Task 14618810
| Name | ParityModified-1647044961-13071-3-0_1 |
| Workunit | 11201360 |
| Created | 12 Apr 2022, 18:44:09 UTC |
| Sent | 12 Apr 2022, 18:44:18 UTC |
| Report deadline | 20 Apr 2022, 18:44:18 UTC |
| Received | 12 Apr 2022, 19:28:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15008 |
| Run time | 36 min 48 sec |
| CPU time | 36 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,608.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 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: 0.0311935 | val_loss: 0.0311956 | Time: 1090.56 ms
[2022-04-12 12:18:23 main:574] : INFO : Epoch 1543 | loss: 0.0311944 | val_loss: 0.0311967 | Time: 1042.69 ms
[2022-04-12 12:18:24 main:574] : INFO : Epoch 1544 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 1085 ms
[2022-04-12 12:18:25 main:574] : INFO : Epoch 1545 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 1049.9 ms
[2022-04-12 12:18:26 main:574] : INFO : Epoch 1546 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 1072.19 ms
[2022-04-12 12:18:27 main:574] : INFO : Epoch 1547 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1093.26 ms
[2022-04-12 12:18:28 main:574] : INFO : Epoch 1548 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 1070.86 ms
[2022-04-12 12:18:30 main:574] : INFO : Epoch 1549 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 1059.55 ms
[2022-04-12 12:18:31 main:574] : INFO : Epoch 1550 | loss: 0.0311927 | val_loss: 0.031195 | Time: 1067.28 ms
[2022-04-12 12:18:32 main:574] : INFO : Epoch 1551 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 1110.9 ms
[2022-04-12 12:18:33 main:574] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.031195 | Time: 1055.24 ms
[2022-04-12 12:18:34 main:574] : INFO : Epoch 1553 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 1083.18 ms
[2022-04-12 12:18:35 main:574] : INFO : Epoch 1554 | loss: 0.0311934 | val_loss: 0.0312061 | Time: 1038.48 ms
[2022-04-12 12:18:36 main:574] : INFO : Epoch 1555 | loss: 0.0311958 | val_loss: 0.0311935 | Time: 1083.05 ms
[2022-04-12 12:18:37 main:574] : INFO : Epoch 1556 | loss: 0.0311907 | val_loss: 0.031195 | Time: 1042.25 ms
[2022-04-12 12:18:38 main:574] : INFO : Epoch 1557 | loss: 0.0311914 | val_loss: 0.0311988 | Time: 1089.11 ms
[2022-04-12 12:18:39 main:574] : INFO : Epoch 1558 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 1038.15 ms
[2022-04-12 12:18:40 main:574] : INFO : Epoch 1559 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 1082.25 ms
[2022-04-12 12:18:41 main:574] : INFO : Epoch 1560 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 1087.37 ms
[2022-04-12 12:18:42 main:574] : INFO : Epoch 1561 | loss: 0.031191 | val_loss: 0.031196 | Time: 1070.03 ms
[2022-04-12 12:18:44 main:574] : INFO : Epoch 1562 | loss: 0.0311918 | val_loss: 0.031195 | Time: 1058.01 ms
[2022-04-12 12:18:45 main:574] : INFO : Epoch 1563 | loss: 0.031192 | val_loss: 0.0311848 | Time: 1068.45 ms
[2022-04-12 12:18:46 main:574] : INFO : Epoch 1564 | loss: 0.0311923 | val_loss: 0.0311834 | Time: 1062.98 ms
[2022-04-12 12:18:47 main:574] : INFO : Epoch 1565 | loss: 0.031193 | val_loss: 0.0311824 | Time: 1056.41 ms
[2022-04-12 12:18:48 main:574] : INFO : Epoch 1566 | loss: 0.0311893 | val_loss: 0.0311809 | Time: 1076.79 ms
[2022-04-12 12:18:49 main:574] : INFO : Epoch 1567 | loss: 0.0311883 | val_loss: 0.0311835 | Time: 1066.09 ms
[2022-04-12 12:18:50 main:574] : INFO : Epoch 1568 | loss: 0.0311874 | val_loss: 0.0311808 | Time: 1085.46 ms
[2022-04-12 12:18:51 main:574] : INFO : Epoch 1569 | loss: 0.0311886 | val_loss: 0.0311825 | Time: 1052.28 ms
[2022-04-12 12:18:52 main:574] : INFO : Epoch 1570 | loss: 0.0311875 | val_loss: 0.0311809 | Time: 1088.59 ms
[2022-04-12 12:18:53 main:574] : INFO : Epoch 1571 | loss: 0.0311882 | val_loss: 0.0311811 | Time: 1036.61 ms
[2022-04-12 12:18:54 main:574] : INFO : Epoch 1572 | loss: 0.0311876 | val_loss: 0.0311804 | Time: 1093.7 ms
[2022-04-12 12:18:55 main:574] : INFO : Epoch 1573 | loss: 0.0311881 | val_loss: 0.0311819 | Time: 1030.59 ms
[2022-04-12 12:18:56 main:574] : INFO : Epoch 1574 | loss: 0.0311872 | val_loss: 0.0311814 | Time: 1096.88 ms
[2022-04-12 12:18:57 main:574] : INFO : Epoch 1575 | loss: 0.0311867 | val_loss: 0.0311808 | Time: 1031.61 ms
[2022-04-12 12:18:59 main:574] : INFO : Epoch 1576 | loss: 0.0311862 | val_loss: 0.03118 | Time: 1082.81 ms
[2022-04-12 12:19:00 main:574] : INFO : Epoch 1577 | loss: 0.0311868 | val_loss: 0.03118 | Time: 1057.3 ms
[2022-04-12 12:19:01 main:574] : INFO : Epoch 1578 | loss: 0.0311863 | val_loss: 0.0311812 | Time: 1078.92 ms
[2022-04-12 12:19:02 main:574] : INFO : Epoch 1579 | loss: 0.031187 | val_loss: 0.0311821 | Time: 1135.07 ms
[2022-04-12 12:19:03 main:574] : INFO : Epoch 1580 | loss: 0.0311869 | val_loss: 0.0311817 | Time: 1061.42 ms
[2022-04-12 12:19:04 main:574] : INFO : Epoch 1581 | loss: 0.0311888 | val_loss: 0.0311831 | Time: 1078.3 ms
[2022-04-12 12:19:05 main:574] : INFO : Epoch 1582 | loss: 0.0311864 | val_loss: 0.0311811 | Time: 1048.27 ms
[2022-04-12 12:19:06 main:574] : INFO : Epoch 1583 | loss: 0.0311853 | val_loss: 0.03118 | Time: 1079.72 ms
[2022-04-12 12:19:07 main:574] : INFO : Epoch 1584 | loss: 0.0311857 | val_loss: 0.0311811 | Time: 1071.75 ms
[2022-04-12 12:19:08 main:574] : INFO : Epoch 1585 | loss: 0.0311857 | val_loss: 0.0311803 | Time: 1086.8 ms
[2022-04-12 12:19:09 main:574] : INFO : Epoch 1586 | loss: 0.0311865 | val_loss: 0.0311806 | Time: 1037.26 ms
[2022-04-12 12:19:10 main:574] : INFO : Epoch 1587 | loss: 0.0311861 | val_loss: 0.0311809 | Time: 1111.71 ms
[2022-04-12 12:19:11 main:574] : INFO : Epoch 1588 | loss: 0.0311853 | val_loss: 0.0311796 | Time: 1033.73 ms
[2022-04-12 12:19:13 main:574] : INFO : Epoch 1589 | loss: 0.0311855 | val_loss: 0.03118 | Time: 1089.54 ms
[2022-04-12 12:19:14 main:574] : INFO : Epoch 1590 | loss: 0.0311855 | val_loss: 0.0311807 | Time: 1046.23 ms
[2022-04-12 12:19:15 main:574] : INFO : Epoch 1591 | loss: 0.0311858 | val_loss: 0.0311804 | Time: 1092.96 ms
[2022-04-12 12:19:16 main:574] : INFO : Epoch 1592 | loss: 0.0311857 | val_loss: 0.0311842 | Time: 1050.91 ms
[2022-04-12 12:19:17 main:574] : INFO : Epoch 1593 | loss: 0.0311851 | val_loss: 0.0311809 | Time: 1086.83 ms
[2022-04-12 12:19:18 main:574] : INFO : Epoch 1594 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1054.65 ms
[2022-04-12 12:19:19 main:574] : INFO : Epoch 1595 | loss: 0.0311859 | val_loss: 0.0311795 | Time: 1077 ms
[2022-04-12 12:19:20 main:574] : INFO : Epoch 1596 | loss: 0.0311865 | val_loss: 0.0311822 | Time: 1067.73 ms
[2022-04-12 12:19:21 main:574] : INFO : Epoch 1597 | loss: 0.031185 | val_loss: 0.0311798 | Time: 1064.07 ms
[2022-04-12 12:19:22 main:574] : INFO : Epoch 1598 | loss: 0.0311847 | val_loss: 0.0311809 | Time: 1087.25 ms
[2022-04-12 12:19:23 main:574] : INFO : Epoch 1599 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 1057.73 ms
[2022-04-12 12:19:24 main:574] : INFO : Epoch 1600 | loss: 0.0311883 | val_loss: 0.0311847 | Time: 1084.77 ms
[2022-04-12 12:19:25 main:574] : INFO : Epoch 1601 | loss: 0.0311868 | val_loss: 0.0311796 | Time: 1050.8 ms
[2022-04-12 12:19:27 main:574] : INFO : Epoch 1602 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 1082.29 ms
[2022-04-12 12:19:28 main:574] : INFO : Epoch 1603 | loss: 0.0311858 | val_loss: 0.0311795 | Time: 1044.2 ms
[2022-04-12 12:19:29 main:574] : INFO : Epoch 1604 | loss: 0.0311841 | val_loss: 0.03118 | Time: 1093.61 ms
[2022-04-12 12:19:30 main:574] : INFO : Epoch 1605 | loss: 0.0311843 | val_loss: 0.03118 | Time: 1049.54 ms
[2022-04-12 12:19:31 main:574] : INFO : Epoch 1606 | loss: 0.031184 | val_loss: 0.0311797 | Time: 1087.3 ms
[2022-04-12 12:19:32 main:574] : INFO : Epoch 1607 | loss: 0.0311847 | val_loss: 0.0311808 | Time: 1057.08 ms
[2022-04-12 12:19:33 main:574] : INFO : Epoch 1608 | loss: 0.0311846 | val_loss: 0.0311806 | Time: 1074.51 ms
[2022-04-12 12:19:34 main:574] : INFO : Epoch 1609 | loss: 0.0311843 | val_loss: 0.0311798 | Time: 1053.69 ms
[2022-04-12 12:19:35 main:574] : INFO : Epoch 1610 | loss: 0.0311843 | val_loss: 0.031181 | Time: 1073.39 ms
[2022-04-12 12:19:36 main:574] : INFO : Epoch 1611 | loss: 0.0311849 | val_loss: 0.0311799 | Time: 1061.58 ms
[2022-04-12 12:19:37 main:574] : INFO : Epoch 1612 | loss: 0.0311838 | val_loss: 0.0311803 | Time: 1076.72 ms
[2022-04-12 12:19:38 main:574] : INFO : Epoch 1613 | loss: 0.0311855 | val_loss: 0.0311807 | Time: 1071.21 ms
[2022-04-12 12:19:39 main:574] : INFO : Epoch 1614 | loss: 0.0311838 | val_loss: 0.03118 | Time: 1059.99 ms
[2022-04-12 12:19:40 main:574] : INFO : Epoch 1615 | loss: 0.0311837 | val_loss: 0.0311793 | Time: 1081.64 ms
[2022-04-12 12:19:42 main:574] : INFO : Epoch 1616 | loss: 0.0311851 | val_loss: 0.0311807 | Time: 1048.85 ms
[2022-04-12 12:19:43 main:574] : INFO : Epoch 1617 | loss: 0.0311847 | val_loss: 0.0311803 | Time: 1100.4 ms
[2022-04-12 12:19:44 main:574] : INFO : Epoch 1618 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 1040.17 ms
[2022-04-12 12:19:45 main:574] : INFO : Epoch 1619 | loss: 0.0311843 | val_loss: 0.0311795 | Time: 1098.73 ms
[2022-04-12 12:19:46 main:574] : INFO : Epoch 1620 | loss: 0.0311867 | val_loss: 0.03118 | Time: 1046.41 ms
[2022-04-12 12:19:47 main:574] : INFO : Epoch 1621 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 1094.51 ms
[2022-04-12 12:19:48 main:574] : INFO : Epoch 1622 | loss: 0.0311847 | val_loss: 0.0311806 | Time: 1047.63 ms
[2022-04-12 12:19:49 main:574] : INFO : Epoch 1623 | loss: 0.031184 | val_loss: 0.0311797 | Time: 1084.62 ms
[2022-04-12 12:19:50 main:574] : INFO : Epoch 1624 | loss: 0.0311848 | val_loss: 0.031181 | Time: 1054.59 ms
[2022-04-12 12:19:51 main:574] : INFO : Epoch 1625 | loss: 0.0311843 | val_loss: 0.0311792 | Time: 1081.74 ms
[2022-04-12 12:19:52 main:574] : INFO : Epoch 1626 | loss: 0.0311833 | val_loss: 0.0311835 | Time: 1064.68 ms
[2022-04-12 12:19:53 main:574] : INFO : Epoch 1627 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 1067.19 ms
[2022-04-12 12:19:54 main:574] : INFO : Epoch 1628 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1071.96 ms
[2022-04-12 12:19:56 main:574] : INFO : Epoch 1629 | loss: 0.0311853 | val_loss: 0.0311807 | Time: 1079.71 ms
[2022-04-12 12:19:57 main:574] : INFO : Epoch 1630 | loss: 0.031184 | val_loss: 0.0311862 | Time: 1077.78 ms
[2022-04-12 12:19:58 main:574] : INFO : Epoch 1631 | loss: 0.031188 | val_loss: 0.0311819 | Time: 1048.66 ms
[2022-04-12 12:19:59 main:574] : INFO : Epoch 1632 | loss: 0.0311845 | val_loss: 0.0311789 | Time: 1098.02 ms
[2022-04-12 12:20:00 main:574] : INFO : Epoch 1633 | loss: 0.031183 | val_loss: 0.0311786 | Time: 1048.97 ms
[2022-04-12 12:20:01 main:574] : INFO : Epoch 1634 | loss: 0.0311846 | val_loss: 0.0311804 | Time: 1091.52 ms
[2022-04-12 12:20:02 main:574] : INFO : Epoch 1635 | loss: 0.0311835 | val_loss: 0.0311792 | Time: 1040.38 ms
[2022-04-12 12:20:03 main:574] : INFO : Epoch 1636 | loss: 0.0311836 | val_loss: 0.031179 | Time: 1084.35 ms
[2022-04-12 12:20:04 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.0311789 | Time: 1054.15 ms
[2022-04-12 12:20:05 main:574] : INFO : Epoch 1638 | loss: 0.0311834 | val_loss: 0.031179 | Time: 1072.65 ms
[2022-04-12 12:20:06 main:574] : INFO : Epoch 1639 | loss: 0.0311855 | val_loss: 0.0311797 | Time: 1051.05 ms
[2022-04-12 12:20:07 main:574] : INFO : Epoch 1640 | loss: 0.0311859 | val_loss: 0.0311801 | Time: 1066.28 ms
[2022-04-12 12:20:08 main:574] : INFO : Epoch 1641 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 1065.86 ms
[2022-04-12 12:20:09 main:574] : INFO : Epoch 1642 | loss: 0.0311834 | val_loss: 0.0311816 | Time: 1071.39 ms
[2022-04-12 12:20:11 main:574] : INFO : Epoch 1643 | loss: 0.0311851 | val_loss: 0.0311805 | Time: 1085 ms
[2022-04-12 12:20:12 main:574] : INFO : Epoch 1644 | loss: 0.0311831 | val_loss: 0.031179 | Time: 1053.8 ms
[2022-04-12 12:20:13 main:574] : INFO : Epoch 1645 | loss: 0.0311827 | val_loss: 0.0311885 | Time: 1077.19 ms
[2022-04-12 12:20:14 main:574] : INFO : Epoch 1646 | loss: 0.0311857 | val_loss: 0.0311815 | Time: 1046.46 ms
[2022-04-12 12:20:15 main:574] : INFO : Epoch 1647 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 1088.97 ms
[2022-04-12 12:20:16 main:574] : INFO : Epoch 1648 | loss: 0.0311896 | val_loss: 0.0311812 | Time: 1043.06 ms
[2022-04-12 12:20:17 main:574] : INFO : Epoch 1649 | loss: 0.0311854 | val_loss: 0.031182 | Time: 1106.15 ms
[2022-04-12 12:20:18 main:574] : INFO : Epoch 1650 | loss: 0.0311838 | val_loss: 0.0311796 | Time: 1035.89 ms
[2022-04-12 12:20:19 main:574] : INFO : Epoch 1651 | loss: 0.0311842 | val_loss: 0.0311779 | Time: 1094.23 ms
[2022-04-12 12:20:20 main:574] : INFO : Epoch 1652 | loss: 0.0311849 | val_loss: 0.0311812 | Time: 1043.6 ms
[2022-04-12 12:20:21 main:574] : INFO : Epoch 1653 | loss: 0.0311832 | val_loss: 0.031179 | Time: 1091.48 ms
[2022-04-12 12:20:22 main:574] : INFO : Epoch 1654 | loss: 0.0311834 | val_loss: 0.0311785 | Time: 1055.04 ms
[2022-04-12 12:20:23 main:574] : INFO : Epoch 1655 | loss: 0.0311844 | val_loss: 0.0311788 | Time: 1080.14 ms
[2022-04-12 12:20:24 main:574] : INFO : Epoch 1656 | loss: 0.0311835 | val_loss: 0.0311791 | Time: 1060.47 ms
[2022-04-12 12:20:26 main:574] : INFO : Epoch 1657 | loss: 0.0311845 | val_loss: 0.0311797 | Time: 1068.27 ms
[2022-04-12 12:20:27 main:574] : INFO : Epoch 1658 | loss: 0.0311829 | val_loss: 0.0311789 | Time: 1067.25 ms
[2022-04-12 12:20:28 main:574] : INFO : Epoch 1659 | loss: 0.0311828 | val_loss: 0.0311785 | Time: 1066.23 ms
[2022-04-12 12:20:29 main:574] : INFO : Epoch 1660 | loss: 0.0311833 | val_loss: 0.0311793 | Time: 1070.19 ms
[2022-04-12 12:20:30 main:574] : INFO : Epoch 1661 | loss: 0.0311824 | val_loss: 0.0311791 | Time: 1062.32 ms
[2022-04-12 12:20:31 main:574] : INFO : Epoch 1662 | loss: 0.0311826 | val_loss: 0.0311785 | Time: 1077.6 ms
[2022-04-12 12:20:32 main:574] : INFO : Epoch 1663 | loss: 0.0311834 | val_loss: 0.0311791 | Time: 1055.28 ms
[2022-04-12 12:20:33 main:574] : INFO : Epoch 1664 | loss: 0.0311839 | val_loss: 0.0311783 | Time: 1088.61 ms
[2022-04-12 12:20:34 main:574] : INFO : Epoch 1665 | loss: 0.031182 | val_loss: 0.0311801 | Time: 1046.12 ms
[2022-04-12 12:20:35 main:574] : INFO : Epoch 1666 | loss: 0.0311829 | val_loss: 0.0311792 | Time: 1090.45 ms
[2022-04-12 12:20:36 main:574] : INFO : Epoch 1667 | loss: 0.0311846 | val_loss: 0.0311802 | Time: 1039.08 ms
[2022-04-12 12:20:37 main:574] : INFO : Epoch 1668 | loss: 0.0311868 | val_loss: 0.0311847 | Time: 1098.34 ms
[2022-04-12 12:20:38 main:574] : INFO : Epoch 1669 | loss: 0.0311885 | val_loss: 0.0311812 | Time: 1057.23 ms
[2022-04-12 12:20:40 main:574] : INFO : Epoch 1670 | loss: 0.0311835 | val_loss: 0.0311808 | Time: 1086.04 ms
[2022-04-12 12:20:41 main:574] : INFO : Epoch 1671 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 1052.9 ms
[2022-04-12 12:20:42 main:574] : INFO : Epoch 1672 | loss: 0.031183 | val_loss: 0.0311805 | Time: 1081.25 ms
[2022-04-12 12:20:43 main:574] : INFO : Epoch 1673 | loss: 0.0311828 | val_loss: 0.0311794 | Time: 1067.36 ms
[2022-04-12 12:20:44 main:574] : INFO : Epoch 1674 | loss: 0.0311838 | val_loss: 0.0311785 | Time: 1069.56 ms
[2022-04-12 12:20:45 main:574] : INFO : Epoch 1675 | loss: 0.0311833 | val_loss: 0.0311778 | Time: 1068.43 ms
[2022-04-12 12:20:46 main:574] : INFO : Epoch 1676 | loss: 0.0311824 | val_loss: 0.0311785 | Time: 1065.1 ms
[2022-04-12 12:20:47 main:574] : INFO : Epoch 1677 | loss: 0.0311821 | val_loss: 0.0311792 | Time: 1083.29 ms
[2022-04-12 12:20:48 main:574] : INFO : Epoch 1678 | loss: 0.0311837 | val_loss: 0.0311781 | Time: 1053.33 ms
[2022-04-12 12:20:49 main:574] : INFO : Epoch 1679 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 1088.14 ms
[2022-04-12 12:20:50 main:574] : INFO : Epoch 1680 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 1051.57 ms
[2022-04-12 12:20:51 main:574] : INFO : Epoch 1681 | loss: 0.0311879 | val_loss: 0.0311832 | Time: 1090.12 ms
[2022-04-12 12:20:52 main:574] : INFO : Epoch 1682 | loss: 0.0311916 | val_loss: 0.0311836 | Time: 1040.96 ms
[2022-04-12 12:20:53 main:574] : INFO : Epoch 1683 | loss: 0.0311842 | val_loss: 0.0311815 | Time: 1096.67 ms
[2022-04-12 12:20:55 main:574] : INFO : Epoch 1684 | loss: 0.0311839 | val_loss: 0.0311789 | Time: 1045.15 ms
[2022-04-12 12:20:56 main:574] : INFO : Epoch 1685 | loss: 0.0311818 | val_loss: 0.0311782 | Time: 1087.93 ms
[2022-04-12 12:20:57 main:574] : INFO : Epoch 1686 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 1060.81 ms
[2022-04-12 12:20:58 main:574] : INFO : Epoch 1687 | loss: 0.0311821 | val_loss: 0.0311779 | Time: 1069.65 ms
[2022-04-12 12:20:59 main:574] : INFO : Epoch 1688 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 1070.13 ms
[2022-04-12 12:21:00 main:574] : INFO : Epoch 1689 | loss: 0.0311819 | val_loss: 0.0311776 | Time: 1073.08 ms
[2022-04-12 12:21:01 main:574] : INFO : Epoch 1690 | loss: 0.0311827 | val_loss: 0.0311776 | Time: 1065.45 ms
[2022-04-12 12:21:02 main:574] : INFO : Epoch 1691 | loss: 0.0311816 | val_loss: 0.0311792 | Time: 1057.38 ms
[2022-04-12 12:21:03 main:574] : INFO : Epoch 1692 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 1072.46 ms
[2022-04-12 12:21:04 main:574] : INFO : Epoch 1693 | loss: 0.0311813 | val_loss: 0.0311775 | Time: 1054.7 ms
[2022-04-12 12:21:05 main:574] : INFO : Epoch 1694 | loss: 0.0311814 | val_loss: 0.0311778 | Time: 1083.34 ms
[2022-04-12 12:21:06 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311775 | Time: 1041.81 ms
[2022-04-12 12:21:07 main:574] : INFO : Epoch 1696 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 1124.55 ms
[2022-04-12 12:21:08 main:574] : INFO : Epoch 1697 | loss: 0.0311808 | val_loss: 0.0311777 | Time: 1074.17 ms
[2022-04-12 12:21:10 main:574] : INFO : Epoch 1698 | loss: 0.0311815 | val_loss: 0.031178 | Time: 1096.34 ms
[2022-04-12 12:21:11 main:574] : INFO : Epoch 1699 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 1082.01 ms
[2022-04-12 12:21:12 main:574] : INFO : Epoch 1700 | loss: 0.0311841 | val_loss: 0.0311804 | Time: 1120.13 ms
[2022-04-12 12:21:13 main:574] : INFO : Epoch 1701 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 1064.14 ms
[2022-04-12 12:21:14 main:574] : INFO : Epoch 1702 | loss: 0.031182 | val_loss: 0.0311806 | Time: 1067.47 ms
[2022-04-12 12:21:15 main:574] : INFO : Epoch 1703 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 1066.25 ms
[2022-04-12 12:21:16 main:574] : INFO : Epoch 1704 | loss: 0.0311831 | val_loss: 0.031178 | Time: 1049.97 ms
[2022-04-12 12:21:17 main:574] : INFO : Epoch 1705 | loss: 0.0311817 | val_loss: 0.0311796 | Time: 1066.94 ms
[2022-04-12 12:21:18 main:574] : INFO : Epoch 1706 | loss: 0.0311824 | val_loss: 0.0311783 | Time: 1059.02 ms
[2022-04-12 12:21:19 main:574] : INFO : Epoch 1707 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 1081.75 ms
[2022-04-12 12:21:20 main:574] : INFO : Epoch 1708 | loss: 0.031182 | val_loss: 0.0311778 | Time: 1052 ms
[2022-04-12 12:21:21 main:574] : INFO : Epoch 1709 | loss: 0.0311809 | val_loss: 0.0311791 | Time: 1090.59 ms
[2022-04-12 12:21:22 main:574] : INFO : Epoch 1710 | loss: 0.0311812 | val_loss: 0.0311787 | Time: 1044.08 ms
[2022-04-12 12:21:24 main:574] : INFO : Epoch 1711 | loss: 0.0311816 | val_loss: 0.0311785 | Time: 1118.67 ms
[2022-04-12 12:21:25 main:574] : INFO : Epoch 1712 | loss: 0.031182 | val_loss: 0.031181 | Time: 1034.07 ms
[2022-04-12 12:21:26 main:574] : INFO : Epoch 1713 | loss: 0.0311814 | val_loss: 0.0311786 | Time: 1089.05 ms
[2022-04-12 12:21:27 main:574] : INFO : Epoch 1714 | loss: 0.0311808 | val_loss: 0.0311777 | Time: 1045.52 ms
[2022-04-12 12:21:28 main:574] : INFO : Epoch 1715 | loss: 0.0311809 | val_loss: 0.0311777 | Time: 1096.12 ms
[2022-04-12 12:21:29 main:574] : INFO : Epoch 1716 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 1065.07 ms
[2022-04-12 12:21:30 main:574] : INFO : Epoch 1717 | loss: 0.0311806 | val_loss: 0.0311772 | Time: 1089.65 ms
[2022-04-12 12:21:31 main:574] : INFO : Epoch 1718 | loss: 0.0311797 | val_loss: 0.0311768 | Time: 1055.43 ms
[2022-04-12 12:21:32 main:574] : INFO : Epoch 1719 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 1066.71 ms
[2022-04-12 12:21:33 main:574] : INFO : Epoch 1720 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1071.26 ms
[2022-04-12 12:21:34 main:574] : INFO : Epoch 1721 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 1069.51 ms
[2022-04-12 12:21:35 main:574] : INFO : Epoch 1722 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 1071.47 ms
[2022-04-12 12:21:36 main:574] : INFO : Epoch 1723 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 1056.4 ms
[2022-04-12 12:21:38 main:574] : INFO : Epoch 1724 | loss: 0.0311787 | val_loss: 0.0311782 | Time: 1077.49 ms
[2022-04-12 12:21:39 main:574] : INFO : Epoch 1725 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 1038.76 ms
[2022-04-12 12:21:40 main:574] : INFO : Epoch 1726 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1095.81 ms
[2022-04-12 12:21:41 main:574] : INFO : Epoch 1727 | loss: 0.0311808 | val_loss: 0.03118 | Time: 1033.96 ms
[2022-04-12 12:21:42 main:574] : INFO : Epoch 1728 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 1094.46 ms
[2022-04-12 12:21:43 main:574] : INFO : Epoch 1729 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 1043.09 ms
[2022-04-12 12:21:44 main:574] : INFO : Epoch 1730 | loss: 0.0311819 | val_loss: 0.0311795 | Time: 1093.62 ms
[2022-04-12 12:21:45 main:574] : INFO : Epoch 1731 | loss: 0.0311811 | val_loss: 0.0311779 | Time: 1039.99 ms
[2022-04-12 12:21:46 main:574] : INFO : Epoch 1732 | loss: 0.0311798 | val_loss: 0.0311785 | Time: 1074.91 ms
[2022-04-12 12:21:47 main:574] : INFO : Epoch 1733 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 1046.44 ms
[2022-04-12 12:21:48 main:574] : INFO : Epoch 1734 | loss: 0.0311795 | val_loss: 0.0311776 | Time: 1071.21 ms
[2022-04-12 12:21:49 main:574] : INFO : Epoch 1735 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 1056.69 ms
[2022-04-12 12:21:50 main:574] : INFO : Epoch 1736 | loss: 0.0311822 | val_loss: 0.031179 | Time: 1074.03 ms
[2022-04-12 12:21:51 main:574] : INFO : Epoch 1737 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 1058.27 ms
[2022-04-12 12:21:52 main:574] : INFO : Epoch 1738 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 1058.48 ms
[2022-04-12 12:21:54 main:574] : INFO : Epoch 1739 | loss: 0.0311811 | val_loss: 0.0311785 | Time: 1078.13 ms
[2022-04-12 12:21:55 main:574] : INFO : Epoch 1740 | loss: 0.0311791 | val_loss: 0.0311773 | Time: 1053.29 ms
[2022-04-12 12:21:56 main:574] : INFO : Epoch 1741 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 1081.58 ms
[2022-04-12 12:21:57 main:574] : INFO : Epoch 1742 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 1047.18 ms
[2022-04-12 12:21:58 main:574] : INFO : Epoch 1743 | loss: 0.0311789 | val_loss: 0.0311769 | Time: 1085.39 ms
[2022-04-12 12:21:59 main:574] : INFO : Epoch 1744 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1042.44 ms
[2022-04-12 12:22:00 main:574] : INFO : Epoch 1745 | loss: 0.0311805 | val_loss: 0.0311775 | Time: 1086.36 ms
[2022-04-12 12:22:01 main:574] : INFO : Epoch 1746 | loss: 0.0311795 | val_loss: 0.0311764 | Time: 1047.6 ms
[2022-04-12 12:22:02 main:574] : INFO : Epoch 1747 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 1088.77 ms
[2022-04-12 12:22:03 main:574] : INFO : Epoch 1748 | loss: 0.0311782 | val_loss: 0.0311763 | Time: 1050.72 ms
[2022-04-12 12:22:04 main:574] : INFO : Epoch 1749 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 1082.16 ms
[2022-04-12 12:22:05 main:574] : INFO : Epoch 1750 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 1047.72 ms
[2022-04-12 12:22:06 main:574] : INFO : Epoch 1751 | loss: 0.0311789 | val_loss: 0.0311764 | Time: 1071.03 ms
[2022-04-12 12:22:07 main:574] : INFO : Epoch 1752 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1062.68 ms
[2022-04-12 12:22:09 main:574] : INFO : Epoch 1753 | loss: 0.0311789 | val_loss: 0.0311766 | Time: 1062.96 ms
[2022-04-12 12:22:10 main:574] : INFO : Epoch 1754 | loss: 0.0311775 | val_loss: 0.0311778 | Time: 1066.89 ms
[2022-04-12 12:22:11 main:574] : INFO : Epoch 1755 | loss: 0.0311783 | val_loss: 0.0311764 | Time: 1083.48 ms
[2022-04-12 12:22:12 main:574] : INFO : Epoch 1756 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1076.36 ms
[2022-04-12 12:22:13 main:574] : INFO : Epoch 1757 | loss: 0.0311776 | val_loss: 0.031177 | Time: 1050.03 ms
[2022-04-12 12:22:14 main:574] : INFO : Epoch 1758 | loss: 0.0311777 | val_loss: 0.031176 | Time: 1145.66 ms
[2022-04-12 12:22:15 main:574] : INFO : Epoch 1759 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1043.5 ms
[2022-04-12 12:22:16 main:574] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.031178 | Time: 1119.56 ms
[2022-04-12 12:22:17 main:574] : INFO : Epoch 1761 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 1037.65 ms
[2022-04-12 12:22:18 main:574] : INFO : Epoch 1762 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 1094.48 ms
[2022-04-12 12:22:19 main:574] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.0311793 | Time: 1050.74 ms
[2022-04-12 12:22:20 main:574] : INFO : Epoch 1764 | loss: 0.0311822 | val_loss: 0.0311902 | Time: 1077.07 ms
[2022-04-12 12:22:21 main:574] : INFO : Epoch 1765 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1053.03 ms
[2022-04-12 12:22:23 main:574] : INFO : Epoch 1766 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 1068.48 ms
[2022-04-12 12:22:24 main:574] : INFO : Epoch 1767 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 1071.71 ms
[2022-04-12 12:22:25 main:574] : INFO : Epoch 1768 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 1064.64 ms
[2022-04-12 12:22:26 main:574] : INFO : Epoch 1769 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 1066.48 ms
[2022-04-12 12:22:27 main:574] : INFO : Epoch 1770 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 1061.15 ms
[2022-04-12 12:22:28 main:574] : INFO : Epoch 1771 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 1082.96 ms
[2022-04-12 12:22:29 main:574] : INFO : Epoch 1772 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 1056.24 ms
[2022-04-12 12:22:30 main:574] : INFO : Epoch 1773 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 1087.46 ms
[2022-04-12 12:22:31 main:574] : INFO : Epoch 1774 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 1038.38 ms
[2022-04-12 12:22:32 main:574] : INFO : Epoch 1775 | loss: 0.0311785 | val_loss: 0.0311774 | Time: 1092.36 ms
[2022-04-12 12:22:33 main:574] : INFO : Epoch 1776 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 1035.91 ms
[2022-04-12 12:22:34 main:574] : INFO : Epoch 1777 | loss: 0.0311771 | val_loss: 0.031176 | Time: 1100.04 ms
[2022-04-12 12:22:35 main:574] : INFO : Epoch 1778 | loss: 0.031177 | val_loss: 0.0311758 | Time: 1040.41 ms
[2022-04-12 12:22:36 main:574] : INFO : Epoch 1779 | loss: 0.031178 | val_loss: 0.0311783 | Time: 1094.46 ms
[2022-04-12 12:22:38 main:574] : INFO : Epoch 1780 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 1046.87 ms
[2022-04-12 12:22:39 main:574] : INFO : Epoch 1781 | loss: 0.0311782 | val_loss: 0.0311756 | Time: 1084.07 ms
[2022-04-12 12:22:40 main:574] : INFO : Epoch 1782 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 1056.13 ms
[2022-04-12 12:22:41 main:574] : INFO : Epoch 1783 | loss: 0.0311804 | val_loss: 0.0311769 | Time: 1073.72 ms
[2022-04-12 12:22:42 main:574] : INFO : Epoch 1784 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 1065.73 ms
[2022-04-12 12:22:43 main:574] : INFO : Epoch 1785 | loss: 0.0311782 | val_loss: 0.031176 | Time: 1065.76 ms
[2022-04-12 12:22:44 main:574] : INFO : Epoch 1786 | loss: 0.0311774 | val_loss: 0.031177 | Time: 1109.57 ms
[2022-04-12 12:22:45 main:574] : INFO : Epoch 1787 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1055.3 ms
[2022-04-12 12:22:46 main:574] : INFO : Epoch 1788 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1083.68 ms
[2022-04-12 12:22:47 main:574] : INFO : Epoch 1789 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 1046.24 ms
[2022-04-12 12:22:48 main:574] : INFO : Epoch 1790 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 1085.27 ms
[2022-04-12 12:22:49 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311776 | Time: 1045.66 ms
[2022-04-12 12:22:50 main:574] : INFO : Epoch 1792 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 1103.53 ms
[2022-04-12 12:22:52 main:574] : INFO : Epoch 1793 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 1032.57 ms
[2022-04-12 12:22:53 main:574] : INFO : Epoch 1794 | loss: 0.0311789 | val_loss: 0.0311768 | Time: 1092.53 ms
[2022-04-12 12:22:54 main:574] : INFO : Epoch 1795 | loss: 0.0311783 | val_loss: 0.0311766 | Time: 1052.89 ms
[2022-04-12 12:22:55 main:574] : INFO : Epoch 1796 | loss: 0.0311781 | val_loss: 0.0311768 | Time: 1085.43 ms
[2022-04-12 12:22:56 main:574] : INFO : Epoch 1797 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 1042.28 ms
[2022-04-12 12:22:57 main:574] : INFO : Epoch 1798 | loss: 0.0311791 | val_loss: 0.0311764 | Time: 1081.94 ms
[2022-04-12 12:22:58 main:574] : INFO : Epoch 1799 | loss: 0.0311786 | val_loss: 0.0311766 | Time: 1052.54 ms
[2022-04-12 12:22:59 main:574] : INFO : Epoch 1800 | loss: 0.0311791 | val_loss: 0.031176 | Time: 1069.67 ms
[2022-04-12 12:23:00 main:574] : INFO : Epoch 1801 | loss: 0.0311796 | val_loss: 0.0311761 | Time: 1088.03 ms
[2022-04-12 12:23:01 main:574] : INFO : Epoch 1802 | loss: 0.0311812 | val_loss: 0.0311763 | Time: 1060.26 ms
[2022-04-12 12:23:02 main:574] : INFO : Epoch 1803 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 1075.91 ms
[2022-04-12 12:23:03 main:574] : INFO : Epoch 1804 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1056.5 ms
[2022-04-12 12:23:04 main:574] : INFO : Epoch 1805 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 1073.59 ms
[2022-04-12 12:23:05 main:574] : INFO : Epoch 1806 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 1042.15 ms
[2022-04-12 12:23:07 main:574] : INFO : Epoch 1807 | loss: 0.0311782 | val_loss: 0.0311761 | Time: 1083.95 ms
[2022-04-12 12:23:08 main:574] : INFO : Epoch 1808 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 1043.67 ms
[2022-04-12 12:23:09 main:574] : INFO : Epoch 1809 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1094.29 ms
[2022-04-12 12:23:10 main:574] : INFO : Epoch 1810 | loss: 0.0311797 | val_loss: 0.0311752 | Time: 1043.19 ms
[2022-04-12 12:23:11 main:574] : INFO : Epoch 1811 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 1099.7 ms
[2022-04-12 12:23:12 main:574] : INFO : Epoch 1812 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 1051.01 ms
[2022-04-12 12:23:13 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0311743 | Time: 1067.9 ms
[2022-04-12 12:23:14 main:574] : INFO : Epoch 1814 | loss: 0.0311816 | val_loss: 0.031175 | Time: 1056.14 ms
[2022-04-12 12:23:15 main:574] : INFO : Epoch 1815 | loss: 0.0311826 | val_loss: 0.0311771 | Time: 1074.59 ms
[2022-04-12 12:23:16 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.031176 | Time: 1065.99 ms
[2022-04-12 12:23:17 main:574] : INFO : Epoch 1817 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 1070.71 ms
[2022-04-12 12:23:18 main:574] : INFO : Epoch 1818 | loss: 0.0311764 | val_loss: 0.0311743 | Time: 1060.5 ms
[2022-04-12 12:23:19 main:574] : INFO : Epoch 1819 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 1060.34 ms
[2022-04-12 12:23:20 main:574] : INFO : Epoch 1820 | loss: 0.0311788 | val_loss: 0.0311767 | Time: 1071.19 ms
[2022-04-12 12:23:22 main:574] : INFO : Epoch 1821 | loss: 0.0311776 | val_loss: 0.0311756 | Time: 1052.98 ms
[2022-04-12 12:23:23 main:574] : INFO : Epoch 1822 | loss: 0.0311761 | val_loss: 0.031177 | Time: 1084.29 ms
[2022-04-12 12:23:24 main:574] : INFO : Epoch 1823 | loss: 0.0311776 | val_loss: 0.0311765 | Time: 1050.25 ms
[2022-04-12 12:23:25 main:574] : INFO : Epoch 1824 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 1099.93 ms
[2022-04-12 12:23:26 main:574] : INFO : Epoch 1825 | loss: 0.0311766 | val_loss: 0.0311759 | Time: 1032.27 ms
[2022-04-12 12:23:27 main:574] : INFO : Epoch 1826 | loss: 0.031177 | val_loss: 0.0311759 | Time: 1081.1 ms
[2022-04-12 12:23:28 main:574] : INFO : Epoch 1827 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 1049.91 ms
[2022-04-12 12:23:29 main:574] : INFO : Epoch 1828 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 1079.88 ms
[2022-04-12 12:23:30 main:574] : INFO : Epoch 1829 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 1053.62 ms
[2022-04-12 12:23:31 main:574] : INFO : Epoch 1830 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 1068.59 ms
[2022-04-12 12:23:32 main:574] : INFO : Epoch 1831 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 1048.43 ms
[2022-04-12 12:23:33 main:574] : INFO : Epoch 1832 | loss: 0.0311792 | val_loss: 0.0311779 | Time: 1064.53 ms
[2022-04-12 12:23:34 main:574] : INFO : Epoch 1833 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 1073.6 ms
[2022-04-12 12:23:35 main:574] : INFO : Epoch 1834 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1059.42 ms
[2022-04-12 12:23:37 main:574] : INFO : Epoch 1835 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1074.36 ms
[2022-04-12 12:23:38 main:574] : INFO : Epoch 1836 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 1053.25 ms
[2022-04-12 12:23:39 main:574] : INFO : Epoch 1837 | loss: 0.0311803 | val_loss: 0.0311827 | Time: 1083.06 ms
[2022-04-12 12:23:40 main:574] : INFO : Epoch 1838 | loss: 0.031178 | val_loss: 0.031177 | Time: 1043.86 ms
[2022-04-12 12:23:41 main:574] : INFO : Epoch 1839 | loss: 0.031177 | val_loss: 0.0311764 | Time: 1107.47 ms
[2022-04-12 12:23:42 main:574] : INFO : Epoch 1840 | loss: 0.0311773 | val_loss: 0.0311768 | Time: 1041.11 ms
[2022-04-12 12:23:43 main:574] : INFO : Epoch 1841 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 1100.99 ms
[2022-04-12 12:23:44 main:574] : INFO : Epoch 1842 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 1050.36 ms
[2022-04-12 12:23:45 main:574] : INFO : Epoch 1843 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 1098.45 ms
[2022-04-12 12:23:46 main:574] : INFO : Epoch 1844 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1050.04 ms
[2022-04-12 12:23:47 main:574] : INFO : Epoch 1845 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 1082.07 ms
[2022-04-12 12:23:48 main:574] : INFO : Epoch 1846 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1057.67 ms
[2022-04-12 12:23:49 main:574] : INFO : Epoch 1847 | loss: 0.0311812 | val_loss: 0.031179 | Time: 1075.06 ms
[2022-04-12 12:23:50 main:574] : INFO : Epoch 1848 | loss: 0.03118 | val_loss: 0.0311788 | Time: 1051.33 ms
[2022-04-12 12:23:52 main:574] : INFO : Epoch 1849 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 1065.78 ms
[2022-04-12 12:23:53 main:574] : INFO : Epoch 1850 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 1074.42 ms
[2022-04-12 12:23:54 main:574] : INFO : Epoch 1851 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 1086.51 ms
[2022-04-12 12:23:55 main:574] : INFO : Epoch 1852 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 1077.97 ms
[2022-04-12 12:23:56 main:574] : INFO : Epoch 1853 | loss: 0.0311788 | val_loss: 0.0311794 | Time: 1045.15 ms
[2022-04-12 12:23:57 main:574] : INFO : Epoch 1854 | loss: 0.0311784 | val_loss: 0.0311777 | Time: 1124.57 ms
[2022-04-12 12:23:58 main:574] : INFO : Epoch 1855 | loss: 0.0311773 | val_loss: 0.0311763 | Time: 1036.57 ms
[2022-04-12 12:23:59 main:574] : INFO : Epoch 1856 | loss: 0.0311765 | val_loss: 0.031179 | Time: 1099.63 ms
[2022-04-12 12:24:00 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.0311758 | Time: 1040.19 ms
[2022-04-12 12:24:01 main:574] : INFO : Epoch 1858 | loss: 0.0311788 | val_loss: 0.0311761 | Time: 1090.87 ms
[2022-04-12 12:24:02 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1082.4 ms
[2022-04-12 12:24:03 main:574] : INFO : Epoch 1860 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 1082.06 ms
[2022-04-12 12:24:05 main:574] : INFO : Epoch 1861 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1057.86 ms
[2022-04-12 12:24:06 main:574] : INFO : Epoch 1862 | loss: 0.031178 | val_loss: 0.0311792 | Time: 1072.86 ms
[2022-04-12 12:24:07 main:574] : INFO : Epoch 1863 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 1082.29 ms
[2022-04-12 12:24:08 main:574] : INFO : Epoch 1864 | loss: 0.0311785 | val_loss: 0.0311765 | Time: 1083.45 ms
[2022-04-12 12:24:09 main:574] : INFO : Epoch 1865 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 1076.3 ms
[2022-04-12 12:24:10 main:574] : INFO : Epoch 1866 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 1058.4 ms
[2022-04-12 12:24:11 main:574] : INFO : Epoch 1867 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 1088.94 ms
[2022-04-12 12:24:12 main:574] : INFO : Epoch 1868 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 1056.86 ms
[2022-04-12 12:24:13 main:574] : INFO : Epoch 1869 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 1092.4 ms
[2022-04-12 12:24:14 main:574] : INFO : Epoch 1870 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1053.59 ms
[2022-04-12 12:24:15 main:574] : INFO : Epoch 1871 | loss: 0.031177 | val_loss: 0.031177 | Time: 1097.47 ms
[2022-04-12 12:24:16 main:574] : INFO : Epoch 1872 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 1038.63 ms
[2022-04-12 12:24:17 main:574] : INFO : Epoch 1873 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 1092.84 ms
[2022-04-12 12:24:19 main:574] : INFO : Epoch 1874 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 1053.18 ms
[2022-04-12 12:24:20 main:574] : INFO : Epoch 1875 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 1084.46 ms
[2022-04-12 12:24:21 main:574] : INFO : Epoch 1876 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 1072.23 ms
[2022-04-12 12:24:22 main:574] : INFO : Epoch 1877 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 1077.72 ms
[2022-04-12 12:24:23 main:574] : INFO : Epoch 1878 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 1060.21 ms
[2022-04-12 12:24:24 main:574] : INFO : Epoch 1879 | loss: 0.031178 | val_loss: 0.031177 | Time: 1071.65 ms
[2022-04-12 12:24:25 main:574] : INFO : Epoch 1880 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 1068.48 ms
[2022-04-12 12:24:26 main:574] : INFO : Epoch 1881 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1069.35 ms
[2022-04-12 12:24:27 main:574] : INFO : Epoch 1882 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1078.47 ms
[2022-04-12 12:24:28 main:574] : INFO : Epoch 1883 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 1053.7 ms
[2022-04-12 12:24:29 main:574] : INFO : Epoch 1884 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 1087.41 ms
[2022-04-12 12:24:30 main:574] : INFO : Epoch 1885 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 1050.39 ms
[2022-04-12 12:24:31 main:574] : INFO : Epoch 1886 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1100.86 ms
[2022-04-12 12:24:32 main:574] : INFO : Epoch 1887 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 1044.95 ms
[2022-04-12 12:24:34 main:574] : INFO : Epoch 1888 | loss: 0.0311784 | val_loss: 0.0311766 | Time: 1092.25 ms
[2022-04-12 12:24:35 main:574] : INFO : Epoch 1889 | loss: 0.0311777 | val_loss: 0.0311766 | Time: 1048.32 ms
[2022-04-12 12:24:36 main:574] : INFO : Epoch 1890 | loss: 0.0311774 | val_loss: 0.031177 | Time: 1099.81 ms
[2022-04-12 12:24:37 main:574] : INFO : Epoch 1891 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 1057.57 ms
[2022-04-12 12:24:38 main:574] : INFO : Epoch 1892 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 1072.21 ms
[2022-04-12 12:24:39 main:574] : INFO : Epoch 1893 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 1073.2 ms
[2022-04-12 12:24:40 main:574] : INFO : Epoch 1894 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1070.96 ms
[2022-04-12 12:24:41 main:574] : INFO : Epoch 1895 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 1085.29 ms
[2022-04-12 12:24:42 main:574] : INFO : Epoch 1896 | loss: 0.031177 | val_loss: 0.0311792 | Time: 1061.72 ms
[2022-04-12 12:24:43 main:574] : INFO : Epoch 1897 | loss: 0.031176 | val_loss: 0.03118 | Time: 1137.14 ms
[2022-04-12 12:24:44 main:574] : INFO : Epoch 1898 | loss: 0.0311811 | val_loss: 0.0311894 | Time: 1070.51 ms
[2022-04-12 12:24:45 main:574] : INFO : Epoch 1899 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 1087.32 ms
[2022-04-12 12:24:47 main:574] : INFO : Epoch 1900 | loss: 0.0311763 | val_loss: 0.031178 | Time: 1047.06 ms
[2022-04-12 12:24:48 main:574] : INFO : Epoch 1901 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1114.28 ms
[2022-04-12 12:24:49 main:574] : INFO : Epoch 1902 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1041.01 ms
[2022-04-12 12:24:50 main:574] : INFO : Epoch 1903 | loss: 0.0311755 | val_loss: 0.031177 | Time: 1087.88 ms
[2022-04-12 12:24:51 main:574] : INFO : Epoch 1904 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 1046.08 ms
[2022-04-12 12:24:52 main:574] : INFO : Epoch 1905 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1084.21 ms
[2022-04-12 12:24:53 main:574] : INFO : Epoch 1906 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 1067.58 ms
[2022-04-12 12:24:54 main:574] : INFO : Epoch 1907 | loss: 0.0311748 | val_loss: 0.0311761 | Time: 1079.25 ms
[2022-04-12 12:24:55 main:574] : INFO : Epoch 1908 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1074.66 ms
[2022-04-12 12:24:56 main:574] : INFO : Epoch 1909 | loss: 0.0311742 | val_loss: 0.031176 | Time: 1059.17 ms
[2022-04-12 12:24:57 main:574] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 1077.84 ms
[2022-04-12 12:24:58 main:574] : INFO : Epoch 1911 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 1058.08 ms
[2022-04-12 12:24:59 main:574] : INFO : Epoch 1912 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1091.57 ms
[2022-04-12 12:25:00 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 1047.52 ms
[2022-04-12 12:25:02 main:574] : INFO : Epoch 1914 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1081.1 ms
[2022-04-12 12:25:03 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1043.5 ms
[2022-04-12 12:25:04 main:574] : INFO : Epoch 1916 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 1094.73 ms
[2022-04-12 12:25:05 main:574] : INFO : Epoch 1917 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 1037.71 ms
[2022-04-12 12:25:06 main:574] : INFO : Epoch 1918 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 1097.26 ms
[2022-04-12 12:25:07 main:574] : INFO : Epoch 1919 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 1056.15 ms
[2022-04-12 12:25:08 main:574] : INFO : Epoch 1920 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1125.01 ms
[2022-04-12 12:25:09 main:574] : INFO : Epoch 1921 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 1062.03 ms
[2022-04-12 12:25:10 main:574] : INFO : Epoch 1922 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 1090 ms
[2022-04-12 12:25:11 main:574] : INFO : Epoch 1923 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 1062.16 ms
[2022-04-12 12:25:12 main:574] : INFO : Epoch 1924 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 1071.53 ms
[2022-04-12 12:25:13 main:574] : INFO : Epoch 1925 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 1085.34 ms
[2022-04-12 12:25:15 main:574] : INFO : Epoch 1926 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1051.09 ms
[2022-04-12 12:25:16 main:574] : INFO : Epoch 1927 | loss: 0.0311769 | val_loss: 0.031177 | Time: 1084.92 ms
[2022-04-12 12:25:17 main:574] : INFO : Epoch 1928 | loss: 0.0311767 | val_loss: 0.0311769 | Time: 1048.49 ms
[2022-04-12 12:25:18 main:574] : INFO : Epoch 1929 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 1086.94 ms
[2022-04-12 12:25:19 main:574] : INFO : Epoch 1930 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1048.07 ms
[2022-04-12 12:25:20 main:574] : INFO : Epoch 1931 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 1095.22 ms
[2022-04-12 12:25:21 main:574] : INFO : Epoch 1932 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1039.31 ms
[2022-04-12 12:25:22 main:574] : INFO : Epoch 1933 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 1097.92 ms
[2022-04-12 12:25:23 main:574] : INFO : Epoch 1934 | loss: 0.0311777 | val_loss: 0.0311761 | Time: 1045.9 ms
[2022-04-12 12:25:24 main:574] : INFO : Epoch 1935 | loss: 0.031176 | val_loss: 0.0311749 | Time: 1094.35 ms
[2022-04-12 12:25:25 main:574] : INFO : Epoch 1936 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 1057.34 ms
[2022-04-12 12:25:26 main:574] : INFO : Epoch 1937 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 1083.89 ms
[2022-04-12 12:25:27 main:574] : INFO : Epoch 1938 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 1060.09 ms
[2022-04-12 12:25:28 main:574] : INFO : Epoch 1939 | loss: 0.031177 | val_loss: 0.0311759 | Time: 1072.96 ms
[2022-04-12 12:25:30 main:574] : INFO : Epoch 1940 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1062.69 ms
[2022-04-12 12:25:31 main:574] : INFO : Epoch 1941 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 1054.39 ms
[2022-04-12 12:25:32 main:574] : INFO : Epoch 1942 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1071.14 ms
[2022-04-12 12:25:33 main:574] : INFO : Epoch 1943 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1049.92 ms
[2022-04-12 12:25:34 main:574] : INFO : Epoch 1944 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 1099.79 ms
[2022-04-12 12:25:35 main:574] : INFO : Epoch 1945 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 1049.55 ms
[2022-04-12 12:25:36 main:574] : INFO : Epoch 1946 | loss: 0.031175 | val_loss: 0.0311758 | Time: 1085.7 ms
[2022-04-12 12:25:37 main:574] : INFO : Epoch 1947 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 1042.81 ms
[2022-04-12 12:25:38 main:574] : INFO : Epoch 1948 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 1095.98 ms
[2022-04-12 12:25:39 main:574] : INFO : Epoch 1949 | loss: 0.0311795 | val_loss: 0.0311788 | Time: 1054.22 ms
[2022-04-12 12:25:40 main:574] : INFO : Epoch 1950 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 1086.7 ms
[2022-04-12 12:25:41 main:574] : INFO : Epoch 1951 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 1048.86 ms
[2022-04-12 12:25:42 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 1101.3 ms
[2022-04-12 12:25:43 main:574] : INFO : Epoch 1953 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1059.93 ms
[2022-04-12 12:25:45 main:574] : INFO : Epoch 1954 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 1079.42 ms
[2022-04-12 12:25:46 main:574] : INFO : Epoch 1955 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 1067.69 ms
[2022-04-12 12:25:47 main:574] : INFO : Epoch 1956 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 1071.23 ms
[2022-04-12 12:25:48 main:574] : INFO : Epoch 1957 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1067.73 ms
[2022-04-12 12:25:49 main:574] : INFO : Epoch 1958 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 1058.13 ms
[2022-04-12 12:25:50 main:574] : INFO : Epoch 1959 | loss: 0.031175 | val_loss: 0.0311772 | Time: 1091.6 ms
[2022-04-12 12:25:51 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1050.46 ms
[2022-04-12 12:25:52 main:574] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 1083.3 ms
[2022-04-12 12:25:53 main:574] : INFO : Epoch 1962 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1052.07 ms
[2022-04-12 12:25:54 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.031179 | Time: 1099.71 ms
[2022-04-12 12:25:55 main:574] : INFO : Epoch 1964 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1054.83 ms
[2022-04-12 12:25:56 main:574] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 1101.25 ms
[2022-04-12 12:25:57 main:574] : INFO : Epoch 1966 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 1051.33 ms
[2022-04-12 12:25:59 main:574] : INFO : Epoch 1967 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 1088.05 ms
[2022-04-12 12:26:00 main:574] : INFO : Epoch 1968 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1068.61 ms
[2022-04-12 12:26:01 main:574] : INFO : Epoch 1969 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 1072.37 ms
[2022-04-12 12:26:02 main:574] : INFO : Epoch 1970 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 1065.49 ms
[2022-04-12 12:26:03 main:574] : INFO : Epoch 1971 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1071.86 ms
[2022-04-12 12:26:04 main:574] : INFO : Epoch 1972 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 1074.06 ms
[2022-04-12 12:26:05 main:574] : INFO : Epoch 1973 | loss: 0.0311774 | val_loss: 0.031179 | Time: 1058.95 ms
[2022-04-12 12:26:06 main:574] : INFO : Epoch 1974 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 1079.24 ms
[2022-04-12 12:26:07 main:574] : INFO : Epoch 1975 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 1050.41 ms
[2022-04-12 12:26:08 main:574] : INFO : Epoch 1976 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 1093.74 ms
[2022-04-12 12:26:09 main:574] : INFO : Epoch 1977 | loss: 0.0311758 | val_loss: 0.03118 | Time: 1046.1 ms
[2022-04-12 12:26:10 main:574] : INFO : Epoch 1978 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1117.93 ms
[2022-04-12 12:26:11 main:574] : INFO : Epoch 1979 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 1046.46 ms
[2022-04-12 12:26:13 main:574] : INFO : Epoch 1980 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 1099.3 ms
[2022-04-12 12:26:14 main:574] : INFO : Epoch 1981 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 1057.58 ms
[2022-04-12 12:26:15 main:574] : INFO : Epoch 1982 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 1083.25 ms
[2022-04-12 12:26:16 main:574] : INFO : Epoch 1983 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1055.5 ms
[2022-04-12 12:26:17 main:574] : INFO : Epoch 1984 | loss: 0.031177 | val_loss: 0.0311792 | Time: 1077.41 ms
[2022-04-12 12:26:18 main:574] : INFO : Epoch 1985 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1066.32 ms
[2022-04-12 12:26:19 main:574] : INFO : Epoch 1986 | loss: 0.0311742 | val_loss: 0.031178 | Time: 1068.39 ms
[2022-04-12 12:26:20 main:574] : INFO : Epoch 1987 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1070.42 ms
[2022-04-12 12:26:21 main:574] : INFO : Epoch 1988 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 1059.47 ms
[2022-04-12 12:26:22 main:574] : INFO : Epoch 1989 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 1077.09 ms
[2022-04-12 12:26:23 main:574] : INFO : Epoch 1990 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 1058.94 ms
[2022-04-12 12:26:24 main:574] : INFO : Epoch 1991 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 1082.95 ms
[2022-04-12 12:26:25 main:574] : INFO : Epoch 1992 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 1035.41 ms
[2022-04-12 12:26:26 main:574] : INFO : Epoch 1993 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 1090.13 ms
[2022-04-12 12:26:27 main:574] : INFO : Epoch 1994 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1037.73 ms
[2022-04-12 12:26:29 main:574] : INFO : Epoch 1995 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 1106.81 ms
[2022-04-12 12:26:30 main:574] : INFO : Epoch 1996 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 1038.65 ms
[2022-04-12 12:26:31 main:574] : INFO : Epoch 1997 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1083.83 ms
[2022-04-12 12:26:32 main:574] : INFO : Epoch 1998 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 1038.98 ms
[2022-04-12 12:26:33 main:574] : INFO : Epoch 1999 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1086.88 ms
[2022-04-12 12:26:34 main:574] : INFO : Epoch 2000 | loss: 0.0311785 | val_loss: 0.031183 | Time: 1058.72 ms
[2022-04-12 12:26:35 main:574] : INFO : Epoch 2001 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 1071.83 ms
[2022-04-12 12:26:36 main:574] : INFO : Epoch 2002 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 1061.29 ms
[2022-04-12 12:26:37 main:574] : INFO : Epoch 2003 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 1063.67 ms
[2022-04-12 12:26:38 main:574] : INFO : Epoch 2004 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 1070.92 ms
[2022-04-12 12:26:39 main:574] : INFO : Epoch 2005 | loss: 0.0311825 | val_loss: 0.0311823 | Time: 1057.3 ms
[2022-04-12 12:26:40 main:574] : INFO : Epoch 2006 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 1069.88 ms
[2022-04-12 12:26:41 main:574] : INFO : Epoch 2007 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 1051.77 ms
[2022-04-12 12:26:42 main:574] : INFO : Epoch 2008 | loss: 0.0311825 | val_loss: 0.0311824 | Time: 1081.28 ms
[2022-04-12 12:26:44 main:574] : INFO : Epoch 2009 | loss: 0.031182 | val_loss: 0.031182 | Time: 1046.06 ms
[2022-04-12 12:26:45 main:574] : INFO : Epoch 2010 | loss: 0.0311826 | val_loss: 0.0311811 | Time: 1081.19 ms
[2022-04-12 12:26:46 main:574] : INFO : Epoch 2011 | loss: 0.0311815 | val_loss: 0.0311807 | Time: 1042.6 ms
[2022-04-12 12:26:47 main:574] : INFO : Epoch 2012 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1087.84 ms
[2022-04-12 12:26:48 main:574] : INFO : Epoch 2013 | loss: 0.0311875 | val_loss: 0.0311982 | Time: 1043.65 ms
[2022-04-12 12:26:49 main:574] : INFO : Epoch 2014 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 1071 ms
[2022-04-12 12:26:50 main:574] : INFO : Epoch 2015 | loss: 0.031198 | val_loss: 0.0311965 | Time: 1038.67 ms
[2022-04-12 12:26:51 main:574] : INFO : Epoch 2016 | loss: 0.0312104 | val_loss: 0.0311983 | Time: 1076.79 ms
[2022-04-12 12:26:52 main:574] : INFO : Epoch 2017 | loss: 0.0312153 | val_loss: 0.0312519 | Time: 1051.11 ms
[2022-04-12 12:26:53 main:574] : INFO : Epoch 2018 | loss: 0.0321261 | val_loss: 0.031915 | Time: 1071.63 ms
[2022-04-12 12:26:54 main:574] : INFO : Epoch 2019 | loss: 0.0315378 | val_loss: 0.031423 | Time: 1070.04 ms
[2022-04-12 12:26:55 main:574] : INFO : Epoch 2020 | loss: 0.0312906 | val_loss: 0.0312303 | Time: 1064.46 ms
[2022-04-12 12:26:56 main:574] : INFO : Epoch 2021 | loss: 0.0312172 | val_loss: 0.0312087 | Time: 1071.63 ms
[2022-04-12 12:26:57 main:574] : INFO : Epoch 2022 | loss: 0.0312088 | val_loss: 0.0312057 | Time: 1051.9 ms
[2022-04-12 12:26:59 main:574] : INFO : Epoch 2023 | loss: 0.0312044 | val_loss: 0.0312031 | Time: 1077.84 ms
[2022-04-12 12:27:00 main:574] : INFO : Epoch 2024 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1046.18 ms
[2022-04-12 12:27:01 main:574] : INFO : Epoch 2025 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 1074.83 ms
[2022-04-12 12:27:02 main:574] : INFO : Epoch 2026 | loss: 0.0312013 | val_loss: 0.0312019 | Time: 1034.78 ms
[2022-04-12 12:27:03 main:574] : INFO : Epoch 2027 | loss: 0.0312015 | val_loss: 0.0312013 | Time: 1085.13 ms
[2022-04-12 12:27:04 main:574] : INFO : Epoch 2028 | loss: 0.0312017 | val_loss: 0.0312015 | Time: 1043.81 ms
[2022-04-12 12:27:05 main:574] : INFO : Epoch 2029 | loss: 0.0312008 | val_loss: 0.0312006 | Time: 1088.32 ms
[2022-04-12 12:27:06 main:574] : INFO : Epoch 2030 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 1047.37 ms
[2022-04-12 12:27:07 main:574] : INFO : Epoch 2031 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 1080.22 ms
[2022-04-12 12:27:08 main:574] : INFO : Epoch 2032 | loss: 0.0312017 | val_loss: 0.0312052 | Time: 1043.19 ms
[2022-04-12 12:27:09 main:574] : INFO : Epoch 2033 | loss: 0.0312011 | val_loss: 0.0311979 | Time: 1078.51 ms
[2022-04-12 12:27:10 main:574] : INFO : Epoch 2034 | loss: 0.0311971 | val_loss: 0.031197 | Time: 1070.21 ms
[2022-04-12 12:27:11 main:574] : INFO : Epoch 2035 | loss: 0.0311961 | val_loss: 0.0311958 | Time: 1070.36 ms
[2022-04-12 12:27:12 main:574] : INFO : Epoch 2036 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 1061.24 ms
[2022-04-12 12:27:13 main:574] : INFO : Epoch 2037 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1059.39 ms
[2022-04-12 12:27:15 main:574] : INFO : Epoch 2038 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 1078.17 ms
[2022-04-12 12:27:16 main:574] : INFO : Epoch 2039 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 1049.7 ms
[2022-04-12 12:27:17 main:574] : INFO : Epoch 2040 | loss: 0.031194 | val_loss: 0.031194 | Time: 1078.11 ms
[2022-04-12 12:27:18 main:574] : INFO : Epoch 2041 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 1046.16 ms
[2022-04-12 12:27:19 main:574] : INFO : Epoch 2042 | loss: 0.0311939 | val_loss: 0.0311933 | Time: 1086.02 ms
[2022-04-12 12:27:20 main:574] : INFO : Epoch 2043 | loss: 0.0311935 | val_loss: 0.0311938 | Time: 1038.28 ms
[2022-04-12 12:27:21 main:574] : INFO : Epoch 2044 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 1087.64 ms
[2022-04-12 12:27:22 main:574] : INFO : Epoch 2045 | loss: 0.0311946 | val_loss: 0.0311936 | Time: 1037.96 ms
[2022-04-12 12:27:23 main:574] : INFO : Epoch 2046 | loss: 0.0311959 | val_loss: 0.0311932 | Time: 1088.93 ms
[2022-04-12 12:27:24 main:574] : INFO : Epoch 2047 | loss: 0.0311948 | val_loss: 0.0311916 | Time: 1052.77 ms
[2022-04-12 12:27:25 main:574] : INFO : Epoch 2048 | loss: 0.0311953 | val_loss: 0.0311928 | Time: 1087.46 ms
[2022-04-12 12:27:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311928
[2022-04-12 12:27:25 main:603] : INFO : Saving end state to config to file
[2022-04-12 12:27:25 main:608] : INFO : Success, exiting..
12:27:25 (10292): 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)