Task 14551403
| Name | ParityModified-1647043337-15445-3-0_0 |
| Workunit | 11575814 |
| Created | 8 Apr 2022, 19:23:41 UTC |
| Sent | 10 Apr 2022, 17:12:25 UTC |
| Report deadline | 18 Apr 2022, 17:12:25 UTC |
| Received | 11 Apr 2022, 3:24:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 15 sec |
| CPU time | 42 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031186 | val_loss: 0.0311843 | Time: 1487.91 ms
[2022-04-11 04:08:00 main:574] : INFO : Epoch 1543 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 1393.08 ms
[2022-04-11 04:08:01 main:574] : INFO : Epoch 1544 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 1452.24 ms
[2022-04-11 04:08:03 main:574] : INFO : Epoch 1545 | loss: 0.0311854 | val_loss: 0.031185 | Time: 1523.86 ms
[2022-04-11 04:08:04 main:574] : INFO : Epoch 1546 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 1377.11 ms
[2022-04-11 04:08:06 main:574] : INFO : Epoch 1547 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1355.82 ms
[2022-04-11 04:08:07 main:574] : INFO : Epoch 1548 | loss: 0.0311852 | val_loss: 0.031187 | Time: 1393.03 ms
[2022-04-11 04:08:09 main:574] : INFO : Epoch 1549 | loss: 0.0311875 | val_loss: 0.0311883 | Time: 1506.97 ms
[2022-04-11 04:08:10 main:574] : INFO : Epoch 1550 | loss: 0.0311865 | val_loss: 0.0311869 | Time: 1413.04 ms
[2022-04-11 04:08:11 main:574] : INFO : Epoch 1551 | loss: 0.0311871 | val_loss: 0.0311858 | Time: 1375.4 ms
[2022-04-11 04:08:13 main:574] : INFO : Epoch 1552 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 1343.51 ms
[2022-04-11 04:08:14 main:574] : INFO : Epoch 1553 | loss: 0.0311892 | val_loss: 0.0311925 | Time: 1379.18 ms
[2022-04-11 04:08:16 main:574] : INFO : Epoch 1554 | loss: 0.031186 | val_loss: 0.0311852 | Time: 1517.01 ms
[2022-04-11 04:08:17 main:574] : INFO : Epoch 1555 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1503.34 ms
[2022-04-11 04:08:19 main:574] : INFO : Epoch 1556 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 1529.61 ms
[2022-04-11 04:08:20 main:574] : INFO : Epoch 1557 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 1438.97 ms
[2022-04-11 04:08:22 main:574] : INFO : Epoch 1558 | loss: 0.0311848 | val_loss: 0.0311851 | Time: 1509.26 ms
[2022-04-11 04:08:23 main:574] : INFO : Epoch 1559 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 1518.75 ms
[2022-04-11 04:08:25 main:574] : INFO : Epoch 1560 | loss: 0.031188 | val_loss: 0.0311861 | Time: 1520.4 ms
[2022-04-11 04:08:26 main:574] : INFO : Epoch 1561 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 1506.41 ms
[2022-04-11 04:08:28 main:574] : INFO : Epoch 1562 | loss: 0.0311867 | val_loss: 0.0311865 | Time: 1484.8 ms
[2022-04-11 04:08:29 main:574] : INFO : Epoch 1563 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 1402.12 ms
[2022-04-11 04:08:30 main:574] : INFO : Epoch 1564 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 1337.24 ms
[2022-04-11 04:08:32 main:574] : INFO : Epoch 1565 | loss: 0.031189 | val_loss: 0.0311871 | Time: 1487.6 ms
[2022-04-11 04:08:33 main:574] : INFO : Epoch 1566 | loss: 0.0311879 | val_loss: 0.0311856 | Time: 1333.08 ms
[2022-04-11 04:08:35 main:574] : INFO : Epoch 1567 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1487.17 ms
[2022-04-11 04:08:36 main:574] : INFO : Epoch 1568 | loss: 0.031188 | val_loss: 0.0311904 | Time: 1503.4 ms
[2022-04-11 04:08:38 main:574] : INFO : Epoch 1569 | loss: 0.031192 | val_loss: 0.0311931 | Time: 1484.6 ms
[2022-04-11 04:08:39 main:574] : INFO : Epoch 1570 | loss: 0.0311894 | val_loss: 0.0311943 | Time: 1332.02 ms
[2022-04-11 04:08:41 main:574] : INFO : Epoch 1571 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 1405.89 ms
[2022-04-11 04:08:42 main:574] : INFO : Epoch 1572 | loss: 0.0311912 | val_loss: 0.0311915 | Time: 1350.98 ms
[2022-04-11 04:08:43 main:574] : INFO : Epoch 1573 | loss: 0.0311886 | val_loss: 0.03119 | Time: 1473.88 ms
[2022-04-11 04:08:45 main:574] : INFO : Epoch 1574 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 1444.2 ms
[2022-04-11 04:08:46 main:574] : INFO : Epoch 1575 | loss: 0.0311882 | val_loss: 0.0311959 | Time: 1340.22 ms
[2022-04-11 04:08:48 main:574] : INFO : Epoch 1576 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 1491.6 ms
[2022-04-11 04:08:49 main:574] : INFO : Epoch 1577 | loss: 0.0311908 | val_loss: 0.0311998 | Time: 1453.24 ms
[2022-04-11 04:08:51 main:574] : INFO : Epoch 1578 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 1342.24 ms
[2022-04-11 04:08:52 main:574] : INFO : Epoch 1579 | loss: 0.031188 | val_loss: 0.0311903 | Time: 1492.34 ms
[2022-04-11 04:08:53 main:574] : INFO : Epoch 1580 | loss: 0.031189 | val_loss: 0.0311902 | Time: 1443.64 ms
[2022-04-11 04:08:55 main:574] : INFO : Epoch 1581 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1409.01 ms
[2022-04-11 04:08:56 main:574] : INFO : Epoch 1582 | loss: 0.0311906 | val_loss: 0.0311869 | Time: 1349.56 ms
[2022-04-11 04:08:58 main:574] : INFO : Epoch 1583 | loss: 0.031187 | val_loss: 0.0311867 | Time: 1551.56 ms
[2022-04-11 04:08:59 main:574] : INFO : Epoch 1584 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 1533.97 ms
[2022-04-11 04:09:01 main:574] : INFO : Epoch 1585 | loss: 0.0311891 | val_loss: 0.0311957 | Time: 1509.83 ms
[2022-04-11 04:09:02 main:574] : INFO : Epoch 1586 | loss: 0.0311909 | val_loss: 0.0311893 | Time: 1471.12 ms
[2022-04-11 04:09:04 main:574] : INFO : Epoch 1587 | loss: 0.0311909 | val_loss: 0.0311972 | Time: 1386.98 ms
[2022-04-11 04:09:05 main:574] : INFO : Epoch 1588 | loss: 0.0311924 | val_loss: 0.0311868 | Time: 1538.54 ms
[2022-04-11 04:09:07 main:574] : INFO : Epoch 1589 | loss: 0.0311899 | val_loss: 0.031188 | Time: 1533.18 ms
[2022-04-11 04:09:08 main:574] : INFO : Epoch 1590 | loss: 0.0311877 | val_loss: 0.0311962 | Time: 1508.74 ms
[2022-04-11 04:09:10 main:574] : INFO : Epoch 1591 | loss: 0.031187 | val_loss: 0.031186 | Time: 1455.71 ms
[2022-04-11 04:09:11 main:574] : INFO : Epoch 1592 | loss: 0.0311882 | val_loss: 0.0312066 | Time: 1377.93 ms
[2022-04-11 04:09:13 main:574] : INFO : Epoch 1593 | loss: 0.0311914 | val_loss: 0.0311897 | Time: 1472.64 ms
[2022-04-11 04:09:14 main:574] : INFO : Epoch 1594 | loss: 0.0311884 | val_loss: 0.0311922 | Time: 1421.86 ms
[2022-04-11 04:09:15 main:574] : INFO : Epoch 1595 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 1377.71 ms
[2022-04-11 04:09:17 main:574] : INFO : Epoch 1596 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 1492.98 ms
[2022-04-11 04:09:18 main:574] : INFO : Epoch 1597 | loss: 0.0311893 | val_loss: 0.0311861 | Time: 1494.85 ms
[2022-04-11 04:09:20 main:574] : INFO : Epoch 1598 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 1475.41 ms
[2022-04-11 04:09:21 main:574] : INFO : Epoch 1599 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 1366.42 ms
[2022-04-11 04:09:23 main:574] : INFO : Epoch 1600 | loss: 0.0311905 | val_loss: 0.0312032 | Time: 1476.64 ms
[2022-04-11 04:09:24 main:574] : INFO : Epoch 1601 | loss: 0.031191 | val_loss: 0.0311874 | Time: 1378.61 ms
[2022-04-11 04:09:26 main:574] : INFO : Epoch 1602 | loss: 0.0311877 | val_loss: 0.0311872 | Time: 1420.32 ms
[2022-04-11 04:09:27 main:574] : INFO : Epoch 1603 | loss: 0.0311857 | val_loss: 0.0311838 | Time: 1510.88 ms
[2022-04-11 04:09:29 main:574] : INFO : Epoch 1604 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 1484.69 ms
[2022-04-11 04:09:30 main:574] : INFO : Epoch 1605 | loss: 0.0311872 | val_loss: 0.0311851 | Time: 1407.02 ms
[2022-04-11 04:09:32 main:574] : INFO : Epoch 1606 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 1463.46 ms
[2022-04-11 04:09:33 main:574] : INFO : Epoch 1607 | loss: 0.0311874 | val_loss: 0.031191 | Time: 1334.32 ms
[2022-04-11 04:09:34 main:574] : INFO : Epoch 1608 | loss: 0.0311897 | val_loss: 0.0311868 | Time: 1478.93 ms
[2022-04-11 04:09:36 main:574] : INFO : Epoch 1609 | loss: 0.0311902 | val_loss: 0.0311859 | Time: 1448.76 ms
[2022-04-11 04:09:37 main:574] : INFO : Epoch 1610 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 1364.34 ms
[2022-04-11 04:09:39 main:574] : INFO : Epoch 1611 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 1476.74 ms
[2022-04-11 04:09:40 main:574] : INFO : Epoch 1612 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 1487.61 ms
[2022-04-11 04:09:42 main:574] : INFO : Epoch 1613 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 1485.35 ms
[2022-04-11 04:09:43 main:574] : INFO : Epoch 1614 | loss: 0.031187 | val_loss: 0.0311913 | Time: 1493.32 ms
[2022-04-11 04:09:45 main:574] : INFO : Epoch 1615 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 1403.64 ms
[2022-04-11 04:09:46 main:574] : INFO : Epoch 1616 | loss: 0.0311899 | val_loss: 0.0311875 | Time: 1430.64 ms
[2022-04-11 04:09:48 main:574] : INFO : Epoch 1617 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 1482.37 ms
[2022-04-11 04:09:49 main:574] : INFO : Epoch 1618 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 1490.69 ms
[2022-04-11 04:09:51 main:574] : INFO : Epoch 1619 | loss: 0.031194 | val_loss: 0.0311912 | Time: 1365.8 ms
[2022-04-11 04:09:52 main:574] : INFO : Epoch 1620 | loss: 0.0311944 | val_loss: 0.0311887 | Time: 1404.95 ms
[2022-04-11 04:09:53 main:574] : INFO : Epoch 1621 | loss: 0.0311924 | val_loss: 0.0311955 | Time: 1494.23 ms
[2022-04-11 04:09:55 main:574] : INFO : Epoch 1622 | loss: 0.0311916 | val_loss: 0.0311881 | Time: 1484.09 ms
[2022-04-11 04:09:56 main:574] : INFO : Epoch 1623 | loss: 0.0311891 | val_loss: 0.0311868 | Time: 1391.85 ms
[2022-04-11 04:09:58 main:574] : INFO : Epoch 1624 | loss: 0.0311894 | val_loss: 0.0311859 | Time: 1352.12 ms
[2022-04-11 04:09:59 main:574] : INFO : Epoch 1625 | loss: 0.03119 | val_loss: 0.0311874 | Time: 1418.59 ms
[2022-04-11 04:10:01 main:574] : INFO : Epoch 1626 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 1503.46 ms
[2022-04-11 04:10:02 main:574] : INFO : Epoch 1627 | loss: 0.0311888 | val_loss: 0.0311865 | Time: 1468.22 ms
[2022-04-11 04:10:04 main:574] : INFO : Epoch 1628 | loss: 0.0311892 | val_loss: 0.0311872 | Time: 1375.13 ms
[2022-04-11 04:10:05 main:574] : INFO : Epoch 1629 | loss: 0.0311931 | val_loss: 0.031187 | Time: 1344.24 ms
[2022-04-11 04:10:06 main:574] : INFO : Epoch 1630 | loss: 0.0311909 | val_loss: 0.0311861 | Time: 1339.23 ms
[2022-04-11 04:10:08 main:574] : INFO : Epoch 1631 | loss: 0.0311892 | val_loss: 0.0311867 | Time: 1413.12 ms
[2022-04-11 04:10:09 main:574] : INFO : Epoch 1632 | loss: 0.0311882 | val_loss: 0.0311852 | Time: 1497.12 ms
[2022-04-11 04:10:11 main:574] : INFO : Epoch 1633 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1511.1 ms
[2022-04-11 04:10:12 main:574] : INFO : Epoch 1634 | loss: 0.0311897 | val_loss: 0.03119 | Time: 1545.11 ms
[2022-04-11 04:10:14 main:574] : INFO : Epoch 1635 | loss: 0.0311902 | val_loss: 0.0311852 | Time: 1394.98 ms
[2022-04-11 04:10:15 main:574] : INFO : Epoch 1636 | loss: 0.0311881 | val_loss: 0.0311896 | Time: 1347.44 ms
[2022-04-11 04:10:17 main:574] : INFO : Epoch 1637 | loss: 0.0311928 | val_loss: 0.031195 | Time: 1508.42 ms
[2022-04-11 04:10:18 main:574] : INFO : Epoch 1638 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 1419.3 ms
[2022-04-11 04:10:20 main:574] : INFO : Epoch 1639 | loss: 0.0311988 | val_loss: 0.0311916 | Time: 1448.43 ms
[2022-04-11 04:10:21 main:574] : INFO : Epoch 1640 | loss: 0.031198 | val_loss: 0.031191 | Time: 1443.76 ms
[2022-04-11 04:10:22 main:574] : INFO : Epoch 1641 | loss: 0.0311938 | val_loss: 0.0311905 | Time: 1483.73 ms
[2022-04-11 04:10:24 main:574] : INFO : Epoch 1642 | loss: 0.0311916 | val_loss: 0.0311868 | Time: 1520.6 ms
[2022-04-11 04:10:25 main:574] : INFO : Epoch 1643 | loss: 0.0311908 | val_loss: 0.0311855 | Time: 1379.98 ms
[2022-04-11 04:10:27 main:574] : INFO : Epoch 1644 | loss: 0.0311942 | val_loss: 0.0311863 | Time: 1373.4 ms
[2022-04-11 04:10:28 main:574] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0311872 | Time: 1454.21 ms
[2022-04-11 04:10:30 main:574] : INFO : Epoch 1646 | loss: 0.0311904 | val_loss: 0.0311877 | Time: 1453.09 ms
[2022-04-11 04:10:31 main:574] : INFO : Epoch 1647 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 1484.94 ms
[2022-04-11 04:10:33 main:574] : INFO : Epoch 1648 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 1513.2 ms
[2022-04-11 04:10:34 main:574] : INFO : Epoch 1649 | loss: 0.0311895 | val_loss: 0.0311852 | Time: 1523.85 ms
[2022-04-11 04:10:36 main:574] : INFO : Epoch 1650 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 1427.86 ms
[2022-04-11 04:10:37 main:574] : INFO : Epoch 1651 | loss: 0.031188 | val_loss: 0.0311839 | Time: 1439.07 ms
[2022-04-11 04:10:39 main:574] : INFO : Epoch 1652 | loss: 0.0311872 | val_loss: 0.0311852 | Time: 1475.42 ms
[2022-04-11 04:10:40 main:574] : INFO : Epoch 1653 | loss: 0.0311898 | val_loss: 0.0311851 | Time: 1414.99 ms
[2022-04-11 04:10:41 main:574] : INFO : Epoch 1654 | loss: 0.0311896 | val_loss: 0.0311886 | Time: 1335.24 ms
[2022-04-11 04:10:43 main:574] : INFO : Epoch 1655 | loss: 0.0311898 | val_loss: 0.0311855 | Time: 1525.56 ms
[2022-04-11 04:10:44 main:574] : INFO : Epoch 1656 | loss: 0.0311913 | val_loss: 0.0311884 | Time: 1351.34 ms
[2022-04-11 04:10:46 main:574] : INFO : Epoch 1657 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 1545.67 ms
[2022-04-11 04:10:47 main:574] : INFO : Epoch 1658 | loss: 0.031189 | val_loss: 0.0311857 | Time: 1512.76 ms
[2022-04-11 04:10:49 main:574] : INFO : Epoch 1659 | loss: 0.0311882 | val_loss: 0.0311841 | Time: 1468.14 ms
[2022-04-11 04:10:51 main:574] : INFO : Epoch 1660 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 1510.15 ms
[2022-04-11 04:10:52 main:574] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.0311845 | Time: 1489.13 ms
[2022-04-11 04:10:53 main:574] : INFO : Epoch 1662 | loss: 0.0311912 | val_loss: 0.0311854 | Time: 1390.12 ms
[2022-04-11 04:10:55 main:574] : INFO : Epoch 1663 | loss: 0.0311925 | val_loss: 0.0312038 | Time: 1486.3 ms
[2022-04-11 04:10:56 main:574] : INFO : Epoch 1664 | loss: 0.0311958 | val_loss: 0.031187 | Time: 1472.48 ms
[2022-04-11 04:10:58 main:574] : INFO : Epoch 1665 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 1488.13 ms
[2022-04-11 04:10:59 main:574] : INFO : Epoch 1666 | loss: 0.031192 | val_loss: 0.0311925 | Time: 1422.15 ms
[2022-04-11 04:11:01 main:574] : INFO : Epoch 1667 | loss: 0.0311918 | val_loss: 0.0311884 | Time: 1506.72 ms
[2022-04-11 04:11:02 main:574] : INFO : Epoch 1668 | loss: 0.0311881 | val_loss: 0.0311873 | Time: 1502.33 ms
[2022-04-11 04:11:04 main:574] : INFO : Epoch 1669 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1443.66 ms
[2022-04-11 04:11:05 main:574] : INFO : Epoch 1670 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 1389.21 ms
[2022-04-11 04:11:07 main:574] : INFO : Epoch 1671 | loss: 0.0311888 | val_loss: 0.0311842 | Time: 1444.45 ms
[2022-04-11 04:11:08 main:574] : INFO : Epoch 1672 | loss: 0.0311901 | val_loss: 0.0311856 | Time: 1527.16 ms
[2022-04-11 04:11:10 main:574] : INFO : Epoch 1673 | loss: 0.0311907 | val_loss: 0.0311878 | Time: 1498.71 ms
[2022-04-11 04:11:11 main:574] : INFO : Epoch 1674 | loss: 0.0311891 | val_loss: 0.0311871 | Time: 1522.57 ms
[2022-04-11 04:11:13 main:574] : INFO : Epoch 1675 | loss: 0.031192 | val_loss: 0.0311862 | Time: 1366.95 ms
[2022-04-11 04:11:14 main:574] : INFO : Epoch 1676 | loss: 0.0311927 | val_loss: 0.0311885 | Time: 1361.8 ms
[2022-04-11 04:11:16 main:574] : INFO : Epoch 1677 | loss: 0.0311914 | val_loss: 0.0311855 | Time: 1508.42 ms
[2022-04-11 04:11:17 main:574] : INFO : Epoch 1678 | loss: 0.0311905 | val_loss: 0.0311867 | Time: 1372.92 ms
[2022-04-11 04:11:18 main:574] : INFO : Epoch 1679 | loss: 0.0311896 | val_loss: 0.0311858 | Time: 1365.77 ms
[2022-04-11 04:11:20 main:574] : INFO : Epoch 1680 | loss: 0.0311918 | val_loss: 0.0311867 | Time: 1438.15 ms
[2022-04-11 04:11:21 main:574] : INFO : Epoch 1681 | loss: 0.0311912 | val_loss: 0.031187 | Time: 1508.12 ms
[2022-04-11 04:11:23 main:574] : INFO : Epoch 1682 | loss: 0.0311885 | val_loss: 0.0311855 | Time: 1473.73 ms
[2022-04-11 04:11:24 main:574] : INFO : Epoch 1683 | loss: 0.031188 | val_loss: 0.0311859 | Time: 1421.08 ms
[2022-04-11 04:11:26 main:574] : INFO : Epoch 1684 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 1393.98 ms
[2022-04-11 04:11:27 main:574] : INFO : Epoch 1685 | loss: 0.031188 | val_loss: 0.0311906 | Time: 1472.83 ms
[2022-04-11 04:11:29 main:574] : INFO : Epoch 1686 | loss: 0.0311947 | val_loss: 0.0311877 | Time: 1555.74 ms
[2022-04-11 04:11:30 main:574] : INFO : Epoch 1687 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 1469.23 ms
[2022-04-11 04:11:32 main:574] : INFO : Epoch 1688 | loss: 0.0311897 | val_loss: 0.0311871 | Time: 1458.86 ms
[2022-04-11 04:11:33 main:574] : INFO : Epoch 1689 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 1452.28 ms
[2022-04-11 04:11:35 main:574] : INFO : Epoch 1690 | loss: 0.0311907 | val_loss: 0.0311883 | Time: 1448.99 ms
[2022-04-11 04:11:36 main:574] : INFO : Epoch 1691 | loss: 0.0311908 | val_loss: 0.031191 | Time: 1501.69 ms
[2022-04-11 04:11:38 main:574] : INFO : Epoch 1692 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 1415.34 ms
[2022-04-11 04:11:39 main:574] : INFO : Epoch 1693 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 1517.17 ms
[2022-04-11 04:11:41 main:574] : INFO : Epoch 1694 | loss: 0.0311933 | val_loss: 0.0311897 | Time: 1520.26 ms
[2022-04-11 04:11:42 main:574] : INFO : Epoch 1695 | loss: 0.0311917 | val_loss: 0.0311872 | Time: 1497.7 ms
[2022-04-11 04:11:44 main:574] : INFO : Epoch 1696 | loss: 0.0311886 | val_loss: 0.03119 | Time: 1409.86 ms
[2022-04-11 04:11:45 main:574] : INFO : Epoch 1697 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 1341.16 ms
[2022-04-11 04:11:47 main:574] : INFO : Epoch 1698 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 1529.34 ms
[2022-04-11 04:11:48 main:574] : INFO : Epoch 1699 | loss: 0.0311871 | val_loss: 0.0311869 | Time: 1350.69 ms
[2022-04-11 04:11:49 main:574] : INFO : Epoch 1700 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 1391.25 ms
[2022-04-11 04:11:51 main:574] : INFO : Epoch 1701 | loss: 0.031187 | val_loss: 0.0311858 | Time: 1542.41 ms
[2022-04-11 04:11:52 main:574] : INFO : Epoch 1702 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 1493.02 ms
[2022-04-11 04:11:54 main:574] : INFO : Epoch 1703 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 1395.46 ms
[2022-04-11 04:11:55 main:574] : INFO : Epoch 1704 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1543.24 ms
[2022-04-11 04:11:57 main:574] : INFO : Epoch 1705 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 1349.99 ms
[2022-04-11 04:11:58 main:574] : INFO : Epoch 1706 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 1352.12 ms
[2022-04-11 04:12:00 main:574] : INFO : Epoch 1707 | loss: 0.0311896 | val_loss: 0.031188 | Time: 1492.79 ms
[2022-04-11 04:12:01 main:574] : INFO : Epoch 1708 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 1484.35 ms
[2022-04-11 04:12:03 main:574] : INFO : Epoch 1709 | loss: 0.031189 | val_loss: 0.03119 | Time: 1544.12 ms
[2022-04-11 04:12:04 main:574] : INFO : Epoch 1710 | loss: 0.0311891 | val_loss: 0.0311953 | Time: 1440.08 ms
[2022-04-11 04:12:06 main:574] : INFO : Epoch 1711 | loss: 0.0311917 | val_loss: 0.0311888 | Time: 1355.49 ms
[2022-04-11 04:12:07 main:574] : INFO : Epoch 1712 | loss: 0.031189 | val_loss: 0.0311861 | Time: 1422.12 ms
[2022-04-11 04:12:09 main:574] : INFO : Epoch 1713 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 1499.97 ms
[2022-04-11 04:12:10 main:574] : INFO : Epoch 1714 | loss: 0.0311884 | val_loss: 0.0311882 | Time: 1499.11 ms
[2022-04-11 04:12:11 main:574] : INFO : Epoch 1715 | loss: 0.0311969 | val_loss: 0.0312034 | Time: 1382.14 ms
[2022-04-11 04:12:13 main:574] : INFO : Epoch 1716 | loss: 0.0311946 | val_loss: 0.0311874 | Time: 1358.94 ms
[2022-04-11 04:12:14 main:574] : INFO : Epoch 1717 | loss: 0.031188 | val_loss: 0.0311866 | Time: 1341.57 ms
[2022-04-11 04:12:16 main:574] : INFO : Epoch 1718 | loss: 0.0311887 | val_loss: 0.0311873 | Time: 1487.05 ms
[2022-04-11 04:12:17 main:574] : INFO : Epoch 1719 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 1465.97 ms
[2022-04-11 04:12:19 main:574] : INFO : Epoch 1720 | loss: 0.0311903 | val_loss: 0.0311858 | Time: 1518.32 ms
[2022-04-11 04:12:20 main:574] : INFO : Epoch 1721 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 1485.18 ms
[2022-04-11 04:12:22 main:574] : INFO : Epoch 1722 | loss: 0.0311896 | val_loss: 0.03119 | Time: 1461.08 ms
[2022-04-11 04:12:23 main:574] : INFO : Epoch 1723 | loss: 0.0311871 | val_loss: 0.0311866 | Time: 1480.2 ms
[2022-04-11 04:12:25 main:574] : INFO : Epoch 1724 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 1432.63 ms
[2022-04-11 04:12:26 main:574] : INFO : Epoch 1725 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 1462.01 ms
[2022-04-11 04:12:28 main:574] : INFO : Epoch 1726 | loss: 0.0311883 | val_loss: 0.0311882 | Time: 1497.2 ms
[2022-04-11 04:12:29 main:574] : INFO : Epoch 1727 | loss: 0.0311906 | val_loss: 0.0311891 | Time: 1464.84 ms
[2022-04-11 04:12:31 main:574] : INFO : Epoch 1728 | loss: 0.0311903 | val_loss: 0.0311867 | Time: 1533.9 ms
[2022-04-11 04:12:32 main:574] : INFO : Epoch 1729 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 1476.43 ms
[2022-04-11 04:12:34 main:574] : INFO : Epoch 1730 | loss: 0.0311886 | val_loss: 0.0311962 | Time: 1472.29 ms
[2022-04-11 04:12:35 main:574] : INFO : Epoch 1731 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 1462.66 ms
[2022-04-11 04:12:37 main:574] : INFO : Epoch 1732 | loss: 0.0311911 | val_loss: 0.0311868 | Time: 1470.63 ms
[2022-04-11 04:12:38 main:574] : INFO : Epoch 1733 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 1384.75 ms
[2022-04-11 04:12:40 main:574] : INFO : Epoch 1734 | loss: 0.0311899 | val_loss: 0.0311881 | Time: 1486.71 ms
[2022-04-11 04:12:41 main:574] : INFO : Epoch 1735 | loss: 0.0311881 | val_loss: 0.031187 | Time: 1397.93 ms
[2022-04-11 04:12:42 main:574] : INFO : Epoch 1736 | loss: 0.0311881 | val_loss: 0.0311871 | Time: 1454.85 ms
[2022-04-11 04:12:44 main:574] : INFO : Epoch 1737 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 1503.65 ms
[2022-04-11 04:12:45 main:574] : INFO : Epoch 1738 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 1509.42 ms
[2022-04-11 04:12:47 main:574] : INFO : Epoch 1739 | loss: 0.0311958 | val_loss: 0.0311938 | Time: 1533.2 ms
[2022-04-11 04:12:49 main:574] : INFO : Epoch 1740 | loss: 0.0311921 | val_loss: 0.031195 | Time: 1485.05 ms
[2022-04-11 04:12:50 main:574] : INFO : Epoch 1741 | loss: 0.0311931 | val_loss: 0.031188 | Time: 1482.82 ms
[2022-04-11 04:12:52 main:574] : INFO : Epoch 1742 | loss: 0.0311894 | val_loss: 0.0311876 | Time: 1481.96 ms
[2022-04-11 04:12:53 main:574] : INFO : Epoch 1743 | loss: 0.0311894 | val_loss: 0.0311861 | Time: 1550.42 ms
[2022-04-11 04:12:55 main:574] : INFO : Epoch 1744 | loss: 0.0311893 | val_loss: 0.0311907 | Time: 1464.82 ms
[2022-04-11 04:12:56 main:574] : INFO : Epoch 1745 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 1410.61 ms
[2022-04-11 04:12:57 main:574] : INFO : Epoch 1746 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 1483.31 ms
[2022-04-11 04:12:59 main:574] : INFO : Epoch 1747 | loss: 0.0311892 | val_loss: 0.0311869 | Time: 1475.46 ms
[2022-04-11 04:13:00 main:574] : INFO : Epoch 1748 | loss: 0.0311889 | val_loss: 0.0311882 | Time: 1498.29 ms
[2022-04-11 04:13:02 main:574] : INFO : Epoch 1749 | loss: 0.0311902 | val_loss: 0.0311871 | Time: 1377.1 ms
[2022-04-11 04:13:03 main:574] : INFO : Epoch 1750 | loss: 0.031193 | val_loss: 0.0312019 | Time: 1470.59 ms
[2022-04-11 04:13:05 main:574] : INFO : Epoch 1751 | loss: 0.0311951 | val_loss: 0.0311908 | Time: 1477.94 ms
[2022-04-11 04:13:06 main:574] : INFO : Epoch 1752 | loss: 0.0311918 | val_loss: 0.0311904 | Time: 1513.11 ms
[2022-04-11 04:13:08 main:574] : INFO : Epoch 1753 | loss: 0.0311914 | val_loss: 0.0311929 | Time: 1462.87 ms
[2022-04-11 04:13:09 main:574] : INFO : Epoch 1754 | loss: 0.031189 | val_loss: 0.0311877 | Time: 1432.79 ms
[2022-04-11 04:13:11 main:574] : INFO : Epoch 1755 | loss: 0.0311882 | val_loss: 0.0311897 | Time: 1507.46 ms
[2022-04-11 04:13:12 main:574] : INFO : Epoch 1756 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 1519.64 ms
[2022-04-11 04:13:14 main:574] : INFO : Epoch 1757 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 1457.5 ms
[2022-04-11 04:13:15 main:574] : INFO : Epoch 1758 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 1411.19 ms
[2022-04-11 04:13:17 main:574] : INFO : Epoch 1759 | loss: 0.0311888 | val_loss: 0.031188 | Time: 1365.24 ms
[2022-04-11 04:13:18 main:574] : INFO : Epoch 1760 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1356.14 ms
[2022-04-11 04:13:19 main:574] : INFO : Epoch 1761 | loss: 0.0311861 | val_loss: 0.0311876 | Time: 1419.31 ms
[2022-04-11 04:13:21 main:574] : INFO : Epoch 1762 | loss: 0.0311896 | val_loss: 0.0311922 | Time: 1435.06 ms
[2022-04-11 04:13:22 main:574] : INFO : Epoch 1763 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 1339.42 ms
[2022-04-11 04:13:24 main:574] : INFO : Epoch 1764 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1398.39 ms
[2022-04-11 04:13:25 main:574] : INFO : Epoch 1765 | loss: 0.0311885 | val_loss: 0.0311887 | Time: 1489.85 ms
[2022-04-11 04:13:27 main:574] : INFO : Epoch 1766 | loss: 0.0311895 | val_loss: 0.0311879 | Time: 1493.98 ms
[2022-04-11 04:13:28 main:574] : INFO : Epoch 1767 | loss: 0.0311884 | val_loss: 0.0311877 | Time: 1540.91 ms
[2022-04-11 04:13:30 main:574] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0311868 | Time: 1420.14 ms
[2022-04-11 04:13:31 main:574] : INFO : Epoch 1769 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 1384.96 ms
[2022-04-11 04:13:32 main:574] : INFO : Epoch 1770 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 1352.08 ms
[2022-04-11 04:13:34 main:574] : INFO : Epoch 1771 | loss: 0.0311896 | val_loss: 0.03119 | Time: 1509.77 ms
[2022-04-11 04:13:35 main:574] : INFO : Epoch 1772 | loss: 0.0311885 | val_loss: 0.0311865 | Time: 1504.6 ms
[2022-04-11 04:13:37 main:574] : INFO : Epoch 1773 | loss: 0.0311883 | val_loss: 0.0311883 | Time: 1480.39 ms
[2022-04-11 04:13:38 main:574] : INFO : Epoch 1774 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 1515.42 ms
[2022-04-11 04:13:40 main:574] : INFO : Epoch 1775 | loss: 0.031188 | val_loss: 0.0311921 | Time: 1344.92 ms
[2022-04-11 04:13:41 main:574] : INFO : Epoch 1776 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 1481.99 ms
[2022-04-11 04:13:43 main:574] : INFO : Epoch 1777 | loss: 0.0311877 | val_loss: 0.0311853 | Time: 1516.39 ms
[2022-04-11 04:13:44 main:574] : INFO : Epoch 1778 | loss: 0.0311887 | val_loss: 0.0311844 | Time: 1447.22 ms
[2022-04-11 04:13:46 main:574] : INFO : Epoch 1779 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 1490.21 ms
[2022-04-11 04:13:47 main:574] : INFO : Epoch 1780 | loss: 0.0311876 | val_loss: 0.0311861 | Time: 1404.04 ms
[2022-04-11 04:13:49 main:574] : INFO : Epoch 1781 | loss: 0.031187 | val_loss: 0.031192 | Time: 1469.48 ms
[2022-04-11 04:13:50 main:574] : INFO : Epoch 1782 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1466.21 ms
[2022-04-11 04:13:52 main:574] : INFO : Epoch 1783 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 1408.28 ms
[2022-04-11 04:13:53 main:574] : INFO : Epoch 1784 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 1389.14 ms
[2022-04-11 04:13:54 main:574] : INFO : Epoch 1785 | loss: 0.0311882 | val_loss: 0.0311862 | Time: 1506.57 ms
[2022-04-11 04:13:56 main:574] : INFO : Epoch 1786 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 1443.48 ms
[2022-04-11 04:13:57 main:574] : INFO : Epoch 1787 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 1504.12 ms
[2022-04-11 04:13:59 main:574] : INFO : Epoch 1788 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 1490.6 ms
[2022-04-11 04:14:00 main:574] : INFO : Epoch 1789 | loss: 0.0311926 | val_loss: 0.031192 | Time: 1392.38 ms
[2022-04-11 04:14:02 main:574] : INFO : Epoch 1790 | loss: 0.0311928 | val_loss: 0.0311882 | Time: 1498.64 ms
[2022-04-11 04:14:03 main:574] : INFO : Epoch 1791 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 1454.26 ms
[2022-04-11 04:14:05 main:574] : INFO : Epoch 1792 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 1442.23 ms
[2022-04-11 04:14:06 main:574] : INFO : Epoch 1793 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 1466.87 ms
[2022-04-11 04:14:08 main:574] : INFO : Epoch 1794 | loss: 0.0311887 | val_loss: 0.0311866 | Time: 1353.99 ms
[2022-04-11 04:14:09 main:574] : INFO : Epoch 1795 | loss: 0.0311859 | val_loss: 0.03119 | Time: 1501.64 ms
[2022-04-11 04:14:11 main:574] : INFO : Epoch 1796 | loss: 0.0311898 | val_loss: 0.0311878 | Time: 1379.33 ms
[2022-04-11 04:14:12 main:574] : INFO : Epoch 1797 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 1487.35 ms
[2022-04-11 04:14:14 main:574] : INFO : Epoch 1798 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 1460.98 ms
[2022-04-11 04:14:15 main:574] : INFO : Epoch 1799 | loss: 0.0311921 | val_loss: 0.0311907 | Time: 1511.31 ms
[2022-04-11 04:14:16 main:574] : INFO : Epoch 1800 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 1371.6 ms
[2022-04-11 04:14:18 main:574] : INFO : Epoch 1801 | loss: 0.0311893 | val_loss: 0.0311901 | Time: 1353.38 ms
[2022-04-11 04:14:19 main:574] : INFO : Epoch 1802 | loss: 0.0311899 | val_loss: 0.0311883 | Time: 1496.63 ms
[2022-04-11 04:14:21 main:574] : INFO : Epoch 1803 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 1430.34 ms
[2022-04-11 04:14:22 main:574] : INFO : Epoch 1804 | loss: 0.031189 | val_loss: 0.031188 | Time: 1516.04 ms
[2022-04-11 04:14:24 main:574] : INFO : Epoch 1805 | loss: 0.0311919 | val_loss: 0.03119 | Time: 1332.14 ms
[2022-04-11 04:14:25 main:574] : INFO : Epoch 1806 | loss: 0.0311908 | val_loss: 0.0311887 | Time: 1403.65 ms
[2022-04-11 04:14:26 main:574] : INFO : Epoch 1807 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 1406.71 ms
[2022-04-11 04:14:28 main:574] : INFO : Epoch 1808 | loss: 0.031189 | val_loss: 0.0311884 | Time: 1507.72 ms
[2022-04-11 04:14:29 main:574] : INFO : Epoch 1809 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 1484.82 ms
[2022-04-11 04:14:31 main:574] : INFO : Epoch 1810 | loss: 0.0311874 | val_loss: 0.0311879 | Time: 1442.07 ms
[2022-04-11 04:14:32 main:574] : INFO : Epoch 1811 | loss: 0.031187 | val_loss: 0.0311868 | Time: 1438.92 ms
[2022-04-11 04:14:34 main:574] : INFO : Epoch 1812 | loss: 0.0311868 | val_loss: 0.0311865 | Time: 1516.84 ms
[2022-04-11 04:14:35 main:574] : INFO : Epoch 1813 | loss: 0.0311864 | val_loss: 0.0311883 | Time: 1494.34 ms
[2022-04-11 04:14:37 main:574] : INFO : Epoch 1814 | loss: 0.0311865 | val_loss: 0.0311865 | Time: 1497.95 ms
[2022-04-11 04:14:38 main:574] : INFO : Epoch 1815 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 1463.88 ms
[2022-04-11 04:14:40 main:574] : INFO : Epoch 1816 | loss: 0.0311893 | val_loss: 0.0311885 | Time: 1481.96 ms
[2022-04-11 04:14:41 main:574] : INFO : Epoch 1817 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 1521.03 ms
[2022-04-11 04:14:43 main:574] : INFO : Epoch 1818 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 1472.26 ms
[2022-04-11 04:14:44 main:574] : INFO : Epoch 1819 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1549.57 ms
[2022-04-11 04:14:46 main:574] : INFO : Epoch 1820 | loss: 0.0311865 | val_loss: 0.031189 | Time: 1468.85 ms
[2022-04-11 04:14:47 main:574] : INFO : Epoch 1821 | loss: 0.0311883 | val_loss: 0.031192 | Time: 1363.34 ms
[2022-04-11 04:14:49 main:574] : INFO : Epoch 1822 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 1374.63 ms
[2022-04-11 04:14:50 main:574] : INFO : Epoch 1823 | loss: 0.0311876 | val_loss: 0.031187 | Time: 1576.65 ms
[2022-04-11 04:14:52 main:574] : INFO : Epoch 1824 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1528.32 ms
[2022-04-11 04:14:53 main:574] : INFO : Epoch 1825 | loss: 0.0311859 | val_loss: 0.0311905 | Time: 1337.38 ms
[2022-04-11 04:14:54 main:574] : INFO : Epoch 1826 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 1437.13 ms
[2022-04-11 04:14:56 main:574] : INFO : Epoch 1827 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 1428.43 ms
[2022-04-11 04:14:57 main:574] : INFO : Epoch 1828 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 1466.73 ms
[2022-04-11 04:14:59 main:574] : INFO : Epoch 1829 | loss: 0.0311889 | val_loss: 0.0311937 | Time: 1527.32 ms
[2022-04-11 04:15:00 main:574] : INFO : Epoch 1830 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 1450.01 ms
[2022-04-11 04:15:02 main:574] : INFO : Epoch 1831 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 1375.04 ms
[2022-04-11 04:15:03 main:574] : INFO : Epoch 1832 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 1370.26 ms
[2022-04-11 04:15:05 main:574] : INFO : Epoch 1833 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 1483.2 ms
[2022-04-11 04:15:06 main:574] : INFO : Epoch 1834 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1450.05 ms
[2022-04-11 04:15:08 main:574] : INFO : Epoch 1835 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1486.84 ms
[2022-04-11 04:15:09 main:574] : INFO : Epoch 1836 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 1445.13 ms
[2022-04-11 04:15:11 main:574] : INFO : Epoch 1837 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1485.83 ms
[2022-04-11 04:15:12 main:574] : INFO : Epoch 1838 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 1380.45 ms
[2022-04-11 04:15:13 main:574] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.031186 | Time: 1338.48 ms
[2022-04-11 04:15:15 main:574] : INFO : Epoch 1840 | loss: 0.0311876 | val_loss: 0.0311868 | Time: 1587.84 ms
[2022-04-11 04:15:16 main:574] : INFO : Epoch 1841 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 1487.37 ms
[2022-04-11 04:15:18 main:574] : INFO : Epoch 1842 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 1469.02 ms
[2022-04-11 04:15:19 main:574] : INFO : Epoch 1843 | loss: 0.031188 | val_loss: 0.0311875 | Time: 1370.19 ms
[2022-04-11 04:15:21 main:574] : INFO : Epoch 1844 | loss: 0.0311899 | val_loss: 0.0311905 | Time: 1487.37 ms
[2022-04-11 04:15:22 main:574] : INFO : Epoch 1845 | loss: 0.0311904 | val_loss: 0.0311901 | Time: 1469.86 ms
[2022-04-11 04:15:24 main:574] : INFO : Epoch 1846 | loss: 0.0311913 | val_loss: 0.0311891 | Time: 1467.34 ms
[2022-04-11 04:15:25 main:574] : INFO : Epoch 1847 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1431.45 ms
[2022-04-11 04:15:27 main:574] : INFO : Epoch 1848 | loss: 0.0311886 | val_loss: 0.031188 | Time: 1479.55 ms
[2022-04-11 04:15:28 main:574] : INFO : Epoch 1849 | loss: 0.0311877 | val_loss: 0.0311906 | Time: 1477.37 ms
[2022-04-11 04:15:30 main:574] : INFO : Epoch 1850 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 1513.86 ms
[2022-04-11 04:15:31 main:574] : INFO : Epoch 1851 | loss: 0.031187 | val_loss: 0.0311883 | Time: 1359.4 ms
[2022-04-11 04:15:33 main:574] : INFO : Epoch 1852 | loss: 0.031186 | val_loss: 0.0311878 | Time: 1399.37 ms
[2022-04-11 04:15:34 main:574] : INFO : Epoch 1853 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 1458.22 ms
[2022-04-11 04:15:35 main:574] : INFO : Epoch 1854 | loss: 0.0311891 | val_loss: 0.0311882 | Time: 1465.18 ms
[2022-04-11 04:15:37 main:574] : INFO : Epoch 1855 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1382.5 ms
[2022-04-11 04:15:38 main:574] : INFO : Epoch 1856 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 1488.82 ms
[2022-04-11 04:15:40 main:574] : INFO : Epoch 1857 | loss: 0.0311867 | val_loss: 0.03119 | Time: 1477.85 ms
[2022-04-11 04:15:41 main:574] : INFO : Epoch 1858 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 1510.97 ms
[2022-04-11 04:15:43 main:574] : INFO : Epoch 1859 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 1482.58 ms
[2022-04-11 04:15:44 main:574] : INFO : Epoch 1860 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 1410.38 ms
[2022-04-11 04:15:46 main:574] : INFO : Epoch 1861 | loss: 0.0311857 | val_loss: 0.0311868 | Time: 1377.22 ms
[2022-04-11 04:15:47 main:574] : INFO : Epoch 1862 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 1461.65 ms
[2022-04-11 04:15:49 main:574] : INFO : Epoch 1863 | loss: 0.0311829 | val_loss: 0.031184 | Time: 1521.77 ms
[2022-04-11 04:15:50 main:574] : INFO : Epoch 1864 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 1503.76 ms
[2022-04-11 04:15:52 main:574] : INFO : Epoch 1865 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 1598.67 ms
[2022-04-11 04:15:53 main:574] : INFO : Epoch 1866 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 1499.1 ms
[2022-04-11 04:15:55 main:574] : INFO : Epoch 1867 | loss: 0.0311756 | val_loss: 0.031179 | Time: 1508.32 ms
[2022-04-11 04:15:56 main:574] : INFO : Epoch 1868 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 1471.35 ms
[2022-04-11 04:15:58 main:574] : INFO : Epoch 1869 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 1438.01 ms
[2022-04-11 04:15:59 main:574] : INFO : Epoch 1870 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1333.57 ms
[2022-04-11 04:16:01 main:574] : INFO : Epoch 1871 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1480.15 ms
[2022-04-11 04:16:02 main:574] : INFO : Epoch 1872 | loss: 0.0311783 | val_loss: 0.0311919 | Time: 1357.1 ms
[2022-04-11 04:16:03 main:574] : INFO : Epoch 1873 | loss: 0.0311833 | val_loss: 0.0311821 | Time: 1476.67 ms
[2022-04-11 04:16:05 main:574] : INFO : Epoch 1874 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 1426.48 ms
[2022-04-11 04:16:06 main:574] : INFO : Epoch 1875 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 1388.39 ms
[2022-04-11 04:16:08 main:574] : INFO : Epoch 1876 | loss: 0.031178 | val_loss: 0.0311769 | Time: 1330.78 ms
[2022-04-11 04:16:09 main:574] : INFO : Epoch 1877 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 1493.36 ms
[2022-04-11 04:16:11 main:574] : INFO : Epoch 1878 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 1477.32 ms
[2022-04-11 04:16:12 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 1509.36 ms
[2022-04-11 04:16:14 main:574] : INFO : Epoch 1880 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 1495.44 ms
[2022-04-11 04:16:15 main:574] : INFO : Epoch 1881 | loss: 0.0311786 | val_loss: 0.0311816 | Time: 1391.04 ms
[2022-04-11 04:16:17 main:574] : INFO : Epoch 1882 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 1491.72 ms
[2022-04-11 04:16:18 main:574] : INFO : Epoch 1883 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 1521.26 ms
[2022-04-11 04:16:20 main:574] : INFO : Epoch 1884 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 1400.48 ms
[2022-04-11 04:16:21 main:574] : INFO : Epoch 1885 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1480.36 ms
[2022-04-11 04:16:23 main:574] : INFO : Epoch 1886 | loss: 0.031176 | val_loss: 0.0311879 | Time: 1534.4 ms
[2022-04-11 04:16:24 main:574] : INFO : Epoch 1887 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 1507.25 ms
[2022-04-11 04:16:26 main:574] : INFO : Epoch 1888 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1510.95 ms
[2022-04-11 04:16:27 main:574] : INFO : Epoch 1889 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1477.74 ms
[2022-04-11 04:16:29 main:574] : INFO : Epoch 1890 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 1514.63 ms
[2022-04-11 04:16:30 main:574] : INFO : Epoch 1891 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1486.62 ms
[2022-04-11 04:16:32 main:574] : INFO : Epoch 1892 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 1492.68 ms
[2022-04-11 04:16:33 main:574] : INFO : Epoch 1893 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1493.78 ms
[2022-04-11 04:16:35 main:574] : INFO : Epoch 1894 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1550.92 ms
[2022-04-11 04:16:36 main:574] : INFO : Epoch 1895 | loss: 0.031173 | val_loss: 0.0311786 | Time: 1531.45 ms
[2022-04-11 04:16:38 main:574] : INFO : Epoch 1896 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 1495.02 ms
[2022-04-11 04:16:39 main:574] : INFO : Epoch 1897 | loss: 0.0311718 | val_loss: 0.0311832 | Time: 1539.47 ms
[2022-04-11 04:16:41 main:574] : INFO : Epoch 1898 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 1497.89 ms
[2022-04-11 04:16:43 main:574] : INFO : Epoch 1899 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 1528.9 ms
[2022-04-11 04:16:44 main:574] : INFO : Epoch 1900 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1478.56 ms
[2022-04-11 04:16:46 main:574] : INFO : Epoch 1901 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 1497.65 ms
[2022-04-11 04:16:47 main:574] : INFO : Epoch 1902 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 1554.14 ms
[2022-04-11 04:16:49 main:574] : INFO : Epoch 1903 | loss: 0.031174 | val_loss: 0.0311772 | Time: 1472.96 ms
[2022-04-11 04:16:50 main:574] : INFO : Epoch 1904 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1526.05 ms
[2022-04-11 04:16:52 main:574] : INFO : Epoch 1905 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 1483.74 ms
[2022-04-11 04:16:53 main:574] : INFO : Epoch 1906 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1384.91 ms
[2022-04-11 04:16:55 main:574] : INFO : Epoch 1907 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1523.12 ms
[2022-04-11 04:16:56 main:574] : INFO : Epoch 1908 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1413.64 ms
[2022-04-11 04:16:57 main:574] : INFO : Epoch 1909 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 1342.01 ms
[2022-04-11 04:16:59 main:574] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1459.13 ms
[2022-04-11 04:17:00 main:574] : INFO : Epoch 1911 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1419.26 ms
[2022-04-11 04:17:02 main:574] : INFO : Epoch 1912 | loss: 0.031171 | val_loss: 0.0311776 | Time: 1528.66 ms
[2022-04-11 04:17:03 main:574] : INFO : Epoch 1913 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 1516.74 ms
[2022-04-11 04:17:05 main:574] : INFO : Epoch 1914 | loss: 0.0311706 | val_loss: 0.0311832 | Time: 1491.32 ms
[2022-04-11 04:17:06 main:574] : INFO : Epoch 1915 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 1477.61 ms
[2022-04-11 04:17:08 main:574] : INFO : Epoch 1916 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1451.37 ms
[2022-04-11 04:17:09 main:574] : INFO : Epoch 1917 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 1373.87 ms
[2022-04-11 04:17:11 main:574] : INFO : Epoch 1918 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 1468.99 ms
[2022-04-11 04:17:12 main:574] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 1508.56 ms
[2022-04-11 04:17:14 main:574] : INFO : Epoch 1920 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1499.28 ms
[2022-04-11 04:17:15 main:574] : INFO : Epoch 1921 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1504.45 ms
[2022-04-11 04:17:17 main:574] : INFO : Epoch 1922 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 1440.06 ms
[2022-04-11 04:17:18 main:574] : INFO : Epoch 1923 | loss: 0.031172 | val_loss: 0.0311747 | Time: 1488.8 ms
[2022-04-11 04:17:20 main:574] : INFO : Epoch 1924 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1404.3 ms
[2022-04-11 04:17:21 main:574] : INFO : Epoch 1925 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1512.89 ms
[2022-04-11 04:17:23 main:574] : INFO : Epoch 1926 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1483.17 ms
[2022-04-11 04:17:24 main:574] : INFO : Epoch 1927 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1449.92 ms
[2022-04-11 04:17:26 main:574] : INFO : Epoch 1928 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 1486.17 ms
[2022-04-11 04:17:27 main:574] : INFO : Epoch 1929 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1551.7 ms
[2022-04-11 04:17:29 main:574] : INFO : Epoch 1930 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 1493.55 ms
[2022-04-11 04:17:30 main:574] : INFO : Epoch 1931 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1529.89 ms
[2022-04-11 04:17:32 main:574] : INFO : Epoch 1932 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 1512.33 ms
[2022-04-11 04:17:33 main:574] : INFO : Epoch 1933 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 1460.65 ms
[2022-04-11 04:17:35 main:574] : INFO : Epoch 1934 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1400.85 ms
[2022-04-11 04:17:36 main:574] : INFO : Epoch 1935 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 1483.56 ms
[2022-04-11 04:17:38 main:574] : INFO : Epoch 1936 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 1500.21 ms
[2022-04-11 04:17:39 main:574] : INFO : Epoch 1937 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 1436.22 ms
[2022-04-11 04:17:41 main:574] : INFO : Epoch 1938 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 1531.61 ms
[2022-04-11 04:17:42 main:574] : INFO : Epoch 1939 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 1505.87 ms
[2022-04-11 04:17:44 main:574] : INFO : Epoch 1940 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 1471.3 ms
[2022-04-11 04:17:45 main:574] : INFO : Epoch 1941 | loss: 0.0311697 | val_loss: 0.031179 | Time: 1497.48 ms
[2022-04-11 04:17:47 main:574] : INFO : Epoch 1942 | loss: 0.031171 | val_loss: 0.0311796 | Time: 1501.02 ms
[2022-04-11 04:17:48 main:574] : INFO : Epoch 1943 | loss: 0.0311699 | val_loss: 0.031183 | Time: 1542.84 ms
[2022-04-11 04:17:50 main:574] : INFO : Epoch 1944 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1479 ms
[2022-04-11 04:17:51 main:574] : INFO : Epoch 1945 | loss: 0.031171 | val_loss: 0.0311806 | Time: 1396.23 ms
[2022-04-11 04:17:53 main:574] : INFO : Epoch 1946 | loss: 0.03117 | val_loss: 0.0311787 | Time: 1413.52 ms
[2022-04-11 04:17:54 main:574] : INFO : Epoch 1947 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 1490.63 ms
[2022-04-11 04:17:56 main:574] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 1459.16 ms
[2022-04-11 04:17:57 main:574] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1524.23 ms
[2022-04-11 04:17:59 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 1534.42 ms
[2022-04-11 04:18:00 main:574] : INFO : Epoch 1951 | loss: 0.0311686 | val_loss: 0.0311847 | Time: 1373.17 ms
[2022-04-11 04:18:02 main:574] : INFO : Epoch 1952 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 1383.18 ms
[2022-04-11 04:18:03 main:574] : INFO : Epoch 1953 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 1398.69 ms
[2022-04-11 04:18:04 main:574] : INFO : Epoch 1954 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 1501.48 ms
[2022-04-11 04:18:06 main:574] : INFO : Epoch 1955 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1399.94 ms
[2022-04-11 04:18:07 main:574] : INFO : Epoch 1956 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 1455.07 ms
[2022-04-11 04:18:09 main:574] : INFO : Epoch 1957 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 1409.95 ms
[2022-04-11 04:18:10 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311802 | Time: 1347.23 ms
[2022-04-11 04:18:12 main:574] : INFO : Epoch 1959 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1418.53 ms
[2022-04-11 04:18:13 main:574] : INFO : Epoch 1960 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 1447.4 ms
[2022-04-11 04:18:14 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.031178 | Time: 1385.51 ms
[2022-04-11 04:18:16 main:574] : INFO : Epoch 1962 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1440.99 ms
[2022-04-11 04:18:17 main:574] : INFO : Epoch 1963 | loss: 0.0311693 | val_loss: 0.031183 | Time: 1525.83 ms
[2022-04-11 04:18:19 main:574] : INFO : Epoch 1964 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 1472.71 ms
[2022-04-11 04:18:20 main:574] : INFO : Epoch 1965 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 1478.63 ms
[2022-04-11 04:18:22 main:574] : INFO : Epoch 1966 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 1358.15 ms
[2022-04-11 04:18:23 main:574] : INFO : Epoch 1967 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 1364.98 ms
[2022-04-11 04:18:24 main:574] : INFO : Epoch 1968 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 1354.82 ms
[2022-04-11 04:18:26 main:574] : INFO : Epoch 1969 | loss: 0.031168 | val_loss: 0.0311793 | Time: 1399.12 ms
[2022-04-11 04:18:27 main:574] : INFO : Epoch 1970 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1502.08 ms
[2022-04-11 04:18:29 main:574] : INFO : Epoch 1971 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 1490.94 ms
[2022-04-11 04:18:30 main:574] : INFO : Epoch 1972 | loss: 0.0311691 | val_loss: 0.0311795 | Time: 1494.82 ms
[2022-04-11 04:18:32 main:574] : INFO : Epoch 1973 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1497.26 ms
[2022-04-11 04:18:33 main:574] : INFO : Epoch 1974 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 1509.34 ms
[2022-04-11 04:18:35 main:574] : INFO : Epoch 1975 | loss: 0.0311757 | val_loss: 0.0311882 | Time: 1435.96 ms
[2022-04-11 04:18:36 main:574] : INFO : Epoch 1976 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 1517.68 ms
[2022-04-11 04:18:38 main:574] : INFO : Epoch 1977 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 1571.89 ms
[2022-04-11 04:18:40 main:574] : INFO : Epoch 1978 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 1498.78 ms
[2022-04-11 04:18:41 main:574] : INFO : Epoch 1979 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 1485.57 ms
[2022-04-11 04:18:42 main:574] : INFO : Epoch 1980 | loss: 0.0311726 | val_loss: 0.031183 | Time: 1358.6 ms
[2022-04-11 04:18:44 main:574] : INFO : Epoch 1981 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 1490.78 ms
[2022-04-11 04:18:45 main:574] : INFO : Epoch 1982 | loss: 0.0311739 | val_loss: 0.0311862 | Time: 1438.18 ms
[2022-04-11 04:18:47 main:574] : INFO : Epoch 1983 | loss: 0.0311754 | val_loss: 0.0311765 | Time: 1379.96 ms
[2022-04-11 04:18:48 main:574] : INFO : Epoch 1984 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 1354.04 ms
[2022-04-11 04:18:50 main:574] : INFO : Epoch 1985 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1387.62 ms
[2022-04-11 04:18:51 main:574] : INFO : Epoch 1986 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 1475 ms
[2022-04-11 04:18:53 main:574] : INFO : Epoch 1987 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1442.32 ms
[2022-04-11 04:18:54 main:574] : INFO : Epoch 1988 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 1470.61 ms
[2022-04-11 04:18:55 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 1448.78 ms
[2022-04-11 04:18:57 main:574] : INFO : Epoch 1990 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1494.51 ms
[2022-04-11 04:18:59 main:574] : INFO : Epoch 1991 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 1550.46 ms
[2022-04-11 04:19:00 main:574] : INFO : Epoch 1992 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 1506.11 ms
[2022-04-11 04:19:01 main:574] : INFO : Epoch 1993 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 1333.24 ms
[2022-04-11 04:19:03 main:574] : INFO : Epoch 1994 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 1512.66 ms
[2022-04-11 04:19:05 main:574] : INFO : Epoch 1995 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 1568.12 ms
[2022-04-11 04:19:06 main:574] : INFO : Epoch 1996 | loss: 0.0311685 | val_loss: 0.0311835 | Time: 1488.11 ms
[2022-04-11 04:19:08 main:574] : INFO : Epoch 1997 | loss: 0.0311679 | val_loss: 0.031178 | Time: 1494.43 ms
[2022-04-11 04:19:09 main:574] : INFO : Epoch 1998 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 1430.62 ms
[2022-04-11 04:19:11 main:574] : INFO : Epoch 1999 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 1524.18 ms
[2022-04-11 04:19:12 main:574] : INFO : Epoch 2000 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 1464.29 ms
[2022-04-11 04:19:14 main:574] : INFO : Epoch 2001 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1425.26 ms
[2022-04-11 04:19:15 main:574] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.0311766 | Time: 1491.97 ms
[2022-04-11 04:19:17 main:574] : INFO : Epoch 2003 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 1500.22 ms
[2022-04-11 04:19:18 main:574] : INFO : Epoch 2004 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 1402.35 ms
[2022-04-11 04:19:19 main:574] : INFO : Epoch 2005 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 1474.01 ms
[2022-04-11 04:19:21 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.031178 | Time: 1506.52 ms
[2022-04-11 04:19:23 main:574] : INFO : Epoch 2007 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 1546.73 ms
[2022-04-11 04:19:24 main:574] : INFO : Epoch 2008 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 1474.84 ms
[2022-04-11 04:19:26 main:574] : INFO : Epoch 2009 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 1467.6 ms
[2022-04-11 04:19:27 main:574] : INFO : Epoch 2010 | loss: 0.0311667 | val_loss: 0.0311817 | Time: 1343.62 ms
[2022-04-11 04:19:28 main:574] : INFO : Epoch 2011 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 1521.72 ms
[2022-04-11 04:19:30 main:574] : INFO : Epoch 2012 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 1516.23 ms
[2022-04-11 04:19:31 main:574] : INFO : Epoch 2013 | loss: 0.0311703 | val_loss: 0.0311884 | Time: 1434.67 ms
[2022-04-11 04:19:33 main:574] : INFO : Epoch 2014 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 1491.66 ms
[2022-04-11 04:19:34 main:574] : INFO : Epoch 2015 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 1331.01 ms
[2022-04-11 04:19:36 main:574] : INFO : Epoch 2016 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 1538.62 ms
[2022-04-11 04:19:37 main:574] : INFO : Epoch 2017 | loss: 0.0311668 | val_loss: 0.0311812 | Time: 1465 ms
[2022-04-11 04:19:39 main:574] : INFO : Epoch 2018 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 1566.64 ms
[2022-04-11 04:19:40 main:574] : INFO : Epoch 2019 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 1546.19 ms
[2022-04-11 04:19:42 main:574] : INFO : Epoch 2020 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 1385.56 ms
[2022-04-11 04:19:43 main:574] : INFO : Epoch 2021 | loss: 0.0311701 | val_loss: 0.0311831 | Time: 1383.97 ms
[2022-04-11 04:19:45 main:574] : INFO : Epoch 2022 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 1452.49 ms
[2022-04-11 04:19:46 main:574] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 1434.86 ms
[2022-04-11 04:19:48 main:574] : INFO : Epoch 2024 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 1489.69 ms
[2022-04-11 04:19:49 main:574] : INFO : Epoch 2025 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 1463.23 ms
[2022-04-11 04:19:51 main:574] : INFO : Epoch 2026 | loss: 0.0311672 | val_loss: 0.0311802 | Time: 1480.21 ms
[2022-04-11 04:19:52 main:574] : INFO : Epoch 2027 | loss: 0.031168 | val_loss: 0.0311798 | Time: 1431.4 ms
[2022-04-11 04:19:53 main:574] : INFO : Epoch 2028 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 1479.71 ms
[2022-04-11 04:19:55 main:574] : INFO : Epoch 2029 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1337.53 ms
[2022-04-11 04:19:56 main:574] : INFO : Epoch 2030 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 1389.44 ms
[2022-04-11 04:19:58 main:574] : INFO : Epoch 2031 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 1495.09 ms
[2022-04-11 04:19:59 main:574] : INFO : Epoch 2032 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1373.95 ms
[2022-04-11 04:20:01 main:574] : INFO : Epoch 2033 | loss: 0.031172 | val_loss: 0.0311837 | Time: 1506.64 ms
[2022-04-11 04:20:02 main:574] : INFO : Epoch 2034 | loss: 0.031173 | val_loss: 0.0311844 | Time: 1453.31 ms
[2022-04-11 04:20:04 main:574] : INFO : Epoch 2035 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 1602.56 ms
[2022-04-11 04:20:05 main:574] : INFO : Epoch 2036 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 1637.92 ms
[2022-04-11 04:20:07 main:574] : INFO : Epoch 2037 | loss: 0.0311779 | val_loss: 0.0311884 | Time: 1474.59 ms
[2022-04-11 04:20:08 main:574] : INFO : Epoch 2038 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 1482.15 ms
[2022-04-11 04:20:10 main:574] : INFO : Epoch 2039 | loss: 0.0312098 | val_loss: 0.0312089 | Time: 1534.75 ms
[2022-04-11 04:20:11 main:574] : INFO : Epoch 2040 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 1486.88 ms
[2022-04-11 04:20:13 main:574] : INFO : Epoch 2041 | loss: 0.031206 | val_loss: 0.0312059 | Time: 1409.88 ms
[2022-04-11 04:20:14 main:574] : INFO : Epoch 2042 | loss: 0.031202 | val_loss: 0.0312067 | Time: 1467.75 ms
[2022-04-11 04:20:16 main:574] : INFO : Epoch 2043 | loss: 0.031201 | val_loss: 0.0312042 | Time: 1332.71 ms
[2022-04-11 04:20:17 main:574] : INFO : Epoch 2044 | loss: 0.0312001 | val_loss: 0.0312036 | Time: 1488.03 ms
[2022-04-11 04:20:19 main:574] : INFO : Epoch 2045 | loss: 0.0311989 | val_loss: 0.0312028 | Time: 1508.48 ms
[2022-04-11 04:20:20 main:574] : INFO : Epoch 2046 | loss: 0.0311986 | val_loss: 0.0312023 | Time: 1423.98 ms
[2022-04-11 04:20:22 main:574] : INFO : Epoch 2047 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 1501.31 ms
[2022-04-11 04:20:23 main:574] : INFO : Epoch 2048 | loss: 0.0311972 | val_loss: 0.031206 | Time: 1490.76 ms
[2022-04-11 04:20:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031206
[2022-04-11 04:20:23 main:603] : INFO : Saving end state to config to file
[2022-04-11 04:20:23 main:608] : INFO : Success, exiting..
04:20:23 (1688): 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)