Task 9091628
| Name | ParityModified-1636228942-16043-1_3 |
| Workunit | 6365670 |
| Created | 21 Nov 2021, 18:36:21 UTC |
| Sent | 21 Nov 2021, 19:28:45 UTC |
| Report deadline | 28 Nov 2021, 19:28:45 UTC |
| Received | 26 Nov 2021, 5:45:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14278 |
| Run time | 36 min 59 sec |
| CPU time | 36 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,340.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 1074.47 ms [2021-11-22 16:59:45 main:574] : INFO : Epoch 1543 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 1080.07 ms [2021-11-22 16:59:46 main:574] : INFO : Epoch 1544 | loss: 0.0311518 | val_loss: 0.0311738 | Time: 1076.22 ms [2021-11-22 16:59:47 main:574] : INFO : Epoch 1545 | loss: 0.0311529 | val_loss: 0.0311723 | Time: 1076.86 ms [2021-11-22 16:59:49 main:574] : INFO : Epoch 1546 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 1084.19 ms [2021-11-22 16:59:50 main:574] : INFO : Epoch 1547 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1080.29 ms [2021-11-22 16:59:51 main:574] : INFO : Epoch 1548 | loss: 0.031154 | val_loss: 0.0311721 | Time: 1077.43 ms [2021-11-22 16:59:52 main:574] : INFO : Epoch 1549 | loss: 0.031151 | val_loss: 0.0311753 | Time: 1078.42 ms [2021-11-22 16:59:53 main:574] : INFO : Epoch 1550 | loss: 0.0311521 | val_loss: 0.0311754 | Time: 1078.35 ms [2021-11-22 16:59:54 main:574] : INFO : Epoch 1551 | loss: 0.0311511 | val_loss: 0.0311731 | Time: 1079.75 ms [2021-11-22 16:59:55 main:574] : INFO : Epoch 1552 | loss: 0.0311585 | val_loss: 0.0311764 | Time: 1081.46 ms [2021-11-22 16:59:56 main:574] : INFO : Epoch 1553 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1077.91 ms [2021-11-22 16:59:57 main:574] : INFO : Epoch 1554 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 1080.81 ms [2021-11-22 16:59:58 main:574] : INFO : Epoch 1555 | loss: 0.031157 | val_loss: 0.0311766 | Time: 1076.54 ms [2021-11-22 16:59:59 main:574] : INFO : Epoch 1556 | loss: 0.0311558 | val_loss: 0.03117 | Time: 1079.99 ms [2021-11-22 17:00:00 main:574] : INFO : Epoch 1557 | loss: 0.0311546 | val_loss: 0.031172 | Time: 1074.48 ms [2021-11-22 17:00:01 main:574] : INFO : Epoch 1558 | loss: 0.0311542 | val_loss: 0.0311711 | Time: 1074.89 ms [2021-11-22 17:00:03 main:574] : INFO : Epoch 1559 | loss: 0.031153 | val_loss: 0.0311701 | Time: 1077.07 ms [2021-11-22 17:00:04 main:574] : INFO : Epoch 1560 | loss: 0.0311523 | val_loss: 0.0311727 | Time: 1086.75 ms [2021-11-22 17:00:05 main:574] : INFO : Epoch 1561 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 1079.97 ms [2021-11-22 17:00:06 main:574] : INFO : Epoch 1562 | loss: 0.031152 | val_loss: 0.0311722 | Time: 1076.72 ms [2021-11-22 17:00:07 main:574] : INFO : Epoch 1563 | loss: 0.0311663 | val_loss: 0.0311863 | Time: 1077.8 ms [2021-11-22 17:00:08 main:574] : INFO : Epoch 1564 | loss: 0.0311871 | val_loss: 0.0311911 | Time: 1077.67 ms [2021-11-22 17:00:09 main:574] : INFO : Epoch 1565 | loss: 0.0312005 | val_loss: 0.0312037 | Time: 1085.24 ms [2021-11-22 17:00:10 main:574] : INFO : Epoch 1566 | loss: 0.0312087 | val_loss: 0.0312087 | Time: 1078.55 ms [2021-11-22 17:00:11 main:574] : INFO : Epoch 1567 | loss: 0.0312081 | val_loss: 0.0312 | Time: 1076.54 ms [2021-11-22 17:00:12 main:574] : INFO : Epoch 1568 | loss: 0.031204 | val_loss: 0.0311978 | Time: 1079.01 ms [2021-11-22 17:00:13 main:574] : INFO : Epoch 1569 | loss: 0.0312023 | val_loss: 0.031198 | Time: 1074.56 ms [2021-11-22 17:00:14 main:574] : INFO : Epoch 1570 | loss: 0.0312018 | val_loss: 0.0311962 | Time: 1081.48 ms [2021-11-22 17:00:16 main:574] : INFO : Epoch 1571 | loss: 0.0312006 | val_loss: 0.0311936 | Time: 1077.98 ms [2021-11-22 17:00:17 main:574] : INFO : Epoch 1572 | loss: 0.0311966 | val_loss: 0.0311904 | Time: 1082.77 ms [2021-11-22 17:00:18 main:574] : INFO : Epoch 1573 | loss: 0.0311947 | val_loss: 0.0311885 | Time: 1075.91 ms [2021-11-22 17:00:19 main:574] : INFO : Epoch 1574 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1088.46 ms [2021-11-22 17:00:20 main:574] : INFO : Epoch 1575 | loss: 0.0311919 | val_loss: 0.0311888 | Time: 1073.21 ms [2021-11-22 17:00:21 main:574] : INFO : Epoch 1576 | loss: 0.0311922 | val_loss: 0.0311893 | Time: 1083.51 ms [2021-11-22 17:00:22 main:574] : INFO : Epoch 1577 | loss: 0.0311924 | val_loss: 0.0311885 | Time: 1078.29 ms [2021-11-22 17:00:23 main:574] : INFO : Epoch 1578 | loss: 0.031192 | val_loss: 0.0311902 | Time: 1077.61 ms [2021-11-22 17:00:24 main:574] : INFO : Epoch 1579 | loss: 0.0311919 | val_loss: 0.0311881 | Time: 1086.96 ms [2021-11-22 17:00:25 main:574] : INFO : Epoch 1580 | loss: 0.0311897 | val_loss: 0.0311865 | Time: 1077.32 ms [2021-11-22 17:00:26 main:574] : INFO : Epoch 1581 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 1073.89 ms [2021-11-22 17:00:27 main:574] : INFO : Epoch 1582 | loss: 0.0311906 | val_loss: 0.0311895 | Time: 1076.98 ms [2021-11-22 17:00:29 main:574] : INFO : Epoch 1583 | loss: 0.0311896 | val_loss: 0.031185 | Time: 1078.18 ms [2021-11-22 17:00:30 main:574] : INFO : Epoch 1584 | loss: 0.0311916 | val_loss: 0.0311859 | Time: 1080.34 ms [2021-11-22 17:00:31 main:574] : INFO : Epoch 1585 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 1074.32 ms [2021-11-22 17:00:32 main:574] : INFO : Epoch 1586 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 1087.03 ms [2021-11-22 17:00:33 main:574] : INFO : Epoch 1587 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1076.08 ms [2021-11-22 17:00:34 main:574] : INFO : Epoch 1588 | loss: 0.0311871 | val_loss: 0.0311846 | Time: 1077.01 ms [2021-11-22 17:00:35 main:574] : INFO : Epoch 1589 | loss: 0.0311883 | val_loss: 0.031188 | Time: 1078.74 ms [2021-11-22 17:00:36 main:574] : INFO : Epoch 1590 | loss: 0.0311909 | val_loss: 0.0311839 | Time: 1073.89 ms [2021-11-22 17:00:37 main:574] : INFO : Epoch 1591 | loss: 0.031187 | val_loss: 0.0311876 | Time: 1082.4 ms [2021-11-22 17:00:38 main:574] : INFO : Epoch 1592 | loss: 0.0311877 | val_loss: 0.0311845 | Time: 1081.9 ms [2021-11-22 17:00:39 main:574] : INFO : Epoch 1593 | loss: 0.0311872 | val_loss: 0.0311846 | Time: 1076.55 ms [2021-11-22 17:00:40 main:574] : INFO : Epoch 1594 | loss: 0.0311867 | val_loss: 0.0311837 | Time: 1071.71 ms [2021-11-22 17:00:42 main:574] : INFO : Epoch 1595 | loss: 0.031187 | val_loss: 0.0311834 | Time: 1078.88 ms [2021-11-22 17:00:43 main:574] : INFO : Epoch 1596 | loss: 0.0311863 | val_loss: 0.0311824 | Time: 1094.34 ms [2021-11-22 17:00:44 main:574] : INFO : Epoch 1597 | loss: 0.0311844 | val_loss: 0.0311815 | Time: 1074.87 ms [2021-11-22 17:00:45 main:574] : INFO : Epoch 1598 | loss: 0.0311856 | val_loss: 0.0311831 | Time: 1079.38 ms [2021-11-22 17:00:46 main:574] : INFO : Epoch 1599 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 1078.19 ms [2021-11-22 17:00:47 main:574] : INFO : Epoch 1600 | loss: 0.0311864 | val_loss: 0.0311838 | Time: 1081.04 ms [2021-11-22 17:00:48 main:574] : INFO : Epoch 1601 | loss: 0.031189 | val_loss: 0.0311951 | Time: 1073.91 ms [2021-11-22 17:00:49 main:574] : INFO : Epoch 1602 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 1075.02 ms [2021-11-22 17:00:50 main:574] : INFO : Epoch 1603 | loss: 0.0311946 | val_loss: 0.0311895 | Time: 1074.16 ms [2021-11-22 17:00:51 main:574] : INFO : Epoch 1604 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 1080.58 ms [2021-11-22 17:00:52 main:574] : INFO : Epoch 1605 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 1083.57 ms [2021-11-22 17:00:53 main:574] : INFO : Epoch 1606 | loss: 0.0311865 | val_loss: 0.0311843 | Time: 1078.93 ms [2021-11-22 17:00:54 main:574] : INFO : Epoch 1607 | loss: 0.0311833 | val_loss: 0.0311829 | Time: 1074.56 ms [2021-11-22 17:00:56 main:574] : INFO : Epoch 1608 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 1080.83 ms [2021-11-22 17:00:57 main:574] : INFO : Epoch 1609 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 1076.85 ms [2021-11-22 17:00:58 main:574] : INFO : Epoch 1610 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 1073.84 ms [2021-11-22 17:00:59 main:574] : INFO : Epoch 1611 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 1076.17 ms [2021-11-22 17:01:00 main:574] : INFO : Epoch 1612 | loss: 0.0312006 | val_loss: 0.0311998 | Time: 1074.99 ms [2021-11-22 17:01:01 main:574] : INFO : Epoch 1613 | loss: 0.031203 | val_loss: 0.031197 | Time: 1076.18 ms [2021-11-22 17:01:02 main:574] : INFO : Epoch 1614 | loss: 0.0311968 | val_loss: 0.0311928 | Time: 1075.35 ms [2021-11-22 17:01:03 main:574] : INFO : Epoch 1615 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 1077.29 ms [2021-11-22 17:01:04 main:574] : INFO : Epoch 1616 | loss: 0.0311941 | val_loss: 0.031191 | Time: 1072.31 ms [2021-11-22 17:01:05 main:574] : INFO : Epoch 1617 | loss: 0.0311935 | val_loss: 0.0311925 | Time: 1076.41 ms [2021-11-22 17:01:06 main:574] : INFO : Epoch 1618 | loss: 0.0311935 | val_loss: 0.0311902 | Time: 1081.48 ms [2021-11-22 17:01:07 main:574] : INFO : Epoch 1619 | loss: 0.0311926 | val_loss: 0.0311899 | Time: 1076.25 ms [2021-11-22 17:01:09 main:574] : INFO : Epoch 1620 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1079.19 ms [2021-11-22 17:01:10 main:574] : INFO : Epoch 1621 | loss: 0.0311923 | val_loss: 0.0311889 | Time: 1073.78 ms [2021-11-22 17:01:11 main:574] : INFO : Epoch 1622 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 1076.34 ms [2021-11-22 17:01:12 main:574] : INFO : Epoch 1623 | loss: 0.0311922 | val_loss: 0.0311887 | Time: 1077.41 ms [2021-11-22 17:01:13 main:574] : INFO : Epoch 1624 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 1079.47 ms [2021-11-22 17:01:14 main:574] : INFO : Epoch 1625 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1076.32 ms [2021-11-22 17:01:15 main:574] : INFO : Epoch 1626 | loss: 0.0311897 | val_loss: 0.0311889 | Time: 1080.27 ms [2021-11-22 17:01:16 main:574] : INFO : Epoch 1627 | loss: 0.0311889 | val_loss: 0.0311876 | Time: 1066.33 ms [2021-11-22 17:01:17 main:574] : INFO : Epoch 1628 | loss: 0.0311886 | val_loss: 0.0311878 | Time: 1075.91 ms [2021-11-22 17:01:18 main:574] : INFO : Epoch 1629 | loss: 0.0311888 | val_loss: 0.031188 | Time: 1075.78 ms [2021-11-22 17:01:19 main:574] : INFO : Epoch 1630 | loss: 0.0311891 | val_loss: 0.0311909 | Time: 1073.85 ms [2021-11-22 17:01:20 main:574] : INFO : Epoch 1631 | loss: 0.0311879 | val_loss: 0.031187 | Time: 1091.01 ms [2021-11-22 17:01:21 main:574] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 1073.52 ms [2021-11-22 17:01:23 main:574] : INFO : Epoch 1633 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 1080.7 ms [2021-11-22 17:01:24 main:574] : INFO : Epoch 1634 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 1073.41 ms [2021-11-22 17:01:25 main:574] : INFO : Epoch 1635 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 1069.43 ms [2021-11-22 17:01:26 main:574] : INFO : Epoch 1636 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 1074.38 ms [2021-11-22 17:01:27 main:574] : INFO : Epoch 1637 | loss: 0.0311852 | val_loss: 0.031189 | Time: 1078.15 ms [2021-11-22 17:01:28 main:574] : INFO : Epoch 1638 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 1078.47 ms [2021-11-22 17:01:29 main:574] : INFO : Epoch 1639 | loss: 0.0311856 | val_loss: 0.0311888 | Time: 1078.01 ms [2021-11-22 17:01:30 main:574] : INFO : Epoch 1640 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 1071.86 ms [2021-11-22 17:01:31 main:574] : INFO : Epoch 1641 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 1078.85 ms [2021-11-22 17:01:32 main:574] : INFO : Epoch 1642 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 1075.31 ms [2021-11-22 17:01:33 main:574] : INFO : Epoch 1643 | loss: 0.0311869 | val_loss: 0.0311861 | Time: 1078.38 ms [2021-11-22 17:01:34 main:574] : INFO : Epoch 1644 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 1080.88 ms [2021-11-22 17:01:36 main:574] : INFO : Epoch 1645 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 1076.53 ms [2021-11-22 17:01:37 main:574] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1082.54 ms [2021-11-22 17:01:38 main:574] : INFO : Epoch 1647 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 1077.11 ms [2021-11-22 17:01:39 main:574] : INFO : Epoch 1648 | loss: 0.0311843 | val_loss: 0.0311929 | Time: 1078.74 ms [2021-11-22 17:01:40 main:574] : INFO : Epoch 1649 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 1075.84 ms [2021-11-22 17:01:41 main:574] : INFO : Epoch 1650 | loss: 0.031185 | val_loss: 0.0311861 | Time: 1076.43 ms [2021-11-22 17:01:42 main:574] : INFO : Epoch 1651 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1079.07 ms [2021-11-22 17:01:43 main:574] : INFO : Epoch 1652 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 1076.45 ms [2021-11-22 17:01:44 main:574] : INFO : Epoch 1653 | loss: 0.0311824 | val_loss: 0.0311853 | Time: 1070.6 ms [2021-11-22 17:01:45 main:574] : INFO : Epoch 1654 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 1087.53 ms [2021-11-22 17:01:46 main:574] : INFO : Epoch 1655 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 1077.58 ms [2021-11-22 17:01:47 main:574] : INFO : Epoch 1656 | loss: 0.0311827 | val_loss: 0.0311887 | Time: 1077.33 ms [2021-11-22 17:01:48 main:574] : INFO : Epoch 1657 | loss: 0.0311831 | val_loss: 0.0311855 | Time: 1081.71 ms [2021-11-22 17:01:50 main:574] : INFO : Epoch 1658 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 1076.59 ms [2021-11-22 17:01:51 main:574] : INFO : Epoch 1659 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 1074.86 ms [2021-11-22 17:01:52 main:574] : INFO : Epoch 1660 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1076.7 ms [2021-11-22 17:01:53 main:574] : INFO : Epoch 1661 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 1076.47 ms [2021-11-22 17:01:54 main:574] : INFO : Epoch 1662 | loss: 0.0311872 | val_loss: 0.0311905 | Time: 1076.42 ms [2021-11-22 17:01:55 main:574] : INFO : Epoch 1663 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 1077.56 ms [2021-11-22 17:01:56 main:574] : INFO : Epoch 1664 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 1077.99 ms [2021-11-22 17:01:57 main:574] : INFO : Epoch 1665 | loss: 0.0311806 | val_loss: 0.0311855 | Time: 1078.98 ms [2021-11-22 17:01:58 main:574] : INFO : Epoch 1666 | loss: 0.0311802 | val_loss: 0.0311875 | Time: 1074.45 ms [2021-11-22 17:01:59 main:574] : INFO : Epoch 1667 | loss: 0.0311805 | val_loss: 0.031185 | Time: 1075.7 ms [2021-11-22 17:02:00 main:574] : INFO : Epoch 1668 | loss: 0.0311828 | val_loss: 0.03119 | Time: 1082.58 ms [2021-11-22 17:02:01 main:574] : INFO : Epoch 1669 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 1070.3 ms [2021-11-22 17:02:03 main:574] : INFO : Epoch 1670 | loss: 0.0311846 | val_loss: 0.031187 | Time: 1076.72 ms [2021-11-22 17:02:04 main:574] : INFO : Epoch 1671 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 1081.23 ms [2021-11-22 17:02:05 main:574] : INFO : Epoch 1672 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 1074.77 ms [2021-11-22 17:02:06 main:574] : INFO : Epoch 1673 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 1076.71 ms [2021-11-22 17:02:07 main:574] : INFO : Epoch 1674 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 1077.97 ms [2021-11-22 17:02:08 main:574] : INFO : Epoch 1675 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1075.81 ms [2021-11-22 17:02:09 main:574] : INFO : Epoch 1676 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1074.48 ms [2021-11-22 17:02:10 main:574] : INFO : Epoch 1677 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 1072 ms [2021-11-22 17:02:11 main:574] : INFO : Epoch 1678 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 1078.56 ms [2021-11-22 17:02:12 main:574] : INFO : Epoch 1679 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 1081.35 ms [2021-11-22 17:02:13 main:574] : INFO : Epoch 1680 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 1079.07 ms [2021-11-22 17:02:14 main:574] : INFO : Epoch 1681 | loss: 0.0311831 | val_loss: 0.0311877 | Time: 1084.44 ms [2021-11-22 17:02:15 main:574] : INFO : Epoch 1682 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1073.08 ms [2021-11-22 17:02:17 main:574] : INFO : Epoch 1683 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 1074.35 ms [2021-11-22 17:02:18 main:574] : INFO : Epoch 1684 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 1075.06 ms [2021-11-22 17:02:19 main:574] : INFO : Epoch 1685 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1077.03 ms [2021-11-22 17:02:20 main:574] : INFO : Epoch 1686 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1090.16 ms [2021-11-22 17:02:21 main:574] : INFO : Epoch 1687 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1079.1 ms [2021-11-22 17:02:22 main:574] : INFO : Epoch 1688 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1078.58 ms [2021-11-22 17:02:23 main:574] : INFO : Epoch 1689 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 1085.89 ms [2021-11-22 17:02:24 main:574] : INFO : Epoch 1690 | loss: 0.031179 | val_loss: 0.0311836 | Time: 1071.49 ms [2021-11-22 17:02:25 main:574] : INFO : Epoch 1691 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1078.12 ms [2021-11-22 17:02:26 main:574] : INFO : Epoch 1692 | loss: 0.031178 | val_loss: 0.0311831 | Time: 1079.05 ms [2021-11-22 17:02:27 main:574] : INFO : Epoch 1693 | loss: 0.0311796 | val_loss: 0.0311844 | Time: 1075.41 ms [2021-11-22 17:02:28 main:574] : INFO : Epoch 1694 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1079.82 ms [2021-11-22 17:02:30 main:574] : INFO : Epoch 1695 | loss: 0.0311781 | val_loss: 0.0311858 | Time: 1075.09 ms [2021-11-22 17:02:31 main:574] : INFO : Epoch 1696 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1078.14 ms [2021-11-22 17:02:32 main:574] : INFO : Epoch 1697 | loss: 0.0311777 | val_loss: 0.0311861 | Time: 1078.28 ms [2021-11-22 17:02:33 main:574] : INFO : Epoch 1698 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 1077.38 ms [2021-11-22 17:02:34 main:574] : INFO : Epoch 1699 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 1074.5 ms [2021-11-22 17:02:35 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1089.06 ms [2021-11-22 17:02:36 main:574] : INFO : Epoch 1701 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 1075.88 ms [2021-11-22 17:02:37 main:574] : INFO : Epoch 1702 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 1077.86 ms [2021-11-22 17:02:38 main:574] : INFO : Epoch 1703 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 1076.7 ms [2021-11-22 17:02:39 main:574] : INFO : Epoch 1704 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 1078.76 ms [2021-11-22 17:02:40 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 1078.7 ms [2021-11-22 17:02:41 main:574] : INFO : Epoch 1706 | loss: 0.031179 | val_loss: 0.0311896 | Time: 1078.1 ms [2021-11-22 17:02:43 main:574] : INFO : Epoch 1707 | loss: 0.03118 | val_loss: 0.0311859 | Time: 1072.87 ms [2021-11-22 17:02:44 main:574] : INFO : Epoch 1708 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 1076.38 ms [2021-11-22 17:02:45 main:574] : INFO : Epoch 1709 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 1078.85 ms [2021-11-22 17:02:46 main:574] : INFO : Epoch 1710 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 1077.59 ms [2021-11-22 17:02:47 main:574] : INFO : Epoch 1711 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 1079.69 ms [2021-11-22 17:02:48 main:574] : INFO : Epoch 1712 | loss: 0.031177 | val_loss: 0.0311829 | Time: 1077.59 ms [2021-11-22 17:02:49 main:574] : INFO : Epoch 1713 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 1076.53 ms [2021-11-22 17:02:50 main:574] : INFO : Epoch 1714 | loss: 0.031175 | val_loss: 0.0311854 | Time: 1075.42 ms [2021-11-22 17:02:51 main:574] : INFO : Epoch 1715 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 1075.56 ms [2021-11-22 17:02:52 main:574] : INFO : Epoch 1716 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 1074.47 ms [2021-11-22 17:02:53 main:574] : INFO : Epoch 1717 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1078.69 ms [2021-11-22 17:02:54 main:574] : INFO : Epoch 1718 | loss: 0.0311767 | val_loss: 0.0311839 | Time: 1076.33 ms [2021-11-22 17:02:55 main:574] : INFO : Epoch 1719 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1079.8 ms [2021-11-22 17:02:57 main:574] : INFO : Epoch 1720 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 1077.75 ms [2021-11-22 17:02:58 main:574] : INFO : Epoch 1721 | loss: 0.0311757 | val_loss: 0.0311867 | Time: 1073.66 ms [2021-11-22 17:02:59 main:574] : INFO : Epoch 1722 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 1082.33 ms [2021-11-22 17:03:00 main:574] : INFO : Epoch 1723 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1075.25 ms [2021-11-22 17:03:01 main:574] : INFO : Epoch 1724 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1077.32 ms [2021-11-22 17:03:02 main:574] : INFO : Epoch 1725 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1081.23 ms [2021-11-22 17:03:03 main:574] : INFO : Epoch 1726 | loss: 0.031175 | val_loss: 0.0311819 | Time: 1074.89 ms [2021-11-22 17:03:04 main:574] : INFO : Epoch 1727 | loss: 0.0311745 | val_loss: 0.0311837 | Time: 1076.02 ms [2021-11-22 17:03:05 main:574] : INFO : Epoch 1728 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 1082.28 ms [2021-11-22 17:03:06 main:574] : INFO : Epoch 1729 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 1084.49 ms [2021-11-22 17:03:07 main:574] : INFO : Epoch 1730 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1076.92 ms [2021-11-22 17:03:08 main:574] : INFO : Epoch 1731 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 1080.2 ms [2021-11-22 17:03:10 main:574] : INFO : Epoch 1732 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 1074.85 ms [2021-11-22 17:03:11 main:574] : INFO : Epoch 1733 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 1079.35 ms [2021-11-22 17:03:12 main:574] : INFO : Epoch 1734 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 1074.96 ms [2021-11-22 17:03:13 main:574] : INFO : Epoch 1735 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 1080.31 ms [2021-11-22 17:03:14 main:574] : INFO : Epoch 1736 | loss: 0.0311771 | val_loss: 0.0311859 | Time: 1079.84 ms [2021-11-22 17:03:15 main:574] : INFO : Epoch 1737 | loss: 0.0311762 | val_loss: 0.031186 | Time: 1076.95 ms [2021-11-22 17:03:16 main:574] : INFO : Epoch 1738 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 1078.51 ms [2021-11-22 17:03:17 main:574] : INFO : Epoch 1739 | loss: 0.031178 | val_loss: 0.0311831 | Time: 1078.3 ms [2021-11-22 17:03:18 main:574] : INFO : Epoch 1740 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 1074.32 ms [2021-11-22 17:03:19 main:574] : INFO : Epoch 1741 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 1080.03 ms [2021-11-22 17:03:20 main:574] : INFO : Epoch 1742 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 1084.82 ms [2021-11-22 17:03:21 main:574] : INFO : Epoch 1743 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1074.08 ms [2021-11-22 17:03:23 main:574] : INFO : Epoch 1744 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 1075.94 ms [2021-11-22 17:03:24 main:574] : INFO : Epoch 1745 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 1075.15 ms [2021-11-22 17:03:25 main:574] : INFO : Epoch 1746 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 1078.54 ms [2021-11-22 17:03:26 main:574] : INFO : Epoch 1747 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1075.07 ms [2021-11-22 17:03:27 main:574] : INFO : Epoch 1748 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 1083.2 ms [2021-11-22 17:03:28 main:574] : INFO : Epoch 1749 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 1075.67 ms [2021-11-22 17:03:29 main:574] : INFO : Epoch 1750 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 1077.04 ms [2021-11-22 17:03:30 main:574] : INFO : Epoch 1751 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 1075.76 ms [2021-11-22 17:03:31 main:574] : INFO : Epoch 1752 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 1079.42 ms [2021-11-22 17:03:32 main:574] : INFO : Epoch 1753 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 1075.3 ms [2021-11-22 17:03:33 main:574] : INFO : Epoch 1754 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1077.96 ms [2021-11-22 17:03:34 main:574] : INFO : Epoch 1755 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 1080.81 ms [2021-11-22 17:03:35 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.031183 | Time: 1078.69 ms [2021-11-22 17:03:37 main:574] : INFO : Epoch 1757 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 1078.1 ms [2021-11-22 17:03:38 main:574] : INFO : Epoch 1758 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 1075.95 ms [2021-11-22 17:03:39 main:574] : INFO : Epoch 1759 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1079.66 ms [2021-11-22 17:03:40 main:574] : INFO : Epoch 1760 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 1086.93 ms [2021-11-22 17:03:41 main:574] : INFO : Epoch 1761 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1076.26 ms [2021-11-22 17:03:42 main:574] : INFO : Epoch 1762 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1077.64 ms [2021-11-22 17:03:43 main:574] : INFO : Epoch 1763 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 1080.21 ms [2021-11-22 17:03:44 main:574] : INFO : Epoch 1764 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 1077.51 ms [2021-11-22 17:03:45 main:574] : INFO : Epoch 1765 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 1081.88 ms [2021-11-22 17:03:46 main:574] : INFO : Epoch 1766 | loss: 0.0311734 | val_loss: 0.0311846 | Time: 1076.45 ms [2021-11-22 17:03:47 main:574] : INFO : Epoch 1767 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 1079.18 ms [2021-11-22 17:03:48 main:574] : INFO : Epoch 1768 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 1076.02 ms [2021-11-22 17:03:50 main:574] : INFO : Epoch 1769 | loss: 0.031173 | val_loss: 0.031179 | Time: 1073.02 ms [2021-11-22 17:03:51 main:574] : INFO : Epoch 1770 | loss: 0.0311738 | val_loss: 0.03118 | Time: 1071.97 ms [2021-11-22 17:03:52 main:574] : INFO : Epoch 1771 | loss: 0.0311718 | val_loss: 0.0311791 | Time: 1076.44 ms [2021-11-22 17:03:53 main:574] : INFO : Epoch 1772 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 1081.99 ms [2021-11-22 17:03:54 main:574] : INFO : Epoch 1773 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 1072.82 ms [2021-11-22 17:03:55 main:574] : INFO : Epoch 1774 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1081.29 ms [2021-11-22 17:03:56 main:574] : INFO : Epoch 1775 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1075.9 ms [2021-11-22 17:03:57 main:574] : INFO : Epoch 1776 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 1079.67 ms [2021-11-22 17:03:58 main:574] : INFO : Epoch 1777 | loss: 0.0311713 | val_loss: 0.031181 | Time: 1078.13 ms [2021-11-22 17:03:59 main:574] : INFO : Epoch 1778 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 1078.53 ms [2021-11-22 17:04:00 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 1075.8 ms [2021-11-22 17:04:01 main:574] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1076.79 ms [2021-11-22 17:04:02 main:574] : INFO : Epoch 1781 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 1076.74 ms [2021-11-22 17:04:04 main:574] : INFO : Epoch 1782 | loss: 0.031172 | val_loss: 0.0311836 | Time: 1077.85 ms [2021-11-22 17:04:05 main:574] : INFO : Epoch 1783 | loss: 0.03117 | val_loss: 0.03119 | Time: 1087.57 ms [2021-11-22 17:04:06 main:574] : INFO : Epoch 1784 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 1078.55 ms [2021-11-22 17:04:07 main:574] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.0311832 | Time: 1076.23 ms [2021-11-22 17:04:08 main:574] : INFO : Epoch 1786 | loss: 0.0311709 | val_loss: 0.0311826 | Time: 1076.33 ms [2021-11-22 17:04:09 main:574] : INFO : Epoch 1787 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 1079.08 ms [2021-11-22 17:04:10 main:574] : INFO : Epoch 1788 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 1075.65 ms [2021-11-22 17:04:11 main:574] : INFO : Epoch 1789 | loss: 0.0311718 | val_loss: 0.0311792 | Time: 1079.25 ms [2021-11-22 17:04:12 main:574] : INFO : Epoch 1790 | loss: 0.031171 | val_loss: 0.0311808 | Time: 1067.69 ms [2021-11-22 17:04:13 main:574] : INFO : Epoch 1791 | loss: 0.0311705 | val_loss: 0.0311857 | Time: 1079.66 ms [2021-11-22 17:04:14 main:574] : INFO : Epoch 1792 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 1077.92 ms [2021-11-22 17:04:15 main:574] : INFO : Epoch 1793 | loss: 0.0311693 | val_loss: 0.0311841 | Time: 1076.83 ms [2021-11-22 17:04:17 main:574] : INFO : Epoch 1794 | loss: 0.0311696 | val_loss: 0.0311821 | Time: 1080.77 ms [2021-11-22 17:04:18 main:574] : INFO : Epoch 1795 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 1071.68 ms [2021-11-22 17:04:19 main:574] : INFO : Epoch 1796 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 1077.96 ms [2021-11-22 17:04:20 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 1084.95 ms [2021-11-22 17:04:21 main:574] : INFO : Epoch 1798 | loss: 0.0311687 | val_loss: 0.0311826 | Time: 1079.52 ms [2021-11-22 17:04:22 main:574] : INFO : Epoch 1799 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 1071.9 ms [2021-11-22 17:04:23 main:574] : INFO : Epoch 1800 | loss: 0.0311681 | val_loss: 0.0311826 | Time: 1075.67 ms [2021-11-22 17:04:24 main:574] : INFO : Epoch 1801 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 1073.43 ms [2021-11-22 17:04:25 main:574] : INFO : Epoch 1802 | loss: 0.0311677 | val_loss: 0.031181 | Time: 1074.4 ms [2021-11-22 17:04:26 main:574] : INFO : Epoch 1803 | loss: 0.0311699 | val_loss: 0.0311813 | Time: 1072.61 ms [2021-11-22 17:04:27 main:574] : INFO : Epoch 1804 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 1086.3 ms [2021-11-22 17:04:28 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 1075.71 ms [2021-11-22 17:04:29 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.0313887 | Time: 1074.69 ms [2021-11-22 17:04:31 main:574] : INFO : Epoch 1807 | loss: 0.032987 | val_loss: 0.0316161 | Time: 1078.26 ms [2021-11-22 17:04:32 main:574] : INFO : Epoch 1808 | loss: 0.0315642 | val_loss: 0.0313497 | Time: 1082.04 ms [2021-11-22 17:04:33 main:574] : INFO : Epoch 1809 | loss: 0.0312564 | val_loss: 0.0312214 | Time: 1081 ms [2021-11-22 17:04:34 main:574] : INFO : Epoch 1810 | loss: 0.0311965 | val_loss: 0.0311878 | Time: 1076.27 ms [2021-11-22 17:04:35 main:574] : INFO : Epoch 1811 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 1078.14 ms [2021-11-22 17:04:36 main:574] : INFO : Epoch 1812 | loss: 0.0311793 | val_loss: 0.0311875 | Time: 1078.06 ms [2021-11-22 17:04:37 main:574] : INFO : Epoch 1813 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 1077.93 ms [2021-11-22 17:04:38 main:574] : INFO : Epoch 1814 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 1070.22 ms [2021-11-22 17:04:39 main:574] : INFO : Epoch 1815 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 1075.67 ms [2021-11-22 17:04:40 main:574] : INFO : Epoch 1816 | loss: 0.031175 | val_loss: 0.0311799 | Time: 1079.57 ms [2021-11-22 17:04:41 main:574] : INFO : Epoch 1817 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 1078.97 ms [2021-11-22 17:04:42 main:574] : INFO : Epoch 1818 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1080.79 ms [2021-11-22 17:04:44 main:574] : INFO : Epoch 1819 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1077.22 ms [2021-11-22 17:04:45 main:574] : INFO : Epoch 1820 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 1084.68 ms [2021-11-22 17:04:46 main:574] : INFO : Epoch 1821 | loss: 0.0311705 | val_loss: 0.031178 | Time: 1076.17 ms [2021-11-22 17:04:47 main:574] : INFO : Epoch 1822 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1082.63 ms [2021-11-22 17:04:48 main:574] : INFO : Epoch 1823 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 1077.91 ms [2021-11-22 17:04:49 main:574] : INFO : Epoch 1824 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1077.19 ms [2021-11-22 17:04:50 main:574] : INFO : Epoch 1825 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1076.99 ms [2021-11-22 17:04:51 main:574] : INFO : Epoch 1826 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 1076.84 ms [2021-11-22 17:04:52 main:574] : INFO : Epoch 1827 | loss: 0.0311685 | val_loss: 0.0311783 | Time: 1076.45 ms [2021-11-22 17:04:53 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 1073.99 ms [2021-11-22 17:04:54 main:574] : INFO : Epoch 1829 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 1078.7 ms [2021-11-22 17:04:55 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 1077.45 ms [2021-11-22 17:04:57 main:574] : INFO : Epoch 1831 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 1072.22 ms [2021-11-22 17:04:58 main:574] : INFO : Epoch 1832 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 1078.1 ms [2021-11-22 17:04:59 main:574] : INFO : Epoch 1833 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1081.99 ms [2021-11-22 17:05:00 main:574] : INFO : Epoch 1834 | loss: 0.0311667 | val_loss: 0.0311798 | Time: 1073.88 ms [2021-11-22 17:05:01 main:574] : INFO : Epoch 1835 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 1082.77 ms [2021-11-22 17:05:02 main:574] : INFO : Epoch 1836 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 1072.77 ms [2021-11-22 17:05:03 main:574] : INFO : Epoch 1837 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 1078.34 ms [2021-11-22 17:05:04 main:574] : INFO : Epoch 1838 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 1072.21 ms [2021-11-22 17:05:05 main:574] : INFO : Epoch 1839 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 1081.7 ms [2021-11-22 17:05:06 main:574] : INFO : Epoch 1840 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 1079.88 ms [2021-11-22 17:05:07 main:574] : INFO : Epoch 1841 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 1076.63 ms [2021-11-22 17:05:08 main:574] : INFO : Epoch 1842 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 1076.44 ms [2021-11-22 17:05:09 main:574] : INFO : Epoch 1843 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 1076.68 ms [2021-11-22 17:05:11 main:574] : INFO : Epoch 1844 | loss: 0.0311677 | val_loss: 0.031179 | Time: 1076.93 ms [2021-11-22 17:05:12 main:574] : INFO : Epoch 1845 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 1080.56 ms [2021-11-22 17:05:13 main:574] : INFO : Epoch 1846 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 1070.19 ms [2021-11-22 17:05:14 main:574] : INFO : Epoch 1847 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 1079.02 ms [2021-11-22 17:05:15 main:574] : INFO : Epoch 1848 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 1083.71 ms [2021-11-22 17:05:16 main:574] : INFO : Epoch 1849 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 1082.12 ms [2021-11-22 17:05:17 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 1078.42 ms [2021-11-22 17:05:18 main:574] : INFO : Epoch 1851 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 1084.26 ms [2021-11-22 17:05:19 main:574] : INFO : Epoch 1852 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 1077.83 ms [2021-11-22 17:05:20 main:574] : INFO : Epoch 1853 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1081.28 ms [2021-11-22 17:05:21 main:574] : INFO : Epoch 1854 | loss: 0.03117 | val_loss: 0.0311787 | Time: 1072.54 ms [2021-11-22 17:05:22 main:574] : INFO : Epoch 1855 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1095.98 ms [2021-11-22 17:05:24 main:574] : INFO : Epoch 1856 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 1075.18 ms [2021-11-22 17:05:25 main:574] : INFO : Epoch 1857 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1083.26 ms [2021-11-22 17:05:26 main:574] : INFO : Epoch 1858 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1077.31 ms [2021-11-22 17:05:27 main:574] : INFO : Epoch 1859 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 1073.82 ms [2021-11-22 17:05:28 main:574] : INFO : Epoch 1860 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1078.89 ms [2021-11-22 17:05:29 main:574] : INFO : Epoch 1861 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1078.43 ms [2021-11-22 17:05:30 main:574] : INFO : Epoch 1862 | loss: 0.0311687 | val_loss: 0.031179 | Time: 1078.38 ms [2021-11-22 17:05:31 main:574] : INFO : Epoch 1863 | loss: 0.0311661 | val_loss: 0.0311768 | Time: 1079.52 ms [2021-11-22 17:05:32 main:574] : INFO : Epoch 1864 | loss: 0.0311655 | val_loss: 0.031178 | Time: 1072.85 ms [2021-11-22 17:05:33 main:574] : INFO : Epoch 1865 | loss: 0.0311663 | val_loss: 0.031178 | Time: 1077.16 ms [2021-11-22 17:05:34 main:574] : INFO : Epoch 1866 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1081.79 ms [2021-11-22 17:05:35 main:574] : INFO : Epoch 1867 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 1077.26 ms [2021-11-22 17:05:37 main:574] : INFO : Epoch 1868 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1076.8 ms [2021-11-22 17:05:38 main:574] : INFO : Epoch 1869 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 1088.03 ms [2021-11-22 17:05:39 main:574] : INFO : Epoch 1870 | loss: 0.0311645 | val_loss: 0.0311802 | Time: 1078.91 ms [2021-11-22 17:05:40 main:574] : INFO : Epoch 1871 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 1078.16 ms [2021-11-22 17:05:41 main:574] : INFO : Epoch 1872 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 1080.98 ms [2021-11-22 17:05:42 main:574] : INFO : Epoch 1873 | loss: 0.0311642 | val_loss: 0.0311808 | Time: 1078.78 ms [2021-11-22 17:05:43 main:574] : INFO : Epoch 1874 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 1077.9 ms [2021-11-22 17:05:44 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 1079.35 ms [2021-11-22 17:05:45 main:574] : INFO : Epoch 1876 | loss: 0.0311631 | val_loss: 0.0311812 | Time: 1077.58 ms [2021-11-22 17:05:46 main:574] : INFO : Epoch 1877 | loss: 0.031165 | val_loss: 0.0311785 | Time: 1073.17 ms [2021-11-22 17:05:47 main:574] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311787 | Time: 1084.8 ms [2021-11-22 17:05:48 main:574] : INFO : Epoch 1879 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 1086.18 ms [2021-11-22 17:05:50 main:574] : INFO : Epoch 1880 | loss: 0.0311652 | val_loss: 0.031182 | Time: 1073.47 ms [2021-11-22 17:05:51 main:574] : INFO : Epoch 1881 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 1076.38 ms [2021-11-22 17:05:52 main:574] : INFO : Epoch 1882 | loss: 0.0311665 | val_loss: 0.0311785 | Time: 1076.31 ms [2021-11-22 17:05:53 main:574] : INFO : Epoch 1883 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1084.27 ms [2021-11-22 17:05:54 main:574] : INFO : Epoch 1884 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1072.12 ms [2021-11-22 17:05:55 main:574] : INFO : Epoch 1885 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1078.81 ms [2021-11-22 17:05:56 main:574] : INFO : Epoch 1886 | loss: 0.03117 | val_loss: 0.0311804 | Time: 1076.85 ms [2021-11-22 17:05:57 main:574] : INFO : Epoch 1887 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 1076.77 ms [2021-11-22 17:05:58 main:574] : INFO : Epoch 1888 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1084.01 ms [2021-11-22 17:05:59 main:574] : INFO : Epoch 1889 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1076.72 ms [2021-11-22 17:06:00 main:574] : INFO : Epoch 1890 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 1088.14 ms [2021-11-22 17:06:01 main:574] : INFO : Epoch 1891 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 1078.22 ms [2021-11-22 17:06:03 main:574] : INFO : Epoch 1892 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 1090.47 ms [2021-11-22 17:06:04 main:574] : INFO : Epoch 1893 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 1075.89 ms [2021-11-22 17:06:05 main:574] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 1073.73 ms [2021-11-22 17:06:06 main:574] : INFO : Epoch 1895 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1077.37 ms [2021-11-22 17:06:07 main:574] : INFO : Epoch 1896 | loss: 0.0311656 | val_loss: 0.0311801 | Time: 1083.61 ms [2021-11-22 17:06:08 main:574] : INFO : Epoch 1897 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 1071.85 ms [2021-11-22 17:06:09 main:574] : INFO : Epoch 1898 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 1081.27 ms [2021-11-22 17:06:10 main:574] : INFO : Epoch 1899 | loss: 0.0311672 | val_loss: 0.0311803 | Time: 1076.67 ms [2021-11-22 17:06:11 main:574] : INFO : Epoch 1900 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 1075.66 ms [2021-11-22 17:06:12 main:574] : INFO : Epoch 1901 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 1081.26 ms [2021-11-22 17:06:13 main:574] : INFO : Epoch 1902 | loss: 0.0311664 | val_loss: 0.0311811 | Time: 1077 ms [2021-11-22 17:06:14 main:574] : INFO : Epoch 1903 | loss: 0.031165 | val_loss: 0.0311795 | Time: 1079.66 ms [2021-11-22 17:06:15 main:574] : INFO : Epoch 1904 | loss: 0.0311654 | val_loss: 0.0311819 | Time: 1071.97 ms [2021-11-22 17:06:17 main:574] : INFO : Epoch 1905 | loss: 0.0311659 | val_loss: 0.0311806 | Time: 1077.08 ms [2021-11-22 17:06:18 main:574] : INFO : Epoch 1906 | loss: 0.0311672 | val_loss: 0.0311815 | Time: 1078.77 ms [2021-11-22 17:06:19 main:574] : INFO : Epoch 1907 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 1076.72 ms [2021-11-22 17:06:20 main:574] : INFO : Epoch 1908 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 1076.22 ms [2021-11-22 17:06:21 main:574] : INFO : Epoch 1909 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 1078.25 ms [2021-11-22 17:06:22 main:574] : INFO : Epoch 1910 | loss: 0.0311668 | val_loss: 0.03118 | Time: 1083.85 ms [2021-11-22 17:06:23 main:574] : INFO : Epoch 1911 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 1082.59 ms [2021-11-22 17:06:24 main:574] : INFO : Epoch 1912 | loss: 0.0311646 | val_loss: 0.0311808 | Time: 1078.01 ms [2021-11-22 17:06:25 main:574] : INFO : Epoch 1913 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1075.65 ms [2021-11-22 17:06:26 main:574] : INFO : Epoch 1914 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 1096.28 ms [2021-11-22 17:06:27 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311789 | Time: 1076.97 ms [2021-11-22 17:06:28 main:574] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 1093.75 ms [2021-11-22 17:06:30 main:574] : INFO : Epoch 1917 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1074.32 ms [2021-11-22 17:06:31 main:574] : INFO : Epoch 1918 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1088.74 ms [2021-11-22 17:06:32 main:574] : INFO : Epoch 1919 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1075.49 ms [2021-11-22 17:06:33 main:574] : INFO : Epoch 1920 | loss: 0.03117 | val_loss: 0.0311803 | Time: 1080.29 ms [2021-11-22 17:06:34 main:574] : INFO : Epoch 1921 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1076.15 ms [2021-11-22 17:06:35 main:574] : INFO : Epoch 1922 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 1079.25 ms [2021-11-22 17:06:36 main:574] : INFO : Epoch 1923 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1077.38 ms [2021-11-22 17:06:37 main:574] : INFO : Epoch 1924 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1079.64 ms [2021-11-22 17:06:38 main:574] : INFO : Epoch 1925 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 1076.9 ms [2021-11-22 17:06:39 main:574] : INFO : Epoch 1926 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 1083.07 ms [2021-11-22 17:06:40 main:574] : INFO : Epoch 1927 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1073.71 ms [2021-11-22 17:06:41 main:574] : INFO : Epoch 1928 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1077.2 ms [2021-11-22 17:06:43 main:574] : INFO : Epoch 1929 | loss: 0.0311696 | val_loss: 0.0311782 | Time: 1077.46 ms [2021-11-22 17:06:44 main:574] : INFO : Epoch 1930 | loss: 0.0311695 | val_loss: 0.031177 | Time: 1077.19 ms [2021-11-22 17:06:45 main:574] : INFO : Epoch 1931 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 1077.56 ms [2021-11-22 17:06:46 main:574] : INFO : Epoch 1932 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 1088.2 ms [2021-11-22 17:06:47 main:574] : INFO : Epoch 1933 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 1076.31 ms [2021-11-22 17:06:48 main:574] : INFO : Epoch 1934 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1077.53 ms [2021-11-22 17:06:49 main:574] : INFO : Epoch 1935 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1087.33 ms [2021-11-22 17:06:50 main:574] : INFO : Epoch 1936 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1076.66 ms [2021-11-22 17:06:51 main:574] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1076.21 ms [2021-11-22 17:06:52 main:574] : INFO : Epoch 1938 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 1077.51 ms [2021-11-22 17:06:53 main:574] : INFO : Epoch 1939 | loss: 0.0311686 | val_loss: 0.0311851 | Time: 1079.23 ms [2021-11-22 17:06:54 main:574] : INFO : Epoch 1940 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1082.09 ms [2021-11-22 17:06:56 main:574] : INFO : Epoch 1941 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 1075.99 ms [2021-11-22 17:06:57 main:574] : INFO : Epoch 1942 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 1073.01 ms [2021-11-22 17:06:58 main:574] : INFO : Epoch 1943 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 1077.64 ms [2021-11-22 17:06:59 main:574] : INFO : Epoch 1944 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1066.64 ms [2021-11-22 17:07:00 main:574] : INFO : Epoch 1945 | loss: 0.0311678 | val_loss: 0.0311768 | Time: 1076.34 ms [2021-11-22 17:07:01 main:574] : INFO : Epoch 1946 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 1076.76 ms [2021-11-22 17:07:02 main:574] : INFO : Epoch 1947 | loss: 0.0311696 | val_loss: 0.0311772 | Time: 1072.8 ms [2021-11-22 17:07:03 main:574] : INFO : Epoch 1948 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 1078.17 ms [2021-11-22 17:07:04 main:574] : INFO : Epoch 1949 | loss: 0.0311696 | val_loss: 0.031183 | Time: 1084.55 ms [2021-11-22 17:07:05 main:574] : INFO : Epoch 1950 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1079.14 ms [2021-11-22 17:07:06 main:574] : INFO : Epoch 1951 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 1089.98 ms [2021-11-22 17:07:07 main:574] : INFO : Epoch 1952 | loss: 0.031168 | val_loss: 0.0311776 | Time: 1073.69 ms [2021-11-22 17:07:08 main:574] : INFO : Epoch 1953 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 1085.55 ms [2021-11-22 17:07:10 main:574] : INFO : Epoch 1954 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 1075.04 ms [2021-11-22 17:07:11 main:574] : INFO : Epoch 1955 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1079.91 ms [2021-11-22 17:07:12 main:574] : INFO : Epoch 1956 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 1077.44 ms [2021-11-22 17:07:13 main:574] : INFO : Epoch 1957 | loss: 0.031172 | val_loss: 0.0311763 | Time: 1094.94 ms [2021-11-22 17:07:14 main:574] : INFO : Epoch 1958 | loss: 0.0311715 | val_loss: 0.031181 | Time: 1075.42 ms [2021-11-22 17:07:15 main:574] : INFO : Epoch 1959 | loss: 0.0311733 | val_loss: 0.031176 | Time: 1078.16 ms [2021-11-22 17:07:16 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 1077.89 ms [2021-11-22 17:07:17 main:574] : INFO : Epoch 1961 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 1077.51 ms [2021-11-22 17:07:18 main:574] : INFO : Epoch 1962 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1081.93 ms [2021-11-22 17:07:19 main:574] : INFO : Epoch 1963 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1076.75 ms [2021-11-22 17:07:20 main:574] : INFO : Epoch 1964 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 1076.6 ms [2021-11-22 17:07:21 main:574] : INFO : Epoch 1965 | loss: 0.0311677 | val_loss: 0.031178 | Time: 1076.1 ms [2021-11-22 17:07:23 main:574] : INFO : Epoch 1966 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 1082.31 ms [2021-11-22 17:07:24 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.031178 | Time: 1079.65 ms [2021-11-22 17:07:25 main:574] : INFO : Epoch 1968 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 1073.32 ms [2021-11-22 17:07:26 main:574] : INFO : Epoch 1969 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 1076.33 ms [2021-11-22 17:07:27 main:574] : INFO : Epoch 1970 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1074.62 ms [2021-11-22 17:07:28 main:574] : INFO : Epoch 1971 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 1073.61 ms [2021-11-22 17:07:29 main:574] : INFO : Epoch 1972 | loss: 0.0311646 | val_loss: 0.0311745 | Time: 1079.2 ms [2021-11-22 17:07:30 main:574] : INFO : Epoch 1973 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 1068.16 ms [2021-11-22 17:07:31 main:574] : INFO : Epoch 1974 | loss: 0.0311659 | val_loss: 0.0311733 | Time: 1076.72 ms [2021-11-22 17:07:32 main:574] : INFO : Epoch 1975 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1092.72 ms [2021-11-22 17:07:33 main:574] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1077.29 ms [2021-11-22 17:07:34 main:574] : INFO : Epoch 1977 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1075.11 ms [2021-11-22 17:07:36 main:574] : INFO : Epoch 1978 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 1077.21 ms [2021-11-22 17:07:37 main:574] : INFO : Epoch 1979 | loss: 0.031164 | val_loss: 0.0311729 | Time: 1077.62 ms [2021-11-22 17:07:38 main:574] : INFO : Epoch 1980 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1075.19 ms [2021-11-22 17:07:39 main:574] : INFO : Epoch 1981 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 1087.31 ms [2021-11-22 17:07:40 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 1074.84 ms [2021-11-22 17:07:41 main:574] : INFO : Epoch 1983 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 1073.4 ms [2021-11-22 17:07:42 main:574] : INFO : Epoch 1984 | loss: 0.031179 | val_loss: 0.0311788 | Time: 1081.4 ms [2021-11-22 17:07:43 main:574] : INFO : Epoch 1985 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 1075.51 ms [2021-11-22 17:07:44 main:574] : INFO : Epoch 1986 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 1078.58 ms [2021-11-22 17:07:45 main:574] : INFO : Epoch 1987 | loss: 0.0311777 | val_loss: 0.0311775 | Time: 1084.77 ms [2021-11-22 17:07:46 main:574] : INFO : Epoch 1988 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 1080.51 ms [2021-11-22 17:07:47 main:574] : INFO : Epoch 1989 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 1079.25 ms [2021-11-22 17:07:48 main:574] : INFO : Epoch 1990 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 1073.94 ms [2021-11-22 17:07:50 main:574] : INFO : Epoch 1991 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1073.56 ms [2021-11-22 17:07:51 main:574] : INFO : Epoch 1992 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1076.29 ms [2021-11-22 17:07:52 main:574] : INFO : Epoch 1993 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1073.84 ms [2021-11-22 17:07:53 main:574] : INFO : Epoch 1994 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 1075.8 ms [2021-11-22 17:07:54 main:574] : INFO : Epoch 1995 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 1086.07 ms [2021-11-22 17:07:55 main:574] : INFO : Epoch 1996 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1071.87 ms [2021-11-22 17:07:56 main:574] : INFO : Epoch 1997 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1076.63 ms [2021-11-22 17:07:57 main:574] : INFO : Epoch 1998 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 1075.95 ms [2021-11-22 17:07:58 main:574] : INFO : Epoch 1999 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 1078.7 ms [2021-11-22 17:07:59 main:574] : INFO : Epoch 2000 | loss: 0.0311762 | val_loss: 0.0311843 | Time: 1080.66 ms [2021-11-22 17:08:00 main:574] : INFO : Epoch 2001 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1077.73 ms [2021-11-22 17:08:01 main:574] : INFO : Epoch 2002 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1085.76 ms [2021-11-22 17:08:03 main:574] : INFO : Epoch 2003 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 1075.3 ms [2021-11-22 17:08:04 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 1075.54 ms [2021-11-22 17:08:05 main:574] : INFO : Epoch 2005 | loss: 0.0311751 | val_loss: 0.0311846 | Time: 1077.27 ms [2021-11-22 17:08:06 main:574] : INFO : Epoch 2006 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1080.27 ms [2021-11-22 17:08:07 main:574] : INFO : Epoch 2007 | loss: 0.0311732 | val_loss: 0.0311814 | Time: 1073.87 ms [2021-11-22 17:08:08 main:574] : INFO : Epoch 2008 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 1080.43 ms [2021-11-22 17:08:09 main:574] : INFO : Epoch 2009 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 1075.9 ms [2021-11-22 17:08:10 main:574] : INFO : Epoch 2010 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 1080.13 ms [2021-11-22 17:08:11 main:574] : INFO : Epoch 2011 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 1075.84 ms [2021-11-22 17:08:12 main:574] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311882 | Time: 1075.89 ms [2021-11-22 17:08:13 main:574] : INFO : Epoch 2013 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 1077.59 ms [2021-11-22 17:08:14 main:574] : INFO : Epoch 2014 | loss: 0.0311728 | val_loss: 0.031187 | Time: 1079.56 ms [2021-11-22 17:08:16 main:574] : INFO : Epoch 2015 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 1079.91 ms [2021-11-22 17:08:17 main:574] : INFO : Epoch 2016 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 1077.37 ms [2021-11-22 17:08:18 main:574] : INFO : Epoch 2017 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1079.78 ms [2021-11-22 17:08:19 main:574] : INFO : Epoch 2018 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1076.28 ms [2021-11-22 17:08:20 main:574] : INFO : Epoch 2019 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1079.11 ms [2021-11-22 17:08:21 main:574] : INFO : Epoch 2020 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 1077.92 ms [2021-11-22 17:08:22 main:574] : INFO : Epoch 2021 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 1075.08 ms [2021-11-22 17:08:23 main:574] : INFO : Epoch 2022 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 1074.98 ms [2021-11-22 17:08:24 main:574] : INFO : Epoch 2023 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 1077.78 ms [2021-11-22 17:08:25 main:574] : INFO : Epoch 2024 | loss: 0.03118 | val_loss: 0.0311841 | Time: 1073.61 ms [2021-11-22 17:08:26 main:574] : INFO : Epoch 2025 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 1077.22 ms [2021-11-22 17:08:27 main:574] : INFO : Epoch 2026 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 1086.66 ms [2021-11-22 17:08:28 main:574] : INFO : Epoch 2027 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 1075.98 ms [2021-11-22 17:08:30 main:574] : INFO : Epoch 2028 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1079.43 ms [2021-11-22 17:08:31 main:574] : INFO : Epoch 2029 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 1074.29 ms [2021-11-22 17:08:32 main:574] : INFO : Epoch 2030 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 1077.76 ms [2021-11-22 17:08:33 main:574] : INFO : Epoch 2031 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1071.73 ms [2021-11-22 17:08:34 main:574] : INFO : Epoch 2032 | loss: 0.0311722 | val_loss: 0.0311783 | Time: 1077.3 ms [2021-11-22 17:08:35 main:574] : INFO : Epoch 2033 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1073.81 ms [2021-11-22 17:08:36 main:574] : INFO : Epoch 2034 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1075.63 ms [2021-11-22 17:08:37 main:574] : INFO : Epoch 2035 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 1077.03 ms [2021-11-22 17:08:38 main:574] : INFO : Epoch 2036 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1079.6 ms [2021-11-22 17:08:39 main:574] : INFO : Epoch 2037 | loss: 0.0311691 | val_loss: 0.0311748 | Time: 1093.19 ms [2021-11-22 17:08:40 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.031177 | Time: 1076.7 ms [2021-11-22 17:08:41 main:574] : INFO : Epoch 2039 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1079.18 ms [2021-11-22 17:08:43 main:574] : INFO : Epoch 2040 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1078.14 ms [2021-11-22 17:08:44 main:574] : INFO : Epoch 2041 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 1075.72 ms [2021-11-22 17:08:45 main:574] : INFO : Epoch 2042 | loss: 0.031168 | val_loss: 0.0311803 | Time: 1083.09 ms [2021-11-22 17:08:46 main:574] : INFO : Epoch 2043 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1079.17 ms [2021-11-22 17:08:47 main:574] : INFO : Epoch 2044 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1083.02 ms [2021-11-22 17:08:48 main:574] : INFO : Epoch 2045 | loss: 0.0311664 | val_loss: 0.0311772 | Time: 1073.15 ms [2021-11-22 17:08:49 main:574] : INFO : Epoch 2046 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 1088.15 ms [2021-11-22 17:08:50 main:574] : INFO : Epoch 2047 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 1074.28 ms [2021-11-22 17:08:51 main:574] : INFO : Epoch 2048 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1085.62 ms [2021-11-22 17:08:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311746 [2021-11-22 17:08:51 main:603] : INFO : Saving end state to config to file [2021-11-22 17:08:51 main:608] : INFO : Success, exiting.. 17:08:51 (3596): 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)