 1874.63 ms [2021-09-16 17:21:51 main:574] : INFO : Epoch 1814 | loss: 0.0310008 | val_loss: 0.0312864 | Time: 1899.6 ms [2021-09-16 17:21:53 main:574] : INFO : Epoch 1815 | loss: 0.0310065 | val_loss: 0.0312662 | Time: 1907.81 ms [2021-09-16 17:21:54 main:574] : INFO : Epoch 1816 | loss: 0.0309996 | val_loss: 0.0313028 | Time: 1895.79 ms [2021-09-16 17:21:56 main:574] : INFO : Epoch 1817 | loss: 0.030995 | val_loss: 0.0312987 | Time: 1887.96 ms [2021-09-16 17:21:58 main:574] : INFO : Epoch 1818 | loss: 0.0309973 | val_loss: 0.0312769 | Time: 1880.99 ms [2021-09-16 17:22:00 main:574] : INFO : Epoch 1819 | loss: 0.0310082 | val_loss: 0.0312515 | Time: 1890.34 ms [2021-09-16 17:22:02 main:574] : INFO : Epoch 1820 | loss: 0.0310216 | val_loss: 0.0312841 | Time: 1844.65 ms [2021-09-16 17:22:04 main:574] : INFO : Epoch 1821 | loss: 0.0310197 | val_loss: 0.031262 | Time: 1867 ms [2021-09-16 17:22:06 main:574] : INFO : Epoch 1822 | loss: 0.0310224 | val_loss: 0.0312711 | Time: 1876.98 ms [2021-09-16 17:22:08 main:574] : INFO : Epoch 1823 | loss: 0.0310159 | val_loss: 0.0312943 | Time: 1883 ms [2021-09-16 17:22:09 main:574] : INFO : Epoch 1824 | loss: 0.0309994 | val_loss: 0.0312985 | Time: 1837.73 ms [2021-09-16 17:22:11 main:574] : INFO : Epoch 1825 | loss: 0.0309919 | val_loss: 0.0313114 | Time: 1820.05 ms [2021-09-16 17:22:13 main:574] : INFO : Epoch 1826 | loss: 0.0309999 | val_loss: 0.0312875 | Time: 1836.32 ms [2021-09-16 17:22:15 main:574] : INFO : Epoch 1827 | loss: 0.0310058 | val_loss: 0.0312988 | Time: 1900.44 ms [2021-09-16 17:22:17 main:574] : INFO : Epoch 1828 | loss: 0.0310008 | val_loss: 0.031304 | Time: 1838.28 ms [2021-09-16 17:22:19 main:574] : INFO : Epoch 1829 | loss: 0.0309989 | val_loss: 0.0313044 | Time: 1830.42 ms [2021-09-16 17:22:21 main:574] : INFO : Epoch 1830 | loss: 0.0310079 | val_loss: 0.0312762 | Time: 1862.81 ms [2021-09-16 17:22:22 main:574] : INFO : Epoch 1831 | loss: 0.030997 | val_loss: 0.0312811 | Time: 1838.08 ms [2021-09-16 17:22:24 main:574] : INFO : Epoch 1832 | loss: 0.0309957 | val_loss: 0.0313025 | Time: 1850.02 ms [2021-09-16 17:22:26 main:574] : INFO : Epoch 1833 | loss: 0.0309979 | val_loss: 0.0312992 | Time: 1864.54 ms [2021-09-16 17:22:28 main:574] : INFO : Epoch 1834 | loss: 0.0309976 | val_loss: 0.0312785 | Time: 1869.86 ms [2021-09-16 17:22:30 main:574] : INFO : Epoch 1835 | loss: 0.0309995 | val_loss: 0.0312956 | Time: 1855.75 ms [2021-09-16 17:22:32 main:574] : INFO : Epoch 1836 | loss: 0.0309991 | val_loss: 0.0312738 | Time: 1827.38 ms [2021-09-16 17:22:34 main:574] : INFO : Epoch 1837 | loss: 0.0309951 | val_loss: 0.0312611 | Time: 1866.72 ms [2021-09-16 17:22:35 main:574] : INFO : Epoch 1838 | loss: 0.0310055 | val_loss: 0.031267 | Time: 1892.01 ms [2021-09-16 17:22:37 main:574] : INFO : Epoch 1839 | loss: 0.0310022 | val_loss: 0.0313073 | Time: 1851.75 ms [2021-09-16 17:22:39 main:574] : INFO : Epoch 1840 | loss: 0.0310047 | val_loss: 0.0312958 | Time: 1860.3 ms [2021-09-16 17:22:41 main:574] : INFO : Epoch 1841 | loss: 0.0310052 | val_loss: 0.0312654 | Time: 1846.61 ms [2021-09-16 17:22:43 main:574] : INFO : Epoch 1842 | loss: 0.0309945 | val_loss: 0.0313043 | Time: 1833.51 ms [2021-09-16 17:22:45 main:574] : INFO : Epoch 1843 | loss: 0.0309965 | val_loss: 0.031285 | Time: 1877.25 ms [2021-09-16 17:22:47 main:574] : INFO : Epoch 1844 | loss: 0.0309983 | val_loss: 0.031303 | Time: 1863.88 ms [2021-09-16 17:22:48 main:574] : INFO : Epoch 1845 | loss: 0.030999 | val_loss: 0.031279 | Time: 1836.74 ms [2021-09-16 17:22:50 main:574] : INFO : Epoch 1846 | loss: 0.0309989 | val_loss: 0.0312876 | Time: 1863.65 ms [2021-09-16 17:22:52 main:574] : INFO : Epoch 1847 | loss: 0.0309905 | val_loss: 0.0312848 | Time: 1841.79 ms [2021-09-16 17:22:54 main:574] : INFO : Epoch 1848 | loss: 0.0310003 | val_loss: 0.0312958 | Time: 1821.12 ms [2021-09-16 17:22:56 main:574] : INFO : Epoch 1849 | loss: 0.0309994 | val_loss: 0.0312704 | Time: 1853.46 ms [2021-09-16 17:22:58 main:574] : INFO : Epoch 1850 | loss: 0.0310027 | val_loss: 0.0312652 | Time: 1874.23 ms [2021-09-16 17:23:00 main:574] : INFO : Epoch 1851 | loss: 0.0309976 | val_loss: 0.0313289 | Time: 1805.73 ms [2021-09-16 17:23:01 main:574] : INFO : Epoch 1852 | loss: 0.0309977 | val_loss: 0.0312934 | Time: 1908.09 ms [2021-09-16 17:23:03 main:574] : INFO : Epoch 1853 | loss: 0.0310046 | val_loss: 0.0312717 | Time: 1911.06 ms [2021-09-16 17:23:05 main:574] : INFO : Epoch 1854 | loss: 0.0310204 | val_loss: 0.0312855 | Time: 1915.54 ms [2021-09-16 17:23:07 main:574] : INFO : Epoch 1855 | loss: 0.0310028 | val_loss: 0.0312764 | Time: 1857.67 ms [2021-09-16 17:23:09 main:574] : INFO : Epoch 1856 | loss: 0.0309991 | val_loss: 0.0312705 | Time: 1835.17 ms [2021-09-16 17:23:11 main:574] : INFO : Epoch 1857 | loss: 0.0310109 | val_loss: 0.0312668 | Time: 1873.46 ms [2021-09-16 17:23:13 main:574] : INFO : Epoch 1858 | loss: 0.0310032 | val_loss: 0.0312708 | Time: 1876.5 ms [2021-09-16 17:23:15 main:574] : INFO : Epoch 1859 | loss: 0.0310058 | val_loss: 0.0312937 | Time: 1874.61 ms [2021-09-16 17:23:16 main:574] : INFO : Epoch 1860 | loss: 0.0309937 | val_loss: 0.031301 | Time: 1862.33 ms [2021-09-16 17:23:18 main:574] : INFO : Epoch 1861 | loss: 0.0309953 | val_loss: 0.031274 | Time: 1822.29 ms [2021-09-16 17:23:20 main:574] : INFO : Epoch 1862 | loss: 0.0309943 | val_loss: 0.0313177 | Time: 1823.29 ms [2021-09-16 17:23:22 main:574] : INFO : Epoch 1863 | loss: 0.0309962 | val_loss: 0.0313433 | Time: 1822.26 ms [2021-09-16 17:23:24 main:574] : INFO : Epoch 1864 | loss: 0.031983 | val_loss: 0.0340718 | Time: 1832.82 ms [2021-09-16 17:23:26 main:574] : INFO : Epoch 1865 | loss: 0.0355569 | val_loss: 0.0330562 | Time: 1834.27 ms [2021-09-16 17:23:28 main:574] : INFO : Epoch 1866 | loss: 0.0319476 | val_loss: 0.031473 | Time: 1886.26 ms [2021-09-16 17:23:29 main:574] : INFO : Epoch 1867 | loss: 0.0313476 | val_loss: 0.0312806 | Time: 1847.87 ms [2021-09-16 17:23:31 main:574] : INFO : Epoch 1868 | loss: 0.0312643 | val_loss: 0.0312515 | Time: 1858.34 ms [2021-09-16 17:23:33 main:574] : INFO : Epoch 1869 | loss: 0.0312495 | val_loss: 0.0312454 | Time: 1851.04 ms [2021-09-16 17:23:35 main:574] : INFO : Epoch 1870 | loss: 0.0312457 | val_loss: 0.031243 | Time: 1850.7 ms [2021-09-16 17:23:37 main:574] : INFO : Epoch 1871 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1857.15 ms [2021-09-16 17:23:39 main:574] : INFO : Epoch 1872 | loss: 0.0312434 | val_loss: 0.0312405 | Time: 1872.17 ms [2021-09-16 17:23:41 main:574] : INFO : Epoch 1873 | loss: 0.0312408 | val_loss: 0.0312379 | Time: 1870.92 ms [2021-09-16 17:23:42 main:574] : INFO : Epoch 1874 | loss: 0.0312379 | val_loss: 0.0312335 | Time: 1865.32 ms [2021-09-16 17:23:44 main:574] : INFO : Epoch 1875 | loss: 0.0312363 | val_loss: 0.0312301 | Time: 1882.68 ms [2021-09-16 17:23:46 main:574] : INFO : Epoch 1876 | loss: 0.0312312 | val_loss: 0.0312226 | Time: 1828.4 ms [2021-09-16 17:23:48 main:574] : INFO : Epoch 1877 | loss: 0.0312241 | val_loss: 0.0312148 | Time: 1866.75 ms [2021-09-16 17:23:50 main:574] : INFO : Epoch 1878 | loss: 0.0312142 | val_loss: 0.0312035 | Time: 1890.82 ms [2021-09-16 17:23:52 main:574] : INFO : Epoch 1879 | loss: 0.0312037 | val_loss: 0.0312076 | Time: 1892.21 ms [2021-09-16 17:23:54 main:574] : INFO : Epoch 1880 | loss: 0.0311989 | val_loss: 0.0311939 | Time: 1919.19 ms [2021-09-16 17:23:56 main:574] : INFO : Epoch 1881 | loss: 0.0311964 | val_loss: 0.0311879 | Time: 1860.2 ms [2021-09-16 17:23:57 main:574] : INFO : Epoch 1882 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1841.85 ms [2021-09-16 17:23:59 main:574] : INFO : Epoch 1883 | loss: 0.0311919 | val_loss: 0.0311818 | Time: 1847.23 ms [2021-09-16 17:24:01 main:574] : INFO : Epoch 1884 | loss: 0.0311876 | val_loss: 0.0311855 | Time: 1819.59 ms [2021-09-16 17:24:03 main:574] : INFO : Epoch 1885 | loss: 0.031188 | val_loss: 0.03118 | Time: 1843.36 ms [2021-09-16 17:24:05 main:574] : INFO : Epoch 1886 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1833.79 ms [2021-09-16 17:24:07 main:574] : INFO : Epoch 1887 | loss: 0.0311833 | val_loss: 0.0311788 | Time: 1817.73 ms [2021-09-16 17:24:08 main:574] : INFO : Epoch 1888 | loss: 0.0311804 | val_loss: 0.0311761 | Time: 1811.97 ms [2021-09-16 17:24:10 main:574] : INFO : Epoch 1889 | loss: 0.0311802 | val_loss: 0.0311767 | Time: 1851.62 ms [2021-09-16 17:24:12 main:574] : INFO : Epoch 1890 | loss: 0.0311816 | val_loss: 0.0311753 | Time: 1843.64 ms [2021-09-16 17:24:14 main:574] : INFO : Epoch 1891 | loss: 0.0311791 | val_loss: 0.0311737 | Time: 1834.8 ms [2021-09-16 17:24:16 main:574] : INFO : Epoch 1892 | loss: 0.0311771 | val_loss: 0.0311737 | Time: 1863.74 ms [2021-09-16 17:24:18 main:574] : INFO : Epoch 1893 | loss: 0.031176 | val_loss: 0.0311732 | Time: 1872.96 ms [2021-09-16 17:24:20 main:574] : INFO : Epoch 1894 | loss: 0.0311742 | val_loss: 0.0311712 | Time: 1914.99 ms [2021-09-16 17:24:22 main:574] : INFO : Epoch 1895 | loss: 0.0311733 | val_loss: 0.0311711 | Time: 1850.18 ms [2021-09-16 17:24:23 main:574] : INFO : Epoch 1896 | loss: 0.0311728 | val_loss: 0.0311728 | Time: 1928.41 ms [2021-09-16 17:24:25 main:574] : INFO : Epoch 1897 | loss: 0.0311769 | val_loss: 0.0311881 | Time: 1850.41 ms [2021-09-16 17:24:27 main:574] : INFO : Epoch 1898 | loss: 0.0311757 | val_loss: 0.0311719 | Time: 1818.09 ms [2021-09-16 17:24:29 main:574] : INFO : Epoch 1899 | loss: 0.0311727 | val_loss: 0.0311732 | Time: 1878.87 ms [2021-09-16 17:24:31 main:574] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.0311703 | Time: 1888.66 ms [2021-09-16 17:24:33 main:574] : INFO : Epoch 1901 | loss: 0.0311724 | val_loss: 0.0311695 | Time: 1859.65 ms [2021-09-16 17:24:35 main:574] : INFO : Epoch 1902 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 1869.09 ms [2021-09-16 17:24:37 main:574] : INFO : Epoch 1903 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1916.5 ms [2021-09-16 17:24:38 main:574] : INFO : Epoch 1904 | loss: 0.0311666 | val_loss: 0.031169 | Time: 1912.33 ms [2021-09-16 17:24:40 main:574] : INFO : Epoch 1905 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 1891.06 ms [2021-09-16 17:24:42 main:574] : INFO : Epoch 1906 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 1891.07 ms [2021-09-16 17:24:44 main:574] : INFO : Epoch 1907 | loss: 0.0311675 | val_loss: 0.0311688 | Time: 1911.6 ms [2021-09-16 17:24:46 main:574] : INFO : Epoch 1908 | loss: 0.0311672 | val_loss: 0.0311678 | Time: 1870.8 ms [2021-09-16 17:24:48 main:574] : INFO : Epoch 1909 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 1831.36 ms [2021-09-16 17:24:50 main:574] : INFO : Epoch 1910 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 1882.98 ms [2021-09-16 17:24:52 main:574] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311666 | Time: 1871.17 ms [2021-09-16 17:24:53 main:574] : INFO : Epoch 1912 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 1832.9 ms [2021-09-16 17:24:55 main:574] : INFO : Epoch 1913 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 1864.58 ms [2021-09-16 17:24:57 main:574] : INFO : Epoch 1914 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 1832 ms [2021-09-16 17:24:59 main:574] : INFO : Epoch 1915 | loss: 0.0311605 | val_loss: 0.031166 | Time: 1890.09 ms [2021-09-16 17:25:01 main:574] : INFO : Epoch 1916 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 1849.11 ms [2021-09-16 17:25:03 main:574] : INFO : Epoch 1917 | loss: 0.0311597 | val_loss: 0.0311658 | Time: 1905.26 ms [2021-09-16 17:25:05 main:574] : INFO : Epoch 1918 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 1888.18 ms [2021-09-16 17:25:07 main:574] : INFO : Epoch 1919 | loss: 0.03116 | val_loss: 0.0311673 | Time: 1851.7 ms [2021-09-16 17:25:08 main:574] : INFO : Epoch 1920 | loss: 0.0311595 | val_loss: 0.0311654 | Time: 1856.44 ms [2021-09-16 17:25:10 main:574] : INFO : Epoch 1921 | loss: 0.0311576 | val_loss: 0.03117 | Time: 1949.59 ms [2021-09-16 17:25:12 main:574] : INFO : Epoch 1922 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 1858.99 ms [2021-09-16 17:25:14 main:574] : INFO : Epoch 1923 | loss: 0.0311599 | val_loss: 0.0311663 | Time: 1842.77 ms [2021-09-16 17:25:16 main:574] : INFO : Epoch 1924 | loss: 0.031157 | val_loss: 0.0311685 | Time: 1867.6 ms [2021-09-16 17:25:18 main:574] : INFO : Epoch 1925 | loss: 0.0311563 | val_loss: 0.0311648 | Time: 1863.88 ms [2021-09-16 17:25:20 main:574] : INFO : Epoch 1926 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 1829.41 ms [2021-09-16 17:25:22 main:574] : INFO : Epoch 1927 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1908.06 ms [2021-09-16 17:25:23 main:574] : INFO : Epoch 1928 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 1847.52 ms [2021-09-16 17:25:25 main:574] : INFO : Epoch 1929 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 1890.98 ms [2021-09-16 17:25:27 main:574] : INFO : Epoch 1930 | loss: 0.031152 | val_loss: 0.0311653 | Time: 1831.1 ms [2021-09-16 17:25:29 main:574] : INFO : Epoch 1931 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 1854.53 ms [2021-09-16 17:25:31 main:574] : INFO : Epoch 1932 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 1873.37 ms [2021-09-16 17:25:33 main:574] : INFO : Epoch 1933 | loss: 0.031152 | val_loss: 0.0311636 | Time: 1895.52 ms [2021-09-16 17:25:35 main:574] : INFO : Epoch 1934 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 1855.59 ms [2021-09-16 17:25:37 main:574] : INFO : Epoch 1935 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 1852.52 ms [2021-09-16 17:25:38 main:574] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311648 | Time: 1853.34 ms [2021-09-16 17:25:40 main:574] : INFO : Epoch 1937 | loss: 0.0311489 | val_loss: 0.0311651 | Time: 1839.65 ms [2021-09-16 17:25:42 main:574] : INFO : Epoch 1938 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1847.38 ms [2021-09-16 17:25:44 main:574] : INFO : Epoch 1939 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1837.47 ms [2021-09-16 17:25:46 main:574] : INFO : Epoch 1940 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 1874.12 ms [2021-09-16 17:25:48 main:574] : INFO : Epoch 1941 | loss: 0.0311483 | val_loss: 0.0311672 | Time: 1860.44 ms [2021-09-16 17:25:49 main:574] : INFO : Epoch 1942 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 1839.07 ms [2021-09-16 17:25:51 main:574] : INFO : Epoch 1943 | loss: 0.0311457 | val_loss: 0.031165 | Time: 1834.19 ms [2021-09-16 17:25:53 main:574] : INFO : Epoch 1944 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 1859.35 ms [2021-09-16 17:25:55 main:574] : INFO : Epoch 1945 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 1864.01 ms [2021-09-16 17:25:57 main:574] : INFO : Epoch 1946 | loss: 0.0311437 | val_loss: 0.0311675 | Time: 1883.93 ms [2021-09-16 17:25:59 main:574] : INFO : Epoch 1947 | loss: 0.0311439 | val_loss: 0.0311668 | Time: 1824.23 ms [2021-09-16 17:26:01 main:574] : INFO : Epoch 1948 | loss: 0.0311445 | val_loss: 0.0311717 | Time: 1818.3 ms [2021-09-16 17:26:02 main:574] : INFO : Epoch 1949 | loss: 0.0311452 | val_loss: 0.03117 | Time: 1826.82 ms [2021-09-16 17:26:04 main:574] : INFO : Epoch 1950 | loss: 0.0311423 | val_loss: 0.0311659 | Time: 1864.48 ms [2021-09-16 17:26:06 main:574] : INFO : Epoch 1951 | loss: 0.0311417 | val_loss: 0.0311663 | Time: 1863.25 ms [2021-09-16 17:26:08 main:574] : INFO : Epoch 1952 | loss: 0.0311417 | val_loss: 0.0311681 | Time: 1856.36 ms [2021-09-16 17:26:10 main:574] : INFO : Epoch 1953 | loss: 0.0311408 | val_loss: 0.0311671 | Time: 1859.15 ms [2021-09-16 17:26:12 main:574] : INFO : Epoch 1954 | loss: 0.0311415 | val_loss: 0.0311671 | Time: 1840.06 ms [2021-09-16 17:26:14 main:574] : INFO : Epoch 1955 | loss: 0.0311411 | val_loss: 0.0311801 | Time: 1821.7 ms [2021-09-16 17:26:15 main:574] : INFO : Epoch 1956 | loss: 0.0311409 | val_loss: 0.0311689 | Time: 1833.43 ms [2021-09-16 17:26:17 main:574] : INFO : Epoch 1957 | loss: 0.0311409 | val_loss: 0.0311731 | Time: 1847.83 ms [2021-09-16 17:26:19 main:574] : INFO : Epoch 1958 | loss: 0.0311411 | val_loss: 0.0311702 | Time: 1881.13 ms [2021-09-16 17:26:21 main:574] : INFO : Epoch 1959 | loss: 0.0311407 | val_loss: 0.031169 | Time: 1854.14 ms [2021-09-16 17:26:23 main:574] : INFO : Epoch 1960 | loss: 0.0311395 | val_loss: 0.0311657 | Time: 1873.06 ms [2021-09-16 17:26:25 main:574] : INFO : Epoch 1961 | loss: 0.0311368 | val_loss: 0.0311677 | Time: 1857.28 ms [2021-09-16 17:26:27 main:574] : INFO : Epoch 1962 | loss: 0.031137 | val_loss: 0.0311702 | Time: 1854.7 ms [2021-09-16 17:26:28 main:574] : INFO : Epoch 1963 | loss: 0.0311385 | val_loss: 0.0311679 | Time: 1852.2 ms [2021-09-16 17:26:30 main:574] : INFO : Epoch 1964 | loss: 0.0311386 | val_loss: 0.0311683 | Time: 1844.22 ms [2021-09-16 17:26:32 main:574] : INFO : Epoch 1965 | loss: 0.0311379 | val_loss: 0.0311658 | Time: 1843.91 ms [2021-09-16 17:26:34 main:574] : INFO : Epoch 1966 | loss: 0.0311356 | val_loss: 0.0311669 | Time: 1885.98 ms [2021-09-16 17:26:36 main:574] : INFO : Epoch 1967 | loss: 0.0311368 | val_loss: 0.0311671 | Time: 1844.7 ms [2021-09-16 17:26:38 main:574] : INFO : Epoch 1968 | loss: 0.0311348 | val_loss: 0.0311678 | Time: 1831.07 ms [2021-09-16 17:26:40 main:574] : INFO : Epoch 1969 | loss: 0.0311351 | val_loss: 0.0311671 | Time: 1848.16 ms [2021-09-16 17:26:41 main:574] : INFO : Epoch 1970 | loss: 0.0311345 | val_loss: 0.0311689 | Time: 1848.98 ms [2021-09-16 17:26:43 main:574] : INFO : Epoch 1971 | loss: 0.0311333 | val_loss: 0.0311671 | Time: 1847.45 ms [2021-09-16 17:26:45 main:574] : INFO : Epoch 1972 | loss: 0.0311379 | val_loss: 0.0311708 | Time: 1814.52 ms [2021-09-16 17:26:47 main:574] : INFO : Epoch 1973 | loss: 0.0311352 | val_loss: 0.0311662 | Time: 1803.81 ms [2021-09-16 17:26:49 main:574] : INFO : Epoch 1974 | loss: 0.0311344 | val_loss: 0.0311701 | Time: 1906.44 ms [2021-09-16 17:26:51 main:574] : INFO : Epoch 1975 | loss: 0.0311355 | val_loss: 0.0311739 | Time: 1775.34 ms [2021-09-16 17:26:52 main:574] : INFO : Epoch 1976 | loss: 0.0311318 | val_loss: 0.0311698 | Time: 1845.66 ms [2021-09-16 17:26:54 main:574] : INFO : Epoch 1977 | loss: 0.0311327 | val_loss: 0.0311668 | Time: 1753.34 ms [2021-09-16 17:26:56 main:574] : INFO : Epoch 1978 | loss: 0.031131 | val_loss: 0.031168 | Time: 1771.62 ms [2021-09-16 17:26:58 main:574] : INFO : Epoch 1979 | loss: 0.0311301 | val_loss: 0.0311702 | Time: 1797 ms [2021-09-16 17:27:00 main:574] : INFO : Epoch 1980 | loss: 0.0311332 | val_loss: 0.0311671 | Time: 1818.77 ms [2021-09-16 17:27:01 main:574] : INFO : Epoch 1981 | loss: 0.0311313 | val_loss: 0.031166 | Time: 1790.35 ms [2021-09-16 17:27:03 main:574] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311714 | Time: 1773.53 ms [2021-09-16 17:27:05 main:574] : INFO : Epoch 1983 | loss: 0.0311291 | val_loss: 0.0311664 | Time: 1734.68 ms [2021-09-16 17:27:07 main:574] : INFO : Epoch 1984 | loss: 0.0311288 | val_loss: 0.031168 | Time: 1726.82 ms [2021-09-16 17:27:08 main:574] : INFO : Epoch 1985 | loss: 0.0311299 | val_loss: 0.0311695 | Time: 1764.17 ms [2021-09-16 17:27:10 main:574] : INFO : Epoch 1986 | loss: 0.0311327 | val_loss: 0.0311692 | Time: 1835.52 ms [2021-09-16 17:27:12 main:574] : INFO : Epoch 1987 | loss: 0.031133 | val_loss: 0.0311832 | Time: 1770.06 ms [2021-09-16 17:27:14 main:574] : INFO : Epoch 1988 | loss: 0.0311343 | val_loss: 0.0311683 | Time: 1783.78 ms [2021-09-16 17:27:16 main:574] : INFO : Epoch 1989 | loss: 0.0311292 | val_loss: 0.0311687 | Time: 1804.76 ms [2021-09-16 17:27:17 main:574] : INFO : Epoch 1990 | loss: 0.0311271 | val_loss: 0.0311681 | Time: 1755.79 ms [2021-09-16 17:27:19 main:574] : INFO : Epoch 1991 | loss: 0.0311279 | val_loss: 0.0311684 | Time: 1773.09 ms [2021-09-16 17:27:21 main:574] : INFO : Epoch 1992 | loss: 0.0311275 | val_loss: 0.0311709 | Time: 1722.13 ms [2021-09-16 17:27:23 main:574] : INFO : Epoch 1993 | loss: 0.0311276 | val_loss: 0.0311702 | Time: 1729.79 ms [2021-09-16 17:27:24 main:574] : INFO : Epoch 1994 | loss: 0.0311248 | val_loss: 0.0311719 | Time: 1760.91 ms [2021-09-16 17:27:26 main:574] : INFO : Epoch 1995 | loss: 0.0311298 | val_loss: 0.0311761 | Time: 1763.72 ms [2021-09-16 17:27:28 main:574] : INFO : Epoch 1996 | loss: 0.031129 | val_loss: 0.0311735 | Time: 1737.39 ms [2021-09-16 17:27:30 main:574] : INFO : Epoch 1997 | loss: 0.0311277 | val_loss: 0.0311704 | Time: 1774.28 ms [2021-09-16 17:27:31 main:574] : INFO : Epoch 1998 | loss: 0.0311258 | val_loss: 0.0311731 | Time: 1749.35 ms [2021-09-16 17:27:33 main:574] : INFO : Epoch 1999 | loss: 0.0311241 | val_loss: 0.0311721 | Time: 1748.01 ms [2021-09-16 17:27:35 main:574] : INFO : Epoch 2000 | loss: 0.0311243 | val_loss: 0.0311689 | Time: 1764.12 ms [2021-09-16 17:27:37 main:574] : INFO : Epoch 2001 | loss: 0.0311259 | val_loss: 0.0311707 | Time: 1870.58 ms [2021-09-16 17:27:39 main:574] : INFO : Epoch 2002 | loss: 0.0311269 | val_loss: 0.0311679 | Time: 1771.05 ms [2021-09-16 17:27:40 main:574] : INFO : Epoch 2003 | loss: 0.0311259 | val_loss: 0.0311762 | Time: 1766.19 ms [2021-09-16 17:27:42 main:574] : INFO : Epoch 2004 | loss: 0.0311374 | val_loss: 0.0311655 | Time: 1771.67 ms [2021-09-16 17:27:44 main:574] : INFO : Epoch 2005 | loss: 0.0311348 | val_loss: 0.0311699 | Time: 1795.79 ms [2021-09-16 17:27:46 main:574] : INFO : Epoch 2006 | loss: 0.0311301 | val_loss: 0.0311667 | Time: 1757.36 ms [2021-09-16 17:27:48 main:574] : INFO : Epoch 2007 | loss: 0.0311291 | val_loss: 0.0311681 | Time: 1841.35 ms [2021-09-16 17:27:49 main:574] : INFO : Epoch 2008 | loss: 0.0311262 | val_loss: 0.0311708 | Time: 1731.46 ms [2021-09-16 17:27:51 main:574] : INFO : Epoch 2009 | loss: 0.031124 | val_loss: 0.0311705 | Time: 1817.74 ms [2021-09-16 17:27:53 main:574] : INFO : Epoch 2010 | loss: 0.0311239 | val_loss: 0.0311725 | Time: 1764.35 ms [2021-09-16 17:27:56 main:574] : INFO : Epoch 2011 | loss: 0.0311283 | val_loss: 0.0311699 | Time: 1801.04 ms [2021-09-16 17:27:57 main:574] : INFO : Epoch 2012 | loss: 0.0311272 | val_loss: 0.0311696 | Time: 1876.01 ms [2021-09-16 17:27:59 main:574] : INFO : Epoch 2013 | loss: 0.0311275 | val_loss: 0.0311711 | Time: 1889.65 ms [2021-09-16 17:28:01 main:574] : INFO : Epoch 2014 | loss: 0.0311243 | val_loss: 0.0311681 | Time: 1847.25 ms [2021-09-16 17:28:03 main:574] : INFO : Epoch 2015 | loss: 0.0311248 | val_loss: 0.0311703 | Time: 1845.08 ms [2021-09-16 17:28:05 main:574] : INFO : Epoch 2016 | loss: 0.0311283 | val_loss: 0.0311705 | Time: 1851.62 ms [2021-09-16 17:28:07 main:574] : INFO : Epoch 2017 | loss: 0.0311271 | val_loss: 0.0311703 | Time: 1849.93 ms [2021-09-16 17:28:09 main:574] : INFO : Epoch 2018 | loss: 0.0311276 | val_loss: 0.0311721 | Time: 1858.19 ms [2021-09-16 17:28:11 main:574] : INFO : Epoch 2019 | loss: 0.0311245 | val_loss: 0.0311683 | Time: 1862.76 ms [2021-09-16 17:28:12 main:574] : INFO : Epoch 2020 | loss: 0.0311266 | val_loss: 0.0311742 | Time: 1846.55 ms [2021-09-16 17:28:14 main:574] : INFO : Epoch 2021 | loss: 0.0311253 | val_loss: 0.0311706 | Time: 1852.54 ms [2021-09-16 17:28:16 main:574] : INFO : Epoch 2022 | loss: 0.0311207 | val_loss: 0.0311691 | Time: 1850.51 ms [2021-09-16 17:28:18 main:574] : INFO : Epoch 2023 | loss: 0.0311247 | val_loss: 0.0311687 | Time: 1852.38 ms [2021-09-16 17:28:20 main:574] : INFO : Epoch 2024 | loss: 0.0311237 | val_loss: 0.0311732 | Time: 1841.4 ms [2021-09-16 17:28:22 main:574] : INFO : Epoch 2025 | loss: 0.0311209 | val_loss: 0.0311673 | Time: 1869.45 ms [2021-09-16 17:28:24 main:574] : INFO : Epoch 2026 | loss: 0.0311223 | val_loss: 0.0311674 | Time: 1873.85 ms [2021-09-16 17:28:25 main:574] : INFO : Epoch 2027 | loss: 0.031121 | val_loss: 0.0311741 | Time: 1850.27 ms [2021-09-16 17:28:27 main:574] : INFO : Epoch 2028 | loss: 0.0311236 | val_loss: 0.0311715 | Time: 1844.94 ms [2021-09-16 17:28:29 main:574] : INFO : Epoch 2029 | loss: 0.0311287 | val_loss: 0.0311706 | Time: 1890.56 ms [2021-09-16 17:28:31 main:574] : INFO : Epoch 2030 | loss: 0.0311229 | val_loss: 0.0311772 | Time: 1813.15 ms [2021-09-16 17:28:33 main:574] : INFO : Epoch 2031 | loss: 0.0311266 | val_loss: 0.0311854 | Time: 1831.37 ms [2021-09-16 17:28:35 main:574] : INFO : Epoch 2032 | loss: 0.0311315 | val_loss: 0.0311846 | Time: 1889.47 ms [2021-09-16 17:28:37 main:574] : INFO : Epoch 2033 | loss: 0.031126 | val_loss: 0.0311768 | Time: 1883.16 ms [2021-09-16 17:28:38 main:574] : INFO : Epoch 2034 | loss: 0.0311295 | val_loss: 0.0311765 | Time: 1892.91 ms [2021-09-16 17:28:40 main:574] : INFO : Epoch 2035 | loss: 0.0311236 | val_loss: 0.0311765 | Time: 1888.43 ms [2021-09-16 17:28:42 main:574] : INFO : Epoch 2036 | loss: 0.0311239 | val_loss: 0.0311664 | Time: 1851.91 ms [2021-09-16 17:28:44 main:574] : INFO : Epoch 2037 | loss: 0.0311253 | val_loss: 0.0311695 | Time: 1890.71 ms [2021-09-16 17:28:46 main:574] : INFO : Epoch 2038 | loss: 0.0311283 | val_loss: 0.0311689 | Time: 1843.86 ms [2021-09-16 17:28:48 main:574] : INFO : Epoch 2039 | loss: 0.0311236 | val_loss: 0.0311752 | Time: 1843.76 ms [2021-09-16 17:28:50 main:574] : INFO : Epoch 2040 | loss: 0.0311221 | val_loss: 0.0311774 | Time: 1866.88 ms [2021-09-16 17:28:52 main:574] : INFO : Epoch 2041 | loss: 0.0311208 | val_loss: 0.0311695 | Time: 1872.56 ms [2021-09-16 17:28:53 main:574] : INFO : Epoch 2042 | loss: 0.0311191 | val_loss: 0.0311683 | Time: 1826.74 ms [2021-09-16 17:28:55 main:574] : INFO : Epoch 2043 | loss: 0.0311192 | val_loss: 0.031169 | Time: 1829.78 ms [2021-09-16 17:28:57 main:574] : INFO : Epoch 2044 | loss: 0.0311177 | val_loss: 0.0311672 | Time: 1826.6 ms [2021-09-16 17:28:59 main:574] : INFO : Epoch 2045 | loss: 0.0311186 | val_loss: 0.0311696 | Time: 1888 ms [2021-09-16 17:29:01 main:574] : INFO : Epoch 2046 | loss: 0.0311207 | val_loss: 0.0311762 | Time: 1839.35 ms [2021-09-16 17:29:03 main:574] : INFO : Epoch 2047 | loss: 0.0311212 | val_loss: 0.0311694 | Time: 1871.63 ms [2021-09-16 17:29:04 main:574] : INFO : Epoch 2048 | loss: 0.0311197 | val_loss: 0.0311695 | Time: 1850.76 ms [2021-09-16 17:29:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311695 [2021-09-16 17:29:04 main:603] : INFO : Saving end state to config to file [2021-09-16 17:29:05 main:608] : INFO : Success, exiting.. 17:29:05 (25644): 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)