Task 9245775
| Name | ParityModified-1636226750-21830-1_3 |
| Workunit | 6341805 |
| Created | 28 Nov 2021, 19:39:52 UTC |
| Sent | 28 Nov 2021, 20:00:45 UTC |
| Report deadline | 5 Dec 2021, 20:00:45 UTC |
| Received | 29 Nov 2021, 15:03:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15090 |
| Run time | 1 hours 24 min 56 sec |
| CPU time | 53 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311062 | val_loss: 0.0311666 | Time: 3061.03 ms [2021-11-29 08:41:00 main:574] : INFO : Epoch 1543 | loss: 0.031106 | val_loss: 0.0311735 | Time: 1411.41 ms [2021-11-29 08:41:02 main:574] : INFO : Epoch 1544 | loss: 0.0311083 | val_loss: 0.0311649 | Time: 1946.29 ms [2021-11-29 08:41:05 main:574] : INFO : Epoch 1545 | loss: 0.031104 | val_loss: 0.0311739 | Time: 2896.85 ms [2021-11-29 08:41:08 main:574] : INFO : Epoch 1546 | loss: 0.0311039 | val_loss: 0.0311703 | Time: 3044.02 ms [2021-11-29 08:41:11 main:574] : INFO : Epoch 1547 | loss: 0.0311057 | val_loss: 0.0311733 | Time: 3146.16 ms [2021-11-29 08:41:13 main:574] : INFO : Epoch 1548 | loss: 0.0311012 | val_loss: 0.0311702 | Time: 1547.81 ms [2021-11-29 08:41:18 main:574] : INFO : Epoch 1549 | loss: 0.031101 | val_loss: 0.031166 | Time: 5779.38 ms [2021-11-29 08:41:20 main:574] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.0311764 | Time: 1898.3 ms [2021-11-29 08:41:22 main:574] : INFO : Epoch 1551 | loss: 0.0310979 | val_loss: 0.0311742 | Time: 1400.99 ms [2021-11-29 08:41:24 main:574] : INFO : Epoch 1552 | loss: 0.031098 | val_loss: 0.0311833 | Time: 2792.33 ms [2021-11-29 08:41:27 main:574] : INFO : Epoch 1553 | loss: 0.0310992 | val_loss: 0.0311812 | Time: 2390.31 ms [2021-11-29 08:41:31 main:574] : INFO : Epoch 1554 | loss: 0.0311043 | val_loss: 0.0311787 | Time: 4096.64 ms [2021-11-29 08:41:35 main:574] : INFO : Epoch 1555 | loss: 0.0311019 | val_loss: 0.0311766 | Time: 3552.27 ms [2021-11-29 08:41:37 main:574] : INFO : Epoch 1556 | loss: 0.0311017 | val_loss: 0.031185 | Time: 2700.02 ms [2021-11-29 08:41:39 main:574] : INFO : Epoch 1557 | loss: 0.031098 | val_loss: 0.0311809 | Time: 1651.39 ms [2021-11-29 08:41:42 main:574] : INFO : Epoch 1558 | loss: 0.031094 | val_loss: 0.0311797 | Time: 1674.22 ms [2021-11-29 08:41:46 main:574] : INFO : Epoch 1559 | loss: 0.0310977 | val_loss: 0.0311781 | Time: 1623.35 ms [2021-11-29 08:41:48 main:574] : INFO : Epoch 1560 | loss: 0.0310977 | val_loss: 0.0311726 | Time: 1489.86 ms [2021-11-29 08:41:50 main:574] : INFO : Epoch 1561 | loss: 0.0310968 | val_loss: 0.0311758 | Time: 1924.83 ms [2021-11-29 08:41:52 main:574] : INFO : Epoch 1562 | loss: 0.031099 | val_loss: 0.031175 | Time: 2629.03 ms [2021-11-29 08:41:57 main:574] : INFO : Epoch 1563 | loss: 0.0311026 | val_loss: 0.0311841 | Time: 4259.32 ms [2021-11-29 08:41:59 main:574] : INFO : Epoch 1564 | loss: 0.0310975 | val_loss: 0.0311755 | Time: 1969.62 ms [2021-11-29 08:42:00 main:574] : INFO : Epoch 1565 | loss: 0.0310953 | val_loss: 0.0311832 | Time: 1448.74 ms [2021-11-29 08:42:03 main:574] : INFO : Epoch 1566 | loss: 0.0310974 | val_loss: 0.0311692 | Time: 2664.55 ms [2021-11-29 08:42:05 main:574] : INFO : Epoch 1567 | loss: 0.0310953 | val_loss: 0.0311729 | Time: 1949.68 ms [2021-11-29 08:42:08 main:574] : INFO : Epoch 1568 | loss: 0.0310965 | val_loss: 0.0311799 | Time: 3500.97 ms [2021-11-29 08:42:10 main:574] : INFO : Epoch 1569 | loss: 0.0310977 | val_loss: 0.0311824 | Time: 1738.54 ms [2021-11-29 08:42:12 main:574] : INFO : Epoch 1570 | loss: 0.0310932 | val_loss: 0.0311889 | Time: 1567.27 ms [2021-11-29 08:42:14 main:574] : INFO : Epoch 1571 | loss: 0.0311012 | val_loss: 0.0311748 | Time: 1813.97 ms [2021-11-29 08:42:16 main:574] : INFO : Epoch 1572 | loss: 0.0310994 | val_loss: 0.0311809 | Time: 2431.05 ms [2021-11-29 08:42:18 main:574] : INFO : Epoch 1573 | loss: 0.0310967 | val_loss: 0.0311721 | Time: 1740.51 ms [2021-11-29 08:42:20 main:574] : INFO : Epoch 1574 | loss: 0.0310963 | val_loss: 0.0311742 | Time: 1407.16 ms [2021-11-29 08:42:23 main:574] : INFO : Epoch 1575 | loss: 0.0310982 | val_loss: 0.0311819 | Time: 3078.11 ms [2021-11-29 08:42:25 main:574] : INFO : Epoch 1576 | loss: 0.0310978 | val_loss: 0.0311811 | Time: 1816.37 ms [2021-11-29 08:42:28 main:574] : INFO : Epoch 1577 | loss: 0.0310992 | val_loss: 0.0311818 | Time: 3013.51 ms [2021-11-29 08:42:32 main:574] : INFO : Epoch 1578 | loss: 0.031099 | val_loss: 0.0311769 | Time: 1652.39 ms [2021-11-29 08:42:36 main:574] : INFO : Epoch 1579 | loss: 0.031098 | val_loss: 0.0311715 | Time: 1612.5 ms [2021-11-29 08:42:39 main:574] : INFO : Epoch 1580 | loss: 0.031097 | val_loss: 0.031175 | Time: 2253.47 ms [2021-11-29 08:42:41 main:574] : INFO : Epoch 1581 | loss: 0.0311015 | val_loss: 0.0311751 | Time: 2279.39 ms [2021-11-29 08:42:43 main:574] : INFO : Epoch 1582 | loss: 0.0310984 | val_loss: 0.0311735 | Time: 1760.73 ms [2021-11-29 08:42:45 main:574] : INFO : Epoch 1583 | loss: 0.0310977 | val_loss: 0.0311751 | Time: 1779.23 ms [2021-11-29 08:42:46 main:574] : INFO : Epoch 1584 | loss: 0.0310996 | val_loss: 0.0311829 | Time: 1868.12 ms [2021-11-29 08:42:48 main:574] : INFO : Epoch 1585 | loss: 0.0310992 | val_loss: 0.0311765 | Time: 1658.49 ms [2021-11-29 08:42:53 main:574] : INFO : Epoch 1586 | loss: 0.0310955 | val_loss: 0.0311781 | Time: 4834.78 ms [2021-11-29 08:42:54 main:574] : INFO : Epoch 1587 | loss: 0.0310955 | val_loss: 0.0311694 | Time: 1465.57 ms [2021-11-29 08:42:56 main:574] : INFO : Epoch 1588 | loss: 0.0311023 | val_loss: 0.0311753 | Time: 1940.66 ms [2021-11-29 08:42:58 main:574] : INFO : Epoch 1589 | loss: 0.031099 | val_loss: 0.031175 | Time: 1702.86 ms [2021-11-29 08:43:02 main:574] : INFO : Epoch 1590 | loss: 0.0310981 | val_loss: 0.0311739 | Time: 4191.39 ms [2021-11-29 08:43:04 main:574] : INFO : Epoch 1591 | loss: 0.0310947 | val_loss: 0.0311791 | Time: 1445.9 ms [2021-11-29 08:43:05 main:574] : INFO : Epoch 1592 | loss: 0.0310927 | val_loss: 0.0311864 | Time: 1689.31 ms [2021-11-29 08:43:11 main:574] : INFO : Epoch 1593 | loss: 0.031093 | val_loss: 0.0311826 | Time: 3989.29 ms [2021-11-29 08:43:14 main:574] : INFO : Epoch 1594 | loss: 0.0310969 | val_loss: 0.0311729 | Time: 2984.58 ms [2021-11-29 08:43:17 main:574] : INFO : Epoch 1595 | loss: 0.0310989 | val_loss: 0.0311754 | Time: 3126.17 ms [2021-11-29 08:43:20 main:574] : INFO : Epoch 1596 | loss: 0.0310998 | val_loss: 0.0311762 | Time: 2764.6 ms [2021-11-29 08:43:22 main:574] : INFO : Epoch 1597 | loss: 0.0311003 | val_loss: 0.0311763 | Time: 2675.45 ms [2021-11-29 08:43:24 main:574] : INFO : Epoch 1598 | loss: 0.0310991 | val_loss: 0.0311805 | Time: 2225.43 ms [2021-11-29 08:43:27 main:574] : INFO : Epoch 1599 | loss: 0.0311019 | val_loss: 0.0311755 | Time: 2747.27 ms [2021-11-29 08:43:29 main:574] : INFO : Epoch 1600 | loss: 0.0310973 | val_loss: 0.0311771 | Time: 1436.46 ms [2021-11-29 08:43:31 main:574] : INFO : Epoch 1601 | loss: 0.0310955 | val_loss: 0.0311768 | Time: 1895.77 ms [2021-11-29 08:43:32 main:574] : INFO : Epoch 1602 | loss: 0.0310966 | val_loss: 0.0311898 | Time: 1745.93 ms [2021-11-29 08:43:35 main:574] : INFO : Epoch 1603 | loss: 0.0310984 | val_loss: 0.0311804 | Time: 2796.28 ms [2021-11-29 08:43:38 main:574] : INFO : Epoch 1604 | loss: 0.0310976 | val_loss: 0.0311789 | Time: 2402.84 ms [2021-11-29 08:43:39 main:574] : INFO : Epoch 1605 | loss: 0.0310959 | val_loss: 0.031175 | Time: 1398.86 ms [2021-11-29 08:43:41 main:574] : INFO : Epoch 1606 | loss: 0.0310918 | val_loss: 0.0311773 | Time: 2010.48 ms [2021-11-29 08:43:44 main:574] : INFO : Epoch 1607 | loss: 0.0310901 | val_loss: 0.0311854 | Time: 2780.01 ms [2021-11-29 08:43:46 main:574] : INFO : Epoch 1608 | loss: 0.0310891 | val_loss: 0.031182 | Time: 2344.05 ms [2021-11-29 08:43:48 main:574] : INFO : Epoch 1609 | loss: 0.0310908 | val_loss: 0.0311781 | Time: 1532.12 ms [2021-11-29 08:43:51 main:574] : INFO : Epoch 1610 | loss: 0.0310968 | val_loss: 0.0311805 | Time: 2836.84 ms [2021-11-29 08:43:55 main:574] : INFO : Epoch 1611 | loss: 0.0310928 | val_loss: 0.0311918 | Time: 3805.08 ms [2021-11-29 08:43:57 main:574] : INFO : Epoch 1612 | loss: 0.0310909 | val_loss: 0.0311751 | Time: 1989.87 ms [2021-11-29 08:44:00 main:574] : INFO : Epoch 1613 | loss: 0.0310934 | val_loss: 0.0311839 | Time: 2701.61 ms [2021-11-29 08:44:01 main:574] : INFO : Epoch 1614 | loss: 0.0310908 | val_loss: 0.0311892 | Time: 1434.9 ms [2021-11-29 08:44:05 main:574] : INFO : Epoch 1615 | loss: 0.0310914 | val_loss: 0.031174 | Time: 3711.7 ms [2021-11-29 08:44:07 main:574] : INFO : Epoch 1616 | loss: 0.0311054 | val_loss: 0.0311904 | Time: 1676.96 ms [2021-11-29 08:44:11 main:574] : INFO : Epoch 1617 | loss: 0.0310997 | val_loss: 0.0311779 | Time: 4217.91 ms [2021-11-29 08:44:14 main:574] : INFO : Epoch 1618 | loss: 0.031096 | val_loss: 0.0311753 | Time: 2640.56 ms [2021-11-29 08:44:16 main:574] : INFO : Epoch 1619 | loss: 0.031091 | val_loss: 0.0311846 | Time: 2704.34 ms [2021-11-29 08:44:18 main:574] : INFO : Epoch 1620 | loss: 0.0310921 | val_loss: 0.0311767 | Time: 1528.02 ms [2021-11-29 08:44:22 main:574] : INFO : Epoch 1621 | loss: 0.0310885 | val_loss: 0.031183 | Time: 2628.86 ms [2021-11-29 08:44:24 main:574] : INFO : Epoch 1622 | loss: 0.0310885 | val_loss: 0.0311817 | Time: 2483.74 ms [2021-11-29 08:44:26 main:574] : INFO : Epoch 1623 | loss: 0.031088 | val_loss: 0.0311813 | Time: 1963.76 ms [2021-11-29 08:44:28 main:574] : INFO : Epoch 1624 | loss: 0.031089 | val_loss: 0.0311783 | Time: 1492.95 ms [2021-11-29 08:44:32 main:574] : INFO : Epoch 1625 | loss: 0.0310858 | val_loss: 0.0311955 | Time: 4434.68 ms [2021-11-29 08:44:34 main:574] : INFO : Epoch 1626 | loss: 0.0310873 | val_loss: 0.0311871 | Time: 1889.11 ms [2021-11-29 08:44:36 main:574] : INFO : Epoch 1627 | loss: 0.0310982 | val_loss: 0.0311701 | Time: 2522.27 ms [2021-11-29 08:44:41 main:574] : INFO : Epoch 1628 | loss: 0.0310997 | val_loss: 0.0311778 | Time: 4730.82 ms [2021-11-29 08:44:45 main:574] : INFO : Epoch 1629 | loss: 0.0310933 | val_loss: 0.0311832 | Time: 3840.89 ms [2021-11-29 08:44:47 main:574] : INFO : Epoch 1630 | loss: 0.0310946 | val_loss: 0.0311846 | Time: 2193.95 ms [2021-11-29 08:44:49 main:574] : INFO : Epoch 1631 | loss: 0.0310946 | val_loss: 0.0311751 | Time: 1842.82 ms [2021-11-29 08:44:51 main:574] : INFO : Epoch 1632 | loss: 0.0310967 | val_loss: 0.0311795 | Time: 1938.39 ms [2021-11-29 08:44:53 main:574] : INFO : Epoch 1633 | loss: 0.0310943 | val_loss: 0.0311781 | Time: 1595.6 ms [2021-11-29 08:44:55 main:574] : INFO : Epoch 1634 | loss: 0.0310904 | val_loss: 0.0311861 | Time: 1609.66 ms [2021-11-29 08:44:56 main:574] : INFO : Epoch 1635 | loss: 0.031088 | val_loss: 0.0311802 | Time: 1738.43 ms [2021-11-29 08:45:00 main:574] : INFO : Epoch 1636 | loss: 0.031096 | val_loss: 0.0311786 | Time: 1835.74 ms [2021-11-29 08:45:02 main:574] : INFO : Epoch 1637 | loss: 0.0310991 | val_loss: 0.0311772 | Time: 2845.08 ms [2021-11-29 08:45:05 main:574] : INFO : Epoch 1638 | loss: 0.0310962 | val_loss: 0.0311777 | Time: 2936.19 ms [2021-11-29 08:45:09 main:574] : INFO : Epoch 1639 | loss: 0.0310955 | val_loss: 0.0311781 | Time: 3222.71 ms [2021-11-29 08:45:10 main:574] : INFO : Epoch 1640 | loss: 0.0310926 | val_loss: 0.0311758 | Time: 1680.82 ms [2021-11-29 08:45:12 main:574] : INFO : Epoch 1641 | loss: 0.0310863 | val_loss: 0.031184 | Time: 1488.79 ms [2021-11-29 08:45:14 main:574] : INFO : Epoch 1642 | loss: 0.03109 | val_loss: 0.0311715 | Time: 1807.97 ms [2021-11-29 08:45:15 main:574] : INFO : Epoch 1643 | loss: 0.0310907 | val_loss: 0.0311771 | Time: 1801.44 ms [2021-11-29 08:45:18 main:574] : INFO : Epoch 1644 | loss: 0.0310951 | val_loss: 0.0311763 | Time: 2292.31 ms [2021-11-29 08:45:20 main:574] : INFO : Epoch 1645 | loss: 0.0311059 | val_loss: 0.0311799 | Time: 2635.62 ms [2021-11-29 08:45:22 main:574] : INFO : Epoch 1646 | loss: 0.0310995 | val_loss: 0.0311753 | Time: 2087.4 ms [2021-11-29 08:45:24 main:574] : INFO : Epoch 1647 | loss: 0.031092 | val_loss: 0.031183 | Time: 1543.12 ms [2021-11-29 08:45:26 main:574] : INFO : Epoch 1648 | loss: 0.0310873 | val_loss: 0.031189 | Time: 2053.06 ms [2021-11-29 08:45:29 main:574] : INFO : Epoch 1649 | loss: 0.0310836 | val_loss: 0.0311858 | Time: 2475.78 ms [2021-11-29 08:45:31 main:574] : INFO : Epoch 1650 | loss: 0.0310839 | val_loss: 0.0311851 | Time: 2856.32 ms [2021-11-29 08:45:34 main:574] : INFO : Epoch 1651 | loss: 0.0310802 | val_loss: 0.031181 | Time: 2765.51 ms [2021-11-29 08:45:44 main:574] : INFO : Epoch 1652 | loss: 0.0310829 | val_loss: 0.0311828 | Time: 9417.86 ms [2021-11-29 08:45:45 main:574] : INFO : Epoch 1653 | loss: 0.0310839 | val_loss: 0.0311875 | Time: 1672.2 ms [2021-11-29 08:45:48 main:574] : INFO : Epoch 1654 | loss: 0.0310822 | val_loss: 0.0311781 | Time: 1569.31 ms [2021-11-29 08:45:53 main:574] : INFO : Epoch 1655 | loss: 0.0310843 | val_loss: 0.0311865 | Time: 5338.02 ms [2021-11-29 08:45:55 main:574] : INFO : Epoch 1656 | loss: 0.0310884 | val_loss: 0.031178 | Time: 1617.73 ms [2021-11-29 08:46:00 main:574] : INFO : Epoch 1657 | loss: 0.0310913 | val_loss: 0.031181 | Time: 5041.5 ms [2021-11-29 08:46:02 main:574] : INFO : Epoch 1658 | loss: 0.0310976 | val_loss: 0.031179 | Time: 2574.93 ms [2021-11-29 08:46:04 main:574] : INFO : Epoch 1659 | loss: 0.0310881 | val_loss: 0.0311765 | Time: 1874.99 ms [2021-11-29 08:46:06 main:574] : INFO : Epoch 1660 | loss: 0.0310917 | val_loss: 0.0311921 | Time: 1663.9 ms [2021-11-29 08:46:10 main:574] : INFO : Epoch 1661 | loss: 0.0310895 | val_loss: 0.0311841 | Time: 3793.81 ms [2021-11-29 08:46:11 main:574] : INFO : Epoch 1662 | loss: 0.0310845 | val_loss: 0.031186 | Time: 1610.35 ms [2021-11-29 08:46:13 main:574] : INFO : Epoch 1663 | loss: 0.0310897 | val_loss: 0.031182 | Time: 1626.81 ms [2021-11-29 08:46:16 main:574] : INFO : Epoch 1664 | loss: 0.0310914 | val_loss: 0.0311804 | Time: 1651.06 ms [2021-11-29 08:46:21 main:574] : INFO : Epoch 1665 | loss: 0.0310878 | val_loss: 0.0311864 | Time: 4329.54 ms [2021-11-29 08:46:22 main:574] : INFO : Epoch 1666 | loss: 0.0310821 | val_loss: 0.0311877 | Time: 1774.8 ms [2021-11-29 08:46:24 main:574] : INFO : Epoch 1667 | loss: 0.0310843 | val_loss: 0.0311784 | Time: 1525.18 ms [2021-11-29 08:46:27 main:574] : INFO : Epoch 1668 | loss: 0.0310947 | val_loss: 0.0311813 | Time: 2583.45 ms [2021-11-29 08:46:30 main:574] : INFO : Epoch 1669 | loss: 0.0310992 | val_loss: 0.0311721 | Time: 3109.63 ms [2021-11-29 08:46:33 main:574] : INFO : Epoch 1670 | loss: 0.0310987 | val_loss: 0.0311825 | Time: 3097.18 ms [2021-11-29 08:46:35 main:574] : INFO : Epoch 1671 | loss: 0.0310962 | val_loss: 0.0311739 | Time: 2581.02 ms [2021-11-29 08:46:37 main:574] : INFO : Epoch 1672 | loss: 0.0310921 | val_loss: 0.0311739 | Time: 1448.18 ms [2021-11-29 08:46:38 main:574] : INFO : Epoch 1673 | loss: 0.0310923 | val_loss: 0.0311804 | Time: 1598.03 ms [2021-11-29 08:46:41 main:574] : INFO : Epoch 1674 | loss: 0.031088 | val_loss: 0.0311852 | Time: 2771.2 ms [2021-11-29 08:46:45 main:574] : INFO : Epoch 1675 | loss: 0.0310899 | val_loss: 0.0311777 | Time: 2417.53 ms [2021-11-29 08:46:46 main:574] : INFO : Epoch 1676 | loss: 0.0310937 | val_loss: 0.0311768 | Time: 1418.48 ms [2021-11-29 08:46:49 main:574] : INFO : Epoch 1677 | loss: 0.0311006 | val_loss: 0.0311727 | Time: 2788.95 ms [2021-11-29 08:46:51 main:574] : INFO : Epoch 1678 | loss: 0.0310948 | val_loss: 0.0311841 | Time: 2034.97 ms [2021-11-29 08:46:55 main:574] : INFO : Epoch 1679 | loss: 0.0310899 | val_loss: 0.0311812 | Time: 4455.49 ms [2021-11-29 08:46:58 main:574] : INFO : Epoch 1680 | loss: 0.0310915 | val_loss: 0.0311736 | Time: 1425.06 ms [2021-11-29 08:47:00 main:574] : INFO : Epoch 1681 | loss: 0.0310929 | val_loss: 0.0311758 | Time: 1889.67 ms [2021-11-29 08:47:03 main:574] : INFO : Epoch 1682 | loss: 0.0310928 | val_loss: 0.0311815 | Time: 2621.95 ms [2021-11-29 08:47:05 main:574] : INFO : Epoch 1683 | loss: 0.0310899 | val_loss: 0.031173 | Time: 1969.51 ms [2021-11-29 08:47:06 main:574] : INFO : Epoch 1684 | loss: 0.0310974 | val_loss: 0.0311874 | Time: 1675.3 ms [2021-11-29 08:47:11 main:574] : INFO : Epoch 1685 | loss: 0.0310968 | val_loss: 0.031177 | Time: 4647.29 ms [2021-11-29 08:47:13 main:574] : INFO : Epoch 1686 | loss: 0.0310901 | val_loss: 0.0311731 | Time: 1628.19 ms [2021-11-29 08:47:14 main:574] : INFO : Epoch 1687 | loss: 0.0310876 | val_loss: 0.0312023 | Time: 1818.72 ms [2021-11-29 08:47:16 main:574] : INFO : Epoch 1688 | loss: 0.0310888 | val_loss: 0.0311767 | Time: 1962.63 ms [2021-11-29 08:47:18 main:574] : INFO : Epoch 1689 | loss: 0.0310869 | val_loss: 0.0311805 | Time: 1615.86 ms [2021-11-29 08:47:21 main:574] : INFO : Epoch 1690 | loss: 0.0310904 | val_loss: 0.0311809 | Time: 3201.81 ms [2021-11-29 08:47:23 main:574] : INFO : Epoch 1691 | loss: 0.0310977 | val_loss: 0.031175 | Time: 1424.68 ms [2021-11-29 08:47:25 main:574] : INFO : Epoch 1692 | loss: 0.0310889 | val_loss: 0.0311841 | Time: 2028.33 ms [2021-11-29 08:47:28 main:574] : INFO : Epoch 1693 | loss: 0.0310906 | val_loss: 0.0311791 | Time: 2991.88 ms [2021-11-29 08:47:30 main:574] : INFO : Epoch 1694 | loss: 0.0310882 | val_loss: 0.0311852 | Time: 2578.65 ms [2021-11-29 08:47:32 main:574] : INFO : Epoch 1695 | loss: 0.0310912 | val_loss: 0.0311743 | Time: 1682.95 ms [2021-11-29 08:47:34 main:574] : INFO : Epoch 1696 | loss: 0.0310889 | val_loss: 0.0311799 | Time: 1644.41 ms [2021-11-29 08:47:36 main:574] : INFO : Epoch 1697 | loss: 0.0310902 | val_loss: 0.0311807 | Time: 1706.3 ms [2021-11-29 08:47:38 main:574] : INFO : Epoch 1698 | loss: 0.0310915 | val_loss: 0.0311781 | Time: 2335.67 ms [2021-11-29 08:47:41 main:574] : INFO : Epoch 1699 | loss: 0.0310948 | val_loss: 0.0311871 | Time: 2230.1 ms [2021-11-29 08:47:42 main:574] : INFO : Epoch 1700 | loss: 0.0310896 | val_loss: 0.0311721 | Time: 1755.53 ms [2021-11-29 08:47:44 main:574] : INFO : Epoch 1701 | loss: 0.0310864 | val_loss: 0.0311927 | Time: 1618.36 ms [2021-11-29 08:47:51 main:574] : INFO : Epoch 1702 | loss: 0.0310825 | val_loss: 0.0311851 | Time: 4164.22 ms [2021-11-29 08:47:52 main:574] : INFO : Epoch 1703 | loss: 0.031082 | val_loss: 0.0311869 | Time: 1645.23 ms [2021-11-29 08:47:56 main:574] : INFO : Epoch 1704 | loss: 0.0310776 | val_loss: 0.0311909 | Time: 1632.09 ms [2021-11-29 08:47:59 main:574] : INFO : Epoch 1705 | loss: 0.0310789 | val_loss: 0.0311909 | Time: 2579.05 ms [2021-11-29 08:48:01 main:574] : INFO : Epoch 1706 | loss: 0.0310846 | val_loss: 0.0311796 | Time: 1712.29 ms [2021-11-29 08:48:05 main:574] : INFO : Epoch 1707 | loss: 0.0310858 | val_loss: 0.0311828 | Time: 4239.82 ms [2021-11-29 08:48:07 main:574] : INFO : Epoch 1708 | loss: 0.0310841 | val_loss: 0.0311839 | Time: 1774.89 ms [2021-11-29 08:48:10 main:574] : INFO : Epoch 1709 | loss: 0.0310839 | val_loss: 0.0311875 | Time: 1609.7 ms [2021-11-29 08:48:13 main:574] : INFO : Epoch 1710 | loss: 0.0310818 | val_loss: 0.0311839 | Time: 2503.93 ms [2021-11-29 08:48:15 main:574] : INFO : Epoch 1711 | loss: 0.0310847 | val_loss: 0.0311921 | Time: 1426.81 ms [2021-11-29 08:48:18 main:574] : INFO : Epoch 1712 | loss: 0.0310815 | val_loss: 0.0311787 | Time: 2750.12 ms [2021-11-29 08:48:20 main:574] : INFO : Epoch 1713 | loss: 0.0310819 | val_loss: 0.0312039 | Time: 2081.59 ms [2021-11-29 08:48:22 main:574] : INFO : Epoch 1714 | loss: 0.031079 | val_loss: 0.0311874 | Time: 2017.25 ms [2021-11-29 08:48:23 main:574] : INFO : Epoch 1715 | loss: 0.0310803 | val_loss: 0.0311859 | Time: 1426.19 ms [2021-11-29 08:48:25 main:574] : INFO : Epoch 1716 | loss: 0.0310772 | val_loss: 0.0311895 | Time: 1911.56 ms [2021-11-29 08:48:27 main:574] : INFO : Epoch 1717 | loss: 0.0310773 | val_loss: 0.0311917 | Time: 1870.02 ms [2021-11-29 08:48:30 main:574] : INFO : Epoch 1718 | loss: 0.031081 | val_loss: 0.0311877 | Time: 2740.47 ms [2021-11-29 08:48:34 main:574] : INFO : Epoch 1719 | loss: 0.0310818 | val_loss: 0.0312112 | Time: 4313.5 ms [2021-11-29 08:48:36 main:574] : INFO : Epoch 1720 | loss: 0.0310802 | val_loss: 0.0311852 | Time: 1996.02 ms [2021-11-29 08:48:38 main:574] : INFO : Epoch 1721 | loss: 0.0310777 | val_loss: 0.0311861 | Time: 1485.33 ms [2021-11-29 08:48:40 main:574] : INFO : Epoch 1722 | loss: 0.0310849 | val_loss: 0.0311796 | Time: 1957.62 ms [2021-11-29 08:48:42 main:574] : INFO : Epoch 1723 | loss: 0.0310873 | val_loss: 0.0311906 | Time: 2587.59 ms [2021-11-29 08:48:44 main:574] : INFO : Epoch 1724 | loss: 0.031088 | val_loss: 0.0311822 | Time: 1877.62 ms [2021-11-29 08:48:48 main:574] : INFO : Epoch 1725 | loss: 0.0310917 | val_loss: 0.0311941 | Time: 4442.19 ms [2021-11-29 08:48:50 main:574] : INFO : Epoch 1726 | loss: 0.0310866 | val_loss: 0.0311931 | Time: 1654.02 ms [2021-11-29 08:48:52 main:574] : INFO : Epoch 1727 | loss: 0.0310869 | val_loss: 0.031193 | Time: 1685.89 ms [2021-11-29 08:48:54 main:574] : INFO : Epoch 1728 | loss: 0.0310872 | val_loss: 0.0311889 | Time: 2401.78 ms [2021-11-29 08:48:57 main:574] : INFO : Epoch 1729 | loss: 0.0310809 | val_loss: 0.031184 | Time: 2674.44 ms [2021-11-29 08:48:59 main:574] : INFO : Epoch 1730 | loss: 0.0310928 | val_loss: 0.0311796 | Time: 2073.89 ms [2021-11-29 08:49:01 main:574] : INFO : Epoch 1731 | loss: 0.0310993 | val_loss: 0.0311811 | Time: 1617.76 ms [2021-11-29 08:49:03 main:574] : INFO : Epoch 1732 | loss: 0.0310934 | val_loss: 0.0311879 | Time: 1644.8 ms [2021-11-29 08:49:05 main:574] : INFO : Epoch 1733 | loss: 0.0310922 | val_loss: 0.0311813 | Time: 2049.8 ms [2021-11-29 08:49:08 main:574] : INFO : Epoch 1734 | loss: 0.031095 | val_loss: 0.0311813 | Time: 2546.2 ms [2021-11-29 08:49:11 main:574] : INFO : Epoch 1735 | loss: 0.0310891 | val_loss: 0.0311797 | Time: 2815.62 ms [2021-11-29 08:49:13 main:574] : INFO : Epoch 1736 | loss: 0.0310877 | val_loss: 0.0311799 | Time: 2140.58 ms [2021-11-29 08:49:16 main:574] : INFO : Epoch 1737 | loss: 0.0310874 | val_loss: 0.0311796 | Time: 2764.49 ms [2021-11-29 08:49:18 main:574] : INFO : Epoch 1738 | loss: 0.0310842 | val_loss: 0.0311829 | Time: 2656.62 ms [2021-11-29 08:49:20 main:574] : INFO : Epoch 1739 | loss: 0.0310844 | val_loss: 0.031187 | Time: 1947.41 ms [2021-11-29 08:49:22 main:574] : INFO : Epoch 1740 | loss: 0.0310804 | val_loss: 0.0311851 | Time: 1866.8 ms [2021-11-29 08:49:24 main:574] : INFO : Epoch 1741 | loss: 0.031078 | val_loss: 0.0311921 | Time: 1893.77 ms [2021-11-29 08:49:27 main:574] : INFO : Epoch 1742 | loss: 0.0310816 | val_loss: 0.0311828 | Time: 2635.88 ms [2021-11-29 08:49:30 main:574] : INFO : Epoch 1743 | loss: 0.0310877 | val_loss: 0.0311881 | Time: 3192.05 ms [2021-11-29 08:49:32 main:574] : INFO : Epoch 1744 | loss: 0.0310852 | val_loss: 0.031182 | Time: 1856.25 ms [2021-11-29 08:49:35 main:574] : INFO : Epoch 1745 | loss: 0.0310865 | val_loss: 0.0311792 | Time: 2953.41 ms [2021-11-29 08:49:37 main:574] : INFO : Epoch 1746 | loss: 0.0310909 | val_loss: 0.031182 | Time: 2839.82 ms [2021-11-29 08:49:39 main:574] : INFO : Epoch 1747 | loss: 0.0310902 | val_loss: 0.0311763 | Time: 1751.22 ms [2021-11-29 08:49:46 main:574] : INFO : Epoch 1748 | loss: 0.0310832 | val_loss: 0.0311886 | Time: 6439.29 ms [2021-11-29 08:49:49 main:574] : INFO : Epoch 1749 | loss: 0.0310778 | val_loss: 0.0311853 | Time: 2671.66 ms [2021-11-29 08:49:50 main:574] : INFO : Epoch 1750 | loss: 0.0310803 | val_loss: 0.0311816 | Time: 1537.66 ms [2021-11-29 08:49:52 main:574] : INFO : Epoch 1751 | loss: 0.0310799 | val_loss: 0.0311822 | Time: 2088.21 ms [2021-11-29 08:49:55 main:574] : INFO : Epoch 1752 | loss: 0.0310796 | val_loss: 0.0311866 | Time: 2451.02 ms [2021-11-29 08:49:57 main:574] : INFO : Epoch 1753 | loss: 0.0310793 | val_loss: 0.0312022 | Time: 2543.02 ms [2021-11-29 08:49:59 main:574] : INFO : Epoch 1754 | loss: 0.0310772 | val_loss: 0.0311875 | Time: 1829.85 ms [2021-11-29 08:50:02 main:574] : INFO : Epoch 1755 | loss: 0.0310871 | val_loss: 0.0311943 | Time: 2368.77 ms [2021-11-29 08:50:05 main:574] : INFO : Epoch 1756 | loss: 0.0310912 | val_loss: 0.03118 | Time: 3071.43 ms [2021-11-29 08:50:06 main:574] : INFO : Epoch 1757 | loss: 0.0310871 | val_loss: 0.0311925 | Time: 1480.31 ms [2021-11-29 08:50:08 main:574] : INFO : Epoch 1758 | loss: 0.0310826 | val_loss: 0.0311759 | Time: 1591.37 ms [2021-11-29 08:50:11 main:574] : INFO : Epoch 1759 | loss: 0.0310783 | val_loss: 0.0311917 | Time: 2757.46 ms [2021-11-29 08:50:13 main:574] : INFO : Epoch 1760 | loss: 0.0310813 | val_loss: 0.0311881 | Time: 2919.63 ms [2021-11-29 08:50:17 main:574] : INFO : Epoch 1761 | loss: 0.0310892 | val_loss: 0.0311733 | Time: 3894.37 ms [2021-11-29 08:50:22 main:574] : INFO : Epoch 1762 | loss: 0.0310831 | val_loss: 0.0311874 | Time: 4715.53 ms [2021-11-29 08:50:24 main:574] : INFO : Epoch 1763 | loss: 0.0310814 | val_loss: 0.031185 | Time: 1893.19 ms [2021-11-29 08:50:26 main:574] : INFO : Epoch 1764 | loss: 0.0310818 | val_loss: 0.0311871 | Time: 1664.47 ms [2021-11-29 08:50:28 main:574] : INFO : Epoch 1765 | loss: 0.0310878 | val_loss: 0.0311839 | Time: 1426.79 ms [2021-11-29 08:50:30 main:574] : INFO : Epoch 1766 | loss: 0.0310954 | val_loss: 0.0311848 | Time: 2062.29 ms [2021-11-29 08:50:31 main:574] : INFO : Epoch 1767 | loss: 0.0310925 | val_loss: 0.031182 | Time: 1682.67 ms [2021-11-29 08:50:37 main:574] : INFO : Epoch 1768 | loss: 0.0310852 | val_loss: 0.0311858 | Time: 2772.39 ms [2021-11-29 08:50:39 main:574] : INFO : Epoch 1769 | loss: 0.031081 | val_loss: 0.0311893 | Time: 1874.36 ms [2021-11-29 08:50:41 main:574] : INFO : Epoch 1770 | loss: 0.0310827 | val_loss: 0.0311846 | Time: 2289.71 ms [2021-11-29 08:50:43 main:574] : INFO : Epoch 1771 | loss: 0.0310774 | val_loss: 0.031191 | Time: 1968.78 ms [2021-11-29 08:50:44 main:574] : INFO : Epoch 1772 | loss: 0.031077 | val_loss: 0.0311953 | Time: 1522.99 ms [2021-11-29 08:50:47 main:574] : INFO : Epoch 1773 | loss: 0.0310803 | val_loss: 0.0311872 | Time: 2871.37 ms [2021-11-29 08:50:49 main:574] : INFO : Epoch 1774 | loss: 0.0310802 | val_loss: 0.0311802 | Time: 2017.34 ms [2021-11-29 08:50:52 main:574] : INFO : Epoch 1775 | loss: 0.0310764 | val_loss: 0.0311816 | Time: 3113.65 ms [2021-11-29 08:50:59 main:574] : INFO : Epoch 1776 | loss: 0.0310786 | val_loss: 0.0311891 | Time: 6276.32 ms [2021-11-29 08:51:01 main:574] : INFO : Epoch 1777 | loss: 0.0310727 | val_loss: 0.0311931 | Time: 2458.85 ms [2021-11-29 08:51:03 main:574] : INFO : Epoch 1778 | loss: 0.0311125 | val_loss: 0.0311729 | Time: 1407.7 ms [2021-11-29 08:51:05 main:574] : INFO : Epoch 1779 | loss: 0.0311403 | val_loss: 0.0311677 | Time: 1948.87 ms [2021-11-29 08:51:07 main:574] : INFO : Epoch 1780 | loss: 0.0311313 | val_loss: 0.0311695 | Time: 2592.3 ms [2021-11-29 08:51:14 main:574] : INFO : Epoch 1781 | loss: 0.0311212 | val_loss: 0.0311701 | Time: 6849.42 ms [2021-11-29 08:51:16 main:574] : INFO : Epoch 1782 | loss: 0.0311111 | val_loss: 0.03117 | Time: 1970.44 ms [2021-11-29 08:51:18 main:574] : INFO : Epoch 1783 | loss: 0.0311034 | val_loss: 0.031173 | Time: 1688.16 ms [2021-11-29 08:51:22 main:574] : INFO : Epoch 1784 | loss: 0.0310998 | val_loss: 0.0311757 | Time: 3846.85 ms [2021-11-29 08:51:24 main:574] : INFO : Epoch 1785 | loss: 0.0310951 | val_loss: 0.0311708 | Time: 1715.51 ms [2021-11-29 08:51:27 main:574] : INFO : Epoch 1786 | loss: 0.0310924 | val_loss: 0.0311787 | Time: 2763.7 ms [2021-11-29 08:51:28 main:574] : INFO : Epoch 1787 | loss: 0.0310874 | val_loss: 0.0311847 | Time: 1722.09 ms [2021-11-29 08:51:30 main:574] : INFO : Epoch 1788 | loss: 0.0310883 | val_loss: 0.0311791 | Time: 1605.72 ms [2021-11-29 08:51:32 main:574] : INFO : Epoch 1789 | loss: 0.031085 | val_loss: 0.031185 | Time: 1653.89 ms [2021-11-29 08:51:34 main:574] : INFO : Epoch 1790 | loss: 0.0310834 | val_loss: 0.0311871 | Time: 1545.88 ms [2021-11-29 08:51:38 main:574] : INFO : Epoch 1791 | loss: 0.0310866 | val_loss: 0.031175 | Time: 3967.38 ms [2021-11-29 08:51:41 main:574] : INFO : Epoch 1792 | loss: 0.0310832 | val_loss: 0.0311843 | Time: 2516.25 ms [2021-11-29 08:51:43 main:574] : INFO : Epoch 1793 | loss: 0.0310809 | val_loss: 0.0311931 | Time: 1978.19 ms [2021-11-29 08:51:47 main:574] : INFO : Epoch 1794 | loss: 0.0310776 | val_loss: 0.0311854 | Time: 3874.42 ms [2021-11-29 08:51:51 main:574] : INFO : Epoch 1795 | loss: 0.031076 | val_loss: 0.0311893 | Time: 4656.66 ms [2021-11-29 08:51:53 main:574] : INFO : Epoch 1796 | loss: 0.0310757 | val_loss: 0.0311798 | Time: 1889.14 ms [2021-11-29 08:51:55 main:574] : INFO : Epoch 1797 | loss: 0.0310775 | val_loss: 0.0311762 | Time: 1902.73 ms [2021-11-29 08:51:57 main:574] : INFO : Epoch 1798 | loss: 0.0310765 | val_loss: 0.0311887 | Time: 1815.32 ms [2021-11-29 08:51:59 main:574] : INFO : Epoch 1799 | loss: 0.0310761 | val_loss: 0.0311949 | Time: 1906.09 ms [2021-11-29 08:52:02 main:574] : INFO : Epoch 1800 | loss: 0.0310741 | val_loss: 0.0311914 | Time: 2892.55 ms [2021-11-29 08:52:03 main:574] : INFO : Epoch 1801 | loss: 0.0310736 | val_loss: 0.0311903 | Time: 1581.63 ms [2021-11-29 08:52:05 main:574] : INFO : Epoch 1802 | loss: 0.0310723 | val_loss: 0.0311886 | Time: 1810.29 ms [2021-11-29 08:52:08 main:574] : INFO : Epoch 1803 | loss: 0.0310719 | val_loss: 0.0311897 | Time: 2541.19 ms [2021-11-29 08:52:15 main:574] : INFO : Epoch 1804 | loss: 0.0310733 | val_loss: 0.0311907 | Time: 4733.5 ms [2021-11-29 08:52:24 main:574] : INFO : Epoch 1805 | loss: 0.0310728 | val_loss: 0.0312008 | Time: 8483.99 ms [2021-11-29 08:52:26 main:574] : INFO : Epoch 1806 | loss: 0.0310731 | val_loss: 0.0311947 | Time: 1886.37 ms [2021-11-29 08:52:27 main:574] : INFO : Epoch 1807 | loss: 0.0310776 | val_loss: 0.0311844 | Time: 1436.81 ms [2021-11-29 08:52:29 main:574] : INFO : Epoch 1808 | loss: 0.0310994 | val_loss: 0.0311777 | Time: 1916.03 ms [2021-11-29 08:52:31 main:574] : INFO : Epoch 1809 | loss: 0.0310974 | val_loss: 0.0311904 | Time: 2448.03 ms [2021-11-29 08:52:34 main:574] : INFO : Epoch 1810 | loss: 0.0310934 | val_loss: 0.0311806 | Time: 2872.96 ms [2021-11-29 08:52:36 main:574] : INFO : Epoch 1811 | loss: 0.0310886 | val_loss: 0.0311794 | Time: 1561.63 ms [2021-11-29 08:52:37 main:574] : INFO : Epoch 1812 | loss: 0.0310812 | val_loss: 0.031195 | Time: 1615.16 ms [2021-11-29 08:52:41 main:574] : INFO : Epoch 1813 | loss: 0.0310818 | val_loss: 0.031185 | Time: 3432.53 ms [2021-11-29 08:52:44 main:574] : INFO : Epoch 1814 | loss: 0.0310859 | val_loss: 0.0311828 | Time: 2660.54 ms [2021-11-29 08:52:45 main:574] : INFO : Epoch 1815 | loss: 0.0310849 | val_loss: 0.0311837 | Time: 1846.81 ms [2021-11-29 08:52:47 main:574] : INFO : Epoch 1816 | loss: 0.0310773 | val_loss: 0.0311886 | Time: 1407.45 ms [2021-11-29 08:52:48 main:574] : INFO : Epoch 1817 | loss: 0.0310776 | val_loss: 0.0311876 | Time: 1652.21 ms [2021-11-29 08:52:53 main:574] : INFO : Epoch 1818 | loss: 0.031076 | val_loss: 0.0311952 | Time: 4896.07 ms [2021-11-29 08:52:56 main:574] : INFO : Epoch 1819 | loss: 0.031072 | val_loss: 0.0311977 | Time: 2158.66 ms [2021-11-29 08:52:57 main:574] : INFO : Epoch 1820 | loss: 0.0310679 | val_loss: 0.0311998 | Time: 1595.97 ms [2021-11-29 08:52:59 main:574] : INFO : Epoch 1821 | loss: 0.0310723 | val_loss: 0.0312142 | Time: 1892.07 ms [2021-11-29 08:53:01 main:574] : INFO : Epoch 1822 | loss: 0.0310712 | val_loss: 0.0312011 | Time: 1882.75 ms [2021-11-29 08:53:03 main:574] : INFO : Epoch 1823 | loss: 0.0310734 | val_loss: 0.0311897 | Time: 2391.3 ms [2021-11-29 08:53:05 main:574] : INFO : Epoch 1824 | loss: 0.0310726 | val_loss: 0.0311955 | Time: 1809.54 ms [2021-11-29 08:53:08 main:574] : INFO : Epoch 1825 | loss: 0.0310781 | val_loss: 0.0311916 | Time: 2612.96 ms [2021-11-29 08:53:09 main:574] : INFO : Epoch 1826 | loss: 0.0310816 | val_loss: 0.0311909 | Time: 1422.88 ms [2021-11-29 08:53:12 main:574] : INFO : Epoch 1827 | loss: 0.0310769 | val_loss: 0.0311936 | Time: 2968.31 ms [2021-11-29 08:53:15 main:574] : INFO : Epoch 1828 | loss: 0.0310774 | val_loss: 0.0311961 | Time: 2757.43 ms [2021-11-29 08:53:17 main:574] : INFO : Epoch 1829 | loss: 0.0310881 | val_loss: 0.0312064 | Time: 1861.89 ms [2021-11-29 08:53:19 main:574] : INFO : Epoch 1830 | loss: 0.0310872 | val_loss: 0.0312038 | Time: 1642.58 ms [2021-11-29 08:53:23 main:574] : INFO : Epoch 1831 | loss: 0.0310854 | val_loss: 0.03119 | Time: 3849.22 ms [2021-11-29 08:53:25 main:574] : INFO : Epoch 1832 | loss: 0.0310786 | val_loss: 0.0311887 | Time: 1781.42 ms [2021-11-29 08:53:27 main:574] : INFO : Epoch 1833 | loss: 0.0310823 | val_loss: 0.0311842 | Time: 1611.98 ms [2021-11-29 08:53:30 main:574] : INFO : Epoch 1834 | loss: 0.0310898 | val_loss: 0.0311843 | Time: 2526.39 ms [2021-11-29 08:53:31 main:574] : INFO : Epoch 1835 | loss: 0.0310905 | val_loss: 0.0311888 | Time: 1506.64 ms [2021-11-29 08:53:33 main:574] : INFO : Epoch 1836 | loss: 0.0311106 | val_loss: 0.0311625 | Time: 1655.95 ms [2021-11-29 08:53:35 main:574] : INFO : Epoch 1837 | loss: 0.0311134 | val_loss: 0.0311828 | Time: 1935.21 ms [2021-11-29 08:53:38 main:574] : INFO : Epoch 1838 | loss: 0.0311095 | val_loss: 0.0311699 | Time: 2712.58 ms [2021-11-29 08:53:40 main:574] : INFO : Epoch 1839 | loss: 0.0310978 | val_loss: 0.0311932 | Time: 2033.84 ms [2021-11-29 08:53:41 main:574] : INFO : Epoch 1840 | loss: 0.0310898 | val_loss: 0.0311814 | Time: 1424.49 ms [2021-11-29 08:53:44 main:574] : INFO : Epoch 1841 | loss: 0.0310875 | val_loss: 0.0311862 | Time: 2245.5 ms [2021-11-29 08:53:45 main:574] : INFO : Epoch 1842 | loss: 0.0310828 | val_loss: 0.0311864 | Time: 1701.76 ms [2021-11-29 08:53:48 main:574] : INFO : Epoch 1843 | loss: 0.031082 | val_loss: 0.0311888 | Time: 2812.42 ms [2021-11-29 08:53:50 main:574] : INFO : Epoch 1844 | loss: 0.0310797 | val_loss: 0.031188 | Time: 1509.89 ms [2021-11-29 08:53:52 main:574] : INFO : Epoch 1845 | loss: 0.0310776 | val_loss: 0.0311928 | Time: 2597.07 ms [2021-11-29 08:53:54 main:574] : INFO : Epoch 1846 | loss: 0.0310796 | val_loss: 0.0311988 | Time: 1952.29 ms [2021-11-29 08:53:56 main:574] : INFO : Epoch 1847 | loss: 0.0310783 | val_loss: 0.0312076 | Time: 1979.99 ms [2021-11-29 08:53:58 main:574] : INFO : Epoch 1848 | loss: 0.0310872 | val_loss: 0.0311869 | Time: 1432.68 ms [2021-11-29 08:54:01 main:574] : INFO : Epoch 1849 | loss: 0.0310806 | val_loss: 0.0311949 | Time: 2964.32 ms [2021-11-29 08:54:02 main:574] : INFO : Epoch 1850 | loss: 0.0310778 | val_loss: 0.0311971 | Time: 1473.25 ms [2021-11-29 08:54:04 main:574] : INFO : Epoch 1851 | loss: 0.0310756 | val_loss: 0.0311984 | Time: 1834.64 ms [2021-11-29 08:54:07 main:574] : INFO : Epoch 1852 | loss: 0.0310714 | val_loss: 0.0311975 | Time: 2754.56 ms [2021-11-29 08:54:12 main:574] : INFO : Epoch 1853 | loss: 0.0310756 | val_loss: 0.0311955 | Time: 5055.03 ms [2021-11-29 08:54:17 main:574] : INFO : Epoch 1854 | loss: 0.0310778 | val_loss: 0.0311873 | Time: 1489.03 ms [2021-11-29 08:54:20 main:574] : INFO : Epoch 1855 | loss: 0.0310792 | val_loss: 0.0311914 | Time: 3055.24 ms [2021-11-29 08:54:26 main:574] : INFO : Epoch 1856 | loss: 0.0310813 | val_loss: 0.0311921 | Time: 5739.99 ms [2021-11-29 08:54:28 main:574] : INFO : Epoch 1857 | loss: 0.0310889 | val_loss: 0.0311852 | Time: 1556.81 ms [2021-11-29 08:54:30 main:574] : INFO : Epoch 1858 | loss: 0.0311026 | val_loss: 0.0311746 | Time: 2467.17 ms [2021-11-29 08:54:33 main:574] : INFO : Epoch 1859 | loss: 0.0311014 | val_loss: 0.0311769 | Time: 2542.47 ms [2021-11-29 08:54:35 main:574] : INFO : Epoch 1860 | loss: 0.0310911 | val_loss: 0.0311798 | Time: 1981.78 ms [2021-11-29 08:54:38 main:574] : INFO : Epoch 1861 | loss: 0.0310851 | val_loss: 0.0311968 | Time: 2932.08 ms [2021-11-29 08:54:39 main:574] : INFO : Epoch 1862 | loss: 0.031083 | val_loss: 0.0311848 | Time: 1604.62 ms [2021-11-29 08:54:42 main:574] : INFO : Epoch 1863 | loss: 0.0310802 | val_loss: 0.0311927 | Time: 2329.67 ms [2021-11-29 08:54:43 main:574] : INFO : Epoch 1864 | loss: 0.0310779 | val_loss: 0.0311877 | Time: 1799.95 ms [2021-11-29 08:54:46 main:574] : INFO : Epoch 1865 | loss: 0.031082 | val_loss: 0.0311887 | Time: 2214.39 ms [2021-11-29 08:54:47 main:574] : INFO : Epoch 1866 | loss: 0.0310805 | val_loss: 0.0311877 | Time: 1705.49 ms [2021-11-29 08:54:52 main:574] : INFO : Epoch 1867 | loss: 0.0310774 | val_loss: 0.0311902 | Time: 4003.44 ms [2021-11-29 08:54:54 main:574] : INFO : Epoch 1868 | loss: 0.0310779 | val_loss: 0.0311896 | Time: 1861.36 ms [2021-11-29 08:54:57 main:574] : INFO : Epoch 1869 | loss: 0.0310767 | val_loss: 0.0311882 | Time: 2846.85 ms [2021-11-29 08:54:58 main:574] : INFO : Epoch 1870 | loss: 0.0310821 | val_loss: 0.0311951 | Time: 1525.55 ms [2021-11-29 08:55:02 main:574] : INFO : Epoch 1871 | loss: 0.0310774 | val_loss: 0.0311977 | Time: 3521.49 ms [2021-11-29 08:55:04 main:574] : INFO : Epoch 1872 | loss: 0.0310746 | val_loss: 0.0312023 | Time: 1735.78 ms [2021-11-29 08:55:06 main:574] : INFO : Epoch 1873 | loss: 0.0310709 | val_loss: 0.0311956 | Time: 2454.95 ms [2021-11-29 08:55:09 main:574] : INFO : Epoch 1874 | loss: 0.0310774 | val_loss: 0.0311947 | Time: 2877.62 ms [2021-11-29 08:55:13 main:574] : INFO : Epoch 1875 | loss: 0.0310841 | val_loss: 0.0311904 | Time: 3572.37 ms [2021-11-29 08:55:14 main:574] : INFO : Epoch 1876 | loss: 0.0310805 | val_loss: 0.0311948 | Time: 1617.95 ms [2021-11-29 08:55:22 main:574] : INFO : Epoch 1877 | loss: 0.0310732 | val_loss: 0.0311816 | Time: 8150.06 ms [2021-11-29 08:55:25 main:574] : INFO : Epoch 1878 | loss: 0.0310748 | val_loss: 0.0311978 | Time: 2763.6 ms [2021-11-29 08:55:27 main:574] : INFO : Epoch 1879 | loss: 0.0310689 | val_loss: 0.0311974 | Time: 1563.08 ms [2021-11-29 08:55:30 main:574] : INFO : Epoch 1880 | loss: 0.0310731 | val_loss: 0.0311833 | Time: 2521.35 ms [2021-11-29 08:55:34 main:574] : INFO : Epoch 1881 | loss: 0.0311224 | val_loss: 0.0311752 | Time: 3157.94 ms [2021-11-29 08:55:36 main:574] : INFO : Epoch 1882 | loss: 0.0311263 | val_loss: 0.0311733 | Time: 2803.69 ms [2021-11-29 08:55:39 main:574] : INFO : Epoch 1883 | loss: 0.0311176 | val_loss: 0.0311655 | Time: 2675.92 ms [2021-11-29 08:55:43 main:574] : INFO : Epoch 1884 | loss: 0.0311093 | val_loss: 0.0311673 | Time: 4047.13 ms [2021-11-29 08:55:45 main:574] : INFO : Epoch 1885 | loss: 0.0311046 | val_loss: 0.0311742 | Time: 1929.21 ms [2021-11-29 08:55:49 main:574] : INFO : Epoch 1886 | loss: 0.0310956 | val_loss: 0.0311724 | Time: 4184.56 ms [2021-11-29 08:55:53 main:574] : INFO : Epoch 1887 | loss: 0.0310941 | val_loss: 0.0311746 | Time: 4020.55 ms [2021-11-29 08:55:55 main:574] : INFO : Epoch 1888 | loss: 0.031092 | val_loss: 0.0311786 | Time: 1426.8 ms [2021-11-29 08:55:57 main:574] : INFO : Epoch 1889 | loss: 0.0310841 | val_loss: 0.0311753 | Time: 2044.69 ms [2021-11-29 08:55:59 main:574] : INFO : Epoch 1890 | loss: 0.0310869 | val_loss: 0.0311766 | Time: 1833.5 ms [2021-11-29 08:56:01 main:574] : INFO : Epoch 1891 | loss: 0.0311248 | val_loss: 0.0311792 | Time: 2443.6 ms [2021-11-29 08:56:04 main:574] : INFO : Epoch 1892 | loss: 0.0311351 | val_loss: 0.031165 | Time: 2868.62 ms [2021-11-29 08:56:05 main:574] : INFO : Epoch 1893 | loss: 0.0311278 | val_loss: 0.0311713 | Time: 1606.49 ms [2021-11-29 08:56:09 main:574] : INFO : Epoch 1894 | loss: 0.0311221 | val_loss: 0.0311735 | Time: 2606.9 ms [2021-11-29 08:56:11 main:574] : INFO : Epoch 1895 | loss: 0.0311148 | val_loss: 0.0311704 | Time: 1906.65 ms [2021-11-29 08:56:12 main:574] : INFO : Epoch 1896 | loss: 0.0311135 | val_loss: 0.0311747 | Time: 1666.54 ms [2021-11-29 08:56:14 main:574] : INFO : Epoch 1897 | loss: 0.0311104 | val_loss: 0.0311676 | Time: 1546.38 ms [2021-11-29 08:56:16 main:574] : INFO : Epoch 1898 | loss: 0.0311126 | val_loss: 0.031169 | Time: 1863.51 ms [2021-11-29 08:56:19 main:574] : INFO : Epoch 1899 | loss: 0.0311064 | val_loss: 0.0311686 | Time: 2318.89 ms [2021-11-29 08:56:21 main:574] : INFO : Epoch 1900 | loss: 0.0311046 | val_loss: 0.0311696 | Time: 2143.7 ms [2021-11-29 08:56:23 main:574] : INFO : Epoch 1901 | loss: 0.0311011 | val_loss: 0.0311758 | Time: 2432.04 ms [2021-11-29 08:56:25 main:574] : INFO : Epoch 1902 | loss: 0.0310981 | val_loss: 0.0311756 | Time: 1449.21 ms [2021-11-29 08:56:27 main:574] : INFO : Epoch 1903 | loss: 0.0310964 | val_loss: 0.0311739 | Time: 2490.23 ms [2021-11-29 08:56:30 main:574] : INFO : Epoch 1904 | loss: 0.0310971 | val_loss: 0.0311787 | Time: 2767.08 ms [2021-11-29 08:56:32 main:574] : INFO : Epoch 1905 | loss: 0.0310955 | val_loss: 0.0311778 | Time: 2571.16 ms [2021-11-29 08:56:35 main:574] : INFO : Epoch 1906 | loss: 0.0310932 | val_loss: 0.031173 | Time: 2844.22 ms [2021-11-29 08:56:38 main:574] : INFO : Epoch 1907 | loss: 0.031093 | val_loss: 0.0311772 | Time: 2619.24 ms [2021-11-29 08:56:41 main:574] : INFO : Epoch 1908 | loss: 0.0310924 | val_loss: 0.0311824 | Time: 3030.05 ms [2021-11-29 08:56:44 main:574] : INFO : Epoch 1909 | loss: 0.0310898 | val_loss: 0.0311784 | Time: 2658.55 ms [2021-11-29 08:56:45 main:574] : INFO : Epoch 1910 | loss: 0.0310889 | val_loss: 0.0311791 | Time: 1490.47 ms [2021-11-29 08:56:47 main:574] : INFO : Epoch 1911 | loss: 0.0310877 | val_loss: 0.0311829 | Time: 1646.76 ms [2021-11-29 08:56:49 main:574] : INFO : Epoch 1912 | loss: 0.0310861 | val_loss: 0.0311838 | Time: 2427.59 ms [2021-11-29 08:56:51 main:574] : INFO : Epoch 1913 | loss: 0.0310932 | val_loss: 0.0311678 | Time: 2034.65 ms [2021-11-29 08:56:56 main:574] : INFO : Epoch 1914 | loss: 0.0310926 | val_loss: 0.0311854 | Time: 4454.31 ms [2021-11-29 08:57:00 main:574] : INFO : Epoch 1915 | loss: 0.0311016 | val_loss: 0.0311764 | Time: 3950.28 ms [2021-11-29 08:57:05 main:574] : INFO : Epoch 1916 | loss: 0.0311011 | val_loss: 0.0311815 | Time: 5194.14 ms [2021-11-29 08:57:07 main:574] : INFO : Epoch 1917 | loss: 0.0310903 | val_loss: 0.0311764 | Time: 1750.95 ms [2021-11-29 08:57:09 main:574] : INFO : Epoch 1918 | loss: 0.0310883 | val_loss: 0.0311838 | Time: 2000.1 ms [2021-11-29 08:57:10 main:574] : INFO : Epoch 1919 | loss: 0.0310877 | val_loss: 0.0311827 | Time: 1550.66 ms [2021-11-29 08:57:12 main:574] : INFO : Epoch 1920 | loss: 0.031088 | val_loss: 0.0311786 | Time: 1536.78 ms [2021-11-29 08:57:14 main:574] : INFO : Epoch 1921 | loss: 0.0310886 | val_loss: 0.0311787 | Time: 1807.18 ms [2021-11-29 08:57:16 main:574] : INFO : Epoch 1922 | loss: 0.0310848 | val_loss: 0.0311878 | Time: 2061.73 ms [2021-11-29 08:57:17 main:574] : INFO : Epoch 1923 | loss: 0.0310872 | val_loss: 0.0311839 | Time: 1763.19 ms [2021-11-29 08:57:19 main:574] : INFO : Epoch 1924 | loss: 0.0310922 | val_loss: 0.0311778 | Time: 1856.69 ms [2021-11-29 08:57:21 main:574] : INFO : Epoch 1925 | loss: 0.0310841 | val_loss: 0.0311856 | Time: 2128.26 ms [2021-11-29 08:57:24 main:574] : INFO : Epoch 1926 | loss: 0.0310797 | val_loss: 0.0311841 | Time: 2190.16 ms [2021-11-29 08:57:25 main:574] : INFO : Epoch 1927 | loss: 0.0310813 | val_loss: 0.0311788 | Time: 1511.7 ms [2021-11-29 08:57:27 main:574] : INFO : Epoch 1928 | loss: 0.0310795 | val_loss: 0.0311868 | Time: 2354.05 ms [2021-11-29 08:57:29 main:574] : INFO : Epoch 1929 | loss: 0.031087 | val_loss: 0.0311869 | Time: 2057.51 ms [2021-11-29 08:57:31 main:574] : INFO : Epoch 1930 | loss: 0.0310801 | val_loss: 0.0311875 | Time: 1882.75 ms [2021-11-29 08:57:33 main:574] : INFO : Epoch 1931 | loss: 0.0310776 | val_loss: 0.0311901 | Time: 1674.19 ms [2021-11-29 08:57:37 main:574] : INFO : Epoch 1932 | loss: 0.0310837 | val_loss: 0.031183 | Time: 1657.27 ms [2021-11-29 08:57:39 main:574] : INFO : Epoch 1933 | loss: 0.0310827 | val_loss: 0.0311787 | Time: 2055.86 ms [2021-11-29 08:57:41 main:574] : INFO : Epoch 1934 | loss: 0.0310777 | val_loss: 0.0311836 | Time: 1799.11 ms [2021-11-29 08:57:43 main:574] : INFO : Epoch 1935 | loss: 0.031073 | val_loss: 0.0311848 | Time: 2146.38 ms [2021-11-29 08:57:45 main:574] : INFO : Epoch 1936 | loss: 0.031073 | val_loss: 0.0311735 | Time: 1541.73 ms [2021-11-29 08:57:46 main:574] : INFO : Epoch 1937 | loss: 0.0310763 | val_loss: 0.0311833 | Time: 1520.76 ms [2021-11-29 08:57:48 main:574] : INFO : Epoch 1938 | loss: 0.0310747 | val_loss: 0.0311818 | Time: 1679.23 ms [2021-11-29 08:57:50 main:574] : INFO : Epoch 1939 | loss: 0.0310719 | val_loss: 0.0311933 | Time: 2016.46 ms [2021-11-29 08:57:52 main:574] : INFO : Epoch 1940 | loss: 0.0310728 | val_loss: 0.0311841 | Time: 2112.34 ms [2021-11-29 08:57:54 main:574] : INFO : Epoch 1941 | loss: 0.0310709 | val_loss: 0.0311884 | Time: 2003.17 ms [2021-11-29 08:57:56 main:574] : INFO : Epoch 1942 | loss: 0.0310727 | val_loss: 0.0311938 | Time: 2384.88 ms [2021-11-29 08:57:58 main:574] : INFO : Epoch 1943 | loss: 0.0310721 | val_loss: 0.0311851 | Time: 1548.44 ms [2021-11-29 08:58:00 main:574] : INFO : Epoch 1944 | loss: 0.0310717 | val_loss: 0.0312021 | Time: 1765.48 ms [2021-11-29 08:58:02 main:574] : INFO : Epoch 1945 | loss: 0.031072 | val_loss: 0.0311956 | Time: 2257.22 ms [2021-11-29 08:58:05 main:574] : INFO : Epoch 1946 | loss: 0.0310718 | val_loss: 0.0311875 | Time: 2555.41 ms [2021-11-29 08:58:08 main:574] : INFO : Epoch 1947 | loss: 0.0310724 | val_loss: 0.0311883 | Time: 3101.25 ms [2021-11-29 08:58:09 main:574] : INFO : Epoch 1948 | loss: 0.0310716 | val_loss: 0.0311889 | Time: 1715.28 ms [2021-11-29 08:58:13 main:574] : INFO : Epoch 1949 | loss: 0.0310699 | val_loss: 0.0311971 | Time: 1635.67 ms [2021-11-29 08:58:15 main:574] : INFO : Epoch 1950 | loss: 0.0310691 | val_loss: 0.0311931 | Time: 1528.73 ms [2021-11-29 08:58:17 main:574] : INFO : Epoch 1951 | loss: 0.0310719 | val_loss: 0.0311868 | Time: 1657.78 ms [2021-11-29 08:58:19 main:574] : INFO : Epoch 1952 | loss: 0.03107 | val_loss: 0.031198 | Time: 1691.66 ms [2021-11-29 08:58:21 main:574] : INFO : Epoch 1953 | loss: 0.0310719 | val_loss: 0.0311874 | Time: 1666.57 ms [2021-11-29 08:58:24 main:574] : INFO : Epoch 1954 | loss: 0.0310724 | val_loss: 0.0311841 | Time: 2805.94 ms [2021-11-29 08:58:26 main:574] : INFO : Epoch 1955 | loss: 0.0310854 | val_loss: 0.0311844 | Time: 1645.08 ms [2021-11-29 08:58:29 main:574] : INFO : Epoch 1956 | loss: 0.0310899 | val_loss: 0.0311912 | Time: 1613.46 ms [2021-11-29 08:58:31 main:574] : INFO : Epoch 1957 | loss: 0.0310917 | val_loss: 0.031172 | Time: 1655.32 ms [2021-11-29 08:58:33 main:574] : INFO : Epoch 1958 | loss: 0.0310996 | val_loss: 0.031169 | Time: 1719.12 ms [2021-11-29 08:58:34 main:574] : INFO : Epoch 1959 | loss: 0.0311002 | val_loss: 0.0311701 | Time: 1555.12 ms [2021-11-29 08:58:36 main:574] : INFO : Epoch 1960 | loss: 0.0310937 | val_loss: 0.0311812 | Time: 1875.15 ms [2021-11-29 08:58:42 main:574] : INFO : Epoch 1961 | loss: 0.0310886 | val_loss: 0.0311727 | Time: 4594.14 ms [2021-11-29 08:58:44 main:574] : INFO : Epoch 1962 | loss: 0.0310881 | val_loss: 0.0311796 | Time: 1580.51 ms [2021-11-29 08:58:46 main:574] : INFO : Epoch 1963 | loss: 0.0310843 | val_loss: 0.0311837 | Time: 1957.42 ms [2021-11-29 08:58:48 main:574] : INFO : Epoch 1964 | loss: 0.0310838 | val_loss: 0.0311829 | Time: 2463.24 ms [2021-11-29 08:58:51 main:574] : INFO : Epoch 1965 | loss: 0.0310834 | val_loss: 0.0311748 | Time: 2712.52 ms [2021-11-29 08:58:55 main:574] : INFO : Epoch 1966 | loss: 0.031085 | val_loss: 0.0311833 | Time: 4531.41 ms [2021-11-29 08:58:57 main:574] : INFO : Epoch 1967 | loss: 0.0310852 | val_loss: 0.0311815 | Time: 1659.18 ms [2021-11-29 08:59:00 main:574] : INFO : Epoch 1968 | loss: 0.0310786 | val_loss: 0.031188 | Time: 2601.59 ms [2021-11-29 08:59:02 main:574] : INFO : Epoch 1969 | loss: 0.0310737 | val_loss: 0.0311759 | Time: 2477.6 ms [2021-11-29 08:59:07 main:574] : INFO : Epoch 1970 | loss: 0.0310711 | val_loss: 0.0311873 | Time: 4473.16 ms [2021-11-29 08:59:09 main:574] : INFO : Epoch 1971 | loss: 0.031071 | val_loss: 0.0311838 | Time: 2026.1 ms [2021-11-29 08:59:13 main:574] : INFO : Epoch 1972 | loss: 0.0310758 | val_loss: 0.0311878 | Time: 4089.38 ms [2021-11-29 08:59:16 main:574] : INFO : Epoch 1973 | loss: 0.0310692 | val_loss: 0.0311979 | Time: 1397.03 ms [2021-11-29 08:59:18 main:574] : INFO : Epoch 1974 | loss: 0.0310701 | val_loss: 0.0311845 | Time: 2014.56 ms [2021-11-29 08:59:20 main:574] : INFO : Epoch 1975 | loss: 0.0310697 | val_loss: 0.0311841 | Time: 2623.52 ms [2021-11-29 08:59:23 main:574] : INFO : Epoch 1976 | loss: 0.0310719 | val_loss: 0.0311958 | Time: 2744.17 ms [2021-11-29 08:59:25 main:574] : INFO : Epoch 1977 | loss: 0.0310706 | val_loss: 0.0311956 | Time: 1993.41 ms [2021-11-29 08:59:28 main:574] : INFO : Epoch 1978 | loss: 0.03107 | val_loss: 0.0311837 | Time: 1592.8 ms [2021-11-29 08:59:33 main:574] : INFO : Epoch 1979 | loss: 0.0310699 | val_loss: 0.0311837 | Time: 2992 ms [2021-11-29 08:59:34 main:574] : INFO : Epoch 1980 | loss: 0.0310717 | val_loss: 0.0311814 | Time: 1428.15 ms [2021-11-29 08:59:39 main:574] : INFO : Epoch 1981 | loss: 0.0310806 | val_loss: 0.0311871 | Time: 4403.28 ms [2021-11-29 08:59:40 main:574] : INFO : Epoch 1982 | loss: 0.0310976 | val_loss: 0.031178 | Time: 1764.99 ms [2021-11-29 08:59:44 main:574] : INFO : Epoch 1983 | loss: 0.031099 | val_loss: 0.0311803 | Time: 3216.05 ms [2021-11-29 08:59:45 main:574] : INFO : Epoch 1984 | loss: 0.031092 | val_loss: 0.0311735 | Time: 1705.77 ms [2021-11-29 08:59:47 main:574] : INFO : Epoch 1985 | loss: 0.0310873 | val_loss: 0.0311874 | Time: 2176.35 ms [2021-11-29 08:59:49 main:574] : INFO : Epoch 1986 | loss: 0.0310847 | val_loss: 0.0311946 | Time: 1714.06 ms [2021-11-29 08:59:51 main:574] : INFO : Epoch 1987 | loss: 0.0310841 | val_loss: 0.0311954 | Time: 1872.36 ms [2021-11-29 08:59:53 main:574] : INFO : Epoch 1988 | loss: 0.0310787 | val_loss: 0.0311883 | Time: 2130.81 ms [2021-11-29 08:59:55 main:574] : INFO : Epoch 1989 | loss: 0.0310739 | val_loss: 0.0311903 | Time: 1647.49 ms [2021-11-29 08:59:57 main:574] : INFO : Epoch 1990 | loss: 0.0310723 | val_loss: 0.0311888 | Time: 1801.29 ms [2021-11-29 09:00:00 main:574] : INFO : Epoch 1991 | loss: 0.0310741 | val_loss: 0.0311827 | Time: 2935.54 ms [2021-11-29 09:00:01 main:574] : INFO : Epoch 1992 | loss: 0.0310755 | val_loss: 0.0311861 | Time: 1659.5 ms [2021-11-29 09:00:03 main:574] : INFO : Epoch 1993 | loss: 0.0310738 | val_loss: 0.0311886 | Time: 1493.98 ms [2021-11-29 09:00:05 main:574] : INFO : Epoch 1994 | loss: 0.0310726 | val_loss: 0.0311911 | Time: 1846.86 ms [2021-11-29 09:00:07 main:574] : INFO : Epoch 1995 | loss: 0.0310677 | val_loss: 0.0312008 | Time: 2508.81 ms [2021-11-29 09:00:09 main:574] : INFO : Epoch 1996 | loss: 0.0310668 | val_loss: 0.0311894 | Time: 1824.64 ms [2021-11-29 09:00:11 main:574] : INFO : Epoch 1997 | loss: 0.0310711 | val_loss: 0.0311935 | Time: 2400.65 ms [2021-11-29 09:00:19 main:574] : INFO : Epoch 1998 | loss: 0.0310673 | val_loss: 0.031187 | Time: 7663.95 ms [2021-11-29 09:00:20 main:574] : INFO : Epoch 1999 | loss: 0.0310669 | val_loss: 0.0311878 | Time: 1414.79 ms [2021-11-29 09:00:25 main:574] : INFO : Epoch 2000 | loss: 0.0310703 | val_loss: 0.0311778 | Time: 4380.67 ms [2021-11-29 09:00:26 main:574] : INFO : Epoch 2001 | loss: 0.0310687 | val_loss: 0.0311856 | Time: 1437.84 ms [2021-11-29 09:00:28 main:574] : INFO : Epoch 2002 | loss: 0.0310713 | val_loss: 0.0311821 | Time: 1985.55 ms [2021-11-29 09:00:33 main:574] : INFO : Epoch 2003 | loss: 0.031071 | val_loss: 0.0311885 | Time: 4503.66 ms [2021-11-29 09:00:35 main:574] : INFO : Epoch 2004 | loss: 0.0310692 | val_loss: 0.0311858 | Time: 2031.22 ms [2021-11-29 09:00:36 main:574] : INFO : Epoch 2005 | loss: 0.0310696 | val_loss: 0.0311791 | Time: 1681.3 ms [2021-11-29 09:00:38 main:574] : INFO : Epoch 2006 | loss: 0.0310711 | val_loss: 0.031187 | Time: 1676.48 ms [2021-11-29 09:00:40 main:574] : INFO : Epoch 2007 | loss: 0.0310727 | val_loss: 0.031186 | Time: 1763.15 ms [2021-11-29 09:00:43 main:574] : INFO : Epoch 2008 | loss: 0.0310816 | val_loss: 0.0311831 | Time: 2530.2 ms [2021-11-29 09:00:44 main:574] : INFO : Epoch 2009 | loss: 0.0310818 | val_loss: 0.0311869 | Time: 1808.08 ms [2021-11-29 09:00:49 main:574] : INFO : Epoch 2010 | loss: 0.0310766 | val_loss: 0.0311977 | Time: 4118.23 ms [2021-11-29 09:00:51 main:574] : INFO : Epoch 2011 | loss: 0.0310781 | val_loss: 0.031185 | Time: 2598.97 ms [2021-11-29 09:00:53 main:574] : INFO : Epoch 2012 | loss: 0.0310767 | val_loss: 0.0311915 | Time: 2010.86 ms [2021-11-29 09:00:55 main:574] : INFO : Epoch 2013 | loss: 0.0310739 | val_loss: 0.0311869 | Time: 1615.86 ms [2021-11-29 09:00:56 main:574] : INFO : Epoch 2014 | loss: 0.0310731 | val_loss: 0.0311979 | Time: 1612.46 ms [2021-11-29 09:00:58 main:574] : INFO : Epoch 2015 | loss: 0.0310768 | val_loss: 0.0311912 | Time: 1906.43 ms [2021-11-29 09:01:01 main:574] : INFO : Epoch 2016 | loss: 0.0310749 | val_loss: 0.031196 | Time: 2841.62 ms [2021-11-29 09:01:04 main:574] : INFO : Epoch 2017 | loss: 0.031086 | val_loss: 0.0311911 | Time: 2797.79 ms [2021-11-29 09:01:06 main:574] : INFO : Epoch 2018 | loss: 0.0310784 | val_loss: 0.0311901 | Time: 1636.96 ms [2021-11-29 09:01:07 main:574] : INFO : Epoch 2019 | loss: 0.0310738 | val_loss: 0.0311837 | Time: 1796.95 ms [2021-11-29 09:01:10 main:574] : INFO : Epoch 2020 | loss: 0.0310767 | val_loss: 0.0311877 | Time: 2891.19 ms [2021-11-29 09:01:15 main:574] : INFO : Epoch 2021 | loss: 0.031074 | val_loss: 0.0311926 | Time: 1899.6 ms [2021-11-29 09:01:17 main:574] : INFO : Epoch 2022 | loss: 0.0310709 | val_loss: 0.0311875 | Time: 1875.95 ms [2021-11-29 09:01:20 main:574] : INFO : Epoch 2023 | loss: 0.0310808 | val_loss: 0.0311758 | Time: 2741.95 ms [2021-11-29 09:01:22 main:574] : INFO : Epoch 2024 | loss: 0.0311162 | val_loss: 0.0311675 | Time: 1971.28 ms [2021-11-29 09:01:23 main:574] : INFO : Epoch 2025 | loss: 0.0311062 | val_loss: 0.0311793 | Time: 1539.88 ms [2021-11-29 09:01:27 main:574] : INFO : Epoch 2026 | loss: 0.031099 | val_loss: 0.031187 | Time: 3371.48 ms [2021-11-29 09:01:28 main:574] : INFO : Epoch 2027 | loss: 0.0310922 | val_loss: 0.0311765 | Time: 1868.6 ms [2021-11-29 09:01:30 main:574] : INFO : Epoch 2028 | loss: 0.0310879 | val_loss: 0.0311845 | Time: 1628.79 ms [2021-11-29 09:01:32 main:574] : INFO : Epoch 2029 | loss: 0.0310831 | val_loss: 0.0311935 | Time: 1503.15 ms [2021-11-29 09:01:33 main:574] : INFO : Epoch 2030 | loss: 0.0310809 | val_loss: 0.0311921 | Time: 1789.76 ms [2021-11-29 09:01:36 main:574] : INFO : Epoch 2031 | loss: 0.0310773 | val_loss: 0.0311909 | Time: 2527.56 ms [2021-11-29 09:01:39 main:574] : INFO : Epoch 2032 | loss: 0.0310765 | val_loss: 0.0311927 | Time: 1479.76 ms [2021-11-29 09:01:41 main:574] : INFO : Epoch 2033 | loss: 0.0310795 | val_loss: 0.0311852 | Time: 1924.29 ms [2021-11-29 09:01:44 main:574] : INFO : Epoch 2034 | loss: 0.0310774 | val_loss: 0.0311849 | Time: 3116.83 ms [2021-11-29 09:01:46 main:574] : INFO : Epoch 2035 | loss: 0.0310736 | val_loss: 0.0311812 | Time: 1995.46 ms [2021-11-29 09:01:47 main:574] : INFO : Epoch 2036 | loss: 0.0310747 | val_loss: 0.0311929 | Time: 1720.49 ms [2021-11-29 09:01:50 main:574] : INFO : Epoch 2037 | loss: 0.0310725 | val_loss: 0.0311951 | Time: 2597.63 ms [2021-11-29 09:01:52 main:574] : INFO : Epoch 2038 | loss: 0.0310719 | val_loss: 0.0311992 | Time: 1724.15 ms [2021-11-29 09:01:54 main:574] : INFO : Epoch 2039 | loss: 0.0310648 | val_loss: 0.0311929 | Time: 1866.52 ms [2021-11-29 09:01:55 main:574] : INFO : Epoch 2040 | loss: 0.0310682 | val_loss: 0.0311816 | Time: 1748.19 ms [2021-11-29 09:01:57 main:574] : INFO : Epoch 2041 | loss: 0.0310828 | val_loss: 0.0311883 | Time: 1734.94 ms [2021-11-29 09:02:00 main:574] : INFO : Epoch 2042 | loss: 0.0310849 | val_loss: 0.0311869 | Time: 2883.81 ms [2021-11-29 09:02:01 main:574] : INFO : Epoch 2043 | loss: 0.0310799 | val_loss: 0.0311851 | Time: 1440.48 ms [2021-11-29 09:02:06 main:574] : INFO : Epoch 2044 | loss: 0.0310725 | val_loss: 0.0311912 | Time: 3060.24 ms [2021-11-29 09:02:09 main:574] : INFO : Epoch 2045 | loss: 0.031072 | val_loss: 0.031189 | Time: 2789.99 ms [2021-11-29 09:02:11 main:574] : INFO : Epoch 2046 | loss: 0.0310682 | val_loss: 0.031183 | Time: 2470.19 ms [2021-11-29 09:02:13 main:574] : INFO : Epoch 2047 | loss: 0.0310697 | val_loss: 0.031188 | Time: 1845.17 ms [2021-11-29 09:02:17 main:574] : INFO : Epoch 2048 | loss: 0.0310704 | val_loss: 0.0311857 | Time: 4162.31 ms [2021-11-29 09:02:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311857 [2021-11-29 09:02:17 main:603] : INFO : Saving end state to config to file [2021-11-29 09:02:17 main:608] : INFO : Success, exiting.. 09:02:17 (20700): 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)