Task 9074923
| Name | ParityModified-1636179817-2406-1_1 |
| Workunit | 6332603 |
| Created | 21 Nov 2021, 0:55:43 UTC |
| Sent | 21 Nov 2021, 0:59:48 UTC |
| Report deadline | 28 Nov 2021, 0:59:48 UTC |
| Received | 21 Nov 2021, 14:43:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9338 |
| Run time | 1 hours 30 min 35 sec |
| CPU time | 1 hours 20 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,440.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 1726.75 ms [2021-11-21 21:00:03 main:574] : INFO : Epoch 1543 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 1714.17 ms [2021-11-21 21:00:05 main:574] : INFO : Epoch 1544 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 1707.67 ms [2021-11-21 21:00:07 main:574] : INFO : Epoch 1545 | loss: 0.03119 | val_loss: 0.0311957 | Time: 1642.71 ms [2021-11-21 21:00:09 main:574] : INFO : Epoch 1546 | loss: 0.031195 | val_loss: 0.0311983 | Time: 1786.12 ms [2021-11-21 21:00:11 main:574] : INFO : Epoch 1547 | loss: 0.0311892 | val_loss: 0.0311915 | Time: 1824.49 ms [2021-11-21 21:00:13 main:574] : INFO : Epoch 1548 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 1729.78 ms [2021-11-21 21:00:14 main:574] : INFO : Epoch 1549 | loss: 0.031193 | val_loss: 0.0312038 | Time: 1721.51 ms [2021-11-21 21:00:16 main:574] : INFO : Epoch 1550 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 1599.92 ms [2021-11-21 21:00:18 main:574] : INFO : Epoch 1551 | loss: 0.0311882 | val_loss: 0.0311941 | Time: 1737.69 ms [2021-11-21 21:00:20 main:574] : INFO : Epoch 1552 | loss: 0.0311958 | val_loss: 0.0311954 | Time: 1757.04 ms [2021-11-21 21:00:22 main:574] : INFO : Epoch 1553 | loss: 0.0311913 | val_loss: 0.0311974 | Time: 1742.9 ms [2021-11-21 21:00:24 main:574] : INFO : Epoch 1554 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 1749.04 ms [2021-11-21 21:00:26 main:574] : INFO : Epoch 1555 | loss: 0.0311884 | val_loss: 0.0311974 | Time: 1782.91 ms [2021-11-21 21:00:27 main:574] : INFO : Epoch 1556 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 1651.66 ms [2021-11-21 21:00:29 main:574] : INFO : Epoch 1557 | loss: 0.0311877 | val_loss: 0.0311921 | Time: 1755.99 ms [2021-11-21 21:00:31 main:574] : INFO : Epoch 1558 | loss: 0.0311921 | val_loss: 0.0312337 | Time: 1772.8 ms [2021-11-21 21:00:33 main:574] : INFO : Epoch 1559 | loss: 0.0311979 | val_loss: 0.0312219 | Time: 1866.35 ms [2021-11-21 21:00:35 main:574] : INFO : Epoch 1560 | loss: 0.0312027 | val_loss: 0.0311919 | Time: 1872.86 ms [2021-11-21 21:00:37 main:574] : INFO : Epoch 1561 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 1662.95 ms [2021-11-21 21:00:39 main:574] : INFO : Epoch 1562 | loss: 0.0311967 | val_loss: 0.031208 | Time: 1777.23 ms [2021-11-21 21:00:41 main:574] : INFO : Epoch 1563 | loss: 0.0311863 | val_loss: 0.0312013 | Time: 1870.12 ms [2021-11-21 21:00:43 main:574] : INFO : Epoch 1564 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 1849.78 ms [2021-11-21 21:00:45 main:574] : INFO : Epoch 1565 | loss: 0.031186 | val_loss: 0.0311913 | Time: 1854.41 ms [2021-11-21 21:00:47 main:574] : INFO : Epoch 1566 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 1634.61 ms [2021-11-21 21:00:49 main:574] : INFO : Epoch 1567 | loss: 0.031183 | val_loss: 0.0311881 | Time: 2261.71 ms [2021-11-21 21:00:51 main:574] : INFO : Epoch 1568 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 2258.01 ms [2021-11-21 21:00:54 main:574] : INFO : Epoch 1569 | loss: 0.0311863 | val_loss: 0.0311928 | Time: 1997.5 ms [2021-11-21 21:00:56 main:574] : INFO : Epoch 1570 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 1927.23 ms [2021-11-21 21:00:58 main:574] : INFO : Epoch 1571 | loss: 0.0311894 | val_loss: 0.0311879 | Time: 1822.14 ms [2021-11-21 21:01:00 main:574] : INFO : Epoch 1572 | loss: 0.031185 | val_loss: 0.0312038 | Time: 2000.52 ms [2021-11-21 21:01:02 main:574] : INFO : Epoch 1573 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1936.19 ms [2021-11-21 21:01:04 main:574] : INFO : Epoch 1574 | loss: 0.0311936 | val_loss: 0.0311881 | Time: 1892.21 ms [2021-11-21 21:01:06 main:574] : INFO : Epoch 1575 | loss: 0.0311836 | val_loss: 0.0311911 | Time: 1866.12 ms [2021-11-21 21:01:08 main:574] : INFO : Epoch 1576 | loss: 0.0311877 | val_loss: 0.0311891 | Time: 1796.73 ms [2021-11-21 21:01:10 main:574] : INFO : Epoch 1577 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 2111.24 ms [2021-11-21 21:01:12 main:574] : INFO : Epoch 1578 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 1932.97 ms [2021-11-21 21:01:14 main:574] : INFO : Epoch 1579 | loss: 0.0311848 | val_loss: 0.0311949 | Time: 2028.97 ms [2021-11-21 21:01:16 main:574] : INFO : Epoch 1580 | loss: 0.0311818 | val_loss: 0.03119 | Time: 1922.3 ms [2021-11-21 21:01:19 main:574] : INFO : Epoch 1581 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 2284.43 ms [2021-11-21 21:01:21 main:574] : INFO : Epoch 1582 | loss: 0.0311852 | val_loss: 0.0311875 | Time: 2079.8 ms [2021-11-21 21:01:23 main:574] : INFO : Epoch 1583 | loss: 0.0311818 | val_loss: 0.0311978 | Time: 2101.23 ms [2021-11-21 21:01:25 main:574] : INFO : Epoch 1584 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 2110.38 ms [2021-11-21 21:01:27 main:574] : INFO : Epoch 1585 | loss: 0.031183 | val_loss: 0.0311964 | Time: 1660.75 ms [2021-11-21 21:01:29 main:574] : INFO : Epoch 1586 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 2035.58 ms [2021-11-21 21:01:32 main:574] : INFO : Epoch 1587 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 2086.47 ms [2021-11-21 21:01:34 main:574] : INFO : Epoch 1588 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 2161.44 ms [2021-11-21 21:01:37 main:574] : INFO : Epoch 1589 | loss: 0.0311815 | val_loss: 0.0311908 | Time: 2761.56 ms [2021-11-21 21:01:39 main:574] : INFO : Epoch 1590 | loss: 0.031182 | val_loss: 0.0311872 | Time: 2055.84 ms [2021-11-21 21:01:41 main:574] : INFO : Epoch 1591 | loss: 0.031182 | val_loss: 0.0311906 | Time: 2105.72 ms [2021-11-21 21:01:43 main:574] : INFO : Epoch 1592 | loss: 0.0311823 | val_loss: 0.0311865 | Time: 1969.55 ms [2021-11-21 21:01:45 main:574] : INFO : Epoch 1593 | loss: 0.0311894 | val_loss: 0.0312139 | Time: 2062.38 ms [2021-11-21 21:01:47 main:574] : INFO : Epoch 1594 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 1668.45 ms [2021-11-21 21:01:49 main:574] : INFO : Epoch 1595 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 2020.1 ms [2021-11-21 21:01:52 main:574] : INFO : Epoch 1596 | loss: 0.0311797 | val_loss: 0.0312008 | Time: 2125.31 ms [2021-11-21 21:01:54 main:574] : INFO : Epoch 1597 | loss: 0.0311811 | val_loss: 0.0311884 | Time: 2229.36 ms [2021-11-21 21:01:56 main:574] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311956 | Time: 1887.58 ms [2021-11-21 21:01:58 main:574] : INFO : Epoch 1599 | loss: 0.0311866 | val_loss: 0.0312223 | Time: 1977.19 ms [2021-11-21 21:02:00 main:574] : INFO : Epoch 1600 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 2300.33 ms [2021-11-21 21:02:03 main:574] : INFO : Epoch 1601 | loss: 0.031181 | val_loss: 0.0311865 | Time: 2025.9 ms [2021-11-21 21:02:05 main:574] : INFO : Epoch 1602 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 2318.04 ms [2021-11-21 21:02:07 main:574] : INFO : Epoch 1603 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 1803.65 ms [2021-11-21 21:02:10 main:574] : INFO : Epoch 1604 | loss: 0.0311785 | val_loss: 0.0311878 | Time: 2369.73 ms [2021-11-21 21:02:12 main:574] : INFO : Epoch 1605 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 2420.65 ms [2021-11-21 21:02:15 main:574] : INFO : Epoch 1606 | loss: 0.0311829 | val_loss: 0.031198 | Time: 2241.72 ms [2021-11-21 21:02:17 main:574] : INFO : Epoch 1607 | loss: 0.0311803 | val_loss: 0.0311867 | Time: 2040.38 ms [2021-11-21 21:02:21 main:574] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 3497.36 ms [2021-11-21 21:02:23 main:574] : INFO : Epoch 1609 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 2590.54 ms [2021-11-21 21:02:26 main:574] : INFO : Epoch 1610 | loss: 0.031177 | val_loss: 0.0311849 | Time: 2187.78 ms [2021-11-21 21:02:28 main:574] : INFO : Epoch 1611 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 2083.53 ms [2021-11-21 21:02:30 main:574] : INFO : Epoch 1612 | loss: 0.0311887 | val_loss: 0.0312135 | Time: 2313.7 ms [2021-11-21 21:02:33 main:574] : INFO : Epoch 1613 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 2613.91 ms [2021-11-21 21:02:36 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.031188 | Time: 2364.57 ms [2021-11-21 21:02:38 main:574] : INFO : Epoch 1615 | loss: 0.0311801 | val_loss: 0.0311908 | Time: 2386.47 ms [2021-11-21 21:02:43 main:574] : INFO : Epoch 1616 | loss: 0.0311801 | val_loss: 0.0311937 | Time: 4009.15 ms [2021-11-21 21:02:47 main:574] : INFO : Epoch 1617 | loss: 0.0311801 | val_loss: 0.0311944 | Time: 3675.12 ms [2021-11-21 21:02:52 main:574] : INFO : Epoch 1618 | loss: 0.03118 | val_loss: 0.0311876 | Time: 4905.25 ms [2021-11-21 21:02:58 main:574] : INFO : Epoch 1619 | loss: 0.0311764 | val_loss: 0.0311887 | Time: 5649.1 ms [2021-11-21 21:03:03 main:574] : INFO : Epoch 1620 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 5297.74 ms [2021-11-21 21:03:08 main:574] : INFO : Epoch 1621 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 4326.08 ms [2021-11-21 21:03:10 main:574] : INFO : Epoch 1622 | loss: 0.0311813 | val_loss: 0.0311904 | Time: 2372.08 ms [2021-11-21 21:03:13 main:574] : INFO : Epoch 1623 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 2399.1 ms [2021-11-21 21:03:16 main:574] : INFO : Epoch 1624 | loss: 0.0311777 | val_loss: 0.0311852 | Time: 2556.02 ms [2021-11-21 21:03:18 main:574] : INFO : Epoch 1625 | loss: 0.031176 | val_loss: 0.0311876 | Time: 2369.95 ms [2021-11-21 21:03:21 main:574] : INFO : Epoch 1626 | loss: 0.0311768 | val_loss: 0.031188 | Time: 2815.66 ms [2021-11-21 21:03:24 main:574] : INFO : Epoch 1627 | loss: 0.0311762 | val_loss: 0.0311857 | Time: 2809.12 ms [2021-11-21 21:03:28 main:574] : INFO : Epoch 1628 | loss: 0.0311776 | val_loss: 0.0311902 | Time: 2281.9 ms [2021-11-21 21:03:30 main:574] : INFO : Epoch 1629 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 2374.25 ms [2021-11-21 21:03:33 main:574] : INFO : Epoch 1630 | loss: 0.0311781 | val_loss: 0.0311947 | Time: 2433.93 ms [2021-11-21 21:03:38 main:574] : INFO : Epoch 1631 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 4493.36 ms [2021-11-21 21:03:44 main:574] : INFO : Epoch 1632 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 5665.7 ms [2021-11-21 21:03:51 main:574] : INFO : Epoch 1633 | loss: 0.0311762 | val_loss: 0.0311908 | Time: 6792.54 ms [2021-11-21 21:03:57 main:574] : INFO : Epoch 1634 | loss: 0.0311811 | val_loss: 0.0312129 | Time: 6484.62 ms [2021-11-21 21:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 6337.59 ms [2021-11-21 21:04:11 main:574] : INFO : Epoch 1636 | loss: 0.0311789 | val_loss: 0.031189 | Time: 6623.12 ms [2021-11-21 21:04:18 main:574] : INFO : Epoch 1637 | loss: 0.0311754 | val_loss: 0.0311893 | Time: 7063.21 ms [2021-11-21 21:04:25 main:574] : INFO : Epoch 1638 | loss: 0.031175 | val_loss: 0.0311858 | Time: 7028.79 ms [2021-11-21 21:04:32 main:574] : INFO : Epoch 1639 | loss: 0.0311761 | val_loss: 0.031188 | Time: 6916.09 ms [2021-11-21 21:04:39 main:574] : INFO : Epoch 1640 | loss: 0.031179 | val_loss: 0.0311958 | Time: 6527.17 ms [2021-11-21 21:04:46 main:574] : INFO : Epoch 1641 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 6516.93 ms [2021-11-21 21:04:52 main:574] : INFO : Epoch 1642 | loss: 0.0311768 | val_loss: 0.0311864 | Time: 6438.18 ms [2021-11-21 21:04:59 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.0311878 | Time: 6522.2 ms [2021-11-21 21:05:05 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311888 | Time: 6119.41 ms [2021-11-21 21:05:12 main:574] : INFO : Epoch 1645 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 6690 ms [2021-11-21 21:05:19 main:574] : INFO : Epoch 1646 | loss: 0.0311757 | val_loss: 0.0311884 | Time: 6769.09 ms [2021-11-21 21:05:26 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.031186 | Time: 6656.22 ms [2021-11-21 21:05:33 main:574] : INFO : Epoch 1648 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 7113.69 ms [2021-11-21 21:05:40 main:574] : INFO : Epoch 1649 | loss: 0.0311741 | val_loss: 0.0311883 | Time: 7061.78 ms [2021-11-21 21:05:48 main:574] : INFO : Epoch 1650 | loss: 0.0311755 | val_loss: 0.0311884 | Time: 7407.7 ms [2021-11-21 21:05:55 main:574] : INFO : Epoch 1651 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 6922.75 ms [2021-11-21 21:06:02 main:574] : INFO : Epoch 1652 | loss: 0.031173 | val_loss: 0.031186 | Time: 6792.19 ms [2021-11-21 21:06:09 main:574] : INFO : Epoch 1653 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 6967.97 ms [2021-11-21 21:06:15 main:574] : INFO : Epoch 1654 | loss: 0.0311739 | val_loss: 0.0311922 | Time: 5564.42 ms [2021-11-21 21:06:22 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311884 | Time: 7173.84 ms [2021-11-21 21:06:29 main:574] : INFO : Epoch 1656 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 6697.16 ms [2021-11-21 21:06:35 main:574] : INFO : Epoch 1657 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 5963.27 ms [2021-11-21 21:06:42 main:574] : INFO : Epoch 1658 | loss: 0.0311728 | val_loss: 0.0311925 | Time: 7088.33 ms [2021-11-21 21:06:49 main:574] : INFO : Epoch 1659 | loss: 0.0311784 | val_loss: 0.0312143 | Time: 6577.48 ms [2021-11-21 21:06:57 main:574] : INFO : Epoch 1660 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 7142.36 ms [2021-11-21 21:07:04 main:574] : INFO : Epoch 1661 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 7164.27 ms [2021-11-21 21:07:10 main:574] : INFO : Epoch 1662 | loss: 0.0311737 | val_loss: 0.0311923 | Time: 6420.71 ms [2021-11-21 21:07:16 main:574] : INFO : Epoch 1663 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 5100.65 ms [2021-11-21 21:07:24 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311883 | Time: 7761.07 ms [2021-11-21 21:07:31 main:574] : INFO : Epoch 1665 | loss: 0.0311778 | val_loss: 0.0311978 | Time: 7508.58 ms [2021-11-21 21:07:39 main:574] : INFO : Epoch 1666 | loss: 0.031178 | val_loss: 0.0311862 | Time: 7842.69 ms [2021-11-21 21:07:45 main:574] : INFO : Epoch 1667 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 5573.84 ms [2021-11-21 21:07:50 main:574] : INFO : Epoch 1668 | loss: 0.0311732 | val_loss: 0.0311837 | Time: 5589.62 ms [2021-11-21 21:07:56 main:574] : INFO : Epoch 1669 | loss: 0.0311732 | val_loss: 0.0311842 | Time: 5465.81 ms [2021-11-21 21:08:03 main:574] : INFO : Epoch 1670 | loss: 0.0311736 | val_loss: 0.0311852 | Time: 6788.61 ms [2021-11-21 21:08:10 main:574] : INFO : Epoch 1671 | loss: 0.0311725 | val_loss: 0.0311924 | Time: 6387.87 ms [2021-11-21 21:08:17 main:574] : INFO : Epoch 1672 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 7034.76 ms [2021-11-21 21:08:23 main:574] : INFO : Epoch 1673 | loss: 0.0311778 | val_loss: 0.031187 | Time: 5875.16 ms [2021-11-21 21:08:29 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.0311866 | Time: 6464.63 ms [2021-11-21 21:08:36 main:574] : INFO : Epoch 1675 | loss: 0.031176 | val_loss: 0.0312055 | Time: 6239.1 ms [2021-11-21 21:08:43 main:574] : INFO : Epoch 1676 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 7054.69 ms [2021-11-21 21:08:50 main:574] : INFO : Epoch 1677 | loss: 0.031174 | val_loss: 0.0311854 | Time: 6647.24 ms [2021-11-21 21:08:57 main:574] : INFO : Epoch 1678 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 6702.98 ms [2021-11-21 21:09:04 main:574] : INFO : Epoch 1679 | loss: 0.0311759 | val_loss: 0.0312075 | Time: 7282.82 ms [2021-11-21 21:09:11 main:574] : INFO : Epoch 1680 | loss: 0.0311854 | val_loss: 0.0312145 | Time: 6420.36 ms [2021-11-21 21:09:17 main:574] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 6180.47 ms [2021-11-21 21:09:24 main:574] : INFO : Epoch 1682 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 6853.39 ms [2021-11-21 21:09:32 main:574] : INFO : Epoch 1683 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 7826.93 ms [2021-11-21 21:09:39 main:574] : INFO : Epoch 1684 | loss: 0.0311813 | val_loss: 0.0312037 | Time: 7158.67 ms [2021-11-21 21:09:47 main:574] : INFO : Epoch 1685 | loss: 0.0311787 | val_loss: 0.0311878 | Time: 7189.76 ms [2021-11-21 21:09:54 main:574] : INFO : Epoch 1686 | loss: 0.0311722 | val_loss: 0.0311849 | Time: 6767.5 ms [2021-11-21 21:10:01 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311861 | Time: 6622.28 ms [2021-11-21 21:10:08 main:574] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311849 | Time: 6846.68 ms [2021-11-21 21:10:13 main:574] : INFO : Epoch 1689 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 4804.8 ms [2021-11-21 21:10:19 main:574] : INFO : Epoch 1690 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 6202.91 ms [2021-11-21 21:10:24 main:574] : INFO : Epoch 1691 | loss: 0.0311699 | val_loss: 0.0311847 | Time: 4790.97 ms [2021-11-21 21:10:28 main:574] : INFO : Epoch 1692 | loss: 0.0311706 | val_loss: 0.0311858 | Time: 4049.59 ms [2021-11-21 21:10:33 main:574] : INFO : Epoch 1693 | loss: 0.0311715 | val_loss: 0.0311856 | Time: 4779.51 ms [2021-11-21 21:10:39 main:574] : INFO : Epoch 1694 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 6190.56 ms [2021-11-21 21:10:45 main:574] : INFO : Epoch 1695 | loss: 0.0311742 | val_loss: 0.0311918 | Time: 5170.57 ms [2021-11-21 21:10:52 main:574] : INFO : Epoch 1696 | loss: 0.0311739 | val_loss: 0.031185 | Time: 6967.96 ms [2021-11-21 21:10:58 main:574] : INFO : Epoch 1697 | loss: 0.0311742 | val_loss: 0.031188 | Time: 5888.81 ms [2021-11-21 21:11:04 main:574] : INFO : Epoch 1698 | loss: 0.0311729 | val_loss: 0.0311846 | Time: 5943.37 ms [2021-11-21 21:11:11 main:574] : INFO : Epoch 1699 | loss: 0.0311765 | val_loss: 0.0311974 | Time: 6776.66 ms [2021-11-21 21:11:18 main:574] : INFO : Epoch 1700 | loss: 0.0311751 | val_loss: 0.0311928 | Time: 6715.09 ms [2021-11-21 21:11:22 main:574] : INFO : Epoch 1701 | loss: 0.0311759 | val_loss: 0.0311992 | Time: 4280.68 ms [2021-11-21 21:11:26 main:574] : INFO : Epoch 1702 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 3642.25 ms [2021-11-21 21:11:31 main:574] : INFO : Epoch 1703 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 4801.75 ms [2021-11-21 21:11:36 main:574] : INFO : Epoch 1704 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 4778.48 ms [2021-11-21 21:11:41 main:574] : INFO : Epoch 1705 | loss: 0.0311709 | val_loss: 0.0311841 | Time: 4961.1 ms [2021-11-21 21:11:46 main:574] : INFO : Epoch 1706 | loss: 0.031173 | val_loss: 0.0311888 | Time: 4871.7 ms [2021-11-21 21:11:51 main:574] : INFO : Epoch 1707 | loss: 0.0311768 | val_loss: 0.0311875 | Time: 5344.57 ms [2021-11-21 21:11:55 main:574] : INFO : Epoch 1708 | loss: 0.0311731 | val_loss: 0.0311881 | Time: 3866.87 ms [2021-11-21 21:12:01 main:574] : INFO : Epoch 1709 | loss: 0.031177 | val_loss: 0.0311843 | Time: 5425.21 ms [2021-11-21 21:12:07 main:574] : INFO : Epoch 1710 | loss: 0.0311729 | val_loss: 0.0311856 | Time: 5919.46 ms [2021-11-21 21:12:13 main:574] : INFO : Epoch 1711 | loss: 0.0311725 | val_loss: 0.0311841 | Time: 5782.32 ms [2021-11-21 21:12:18 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311861 | Time: 5670.85 ms [2021-11-21 21:12:24 main:574] : INFO : Epoch 1713 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 5532.71 ms [2021-11-21 21:12:30 main:574] : INFO : Epoch 1714 | loss: 0.0311734 | val_loss: 0.0311851 | Time: 5954.12 ms [2021-11-21 21:12:36 main:574] : INFO : Epoch 1715 | loss: 0.0311747 | val_loss: 0.0312039 | Time: 5972.54 ms [2021-11-21 21:12:43 main:574] : INFO : Epoch 1716 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 6518.63 ms [2021-11-21 21:12:49 main:574] : INFO : Epoch 1717 | loss: 0.03117 | val_loss: 0.0311894 | Time: 6270.34 ms [2021-11-21 21:12:54 main:574] : INFO : Epoch 1718 | loss: 0.0311732 | val_loss: 0.0311852 | Time: 3880.54 ms [2021-11-21 21:12:58 main:574] : INFO : Epoch 1719 | loss: 0.0311733 | val_loss: 0.0311867 | Time: 4238.87 ms [2021-11-21 21:13:02 main:574] : INFO : Epoch 1720 | loss: 0.0311746 | val_loss: 0.0311886 | Time: 4332.99 ms [2021-11-21 21:13:09 main:574] : INFO : Epoch 1721 | loss: 0.0311716 | val_loss: 0.0311905 | Time: 6255.02 ms [2021-11-21 21:13:14 main:574] : INFO : Epoch 1722 | loss: 0.031171 | val_loss: 0.0311893 | Time: 5359.49 ms [2021-11-21 21:13:17 main:574] : INFO : Epoch 1723 | loss: 0.0311714 | val_loss: 0.0311876 | Time: 3192.42 ms [2021-11-21 21:13:20 main:574] : INFO : Epoch 1724 | loss: 0.0311749 | val_loss: 0.0311981 | Time: 2079.3 ms [2021-11-21 21:13:22 main:574] : INFO : Epoch 1725 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 2043.54 ms [2021-11-21 21:13:24 main:574] : INFO : Epoch 1726 | loss: 0.0311689 | val_loss: 0.0311888 | Time: 1987.68 ms [2021-11-21 21:13:26 main:574] : INFO : Epoch 1727 | loss: 0.0311753 | val_loss: 0.0311928 | Time: 2012.85 ms [2021-11-21 21:13:28 main:574] : INFO : Epoch 1728 | loss: 0.0311718 | val_loss: 0.0311859 | Time: 2048.62 ms [2021-11-21 21:13:31 main:574] : INFO : Epoch 1729 | loss: 0.0311704 | val_loss: 0.0311857 | Time: 2285.84 ms [2021-11-21 21:13:34 main:574] : INFO : Epoch 1730 | loss: 0.0311686 | val_loss: 0.0311821 | Time: 2631.65 ms [2021-11-21 21:13:38 main:574] : INFO : Epoch 1731 | loss: 0.0311678 | val_loss: 0.0311832 | Time: 4365.05 ms [2021-11-21 21:13:44 main:574] : INFO : Epoch 1732 | loss: 0.0311705 | val_loss: 0.0311848 | Time: 5921.47 ms [2021-11-21 21:13:51 main:574] : INFO : Epoch 1733 | loss: 0.0311715 | val_loss: 0.0311852 | Time: 6700.36 ms [2021-11-21 21:13:56 main:574] : INFO : Epoch 1734 | loss: 0.03117 | val_loss: 0.0311851 | Time: 5104.29 ms [2021-11-21 21:13:58 main:574] : INFO : Epoch 1735 | loss: 0.0311689 | val_loss: 0.0311831 | Time: 2066.16 ms [2021-11-21 21:14:01 main:574] : INFO : Epoch 1736 | loss: 0.0311685 | val_loss: 0.0311874 | Time: 2358.33 ms [2021-11-21 21:14:04 main:574] : INFO : Epoch 1737 | loss: 0.0311703 | val_loss: 0.0311895 | Time: 2625.02 ms [2021-11-21 21:14:07 main:574] : INFO : Epoch 1738 | loss: 0.0311708 | val_loss: 0.031181 | Time: 2701.86 ms [2021-11-21 21:14:09 main:574] : INFO : Epoch 1739 | loss: 0.0311706 | val_loss: 0.0311878 | Time: 2521.16 ms [2021-11-21 21:14:12 main:574] : INFO : Epoch 1740 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 2297.72 ms [2021-11-21 21:14:15 main:574] : INFO : Epoch 1741 | loss: 0.031173 | val_loss: 0.0311819 | Time: 2263.28 ms [2021-11-21 21:14:20 main:574] : INFO : Epoch 1742 | loss: 0.0311704 | val_loss: 0.031183 | Time: 5135.91 ms [2021-11-21 21:14:27 main:574] : INFO : Epoch 1743 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 7009.9 ms [2021-11-21 21:14:33 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 6064.52 ms [2021-11-21 21:14:40 main:574] : INFO : Epoch 1745 | loss: 0.0311692 | val_loss: 0.0311816 | Time: 6246.5 ms [2021-11-21 21:14:47 main:574] : INFO : Epoch 1746 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 6744.7 ms [2021-11-21 21:14:54 main:574] : INFO : Epoch 1747 | loss: 0.0311719 | val_loss: 0.0311887 | Time: 6789.27 ms [2021-11-21 21:15:01 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 7034.93 ms [2021-11-21 21:15:09 main:574] : INFO : Epoch 1749 | loss: 0.0311688 | val_loss: 0.0311817 | Time: 7186.56 ms [2021-11-21 21:15:16 main:574] : INFO : Epoch 1750 | loss: 0.0311707 | val_loss: 0.0311867 | Time: 7012.97 ms [2021-11-21 21:15:23 main:574] : INFO : Epoch 1751 | loss: 0.0311709 | val_loss: 0.031182 | Time: 7138.21 ms [2021-11-21 21:15:30 main:574] : INFO : Epoch 1752 | loss: 0.0311681 | val_loss: 0.0311887 | Time: 7049.56 ms [2021-11-21 21:15:38 main:574] : INFO : Epoch 1753 | loss: 0.0311673 | val_loss: 0.0311827 | Time: 7167.46 ms [2021-11-21 21:15:45 main:574] : INFO : Epoch 1754 | loss: 0.0311665 | val_loss: 0.0311856 | Time: 6965.25 ms [2021-11-21 21:15:52 main:574] : INFO : Epoch 1755 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 6875.83 ms [2021-11-21 21:15:59 main:574] : INFO : Epoch 1756 | loss: 0.0311664 | val_loss: 0.0311838 | Time: 7105.67 ms [2021-11-21 21:16:06 main:574] : INFO : Epoch 1757 | loss: 0.0311664 | val_loss: 0.0311863 | Time: 7029.4 ms [2021-11-21 21:16:14 main:574] : INFO : Epoch 1758 | loss: 0.0311681 | val_loss: 0.0311831 | Time: 7084.67 ms [2021-11-21 21:16:21 main:574] : INFO : Epoch 1759 | loss: 0.0311687 | val_loss: 0.0311902 | Time: 6975.24 ms [2021-11-21 21:16:27 main:574] : INFO : Epoch 1760 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 5956.15 ms [2021-11-21 21:16:34 main:574] : INFO : Epoch 1761 | loss: 0.0311692 | val_loss: 0.0311846 | Time: 6941.43 ms [2021-11-21 21:16:40 main:574] : INFO : Epoch 1762 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 6685.28 ms [2021-11-21 21:16:48 main:574] : INFO : Epoch 1763 | loss: 0.0311688 | val_loss: 0.031182 | Time: 7434.45 ms [2021-11-21 21:16:55 main:574] : INFO : Epoch 1764 | loss: 0.0311702 | val_loss: 0.0311838 | Time: 6569.49 ms [2021-11-21 21:17:01 main:574] : INFO : Epoch 1765 | loss: 0.0311701 | val_loss: 0.0311868 | Time: 5801.67 ms [2021-11-21 21:17:06 main:574] : INFO : Epoch 1766 | loss: 0.0311691 | val_loss: 0.031183 | Time: 5546.77 ms [2021-11-21 21:17:13 main:574] : INFO : Epoch 1767 | loss: 0.0311736 | val_loss: 0.0312014 | Time: 6263.59 ms [2021-11-21 21:17:19 main:574] : INFO : Epoch 1768 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 6194.51 ms [2021-11-21 21:17:24 main:574] : INFO : Epoch 1769 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 4853.73 ms [2021-11-21 21:17:31 main:574] : INFO : Epoch 1770 | loss: 0.0311691 | val_loss: 0.0311902 | Time: 6653.15 ms [2021-11-21 21:17:37 main:574] : INFO : Epoch 1771 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 6566.02 ms [2021-11-21 21:17:44 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.0311842 | Time: 6292.02 ms [2021-11-21 21:17:51 main:574] : INFO : Epoch 1773 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 7049.63 ms [2021-11-21 21:17:57 main:574] : INFO : Epoch 1774 | loss: 0.0311657 | val_loss: 0.031182 | Time: 5554.39 ms [2021-11-21 21:18:04 main:574] : INFO : Epoch 1775 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 7204.06 ms [2021-11-21 21:18:12 main:574] : INFO : Epoch 1776 | loss: 0.0311681 | val_loss: 0.0311809 | Time: 7563.22 ms [2021-11-21 21:18:19 main:574] : INFO : Epoch 1777 | loss: 0.0311692 | val_loss: 0.0311865 | Time: 7151.42 ms [2021-11-21 21:18:25 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.031181 | Time: 5780.54 ms [2021-11-21 21:18:30 main:574] : INFO : Epoch 1779 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 5232.56 ms [2021-11-21 21:18:35 main:574] : INFO : Epoch 1780 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 4403.86 ms [2021-11-21 21:18:40 main:574] : INFO : Epoch 1781 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 4986.69 ms [2021-11-21 21:18:46 main:574] : INFO : Epoch 1782 | loss: 0.0311687 | val_loss: 0.031177 | Time: 5769.81 ms [2021-11-21 21:18:53 main:574] : INFO : Epoch 1783 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 6678.06 ms [2021-11-21 21:18:58 main:574] : INFO : Epoch 1784 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 5146.38 ms [2021-11-21 21:19:03 main:574] : INFO : Epoch 1785 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 4583.24 ms [2021-11-21 21:19:08 main:574] : INFO : Epoch 1786 | loss: 0.03117 | val_loss: 0.0311763 | Time: 5025.64 ms [2021-11-21 21:19:14 main:574] : INFO : Epoch 1787 | loss: 0.0311683 | val_loss: 0.0311812 | Time: 6140.14 ms [2021-11-21 21:19:20 main:574] : INFO : Epoch 1788 | loss: 0.031171 | val_loss: 0.0311784 | Time: 5416.31 ms [2021-11-21 21:19:24 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.031179 | Time: 4481.65 ms [2021-11-21 21:19:30 main:574] : INFO : Epoch 1790 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 5893.83 ms [2021-11-21 21:19:36 main:574] : INFO : Epoch 1791 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 4906.18 ms [2021-11-21 21:19:42 main:574] : INFO : Epoch 1792 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 6059.79 ms [2021-11-21 21:19:48 main:574] : INFO : Epoch 1793 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 5827.37 ms [2021-11-21 21:19:54 main:574] : INFO : Epoch 1794 | loss: 0.03117 | val_loss: 0.0311786 | Time: 5657.59 ms [2021-11-21 21:20:00 main:574] : INFO : Epoch 1795 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 6010.55 ms [2021-11-21 21:20:05 main:574] : INFO : Epoch 1796 | loss: 0.0311658 | val_loss: 0.0311861 | Time: 5431.24 ms [2021-11-21 21:20:11 main:574] : INFO : Epoch 1797 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 6054.39 ms [2021-11-21 21:20:16 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0312015 | Time: 4636.48 ms [2021-11-21 21:20:22 main:574] : INFO : Epoch 1799 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 5636.03 ms [2021-11-21 21:20:28 main:574] : INFO : Epoch 1800 | loss: 0.031166 | val_loss: 0.0311833 | Time: 6179.23 ms [2021-11-21 21:20:34 main:574] : INFO : Epoch 1801 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 5307.42 ms [2021-11-21 21:20:39 main:574] : INFO : Epoch 1802 | loss: 0.0311638 | val_loss: 0.0311833 | Time: 4689.25 ms [2021-11-21 21:20:43 main:574] : INFO : Epoch 1803 | loss: 0.0311646 | val_loss: 0.0311775 | Time: 4674.93 ms [2021-11-21 21:20:49 main:574] : INFO : Epoch 1804 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 5352.36 ms [2021-11-21 21:20:54 main:574] : INFO : Epoch 1805 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 4930.9 ms [2021-11-21 21:21:00 main:574] : INFO : Epoch 1806 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 5643.36 ms [2021-11-21 21:21:06 main:574] : INFO : Epoch 1807 | loss: 0.0311644 | val_loss: 0.0311799 | Time: 5824.49 ms [2021-11-21 21:21:12 main:574] : INFO : Epoch 1808 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 5838.82 ms [2021-11-21 21:21:18 main:574] : INFO : Epoch 1809 | loss: 0.0311637 | val_loss: 0.0311834 | Time: 6090.59 ms [2021-11-21 21:21:23 main:574] : INFO : Epoch 1810 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 4630.98 ms [2021-11-21 21:21:28 main:574] : INFO : Epoch 1811 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 4748.18 ms [2021-11-21 21:21:33 main:574] : INFO : Epoch 1812 | loss: 0.0311679 | val_loss: 0.0311839 | Time: 4859.94 ms [2021-11-21 21:21:38 main:574] : INFO : Epoch 1813 | loss: 0.0311662 | val_loss: 0.031178 | Time: 4699.44 ms [2021-11-21 21:21:42 main:574] : INFO : Epoch 1814 | loss: 0.0311646 | val_loss: 0.0311763 | Time: 4505.89 ms [2021-11-21 21:21:46 main:574] : INFO : Epoch 1815 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 4089.19 ms [2021-11-21 21:21:51 main:574] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.0311812 | Time: 4655.67 ms [2021-11-21 21:21:56 main:574] : INFO : Epoch 1817 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 4507.22 ms [2021-11-21 21:22:01 main:574] : INFO : Epoch 1818 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 4873.28 ms [2021-11-21 21:22:06 main:574] : INFO : Epoch 1819 | loss: 0.0311633 | val_loss: 0.0311775 | Time: 4622.61 ms [2021-11-21 21:22:11 main:574] : INFO : Epoch 1820 | loss: 0.031161 | val_loss: 0.0311768 | Time: 5556.24 ms [2021-11-21 21:22:16 main:574] : INFO : Epoch 1821 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 4983.92 ms [2021-11-21 21:22:22 main:574] : INFO : Epoch 1822 | loss: 0.0311633 | val_loss: 0.031181 | Time: 5386.97 ms [2021-11-21 21:22:27 main:574] : INFO : Epoch 1823 | loss: 0.0311623 | val_loss: 0.0311768 | Time: 4700.37 ms [2021-11-21 21:22:32 main:574] : INFO : Epoch 1824 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 5246.03 ms [2021-11-21 21:22:38 main:574] : INFO : Epoch 1825 | loss: 0.0311701 | val_loss: 0.0311878 | Time: 5941.65 ms [2021-11-21 21:22:44 main:574] : INFO : Epoch 1826 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 5648.33 ms [2021-11-21 21:22:49 main:574] : INFO : Epoch 1827 | loss: 0.0311637 | val_loss: 0.0311831 | Time: 5090.94 ms [2021-11-21 21:22:54 main:574] : INFO : Epoch 1828 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 4940.22 ms [2021-11-21 21:23:00 main:574] : INFO : Epoch 1829 | loss: 0.0311658 | val_loss: 0.031176 | Time: 5048.86 ms [2021-11-21 21:23:05 main:574] : INFO : Epoch 1830 | loss: 0.0311641 | val_loss: 0.0311787 | Time: 5244.28 ms [2021-11-21 21:23:10 main:574] : INFO : Epoch 1831 | loss: 0.0311657 | val_loss: 0.0311866 | Time: 4775.71 ms [2021-11-21 21:23:15 main:574] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 4488.45 ms [2021-11-21 21:23:20 main:574] : INFO : Epoch 1833 | loss: 0.0311604 | val_loss: 0.0311801 | Time: 5050.52 ms [2021-11-21 21:23:24 main:574] : INFO : Epoch 1834 | loss: 0.0311628 | val_loss: 0.0311758 | Time: 4497.62 ms [2021-11-21 21:23:29 main:574] : INFO : Epoch 1835 | loss: 0.0311619 | val_loss: 0.0311838 | Time: 4682.98 ms [2021-11-21 21:23:34 main:574] : INFO : Epoch 1836 | loss: 0.0311616 | val_loss: 0.0311803 | Time: 4837.5 ms [2021-11-21 21:23:40 main:574] : INFO : Epoch 1837 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 6045.71 ms [2021-11-21 21:23:46 main:574] : INFO : Epoch 1838 | loss: 0.0311633 | val_loss: 0.0311839 | Time: 5234.89 ms [2021-11-21 21:23:52 main:574] : INFO : Epoch 1839 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 6564.36 ms [2021-11-21 21:23:59 main:574] : INFO : Epoch 1840 | loss: 0.0311609 | val_loss: 0.0311758 | Time: 6504.87 ms [2021-11-21 21:24:06 main:574] : INFO : Epoch 1841 | loss: 0.03116 | val_loss: 0.031177 | Time: 6625.57 ms [2021-11-21 21:24:11 main:574] : INFO : Epoch 1842 | loss: 0.0311598 | val_loss: 0.0311772 | Time: 5755.29 ms [2021-11-21 21:24:17 main:574] : INFO : Epoch 1843 | loss: 0.0311596 | val_loss: 0.0311779 | Time: 4940.66 ms [2021-11-21 21:24:22 main:574] : INFO : Epoch 1844 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 4811.17 ms [2021-11-21 21:24:26 main:574] : INFO : Epoch 1845 | loss: 0.0311608 | val_loss: 0.0311811 | Time: 4599.36 ms [2021-11-21 21:24:31 main:574] : INFO : Epoch 1846 | loss: 0.0311636 | val_loss: 0.0311778 | Time: 4217.2 ms [2021-11-21 21:24:35 main:574] : INFO : Epoch 1847 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 4521.26 ms [2021-11-21 21:24:38 main:574] : INFO : Epoch 1848 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2128.98 ms [2021-11-21 21:24:40 main:574] : INFO : Epoch 1849 | loss: 0.0311659 | val_loss: 0.0311786 | Time: 2147.04 ms [2021-11-21 21:24:42 main:574] : INFO : Epoch 1850 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 2125.73 ms [2021-11-21 21:24:44 main:574] : INFO : Epoch 1851 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 2138.93 ms [2021-11-21 21:24:47 main:574] : INFO : Epoch 1852 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 2251.55 ms [2021-11-21 21:24:49 main:574] : INFO : Epoch 1853 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 2350.81 ms [2021-11-21 21:24:52 main:574] : INFO : Epoch 1854 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 2769.4 ms [2021-11-21 21:24:58 main:574] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 5508.38 ms [2021-11-21 21:25:05 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 6637.55 ms [2021-11-21 21:25:12 main:574] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 6786.69 ms [2021-11-21 21:25:17 main:574] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311816 | Time: 4346.62 ms [2021-11-21 21:25:22 main:574] : INFO : Epoch 1859 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 5780.3 ms [2021-11-21 21:25:28 main:574] : INFO : Epoch 1860 | loss: 0.0311602 | val_loss: 0.0311755 | Time: 5940.38 ms [2021-11-21 21:25:34 main:574] : INFO : Epoch 1861 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 5760.33 ms [2021-11-21 21:25:39 main:574] : INFO : Epoch 1862 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 4422.84 ms [2021-11-21 21:25:41 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 2288.58 ms [2021-11-21 21:25:44 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 2501.04 ms [2021-11-21 21:25:47 main:574] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2682.17 ms [2021-11-21 21:25:50 main:574] : INFO : Epoch 1866 | loss: 0.031164 | val_loss: 0.0311737 | Time: 2423.65 ms [2021-11-21 21:25:52 main:574] : INFO : Epoch 1867 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 2431.01 ms [2021-11-21 21:25:55 main:574] : INFO : Epoch 1868 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2442.23 ms [2021-11-21 21:26:02 main:574] : INFO : Epoch 1869 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 6672.3 ms [2021-11-21 21:26:08 main:574] : INFO : Epoch 1870 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 5983.14 ms [2021-11-21 21:26:16 main:574] : INFO : Epoch 1871 | loss: 0.0311609 | val_loss: 0.0311736 | Time: 6941.42 ms [2021-11-21 21:26:23 main:574] : INFO : Epoch 1872 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 7153.68 ms [2021-11-21 21:26:30 main:574] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 7417.03 ms [2021-11-21 21:26:38 main:574] : INFO : Epoch 1874 | loss: 0.0311592 | val_loss: 0.0311787 | Time: 7886.85 ms [2021-11-21 21:26:46 main:574] : INFO : Epoch 1875 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 7213.06 ms [2021-11-21 21:26:53 main:574] : INFO : Epoch 1876 | loss: 0.0311596 | val_loss: 0.031172 | Time: 7166.68 ms [2021-11-21 21:27:00 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 7286.64 ms [2021-11-21 21:27:08 main:574] : INFO : Epoch 1878 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 7081.35 ms [2021-11-21 21:27:14 main:574] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 6024.12 ms [2021-11-21 21:27:20 main:574] : INFO : Epoch 1880 | loss: 0.0311628 | val_loss: 0.0311823 | Time: 6361.17 ms [2021-11-21 21:27:27 main:574] : INFO : Epoch 1881 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 7179.79 ms [2021-11-21 21:27:35 main:574] : INFO : Epoch 1882 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 7556.5 ms [2021-11-21 21:27:42 main:574] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.0311717 | Time: 7088.82 ms [2021-11-21 21:27:50 main:574] : INFO : Epoch 1884 | loss: 0.0311569 | val_loss: 0.0311745 | Time: 7228.19 ms [2021-11-21 21:27:56 main:574] : INFO : Epoch 1885 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 5858.49 ms [2021-11-21 21:28:03 main:574] : INFO : Epoch 1886 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 7015.4 ms [2021-11-21 21:28:09 main:574] : INFO : Epoch 1887 | loss: 0.03116 | val_loss: 0.0311788 | Time: 6002.24 ms [2021-11-21 21:28:16 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311769 | Time: 6564.49 ms [2021-11-21 21:28:22 main:574] : INFO : Epoch 1889 | loss: 0.031159 | val_loss: 0.0311869 | Time: 6851.3 ms [2021-11-21 21:28:29 main:574] : INFO : Epoch 1890 | loss: 0.0311621 | val_loss: 0.0311775 | Time: 6229.71 ms [2021-11-21 21:28:36 main:574] : INFO : Epoch 1891 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 6529.46 ms [2021-11-21 21:28:43 main:574] : INFO : Epoch 1892 | loss: 0.0311586 | val_loss: 0.031178 | Time: 7130.32 ms [2021-11-21 21:28:50 main:574] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 7362.79 ms [2021-11-21 21:28:57 main:574] : INFO : Epoch 1894 | loss: 0.0311587 | val_loss: 0.031171 | Time: 6194.47 ms [2021-11-21 21:28:59 main:574] : INFO : Epoch 1895 | loss: 0.031157 | val_loss: 0.0311779 | Time: 2118.19 ms [2021-11-21 21:29:02 main:574] : INFO : Epoch 1896 | loss: 0.0311589 | val_loss: 0.0311737 | Time: 2887.45 ms [2021-11-21 21:29:05 main:574] : INFO : Epoch 1897 | loss: 0.0311614 | val_loss: 0.0311863 | Time: 2828.67 ms [2021-11-21 21:29:09 main:574] : INFO : Epoch 1898 | loss: 0.0311622 | val_loss: 0.0311742 | Time: 3694.01 ms [2021-11-21 21:29:14 main:574] : INFO : Epoch 1899 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 4801.29 ms [2021-11-21 21:29:20 main:574] : INFO : Epoch 1900 | loss: 0.0311781 | val_loss: 0.0311766 | Time: 5689.8 ms [2021-11-21 21:29:24 main:574] : INFO : Epoch 1901 | loss: 0.0311715 | val_loss: 0.0311747 | Time: 3540.54 ms [2021-11-21 21:29:30 main:574] : INFO : Epoch 1902 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 6246.54 ms [2021-11-21 21:29:37 main:574] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 6288.9 ms [2021-11-21 21:29:44 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 6598.95 ms [2021-11-21 21:29:50 main:574] : INFO : Epoch 1905 | loss: 0.0311652 | val_loss: 0.031174 | Time: 6466.05 ms [2021-11-21 21:29:57 main:574] : INFO : Epoch 1906 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 6390.37 ms [2021-11-21 21:30:01 main:574] : INFO : Epoch 1907 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 3953.19 ms [2021-11-21 21:30:04 main:574] : INFO : Epoch 1908 | loss: 0.03116 | val_loss: 0.0311718 | Time: 2399.95 ms [2021-11-21 21:30:06 main:574] : INFO : Epoch 1909 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 2537.78 ms [2021-11-21 21:30:09 main:574] : INFO : Epoch 1910 | loss: 0.0311622 | val_loss: 0.0311728 | Time: 2245.09 ms [2021-11-21 21:30:11 main:574] : INFO : Epoch 1911 | loss: 0.0311629 | val_loss: 0.0311709 | Time: 2407.2 ms [2021-11-21 21:30:14 main:574] : INFO : Epoch 1912 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 2528.16 ms [2021-11-21 21:30:17 main:574] : INFO : Epoch 1913 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2413.64 ms [2021-11-21 21:30:20 main:574] : INFO : Epoch 1914 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2356.03 ms [2021-11-21 21:30:22 main:574] : INFO : Epoch 1915 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 2352.69 ms [2021-11-21 21:30:25 main:574] : INFO : Epoch 1916 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 2757.18 ms [2021-11-21 21:30:28 main:574] : INFO : Epoch 1917 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 2281.35 ms [2021-11-21 21:30:30 main:574] : INFO : Epoch 1918 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 2327.71 ms [2021-11-21 21:30:36 main:574] : INFO : Epoch 1919 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 5716.9 ms [2021-11-21 21:30:42 main:574] : INFO : Epoch 1920 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 5710.54 ms [2021-11-21 21:30:47 main:574] : INFO : Epoch 1921 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 5158.16 ms [2021-11-21 21:30:54 main:574] : INFO : Epoch 1922 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 5982.77 ms [2021-11-21 21:31:01 main:574] : INFO : Epoch 1923 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 6947.44 ms [2021-11-21 21:31:08 main:574] : INFO : Epoch 1924 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 6836.38 ms [2021-11-21 21:31:14 main:574] : INFO : Epoch 1925 | loss: 0.0311583 | val_loss: 0.0311737 | Time: 6257.45 ms [2021-11-21 21:31:20 main:574] : INFO : Epoch 1926 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 6061.77 ms [2021-11-21 21:31:26 main:574] : INFO : Epoch 1927 | loss: 0.0311579 | val_loss: 0.0311747 | Time: 5947.79 ms [2021-11-21 21:31:33 main:574] : INFO : Epoch 1928 | loss: 0.0311575 | val_loss: 0.0311896 | Time: 6915.53 ms [2021-11-21 21:31:41 main:574] : INFO : Epoch 1929 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 7185.91 ms [2021-11-21 21:31:48 main:574] : INFO : Epoch 1930 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 7470.89 ms [2021-11-21 21:31:54 main:574] : INFO : Epoch 1931 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 5600.7 ms [2021-11-21 21:32:00 main:574] : INFO : Epoch 1932 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 5662.16 ms [2021-11-21 21:32:08 main:574] : INFO : Epoch 1933 | loss: 0.0311579 | val_loss: 0.031178 | Time: 7928.4 ms [2021-11-21 21:32:13 main:574] : INFO : Epoch 1934 | loss: 0.03116 | val_loss: 0.0311772 | Time: 5389.2 ms [2021-11-21 21:32:19 main:574] : INFO : Epoch 1935 | loss: 0.031157 | val_loss: 0.031175 | Time: 5702.63 ms [2021-11-21 21:32:26 main:574] : INFO : Epoch 1936 | loss: 0.0311593 | val_loss: 0.0311773 | Time: 6154.09 ms [2021-11-21 21:32:32 main:574] : INFO : Epoch 1937 | loss: 0.0311576 | val_loss: 0.0311787 | Time: 6034.57 ms [2021-11-21 21:32:38 main:574] : INFO : Epoch 1938 | loss: 0.0311546 | val_loss: 0.0311728 | Time: 6425.35 ms [2021-11-21 21:32:44 main:574] : INFO : Epoch 1939 | loss: 0.0311565 | val_loss: 0.0311738 | Time: 5907.28 ms [2021-11-21 21:32:50 main:574] : INFO : Epoch 1940 | loss: 0.0311537 | val_loss: 0.0311757 | Time: 5800.49 ms [2021-11-21 21:32:56 main:574] : INFO : Epoch 1941 | loss: 0.0311563 | val_loss: 0.0311746 | Time: 5237.2 ms [2021-11-21 21:33:01 main:574] : INFO : Epoch 1942 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 4879.01 ms [2021-11-21 21:33:06 main:574] : INFO : Epoch 1943 | loss: 0.031155 | val_loss: 0.0311748 | Time: 5344.38 ms [2021-11-21 21:33:12 main:574] : INFO : Epoch 1944 | loss: 0.0311538 | val_loss: 0.0311761 | Time: 5415.17 ms [2021-11-21 21:33:18 main:574] : INFO : Epoch 1945 | loss: 0.0311572 | val_loss: 0.031179 | Time: 5594.39 ms [2021-11-21 21:33:24 main:574] : INFO : Epoch 1946 | loss: 0.0311551 | val_loss: 0.0311753 | Time: 5082.5 ms [2021-11-21 21:33:30 main:574] : INFO : Epoch 1947 | loss: 0.0311565 | val_loss: 0.0311776 | Time: 6070.26 ms [2021-11-21 21:33:36 main:574] : INFO : Epoch 1948 | loss: 0.0311555 | val_loss: 0.0311794 | Time: 5901.82 ms [2021-11-21 21:33:42 main:574] : INFO : Epoch 1949 | loss: 0.0311574 | val_loss: 0.0311959 | Time: 6000.65 ms [2021-11-21 21:33:47 main:574] : INFO : Epoch 1950 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 4634.95 ms [2021-11-21 21:33:52 main:574] : INFO : Epoch 1951 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 5142.59 ms [2021-11-21 21:33:58 main:574] : INFO : Epoch 1952 | loss: 0.0311546 | val_loss: 0.0311738 | Time: 5701.22 ms [2021-11-21 21:34:02 main:574] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.0311754 | Time: 4369.9 ms [2021-11-21 21:34:07 main:574] : INFO : Epoch 1954 | loss: 0.0311539 | val_loss: 0.0311764 | Time: 4459.48 ms [2021-11-21 21:34:12 main:574] : INFO : Epoch 1955 | loss: 0.0311523 | val_loss: 0.0311738 | Time: 4386.04 ms [2021-11-21 21:34:17 main:574] : INFO : Epoch 1956 | loss: 0.0311582 | val_loss: 0.0311741 | Time: 5239.85 ms [2021-11-21 21:34:21 main:574] : INFO : Epoch 1957 | loss: 0.0311544 | val_loss: 0.0311729 | Time: 4381.69 ms [2021-11-21 21:34:27 main:574] : INFO : Epoch 1958 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 5352.89 ms [2021-11-21 21:34:32 main:574] : INFO : Epoch 1959 | loss: 0.0311571 | val_loss: 0.0311806 | Time: 5028.59 ms [2021-11-21 21:34:39 main:574] : INFO : Epoch 1960 | loss: 0.0311594 | val_loss: 0.031174 | Time: 6346.52 ms [2021-11-21 21:34:45 main:574] : INFO : Epoch 1961 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 5603.35 ms [2021-11-21 21:34:50 main:574] : INFO : Epoch 1962 | loss: 0.0311586 | val_loss: 0.0311748 | Time: 4975.24 ms [2021-11-21 21:34:54 main:574] : INFO : Epoch 1963 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 4409.81 ms [2021-11-21 21:34:59 main:574] : INFO : Epoch 1964 | loss: 0.0311556 | val_loss: 0.0311833 | Time: 4974.12 ms [2021-11-21 21:35:04 main:574] : INFO : Epoch 1965 | loss: 0.0311572 | val_loss: 0.0311841 | Time: 4997.02 ms [2021-11-21 21:35:10 main:574] : INFO : Epoch 1966 | loss: 0.0311564 | val_loss: 0.0311756 | Time: 5002.09 ms [2021-11-21 21:35:15 main:574] : INFO : Epoch 1967 | loss: 0.0311523 | val_loss: 0.0311757 | Time: 5119.62 ms [2021-11-21 21:35:20 main:574] : INFO : Epoch 1968 | loss: 0.031155 | val_loss: 0.0311738 | Time: 4822.88 ms [2021-11-21 21:35:24 main:574] : INFO : Epoch 1969 | loss: 0.031153 | val_loss: 0.0311723 | Time: 4434.75 ms [2021-11-21 21:35:29 main:574] : INFO : Epoch 1970 | loss: 0.0311528 | val_loss: 0.0311739 | Time: 4583.41 ms [2021-11-21 21:35:34 main:574] : INFO : Epoch 1971 | loss: 0.0311534 | val_loss: 0.0311806 | Time: 4752.88 ms [2021-11-21 21:35:39 main:574] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.0311842 | Time: 4833.78 ms [2021-11-21 21:35:46 main:574] : INFO : Epoch 1973 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 6985.07 ms [2021-11-21 21:35:52 main:574] : INFO : Epoch 1974 | loss: 0.0311576 | val_loss: 0.031173 | Time: 5866.46 ms [2021-11-21 21:35:57 main:574] : INFO : Epoch 1975 | loss: 0.0311563 | val_loss: 0.031173 | Time: 4294.47 ms [2021-11-21 21:36:01 main:574] : INFO : Epoch 1976 | loss: 0.0311564 | val_loss: 0.0311793 | Time: 4305.07 ms [2021-11-21 21:36:06 main:574] : INFO : Epoch 1977 | loss: 0.0311538 | val_loss: 0.0311728 | Time: 4674.73 ms [2021-11-21 21:36:11 main:574] : INFO : Epoch 1978 | loss: 0.0311538 | val_loss: 0.0311755 | Time: 5015.74 ms [2021-11-21 21:36:17 main:574] : INFO : Epoch 1979 | loss: 0.0311548 | val_loss: 0.0311775 | Time: 6171.3 ms [2021-11-21 21:36:24 main:574] : INFO : Epoch 1980 | loss: 0.0311546 | val_loss: 0.0311738 | Time: 6740.03 ms [2021-11-21 21:36:30 main:574] : INFO : Epoch 1981 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 6239.69 ms [2021-11-21 21:36:36 main:574] : INFO : Epoch 1982 | loss: 0.0311536 | val_loss: 0.0311772 | Time: 5225.69 ms [2021-11-21 21:36:40 main:574] : INFO : Epoch 1983 | loss: 0.0311512 | val_loss: 0.0311762 | Time: 4448.68 ms [2021-11-21 21:36:44 main:574] : INFO : Epoch 1984 | loss: 0.0311541 | val_loss: 0.0311771 | Time: 3864.16 ms [2021-11-21 21:36:48 main:574] : INFO : Epoch 1985 | loss: 0.0311505 | val_loss: 0.031176 | Time: 4220.12 ms [2021-11-21 21:36:53 main:574] : INFO : Epoch 1986 | loss: 0.0311501 | val_loss: 0.0311783 | Time: 4263.24 ms [2021-11-21 21:36:58 main:574] : INFO : Epoch 1987 | loss: 0.0311509 | val_loss: 0.0311722 | Time: 4657.55 ms [2021-11-21 21:37:03 main:574] : INFO : Epoch 1988 | loss: 0.0311532 | val_loss: 0.0311851 | Time: 5126.6 ms [2021-11-21 21:37:09 main:574] : INFO : Epoch 1989 | loss: 0.0311572 | val_loss: 0.0311745 | Time: 5897.41 ms [2021-11-21 21:37:14 main:574] : INFO : Epoch 1990 | loss: 0.0311521 | val_loss: 0.0311732 | Time: 4870 ms [2021-11-21 21:37:18 main:574] : INFO : Epoch 1991 | loss: 0.0311519 | val_loss: 0.0311751 | Time: 4377.89 ms [2021-11-21 21:37:23 main:574] : INFO : Epoch 1992 | loss: 0.0311527 | val_loss: 0.0311767 | Time: 4458.27 ms [2021-11-21 21:37:28 main:574] : INFO : Epoch 1993 | loss: 0.0311504 | val_loss: 0.0311762 | Time: 4399.21 ms [2021-11-21 21:37:32 main:574] : INFO : Epoch 1994 | loss: 0.0311497 | val_loss: 0.0311821 | Time: 4136.39 ms [2021-11-21 21:37:36 main:574] : INFO : Epoch 1995 | loss: 0.0311492 | val_loss: 0.0311793 | Time: 4290.54 ms [2021-11-21 21:37:41 main:574] : INFO : Epoch 1996 | loss: 0.0311527 | val_loss: 0.0311819 | Time: 4852.23 ms [2021-11-21 21:37:47 main:574] : INFO : Epoch 1997 | loss: 0.0311515 | val_loss: 0.0311875 | Time: 5606.76 ms [2021-11-21 21:37:52 main:574] : INFO : Epoch 1998 | loss: 0.0311503 | val_loss: 0.0311766 | Time: 5067.7 ms [2021-11-21 21:37:58 main:574] : INFO : Epoch 1999 | loss: 0.031154 | val_loss: 0.0311764 | Time: 5178.26 ms [2021-11-21 21:38:02 main:574] : INFO : Epoch 2000 | loss: 0.0311516 | val_loss: 0.031175 | Time: 4243.39 ms [2021-11-21 21:38:07 main:574] : INFO : Epoch 2001 | loss: 0.031151 | val_loss: 0.0311908 | Time: 4510.05 ms [2021-11-21 21:38:11 main:574] : INFO : Epoch 2002 | loss: 0.0311517 | val_loss: 0.0311801 | Time: 4534.34 ms [2021-11-21 21:38:16 main:574] : INFO : Epoch 2003 | loss: 0.0311492 | val_loss: 0.0311862 | Time: 4412.37 ms [2021-11-21 21:38:21 main:574] : INFO : Epoch 2004 | loss: 0.0311514 | val_loss: 0.0311766 | Time: 4564.14 ms [2021-11-21 21:38:25 main:574] : INFO : Epoch 2005 | loss: 0.0311516 | val_loss: 0.0311785 | Time: 4021.72 ms [2021-11-21 21:38:29 main:574] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311754 | Time: 4006.06 ms [2021-11-21 21:38:33 main:574] : INFO : Epoch 2007 | loss: 0.0311513 | val_loss: 0.0311779 | Time: 4172.32 ms [2021-11-21 21:38:38 main:574] : INFO : Epoch 2008 | loss: 0.0311506 | val_loss: 0.031182 | Time: 4927.36 ms [2021-11-21 21:38:42 main:574] : INFO : Epoch 2009 | loss: 0.0311509 | val_loss: 0.0311758 | Time: 3936.41 ms [2021-11-21 21:38:46 main:574] : INFO : Epoch 2010 | loss: 0.03115 | val_loss: 0.0311851 | Time: 3429.34 ms [2021-11-21 21:38:51 main:574] : INFO : Epoch 2011 | loss: 0.0311558 | val_loss: 0.031177 | Time: 4671.44 ms [2021-11-21 21:38:55 main:574] : INFO : Epoch 2012 | loss: 0.0311549 | val_loss: 0.0311778 | Time: 3929.78 ms [2021-11-21 21:38:57 main:574] : INFO : Epoch 2013 | loss: 0.031151 | val_loss: 0.0311775 | Time: 2099.04 ms [2021-11-21 21:38:59 main:574] : INFO : Epoch 2014 | loss: 0.031154 | val_loss: 0.0311822 | Time: 2043.19 ms [2021-11-21 21:39:01 main:574] : INFO : Epoch 2015 | loss: 0.0311509 | val_loss: 0.0311795 | Time: 2123.77 ms [2021-11-21 21:39:04 main:574] : INFO : Epoch 2016 | loss: 0.0311496 | val_loss: 0.0311747 | Time: 2423.49 ms [2021-11-21 21:39:07 main:574] : INFO : Epoch 2017 | loss: 0.0311522 | val_loss: 0.0311762 | Time: 2718.17 ms [2021-11-21 21:39:09 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 2379.64 ms [2021-11-21 21:39:12 main:574] : INFO : Epoch 2019 | loss: 0.0311528 | val_loss: 0.0311804 | Time: 2770.89 ms [2021-11-21 21:39:17 main:574] : INFO : Epoch 2020 | loss: 0.0311518 | val_loss: 0.0311763 | Time: 4464.15 ms [2021-11-21 21:39:23 main:574] : INFO : Epoch 2021 | loss: 0.031152 | val_loss: 0.0311785 | Time: 5538.68 ms [2021-11-21 21:39:30 main:574] : INFO : Epoch 2022 | loss: 0.0311508 | val_loss: 0.031184 | Time: 7101.92 ms [2021-11-21 21:39:37 main:574] : INFO : Epoch 2023 | loss: 0.0311545 | val_loss: 0.0311746 | Time: 7070 ms [2021-11-21 21:39:43 main:574] : INFO : Epoch 2024 | loss: 0.0311544 | val_loss: 0.0311793 | Time: 5379.17 ms [2021-11-21 21:39:49 main:574] : INFO : Epoch 2025 | loss: 0.0311549 | val_loss: 0.0311785 | Time: 6102.04 ms [2021-11-21 21:39:55 main:574] : INFO : Epoch 2026 | loss: 0.0311515 | val_loss: 0.0311779 | Time: 5672.28 ms [2021-11-21 21:40:00 main:574] : INFO : Epoch 2027 | loss: 0.0311516 | val_loss: 0.0311785 | Time: 5029.69 ms [2021-11-21 21:40:02 main:574] : INFO : Epoch 2028 | loss: 0.0311504 | val_loss: 0.0311899 | Time: 2261.39 ms [2021-11-21 21:40:05 main:574] : INFO : Epoch 2029 | loss: 0.031149 | val_loss: 0.0311888 | Time: 2511.02 ms [2021-11-21 21:40:07 main:574] : INFO : Epoch 2030 | loss: 0.0311492 | val_loss: 0.0311756 | Time: 2280.32 ms [2021-11-21 21:40:10 main:574] : INFO : Epoch 2031 | loss: 0.0311517 | val_loss: 0.0311752 | Time: 2753.76 ms [2021-11-21 21:40:13 main:574] : INFO : Epoch 2032 | loss: 0.031152 | val_loss: 0.0311897 | Time: 2785.26 ms [2021-11-21 21:40:16 main:574] : INFO : Epoch 2033 | loss: 0.0311564 | val_loss: 0.0311884 | Time: 2434.96 ms [2021-11-21 21:40:18 main:574] : INFO : Epoch 2034 | loss: 0.0311496 | val_loss: 0.0311804 | Time: 2062.18 ms [2021-11-21 21:40:23 main:574] : INFO : Epoch 2035 | loss: 0.0311473 | val_loss: 0.0311832 | Time: 5159.52 ms [2021-11-21 21:40:29 main:574] : INFO : Epoch 2036 | loss: 0.0311492 | val_loss: 0.0311797 | Time: 5937.83 ms [2021-11-21 21:40:37 main:574] : INFO : Epoch 2037 | loss: 0.0311487 | val_loss: 0.0311887 | Time: 7437.94 ms [2021-11-21 21:40:44 main:574] : INFO : Epoch 2038 | loss: 0.0311521 | val_loss: 0.0311838 | Time: 7303.46 ms [2021-11-21 21:40:52 main:574] : INFO : Epoch 2039 | loss: 0.0311523 | val_loss: 0.0311832 | Time: 7057.67 ms [2021-11-21 21:40:59 main:574] : INFO : Epoch 2040 | loss: 0.0311507 | val_loss: 0.0311763 | Time: 7706.16 ms [2021-11-21 21:41:07 main:574] : INFO : Epoch 2041 | loss: 0.0311521 | val_loss: 0.03119 | Time: 7660.37 ms [2021-11-21 21:41:15 main:574] : INFO : Epoch 2042 | loss: 0.0311522 | val_loss: 0.0311842 | Time: 7714.49 ms [2021-11-21 21:41:23 main:574] : INFO : Epoch 2043 | loss: 0.0311527 | val_loss: 0.0311814 | Time: 7685.49 ms [2021-11-21 21:41:30 main:574] : INFO : Epoch 2044 | loss: 0.0311596 | val_loss: 0.0311799 | Time: 7005.93 ms [2021-11-21 21:41:37 main:574] : INFO : Epoch 2045 | loss: 0.0311582 | val_loss: 0.0311776 | Time: 7067.22 ms [2021-11-21 21:41:45 main:574] : INFO : Epoch 2046 | loss: 0.0311559 | val_loss: 0.031176 | Time: 7379.26 ms [2021-11-21 21:41:53 main:574] : INFO : Epoch 2047 | loss: 0.0311551 | val_loss: 0.0311792 | Time: 7395.51 ms [2021-11-21 21:42:00 main:574] : INFO : Epoch 2048 | loss: 0.0311492 | val_loss: 0.0311805 | Time: 7017.41 ms [2021-11-21 21:42:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805 [2021-11-21 21:42:00 main:603] : INFO : Saving end state to config to file [2021-11-21 21:42:00 main:608] : INFO : Success, exiting.. 21:42:00 (27068): 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)