Task 13817782
| Name | ParityModified-1645995912-28433-3-0_0 |
| Workunit | 10899746 |
| Created | 26 Mar 2022, 20:55:48 UTC |
| Sent | 1 Apr 2022, 7:12:51 UTC |
| Report deadline | 9 Apr 2022, 7:12:51 UTC |
| Received | 1 Apr 2022, 11:08:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 49 min 55 sec |
| CPU time | 49 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 1465.66 ms [2022-04-01 11:44:56 main:574] : INFO : Epoch 1543 | loss: 0.0311669 | val_loss: 0.0311757 | Time: 1406.77 ms [2022-04-01 11:44:58 main:574] : INFO : Epoch 1544 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1452.89 ms [2022-04-01 11:44:59 main:574] : INFO : Epoch 1545 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1416.09 ms [2022-04-01 11:45:01 main:574] : INFO : Epoch 1546 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1409.32 ms [2022-04-01 11:45:02 main:574] : INFO : Epoch 1547 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 1375.33 ms [2022-04-01 11:45:03 main:574] : INFO : Epoch 1548 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1418.14 ms [2022-04-01 11:45:05 main:574] : INFO : Epoch 1549 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 1391.27 ms [2022-04-01 11:45:06 main:574] : INFO : Epoch 1550 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 1414.1 ms [2022-04-01 11:45:08 main:574] : INFO : Epoch 1551 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 1462.48 ms [2022-04-01 11:45:09 main:574] : INFO : Epoch 1552 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1493.71 ms [2022-04-01 11:45:11 main:574] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 1450.86 ms [2022-04-01 11:45:12 main:574] : INFO : Epoch 1554 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 1384.3 ms [2022-04-01 11:45:14 main:574] : INFO : Epoch 1555 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 1425.05 ms [2022-04-01 11:45:15 main:574] : INFO : Epoch 1556 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 1471.64 ms [2022-04-01 11:45:16 main:574] : INFO : Epoch 1557 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1434.77 ms [2022-04-01 11:45:18 main:574] : INFO : Epoch 1558 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 1463.56 ms [2022-04-01 11:45:19 main:574] : INFO : Epoch 1559 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 1382.8 ms [2022-04-01 11:45:21 main:574] : INFO : Epoch 1560 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 1445.27 ms [2022-04-01 11:45:22 main:574] : INFO : Epoch 1561 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 1416.13 ms [2022-04-01 11:45:24 main:574] : INFO : Epoch 1562 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1390 ms [2022-04-01 11:45:25 main:574] : INFO : Epoch 1563 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1424.32 ms [2022-04-01 11:45:26 main:574] : INFO : Epoch 1564 | loss: 0.0311715 | val_loss: 0.031174 | Time: 1410.34 ms [2022-04-01 11:45:28 main:574] : INFO : Epoch 1565 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 1477.13 ms [2022-04-01 11:45:29 main:574] : INFO : Epoch 1566 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 1396.24 ms [2022-04-01 11:45:31 main:574] : INFO : Epoch 1567 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 1373.44 ms [2022-04-01 11:45:32 main:574] : INFO : Epoch 1568 | loss: 0.031171 | val_loss: 0.0311754 | Time: 1405.2 ms [2022-04-01 11:45:33 main:574] : INFO : Epoch 1569 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1404.56 ms [2022-04-01 11:45:35 main:574] : INFO : Epoch 1570 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 1389.13 ms [2022-04-01 11:45:36 main:574] : INFO : Epoch 1571 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 1495.53 ms [2022-04-01 11:45:38 main:574] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1363.56 ms [2022-04-01 11:45:39 main:574] : INFO : Epoch 1573 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 1419.84 ms [2022-04-01 11:45:41 main:574] : INFO : Epoch 1574 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 1507.8 ms [2022-04-01 11:45:42 main:574] : INFO : Epoch 1575 | loss: 0.0311781 | val_loss: 0.031182 | Time: 1493.23 ms [2022-04-01 11:45:44 main:574] : INFO : Epoch 1576 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 1469.08 ms [2022-04-01 11:45:45 main:574] : INFO : Epoch 1577 | loss: 0.0311791 | val_loss: 0.031181 | Time: 1456.08 ms [2022-04-01 11:45:47 main:574] : INFO : Epoch 1578 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 1424.91 ms [2022-04-01 11:45:48 main:574] : INFO : Epoch 1579 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1392.1 ms [2022-04-01 11:45:49 main:574] : INFO : Epoch 1580 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1388.62 ms [2022-04-01 11:45:51 main:574] : INFO : Epoch 1581 | loss: 0.031174 | val_loss: 0.0311796 | Time: 1354.06 ms [2022-04-01 11:45:52 main:574] : INFO : Epoch 1582 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1405.81 ms [2022-04-01 11:45:54 main:574] : INFO : Epoch 1583 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1458.24 ms [2022-04-01 11:45:55 main:574] : INFO : Epoch 1584 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 1582.11 ms [2022-04-01 11:45:57 main:574] : INFO : Epoch 1585 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 1496.82 ms [2022-04-01 11:45:58 main:574] : INFO : Epoch 1586 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1349.75 ms [2022-04-01 11:45:59 main:574] : INFO : Epoch 1587 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 1419.98 ms [2022-04-01 11:46:01 main:574] : INFO : Epoch 1588 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 1410.08 ms [2022-04-01 11:46:02 main:574] : INFO : Epoch 1589 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1474.26 ms [2022-04-01 11:46:04 main:574] : INFO : Epoch 1590 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 1401.25 ms [2022-04-01 11:46:05 main:574] : INFO : Epoch 1591 | loss: 0.0311716 | val_loss: 0.0311741 | Time: 1426.25 ms [2022-04-01 11:46:07 main:574] : INFO : Epoch 1592 | loss: 0.031172 | val_loss: 0.031178 | Time: 1358.59 ms [2022-04-01 11:46:08 main:574] : INFO : Epoch 1593 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 1433.19 ms [2022-04-01 11:46:09 main:574] : INFO : Epoch 1594 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 1384.78 ms [2022-04-01 11:46:11 main:574] : INFO : Epoch 1595 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 1402.8 ms [2022-04-01 11:46:12 main:574] : INFO : Epoch 1596 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 1452.85 ms [2022-04-01 11:46:14 main:574] : INFO : Epoch 1597 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 1428.58 ms [2022-04-01 11:46:15 main:574] : INFO : Epoch 1598 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 1373.58 ms [2022-04-01 11:46:16 main:574] : INFO : Epoch 1599 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1326.92 ms [2022-04-01 11:46:18 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1340.88 ms [2022-04-01 11:46:19 main:574] : INFO : Epoch 1601 | loss: 0.031169 | val_loss: 0.0311787 | Time: 1450.45 ms [2022-04-01 11:46:21 main:574] : INFO : Epoch 1602 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 1427.98 ms [2022-04-01 11:46:22 main:574] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 1493.08 ms [2022-04-01 11:46:23 main:574] : INFO : Epoch 1604 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1429.56 ms [2022-04-01 11:46:25 main:574] : INFO : Epoch 1605 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1389.02 ms [2022-04-01 11:46:26 main:574] : INFO : Epoch 1606 | loss: 0.031173 | val_loss: 0.031174 | Time: 1372.51 ms [2022-04-01 11:46:28 main:574] : INFO : Epoch 1607 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 1415.57 ms [2022-04-01 11:46:29 main:574] : INFO : Epoch 1608 | loss: 0.0311707 | val_loss: 0.0311737 | Time: 1403.29 ms [2022-04-01 11:46:31 main:574] : INFO : Epoch 1609 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1417.53 ms [2022-04-01 11:46:32 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 1450.43 ms [2022-04-01 11:46:33 main:574] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 1361.18 ms [2022-04-01 11:46:35 main:574] : INFO : Epoch 1612 | loss: 0.03117 | val_loss: 0.0311735 | Time: 1389.94 ms [2022-04-01 11:46:36 main:574] : INFO : Epoch 1613 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 1385.55 ms [2022-04-01 11:46:38 main:574] : INFO : Epoch 1614 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 1426.54 ms [2022-04-01 11:46:39 main:574] : INFO : Epoch 1615 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 1428.9 ms [2022-04-01 11:46:40 main:574] : INFO : Epoch 1616 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 1408.07 ms [2022-04-01 11:46:42 main:574] : INFO : Epoch 1617 | loss: 0.03117 | val_loss: 0.0311716 | Time: 1435.83 ms [2022-04-01 11:46:43 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 1458.52 ms [2022-04-01 11:46:45 main:574] : INFO : Epoch 1619 | loss: 0.0311705 | val_loss: 0.0311785 | Time: 1469.47 ms [2022-04-01 11:46:46 main:574] : INFO : Epoch 1620 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1482.3 ms [2022-04-01 11:46:48 main:574] : INFO : Epoch 1621 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 1449.92 ms [2022-04-01 11:46:49 main:574] : INFO : Epoch 1622 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 1429.42 ms [2022-04-01 11:46:51 main:574] : INFO : Epoch 1623 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 1382.42 ms [2022-04-01 11:46:52 main:574] : INFO : Epoch 1624 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 1408.41 ms [2022-04-01 11:46:53 main:574] : INFO : Epoch 1625 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1384.41 ms [2022-04-01 11:46:55 main:574] : INFO : Epoch 1626 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 1439.76 ms [2022-04-01 11:46:56 main:574] : INFO : Epoch 1627 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1481.66 ms [2022-04-01 11:46:58 main:574] : INFO : Epoch 1628 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 1539.56 ms [2022-04-01 11:46:59 main:574] : INFO : Epoch 1629 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 1489.06 ms [2022-04-01 11:47:01 main:574] : INFO : Epoch 1630 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 1397.8 ms [2022-04-01 11:47:02 main:574] : INFO : Epoch 1631 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 1404.97 ms [2022-04-01 11:47:03 main:574] : INFO : Epoch 1632 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1374.43 ms [2022-04-01 11:47:05 main:574] : INFO : Epoch 1633 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 1381.26 ms [2022-04-01 11:47:06 main:574] : INFO : Epoch 1634 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1511.27 ms [2022-04-01 11:47:08 main:574] : INFO : Epoch 1635 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 1436.9 ms [2022-04-01 11:47:09 main:574] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.0311755 | Time: 1400.67 ms [2022-04-01 11:47:11 main:574] : INFO : Epoch 1637 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 1410.52 ms [2022-04-01 11:47:12 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 1406.3 ms [2022-04-01 11:47:13 main:574] : INFO : Epoch 1639 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 1415.04 ms [2022-04-01 11:47:15 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 1433.54 ms [2022-04-01 11:47:16 main:574] : INFO : Epoch 1641 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 1470.28 ms [2022-04-01 11:47:18 main:574] : INFO : Epoch 1642 | loss: 0.031173 | val_loss: 0.0311862 | Time: 1449.07 ms [2022-04-01 11:47:19 main:574] : INFO : Epoch 1643 | loss: 0.0311737 | val_loss: 0.0311724 | Time: 1414.25 ms [2022-04-01 11:47:21 main:574] : INFO : Epoch 1644 | loss: 0.0311697 | val_loss: 0.031172 | Time: 1350.77 ms [2022-04-01 11:47:22 main:574] : INFO : Epoch 1645 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 1382.92 ms [2022-04-01 11:47:23 main:574] : INFO : Epoch 1646 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 1461.44 ms [2022-04-01 11:47:25 main:574] : INFO : Epoch 1647 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 1462.08 ms [2022-04-01 11:47:26 main:574] : INFO : Epoch 1648 | loss: 0.0338739 | val_loss: 0.0337826 | Time: 1421.33 ms [2022-04-01 11:47:28 main:574] : INFO : Epoch 1649 | loss: 0.0331707 | val_loss: 0.0318818 | Time: 1433.14 ms [2022-04-01 11:47:29 main:574] : INFO : Epoch 1650 | loss: 0.0314785 | val_loss: 0.0312793 | Time: 1393.45 ms [2022-04-01 11:47:31 main:574] : INFO : Epoch 1651 | loss: 0.0312198 | val_loss: 0.0311861 | Time: 1412.19 ms [2022-04-01 11:47:32 main:574] : INFO : Epoch 1652 | loss: 0.0311856 | val_loss: 0.031181 | Time: 1448.44 ms [2022-04-01 11:47:34 main:574] : INFO : Epoch 1653 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1472.77 ms [2022-04-01 11:47:35 main:574] : INFO : Epoch 1654 | loss: 0.0311769 | val_loss: 0.0311779 | Time: 1385.49 ms [2022-04-01 11:47:36 main:574] : INFO : Epoch 1655 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1446.28 ms [2022-04-01 11:47:38 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 1410.95 ms [2022-04-01 11:47:39 main:574] : INFO : Epoch 1657 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1370.68 ms [2022-04-01 11:47:41 main:574] : INFO : Epoch 1658 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1413.8 ms [2022-04-01 11:47:42 main:574] : INFO : Epoch 1659 | loss: 0.0311746 | val_loss: 0.0311741 | Time: 1481.96 ms [2022-04-01 11:47:44 main:574] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 1429.75 ms [2022-04-01 11:47:45 main:574] : INFO : Epoch 1661 | loss: 0.0311739 | val_loss: 0.0311726 | Time: 1438.09 ms [2022-04-01 11:47:46 main:574] : INFO : Epoch 1662 | loss: 0.0311739 | val_loss: 0.0311725 | Time: 1460.15 ms [2022-04-01 11:47:48 main:574] : INFO : Epoch 1663 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1505.11 ms [2022-04-01 11:47:49 main:574] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311747 | Time: 1390.91 ms [2022-04-01 11:47:51 main:574] : INFO : Epoch 1665 | loss: 0.0311737 | val_loss: 0.031171 | Time: 1413.02 ms [2022-04-01 11:47:52 main:574] : INFO : Epoch 1666 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 1491.38 ms [2022-04-01 11:47:54 main:574] : INFO : Epoch 1667 | loss: 0.031173 | val_loss: 0.0311729 | Time: 1448.31 ms [2022-04-01 11:47:55 main:574] : INFO : Epoch 1668 | loss: 0.0311733 | val_loss: 0.0311733 | Time: 1440.42 ms [2022-04-01 11:47:57 main:574] : INFO : Epoch 1669 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1489.33 ms [2022-04-01 11:47:58 main:574] : INFO : Epoch 1670 | loss: 0.031179 | val_loss: 0.0311772 | Time: 1531.6 ms [2022-04-01 11:48:00 main:574] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 1474.82 ms [2022-04-01 11:48:01 main:574] : INFO : Epoch 1672 | loss: 0.0311752 | val_loss: 0.0311744 | Time: 1544.64 ms [2022-04-01 11:48:03 main:574] : INFO : Epoch 1673 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 1521.09 ms [2022-04-01 11:48:04 main:574] : INFO : Epoch 1674 | loss: 0.031172 | val_loss: 0.0311746 | Time: 1423.47 ms [2022-04-01 11:48:06 main:574] : INFO : Epoch 1675 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1464.48 ms [2022-04-01 11:48:07 main:574] : INFO : Epoch 1676 | loss: 0.0311713 | val_loss: 0.0311716 | Time: 1474.88 ms [2022-04-01 11:48:09 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 1456.67 ms [2022-04-01 11:48:10 main:574] : INFO : Epoch 1678 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 1469.77 ms [2022-04-01 11:48:11 main:574] : INFO : Epoch 1679 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 1441.3 ms [2022-04-01 11:48:13 main:574] : INFO : Epoch 1680 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 1389.84 ms [2022-04-01 11:48:14 main:574] : INFO : Epoch 1681 | loss: 0.0311698 | val_loss: 0.0311698 | Time: 1429.5 ms [2022-04-01 11:48:16 main:574] : INFO : Epoch 1682 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 1446.6 ms [2022-04-01 11:48:17 main:574] : INFO : Epoch 1683 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 1413.5 ms [2022-04-01 11:48:19 main:574] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.0311709 | Time: 1442.18 ms [2022-04-01 11:48:20 main:574] : INFO : Epoch 1685 | loss: 0.0311706 | val_loss: 0.0311688 | Time: 1449.31 ms [2022-04-01 11:48:21 main:574] : INFO : Epoch 1686 | loss: 0.0311708 | val_loss: 0.0311703 | Time: 1406.17 ms [2022-04-01 11:48:23 main:574] : INFO : Epoch 1687 | loss: 0.031171 | val_loss: 0.0311709 | Time: 1428.67 ms [2022-04-01 11:48:24 main:574] : INFO : Epoch 1688 | loss: 0.0311696 | val_loss: 0.0311699 | Time: 1400.65 ms [2022-04-01 11:48:26 main:574] : INFO : Epoch 1689 | loss: 0.03117 | val_loss: 0.0311686 | Time: 1440.25 ms [2022-04-01 11:48:27 main:574] : INFO : Epoch 1690 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 1495.11 ms [2022-04-01 11:48:29 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 1458.37 ms [2022-04-01 11:48:30 main:574] : INFO : Epoch 1692 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 1408.53 ms [2022-04-01 11:48:32 main:574] : INFO : Epoch 1693 | loss: 0.031168 | val_loss: 0.0311708 | Time: 1445.93 ms [2022-04-01 11:48:33 main:574] : INFO : Epoch 1694 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 1430.03 ms [2022-04-01 11:48:34 main:574] : INFO : Epoch 1695 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 1399.41 ms [2022-04-01 11:48:36 main:574] : INFO : Epoch 1696 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 1470.2 ms [2022-04-01 11:48:37 main:574] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.0311696 | Time: 1507.14 ms [2022-04-01 11:48:39 main:574] : INFO : Epoch 1698 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 1472.29 ms [2022-04-01 11:48:40 main:574] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1463.69 ms [2022-04-01 11:48:42 main:574] : INFO : Epoch 1700 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 1394.66 ms [2022-04-01 11:48:43 main:574] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 1397.61 ms [2022-04-01 11:48:45 main:574] : INFO : Epoch 1702 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1392.77 ms [2022-04-01 11:48:46 main:574] : INFO : Epoch 1703 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 1447.75 ms [2022-04-01 11:48:47 main:574] : INFO : Epoch 1704 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1479.76 ms [2022-04-01 11:48:49 main:574] : INFO : Epoch 1705 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 1524.55 ms [2022-04-01 11:48:51 main:574] : INFO : Epoch 1706 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 1521.1 ms [2022-04-01 11:48:52 main:574] : INFO : Epoch 1707 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1462.52 ms [2022-04-01 11:48:53 main:574] : INFO : Epoch 1708 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 1443.79 ms [2022-04-01 11:48:55 main:574] : INFO : Epoch 1709 | loss: 0.031165 | val_loss: 0.0311711 | Time: 1487.85 ms [2022-04-01 11:48:56 main:574] : INFO : Epoch 1710 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1453.41 ms [2022-04-01 11:48:58 main:574] : INFO : Epoch 1711 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 1434.09 ms [2022-04-01 11:48:59 main:574] : INFO : Epoch 1712 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 1486.15 ms [2022-04-01 11:49:01 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 1489.75 ms [2022-04-01 11:49:02 main:574] : INFO : Epoch 1714 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1523.95 ms [2022-04-01 11:49:04 main:574] : INFO : Epoch 1715 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 1500.78 ms [2022-04-01 11:49:05 main:574] : INFO : Epoch 1716 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1512.11 ms [2022-04-01 11:49:07 main:574] : INFO : Epoch 1717 | loss: 0.0311642 | val_loss: 0.0311758 | Time: 1393.02 ms [2022-04-01 11:49:08 main:574] : INFO : Epoch 1718 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1437.33 ms [2022-04-01 11:49:10 main:574] : INFO : Epoch 1719 | loss: 0.031164 | val_loss: 0.0311734 | Time: 1450.55 ms [2022-04-01 11:49:11 main:574] : INFO : Epoch 1720 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1423.11 ms [2022-04-01 11:49:12 main:574] : INFO : Epoch 1721 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 1422.31 ms [2022-04-01 11:49:14 main:574] : INFO : Epoch 1722 | loss: 0.0311633 | val_loss: 0.031177 | Time: 1429.56 ms [2022-04-01 11:49:15 main:574] : INFO : Epoch 1723 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 1409.79 ms [2022-04-01 11:49:17 main:574] : INFO : Epoch 1724 | loss: 0.0311644 | val_loss: 0.0311732 | Time: 1401.22 ms [2022-04-01 11:49:18 main:574] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311754 | Time: 1467.62 ms [2022-04-01 11:49:20 main:574] : INFO : Epoch 1726 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1430.53 ms [2022-04-01 11:49:21 main:574] : INFO : Epoch 1727 | loss: 0.031163 | val_loss: 0.0311769 | Time: 1385.72 ms [2022-04-01 11:49:22 main:574] : INFO : Epoch 1728 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 1450.56 ms [2022-04-01 11:49:24 main:574] : INFO : Epoch 1729 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 1399.43 ms [2022-04-01 11:49:25 main:574] : INFO : Epoch 1730 | loss: 0.031162 | val_loss: 0.0311747 | Time: 1409.41 ms [2022-04-01 11:49:27 main:574] : INFO : Epoch 1731 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 1413.53 ms [2022-04-01 11:49:28 main:574] : INFO : Epoch 1732 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 1489.11 ms [2022-04-01 11:49:30 main:574] : INFO : Epoch 1733 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 1443.78 ms [2022-04-01 11:49:31 main:574] : INFO : Epoch 1734 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 1507.49 ms [2022-04-01 11:49:33 main:574] : INFO : Epoch 1735 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 1447.4 ms [2022-04-01 11:49:34 main:574] : INFO : Epoch 1736 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1408.43 ms [2022-04-01 11:49:35 main:574] : INFO : Epoch 1737 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1407.79 ms [2022-04-01 11:49:37 main:574] : INFO : Epoch 1738 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 1388.81 ms [2022-04-01 11:49:38 main:574] : INFO : Epoch 1739 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 1394.4 ms [2022-04-01 11:49:40 main:574] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 1376.65 ms [2022-04-01 11:49:41 main:574] : INFO : Epoch 1741 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1435.41 ms [2022-04-01 11:49:43 main:574] : INFO : Epoch 1742 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 1452.97 ms [2022-04-01 11:49:44 main:574] : INFO : Epoch 1743 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 1404.19 ms [2022-04-01 11:49:45 main:574] : INFO : Epoch 1744 | loss: 0.0311629 | val_loss: 0.0311764 | Time: 1395.28 ms [2022-04-01 11:49:47 main:574] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 1406.52 ms [2022-04-01 11:49:48 main:574] : INFO : Epoch 1746 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 1400.22 ms [2022-04-01 11:49:50 main:574] : INFO : Epoch 1747 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1534.44 ms [2022-04-01 11:49:51 main:574] : INFO : Epoch 1748 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 1453.18 ms [2022-04-01 11:49:53 main:574] : INFO : Epoch 1749 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1442.45 ms [2022-04-01 11:49:54 main:574] : INFO : Epoch 1750 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 1346.6 ms [2022-04-01 11:49:55 main:574] : INFO : Epoch 1751 | loss: 0.031167 | val_loss: 0.0311784 | Time: 1369.97 ms [2022-04-01 11:49:57 main:574] : INFO : Epoch 1752 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1426.65 ms [2022-04-01 11:49:58 main:574] : INFO : Epoch 1753 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1499.16 ms [2022-04-01 11:50:00 main:574] : INFO : Epoch 1754 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1472.2 ms [2022-04-01 11:50:01 main:574] : INFO : Epoch 1755 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 1490.98 ms [2022-04-01 11:50:03 main:574] : INFO : Epoch 1756 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 1485.47 ms [2022-04-01 11:50:04 main:574] : INFO : Epoch 1757 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 1432.67 ms [2022-04-01 11:50:06 main:574] : INFO : Epoch 1758 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 1450.28 ms [2022-04-01 11:50:07 main:574] : INFO : Epoch 1759 | loss: 0.0311635 | val_loss: 0.031175 | Time: 1502.73 ms [2022-04-01 11:50:09 main:574] : INFO : Epoch 1760 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 1452.82 ms [2022-04-01 11:50:10 main:574] : INFO : Epoch 1761 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 1435.07 ms [2022-04-01 11:50:12 main:574] : INFO : Epoch 1762 | loss: 0.0311616 | val_loss: 0.0311779 | Time: 1430.84 ms [2022-04-01 11:50:13 main:574] : INFO : Epoch 1763 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 1460.32 ms [2022-04-01 11:50:14 main:574] : INFO : Epoch 1764 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 1475.22 ms [2022-04-01 11:50:16 main:574] : INFO : Epoch 1765 | loss: 0.0311609 | val_loss: 0.0311772 | Time: 1469.77 ms [2022-04-01 11:50:17 main:574] : INFO : Epoch 1766 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1448.75 ms [2022-04-01 11:50:19 main:574] : INFO : Epoch 1767 | loss: 0.0311602 | val_loss: 0.0311762 | Time: 1436.38 ms [2022-04-01 11:50:20 main:574] : INFO : Epoch 1768 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 1463.06 ms [2022-04-01 11:50:22 main:574] : INFO : Epoch 1769 | loss: 0.0311601 | val_loss: 0.0311768 | Time: 1477.71 ms [2022-04-01 11:50:23 main:574] : INFO : Epoch 1770 | loss: 0.0311598 | val_loss: 0.0311772 | Time: 1457.7 ms [2022-04-01 11:50:25 main:574] : INFO : Epoch 1771 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 1476.56 ms [2022-04-01 11:50:26 main:574] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 1467.49 ms [2022-04-01 11:50:28 main:574] : INFO : Epoch 1773 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 1424.93 ms [2022-04-01 11:50:29 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 1415.18 ms [2022-04-01 11:50:30 main:574] : INFO : Epoch 1775 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 1426.15 ms [2022-04-01 11:50:32 main:574] : INFO : Epoch 1776 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 1368.35 ms [2022-04-01 11:50:33 main:574] : INFO : Epoch 1777 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 1435.4 ms [2022-04-01 11:50:35 main:574] : INFO : Epoch 1778 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 1473.52 ms [2022-04-01 11:50:36 main:574] : INFO : Epoch 1779 | loss: 0.031162 | val_loss: 0.0311766 | Time: 1402.55 ms [2022-04-01 11:50:38 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 1382.16 ms [2022-04-01 11:50:39 main:574] : INFO : Epoch 1781 | loss: 0.0311619 | val_loss: 0.031176 | Time: 1378.75 ms [2022-04-01 11:50:40 main:574] : INFO : Epoch 1782 | loss: 0.03116 | val_loss: 0.031173 | Time: 1399.16 ms [2022-04-01 11:50:42 main:574] : INFO : Epoch 1783 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1419.13 ms [2022-04-01 11:50:43 main:574] : INFO : Epoch 1784 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 1457.47 ms [2022-04-01 11:50:45 main:574] : INFO : Epoch 1785 | loss: 0.0311611 | val_loss: 0.0311801 | Time: 1448.45 ms [2022-04-01 11:50:46 main:574] : INFO : Epoch 1786 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 1403.4 ms [2022-04-01 11:50:47 main:574] : INFO : Epoch 1787 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 1418.58 ms [2022-04-01 11:50:49 main:574] : INFO : Epoch 1788 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 1410.99 ms [2022-04-01 11:50:50 main:574] : INFO : Epoch 1789 | loss: 0.0311647 | val_loss: 0.031174 | Time: 1405.2 ms [2022-04-01 11:50:52 main:574] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 1466.28 ms [2022-04-01 11:50:53 main:574] : INFO : Epoch 1791 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 1594.68 ms [2022-04-01 11:50:55 main:574] : INFO : Epoch 1792 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 1524.83 ms [2022-04-01 11:50:56 main:574] : INFO : Epoch 1793 | loss: 0.031166 | val_loss: 0.0311775 | Time: 1494.87 ms [2022-04-01 11:50:58 main:574] : INFO : Epoch 1794 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 1485.31 ms [2022-04-01 11:50:59 main:574] : INFO : Epoch 1795 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 1434.12 ms [2022-04-01 11:51:01 main:574] : INFO : Epoch 1796 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 1485.75 ms [2022-04-01 11:51:02 main:574] : INFO : Epoch 1797 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 1541.04 ms [2022-04-01 11:51:04 main:574] : INFO : Epoch 1798 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 1555.5 ms [2022-04-01 11:51:05 main:574] : INFO : Epoch 1799 | loss: 0.031163 | val_loss: 0.0311716 | Time: 1527.41 ms [2022-04-01 11:51:07 main:574] : INFO : Epoch 1800 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 1442.54 ms [2022-04-01 11:51:08 main:574] : INFO : Epoch 1801 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1499.62 ms [2022-04-01 11:51:10 main:574] : INFO : Epoch 1802 | loss: 0.0311617 | val_loss: 0.031173 | Time: 1508.9 ms [2022-04-01 11:51:11 main:574] : INFO : Epoch 1803 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1479.21 ms [2022-04-01 11:51:13 main:574] : INFO : Epoch 1804 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 1439.75 ms [2022-04-01 11:51:14 main:574] : INFO : Epoch 1805 | loss: 0.0311639 | val_loss: 0.0311745 | Time: 1431.91 ms [2022-04-01 11:51:16 main:574] : INFO : Epoch 1806 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 1469.98 ms [2022-04-01 11:51:17 main:574] : INFO : Epoch 1807 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1446.09 ms [2022-04-01 11:51:19 main:574] : INFO : Epoch 1808 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 1481.78 ms [2022-04-01 11:51:20 main:574] : INFO : Epoch 1809 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 1509.23 ms [2022-04-01 11:51:22 main:574] : INFO : Epoch 1810 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 1404.31 ms [2022-04-01 11:51:23 main:574] : INFO : Epoch 1811 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 1480.41 ms [2022-04-01 11:51:25 main:574] : INFO : Epoch 1812 | loss: 0.0311769 | val_loss: 0.0311745 | Time: 1463.37 ms [2022-04-01 11:51:26 main:574] : INFO : Epoch 1813 | loss: 0.0311773 | val_loss: 0.0311751 | Time: 1450.68 ms [2022-04-01 11:51:27 main:574] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.0311742 | Time: 1447.63 ms [2022-04-01 11:51:29 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 1455.8 ms [2022-04-01 11:51:30 main:574] : INFO : Epoch 1816 | loss: 0.0311723 | val_loss: 0.0311727 | Time: 1492.25 ms [2022-04-01 11:51:32 main:574] : INFO : Epoch 1817 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 1435.38 ms [2022-04-01 11:51:33 main:574] : INFO : Epoch 1818 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 1462.03 ms [2022-04-01 11:51:35 main:574] : INFO : Epoch 1819 | loss: 0.0311788 | val_loss: 0.031182 | Time: 1421.96 ms [2022-04-01 11:51:36 main:574] : INFO : Epoch 1820 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 1466.56 ms [2022-04-01 11:51:38 main:574] : INFO : Epoch 1821 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 1463.21 ms [2022-04-01 11:51:39 main:574] : INFO : Epoch 1822 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1495.87 ms [2022-04-01 11:51:41 main:574] : INFO : Epoch 1823 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1410.2 ms [2022-04-01 11:51:42 main:574] : INFO : Epoch 1824 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1418.42 ms [2022-04-01 11:51:43 main:574] : INFO : Epoch 1825 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1465.85 ms [2022-04-01 11:51:45 main:574] : INFO : Epoch 1826 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 1424.66 ms [2022-04-01 11:51:46 main:574] : INFO : Epoch 1827 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 1431.64 ms [2022-04-01 11:51:48 main:574] : INFO : Epoch 1828 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1538.8 ms [2022-04-01 11:51:49 main:574] : INFO : Epoch 1829 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1434.74 ms [2022-04-01 11:51:51 main:574] : INFO : Epoch 1830 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 1400.15 ms [2022-04-01 11:51:52 main:574] : INFO : Epoch 1831 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1414.58 ms [2022-04-01 11:51:54 main:574] : INFO : Epoch 1832 | loss: 0.0311753 | val_loss: 0.0311745 | Time: 1391.12 ms [2022-04-01 11:51:55 main:574] : INFO : Epoch 1833 | loss: 0.031174 | val_loss: 0.0311742 | Time: 1523.04 ms [2022-04-01 11:51:57 main:574] : INFO : Epoch 1834 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 1608.52 ms [2022-04-01 11:51:58 main:574] : INFO : Epoch 1835 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1506.73 ms [2022-04-01 11:52:00 main:574] : INFO : Epoch 1836 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 1459.53 ms [2022-04-01 11:52:01 main:574] : INFO : Epoch 1837 | loss: 0.031172 | val_loss: 0.0311727 | Time: 1528.08 ms [2022-04-01 11:52:03 main:574] : INFO : Epoch 1838 | loss: 0.031172 | val_loss: 0.0311724 | Time: 1488.05 ms [2022-04-01 11:52:04 main:574] : INFO : Epoch 1839 | loss: 0.0311727 | val_loss: 0.0311735 | Time: 1536.96 ms [2022-04-01 11:52:06 main:574] : INFO : Epoch 1840 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 1645.81 ms [2022-04-01 11:52:07 main:574] : INFO : Epoch 1841 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 1470.42 ms [2022-04-01 11:52:09 main:574] : INFO : Epoch 1842 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 1502.22 ms [2022-04-01 11:52:10 main:574] : INFO : Epoch 1843 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 1478.87 ms [2022-04-01 11:52:12 main:574] : INFO : Epoch 1844 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1438.25 ms [2022-04-01 11:52:13 main:574] : INFO : Epoch 1845 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1453.94 ms [2022-04-01 11:52:15 main:574] : INFO : Epoch 1846 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 1493.88 ms [2022-04-01 11:52:16 main:574] : INFO : Epoch 1847 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 1468.83 ms [2022-04-01 11:52:18 main:574] : INFO : Epoch 1848 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 1442.52 ms [2022-04-01 11:52:19 main:574] : INFO : Epoch 1849 | loss: 0.0311722 | val_loss: 0.0311729 | Time: 1440.52 ms [2022-04-01 11:52:21 main:574] : INFO : Epoch 1850 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1418.99 ms [2022-04-01 11:52:22 main:574] : INFO : Epoch 1851 | loss: 0.03117 | val_loss: 0.0311727 | Time: 1462.92 ms [2022-04-01 11:52:24 main:574] : INFO : Epoch 1852 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 1548.53 ms [2022-04-01 11:52:25 main:574] : INFO : Epoch 1853 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 1488.46 ms [2022-04-01 11:52:26 main:574] : INFO : Epoch 1854 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1410.74 ms [2022-04-01 11:52:28 main:574] : INFO : Epoch 1855 | loss: 0.0311753 | val_loss: 0.0311745 | Time: 1398.45 ms [2022-04-01 11:52:29 main:574] : INFO : Epoch 1856 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 1440.01 ms [2022-04-01 11:52:31 main:574] : INFO : Epoch 1857 | loss: 0.0311739 | val_loss: 0.0311752 | Time: 1441.12 ms [2022-04-01 11:52:32 main:574] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 1457.69 ms [2022-04-01 11:52:34 main:574] : INFO : Epoch 1859 | loss: 0.0311762 | val_loss: 0.031176 | Time: 1464.63 ms [2022-04-01 11:52:35 main:574] : INFO : Epoch 1860 | loss: 0.0311765 | val_loss: 0.0311762 | Time: 1462.42 ms [2022-04-01 11:52:37 main:574] : INFO : Epoch 1861 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 1464.74 ms [2022-04-01 11:52:38 main:574] : INFO : Epoch 1862 | loss: 0.0311749 | val_loss: 0.0311747 | Time: 1419.81 ms [2022-04-01 11:52:40 main:574] : INFO : Epoch 1863 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 1457.82 ms [2022-04-01 11:52:41 main:574] : INFO : Epoch 1864 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 1483.07 ms [2022-04-01 11:52:42 main:574] : INFO : Epoch 1865 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1460.19 ms [2022-04-01 11:52:44 main:574] : INFO : Epoch 1866 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 1496.77 ms [2022-04-01 11:52:45 main:574] : INFO : Epoch 1867 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 1430.2 ms [2022-04-01 11:52:47 main:574] : INFO : Epoch 1868 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 1405.47 ms [2022-04-01 11:52:48 main:574] : INFO : Epoch 1869 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 1415.6 ms [2022-04-01 11:52:50 main:574] : INFO : Epoch 1870 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1457.89 ms [2022-04-01 11:52:51 main:574] : INFO : Epoch 1871 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 1505.25 ms [2022-04-01 11:52:53 main:574] : INFO : Epoch 1872 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 1394.31 ms [2022-04-01 11:52:54 main:574] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 1442.32 ms [2022-04-01 11:52:55 main:574] : INFO : Epoch 1874 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 1385.25 ms [2022-04-01 11:52:57 main:574] : INFO : Epoch 1875 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1466.39 ms [2022-04-01 11:52:59 main:574] : INFO : Epoch 1876 | loss: 0.031175 | val_loss: 0.0311767 | Time: 1603.44 ms [2022-04-01 11:53:00 main:574] : INFO : Epoch 1877 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 1536.23 ms [2022-04-01 11:53:02 main:574] : INFO : Epoch 1878 | loss: 0.031176 | val_loss: 0.03118 | Time: 1481.43 ms [2022-04-01 11:53:03 main:574] : INFO : Epoch 1879 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 1502.27 ms [2022-04-01 11:53:04 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1366.87 ms [2022-04-01 11:53:06 main:574] : INFO : Epoch 1881 | loss: 0.031181 | val_loss: 0.0311802 | Time: 1533.23 ms [2022-04-01 11:53:08 main:574] : INFO : Epoch 1882 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1571.1 ms [2022-04-01 11:53:09 main:574] : INFO : Epoch 1883 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 1519.42 ms [2022-04-01 11:53:11 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 1459.63 ms [2022-04-01 11:53:12 main:574] : INFO : Epoch 1885 | loss: 0.0311769 | val_loss: 0.0311746 | Time: 1437.24 ms [2022-04-01 11:53:13 main:574] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311739 | Time: 1474.13 ms [2022-04-01 11:53:15 main:574] : INFO : Epoch 1887 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1433.82 ms [2022-04-01 11:53:16 main:574] : INFO : Epoch 1888 | loss: 0.0311766 | val_loss: 0.0311721 | Time: 1489.09 ms [2022-04-01 11:53:18 main:574] : INFO : Epoch 1889 | loss: 0.0311743 | val_loss: 0.0311728 | Time: 1506.22 ms [2022-04-01 11:53:19 main:574] : INFO : Epoch 1890 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 1479.58 ms [2022-04-01 11:53:21 main:574] : INFO : Epoch 1891 | loss: 0.0311746 | val_loss: 0.0311729 | Time: 1442.31 ms [2022-04-01 11:53:22 main:574] : INFO : Epoch 1892 | loss: 0.0311747 | val_loss: 0.0311731 | Time: 1418.21 ms [2022-04-01 11:53:24 main:574] : INFO : Epoch 1893 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1495.15 ms [2022-04-01 11:53:25 main:574] : INFO : Epoch 1894 | loss: 0.0311811 | val_loss: 0.0311752 | Time: 1457.69 ms [2022-04-01 11:53:27 main:574] : INFO : Epoch 1895 | loss: 0.0311841 | val_loss: 0.0311771 | Time: 1466.59 ms [2022-04-01 11:53:28 main:574] : INFO : Epoch 1896 | loss: 0.0311838 | val_loss: 0.0311769 | Time: 1523.28 ms [2022-04-01 11:53:30 main:574] : INFO : Epoch 1897 | loss: 0.0311825 | val_loss: 0.0311761 | Time: 1437.43 ms [2022-04-01 11:53:31 main:574] : INFO : Epoch 1898 | loss: 0.0311804 | val_loss: 0.0311757 | Time: 1415.04 ms [2022-04-01 11:53:33 main:574] : INFO : Epoch 1899 | loss: 0.0311801 | val_loss: 0.0311736 | Time: 1463.4 ms [2022-04-01 11:53:34 main:574] : INFO : Epoch 1900 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 1467.82 ms [2022-04-01 11:53:35 main:574] : INFO : Epoch 1901 | loss: 0.0311791 | val_loss: 0.031174 | Time: 1487.61 ms [2022-04-01 11:53:37 main:574] : INFO : Epoch 1902 | loss: 0.0311782 | val_loss: 0.0311733 | Time: 1543.59 ms [2022-04-01 11:53:39 main:574] : INFO : Epoch 1903 | loss: 0.0311781 | val_loss: 0.0311731 | Time: 1509.94 ms [2022-04-01 11:53:40 main:574] : INFO : Epoch 1904 | loss: 0.0311777 | val_loss: 0.0311741 | Time: 1456.92 ms [2022-04-01 11:53:41 main:574] : INFO : Epoch 1905 | loss: 0.0311775 | val_loss: 0.0311731 | Time: 1471.57 ms [2022-04-01 11:53:43 main:574] : INFO : Epoch 1906 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 1559.76 ms [2022-04-01 11:53:45 main:574] : INFO : Epoch 1907 | loss: 0.0311771 | val_loss: 0.0311717 | Time: 1517.18 ms [2022-04-01 11:53:46 main:574] : INFO : Epoch 1908 | loss: 0.0311766 | val_loss: 0.0311729 | Time: 1441.43 ms [2022-04-01 11:53:48 main:574] : INFO : Epoch 1909 | loss: 0.0311773 | val_loss: 0.0311769 | Time: 1484.76 ms [2022-04-01 11:53:49 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.0311734 | Time: 1481.29 ms [2022-04-01 11:53:50 main:574] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311731 | Time: 1499.15 ms [2022-04-01 11:53:52 main:574] : INFO : Epoch 1912 | loss: 0.0311757 | val_loss: 0.0311729 | Time: 1510.82 ms [2022-04-01 11:53:54 main:574] : INFO : Epoch 1913 | loss: 0.0311752 | val_loss: 0.0311731 | Time: 1492.55 ms [2022-04-01 11:53:55 main:574] : INFO : Epoch 1914 | loss: 0.0311756 | val_loss: 0.0311736 | Time: 1511.33 ms [2022-04-01 11:53:57 main:574] : INFO : Epoch 1915 | loss: 0.031175 | val_loss: 0.0311727 | Time: 1482.57 ms [2022-04-01 11:53:58 main:574] : INFO : Epoch 1916 | loss: 0.031175 | val_loss: 0.031172 | Time: 1493.53 ms [2022-04-01 11:54:00 main:574] : INFO : Epoch 1917 | loss: 0.0311745 | val_loss: 0.0311722 | Time: 1500.48 ms [2022-04-01 11:54:01 main:574] : INFO : Epoch 1918 | loss: 0.0311759 | val_loss: 0.0311724 | Time: 1566.57 ms [2022-04-01 11:54:03 main:574] : INFO : Epoch 1919 | loss: 0.0311748 | val_loss: 0.0311743 | Time: 1572.46 ms [2022-04-01 11:54:04 main:574] : INFO : Epoch 1920 | loss: 0.031175 | val_loss: 0.031173 | Time: 1491.19 ms [2022-04-01 11:54:06 main:574] : INFO : Epoch 1921 | loss: 0.0311747 | val_loss: 0.0311723 | Time: 1487.5 ms [2022-04-01 11:54:07 main:574] : INFO : Epoch 1922 | loss: 0.0311744 | val_loss: 0.031174 | Time: 1531.4 ms [2022-04-01 11:54:09 main:574] : INFO : Epoch 1923 | loss: 0.0311741 | val_loss: 0.031172 | Time: 1581.61 ms [2022-04-01 11:54:10 main:574] : INFO : Epoch 1924 | loss: 0.031174 | val_loss: 0.031172 | Time: 1515.22 ms [2022-04-01 11:54:12 main:574] : INFO : Epoch 1925 | loss: 0.0311742 | val_loss: 0.0311717 | Time: 1537.99 ms [2022-04-01 11:54:13 main:574] : INFO : Epoch 1926 | loss: 0.0311749 | val_loss: 0.0311717 | Time: 1564.21 ms [2022-04-01 11:54:15 main:574] : INFO : Epoch 1927 | loss: 0.0311751 | val_loss: 0.0311737 | Time: 1428.03 ms [2022-04-01 11:54:16 main:574] : INFO : Epoch 1928 | loss: 0.031175 | val_loss: 0.0311733 | Time: 1434.05 ms [2022-04-01 11:54:18 main:574] : INFO : Epoch 1929 | loss: 0.0311733 | val_loss: 0.0311736 | Time: 1497.78 ms [2022-04-01 11:54:19 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311718 | Time: 1438.34 ms [2022-04-01 11:54:21 main:574] : INFO : Epoch 1931 | loss: 0.0311729 | val_loss: 0.0311729 | Time: 1473.93 ms [2022-04-01 11:54:22 main:574] : INFO : Epoch 1932 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 1531.34 ms [2022-04-01 11:54:24 main:574] : INFO : Epoch 1933 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 1440.71 ms [2022-04-01 11:54:25 main:574] : INFO : Epoch 1934 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 1466.83 ms [2022-04-01 11:54:27 main:574] : INFO : Epoch 1935 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 1442.81 ms [2022-04-01 11:54:28 main:574] : INFO : Epoch 1936 | loss: 0.0311715 | val_loss: 0.0311714 | Time: 1441.38 ms [2022-04-01 11:54:30 main:574] : INFO : Epoch 1937 | loss: 0.0311746 | val_loss: 0.0311889 | Time: 1498.77 ms [2022-04-01 11:54:31 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.0311732 | Time: 1537.25 ms [2022-04-01 11:54:33 main:574] : INFO : Epoch 1939 | loss: 0.0311738 | val_loss: 0.0311712 | Time: 1475.43 ms [2022-04-01 11:54:34 main:574] : INFO : Epoch 1940 | loss: 0.0311729 | val_loss: 0.0311713 | Time: 1441.15 ms [2022-04-01 11:54:35 main:574] : INFO : Epoch 1941 | loss: 0.0311713 | val_loss: 0.0311712 | Time: 1414.59 ms [2022-04-01 11:54:37 main:574] : INFO : Epoch 1942 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 1512.45 ms [2022-04-01 11:54:38 main:574] : INFO : Epoch 1943 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 1481.84 ms [2022-04-01 11:54:40 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311719 | Time: 1527.56 ms [2022-04-01 11:54:41 main:574] : INFO : Epoch 1945 | loss: 0.0311715 | val_loss: 0.031172 | Time: 1486.26 ms [2022-04-01 11:54:43 main:574] : INFO : Epoch 1946 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 1465.65 ms [2022-04-01 11:54:44 main:574] : INFO : Epoch 1947 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 1445.08 ms [2022-04-01 11:54:46 main:574] : INFO : Epoch 1948 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 1435.49 ms [2022-04-01 11:54:47 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 1476.92 ms [2022-04-01 11:54:49 main:574] : INFO : Epoch 1950 | loss: 0.0311706 | val_loss: 0.0311714 | Time: 1564.54 ms [2022-04-01 11:54:50 main:574] : INFO : Epoch 1951 | loss: 0.031171 | val_loss: 0.0311719 | Time: 1423.56 ms [2022-04-01 11:54:52 main:574] : INFO : Epoch 1952 | loss: 0.0311726 | val_loss: 0.031175 | Time: 1487.22 ms [2022-04-01 11:54:53 main:574] : INFO : Epoch 1953 | loss: 0.0311702 | val_loss: 0.0311698 | Time: 1482.49 ms [2022-04-01 11:54:55 main:574] : INFO : Epoch 1954 | loss: 0.031172 | val_loss: 0.0311729 | Time: 1504.58 ms [2022-04-01 11:54:56 main:574] : INFO : Epoch 1955 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 1485.36 ms [2022-04-01 11:54:58 main:574] : INFO : Epoch 1956 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 1515.68 ms [2022-04-01 11:54:59 main:574] : INFO : Epoch 1957 | loss: 0.031176 | val_loss: 0.031173 | Time: 1449.24 ms [2022-04-01 11:55:01 main:574] : INFO : Epoch 1958 | loss: 0.0311748 | val_loss: 0.0311714 | Time: 1448.51 ms [2022-04-01 11:55:02 main:574] : INFO : Epoch 1959 | loss: 0.0311743 | val_loss: 0.0311701 | Time: 1506.42 ms [2022-04-01 11:55:04 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.0311694 | Time: 1538.43 ms [2022-04-01 11:55:05 main:574] : INFO : Epoch 1961 | loss: 0.0311738 | val_loss: 0.0311696 | Time: 1544.09 ms [2022-04-01 11:55:07 main:574] : INFO : Epoch 1962 | loss: 0.0311715 | val_loss: 0.0311704 | Time: 1589.44 ms [2022-04-01 11:55:08 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311711 | Time: 1474.64 ms [2022-04-01 11:55:10 main:574] : INFO : Epoch 1964 | loss: 0.0311701 | val_loss: 0.0311703 | Time: 1539.77 ms [2022-04-01 11:55:11 main:574] : INFO : Epoch 1965 | loss: 0.03117 | val_loss: 0.0311701 | Time: 1532.17 ms [2022-04-01 11:55:13 main:574] : INFO : Epoch 1966 | loss: 0.0311698 | val_loss: 0.0311692 | Time: 1505.31 ms [2022-04-01 11:55:14 main:574] : INFO : Epoch 1967 | loss: 0.0311718 | val_loss: 0.0311851 | Time: 1512.62 ms [2022-04-01 11:55:16 main:574] : INFO : Epoch 1968 | loss: 0.0311895 | val_loss: 0.0311828 | Time: 1490.45 ms [2022-04-01 11:55:17 main:574] : INFO : Epoch 1969 | loss: 0.0311828 | val_loss: 0.0311788 | Time: 1483.72 ms [2022-04-01 11:55:19 main:574] : INFO : Epoch 1970 | loss: 0.0311756 | val_loss: 0.0311744 | Time: 1469.14 ms [2022-04-01 11:55:20 main:574] : INFO : Epoch 1971 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 1464.88 ms [2022-04-01 11:55:22 main:574] : INFO : Epoch 1972 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 1442.88 ms [2022-04-01 11:55:23 main:574] : INFO : Epoch 1973 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 1493.92 ms [2022-04-01 11:55:25 main:574] : INFO : Epoch 1974 | loss: 0.03117 | val_loss: 0.0311737 | Time: 1472.58 ms [2022-04-01 11:55:26 main:574] : INFO : Epoch 1975 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 1482.71 ms [2022-04-01 11:55:28 main:574] : INFO : Epoch 1976 | loss: 0.0311723 | val_loss: 0.031172 | Time: 1450.2 ms [2022-04-01 11:55:29 main:574] : INFO : Epoch 1977 | loss: 0.0311776 | val_loss: 0.0311702 | Time: 1460.63 ms [2022-04-01 11:55:31 main:574] : INFO : Epoch 1978 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 1468.85 ms [2022-04-01 11:55:32 main:574] : INFO : Epoch 1979 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 1461.79 ms [2022-04-01 11:55:34 main:574] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 1557.86 ms [2022-04-01 11:55:35 main:574] : INFO : Epoch 1981 | loss: 0.031168 | val_loss: 0.0311693 | Time: 1484.8 ms [2022-04-01 11:55:37 main:574] : INFO : Epoch 1982 | loss: 0.0311736 | val_loss: 0.0311725 | Time: 1457.37 ms [2022-04-01 11:55:38 main:574] : INFO : Epoch 1983 | loss: 0.031177 | val_loss: 0.0311723 | Time: 1473.78 ms [2022-04-01 11:55:40 main:574] : INFO : Epoch 1984 | loss: 0.0311756 | val_loss: 0.031176 | Time: 1532.5 ms [2022-04-01 11:55:41 main:574] : INFO : Epoch 1985 | loss: 0.031175 | val_loss: 0.0311771 | Time: 1486.68 ms [2022-04-01 11:55:43 main:574] : INFO : Epoch 1986 | loss: 0.0311722 | val_loss: 0.0311716 | Time: 1498.75 ms [2022-04-01 11:55:44 main:574] : INFO : Epoch 1987 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 1457.07 ms [2022-04-01 11:55:46 main:574] : INFO : Epoch 1988 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1493.46 ms [2022-04-01 11:55:47 main:574] : INFO : Epoch 1989 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 1505.12 ms [2022-04-01 11:55:49 main:574] : INFO : Epoch 1990 | loss: 0.0311705 | val_loss: 0.0311708 | Time: 1465.1 ms [2022-04-01 11:55:50 main:574] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 1446.47 ms [2022-04-01 11:55:52 main:574] : INFO : Epoch 1992 | loss: 0.0311703 | val_loss: 0.031171 | Time: 1517.05 ms [2022-04-01 11:55:53 main:574] : INFO : Epoch 1993 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 1470.88 ms [2022-04-01 11:55:55 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.031171 | Time: 1457.39 ms [2022-04-01 11:55:56 main:574] : INFO : Epoch 1995 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 1465.36 ms [2022-04-01 11:55:57 main:574] : INFO : Epoch 1996 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 1448.57 ms [2022-04-01 11:55:59 main:574] : INFO : Epoch 1997 | loss: 0.0311685 | val_loss: 0.0311699 | Time: 1467.26 ms [2022-04-01 11:56:00 main:574] : INFO : Epoch 1998 | loss: 0.0311681 | val_loss: 0.03117 | Time: 1523.54 ms [2022-04-01 11:56:02 main:574] : INFO : Epoch 1999 | loss: 0.0311684 | val_loss: 0.0311712 | Time: 1468.72 ms [2022-04-01 11:56:03 main:574] : INFO : Epoch 2000 | loss: 0.0311742 | val_loss: 0.0311732 | Time: 1525.54 ms [2022-04-01 11:56:05 main:574] : INFO : Epoch 2001 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1505.23 ms [2022-04-01 11:56:07 main:574] : INFO : Epoch 2002 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 1566.03 ms [2022-04-01 11:56:08 main:574] : INFO : Epoch 2003 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 1528.76 ms [2022-04-01 11:56:10 main:574] : INFO : Epoch 2004 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 1519.8 ms [2022-04-01 11:56:11 main:574] : INFO : Epoch 2005 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 1605.12 ms [2022-04-01 11:56:13 main:574] : INFO : Epoch 2006 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1504.15 ms [2022-04-01 11:56:14 main:574] : INFO : Epoch 2007 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1537.9 ms [2022-04-01 11:56:16 main:574] : INFO : Epoch 2008 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 1482.01 ms [2022-04-01 11:56:17 main:574] : INFO : Epoch 2009 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1491.95 ms [2022-04-01 11:56:19 main:574] : INFO : Epoch 2010 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 1473.64 ms [2022-04-01 11:56:20 main:574] : INFO : Epoch 2011 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 1476.2 ms [2022-04-01 11:56:22 main:574] : INFO : Epoch 2012 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 1458.89 ms [2022-04-01 11:56:23 main:574] : INFO : Epoch 2013 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 1487.52 ms [2022-04-01 11:56:25 main:574] : INFO : Epoch 2014 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 1410.88 ms [2022-04-01 11:56:26 main:574] : INFO : Epoch 2015 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 1435.44 ms [2022-04-01 11:56:27 main:574] : INFO : Epoch 2016 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1480.95 ms [2022-04-01 11:56:29 main:574] : INFO : Epoch 2017 | loss: 0.031167 | val_loss: 0.031173 | Time: 1548.71 ms [2022-04-01 11:56:31 main:574] : INFO : Epoch 2018 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1473.65 ms [2022-04-01 11:56:32 main:574] : INFO : Epoch 2019 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1449.41 ms [2022-04-01 11:56:33 main:574] : INFO : Epoch 2020 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1483.82 ms [2022-04-01 11:56:35 main:574] : INFO : Epoch 2021 | loss: 0.0311681 | val_loss: 0.031172 | Time: 1491.25 ms [2022-04-01 11:56:36 main:574] : INFO : Epoch 2022 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 1496.61 ms [2022-04-01 11:56:38 main:574] : INFO : Epoch 2023 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 1504.48 ms [2022-04-01 11:56:39 main:574] : INFO : Epoch 2024 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1454.49 ms [2022-04-01 11:56:41 main:574] : INFO : Epoch 2025 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 1511.47 ms [2022-04-01 11:56:42 main:574] : INFO : Epoch 2026 | loss: 0.0311668 | val_loss: 0.031173 | Time: 1494.37 ms [2022-04-01 11:56:44 main:574] : INFO : Epoch 2027 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1483 ms [2022-04-01 11:56:45 main:574] : INFO : Epoch 2028 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 1457.18 ms [2022-04-01 11:56:47 main:574] : INFO : Epoch 2029 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 1507.4 ms [2022-04-01 11:56:48 main:574] : INFO : Epoch 2030 | loss: 0.031168 | val_loss: 0.0311696 | Time: 1498.08 ms [2022-04-01 11:56:50 main:574] : INFO : Epoch 2031 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1430.62 ms [2022-04-01 11:56:51 main:574] : INFO : Epoch 2032 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 1432.58 ms [2022-04-01 11:56:53 main:574] : INFO : Epoch 2033 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 1461.91 ms [2022-04-01 11:56:54 main:574] : INFO : Epoch 2034 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1482.54 ms [2022-04-01 11:56:56 main:574] : INFO : Epoch 2035 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 1559.53 ms [2022-04-01 11:56:57 main:574] : INFO : Epoch 2036 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 1452.92 ms [2022-04-01 11:56:59 main:574] : INFO : Epoch 2037 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 1482.19 ms [2022-04-01 11:57:00 main:574] : INFO : Epoch 2038 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1472.37 ms [2022-04-01 11:57:02 main:574] : INFO : Epoch 2039 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1452.56 ms [2022-04-01 11:57:03 main:574] : INFO : Epoch 2040 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 1478.32 ms [2022-04-01 11:57:05 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 1519.63 ms [2022-04-01 11:57:06 main:574] : INFO : Epoch 2042 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1491.59 ms [2022-04-01 11:57:08 main:574] : INFO : Epoch 2043 | loss: 0.0311666 | val_loss: 0.0311696 | Time: 1496.75 ms [2022-04-01 11:57:09 main:574] : INFO : Epoch 2044 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 1521.34 ms [2022-04-01 11:57:11 main:574] : INFO : Epoch 2045 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1557.67 ms [2022-04-01 11:57:12 main:574] : INFO : Epoch 2046 | loss: 0.031167 | val_loss: 0.0311714 | Time: 1587.41 ms [2022-04-01 11:57:14 main:574] : INFO : Epoch 2047 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 1628.42 ms [2022-04-01 11:57:16 main:574] : INFO : Epoch 2048 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1518.83 ms [2022-04-01 11:57:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2022-04-01 11:57:16 main:603] : INFO : Saving end state to config to file [2022-04-01 11:57:16 main:608] : INFO : Success, exiting.. 11:57:16 (169364): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)