Task 14595730
| Name | ParityModified-1645996194-15031-3-0_0 |
| Workunit | 11617674 |
| Created | 10 Apr 2022, 15:39:51 UTC |
| Sent | 10 Apr 2022, 22:19:13 UTC |
| Report deadline | 18 Apr 2022, 22:19:13 UTC |
| Received | 11 Apr 2022, 8:30:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 25 sec |
| CPU time | 42 min 40 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: 0.0311928 | val_loss: 0.0311893 | Time: 1355.97 ms
[2022-04-11 09:13:44 main:574] : INFO : Epoch 1543 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 1397.59 ms
[2022-04-11 09:13:46 main:574] : INFO : Epoch 1544 | loss: 0.0311923 | val_loss: 0.0311894 | Time: 1520.06 ms
[2022-04-11 09:13:47 main:574] : INFO : Epoch 1545 | loss: 0.0311908 | val_loss: 0.0311886 | Time: 1363.83 ms
[2022-04-11 09:13:48 main:574] : INFO : Epoch 1546 | loss: 0.0311897 | val_loss: 0.0311887 | Time: 1481.39 ms
[2022-04-11 09:13:50 main:574] : INFO : Epoch 1547 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 1461.15 ms
[2022-04-11 09:13:51 main:574] : INFO : Epoch 1548 | loss: 0.031188 | val_loss: 0.0311861 | Time: 1376.25 ms
[2022-04-11 09:13:53 main:574] : INFO : Epoch 1549 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 1485.51 ms
[2022-04-11 09:13:54 main:574] : INFO : Epoch 1550 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 1528.37 ms
[2022-04-11 09:13:56 main:574] : INFO : Epoch 1551 | loss: 0.0311824 | val_loss: 0.0311821 | Time: 1350.76 ms
[2022-04-11 09:13:57 main:574] : INFO : Epoch 1552 | loss: 0.0311812 | val_loss: 0.031181 | Time: 1357.71 ms
[2022-04-11 09:13:58 main:574] : INFO : Epoch 1553 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 1512.29 ms
[2022-04-11 09:14:00 main:574] : INFO : Epoch 1554 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 1569.99 ms
[2022-04-11 09:14:02 main:574] : INFO : Epoch 1555 | loss: 0.0311791 | val_loss: 0.03118 | Time: 1458.51 ms
[2022-04-11 09:14:03 main:574] : INFO : Epoch 1556 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1406.79 ms
[2022-04-11 09:14:04 main:574] : INFO : Epoch 1557 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 1498.88 ms
[2022-04-11 09:14:06 main:574] : INFO : Epoch 1558 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1503.48 ms
[2022-04-11 09:14:07 main:574] : INFO : Epoch 1559 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 1438.99 ms
[2022-04-11 09:14:09 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1360.46 ms
[2022-04-11 09:14:10 main:574] : INFO : Epoch 1561 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1345.36 ms
[2022-04-11 09:14:12 main:574] : INFO : Epoch 1562 | loss: 0.0311765 | val_loss: 0.031178 | Time: 1494.03 ms
[2022-04-11 09:14:13 main:574] : INFO : Epoch 1563 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 1488.96 ms
[2022-04-11 09:14:15 main:574] : INFO : Epoch 1564 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1544.27 ms
[2022-04-11 09:14:16 main:574] : INFO : Epoch 1565 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 1432.39 ms
[2022-04-11 09:14:18 main:574] : INFO : Epoch 1566 | loss: 0.0311754 | val_loss: 0.0311765 | Time: 1506.24 ms
[2022-04-11 09:14:19 main:574] : INFO : Epoch 1567 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1464.8 ms
[2022-04-11 09:14:21 main:574] : INFO : Epoch 1568 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1393.11 ms
[2022-04-11 09:14:22 main:574] : INFO : Epoch 1569 | loss: 0.0311767 | val_loss: 0.03118 | Time: 1348.7 ms
[2022-04-11 09:14:23 main:574] : INFO : Epoch 1570 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1477.59 ms
[2022-04-11 09:14:25 main:574] : INFO : Epoch 1571 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1531.2 ms
[2022-04-11 09:14:26 main:574] : INFO : Epoch 1572 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1501.29 ms
[2022-04-11 09:14:28 main:574] : INFO : Epoch 1573 | loss: 0.0311758 | val_loss: 0.031176 | Time: 1493.82 ms
[2022-04-11 09:14:29 main:574] : INFO : Epoch 1574 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1370.34 ms
[2022-04-11 09:14:31 main:574] : INFO : Epoch 1575 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 1477.52 ms
[2022-04-11 09:14:32 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1535.21 ms
[2022-04-11 09:14:34 main:574] : INFO : Epoch 1577 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1476.2 ms
[2022-04-11 09:14:35 main:574] : INFO : Epoch 1578 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1529.52 ms
[2022-04-11 09:14:37 main:574] : INFO : Epoch 1579 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1496.84 ms
[2022-04-11 09:14:38 main:574] : INFO : Epoch 1580 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1347.49 ms
[2022-04-11 09:14:40 main:574] : INFO : Epoch 1581 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 1444.92 ms
[2022-04-11 09:14:41 main:574] : INFO : Epoch 1582 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 1403.26 ms
[2022-04-11 09:14:43 main:574] : INFO : Epoch 1583 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 1402.37 ms
[2022-04-11 09:14:44 main:574] : INFO : Epoch 1584 | loss: 0.031172 | val_loss: 0.031174 | Time: 1353.4 ms
[2022-04-11 09:14:45 main:574] : INFO : Epoch 1585 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 1362.37 ms
[2022-04-11 09:14:47 main:574] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 1439.86 ms
[2022-04-11 09:14:48 main:574] : INFO : Epoch 1587 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 1516.61 ms
[2022-04-11 09:14:50 main:574] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 1526.26 ms
[2022-04-11 09:14:51 main:574] : INFO : Epoch 1589 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 1497.33 ms
[2022-04-11 09:14:53 main:574] : INFO : Epoch 1590 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 1458.13 ms
[2022-04-11 09:14:54 main:574] : INFO : Epoch 1591 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 1525.22 ms
[2022-04-11 09:14:56 main:574] : INFO : Epoch 1592 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1479.84 ms
[2022-04-11 09:14:57 main:574] : INFO : Epoch 1593 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1395.4 ms
[2022-04-11 09:14:59 main:574] : INFO : Epoch 1594 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1353.6 ms
[2022-04-11 09:15:00 main:574] : INFO : Epoch 1595 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1515.08 ms
[2022-04-11 09:15:02 main:574] : INFO : Epoch 1596 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1458.94 ms
[2022-04-11 09:15:03 main:574] : INFO : Epoch 1597 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 1378.81 ms
[2022-04-11 09:15:04 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 1490.6 ms
[2022-04-11 09:15:06 main:574] : INFO : Epoch 1599 | loss: 0.0311707 | val_loss: 0.031175 | Time: 1350.45 ms
[2022-04-11 09:15:07 main:574] : INFO : Epoch 1600 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1518.87 ms
[2022-04-11 09:15:09 main:574] : INFO : Epoch 1601 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1460.59 ms
[2022-04-11 09:15:10 main:574] : INFO : Epoch 1602 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 1545.18 ms
[2022-04-11 09:15:12 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.031174 | Time: 1498.63 ms
[2022-04-11 09:15:13 main:574] : INFO : Epoch 1604 | loss: 0.031169 | val_loss: 0.0311749 | Time: 1348.71 ms
[2022-04-11 09:15:15 main:574] : INFO : Epoch 1605 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 1505.31 ms
[2022-04-11 09:15:16 main:574] : INFO : Epoch 1606 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1532.36 ms
[2022-04-11 09:15:18 main:574] : INFO : Epoch 1607 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 1500.57 ms
[2022-04-11 09:15:19 main:574] : INFO : Epoch 1608 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1459.26 ms
[2022-04-11 09:15:21 main:574] : INFO : Epoch 1609 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 1410.09 ms
[2022-04-11 09:15:22 main:574] : INFO : Epoch 1610 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 1355.37 ms
[2022-04-11 09:15:23 main:574] : INFO : Epoch 1611 | loss: 0.0311728 | val_loss: 0.0311797 | Time: 1419.57 ms
[2022-04-11 09:15:25 main:574] : INFO : Epoch 1612 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1565.91 ms
[2022-04-11 09:15:26 main:574] : INFO : Epoch 1613 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 1412.3 ms
[2022-04-11 09:15:28 main:574] : INFO : Epoch 1614 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 1492.26 ms
[2022-04-11 09:15:29 main:574] : INFO : Epoch 1615 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 1458.19 ms
[2022-04-11 09:15:31 main:574] : INFO : Epoch 1616 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 1520.9 ms
[2022-04-11 09:15:32 main:574] : INFO : Epoch 1617 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 1484.47 ms
[2022-04-11 09:15:34 main:574] : INFO : Epoch 1618 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1508.23 ms
[2022-04-11 09:15:36 main:574] : INFO : Epoch 1619 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1559.91 ms
[2022-04-11 09:15:37 main:574] : INFO : Epoch 1620 | loss: 0.031174 | val_loss: 0.0311797 | Time: 1477.9 ms
[2022-04-11 09:15:38 main:574] : INFO : Epoch 1621 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1386.41 ms
[2022-04-11 09:15:40 main:574] : INFO : Epoch 1622 | loss: 0.0311737 | val_loss: 0.031175 | Time: 1509.69 ms
[2022-04-11 09:15:41 main:574] : INFO : Epoch 1623 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1475.62 ms
[2022-04-11 09:15:43 main:574] : INFO : Epoch 1624 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 1427.55 ms
[2022-04-11 09:15:44 main:574] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1463.05 ms
[2022-04-11 09:15:46 main:574] : INFO : Epoch 1626 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 1519.37 ms
[2022-04-11 09:15:47 main:574] : INFO : Epoch 1627 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 1357.16 ms
[2022-04-11 09:15:49 main:574] : INFO : Epoch 1628 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1403.39 ms
[2022-04-11 09:15:50 main:574] : INFO : Epoch 1629 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1532.43 ms
[2022-04-11 09:15:52 main:574] : INFO : Epoch 1630 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1435.84 ms
[2022-04-11 09:15:53 main:574] : INFO : Epoch 1631 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 1432.67 ms
[2022-04-11 09:15:55 main:574] : INFO : Epoch 1632 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1456.6 ms
[2022-04-11 09:15:56 main:574] : INFO : Epoch 1633 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 1473.32 ms
[2022-04-11 09:15:57 main:574] : INFO : Epoch 1634 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1378.5 ms
[2022-04-11 09:15:59 main:574] : INFO : Epoch 1635 | loss: 0.0311824 | val_loss: 0.031186 | Time: 1526.2 ms
[2022-04-11 09:16:01 main:574] : INFO : Epoch 1636 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 1560.74 ms
[2022-04-11 09:16:02 main:574] : INFO : Epoch 1637 | loss: 0.0311934 | val_loss: 0.0311898 | Time: 1446.64 ms
[2022-04-11 09:16:04 main:574] : INFO : Epoch 1638 | loss: 0.0311927 | val_loss: 0.0311878 | Time: 1542.89 ms
[2022-04-11 09:16:05 main:574] : INFO : Epoch 1639 | loss: 0.0311902 | val_loss: 0.0311869 | Time: 1446.28 ms
[2022-04-11 09:16:06 main:574] : INFO : Epoch 1640 | loss: 0.0311886 | val_loss: 0.0311846 | Time: 1459.18 ms
[2022-04-11 09:16:08 main:574] : INFO : Epoch 1641 | loss: 0.0311886 | val_loss: 0.0311844 | Time: 1498.33 ms
[2022-04-11 09:16:09 main:574] : INFO : Epoch 1642 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 1485.45 ms
[2022-04-11 09:16:11 main:574] : INFO : Epoch 1643 | loss: 0.0311903 | val_loss: 0.031183 | Time: 1513.51 ms
[2022-04-11 09:16:12 main:574] : INFO : Epoch 1644 | loss: 0.031189 | val_loss: 0.0311829 | Time: 1495.22 ms
[2022-04-11 09:16:14 main:574] : INFO : Epoch 1645 | loss: 0.031185 | val_loss: 0.0311829 | Time: 1389.18 ms
[2022-04-11 09:16:15 main:574] : INFO : Epoch 1646 | loss: 0.0311854 | val_loss: 0.0311823 | Time: 1466.52 ms
[2022-04-11 09:16:17 main:574] : INFO : Epoch 1647 | loss: 0.0311861 | val_loss: 0.0311812 | Time: 1483.13 ms
[2022-04-11 09:16:18 main:574] : INFO : Epoch 1648 | loss: 0.0311842 | val_loss: 0.0311811 | Time: 1446.2 ms
[2022-04-11 09:16:20 main:574] : INFO : Epoch 1649 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1498.15 ms
[2022-04-11 09:16:21 main:574] : INFO : Epoch 1650 | loss: 0.0311848 | val_loss: 0.0311821 | Time: 1490.48 ms
[2022-04-11 09:16:23 main:574] : INFO : Epoch 1651 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 1460.18 ms
[2022-04-11 09:16:24 main:574] : INFO : Epoch 1652 | loss: 0.0311815 | val_loss: 0.03118 | Time: 1411.82 ms
[2022-04-11 09:16:26 main:574] : INFO : Epoch 1653 | loss: 0.0311815 | val_loss: 0.0311792 | Time: 1453.35 ms
[2022-04-11 09:16:27 main:574] : INFO : Epoch 1654 | loss: 0.0311824 | val_loss: 0.03118 | Time: 1366.12 ms
[2022-04-11 09:16:29 main:574] : INFO : Epoch 1655 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1526.64 ms
[2022-04-11 09:16:30 main:574] : INFO : Epoch 1656 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 1468.72 ms
[2022-04-11 09:16:32 main:574] : INFO : Epoch 1657 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1532.04 ms
[2022-04-11 09:16:33 main:574] : INFO : Epoch 1658 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 1417.72 ms
[2022-04-11 09:16:35 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 1510.85 ms
[2022-04-11 09:16:36 main:574] : INFO : Epoch 1660 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 1520.22 ms
[2022-04-11 09:16:38 main:574] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1531.57 ms
[2022-04-11 09:16:39 main:574] : INFO : Epoch 1662 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1462.41 ms
[2022-04-11 09:16:41 main:574] : INFO : Epoch 1663 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 1468.33 ms
[2022-04-11 09:16:42 main:574] : INFO : Epoch 1664 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 1547.07 ms
[2022-04-11 09:16:44 main:574] : INFO : Epoch 1665 | loss: 0.0311802 | val_loss: 0.0311798 | Time: 1492.55 ms
[2022-04-11 09:16:45 main:574] : INFO : Epoch 1666 | loss: 0.0311795 | val_loss: 0.031178 | Time: 1532.79 ms
[2022-04-11 09:16:47 main:574] : INFO : Epoch 1667 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 1538.21 ms
[2022-04-11 09:16:48 main:574] : INFO : Epoch 1668 | loss: 0.0311803 | val_loss: 0.0311781 | Time: 1453.73 ms
[2022-04-11 09:16:50 main:574] : INFO : Epoch 1669 | loss: 0.0311794 | val_loss: 0.031178 | Time: 1459.21 ms
[2022-04-11 09:16:51 main:574] : INFO : Epoch 1670 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 1526.68 ms
[2022-04-11 09:16:53 main:574] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.0311778 | Time: 1413.44 ms
[2022-04-11 09:16:54 main:574] : INFO : Epoch 1672 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 1523.77 ms
[2022-04-11 09:16:56 main:574] : INFO : Epoch 1673 | loss: 0.0311805 | val_loss: 0.0311785 | Time: 1480.31 ms
[2022-04-11 09:16:57 main:574] : INFO : Epoch 1674 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 1397.88 ms
[2022-04-11 09:16:59 main:574] : INFO : Epoch 1675 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 1539.8 ms
[2022-04-11 09:17:00 main:574] : INFO : Epoch 1676 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 1416.78 ms
[2022-04-11 09:17:01 main:574] : INFO : Epoch 1677 | loss: 0.0311791 | val_loss: 0.031181 | Time: 1457.2 ms
[2022-04-11 09:17:03 main:574] : INFO : Epoch 1678 | loss: 0.031179 | val_loss: 0.0311776 | Time: 1471.13 ms
[2022-04-11 09:17:04 main:574] : INFO : Epoch 1679 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 1381.14 ms
[2022-04-11 09:17:06 main:574] : INFO : Epoch 1680 | loss: 0.0311814 | val_loss: 0.03118 | Time: 1517.67 ms
[2022-04-11 09:17:07 main:574] : INFO : Epoch 1681 | loss: 0.0311819 | val_loss: 0.0311792 | Time: 1504.87 ms
[2022-04-11 09:17:09 main:574] : INFO : Epoch 1682 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 1452.36 ms
[2022-04-11 09:17:10 main:574] : INFO : Epoch 1683 | loss: 0.0311794 | val_loss: 0.031177 | Time: 1464.85 ms
[2022-04-11 09:17:12 main:574] : INFO : Epoch 1684 | loss: 0.0311794 | val_loss: 0.0311761 | Time: 1429.62 ms
[2022-04-11 09:17:13 main:574] : INFO : Epoch 1685 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 1465.13 ms
[2022-04-11 09:17:15 main:574] : INFO : Epoch 1686 | loss: 0.0311789 | val_loss: 0.0311758 | Time: 1556.87 ms
[2022-04-11 09:17:16 main:574] : INFO : Epoch 1687 | loss: 0.0311786 | val_loss: 0.0311775 | Time: 1506.61 ms
[2022-04-11 09:17:18 main:574] : INFO : Epoch 1688 | loss: 0.0311789 | val_loss: 0.0311767 | Time: 1377.73 ms
[2022-04-11 09:17:19 main:574] : INFO : Epoch 1689 | loss: 0.0311778 | val_loss: 0.0311762 | Time: 1476.53 ms
[2022-04-11 09:17:21 main:574] : INFO : Epoch 1690 | loss: 0.0311776 | val_loss: 0.031178 | Time: 1515.67 ms
[2022-04-11 09:17:22 main:574] : INFO : Epoch 1691 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1523.3 ms
[2022-04-11 09:17:24 main:574] : INFO : Epoch 1692 | loss: 0.0311777 | val_loss: 0.0311751 | Time: 1378.01 ms
[2022-04-11 09:17:25 main:574] : INFO : Epoch 1693 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1478.31 ms
[2022-04-11 09:17:27 main:574] : INFO : Epoch 1694 | loss: 0.0311766 | val_loss: 0.0311752 | Time: 1611.27 ms
[2022-04-11 09:17:28 main:574] : INFO : Epoch 1695 | loss: 0.0311769 | val_loss: 0.0311755 | Time: 1408.61 ms
[2022-04-11 09:17:30 main:574] : INFO : Epoch 1696 | loss: 0.0311799 | val_loss: 0.0311763 | Time: 1459.86 ms
[2022-04-11 09:17:31 main:574] : INFO : Epoch 1697 | loss: 0.0311772 | val_loss: 0.0311735 | Time: 1401.79 ms
[2022-04-11 09:17:32 main:574] : INFO : Epoch 1698 | loss: 0.031177 | val_loss: 0.0311762 | Time: 1361.38 ms
[2022-04-11 09:17:34 main:574] : INFO : Epoch 1699 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 1544.28 ms
[2022-04-11 09:17:35 main:574] : INFO : Epoch 1700 | loss: 0.0311759 | val_loss: 0.0311744 | Time: 1355.49 ms
[2022-04-11 09:17:37 main:574] : INFO : Epoch 1701 | loss: 0.0311775 | val_loss: 0.0311762 | Time: 1486.75 ms
[2022-04-11 09:17:38 main:574] : INFO : Epoch 1702 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 1472.62 ms
[2022-04-11 09:17:40 main:574] : INFO : Epoch 1703 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 1458.93 ms
[2022-04-11 09:17:41 main:574] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.031178 | Time: 1377.26 ms
[2022-04-11 09:17:43 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1479.04 ms
[2022-04-11 09:17:44 main:574] : INFO : Epoch 1706 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1499.1 ms
[2022-04-11 09:17:46 main:574] : INFO : Epoch 1707 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 1537.19 ms
[2022-04-11 09:17:47 main:574] : INFO : Epoch 1708 | loss: 0.031178 | val_loss: 0.0311762 | Time: 1356.57 ms
[2022-04-11 09:17:49 main:574] : INFO : Epoch 1709 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 1434.93 ms
[2022-04-11 09:17:50 main:574] : INFO : Epoch 1710 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 1464.46 ms
[2022-04-11 09:17:51 main:574] : INFO : Epoch 1711 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 1427.75 ms
[2022-04-11 09:17:53 main:574] : INFO : Epoch 1712 | loss: 0.0311849 | val_loss: 0.031182 | Time: 1372.12 ms
[2022-04-11 09:17:54 main:574] : INFO : Epoch 1713 | loss: 0.0311834 | val_loss: 0.0311797 | Time: 1357.27 ms
[2022-04-11 09:17:56 main:574] : INFO : Epoch 1714 | loss: 0.031183 | val_loss: 0.0311859 | Time: 1369.54 ms
[2022-04-11 09:17:57 main:574] : INFO : Epoch 1715 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 1534.11 ms
[2022-04-11 09:17:59 main:574] : INFO : Epoch 1716 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 1516.36 ms
[2022-04-11 09:18:00 main:574] : INFO : Epoch 1717 | loss: 0.0311951 | val_loss: 0.0311895 | Time: 1528.37 ms
[2022-04-11 09:18:02 main:574] : INFO : Epoch 1718 | loss: 0.0312492 | val_loss: 0.0312985 | Time: 1508.06 ms
[2022-04-11 09:18:03 main:574] : INFO : Epoch 1719 | loss: 0.0312618 | val_loss: 0.0312261 | Time: 1469.59 ms
[2022-04-11 09:18:05 main:574] : INFO : Epoch 1720 | loss: 0.0312032 | val_loss: 0.0311919 | Time: 1511.61 ms
[2022-04-11 09:18:06 main:574] : INFO : Epoch 1721 | loss: 0.0311948 | val_loss: 0.0311872 | Time: 1514.82 ms
[2022-04-11 09:18:08 main:574] : INFO : Epoch 1722 | loss: 0.0311906 | val_loss: 0.0311874 | Time: 1465.62 ms
[2022-04-11 09:18:09 main:574] : INFO : Epoch 1723 | loss: 0.0311886 | val_loss: 0.0311852 | Time: 1526.33 ms
[2022-04-11 09:18:11 main:574] : INFO : Epoch 1724 | loss: 0.0311871 | val_loss: 0.0311863 | Time: 1537.09 ms
[2022-04-11 09:18:12 main:574] : INFO : Epoch 1725 | loss: 0.031187 | val_loss: 0.0311871 | Time: 1508.84 ms
[2022-04-11 09:18:14 main:574] : INFO : Epoch 1726 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 1505.39 ms
[2022-04-11 09:18:15 main:574] : INFO : Epoch 1727 | loss: 0.0311868 | val_loss: 0.0311848 | Time: 1477.05 ms
[2022-04-11 09:18:17 main:574] : INFO : Epoch 1728 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 1377.48 ms
[2022-04-11 09:18:18 main:574] : INFO : Epoch 1729 | loss: 0.0311873 | val_loss: 0.0311854 | Time: 1357.58 ms
[2022-04-11 09:18:20 main:574] : INFO : Epoch 1730 | loss: 0.0311862 | val_loss: 0.031185 | Time: 1451.13 ms
[2022-04-11 09:18:21 main:574] : INFO : Epoch 1731 | loss: 0.0311862 | val_loss: 0.0311848 | Time: 1516.92 ms
[2022-04-11 09:18:22 main:574] : INFO : Epoch 1732 | loss: 0.0311851 | val_loss: 0.0311841 | Time: 1372.72 ms
[2022-04-11 09:18:24 main:574] : INFO : Epoch 1733 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1531.07 ms
[2022-04-11 09:18:26 main:574] : INFO : Epoch 1734 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 1510.73 ms
[2022-04-11 09:18:27 main:574] : INFO : Epoch 1735 | loss: 0.031184 | val_loss: 0.0311838 | Time: 1342.53 ms
[2022-04-11 09:18:28 main:574] : INFO : Epoch 1736 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 1357.74 ms
[2022-04-11 09:18:30 main:574] : INFO : Epoch 1737 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1381.51 ms
[2022-04-11 09:18:31 main:574] : INFO : Epoch 1738 | loss: 0.0311824 | val_loss: 0.031183 | Time: 1489.87 ms
[2022-04-11 09:18:33 main:574] : INFO : Epoch 1739 | loss: 0.0311838 | val_loss: 0.0311828 | Time: 1437.24 ms
[2022-04-11 09:18:34 main:574] : INFO : Epoch 1740 | loss: 0.0311839 | val_loss: 0.0311825 | Time: 1455.67 ms
[2022-04-11 09:18:35 main:574] : INFO : Epoch 1741 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 1366.27 ms
[2022-04-11 09:18:37 main:574] : INFO : Epoch 1742 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 1460.1 ms
[2022-04-11 09:18:38 main:574] : INFO : Epoch 1743 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1531.93 ms
[2022-04-11 09:18:40 main:574] : INFO : Epoch 1744 | loss: 0.0311818 | val_loss: 0.0311825 | Time: 1516.42 ms
[2022-04-11 09:18:41 main:574] : INFO : Epoch 1745 | loss: 0.031181 | val_loss: 0.0311822 | Time: 1453.61 ms
[2022-04-11 09:18:43 main:574] : INFO : Epoch 1746 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1430.45 ms
[2022-04-11 09:18:44 main:574] : INFO : Epoch 1747 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 1518.83 ms
[2022-04-11 09:18:46 main:574] : INFO : Epoch 1748 | loss: 0.0311847 | val_loss: 0.031183 | Time: 1501.6 ms
[2022-04-11 09:18:47 main:574] : INFO : Epoch 1749 | loss: 0.0311838 | val_loss: 0.0311846 | Time: 1485.53 ms
[2022-04-11 09:18:49 main:574] : INFO : Epoch 1750 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 1541.42 ms
[2022-04-11 09:18:50 main:574] : INFO : Epoch 1751 | loss: 0.0311829 | val_loss: 0.0311825 | Time: 1488.26 ms
[2022-04-11 09:18:52 main:574] : INFO : Epoch 1752 | loss: 0.0311817 | val_loss: 0.0311815 | Time: 1491.79 ms
[2022-04-11 09:18:53 main:574] : INFO : Epoch 1753 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 1397.97 ms
[2022-04-11 09:18:55 main:574] : INFO : Epoch 1754 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 1465.67 ms
[2022-04-11 09:18:56 main:574] : INFO : Epoch 1755 | loss: 0.03118 | val_loss: 0.031181 | Time: 1361.78 ms
[2022-04-11 09:18:58 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 1489.69 ms
[2022-04-11 09:18:59 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1500.04 ms
[2022-04-11 09:19:01 main:574] : INFO : Epoch 1758 | loss: 0.0311806 | val_loss: 0.0311843 | Time: 1488.3 ms
[2022-04-11 09:19:02 main:574] : INFO : Epoch 1759 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 1474.97 ms
[2022-04-11 09:19:04 main:574] : INFO : Epoch 1760 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 1537.91 ms
[2022-04-11 09:19:05 main:574] : INFO : Epoch 1761 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 1521.33 ms
[2022-04-11 09:19:07 main:574] : INFO : Epoch 1762 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 1466.12 ms
[2022-04-11 09:19:08 main:574] : INFO : Epoch 1763 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 1508.61 ms
[2022-04-11 09:19:10 main:574] : INFO : Epoch 1764 | loss: 0.0311805 | val_loss: 0.031183 | Time: 1416.74 ms
[2022-04-11 09:19:11 main:574] : INFO : Epoch 1765 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1544.1 ms
[2022-04-11 09:19:13 main:574] : INFO : Epoch 1766 | loss: 0.0311872 | val_loss: 0.0311829 | Time: 1537.99 ms
[2022-04-11 09:19:14 main:574] : INFO : Epoch 1767 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 1347.86 ms
[2022-04-11 09:19:16 main:574] : INFO : Epoch 1768 | loss: 0.0311854 | val_loss: 0.0311844 | Time: 1459.7 ms
[2022-04-11 09:19:17 main:574] : INFO : Epoch 1769 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 1466.12 ms
[2022-04-11 09:19:19 main:574] : INFO : Epoch 1770 | loss: 0.0311865 | val_loss: 0.0311828 | Time: 1489.59 ms
[2022-04-11 09:19:20 main:574] : INFO : Epoch 1771 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 1389.28 ms
[2022-04-11 09:19:22 main:574] : INFO : Epoch 1772 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1544.71 ms
[2022-04-11 09:19:23 main:574] : INFO : Epoch 1773 | loss: 0.0311857 | val_loss: 0.0311871 | Time: 1389.94 ms
[2022-04-11 09:19:25 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.031184 | Time: 1560.49 ms
[2022-04-11 09:19:26 main:574] : INFO : Epoch 1775 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1517.24 ms
[2022-04-11 09:19:28 main:574] : INFO : Epoch 1776 | loss: 0.031182 | val_loss: 0.031181 | Time: 1526.22 ms
[2022-04-11 09:19:29 main:574] : INFO : Epoch 1777 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 1601.67 ms
[2022-04-11 09:19:31 main:574] : INFO : Epoch 1778 | loss: 0.0311831 | val_loss: 0.0311842 | Time: 1479.31 ms
[2022-04-11 09:19:32 main:574] : INFO : Epoch 1779 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 1529.19 ms
[2022-04-11 09:19:34 main:574] : INFO : Epoch 1780 | loss: 0.0311824 | val_loss: 0.031182 | Time: 1385.22 ms
[2022-04-11 09:19:35 main:574] : INFO : Epoch 1781 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 1566.14 ms
[2022-04-11 09:19:37 main:574] : INFO : Epoch 1782 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1574.2 ms
[2022-04-11 09:19:38 main:574] : INFO : Epoch 1783 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 1477.47 ms
[2022-04-11 09:19:40 main:574] : INFO : Epoch 1784 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 1383.2 ms
[2022-04-11 09:19:41 main:574] : INFO : Epoch 1785 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 1508.92 ms
[2022-04-11 09:19:43 main:574] : INFO : Epoch 1786 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1463.04 ms
[2022-04-11 09:19:44 main:574] : INFO : Epoch 1787 | loss: 0.0311828 | val_loss: 0.0311803 | Time: 1496.46 ms
[2022-04-11 09:19:46 main:574] : INFO : Epoch 1788 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 1489.06 ms
[2022-04-11 09:19:47 main:574] : INFO : Epoch 1789 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1502.42 ms
[2022-04-11 09:19:49 main:574] : INFO : Epoch 1790 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 1383.09 ms
[2022-04-11 09:19:50 main:574] : INFO : Epoch 1791 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1470.54 ms
[2022-04-11 09:19:51 main:574] : INFO : Epoch 1792 | loss: 0.0311786 | val_loss: 0.031181 | Time: 1371.43 ms
[2022-04-11 09:19:53 main:574] : INFO : Epoch 1793 | loss: 0.0311782 | val_loss: 0.0311784 | Time: 1354.63 ms
[2022-04-11 09:19:54 main:574] : INFO : Epoch 1794 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 1453.62 ms
[2022-04-11 09:19:56 main:574] : INFO : Epoch 1795 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 1525.49 ms
[2022-04-11 09:19:57 main:574] : INFO : Epoch 1796 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 1489.03 ms
[2022-04-11 09:19:59 main:574] : INFO : Epoch 1797 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1342.74 ms
[2022-04-11 09:20:00 main:574] : INFO : Epoch 1798 | loss: 0.031179 | val_loss: 0.0311778 | Time: 1390.17 ms
[2022-04-11 09:20:01 main:574] : INFO : Epoch 1799 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 1361.3 ms
[2022-04-11 09:20:03 main:574] : INFO : Epoch 1800 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1503.41 ms
[2022-04-11 09:20:04 main:574] : INFO : Epoch 1801 | loss: 0.0311778 | val_loss: 0.0311773 | Time: 1556.22 ms
[2022-04-11 09:20:06 main:574] : INFO : Epoch 1802 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 1576.22 ms
[2022-04-11 09:20:07 main:574] : INFO : Epoch 1803 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1358.26 ms
[2022-04-11 09:20:09 main:574] : INFO : Epoch 1804 | loss: 0.031176 | val_loss: 0.0311772 | Time: 1479.36 ms
[2022-04-11 09:20:10 main:574] : INFO : Epoch 1805 | loss: 0.0311763 | val_loss: 0.031177 | Time: 1349.74 ms
[2022-04-11 09:20:12 main:574] : INFO : Epoch 1806 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 1340.46 ms
[2022-04-11 09:20:13 main:574] : INFO : Epoch 1807 | loss: 0.031179 | val_loss: 0.0311798 | Time: 1410.96 ms
[2022-04-11 09:20:15 main:574] : INFO : Epoch 1808 | loss: 0.0311781 | val_loss: 0.0311778 | Time: 1424.21 ms
[2022-04-11 09:20:16 main:574] : INFO : Epoch 1809 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 1471.06 ms
[2022-04-11 09:20:18 main:574] : INFO : Epoch 1810 | loss: 0.0311772 | val_loss: 0.0311749 | Time: 1530.45 ms
[2022-04-11 09:20:19 main:574] : INFO : Epoch 1811 | loss: 0.0311766 | val_loss: 0.0311756 | Time: 1381.08 ms
[2022-04-11 09:20:20 main:574] : INFO : Epoch 1812 | loss: 0.0311798 | val_loss: 0.0311889 | Time: 1485.84 ms
[2022-04-11 09:20:22 main:574] : INFO : Epoch 1813 | loss: 0.0311828 | val_loss: 0.0311814 | Time: 1503.57 ms
[2022-04-11 09:20:23 main:574] : INFO : Epoch 1814 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 1434.22 ms
[2022-04-11 09:20:25 main:574] : INFO : Epoch 1815 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 1366.74 ms
[2022-04-11 09:20:26 main:574] : INFO : Epoch 1816 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 1510.94 ms
[2022-04-11 09:20:28 main:574] : INFO : Epoch 1817 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 1548.63 ms
[2022-04-11 09:20:29 main:574] : INFO : Epoch 1818 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 1499.22 ms
[2022-04-11 09:20:31 main:574] : INFO : Epoch 1819 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 1374.58 ms
[2022-04-11 09:20:32 main:574] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.0311753 | Time: 1505.68 ms
[2022-04-11 09:20:34 main:574] : INFO : Epoch 1821 | loss: 0.0311758 | val_loss: 0.0311761 | Time: 1487.4 ms
[2022-04-11 09:20:35 main:574] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 1402.79 ms
[2022-04-11 09:20:37 main:574] : INFO : Epoch 1823 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1528.89 ms
[2022-04-11 09:20:38 main:574] : INFO : Epoch 1824 | loss: 0.0311751 | val_loss: 0.031175 | Time: 1362.07 ms
[2022-04-11 09:20:39 main:574] : INFO : Epoch 1825 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 1412.47 ms
[2022-04-11 09:20:41 main:574] : INFO : Epoch 1826 | loss: 0.0311773 | val_loss: 0.031175 | Time: 1420.75 ms
[2022-04-11 09:20:42 main:574] : INFO : Epoch 1827 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1505.37 ms
[2022-04-11 09:20:44 main:574] : INFO : Epoch 1828 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 1528.03 ms
[2022-04-11 09:20:45 main:574] : INFO : Epoch 1829 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 1337.66 ms
[2022-04-11 09:20:47 main:574] : INFO : Epoch 1830 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1479.2 ms
[2022-04-11 09:20:48 main:574] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311761 | Time: 1438.28 ms
[2022-04-11 09:20:50 main:574] : INFO : Epoch 1832 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1591.93 ms
[2022-04-11 09:20:52 main:574] : INFO : Epoch 1833 | loss: 0.0312242 | val_loss: 0.0312602 | Time: 1687.36 ms
[2022-04-11 09:20:53 main:574] : INFO : Epoch 1834 | loss: 0.0312056 | val_loss: 0.0311852 | Time: 1440.01 ms
[2022-04-11 09:20:55 main:574] : INFO : Epoch 1835 | loss: 0.0311951 | val_loss: 0.031188 | Time: 1531.7 ms
[2022-04-11 09:20:56 main:574] : INFO : Epoch 1836 | loss: 0.0311878 | val_loss: 0.0311793 | Time: 1382.92 ms
[2022-04-11 09:20:57 main:574] : INFO : Epoch 1837 | loss: 0.0311814 | val_loss: 0.0311775 | Time: 1476.58 ms
[2022-04-11 09:20:59 main:574] : INFO : Epoch 1838 | loss: 0.0311808 | val_loss: 0.031186 | Time: 1358.47 ms
[2022-04-11 09:21:00 main:574] : INFO : Epoch 1839 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 1410.12 ms
[2022-04-11 09:21:02 main:574] : INFO : Epoch 1840 | loss: 0.0311784 | val_loss: 0.0311759 | Time: 1432.95 ms
[2022-04-11 09:21:03 main:574] : INFO : Epoch 1841 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1566.11 ms
[2022-04-11 09:21:05 main:574] : INFO : Epoch 1842 | loss: 0.031175 | val_loss: 0.0311755 | Time: 1517.46 ms
[2022-04-11 09:21:06 main:574] : INFO : Epoch 1843 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1439.78 ms
[2022-04-11 09:21:08 main:574] : INFO : Epoch 1844 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 1436.71 ms
[2022-04-11 09:21:09 main:574] : INFO : Epoch 1845 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 1476.87 ms
[2022-04-11 09:21:11 main:574] : INFO : Epoch 1846 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 1411.04 ms
[2022-04-11 09:21:12 main:574] : INFO : Epoch 1847 | loss: 0.031176 | val_loss: 0.0311769 | Time: 1362.6 ms
[2022-04-11 09:21:13 main:574] : INFO : Epoch 1848 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 1477.18 ms
[2022-04-11 09:21:15 main:574] : INFO : Epoch 1849 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1566.76 ms
[2022-04-11 09:21:16 main:574] : INFO : Epoch 1850 | loss: 0.0311796 | val_loss: 0.0311785 | Time: 1504.64 ms
[2022-04-11 09:21:18 main:574] : INFO : Epoch 1851 | loss: 0.031179 | val_loss: 0.0311796 | Time: 1511.15 ms
[2022-04-11 09:21:19 main:574] : INFO : Epoch 1852 | loss: 0.0311799 | val_loss: 0.031178 | Time: 1382.65 ms
[2022-04-11 09:21:21 main:574] : INFO : Epoch 1853 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 1573.33 ms
[2022-04-11 09:21:22 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1351.24 ms
[2022-04-11 09:21:24 main:574] : INFO : Epoch 1855 | loss: 0.031179 | val_loss: 0.0311822 | Time: 1392.75 ms
[2022-04-11 09:21:25 main:574] : INFO : Epoch 1856 | loss: 0.031177 | val_loss: 0.0311755 | Time: 1495.01 ms
[2022-04-11 09:21:27 main:574] : INFO : Epoch 1857 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 1487.06 ms
[2022-04-11 09:21:28 main:574] : INFO : Epoch 1858 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 1466.97 ms
[2022-04-11 09:21:30 main:574] : INFO : Epoch 1859 | loss: 0.031176 | val_loss: 0.0311755 | Time: 1517.02 ms
[2022-04-11 09:21:31 main:574] : INFO : Epoch 1860 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 1353.2 ms
[2022-04-11 09:21:33 main:574] : INFO : Epoch 1861 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 1385.23 ms
[2022-04-11 09:21:34 main:574] : INFO : Epoch 1862 | loss: 0.0311757 | val_loss: 0.031176 | Time: 1471.05 ms
[2022-04-11 09:21:35 main:574] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311746 | Time: 1441.02 ms
[2022-04-11 09:21:37 main:574] : INFO : Epoch 1864 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 1383.36 ms
[2022-04-11 09:21:38 main:574] : INFO : Epoch 1865 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1354.7 ms
[2022-04-11 09:21:40 main:574] : INFO : Epoch 1866 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 1553.03 ms
[2022-04-11 09:21:41 main:574] : INFO : Epoch 1867 | loss: 0.031174 | val_loss: 0.0311743 | Time: 1356.55 ms
[2022-04-11 09:21:43 main:574] : INFO : Epoch 1868 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1491.22 ms
[2022-04-11 09:21:44 main:574] : INFO : Epoch 1869 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 1536.21 ms
[2022-04-11 09:21:46 main:574] : INFO : Epoch 1870 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1465.64 ms
[2022-04-11 09:21:47 main:574] : INFO : Epoch 1871 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 1478.96 ms
[2022-04-11 09:21:49 main:574] : INFO : Epoch 1872 | loss: 0.0311761 | val_loss: 0.031177 | Time: 1453.08 ms
[2022-04-11 09:21:50 main:574] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1467.47 ms
[2022-04-11 09:21:52 main:574] : INFO : Epoch 1874 | loss: 0.0311837 | val_loss: 0.0311801 | Time: 1553.66 ms
[2022-04-11 09:21:53 main:574] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311779 | Time: 1430.66 ms
[2022-04-11 09:21:54 main:574] : INFO : Epoch 1876 | loss: 0.0311772 | val_loss: 0.0311756 | Time: 1405.69 ms
[2022-04-11 09:21:56 main:574] : INFO : Epoch 1877 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1509.11 ms
[2022-04-11 09:21:57 main:574] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 1504.44 ms
[2022-04-11 09:21:59 main:574] : INFO : Epoch 1879 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 1356.52 ms
[2022-04-11 09:22:00 main:574] : INFO : Epoch 1880 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1486.98 ms
[2022-04-11 09:22:02 main:574] : INFO : Epoch 1881 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 1541.86 ms
[2022-04-11 09:22:03 main:574] : INFO : Epoch 1882 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1367.44 ms
[2022-04-11 09:22:05 main:574] : INFO : Epoch 1883 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1461.56 ms
[2022-04-11 09:22:06 main:574] : INFO : Epoch 1884 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 1507.25 ms
[2022-04-11 09:22:08 main:574] : INFO : Epoch 1885 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 1472.46 ms
[2022-04-11 09:22:09 main:574] : INFO : Epoch 1886 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 1520.27 ms
[2022-04-11 09:22:11 main:574] : INFO : Epoch 1887 | loss: 0.031175 | val_loss: 0.0311778 | Time: 1394.16 ms
[2022-04-11 09:22:12 main:574] : INFO : Epoch 1888 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1529.15 ms
[2022-04-11 09:22:14 main:574] : INFO : Epoch 1889 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 1519.61 ms
[2022-04-11 09:22:15 main:574] : INFO : Epoch 1890 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 1485.04 ms
[2022-04-11 09:22:17 main:574] : INFO : Epoch 1891 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1513.68 ms
[2022-04-11 09:22:18 main:574] : INFO : Epoch 1892 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 1495.46 ms
[2022-04-11 09:22:20 main:574] : INFO : Epoch 1893 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1552.89 ms
[2022-04-11 09:22:21 main:574] : INFO : Epoch 1894 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 1506.68 ms
[2022-04-11 09:22:23 main:574] : INFO : Epoch 1895 | loss: 0.0311748 | val_loss: 0.0311762 | Time: 1484.03 ms
[2022-04-11 09:22:24 main:574] : INFO : Epoch 1896 | loss: 0.0311739 | val_loss: 0.0311857 | Time: 1361.34 ms
[2022-04-11 09:22:26 main:574] : INFO : Epoch 1897 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 1369.49 ms
[2022-04-11 09:22:27 main:574] : INFO : Epoch 1898 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1428.91 ms
[2022-04-11 09:22:28 main:574] : INFO : Epoch 1899 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1399.56 ms
[2022-04-11 09:22:30 main:574] : INFO : Epoch 1900 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1504.68 ms
[2022-04-11 09:22:32 main:574] : INFO : Epoch 1901 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 1513.81 ms
[2022-04-11 09:22:33 main:574] : INFO : Epoch 1902 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 1507.93 ms
[2022-04-11 09:22:35 main:574] : INFO : Epoch 1903 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 1563.44 ms
[2022-04-11 09:22:36 main:574] : INFO : Epoch 1904 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 1386.14 ms
[2022-04-11 09:22:37 main:574] : INFO : Epoch 1905 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 1491 ms
[2022-04-11 09:22:39 main:574] : INFO : Epoch 1906 | loss: 0.031172 | val_loss: 0.031175 | Time: 1540.38 ms
[2022-04-11 09:22:41 main:574] : INFO : Epoch 1907 | loss: 0.0311713 | val_loss: 0.031176 | Time: 1544.17 ms
[2022-04-11 09:22:42 main:574] : INFO : Epoch 1908 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1464.35 ms
[2022-04-11 09:22:44 main:574] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1515.41 ms
[2022-04-11 09:22:45 main:574] : INFO : Epoch 1910 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 1443.4 ms
[2022-04-11 09:22:47 main:574] : INFO : Epoch 1911 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1515.21 ms
[2022-04-11 09:22:48 main:574] : INFO : Epoch 1912 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 1532.85 ms
[2022-04-11 09:22:50 main:574] : INFO : Epoch 1913 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 1373.78 ms
[2022-04-11 09:22:51 main:574] : INFO : Epoch 1914 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1414.76 ms
[2022-04-11 09:22:52 main:574] : INFO : Epoch 1915 | loss: 0.031173 | val_loss: 0.0311758 | Time: 1493.79 ms
[2022-04-11 09:22:54 main:574] : INFO : Epoch 1916 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1470.24 ms
[2022-04-11 09:22:55 main:574] : INFO : Epoch 1917 | loss: 0.031175 | val_loss: 0.0311746 | Time: 1530.54 ms
[2022-04-11 09:22:57 main:574] : INFO : Epoch 1918 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1501.6 ms
[2022-04-11 09:22:58 main:574] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 1453.23 ms
[2022-04-11 09:23:00 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 1471.85 ms
[2022-04-11 09:23:01 main:574] : INFO : Epoch 1921 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 1514.27 ms
[2022-04-11 09:23:03 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1515.65 ms
[2022-04-11 09:23:05 main:574] : INFO : Epoch 1923 | loss: 0.031174 | val_loss: 0.0311783 | Time: 1503.62 ms
[2022-04-11 09:23:06 main:574] : INFO : Epoch 1924 | loss: 0.031175 | val_loss: 0.0311758 | Time: 1421.73 ms
[2022-04-11 09:23:07 main:574] : INFO : Epoch 1925 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 1509.47 ms
[2022-04-11 09:23:09 main:574] : INFO : Epoch 1926 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1343.47 ms
[2022-04-11 09:23:10 main:574] : INFO : Epoch 1927 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1365.91 ms
[2022-04-11 09:23:12 main:574] : INFO : Epoch 1928 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1515.9 ms
[2022-04-11 09:23:13 main:574] : INFO : Epoch 1929 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 1478.04 ms
[2022-04-11 09:23:15 main:574] : INFO : Epoch 1930 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 1557.91 ms
[2022-04-11 09:23:16 main:574] : INFO : Epoch 1931 | loss: 0.0311787 | val_loss: 0.0311764 | Time: 1432.83 ms
[2022-04-11 09:23:18 main:574] : INFO : Epoch 1932 | loss: 0.0311765 | val_loss: 0.0311744 | Time: 1560.4 ms
[2022-04-11 09:23:19 main:574] : INFO : Epoch 1933 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1521.27 ms
[2022-04-11 09:23:21 main:574] : INFO : Epoch 1934 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1542.85 ms
[2022-04-11 09:23:22 main:574] : INFO : Epoch 1935 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 1370.81 ms
[2022-04-11 09:23:24 main:574] : INFO : Epoch 1936 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 1364.15 ms
[2022-04-11 09:23:25 main:574] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.0311752 | Time: 1459.11 ms
[2022-04-11 09:23:27 main:574] : INFO : Epoch 1938 | loss: 0.0311788 | val_loss: 0.0311761 | Time: 1588.62 ms
[2022-04-11 09:23:28 main:574] : INFO : Epoch 1939 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 1484.09 ms
[2022-04-11 09:23:30 main:574] : INFO : Epoch 1940 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1477.43 ms
[2022-04-11 09:23:31 main:574] : INFO : Epoch 1941 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1524.8 ms
[2022-04-11 09:23:33 main:574] : INFO : Epoch 1942 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 1505.92 ms
[2022-04-11 09:23:34 main:574] : INFO : Epoch 1943 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 1507.21 ms
[2022-04-11 09:23:36 main:574] : INFO : Epoch 1944 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 1465.65 ms
[2022-04-11 09:23:37 main:574] : INFO : Epoch 1945 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1515.66 ms
[2022-04-11 09:23:39 main:574] : INFO : Epoch 1946 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1368.55 ms
[2022-04-11 09:23:40 main:574] : INFO : Epoch 1947 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 1439.76 ms
[2022-04-11 09:23:41 main:574] : INFO : Epoch 1948 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 1425.79 ms
[2022-04-11 09:23:43 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1387.01 ms
[2022-04-11 09:23:44 main:574] : INFO : Epoch 1950 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 1512.96 ms
[2022-04-11 09:23:46 main:574] : INFO : Epoch 1951 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1416.49 ms
[2022-04-11 09:23:47 main:574] : INFO : Epoch 1952 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 1608.54 ms
[2022-04-11 09:23:49 main:574] : INFO : Epoch 1953 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1486.3 ms
[2022-04-11 09:23:50 main:574] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1497.5 ms
[2022-04-11 09:23:52 main:574] : INFO : Epoch 1955 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1457.1 ms
[2022-04-11 09:23:53 main:574] : INFO : Epoch 1956 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1440.21 ms
[2022-04-11 09:23:55 main:574] : INFO : Epoch 1957 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 1492.47 ms
[2022-04-11 09:23:56 main:574] : INFO : Epoch 1958 | loss: 0.031174 | val_loss: 0.0311751 | Time: 1495.13 ms
[2022-04-11 09:23:58 main:574] : INFO : Epoch 1959 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 1644.04 ms
[2022-04-11 09:23:59 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1371.13 ms
[2022-04-11 09:24:01 main:574] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1501.61 ms
[2022-04-11 09:24:02 main:574] : INFO : Epoch 1962 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1521.24 ms
[2022-04-11 09:24:04 main:574] : INFO : Epoch 1963 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1557.72 ms
[2022-04-11 09:24:05 main:574] : INFO : Epoch 1964 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 1381.51 ms
[2022-04-11 09:24:07 main:574] : INFO : Epoch 1965 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 1479.58 ms
[2022-04-11 09:24:08 main:574] : INFO : Epoch 1966 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 1357.27 ms
[2022-04-11 09:24:10 main:574] : INFO : Epoch 1967 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1487.31 ms
[2022-04-11 09:24:11 main:574] : INFO : Epoch 1968 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 1480.1 ms
[2022-04-11 09:24:13 main:574] : INFO : Epoch 1969 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 1510.72 ms
[2022-04-11 09:24:14 main:574] : INFO : Epoch 1970 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1417.94 ms
[2022-04-11 09:24:16 main:574] : INFO : Epoch 1971 | loss: 0.0311718 | val_loss: 0.0311735 | Time: 1487.79 ms
[2022-04-11 09:24:17 main:574] : INFO : Epoch 1972 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 1339.43 ms
[2022-04-11 09:24:19 main:574] : INFO : Epoch 1973 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 1531.22 ms
[2022-04-11 09:24:20 main:574] : INFO : Epoch 1974 | loss: 0.031172 | val_loss: 0.0311748 | Time: 1514.82 ms
[2022-04-11 09:24:22 main:574] : INFO : Epoch 1975 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 1502.31 ms
[2022-04-11 09:24:23 main:574] : INFO : Epoch 1976 | loss: 0.031173 | val_loss: 0.0311783 | Time: 1565.29 ms
[2022-04-11 09:24:25 main:574] : INFO : Epoch 1977 | loss: 0.0311756 | val_loss: 0.031182 | Time: 1455.1 ms
[2022-04-11 09:24:26 main:574] : INFO : Epoch 1978 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 1466.01 ms
[2022-04-11 09:24:28 main:574] : INFO : Epoch 1979 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1453.73 ms
[2022-04-11 09:24:29 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 1384.73 ms
[2022-04-11 09:24:30 main:574] : INFO : Epoch 1981 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 1421.06 ms
[2022-04-11 09:24:32 main:574] : INFO : Epoch 1982 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 1493.74 ms
[2022-04-11 09:24:33 main:574] : INFO : Epoch 1983 | loss: 0.0311693 | val_loss: 0.031174 | Time: 1366.37 ms
[2022-04-11 09:24:35 main:574] : INFO : Epoch 1984 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 1529.59 ms
[2022-04-11 09:24:36 main:574] : INFO : Epoch 1985 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 1529.98 ms
[2022-04-11 09:24:38 main:574] : INFO : Epoch 1986 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1512.14 ms
[2022-04-11 09:24:39 main:574] : INFO : Epoch 1987 | loss: 0.031171 | val_loss: 0.0311727 | Time: 1458.34 ms
[2022-04-11 09:24:41 main:574] : INFO : Epoch 1988 | loss: 0.031169 | val_loss: 0.0311751 | Time: 1355.09 ms
[2022-04-11 09:24:42 main:574] : INFO : Epoch 1989 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 1360.81 ms
[2022-04-11 09:24:43 main:574] : INFO : Epoch 1990 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1393.95 ms
[2022-04-11 09:24:45 main:574] : INFO : Epoch 1991 | loss: 0.0311738 | val_loss: 0.0311754 | Time: 1491.9 ms
[2022-04-11 09:24:46 main:574] : INFO : Epoch 1992 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 1360.59 ms
[2022-04-11 09:24:48 main:574] : INFO : Epoch 1993 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 1411.46 ms
[2022-04-11 09:24:49 main:574] : INFO : Epoch 1994 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1476.36 ms
[2022-04-11 09:24:51 main:574] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 1371.1 ms
[2022-04-11 09:24:52 main:574] : INFO : Epoch 1996 | loss: 0.031173 | val_loss: 0.031175 | Time: 1487.47 ms
[2022-04-11 09:24:54 main:574] : INFO : Epoch 1997 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 1464.99 ms
[2022-04-11 09:24:55 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 1530.14 ms
[2022-04-11 09:24:57 main:574] : INFO : Epoch 1999 | loss: 0.0311703 | val_loss: 0.031175 | Time: 1542.52 ms
[2022-04-11 09:24:58 main:574] : INFO : Epoch 2000 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1514.76 ms
[2022-04-11 09:25:00 main:574] : INFO : Epoch 2001 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 1400.16 ms
[2022-04-11 09:25:01 main:574] : INFO : Epoch 2002 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 1500.49 ms
[2022-04-11 09:25:02 main:574] : INFO : Epoch 2003 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 1366.91 ms
[2022-04-11 09:25:04 main:574] : INFO : Epoch 2004 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 1404.24 ms
[2022-04-11 09:25:05 main:574] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1347.87 ms
[2022-04-11 09:25:07 main:574] : INFO : Epoch 2006 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1536.9 ms
[2022-04-11 09:25:08 main:574] : INFO : Epoch 2007 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 1553.31 ms
[2022-04-11 09:25:10 main:574] : INFO : Epoch 2008 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 1367.36 ms
[2022-04-11 09:25:11 main:574] : INFO : Epoch 2009 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1504.5 ms
[2022-04-11 09:25:13 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311751 | Time: 1509.17 ms
[2022-04-11 09:25:14 main:574] : INFO : Epoch 2011 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 1348.71 ms
[2022-04-11 09:25:16 main:574] : INFO : Epoch 2012 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 1541.51 ms
[2022-04-11 09:25:17 main:574] : INFO : Epoch 2013 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 1366.89 ms
[2022-04-11 09:25:19 main:574] : INFO : Epoch 2014 | loss: 0.0311685 | val_loss: 0.031174 | Time: 1533.86 ms
[2022-04-11 09:25:20 main:574] : INFO : Epoch 2015 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 1408.46 ms
[2022-04-11 09:25:21 main:574] : INFO : Epoch 2016 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1352.27 ms
[2022-04-11 09:25:23 main:574] : INFO : Epoch 2017 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1527.28 ms
[2022-04-11 09:25:24 main:574] : INFO : Epoch 2018 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1444.95 ms
[2022-04-11 09:25:26 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.031179 | Time: 1475.17 ms
[2022-04-11 09:25:27 main:574] : INFO : Epoch 2020 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1395.5 ms
[2022-04-11 09:25:29 main:574] : INFO : Epoch 2021 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 1391.17 ms
[2022-04-11 09:25:30 main:574] : INFO : Epoch 2022 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1500.25 ms
[2022-04-11 09:25:31 main:574] : INFO : Epoch 2023 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 1352.09 ms
[2022-04-11 09:25:33 main:574] : INFO : Epoch 2024 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1349.37 ms
[2022-04-11 09:25:34 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1475.15 ms
[2022-04-11 09:25:36 main:574] : INFO : Epoch 2026 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1348.22 ms
[2022-04-11 09:25:37 main:574] : INFO : Epoch 2027 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1439.31 ms
[2022-04-11 09:25:39 main:574] : INFO : Epoch 2028 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1527.49 ms
[2022-04-11 09:25:40 main:574] : INFO : Epoch 2029 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1473.84 ms
[2022-04-11 09:25:42 main:574] : INFO : Epoch 2030 | loss: 0.031175 | val_loss: 0.0311739 | Time: 1393.93 ms
[2022-04-11 09:25:43 main:574] : INFO : Epoch 2031 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1402.72 ms
[2022-04-11 09:25:44 main:574] : INFO : Epoch 2032 | loss: 0.0311746 | val_loss: 0.031175 | Time: 1464.2 ms
[2022-04-11 09:25:46 main:574] : INFO : Epoch 2033 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1493.13 ms
[2022-04-11 09:25:47 main:574] : INFO : Epoch 2034 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 1447.05 ms
[2022-04-11 09:25:49 main:574] : INFO : Epoch 2035 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 1525.35 ms
[2022-04-11 09:25:50 main:574] : INFO : Epoch 2036 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 1432.42 ms
[2022-04-11 09:25:52 main:574] : INFO : Epoch 2037 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1520.43 ms
[2022-04-11 09:25:53 main:574] : INFO : Epoch 2038 | loss: 0.0311695 | val_loss: 0.031171 | Time: 1518.72 ms
[2022-04-11 09:25:55 main:574] : INFO : Epoch 2039 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1481.82 ms
[2022-04-11 09:25:56 main:574] : INFO : Epoch 2040 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 1503 ms
[2022-04-11 09:25:58 main:574] : INFO : Epoch 2041 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 1544.77 ms
[2022-04-11 09:26:00 main:574] : INFO : Epoch 2042 | loss: 0.0311691 | val_loss: 0.031173 | Time: 1542.46 ms
[2022-04-11 09:26:01 main:574] : INFO : Epoch 2043 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 1495.16 ms
[2022-04-11 09:26:03 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1490.5 ms
[2022-04-11 09:26:04 main:574] : INFO : Epoch 2045 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 1506.67 ms
[2022-04-11 09:26:06 main:574] : INFO : Epoch 2046 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 1494.92 ms
[2022-04-11 09:26:07 main:574] : INFO : Epoch 2047 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 1454.75 ms
[2022-04-11 09:26:09 main:574] : INFO : Epoch 2048 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 1528.38 ms
[2022-04-11 09:26:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311798
[2022-04-11 09:26:09 main:603] : INFO : Saving end state to config to file
[2022-04-11 09:26:09 main:608] : INFO : Success, exiting..
09:26:09 (5076): 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)