Task 13822112
| Name | ParityModified-1647041124-21379-3-0_0 |
| Workunit | 10903725 |
| Created | 26 Mar 2022, 22:57:53 UTC |
| Sent | 1 Apr 2022, 7:12:51 UTC |
| Report deadline | 9 Apr 2022, 7:12:51 UTC |
| Received | 2 Apr 2022, 16:11:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 42 min 24 sec |
| CPU time | 41 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 1355.2 ms
[2022-04-02 17:00:46 main:574] : INFO : Epoch 1543 | loss: 0.031182 | val_loss: 0.0311789 | Time: 1287.18 ms
[2022-04-02 17:00:47 main:574] : INFO : Epoch 1544 | loss: 0.0311804 | val_loss: 0.0311811 | Time: 1248.7 ms
[2022-04-02 17:00:48 main:574] : INFO : Epoch 1545 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1246.63 ms
[2022-04-02 17:00:50 main:574] : INFO : Epoch 1546 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1278.05 ms
[2022-04-02 17:00:51 main:574] : INFO : Epoch 1547 | loss: 0.0311805 | val_loss: 0.03118 | Time: 1288.46 ms
[2022-04-02 17:00:52 main:574] : INFO : Epoch 1548 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1266.94 ms
[2022-04-02 17:00:53 main:574] : INFO : Epoch 1549 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 1382.45 ms
[2022-04-02 17:00:55 main:574] : INFO : Epoch 1550 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 1310.11 ms
[2022-04-02 17:00:56 main:574] : INFO : Epoch 1551 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 1249.29 ms
[2022-04-02 17:00:57 main:574] : INFO : Epoch 1552 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 1344.19 ms
[2022-04-02 17:00:59 main:574] : INFO : Epoch 1553 | loss: 0.0311808 | val_loss: 0.0311934 | Time: 1217.56 ms
[2022-04-02 17:01:00 main:574] : INFO : Epoch 1554 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 1287.73 ms
[2022-04-02 17:01:01 main:574] : INFO : Epoch 1555 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 1300.9 ms
[2022-04-02 17:01:03 main:574] : INFO : Epoch 1556 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 1346.45 ms
[2022-04-02 17:01:04 main:574] : INFO : Epoch 1557 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1218.87 ms
[2022-04-02 17:01:05 main:574] : INFO : Epoch 1558 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 1291.33 ms
[2022-04-02 17:01:06 main:574] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.0311904 | Time: 1224.74 ms
[2022-04-02 17:01:08 main:574] : INFO : Epoch 1560 | loss: 0.0311837 | val_loss: 0.0311882 | Time: 1232.63 ms
[2022-04-02 17:01:09 main:574] : INFO : Epoch 1561 | loss: 0.0311827 | val_loss: 0.0311803 | Time: 1267.72 ms
[2022-04-02 17:01:10 main:574] : INFO : Epoch 1562 | loss: 0.0311779 | val_loss: 0.0311863 | Time: 1374.01 ms
[2022-04-02 17:01:12 main:574] : INFO : Epoch 1563 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 1405.77 ms
[2022-04-02 17:01:13 main:574] : INFO : Epoch 1564 | loss: 0.031178 | val_loss: 0.0311786 | Time: 1308.07 ms
[2022-04-02 17:01:14 main:574] : INFO : Epoch 1565 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 1241.43 ms
[2022-04-02 17:01:15 main:574] : INFO : Epoch 1566 | loss: 0.031183 | val_loss: 0.0311786 | Time: 1305 ms
[2022-04-02 17:01:17 main:574] : INFO : Epoch 1567 | loss: 0.0311881 | val_loss: 0.0311925 | Time: 1252.39 ms
[2022-04-02 17:01:18 main:574] : INFO : Epoch 1568 | loss: 0.0311835 | val_loss: 0.0311777 | Time: 1321.21 ms
[2022-04-02 17:01:19 main:574] : INFO : Epoch 1569 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1335.33 ms
[2022-04-02 17:01:21 main:574] : INFO : Epoch 1570 | loss: 0.0311827 | val_loss: 0.0311768 | Time: 1334.5 ms
[2022-04-02 17:01:22 main:574] : INFO : Epoch 1571 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1270.62 ms
[2022-04-02 17:01:23 main:574] : INFO : Epoch 1572 | loss: 0.0311823 | val_loss: 0.0311792 | Time: 1288.95 ms
[2022-04-02 17:01:25 main:574] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1217.48 ms
[2022-04-02 17:01:26 main:574] : INFO : Epoch 1574 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 1301.03 ms
[2022-04-02 17:01:27 main:574] : INFO : Epoch 1575 | loss: 0.031184 | val_loss: 0.0311763 | Time: 1322.72 ms
[2022-04-02 17:01:28 main:574] : INFO : Epoch 1576 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 1298.44 ms
[2022-04-02 17:01:30 main:574] : INFO : Epoch 1577 | loss: 0.0311764 | val_loss: 0.0311782 | Time: 1264.29 ms
[2022-04-02 17:01:31 main:574] : INFO : Epoch 1578 | loss: 0.031183 | val_loss: 0.031179 | Time: 1245.23 ms
[2022-04-02 17:01:32 main:574] : INFO : Epoch 1579 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 1164.21 ms
[2022-04-02 17:01:33 main:574] : INFO : Epoch 1580 | loss: 0.031177 | val_loss: 0.0311787 | Time: 1255.59 ms
[2022-04-02 17:01:35 main:574] : INFO : Epoch 1581 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 1334.78 ms
[2022-04-02 17:01:36 main:574] : INFO : Epoch 1582 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 1292.34 ms
[2022-04-02 17:01:37 main:574] : INFO : Epoch 1583 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1322.31 ms
[2022-04-02 17:01:39 main:574] : INFO : Epoch 1584 | loss: 0.031178 | val_loss: 0.0311832 | Time: 1278.16 ms
[2022-04-02 17:01:40 main:574] : INFO : Epoch 1585 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 1331.55 ms
[2022-04-02 17:01:41 main:574] : INFO : Epoch 1586 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 1395.5 ms
[2022-04-02 17:01:43 main:574] : INFO : Epoch 1587 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1296.96 ms
[2022-04-02 17:01:44 main:574] : INFO : Epoch 1588 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 1284.36 ms
[2022-04-02 17:01:45 main:574] : INFO : Epoch 1589 | loss: 0.0311759 | val_loss: 0.0311892 | Time: 1300.59 ms
[2022-04-02 17:01:47 main:574] : INFO : Epoch 1590 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 1240.81 ms
[2022-04-02 17:01:48 main:574] : INFO : Epoch 1591 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1309.57 ms
[2022-04-02 17:01:49 main:574] : INFO : Epoch 1592 | loss: 0.0311763 | val_loss: 0.0311847 | Time: 1271.18 ms
[2022-04-02 17:01:50 main:574] : INFO : Epoch 1593 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 1280.3 ms
[2022-04-02 17:01:52 main:574] : INFO : Epoch 1594 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1359.22 ms
[2022-04-02 17:01:53 main:574] : INFO : Epoch 1595 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1271.88 ms
[2022-04-02 17:01:54 main:574] : INFO : Epoch 1596 | loss: 0.031179 | val_loss: 0.0311869 | Time: 1248.62 ms
[2022-04-02 17:01:56 main:574] : INFO : Epoch 1597 | loss: 0.0311788 | val_loss: 0.031187 | Time: 1271.9 ms
[2022-04-02 17:01:57 main:574] : INFO : Epoch 1598 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 1376.79 ms
[2022-04-02 17:01:58 main:574] : INFO : Epoch 1599 | loss: 0.0311766 | val_loss: 0.031188 | Time: 1266.22 ms
[2022-04-02 17:02:00 main:574] : INFO : Epoch 1600 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 1296.97 ms
[2022-04-02 17:02:01 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311893 | Time: 1341.31 ms
[2022-04-02 17:02:02 main:574] : INFO : Epoch 1602 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 1296.79 ms
[2022-04-02 17:02:03 main:574] : INFO : Epoch 1603 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1290.16 ms
[2022-04-02 17:02:05 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311896 | Time: 1286.16 ms
[2022-04-02 17:02:06 main:574] : INFO : Epoch 1605 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 1228.08 ms
[2022-04-02 17:02:07 main:574] : INFO : Epoch 1606 | loss: 0.0311758 | val_loss: 0.03118 | Time: 1277.81 ms
[2022-04-02 17:02:09 main:574] : INFO : Epoch 1607 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 1305.28 ms
[2022-04-02 17:02:10 main:574] : INFO : Epoch 1608 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 1273.28 ms
[2022-04-02 17:02:11 main:574] : INFO : Epoch 1609 | loss: 0.0311787 | val_loss: 0.0311886 | Time: 1259.6 ms
[2022-04-02 17:02:12 main:574] : INFO : Epoch 1610 | loss: 0.0311764 | val_loss: 0.031179 | Time: 1296.82 ms
[2022-04-02 17:02:14 main:574] : INFO : Epoch 1611 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 1315.25 ms
[2022-04-02 17:02:15 main:574] : INFO : Epoch 1612 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 1336.37 ms
[2022-04-02 17:02:16 main:574] : INFO : Epoch 1613 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 1265.17 ms
[2022-04-02 17:02:18 main:574] : INFO : Epoch 1614 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1266.01 ms
[2022-04-02 17:02:19 main:574] : INFO : Epoch 1615 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 1216.36 ms
[2022-04-02 17:02:20 main:574] : INFO : Epoch 1616 | loss: 0.031175 | val_loss: 0.0311846 | Time: 1281.52 ms
[2022-04-02 17:02:21 main:574] : INFO : Epoch 1617 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 1290.76 ms
[2022-04-02 17:02:23 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 1289.65 ms
[2022-04-02 17:02:24 main:574] : INFO : Epoch 1619 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 1325.1 ms
[2022-04-02 17:02:25 main:574] : INFO : Epoch 1620 | loss: 0.0311748 | val_loss: 0.0311912 | Time: 1300.31 ms
[2022-04-02 17:02:27 main:574] : INFO : Epoch 1621 | loss: 0.031178 | val_loss: 0.031179 | Time: 1239.19 ms
[2022-04-02 17:02:28 main:574] : INFO : Epoch 1622 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 1276.63 ms
[2022-04-02 17:02:29 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 1256.15 ms
[2022-04-02 17:02:30 main:574] : INFO : Epoch 1624 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 1256.16 ms
[2022-04-02 17:02:32 main:574] : INFO : Epoch 1625 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1325.89 ms
[2022-04-02 17:02:33 main:574] : INFO : Epoch 1626 | loss: 0.031174 | val_loss: 0.0311796 | Time: 1401.36 ms
[2022-04-02 17:02:35 main:574] : INFO : Epoch 1627 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 1388.94 ms
[2022-04-02 17:02:36 main:574] : INFO : Epoch 1628 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 1318.65 ms
[2022-04-02 17:02:37 main:574] : INFO : Epoch 1629 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 1382.07 ms
[2022-04-02 17:02:39 main:574] : INFO : Epoch 1630 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1312.83 ms
[2022-04-02 17:02:40 main:574] : INFO : Epoch 1631 | loss: 0.031182 | val_loss: 0.0311924 | Time: 1227.86 ms
[2022-04-02 17:02:41 main:574] : INFO : Epoch 1632 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 1324.1 ms
[2022-04-02 17:02:42 main:574] : INFO : Epoch 1633 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1352.95 ms
[2022-04-02 17:02:44 main:574] : INFO : Epoch 1634 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 1237.36 ms
[2022-04-02 17:02:45 main:574] : INFO : Epoch 1635 | loss: 0.03118 | val_loss: 0.0311854 | Time: 1278.03 ms
[2022-04-02 17:02:46 main:574] : INFO : Epoch 1636 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 1291.24 ms
[2022-04-02 17:02:47 main:574] : INFO : Epoch 1637 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1205.29 ms
[2022-04-02 17:02:49 main:574] : INFO : Epoch 1638 | loss: 0.031173 | val_loss: 0.0311781 | Time: 1208.02 ms
[2022-04-02 17:02:50 main:574] : INFO : Epoch 1639 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1233.49 ms
[2022-04-02 17:02:51 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1390.7 ms
[2022-04-02 17:02:53 main:574] : INFO : Epoch 1641 | loss: 0.0311799 | val_loss: 0.0311778 | Time: 1218.48 ms
[2022-04-02 17:02:54 main:574] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.0311772 | Time: 1255 ms
[2022-04-02 17:02:55 main:574] : INFO : Epoch 1643 | loss: 0.0311848 | val_loss: 0.0311751 | Time: 1268.4 ms
[2022-04-02 17:02:56 main:574] : INFO : Epoch 1644 | loss: 0.0311786 | val_loss: 0.031176 | Time: 1304.69 ms
[2022-04-02 17:02:58 main:574] : INFO : Epoch 1645 | loss: 0.0311783 | val_loss: 0.0311735 | Time: 1366.98 ms
[2022-04-02 17:02:59 main:574] : INFO : Epoch 1646 | loss: 0.0311811 | val_loss: 0.0311739 | Time: 1310.74 ms
[2022-04-02 17:03:00 main:574] : INFO : Epoch 1647 | loss: 0.0311767 | val_loss: 0.0311729 | Time: 1335.45 ms
[2022-04-02 17:03:02 main:574] : INFO : Epoch 1648 | loss: 0.0311779 | val_loss: 0.031174 | Time: 1277.37 ms
[2022-04-02 17:03:03 main:574] : INFO : Epoch 1649 | loss: 0.0311789 | val_loss: 0.0311732 | Time: 1329.43 ms
[2022-04-02 17:03:04 main:574] : INFO : Epoch 1650 | loss: 0.0311791 | val_loss: 0.0311891 | Time: 1299.39 ms
[2022-04-02 17:03:06 main:574] : INFO : Epoch 1651 | loss: 0.0311807 | val_loss: 0.031181 | Time: 1358 ms
[2022-04-02 17:03:07 main:574] : INFO : Epoch 1652 | loss: 0.0311835 | val_loss: 0.0311747 | Time: 1301.61 ms
[2022-04-02 17:03:08 main:574] : INFO : Epoch 1653 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 1319.38 ms
[2022-04-02 17:03:10 main:574] : INFO : Epoch 1654 | loss: 0.0311735 | val_loss: 0.0311711 | Time: 1351.92 ms
[2022-04-02 17:03:11 main:574] : INFO : Epoch 1655 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1218.82 ms
[2022-04-02 17:03:12 main:574] : INFO : Epoch 1656 | loss: 0.0311784 | val_loss: 0.0311908 | Time: 1245.56 ms
[2022-04-02 17:03:13 main:574] : INFO : Epoch 1657 | loss: 0.0311812 | val_loss: 0.0311777 | Time: 1273.08 ms
[2022-04-02 17:03:15 main:574] : INFO : Epoch 1658 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 1284.31 ms
[2022-04-02 17:03:16 main:574] : INFO : Epoch 1659 | loss: 0.0311747 | val_loss: 0.0311703 | Time: 1282.11 ms
[2022-04-02 17:03:17 main:574] : INFO : Epoch 1660 | loss: 0.0311755 | val_loss: 0.0311709 | Time: 1326.3 ms
[2022-04-02 17:03:19 main:574] : INFO : Epoch 1661 | loss: 0.0311735 | val_loss: 0.0311721 | Time: 1383.6 ms
[2022-04-02 17:03:20 main:574] : INFO : Epoch 1662 | loss: 0.0311737 | val_loss: 0.031171 | Time: 1279.66 ms
[2022-04-02 17:03:21 main:574] : INFO : Epoch 1663 | loss: 0.0311791 | val_loss: 0.0311716 | Time: 1214.87 ms
[2022-04-02 17:03:22 main:574] : INFO : Epoch 1664 | loss: 0.0311754 | val_loss: 0.0311754 | Time: 1255.73 ms
[2022-04-02 17:03:24 main:574] : INFO : Epoch 1665 | loss: 0.0311742 | val_loss: 0.0311693 | Time: 1290.82 ms
[2022-04-02 17:03:25 main:574] : INFO : Epoch 1666 | loss: 0.0311706 | val_loss: 0.031169 | Time: 1284.03 ms
[2022-04-02 17:03:26 main:574] : INFO : Epoch 1667 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 1377.31 ms
[2022-04-02 17:03:28 main:574] : INFO : Epoch 1668 | loss: 0.0311719 | val_loss: 0.031173 | Time: 1363.08 ms
[2022-04-02 17:03:29 main:574] : INFO : Epoch 1669 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1262.83 ms
[2022-04-02 17:03:30 main:574] : INFO : Epoch 1670 | loss: 0.0311718 | val_loss: 0.0311689 | Time: 1262.41 ms
[2022-04-02 17:03:32 main:574] : INFO : Epoch 1671 | loss: 0.0311769 | val_loss: 0.0311705 | Time: 1236.71 ms
[2022-04-02 17:03:33 main:574] : INFO : Epoch 1672 | loss: 0.0311749 | val_loss: 0.0311708 | Time: 1277.91 ms
[2022-04-02 17:03:34 main:574] : INFO : Epoch 1673 | loss: 0.0311736 | val_loss: 0.0311708 | Time: 1280.11 ms
[2022-04-02 17:03:35 main:574] : INFO : Epoch 1674 | loss: 0.0311758 | val_loss: 0.0311701 | Time: 1263.67 ms
[2022-04-02 17:03:37 main:574] : INFO : Epoch 1675 | loss: 0.0311766 | val_loss: 0.03117 | Time: 1350.78 ms
[2022-04-02 17:03:38 main:574] : INFO : Epoch 1676 | loss: 0.0311778 | val_loss: 0.0311733 | Time: 1186.88 ms
[2022-04-02 17:03:39 main:574] : INFO : Epoch 1677 | loss: 0.031175 | val_loss: 0.0311732 | Time: 1290.66 ms
[2022-04-02 17:03:41 main:574] : INFO : Epoch 1678 | loss: 0.0311716 | val_loss: 0.0311708 | Time: 1290.43 ms
[2022-04-02 17:03:42 main:574] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 1327.31 ms
[2022-04-02 17:03:43 main:574] : INFO : Epoch 1680 | loss: 0.0311735 | val_loss: 0.0311705 | Time: 1213.5 ms
[2022-04-02 17:03:45 main:574] : INFO : Epoch 1681 | loss: 0.031172 | val_loss: 0.0311717 | Time: 1442.14 ms
[2022-04-02 17:03:46 main:574] : INFO : Epoch 1682 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 1374.49 ms
[2022-04-02 17:03:47 main:574] : INFO : Epoch 1683 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 1282.87 ms
[2022-04-02 17:03:49 main:574] : INFO : Epoch 1684 | loss: 0.0311782 | val_loss: 0.0311757 | Time: 1288.96 ms
[2022-04-02 17:03:50 main:574] : INFO : Epoch 1685 | loss: 0.0311783 | val_loss: 0.0311744 | Time: 1206.93 ms
[2022-04-02 17:03:51 main:574] : INFO : Epoch 1686 | loss: 0.0311763 | val_loss: 0.031172 | Time: 1288.66 ms
[2022-04-02 17:03:52 main:574] : INFO : Epoch 1687 | loss: 0.0311754 | val_loss: 0.031181 | Time: 1329.13 ms
[2022-04-02 17:03:54 main:574] : INFO : Epoch 1688 | loss: 0.0311827 | val_loss: 0.0311731 | Time: 1305.84 ms
[2022-04-02 17:03:55 main:574] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 1367.15 ms
[2022-04-02 17:03:56 main:574] : INFO : Epoch 1690 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 1271.49 ms
[2022-04-02 17:03:58 main:574] : INFO : Epoch 1691 | loss: 0.0311725 | val_loss: 0.0311722 | Time: 1324.91 ms
[2022-04-02 17:03:59 main:574] : INFO : Epoch 1692 | loss: 0.0311729 | val_loss: 0.0311695 | Time: 1308.33 ms
[2022-04-02 17:04:00 main:574] : INFO : Epoch 1693 | loss: 0.031174 | val_loss: 0.0311698 | Time: 1347.95 ms
[2022-04-02 17:04:02 main:574] : INFO : Epoch 1694 | loss: 0.0311721 | val_loss: 0.0311705 | Time: 1246.52 ms
[2022-04-02 17:04:03 main:574] : INFO : Epoch 1695 | loss: 0.0311716 | val_loss: 0.0311705 | Time: 1325.19 ms
[2022-04-02 17:04:04 main:574] : INFO : Epoch 1696 | loss: 0.0311718 | val_loss: 0.0311709 | Time: 1365.12 ms
[2022-04-02 17:04:06 main:574] : INFO : Epoch 1697 | loss: 0.0311708 | val_loss: 0.031172 | Time: 1326.75 ms
[2022-04-02 17:04:07 main:574] : INFO : Epoch 1698 | loss: 0.031173 | val_loss: 0.0311744 | Time: 1267.41 ms
[2022-04-02 17:04:08 main:574] : INFO : Epoch 1699 | loss: 0.0311713 | val_loss: 0.0311693 | Time: 1343.69 ms
[2022-04-02 17:04:09 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1215.69 ms
[2022-04-02 17:04:11 main:574] : INFO : Epoch 1701 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1226.12 ms
[2022-04-02 17:04:12 main:574] : INFO : Epoch 1702 | loss: 0.0311836 | val_loss: 0.0311779 | Time: 1288.37 ms
[2022-04-02 17:04:13 main:574] : INFO : Epoch 1703 | loss: 0.0311796 | val_loss: 0.0311746 | Time: 1329.01 ms
[2022-04-02 17:04:15 main:574] : INFO : Epoch 1704 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 1320.81 ms
[2022-04-02 17:04:16 main:574] : INFO : Epoch 1705 | loss: 0.0311753 | val_loss: 0.0311717 | Time: 1277.3 ms
[2022-04-02 17:04:17 main:574] : INFO : Epoch 1706 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 1279.28 ms
[2022-04-02 17:04:18 main:574] : INFO : Epoch 1707 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 1220.92 ms
[2022-04-02 17:04:20 main:574] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1302.77 ms
[2022-04-02 17:04:21 main:574] : INFO : Epoch 1709 | loss: 0.0311716 | val_loss: 0.0311713 | Time: 1273.77 ms
[2022-04-02 17:04:22 main:574] : INFO : Epoch 1710 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 1321.33 ms
[2022-04-02 17:04:24 main:574] : INFO : Epoch 1711 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 1277.35 ms
[2022-04-02 17:04:25 main:574] : INFO : Epoch 1712 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 1285.34 ms
[2022-04-02 17:04:26 main:574] : INFO : Epoch 1713 | loss: 0.0311746 | val_loss: 0.0311718 | Time: 1262.02 ms
[2022-04-02 17:04:27 main:574] : INFO : Epoch 1714 | loss: 0.0311767 | val_loss: 0.0311719 | Time: 1269.15 ms
[2022-04-02 17:04:29 main:574] : INFO : Epoch 1715 | loss: 0.0311734 | val_loss: 0.0311705 | Time: 1410.32 ms
[2022-04-02 17:04:30 main:574] : INFO : Epoch 1716 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 1314.98 ms
[2022-04-02 17:04:31 main:574] : INFO : Epoch 1717 | loss: 0.0311745 | val_loss: 0.0311705 | Time: 1346.22 ms
[2022-04-02 17:04:33 main:574] : INFO : Epoch 1718 | loss: 0.0311718 | val_loss: 0.031173 | Time: 1279.7 ms
[2022-04-02 17:04:34 main:574] : INFO : Epoch 1719 | loss: 0.0311728 | val_loss: 0.0311708 | Time: 1226.07 ms
[2022-04-02 17:04:35 main:574] : INFO : Epoch 1720 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 1185.42 ms
[2022-04-02 17:04:36 main:574] : INFO : Epoch 1721 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 1256.63 ms
[2022-04-02 17:04:38 main:574] : INFO : Epoch 1722 | loss: 0.0311732 | val_loss: 0.0311712 | Time: 1257.2 ms
[2022-04-02 17:04:39 main:574] : INFO : Epoch 1723 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 1309.62 ms
[2022-04-02 17:04:40 main:574] : INFO : Epoch 1724 | loss: 0.0311789 | val_loss: 0.0311726 | Time: 1359.13 ms
[2022-04-02 17:04:42 main:574] : INFO : Epoch 1725 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 1345.72 ms
[2022-04-02 17:04:43 main:574] : INFO : Epoch 1726 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 1315.93 ms
[2022-04-02 17:04:44 main:574] : INFO : Epoch 1727 | loss: 0.0311753 | val_loss: 0.031173 | Time: 1193.54 ms
[2022-04-02 17:04:46 main:574] : INFO : Epoch 1728 | loss: 0.03118 | val_loss: 0.031183 | Time: 1261.52 ms
[2022-04-02 17:04:47 main:574] : INFO : Epoch 1729 | loss: 0.0311814 | val_loss: 0.0311696 | Time: 1313.07 ms
[2022-04-02 17:04:48 main:574] : INFO : Epoch 1730 | loss: 0.0311793 | val_loss: 0.0311758 | Time: 1295.05 ms
[2022-04-02 17:04:49 main:574] : INFO : Epoch 1731 | loss: 0.0311746 | val_loss: 0.0311727 | Time: 1341.12 ms
[2022-04-02 17:04:51 main:574] : INFO : Epoch 1732 | loss: 0.0311723 | val_loss: 0.0311687 | Time: 1255.15 ms
[2022-04-02 17:04:52 main:574] : INFO : Epoch 1733 | loss: 0.0311722 | val_loss: 0.0311685 | Time: 1299.56 ms
[2022-04-02 17:04:53 main:574] : INFO : Epoch 1734 | loss: 0.031177 | val_loss: 0.0311697 | Time: 1224.61 ms
[2022-04-02 17:04:55 main:574] : INFO : Epoch 1735 | loss: 0.031173 | val_loss: 0.0311704 | Time: 1312.12 ms
[2022-04-02 17:04:56 main:574] : INFO : Epoch 1736 | loss: 0.0311733 | val_loss: 0.0311693 | Time: 1337.14 ms
[2022-04-02 17:04:57 main:574] : INFO : Epoch 1737 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 1286.01 ms
[2022-04-02 17:04:59 main:574] : INFO : Epoch 1738 | loss: 0.031174 | val_loss: 0.03117 | Time: 1335.66 ms
[2022-04-02 17:05:00 main:574] : INFO : Epoch 1739 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 1311.25 ms
[2022-04-02 17:05:01 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.031169 | Time: 1200.71 ms
[2022-04-02 17:05:02 main:574] : INFO : Epoch 1741 | loss: 0.0311735 | val_loss: 0.031179 | Time: 1293.68 ms
[2022-04-02 17:05:04 main:574] : INFO : Epoch 1742 | loss: 0.0311743 | val_loss: 0.0311715 | Time: 1276.97 ms
[2022-04-02 17:05:05 main:574] : INFO : Epoch 1743 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1273.04 ms
[2022-04-02 17:05:06 main:574] : INFO : Epoch 1744 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 1295.98 ms
[2022-04-02 17:05:08 main:574] : INFO : Epoch 1745 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 1356.83 ms
[2022-04-02 17:05:09 main:574] : INFO : Epoch 1746 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 1216.81 ms
[2022-04-02 17:05:10 main:574] : INFO : Epoch 1747 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 1263.91 ms
[2022-04-02 17:05:11 main:574] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.031169 | Time: 1289.31 ms
[2022-04-02 17:05:13 main:574] : INFO : Epoch 1749 | loss: 0.0311694 | val_loss: 0.0311713 | Time: 1286.53 ms
[2022-04-02 17:05:14 main:574] : INFO : Epoch 1750 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 1280.78 ms
[2022-04-02 17:05:15 main:574] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 1371.44 ms
[2022-04-02 17:05:17 main:574] : INFO : Epoch 1752 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1313.84 ms
[2022-04-02 17:05:18 main:574] : INFO : Epoch 1753 | loss: 0.0311721 | val_loss: 0.0311712 | Time: 1237.36 ms
[2022-04-02 17:05:19 main:574] : INFO : Epoch 1754 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 1373.75 ms
[2022-04-02 17:05:20 main:574] : INFO : Epoch 1755 | loss: 0.0311729 | val_loss: 0.0311716 | Time: 1227.4 ms
[2022-04-02 17:05:22 main:574] : INFO : Epoch 1756 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 1296.15 ms
[2022-04-02 17:05:23 main:574] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311705 | Time: 1262.58 ms
[2022-04-02 17:05:24 main:574] : INFO : Epoch 1758 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 1299.66 ms
[2022-04-02 17:05:26 main:574] : INFO : Epoch 1759 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 1362.62 ms
[2022-04-02 17:05:27 main:574] : INFO : Epoch 1760 | loss: 0.0311757 | val_loss: 0.0311739 | Time: 1253.14 ms
[2022-04-02 17:05:28 main:574] : INFO : Epoch 1761 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 1371.53 ms
[2022-04-02 17:05:30 main:574] : INFO : Epoch 1762 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 1291.91 ms
[2022-04-02 17:05:31 main:574] : INFO : Epoch 1763 | loss: 0.0311705 | val_loss: 0.0311686 | Time: 1285.24 ms
[2022-04-02 17:05:32 main:574] : INFO : Epoch 1764 | loss: 0.0311688 | val_loss: 0.0311679 | Time: 1375.21 ms
[2022-04-02 17:05:34 main:574] : INFO : Epoch 1765 | loss: 0.0311677 | val_loss: 0.0311713 | Time: 1247.81 ms
[2022-04-02 17:05:35 main:574] : INFO : Epoch 1766 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1429.29 ms
[2022-04-02 17:05:36 main:574] : INFO : Epoch 1767 | loss: 0.0311687 | val_loss: 0.0311694 | Time: 1264.53 ms
[2022-04-02 17:05:38 main:574] : INFO : Epoch 1768 | loss: 0.0311684 | val_loss: 0.0311691 | Time: 1263.12 ms
[2022-04-02 17:05:39 main:574] : INFO : Epoch 1769 | loss: 0.0311681 | val_loss: 0.0311834 | Time: 1249.35 ms
[2022-04-02 17:05:40 main:574] : INFO : Epoch 1770 | loss: 0.0311737 | val_loss: 0.031168 | Time: 1364.65 ms
[2022-04-02 17:05:42 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 1345.41 ms
[2022-04-02 17:05:43 main:574] : INFO : Epoch 1772 | loss: 0.031169 | val_loss: 0.0311674 | Time: 1331.62 ms
[2022-04-02 17:05:44 main:574] : INFO : Epoch 1773 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1291.18 ms
[2022-04-02 17:05:45 main:574] : INFO : Epoch 1774 | loss: 0.0311696 | val_loss: 0.0311905 | Time: 1242.29 ms
[2022-04-02 17:05:47 main:574] : INFO : Epoch 1775 | loss: 0.03117 | val_loss: 0.0311722 | Time: 1408.92 ms
[2022-04-02 17:05:48 main:574] : INFO : Epoch 1776 | loss: 0.0311678 | val_loss: 0.0311687 | Time: 1219.01 ms
[2022-04-02 17:05:49 main:574] : INFO : Epoch 1777 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 1270.24 ms
[2022-04-02 17:05:51 main:574] : INFO : Epoch 1778 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1234.29 ms
[2022-04-02 17:05:52 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1267.85 ms
[2022-04-02 17:05:53 main:574] : INFO : Epoch 1780 | loss: 0.0311675 | val_loss: 0.0311671 | Time: 1189.03 ms
[2022-04-02 17:05:54 main:574] : INFO : Epoch 1781 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 1198.59 ms
[2022-04-02 17:05:56 main:574] : INFO : Epoch 1782 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 1302.76 ms
[2022-04-02 17:05:57 main:574] : INFO : Epoch 1783 | loss: 0.0311695 | val_loss: 0.031169 | Time: 1335.9 ms
[2022-04-02 17:05:58 main:574] : INFO : Epoch 1784 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 1314.27 ms
[2022-04-02 17:05:59 main:574] : INFO : Epoch 1785 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 1287.11 ms
[2022-04-02 17:06:01 main:574] : INFO : Epoch 1786 | loss: 0.031168 | val_loss: 0.0311693 | Time: 1430.86 ms
[2022-04-02 17:06:02 main:574] : INFO : Epoch 1787 | loss: 0.0311664 | val_loss: 0.0311774 | Time: 1291.19 ms
[2022-04-02 17:06:03 main:574] : INFO : Epoch 1788 | loss: 0.0311695 | val_loss: 0.0311688 | Time: 1283.67 ms
[2022-04-02 17:06:05 main:574] : INFO : Epoch 1789 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1335.72 ms
[2022-04-02 17:06:06 main:574] : INFO : Epoch 1790 | loss: 0.0311672 | val_loss: 0.0311689 | Time: 1205.14 ms
[2022-04-02 17:06:07 main:574] : INFO : Epoch 1791 | loss: 0.0311692 | val_loss: 0.0311905 | Time: 1359.25 ms
[2022-04-02 17:06:09 main:574] : INFO : Epoch 1792 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 1399.72 ms
[2022-04-02 17:06:10 main:574] : INFO : Epoch 1793 | loss: 0.031167 | val_loss: 0.031167 | Time: 1361.84 ms
[2022-04-02 17:06:12 main:574] : INFO : Epoch 1794 | loss: 0.031165 | val_loss: 0.0311696 | Time: 1376.87 ms
[2022-04-02 17:06:13 main:574] : INFO : Epoch 1795 | loss: 0.0311682 | val_loss: 0.0311685 | Time: 1339.24 ms
[2022-04-02 17:06:14 main:574] : INFO : Epoch 1796 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 1348.3 ms
[2022-04-02 17:06:15 main:574] : INFO : Epoch 1797 | loss: 0.0311671 | val_loss: 0.0311678 | Time: 1264.22 ms
[2022-04-02 17:06:17 main:574] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311851 | Time: 1217.58 ms
[2022-04-02 17:06:18 main:574] : INFO : Epoch 1799 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1231.37 ms
[2022-04-02 17:06:19 main:574] : INFO : Epoch 1800 | loss: 0.0311758 | val_loss: 0.0311747 | Time: 1291.38 ms
[2022-04-02 17:06:20 main:574] : INFO : Epoch 1801 | loss: 0.0311738 | val_loss: 0.0311753 | Time: 1241.87 ms
[2022-04-02 17:06:22 main:574] : INFO : Epoch 1802 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 1361.46 ms
[2022-04-02 17:06:23 main:574] : INFO : Epoch 1803 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 1337.9 ms
[2022-04-02 17:06:25 main:574] : INFO : Epoch 1804 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 1290.94 ms
[2022-04-02 17:06:26 main:574] : INFO : Epoch 1805 | loss: 0.0311655 | val_loss: 0.0311675 | Time: 1339.04 ms
[2022-04-02 17:06:27 main:574] : INFO : Epoch 1806 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1445.1 ms
[2022-04-02 17:06:29 main:574] : INFO : Epoch 1807 | loss: 0.0311669 | val_loss: 0.0311676 | Time: 1314.61 ms
[2022-04-02 17:06:30 main:574] : INFO : Epoch 1808 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 1290.05 ms
[2022-04-02 17:06:31 main:574] : INFO : Epoch 1809 | loss: 0.0311671 | val_loss: 0.0311684 | Time: 1273.5 ms
[2022-04-02 17:06:33 main:574] : INFO : Epoch 1810 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1338.24 ms
[2022-04-02 17:06:34 main:574] : INFO : Epoch 1811 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 1232.78 ms
[2022-04-02 17:06:35 main:574] : INFO : Epoch 1812 | loss: 0.031169 | val_loss: 0.0311678 | Time: 1292.35 ms
[2022-04-02 17:06:36 main:574] : INFO : Epoch 1813 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 1286.68 ms
[2022-04-02 17:06:38 main:574] : INFO : Epoch 1814 | loss: 0.0311674 | val_loss: 0.0311679 | Time: 1354.02 ms
[2022-04-02 17:06:39 main:574] : INFO : Epoch 1815 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 1292.03 ms
[2022-04-02 17:06:40 main:574] : INFO : Epoch 1816 | loss: 0.0311706 | val_loss: 0.0311681 | Time: 1316.33 ms
[2022-04-02 17:06:42 main:574] : INFO : Epoch 1817 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1286.81 ms
[2022-04-02 17:06:43 main:574] : INFO : Epoch 1818 | loss: 0.0311706 | val_loss: 0.0311689 | Time: 1246.14 ms
[2022-04-02 17:06:44 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 1296.53 ms
[2022-04-02 17:06:46 main:574] : INFO : Epoch 1820 | loss: 0.031165 | val_loss: 0.0311674 | Time: 1346.33 ms
[2022-04-02 17:06:47 main:574] : INFO : Epoch 1821 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1364.06 ms
[2022-04-02 17:06:48 main:574] : INFO : Epoch 1822 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1301.5 ms
[2022-04-02 17:06:50 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311698 | Time: 1315.74 ms
[2022-04-02 17:06:51 main:574] : INFO : Epoch 1824 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 1313.69 ms
[2022-04-02 17:06:52 main:574] : INFO : Epoch 1825 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 1342.63 ms
[2022-04-02 17:06:53 main:574] : INFO : Epoch 1826 | loss: 0.0311682 | val_loss: 0.0311673 | Time: 1270.63 ms
[2022-04-02 17:06:55 main:574] : INFO : Epoch 1827 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 1334.76 ms
[2022-04-02 17:06:56 main:574] : INFO : Epoch 1828 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 1371.86 ms
[2022-04-02 17:06:57 main:574] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 1262.55 ms
[2022-04-02 17:06:59 main:574] : INFO : Epoch 1830 | loss: 0.0311642 | val_loss: 0.031169 | Time: 1282.52 ms
[2022-04-02 17:07:00 main:574] : INFO : Epoch 1831 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 1291.07 ms
[2022-04-02 17:07:01 main:574] : INFO : Epoch 1832 | loss: 0.0311632 | val_loss: 0.0311687 | Time: 1353.23 ms
[2022-04-02 17:07:03 main:574] : INFO : Epoch 1833 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1329.08 ms
[2022-04-02 17:07:04 main:574] : INFO : Epoch 1834 | loss: 0.031162 | val_loss: 0.031173 | Time: 1313.76 ms
[2022-04-02 17:07:05 main:574] : INFO : Epoch 1835 | loss: 0.0311683 | val_loss: 0.0311833 | Time: 1352.51 ms
[2022-04-02 17:07:07 main:574] : INFO : Epoch 1836 | loss: 0.0311711 | val_loss: 0.031186 | Time: 1277.99 ms
[2022-04-02 17:07:08 main:574] : INFO : Epoch 1837 | loss: 0.0311702 | val_loss: 0.0311683 | Time: 1347.72 ms
[2022-04-02 17:07:09 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311656 | Time: 1295.85 ms
[2022-04-02 17:07:11 main:574] : INFO : Epoch 1839 | loss: 0.0311645 | val_loss: 0.0311669 | Time: 1262.5 ms
[2022-04-02 17:07:12 main:574] : INFO : Epoch 1840 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 1403.21 ms
[2022-04-02 17:07:13 main:574] : INFO : Epoch 1841 | loss: 0.0311644 | val_loss: 0.0311702 | Time: 1359.43 ms
[2022-04-02 17:07:15 main:574] : INFO : Epoch 1842 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 1265.61 ms
[2022-04-02 17:07:16 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 1277.78 ms
[2022-04-02 17:07:17 main:574] : INFO : Epoch 1844 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 1289.34 ms
[2022-04-02 17:07:18 main:574] : INFO : Epoch 1845 | loss: 0.031164 | val_loss: 0.0311691 | Time: 1286.1 ms
[2022-04-02 17:07:20 main:574] : INFO : Epoch 1846 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 1372.03 ms
[2022-04-02 17:07:21 main:574] : INFO : Epoch 1847 | loss: 0.0311644 | val_loss: 0.0311732 | Time: 1389.14 ms
[2022-04-02 17:07:23 main:574] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1293.29 ms
[2022-04-02 17:07:24 main:574] : INFO : Epoch 1849 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 1271.49 ms
[2022-04-02 17:07:25 main:574] : INFO : Epoch 1850 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1332.6 ms
[2022-04-02 17:07:26 main:574] : INFO : Epoch 1851 | loss: 0.0311672 | val_loss: 0.0311717 | Time: 1277.7 ms
[2022-04-02 17:07:28 main:574] : INFO : Epoch 1852 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 1286.93 ms
[2022-04-02 17:07:29 main:574] : INFO : Epoch 1853 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 1271.4 ms
[2022-04-02 17:07:30 main:574] : INFO : Epoch 1854 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1301.42 ms
[2022-04-02 17:07:32 main:574] : INFO : Epoch 1855 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1317.85 ms
[2022-04-02 17:07:33 main:574] : INFO : Epoch 1856 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1270.91 ms
[2022-04-02 17:07:34 main:574] : INFO : Epoch 1857 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 1245.27 ms
[2022-04-02 17:07:35 main:574] : INFO : Epoch 1858 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 1286.01 ms
[2022-04-02 17:07:37 main:574] : INFO : Epoch 1859 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1282.47 ms
[2022-04-02 17:07:38 main:574] : INFO : Epoch 1860 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 1317.57 ms
[2022-04-02 17:07:39 main:574] : INFO : Epoch 1861 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1207.18 ms
[2022-04-02 17:07:41 main:574] : INFO : Epoch 1862 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 1315.41 ms
[2022-04-02 17:07:42 main:574] : INFO : Epoch 1863 | loss: 0.0311675 | val_loss: 0.0311821 | Time: 1342.55 ms
[2022-04-02 17:07:43 main:574] : INFO : Epoch 1864 | loss: 0.0311723 | val_loss: 0.0311712 | Time: 1195.67 ms
[2022-04-02 17:07:44 main:574] : INFO : Epoch 1865 | loss: 0.0311695 | val_loss: 0.0311685 | Time: 1255.91 ms
[2022-04-02 17:07:46 main:574] : INFO : Epoch 1866 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 1329.92 ms
[2022-04-02 17:07:47 main:574] : INFO : Epoch 1867 | loss: 0.0311704 | val_loss: 0.0311696 | Time: 1311.65 ms
[2022-04-02 17:07:48 main:574] : INFO : Epoch 1868 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 1320.2 ms
[2022-04-02 17:07:50 main:574] : INFO : Epoch 1869 | loss: 0.0311672 | val_loss: 0.0311675 | Time: 1343.52 ms
[2022-04-02 17:07:51 main:574] : INFO : Epoch 1870 | loss: 0.0311711 | val_loss: 0.0311677 | Time: 1324.12 ms
[2022-04-02 17:07:52 main:574] : INFO : Epoch 1871 | loss: 0.0311683 | val_loss: 0.0311681 | Time: 1310.16 ms
[2022-04-02 17:07:54 main:574] : INFO : Epoch 1872 | loss: 0.0311676 | val_loss: 0.0311673 | Time: 1295.19 ms
[2022-04-02 17:07:55 main:574] : INFO : Epoch 1873 | loss: 0.0311696 | val_loss: 0.0311713 | Time: 1433.43 ms
[2022-04-02 17:07:56 main:574] : INFO : Epoch 1874 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 1210.25 ms
[2022-04-02 17:07:58 main:574] : INFO : Epoch 1875 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 1268.37 ms
[2022-04-02 17:07:59 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.0311702 | Time: 1293.76 ms
[2022-04-02 17:08:00 main:574] : INFO : Epoch 1877 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1359.13 ms
[2022-04-02 17:08:02 main:574] : INFO : Epoch 1878 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1272.52 ms
[2022-04-02 17:08:03 main:574] : INFO : Epoch 1879 | loss: 0.0311658 | val_loss: 0.031168 | Time: 1392.6 ms
[2022-04-02 17:08:04 main:574] : INFO : Epoch 1880 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 1273.45 ms
[2022-04-02 17:08:06 main:574] : INFO : Epoch 1881 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 1364.96 ms
[2022-04-02 17:08:07 main:574] : INFO : Epoch 1882 | loss: 0.031169 | val_loss: 0.0311715 | Time: 1342.82 ms
[2022-04-02 17:08:08 main:574] : INFO : Epoch 1883 | loss: 0.0311705 | val_loss: 0.03117 | Time: 1396.94 ms
[2022-04-02 17:08:10 main:574] : INFO : Epoch 1884 | loss: 0.0311692 | val_loss: 0.0311699 | Time: 1302.52 ms
[2022-04-02 17:08:11 main:574] : INFO : Epoch 1885 | loss: 0.031169 | val_loss: 0.031172 | Time: 1268.57 ms
[2022-04-02 17:08:12 main:574] : INFO : Epoch 1886 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1194.08 ms
[2022-04-02 17:08:13 main:574] : INFO : Epoch 1887 | loss: 0.0311721 | val_loss: 0.031183 | Time: 1366.69 ms
[2022-04-02 17:08:15 main:574] : INFO : Epoch 1888 | loss: 0.0311742 | val_loss: 0.0311689 | Time: 1387.25 ms
[2022-04-02 17:08:16 main:574] : INFO : Epoch 1889 | loss: 0.0311734 | val_loss: 0.0311687 | Time: 1411.56 ms
[2022-04-02 17:08:18 main:574] : INFO : Epoch 1890 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 1393.97 ms
[2022-04-02 17:08:19 main:574] : INFO : Epoch 1891 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 1392.71 ms
[2022-04-02 17:08:20 main:574] : INFO : Epoch 1892 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 1249.94 ms
[2022-04-02 17:08:22 main:574] : INFO : Epoch 1893 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1299.9 ms
[2022-04-02 17:08:23 main:574] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.0311702 | Time: 1358.92 ms
[2022-04-02 17:08:24 main:574] : INFO : Epoch 1895 | loss: 0.0311657 | val_loss: 0.031171 | Time: 1299.56 ms
[2022-04-02 17:08:26 main:574] : INFO : Epoch 1896 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 1365.1 ms
[2022-04-02 17:08:27 main:574] : INFO : Epoch 1897 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 1326.54 ms
[2022-04-02 17:08:28 main:574] : INFO : Epoch 1898 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 1334.44 ms
[2022-04-02 17:08:30 main:574] : INFO : Epoch 1899 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1309.93 ms
[2022-04-02 17:08:31 main:574] : INFO : Epoch 1900 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 1329.86 ms
[2022-04-02 17:08:32 main:574] : INFO : Epoch 1901 | loss: 0.0311672 | val_loss: 0.0311719 | Time: 1343.22 ms
[2022-04-02 17:08:34 main:574] : INFO : Epoch 1902 | loss: 0.0311682 | val_loss: 0.0311684 | Time: 1352.26 ms
[2022-04-02 17:08:35 main:574] : INFO : Epoch 1903 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1321.89 ms
[2022-04-02 17:08:36 main:574] : INFO : Epoch 1904 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 1351.71 ms
[2022-04-02 17:08:38 main:574] : INFO : Epoch 1905 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 1463.03 ms
[2022-04-02 17:08:39 main:574] : INFO : Epoch 1906 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1318.39 ms
[2022-04-02 17:08:41 main:574] : INFO : Epoch 1907 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1429.72 ms
[2022-04-02 17:08:42 main:574] : INFO : Epoch 1908 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1221.86 ms
[2022-04-02 17:08:43 main:574] : INFO : Epoch 1909 | loss: 0.0311674 | val_loss: 0.031172 | Time: 1323.65 ms
[2022-04-02 17:08:44 main:574] : INFO : Epoch 1910 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 1364.45 ms
[2022-04-02 17:08:46 main:574] : INFO : Epoch 1911 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 1352.38 ms
[2022-04-02 17:08:47 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 1344.23 ms
[2022-04-02 17:08:49 main:574] : INFO : Epoch 1913 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 1352.19 ms
[2022-04-02 17:08:50 main:574] : INFO : Epoch 1914 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 1245.21 ms
[2022-04-02 17:08:51 main:574] : INFO : Epoch 1915 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1182.07 ms
[2022-04-02 17:08:52 main:574] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1408.48 ms
[2022-04-02 17:08:54 main:574] : INFO : Epoch 1917 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 1311.04 ms
[2022-04-02 17:08:55 main:574] : INFO : Epoch 1918 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1263.17 ms
[2022-04-02 17:08:56 main:574] : INFO : Epoch 1919 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1383.47 ms
[2022-04-02 17:08:58 main:574] : INFO : Epoch 1920 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 1356.33 ms
[2022-04-02 17:08:59 main:574] : INFO : Epoch 1921 | loss: 0.0311637 | val_loss: 0.031175 | Time: 1389.11 ms
[2022-04-02 17:09:00 main:574] : INFO : Epoch 1922 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 1313.96 ms
[2022-04-02 17:09:02 main:574] : INFO : Epoch 1923 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1381.92 ms
[2022-04-02 17:09:03 main:574] : INFO : Epoch 1924 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 1208.55 ms
[2022-04-02 17:09:04 main:574] : INFO : Epoch 1925 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 1309.33 ms
[2022-04-02 17:09:06 main:574] : INFO : Epoch 1926 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1361.15 ms
[2022-04-02 17:09:07 main:574] : INFO : Epoch 1927 | loss: 0.031165 | val_loss: 0.0311771 | Time: 1211.55 ms
[2022-04-02 17:09:08 main:574] : INFO : Epoch 1928 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 1258.97 ms
[2022-04-02 17:09:10 main:574] : INFO : Epoch 1929 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1351.72 ms
[2022-04-02 17:09:11 main:574] : INFO : Epoch 1930 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 1371.58 ms
[2022-04-02 17:09:12 main:574] : INFO : Epoch 1931 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 1373.08 ms
[2022-04-02 17:09:14 main:574] : INFO : Epoch 1932 | loss: 0.0311674 | val_loss: 0.03117 | Time: 1286.24 ms
[2022-04-02 17:09:15 main:574] : INFO : Epoch 1933 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1350.24 ms
[2022-04-02 17:09:16 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.031171 | Time: 1364.85 ms
[2022-04-02 17:09:18 main:574] : INFO : Epoch 1935 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1230.4 ms
[2022-04-02 17:09:19 main:574] : INFO : Epoch 1936 | loss: 0.031165 | val_loss: 0.031174 | Time: 1259.4 ms
[2022-04-02 17:09:20 main:574] : INFO : Epoch 1937 | loss: 0.0311658 | val_loss: 0.031169 | Time: 1282.09 ms
[2022-04-02 17:09:21 main:574] : INFO : Epoch 1938 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1284.15 ms
[2022-04-02 17:09:23 main:574] : INFO : Epoch 1939 | loss: 0.0311637 | val_loss: 0.0311687 | Time: 1279.64 ms
[2022-04-02 17:09:24 main:574] : INFO : Epoch 1940 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1257.87 ms
[2022-04-02 17:09:25 main:574] : INFO : Epoch 1941 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1278.56 ms
[2022-04-02 17:09:26 main:574] : INFO : Epoch 1942 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 1278.08 ms
[2022-04-02 17:09:28 main:574] : INFO : Epoch 1943 | loss: 0.0311648 | val_loss: 0.031169 | Time: 1317.54 ms
[2022-04-02 17:09:29 main:574] : INFO : Epoch 1944 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 1344.85 ms
[2022-04-02 17:09:30 main:574] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311659 | Time: 1268.14 ms
[2022-04-02 17:09:32 main:574] : INFO : Epoch 1946 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 1341.46 ms
[2022-04-02 17:09:33 main:574] : INFO : Epoch 1947 | loss: 0.0311649 | val_loss: 0.0311661 | Time: 1153.76 ms
[2022-04-02 17:09:34 main:574] : INFO : Epoch 1948 | loss: 0.0311656 | val_loss: 0.0311699 | Time: 1457.83 ms
[2022-04-02 17:09:36 main:574] : INFO : Epoch 1949 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 1361.16 ms
[2022-04-02 17:09:37 main:574] : INFO : Epoch 1950 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 1283.5 ms
[2022-04-02 17:09:38 main:574] : INFO : Epoch 1951 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 1346.93 ms
[2022-04-02 17:09:40 main:574] : INFO : Epoch 1952 | loss: 0.0311631 | val_loss: 0.0311678 | Time: 1345.46 ms
[2022-04-02 17:09:41 main:574] : INFO : Epoch 1953 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1387.26 ms
[2022-04-02 17:09:43 main:574] : INFO : Epoch 1954 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1386.94 ms
[2022-04-02 17:09:44 main:574] : INFO : Epoch 1955 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 1325.3 ms
[2022-04-02 17:09:45 main:574] : INFO : Epoch 1956 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 1434.87 ms
[2022-04-02 17:09:47 main:574] : INFO : Epoch 1957 | loss: 0.0311662 | val_loss: 0.0311685 | Time: 1358.87 ms
[2022-04-02 17:09:48 main:574] : INFO : Epoch 1958 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 1287.77 ms
[2022-04-02 17:09:49 main:574] : INFO : Epoch 1959 | loss: 0.0311696 | val_loss: 0.0311695 | Time: 1250.48 ms
[2022-04-02 17:09:50 main:574] : INFO : Epoch 1960 | loss: 0.0311666 | val_loss: 0.0311686 | Time: 1259.89 ms
[2022-04-02 17:09:52 main:574] : INFO : Epoch 1961 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 1208.64 ms
[2022-04-02 17:09:53 main:574] : INFO : Epoch 1962 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 1210.39 ms
[2022-04-02 17:09:54 main:574] : INFO : Epoch 1963 | loss: 0.0311653 | val_loss: 0.0311674 | Time: 1318.09 ms
[2022-04-02 17:09:56 main:574] : INFO : Epoch 1964 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 1337.35 ms
[2022-04-02 17:09:57 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 1344.08 ms
[2022-04-02 17:09:58 main:574] : INFO : Epoch 1966 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1272.55 ms
[2022-04-02 17:09:59 main:574] : INFO : Epoch 1967 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1271.49 ms
[2022-04-02 17:10:01 main:574] : INFO : Epoch 1968 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1318.49 ms
[2022-04-02 17:10:02 main:574] : INFO : Epoch 1969 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1346.26 ms
[2022-04-02 17:10:03 main:574] : INFO : Epoch 1970 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 1264.2 ms
[2022-04-02 17:10:05 main:574] : INFO : Epoch 1971 | loss: 0.0311716 | val_loss: 0.031186 | Time: 1314.55 ms
[2022-04-02 17:10:06 main:574] : INFO : Epoch 1972 | loss: 0.0311771 | val_loss: 0.0311726 | Time: 1423.56 ms
[2022-04-02 17:10:07 main:574] : INFO : Epoch 1973 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 1244.42 ms
[2022-04-02 17:10:09 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1272.97 ms
[2022-04-02 17:10:10 main:574] : INFO : Epoch 1975 | loss: 0.0311729 | val_loss: 0.031176 | Time: 1369.78 ms
[2022-04-02 17:10:11 main:574] : INFO : Epoch 1976 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 1286.61 ms
[2022-04-02 17:10:13 main:574] : INFO : Epoch 1977 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 1246.55 ms
[2022-04-02 17:10:14 main:574] : INFO : Epoch 1978 | loss: 0.0311726 | val_loss: 0.0311701 | Time: 1262.61 ms
[2022-04-02 17:10:15 main:574] : INFO : Epoch 1979 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 1356.51 ms
[2022-04-02 17:10:16 main:574] : INFO : Epoch 1980 | loss: 0.031168 | val_loss: 0.0311706 | Time: 1256.5 ms
[2022-04-02 17:10:18 main:574] : INFO : Epoch 1981 | loss: 0.0311684 | val_loss: 0.03117 | Time: 1215.96 ms
[2022-04-02 17:10:19 main:574] : INFO : Epoch 1982 | loss: 0.0311688 | val_loss: 0.0311697 | Time: 1326.18 ms
[2022-04-02 17:10:20 main:574] : INFO : Epoch 1983 | loss: 0.0311687 | val_loss: 0.0311694 | Time: 1349.86 ms
[2022-04-02 17:10:22 main:574] : INFO : Epoch 1984 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 1311.41 ms
[2022-04-02 17:10:23 main:574] : INFO : Epoch 1985 | loss: 0.0311715 | val_loss: 0.031169 | Time: 1282.69 ms
[2022-04-02 17:10:24 main:574] : INFO : Epoch 1986 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 1322.71 ms
[2022-04-02 17:10:26 main:574] : INFO : Epoch 1987 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1285.26 ms
[2022-04-02 17:10:27 main:574] : INFO : Epoch 1988 | loss: 0.0311726 | val_loss: 0.0311709 | Time: 1207.79 ms
[2022-04-02 17:10:28 main:574] : INFO : Epoch 1989 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 1313.07 ms
[2022-04-02 17:10:29 main:574] : INFO : Epoch 1990 | loss: 0.0311709 | val_loss: 0.031171 | Time: 1309.63 ms
[2022-04-02 17:10:31 main:574] : INFO : Epoch 1991 | loss: 0.0311674 | val_loss: 0.031172 | Time: 1308.46 ms
[2022-04-02 17:10:32 main:574] : INFO : Epoch 1992 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 1296.46 ms
[2022-04-02 17:10:33 main:574] : INFO : Epoch 1993 | loss: 0.03117 | val_loss: 0.0311697 | Time: 1296.68 ms
[2022-04-02 17:10:35 main:574] : INFO : Epoch 1994 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 1310.04 ms
[2022-04-02 17:10:36 main:574] : INFO : Epoch 1995 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 1250.88 ms
[2022-04-02 17:10:37 main:574] : INFO : Epoch 1996 | loss: 0.0311707 | val_loss: 0.0311718 | Time: 1232.59 ms
[2022-04-02 17:10:38 main:574] : INFO : Epoch 1997 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 1248.91 ms
[2022-04-02 17:10:40 main:574] : INFO : Epoch 1998 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 1301.73 ms
[2022-04-02 17:10:41 main:574] : INFO : Epoch 1999 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 1293.24 ms
[2022-04-02 17:10:42 main:574] : INFO : Epoch 2000 | loss: 0.0311734 | val_loss: 0.0311713 | Time: 1376.45 ms
[2022-04-02 17:10:44 main:574] : INFO : Epoch 2001 | loss: 0.0311725 | val_loss: 0.0311742 | Time: 1298.75 ms
[2022-04-02 17:10:45 main:574] : INFO : Epoch 2002 | loss: 0.031172 | val_loss: 0.0311791 | Time: 1310.29 ms
[2022-04-02 17:10:46 main:574] : INFO : Epoch 2003 | loss: 0.0311725 | val_loss: 0.0311714 | Time: 1290.62 ms
[2022-04-02 17:10:48 main:574] : INFO : Epoch 2004 | loss: 0.031172 | val_loss: 0.0311689 | Time: 1258.68 ms
[2022-04-02 17:10:49 main:574] : INFO : Epoch 2005 | loss: 0.031171 | val_loss: 0.0311732 | Time: 1314.34 ms
[2022-04-02 17:10:50 main:574] : INFO : Epoch 2006 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 1250.47 ms
[2022-04-02 17:10:51 main:574] : INFO : Epoch 2007 | loss: 0.0311709 | val_loss: 0.0311714 | Time: 1273.1 ms
[2022-04-02 17:10:53 main:574] : INFO : Epoch 2008 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 1271.36 ms
[2022-04-02 17:10:54 main:574] : INFO : Epoch 2009 | loss: 0.0311702 | val_loss: 0.0311701 | Time: 1307.79 ms
[2022-04-02 17:10:55 main:574] : INFO : Epoch 2010 | loss: 0.0311688 | val_loss: 0.031171 | Time: 1265.35 ms
[2022-04-02 17:10:57 main:574] : INFO : Epoch 2011 | loss: 0.0311693 | val_loss: 0.03117 | Time: 1239.05 ms
[2022-04-02 17:10:58 main:574] : INFO : Epoch 2012 | loss: 0.0311666 | val_loss: 0.031168 | Time: 1175.16 ms
[2022-04-02 17:10:59 main:574] : INFO : Epoch 2013 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 1310.61 ms
[2022-04-02 17:11:00 main:574] : INFO : Epoch 2014 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 1409.45 ms
[2022-04-02 17:11:02 main:574] : INFO : Epoch 2015 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 1289.94 ms
[2022-04-02 17:11:03 main:574] : INFO : Epoch 2016 | loss: 0.0311689 | val_loss: 0.031171 | Time: 1240.88 ms
[2022-04-02 17:11:04 main:574] : INFO : Epoch 2017 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 1248.72 ms
[2022-04-02 17:11:05 main:574] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.0311708 | Time: 1231.33 ms
[2022-04-02 17:11:07 main:574] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1241.05 ms
[2022-04-02 17:11:08 main:574] : INFO : Epoch 2020 | loss: 0.0311701 | val_loss: 0.0311854 | Time: 1301.82 ms
[2022-04-02 17:11:09 main:574] : INFO : Epoch 2021 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 1299.51 ms
[2022-04-02 17:11:11 main:574] : INFO : Epoch 2022 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 1307.64 ms
[2022-04-02 17:11:12 main:574] : INFO : Epoch 2023 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 1239.33 ms
[2022-04-02 17:11:13 main:574] : INFO : Epoch 2024 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 1249.2 ms
[2022-04-02 17:11:14 main:574] : INFO : Epoch 2025 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1330.5 ms
[2022-04-02 17:11:16 main:574] : INFO : Epoch 2026 | loss: 0.031167 | val_loss: 0.0311819 | Time: 1256.46 ms
[2022-04-02 17:11:17 main:574] : INFO : Epoch 2027 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 1292.28 ms
[2022-04-02 17:11:18 main:574] : INFO : Epoch 2028 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1331.29 ms
[2022-04-02 17:11:20 main:574] : INFO : Epoch 2029 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1271.95 ms
[2022-04-02 17:11:21 main:574] : INFO : Epoch 2030 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1303.89 ms
[2022-04-02 17:11:22 main:574] : INFO : Epoch 2031 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 1318.11 ms
[2022-04-02 17:11:24 main:574] : INFO : Epoch 2032 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1344.8 ms
[2022-04-02 17:11:25 main:574] : INFO : Epoch 2033 | loss: 0.0311637 | val_loss: 0.031171 | Time: 1294.63 ms
[2022-04-02 17:11:26 main:574] : INFO : Epoch 2034 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 1326.74 ms
[2022-04-02 17:11:28 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1379.02 ms
[2022-04-02 17:11:29 main:574] : INFO : Epoch 2036 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1240.13 ms
[2022-04-02 17:11:30 main:574] : INFO : Epoch 2037 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1246.77 ms
[2022-04-02 17:11:31 main:574] : INFO : Epoch 2038 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 1306.19 ms
[2022-04-02 17:11:33 main:574] : INFO : Epoch 2039 | loss: 0.031165 | val_loss: 0.0311715 | Time: 1239.67 ms
[2022-04-02 17:11:34 main:574] : INFO : Epoch 2040 | loss: 0.0311626 | val_loss: 0.0311716 | Time: 1309.37 ms
[2022-04-02 17:11:35 main:574] : INFO : Epoch 2041 | loss: 0.0311635 | val_loss: 0.031171 | Time: 1358.4 ms
[2022-04-02 17:11:37 main:574] : INFO : Epoch 2042 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 1330.65 ms
[2022-04-02 17:11:38 main:574] : INFO : Epoch 2043 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 1309.54 ms
[2022-04-02 17:11:39 main:574] : INFO : Epoch 2044 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 1226.37 ms
[2022-04-02 17:11:41 main:574] : INFO : Epoch 2045 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1333.12 ms
[2022-04-02 17:11:42 main:574] : INFO : Epoch 2046 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 1398.44 ms
[2022-04-02 17:11:43 main:574] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 1266.57 ms
[2022-04-02 17:11:45 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1359.45 ms
[2022-04-02 17:11:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03117
[2022-04-02 17:11:45 main:603] : INFO : Saving end state to config to file
[2022-04-02 17:11:45 main:608] : INFO : Success, exiting..
17:11:45 (164164): 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)