Task 9324757
| Name | ParityModified-1636228667-3807-2-0_0 |
| Workunit | 6751387 |
| Created | 1 Dec 2021, 6:27:46 UTC |
| Sent | 4 Dec 2021, 11:00:00 UTC |
| Report deadline | 12 Dec 2021, 11:00:00 UTC |
| Received | 4 Dec 2021, 16:51:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 29 min |
| CPU time | 1 hours 28 min 17 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 | 2.70 GB |
| Peak swap size | 4.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.0311821 | val_loss: 0.0311933 | Time: 1351.7 ms [2021-12-04 15:39:20 main:574] : INFO : Epoch 1543 | loss: 0.0311814 | val_loss: 0.031187 | Time: 1358.08 ms [2021-12-04 15:39:21 main:574] : INFO : Epoch 1544 | loss: 0.031181 | val_loss: 0.0311898 | Time: 1349.37 ms [2021-12-04 15:39:23 main:574] : INFO : Epoch 1545 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 1356.66 ms [2021-12-04 15:39:24 main:574] : INFO : Epoch 1546 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 1363.41 ms [2021-12-04 15:39:25 main:574] : INFO : Epoch 1547 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 1345.05 ms [2021-12-04 15:39:27 main:574] : INFO : Epoch 1548 | loss: 0.0311817 | val_loss: 0.0311923 | Time: 1358.56 ms [2021-12-04 15:39:28 main:574] : INFO : Epoch 1549 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 1365.28 ms [2021-12-04 15:39:29 main:574] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311929 | Time: 1348.13 ms [2021-12-04 15:39:31 main:574] : INFO : Epoch 1551 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 1359.59 ms [2021-12-04 15:39:32 main:574] : INFO : Epoch 1552 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 1339.06 ms [2021-12-04 15:39:33 main:574] : INFO : Epoch 1553 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 1388.72 ms [2021-12-04 15:39:35 main:574] : INFO : Epoch 1554 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 1414.44 ms [2021-12-04 15:39:36 main:574] : INFO : Epoch 1555 | loss: 0.0311807 | val_loss: 0.0311906 | Time: 1333.36 ms [2021-12-04 15:39:38 main:574] : INFO : Epoch 1556 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 1402.63 ms [2021-12-04 15:39:39 main:574] : INFO : Epoch 1557 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 1382.01 ms [2021-12-04 15:39:40 main:574] : INFO : Epoch 1558 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 1362.12 ms [2021-12-04 15:39:42 main:574] : INFO : Epoch 1559 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 1349.22 ms [2021-12-04 15:39:43 main:574] : INFO : Epoch 1560 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 1359.13 ms [2021-12-04 15:39:44 main:574] : INFO : Epoch 1561 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 1334.38 ms [2021-12-04 15:39:46 main:574] : INFO : Epoch 1562 | loss: 0.0311804 | val_loss: 0.031188 | Time: 1349.86 ms [2021-12-04 15:39:47 main:574] : INFO : Epoch 1563 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 1352.02 ms [2021-12-04 15:39:49 main:574] : INFO : Epoch 1564 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 1395.85 ms [2021-12-04 15:39:50 main:574] : INFO : Epoch 1565 | loss: 0.031181 | val_loss: 0.0311824 | Time: 1367.77 ms [2021-12-04 15:39:51 main:574] : INFO : Epoch 1566 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 1333.74 ms [2021-12-04 15:39:53 main:574] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.0312027 | Time: 1334.73 ms [2021-12-04 15:39:54 main:574] : INFO : Epoch 1568 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 1371.19 ms [2021-12-04 15:39:55 main:574] : INFO : Epoch 1569 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1317.4 ms [2021-12-04 15:39:57 main:574] : INFO : Epoch 1570 | loss: 0.0311803 | val_loss: 0.0311966 | Time: 1368.88 ms [2021-12-04 15:39:58 main:574] : INFO : Epoch 1571 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 1347.56 ms [2021-12-04 15:39:59 main:574] : INFO : Epoch 1572 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 1362.55 ms [2021-12-04 15:40:01 main:574] : INFO : Epoch 1573 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 1352.72 ms [2021-12-04 15:40:02 main:574] : INFO : Epoch 1574 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 1348.01 ms [2021-12-04 15:40:03 main:574] : INFO : Epoch 1575 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 1367.59 ms [2021-12-04 15:40:05 main:574] : INFO : Epoch 1576 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 1339.01 ms [2021-12-04 15:40:06 main:574] : INFO : Epoch 1577 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1334.28 ms [2021-12-04 15:40:08 main:574] : INFO : Epoch 1578 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 1330.56 ms [2021-12-04 15:40:09 main:574] : INFO : Epoch 1579 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 1373.3 ms [2021-12-04 15:40:10 main:574] : INFO : Epoch 1580 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 1341.46 ms [2021-12-04 15:40:12 main:574] : INFO : Epoch 1581 | loss: 0.031169 | val_loss: 0.0311739 | Time: 1356.38 ms [2021-12-04 15:40:13 main:574] : INFO : Epoch 1582 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 1342.09 ms [2021-12-04 15:40:14 main:574] : INFO : Epoch 1583 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1339.12 ms [2021-12-04 15:40:16 main:574] : INFO : Epoch 1584 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1358.32 ms [2021-12-04 15:40:17 main:574] : INFO : Epoch 1585 | loss: 0.0311719 | val_loss: 0.0311733 | Time: 1345.61 ms [2021-12-04 15:40:18 main:574] : INFO : Epoch 1586 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 1353.37 ms [2021-12-04 15:40:20 main:574] : INFO : Epoch 1587 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1341.46 ms [2021-12-04 15:40:21 main:574] : INFO : Epoch 1588 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 1372.69 ms [2021-12-04 15:40:22 main:574] : INFO : Epoch 1589 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1370.9 ms [2021-12-04 15:40:24 main:574] : INFO : Epoch 1590 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 1364.34 ms [2021-12-04 15:40:25 main:574] : INFO : Epoch 1591 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 1360.91 ms [2021-12-04 15:40:27 main:574] : INFO : Epoch 1592 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1403.47 ms [2021-12-04 15:40:28 main:574] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1369.71 ms [2021-12-04 15:40:29 main:574] : INFO : Epoch 1594 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1404.71 ms [2021-12-04 15:40:31 main:574] : INFO : Epoch 1595 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1359.22 ms [2021-12-04 15:40:32 main:574] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311825 | Time: 1329.67 ms [2021-12-04 15:40:33 main:574] : INFO : Epoch 1597 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1354.21 ms [2021-12-04 15:40:35 main:574] : INFO : Epoch 1598 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 1333.06 ms [2021-12-04 15:40:36 main:574] : INFO : Epoch 1599 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1331.03 ms [2021-12-04 15:40:38 main:574] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 1356.87 ms [2021-12-04 15:40:39 main:574] : INFO : Epoch 1601 | loss: 0.031165 | val_loss: 0.0311733 | Time: 1353.86 ms [2021-12-04 15:40:40 main:574] : INFO : Epoch 1602 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1369.35 ms [2021-12-04 15:40:42 main:574] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311709 | Time: 1333.57 ms [2021-12-04 15:40:43 main:574] : INFO : Epoch 1604 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1372.44 ms [2021-12-04 15:40:44 main:574] : INFO : Epoch 1605 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 1415.71 ms [2021-12-04 15:40:46 main:574] : INFO : Epoch 1606 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1415.54 ms [2021-12-04 15:40:47 main:574] : INFO : Epoch 1607 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1356.62 ms [2021-12-04 15:40:49 main:574] : INFO : Epoch 1608 | loss: 0.031165 | val_loss: 0.0311794 | Time: 1369.22 ms [2021-12-04 15:40:50 main:574] : INFO : Epoch 1609 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 1360.67 ms [2021-12-04 15:40:51 main:574] : INFO : Epoch 1610 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 1338.68 ms [2021-12-04 15:40:53 main:574] : INFO : Epoch 1611 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 1365.5 ms [2021-12-04 15:40:54 main:574] : INFO : Epoch 1612 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1331.23 ms [2021-12-04 15:40:55 main:574] : INFO : Epoch 1613 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 1354.9 ms [2021-12-04 15:40:57 main:574] : INFO : Epoch 1614 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1343.97 ms [2021-12-04 15:40:58 main:574] : INFO : Epoch 1615 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 1375.18 ms [2021-12-04 15:40:59 main:574] : INFO : Epoch 1616 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 1359.28 ms [2021-12-04 15:41:01 main:574] : INFO : Epoch 1617 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 1364.15 ms [2021-12-04 15:41:02 main:574] : INFO : Epoch 1618 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1389.54 ms [2021-12-04 15:41:04 main:574] : INFO : Epoch 1619 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 1368.18 ms [2021-12-04 15:41:05 main:574] : INFO : Epoch 1620 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 1345.14 ms [2021-12-04 15:41:06 main:574] : INFO : Epoch 1621 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 1356.84 ms [2021-12-04 15:41:08 main:574] : INFO : Epoch 1622 | loss: 0.0311612 | val_loss: 0.0311759 | Time: 1376.2 ms [2021-12-04 15:41:09 main:574] : INFO : Epoch 1623 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 1343.76 ms [2021-12-04 15:41:10 main:574] : INFO : Epoch 1624 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 1356.15 ms [2021-12-04 15:41:12 main:574] : INFO : Epoch 1625 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 1353.78 ms [2021-12-04 15:41:13 main:574] : INFO : Epoch 1626 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1356.64 ms [2021-12-04 15:41:15 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 1400.78 ms [2021-12-04 15:41:16 main:574] : INFO : Epoch 1628 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 1378.4 ms [2021-12-04 15:41:17 main:574] : INFO : Epoch 1629 | loss: 0.0311621 | val_loss: 0.0311738 | Time: 1386.41 ms [2021-12-04 15:41:19 main:574] : INFO : Epoch 1630 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 1359.11 ms [2021-12-04 15:41:20 main:574] : INFO : Epoch 1631 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1313.14 ms [2021-12-04 15:41:21 main:574] : INFO : Epoch 1632 | loss: 0.0311609 | val_loss: 0.031174 | Time: 1369.07 ms [2021-12-04 15:41:23 main:574] : INFO : Epoch 1633 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 1391.69 ms [2021-12-04 15:41:24 main:574] : INFO : Epoch 1634 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 1351.84 ms [2021-12-04 15:41:26 main:574] : INFO : Epoch 1635 | loss: 0.0311604 | val_loss: 0.0311775 | Time: 1392.51 ms [2021-12-04 15:41:27 main:574] : INFO : Epoch 1636 | loss: 0.0311602 | val_loss: 0.0311775 | Time: 1420.77 ms [2021-12-04 15:41:28 main:574] : INFO : Epoch 1637 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 1384.3 ms [2021-12-04 15:41:30 main:574] : INFO : Epoch 1638 | loss: 0.031157 | val_loss: 0.0311745 | Time: 1415.08 ms [2021-12-04 15:41:31 main:574] : INFO : Epoch 1639 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 1445.01 ms [2021-12-04 15:41:33 main:574] : INFO : Epoch 1640 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 1420.06 ms [2021-12-04 15:41:34 main:574] : INFO : Epoch 1641 | loss: 0.0311575 | val_loss: 0.0311746 | Time: 1419.25 ms [2021-12-04 15:41:35 main:574] : INFO : Epoch 1642 | loss: 0.0311574 | val_loss: 0.0311754 | Time: 1365.37 ms [2021-12-04 15:41:37 main:574] : INFO : Epoch 1643 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 1347.74 ms [2021-12-04 15:41:38 main:574] : INFO : Epoch 1644 | loss: 0.0311607 | val_loss: 0.031178 | Time: 1373.19 ms [2021-12-04 15:41:40 main:574] : INFO : Epoch 1645 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1416.24 ms [2021-12-04 15:41:41 main:574] : INFO : Epoch 1646 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 1345.06 ms [2021-12-04 15:41:42 main:574] : INFO : Epoch 1647 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 1354.07 ms [2021-12-04 15:41:44 main:574] : INFO : Epoch 1648 | loss: 0.031159 | val_loss: 0.0311788 | Time: 1348.87 ms [2021-12-04 15:41:45 main:574] : INFO : Epoch 1649 | loss: 0.031159 | val_loss: 0.0311751 | Time: 1336.25 ms [2021-12-04 15:41:46 main:574] : INFO : Epoch 1650 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 1343.77 ms [2021-12-04 15:41:48 main:574] : INFO : Epoch 1651 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 1357.88 ms [2021-12-04 15:41:49 main:574] : INFO : Epoch 1652 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 1362.01 ms [2021-12-04 15:41:50 main:574] : INFO : Epoch 1653 | loss: 0.031157 | val_loss: 0.0311723 | Time: 1355.2 ms [2021-12-04 15:41:52 main:574] : INFO : Epoch 1654 | loss: 0.0311553 | val_loss: 0.0311713 | Time: 1381.02 ms [2021-12-04 15:41:53 main:574] : INFO : Epoch 1655 | loss: 0.0311566 | val_loss: 0.0311715 | Time: 1375.3 ms [2021-12-04 15:41:55 main:574] : INFO : Epoch 1656 | loss: 0.0311558 | val_loss: 0.0311724 | Time: 1334.25 ms [2021-12-04 15:41:56 main:574] : INFO : Epoch 1657 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 1367.05 ms [2021-12-04 15:41:57 main:574] : INFO : Epoch 1658 | loss: 0.031158 | val_loss: 0.0311723 | Time: 1338.07 ms [2021-12-04 15:41:59 main:574] : INFO : Epoch 1659 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 1361.73 ms [2021-12-04 15:42:00 main:574] : INFO : Epoch 1660 | loss: 0.0311569 | val_loss: 0.0311718 | Time: 1375.25 ms [2021-12-04 15:42:01 main:574] : INFO : Epoch 1661 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 1337.73 ms [2021-12-04 15:42:03 main:574] : INFO : Epoch 1662 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 1359.89 ms [2021-12-04 15:42:04 main:574] : INFO : Epoch 1663 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 1345.64 ms [2021-12-04 15:42:05 main:574] : INFO : Epoch 1664 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 1355.72 ms [2021-12-04 15:42:07 main:574] : INFO : Epoch 1665 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 1377.91 ms [2021-12-04 15:42:08 main:574] : INFO : Epoch 1666 | loss: 0.0311581 | val_loss: 0.0311729 | Time: 1368.03 ms [2021-12-04 15:42:10 main:574] : INFO : Epoch 1667 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 1514.72 ms [2021-12-04 15:42:11 main:574] : INFO : Epoch 1668 | loss: 0.0311573 | val_loss: 0.031169 | Time: 1403.19 ms [2021-12-04 15:42:13 main:574] : INFO : Epoch 1669 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 1383.96 ms [2021-12-04 15:42:14 main:574] : INFO : Epoch 1670 | loss: 0.0311556 | val_loss: 0.0311698 | Time: 1484.36 ms [2021-12-04 15:42:16 main:574] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.03117 | Time: 1518.42 ms [2021-12-04 15:42:17 main:574] : INFO : Epoch 1672 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 1479.77 ms [2021-12-04 15:42:18 main:574] : INFO : Epoch 1673 | loss: 0.0311521 | val_loss: 0.0311696 | Time: 1469.74 ms [2021-12-04 15:42:20 main:574] : INFO : Epoch 1674 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 1489.63 ms [2021-12-04 15:42:21 main:574] : INFO : Epoch 1675 | loss: 0.0311567 | val_loss: 0.0311686 | Time: 1406.73 ms [2021-12-04 15:42:23 main:574] : INFO : Epoch 1676 | loss: 0.0311562 | val_loss: 0.0311759 | Time: 1375.22 ms [2021-12-04 15:42:24 main:574] : INFO : Epoch 1677 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 1421.01 ms [2021-12-04 15:42:26 main:574] : INFO : Epoch 1678 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1432.14 ms [2021-12-04 15:42:27 main:574] : INFO : Epoch 1679 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 1474.48 ms [2021-12-04 15:42:29 main:574] : INFO : Epoch 1680 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 1489.56 ms [2021-12-04 15:42:30 main:574] : INFO : Epoch 1681 | loss: 0.0311558 | val_loss: 0.0311685 | Time: 1384.81 ms [2021-12-04 15:42:31 main:574] : INFO : Epoch 1682 | loss: 0.031156 | val_loss: 0.0311695 | Time: 1339.89 ms [2021-12-04 15:42:33 main:574] : INFO : Epoch 1683 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 1378.6 ms [2021-12-04 15:42:34 main:574] : INFO : Epoch 1684 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 1383.97 ms [2021-12-04 15:42:36 main:574] : INFO : Epoch 1685 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 1377.6 ms [2021-12-04 15:42:38 main:574] : INFO : Epoch 1686 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1393.41 ms [2021-12-04 15:42:40 main:574] : INFO : Epoch 1687 | loss: 0.0311524 | val_loss: 0.0311656 | Time: 1408.99 ms [2021-12-04 15:42:41 main:574] : INFO : Epoch 1688 | loss: 0.031156 | val_loss: 0.0311723 | Time: 1427.58 ms [2021-12-04 15:42:43 main:574] : INFO : Epoch 1689 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1385.61 ms [2021-12-04 15:42:44 main:574] : INFO : Epoch 1690 | loss: 0.0311543 | val_loss: 0.0311658 | Time: 1444.09 ms [2021-12-04 15:42:46 main:574] : INFO : Epoch 1691 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 1411.11 ms [2021-12-04 15:42:47 main:574] : INFO : Epoch 1692 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 1401.64 ms [2021-12-04 15:42:49 main:574] : INFO : Epoch 1693 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 1398.94 ms [2021-12-04 15:42:50 main:574] : INFO : Epoch 1694 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 1391.81 ms [2021-12-04 15:42:52 main:574] : INFO : Epoch 1695 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 1361.77 ms [2021-12-04 15:42:54 main:574] : INFO : Epoch 1696 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 1416.29 ms [2021-12-04 15:42:56 main:574] : INFO : Epoch 1697 | loss: 0.0311547 | val_loss: 0.0311672 | Time: 1399.19 ms [2021-12-04 15:42:57 main:574] : INFO : Epoch 1698 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 1392.62 ms [2021-12-04 15:42:59 main:574] : INFO : Epoch 1699 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 1437.68 ms [2021-12-04 15:43:01 main:574] : INFO : Epoch 1700 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 1418.12 ms [2021-12-04 15:43:02 main:574] : INFO : Epoch 1701 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 1409.98 ms [2021-12-04 15:43:04 main:574] : INFO : Epoch 1702 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 1363.98 ms [2021-12-04 15:43:05 main:574] : INFO : Epoch 1703 | loss: 0.0311537 | val_loss: 0.031169 | Time: 1371.05 ms [2021-12-04 15:43:06 main:574] : INFO : Epoch 1704 | loss: 0.031151 | val_loss: 0.0311641 | Time: 1407.78 ms [2021-12-04 15:43:08 main:574] : INFO : Epoch 1705 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 1363.78 ms [2021-12-04 15:43:09 main:574] : INFO : Epoch 1706 | loss: 0.031154 | val_loss: 0.0311614 | Time: 1402.24 ms [2021-12-04 15:43:11 main:574] : INFO : Epoch 1707 | loss: 0.031152 | val_loss: 0.0311602 | Time: 1397.99 ms [2021-12-04 15:43:12 main:574] : INFO : Epoch 1708 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 1502.72 ms [2021-12-04 15:43:14 main:574] : INFO : Epoch 1709 | loss: 0.0311502 | val_loss: 0.0311588 | Time: 1517.55 ms [2021-12-04 15:43:15 main:574] : INFO : Epoch 1710 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 1518.01 ms [2021-12-04 15:43:17 main:574] : INFO : Epoch 1711 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 1404.29 ms [2021-12-04 15:43:18 main:574] : INFO : Epoch 1712 | loss: 0.0311472 | val_loss: 0.0311599 | Time: 1392.91 ms [2021-12-04 15:43:19 main:574] : INFO : Epoch 1713 | loss: 0.0311463 | val_loss: 0.0311587 | Time: 1349.33 ms [2021-12-04 15:43:21 main:574] : INFO : Epoch 1714 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 1386.15 ms [2021-12-04 15:43:22 main:574] : INFO : Epoch 1715 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 1357.24 ms [2021-12-04 15:43:23 main:574] : INFO : Epoch 1716 | loss: 0.0311474 | val_loss: 0.0311649 | Time: 1349.95 ms [2021-12-04 15:43:25 main:574] : INFO : Epoch 1717 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1371.04 ms [2021-12-04 15:43:26 main:574] : INFO : Epoch 1718 | loss: 0.0311523 | val_loss: 0.0311659 | Time: 1389.77 ms [2021-12-04 15:43:28 main:574] : INFO : Epoch 1719 | loss: 0.0311476 | val_loss: 0.0311621 | Time: 1344.64 ms [2021-12-04 15:43:29 main:574] : INFO : Epoch 1720 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 1364.51 ms [2021-12-04 15:43:30 main:574] : INFO : Epoch 1721 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 1378.24 ms [2021-12-04 15:43:32 main:574] : INFO : Epoch 1722 | loss: 0.031145 | val_loss: 0.0311626 | Time: 1342.11 ms [2021-12-04 15:43:33 main:574] : INFO : Epoch 1723 | loss: 0.0311458 | val_loss: 0.0311609 | Time: 1380.4 ms [2021-12-04 15:43:34 main:574] : INFO : Epoch 1724 | loss: 0.031145 | val_loss: 0.0311618 | Time: 1384.67 ms [2021-12-04 15:43:36 main:574] : INFO : Epoch 1725 | loss: 0.0311432 | val_loss: 0.031164 | Time: 1330.59 ms [2021-12-04 15:43:37 main:574] : INFO : Epoch 1726 | loss: 0.0311485 | val_loss: 0.0311654 | Time: 1378.68 ms [2021-12-04 15:43:39 main:574] : INFO : Epoch 1727 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 1362.46 ms [2021-12-04 15:43:40 main:574] : INFO : Epoch 1728 | loss: 0.0311541 | val_loss: 0.0311652 | Time: 1351.13 ms [2021-12-04 15:43:41 main:574] : INFO : Epoch 1729 | loss: 0.0311523 | val_loss: 0.0311634 | Time: 1347.85 ms [2021-12-04 15:43:43 main:574] : INFO : Epoch 1730 | loss: 0.0311507 | val_loss: 0.031166 | Time: 1326.32 ms [2021-12-04 15:43:44 main:574] : INFO : Epoch 1731 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 1360.33 ms [2021-12-04 15:43:45 main:574] : INFO : Epoch 1732 | loss: 0.0311499 | val_loss: 0.0311626 | Time: 1340.47 ms [2021-12-04 15:43:47 main:574] : INFO : Epoch 1733 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 1407.21 ms [2021-12-04 15:43:48 main:574] : INFO : Epoch 1734 | loss: 0.031151 | val_loss: 0.0311653 | Time: 1369.29 ms [2021-12-04 15:43:49 main:574] : INFO : Epoch 1735 | loss: 0.0311481 | val_loss: 0.0311675 | Time: 1366.87 ms [2021-12-04 15:43:51 main:574] : INFO : Epoch 1736 | loss: 0.0311507 | val_loss: 0.0311773 | Time: 1350.63 ms [2021-12-04 15:43:52 main:574] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 1343.01 ms [2021-12-04 15:43:54 main:574] : INFO : Epoch 1738 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 1362.75 ms [2021-12-04 15:43:55 main:574] : INFO : Epoch 1739 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 1364.31 ms [2021-12-04 15:43:56 main:574] : INFO : Epoch 1740 | loss: 0.0311467 | val_loss: 0.031164 | Time: 1336.12 ms [2021-12-04 15:43:58 main:574] : INFO : Epoch 1741 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 1350.08 ms [2021-12-04 15:43:59 main:574] : INFO : Epoch 1742 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 1354.92 ms [2021-12-04 15:44:00 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311632 | Time: 1336.9 ms [2021-12-04 15:44:02 main:574] : INFO : Epoch 1744 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 1382.72 ms [2021-12-04 15:44:03 main:574] : INFO : Epoch 1745 | loss: 0.0311522 | val_loss: 0.0311609 | Time: 1349.8 ms [2021-12-04 15:44:04 main:574] : INFO : Epoch 1746 | loss: 0.0311497 | val_loss: 0.0311607 | Time: 1360.96 ms [2021-12-04 15:44:06 main:574] : INFO : Epoch 1747 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 1389.14 ms [2021-12-04 15:44:07 main:574] : INFO : Epoch 1748 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 1348.43 ms [2021-12-04 15:44:09 main:574] : INFO : Epoch 1749 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1370.84 ms [2021-12-04 15:44:10 main:574] : INFO : Epoch 1750 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 1332.64 ms [2021-12-04 15:44:11 main:574] : INFO : Epoch 1751 | loss: 0.0311514 | val_loss: 0.031166 | Time: 1359.96 ms [2021-12-04 15:44:13 main:574] : INFO : Epoch 1752 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 1357.6 ms [2021-12-04 15:44:14 main:574] : INFO : Epoch 1753 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1329.48 ms [2021-12-04 15:44:15 main:574] : INFO : Epoch 1754 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 1369.18 ms [2021-12-04 15:44:17 main:574] : INFO : Epoch 1755 | loss: 0.0311483 | val_loss: 0.0311614 | Time: 1328.13 ms [2021-12-04 15:44:18 main:574] : INFO : Epoch 1756 | loss: 0.0311477 | val_loss: 0.0311644 | Time: 1349.63 ms [2021-12-04 15:44:19 main:574] : INFO : Epoch 1757 | loss: 0.0311453 | val_loss: 0.03116 | Time: 1336.31 ms [2021-12-04 15:44:21 main:574] : INFO : Epoch 1758 | loss: 0.0311437 | val_loss: 0.0311616 | Time: 1370.75 ms [2021-12-04 15:44:22 main:574] : INFO : Epoch 1759 | loss: 0.031146 | val_loss: 0.0311611 | Time: 1392.45 ms [2021-12-04 15:44:23 main:574] : INFO : Epoch 1760 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 1349.64 ms [2021-12-04 15:44:25 main:574] : INFO : Epoch 1761 | loss: 0.0311457 | val_loss: 0.0311661 | Time: 1389.95 ms [2021-12-04 15:44:26 main:574] : INFO : Epoch 1762 | loss: 0.0311447 | val_loss: 0.0311666 | Time: 1359.13 ms [2021-12-04 15:44:28 main:574] : INFO : Epoch 1763 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 1378.68 ms [2021-12-04 15:44:29 main:574] : INFO : Epoch 1764 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 1364.56 ms [2021-12-04 15:44:30 main:574] : INFO : Epoch 1765 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 1373.18 ms [2021-12-04 15:44:32 main:574] : INFO : Epoch 1766 | loss: 0.0311425 | val_loss: 0.0311618 | Time: 1336.63 ms [2021-12-04 15:44:33 main:574] : INFO : Epoch 1767 | loss: 0.0311437 | val_loss: 0.0311632 | Time: 1361.24 ms [2021-12-04 15:44:34 main:574] : INFO : Epoch 1768 | loss: 0.0311451 | val_loss: 0.0311616 | Time: 1338.15 ms [2021-12-04 15:44:36 main:574] : INFO : Epoch 1769 | loss: 0.031145 | val_loss: 0.03116 | Time: 1363.52 ms [2021-12-04 15:44:37 main:574] : INFO : Epoch 1770 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1327.26 ms [2021-12-04 15:44:38 main:574] : INFO : Epoch 1771 | loss: 0.0311442 | val_loss: 0.0311584 | Time: 1357.7 ms [2021-12-04 15:44:40 main:574] : INFO : Epoch 1772 | loss: 0.0311455 | val_loss: 0.0311698 | Time: 1382.56 ms [2021-12-04 15:44:41 main:574] : INFO : Epoch 1773 | loss: 0.0311506 | val_loss: 0.031166 | Time: 1355.17 ms [2021-12-04 15:44:43 main:574] : INFO : Epoch 1774 | loss: 0.0311494 | val_loss: 0.031162 | Time: 1385.64 ms [2021-12-04 15:44:44 main:574] : INFO : Epoch 1775 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 1412.25 ms [2021-12-04 15:44:45 main:574] : INFO : Epoch 1776 | loss: 0.0311472 | val_loss: 0.031164 | Time: 1371.37 ms [2021-12-04 15:44:47 main:574] : INFO : Epoch 1777 | loss: 0.0311458 | val_loss: 0.0311664 | Time: 1366.57 ms [2021-12-04 15:44:48 main:574] : INFO : Epoch 1778 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 1361.84 ms [2021-12-04 15:44:50 main:574] : INFO : Epoch 1779 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 1381.48 ms [2021-12-04 15:44:51 main:574] : INFO : Epoch 1780 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 1336.57 ms [2021-12-04 15:44:52 main:574] : INFO : Epoch 1781 | loss: 0.0311437 | val_loss: 0.0311642 | Time: 1374.25 ms [2021-12-04 15:44:54 main:574] : INFO : Epoch 1782 | loss: 0.0311416 | val_loss: 0.0311627 | Time: 1333.89 ms [2021-12-04 15:44:55 main:574] : INFO : Epoch 1783 | loss: 0.0311439 | val_loss: 0.031164 | Time: 1350.86 ms [2021-12-04 15:44:56 main:574] : INFO : Epoch 1784 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 1394.79 ms [2021-12-04 15:44:58 main:574] : INFO : Epoch 1785 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 1354.08 ms [2021-12-04 15:44:59 main:574] : INFO : Epoch 1786 | loss: 0.0311426 | val_loss: 0.0311643 | Time: 1360.46 ms [2021-12-04 15:45:00 main:574] : INFO : Epoch 1787 | loss: 0.0311412 | val_loss: 0.031164 | Time: 1371.9 ms [2021-12-04 15:45:02 main:574] : INFO : Epoch 1788 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 1348.89 ms [2021-12-04 15:45:03 main:574] : INFO : Epoch 1789 | loss: 0.0311408 | val_loss: 0.0311624 | Time: 1348.1 ms [2021-12-04 15:45:05 main:574] : INFO : Epoch 1790 | loss: 0.0311406 | val_loss: 0.0311642 | Time: 1348.91 ms [2021-12-04 15:45:06 main:574] : INFO : Epoch 1791 | loss: 0.0311423 | val_loss: 0.0311661 | Time: 1356.89 ms [2021-12-04 15:45:07 main:574] : INFO : Epoch 1792 | loss: 0.031141 | val_loss: 0.0311653 | Time: 1363.12 ms [2021-12-04 15:45:09 main:574] : INFO : Epoch 1793 | loss: 0.0311407 | val_loss: 0.0311636 | Time: 1355.96 ms [2021-12-04 15:45:10 main:574] : INFO : Epoch 1794 | loss: 0.0311432 | val_loss: 0.0311698 | Time: 1368.32 ms [2021-12-04 15:45:11 main:574] : INFO : Epoch 1795 | loss: 0.0311411 | val_loss: 0.0311672 | Time: 1340.62 ms [2021-12-04 15:45:13 main:574] : INFO : Epoch 1796 | loss: 0.031142 | val_loss: 0.0311726 | Time: 1358.02 ms [2021-12-04 15:45:14 main:574] : INFO : Epoch 1797 | loss: 0.0311449 | val_loss: 0.0311647 | Time: 1412.22 ms [2021-12-04 15:45:15 main:574] : INFO : Epoch 1798 | loss: 0.0311408 | val_loss: 0.0311663 | Time: 1337.66 ms [2021-12-04 15:45:17 main:574] : INFO : Epoch 1799 | loss: 0.031141 | val_loss: 0.0311651 | Time: 1356.64 ms [2021-12-04 15:45:18 main:574] : INFO : Epoch 1800 | loss: 0.0311408 | val_loss: 0.0311639 | Time: 1359.55 ms [2021-12-04 15:45:20 main:574] : INFO : Epoch 1801 | loss: 0.0311423 | val_loss: 0.0311648 | Time: 1389.75 ms [2021-12-04 15:45:21 main:574] : INFO : Epoch 1802 | loss: 0.0311413 | val_loss: 0.0311637 | Time: 1367.28 ms [2021-12-04 15:45:22 main:574] : INFO : Epoch 1803 | loss: 0.0311425 | val_loss: 0.0311673 | Time: 1338.46 ms [2021-12-04 15:45:24 main:574] : INFO : Epoch 1804 | loss: 0.0311412 | val_loss: 0.0311652 | Time: 1370.4 ms [2021-12-04 15:45:25 main:574] : INFO : Epoch 1805 | loss: 0.0311407 | val_loss: 0.0311646 | Time: 1371.64 ms [2021-12-04 15:45:26 main:574] : INFO : Epoch 1806 | loss: 0.0311407 | val_loss: 0.0311668 | Time: 1344.63 ms [2021-12-04 15:45:28 main:574] : INFO : Epoch 1807 | loss: 0.0311409 | val_loss: 0.0311667 | Time: 1390.88 ms [2021-12-04 15:45:29 main:574] : INFO : Epoch 1808 | loss: 0.031141 | val_loss: 0.0311648 | Time: 1388.44 ms [2021-12-04 15:45:31 main:574] : INFO : Epoch 1809 | loss: 0.0311436 | val_loss: 0.0311662 | Time: 1363.01 ms [2021-12-04 15:45:32 main:574] : INFO : Epoch 1810 | loss: 0.0311412 | val_loss: 0.0311662 | Time: 1363.22 ms [2021-12-04 15:45:33 main:574] : INFO : Epoch 1811 | loss: 0.031144 | val_loss: 0.0311631 | Time: 1413.79 ms [2021-12-04 15:45:35 main:574] : INFO : Epoch 1812 | loss: 0.0311442 | val_loss: 0.0311652 | Time: 1351.66 ms [2021-12-04 15:45:36 main:574] : INFO : Epoch 1813 | loss: 0.0311447 | val_loss: 0.0311676 | Time: 1339.53 ms [2021-12-04 15:45:37 main:574] : INFO : Epoch 1814 | loss: 0.0311452 | val_loss: 0.0311644 | Time: 1346.59 ms [2021-12-04 15:45:39 main:574] : INFO : Epoch 1815 | loss: 0.0311432 | val_loss: 0.0311654 | Time: 1338.04 ms [2021-12-04 15:45:40 main:574] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311641 | Time: 1333.08 ms [2021-12-04 15:45:41 main:574] : INFO : Epoch 1817 | loss: 0.0311439 | val_loss: 0.031168 | Time: 1340.6 ms [2021-12-04 15:45:43 main:574] : INFO : Epoch 1818 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 1386.22 ms [2021-12-04 15:45:44 main:574] : INFO : Epoch 1819 | loss: 0.0311443 | val_loss: 0.0311634 | Time: 1346.79 ms [2021-12-04 15:45:46 main:574] : INFO : Epoch 1820 | loss: 0.0311458 | val_loss: 0.031164 | Time: 1353.54 ms [2021-12-04 15:45:47 main:574] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1347.58 ms [2021-12-04 15:45:48 main:574] : INFO : Epoch 1822 | loss: 0.0311415 | val_loss: 0.0311633 | Time: 1372.28 ms [2021-12-04 15:45:50 main:574] : INFO : Epoch 1823 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 1389.67 ms [2021-12-04 15:45:51 main:574] : INFO : Epoch 1824 | loss: 0.0311414 | val_loss: 0.0311623 | Time: 1368.43 ms [2021-12-04 15:45:52 main:574] : INFO : Epoch 1825 | loss: 0.0311421 | val_loss: 0.0311628 | Time: 1338.16 ms [2021-12-04 15:45:54 main:574] : INFO : Epoch 1826 | loss: 0.0311414 | val_loss: 0.031165 | Time: 1383.98 ms [2021-12-04 15:45:55 main:574] : INFO : Epoch 1827 | loss: 0.0311428 | val_loss: 0.0311674 | Time: 1344.09 ms [2021-12-04 15:45:57 main:574] : INFO : Epoch 1828 | loss: 0.0311477 | val_loss: 0.0311644 | Time: 1347.35 ms [2021-12-04 15:45:58 main:574] : INFO : Epoch 1829 | loss: 0.031142 | val_loss: 0.0311617 | Time: 1380.43 ms [2021-12-04 15:45:59 main:574] : INFO : Epoch 1830 | loss: 0.0311419 | val_loss: 0.0311598 | Time: 1333.27 ms [2021-12-04 15:46:01 main:574] : INFO : Epoch 1831 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 1358.95 ms [2021-12-04 15:46:02 main:574] : INFO : Epoch 1832 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 1322.84 ms [2021-12-04 15:46:03 main:574] : INFO : Epoch 1833 | loss: 0.031142 | val_loss: 0.0311627 | Time: 1365.54 ms [2021-12-04 15:46:05 main:574] : INFO : Epoch 1834 | loss: 0.0311398 | val_loss: 0.0311684 | Time: 1355.89 ms [2021-12-04 15:46:06 main:574] : INFO : Epoch 1835 | loss: 0.0311413 | val_loss: 0.0311662 | Time: 1347.99 ms [2021-12-04 15:46:07 main:574] : INFO : Epoch 1836 | loss: 0.031141 | val_loss: 0.0311609 | Time: 1360.08 ms [2021-12-04 15:46:09 main:574] : INFO : Epoch 1837 | loss: 0.0311413 | val_loss: 0.0311617 | Time: 1363.96 ms [2021-12-04 15:46:10 main:574] : INFO : Epoch 1838 | loss: 0.0311401 | val_loss: 0.0311609 | Time: 1356.39 ms [2021-12-04 15:46:11 main:574] : INFO : Epoch 1839 | loss: 0.0311393 | val_loss: 0.0311609 | Time: 1350.04 ms [2021-12-04 15:46:13 main:574] : INFO : Epoch 1840 | loss: 0.0311393 | val_loss: 0.0311621 | Time: 1362.29 ms [2021-12-04 15:46:14 main:574] : INFO : Epoch 1841 | loss: 0.0311394 | val_loss: 0.031157 | Time: 1377.25 ms [2021-12-04 15:46:16 main:574] : INFO : Epoch 1842 | loss: 0.0311397 | val_loss: 0.0311622 | Time: 1344.52 ms [2021-12-04 15:46:17 main:574] : INFO : Epoch 1843 | loss: 0.0311446 | val_loss: 0.0311725 | Time: 1391.66 ms [2021-12-04 15:46:18 main:574] : INFO : Epoch 1844 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 1364.95 ms [2021-12-04 15:46:20 main:574] : INFO : Epoch 1845 | loss: 0.0311421 | val_loss: 0.0311598 | Time: 1350.26 ms [2021-12-04 15:46:21 main:574] : INFO : Epoch 1846 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 1370.75 ms [2021-12-04 15:46:22 main:574] : INFO : Epoch 1847 | loss: 0.0311419 | val_loss: 0.0311613 | Time: 1352.47 ms [2021-12-04 15:46:24 main:574] : INFO : Epoch 1848 | loss: 0.0311402 | val_loss: 0.0311581 | Time: 1346.34 ms [2021-12-04 15:46:25 main:574] : INFO : Epoch 1849 | loss: 0.0311397 | val_loss: 0.0311599 | Time: 1370.65 ms [2021-12-04 15:46:27 main:574] : INFO : Epoch 1850 | loss: 0.0311393 | val_loss: 0.0311587 | Time: 1340.92 ms [2021-12-04 15:46:28 main:574] : INFO : Epoch 1851 | loss: 0.0311376 | val_loss: 0.0311585 | Time: 1363.63 ms [2021-12-04 15:46:29 main:574] : INFO : Epoch 1852 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1364.16 ms [2021-12-04 15:46:31 main:574] : INFO : Epoch 1853 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 1383.34 ms [2021-12-04 15:46:32 main:574] : INFO : Epoch 1854 | loss: 0.0311376 | val_loss: 0.0311614 | Time: 1376.34 ms [2021-12-04 15:46:33 main:574] : INFO : Epoch 1855 | loss: 0.0311376 | val_loss: 0.031159 | Time: 1396.92 ms [2021-12-04 15:46:35 main:574] : INFO : Epoch 1856 | loss: 0.0311375 | val_loss: 0.0311603 | Time: 1344.89 ms [2021-12-04 15:46:36 main:574] : INFO : Epoch 1857 | loss: 0.0311367 | val_loss: 0.0311624 | Time: 1375.16 ms [2021-12-04 15:46:38 main:574] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.0311634 | Time: 1384.87 ms [2021-12-04 15:46:39 main:574] : INFO : Epoch 1859 | loss: 0.0311351 | val_loss: 0.0311627 | Time: 1383.31 ms [2021-12-04 15:46:40 main:574] : INFO : Epoch 1860 | loss: 0.0311367 | val_loss: 0.0311646 | Time: 1382.65 ms [2021-12-04 15:46:42 main:574] : INFO : Epoch 1861 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 1363.51 ms [2021-12-04 15:46:43 main:574] : INFO : Epoch 1862 | loss: 0.0311377 | val_loss: 0.0311723 | Time: 1363.27 ms [2021-12-04 15:46:44 main:574] : INFO : Epoch 1863 | loss: 0.03114 | val_loss: 0.0311706 | Time: 1344.9 ms [2021-12-04 15:46:46 main:574] : INFO : Epoch 1864 | loss: 0.0311401 | val_loss: 0.0311642 | Time: 1391.13 ms [2021-12-04 15:46:47 main:574] : INFO : Epoch 1865 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 1333.28 ms [2021-12-04 15:46:49 main:574] : INFO : Epoch 1866 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1377.5 ms [2021-12-04 15:46:50 main:574] : INFO : Epoch 1867 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 1335.84 ms [2021-12-04 15:46:51 main:574] : INFO : Epoch 1868 | loss: 0.0311416 | val_loss: 0.0311612 | Time: 1347.22 ms [2021-12-04 15:46:53 main:574] : INFO : Epoch 1869 | loss: 0.0311367 | val_loss: 0.0311604 | Time: 1335.52 ms [2021-12-04 15:46:54 main:574] : INFO : Epoch 1870 | loss: 0.0311372 | val_loss: 0.0311642 | Time: 1369.1 ms [2021-12-04 15:46:55 main:574] : INFO : Epoch 1871 | loss: 0.0311393 | val_loss: 0.0311628 | Time: 1392.24 ms [2021-12-04 15:46:57 main:574] : INFO : Epoch 1872 | loss: 0.0311382 | val_loss: 0.0311592 | Time: 1346.45 ms [2021-12-04 15:46:58 main:574] : INFO : Epoch 1873 | loss: 0.0311378 | val_loss: 0.0311609 | Time: 1405.53 ms [2021-12-04 15:47:00 main:574] : INFO : Epoch 1874 | loss: 0.0311365 | val_loss: 0.0311572 | Time: 1367.39 ms [2021-12-04 15:47:01 main:574] : INFO : Epoch 1875 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 1330.99 ms [2021-12-04 15:47:02 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311585 | Time: 1344.61 ms [2021-12-04 15:47:04 main:574] : INFO : Epoch 1877 | loss: 0.0311503 | val_loss: 0.0311561 | Time: 1385.28 ms [2021-12-04 15:47:05 main:574] : INFO : Epoch 1878 | loss: 0.0311471 | val_loss: 0.0311523 | Time: 1356.45 ms [2021-12-04 15:47:06 main:574] : INFO : Epoch 1879 | loss: 0.0311496 | val_loss: 0.0311606 | Time: 1374.08 ms [2021-12-04 15:47:08 main:574] : INFO : Epoch 1880 | loss: 0.0311482 | val_loss: 0.031157 | Time: 1358.11 ms [2021-12-04 15:47:09 main:574] : INFO : Epoch 1881 | loss: 0.0311483 | val_loss: 0.0311755 | Time: 1354.65 ms [2021-12-04 15:47:10 main:574] : INFO : Epoch 1882 | loss: 0.03115 | val_loss: 0.0311581 | Time: 1358.82 ms [2021-12-04 15:47:12 main:574] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311524 | Time: 1341.64 ms [2021-12-04 15:47:13 main:574] : INFO : Epoch 1884 | loss: 0.0311414 | val_loss: 0.0311538 | Time: 1349.54 ms [2021-12-04 15:47:15 main:574] : INFO : Epoch 1885 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 1369.74 ms [2021-12-04 15:47:16 main:574] : INFO : Epoch 1886 | loss: 0.0311422 | val_loss: 0.0311536 | Time: 1371.76 ms [2021-12-04 15:47:17 main:574] : INFO : Epoch 1887 | loss: 0.0311424 | val_loss: 0.0311592 | Time: 1366.61 ms [2021-12-04 15:47:19 main:574] : INFO : Epoch 1888 | loss: 0.0311434 | val_loss: 0.0311589 | Time: 1362.91 ms [2021-12-04 15:47:20 main:574] : INFO : Epoch 1889 | loss: 0.0311421 | val_loss: 0.0311616 | Time: 1343.67 ms [2021-12-04 15:47:21 main:574] : INFO : Epoch 1890 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 1388.46 ms [2021-12-04 15:47:23 main:574] : INFO : Epoch 1891 | loss: 0.0311422 | val_loss: 0.0311579 | Time: 1345.14 ms [2021-12-04 15:47:24 main:574] : INFO : Epoch 1892 | loss: 0.031142 | val_loss: 0.0311621 | Time: 1359.8 ms [2021-12-04 15:47:25 main:574] : INFO : Epoch 1893 | loss: 0.0311426 | val_loss: 0.0311591 | Time: 1343.56 ms [2021-12-04 15:47:27 main:574] : INFO : Epoch 1894 | loss: 0.0311416 | val_loss: 0.0311572 | Time: 1343.55 ms [2021-12-04 15:47:28 main:574] : INFO : Epoch 1895 | loss: 0.0311409 | val_loss: 0.0311593 | Time: 1378.28 ms [2021-12-04 15:47:30 main:574] : INFO : Epoch 1896 | loss: 0.0311429 | val_loss: 0.0311571 | Time: 1349.83 ms [2021-12-04 15:47:31 main:574] : INFO : Epoch 1897 | loss: 0.0311395 | val_loss: 0.0311589 | Time: 1349.79 ms [2021-12-04 15:47:32 main:574] : INFO : Epoch 1898 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 1359.25 ms [2021-12-04 15:47:34 main:574] : INFO : Epoch 1899 | loss: 0.0311426 | val_loss: 0.031159 | Time: 1365.17 ms [2021-12-04 15:47:35 main:574] : INFO : Epoch 1900 | loss: 0.0311406 | val_loss: 0.0311578 | Time: 1387.05 ms [2021-12-04 15:47:36 main:574] : INFO : Epoch 1901 | loss: 0.0311403 | val_loss: 0.0311587 | Time: 1371.52 ms [2021-12-04 15:47:38 main:574] : INFO : Epoch 1902 | loss: 0.0311386 | val_loss: 0.0311583 | Time: 1342.35 ms [2021-12-04 15:47:39 main:574] : INFO : Epoch 1903 | loss: 0.0311378 | val_loss: 0.0311581 | Time: 1366.32 ms [2021-12-04 15:47:40 main:574] : INFO : Epoch 1904 | loss: 0.0311381 | val_loss: 0.0311585 | Time: 1345.62 ms [2021-12-04 15:47:42 main:574] : INFO : Epoch 1905 | loss: 0.0311391 | val_loss: 0.031162 | Time: 1391.04 ms [2021-12-04 15:47:43 main:574] : INFO : Epoch 1906 | loss: 0.0311386 | val_loss: 0.0311585 | Time: 1382.85 ms [2021-12-04 15:47:45 main:574] : INFO : Epoch 1907 | loss: 0.0311389 | val_loss: 0.0311657 | Time: 1357.01 ms [2021-12-04 15:47:46 main:574] : INFO : Epoch 1908 | loss: 0.0311382 | val_loss: 0.0311563 | Time: 1374.02 ms [2021-12-04 15:47:47 main:574] : INFO : Epoch 1909 | loss: 0.0311388 | val_loss: 0.0311591 | Time: 1358.27 ms [2021-12-04 15:47:49 main:574] : INFO : Epoch 1910 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1359.06 ms [2021-12-04 15:47:50 main:574] : INFO : Epoch 1911 | loss: 0.0311364 | val_loss: 0.0311585 | Time: 1353.48 ms [2021-12-04 15:47:51 main:574] : INFO : Epoch 1912 | loss: 0.0311431 | val_loss: 0.0311582 | Time: 1353.54 ms [2021-12-04 15:47:53 main:574] : INFO : Epoch 1913 | loss: 0.0311429 | val_loss: 0.0311594 | Time: 1363.18 ms [2021-12-04 15:47:54 main:574] : INFO : Epoch 1914 | loss: 0.0311414 | val_loss: 0.0311599 | Time: 1358.62 ms [2021-12-04 15:47:56 main:574] : INFO : Epoch 1915 | loss: 0.0311407 | val_loss: 0.0311611 | Time: 1367.41 ms [2021-12-04 15:47:57 main:574] : INFO : Epoch 1916 | loss: 0.0311411 | val_loss: 0.0311621 | Time: 1351.57 ms [2021-12-04 15:47:58 main:574] : INFO : Epoch 1917 | loss: 0.0311448 | val_loss: 0.0311591 | Time: 1349.67 ms [2021-12-04 15:48:00 main:574] : INFO : Epoch 1918 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 1346.39 ms [2021-12-04 15:48:01 main:574] : INFO : Epoch 1919 | loss: 0.0311368 | val_loss: 0.0311576 | Time: 1373.47 ms [2021-12-04 15:48:02 main:574] : INFO : Epoch 1920 | loss: 0.0311371 | val_loss: 0.0311563 | Time: 1334.99 ms [2021-12-04 15:48:04 main:574] : INFO : Epoch 1921 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 1368.48 ms [2021-12-04 15:48:05 main:574] : INFO : Epoch 1922 | loss: 0.0311386 | val_loss: 0.0311704 | Time: 1373.57 ms [2021-12-04 15:48:06 main:574] : INFO : Epoch 1923 | loss: 0.0311444 | val_loss: 0.0311582 | Time: 1351.27 ms [2021-12-04 15:48:08 main:574] : INFO : Epoch 1924 | loss: 0.031135 | val_loss: 0.0311563 | Time: 1375.23 ms [2021-12-04 15:48:09 main:574] : INFO : Epoch 1925 | loss: 0.0311348 | val_loss: 0.0311591 | Time: 1355.34 ms [2021-12-04 15:48:11 main:574] : INFO : Epoch 1926 | loss: 0.0311333 | val_loss: 0.0311563 | Time: 1351.94 ms [2021-12-04 15:48:12 main:574] : INFO : Epoch 1927 | loss: 0.0311339 | val_loss: 0.031161 | Time: 1357.81 ms [2021-12-04 15:48:13 main:574] : INFO : Epoch 1928 | loss: 0.0311353 | val_loss: 0.0311588 | Time: 1337.22 ms [2021-12-04 15:48:15 main:574] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311604 | Time: 1362.97 ms [2021-12-04 15:48:16 main:574] : INFO : Epoch 1930 | loss: 0.0311341 | val_loss: 0.0311644 | Time: 1331.38 ms [2021-12-04 15:48:17 main:574] : INFO : Epoch 1931 | loss: 0.0311384 | val_loss: 0.0311555 | Time: 1381.09 ms [2021-12-04 15:48:19 main:574] : INFO : Epoch 1932 | loss: 0.0311368 | val_loss: 0.0311594 | Time: 1360.17 ms [2021-12-04 15:48:20 main:574] : INFO : Epoch 1933 | loss: 0.0311344 | val_loss: 0.0311608 | Time: 1355.46 ms [2021-12-04 15:48:22 main:574] : INFO : Epoch 1934 | loss: 0.0311336 | val_loss: 0.0311628 | Time: 1388.49 ms [2021-12-04 15:48:23 main:574] : INFO : Epoch 1935 | loss: 0.0311342 | val_loss: 0.0311642 | Time: 1382.15 ms [2021-12-04 15:48:24 main:574] : INFO : Epoch 1936 | loss: 0.0311318 | val_loss: 0.031161 | Time: 1372.68 ms [2021-12-04 15:48:26 main:574] : INFO : Epoch 1937 | loss: 0.0311312 | val_loss: 0.0311638 | Time: 1355.07 ms [2021-12-04 15:48:27 main:574] : INFO : Epoch 1938 | loss: 0.0311327 | val_loss: 0.0311585 | Time: 1334.53 ms [2021-12-04 15:48:28 main:574] : INFO : Epoch 1939 | loss: 0.0311323 | val_loss: 0.0311573 | Time: 1348.29 ms [2021-12-04 15:48:30 main:574] : INFO : Epoch 1940 | loss: 0.0311342 | val_loss: 0.0311582 | Time: 1345.81 ms [2021-12-04 15:48:31 main:574] : INFO : Epoch 1941 | loss: 0.0311345 | val_loss: 0.0311599 | Time: 1347.01 ms [2021-12-04 15:48:32 main:574] : INFO : Epoch 1942 | loss: 0.0311333 | val_loss: 0.0311562 | Time: 1355.16 ms [2021-12-04 15:48:34 main:574] : INFO : Epoch 1943 | loss: 0.031134 | val_loss: 0.0311574 | Time: 1348.83 ms [2021-12-04 15:48:35 main:574] : INFO : Epoch 1944 | loss: 0.0311377 | val_loss: 0.0311573 | Time: 1378.21 ms [2021-12-04 15:48:37 main:574] : INFO : Epoch 1945 | loss: 0.0311356 | val_loss: 0.0311588 | Time: 1389.54 ms [2021-12-04 15:48:38 main:574] : INFO : Epoch 1946 | loss: 0.0311361 | val_loss: 0.031159 | Time: 1351.96 ms [2021-12-04 15:48:39 main:574] : INFO : Epoch 1947 | loss: 0.0311372 | val_loss: 0.031161 | Time: 1374.67 ms [2021-12-04 15:48:41 main:574] : INFO : Epoch 1948 | loss: 0.0311351 | val_loss: 0.0311647 | Time: 1368.04 ms [2021-12-04 15:48:42 main:574] : INFO : Epoch 1949 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 1370.27 ms [2021-12-04 15:48:43 main:574] : INFO : Epoch 1950 | loss: 0.0311434 | val_loss: 0.0311709 | Time: 1373.82 ms [2021-12-04 15:48:45 main:574] : INFO : Epoch 1951 | loss: 0.0311393 | val_loss: 0.031161 | Time: 1363.46 ms [2021-12-04 15:48:46 main:574] : INFO : Epoch 1952 | loss: 0.0311372 | val_loss: 0.0311616 | Time: 1346.7 ms [2021-12-04 15:48:48 main:574] : INFO : Epoch 1953 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 1387.91 ms [2021-12-04 15:48:49 main:574] : INFO : Epoch 1954 | loss: 0.0311341 | val_loss: 0.0311568 | Time: 1353.84 ms [2021-12-04 15:48:50 main:574] : INFO : Epoch 1955 | loss: 0.031135 | val_loss: 0.0311635 | Time: 1338.86 ms [2021-12-04 15:48:52 main:574] : INFO : Epoch 1956 | loss: 0.031136 | val_loss: 0.0311589 | Time: 1370.49 ms [2021-12-04 15:48:53 main:574] : INFO : Epoch 1957 | loss: 0.0311339 | val_loss: 0.0311595 | Time: 1366.29 ms [2021-12-04 15:48:54 main:574] : INFO : Epoch 1958 | loss: 0.0311389 | val_loss: 0.0311577 | Time: 1363.19 ms [2021-12-04 15:48:56 main:574] : INFO : Epoch 1959 | loss: 0.0311344 | val_loss: 0.0311603 | Time: 1375.98 ms [2021-12-04 15:48:57 main:574] : INFO : Epoch 1960 | loss: 0.0311354 | val_loss: 0.0311558 | Time: 1342.26 ms [2021-12-04 15:48:58 main:574] : INFO : Epoch 1961 | loss: 0.0311373 | val_loss: 0.031157 | Time: 1352.37 ms [2021-12-04 15:49:00 main:574] : INFO : Epoch 1962 | loss: 0.0311371 | val_loss: 0.031158 | Time: 1348.21 ms [2021-12-04 15:49:01 main:574] : INFO : Epoch 1963 | loss: 0.0311362 | val_loss: 0.0311685 | Time: 1385.36 ms [2021-12-04 15:49:03 main:574] : INFO : Epoch 1964 | loss: 0.0311355 | val_loss: 0.0311625 | Time: 1363.68 ms [2021-12-04 15:49:04 main:574] : INFO : Epoch 1965 | loss: 0.031136 | val_loss: 0.0311656 | Time: 1323.81 ms [2021-12-04 15:49:05 main:574] : INFO : Epoch 1966 | loss: 0.0311343 | val_loss: 0.0311563 | Time: 1354.34 ms [2021-12-04 15:49:07 main:574] : INFO : Epoch 1967 | loss: 0.031135 | val_loss: 0.0311601 | Time: 1341.06 ms [2021-12-04 15:49:08 main:574] : INFO : Epoch 1968 | loss: 0.0311395 | val_loss: 0.0311608 | Time: 1364.85 ms [2021-12-04 15:49:09 main:574] : INFO : Epoch 1969 | loss: 0.0311369 | val_loss: 0.0311609 | Time: 1392.07 ms [2021-12-04 15:49:11 main:574] : INFO : Epoch 1970 | loss: 0.0311384 | val_loss: 0.0311589 | Time: 1381.94 ms [2021-12-04 15:49:12 main:574] : INFO : Epoch 1971 | loss: 0.0311374 | val_loss: 0.0311594 | Time: 1387.77 ms [2021-12-04 15:49:14 main:574] : INFO : Epoch 1972 | loss: 0.0311367 | val_loss: 0.0311586 | Time: 1378.49 ms [2021-12-04 15:49:15 main:574] : INFO : Epoch 1973 | loss: 0.0311388 | val_loss: 0.0311602 | Time: 1357.6 ms [2021-12-04 15:49:16 main:574] : INFO : Epoch 1974 | loss: 0.0311389 | val_loss: 0.0311605 | Time: 1338.01 ms [2021-12-04 15:49:18 main:574] : INFO : Epoch 1975 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 1375.25 ms [2021-12-04 15:49:19 main:574] : INFO : Epoch 1976 | loss: 0.0311373 | val_loss: 0.031164 | Time: 1321.54 ms [2021-12-04 15:49:20 main:574] : INFO : Epoch 1977 | loss: 0.0311396 | val_loss: 0.031159 | Time: 1348.39 ms [2021-12-04 15:49:22 main:574] : INFO : Epoch 1978 | loss: 0.0311347 | val_loss: 0.031161 | Time: 1329.33 ms [2021-12-04 15:49:23 main:574] : INFO : Epoch 1979 | loss: 0.0311343 | val_loss: 0.031157 | Time: 1366.1 ms [2021-12-04 15:49:24 main:574] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311582 | Time: 1334.5 ms [2021-12-04 15:49:26 main:574] : INFO : Epoch 1981 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 1355.09 ms [2021-12-04 15:49:27 main:574] : INFO : Epoch 1982 | loss: 0.0311343 | val_loss: 0.0311601 | Time: 1377.38 ms [2021-12-04 15:49:28 main:574] : INFO : Epoch 1983 | loss: 0.0311393 | val_loss: 0.0311694 | Time: 1353.3 ms [2021-12-04 15:49:30 main:574] : INFO : Epoch 1984 | loss: 0.031141 | val_loss: 0.0311625 | Time: 1345.33 ms [2021-12-04 15:49:31 main:574] : INFO : Epoch 1985 | loss: 0.0311376 | val_loss: 0.0311588 | Time: 1364.06 ms [2021-12-04 15:49:33 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311612 | Time: 1362.58 ms [2021-12-04 15:49:34 main:574] : INFO : Epoch 1987 | loss: 0.0311368 | val_loss: 0.0311669 | Time: 1354.14 ms [2021-12-04 15:49:35 main:574] : INFO : Epoch 1988 | loss: 0.0311343 | val_loss: 0.031155 | Time: 1323.7 ms [2021-12-04 15:49:37 main:574] : INFO : Epoch 1989 | loss: 0.0311361 | val_loss: 0.0311534 | Time: 1366.89 ms [2021-12-04 15:49:38 main:574] : INFO : Epoch 1990 | loss: 0.0311356 | val_loss: 0.0311569 | Time: 1345.92 ms [2021-12-04 15:49:39 main:574] : INFO : Epoch 1991 | loss: 0.0311346 | val_loss: 0.031156 | Time: 1339.33 ms [2021-12-04 15:49:41 main:574] : INFO : Epoch 1992 | loss: 0.0311515 | val_loss: 0.0311733 | Time: 1319.23 ms [2021-12-04 15:49:42 main:574] : INFO : Epoch 1993 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 1350.62 ms [2021-12-04 15:49:43 main:574] : INFO : Epoch 1994 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 1335.44 ms [2021-12-04 15:49:45 main:574] : INFO : Epoch 1995 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 1362.83 ms [2021-12-04 15:49:46 main:574] : INFO : Epoch 1996 | loss: 0.0311731 | val_loss: 0.0311721 | Time: 1383.17 ms [2021-12-04 15:49:47 main:574] : INFO : Epoch 1997 | loss: 0.03117 | val_loss: 0.0311753 | Time: 1381.31 ms [2021-12-04 15:49:49 main:574] : INFO : Epoch 1998 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 1381.98 ms [2021-12-04 15:49:50 main:574] : INFO : Epoch 1999 | loss: 0.031165 | val_loss: 0.0311714 | Time: 1365.9 ms [2021-12-04 15:49:52 main:574] : INFO : Epoch 2000 | loss: 0.0311643 | val_loss: 0.031174 | Time: 1357.16 ms [2021-12-04 15:49:53 main:574] : INFO : Epoch 2001 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 1380.19 ms [2021-12-04 15:49:54 main:574] : INFO : Epoch 2002 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1350.81 ms [2021-12-04 15:49:56 main:574] : INFO : Epoch 2003 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 1322.54 ms [2021-12-04 15:49:57 main:574] : INFO : Epoch 2004 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1355.87 ms [2021-12-04 15:49:58 main:574] : INFO : Epoch 2005 | loss: 0.0311651 | val_loss: 0.031171 | Time: 1337.74 ms [2021-12-04 15:50:00 main:574] : INFO : Epoch 2006 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 1355.93 ms [2021-12-04 15:50:01 main:574] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 1340.88 ms [2021-12-04 15:50:02 main:574] : INFO : Epoch 2008 | loss: 0.031164 | val_loss: 0.0311699 | Time: 1368.58 ms [2021-12-04 15:50:04 main:574] : INFO : Epoch 2009 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 1378.16 ms [2021-12-04 15:50:05 main:574] : INFO : Epoch 2010 | loss: 0.031161 | val_loss: 0.0311742 | Time: 1358.14 ms [2021-12-04 15:50:07 main:574] : INFO : Epoch 2011 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1365.37 ms [2021-12-04 15:50:08 main:574] : INFO : Epoch 2012 | loss: 0.0311621 | val_loss: 0.0311837 | Time: 1378.28 ms [2021-12-04 15:50:09 main:574] : INFO : Epoch 2013 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 1340.11 ms [2021-12-04 15:50:11 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1354.22 ms [2021-12-04 15:50:12 main:574] : INFO : Epoch 2015 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 1355.49 ms [2021-12-04 15:50:13 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1356.5 ms [2021-12-04 15:50:15 main:574] : INFO : Epoch 2017 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1391.8 ms [2021-12-04 15:50:16 main:574] : INFO : Epoch 2018 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 1342.19 ms [2021-12-04 15:50:18 main:574] : INFO : Epoch 2019 | loss: 0.0311613 | val_loss: 0.031171 | Time: 1351.5 ms [2021-12-04 15:50:19 main:574] : INFO : Epoch 2020 | loss: 0.0311594 | val_loss: 0.0311645 | Time: 1342.36 ms [2021-12-04 15:50:20 main:574] : INFO : Epoch 2021 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1360.46 ms [2021-12-04 15:50:22 main:574] : INFO : Epoch 2022 | loss: 0.031156 | val_loss: 0.0311651 | Time: 1344.47 ms [2021-12-04 15:50:23 main:574] : INFO : Epoch 2023 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1351.12 ms [2021-12-04 15:50:24 main:574] : INFO : Epoch 2024 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 1365.6 ms [2021-12-04 15:50:26 main:574] : INFO : Epoch 2025 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 1339.74 ms [2021-12-04 15:50:27 main:574] : INFO : Epoch 2026 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 1379.87 ms [2021-12-04 15:50:28 main:574] : INFO : Epoch 2027 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 1334.76 ms [2021-12-04 15:50:30 main:574] : INFO : Epoch 2028 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 1359.93 ms [2021-12-04 15:50:31 main:574] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.0311677 | Time: 1323.47 ms [2021-12-04 15:50:32 main:574] : INFO : Epoch 2030 | loss: 0.031153 | val_loss: 0.0311665 | Time: 1333.95 ms [2021-12-04 15:50:34 main:574] : INFO : Epoch 2031 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 1375.97 ms [2021-12-04 15:50:35 main:574] : INFO : Epoch 2032 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 1356.48 ms [2021-12-04 15:50:37 main:574] : INFO : Epoch 2033 | loss: 0.0311509 | val_loss: 0.0311659 | Time: 1396.64 ms [2021-12-04 15:50:38 main:574] : INFO : Epoch 2034 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 1348.47 ms [2021-12-04 15:50:39 main:574] : INFO : Epoch 2035 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 1324.57 ms [2021-12-04 15:50:41 main:574] : INFO : Epoch 2036 | loss: 0.0311503 | val_loss: 0.0311661 | Time: 1362.01 ms [2021-12-04 15:50:42 main:574] : INFO : Epoch 2037 | loss: 0.0311503 | val_loss: 0.0311686 | Time: 1343.7 ms [2021-12-04 15:50:43 main:574] : INFO : Epoch 2038 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 1374.89 ms [2021-12-04 15:50:45 main:574] : INFO : Epoch 2039 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 1343.97 ms [2021-12-04 15:50:46 main:574] : INFO : Epoch 2040 | loss: 0.0311487 | val_loss: 0.0311685 | Time: 1362.26 ms [2021-12-04 15:50:47 main:574] : INFO : Epoch 2041 | loss: 0.0311479 | val_loss: 0.0311728 | Time: 1353.41 ms [2021-12-04 15:50:49 main:574] : INFO : Epoch 2042 | loss: 0.0311491 | val_loss: 0.0311669 | Time: 1337.49 ms [2021-12-04 15:50:50 main:574] : INFO : Epoch 2043 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 1361.22 ms [2021-12-04 15:50:52 main:574] : INFO : Epoch 2044 | loss: 0.0311472 | val_loss: 0.0311674 | Time: 1361.98 ms [2021-12-04 15:50:53 main:574] : INFO : Epoch 2045 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 1382.16 ms [2021-12-04 15:50:54 main:574] : INFO : Epoch 2046 | loss: 0.0311507 | val_loss: 0.0311685 | Time: 1377.64 ms [2021-12-04 15:50:56 main:574] : INFO : Epoch 2047 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 1384.48 ms [2021-12-04 15:50:57 main:574] : INFO : Epoch 2048 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 1350.34 ms [2021-12-04 15:50:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2021-12-04 15:50:57 main:603] : INFO : Saving end state to config to file [2021-12-04 15:50:57 main:608] : INFO : Success, exiting.. 15:50:57 (10904): 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)