Task 9224860
| Name | ParityModified-1636228991-17577-2-0_0 |
| Workunit | 6658592 |
| Created | 27 Nov 2021, 19:13:23 UTC |
| Sent | 4 Dec 2021, 12:22:23 UTC |
| Report deadline | 12 Dec 2021, 12:22:23 UTC |
| Received | 4 Dec 2021, 18:21:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 29 min 52 sec |
| CPU time | 1 hours 29 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.83 GB |
| Peak swap size | 4.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311643 | val_loss: 0.0311803 | Time: 1386.56 ms [2021-12-04 17:09:17 main:574] : INFO : Epoch 1543 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1354.79 ms [2021-12-04 17:09:18 main:574] : INFO : Epoch 1544 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 1387.94 ms [2021-12-04 17:09:19 main:574] : INFO : Epoch 1545 | loss: 0.0311646 | val_loss: 0.031178 | Time: 1386.36 ms [2021-12-04 17:09:21 main:574] : INFO : Epoch 1546 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 1340.25 ms [2021-12-04 17:09:22 main:574] : INFO : Epoch 1547 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 1358.37 ms [2021-12-04 17:09:23 main:574] : INFO : Epoch 1548 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 1356.14 ms [2021-12-04 17:09:25 main:574] : INFO : Epoch 1549 | loss: 0.0311614 | val_loss: 0.031189 | Time: 1380.99 ms [2021-12-04 17:09:26 main:574] : INFO : Epoch 1550 | loss: 0.0311645 | val_loss: 0.0311788 | Time: 1380.05 ms [2021-12-04 17:09:28 main:574] : INFO : Epoch 1551 | loss: 0.0311625 | val_loss: 0.0311793 | Time: 1373.08 ms [2021-12-04 17:09:29 main:574] : INFO : Epoch 1552 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 1377.94 ms [2021-12-04 17:09:30 main:574] : INFO : Epoch 1553 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 1395.19 ms [2021-12-04 17:09:32 main:574] : INFO : Epoch 1554 | loss: 0.0311654 | val_loss: 0.0311844 | Time: 1410.49 ms [2021-12-04 17:09:33 main:574] : INFO : Epoch 1555 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 1414.95 ms [2021-12-04 17:09:35 main:574] : INFO : Epoch 1556 | loss: 0.0311657 | val_loss: 0.0311828 | Time: 1342.75 ms [2021-12-04 17:09:36 main:574] : INFO : Epoch 1557 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 1361.79 ms [2021-12-04 17:09:37 main:574] : INFO : Epoch 1558 | loss: 0.0311618 | val_loss: 0.031178 | Time: 1397.98 ms [2021-12-04 17:09:39 main:574] : INFO : Epoch 1559 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 1360.9 ms [2021-12-04 17:09:40 main:574] : INFO : Epoch 1560 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 1369.63 ms [2021-12-04 17:09:41 main:574] : INFO : Epoch 1561 | loss: 0.03116 | val_loss: 0.031178 | Time: 1380.03 ms [2021-12-04 17:09:43 main:574] : INFO : Epoch 1562 | loss: 0.0311611 | val_loss: 0.0311795 | Time: 1361.2 ms [2021-12-04 17:09:44 main:574] : INFO : Epoch 1563 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 1385.14 ms [2021-12-04 17:09:46 main:574] : INFO : Epoch 1564 | loss: 0.0311668 | val_loss: 0.0311795 | Time: 1378.88 ms [2021-12-04 17:09:47 main:574] : INFO : Epoch 1565 | loss: 0.0311639 | val_loss: 0.0311812 | Time: 1415.28 ms [2021-12-04 17:09:48 main:574] : INFO : Epoch 1566 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1374.29 ms [2021-12-04 17:09:50 main:574] : INFO : Epoch 1567 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 1390.73 ms [2021-12-04 17:09:51 main:574] : INFO : Epoch 1568 | loss: 0.0311599 | val_loss: 0.031184 | Time: 1402.21 ms [2021-12-04 17:09:53 main:574] : INFO : Epoch 1569 | loss: 0.0311627 | val_loss: 0.0311781 | Time: 1398.05 ms [2021-12-04 17:09:54 main:574] : INFO : Epoch 1570 | loss: 0.0311608 | val_loss: 0.0311815 | Time: 1359.36 ms [2021-12-04 17:09:55 main:574] : INFO : Epoch 1571 | loss: 0.0311674 | val_loss: 0.0311807 | Time: 1346.4 ms [2021-12-04 17:09:57 main:574] : INFO : Epoch 1572 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1359.96 ms [2021-12-04 17:09:58 main:574] : INFO : Epoch 1573 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 1365.12 ms [2021-12-04 17:09:59 main:574] : INFO : Epoch 1574 | loss: 0.03117 | val_loss: 0.0311771 | Time: 1371.33 ms [2021-12-04 17:10:01 main:574] : INFO : Epoch 1575 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1426.05 ms [2021-12-04 17:10:02 main:574] : INFO : Epoch 1576 | loss: 0.0311679 | val_loss: 0.031179 | Time: 1360.6 ms [2021-12-04 17:10:04 main:574] : INFO : Epoch 1577 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 1412.18 ms [2021-12-04 17:10:05 main:574] : INFO : Epoch 1578 | loss: 0.0311687 | val_loss: 0.0311845 | Time: 1379.03 ms [2021-12-04 17:10:06 main:574] : INFO : Epoch 1579 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 1390.11 ms [2021-12-04 17:10:08 main:574] : INFO : Epoch 1580 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 1341.63 ms [2021-12-04 17:10:09 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 1411.17 ms [2021-12-04 17:10:11 main:574] : INFO : Epoch 1582 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 1403.36 ms [2021-12-04 17:10:12 main:574] : INFO : Epoch 1583 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 1393.43 ms [2021-12-04 17:10:13 main:574] : INFO : Epoch 1584 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1369.52 ms [2021-12-04 17:10:15 main:574] : INFO : Epoch 1585 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 1363.64 ms [2021-12-04 17:10:16 main:574] : INFO : Epoch 1586 | loss: 0.0311647 | val_loss: 0.031177 | Time: 1380.86 ms [2021-12-04 17:10:18 main:574] : INFO : Epoch 1587 | loss: 0.031167 | val_loss: 0.0311963 | Time: 1364.29 ms [2021-12-04 17:10:19 main:574] : INFO : Epoch 1588 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1368.19 ms [2021-12-04 17:10:20 main:574] : INFO : Epoch 1589 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 1385.11 ms [2021-12-04 17:10:22 main:574] : INFO : Epoch 1590 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1352.87 ms [2021-12-04 17:10:23 main:574] : INFO : Epoch 1591 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 1390.18 ms [2021-12-04 17:10:24 main:574] : INFO : Epoch 1592 | loss: 0.031165 | val_loss: 0.0311773 | Time: 1374.53 ms [2021-12-04 17:10:26 main:574] : INFO : Epoch 1593 | loss: 0.0311613 | val_loss: 0.0311782 | Time: 1347.56 ms [2021-12-04 17:10:27 main:574] : INFO : Epoch 1594 | loss: 0.0311654 | val_loss: 0.0311804 | Time: 1383.83 ms [2021-12-04 17:10:29 main:574] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 1388.65 ms [2021-12-04 17:10:30 main:574] : INFO : Epoch 1596 | loss: 0.0311665 | val_loss: 0.031177 | Time: 1352.93 ms [2021-12-04 17:10:31 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311819 | Time: 1360.29 ms [2021-12-04 17:10:33 main:574] : INFO : Epoch 1598 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1389.74 ms [2021-12-04 17:10:34 main:574] : INFO : Epoch 1599 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1420.65 ms [2021-12-04 17:10:35 main:574] : INFO : Epoch 1600 | loss: 0.0311648 | val_loss: 0.0311803 | Time: 1366.69 ms [2021-12-04 17:10:37 main:574] : INFO : Epoch 1601 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 1396.42 ms [2021-12-04 17:10:38 main:574] : INFO : Epoch 1602 | loss: 0.0311631 | val_loss: 0.0311756 | Time: 1383.69 ms [2021-12-04 17:10:40 main:574] : INFO : Epoch 1603 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 1353.18 ms [2021-12-04 17:10:41 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.03118 | Time: 1349.07 ms [2021-12-04 17:10:42 main:574] : INFO : Epoch 1605 | loss: 0.031163 | val_loss: 0.0311805 | Time: 1388.17 ms [2021-12-04 17:10:44 main:574] : INFO : Epoch 1606 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 1357.51 ms [2021-12-04 17:10:45 main:574] : INFO : Epoch 1607 | loss: 0.0311632 | val_loss: 0.0311976 | Time: 1365.02 ms [2021-12-04 17:10:46 main:574] : INFO : Epoch 1608 | loss: 0.0311696 | val_loss: 0.0311898 | Time: 1377.54 ms [2021-12-04 17:10:48 main:574] : INFO : Epoch 1609 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1372.32 ms [2021-12-04 17:10:49 main:574] : INFO : Epoch 1610 | loss: 0.0311604 | val_loss: 0.0311805 | Time: 1383.89 ms [2021-12-04 17:10:51 main:574] : INFO : Epoch 1611 | loss: 0.0311614 | val_loss: 0.031177 | Time: 1371.52 ms [2021-12-04 17:10:52 main:574] : INFO : Epoch 1612 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 1364.83 ms [2021-12-04 17:10:53 main:574] : INFO : Epoch 1613 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 1382.02 ms [2021-12-04 17:10:55 main:574] : INFO : Epoch 1614 | loss: 0.0311648 | val_loss: 0.0311776 | Time: 1398.74 ms [2021-12-04 17:10:56 main:574] : INFO : Epoch 1615 | loss: 0.0311606 | val_loss: 0.0311807 | Time: 1396.55 ms [2021-12-04 17:10:58 main:574] : INFO : Epoch 1616 | loss: 0.0311619 | val_loss: 0.031176 | Time: 1349.51 ms [2021-12-04 17:10:59 main:574] : INFO : Epoch 1617 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 1394.8 ms [2021-12-04 17:11:00 main:574] : INFO : Epoch 1618 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 1367.71 ms [2021-12-04 17:11:02 main:574] : INFO : Epoch 1619 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 1352.04 ms [2021-12-04 17:11:03 main:574] : INFO : Epoch 1620 | loss: 0.0311614 | val_loss: 0.0311762 | Time: 1382.16 ms [2021-12-04 17:11:04 main:574] : INFO : Epoch 1621 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 1388.56 ms [2021-12-04 17:11:06 main:574] : INFO : Epoch 1622 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1346.34 ms [2021-12-04 17:11:07 main:574] : INFO : Epoch 1623 | loss: 0.0311634 | val_loss: 0.0311779 | Time: 1402.58 ms [2021-12-04 17:11:09 main:574] : INFO : Epoch 1624 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 1370.12 ms [2021-12-04 17:11:10 main:574] : INFO : Epoch 1625 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 1376.63 ms [2021-12-04 17:11:11 main:574] : INFO : Epoch 1626 | loss: 0.0311616 | val_loss: 0.0311784 | Time: 1371.32 ms [2021-12-04 17:11:13 main:574] : INFO : Epoch 1627 | loss: 0.031163 | val_loss: 0.0311796 | Time: 1387.04 ms [2021-12-04 17:11:14 main:574] : INFO : Epoch 1628 | loss: 0.0311631 | val_loss: 0.03118 | Time: 1418.62 ms [2021-12-04 17:11:16 main:574] : INFO : Epoch 1629 | loss: 0.0311597 | val_loss: 0.0311778 | Time: 1373.31 ms [2021-12-04 17:11:17 main:574] : INFO : Epoch 1630 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 1363.07 ms [2021-12-04 17:11:18 main:574] : INFO : Epoch 1631 | loss: 0.0311597 | val_loss: 0.0311789 | Time: 1379.01 ms [2021-12-04 17:11:20 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311863 | Time: 1374.64 ms [2021-12-04 17:11:21 main:574] : INFO : Epoch 1633 | loss: 0.0311666 | val_loss: 0.0311802 | Time: 1362.4 ms [2021-12-04 17:11:22 main:574] : INFO : Epoch 1634 | loss: 0.0311619 | val_loss: 0.0311786 | Time: 1362.19 ms [2021-12-04 17:11:24 main:574] : INFO : Epoch 1635 | loss: 0.0311614 | val_loss: 0.0311766 | Time: 1358.73 ms [2021-12-04 17:11:25 main:574] : INFO : Epoch 1636 | loss: 0.031162 | val_loss: 0.0311807 | Time: 1388.6 ms [2021-12-04 17:11:27 main:574] : INFO : Epoch 1637 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 1394.57 ms [2021-12-04 17:11:28 main:574] : INFO : Epoch 1638 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 1385.74 ms [2021-12-04 17:11:29 main:574] : INFO : Epoch 1639 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1383.72 ms [2021-12-04 17:11:31 main:574] : INFO : Epoch 1640 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 1389.38 ms [2021-12-04 17:11:32 main:574] : INFO : Epoch 1641 | loss: 0.0311626 | val_loss: 0.0311789 | Time: 1394.98 ms [2021-12-04 17:11:34 main:574] : INFO : Epoch 1642 | loss: 0.0311632 | val_loss: 0.0311801 | Time: 1385.54 ms [2021-12-04 17:11:35 main:574] : INFO : Epoch 1643 | loss: 0.0311594 | val_loss: 0.0311787 | Time: 1369.99 ms [2021-12-04 17:11:36 main:574] : INFO : Epoch 1644 | loss: 0.0311619 | val_loss: 0.0311801 | Time: 1382.35 ms [2021-12-04 17:11:38 main:574] : INFO : Epoch 1645 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 1381.17 ms [2021-12-04 17:11:39 main:574] : INFO : Epoch 1646 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 1424.42 ms [2021-12-04 17:11:41 main:574] : INFO : Epoch 1647 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1351.25 ms [2021-12-04 17:11:42 main:574] : INFO : Epoch 1648 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1407.02 ms [2021-12-04 17:11:43 main:574] : INFO : Epoch 1649 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 1385.39 ms [2021-12-04 17:11:45 main:574] : INFO : Epoch 1650 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1382.21 ms [2021-12-04 17:11:46 main:574] : INFO : Epoch 1651 | loss: 0.0311631 | val_loss: 0.0311786 | Time: 1338.53 ms [2021-12-04 17:11:47 main:574] : INFO : Epoch 1652 | loss: 0.0311616 | val_loss: 0.0311755 | Time: 1385.89 ms [2021-12-04 17:11:49 main:574] : INFO : Epoch 1653 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 1349.28 ms [2021-12-04 17:11:50 main:574] : INFO : Epoch 1654 | loss: 0.0311597 | val_loss: 0.0311819 | Time: 1348.05 ms [2021-12-04 17:11:52 main:574] : INFO : Epoch 1655 | loss: 0.0311606 | val_loss: 0.0311787 | Time: 1367.2 ms [2021-12-04 17:11:53 main:574] : INFO : Epoch 1656 | loss: 0.0311618 | val_loss: 0.031178 | Time: 1348.73 ms [2021-12-04 17:11:54 main:574] : INFO : Epoch 1657 | loss: 0.0311603 | val_loss: 0.0311778 | Time: 1384.56 ms [2021-12-04 17:11:56 main:574] : INFO : Epoch 1658 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 1387.07 ms [2021-12-04 17:11:57 main:574] : INFO : Epoch 1659 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 1370.2 ms [2021-12-04 17:11:58 main:574] : INFO : Epoch 1660 | loss: 0.0311605 | val_loss: 0.0311768 | Time: 1392.11 ms [2021-12-04 17:12:00 main:574] : INFO : Epoch 1661 | loss: 0.0311599 | val_loss: 0.03118 | Time: 1398.2 ms [2021-12-04 17:12:01 main:574] : INFO : Epoch 1662 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 1387.12 ms [2021-12-04 17:12:03 main:574] : INFO : Epoch 1663 | loss: 0.0311585 | val_loss: 0.0311786 | Time: 1366.24 ms [2021-12-04 17:12:04 main:574] : INFO : Epoch 1664 | loss: 0.0311581 | val_loss: 0.0311761 | Time: 1378.95 ms [2021-12-04 17:12:05 main:574] : INFO : Epoch 1665 | loss: 0.0311568 | val_loss: 0.0311808 | Time: 1390.04 ms [2021-12-04 17:12:07 main:574] : INFO : Epoch 1666 | loss: 0.0311576 | val_loss: 0.0311853 | Time: 1355.05 ms [2021-12-04 17:12:08 main:574] : INFO : Epoch 1667 | loss: 0.0311637 | val_loss: 0.0311828 | Time: 1390.73 ms [2021-12-04 17:12:10 main:574] : INFO : Epoch 1668 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 1362.18 ms [2021-12-04 17:12:11 main:574] : INFO : Epoch 1669 | loss: 0.0311604 | val_loss: 0.031181 | Time: 1360.02 ms [2021-12-04 17:12:12 main:574] : INFO : Epoch 1670 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1367.36 ms [2021-12-04 17:12:14 main:574] : INFO : Epoch 1671 | loss: 0.0311601 | val_loss: 0.0311836 | Time: 1395.98 ms [2021-12-04 17:12:15 main:574] : INFO : Epoch 1672 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 1349.77 ms [2021-12-04 17:12:16 main:574] : INFO : Epoch 1673 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 1372.17 ms [2021-12-04 17:12:18 main:574] : INFO : Epoch 1674 | loss: 0.0311627 | val_loss: 0.0311812 | Time: 1381.99 ms [2021-12-04 17:12:19 main:574] : INFO : Epoch 1675 | loss: 0.0311804 | val_loss: 0.0311944 | Time: 1370.42 ms [2021-12-04 17:12:21 main:574] : INFO : Epoch 1676 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 1389.7 ms [2021-12-04 17:12:22 main:574] : INFO : Epoch 1677 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1366.98 ms [2021-12-04 17:12:23 main:574] : INFO : Epoch 1678 | loss: 0.0311683 | val_loss: 0.031177 | Time: 1374.4 ms [2021-12-04 17:12:25 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 1394.69 ms [2021-12-04 17:12:26 main:574] : INFO : Epoch 1680 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1380.95 ms [2021-12-04 17:12:27 main:574] : INFO : Epoch 1681 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1379.25 ms [2021-12-04 17:12:29 main:574] : INFO : Epoch 1682 | loss: 0.0311675 | val_loss: 0.0311801 | Time: 1345.89 ms [2021-12-04 17:12:30 main:574] : INFO : Epoch 1683 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1373.67 ms [2021-12-04 17:12:32 main:574] : INFO : Epoch 1684 | loss: 0.0311643 | val_loss: 0.0311765 | Time: 1353.35 ms [2021-12-04 17:12:33 main:574] : INFO : Epoch 1685 | loss: 0.0311651 | val_loss: 0.0311845 | Time: 1373.44 ms [2021-12-04 17:12:34 main:574] : INFO : Epoch 1686 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 1373.78 ms [2021-12-04 17:12:36 main:574] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 1381.66 ms [2021-12-04 17:12:37 main:574] : INFO : Epoch 1688 | loss: 0.031165 | val_loss: 0.0311767 | Time: 1391.57 ms [2021-12-04 17:12:39 main:574] : INFO : Epoch 1689 | loss: 0.0311686 | val_loss: 0.031184 | Time: 1386.77 ms [2021-12-04 17:12:40 main:574] : INFO : Epoch 1690 | loss: 0.0311664 | val_loss: 0.031178 | Time: 1374.73 ms [2021-12-04 17:12:41 main:574] : INFO : Epoch 1691 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 1424.54 ms [2021-12-04 17:12:43 main:574] : INFO : Epoch 1692 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 1359.71 ms [2021-12-04 17:12:44 main:574] : INFO : Epoch 1693 | loss: 0.0311606 | val_loss: 0.0311762 | Time: 1391.56 ms [2021-12-04 17:12:45 main:574] : INFO : Epoch 1694 | loss: 0.0311613 | val_loss: 0.0311757 | Time: 1386.19 ms [2021-12-04 17:12:47 main:574] : INFO : Epoch 1695 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 1391.45 ms [2021-12-04 17:12:48 main:574] : INFO : Epoch 1696 | loss: 0.0311593 | val_loss: 0.031175 | Time: 1381.78 ms [2021-12-04 17:12:50 main:574] : INFO : Epoch 1697 | loss: 0.0311586 | val_loss: 0.0311763 | Time: 1360.94 ms [2021-12-04 17:12:51 main:574] : INFO : Epoch 1698 | loss: 0.031162 | val_loss: 0.0311768 | Time: 1407.03 ms [2021-12-04 17:12:52 main:574] : INFO : Epoch 1699 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 1370.33 ms [2021-12-04 17:12:54 main:574] : INFO : Epoch 1700 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 1366.86 ms [2021-12-04 17:12:55 main:574] : INFO : Epoch 1701 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1380.67 ms [2021-12-04 17:12:57 main:574] : INFO : Epoch 1702 | loss: 0.0311599 | val_loss: 0.0311748 | Time: 1373.26 ms [2021-12-04 17:12:58 main:574] : INFO : Epoch 1703 | loss: 0.0311636 | val_loss: 0.0311897 | Time: 1354.31 ms [2021-12-04 17:12:59 main:574] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.031178 | Time: 1374.1 ms [2021-12-04 17:13:01 main:574] : INFO : Epoch 1705 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 1351.94 ms [2021-12-04 17:13:02 main:574] : INFO : Epoch 1706 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 1387.32 ms [2021-12-04 17:13:03 main:574] : INFO : Epoch 1707 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 1361.58 ms [2021-12-04 17:13:05 main:574] : INFO : Epoch 1708 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 1358.99 ms [2021-12-04 17:13:06 main:574] : INFO : Epoch 1709 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 1412.42 ms [2021-12-04 17:13:08 main:574] : INFO : Epoch 1710 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 1379.52 ms [2021-12-04 17:13:09 main:574] : INFO : Epoch 1711 | loss: 0.031162 | val_loss: 0.031178 | Time: 1390.66 ms [2021-12-04 17:13:10 main:574] : INFO : Epoch 1712 | loss: 0.0311621 | val_loss: 0.0311857 | Time: 1348.52 ms [2021-12-04 17:13:12 main:574] : INFO : Epoch 1713 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1369.07 ms [2021-12-04 17:13:13 main:574] : INFO : Epoch 1714 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 1374.85 ms [2021-12-04 17:13:14 main:574] : INFO : Epoch 1715 | loss: 0.031168 | val_loss: 0.0311781 | Time: 1342.11 ms [2021-12-04 17:13:16 main:574] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 1362.42 ms [2021-12-04 17:13:17 main:574] : INFO : Epoch 1717 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 1335.96 ms [2021-12-04 17:13:19 main:574] : INFO : Epoch 1718 | loss: 0.0311617 | val_loss: 0.0311805 | Time: 1379.33 ms [2021-12-04 17:13:20 main:574] : INFO : Epoch 1719 | loss: 0.031159 | val_loss: 0.0311787 | Time: 1381.87 ms [2021-12-04 17:13:21 main:574] : INFO : Epoch 1720 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 1340.79 ms [2021-12-04 17:13:23 main:574] : INFO : Epoch 1721 | loss: 0.0311596 | val_loss: 0.0311764 | Time: 1368.02 ms [2021-12-04 17:13:24 main:574] : INFO : Epoch 1722 | loss: 0.0311585 | val_loss: 0.0311773 | Time: 1361.03 ms [2021-12-04 17:13:25 main:574] : INFO : Epoch 1723 | loss: 0.031159 | val_loss: 0.0311767 | Time: 1359.14 ms [2021-12-04 17:13:27 main:574] : INFO : Epoch 1724 | loss: 0.0311679 | val_loss: 0.031177 | Time: 1375.87 ms [2021-12-04 17:13:28 main:574] : INFO : Epoch 1725 | loss: 0.0311617 | val_loss: 0.031179 | Time: 1403.77 ms [2021-12-04 17:13:30 main:574] : INFO : Epoch 1726 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1363.45 ms [2021-12-04 17:13:31 main:574] : INFO : Epoch 1727 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 1371.2 ms [2021-12-04 17:13:32 main:574] : INFO : Epoch 1728 | loss: 0.031159 | val_loss: 0.0311753 | Time: 1377.87 ms [2021-12-04 17:13:34 main:574] : INFO : Epoch 1729 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 1364.27 ms [2021-12-04 17:13:35 main:574] : INFO : Epoch 1730 | loss: 0.0311569 | val_loss: 0.0311753 | Time: 1366.87 ms [2021-12-04 17:13:36 main:574] : INFO : Epoch 1731 | loss: 0.031156 | val_loss: 0.0311785 | Time: 1355.18 ms [2021-12-04 17:13:38 main:574] : INFO : Epoch 1732 | loss: 0.0311562 | val_loss: 0.0311843 | Time: 1344.54 ms [2021-12-04 17:13:39 main:574] : INFO : Epoch 1733 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 1392.49 ms [2021-12-04 17:13:41 main:574] : INFO : Epoch 1734 | loss: 0.0311545 | val_loss: 0.0311778 | Time: 1345.58 ms [2021-12-04 17:13:42 main:574] : INFO : Epoch 1735 | loss: 0.0311563 | val_loss: 0.0311774 | Time: 1388.9 ms [2021-12-04 17:13:43 main:574] : INFO : Epoch 1736 | loss: 0.0311547 | val_loss: 0.0311768 | Time: 1397.85 ms [2021-12-04 17:13:45 main:574] : INFO : Epoch 1737 | loss: 0.0311556 | val_loss: 0.0311778 | Time: 1363.06 ms [2021-12-04 17:13:46 main:574] : INFO : Epoch 1738 | loss: 0.031154 | val_loss: 0.0311771 | Time: 1347.53 ms [2021-12-04 17:13:47 main:574] : INFO : Epoch 1739 | loss: 0.0311625 | val_loss: 0.0311841 | Time: 1375.01 ms [2021-12-04 17:13:49 main:574] : INFO : Epoch 1740 | loss: 0.0311661 | val_loss: 0.0311809 | Time: 1385.66 ms [2021-12-04 17:13:50 main:574] : INFO : Epoch 1741 | loss: 0.0311645 | val_loss: 0.0311769 | Time: 1360.8 ms [2021-12-04 17:13:52 main:574] : INFO : Epoch 1742 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 1370.16 ms [2021-12-04 17:13:53 main:574] : INFO : Epoch 1743 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 1380 ms [2021-12-04 17:13:54 main:574] : INFO : Epoch 1744 | loss: 0.0311619 | val_loss: 0.0311761 | Time: 1349.04 ms [2021-12-04 17:13:56 main:574] : INFO : Epoch 1745 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 1395.52 ms [2021-12-04 17:13:57 main:574] : INFO : Epoch 1746 | loss: 0.0311584 | val_loss: 0.0311773 | Time: 1408.06 ms [2021-12-04 17:13:58 main:574] : INFO : Epoch 1747 | loss: 0.031158 | val_loss: 0.0311792 | Time: 1370.27 ms [2021-12-04 17:14:00 main:574] : INFO : Epoch 1748 | loss: 0.031161 | val_loss: 0.0311764 | Time: 1369.38 ms [2021-12-04 17:14:01 main:574] : INFO : Epoch 1749 | loss: 0.0311615 | val_loss: 0.0311791 | Time: 1365.91 ms [2021-12-04 17:14:03 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311768 | Time: 1356.57 ms [2021-12-04 17:14:04 main:574] : INFO : Epoch 1751 | loss: 0.0311556 | val_loss: 0.0311784 | Time: 1355.53 ms [2021-12-04 17:14:05 main:574] : INFO : Epoch 1752 | loss: 0.0311571 | val_loss: 0.0311835 | Time: 1384.69 ms [2021-12-04 17:14:07 main:574] : INFO : Epoch 1753 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 1377.73 ms [2021-12-04 17:14:08 main:574] : INFO : Epoch 1754 | loss: 0.0311545 | val_loss: 0.0311744 | Time: 1343.31 ms [2021-12-04 17:14:09 main:574] : INFO : Epoch 1755 | loss: 0.031158 | val_loss: 0.0311838 | Time: 1365.56 ms [2021-12-04 17:14:11 main:574] : INFO : Epoch 1756 | loss: 0.0311569 | val_loss: 0.0311799 | Time: 1365.19 ms [2021-12-04 17:14:12 main:574] : INFO : Epoch 1757 | loss: 0.0311594 | val_loss: 0.0311773 | Time: 1384.54 ms [2021-12-04 17:14:14 main:574] : INFO : Epoch 1758 | loss: 0.0311568 | val_loss: 0.031177 | Time: 1379.33 ms [2021-12-04 17:14:15 main:574] : INFO : Epoch 1759 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 1336.66 ms [2021-12-04 17:14:16 main:574] : INFO : Epoch 1760 | loss: 0.0311566 | val_loss: 0.0311754 | Time: 1372.37 ms [2021-12-04 17:14:18 main:574] : INFO : Epoch 1761 | loss: 0.0311551 | val_loss: 0.0311761 | Time: 1396.17 ms [2021-12-04 17:14:19 main:574] : INFO : Epoch 1762 | loss: 0.0311555 | val_loss: 0.0311873 | Time: 1370.45 ms [2021-12-04 17:14:21 main:574] : INFO : Epoch 1763 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 1397.98 ms [2021-12-04 17:14:22 main:574] : INFO : Epoch 1764 | loss: 0.0311555 | val_loss: 0.0311843 | Time: 1383.7 ms [2021-12-04 17:14:23 main:574] : INFO : Epoch 1765 | loss: 0.0311578 | val_loss: 0.0311764 | Time: 1353.73 ms [2021-12-04 17:14:25 main:574] : INFO : Epoch 1766 | loss: 0.0311551 | val_loss: 0.0311772 | Time: 1374.51 ms [2021-12-04 17:14:26 main:574] : INFO : Epoch 1767 | loss: 0.0311563 | val_loss: 0.0311838 | Time: 1373.9 ms [2021-12-04 17:14:27 main:574] : INFO : Epoch 1768 | loss: 0.0311592 | val_loss: 0.0311782 | Time: 1402.29 ms [2021-12-04 17:14:29 main:574] : INFO : Epoch 1769 | loss: 0.0311565 | val_loss: 0.0311769 | Time: 1387.14 ms [2021-12-04 17:14:30 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.031175 | Time: 1386.3 ms [2021-12-04 17:14:32 main:574] : INFO : Epoch 1771 | loss: 0.0311563 | val_loss: 0.0311869 | Time: 1401.29 ms [2021-12-04 17:14:33 main:574] : INFO : Epoch 1772 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 1422.25 ms [2021-12-04 17:14:34 main:574] : INFO : Epoch 1773 | loss: 0.0311573 | val_loss: 0.0311775 | Time: 1374.96 ms [2021-12-04 17:14:36 main:574] : INFO : Epoch 1774 | loss: 0.0311556 | val_loss: 0.031176 | Time: 1333.21 ms [2021-12-04 17:14:37 main:574] : INFO : Epoch 1775 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 1362.8 ms [2021-12-04 17:14:39 main:574] : INFO : Epoch 1776 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1359.56 ms [2021-12-04 17:14:40 main:574] : INFO : Epoch 1777 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 1369.34 ms [2021-12-04 17:14:41 main:574] : INFO : Epoch 1778 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 1388.66 ms [2021-12-04 17:14:43 main:574] : INFO : Epoch 1779 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1361.68 ms [2021-12-04 17:14:44 main:574] : INFO : Epoch 1780 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 1358.84 ms [2021-12-04 17:14:45 main:574] : INFO : Epoch 1781 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 1392.64 ms [2021-12-04 17:14:47 main:574] : INFO : Epoch 1782 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 1350.17 ms [2021-12-04 17:14:48 main:574] : INFO : Epoch 1783 | loss: 0.0311666 | val_loss: 0.0311848 | Time: 1396.63 ms [2021-12-04 17:14:50 main:574] : INFO : Epoch 1784 | loss: 0.0311668 | val_loss: 0.0311842 | Time: 1373.33 ms [2021-12-04 17:14:51 main:574] : INFO : Epoch 1785 | loss: 0.0311689 | val_loss: 0.031178 | Time: 1371.19 ms [2021-12-04 17:14:52 main:574] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 1386.98 ms [2021-12-04 17:14:54 main:574] : INFO : Epoch 1787 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 1394.65 ms [2021-12-04 17:14:55 main:574] : INFO : Epoch 1788 | loss: 0.031162 | val_loss: 0.0311782 | Time: 1395.24 ms [2021-12-04 17:14:56 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.031182 | Time: 1357.32 ms [2021-12-04 17:14:58 main:574] : INFO : Epoch 1790 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 1376.73 ms [2021-12-04 17:14:59 main:574] : INFO : Epoch 1791 | loss: 0.0311643 | val_loss: 0.0311849 | Time: 1381.44 ms [2021-12-04 17:15:01 main:574] : INFO : Epoch 1792 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 1353.66 ms [2021-12-04 17:15:02 main:574] : INFO : Epoch 1793 | loss: 0.0311616 | val_loss: 0.0311778 | Time: 1389.1 ms [2021-12-04 17:15:03 main:574] : INFO : Epoch 1794 | loss: 0.0311594 | val_loss: 0.0311748 | Time: 1371.2 ms [2021-12-04 17:15:05 main:574] : INFO : Epoch 1795 | loss: 0.0311599 | val_loss: 0.0311854 | Time: 1365.32 ms [2021-12-04 17:15:06 main:574] : INFO : Epoch 1796 | loss: 0.0311646 | val_loss: 0.0311807 | Time: 1394.46 ms [2021-12-04 17:15:08 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 1379.63 ms [2021-12-04 17:15:09 main:574] : INFO : Epoch 1798 | loss: 0.0311616 | val_loss: 0.0311817 | Time: 1373.87 ms [2021-12-04 17:15:10 main:574] : INFO : Epoch 1799 | loss: 0.0311605 | val_loss: 0.0311762 | Time: 1343.51 ms [2021-12-04 17:15:12 main:574] : INFO : Epoch 1800 | loss: 0.031161 | val_loss: 0.0311748 | Time: 1377.6 ms [2021-12-04 17:15:13 main:574] : INFO : Epoch 1801 | loss: 0.0311618 | val_loss: 0.0311832 | Time: 1402.46 ms [2021-12-04 17:15:14 main:574] : INFO : Epoch 1802 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 1353.35 ms [2021-12-04 17:15:16 main:574] : INFO : Epoch 1803 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 1364.71 ms [2021-12-04 17:15:17 main:574] : INFO : Epoch 1804 | loss: 0.0311612 | val_loss: 0.0311767 | Time: 1374.25 ms [2021-12-04 17:15:19 main:574] : INFO : Epoch 1805 | loss: 0.0311578 | val_loss: 0.0311771 | Time: 1387.15 ms [2021-12-04 17:15:20 main:574] : INFO : Epoch 1806 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 1392.38 ms [2021-12-04 17:15:21 main:574] : INFO : Epoch 1807 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 1385.08 ms [2021-12-04 17:15:23 main:574] : INFO : Epoch 1808 | loss: 0.0311585 | val_loss: 0.0311799 | Time: 1362.01 ms [2021-12-04 17:15:24 main:574] : INFO : Epoch 1809 | loss: 0.0311593 | val_loss: 0.0311804 | Time: 1369.06 ms [2021-12-04 17:15:25 main:574] : INFO : Epoch 1810 | loss: 0.0311652 | val_loss: 0.0311836 | Time: 1363.54 ms [2021-12-04 17:15:27 main:574] : INFO : Epoch 1811 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 1348.33 ms [2021-12-04 17:15:28 main:574] : INFO : Epoch 1812 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 1365.31 ms [2021-12-04 17:15:30 main:574] : INFO : Epoch 1813 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 1401.1 ms [2021-12-04 17:15:31 main:574] : INFO : Epoch 1814 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1353.45 ms [2021-12-04 17:15:32 main:574] : INFO : Epoch 1815 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 1368.37 ms [2021-12-04 17:15:34 main:574] : INFO : Epoch 1816 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1371.06 ms [2021-12-04 17:15:35 main:574] : INFO : Epoch 1817 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1331.85 ms [2021-12-04 17:15:36 main:574] : INFO : Epoch 1818 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 1378.26 ms [2021-12-04 17:15:38 main:574] : INFO : Epoch 1819 | loss: 0.0311636 | val_loss: 0.0311769 | Time: 1394.37 ms [2021-12-04 17:15:39 main:574] : INFO : Epoch 1820 | loss: 0.0311623 | val_loss: 0.031176 | Time: 1356.5 ms [2021-12-04 17:15:41 main:574] : INFO : Epoch 1821 | loss: 0.0311598 | val_loss: 0.0311842 | Time: 1345.7 ms [2021-12-04 17:15:42 main:574] : INFO : Epoch 1822 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 1344.9 ms [2021-12-04 17:15:43 main:574] : INFO : Epoch 1823 | loss: 0.0311614 | val_loss: 0.0311769 | Time: 1366.05 ms [2021-12-04 17:15:45 main:574] : INFO : Epoch 1824 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 1367.79 ms [2021-12-04 17:15:46 main:574] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311757 | Time: 1356.99 ms [2021-12-04 17:15:47 main:574] : INFO : Epoch 1826 | loss: 0.0311596 | val_loss: 0.031176 | Time: 1357.3 ms [2021-12-04 17:15:49 main:574] : INFO : Epoch 1827 | loss: 0.0311602 | val_loss: 0.0311811 | Time: 1367.49 ms [2021-12-04 17:15:50 main:574] : INFO : Epoch 1828 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 1353.64 ms [2021-12-04 17:15:52 main:574] : INFO : Epoch 1829 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 1398.94 ms [2021-12-04 17:15:53 main:574] : INFO : Epoch 1830 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 1347.73 ms [2021-12-04 17:15:54 main:574] : INFO : Epoch 1831 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1378.42 ms [2021-12-04 17:15:56 main:574] : INFO : Epoch 1832 | loss: 0.0311627 | val_loss: 0.0311829 | Time: 1380.54 ms [2021-12-04 17:15:57 main:574] : INFO : Epoch 1833 | loss: 0.0311599 | val_loss: 0.0311779 | Time: 1348.09 ms [2021-12-04 17:15:58 main:574] : INFO : Epoch 1834 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 1383.1 ms [2021-12-04 17:16:00 main:574] : INFO : Epoch 1835 | loss: 0.0311595 | val_loss: 0.0311791 | Time: 1391.96 ms [2021-12-04 17:16:01 main:574] : INFO : Epoch 1836 | loss: 0.0311604 | val_loss: 0.0311806 | Time: 1361.74 ms [2021-12-04 17:16:03 main:574] : INFO : Epoch 1837 | loss: 0.0311596 | val_loss: 0.0311783 | Time: 1365.29 ms [2021-12-04 17:16:04 main:574] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.0311791 | Time: 1371.27 ms [2021-12-04 17:16:05 main:574] : INFO : Epoch 1839 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 1354.3 ms [2021-12-04 17:16:07 main:574] : INFO : Epoch 1840 | loss: 0.0311609 | val_loss: 0.0311756 | Time: 1360.81 ms [2021-12-04 17:16:08 main:574] : INFO : Epoch 1841 | loss: 0.0311587 | val_loss: 0.0311779 | Time: 1382.08 ms [2021-12-04 17:16:09 main:574] : INFO : Epoch 1842 | loss: 0.031161 | val_loss: 0.0311765 | Time: 1349.12 ms [2021-12-04 17:16:11 main:574] : INFO : Epoch 1843 | loss: 0.0311707 | val_loss: 0.0311822 | Time: 1358.34 ms [2021-12-04 17:16:12 main:574] : INFO : Epoch 1844 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 1363.4 ms [2021-12-04 17:16:14 main:574] : INFO : Epoch 1845 | loss: 0.0311599 | val_loss: 0.0311823 | Time: 1374.8 ms [2021-12-04 17:16:15 main:574] : INFO : Epoch 1846 | loss: 0.031156 | val_loss: 0.0311774 | Time: 1369.43 ms [2021-12-04 17:16:16 main:574] : INFO : Epoch 1847 | loss: 0.0311546 | val_loss: 0.0311768 | Time: 1357.63 ms [2021-12-04 17:16:18 main:574] : INFO : Epoch 1848 | loss: 0.0311543 | val_loss: 0.0311751 | Time: 1369.52 ms [2021-12-04 17:16:19 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.0311774 | Time: 1378.74 ms [2021-12-04 17:16:20 main:574] : INFO : Epoch 1850 | loss: 0.0311571 | val_loss: 0.0311752 | Time: 1377.24 ms [2021-12-04 17:16:22 main:574] : INFO : Epoch 1851 | loss: 0.0311554 | val_loss: 0.0311767 | Time: 1362.15 ms [2021-12-04 17:16:23 main:574] : INFO : Epoch 1852 | loss: 0.0311581 | val_loss: 0.0311784 | Time: 1361.96 ms [2021-12-04 17:16:24 main:574] : INFO : Epoch 1853 | loss: 0.0311572 | val_loss: 0.0311765 | Time: 1356.97 ms [2021-12-04 17:16:26 main:574] : INFO : Epoch 1854 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 1352.43 ms [2021-12-04 17:16:27 main:574] : INFO : Epoch 1855 | loss: 0.031157 | val_loss: 0.0311839 | Time: 1385.06 ms [2021-12-04 17:16:29 main:574] : INFO : Epoch 1856 | loss: 0.0311618 | val_loss: 0.031185 | Time: 1363.64 ms [2021-12-04 17:16:30 main:574] : INFO : Epoch 1857 | loss: 0.0311617 | val_loss: 0.0311794 | Time: 1368.22 ms [2021-12-04 17:16:31 main:574] : INFO : Epoch 1858 | loss: 0.0311566 | val_loss: 0.031176 | Time: 1374.48 ms [2021-12-04 17:16:33 main:574] : INFO : Epoch 1859 | loss: 0.0311562 | val_loss: 0.0311782 | Time: 1354.33 ms [2021-12-04 17:16:34 main:574] : INFO : Epoch 1860 | loss: 0.0311561 | val_loss: 0.0311853 | Time: 1397.15 ms [2021-12-04 17:16:36 main:574] : INFO : Epoch 1861 | loss: 0.0311581 | val_loss: 0.0311867 | Time: 1382.36 ms [2021-12-04 17:16:37 main:574] : INFO : Epoch 1862 | loss: 0.0311581 | val_loss: 0.0311858 | Time: 1361.25 ms [2021-12-04 17:16:38 main:574] : INFO : Epoch 1863 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 1390.27 ms [2021-12-04 17:16:40 main:574] : INFO : Epoch 1864 | loss: 0.0311552 | val_loss: 0.0311824 | Time: 1403.69 ms [2021-12-04 17:16:41 main:574] : INFO : Epoch 1865 | loss: 0.0311567 | val_loss: 0.0311798 | Time: 1375.79 ms [2021-12-04 17:16:42 main:574] : INFO : Epoch 1866 | loss: 0.0311562 | val_loss: 0.0311793 | Time: 1349.73 ms [2021-12-04 17:16:44 main:574] : INFO : Epoch 1867 | loss: 0.0311575 | val_loss: 0.0311776 | Time: 1371.8 ms [2021-12-04 17:16:45 main:574] : INFO : Epoch 1868 | loss: 0.031154 | val_loss: 0.0311808 | Time: 1372.04 ms [2021-12-04 17:16:47 main:574] : INFO : Epoch 1869 | loss: 0.0311549 | val_loss: 0.0311758 | Time: 1363.38 ms [2021-12-04 17:16:48 main:574] : INFO : Epoch 1870 | loss: 0.031156 | val_loss: 0.0311785 | Time: 1375.9 ms [2021-12-04 17:16:49 main:574] : INFO : Epoch 1871 | loss: 0.0311566 | val_loss: 0.0311794 | Time: 1342.76 ms [2021-12-04 17:16:51 main:574] : INFO : Epoch 1872 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 1372.45 ms [2021-12-04 17:16:52 main:574] : INFO : Epoch 1873 | loss: 0.0311576 | val_loss: 0.0311783 | Time: 1369.84 ms [2021-12-04 17:16:53 main:574] : INFO : Epoch 1874 | loss: 0.0311576 | val_loss: 0.0311769 | Time: 1362.32 ms [2021-12-04 17:16:55 main:574] : INFO : Epoch 1875 | loss: 0.0311567 | val_loss: 0.0311758 | Time: 1368.3 ms [2021-12-04 17:16:56 main:574] : INFO : Epoch 1876 | loss: 0.0311546 | val_loss: 0.0311798 | Time: 1376.35 ms [2021-12-04 17:16:58 main:574] : INFO : Epoch 1877 | loss: 0.0311548 | val_loss: 0.0311792 | Time: 1343.84 ms [2021-12-04 17:16:59 main:574] : INFO : Epoch 1878 | loss: 0.0311557 | val_loss: 0.0311753 | Time: 1365.97 ms [2021-12-04 17:17:00 main:574] : INFO : Epoch 1879 | loss: 0.031155 | val_loss: 0.0311743 | Time: 1380.57 ms [2021-12-04 17:17:02 main:574] : INFO : Epoch 1880 | loss: 0.0311529 | val_loss: 0.0311764 | Time: 1349.49 ms [2021-12-04 17:17:03 main:574] : INFO : Epoch 1881 | loss: 0.0311531 | val_loss: 0.031177 | Time: 1388.59 ms [2021-12-04 17:17:04 main:574] : INFO : Epoch 1882 | loss: 0.0311545 | val_loss: 0.0311752 | Time: 1358.44 ms [2021-12-04 17:17:06 main:574] : INFO : Epoch 1883 | loss: 0.0311554 | val_loss: 0.0311756 | Time: 1349.84 ms [2021-12-04 17:17:07 main:574] : INFO : Epoch 1884 | loss: 0.0311599 | val_loss: 0.0311822 | Time: 1345.31 ms [2021-12-04 17:17:08 main:574] : INFO : Epoch 1885 | loss: 0.0311624 | val_loss: 0.0311811 | Time: 1349.69 ms [2021-12-04 17:17:10 main:574] : INFO : Epoch 1886 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 1361.73 ms [2021-12-04 17:17:11 main:574] : INFO : Epoch 1887 | loss: 0.0311563 | val_loss: 0.0311749 | Time: 1356.07 ms [2021-12-04 17:17:13 main:574] : INFO : Epoch 1888 | loss: 0.0311582 | val_loss: 0.031176 | Time: 1388.97 ms [2021-12-04 17:17:14 main:574] : INFO : Epoch 1889 | loss: 0.0311587 | val_loss: 0.0311792 | Time: 1386.03 ms [2021-12-04 17:17:15 main:574] : INFO : Epoch 1890 | loss: 0.031157 | val_loss: 0.0311778 | Time: 1374.98 ms [2021-12-04 17:17:17 main:574] : INFO : Epoch 1891 | loss: 0.0311562 | val_loss: 0.031178 | Time: 1364.86 ms [2021-12-04 17:17:18 main:574] : INFO : Epoch 1892 | loss: 0.0311552 | val_loss: 0.0311787 | Time: 1388.03 ms [2021-12-04 17:17:19 main:574] : INFO : Epoch 1893 | loss: 0.0311536 | val_loss: 0.0311791 | Time: 1360.7 ms [2021-12-04 17:17:21 main:574] : INFO : Epoch 1894 | loss: 0.0311547 | val_loss: 0.0311845 | Time: 1353.79 ms [2021-12-04 17:17:22 main:574] : INFO : Epoch 1895 | loss: 0.0311545 | val_loss: 0.0311811 | Time: 1372.2 ms [2021-12-04 17:17:24 main:574] : INFO : Epoch 1896 | loss: 0.0311549 | val_loss: 0.0311778 | Time: 1375.52 ms [2021-12-04 17:17:25 main:574] : INFO : Epoch 1897 | loss: 0.0311566 | val_loss: 0.0311801 | Time: 1359.97 ms [2021-12-04 17:17:26 main:574] : INFO : Epoch 1898 | loss: 0.0311549 | val_loss: 0.0311813 | Time: 1360.76 ms [2021-12-04 17:17:28 main:574] : INFO : Epoch 1899 | loss: 0.0311537 | val_loss: 0.0311804 | Time: 1343.11 ms [2021-12-04 17:17:29 main:574] : INFO : Epoch 1900 | loss: 0.0311554 | val_loss: 0.0311821 | Time: 1356.16 ms [2021-12-04 17:17:30 main:574] : INFO : Epoch 1901 | loss: 0.0311643 | val_loss: 0.0311831 | Time: 1342.16 ms [2021-12-04 17:17:32 main:574] : INFO : Epoch 1902 | loss: 0.0311665 | val_loss: 0.0311862 | Time: 1353.89 ms [2021-12-04 17:17:33 main:574] : INFO : Epoch 1903 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 1395.45 ms [2021-12-04 17:17:35 main:574] : INFO : Epoch 1904 | loss: 0.03116 | val_loss: 0.0311863 | Time: 1341.04 ms [2021-12-04 17:17:36 main:574] : INFO : Epoch 1905 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 1362.51 ms [2021-12-04 17:17:37 main:574] : INFO : Epoch 1906 | loss: 0.0311554 | val_loss: 0.0311782 | Time: 1372.74 ms [2021-12-04 17:17:39 main:574] : INFO : Epoch 1907 | loss: 0.0311584 | val_loss: 0.0311876 | Time: 1346.26 ms [2021-12-04 17:17:40 main:574] : INFO : Epoch 1908 | loss: 0.0311625 | val_loss: 0.0311767 | Time: 1380.77 ms [2021-12-04 17:17:41 main:574] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.0311752 | Time: 1392.75 ms [2021-12-04 17:17:43 main:574] : INFO : Epoch 1910 | loss: 0.0311578 | val_loss: 0.0311768 | Time: 1355.75 ms [2021-12-04 17:17:44 main:574] : INFO : Epoch 1911 | loss: 0.0311593 | val_loss: 0.0311773 | Time: 1372.01 ms [2021-12-04 17:17:45 main:574] : INFO : Epoch 1912 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1363.31 ms [2021-12-04 17:17:47 main:574] : INFO : Epoch 1913 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 1363.64 ms [2021-12-04 17:17:48 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1379 ms [2021-12-04 17:17:50 main:574] : INFO : Epoch 1915 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1377.87 ms [2021-12-04 17:17:51 main:574] : INFO : Epoch 1916 | loss: 0.0311628 | val_loss: 0.0311779 | Time: 1353.67 ms [2021-12-04 17:17:52 main:574] : INFO : Epoch 1917 | loss: 0.0311601 | val_loss: 0.0311792 | Time: 1384.92 ms [2021-12-04 17:17:54 main:574] : INFO : Epoch 1918 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 1380.04 ms [2021-12-04 17:17:55 main:574] : INFO : Epoch 1919 | loss: 0.031156 | val_loss: 0.0311784 | Time: 1332.76 ms [2021-12-04 17:17:56 main:574] : INFO : Epoch 1920 | loss: 0.0311557 | val_loss: 0.0311796 | Time: 1369.08 ms [2021-12-04 17:17:58 main:574] : INFO : Epoch 1921 | loss: 0.0311548 | val_loss: 0.0311777 | Time: 1353.16 ms [2021-12-04 17:17:59 main:574] : INFO : Epoch 1922 | loss: 0.0311568 | val_loss: 0.031176 | Time: 1359.39 ms [2021-12-04 17:18:01 main:574] : INFO : Epoch 1923 | loss: 0.0311566 | val_loss: 0.0311786 | Time: 1387.66 ms [2021-12-04 17:18:02 main:574] : INFO : Epoch 1924 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 1343.07 ms [2021-12-04 17:18:03 main:574] : INFO : Epoch 1925 | loss: 0.0311551 | val_loss: 0.031177 | Time: 1367.18 ms [2021-12-04 17:18:05 main:574] : INFO : Epoch 1926 | loss: 0.0311539 | val_loss: 0.0311774 | Time: 1355.92 ms [2021-12-04 17:18:06 main:574] : INFO : Epoch 1927 | loss: 0.0311558 | val_loss: 0.0311834 | Time: 1351.3 ms [2021-12-04 17:18:07 main:574] : INFO : Epoch 1928 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 1356 ms [2021-12-04 17:18:09 main:574] : INFO : Epoch 1929 | loss: 0.0311551 | val_loss: 0.0311763 | Time: 1362.21 ms [2021-12-04 17:18:10 main:574] : INFO : Epoch 1930 | loss: 0.0311558 | val_loss: 0.031174 | Time: 1359.23 ms [2021-12-04 17:18:12 main:574] : INFO : Epoch 1931 | loss: 0.0311577 | val_loss: 0.031183 | Time: 1363.8 ms [2021-12-04 17:18:13 main:574] : INFO : Epoch 1932 | loss: 0.0311572 | val_loss: 0.0311778 | Time: 1356.23 ms [2021-12-04 17:18:14 main:574] : INFO : Epoch 1933 | loss: 0.031157 | val_loss: 0.0311765 | Time: 1363.49 ms [2021-12-04 17:18:16 main:574] : INFO : Epoch 1934 | loss: 0.0311568 | val_loss: 0.0311802 | Time: 1354.71 ms [2021-12-04 17:18:17 main:574] : INFO : Epoch 1935 | loss: 0.0311565 | val_loss: 0.0311761 | Time: 1374.42 ms [2021-12-04 17:18:18 main:574] : INFO : Epoch 1936 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 1402.39 ms [2021-12-04 17:18:20 main:574] : INFO : Epoch 1937 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 1367.87 ms [2021-12-04 17:18:21 main:574] : INFO : Epoch 1938 | loss: 0.031156 | val_loss: 0.0311869 | Time: 1382.28 ms [2021-12-04 17:18:23 main:574] : INFO : Epoch 1939 | loss: 0.0311593 | val_loss: 0.0311815 | Time: 1350.9 ms [2021-12-04 17:18:24 main:574] : INFO : Epoch 1940 | loss: 0.0311585 | val_loss: 0.0311806 | Time: 1374.47 ms [2021-12-04 17:18:25 main:574] : INFO : Epoch 1941 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 1360.49 ms [2021-12-04 17:18:27 main:574] : INFO : Epoch 1942 | loss: 0.0311583 | val_loss: 0.0311838 | Time: 1374.98 ms [2021-12-04 17:18:28 main:574] : INFO : Epoch 1943 | loss: 0.0311562 | val_loss: 0.0311767 | Time: 1383.61 ms [2021-12-04 17:18:29 main:574] : INFO : Epoch 1944 | loss: 0.0311557 | val_loss: 0.0311785 | Time: 1378.45 ms [2021-12-04 17:18:31 main:574] : INFO : Epoch 1945 | loss: 0.0311566 | val_loss: 0.0311841 | Time: 1375.7 ms [2021-12-04 17:18:32 main:574] : INFO : Epoch 1946 | loss: 0.0311656 | val_loss: 0.031187 | Time: 1405.34 ms [2021-12-04 17:18:34 main:574] : INFO : Epoch 1947 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 1346.42 ms [2021-12-04 17:18:35 main:574] : INFO : Epoch 1948 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 1361.76 ms [2021-12-04 17:18:36 main:574] : INFO : Epoch 1949 | loss: 0.0311661 | val_loss: 0.0311867 | Time: 1336.36 ms [2021-12-04 17:18:38 main:574] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 1382.83 ms [2021-12-04 17:18:39 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 1370.61 ms [2021-12-04 17:18:40 main:574] : INFO : Epoch 1952 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 1354.99 ms [2021-12-04 17:18:42 main:574] : INFO : Epoch 1953 | loss: 0.0311659 | val_loss: 0.031181 | Time: 1403.74 ms [2021-12-04 17:18:43 main:574] : INFO : Epoch 1954 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 1365.64 ms [2021-12-04 17:18:45 main:574] : INFO : Epoch 1955 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 1390.74 ms [2021-12-04 17:18:46 main:574] : INFO : Epoch 1956 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 1350.91 ms [2021-12-04 17:18:47 main:574] : INFO : Epoch 1957 | loss: 0.0311618 | val_loss: 0.0311768 | Time: 1407.68 ms [2021-12-04 17:18:49 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311771 | Time: 1385.34 ms [2021-12-04 17:18:50 main:574] : INFO : Epoch 1959 | loss: 0.0311597 | val_loss: 0.0311778 | Time: 1346.42 ms [2021-12-04 17:18:51 main:574] : INFO : Epoch 1960 | loss: 0.031159 | val_loss: 0.0311747 | Time: 1373.9 ms [2021-12-04 17:18:53 main:574] : INFO : Epoch 1961 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 1372.73 ms [2021-12-04 17:18:54 main:574] : INFO : Epoch 1962 | loss: 0.0311571 | val_loss: 0.0311769 | Time: 1346.78 ms [2021-12-04 17:18:56 main:574] : INFO : Epoch 1963 | loss: 0.0311574 | val_loss: 0.0311769 | Time: 1353.16 ms [2021-12-04 17:18:57 main:574] : INFO : Epoch 1964 | loss: 0.0311571 | val_loss: 0.0311785 | Time: 1336.4 ms [2021-12-04 17:18:58 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311787 | Time: 1389.91 ms [2021-12-04 17:19:00 main:574] : INFO : Epoch 1966 | loss: 0.0311621 | val_loss: 0.0311804 | Time: 1359.56 ms [2021-12-04 17:19:01 main:574] : INFO : Epoch 1967 | loss: 0.0311592 | val_loss: 0.0311786 | Time: 1341.64 ms [2021-12-04 17:19:02 main:574] : INFO : Epoch 1968 | loss: 0.0311581 | val_loss: 0.0311813 | Time: 1393.25 ms [2021-12-04 17:19:04 main:574] : INFO : Epoch 1969 | loss: 0.0311594 | val_loss: 0.0311812 | Time: 1378.29 ms [2021-12-04 17:19:05 main:574] : INFO : Epoch 1970 | loss: 0.0311615 | val_loss: 0.0311797 | Time: 1392.58 ms [2021-12-04 17:19:07 main:574] : INFO : Epoch 1971 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 1373.46 ms [2021-12-04 17:19:08 main:574] : INFO : Epoch 1972 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 1415.92 ms [2021-12-04 17:19:09 main:574] : INFO : Epoch 1973 | loss: 0.0311588 | val_loss: 0.0311781 | Time: 1369.35 ms [2021-12-04 17:19:11 main:574] : INFO : Epoch 1974 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 1350.57 ms [2021-12-04 17:19:12 main:574] : INFO : Epoch 1975 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 1375.43 ms [2021-12-04 17:19:14 main:574] : INFO : Epoch 1976 | loss: 0.0311583 | val_loss: 0.0311768 | Time: 1379.98 ms [2021-12-04 17:19:15 main:574] : INFO : Epoch 1977 | loss: 0.0311594 | val_loss: 0.0311786 | Time: 1340.58 ms [2021-12-04 17:19:16 main:574] : INFO : Epoch 1978 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 1379.01 ms [2021-12-04 17:19:18 main:574] : INFO : Epoch 1979 | loss: 0.031161 | val_loss: 0.0311797 | Time: 1365.6 ms [2021-12-04 17:19:19 main:574] : INFO : Epoch 1980 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 1367.45 ms [2021-12-04 17:19:20 main:574] : INFO : Epoch 1981 | loss: 0.0311588 | val_loss: 0.0311767 | Time: 1399.85 ms [2021-12-04 17:19:22 main:574] : INFO : Epoch 1982 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 1374.01 ms [2021-12-04 17:19:23 main:574] : INFO : Epoch 1983 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 1343.07 ms [2021-12-04 17:19:25 main:574] : INFO : Epoch 1984 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 1373.2 ms [2021-12-04 17:19:26 main:574] : INFO : Epoch 1985 | loss: 0.0311582 | val_loss: 0.0311764 | Time: 1382.77 ms [2021-12-04 17:19:27 main:574] : INFO : Epoch 1986 | loss: 0.0311585 | val_loss: 0.031176 | Time: 1364.07 ms [2021-12-04 17:19:29 main:574] : INFO : Epoch 1987 | loss: 0.031164 | val_loss: 0.0311774 | Time: 1385.17 ms [2021-12-04 17:19:30 main:574] : INFO : Epoch 1988 | loss: 0.0311691 | val_loss: 0.0311907 | Time: 1375.82 ms [2021-12-04 17:19:31 main:574] : INFO : Epoch 1989 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 1410.97 ms [2021-12-04 17:19:33 main:574] : INFO : Epoch 1990 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 1363.6 ms [2021-12-04 17:19:34 main:574] : INFO : Epoch 1991 | loss: 0.0311607 | val_loss: 0.0311935 | Time: 1355.72 ms [2021-12-04 17:19:36 main:574] : INFO : Epoch 1992 | loss: 0.0311594 | val_loss: 0.0311773 | Time: 1366.49 ms [2021-12-04 17:19:37 main:574] : INFO : Epoch 1993 | loss: 0.0311555 | val_loss: 0.0311764 | Time: 1337.05 ms [2021-12-04 17:19:38 main:574] : INFO : Epoch 1994 | loss: 0.0311553 | val_loss: 0.0311766 | Time: 1361.14 ms [2021-12-04 17:19:40 main:574] : INFO : Epoch 1995 | loss: 0.031155 | val_loss: 0.0311741 | Time: 1349.4 ms [2021-12-04 17:19:41 main:574] : INFO : Epoch 1996 | loss: 0.0311554 | val_loss: 0.031174 | Time: 1348.37 ms [2021-12-04 17:19:42 main:574] : INFO : Epoch 1997 | loss: 0.0311559 | val_loss: 0.0311764 | Time: 1345.96 ms [2021-12-04 17:19:44 main:574] : INFO : Epoch 1998 | loss: 0.0311586 | val_loss: 0.0311901 | Time: 1365.5 ms [2021-12-04 17:19:45 main:574] : INFO : Epoch 1999 | loss: 0.0311632 | val_loss: 0.0311825 | Time: 1385.1 ms [2021-12-04 17:19:46 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.0311838 | Time: 1346.85 ms [2021-12-04 17:19:48 main:574] : INFO : Epoch 2001 | loss: 0.0311622 | val_loss: 0.0311816 | Time: 1373.77 ms [2021-12-04 17:19:49 main:574] : INFO : Epoch 2002 | loss: 0.0311676 | val_loss: 0.031181 | Time: 1393.17 ms [2021-12-04 17:19:51 main:574] : INFO : Epoch 2003 | loss: 0.0311656 | val_loss: 0.031179 | Time: 1389.68 ms [2021-12-04 17:19:52 main:574] : INFO : Epoch 2004 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 1361.97 ms [2021-12-04 17:19:53 main:574] : INFO : Epoch 2005 | loss: 0.0311617 | val_loss: 0.0311799 | Time: 1373.77 ms [2021-12-04 17:19:55 main:574] : INFO : Epoch 2006 | loss: 0.0311595 | val_loss: 0.0311793 | Time: 1410.41 ms [2021-12-04 17:19:56 main:574] : INFO : Epoch 2007 | loss: 0.0311576 | val_loss: 0.0311838 | Time: 1374.71 ms [2021-12-04 17:19:58 main:574] : INFO : Epoch 2008 | loss: 0.0311603 | val_loss: 0.031187 | Time: 1349.4 ms [2021-12-04 17:19:59 main:574] : INFO : Epoch 2009 | loss: 0.0311593 | val_loss: 0.0311793 | Time: 1367.35 ms [2021-12-04 17:20:00 main:574] : INFO : Epoch 2010 | loss: 0.0311582 | val_loss: 0.0311797 | Time: 1337.4 ms [2021-12-04 17:20:02 main:574] : INFO : Epoch 2011 | loss: 0.0311583 | val_loss: 0.0311776 | Time: 1353.53 ms [2021-12-04 17:20:03 main:574] : INFO : Epoch 2012 | loss: 0.0311556 | val_loss: 0.031177 | Time: 1355.08 ms [2021-12-04 17:20:04 main:574] : INFO : Epoch 2013 | loss: 0.0311564 | val_loss: 0.0311792 | Time: 1359.95 ms [2021-12-04 17:20:06 main:574] : INFO : Epoch 2014 | loss: 0.0311555 | val_loss: 0.0311749 | Time: 1372.95 ms [2021-12-04 17:20:07 main:574] : INFO : Epoch 2015 | loss: 0.0311575 | val_loss: 0.0311904 | Time: 1371.82 ms [2021-12-04 17:20:08 main:574] : INFO : Epoch 2016 | loss: 0.0311606 | val_loss: 0.0311865 | Time: 1372.09 ms [2021-12-04 17:20:10 main:574] : INFO : Epoch 2017 | loss: 0.0311613 | val_loss: 0.031182 | Time: 1388.94 ms [2021-12-04 17:20:11 main:574] : INFO : Epoch 2018 | loss: 0.0311575 | val_loss: 0.0311787 | Time: 1356.97 ms [2021-12-04 17:20:13 main:574] : INFO : Epoch 2019 | loss: 0.0311546 | val_loss: 0.0311798 | Time: 1356.25 ms [2021-12-04 17:20:14 main:574] : INFO : Epoch 2020 | loss: 0.0311589 | val_loss: 0.0311809 | Time: 1390.49 ms [2021-12-04 17:20:15 main:574] : INFO : Epoch 2021 | loss: 0.0311604 | val_loss: 0.0311777 | Time: 1365.26 ms [2021-12-04 17:20:17 main:574] : INFO : Epoch 2022 | loss: 0.031158 | val_loss: 0.031178 | Time: 1379.05 ms [2021-12-04 17:20:18 main:574] : INFO : Epoch 2023 | loss: 0.0311585 | val_loss: 0.0311793 | Time: 1365.28 ms [2021-12-04 17:20:19 main:574] : INFO : Epoch 2024 | loss: 0.0311573 | val_loss: 0.0311793 | Time: 1344.98 ms [2021-12-04 17:20:21 main:574] : INFO : Epoch 2025 | loss: 0.0311559 | val_loss: 0.0311783 | Time: 1362.21 ms [2021-12-04 17:20:22 main:574] : INFO : Epoch 2026 | loss: 0.0311566 | val_loss: 0.0311784 | Time: 1346.83 ms [2021-12-04 17:20:24 main:574] : INFO : Epoch 2027 | loss: 0.0311564 | val_loss: 0.0311814 | Time: 1349.3 ms [2021-12-04 17:20:25 main:574] : INFO : Epoch 2028 | loss: 0.0311554 | val_loss: 0.0311779 | Time: 1364.36 ms [2021-12-04 17:20:26 main:574] : INFO : Epoch 2029 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 1344.72 ms [2021-12-04 17:20:28 main:574] : INFO : Epoch 2030 | loss: 0.031158 | val_loss: 0.0311804 | Time: 1370.75 ms [2021-12-04 17:20:29 main:574] : INFO : Epoch 2031 | loss: 0.0311598 | val_loss: 0.0311772 | Time: 1377.23 ms [2021-12-04 17:20:30 main:574] : INFO : Epoch 2032 | loss: 0.0311588 | val_loss: 0.0311763 | Time: 1341.67 ms [2021-12-04 17:20:32 main:574] : INFO : Epoch 2033 | loss: 0.0311581 | val_loss: 0.0311784 | Time: 1400.83 ms [2021-12-04 17:20:33 main:574] : INFO : Epoch 2034 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 1374.73 ms [2021-12-04 17:20:35 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311805 | Time: 1351.88 ms [2021-12-04 17:20:36 main:574] : INFO : Epoch 2036 | loss: 0.0311574 | val_loss: 0.0311764 | Time: 1374.84 ms [2021-12-04 17:20:37 main:574] : INFO : Epoch 2037 | loss: 0.0311577 | val_loss: 0.031181 | Time: 1372.45 ms [2021-12-04 17:20:39 main:574] : INFO : Epoch 2038 | loss: 0.0311574 | val_loss: 0.0311762 | Time: 1340.15 ms [2021-12-04 17:20:40 main:574] : INFO : Epoch 2039 | loss: 0.0311565 | val_loss: 0.0311794 | Time: 1385.76 ms [2021-12-04 17:20:41 main:574] : INFO : Epoch 2040 | loss: 0.0311583 | val_loss: 0.0311786 | Time: 1398.79 ms [2021-12-04 17:20:43 main:574] : INFO : Epoch 2041 | loss: 0.0311572 | val_loss: 0.0311779 | Time: 1348.4 ms [2021-12-04 17:20:44 main:574] : INFO : Epoch 2042 | loss: 0.0311563 | val_loss: 0.0311802 | Time: 1381 ms [2021-12-04 17:20:46 main:574] : INFO : Epoch 2043 | loss: 0.0311583 | val_loss: 0.0311781 | Time: 1379.46 ms [2021-12-04 17:20:47 main:574] : INFO : Epoch 2044 | loss: 0.0311548 | val_loss: 0.0311803 | Time: 1359.69 ms [2021-12-04 17:20:48 main:574] : INFO : Epoch 2045 | loss: 0.0311553 | val_loss: 0.0311797 | Time: 1360.24 ms [2021-12-04 17:20:50 main:574] : INFO : Epoch 2046 | loss: 0.0311576 | val_loss: 0.0311816 | Time: 1371.57 ms [2021-12-04 17:20:51 main:574] : INFO : Epoch 2047 | loss: 0.0311587 | val_loss: 0.0311854 | Time: 1361.8 ms [2021-12-04 17:20:52 main:574] : INFO : Epoch 2048 | loss: 0.0311638 | val_loss: 0.0311796 | Time: 1388.16 ms [2021-12-04 17:20:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311796 [2021-12-04 17:20:52 main:603] : INFO : Saving end state to config to file [2021-12-04 17:20:52 main:608] : INFO : Success, exiting.. 17:20:52 (16004): 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)