Task 14621364
| Name | ParityModified-1647045916-4398-3-0_0 |
| Workunit | 11639320 |
| Created | 15 Apr 2022, 4:38:02 UTC |
| Sent | 15 Apr 2022, 4:38:20 UTC |
| Report deadline | 23 Apr 2022, 4:38:20 UTC |
| Received | 15 Apr 2022, 5:18:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 40 min 2 sec |
| CPU time | 37 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 1089.34 ms
[2022-04-14 22:08:41 main:574] : INFO : Epoch 1543 | loss: 0.0311952 | val_loss: 0.0311989 | Time: 1088.46 ms
[2022-04-14 22:08:42 main:574] : INFO : Epoch 1544 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 1088.49 ms
[2022-04-14 22:08:43 main:574] : INFO : Epoch 1545 | loss: 0.0311924 | val_loss: 0.0311966 | Time: 1088.96 ms
[2022-04-14 22:08:45 main:574] : INFO : Epoch 1546 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 1089.19 ms
[2022-04-14 22:08:46 main:574] : INFO : Epoch 1547 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 1083.48 ms
[2022-04-14 22:08:47 main:574] : INFO : Epoch 1548 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 1086.06 ms
[2022-04-14 22:08:48 main:574] : INFO : Epoch 1549 | loss: 0.0311903 | val_loss: 0.0311949 | Time: 1089.3 ms
[2022-04-14 22:08:49 main:574] : INFO : Epoch 1550 | loss: 0.0311902 | val_loss: 0.0311938 | Time: 1095.04 ms
[2022-04-14 22:08:50 main:574] : INFO : Epoch 1551 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 1084.38 ms
[2022-04-14 22:08:52 main:574] : INFO : Epoch 1552 | loss: 0.0311884 | val_loss: 0.0311964 | Time: 1089.71 ms
[2022-04-14 22:08:53 main:574] : INFO : Epoch 1553 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 1090.2 ms
[2022-04-14 22:08:54 main:574] : INFO : Epoch 1554 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 1083.9 ms
[2022-04-14 22:08:55 main:574] : INFO : Epoch 1555 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 1085.73 ms
[2022-04-14 22:08:56 main:574] : INFO : Epoch 1556 | loss: 0.0311921 | val_loss: 0.0312059 | Time: 1083.83 ms
[2022-04-14 22:08:57 main:574] : INFO : Epoch 1557 | loss: 0.0311911 | val_loss: 0.031197 | Time: 1085.95 ms
[2022-04-14 22:08:59 main:574] : INFO : Epoch 1558 | loss: 0.0311883 | val_loss: 0.0311979 | Time: 1088.28 ms
[2022-04-14 22:09:00 main:574] : INFO : Epoch 1559 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 1090.14 ms
[2022-04-14 22:09:01 main:574] : INFO : Epoch 1560 | loss: 0.0311878 | val_loss: 0.0311986 | Time: 1087.5 ms
[2022-04-14 22:09:02 main:574] : INFO : Epoch 1561 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 1088.95 ms
[2022-04-14 22:09:03 main:574] : INFO : Epoch 1562 | loss: 0.031188 | val_loss: 0.0311992 | Time: 1084.95 ms
[2022-04-14 22:09:04 main:574] : INFO : Epoch 1563 | loss: 0.0311889 | val_loss: 0.0311944 | Time: 1090.92 ms
[2022-04-14 22:09:06 main:574] : INFO : Epoch 1564 | loss: 0.0311882 | val_loss: 0.031193 | Time: 1085.35 ms
[2022-04-14 22:09:07 main:574] : INFO : Epoch 1565 | loss: 0.0311867 | val_loss: 0.0311944 | Time: 1086.31 ms
[2022-04-14 22:09:08 main:574] : INFO : Epoch 1566 | loss: 0.0311882 | val_loss: 0.0311989 | Time: 1085.63 ms
[2022-04-14 22:09:09 main:574] : INFO : Epoch 1567 | loss: 0.0311873 | val_loss: 0.0311951 | Time: 1090.46 ms
[2022-04-14 22:09:10 main:574] : INFO : Epoch 1568 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 1083.5 ms
[2022-04-14 22:09:11 main:574] : INFO : Epoch 1569 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 1090.7 ms
[2022-04-14 22:09:13 main:574] : INFO : Epoch 1570 | loss: 0.0311888 | val_loss: 0.0311946 | Time: 1086.33 ms
[2022-04-14 22:09:14 main:574] : INFO : Epoch 1571 | loss: 0.0311858 | val_loss: 0.031195 | Time: 1089.09 ms
[2022-04-14 22:09:15 main:574] : INFO : Epoch 1572 | loss: 0.0311861 | val_loss: 0.031195 | Time: 1083.41 ms
[2022-04-14 22:09:16 main:574] : INFO : Epoch 1573 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 1083.77 ms
[2022-04-14 22:09:17 main:574] : INFO : Epoch 1574 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 1086.34 ms
[2022-04-14 22:09:18 main:574] : INFO : Epoch 1575 | loss: 0.0311882 | val_loss: 0.0311936 | Time: 1085.3 ms
[2022-04-14 22:09:20 main:574] : INFO : Epoch 1576 | loss: 0.0311859 | val_loss: 0.0311927 | Time: 1085.26 ms
[2022-04-14 22:09:21 main:574] : INFO : Epoch 1577 | loss: 0.0311842 | val_loss: 0.0311952 | Time: 1083.71 ms
[2022-04-14 22:09:22 main:574] : INFO : Epoch 1578 | loss: 0.031185 | val_loss: 0.0311962 | Time: 1086.44 ms
[2022-04-14 22:09:23 main:574] : INFO : Epoch 1579 | loss: 0.0311868 | val_loss: 0.0311946 | Time: 1091.71 ms
[2022-04-14 22:09:24 main:574] : INFO : Epoch 1580 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 1080.18 ms
[2022-04-14 22:09:25 main:574] : INFO : Epoch 1581 | loss: 0.0311866 | val_loss: 0.0311946 | Time: 1086.65 ms
[2022-04-14 22:09:27 main:574] : INFO : Epoch 1582 | loss: 0.0311866 | val_loss: 0.0311919 | Time: 1089.31 ms
[2022-04-14 22:09:28 main:574] : INFO : Epoch 1583 | loss: 0.0311871 | val_loss: 0.0311911 | Time: 1087.73 ms
[2022-04-14 22:09:29 main:574] : INFO : Epoch 1584 | loss: 0.031185 | val_loss: 0.031191 | Time: 1091.63 ms
[2022-04-14 22:09:30 main:574] : INFO : Epoch 1585 | loss: 0.0311843 | val_loss: 0.0311902 | Time: 1086.8 ms
[2022-04-14 22:09:31 main:574] : INFO : Epoch 1586 | loss: 0.031184 | val_loss: 0.0311911 | Time: 1091.53 ms
[2022-04-14 22:09:32 main:574] : INFO : Epoch 1587 | loss: 0.031184 | val_loss: 0.0311931 | Time: 1085.81 ms
[2022-04-14 22:09:33 main:574] : INFO : Epoch 1588 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 1089.19 ms
[2022-04-14 22:09:35 main:574] : INFO : Epoch 1589 | loss: 0.0311828 | val_loss: 0.031191 | Time: 1086.46 ms
[2022-04-14 22:09:36 main:574] : INFO : Epoch 1590 | loss: 0.0311844 | val_loss: 0.031193 | Time: 1090.42 ms
[2022-04-14 22:09:37 main:574] : INFO : Epoch 1591 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 1083.66 ms
[2022-04-14 22:09:38 main:574] : INFO : Epoch 1592 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 1090.33 ms
[2022-04-14 22:09:39 main:574] : INFO : Epoch 1593 | loss: 0.031182 | val_loss: 0.0311898 | Time: 1088.13 ms
[2022-04-14 22:09:41 main:574] : INFO : Epoch 1594 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 1088.4 ms
[2022-04-14 22:09:42 main:574] : INFO : Epoch 1595 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 1093.15 ms
[2022-04-14 22:09:43 main:574] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311901 | Time: 1086.85 ms
[2022-04-14 22:09:44 main:574] : INFO : Epoch 1597 | loss: 0.0311807 | val_loss: 0.0311902 | Time: 1088.63 ms
[2022-04-14 22:09:45 main:574] : INFO : Epoch 1598 | loss: 0.0311816 | val_loss: 0.0311908 | Time: 1082 ms
[2022-04-14 22:09:46 main:574] : INFO : Epoch 1599 | loss: 0.0311811 | val_loss: 0.0311909 | Time: 1096.08 ms
[2022-04-14 22:09:48 main:574] : INFO : Epoch 1600 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 1088.4 ms
[2022-04-14 22:09:49 main:574] : INFO : Epoch 1601 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 1087.56 ms
[2022-04-14 22:09:50 main:574] : INFO : Epoch 1602 | loss: 0.031182 | val_loss: 0.0311961 | Time: 1082.71 ms
[2022-04-14 22:09:51 main:574] : INFO : Epoch 1603 | loss: 0.0311832 | val_loss: 0.0311905 | Time: 1080.31 ms
[2022-04-14 22:09:52 main:574] : INFO : Epoch 1604 | loss: 0.0311808 | val_loss: 0.0311912 | Time: 1087.14 ms
[2022-04-14 22:09:53 main:574] : INFO : Epoch 1605 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1089.69 ms
[2022-04-14 22:09:55 main:574] : INFO : Epoch 1606 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 1090.41 ms
[2022-04-14 22:09:56 main:574] : INFO : Epoch 1607 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 1086.36 ms
[2022-04-14 22:09:57 main:574] : INFO : Epoch 1608 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 1089.66 ms
[2022-04-14 22:09:58 main:574] : INFO : Epoch 1609 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1088.27 ms
[2022-04-14 22:09:59 main:574] : INFO : Epoch 1610 | loss: 0.031181 | val_loss: 0.0311888 | Time: 1086.81 ms
[2022-04-14 22:10:00 main:574] : INFO : Epoch 1611 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 1086.82 ms
[2022-04-14 22:10:02 main:574] : INFO : Epoch 1612 | loss: 0.0311805 | val_loss: 0.0311896 | Time: 1086.26 ms
[2022-04-14 22:10:03 main:574] : INFO : Epoch 1613 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 1094.81 ms
[2022-04-14 22:10:04 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 1086.97 ms
[2022-04-14 22:10:05 main:574] : INFO : Epoch 1615 | loss: 0.031181 | val_loss: 0.0311874 | Time: 1087.74 ms
[2022-04-14 22:10:06 main:574] : INFO : Epoch 1616 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 1081.46 ms
[2022-04-14 22:10:07 main:574] : INFO : Epoch 1617 | loss: 0.0311798 | val_loss: 0.0311889 | Time: 1085.96 ms
[2022-04-14 22:10:08 main:574] : INFO : Epoch 1618 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 1084.6 ms
[2022-04-14 22:10:10 main:574] : INFO : Epoch 1619 | loss: 0.0311805 | val_loss: 0.0311902 | Time: 1087.79 ms
[2022-04-14 22:10:11 main:574] : INFO : Epoch 1620 | loss: 0.031181 | val_loss: 0.0311842 | Time: 1085.91 ms
[2022-04-14 22:10:12 main:574] : INFO : Epoch 1621 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1089.75 ms
[2022-04-14 22:10:13 main:574] : INFO : Epoch 1622 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 1088.55 ms
[2022-04-14 22:10:14 main:574] : INFO : Epoch 1623 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 1092.38 ms
[2022-04-14 22:10:15 main:574] : INFO : Epoch 1624 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 1087.09 ms
[2022-04-14 22:10:17 main:574] : INFO : Epoch 1625 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1090.67 ms
[2022-04-14 22:10:18 main:574] : INFO : Epoch 1626 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 1081.32 ms
[2022-04-14 22:10:19 main:574] : INFO : Epoch 1627 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 1086.61 ms
[2022-04-14 22:10:20 main:574] : INFO : Epoch 1628 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 1092.24 ms
[2022-04-14 22:10:21 main:574] : INFO : Epoch 1629 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1077.39 ms
[2022-04-14 22:10:22 main:574] : INFO : Epoch 1630 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 1091.32 ms
[2022-04-14 22:10:24 main:574] : INFO : Epoch 1631 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1088.37 ms
[2022-04-14 22:10:25 main:574] : INFO : Epoch 1632 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 1093.83 ms
[2022-04-14 22:10:26 main:574] : INFO : Epoch 1633 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 1088.7 ms
[2022-04-14 22:10:27 main:574] : INFO : Epoch 1634 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 1092.53 ms
[2022-04-14 22:10:28 main:574] : INFO : Epoch 1635 | loss: 0.0311798 | val_loss: 0.031186 | Time: 1087.06 ms
[2022-04-14 22:10:29 main:574] : INFO : Epoch 1636 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 1090.85 ms
[2022-04-14 22:10:31 main:574] : INFO : Epoch 1637 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 1085.83 ms
[2022-04-14 22:10:32 main:574] : INFO : Epoch 1638 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 1093.72 ms
[2022-04-14 22:10:33 main:574] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1086.37 ms
[2022-04-14 22:10:34 main:574] : INFO : Epoch 1640 | loss: 0.031179 | val_loss: 0.0311841 | Time: 1094.6 ms
[2022-04-14 22:10:35 main:574] : INFO : Epoch 1641 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 1090.42 ms
[2022-04-14 22:10:36 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1093.35 ms
[2022-04-14 22:10:38 main:574] : INFO : Epoch 1643 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 1086.66 ms
[2022-04-14 22:10:39 main:574] : INFO : Epoch 1644 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 1090.06 ms
[2022-04-14 22:10:40 main:574] : INFO : Epoch 1645 | loss: 0.0311786 | val_loss: 0.0311963 | Time: 1086.67 ms
[2022-04-14 22:10:41 main:574] : INFO : Epoch 1646 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 1091.63 ms
[2022-04-14 22:10:42 main:574] : INFO : Epoch 1647 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 1085.53 ms
[2022-04-14 22:10:43 main:574] : INFO : Epoch 1648 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 1088.5 ms
[2022-04-14 22:10:45 main:574] : INFO : Epoch 1649 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 1085.84 ms
[2022-04-14 22:10:46 main:574] : INFO : Epoch 1650 | loss: 0.0311816 | val_loss: 0.031183 | Time: 1085.51 ms
[2022-04-14 22:10:47 main:574] : INFO : Epoch 1651 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 1084.54 ms
[2022-04-14 22:10:48 main:574] : INFO : Epoch 1652 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 1087.17 ms
[2022-04-14 22:10:49 main:574] : INFO : Epoch 1653 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1091.73 ms
[2022-04-14 22:10:50 main:574] : INFO : Epoch 1654 | loss: 0.0311791 | val_loss: 0.031184 | Time: 1083.53 ms
[2022-04-14 22:10:52 main:574] : INFO : Epoch 1655 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 1087.57 ms
[2022-04-14 22:10:53 main:574] : INFO : Epoch 1656 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 1092.87 ms
[2022-04-14 22:10:54 main:574] : INFO : Epoch 1657 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 1085.35 ms
[2022-04-14 22:10:55 main:574] : INFO : Epoch 1658 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1084.78 ms
[2022-04-14 22:10:56 main:574] : INFO : Epoch 1659 | loss: 0.031181 | val_loss: 0.0311842 | Time: 1091.91 ms
[2022-04-14 22:10:57 main:574] : INFO : Epoch 1660 | loss: 0.0311766 | val_loss: 0.0311831 | Time: 1087.45 ms
[2022-04-14 22:10:59 main:574] : INFO : Epoch 1661 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 1090.21 ms
[2022-04-14 22:11:00 main:574] : INFO : Epoch 1662 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 1086.75 ms
[2022-04-14 22:11:01 main:574] : INFO : Epoch 1663 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 1092.06 ms
[2022-04-14 22:11:02 main:574] : INFO : Epoch 1664 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1085.15 ms
[2022-04-14 22:11:03 main:574] : INFO : Epoch 1665 | loss: 0.031173 | val_loss: 0.0311812 | Time: 1092.29 ms
[2022-04-14 22:11:04 main:574] : INFO : Epoch 1666 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1088.46 ms
[2022-04-14 22:11:06 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 1091.19 ms
[2022-04-14 22:11:07 main:574] : INFO : Epoch 1668 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1089.69 ms
[2022-04-14 22:11:08 main:574] : INFO : Epoch 1669 | loss: 0.031172 | val_loss: 0.0311813 | Time: 1089.27 ms
[2022-04-14 22:11:09 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311843 | Time: 1088.07 ms
[2022-04-14 22:11:10 main:574] : INFO : Epoch 1671 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1082.54 ms
[2022-04-14 22:11:11 main:574] : INFO : Epoch 1672 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 1089.79 ms
[2022-04-14 22:11:13 main:574] : INFO : Epoch 1673 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 1086.25 ms
[2022-04-14 22:11:14 main:574] : INFO : Epoch 1674 | loss: 0.031174 | val_loss: 0.031181 | Time: 1087.77 ms
[2022-04-14 22:11:15 main:574] : INFO : Epoch 1675 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 1088.32 ms
[2022-04-14 22:11:16 main:574] : INFO : Epoch 1676 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1091.19 ms
[2022-04-14 22:11:17 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 1083.17 ms
[2022-04-14 22:11:18 main:574] : INFO : Epoch 1678 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1094.02 ms
[2022-04-14 22:11:20 main:574] : INFO : Epoch 1679 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1085.35 ms
[2022-04-14 22:11:21 main:574] : INFO : Epoch 1680 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 1080.98 ms
[2022-04-14 22:11:22 main:574] : INFO : Epoch 1681 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1086.17 ms
[2022-04-14 22:11:23 main:574] : INFO : Epoch 1682 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1087.33 ms
[2022-04-14 22:11:24 main:574] : INFO : Epoch 1683 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 1083.52 ms
[2022-04-14 22:11:25 main:574] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1090.22 ms
[2022-04-14 22:11:27 main:574] : INFO : Epoch 1685 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 1082.4 ms
[2022-04-14 22:11:28 main:574] : INFO : Epoch 1686 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 1088.85 ms
[2022-04-14 22:11:29 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311782 | Time: 1092.81 ms
[2022-04-14 22:11:30 main:574] : INFO : Epoch 1688 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 1085.54 ms
[2022-04-14 22:11:31 main:574] : INFO : Epoch 1689 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1085.92 ms
[2022-04-14 22:11:32 main:574] : INFO : Epoch 1690 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 1089.65 ms
[2022-04-14 22:11:34 main:574] : INFO : Epoch 1691 | loss: 0.0311735 | val_loss: 0.031175 | Time: 1083.51 ms
[2022-04-14 22:11:35 main:574] : INFO : Epoch 1692 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 1090.27 ms
[2022-04-14 22:11:36 main:574] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1081.61 ms
[2022-04-14 22:11:37 main:574] : INFO : Epoch 1694 | loss: 0.031175 | val_loss: 0.0311757 | Time: 1081.58 ms
[2022-04-14 22:11:38 main:574] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311784 | Time: 1085.36 ms
[2022-04-14 22:11:39 main:574] : INFO : Epoch 1696 | loss: 0.0311774 | val_loss: 0.0311872 | Time: 1100.23 ms
[2022-04-14 22:11:41 main:574] : INFO : Epoch 1697 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 1084.52 ms
[2022-04-14 22:11:42 main:574] : INFO : Epoch 1698 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1082.89 ms
[2022-04-14 22:11:43 main:574] : INFO : Epoch 1699 | loss: 0.031179 | val_loss: 0.0311789 | Time: 1089.36 ms
[2022-04-14 22:11:44 main:574] : INFO : Epoch 1700 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 1083.76 ms
[2022-04-14 22:11:45 main:574] : INFO : Epoch 1701 | loss: 0.0311743 | val_loss: 0.0311747 | Time: 1090.06 ms
[2022-04-14 22:11:46 main:574] : INFO : Epoch 1702 | loss: 0.0311738 | val_loss: 0.0311755 | Time: 1093.53 ms
[2022-04-14 22:11:48 main:574] : INFO : Epoch 1703 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1085.45 ms
[2022-04-14 22:11:49 main:574] : INFO : Epoch 1704 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1085.27 ms
[2022-04-14 22:11:50 main:574] : INFO : Epoch 1705 | loss: 0.031172 | val_loss: 0.0311856 | Time: 1090.18 ms
[2022-04-14 22:11:51 main:574] : INFO : Epoch 1706 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 1076.82 ms
[2022-04-14 22:11:52 main:574] : INFO : Epoch 1707 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 1091.64 ms
[2022-04-14 22:11:53 main:574] : INFO : Epoch 1708 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 1083.38 ms
[2022-04-14 22:11:55 main:574] : INFO : Epoch 1709 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 1085.76 ms
[2022-04-14 22:11:56 main:574] : INFO : Epoch 1710 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1082.15 ms
[2022-04-14 22:11:57 main:574] : INFO : Epoch 1711 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1086.77 ms
[2022-04-14 22:11:58 main:574] : INFO : Epoch 1712 | loss: 0.031167 | val_loss: 0.031173 | Time: 1085.07 ms
[2022-04-14 22:11:59 main:574] : INFO : Epoch 1713 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 1089.94 ms
[2022-04-14 22:12:00 main:574] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1087.06 ms
[2022-04-14 22:12:02 main:574] : INFO : Epoch 1715 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 1087.55 ms
[2022-04-14 22:12:03 main:574] : INFO : Epoch 1716 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1089.58 ms
[2022-04-14 22:12:04 main:574] : INFO : Epoch 1717 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 1086.37 ms
[2022-04-14 22:12:05 main:574] : INFO : Epoch 1718 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1083.28 ms
[2022-04-14 22:12:06 main:574] : INFO : Epoch 1719 | loss: 0.031167 | val_loss: 0.0311733 | Time: 1086.56 ms
[2022-04-14 22:12:07 main:574] : INFO : Epoch 1720 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 1083.3 ms
[2022-04-14 22:12:08 main:574] : INFO : Epoch 1721 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1090.66 ms
[2022-04-14 22:12:10 main:574] : INFO : Epoch 1722 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1083.36 ms
[2022-04-14 22:12:11 main:574] : INFO : Epoch 1723 | loss: 0.031165 | val_loss: 0.0311726 | Time: 1091.16 ms
[2022-04-14 22:12:12 main:574] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1080.2 ms
[2022-04-14 22:12:13 main:574] : INFO : Epoch 1725 | loss: 0.0311649 | val_loss: 0.0311733 | Time: 1083.03 ms
[2022-04-14 22:12:14 main:574] : INFO : Epoch 1726 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 1092.34 ms
[2022-04-14 22:12:15 main:574] : INFO : Epoch 1727 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1078.76 ms
[2022-04-14 22:12:17 main:574] : INFO : Epoch 1728 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 1088.75 ms
[2022-04-14 22:12:18 main:574] : INFO : Epoch 1729 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 1079.73 ms
[2022-04-14 22:12:19 main:574] : INFO : Epoch 1730 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 1088.47 ms
[2022-04-14 22:12:20 main:574] : INFO : Epoch 1731 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1089.35 ms
[2022-04-14 22:12:21 main:574] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311738 | Time: 1080.44 ms
[2022-04-14 22:12:22 main:574] : INFO : Epoch 1733 | loss: 0.0311776 | val_loss: 0.0311724 | Time: 1084.4 ms
[2022-04-14 22:12:24 main:574] : INFO : Epoch 1734 | loss: 0.0311742 | val_loss: 0.0311726 | Time: 1087.42 ms
[2022-04-14 22:12:25 main:574] : INFO : Epoch 1735 | loss: 0.0311774 | val_loss: 0.031174 | Time: 1085.06 ms
[2022-04-14 22:12:26 main:574] : INFO : Epoch 1736 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 1088.59 ms
[2022-04-14 22:12:27 main:574] : INFO : Epoch 1737 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 1080.81 ms
[2022-04-14 22:12:28 main:574] : INFO : Epoch 1738 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1087.89 ms
[2022-04-14 22:12:29 main:574] : INFO : Epoch 1739 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 1091.02 ms
[2022-04-14 22:12:31 main:574] : INFO : Epoch 1740 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 1084.85 ms
[2022-04-14 22:12:32 main:574] : INFO : Epoch 1741 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 1089.04 ms
[2022-04-14 22:12:33 main:574] : INFO : Epoch 1742 | loss: 0.0311818 | val_loss: 0.0311784 | Time: 1084.68 ms
[2022-04-14 22:12:34 main:574] : INFO : Epoch 1743 | loss: 0.0311884 | val_loss: 0.0311952 | Time: 1086.99 ms
[2022-04-14 22:12:35 main:574] : INFO : Epoch 1744 | loss: 0.0311968 | val_loss: 0.0311986 | Time: 1095.85 ms
[2022-04-14 22:12:36 main:574] : INFO : Epoch 1745 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 1085.07 ms
[2022-04-14 22:12:38 main:574] : INFO : Epoch 1746 | loss: 0.0311928 | val_loss: 0.0311948 | Time: 1088.92 ms
[2022-04-14 22:12:39 main:574] : INFO : Epoch 1747 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1086.04 ms
[2022-04-14 22:12:40 main:574] : INFO : Epoch 1748 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 1082.02 ms
[2022-04-14 22:12:41 main:574] : INFO : Epoch 1749 | loss: 0.031189 | val_loss: 0.0311907 | Time: 1084.13 ms
[2022-04-14 22:12:42 main:574] : INFO : Epoch 1750 | loss: 0.0311867 | val_loss: 0.0311915 | Time: 1085.35 ms
[2022-04-14 22:12:43 main:574] : INFO : Epoch 1751 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 1085.19 ms
[2022-04-14 22:12:44 main:574] : INFO : Epoch 1752 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 1092.81 ms
[2022-04-14 22:12:46 main:574] : INFO : Epoch 1753 | loss: 0.031187 | val_loss: 0.031188 | Time: 1089.56 ms
[2022-04-14 22:12:47 main:574] : INFO : Epoch 1754 | loss: 0.031185 | val_loss: 0.0311869 | Time: 1086.91 ms
[2022-04-14 22:12:48 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311872 | Time: 1081.84 ms
[2022-04-14 22:12:49 main:574] : INFO : Epoch 1756 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 1083.23 ms
[2022-04-14 22:12:50 main:574] : INFO : Epoch 1757 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 1080.54 ms
[2022-04-14 22:12:51 main:574] : INFO : Epoch 1758 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 1075.53 ms
[2022-04-14 22:12:53 main:574] : INFO : Epoch 1759 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 1081.82 ms
[2022-04-14 22:12:54 main:574] : INFO : Epoch 1760 | loss: 0.0311823 | val_loss: 0.0311832 | Time: 1087.13 ms
[2022-04-14 22:12:55 main:574] : INFO : Epoch 1761 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 1085.62 ms
[2022-04-14 22:12:56 main:574] : INFO : Epoch 1762 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 1089.57 ms
[2022-04-14 22:12:57 main:574] : INFO : Epoch 1763 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1082.24 ms
[2022-04-14 22:12:58 main:574] : INFO : Epoch 1764 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1085.27 ms
[2022-04-14 22:13:00 main:574] : INFO : Epoch 1765 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 1080.19 ms
[2022-04-14 22:13:01 main:574] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 1087.03 ms
[2022-04-14 22:13:02 main:574] : INFO : Epoch 1767 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1085.69 ms
[2022-04-14 22:13:03 main:574] : INFO : Epoch 1768 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1084.39 ms
[2022-04-14 22:13:04 main:574] : INFO : Epoch 1769 | loss: 0.0311796 | val_loss: 0.0311901 | Time: 1081.11 ms
[2022-04-14 22:13:05 main:574] : INFO : Epoch 1770 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1087.76 ms
[2022-04-14 22:13:06 main:574] : INFO : Epoch 1771 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1077.26 ms
[2022-04-14 22:13:08 main:574] : INFO : Epoch 1772 | loss: 0.0311758 | val_loss: 0.0311853 | Time: 1084.4 ms
[2022-04-14 22:13:09 main:574] : INFO : Epoch 1773 | loss: 0.0311828 | val_loss: 0.0311899 | Time: 1088.52 ms
[2022-04-14 22:13:10 main:574] : INFO : Epoch 1774 | loss: 0.0311852 | val_loss: 0.0311834 | Time: 1081.1 ms
[2022-04-14 22:13:11 main:574] : INFO : Epoch 1775 | loss: 0.0311852 | val_loss: 0.0311803 | Time: 1090.15 ms
[2022-04-14 22:13:12 main:574] : INFO : Epoch 1776 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 1097.16 ms
[2022-04-14 22:13:13 main:574] : INFO : Epoch 1777 | loss: 0.03118 | val_loss: 0.0311799 | Time: 1081.75 ms
[2022-04-14 22:13:15 main:574] : INFO : Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1089.98 ms
[2022-04-14 22:13:16 main:574] : INFO : Epoch 1779 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 1085.44 ms
[2022-04-14 22:13:17 main:574] : INFO : Epoch 1780 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 1082.73 ms
[2022-04-14 22:13:18 main:574] : INFO : Epoch 1781 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 1081.02 ms
[2022-04-14 22:13:19 main:574] : INFO : Epoch 1782 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 1083.01 ms
[2022-04-14 22:13:20 main:574] : INFO : Epoch 1783 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 1079.92 ms
[2022-04-14 22:13:21 main:574] : INFO : Epoch 1784 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 1079.46 ms
[2022-04-14 22:13:23 main:574] : INFO : Epoch 1785 | loss: 0.0311763 | val_loss: 0.03118 | Time: 1084.88 ms
[2022-04-14 22:13:24 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 1084.2 ms
[2022-04-14 22:13:25 main:574] : INFO : Epoch 1787 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 1081.01 ms
[2022-04-14 22:13:26 main:574] : INFO : Epoch 1788 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1086.8 ms
[2022-04-14 22:13:27 main:574] : INFO : Epoch 1789 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 1080.31 ms
[2022-04-14 22:13:28 main:574] : INFO : Epoch 1790 | loss: 0.0311738 | val_loss: 0.031178 | Time: 1089.5 ms
[2022-04-14 22:13:30 main:574] : INFO : Epoch 1791 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 1087.38 ms
[2022-04-14 22:13:31 main:574] : INFO : Epoch 1792 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 1092.31 ms
[2022-04-14 22:13:32 main:574] : INFO : Epoch 1793 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 1085.47 ms
[2022-04-14 22:13:33 main:574] : INFO : Epoch 1794 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 1084.82 ms
[2022-04-14 22:13:34 main:574] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1092.13 ms
[2022-04-14 22:13:35 main:574] : INFO : Epoch 1796 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1083.35 ms
[2022-04-14 22:13:37 main:574] : INFO : Epoch 1797 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 1089.05 ms
[2022-04-14 22:13:38 main:574] : INFO : Epoch 1798 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1083.75 ms
[2022-04-14 22:13:39 main:574] : INFO : Epoch 1799 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1085.68 ms
[2022-04-14 22:13:40 main:574] : INFO : Epoch 1800 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 1087.4 ms
[2022-04-14 22:13:41 main:574] : INFO : Epoch 1801 | loss: 0.0311713 | val_loss: 0.031178 | Time: 1089.78 ms
[2022-04-14 22:13:42 main:574] : INFO : Epoch 1802 | loss: 0.0311721 | val_loss: 0.0311763 | Time: 1086.2 ms
[2022-04-14 22:13:44 main:574] : INFO : Epoch 1803 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1098.01 ms
[2022-04-14 22:13:45 main:574] : INFO : Epoch 1804 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 1086.84 ms
[2022-04-14 22:13:46 main:574] : INFO : Epoch 1805 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1087.5 ms
[2022-04-14 22:13:47 main:574] : INFO : Epoch 1806 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 1092.8 ms
[2022-04-14 22:13:48 main:574] : INFO : Epoch 1807 | loss: 0.0311692 | val_loss: 0.031177 | Time: 1085.6 ms
[2022-04-14 22:13:49 main:574] : INFO : Epoch 1808 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 1091.64 ms
[2022-04-14 22:13:51 main:574] : INFO : Epoch 1809 | loss: 0.0311715 | val_loss: 0.0311865 | Time: 1083.25 ms
[2022-04-14 22:13:52 main:574] : INFO : Epoch 1810 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1085.24 ms
[2022-04-14 22:13:53 main:574] : INFO : Epoch 1811 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 1090.71 ms
[2022-04-14 22:13:54 main:574] : INFO : Epoch 1812 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 1087.9 ms
[2022-04-14 22:13:55 main:574] : INFO : Epoch 1813 | loss: 0.031167 | val_loss: 0.031178 | Time: 1091.37 ms
[2022-04-14 22:13:56 main:574] : INFO : Epoch 1814 | loss: 0.0311665 | val_loss: 0.0311782 | Time: 1091.23 ms
[2022-04-14 22:13:58 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1094.16 ms
[2022-04-14 22:13:59 main:574] : INFO : Epoch 1816 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 1086.23 ms
[2022-04-14 22:14:00 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311762 | Time: 1087.58 ms
[2022-04-14 22:14:01 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 1086.24 ms
[2022-04-14 22:14:02 main:574] : INFO : Epoch 1819 | loss: 0.0311674 | val_loss: 0.031179 | Time: 1086.2 ms
[2022-04-14 22:14:03 main:574] : INFO : Epoch 1820 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 1094.27 ms
[2022-04-14 22:14:05 main:574] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 1083.46 ms
[2022-04-14 22:14:06 main:574] : INFO : Epoch 1822 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1093.42 ms
[2022-04-14 22:14:07 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1088.42 ms
[2022-04-14 22:14:08 main:574] : INFO : Epoch 1824 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 1090.91 ms
[2022-04-14 22:14:09 main:574] : INFO : Epoch 1825 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 1086.49 ms
[2022-04-14 22:14:10 main:574] : INFO : Epoch 1826 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 1096.4 ms
[2022-04-14 22:14:12 main:574] : INFO : Epoch 1827 | loss: 0.0311654 | val_loss: 0.0311851 | Time: 1084.71 ms
[2022-04-14 22:14:13 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1093.28 ms
[2022-04-14 22:14:14 main:574] : INFO : Epoch 1829 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 1089.75 ms
[2022-04-14 22:14:15 main:574] : INFO : Epoch 1830 | loss: 0.0311687 | val_loss: 0.0311891 | Time: 1086.71 ms
[2022-04-14 22:14:16 main:574] : INFO : Epoch 1831 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1096 ms
[2022-04-14 22:14:17 main:574] : INFO : Epoch 1832 | loss: 0.0311804 | val_loss: 0.031179 | Time: 1090.84 ms
[2022-04-14 22:14:18 main:574] : INFO : Epoch 1833 | loss: 0.0311723 | val_loss: 0.031175 | Time: 1090.96 ms
[2022-04-14 22:14:20 main:574] : INFO : Epoch 1834 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 1088.68 ms
[2022-04-14 22:14:21 main:574] : INFO : Epoch 1835 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1081.69 ms
[2022-04-14 22:14:22 main:574] : INFO : Epoch 1836 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 1088.9 ms
[2022-04-14 22:14:23 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.031177 | Time: 1090.15 ms
[2022-04-14 22:14:24 main:574] : INFO : Epoch 1838 | loss: 0.031166 | val_loss: 0.0311764 | Time: 1083.31 ms
[2022-04-14 22:14:25 main:574] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1096.73 ms
[2022-04-14 22:14:27 main:574] : INFO : Epoch 1840 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 1091.42 ms
[2022-04-14 22:14:28 main:574] : INFO : Epoch 1841 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 1089.01 ms
[2022-04-14 22:14:29 main:574] : INFO : Epoch 1842 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 1086.29 ms
[2022-04-14 22:14:30 main:574] : INFO : Epoch 1843 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 1092.77 ms
[2022-04-14 22:14:31 main:574] : INFO : Epoch 1844 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1087.69 ms
[2022-04-14 22:14:32 main:574] : INFO : Epoch 1845 | loss: 0.0311646 | val_loss: 0.0311788 | Time: 1088.56 ms
[2022-04-14 22:14:34 main:574] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.031178 | Time: 1085.94 ms
[2022-04-14 22:14:35 main:574] : INFO : Epoch 1847 | loss: 0.0311637 | val_loss: 0.0311771 | Time: 1092.08 ms
[2022-04-14 22:14:36 main:574] : INFO : Epoch 1848 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1087.83 ms
[2022-04-14 22:14:37 main:574] : INFO : Epoch 1849 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 1093.76 ms
[2022-04-14 22:14:38 main:574] : INFO : Epoch 1850 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1086.53 ms
[2022-04-14 22:14:39 main:574] : INFO : Epoch 1851 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 1090.75 ms
[2022-04-14 22:14:41 main:574] : INFO : Epoch 1852 | loss: 0.031163 | val_loss: 0.0311753 | Time: 1086.68 ms
[2022-04-14 22:14:42 main:574] : INFO : Epoch 1853 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 1089.68 ms
[2022-04-14 22:14:43 main:574] : INFO : Epoch 1854 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 1085.92 ms
[2022-04-14 22:14:44 main:574] : INFO : Epoch 1855 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1090.43 ms
[2022-04-14 22:14:45 main:574] : INFO : Epoch 1856 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 1085.19 ms
[2022-04-14 22:14:46 main:574] : INFO : Epoch 1857 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 1084.54 ms
[2022-04-14 22:14:48 main:574] : INFO : Epoch 1858 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 1081.67 ms
[2022-04-14 22:14:49 main:574] : INFO : Epoch 1859 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1091.67 ms
[2022-04-14 22:14:50 main:574] : INFO : Epoch 1860 | loss: 0.031163 | val_loss: 0.0311767 | Time: 1087.5 ms
[2022-04-14 22:14:51 main:574] : INFO : Epoch 1861 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 1071.24 ms
[2022-04-14 22:14:52 main:574] : INFO : Epoch 1862 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 1086.79 ms
[2022-04-14 22:14:53 main:574] : INFO : Epoch 1863 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 1091.43 ms
[2022-04-14 22:14:55 main:574] : INFO : Epoch 1864 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1085.54 ms
[2022-04-14 22:14:56 main:574] : INFO : Epoch 1865 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 1088.61 ms
[2022-04-14 22:14:57 main:574] : INFO : Epoch 1866 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 1085.88 ms
[2022-04-14 22:14:58 main:574] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.031176 | Time: 1084.45 ms
[2022-04-14 22:14:59 main:574] : INFO : Epoch 1868 | loss: 0.0311636 | val_loss: 0.031176 | Time: 1092.69 ms
[2022-04-14 22:15:00 main:574] : INFO : Epoch 1869 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 1086.64 ms
[2022-04-14 22:15:02 main:574] : INFO : Epoch 1870 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 1087.54 ms
[2022-04-14 22:15:03 main:574] : INFO : Epoch 1871 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 1088.1 ms
[2022-04-14 22:15:04 main:574] : INFO : Epoch 1872 | loss: 0.0311639 | val_loss: 0.031181 | Time: 1088.67 ms
[2022-04-14 22:15:05 main:574] : INFO : Epoch 1873 | loss: 0.0311656 | val_loss: 0.0311847 | Time: 1086.74 ms
[2022-04-14 22:15:06 main:574] : INFO : Epoch 1874 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 1086.3 ms
[2022-04-14 22:15:07 main:574] : INFO : Epoch 1875 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1083.52 ms
[2022-04-14 22:15:09 main:574] : INFO : Epoch 1876 | loss: 0.031163 | val_loss: 0.0311781 | Time: 1085.87 ms
[2022-04-14 22:15:10 main:574] : INFO : Epoch 1877 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 1091.11 ms
[2022-04-14 22:15:11 main:574] : INFO : Epoch 1878 | loss: 0.031163 | val_loss: 0.0311749 | Time: 1090.04 ms
[2022-04-14 22:15:12 main:574] : INFO : Epoch 1879 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 1084.86 ms
[2022-04-14 22:15:13 main:574] : INFO : Epoch 1880 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 1085.85 ms
[2022-04-14 22:15:14 main:574] : INFO : Epoch 1881 | loss: 0.031164 | val_loss: 0.0311743 | Time: 1087.97 ms
[2022-04-14 22:15:16 main:574] : INFO : Epoch 1882 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1095.52 ms
[2022-04-14 22:15:17 main:574] : INFO : Epoch 1883 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1083.63 ms
[2022-04-14 22:15:18 main:574] : INFO : Epoch 1884 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1085.71 ms
[2022-04-14 22:15:19 main:574] : INFO : Epoch 1885 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 1090.03 ms
[2022-04-14 22:15:20 main:574] : INFO : Epoch 1886 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 1087.06 ms
[2022-04-14 22:15:21 main:574] : INFO : Epoch 1887 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1082.14 ms
[2022-04-14 22:15:22 main:574] : INFO : Epoch 1888 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 1084.25 ms
[2022-04-14 22:15:24 main:574] : INFO : Epoch 1889 | loss: 0.0311659 | val_loss: 0.031175 | Time: 1090.06 ms
[2022-04-14 22:15:25 main:574] : INFO : Epoch 1890 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1089.6 ms
[2022-04-14 22:15:26 main:574] : INFO : Epoch 1891 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 1089.21 ms
[2022-04-14 22:15:27 main:574] : INFO : Epoch 1892 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 1082.23 ms
[2022-04-14 22:15:28 main:574] : INFO : Epoch 1893 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1084.3 ms
[2022-04-14 22:15:29 main:574] : INFO : Epoch 1894 | loss: 0.031166 | val_loss: 0.0311738 | Time: 1087.93 ms
[2022-04-14 22:15:31 main:574] : INFO : Epoch 1895 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1084.41 ms
[2022-04-14 22:15:32 main:574] : INFO : Epoch 1896 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1088.2 ms
[2022-04-14 22:15:33 main:574] : INFO : Epoch 1897 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 1084.64 ms
[2022-04-14 22:15:34 main:574] : INFO : Epoch 1898 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 1087.33 ms
[2022-04-14 22:15:35 main:574] : INFO : Epoch 1899 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1081.5 ms
[2022-04-14 22:15:36 main:574] : INFO : Epoch 1900 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 1094.34 ms
[2022-04-14 22:15:38 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1083.79 ms
[2022-04-14 22:15:39 main:574] : INFO : Epoch 1902 | loss: 0.0311719 | val_loss: 0.0311965 | Time: 1085.14 ms
[2022-04-14 22:15:40 main:574] : INFO : Epoch 1903 | loss: 0.0311875 | val_loss: 0.0311801 | Time: 1082.06 ms
[2022-04-14 22:15:41 main:574] : INFO : Epoch 1904 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 1087.01 ms
[2022-04-14 22:15:42 main:574] : INFO : Epoch 1905 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 1082.74 ms
[2022-04-14 22:15:43 main:574] : INFO : Epoch 1906 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1087.53 ms
[2022-04-14 22:15:45 main:574] : INFO : Epoch 1907 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 1083.99 ms
[2022-04-14 22:15:46 main:574] : INFO : Epoch 1908 | loss: 0.031167 | val_loss: 0.0311764 | Time: 1088.76 ms
[2022-04-14 22:15:47 main:574] : INFO : Epoch 1909 | loss: 0.031167 | val_loss: 0.0311761 | Time: 1084.91 ms
[2022-04-14 22:15:48 main:574] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.031176 | Time: 1089.02 ms
[2022-04-14 22:15:49 main:574] : INFO : Epoch 1911 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1081.74 ms
[2022-04-14 22:15:50 main:574] : INFO : Epoch 1912 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 1082.26 ms
[2022-04-14 22:15:51 main:574] : INFO : Epoch 1913 | loss: 0.0311673 | val_loss: 0.031175 | Time: 1082.58 ms
[2022-04-14 22:15:53 main:574] : INFO : Epoch 1914 | loss: 0.0311662 | val_loss: 0.031178 | Time: 1089.08 ms
[2022-04-14 22:15:54 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 1082.65 ms
[2022-04-14 22:15:55 main:574] : INFO : Epoch 1916 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 1089.17 ms
[2022-04-14 22:15:56 main:574] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1091.41 ms
[2022-04-14 22:15:57 main:574] : INFO : Epoch 1918 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1087.13 ms
[2022-04-14 22:15:59 main:574] : INFO : Epoch 1919 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1096.4 ms
[2022-04-14 22:16:00 main:574] : INFO : Epoch 1920 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1084.12 ms
[2022-04-14 22:16:01 main:574] : INFO : Epoch 1921 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 1090.42 ms
[2022-04-14 22:16:02 main:574] : INFO : Epoch 1922 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1086.7 ms
[2022-04-14 22:16:03 main:574] : INFO : Epoch 1923 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 1082.52 ms
[2022-04-14 22:16:04 main:574] : INFO : Epoch 1924 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 1086.25 ms
[2022-04-14 22:16:06 main:574] : INFO : Epoch 1925 | loss: 0.0311643 | val_loss: 0.0311819 | Time: 1087.08 ms
[2022-04-14 22:16:07 main:574] : INFO : Epoch 1926 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1091.05 ms
[2022-04-14 22:16:08 main:574] : INFO : Epoch 1927 | loss: 0.0311643 | val_loss: 0.0311811 | Time: 1084.43 ms
[2022-04-14 22:16:09 main:574] : INFO : Epoch 1928 | loss: 0.0311624 | val_loss: 0.0311781 | Time: 1088.58 ms
[2022-04-14 22:16:10 main:574] : INFO : Epoch 1929 | loss: 0.031162 | val_loss: 0.0311785 | Time: 1084.3 ms
[2022-04-14 22:16:11 main:574] : INFO : Epoch 1930 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 1087.87 ms
[2022-04-14 22:16:12 main:574] : INFO : Epoch 1931 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1083.53 ms
[2022-04-14 22:16:14 main:574] : INFO : Epoch 1932 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 1088.24 ms
[2022-04-14 22:16:15 main:574] : INFO : Epoch 1933 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 1081.55 ms
[2022-04-14 22:16:16 main:574] : INFO : Epoch 1934 | loss: 0.031162 | val_loss: 0.031177 | Time: 1088.01 ms
[2022-04-14 22:16:17 main:574] : INFO : Epoch 1935 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 1086.12 ms
[2022-04-14 22:16:18 main:574] : INFO : Epoch 1936 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 1089.08 ms
[2022-04-14 22:16:20 main:574] : INFO : Epoch 1937 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 1083.02 ms
[2022-04-14 22:16:21 main:574] : INFO : Epoch 1938 | loss: 0.0311616 | val_loss: 0.0311781 | Time: 1079.79 ms
[2022-04-14 22:16:22 main:574] : INFO : Epoch 1939 | loss: 0.031162 | val_loss: 0.0311793 | Time: 1082.87 ms
[2022-04-14 22:16:23 main:574] : INFO : Epoch 1940 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 1088.65 ms
[2022-04-14 22:16:24 main:574] : INFO : Epoch 1941 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 1083.58 ms
[2022-04-14 22:16:25 main:574] : INFO : Epoch 1942 | loss: 0.0311649 | val_loss: 0.0311773 | Time: 1088.15 ms
[2022-04-14 22:16:26 main:574] : INFO : Epoch 1943 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1080.2 ms
[2022-04-14 22:16:28 main:574] : INFO : Epoch 1944 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 1087.76 ms
[2022-04-14 22:16:29 main:574] : INFO : Epoch 1945 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1083.57 ms
[2022-04-14 22:16:30 main:574] : INFO : Epoch 1946 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 1087.69 ms
[2022-04-14 22:16:31 main:574] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 1087.13 ms
[2022-04-14 22:16:32 main:574] : INFO : Epoch 1948 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 1087.22 ms
[2022-04-14 22:16:33 main:574] : INFO : Epoch 1949 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 1084.29 ms
[2022-04-14 22:16:35 main:574] : INFO : Epoch 1950 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1087.29 ms
[2022-04-14 22:16:36 main:574] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 1085.62 ms
[2022-04-14 22:16:37 main:574] : INFO : Epoch 1952 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 1086.41 ms
[2022-04-14 22:16:38 main:574] : INFO : Epoch 1953 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 1085.42 ms
[2022-04-14 22:16:39 main:574] : INFO : Epoch 1954 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 1086.7 ms
[2022-04-14 22:16:40 main:574] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 1086.18 ms
[2022-04-14 22:16:42 main:574] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 1090.54 ms
[2022-04-14 22:16:43 main:574] : INFO : Epoch 1957 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 1082.55 ms
[2022-04-14 22:16:44 main:574] : INFO : Epoch 1958 | loss: 0.0311619 | val_loss: 0.031171 | Time: 1089.15 ms
[2022-04-14 22:16:45 main:574] : INFO : Epoch 1959 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 1086.52 ms
[2022-04-14 22:16:46 main:574] : INFO : Epoch 1960 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 1086.15 ms
[2022-04-14 22:16:47 main:574] : INFO : Epoch 1961 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1087.78 ms
[2022-04-14 22:16:49 main:574] : INFO : Epoch 1962 | loss: 0.03116 | val_loss: 0.0311689 | Time: 1087.23 ms
[2022-04-14 22:16:50 main:574] : INFO : Epoch 1963 | loss: 0.0311594 | val_loss: 0.03117 | Time: 1087.36 ms
[2022-04-14 22:16:51 main:574] : INFO : Epoch 1964 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 1075.06 ms
[2022-04-14 22:16:52 main:574] : INFO : Epoch 1965 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 1092.29 ms
[2022-04-14 22:16:53 main:574] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311702 | Time: 1083.44 ms
[2022-04-14 22:16:54 main:574] : INFO : Epoch 1967 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1087 ms
[2022-04-14 22:16:55 main:574] : INFO : Epoch 1968 | loss: 0.031168 | val_loss: 0.0311739 | Time: 1088.72 ms
[2022-04-14 22:16:57 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 1085.59 ms
[2022-04-14 22:16:58 main:574] : INFO : Epoch 1970 | loss: 0.0311715 | val_loss: 0.0311713 | Time: 1089.94 ms
[2022-04-14 22:16:59 main:574] : INFO : Epoch 1971 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 1084.54 ms
[2022-04-14 22:17:00 main:574] : INFO : Epoch 1972 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1091.84 ms
[2022-04-14 22:17:01 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311916 | Time: 1085.61 ms
[2022-04-14 22:17:02 main:574] : INFO : Epoch 1974 | loss: 0.0311917 | val_loss: 0.0311855 | Time: 1088.81 ms
[2022-04-14 22:17:04 main:574] : INFO : Epoch 1975 | loss: 0.0311925 | val_loss: 0.0311856 | Time: 1080.76 ms
[2022-04-14 22:17:05 main:574] : INFO : Epoch 1976 | loss: 0.0311898 | val_loss: 0.0311861 | Time: 1091.92 ms
[2022-04-14 22:17:06 main:574] : INFO : Epoch 1977 | loss: 0.0311861 | val_loss: 0.031185 | Time: 1083.37 ms
[2022-04-14 22:17:07 main:574] : INFO : Epoch 1978 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1087.04 ms
[2022-04-14 22:17:08 main:574] : INFO : Epoch 1979 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 1081.49 ms
[2022-04-14 22:17:09 main:574] : INFO : Epoch 1980 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 1088.65 ms
[2022-04-14 22:17:11 main:574] : INFO : Epoch 1981 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 1084.99 ms
[2022-04-14 22:17:12 main:574] : INFO : Epoch 1982 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 1087.71 ms
[2022-04-14 22:17:13 main:574] : INFO : Epoch 1983 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 1084.42 ms
[2022-04-14 22:17:14 main:574] : INFO : Epoch 1984 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 1091.82 ms
[2022-04-14 22:17:15 main:574] : INFO : Epoch 1985 | loss: 0.0311843 | val_loss: 0.0311829 | Time: 1094.12 ms
[2022-04-14 22:17:16 main:574] : INFO : Epoch 1986 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 1085.23 ms
[2022-04-14 22:17:18 main:574] : INFO : Epoch 1987 | loss: 0.0311834 | val_loss: 0.0311867 | Time: 1087.2 ms
[2022-04-14 22:17:19 main:574] : INFO : Epoch 1988 | loss: 0.0311829 | val_loss: 0.0311823 | Time: 1078.91 ms
[2022-04-14 22:17:20 main:574] : INFO : Epoch 1989 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1084.71 ms
[2022-04-14 22:17:21 main:574] : INFO : Epoch 1990 | loss: 0.0311823 | val_loss: 0.0311825 | Time: 1077.32 ms
[2022-04-14 22:17:22 main:574] : INFO : Epoch 1991 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 1080.18 ms
[2022-04-14 22:17:23 main:574] : INFO : Epoch 1992 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 1085.26 ms
[2022-04-14 22:17:24 main:574] : INFO : Epoch 1993 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 1092.93 ms
[2022-04-14 22:17:26 main:574] : INFO : Epoch 1994 | loss: 0.031182 | val_loss: 0.0311917 | Time: 1086 ms
[2022-04-14 22:17:27 main:574] : INFO : Epoch 1995 | loss: 0.0311842 | val_loss: 0.0311824 | Time: 1086.3 ms
[2022-04-14 22:17:28 main:574] : INFO : Epoch 1996 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 1081.43 ms
[2022-04-14 22:17:29 main:574] : INFO : Epoch 1997 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 1090.9 ms
[2022-04-14 22:17:30 main:574] : INFO : Epoch 1998 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 1084.51 ms
[2022-04-14 22:17:31 main:574] : INFO : Epoch 1999 | loss: 0.031181 | val_loss: 0.0311819 | Time: 1086.04 ms
[2022-04-14 22:17:33 main:574] : INFO : Epoch 2000 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 1087.02 ms
[2022-04-14 22:17:34 main:574] : INFO : Epoch 2001 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1086.01 ms
[2022-04-14 22:17:35 main:574] : INFO : Epoch 2002 | loss: 0.031182 | val_loss: 0.0311883 | Time: 1087.82 ms
[2022-04-14 22:17:36 main:574] : INFO : Epoch 2003 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 1084.89 ms
[2022-04-14 22:17:37 main:574] : INFO : Epoch 2004 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 1085.82 ms
[2022-04-14 22:17:38 main:574] : INFO : Epoch 2005 | loss: 0.031182 | val_loss: 0.0311853 | Time: 1087.06 ms
[2022-04-14 22:17:40 main:574] : INFO : Epoch 2006 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 1089.96 ms
[2022-04-14 22:17:41 main:574] : INFO : Epoch 2007 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 1088.24 ms
[2022-04-14 22:17:42 main:574] : INFO : Epoch 2008 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 1088.16 ms
[2022-04-14 22:17:43 main:574] : INFO : Epoch 2009 | loss: 0.0311811 | val_loss: 0.0311816 | Time: 1088.75 ms
[2022-04-14 22:17:44 main:574] : INFO : Epoch 2010 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 1080.26 ms
[2022-04-14 22:17:45 main:574] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 1089.75 ms
[2022-04-14 22:17:46 main:574] : INFO : Epoch 2012 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 1086.54 ms
[2022-04-14 22:17:48 main:574] : INFO : Epoch 2013 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 1093.55 ms
[2022-04-14 22:17:49 main:574] : INFO : Epoch 2014 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 1083.75 ms
[2022-04-14 22:17:50 main:574] : INFO : Epoch 2015 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 1087.58 ms
[2022-04-14 22:17:51 main:574] : INFO : Epoch 2016 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1077.8 ms
[2022-04-14 22:17:52 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 1088.59 ms
[2022-04-14 22:17:53 main:574] : INFO : Epoch 2018 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 1088.26 ms
[2022-04-14 22:17:55 main:574] : INFO : Epoch 2019 | loss: 0.0311801 | val_loss: 0.0311866 | Time: 1084.12 ms
[2022-04-14 22:17:56 main:574] : INFO : Epoch 2020 | loss: 0.031187 | val_loss: 0.0312155 | Time: 1089.95 ms
[2022-04-14 22:17:57 main:574] : INFO : Epoch 2021 | loss: 0.0316755 | val_loss: 0.0339112 | Time: 1085.9 ms
[2022-04-14 22:17:58 main:574] : INFO : Epoch 2022 | loss: 0.0325491 | val_loss: 0.0318918 | Time: 1088.61 ms
[2022-04-14 22:17:59 main:574] : INFO : Epoch 2023 | loss: 0.0314173 | val_loss: 0.0312209 | Time: 1088.59 ms
[2022-04-14 22:18:00 main:574] : INFO : Epoch 2024 | loss: 0.0312097 | val_loss: 0.0311975 | Time: 1081.76 ms
[2022-04-14 22:18:02 main:574] : INFO : Epoch 2025 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 1086.79 ms
[2022-04-14 22:18:03 main:574] : INFO : Epoch 2026 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 1094.69 ms
[2022-04-14 22:18:04 main:574] : INFO : Epoch 2027 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 1088.05 ms
[2022-04-14 22:18:05 main:574] : INFO : Epoch 2028 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1087.07 ms
[2022-04-14 22:18:06 main:574] : INFO : Epoch 2029 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 1086.08 ms
[2022-04-14 22:18:07 main:574] : INFO : Epoch 2030 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1095.59 ms
[2022-04-14 22:18:09 main:574] : INFO : Epoch 2031 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 1088.92 ms
[2022-04-14 22:18:10 main:574] : INFO : Epoch 2032 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 1091.21 ms
[2022-04-14 22:18:11 main:574] : INFO : Epoch 2033 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1088.28 ms
[2022-04-14 22:18:12 main:574] : INFO : Epoch 2034 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 1093.49 ms
[2022-04-14 22:18:13 main:574] : INFO : Epoch 2035 | loss: 0.031178 | val_loss: 0.0311871 | Time: 1089.92 ms
[2022-04-14 22:18:14 main:574] : INFO : Epoch 2036 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 1090.1 ms
[2022-04-14 22:18:16 main:574] : INFO : Epoch 2037 | loss: 0.0311773 | val_loss: 0.031181 | Time: 1086.78 ms
[2022-04-14 22:18:17 main:574] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 1088.48 ms
[2022-04-14 22:18:18 main:574] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 1088.03 ms
[2022-04-14 22:18:19 main:574] : INFO : Epoch 2040 | loss: 0.031177 | val_loss: 0.0311808 | Time: 1090.13 ms
[2022-04-14 22:18:20 main:574] : INFO : Epoch 2041 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 1089.43 ms
[2022-04-14 22:18:21 main:574] : INFO : Epoch 2042 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 1079.12 ms
[2022-04-14 22:18:23 main:574] : INFO : Epoch 2043 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1089.83 ms
[2022-04-14 22:18:24 main:574] : INFO : Epoch 2044 | loss: 0.031177 | val_loss: 0.0311804 | Time: 1088.44 ms
[2022-04-14 22:18:25 main:574] : INFO : Epoch 2045 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 1092.83 ms
[2022-04-14 22:18:26 main:574] : INFO : Epoch 2046 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 1093.52 ms
[2022-04-14 22:18:27 main:574] : INFO : Epoch 2047 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 1089.42 ms
[2022-04-14 22:18:28 main:574] : INFO : Epoch 2048 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1085.81 ms
[2022-04-14 22:18:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807
[2022-04-14 22:18:29 main:603] : INFO : Saving end state to config to file
[2022-04-14 22:18:29 main:608] : INFO : Success, exiting..
22:18:29 (6948): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)