Task 10026115
| Name | ParityModified-1639962086-17403-0_0 |
| Workunit | 7404749 |
| Created | 20 Dec 2021, 1:01:31 UTC |
| Sent | 5 Jan 2022, 17:59:30 UTC |
| Report deadline | 13 Jan 2022, 17:59:30 UTC |
| Received | 5 Jan 2022, 21:06:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 5 min 32 sec |
| CPU time | 1 hours 4 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,452.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-01-05 11:49:26 main:574] : INFO : Epoch 1542 | loss: 0.0310029 | val_loss: 0.0312692 | Time: 1896.91 ms [2022-01-05 11:49:28 main:574] : INFO : Epoch 1543 | loss: 0.031004 | val_loss: 0.0312918 | Time: 1891.47 ms [2022-01-05 11:49:30 main:574] : INFO : Epoch 1544 | loss: 0.0309984 | val_loss: 0.0312873 | Time: 1900.14 ms [2022-01-05 11:49:32 main:574] : INFO : Epoch 1545 | loss: 0.0309989 | val_loss: 0.0312827 | Time: 1900.37 ms [2022-01-05 11:49:34 main:574] : INFO : Epoch 1546 | loss: 0.0310014 | val_loss: 0.0312573 | Time: 1920.65 ms [2022-01-05 11:49:36 main:574] : INFO : Epoch 1547 | loss: 0.0310083 | val_loss: 0.031266 | Time: 1875.03 ms [2022-01-05 11:49:37 main:574] : INFO : Epoch 1548 | loss: 0.031001 | val_loss: 0.0312874 | Time: 1892.11 ms [2022-01-05 11:49:39 main:574] : INFO : Epoch 1549 | loss: 0.0309974 | val_loss: 0.0312657 | Time: 1919.36 ms [2022-01-05 11:49:41 main:574] : INFO : Epoch 1550 | loss: 0.0309982 | val_loss: 0.0312791 | Time: 1896.21 ms [2022-01-05 11:49:43 main:574] : INFO : Epoch 1551 | loss: 0.031004 | val_loss: 0.031313 | Time: 1888.64 ms [2022-01-05 11:49:45 main:574] : INFO : Epoch 1552 | loss: 0.0310015 | val_loss: 0.0312614 | Time: 1885.45 ms [2022-01-05 11:49:47 main:574] : INFO : Epoch 1553 | loss: 0.0309982 | val_loss: 0.0312752 | Time: 1920.16 ms [2022-01-05 11:49:49 main:574] : INFO : Epoch 1554 | loss: 0.0309996 | val_loss: 0.0312704 | Time: 1926.68 ms [2022-01-05 11:49:51 main:574] : INFO : Epoch 1555 | loss: 0.0310059 | val_loss: 0.0312748 | Time: 1914.38 ms [2022-01-05 11:49:53 main:574] : INFO : Epoch 1556 | loss: 0.0309998 | val_loss: 0.031281 | Time: 1913.45 ms [2022-01-05 11:49:55 main:574] : INFO : Epoch 1557 | loss: 0.0310022 | val_loss: 0.0312603 | Time: 1918.83 ms [2022-01-05 11:49:57 main:574] : INFO : Epoch 1558 | loss: 0.0309994 | val_loss: 0.0312429 | Time: 1902.19 ms [2022-01-05 11:49:59 main:574] : INFO : Epoch 1559 | loss: 0.0309966 | val_loss: 0.0312865 | Time: 1880.9 ms [2022-01-05 11:50:01 main:574] : INFO : Epoch 1560 | loss: 0.0309978 | val_loss: 0.0312984 | Time: 1926.96 ms [2022-01-05 11:50:02 main:574] : INFO : Epoch 1561 | loss: 0.030994 | val_loss: 0.0312736 | Time: 1901.69 ms [2022-01-05 11:50:04 main:574] : INFO : Epoch 1562 | loss: 0.0310091 | val_loss: 0.0312751 | Time: 1875.54 ms [2022-01-05 11:50:06 main:574] : INFO : Epoch 1563 | loss: 0.0310073 | val_loss: 0.0312742 | Time: 1883.04 ms [2022-01-05 11:50:08 main:574] : INFO : Epoch 1564 | loss: 0.0310009 | val_loss: 0.0312644 | Time: 1877.31 ms [2022-01-05 11:50:10 main:574] : INFO : Epoch 1565 | loss: 0.0310058 | val_loss: 0.0312833 | Time: 1897.76 ms [2022-01-05 11:50:12 main:574] : INFO : Epoch 1566 | loss: 0.0309977 | val_loss: 0.0312627 | Time: 1880.84 ms [2022-01-05 11:50:14 main:574] : INFO : Epoch 1567 | loss: 0.0309979 | val_loss: 0.0312819 | Time: 1890.86 ms [2022-01-05 11:50:16 main:574] : INFO : Epoch 1568 | loss: 0.0309956 | val_loss: 0.0312956 | Time: 1893.99 ms [2022-01-05 11:50:18 main:574] : INFO : Epoch 1569 | loss: 0.031003 | val_loss: 0.0312636 | Time: 1862.86 ms [2022-01-05 11:50:20 main:574] : INFO : Epoch 1570 | loss: 0.0310003 | val_loss: 0.0312591 | Time: 1919.19 ms [2022-01-05 11:50:21 main:574] : INFO : Epoch 1571 | loss: 0.0310051 | val_loss: 0.031269 | Time: 1894.77 ms [2022-01-05 11:50:23 main:574] : INFO : Epoch 1572 | loss: 0.031004 | val_loss: 0.0312577 | Time: 1900.16 ms [2022-01-05 11:50:25 main:574] : INFO : Epoch 1573 | loss: 0.0310101 | val_loss: 0.0312806 | Time: 1892.3 ms [2022-01-05 11:50:27 main:574] : INFO : Epoch 1574 | loss: 0.0309975 | val_loss: 0.031276 | Time: 1875.62 ms [2022-01-05 11:50:29 main:574] : INFO : Epoch 1575 | loss: 0.0310059 | val_loss: 0.0312949 | Time: 1872.22 ms [2022-01-05 11:50:31 main:574] : INFO : Epoch 1576 | loss: 0.031008 | val_loss: 0.0312645 | Time: 1900.18 ms [2022-01-05 11:50:33 main:574] : INFO : Epoch 1577 | loss: 0.0310136 | val_loss: 0.0312772 | Time: 1889.69 ms [2022-01-05 11:50:35 main:574] : INFO : Epoch 1578 | loss: 0.031011 | val_loss: 0.0312613 | Time: 1904.41 ms [2022-01-05 11:50:37 main:574] : INFO : Epoch 1579 | loss: 0.0310086 | val_loss: 0.0312935 | Time: 1896.79 ms [2022-01-05 11:50:39 main:574] : INFO : Epoch 1580 | loss: 0.0310023 | val_loss: 0.0313106 | Time: 1894.31 ms [2022-01-05 11:50:41 main:574] : INFO : Epoch 1581 | loss: 0.0310096 | val_loss: 0.0312516 | Time: 1873.95 ms [2022-01-05 11:50:42 main:574] : INFO : Epoch 1582 | loss: 0.0310057 | val_loss: 0.0312802 | Time: 1876.46 ms [2022-01-05 11:50:44 main:574] : INFO : Epoch 1583 | loss: 0.0310011 | val_loss: 0.0312808 | Time: 1901.84 ms [2022-01-05 11:50:46 main:574] : INFO : Epoch 1584 | loss: 0.0310026 | val_loss: 0.0313044 | Time: 1886.65 ms [2022-01-05 11:50:48 main:574] : INFO : Epoch 1585 | loss: 0.0309964 | val_loss: 0.0312879 | Time: 1895.41 ms [2022-01-05 11:50:50 main:574] : INFO : Epoch 1586 | loss: 0.0309953 | val_loss: 0.0312687 | Time: 1893.63 ms [2022-01-05 11:50:52 main:574] : INFO : Epoch 1587 | loss: 0.0309944 | val_loss: 0.0312749 | Time: 1905.33 ms [2022-01-05 11:50:54 main:574] : INFO : Epoch 1588 | loss: 0.0309968 | val_loss: 0.0312868 | Time: 1897.28 ms [2022-01-05 11:50:56 main:574] : INFO : Epoch 1589 | loss: 0.0309988 | val_loss: 0.0312836 | Time: 1938.42 ms [2022-01-05 11:50:58 main:574] : INFO : Epoch 1590 | loss: 0.031004 | val_loss: 0.0312891 | Time: 1898.64 ms [2022-01-05 11:51:00 main:574] : INFO : Epoch 1591 | loss: 0.0310073 | val_loss: 0.0312558 | Time: 1888.46 ms [2022-01-05 11:51:02 main:574] : INFO : Epoch 1592 | loss: 0.0310088 | val_loss: 0.0312587 | Time: 1894.95 ms [2022-01-05 11:51:04 main:574] : INFO : Epoch 1593 | loss: 0.0310096 | val_loss: 0.03128 | Time: 1908 ms [2022-01-05 11:51:05 main:574] : INFO : Epoch 1594 | loss: 0.0310236 | val_loss: 0.0312327 | Time: 1882.34 ms [2022-01-05 11:51:07 main:574] : INFO : Epoch 1595 | loss: 0.0310463 | val_loss: 0.0312567 | Time: 1898.52 ms [2022-01-05 11:51:09 main:574] : INFO : Epoch 1596 | loss: 0.0310114 | val_loss: 0.0312624 | Time: 1906.29 ms [2022-01-05 11:51:11 main:574] : INFO : Epoch 1597 | loss: 0.0310019 | val_loss: 0.0312871 | Time: 1908.74 ms [2022-01-05 11:51:13 main:574] : INFO : Epoch 1598 | loss: 0.0309987 | val_loss: 0.0312711 | Time: 1877.23 ms [2022-01-05 11:51:15 main:574] : INFO : Epoch 1599 | loss: 0.0309947 | val_loss: 0.0312818 | Time: 1904.22 ms [2022-01-05 11:51:17 main:574] : INFO : Epoch 1600 | loss: 0.0309988 | val_loss: 0.0312655 | Time: 1880.05 ms [2022-01-05 11:51:19 main:574] : INFO : Epoch 1601 | loss: 0.0309977 | val_loss: 0.0313035 | Time: 1909.06 ms [2022-01-05 11:51:21 main:574] : INFO : Epoch 1602 | loss: 0.0309988 | val_loss: 0.031267 | Time: 1876.75 ms [2022-01-05 11:51:23 main:574] : INFO : Epoch 1603 | loss: 0.0310026 | val_loss: 0.0312711 | Time: 1900.43 ms [2022-01-05 11:51:25 main:574] : INFO : Epoch 1604 | loss: 0.0310035 | val_loss: 0.0312653 | Time: 1904.8 ms [2022-01-05 11:51:27 main:574] : INFO : Epoch 1605 | loss: 0.031002 | val_loss: 0.031278 | Time: 1865.97 ms [2022-01-05 11:51:28 main:574] : INFO : Epoch 1606 | loss: 0.0309996 | val_loss: 0.031281 | Time: 1888.45 ms [2022-01-05 11:51:30 main:574] : INFO : Epoch 1607 | loss: 0.0309935 | val_loss: 0.0312826 | Time: 1883.65 ms [2022-01-05 11:51:32 main:574] : INFO : Epoch 1608 | loss: 0.0310037 | val_loss: 0.0312994 | Time: 1868.81 ms [2022-01-05 11:51:34 main:574] : INFO : Epoch 1609 | loss: 0.0309984 | val_loss: 0.0312794 | Time: 1908.19 ms [2022-01-05 11:51:36 main:574] : INFO : Epoch 1610 | loss: 0.0309969 | val_loss: 0.0312782 | Time: 1893.43 ms [2022-01-05 11:51:38 main:574] : INFO : Epoch 1611 | loss: 0.030997 | val_loss: 0.0312921 | Time: 1908.11 ms [2022-01-05 11:51:40 main:574] : INFO : Epoch 1612 | loss: 0.0309992 | val_loss: 0.0312627 | Time: 1883.53 ms [2022-01-05 11:51:42 main:574] : INFO : Epoch 1613 | loss: 0.0310059 | val_loss: 0.0312483 | Time: 1898.73 ms [2022-01-05 11:51:44 main:574] : INFO : Epoch 1614 | loss: 0.0310057 | val_loss: 0.0312783 | Time: 1893.11 ms [2022-01-05 11:51:46 main:574] : INFO : Epoch 1615 | loss: 0.0310018 | val_loss: 0.0312663 | Time: 1911.17 ms [2022-01-05 11:51:48 main:574] : INFO : Epoch 1616 | loss: 0.0310025 | val_loss: 0.0312748 | Time: 1899.05 ms [2022-01-05 11:51:50 main:574] : INFO : Epoch 1617 | loss: 0.0310002 | val_loss: 0.031279 | Time: 1913.65 ms [2022-01-05 11:51:51 main:574] : INFO : Epoch 1618 | loss: 0.0310033 | val_loss: 0.0313141 | Time: 1897.14 ms [2022-01-05 11:51:53 main:574] : INFO : Epoch 1619 | loss: 0.0309982 | val_loss: 0.0312872 | Time: 1881.49 ms [2022-01-05 11:51:55 main:574] : INFO : Epoch 1620 | loss: 0.0309988 | val_loss: 0.0312917 | Time: 1893.75 ms [2022-01-05 11:51:57 main:574] : INFO : Epoch 1621 | loss: 0.030998 | val_loss: 0.0312673 | Time: 1910.96 ms [2022-01-05 11:51:59 main:574] : INFO : Epoch 1622 | loss: 0.0310076 | val_loss: 0.0312482 | Time: 1895.26 ms [2022-01-05 11:52:01 main:574] : INFO : Epoch 1623 | loss: 0.0310063 | val_loss: 0.0312807 | Time: 1919.69 ms [2022-01-05 11:52:03 main:574] : INFO : Epoch 1624 | loss: 0.0310012 | val_loss: 0.0312799 | Time: 1905.93 ms [2022-01-05 11:52:05 main:574] : INFO : Epoch 1625 | loss: 0.0310039 | val_loss: 0.0312988 | Time: 1884.33 ms [2022-01-05 11:52:07 main:574] : INFO : Epoch 1626 | loss: 0.0309961 | val_loss: 0.0312759 | Time: 1887.11 ms [2022-01-05 11:52:09 main:574] : INFO : Epoch 1627 | loss: 0.0309963 | val_loss: 0.0312871 | Time: 1919.32 ms [2022-01-05 11:52:11 main:574] : INFO : Epoch 1628 | loss: 0.0310094 | val_loss: 0.0312876 | Time: 1899.6 ms [2022-01-05 11:52:13 main:574] : INFO : Epoch 1629 | loss: 0.0310001 | val_loss: 0.0312742 | Time: 1882.99 ms [2022-01-05 11:52:15 main:574] : INFO : Epoch 1630 | loss: 0.0310036 | val_loss: 0.031272 | Time: 1904.86 ms [2022-01-05 11:52:16 main:574] : INFO : Epoch 1631 | loss: 0.0309967 | val_loss: 0.0312756 | Time: 1903.85 ms [2022-01-05 11:52:18 main:574] : INFO : Epoch 1632 | loss: 0.0310001 | val_loss: 0.0312732 | Time: 1887.39 ms [2022-01-05 11:52:20 main:574] : INFO : Epoch 1633 | loss: 0.0310076 | val_loss: 0.0312954 | Time: 1897.69 ms [2022-01-05 11:52:22 main:574] : INFO : Epoch 1634 | loss: 0.031002 | val_loss: 0.0312736 | Time: 1897.92 ms [2022-01-05 11:52:24 main:574] : INFO : Epoch 1635 | loss: 0.0310075 | val_loss: 0.031268 | Time: 1892.8 ms [2022-01-05 11:52:26 main:574] : INFO : Epoch 1636 | loss: 0.0310087 | val_loss: 0.0312721 | Time: 1904.84 ms [2022-01-05 11:52:28 main:574] : INFO : Epoch 1637 | loss: 0.0310024 | val_loss: 0.0312651 | Time: 1877.49 ms [2022-01-05 11:52:30 main:574] : INFO : Epoch 1638 | loss: 0.0309963 | val_loss: 0.0312708 | Time: 1910.99 ms [2022-01-05 11:52:32 main:574] : INFO : Epoch 1639 | loss: 0.030996 | val_loss: 0.0312996 | Time: 1926.8 ms [2022-01-05 11:52:34 main:574] : INFO : Epoch 1640 | loss: 0.0309987 | val_loss: 0.0312681 | Time: 1907.88 ms [2022-01-05 11:52:36 main:574] : INFO : Epoch 1641 | loss: 0.0309991 | val_loss: 0.0312904 | Time: 1889.99 ms [2022-01-05 11:52:38 main:574] : INFO : Epoch 1642 | loss: 0.0310008 | val_loss: 0.0312753 | Time: 1900.02 ms [2022-01-05 11:52:39 main:574] : INFO : Epoch 1643 | loss: 0.0309972 | val_loss: 0.0313009 | Time: 1892.09 ms [2022-01-05 11:52:41 main:574] : INFO : Epoch 1644 | loss: 0.0310063 | val_loss: 0.0312829 | Time: 1890.46 ms [2022-01-05 11:52:43 main:574] : INFO : Epoch 1645 | loss: 0.0310086 | val_loss: 0.031255 | Time: 1880.5 ms [2022-01-05 11:52:45 main:574] : INFO : Epoch 1646 | loss: 0.0310043 | val_loss: 0.0312753 | Time: 1884.64 ms [2022-01-05 11:52:47 main:574] : INFO : Epoch 1647 | loss: 0.0309996 | val_loss: 0.0312605 | Time: 1926.66 ms [2022-01-05 11:52:49 main:574] : INFO : Epoch 1648 | loss: 0.0309983 | val_loss: 0.0312779 | Time: 1900.22 ms [2022-01-05 11:52:51 main:574] : INFO : Epoch 1649 | loss: 0.0309935 | val_loss: 0.0312769 | Time: 1895.86 ms [2022-01-05 11:52:53 main:574] : INFO : Epoch 1650 | loss: 0.0309999 | val_loss: 0.0312655 | Time: 1912.18 ms [2022-01-05 11:52:55 main:574] : INFO : Epoch 1651 | loss: 0.0309954 | val_loss: 0.0312748 | Time: 1891.89 ms [2022-01-05 11:52:57 main:574] : INFO : Epoch 1652 | loss: 0.0309871 | val_loss: 0.0312842 | Time: 1902.45 ms [2022-01-05 11:52:59 main:574] : INFO : Epoch 1653 | loss: 0.0309914 | val_loss: 0.0313127 | Time: 1902.26 ms [2022-01-05 11:53:00 main:574] : INFO : Epoch 1654 | loss: 0.0309938 | val_loss: 0.031282 | Time: 1889.53 ms [2022-01-05 11:53:02 main:574] : INFO : Epoch 1655 | loss: 0.0309978 | val_loss: 0.0312629 | Time: 1884.39 ms [2022-01-05 11:53:04 main:574] : INFO : Epoch 1656 | loss: 0.0310027 | val_loss: 0.0312866 | Time: 1897.73 ms [2022-01-05 11:53:06 main:574] : INFO : Epoch 1657 | loss: 0.031001 | val_loss: 0.0312584 | Time: 1895.52 ms [2022-01-05 11:53:08 main:574] : INFO : Epoch 1658 | loss: 0.0310078 | val_loss: 0.0312743 | Time: 1893.04 ms [2022-01-05 11:53:10 main:574] : INFO : Epoch 1659 | loss: 0.0310036 | val_loss: 0.031298 | Time: 1918.05 ms [2022-01-05 11:53:12 main:574] : INFO : Epoch 1660 | loss: 0.0309976 | val_loss: 0.0312762 | Time: 1897 ms [2022-01-05 11:53:14 main:574] : INFO : Epoch 1661 | loss: 0.0309907 | val_loss: 0.031291 | Time: 1920.57 ms [2022-01-05 11:53:16 main:574] : INFO : Epoch 1662 | loss: 0.0309907 | val_loss: 0.0312943 | Time: 1896.89 ms [2022-01-05 11:53:18 main:574] : INFO : Epoch 1663 | loss: 0.0309956 | val_loss: 0.0312869 | Time: 1867.34 ms [2022-01-05 11:53:20 main:574] : INFO : Epoch 1664 | loss: 0.0310058 | val_loss: 0.0312891 | Time: 1874.74 ms [2022-01-05 11:53:22 main:574] : INFO : Epoch 1665 | loss: 0.0309999 | val_loss: 0.0312879 | Time: 1907.92 ms [2022-01-05 11:53:24 main:574] : INFO : Epoch 1666 | loss: 0.0309974 | val_loss: 0.0312869 | Time: 1929.82 ms [2022-01-05 11:53:25 main:574] : INFO : Epoch 1667 | loss: 0.0310062 | val_loss: 0.0312741 | Time: 1892.83 ms [2022-01-05 11:53:27 main:574] : INFO : Epoch 1668 | loss: 0.0310011 | val_loss: 0.0312845 | Time: 1886.7 ms [2022-01-05 11:53:29 main:574] : INFO : Epoch 1669 | loss: 0.0309967 | val_loss: 0.0313017 | Time: 1896.19 ms [2022-01-05 11:53:31 main:574] : INFO : Epoch 1670 | loss: 0.0309978 | val_loss: 0.0312843 | Time: 1890.86 ms [2022-01-05 11:53:33 main:574] : INFO : Epoch 1671 | loss: 0.0310056 | val_loss: 0.0312638 | Time: 1883.42 ms [2022-01-05 11:53:35 main:574] : INFO : Epoch 1672 | loss: 0.0310074 | val_loss: 0.03127 | Time: 1894.49 ms [2022-01-05 11:53:37 main:574] : INFO : Epoch 1673 | loss: 0.0310037 | val_loss: 0.0312849 | Time: 1908.35 ms [2022-01-05 11:53:39 main:574] : INFO : Epoch 1674 | loss: 0.0309994 | val_loss: 0.031291 | Time: 1886.71 ms [2022-01-05 11:53:41 main:574] : INFO : Epoch 1675 | loss: 0.0310126 | val_loss: 0.0312594 | Time: 1897.28 ms [2022-01-05 11:53:43 main:574] : INFO : Epoch 1676 | loss: 0.031009 | val_loss: 0.0312582 | Time: 1878.89 ms [2022-01-05 11:53:44 main:574] : INFO : Epoch 1677 | loss: 0.0310014 | val_loss: 0.0312634 | Time: 1857.66 ms [2022-01-05 11:53:46 main:574] : INFO : Epoch 1678 | loss: 0.0310028 | val_loss: 0.031266 | Time: 1881.66 ms [2022-01-05 11:53:48 main:574] : INFO : Epoch 1679 | loss: 0.0310026 | val_loss: 0.0312743 | Time: 1890.04 ms [2022-01-05 11:53:50 main:574] : INFO : Epoch 1680 | loss: 0.0309998 | val_loss: 0.0313049 | Time: 1907.21 ms [2022-01-05 11:53:52 main:574] : INFO : Epoch 1681 | loss: 0.0309994 | val_loss: 0.0312982 | Time: 1887.2 ms [2022-01-05 11:53:54 main:574] : INFO : Epoch 1682 | loss: 0.0310001 | val_loss: 0.0312703 | Time: 1875.62 ms [2022-01-05 11:53:56 main:574] : INFO : Epoch 1683 | loss: 0.0309981 | val_loss: 0.031275 | Time: 1872.16 ms [2022-01-05 11:53:58 main:574] : INFO : Epoch 1684 | loss: 0.0309946 | val_loss: 0.0312892 | Time: 1898.7 ms [2022-01-05 11:54:00 main:574] : INFO : Epoch 1685 | loss: 0.0309964 | val_loss: 0.0312716 | Time: 1927.89 ms [2022-01-05 11:54:02 main:574] : INFO : Epoch 1686 | loss: 0.0310046 | val_loss: 0.0312673 | Time: 1907.58 ms [2022-01-05 11:54:04 main:574] : INFO : Epoch 1687 | loss: 0.0310054 | val_loss: 0.0312709 | Time: 1883.35 ms [2022-01-05 11:54:06 main:574] : INFO : Epoch 1688 | loss: 0.0310043 | val_loss: 0.0312757 | Time: 1897.36 ms [2022-01-05 11:54:07 main:574] : INFO : Epoch 1689 | loss: 0.0309923 | val_loss: 0.0312928 | Time: 1889.7 ms [2022-01-05 11:54:09 main:574] : INFO : Epoch 1690 | loss: 0.0309997 | val_loss: 0.0312795 | Time: 1887.17 ms [2022-01-05 11:54:11 main:574] : INFO : Epoch 1691 | loss: 0.0310002 | val_loss: 0.0312832 | Time: 1917.28 ms [2022-01-05 11:54:13 main:574] : INFO : Epoch 1692 | loss: 0.0309945 | val_loss: 0.0312698 | Time: 1883.11 ms [2022-01-05 11:54:15 main:574] : INFO : Epoch 1693 | loss: 0.030998 | val_loss: 0.0312939 | Time: 1904.73 ms [2022-01-05 11:54:17 main:574] : INFO : Epoch 1694 | loss: 0.0309971 | val_loss: 0.0312914 | Time: 1896.15 ms [2022-01-05 11:54:19 main:574] : INFO : Epoch 1695 | loss: 0.0310024 | val_loss: 0.0312806 | Time: 1938.92 ms [2022-01-05 11:54:21 main:574] : INFO : Epoch 1696 | loss: 0.0310067 | val_loss: 0.0312614 | Time: 1898.98 ms [2022-01-05 11:54:23 main:574] : INFO : Epoch 1697 | loss: 0.0310029 | val_loss: 0.0312824 | Time: 1889.86 ms [2022-01-05 11:54:25 main:574] : INFO : Epoch 1698 | loss: 0.0310072 | val_loss: 0.0312764 | Time: 1893.33 ms [2022-01-05 11:54:27 main:574] : INFO : Epoch 1699 | loss: 0.0310091 | val_loss: 0.031278 | Time: 1913.26 ms [2022-01-05 11:54:29 main:574] : INFO : Epoch 1700 | loss: 0.0310013 | val_loss: 0.0312684 | Time: 1906.56 ms [2022-01-05 11:54:31 main:574] : INFO : Epoch 1701 | loss: 0.0310097 | val_loss: 0.031276 | Time: 1916.77 ms [2022-01-05 11:54:32 main:574] : INFO : Epoch 1702 | loss: 0.0310056 | val_loss: 0.0312697 | Time: 1907.55 ms [2022-01-05 11:54:34 main:574] : INFO : Epoch 1703 | loss: 0.0309993 | val_loss: 0.0312863 | Time: 1905.69 ms [2022-01-05 11:54:36 main:574] : INFO : Epoch 1704 | loss: 0.0309988 | val_loss: 0.0312713 | Time: 1900.34 ms [2022-01-05 11:54:38 main:574] : INFO : Epoch 1705 | loss: 0.0310033 | val_loss: 0.0313095 | Time: 1895.14 ms [2022-01-05 11:54:40 main:574] : INFO : Epoch 1706 | loss: 0.0310018 | val_loss: 0.0312846 | Time: 1891.49 ms [2022-01-05 11:54:42 main:574] : INFO : Epoch 1707 | loss: 0.030997 | val_loss: 0.0312814 | Time: 1923.9 ms [2022-01-05 11:54:44 main:574] : INFO : Epoch 1708 | loss: 0.030999 | val_loss: 0.0312847 | Time: 1920.27 ms [2022-01-05 11:54:46 main:574] : INFO : Epoch 1709 | loss: 0.0310023 | val_loss: 0.0312808 | Time: 1895.63 ms [2022-01-05 11:54:48 main:574] : INFO : Epoch 1710 | loss: 0.030997 | val_loss: 0.0312809 | Time: 1893.78 ms [2022-01-05 11:54:50 main:574] : INFO : Epoch 1711 | loss: 0.0310005 | val_loss: 0.031254 | Time: 1889.39 ms [2022-01-05 11:54:52 main:574] : INFO : Epoch 1712 | loss: 0.0310041 | val_loss: 0.0312839 | Time: 1905.89 ms [2022-01-05 11:54:54 main:574] : INFO : Epoch 1713 | loss: 0.0310015 | val_loss: 0.0312888 | Time: 1892.07 ms [2022-01-05 11:54:56 main:574] : INFO : Epoch 1714 | loss: 0.0310074 | val_loss: 0.0312985 | Time: 1906.35 ms [2022-01-05 11:54:57 main:574] : INFO : Epoch 1715 | loss: 0.0310028 | val_loss: 0.0312721 | Time: 1873.84 ms [2022-01-05 11:54:59 main:574] : INFO : Epoch 1716 | loss: 0.0309991 | val_loss: 0.0312794 | Time: 1900.66 ms [2022-01-05 11:55:01 main:574] : INFO : Epoch 1717 | loss: 0.0309972 | val_loss: 0.0312772 | Time: 1895.83 ms [2022-01-05 11:55:03 main:574] : INFO : Epoch 1718 | loss: 0.0310028 | val_loss: 0.0312798 | Time: 1873.71 ms [2022-01-05 11:55:05 main:574] : INFO : Epoch 1719 | loss: 0.0310034 | val_loss: 0.0312749 | Time: 1880.95 ms [2022-01-05 11:55:07 main:574] : INFO : Epoch 1720 | loss: 0.0310074 | val_loss: 0.0312524 | Time: 1883.74 ms [2022-01-05 11:55:09 main:574] : INFO : Epoch 1721 | loss: 0.0309968 | val_loss: 0.0313078 | Time: 1921.64 ms [2022-01-05 11:55:11 main:574] : INFO : Epoch 1722 | loss: 0.0310056 | val_loss: 0.0312927 | Time: 1892.51 ms [2022-01-05 11:55:13 main:574] : INFO : Epoch 1723 | loss: 0.0309988 | val_loss: 0.0312864 | Time: 1902.15 ms [2022-01-05 11:55:15 main:574] : INFO : Epoch 1724 | loss: 0.0309984 | val_loss: 0.03129 | Time: 1892.86 ms [2022-01-05 11:55:17 main:574] : INFO : Epoch 1725 | loss: 0.0310088 | val_loss: 0.0312607 | Time: 1888.84 ms [2022-01-05 11:55:19 main:574] : INFO : Epoch 1726 | loss: 0.0310111 | val_loss: 0.0312774 | Time: 1904.38 ms [2022-01-05 11:55:20 main:574] : INFO : Epoch 1727 | loss: 0.0310052 | val_loss: 0.0313031 | Time: 1895.12 ms [2022-01-05 11:55:22 main:574] : INFO : Epoch 1728 | loss: 0.0309969 | val_loss: 0.0313026 | Time: 1912.9 ms [2022-01-05 11:55:24 main:574] : INFO : Epoch 1729 | loss: 0.030998 | val_loss: 0.0312737 | Time: 1895.63 ms [2022-01-05 11:55:26 main:574] : INFO : Epoch 1730 | loss: 0.0309983 | val_loss: 0.0312932 | Time: 1893.73 ms [2022-01-05 11:55:28 main:574] : INFO : Epoch 1731 | loss: 0.0309907 | val_loss: 0.0312742 | Time: 1896.91 ms [2022-01-05 11:55:30 main:574] : INFO : Epoch 1732 | loss: 0.030999 | val_loss: 0.0312742 | Time: 1885.07 ms [2022-01-05 11:55:32 main:574] : INFO : Epoch 1733 | loss: 0.0310027 | val_loss: 0.0312548 | Time: 1880.04 ms [2022-01-05 11:55:34 main:574] : INFO : Epoch 1734 | loss: 0.0310008 | val_loss: 0.0312808 | Time: 1872.49 ms [2022-01-05 11:55:36 main:574] : INFO : Epoch 1735 | loss: 0.0310023 | val_loss: 0.0312995 | Time: 1901.58 ms [2022-01-05 11:55:38 main:574] : INFO : Epoch 1736 | loss: 0.0310007 | val_loss: 0.0312775 | Time: 1878.97 ms [2022-01-05 11:55:40 main:574] : INFO : Epoch 1737 | loss: 0.0309992 | val_loss: 0.0312812 | Time: 1873.66 ms [2022-01-05 11:55:41 main:574] : INFO : Epoch 1738 | loss: 0.0309939 | val_loss: 0.0312702 | Time: 1911.55 ms [2022-01-05 11:55:43 main:574] : INFO : Epoch 1739 | loss: 0.0309946 | val_loss: 0.0312785 | Time: 1897.64 ms [2022-01-05 11:55:45 main:574] : INFO : Epoch 1740 | loss: 0.030995 | val_loss: 0.0312703 | Time: 1907.42 ms [2022-01-05 11:55:47 main:574] : INFO : Epoch 1741 | loss: 0.0309933 | val_loss: 0.0312923 | Time: 1909.94 ms [2022-01-05 11:55:49 main:574] : INFO : Epoch 1742 | loss: 0.0309979 | val_loss: 0.0312791 | Time: 1888.94 ms [2022-01-05 11:55:51 main:574] : INFO : Epoch 1743 | loss: 0.031 | val_loss: 0.0312528 | Time: 1910.81 ms [2022-01-05 11:55:53 main:574] : INFO : Epoch 1744 | loss: 0.0310035 | val_loss: 0.0312757 | Time: 1889.24 ms [2022-01-05 11:56:05 main:574] : INFO : Epoch 1745 | loss: 0.0310005 | val_loss: 0.0312616 | Time: 11897.8 ms [2022-01-05 11:56:07 main:574] : INFO : Epoch 1746 | loss: 0.0310025 | val_loss: 0.031273 | Time: 1896.4 ms [2022-01-05 11:56:09 main:574] : INFO : Epoch 1747 | loss: 0.0310049 | val_loss: 0.0312638 | Time: 1904.01 ms [2022-01-05 11:56:11 main:574] : INFO : Epoch 1748 | loss: 0.0310074 | val_loss: 0.0312778 | Time: 1902.2 ms [2022-01-05 11:56:13 main:574] : INFO : Epoch 1749 | loss: 0.0310005 | val_loss: 0.0312793 | Time: 1890.22 ms [2022-01-05 11:56:15 main:574] : INFO : Epoch 1750 | loss: 0.0310033 | val_loss: 0.0312611 | Time: 1912.93 ms [2022-01-05 11:56:16 main:574] : INFO : Epoch 1751 | loss: 0.0310026 | val_loss: 0.0312548 | Time: 1892.42 ms [2022-01-05 11:56:18 main:574] : INFO : Epoch 1752 | loss: 0.0310029 | val_loss: 0.0312577 | Time: 1893.35 ms [2022-01-05 11:56:20 main:574] : INFO : Epoch 1753 | loss: 0.0310006 | val_loss: 0.0312568 | Time: 1892.76 ms [2022-01-05 11:56:22 main:574] : INFO : Epoch 1754 | loss: 0.0309997 | val_loss: 0.0312882 | Time: 1908.5 ms [2022-01-05 11:56:24 main:574] : INFO : Epoch 1755 | loss: 0.0309975 | val_loss: 0.0312734 | Time: 1909.1 ms [2022-01-05 11:56:26 main:574] : INFO : Epoch 1756 | loss: 0.0309958 | val_loss: 0.0312986 | Time: 1903.76 ms [2022-01-05 11:56:28 main:574] : INFO : Epoch 1757 | loss: 0.0309964 | val_loss: 0.031254 | Time: 1863.5 ms [2022-01-05 11:56:30 main:574] : INFO : Epoch 1758 | loss: 0.0310033 | val_loss: 0.0312663 | Time: 1915.91 ms [2022-01-05 11:56:32 main:574] : INFO : Epoch 1759 | loss: 0.0310064 | val_loss: 0.0312494 | Time: 1903.37 ms [2022-01-05 11:56:34 main:574] : INFO : Epoch 1760 | loss: 0.0310065 | val_loss: 0.0312407 | Time: 1898.28 ms [2022-01-05 11:56:36 main:574] : INFO : Epoch 1761 | loss: 0.0310135 | val_loss: 0.0312942 | Time: 1902.15 ms [2022-01-05 11:56:38 main:574] : INFO : Epoch 1762 | loss: 0.031006 | val_loss: 0.0312975 | Time: 1888.12 ms [2022-01-05 11:56:39 main:574] : INFO : Epoch 1763 | loss: 0.0310009 | val_loss: 0.0312702 | Time: 1903.33 ms [2022-01-05 11:56:41 main:574] : INFO : Epoch 1764 | loss: 0.031004 | val_loss: 0.0312862 | Time: 1893.27 ms [2022-01-05 11:56:43 main:574] : INFO : Epoch 1765 | loss: 0.031002 | val_loss: 0.0312782 | Time: 1890.47 ms [2022-01-05 11:56:45 main:574] : INFO : Epoch 1766 | loss: 0.0309984 | val_loss: 0.0312933 | Time: 1896.54 ms [2022-01-05 11:56:47 main:574] : INFO : Epoch 1767 | loss: 0.0310161 | val_loss: 0.0312861 | Time: 1887.53 ms [2022-01-05 11:56:49 main:574] : INFO : Epoch 1768 | loss: 0.0310067 | val_loss: 0.0312663 | Time: 1881.03 ms [2022-01-05 11:56:51 main:574] : INFO : Epoch 1769 | loss: 0.0310108 | val_loss: 0.031279 | Time: 1880.11 ms [2022-01-05 11:56:53 main:574] : INFO : Epoch 1770 | loss: 0.031012 | val_loss: 0.0312541 | Time: 1922.03 ms [2022-01-05 11:56:55 main:574] : INFO : Epoch 1771 | loss: 0.0310117 | val_loss: 0.0312774 | Time: 1886.4 ms [2022-01-05 11:56:57 main:574] : INFO : Epoch 1772 | loss: 0.030997 | val_loss: 0.0313013 | Time: 1903.84 ms [2022-01-05 11:56:59 main:574] : INFO : Epoch 1773 | loss: 0.0309941 | val_loss: 0.0312975 | Time: 1895.22 ms [2022-01-05 11:57:00 main:574] : INFO : Epoch 1774 | loss: 0.0309984 | val_loss: 0.0312919 | Time: 1915.8 ms [2022-01-05 11:57:02 main:574] : INFO : Epoch 1775 | loss: 0.0309969 | val_loss: 0.0313029 | Time: 1893.02 ms [2022-01-05 11:57:04 main:574] : INFO : Epoch 1776 | loss: 0.030992 | val_loss: 0.0313012 | Time: 1887.57 ms [2022-01-05 11:57:06 main:574] : INFO : Epoch 1777 | loss: 0.0310038 | val_loss: 0.0312738 | Time: 1915.27 ms [2022-01-05 11:57:08 main:574] : INFO : Epoch 1778 | loss: 0.0310009 | val_loss: 0.0312737 | Time: 1892.34 ms [2022-01-05 11:57:10 main:574] : INFO : Epoch 1779 | loss: 0.0309964 | val_loss: 0.0312795 | Time: 1906.45 ms [2022-01-05 11:57:12 main:574] : INFO : Epoch 1780 | loss: 0.0310058 | val_loss: 0.0312469 | Time: 1909.88 ms [2022-01-05 11:57:14 main:574] : INFO : Epoch 1781 | loss: 0.0310088 | val_loss: 0.0312769 | Time: 1916.17 ms [2022-01-05 11:57:16 main:574] : INFO : Epoch 1782 | loss: 0.0310039 | val_loss: 0.0312747 | Time: 1926.88 ms [2022-01-05 11:57:18 main:574] : INFO : Epoch 1783 | loss: 0.0310043 | val_loss: 0.0312808 | Time: 1905.02 ms [2022-01-05 11:57:20 main:574] : INFO : Epoch 1784 | loss: 0.0310007 | val_loss: 0.0312702 | Time: 1898.78 ms [2022-01-05 11:57:22 main:574] : INFO : Epoch 1785 | loss: 0.0309955 | val_loss: 0.0312754 | Time: 1889.97 ms [2022-01-05 11:57:24 main:574] : INFO : Epoch 1786 | loss: 0.0310016 | val_loss: 0.0312471 | Time: 1886.59 ms [2022-01-05 11:57:25 main:574] : INFO : Epoch 1787 | loss: 0.031001 | val_loss: 0.031284 | Time: 1883.48 ms [2022-01-05 11:57:27 main:574] : INFO : Epoch 1788 | loss: 0.0310032 | val_loss: 0.0312718 | Time: 1899.14 ms [2022-01-05 11:57:29 main:574] : INFO : Epoch 1789 | loss: 0.0310209 | val_loss: 0.0312492 | Time: 1891.46 ms [2022-01-05 11:57:31 main:574] : INFO : Epoch 1790 | loss: 0.0310142 | val_loss: 0.0312887 | Time: 1882.81 ms [2022-01-05 11:57:33 main:574] : INFO : Epoch 1791 | loss: 0.0310004 | val_loss: 0.0312913 | Time: 1893.46 ms [2022-01-05 11:57:35 main:574] : INFO : Epoch 1792 | loss: 0.030995 | val_loss: 0.0312915 | Time: 1897.58 ms [2022-01-05 11:57:37 main:574] : INFO : Epoch 1793 | loss: 0.0309926 | val_loss: 0.0312812 | Time: 1869.17 ms [2022-01-05 11:57:39 main:574] : INFO : Epoch 1794 | loss: 0.0310002 | val_loss: 0.0312991 | Time: 1907.41 ms [2022-01-05 11:57:41 main:574] : INFO : Epoch 1795 | loss: 0.0310011 | val_loss: 0.0312947 | Time: 1888.88 ms [2022-01-05 11:57:43 main:574] : INFO : Epoch 1796 | loss: 0.0310011 | val_loss: 0.031312 | Time: 1891.21 ms [2022-01-05 11:57:44 main:574] : INFO : Epoch 1797 | loss: 0.0309903 | val_loss: 0.0312908 | Time: 1900.06 ms [2022-01-05 11:57:46 main:574] : INFO : Epoch 1798 | loss: 0.0309929 | val_loss: 0.0312898 | Time: 1887.34 ms [2022-01-05 11:57:48 main:574] : INFO : Epoch 1799 | loss: 0.0309955 | val_loss: 0.0312657 | Time: 1882.42 ms [2022-01-05 11:57:50 main:574] : INFO : Epoch 1800 | loss: 0.0310067 | val_loss: 0.0312589 | Time: 1911 ms [2022-01-05 11:57:52 main:574] : INFO : Epoch 1801 | loss: 0.0310006 | val_loss: 0.0312735 | Time: 1875.71 ms [2022-01-05 11:57:54 main:574] : INFO : Epoch 1802 | loss: 0.0310022 | val_loss: 0.031274 | Time: 1896.18 ms [2022-01-05 11:57:56 main:574] : INFO : Epoch 1803 | loss: 0.0309946 | val_loss: 0.0312837 | Time: 1899.36 ms [2022-01-05 11:57:58 main:574] : INFO : Epoch 1804 | loss: 0.0309932 | val_loss: 0.0312856 | Time: 1890.7 ms [2022-01-05 11:58:00 main:574] : INFO : Epoch 1805 | loss: 0.0309956 | val_loss: 0.0312767 | Time: 1860.85 ms [2022-01-05 11:58:02 main:574] : INFO : Epoch 1806 | loss: 0.0309986 | val_loss: 0.0312813 | Time: 1885.05 ms [2022-01-05 11:58:04 main:574] : INFO : Epoch 1807 | loss: 0.031002 | val_loss: 0.0312634 | Time: 1890.56 ms [2022-01-05 11:58:05 main:574] : INFO : Epoch 1808 | loss: 0.0309956 | val_loss: 0.0312756 | Time: 1848.75 ms [2022-01-05 11:58:07 main:574] : INFO : Epoch 1809 | loss: 0.0310013 | val_loss: 0.0312709 | Time: 1889.61 ms [2022-01-05 11:58:09 main:574] : INFO : Epoch 1810 | loss: 0.0309979 | val_loss: 0.0313045 | Time: 1904.02 ms [2022-01-05 11:58:11 main:574] : INFO : Epoch 1811 | loss: 0.0309985 | val_loss: 0.0312781 | Time: 1923.53 ms [2022-01-05 11:58:13 main:574] : INFO : Epoch 1812 | loss: 0.0310078 | val_loss: 0.0312748 | Time: 1887.62 ms [2022-01-05 11:58:15 main:574] : INFO : Epoch 1813 | loss: 0.0310047 | val_loss: 0.031306 | Time: 1928.49 ms [2022-01-05 11:58:17 main:574] : INFO : Epoch 1814 | loss: 0.0310008 | val_loss: 0.0312883 | Time: 1890.39 ms [2022-01-05 11:58:19 main:574] : INFO : Epoch 1815 | loss: 0.0309943 | val_loss: 0.031269 | Time: 1883.97 ms [2022-01-05 11:58:21 main:574] : INFO : Epoch 1816 | loss: 0.0309942 | val_loss: 0.0312615 | Time: 1879.61 ms [2022-01-05 11:58:23 main:574] : INFO : Epoch 1817 | loss: 0.030998 | val_loss: 0.0313059 | Time: 1893.27 ms [2022-01-05 11:58:25 main:574] : INFO : Epoch 1818 | loss: 0.0310059 | val_loss: 0.0312701 | Time: 1901.76 ms [2022-01-05 11:58:26 main:574] : INFO : Epoch 1819 | loss: 0.0310011 | val_loss: 0.0312812 | Time: 1908.03 ms [2022-01-05 11:58:28 main:574] : INFO : Epoch 1820 | loss: 0.0309952 | val_loss: 0.0312607 | Time: 1888.18 ms [2022-01-05 11:58:30 main:574] : INFO : Epoch 1821 | loss: 0.031009 | val_loss: 0.031272 | Time: 1884.32 ms [2022-01-05 11:58:32 main:574] : INFO : Epoch 1822 | loss: 0.0310133 | val_loss: 0.0312606 | Time: 1922.39 ms [2022-01-05 11:58:34 main:574] : INFO : Epoch 1823 | loss: 0.0310059 | val_loss: 0.0312874 | Time: 1880.31 ms [2022-01-05 11:58:36 main:574] : INFO : Epoch 1824 | loss: 0.0310022 | val_loss: 0.0312926 | Time: 1876.8 ms [2022-01-05 11:58:38 main:574] : INFO : Epoch 1825 | loss: 0.0309961 | val_loss: 0.0313056 | Time: 1902.75 ms [2022-01-05 11:58:40 main:574] : INFO : Epoch 1826 | loss: 0.030988 | val_loss: 0.031297 | Time: 1901.95 ms [2022-01-05 11:58:42 main:574] : INFO : Epoch 1827 | loss: 0.0309895 | val_loss: 0.0312974 | Time: 1875.9 ms [2022-01-05 11:58:44 main:574] : INFO : Epoch 1828 | loss: 0.0309944 | val_loss: 0.0312673 | Time: 1917.34 ms [2022-01-05 11:58:46 main:574] : INFO : Epoch 1829 | loss: 0.0310079 | val_loss: 0.0312723 | Time: 1886.23 ms [2022-01-05 11:58:47 main:574] : INFO : Epoch 1830 | loss: 0.0310009 | val_loss: 0.0312874 | Time: 1871.51 ms [2022-01-05 11:58:49 main:574] : INFO : Epoch 1831 | loss: 0.0309961 | val_loss: 0.0312961 | Time: 1905.67 ms [2022-01-05 11:58:51 main:574] : INFO : Epoch 1832 | loss: 0.0309905 | val_loss: 0.0312811 | Time: 1917.86 ms [2022-01-05 11:58:53 main:574] : INFO : Epoch 1833 | loss: 0.0309997 | val_loss: 0.0312733 | Time: 1897.11 ms [2022-01-05 11:58:55 main:574] : INFO : Epoch 1834 | loss: 0.0310055 | val_loss: 0.0312839 | Time: 1896.33 ms [2022-01-05 11:58:57 main:574] : INFO : Epoch 1835 | loss: 0.0310171 | val_loss: 0.0312808 | Time: 1906.84 ms [2022-01-05 11:58:59 main:574] : INFO : Epoch 1836 | loss: 0.0310025 | val_loss: 0.0312636 | Time: 1917.9 ms [2022-01-05 11:59:01 main:574] : INFO : Epoch 1837 | loss: 0.0310041 | val_loss: 0.0312564 | Time: 1870.27 ms [2022-01-05 11:59:03 main:574] : INFO : Epoch 1838 | loss: 0.0309953 | val_loss: 0.0312905 | Time: 1884.4 ms [2022-01-05 11:59:05 main:574] : INFO : Epoch 1839 | loss: 0.0309979 | val_loss: 0.0312719 | Time: 1886.2 ms [2022-01-05 11:59:07 main:574] : INFO : Epoch 1840 | loss: 0.0310135 | val_loss: 0.031276 | Time: 1890.32 ms [2022-01-05 11:59:08 main:574] : INFO : Epoch 1841 | loss: 0.0310131 | val_loss: 0.0312777 | Time: 1879.68 ms [2022-01-05 11:59:10 main:574] : INFO : Epoch 1842 | loss: 0.0309957 | val_loss: 0.031268 | Time: 1922.2 ms [2022-01-05 11:59:12 main:574] : INFO : Epoch 1843 | loss: 0.0310011 | val_loss: 0.031279 | Time: 1926.25 ms [2022-01-05 11:59:14 main:574] : INFO : Epoch 1844 | loss: 0.030998 | val_loss: 0.0312775 | Time: 1865.03 ms [2022-01-05 11:59:16 main:574] : INFO : Epoch 1845 | loss: 0.0309997 | val_loss: 0.0312764 | Time: 1876.54 ms [2022-01-05 11:59:18 main:574] : INFO : Epoch 1846 | loss: 0.0310033 | val_loss: 0.031272 | Time: 1939.1 ms [2022-01-05 11:59:20 main:574] : INFO : Epoch 1847 | loss: 0.0310003 | val_loss: 0.0312744 | Time: 1886.1 ms [2022-01-05 11:59:22 main:574] : INFO : Epoch 1848 | loss: 0.0309998 | val_loss: 0.0312921 | Time: 1884.85 ms [2022-01-05 11:59:24 main:574] : INFO : Epoch 1849 | loss: 0.0310068 | val_loss: 0.0312911 | Time: 1887.29 ms [2022-01-05 11:59:26 main:574] : INFO : Epoch 1850 | loss: 0.0309973 | val_loss: 0.0312942 | Time: 1904.67 ms [2022-01-05 11:59:28 main:574] : INFO : Epoch 1851 | loss: 0.0309964 | val_loss: 0.0312539 | Time: 1905.88 ms [2022-01-05 11:59:30 main:574] : INFO : Epoch 1852 | loss: 0.0310044 | val_loss: 0.0312785 | Time: 1921.13 ms [2022-01-05 11:59:31 main:574] : INFO : Epoch 1853 | loss: 0.0310021 | val_loss: 0.0312575 | Time: 1902.06 ms [2022-01-05 11:59:33 main:574] : INFO : Epoch 1854 | loss: 0.0310024 | val_loss: 0.0312576 | Time: 1902.01 ms [2022-01-05 11:59:35 main:574] : INFO : Epoch 1855 | loss: 0.0309912 | val_loss: 0.031301 | Time: 1866.67 ms [2022-01-05 11:59:37 main:574] : INFO : Epoch 1856 | loss: 0.0309923 | val_loss: 0.031283 | Time: 1895.62 ms [2022-01-05 11:59:39 main:574] : INFO : Epoch 1857 | loss: 0.0309977 | val_loss: 0.031275 | Time: 1902.18 ms [2022-01-05 11:59:41 main:574] : INFO : Epoch 1858 | loss: 0.0309888 | val_loss: 0.0312862 | Time: 1907.88 ms [2022-01-05 11:59:43 main:574] : INFO : Epoch 1859 | loss: 0.030995 | val_loss: 0.0312953 | Time: 1887.3 ms [2022-01-05 11:59:45 main:574] : INFO : Epoch 1860 | loss: 0.0310066 | val_loss: 0.0312663 | Time: 1886.25 ms [2022-01-05 11:59:47 main:574] : INFO : Epoch 1861 | loss: 0.0310037 | val_loss: 0.0312817 | Time: 1905.1 ms [2022-01-05 11:59:49 main:574] : INFO : Epoch 1862 | loss: 0.0309974 | val_loss: 0.0312941 | Time: 1860.94 ms [2022-01-05 11:59:51 main:574] : INFO : Epoch 1863 | loss: 0.0310053 | val_loss: 0.0312803 | Time: 1926.81 ms [2022-01-05 11:59:53 main:574] : INFO : Epoch 1864 | loss: 0.0310039 | val_loss: 0.0312647 | Time: 1909.17 ms [2022-01-05 11:59:55 main:574] : INFO : Epoch 1865 | loss: 0.0309948 | val_loss: 0.0312964 | Time: 1934.55 ms [2022-01-05 11:59:56 main:574] : INFO : Epoch 1866 | loss: 0.0310055 | val_loss: 0.0312863 | Time: 1918.58 ms [2022-01-05 11:59:58 main:574] : INFO : Epoch 1867 | loss: 0.0309989 | val_loss: 0.0312736 | Time: 1885.89 ms [2022-01-05 12:00:01 main:574] : INFO : Epoch 1868 | loss: 0.0309971 | val_loss: 0.0312821 | Time: 2146.17 ms [2022-01-05 12:00:03 main:574] : INFO : Epoch 1869 | loss: 0.0309956 | val_loss: 0.0312899 | Time: 1974.89 ms [2022-01-05 12:00:04 main:574] : INFO : Epoch 1870 | loss: 0.0309957 | val_loss: 0.0312748 | Time: 1911.29 ms [2022-01-05 12:00:06 main:574] : INFO : Epoch 1871 | loss: 0.0310185 | val_loss: 0.0312547 | Time: 1897.55 ms [2022-01-05 12:00:08 main:574] : INFO : Epoch 1872 | loss: 0.0310178 | val_loss: 0.0312891 | Time: 1896.41 ms [2022-01-05 12:00:10 main:574] : INFO : Epoch 1873 | loss: 0.0310059 | val_loss: 0.0312883 | Time: 1882.68 ms [2022-01-05 12:00:12 main:574] : INFO : Epoch 1874 | loss: 0.0310012 | val_loss: 0.0313057 | Time: 1875.52 ms [2022-01-05 12:00:14 main:574] : INFO : Epoch 1875 | loss: 0.0309943 | val_loss: 0.0312822 | Time: 1905.38 ms [2022-01-05 12:00:16 main:574] : INFO : Epoch 1876 | loss: 0.0310004 | val_loss: 0.031296 | Time: 1903.87 ms [2022-01-05 12:00:18 main:574] : INFO : Epoch 1877 | loss: 0.0310047 | val_loss: 0.0312945 | Time: 1898 ms [2022-01-05 12:00:20 main:574] : INFO : Epoch 1878 | loss: 0.0309999 | val_loss: 0.0312722 | Time: 1906.84 ms [2022-01-05 12:00:22 main:574] : INFO : Epoch 1879 | loss: 0.0309945 | val_loss: 0.0313008 | Time: 1913.41 ms [2022-01-05 12:00:24 main:574] : INFO : Epoch 1880 | loss: 0.0309933 | val_loss: 0.031266 | Time: 1911.11 ms [2022-01-05 12:00:25 main:574] : INFO : Epoch 1881 | loss: 0.0310034 | val_loss: 0.0312681 | Time: 1890.82 ms [2022-01-05 12:00:27 main:574] : INFO : Epoch 1882 | loss: 0.0309984 | val_loss: 0.031276 | Time: 1916.48 ms [2022-01-05 12:00:29 main:574] : INFO : Epoch 1883 | loss: 0.0309991 | val_loss: 0.0312621 | Time: 1908.16 ms [2022-01-05 12:00:31 main:574] : INFO : Epoch 1884 | loss: 0.0310052 | val_loss: 0.0312548 | Time: 1891.69 ms [2022-01-05 12:00:33 main:574] : INFO : Epoch 1885 | loss: 0.0309958 | val_loss: 0.0312872 | Time: 1909.67 ms [2022-01-05 12:00:35 main:574] : INFO : Epoch 1886 | loss: 0.0309921 | val_loss: 0.0312848 | Time: 1898.26 ms [2022-01-05 12:00:37 main:574] : INFO : Epoch 1887 | loss: 0.0309899 | val_loss: 0.0312813 | Time: 1918.42 ms [2022-01-05 12:00:39 main:574] : INFO : Epoch 1888 | loss: 0.0309917 | val_loss: 0.031274 | Time: 1895.33 ms [2022-01-05 12:00:41 main:574] : INFO : Epoch 1889 | loss: 0.0309938 | val_loss: 0.0312645 | Time: 1884.21 ms [2022-01-05 12:00:43 main:574] : INFO : Epoch 1890 | loss: 0.0309967 | val_loss: 0.0312931 | Time: 1939.56 ms [2022-01-05 12:00:45 main:574] : INFO : Epoch 1891 | loss: 0.0310048 | val_loss: 0.0312924 | Time: 1899.57 ms [2022-01-05 12:00:47 main:574] : INFO : Epoch 1892 | loss: 0.031 | val_loss: 0.0312761 | Time: 1892.13 ms [2022-01-05 12:00:49 main:574] : INFO : Epoch 1893 | loss: 0.0309944 | val_loss: 0.0312776 | Time: 1906.95 ms [2022-01-05 12:00:50 main:574] : INFO : Epoch 1894 | loss: 0.0310037 | val_loss: 0.0312607 | Time: 1904.92 ms [2022-01-05 12:00:52 main:574] : INFO : Epoch 1895 | loss: 0.0310003 | val_loss: 0.031278 | Time: 1894.64 ms [2022-01-05 12:00:54 main:574] : INFO : Epoch 1896 | loss: 0.0309976 | val_loss: 0.0312981 | Time: 1885.72 ms [2022-01-05 12:00:56 main:574] : INFO : Epoch 1897 | loss: 0.0309955 | val_loss: 0.0312776 | Time: 1884.98 ms [2022-01-05 12:00:58 main:574] : INFO : Epoch 1898 | loss: 0.0310005 | val_loss: 0.0312376 | Time: 1886.83 ms [2022-01-05 12:01:00 main:574] : INFO : Epoch 1899 | loss: 0.0310111 | val_loss: 0.0312595 | Time: 1891.92 ms [2022-01-05 12:01:02 main:574] : INFO : Epoch 1900 | loss: 0.0310128 | val_loss: 0.0312738 | Time: 1897.62 ms [2022-01-05 12:01:04 main:574] : INFO : Epoch 1901 | loss: 0.0310194 | val_loss: 0.0312603 | Time: 1932.61 ms [2022-01-05 12:01:06 main:574] : INFO : Epoch 1902 | loss: 0.0309981 | val_loss: 0.0312983 | Time: 1888.83 ms [2022-01-05 12:01:08 main:574] : INFO : Epoch 1903 | loss: 0.0309983 | val_loss: 0.031257 | Time: 1897.66 ms [2022-01-05 12:01:10 main:574] : INFO : Epoch 1904 | loss: 0.0310009 | val_loss: 0.0312866 | Time: 1910.3 ms [2022-01-05 12:01:12 main:574] : INFO : Epoch 1905 | loss: 0.0310037 | val_loss: 0.0312943 | Time: 1891.86 ms [2022-01-05 12:01:13 main:574] : INFO : Epoch 1906 | loss: 0.030996 | val_loss: 0.031297 | Time: 1893.32 ms [2022-01-05 12:01:15 main:574] : INFO : Epoch 1907 | loss: 0.0309937 | val_loss: 0.0312778 | Time: 1887.96 ms [2022-01-05 12:01:17 main:574] : INFO : Epoch 1908 | loss: 0.0309951 | val_loss: 0.0312778 | Time: 1894.06 ms [2022-01-05 12:01:19 main:574] : INFO : Epoch 1909 | loss: 0.0309971 | val_loss: 0.0312862 | Time: 1909.92 ms [2022-01-05 12:01:21 main:574] : INFO : Epoch 1910 | loss: 0.0309966 | val_loss: 0.0312692 | Time: 1902.97 ms [2022-01-05 12:01:23 main:574] : INFO : Epoch 1911 | loss: 0.031012 | val_loss: 0.0312827 | Time: 1901.4 ms [2022-01-05 12:01:25 main:574] : INFO : Epoch 1912 | loss: 0.0309981 | val_loss: 0.0312777 | Time: 1907.29 ms [2022-01-05 12:01:27 main:574] : INFO : Epoch 1913 | loss: 0.0310052 | val_loss: 0.0312832 | Time: 1900.42 ms [2022-01-05 12:01:29 main:574] : INFO : Epoch 1914 | loss: 0.0310082 | val_loss: 0.0312544 | Time: 1925.71 ms [2022-01-05 12:01:31 main:574] : INFO : Epoch 1915 | loss: 0.0310084 | val_loss: 0.0312756 | Time: 1890.76 ms [2022-01-05 12:01:33 main:574] : INFO : Epoch 1916 | loss: 0.0310012 | val_loss: 0.0312725 | Time: 1870.43 ms [2022-01-05 12:01:34 main:574] : INFO : Epoch 1917 | loss: 0.030997 | val_loss: 0.0312889 | Time: 1926.38 ms [2022-01-05 12:01:36 main:574] : INFO : Epoch 1918 | loss: 0.0309954 | val_loss: 0.0312875 | Time: 1877.07 ms [2022-01-05 12:01:38 main:574] : INFO : Epoch 1919 | loss: 0.0309959 | val_loss: 0.0312845 | Time: 1886.38 ms [2022-01-05 12:01:40 main:574] : INFO : Epoch 1920 | loss: 0.0309997 | val_loss: 0.0312728 | Time: 1892.63 ms [2022-01-05 12:01:42 main:574] : INFO : Epoch 1921 | loss: 0.030993 | val_loss: 0.0313001 | Time: 1890.4 ms [2022-01-05 12:01:44 main:574] : INFO : Epoch 1922 | loss: 0.0309997 | val_loss: 0.0312595 | Time: 1879.22 ms [2022-01-05 12:01:46 main:574] : INFO : Epoch 1923 | loss: 0.0310004 | val_loss: 0.0312889 | Time: 1885.67 ms [2022-01-05 12:01:48 main:574] : INFO : Epoch 1924 | loss: 0.030991 | val_loss: 0.0312823 | Time: 1906.6 ms [2022-01-05 12:01:50 main:574] : INFO : Epoch 1925 | loss: 0.030996 | val_loss: 0.0312671 | Time: 1899.6 ms [2022-01-05 12:01:52 main:574] : INFO : Epoch 1926 | loss: 0.0309968 | val_loss: 0.0312934 | Time: 1901.15 ms [2022-01-05 12:01:54 main:574] : INFO : Epoch 1927 | loss: 0.0309945 | val_loss: 0.0312878 | Time: 1894.38 ms [2022-01-05 12:01:55 main:574] : INFO : Epoch 1928 | loss: 0.0309928 | val_loss: 0.0312793 | Time: 1882 ms [2022-01-05 12:01:57 main:574] : INFO : Epoch 1929 | loss: 0.0309927 | val_loss: 0.031281 | Time: 1909.47 ms [2022-01-05 12:01:59 main:574] : INFO : Epoch 1930 | loss: 0.0309952 | val_loss: 0.031293 | Time: 1914.67 ms [2022-01-05 12:02:01 main:574] : INFO : Epoch 1931 | loss: 0.0309977 | val_loss: 0.0312924 | Time: 1922.55 ms [2022-01-05 12:02:03 main:574] : INFO : Epoch 1932 | loss: 0.0309955 | val_loss: 0.0312813 | Time: 1890.62 ms [2022-01-05 12:02:05 main:574] : INFO : Epoch 1933 | loss: 0.0310011 | val_loss: 0.0312596 | Time: 1880.32 ms [2022-01-05 12:02:07 main:574] : INFO : Epoch 1934 | loss: 0.0310052 | val_loss: 0.0312926 | Time: 1887.44 ms [2022-01-05 12:02:09 main:574] : INFO : Epoch 1935 | loss: 0.0310073 | val_loss: 0.0312663 | Time: 1923.52 ms [2022-01-05 12:02:11 main:574] : INFO : Epoch 1936 | loss: 0.0309975 | val_loss: 0.0313152 | Time: 1907.23 ms [2022-01-05 12:02:13 main:574] : INFO : Epoch 1937 | loss: 0.0309911 | val_loss: 0.031285 | Time: 1896.39 ms [2022-01-05 12:02:15 main:574] : INFO : Epoch 1938 | loss: 0.0309972 | val_loss: 0.0312849 | Time: 1885.29 ms [2022-01-05 12:02:17 main:574] : INFO : Epoch 1939 | loss: 0.0310014 | val_loss: 0.0312884 | Time: 1923.63 ms [2022-01-05 12:02:19 main:574] : INFO : Epoch 1940 | loss: 0.0310014 | val_loss: 0.0313121 | Time: 1899.21 ms [2022-01-05 12:02:21 main:574] : INFO : Epoch 1941 | loss: 0.0309913 | val_loss: 0.0313081 | Time: 1901.41 ms [2022-01-05 12:02:22 main:574] : INFO : Epoch 1942 | loss: 0.0309936 | val_loss: 0.0312633 | Time: 1900.47 ms [2022-01-05 12:02:24 main:574] : INFO : Epoch 1943 | loss: 0.0309982 | val_loss: 0.0312761 | Time: 1889 ms [2022-01-05 12:02:26 main:574] : INFO : Epoch 1944 | loss: 0.0309949 | val_loss: 0.0312962 | Time: 1883.64 ms [2022-01-05 12:02:28 main:574] : INFO : Epoch 1945 | loss: 0.0309941 | val_loss: 0.03129 | Time: 1896.3 ms [2022-01-05 12:02:30 main:574] : INFO : Epoch 1946 | loss: 0.0309965 | val_loss: 0.0312739 | Time: 1880.56 ms [2022-01-05 12:02:32 main:574] : INFO : Epoch 1947 | loss: 0.0310008 | val_loss: 0.0312862 | Time: 1898.13 ms [2022-01-05 12:02:34 main:574] : INFO : Epoch 1948 | loss: 0.031002 | val_loss: 0.0312737 | Time: 1906.33 ms [2022-01-05 12:02:36 main:574] : INFO : Epoch 1949 | loss: 0.0309996 | val_loss: 0.0313042 | Time: 1890.23 ms [2022-01-05 12:02:38 main:574] : INFO : Epoch 1950 | loss: 0.0309978 | val_loss: 0.031281 | Time: 1905.22 ms [2022-01-05 12:02:40 main:574] : INFO : Epoch 1951 | loss: 0.0310021 | val_loss: 0.0312818 | Time: 1892.67 ms [2022-01-05 12:02:42 main:574] : INFO : Epoch 1952 | loss: 0.031001 | val_loss: 0.0312798 | Time: 1918.45 ms [2022-01-05 12:02:44 main:574] : INFO : Epoch 1953 | loss: 0.0309944 | val_loss: 0.0312903 | Time: 1908 ms [2022-01-05 12:02:45 main:574] : INFO : Epoch 1954 | loss: 0.030995 | val_loss: 0.0312853 | Time: 1880.96 ms [2022-01-05 12:02:47 main:574] : INFO : Epoch 1955 | loss: 0.0309983 | val_loss: 0.0312868 | Time: 1902.65 ms [2022-01-05 12:02:49 main:574] : INFO : Epoch 1956 | loss: 0.0309967 | val_loss: 0.0312858 | Time: 1903.25 ms [2022-01-05 12:02:51 main:574] : INFO : Epoch 1957 | loss: 0.0309925 | val_loss: 0.0312717 | Time: 1870.99 ms [2022-01-05 12:02:53 main:574] : INFO : Epoch 1958 | loss: 0.0309952 | val_loss: 0.0312906 | Time: 1895.11 ms [2022-01-05 12:02:55 main:574] : INFO : Epoch 1959 | loss: 0.0309938 | val_loss: 0.031285 | Time: 1893.41 ms [2022-01-05 12:02:57 main:574] : INFO : Epoch 1960 | loss: 0.0309917 | val_loss: 0.031296 | Time: 1894.32 ms [2022-01-05 12:02:59 main:574] : INFO : Epoch 1961 | loss: 0.0309946 | val_loss: 0.0312693 | Time: 1885.86 ms [2022-01-05 12:03:01 main:574] : INFO : Epoch 1962 | loss: 0.0310015 | val_loss: 0.031279 | Time: 1889.99 ms [2022-01-05 12:03:03 main:574] : INFO : Epoch 1963 | loss: 0.0309957 | val_loss: 0.0312948 | Time: 1895.12 ms [2022-01-05 12:03:05 main:574] : INFO : Epoch 1964 | loss: 0.0309988 | val_loss: 0.0312622 | Time: 1877.23 ms [2022-01-05 12:03:06 main:574] : INFO : Epoch 1965 | loss: 0.0310038 | val_loss: 0.0312885 | Time: 1861.68 ms [2022-01-05 12:03:08 main:574] : INFO : Epoch 1966 | loss: 0.0310026 | val_loss: 0.0312831 | Time: 1879.77 ms [2022-01-05 12:03:10 main:574] : INFO : Epoch 1967 | loss: 0.0309977 | val_loss: 0.0312641 | Time: 1876.81 ms [2022-01-05 12:03:12 main:574] : INFO : Epoch 1968 | loss: 0.0309953 | val_loss: 0.0312709 | Time: 1889.5 ms [2022-01-05 12:03:14 main:574] : INFO : Epoch 1969 | loss: 0.0309983 | val_loss: 0.0312775 | Time: 1888.28 ms [2022-01-05 12:03:16 main:574] : INFO : Epoch 1970 | loss: 0.0309979 | val_loss: 0.0312745 | Time: 1901.12 ms [2022-01-05 12:03:18 main:574] : INFO : Epoch 1971 | loss: 0.0309975 | val_loss: 0.0312781 | Time: 1914.96 ms [2022-01-05 12:03:20 main:574] : INFO : Epoch 1972 | loss: 0.030991 | val_loss: 0.0312926 | Time: 1887.72 ms [2022-01-05 12:03:22 main:574] : INFO : Epoch 1973 | loss: 0.0310027 | val_loss: 0.0312551 | Time: 1869.57 ms [2022-01-05 12:03:24 main:574] : INFO : Epoch 1974 | loss: 0.0310065 | val_loss: 0.0312765 | Time: 1888.98 ms [2022-01-05 12:03:26 main:574] : INFO : Epoch 1975 | loss: 0.0310027 | val_loss: 0.0312712 | Time: 1908.34 ms [2022-01-05 12:03:27 main:574] : INFO : Epoch 1976 | loss: 0.0310032 | val_loss: 0.0312735 | Time: 1897.63 ms [2022-01-05 12:03:29 main:574] : INFO : Epoch 1977 | loss: 0.0310005 | val_loss: 0.0312861 | Time: 1920.41 ms [2022-01-05 12:03:31 main:574] : INFO : Epoch 1978 | loss: 0.0309951 | val_loss: 0.0313144 | Time: 1866.36 ms [2022-01-05 12:03:33 main:574] : INFO : Epoch 1979 | loss: 0.0309889 | val_loss: 0.0313084 | Time: 1890.94 ms [2022-01-05 12:03:35 main:574] : INFO : Epoch 1980 | loss: 0.0309878 | val_loss: 0.0313071 | Time: 1911.57 ms [2022-01-05 12:03:37 main:574] : INFO : Epoch 1981 | loss: 0.0309956 | val_loss: 0.0313033 | Time: 1891.91 ms [2022-01-05 12:03:39 main:574] : INFO : Epoch 1982 | loss: 0.0309906 | val_loss: 0.0312717 | Time: 1895.74 ms [2022-01-05 12:03:41 main:574] : INFO : Epoch 1983 | loss: 0.0310045 | val_loss: 0.0312668 | Time: 1873.65 ms [2022-01-05 12:03:43 main:574] : INFO : Epoch 1984 | loss: 0.0310032 | val_loss: 0.031268 | Time: 1898.64 ms [2022-01-05 12:03:45 main:574] : INFO : Epoch 1985 | loss: 0.0309985 | val_loss: 0.0312703 | Time: 1891.59 ms [2022-01-05 12:03:47 main:574] : INFO : Epoch 1986 | loss: 0.0309965 | val_loss: 0.0312692 | Time: 1909.48 ms [2022-01-05 12:03:48 main:574] : INFO : Epoch 1987 | loss: 0.0310002 | val_loss: 0.0312894 | Time: 1892.69 ms [2022-01-05 12:03:50 main:574] : INFO : Epoch 1988 | loss: 0.0309958 | val_loss: 0.0312717 | Time: 1878.15 ms [2022-01-05 12:03:52 main:574] : INFO : Epoch 1989 | loss: 0.0309948 | val_loss: 0.0312665 | Time: 1896.17 ms [2022-01-05 12:03:54 main:574] : INFO : Epoch 1990 | loss: 0.0310015 | val_loss: 0.0312583 | Time: 1895.29 ms [2022-01-05 12:03:56 main:574] : INFO : Epoch 1991 | loss: 0.0310105 | val_loss: 0.0312467 | Time: 1877.15 ms [2022-01-05 12:03:58 main:574] : INFO : Epoch 1992 | loss: 0.0310131 | val_loss: 0.0312483 | Time: 1899.28 ms [2022-01-05 12:04:00 main:574] : INFO : Epoch 1993 | loss: 0.0310351 | val_loss: 0.0312808 | Time: 1910.93 ms [2022-01-05 12:04:02 main:574] : INFO : Epoch 1994 | loss: 0.0310212 | val_loss: 0.0312933 | Time: 1910.65 ms [2022-01-05 12:04:04 main:574] : INFO : Epoch 1995 | loss: 0.0310014 | val_loss: 0.0312585 | Time: 1896.16 ms [2022-01-05 12:04:06 main:574] : INFO : Epoch 1996 | loss: 0.0309905 | val_loss: 0.0312949 | Time: 1890.25 ms [2022-01-05 12:04:08 main:574] : INFO : Epoch 1997 | loss: 0.0309945 | val_loss: 0.0312942 | Time: 1905.88 ms [2022-01-05 12:04:09 main:574] : INFO : Epoch 1998 | loss: 0.0310023 | val_loss: 0.031266 | Time: 1914 ms [2022-01-05 12:04:11 main:574] : INFO : Epoch 1999 | loss: 0.0309964 | val_loss: 0.0312776 | Time: 1919.41 ms [2022-01-05 12:04:13 main:574] : INFO : Epoch 2000 | loss: 0.0309976 | val_loss: 0.0312791 | Time: 1889.22 ms [2022-01-05 12:04:15 main:574] : INFO : Epoch 2001 | loss: 0.0310018 | val_loss: 0.0312826 | Time: 1884.56 ms [2022-01-05 12:04:17 main:574] : INFO : Epoch 2002 | loss: 0.0310027 | val_loss: 0.0312788 | Time: 1920.03 ms [2022-01-05 12:04:19 main:574] : INFO : Epoch 2003 | loss: 0.0309993 | val_loss: 0.0312601 | Time: 1968.92 ms [2022-01-05 12:04:21 main:574] : INFO : Epoch 2004 | loss: 0.0309992 | val_loss: 0.031273 | Time: 1939.58 ms [2022-01-05 12:04:23 main:574] : INFO : Epoch 2005 | loss: 0.0309904 | val_loss: 0.0312892 | Time: 1902.11 ms [2022-01-05 12:04:25 main:574] : INFO : Epoch 2006 | loss: 0.0309895 | val_loss: 0.0312922 | Time: 1920.26 ms [2022-01-05 12:04:27 main:574] : INFO : Epoch 2007 | loss: 0.0309947 | val_loss: 0.0312844 | Time: 1902.42 ms [2022-01-05 12:04:29 main:574] : INFO : Epoch 2008 | loss: 0.0309988 | val_loss: 0.0312963 | Time: 1886.13 ms [2022-01-05 12:04:31 main:574] : INFO : Epoch 2009 | loss: 0.0310027 | val_loss: 0.0312795 | Time: 1883.16 ms [2022-01-05 12:04:33 main:574] : INFO : Epoch 2010 | loss: 0.0310198 | val_loss: 0.0312734 | Time: 1909.23 ms [2022-01-05 12:04:35 main:574] : INFO : Epoch 2011 | loss: 0.0310031 | val_loss: 0.0312741 | Time: 1912.36 ms [2022-01-05 12:04:36 main:574] : INFO : Epoch 2012 | loss: 0.030995 | val_loss: 0.0313084 | Time: 1879.87 ms [2022-01-05 12:04:38 main:574] : INFO : Epoch 2013 | loss: 0.0309989 | val_loss: 0.0312841 | Time: 1898.98 ms [2022-01-05 12:04:40 main:574] : INFO : Epoch 2014 | loss: 0.0309976 | val_loss: 0.0312699 | Time: 1885.12 ms [2022-01-05 12:04:42 main:574] : INFO : Epoch 2015 | loss: 0.0309981 | val_loss: 0.0313099 | Time: 1907.96 ms [2022-01-05 12:04:44 main:574] : INFO : Epoch 2016 | loss: 0.031 | val_loss: 0.031285 | Time: 1880.15 ms [2022-01-05 12:04:46 main:574] : INFO : Epoch 2017 | loss: 0.0310008 | val_loss: 0.0312873 | Time: 1890.64 ms [2022-01-05 12:04:48 main:574] : INFO : Epoch 2018 | loss: 0.0309972 | val_loss: 0.0312897 | Time: 1921.69 ms [2022-01-05 12:04:50 main:574] : INFO : Epoch 2019 | loss: 0.0309952 | val_loss: 0.0312954 | Time: 1926.48 ms [2022-01-05 12:04:52 main:574] : INFO : Epoch 2020 | loss: 0.030995 | val_loss: 0.0312889 | Time: 1898.44 ms [2022-01-05 12:04:54 main:574] : INFO : Epoch 2021 | loss: 0.0310045 | val_loss: 0.0312453 | Time: 1905.64 ms [2022-01-05 12:04:56 main:574] : INFO : Epoch 2022 | loss: 0.0310163 | val_loss: 0.031251 | Time: 1904.48 ms [2022-01-05 12:04:58 main:574] : INFO : Epoch 2023 | loss: 0.031012 | val_loss: 0.0312649 | Time: 1890.63 ms [2022-01-05 12:04:59 main:574] : INFO : Epoch 2024 | loss: 0.0310205 | val_loss: 0.0312519 | Time: 1892.8 ms [2022-01-05 12:05:01 main:574] : INFO : Epoch 2025 | loss: 0.0310298 | val_loss: 0.0312643 | Time: 1894.83 ms [2022-01-05 12:05:03 main:574] : INFO : Epoch 2026 | loss: 0.0310061 | val_loss: 0.0312831 | Time: 1924.98 ms [2022-01-05 12:05:05 main:574] : INFO : Epoch 2027 | loss: 0.0309928 | val_loss: 0.0312873 | Time: 1890.03 ms [2022-01-05 12:05:07 main:574] : INFO : Epoch 2028 | loss: 0.030992 | val_loss: 0.0312792 | Time: 1898.99 ms [2022-01-05 12:05:09 main:574] : INFO : Epoch 2029 | loss: 0.0309946 | val_loss: 0.0312707 | Time: 1928 ms [2022-01-05 12:05:11 main:574] : INFO : Epoch 2030 | loss: 0.0310047 | val_loss: 0.031271 | Time: 1897.83 ms [2022-01-05 12:05:13 main:574] : INFO : Epoch 2031 | loss: 0.0309989 | val_loss: 0.0312983 | Time: 1891.86 ms [2022-01-05 12:05:15 main:574] : INFO : Epoch 2032 | loss: 0.0310034 | val_loss: 0.0312974 | Time: 1918.01 ms [2022-01-05 12:05:17 main:574] : INFO : Epoch 2033 | loss: 0.0310009 | val_loss: 0.0312873 | Time: 1902.25 ms [2022-01-05 12:05:19 main:574] : INFO : Epoch 2034 | loss: 0.0309959 | val_loss: 0.0312938 | Time: 1884.09 ms [2022-01-05 12:05:21 main:574] : INFO : Epoch 2035 | loss: 0.0309952 | val_loss: 0.0313083 | Time: 1912.09 ms [2022-01-05 12:05:23 main:574] : INFO : Epoch 2036 | loss: 0.0310006 | val_loss: 0.0312927 | Time: 1904.13 ms [2022-01-05 12:05:24 main:574] : INFO : Epoch 2037 | loss: 0.0309914 | val_loss: 0.0312815 | Time: 1897.31 ms [2022-01-05 12:05:26 main:574] : INFO : Epoch 2038 | loss: 0.0309888 | val_loss: 0.0312888 | Time: 1892.38 ms [2022-01-05 12:05:28 main:574] : INFO : Epoch 2039 | loss: 0.0309908 | val_loss: 0.0312697 | Time: 1907.79 ms [2022-01-05 12:05:30 main:574] : INFO : Epoch 2040 | loss: 0.0310014 | val_loss: 0.0312834 | Time: 1878.63 ms [2022-01-05 12:05:32 main:574] : INFO : Epoch 2041 | loss: 0.0310001 | val_loss: 0.0312789 | Time: 1874 ms [2022-01-05 12:05:34 main:574] : INFO : Epoch 2042 | loss: 0.0310012 | val_loss: 0.0312703 | Time: 1884.66 ms [2022-01-05 12:05:36 main:574] : INFO : Epoch 2043 | loss: 0.0309985 | val_loss: 0.031296 | Time: 1902.56 ms [2022-01-05 12:05:38 main:574] : INFO : Epoch 2044 | loss: 0.0309963 | val_loss: 0.031277 | Time: 1897 ms [2022-01-05 12:05:40 main:574] : INFO : Epoch 2045 | loss: 0.0309972 | val_loss: 0.0312775 | Time: 1918.29 ms [2022-01-05 12:05:42 main:574] : INFO : Epoch 2046 | loss: 0.0309932 | val_loss: 0.0312685 | Time: 1900.68 ms [2022-01-05 12:05:44 main:574] : INFO : Epoch 2047 | loss: 0.0309924 | val_loss: 0.0312621 | Time: 1928.55 ms [2022-01-05 12:05:46 main:574] : INFO : Epoch 2048 | loss: 0.0309986 | val_loss: 0.0312788 | Time: 1922.88 ms [2022-01-05 12:05:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312788 [2022-01-05 12:05:46 main:603] : INFO : Saving end state to config to file [2022-01-05 12:05:46 main:608] : INFO : Success, exiting.. 12:05:46 (20936): 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)