Task 14596162
| Name | ParityModified-1647040969-12202-3-0_0 |
| Workunit | 11617914 |
| Created | 10 Apr 2022, 21:37:41 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 17:32:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 42 sec |
| CPU time | 45 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311785 | val_loss: 0.0311898 | Time: 1398.38 ms
[2022-04-12 01:20:38 main:574] : INFO : Epoch 1543 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 1396.57 ms
[2022-04-12 01:20:39 main:574] : INFO : Epoch 1544 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 1287.35 ms
[2022-04-12 01:20:40 main:574] : INFO : Epoch 1545 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 1306.62 ms
[2022-04-12 01:20:42 main:574] : INFO : Epoch 1546 | loss: 0.0311791 | val_loss: 0.0311858 | Time: 1405.1 ms
[2022-04-12 01:20:43 main:574] : INFO : Epoch 1547 | loss: 0.031182 | val_loss: 0.0311964 | Time: 1309.14 ms
[2022-04-12 01:20:44 main:574] : INFO : Epoch 1548 | loss: 0.0311901 | val_loss: 0.0311886 | Time: 1243.56 ms
[2022-04-12 01:20:46 main:574] : INFO : Epoch 1549 | loss: 0.0311822 | val_loss: 0.0311888 | Time: 1297.5 ms
[2022-04-12 01:20:47 main:574] : INFO : Epoch 1550 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 1297.43 ms
[2022-04-12 01:20:48 main:574] : INFO : Epoch 1551 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 1265.2 ms
[2022-04-12 01:20:50 main:574] : INFO : Epoch 1552 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 1246.55 ms
[2022-04-12 01:20:51 main:574] : INFO : Epoch 1553 | loss: 0.031179 | val_loss: 0.0311846 | Time: 1320.72 ms
[2022-04-12 01:20:52 main:574] : INFO : Epoch 1554 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 1309.8 ms
[2022-04-12 01:20:54 main:574] : INFO : Epoch 1555 | loss: 0.0311784 | val_loss: 0.0311867 | Time: 1337.36 ms
[2022-04-12 01:20:55 main:574] : INFO : Epoch 1556 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 1272.11 ms
[2022-04-12 01:20:56 main:574] : INFO : Epoch 1557 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 1350.61 ms
[2022-04-12 01:20:58 main:574] : INFO : Epoch 1558 | loss: 0.0311757 | val_loss: 0.0311866 | Time: 1378.1 ms
[2022-04-12 01:20:59 main:574] : INFO : Epoch 1559 | loss: 0.0311766 | val_loss: 0.0311892 | Time: 1260.1 ms
[2022-04-12 01:21:00 main:574] : INFO : Epoch 1560 | loss: 0.0311987 | val_loss: 0.031197 | Time: 1361.97 ms
[2022-04-12 01:21:02 main:574] : INFO : Epoch 1561 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1296.72 ms
[2022-04-12 01:21:03 main:574] : INFO : Epoch 1562 | loss: 0.0311875 | val_loss: 0.0311876 | Time: 1302.53 ms
[2022-04-12 01:21:04 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311859 | Time: 1273.46 ms
[2022-04-12 01:21:05 main:574] : INFO : Epoch 1564 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1264.01 ms
[2022-04-12 01:21:07 main:574] : INFO : Epoch 1565 | loss: 0.0311819 | val_loss: 0.0311926 | Time: 1388.48 ms
[2022-04-12 01:21:08 main:574] : INFO : Epoch 1566 | loss: 0.0311793 | val_loss: 0.031185 | Time: 1341.66 ms
[2022-04-12 01:21:10 main:574] : INFO : Epoch 1567 | loss: 0.0311775 | val_loss: 0.0311852 | Time: 1324.17 ms
[2022-04-12 01:21:11 main:574] : INFO : Epoch 1568 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 1392.33 ms
[2022-04-12 01:21:12 main:574] : INFO : Epoch 1569 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 1322.99 ms
[2022-04-12 01:21:14 main:574] : INFO : Epoch 1570 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 1339.6 ms
[2022-04-12 01:21:15 main:574] : INFO : Epoch 1571 | loss: 0.0311774 | val_loss: 0.0311897 | Time: 1305.05 ms
[2022-04-12 01:21:16 main:574] : INFO : Epoch 1572 | loss: 0.031178 | val_loss: 0.0311846 | Time: 1264.4 ms
[2022-04-12 01:21:18 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.031184 | Time: 1290.72 ms
[2022-04-12 01:21:19 main:574] : INFO : Epoch 1574 | loss: 0.0311784 | val_loss: 0.0311846 | Time: 1346.87 ms
[2022-04-12 01:21:20 main:574] : INFO : Epoch 1575 | loss: 0.0311799 | val_loss: 0.0311876 | Time: 1328.93 ms
[2022-04-12 01:21:22 main:574] : INFO : Epoch 1576 | loss: 0.0311835 | val_loss: 0.0311876 | Time: 1288.87 ms
[2022-04-12 01:21:23 main:574] : INFO : Epoch 1577 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 1299.9 ms
[2022-04-12 01:21:24 main:574] : INFO : Epoch 1578 | loss: 0.0311849 | val_loss: 0.0311967 | Time: 1303.7 ms
[2022-04-12 01:21:26 main:574] : INFO : Epoch 1579 | loss: 0.0311847 | val_loss: 0.0311899 | Time: 1330.32 ms
[2022-04-12 01:21:27 main:574] : INFO : Epoch 1580 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1312.58 ms
[2022-04-12 01:21:28 main:574] : INFO : Epoch 1581 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 1296.15 ms
[2022-04-12 01:21:29 main:574] : INFO : Epoch 1582 | loss: 0.0311829 | val_loss: 0.0311905 | Time: 1312.78 ms
[2022-04-12 01:21:31 main:574] : INFO : Epoch 1583 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 1291.19 ms
[2022-04-12 01:21:32 main:574] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 1314.36 ms
[2022-04-12 01:21:33 main:574] : INFO : Epoch 1585 | loss: 0.0311804 | val_loss: 0.0311876 | Time: 1338.9 ms
[2022-04-12 01:21:35 main:574] : INFO : Epoch 1586 | loss: 0.0311777 | val_loss: 0.0311893 | Time: 1363.43 ms
[2022-04-12 01:21:36 main:574] : INFO : Epoch 1587 | loss: 0.0311776 | val_loss: 0.0311906 | Time: 1356.72 ms
[2022-04-12 01:21:38 main:574] : INFO : Epoch 1588 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 1310.77 ms
[2022-04-12 01:21:39 main:574] : INFO : Epoch 1589 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 1408.49 ms
[2022-04-12 01:21:40 main:574] : INFO : Epoch 1590 | loss: 0.0311763 | val_loss: 0.0311894 | Time: 1394.68 ms
[2022-04-12 01:21:42 main:574] : INFO : Epoch 1591 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 1347.66 ms
[2022-04-12 01:21:43 main:574] : INFO : Epoch 1592 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 1292.31 ms
[2022-04-12 01:21:44 main:574] : INFO : Epoch 1593 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 1409.73 ms
[2022-04-12 01:21:46 main:574] : INFO : Epoch 1594 | loss: 0.031177 | val_loss: 0.0311849 | Time: 1337.59 ms
[2022-04-12 01:21:47 main:574] : INFO : Epoch 1595 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 1340.81 ms
[2022-04-12 01:21:48 main:574] : INFO : Epoch 1596 | loss: 0.0311742 | val_loss: 0.0311867 | Time: 1321.22 ms
[2022-04-12 01:21:50 main:574] : INFO : Epoch 1597 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 1398.66 ms
[2022-04-12 01:21:51 main:574] : INFO : Epoch 1598 | loss: 0.031176 | val_loss: 0.0311887 | Time: 1372.16 ms
[2022-04-12 01:21:53 main:574] : INFO : Epoch 1599 | loss: 0.031179 | val_loss: 0.0311875 | Time: 1290.24 ms
[2022-04-12 01:21:54 main:574] : INFO : Epoch 1600 | loss: 0.0311745 | val_loss: 0.0311856 | Time: 1264.28 ms
[2022-04-12 01:21:55 main:574] : INFO : Epoch 1601 | loss: 0.031177 | val_loss: 0.0311849 | Time: 1312.12 ms
[2022-04-12 01:21:57 main:574] : INFO : Epoch 1602 | loss: 0.03118 | val_loss: 0.0311885 | Time: 1323.97 ms
[2022-04-12 01:21:58 main:574] : INFO : Epoch 1603 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 1348.03 ms
[2022-04-12 01:21:59 main:574] : INFO : Epoch 1604 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1313.1 ms
[2022-04-12 01:22:01 main:574] : INFO : Epoch 1605 | loss: 0.031179 | val_loss: 0.0311867 | Time: 1263.01 ms
[2022-04-12 01:22:02 main:574] : INFO : Epoch 1606 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1315.45 ms
[2022-04-12 01:22:03 main:574] : INFO : Epoch 1607 | loss: 0.0311778 | val_loss: 0.0311851 | Time: 1249.4 ms
[2022-04-12 01:22:04 main:574] : INFO : Epoch 1608 | loss: 0.0311759 | val_loss: 0.0311859 | Time: 1282.94 ms
[2022-04-12 01:22:06 main:574] : INFO : Epoch 1609 | loss: 0.0311793 | val_loss: 0.0311912 | Time: 1317.84 ms
[2022-04-12 01:22:07 main:574] : INFO : Epoch 1610 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 1338.61 ms
[2022-04-12 01:22:08 main:574] : INFO : Epoch 1611 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1236.72 ms
[2022-04-12 01:22:10 main:574] : INFO : Epoch 1612 | loss: 0.0311799 | val_loss: 0.0311935 | Time: 1346.91 ms
[2022-04-12 01:22:11 main:574] : INFO : Epoch 1613 | loss: 0.0311817 | val_loss: 0.031194 | Time: 1314.95 ms
[2022-04-12 01:22:12 main:574] : INFO : Epoch 1614 | loss: 0.0311775 | val_loss: 0.0311878 | Time: 1241.7 ms
[2022-04-12 01:22:14 main:574] : INFO : Epoch 1615 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 1304.73 ms
[2022-04-12 01:22:15 main:574] : INFO : Epoch 1616 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 1343.77 ms
[2022-04-12 01:22:16 main:574] : INFO : Epoch 1617 | loss: 0.0311773 | val_loss: 0.0311871 | Time: 1364.75 ms
[2022-04-12 01:22:18 main:574] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.0311871 | Time: 1274.43 ms
[2022-04-12 01:22:19 main:574] : INFO : Epoch 1619 | loss: 0.0311781 | val_loss: 0.0311847 | Time: 1351.19 ms
[2022-04-12 01:22:20 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 1300.29 ms
[2022-04-12 01:22:22 main:574] : INFO : Epoch 1621 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 1340.56 ms
[2022-04-12 01:22:23 main:574] : INFO : Epoch 1622 | loss: 0.0311774 | val_loss: 0.031189 | Time: 1280.63 ms
[2022-04-12 01:22:24 main:574] : INFO : Epoch 1623 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 1251.88 ms
[2022-04-12 01:22:26 main:574] : INFO : Epoch 1624 | loss: 0.0311761 | val_loss: 0.0311871 | Time: 1294.1 ms
[2022-04-12 01:22:27 main:574] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.031188 | Time: 1277.49 ms
[2022-04-12 01:22:28 main:574] : INFO : Epoch 1626 | loss: 0.0311745 | val_loss: 0.0311871 | Time: 1267.51 ms
[2022-04-12 01:22:29 main:574] : INFO : Epoch 1627 | loss: 0.0311763 | val_loss: 0.0311913 | Time: 1344.8 ms
[2022-04-12 01:22:31 main:574] : INFO : Epoch 1628 | loss: 0.0311766 | val_loss: 0.0311918 | Time: 1271.63 ms
[2022-04-12 01:22:32 main:574] : INFO : Epoch 1629 | loss: 0.0311774 | val_loss: 0.0312014 | Time: 1283.1 ms
[2022-04-12 01:22:33 main:574] : INFO : Epoch 1630 | loss: 0.0311832 | val_loss: 0.0311884 | Time: 1329.38 ms
[2022-04-12 01:22:35 main:574] : INFO : Epoch 1631 | loss: 0.0311798 | val_loss: 0.0311871 | Time: 1321.44 ms
[2022-04-12 01:22:36 main:574] : INFO : Epoch 1632 | loss: 0.0311795 | val_loss: 0.0311873 | Time: 1268.11 ms
[2022-04-12 01:22:37 main:574] : INFO : Epoch 1633 | loss: 0.0311801 | val_loss: 0.031186 | Time: 1302.13 ms
[2022-04-12 01:22:39 main:574] : INFO : Epoch 1634 | loss: 0.0311779 | val_loss: 0.0311863 | Time: 1351.28 ms
[2022-04-12 01:22:40 main:574] : INFO : Epoch 1635 | loss: 0.031178 | val_loss: 0.0311893 | Time: 1299.37 ms
[2022-04-12 01:22:41 main:574] : INFO : Epoch 1636 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 1403.76 ms
[2022-04-12 01:22:43 main:574] : INFO : Epoch 1637 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 1339.85 ms
[2022-04-12 01:22:44 main:574] : INFO : Epoch 1638 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 1354.83 ms
[2022-04-12 01:22:45 main:574] : INFO : Epoch 1639 | loss: 0.0311806 | val_loss: 0.0311862 | Time: 1261.46 ms
[2022-04-12 01:22:47 main:574] : INFO : Epoch 1640 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 1240.18 ms
[2022-04-12 01:22:48 main:574] : INFO : Epoch 1641 | loss: 0.0311804 | val_loss: 0.031184 | Time: 1305.96 ms
[2022-04-12 01:22:49 main:574] : INFO : Epoch 1642 | loss: 0.0311796 | val_loss: 0.0311889 | Time: 1345.34 ms
[2022-04-12 01:22:51 main:574] : INFO : Epoch 1643 | loss: 0.0311853 | val_loss: 0.0311933 | Time: 1330.68 ms
[2022-04-12 01:22:52 main:574] : INFO : Epoch 1644 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 1291.52 ms
[2022-04-12 01:22:53 main:574] : INFO : Epoch 1645 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1312.23 ms
[2022-04-12 01:22:55 main:574] : INFO : Epoch 1646 | loss: 0.0311773 | val_loss: 0.0311888 | Time: 1335.95 ms
[2022-04-12 01:22:56 main:574] : INFO : Epoch 1647 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 1347.88 ms
[2022-04-12 01:22:57 main:574] : INFO : Epoch 1648 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 1332.73 ms
[2022-04-12 01:22:59 main:574] : INFO : Epoch 1649 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 1305.66 ms
[2022-04-12 01:23:00 main:574] : INFO : Epoch 1650 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 1347.66 ms
[2022-04-12 01:23:01 main:574] : INFO : Epoch 1651 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1308.12 ms
[2022-04-12 01:23:03 main:574] : INFO : Epoch 1652 | loss: 0.031174 | val_loss: 0.0311827 | Time: 1231.2 ms
[2022-04-12 01:23:04 main:574] : INFO : Epoch 1653 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1277.43 ms
[2022-04-12 01:23:05 main:574] : INFO : Epoch 1654 | loss: 0.031177 | val_loss: 0.0311821 | Time: 1277.19 ms
[2022-04-12 01:23:07 main:574] : INFO : Epoch 1655 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 1306.37 ms
[2022-04-12 01:23:08 main:574] : INFO : Epoch 1656 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 1288.25 ms
[2022-04-12 01:23:09 main:574] : INFO : Epoch 1657 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 1293.92 ms
[2022-04-12 01:23:10 main:574] : INFO : Epoch 1658 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1264.12 ms
[2022-04-12 01:23:12 main:574] : INFO : Epoch 1659 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 1314.63 ms
[2022-04-12 01:23:13 main:574] : INFO : Epoch 1660 | loss: 0.0311778 | val_loss: 0.031183 | Time: 1299.56 ms
[2022-04-12 01:23:14 main:574] : INFO : Epoch 1661 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 1325.52 ms
[2022-04-12 01:23:16 main:574] : INFO : Epoch 1662 | loss: 0.0311744 | val_loss: 0.0311891 | Time: 1267.9 ms
[2022-04-12 01:23:17 main:574] : INFO : Epoch 1663 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 1348.08 ms
[2022-04-12 01:23:18 main:574] : INFO : Epoch 1664 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1302.13 ms
[2022-04-12 01:23:20 main:574] : INFO : Epoch 1665 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 1305.55 ms
[2022-04-12 01:23:21 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311862 | Time: 1283.45 ms
[2022-04-12 01:23:22 main:574] : INFO : Epoch 1667 | loss: 0.031174 | val_loss: 0.0311824 | Time: 1276.17 ms
[2022-04-12 01:23:24 main:574] : INFO : Epoch 1668 | loss: 0.0311749 | val_loss: 0.0311872 | Time: 1270.96 ms
[2022-04-12 01:23:25 main:574] : INFO : Epoch 1669 | loss: 0.0311728 | val_loss: 0.0311863 | Time: 1298.35 ms
[2022-04-12 01:23:26 main:574] : INFO : Epoch 1670 | loss: 0.031174 | val_loss: 0.0311825 | Time: 1279.5 ms
[2022-04-12 01:23:28 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1301.7 ms
[2022-04-12 01:23:29 main:574] : INFO : Epoch 1672 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 1294.95 ms
[2022-04-12 01:23:30 main:574] : INFO : Epoch 1673 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 1312.43 ms
[2022-04-12 01:23:32 main:574] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311887 | Time: 1321.84 ms
[2022-04-12 01:23:33 main:574] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1197.49 ms
[2022-04-12 01:23:34 main:574] : INFO : Epoch 1676 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 1322.46 ms
[2022-04-12 01:23:35 main:574] : INFO : Epoch 1677 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 1349.1 ms
[2022-04-12 01:23:37 main:574] : INFO : Epoch 1678 | loss: 0.0311723 | val_loss: 0.0311838 | Time: 1332.11 ms
[2022-04-12 01:23:38 main:574] : INFO : Epoch 1679 | loss: 0.0311726 | val_loss: 0.0311837 | Time: 1339.14 ms
[2022-04-12 01:23:39 main:574] : INFO : Epoch 1680 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 1294.14 ms
[2022-04-12 01:23:41 main:574] : INFO : Epoch 1681 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1300.29 ms
[2022-04-12 01:23:42 main:574] : INFO : Epoch 1682 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1290.41 ms
[2022-04-12 01:23:43 main:574] : INFO : Epoch 1683 | loss: 0.031178 | val_loss: 0.0311928 | Time: 1318.28 ms
[2022-04-12 01:23:45 main:574] : INFO : Epoch 1684 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 1308.32 ms
[2022-04-12 01:23:46 main:574] : INFO : Epoch 1685 | loss: 0.0311731 | val_loss: 0.0311866 | Time: 1289.67 ms
[2022-04-12 01:23:47 main:574] : INFO : Epoch 1686 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 1331.41 ms
[2022-04-12 01:23:49 main:574] : INFO : Epoch 1687 | loss: 0.031173 | val_loss: 0.0311834 | Time: 1307.01 ms
[2022-04-12 01:23:50 main:574] : INFO : Epoch 1688 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 1339.54 ms
[2022-04-12 01:23:51 main:574] : INFO : Epoch 1689 | loss: 0.0311755 | val_loss: 0.0311839 | Time: 1256.37 ms
[2022-04-12 01:23:53 main:574] : INFO : Epoch 1690 | loss: 0.0311749 | val_loss: 0.031184 | Time: 1260.55 ms
[2022-04-12 01:23:54 main:574] : INFO : Epoch 1691 | loss: 0.0311734 | val_loss: 0.031183 | Time: 1332.74 ms
[2022-04-12 01:23:55 main:574] : INFO : Epoch 1692 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 1288.13 ms
[2022-04-12 01:23:57 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 1402.63 ms
[2022-04-12 01:23:58 main:574] : INFO : Epoch 1694 | loss: 0.0311749 | val_loss: 0.0311966 | Time: 1357.6 ms
[2022-04-12 01:23:59 main:574] : INFO : Epoch 1695 | loss: 0.0311858 | val_loss: 0.0311936 | Time: 1351.85 ms
[2022-04-12 01:24:01 main:574] : INFO : Epoch 1696 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 1268.43 ms
[2022-04-12 01:24:02 main:574] : INFO : Epoch 1697 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 1310.65 ms
[2022-04-12 01:24:03 main:574] : INFO : Epoch 1698 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 1255.26 ms
[2022-04-12 01:24:05 main:574] : INFO : Epoch 1699 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 1269.02 ms
[2022-04-12 01:24:06 main:574] : INFO : Epoch 1700 | loss: 0.0311755 | val_loss: 0.031185 | Time: 1292.44 ms
[2022-04-12 01:24:07 main:574] : INFO : Epoch 1701 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 1265.37 ms
[2022-04-12 01:24:09 main:574] : INFO : Epoch 1702 | loss: 0.0311749 | val_loss: 0.031188 | Time: 1290.06 ms
[2022-04-12 01:24:10 main:574] : INFO : Epoch 1703 | loss: 0.0311774 | val_loss: 0.0311857 | Time: 1274.43 ms
[2022-04-12 01:24:11 main:574] : INFO : Epoch 1704 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 1282.81 ms
[2022-04-12 01:24:12 main:574] : INFO : Epoch 1705 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1246.1 ms
[2022-04-12 01:24:14 main:574] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1405.05 ms
[2022-04-12 01:24:15 main:574] : INFO : Epoch 1707 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 1299 ms
[2022-04-12 01:24:16 main:574] : INFO : Epoch 1708 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1272.72 ms
[2022-04-12 01:24:18 main:574] : INFO : Epoch 1709 | loss: 0.0311738 | val_loss: 0.0311861 | Time: 1319.23 ms
[2022-04-12 01:24:19 main:574] : INFO : Epoch 1710 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 1270.61 ms
[2022-04-12 01:24:20 main:574] : INFO : Epoch 1711 | loss: 0.0311748 | val_loss: 0.031186 | Time: 1365.77 ms
[2022-04-12 01:24:22 main:574] : INFO : Epoch 1712 | loss: 0.0311748 | val_loss: 0.0311868 | Time: 1325.78 ms
[2022-04-12 01:24:23 main:574] : INFO : Epoch 1713 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 1289.84 ms
[2022-04-12 01:24:24 main:574] : INFO : Epoch 1714 | loss: 0.031173 | val_loss: 0.031184 | Time: 1372.08 ms
[2022-04-12 01:24:26 main:574] : INFO : Epoch 1715 | loss: 0.0311736 | val_loss: 0.0311861 | Time: 1252.85 ms
[2022-04-12 01:24:27 main:574] : INFO : Epoch 1716 | loss: 0.0311755 | val_loss: 0.0311909 | Time: 1334.54 ms
[2022-04-12 01:24:28 main:574] : INFO : Epoch 1717 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 1286.27 ms
[2022-04-12 01:24:30 main:574] : INFO : Epoch 1718 | loss: 0.031173 | val_loss: 0.0311846 | Time: 1345.99 ms
[2022-04-12 01:24:31 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 1349.18 ms
[2022-04-12 01:24:33 main:574] : INFO : Epoch 1720 | loss: 0.0311738 | val_loss: 0.0311907 | Time: 1375.92 ms
[2022-04-12 01:24:34 main:574] : INFO : Epoch 1721 | loss: 0.0311752 | val_loss: 0.0311849 | Time: 1285.36 ms
[2022-04-12 01:24:35 main:574] : INFO : Epoch 1722 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 1283.26 ms
[2022-04-12 01:24:36 main:574] : INFO : Epoch 1723 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 1342.25 ms
[2022-04-12 01:24:38 main:574] : INFO : Epoch 1724 | loss: 0.031172 | val_loss: 0.0311829 | Time: 1246.19 ms
[2022-04-12 01:24:39 main:574] : INFO : Epoch 1725 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 1264.9 ms
[2022-04-12 01:24:40 main:574] : INFO : Epoch 1726 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 1301.19 ms
[2022-04-12 01:24:42 main:574] : INFO : Epoch 1727 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 1359.17 ms
[2022-04-12 01:24:43 main:574] : INFO : Epoch 1728 | loss: 0.0311711 | val_loss: 0.0311879 | Time: 1269.64 ms
[2022-04-12 01:24:44 main:574] : INFO : Epoch 1729 | loss: 0.0311729 | val_loss: 0.0311872 | Time: 1280.97 ms
[2022-04-12 01:24:46 main:574] : INFO : Epoch 1730 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 1384.9 ms
[2022-04-12 01:24:47 main:574] : INFO : Epoch 1731 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 1314.3 ms
[2022-04-12 01:24:48 main:574] : INFO : Epoch 1732 | loss: 0.031175 | val_loss: 0.0311822 | Time: 1254.8 ms
[2022-04-12 01:24:50 main:574] : INFO : Epoch 1733 | loss: 0.0311746 | val_loss: 0.0311831 | Time: 1296.44 ms
[2022-04-12 01:24:51 main:574] : INFO : Epoch 1734 | loss: 0.0311709 | val_loss: 0.031184 | Time: 1348.02 ms
[2022-04-12 01:24:52 main:574] : INFO : Epoch 1735 | loss: 0.0311721 | val_loss: 0.0311901 | Time: 1305.12 ms
[2022-04-12 01:24:54 main:574] : INFO : Epoch 1736 | loss: 0.0311746 | val_loss: 0.0311932 | Time: 1222.38 ms
[2022-04-12 01:24:55 main:574] : INFO : Epoch 1737 | loss: 0.0311748 | val_loss: 0.0311885 | Time: 1337.99 ms
[2022-04-12 01:24:56 main:574] : INFO : Epoch 1738 | loss: 0.0311763 | val_loss: 0.0311848 | Time: 1311.02 ms
[2022-04-12 01:24:58 main:574] : INFO : Epoch 1739 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 1284.53 ms
[2022-04-12 01:24:59 main:574] : INFO : Epoch 1740 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1293.56 ms
[2022-04-12 01:25:00 main:574] : INFO : Epoch 1741 | loss: 0.0311741 | val_loss: 0.0311973 | Time: 1332.78 ms
[2022-04-12 01:25:01 main:574] : INFO : Epoch 1742 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 1287.75 ms
[2022-04-12 01:25:03 main:574] : INFO : Epoch 1743 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 1297.16 ms
[2022-04-12 01:25:04 main:574] : INFO : Epoch 1744 | loss: 0.031171 | val_loss: 0.0311837 | Time: 1344.43 ms
[2022-04-12 01:25:05 main:574] : INFO : Epoch 1745 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 1276.79 ms
[2022-04-12 01:25:07 main:574] : INFO : Epoch 1746 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 1238.02 ms
[2022-04-12 01:25:08 main:574] : INFO : Epoch 1747 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 1316.04 ms
[2022-04-12 01:25:09 main:574] : INFO : Epoch 1748 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 1290.87 ms
[2022-04-12 01:25:11 main:574] : INFO : Epoch 1749 | loss: 0.031175 | val_loss: 0.0312 | Time: 1318.79 ms
[2022-04-12 01:25:12 main:574] : INFO : Epoch 1750 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 1298.37 ms
[2022-04-12 01:25:13 main:574] : INFO : Epoch 1751 | loss: 0.0311708 | val_loss: 0.0311848 | Time: 1300.52 ms
[2022-04-12 01:25:15 main:574] : INFO : Epoch 1752 | loss: 0.0311708 | val_loss: 0.0311861 | Time: 1327.12 ms
[2022-04-12 01:25:16 main:574] : INFO : Epoch 1753 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 1253.22 ms
[2022-04-12 01:25:17 main:574] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311838 | Time: 1321.71 ms
[2022-04-12 01:25:19 main:574] : INFO : Epoch 1755 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 1347.18 ms
[2022-04-12 01:25:20 main:574] : INFO : Epoch 1756 | loss: 0.0311705 | val_loss: 0.0311837 | Time: 1284.75 ms
[2022-04-12 01:25:21 main:574] : INFO : Epoch 1757 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 1320.43 ms
[2022-04-12 01:25:23 main:574] : INFO : Epoch 1758 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 1347.37 ms
[2022-04-12 01:25:24 main:574] : INFO : Epoch 1759 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 1293.46 ms
[2022-04-12 01:25:25 main:574] : INFO : Epoch 1760 | loss: 0.0311715 | val_loss: 0.0311847 | Time: 1287.23 ms
[2022-04-12 01:25:27 main:574] : INFO : Epoch 1761 | loss: 0.031171 | val_loss: 0.0311801 | Time: 1286.92 ms
[2022-04-12 01:25:28 main:574] : INFO : Epoch 1762 | loss: 0.031171 | val_loss: 0.0311903 | Time: 1271.37 ms
[2022-04-12 01:25:29 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1339.86 ms
[2022-04-12 01:25:31 main:574] : INFO : Epoch 1764 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1293.49 ms
[2022-04-12 01:25:32 main:574] : INFO : Epoch 1765 | loss: 0.0311716 | val_loss: 0.0311819 | Time: 1349.63 ms
[2022-04-12 01:25:33 main:574] : INFO : Epoch 1766 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 1285.84 ms
[2022-04-12 01:25:34 main:574] : INFO : Epoch 1767 | loss: 0.0311706 | val_loss: 0.0311843 | Time: 1288.64 ms
[2022-04-12 01:25:36 main:574] : INFO : Epoch 1768 | loss: 0.03117 | val_loss: 0.031186 | Time: 1361.43 ms
[2022-04-12 01:25:37 main:574] : INFO : Epoch 1769 | loss: 0.031173 | val_loss: 0.0311875 | Time: 1352.06 ms
[2022-04-12 01:25:39 main:574] : INFO : Epoch 1770 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 1285.08 ms
[2022-04-12 01:25:40 main:574] : INFO : Epoch 1771 | loss: 0.031172 | val_loss: 0.0311817 | Time: 1310.34 ms
[2022-04-12 01:25:41 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311832 | Time: 1316.1 ms
[2022-04-12 01:25:43 main:574] : INFO : Epoch 1773 | loss: 0.0311678 | val_loss: 0.0311825 | Time: 1293.01 ms
[2022-04-12 01:25:44 main:574] : INFO : Epoch 1774 | loss: 0.0311689 | val_loss: 0.0311826 | Time: 1350.69 ms
[2022-04-12 01:25:45 main:574] : INFO : Epoch 1775 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 1390.15 ms
[2022-04-12 01:25:47 main:574] : INFO : Epoch 1776 | loss: 0.0311704 | val_loss: 0.0311843 | Time: 1340.89 ms
[2022-04-12 01:25:48 main:574] : INFO : Epoch 1777 | loss: 0.0311701 | val_loss: 0.0311825 | Time: 1377.02 ms
[2022-04-12 01:25:49 main:574] : INFO : Epoch 1778 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 1184.63 ms
[2022-04-12 01:25:51 main:574] : INFO : Epoch 1779 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 1317.56 ms
[2022-04-12 01:25:52 main:574] : INFO : Epoch 1780 | loss: 0.0311746 | val_loss: 0.0311962 | Time: 1343.02 ms
[2022-04-12 01:25:53 main:574] : INFO : Epoch 1781 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1316.57 ms
[2022-04-12 01:25:55 main:574] : INFO : Epoch 1782 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 1281.72 ms
[2022-04-12 01:25:56 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311873 | Time: 1265.55 ms
[2022-04-12 01:25:57 main:574] : INFO : Epoch 1784 | loss: 0.0311722 | val_loss: 0.0311878 | Time: 1295.69 ms
[2022-04-12 01:25:59 main:574] : INFO : Epoch 1785 | loss: 0.0311728 | val_loss: 0.031183 | Time: 1376.82 ms
[2022-04-12 01:26:00 main:574] : INFO : Epoch 1786 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 1245.02 ms
[2022-04-12 01:26:01 main:574] : INFO : Epoch 1787 | loss: 0.0311705 | val_loss: 0.0311856 | Time: 1302.15 ms
[2022-04-12 01:26:02 main:574] : INFO : Epoch 1788 | loss: 0.0311716 | val_loss: 0.031182 | Time: 1333.94 ms
[2022-04-12 01:26:04 main:574] : INFO : Epoch 1789 | loss: 0.031174 | val_loss: 0.0311829 | Time: 1371.22 ms
[2022-04-12 01:26:05 main:574] : INFO : Epoch 1790 | loss: 0.0311701 | val_loss: 0.0311859 | Time: 1340.87 ms
[2022-04-12 01:26:07 main:574] : INFO : Epoch 1791 | loss: 0.0311732 | val_loss: 0.0311855 | Time: 1354.33 ms
[2022-04-12 01:26:08 main:574] : INFO : Epoch 1792 | loss: 0.0311725 | val_loss: 0.0311866 | Time: 1291.47 ms
[2022-04-12 01:26:09 main:574] : INFO : Epoch 1793 | loss: 0.0311716 | val_loss: 0.0311852 | Time: 1374.9 ms
[2022-04-12 01:26:11 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311931 | Time: 1373.6 ms
[2022-04-12 01:26:12 main:574] : INFO : Epoch 1795 | loss: 0.0311723 | val_loss: 0.0311854 | Time: 1275.63 ms
[2022-04-12 01:26:13 main:574] : INFO : Epoch 1796 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 1332.05 ms
[2022-04-12 01:26:15 main:574] : INFO : Epoch 1797 | loss: 0.0311708 | val_loss: 0.0311843 | Time: 1292.82 ms
[2022-04-12 01:26:16 main:574] : INFO : Epoch 1798 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 1272.62 ms
[2022-04-12 01:26:17 main:574] : INFO : Epoch 1799 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 1304.88 ms
[2022-04-12 01:26:19 main:574] : INFO : Epoch 1800 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 1276.16 ms
[2022-04-12 01:26:20 main:574] : INFO : Epoch 1801 | loss: 0.0311765 | val_loss: 0.0312008 | Time: 1326.74 ms
[2022-04-12 01:26:21 main:574] : INFO : Epoch 1802 | loss: 0.0311766 | val_loss: 0.0311851 | Time: 1239.67 ms
[2022-04-12 01:26:23 main:574] : INFO : Epoch 1803 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 1347.96 ms
[2022-04-12 01:26:24 main:574] : INFO : Epoch 1804 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 1315.29 ms
[2022-04-12 01:26:25 main:574] : INFO : Epoch 1805 | loss: 0.0311695 | val_loss: 0.0311803 | Time: 1237.93 ms
[2022-04-12 01:26:26 main:574] : INFO : Epoch 1806 | loss: 0.0311688 | val_loss: 0.031183 | Time: 1236.04 ms
[2022-04-12 01:26:28 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 1278.66 ms
[2022-04-12 01:26:29 main:574] : INFO : Epoch 1808 | loss: 0.0311718 | val_loss: 0.0311838 | Time: 1280.12 ms
[2022-04-12 01:26:30 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 1280.81 ms
[2022-04-12 01:26:32 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 1339.7 ms
[2022-04-12 01:26:33 main:574] : INFO : Epoch 1811 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 1301.68 ms
[2022-04-12 01:26:34 main:574] : INFO : Epoch 1812 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 1314.65 ms
[2022-04-12 01:26:36 main:574] : INFO : Epoch 1813 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 1303.98 ms
[2022-04-12 01:26:37 main:574] : INFO : Epoch 1814 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 1313.08 ms
[2022-04-12 01:26:38 main:574] : INFO : Epoch 1815 | loss: 0.0311699 | val_loss: 0.0311862 | Time: 1318.23 ms
[2022-04-12 01:26:40 main:574] : INFO : Epoch 1816 | loss: 0.0311736 | val_loss: 0.0311836 | Time: 1357.17 ms
[2022-04-12 01:26:41 main:574] : INFO : Epoch 1817 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 1335.54 ms
[2022-04-12 01:26:42 main:574] : INFO : Epoch 1818 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 1329.32 ms
[2022-04-12 01:26:44 main:574] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.0311811 | Time: 1321.3 ms
[2022-04-12 01:26:45 main:574] : INFO : Epoch 1820 | loss: 0.0311684 | val_loss: 0.031187 | Time: 1253.55 ms
[2022-04-12 01:26:46 main:574] : INFO : Epoch 1821 | loss: 0.031174 | val_loss: 0.0311809 | Time: 1344.19 ms
[2022-04-12 01:26:48 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 1267.69 ms
[2022-04-12 01:26:49 main:574] : INFO : Epoch 1823 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 1351.81 ms
[2022-04-12 01:26:50 main:574] : INFO : Epoch 1824 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1359.68 ms
[2022-04-12 01:26:52 main:574] : INFO : Epoch 1825 | loss: 0.0311691 | val_loss: 0.0311849 | Time: 1287.26 ms
[2022-04-12 01:26:53 main:574] : INFO : Epoch 1826 | loss: 0.0311691 | val_loss: 0.0311844 | Time: 1262.19 ms
[2022-04-12 01:26:54 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 1271.28 ms
[2022-04-12 01:26:55 main:574] : INFO : Epoch 1828 | loss: 0.0311726 | val_loss: 0.0311875 | Time: 1288.28 ms
[2022-04-12 01:26:57 main:574] : INFO : Epoch 1829 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 1391.78 ms
[2022-04-12 01:26:58 main:574] : INFO : Epoch 1830 | loss: 0.0311742 | val_loss: 0.0311931 | Time: 1224.31 ms
[2022-04-12 01:26:59 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 1244.18 ms
[2022-04-12 01:27:01 main:574] : INFO : Epoch 1832 | loss: 0.0311703 | val_loss: 0.0311862 | Time: 1317.86 ms
[2022-04-12 01:27:02 main:574] : INFO : Epoch 1833 | loss: 0.0311716 | val_loss: 0.031182 | Time: 1314.04 ms
[2022-04-12 01:27:03 main:574] : INFO : Epoch 1834 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 1351.48 ms
[2022-04-12 01:27:05 main:574] : INFO : Epoch 1835 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1281.15 ms
[2022-04-12 01:27:06 main:574] : INFO : Epoch 1836 | loss: 0.0311739 | val_loss: 0.0311889 | Time: 1329.48 ms
[2022-04-12 01:27:07 main:574] : INFO : Epoch 1837 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 1268.91 ms
[2022-04-12 01:27:09 main:574] : INFO : Epoch 1838 | loss: 0.0311731 | val_loss: 0.0311877 | Time: 1271.81 ms
[2022-04-12 01:27:10 main:574] : INFO : Epoch 1839 | loss: 0.0311736 | val_loss: 0.0311869 | Time: 1382.21 ms
[2022-04-12 01:27:11 main:574] : INFO : Epoch 1840 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 1330.9 ms
[2022-04-12 01:27:13 main:574] : INFO : Epoch 1841 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 1312.31 ms
[2022-04-12 01:27:14 main:574] : INFO : Epoch 1842 | loss: 0.031168 | val_loss: 0.0311816 | Time: 1311.49 ms
[2022-04-12 01:27:15 main:574] : INFO : Epoch 1843 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 1246.26 ms
[2022-04-12 01:27:17 main:574] : INFO : Epoch 1844 | loss: 0.031168 | val_loss: 0.0311817 | Time: 1358.57 ms
[2022-04-12 01:27:18 main:574] : INFO : Epoch 1845 | loss: 0.0311698 | val_loss: 0.0311803 | Time: 1327.88 ms
[2022-04-12 01:27:19 main:574] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 1283.15 ms
[2022-04-12 01:27:21 main:574] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 1290.22 ms
[2022-04-12 01:27:22 main:574] : INFO : Epoch 1848 | loss: 0.0311687 | val_loss: 0.0311839 | Time: 1294.42 ms
[2022-04-12 01:27:23 main:574] : INFO : Epoch 1849 | loss: 0.031167 | val_loss: 0.0311816 | Time: 1415.61 ms
[2022-04-12 01:27:25 main:574] : INFO : Epoch 1850 | loss: 0.0311678 | val_loss: 0.0311824 | Time: 1317.98 ms
[2022-04-12 01:27:26 main:574] : INFO : Epoch 1851 | loss: 0.0311704 | val_loss: 0.031183 | Time: 1288.81 ms
[2022-04-12 01:27:27 main:574] : INFO : Epoch 1852 | loss: 0.031171 | val_loss: 0.0311831 | Time: 1276.09 ms
[2022-04-12 01:27:29 main:574] : INFO : Epoch 1853 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1378.99 ms
[2022-04-12 01:27:30 main:574] : INFO : Epoch 1854 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 1363.95 ms
[2022-04-12 01:27:32 main:574] : INFO : Epoch 1855 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 1359.78 ms
[2022-04-12 01:27:33 main:574] : INFO : Epoch 1856 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 1417.13 ms
[2022-04-12 01:27:34 main:574] : INFO : Epoch 1857 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 1332.23 ms
[2022-04-12 01:27:36 main:574] : INFO : Epoch 1858 | loss: 0.0311678 | val_loss: 0.031179 | Time: 1353.13 ms
[2022-04-12 01:27:37 main:574] : INFO : Epoch 1859 | loss: 0.0311691 | val_loss: 0.0311958 | Time: 1270.1 ms
[2022-04-12 01:27:38 main:574] : INFO : Epoch 1860 | loss: 0.0311716 | val_loss: 0.03118 | Time: 1270.73 ms
[2022-04-12 01:27:40 main:574] : INFO : Epoch 1861 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 1320.38 ms
[2022-04-12 01:27:41 main:574] : INFO : Epoch 1862 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 1376.94 ms
[2022-04-12 01:27:42 main:574] : INFO : Epoch 1863 | loss: 0.0311704 | val_loss: 0.0311842 | Time: 1308.54 ms
[2022-04-12 01:27:44 main:574] : INFO : Epoch 1864 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1300.17 ms
[2022-04-12 01:27:45 main:574] : INFO : Epoch 1865 | loss: 0.0311667 | val_loss: 0.0311825 | Time: 1396.21 ms
[2022-04-12 01:27:46 main:574] : INFO : Epoch 1866 | loss: 0.0311678 | val_loss: 0.0311904 | Time: 1343.78 ms
[2022-04-12 01:27:48 main:574] : INFO : Epoch 1867 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 1283.78 ms
[2022-04-12 01:27:49 main:574] : INFO : Epoch 1868 | loss: 0.0311687 | val_loss: 0.0311955 | Time: 1341.53 ms
[2022-04-12 01:27:50 main:574] : INFO : Epoch 1869 | loss: 0.0311668 | val_loss: 0.0311825 | Time: 1249.79 ms
[2022-04-12 01:27:52 main:574] : INFO : Epoch 1870 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 1365.33 ms
[2022-04-12 01:27:53 main:574] : INFO : Epoch 1871 | loss: 0.0311656 | val_loss: 0.031179 | Time: 1333.69 ms
[2022-04-12 01:27:54 main:574] : INFO : Epoch 1872 | loss: 0.0311652 | val_loss: 0.0311834 | Time: 1291.21 ms
[2022-04-12 01:27:56 main:574] : INFO : Epoch 1873 | loss: 0.0311659 | val_loss: 0.0311822 | Time: 1287.95 ms
[2022-04-12 01:27:57 main:574] : INFO : Epoch 1874 | loss: 0.0311686 | val_loss: 0.0311807 | Time: 1365.81 ms
[2022-04-12 01:27:58 main:574] : INFO : Epoch 1875 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 1246.37 ms
[2022-04-12 01:28:00 main:574] : INFO : Epoch 1876 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 1334.09 ms
[2022-04-12 01:28:01 main:574] : INFO : Epoch 1877 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 1328.28 ms
[2022-04-12 01:28:02 main:574] : INFO : Epoch 1878 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1278.8 ms
[2022-04-12 01:28:04 main:574] : INFO : Epoch 1879 | loss: 0.0311696 | val_loss: 0.031187 | Time: 1291.99 ms
[2022-04-12 01:28:05 main:574] : INFO : Epoch 1880 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 1379.87 ms
[2022-04-12 01:28:06 main:574] : INFO : Epoch 1881 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 1399.55 ms
[2022-04-12 01:28:08 main:574] : INFO : Epoch 1882 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 1312.98 ms
[2022-04-12 01:28:09 main:574] : INFO : Epoch 1883 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 1231.72 ms
[2022-04-12 01:28:10 main:574] : INFO : Epoch 1884 | loss: 0.03117 | val_loss: 0.0311785 | Time: 1290.27 ms
[2022-04-12 01:28:12 main:574] : INFO : Epoch 1885 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1324.59 ms
[2022-04-12 01:28:13 main:574] : INFO : Epoch 1886 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 1354.69 ms
[2022-04-12 01:28:14 main:574] : INFO : Epoch 1887 | loss: 0.0311692 | val_loss: 0.031181 | Time: 1285.82 ms
[2022-04-12 01:28:16 main:574] : INFO : Epoch 1888 | loss: 0.0311673 | val_loss: 0.0311784 | Time: 1320.56 ms
[2022-04-12 01:28:17 main:574] : INFO : Epoch 1889 | loss: 0.031165 | val_loss: 0.0311764 | Time: 1289.4 ms
[2022-04-12 01:28:18 main:574] : INFO : Epoch 1890 | loss: 0.0311667 | val_loss: 0.0311853 | Time: 1324.84 ms
[2022-04-12 01:28:20 main:574] : INFO : Epoch 1891 | loss: 0.0311673 | val_loss: 0.0311811 | Time: 1340.02 ms
[2022-04-12 01:28:21 main:574] : INFO : Epoch 1892 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1330.39 ms
[2022-04-12 01:28:22 main:574] : INFO : Epoch 1893 | loss: 0.0311681 | val_loss: 0.0311808 | Time: 1359.66 ms
[2022-04-12 01:28:24 main:574] : INFO : Epoch 1894 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 1229.94 ms
[2022-04-12 01:28:25 main:574] : INFO : Epoch 1895 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 1323.19 ms
[2022-04-12 01:28:26 main:574] : INFO : Epoch 1896 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 1192.79 ms
[2022-04-12 01:28:27 main:574] : INFO : Epoch 1897 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 1279.3 ms
[2022-04-12 01:28:29 main:574] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1269.59 ms
[2022-04-12 01:28:30 main:574] : INFO : Epoch 1899 | loss: 0.031165 | val_loss: 0.0311821 | Time: 1312.67 ms
[2022-04-12 01:28:31 main:574] : INFO : Epoch 1900 | loss: 0.0311671 | val_loss: 0.0311815 | Time: 1343.31 ms
[2022-04-12 01:28:33 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311865 | Time: 1210.68 ms
[2022-04-12 01:28:34 main:574] : INFO : Epoch 1902 | loss: 0.0311702 | val_loss: 0.0311863 | Time: 1277.59 ms
[2022-04-12 01:28:35 main:574] : INFO : Epoch 1903 | loss: 0.0311681 | val_loss: 0.0311863 | Time: 1269.83 ms
[2022-04-12 01:28:36 main:574] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.031185 | Time: 1318.62 ms
[2022-04-12 01:28:38 main:574] : INFO : Epoch 1905 | loss: 0.0311671 | val_loss: 0.0311853 | Time: 1313.09 ms
[2022-04-12 01:28:39 main:574] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.0311853 | Time: 1321.01 ms
[2022-04-12 01:28:40 main:574] : INFO : Epoch 1907 | loss: 0.0311679 | val_loss: 0.0311861 | Time: 1318.91 ms
[2022-04-12 01:28:42 main:574] : INFO : Epoch 1908 | loss: 0.0311685 | val_loss: 0.0311847 | Time: 1276.71 ms
[2022-04-12 01:28:43 main:574] : INFO : Epoch 1909 | loss: 0.0311672 | val_loss: 0.0311827 | Time: 1251.39 ms
[2022-04-12 01:28:44 main:574] : INFO : Epoch 1910 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 1400.65 ms
[2022-04-12 01:28:46 main:574] : INFO : Epoch 1911 | loss: 0.031166 | val_loss: 0.0311825 | Time: 1275.57 ms
[2022-04-12 01:28:47 main:574] : INFO : Epoch 1912 | loss: 0.0311704 | val_loss: 0.0312016 | Time: 1323.01 ms
[2022-04-12 01:28:48 main:574] : INFO : Epoch 1913 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 1272.08 ms
[2022-04-12 01:28:50 main:574] : INFO : Epoch 1914 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 1294.28 ms
[2022-04-12 01:28:51 main:574] : INFO : Epoch 1915 | loss: 0.0311667 | val_loss: 0.031181 | Time: 1228.44 ms
[2022-04-12 01:28:52 main:574] : INFO : Epoch 1916 | loss: 0.031165 | val_loss: 0.0311808 | Time: 1317.36 ms
[2022-04-12 01:28:54 main:574] : INFO : Epoch 1917 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 1392.72 ms
[2022-04-12 01:28:55 main:574] : INFO : Epoch 1918 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 1305.37 ms
[2022-04-12 01:28:56 main:574] : INFO : Epoch 1919 | loss: 0.0311658 | val_loss: 0.0311818 | Time: 1375.7 ms
[2022-04-12 01:28:58 main:574] : INFO : Epoch 1920 | loss: 0.0311659 | val_loss: 0.0311847 | Time: 1268.22 ms
[2022-04-12 01:28:59 main:574] : INFO : Epoch 1921 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 1330.02 ms
[2022-04-12 01:29:00 main:574] : INFO : Epoch 1922 | loss: 0.0311648 | val_loss: 0.0311805 | Time: 1287.74 ms
[2022-04-12 01:29:02 main:574] : INFO : Epoch 1923 | loss: 0.031171 | val_loss: 0.0311883 | Time: 1327.09 ms
[2022-04-12 01:29:03 main:574] : INFO : Epoch 1924 | loss: 0.0311672 | val_loss: 0.031181 | Time: 1315.73 ms
[2022-04-12 01:29:04 main:574] : INFO : Epoch 1925 | loss: 0.031166 | val_loss: 0.0311811 | Time: 1323.67 ms
[2022-04-12 01:29:06 main:574] : INFO : Epoch 1926 | loss: 0.031166 | val_loss: 0.0311817 | Time: 1308.23 ms
[2022-04-12 01:29:07 main:574] : INFO : Epoch 1927 | loss: 0.0311657 | val_loss: 0.0311838 | Time: 1300.44 ms
[2022-04-12 01:29:08 main:574] : INFO : Epoch 1928 | loss: 0.0311651 | val_loss: 0.0311817 | Time: 1286.15 ms
[2022-04-12 01:29:09 main:574] : INFO : Epoch 1929 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 1295.72 ms
[2022-04-12 01:29:11 main:574] : INFO : Epoch 1930 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 1283.51 ms
[2022-04-12 01:29:12 main:574] : INFO : Epoch 1931 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1270.72 ms
[2022-04-12 01:29:13 main:574] : INFO : Epoch 1932 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 1294 ms
[2022-04-12 01:29:15 main:574] : INFO : Epoch 1933 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1319.66 ms
[2022-04-12 01:29:16 main:574] : INFO : Epoch 1934 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 1338.98 ms
[2022-04-12 01:29:17 main:574] : INFO : Epoch 1935 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 1293.82 ms
[2022-04-12 01:29:19 main:574] : INFO : Epoch 1936 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 1327.91 ms
[2022-04-12 01:29:20 main:574] : INFO : Epoch 1937 | loss: 0.0311737 | val_loss: 0.0311874 | Time: 1296.98 ms
[2022-04-12 01:29:21 main:574] : INFO : Epoch 1938 | loss: 0.0311723 | val_loss: 0.0311817 | Time: 1322.14 ms
[2022-04-12 01:29:23 main:574] : INFO : Epoch 1939 | loss: 0.0311751 | val_loss: 0.0311896 | Time: 1330.95 ms
[2022-04-12 01:29:24 main:574] : INFO : Epoch 1940 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 1339.79 ms
[2022-04-12 01:29:25 main:574] : INFO : Epoch 1941 | loss: 0.0311723 | val_loss: 0.031186 | Time: 1320.67 ms
[2022-04-12 01:29:27 main:574] : INFO : Epoch 1942 | loss: 0.0311747 | val_loss: 0.031184 | Time: 1261.8 ms
[2022-04-12 01:29:28 main:574] : INFO : Epoch 1943 | loss: 0.0311737 | val_loss: 0.0311853 | Time: 1350.95 ms
[2022-04-12 01:29:29 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311855 | Time: 1304.18 ms
[2022-04-12 01:29:31 main:574] : INFO : Epoch 1945 | loss: 0.0311701 | val_loss: 0.0311843 | Time: 1356.39 ms
[2022-04-12 01:29:32 main:574] : INFO : Epoch 1946 | loss: 0.0311703 | val_loss: 0.0311843 | Time: 1354.77 ms
[2022-04-12 01:29:33 main:574] : INFO : Epoch 1947 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 1284.11 ms
[2022-04-12 01:29:35 main:574] : INFO : Epoch 1948 | loss: 0.0311705 | val_loss: 0.0311821 | Time: 1348.57 ms
[2022-04-12 01:29:36 main:574] : INFO : Epoch 1949 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 1308.98 ms
[2022-04-12 01:29:37 main:574] : INFO : Epoch 1950 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 1271.92 ms
[2022-04-12 01:29:39 main:574] : INFO : Epoch 1951 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1288.46 ms
[2022-04-12 01:29:40 main:574] : INFO : Epoch 1952 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1353.98 ms
[2022-04-12 01:29:41 main:574] : INFO : Epoch 1953 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 1328.59 ms
[2022-04-12 01:29:43 main:574] : INFO : Epoch 1954 | loss: 0.0311708 | val_loss: 0.0311813 | Time: 1317.97 ms
[2022-04-12 01:29:44 main:574] : INFO : Epoch 1955 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 1276.81 ms
[2022-04-12 01:29:45 main:574] : INFO : Epoch 1956 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 1262.43 ms
[2022-04-12 01:29:47 main:574] : INFO : Epoch 1957 | loss: 0.0311696 | val_loss: 0.0311813 | Time: 1343.13 ms
[2022-04-12 01:29:48 main:574] : INFO : Epoch 1958 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 1337.26 ms
[2022-04-12 01:29:49 main:574] : INFO : Epoch 1959 | loss: 0.0311684 | val_loss: 0.0311857 | Time: 1320.43 ms
[2022-04-12 01:29:51 main:574] : INFO : Epoch 1960 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 1359.8 ms
[2022-04-12 01:29:52 main:574] : INFO : Epoch 1961 | loss: 0.0311697 | val_loss: 0.0311888 | Time: 1304.09 ms
[2022-04-12 01:29:53 main:574] : INFO : Epoch 1962 | loss: 0.0311731 | val_loss: 0.031182 | Time: 1305.42 ms
[2022-04-12 01:29:55 main:574] : INFO : Epoch 1963 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 1282.5 ms
[2022-04-12 01:29:56 main:574] : INFO : Epoch 1964 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 1322.9 ms
[2022-04-12 01:29:57 main:574] : INFO : Epoch 1965 | loss: 0.031168 | val_loss: 0.031183 | Time: 1328.04 ms
[2022-04-12 01:29:59 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311821 | Time: 1287.16 ms
[2022-04-12 01:30:00 main:574] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.0311826 | Time: 1334.85 ms
[2022-04-12 01:30:01 main:574] : INFO : Epoch 1968 | loss: 0.0311698 | val_loss: 0.0311855 | Time: 1516.16 ms
[2022-04-12 01:30:03 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311807 | Time: 1452.5 ms
[2022-04-12 01:30:04 main:574] : INFO : Epoch 1970 | loss: 0.0311661 | val_loss: 0.0311799 | Time: 1334.44 ms
[2022-04-12 01:30:06 main:574] : INFO : Epoch 1971 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 1351.68 ms
[2022-04-12 01:30:07 main:574] : INFO : Epoch 1972 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 1532.25 ms
[2022-04-12 01:30:09 main:574] : INFO : Epoch 1973 | loss: 0.031168 | val_loss: 0.0311815 | Time: 1436.26 ms
[2022-04-12 01:30:10 main:574] : INFO : Epoch 1974 | loss: 0.0311687 | val_loss: 0.0311848 | Time: 1504.7 ms
[2022-04-12 01:30:12 main:574] : INFO : Epoch 1975 | loss: 0.0311675 | val_loss: 0.03118 | Time: 1554.04 ms
[2022-04-12 01:30:13 main:574] : INFO : Epoch 1976 | loss: 0.0311674 | val_loss: 0.0311843 | Time: 1521.29 ms
[2022-04-12 01:30:15 main:574] : INFO : Epoch 1977 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 1611.46 ms
[2022-04-12 01:30:16 main:574] : INFO : Epoch 1978 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 1384.12 ms
[2022-04-12 01:30:18 main:574] : INFO : Epoch 1979 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 1444.22 ms
[2022-04-12 01:30:19 main:574] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.0311816 | Time: 1464.97 ms
[2022-04-12 01:30:21 main:574] : INFO : Epoch 1981 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 1296.06 ms
[2022-04-12 01:30:22 main:574] : INFO : Epoch 1982 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 1257.84 ms
[2022-04-12 01:30:23 main:574] : INFO : Epoch 1983 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 1364.33 ms
[2022-04-12 01:30:25 main:574] : INFO : Epoch 1984 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 1421.03 ms
[2022-04-12 01:30:26 main:574] : INFO : Epoch 1985 | loss: 0.0311684 | val_loss: 0.0311818 | Time: 1463.57 ms
[2022-04-12 01:30:27 main:574] : INFO : Epoch 1986 | loss: 0.0311704 | val_loss: 0.0311851 | Time: 1390.52 ms
[2022-04-12 01:30:29 main:574] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311854 | Time: 1398.55 ms
[2022-04-12 01:30:30 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311859 | Time: 1428.56 ms
[2022-04-12 01:30:32 main:574] : INFO : Epoch 1989 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 1453.85 ms
[2022-04-12 01:30:33 main:574] : INFO : Epoch 1990 | loss: 0.0311725 | val_loss: 0.0311895 | Time: 1514.37 ms
[2022-04-12 01:30:35 main:574] : INFO : Epoch 1991 | loss: 0.0311791 | val_loss: 0.0311888 | Time: 1397.1 ms
[2022-04-12 01:30:36 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 1416.25 ms
[2022-04-12 01:30:38 main:574] : INFO : Epoch 1993 | loss: 0.0311713 | val_loss: 0.031188 | Time: 1421.55 ms
[2022-04-12 01:30:39 main:574] : INFO : Epoch 1994 | loss: 0.0311684 | val_loss: 0.0311858 | Time: 1438.9 ms
[2022-04-12 01:30:40 main:574] : INFO : Epoch 1995 | loss: 0.0311708 | val_loss: 0.0311858 | Time: 1375.74 ms
[2022-04-12 01:30:42 main:574] : INFO : Epoch 1996 | loss: 0.031169 | val_loss: 0.0311854 | Time: 1402.11 ms
[2022-04-12 01:30:43 main:574] : INFO : Epoch 1997 | loss: 0.0311679 | val_loss: 0.0311898 | Time: 1294.57 ms
[2022-04-12 01:30:44 main:574] : INFO : Epoch 1998 | loss: 0.0311712 | val_loss: 0.031186 | Time: 1280.7 ms
[2022-04-12 01:30:46 main:574] : INFO : Epoch 1999 | loss: 0.0311707 | val_loss: 0.0311897 | Time: 1308.24 ms
[2022-04-12 01:30:47 main:574] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311832 | Time: 1317.42 ms
[2022-04-12 01:30:48 main:574] : INFO : Epoch 2001 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 1317.2 ms
[2022-04-12 01:30:50 main:574] : INFO : Epoch 2002 | loss: 0.0311671 | val_loss: 0.0311826 | Time: 1296.58 ms
[2022-04-12 01:30:51 main:574] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.031183 | Time: 1270.17 ms
[2022-04-12 01:30:52 main:574] : INFO : Epoch 2004 | loss: 0.0311663 | val_loss: 0.0311866 | Time: 1308.74 ms
[2022-04-12 01:30:54 main:574] : INFO : Epoch 2005 | loss: 0.0311675 | val_loss: 0.0311864 | Time: 1315.46 ms
[2022-04-12 01:30:55 main:574] : INFO : Epoch 2006 | loss: 0.0311661 | val_loss: 0.0311883 | Time: 1255.7 ms
[2022-04-12 01:30:56 main:574] : INFO : Epoch 2007 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 1209.12 ms
[2022-04-12 01:30:57 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311843 | Time: 1280.44 ms
[2022-04-12 01:30:59 main:574] : INFO : Epoch 2009 | loss: 0.0311652 | val_loss: 0.0311839 | Time: 1319.15 ms
[2022-04-12 01:31:00 main:574] : INFO : Epoch 2010 | loss: 0.0311653 | val_loss: 0.0311817 | Time: 1282.62 ms
[2022-04-12 01:31:01 main:574] : INFO : Epoch 2011 | loss: 0.0311665 | val_loss: 0.031188 | Time: 1354.34 ms
[2022-04-12 01:31:03 main:574] : INFO : Epoch 2012 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 1284.25 ms
[2022-04-12 01:31:04 main:574] : INFO : Epoch 2013 | loss: 0.0311672 | val_loss: 0.0311835 | Time: 1333.19 ms
[2022-04-12 01:31:05 main:574] : INFO : Epoch 2014 | loss: 0.0311678 | val_loss: 0.0311921 | Time: 1298.15 ms
[2022-04-12 01:31:07 main:574] : INFO : Epoch 2015 | loss: 0.0311654 | val_loss: 0.0311841 | Time: 1286.91 ms
[2022-04-12 01:31:08 main:574] : INFO : Epoch 2016 | loss: 0.031165 | val_loss: 0.0311842 | Time: 1283.74 ms
[2022-04-12 01:31:09 main:574] : INFO : Epoch 2017 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 1285.66 ms
[2022-04-12 01:31:11 main:574] : INFO : Epoch 2018 | loss: 0.0311656 | val_loss: 0.031186 | Time: 1339.57 ms
[2022-04-12 01:31:12 main:574] : INFO : Epoch 2019 | loss: 0.0311658 | val_loss: 0.0311867 | Time: 1397.85 ms
[2022-04-12 01:31:13 main:574] : INFO : Epoch 2020 | loss: 0.0311666 | val_loss: 0.031188 | Time: 1373.07 ms
[2022-04-12 01:31:15 main:574] : INFO : Epoch 2021 | loss: 0.0311678 | val_loss: 0.0311879 | Time: 1288.36 ms
[2022-04-12 01:31:16 main:574] : INFO : Epoch 2022 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1343.82 ms
[2022-04-12 01:31:17 main:574] : INFO : Epoch 2023 | loss: 0.031171 | val_loss: 0.0311882 | Time: 1310.9 ms
[2022-04-12 01:31:19 main:574] : INFO : Epoch 2024 | loss: 0.0311695 | val_loss: 0.0311826 | Time: 1295.89 ms
[2022-04-12 01:31:20 main:574] : INFO : Epoch 2025 | loss: 0.031167 | val_loss: 0.0311873 | Time: 1319.89 ms
[2022-04-12 01:31:21 main:574] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.0311838 | Time: 1241.42 ms
[2022-04-12 01:31:23 main:574] : INFO : Epoch 2027 | loss: 0.0311663 | val_loss: 0.0311892 | Time: 1346.44 ms
[2022-04-12 01:31:24 main:574] : INFO : Epoch 2028 | loss: 0.0311682 | val_loss: 0.031186 | Time: 1343.19 ms
[2022-04-12 01:31:25 main:574] : INFO : Epoch 2029 | loss: 0.0311657 | val_loss: 0.0311884 | Time: 1301.11 ms
[2022-04-12 01:31:27 main:574] : INFO : Epoch 2030 | loss: 0.0311686 | val_loss: 0.0311846 | Time: 1291.46 ms
[2022-04-12 01:31:28 main:574] : INFO : Epoch 2031 | loss: 0.0311677 | val_loss: 0.0311844 | Time: 1319.71 ms
[2022-04-12 01:31:29 main:574] : INFO : Epoch 2032 | loss: 0.0311667 | val_loss: 0.0311867 | Time: 1266.32 ms
[2022-04-12 01:31:31 main:574] : INFO : Epoch 2033 | loss: 0.0311671 | val_loss: 0.031184 | Time: 1385.76 ms
[2022-04-12 01:31:32 main:574] : INFO : Epoch 2034 | loss: 0.0311683 | val_loss: 0.0311866 | Time: 1301.42 ms
[2022-04-12 01:31:34 main:574] : INFO : Epoch 2035 | loss: 0.0311664 | val_loss: 0.0311842 | Time: 1405.11 ms
[2022-04-12 01:31:35 main:574] : INFO : Epoch 2036 | loss: 0.0311652 | val_loss: 0.031182 | Time: 1334.05 ms
[2022-04-12 01:31:36 main:574] : INFO : Epoch 2037 | loss: 0.0311664 | val_loss: 0.0311859 | Time: 1416.9 ms
[2022-04-12 01:31:38 main:574] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311866 | Time: 1321.21 ms
[2022-04-12 01:31:39 main:574] : INFO : Epoch 2039 | loss: 0.0311684 | val_loss: 0.0311857 | Time: 1295.11 ms
[2022-04-12 01:31:40 main:574] : INFO : Epoch 2040 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 1268.66 ms
[2022-04-12 01:31:42 main:574] : INFO : Epoch 2041 | loss: 0.0311697 | val_loss: 0.0311868 | Time: 1361.24 ms
[2022-04-12 01:31:43 main:574] : INFO : Epoch 2042 | loss: 0.0311695 | val_loss: 0.0311852 | Time: 1318.56 ms
[2022-04-12 01:31:44 main:574] : INFO : Epoch 2043 | loss: 0.0311683 | val_loss: 0.031185 | Time: 1355.88 ms
[2022-04-12 01:31:46 main:574] : INFO : Epoch 2044 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 1484.04 ms
[2022-04-12 01:31:47 main:574] : INFO : Epoch 2045 | loss: 0.0311702 | val_loss: 0.0311831 | Time: 1439.83 ms
[2022-04-12 01:31:49 main:574] : INFO : Epoch 2046 | loss: 0.0311707 | val_loss: 0.0311947 | Time: 1298.04 ms
[2022-04-12 01:31:50 main:574] : INFO : Epoch 2047 | loss: 0.0311715 | val_loss: 0.0311849 | Time: 1297.31 ms
[2022-04-12 01:31:51 main:574] : INFO : Epoch 2048 | loss: 0.0311706 | val_loss: 0.0311902 | Time: 1311.89 ms
[2022-04-12 01:31:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311902
[2022-04-12 01:31:51 main:603] : INFO : Saving end state to config to file
[2022-04-12 01:31:51 main:608] : INFO : Success, exiting..
01:31:51 (33376): 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)