Task 14622513
| Name | ParityModified-1647048266-2369-3-0_0 |
| Workunit | 11639510 |
| Created | 17 Apr 2022, 0:23:05 UTC |
| Sent | 17 Apr 2022, 0:24:46 UTC |
| Report deadline | 25 Apr 2022, 0:24:46 UTC |
| Received | 23 Apr 2022, 19:29:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 21 sec |
| CPU time | 47 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 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: 0.0311673 | val_loss: 0.0311744 | Time: 1378.94 ms
[2022-04-24 05:17:12 main:574] : INFO : Epoch 1543 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 1416.07 ms
[2022-04-24 05:17:13 main:574] : INFO : Epoch 1544 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1435.33 ms
[2022-04-24 05:17:14 main:574] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 1374.81 ms
[2022-04-24 05:17:16 main:574] : INFO : Epoch 1546 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 1369.34 ms
[2022-04-24 05:17:17 main:574] : INFO : Epoch 1547 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 1408.23 ms
[2022-04-24 05:17:19 main:574] : INFO : Epoch 1548 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1380.72 ms
[2022-04-24 05:17:20 main:574] : INFO : Epoch 1549 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 1391.06 ms
[2022-04-24 05:17:21 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1401.91 ms
[2022-04-24 05:17:23 main:574] : INFO : Epoch 1551 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1354.08 ms
[2022-04-24 05:17:24 main:574] : INFO : Epoch 1552 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1409.36 ms
[2022-04-24 05:17:26 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 1421.21 ms
[2022-04-24 05:17:27 main:574] : INFO : Epoch 1554 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 1376.48 ms
[2022-04-24 05:17:28 main:574] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 1453.71 ms
[2022-04-24 05:17:30 main:574] : INFO : Epoch 1556 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1419.36 ms
[2022-04-24 05:17:31 main:574] : INFO : Epoch 1557 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 1450.15 ms
[2022-04-24 05:17:33 main:574] : INFO : Epoch 1558 | loss: 0.031167 | val_loss: 0.0311758 | Time: 1390.54 ms
[2022-04-24 05:17:34 main:574] : INFO : Epoch 1559 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 1397.72 ms
[2022-04-24 05:17:36 main:574] : INFO : Epoch 1560 | loss: 0.0311667 | val_loss: 0.0311791 | Time: 1407.09 ms
[2022-04-24 05:17:37 main:574] : INFO : Epoch 1561 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 1404.96 ms
[2022-04-24 05:17:38 main:574] : INFO : Epoch 1562 | loss: 0.0311739 | val_loss: 0.0311893 | Time: 1379.59 ms
[2022-04-24 05:17:40 main:574] : INFO : Epoch 1563 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1374.81 ms
[2022-04-24 05:17:41 main:574] : INFO : Epoch 1564 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 1388.84 ms
[2022-04-24 05:17:43 main:574] : INFO : Epoch 1565 | loss: 0.031169 | val_loss: 0.0311793 | Time: 1412.06 ms
[2022-04-24 05:17:44 main:574] : INFO : Epoch 1566 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 1404 ms
[2022-04-24 05:17:45 main:574] : INFO : Epoch 1567 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 1411.88 ms
[2022-04-24 05:17:47 main:574] : INFO : Epoch 1568 | loss: 0.031167 | val_loss: 0.0311816 | Time: 1381.59 ms
[2022-04-24 05:17:48 main:574] : INFO : Epoch 1569 | loss: 0.0311693 | val_loss: 0.031179 | Time: 1415.81 ms
[2022-04-24 05:17:50 main:574] : INFO : Epoch 1570 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 1387.18 ms
[2022-04-24 05:17:51 main:574] : INFO : Epoch 1571 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 1389.33 ms
[2022-04-24 05:17:52 main:574] : INFO : Epoch 1572 | loss: 0.0311672 | val_loss: 0.0311808 | Time: 1390.41 ms
[2022-04-24 05:17:54 main:574] : INFO : Epoch 1573 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 1382.74 ms
[2022-04-24 05:17:55 main:574] : INFO : Epoch 1574 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1410.83 ms
[2022-04-24 05:17:57 main:574] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 1396.74 ms
[2022-04-24 05:17:58 main:574] : INFO : Epoch 1576 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1427.36 ms
[2022-04-24 05:18:00 main:574] : INFO : Epoch 1577 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 1438.87 ms
[2022-04-24 05:18:01 main:574] : INFO : Epoch 1578 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1382.56 ms
[2022-04-24 05:18:02 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.0311762 | Time: 1380.21 ms
[2022-04-24 05:18:04 main:574] : INFO : Epoch 1580 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 1389.83 ms
[2022-04-24 05:18:05 main:574] : INFO : Epoch 1581 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 1383.49 ms
[2022-04-24 05:18:07 main:574] : INFO : Epoch 1582 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 1395.21 ms
[2022-04-24 05:18:08 main:574] : INFO : Epoch 1583 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 1400.04 ms
[2022-04-24 05:18:09 main:574] : INFO : Epoch 1584 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 1407.52 ms
[2022-04-24 05:18:11 main:574] : INFO : Epoch 1585 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1351.27 ms
[2022-04-24 05:18:12 main:574] : INFO : Epoch 1586 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1396.63 ms
[2022-04-24 05:18:14 main:574] : INFO : Epoch 1587 | loss: 0.031164 | val_loss: 0.0311771 | Time: 1391.73 ms
[2022-04-24 05:18:15 main:574] : INFO : Epoch 1588 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 1421.53 ms
[2022-04-24 05:18:16 main:574] : INFO : Epoch 1589 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 1412.98 ms
[2022-04-24 05:18:18 main:574] : INFO : Epoch 1590 | loss: 0.031164 | val_loss: 0.0311769 | Time: 1393.07 ms
[2022-04-24 05:18:19 main:574] : INFO : Epoch 1591 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 1404.53 ms
[2022-04-24 05:18:21 main:574] : INFO : Epoch 1592 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 1393.38 ms
[2022-04-24 05:18:22 main:574] : INFO : Epoch 1593 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 1394.04 ms
[2022-04-24 05:18:23 main:574] : INFO : Epoch 1594 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1373.16 ms
[2022-04-24 05:18:25 main:574] : INFO : Epoch 1595 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 1391.28 ms
[2022-04-24 05:18:26 main:574] : INFO : Epoch 1596 | loss: 0.0311662 | val_loss: 0.0311738 | Time: 1412.1 ms
[2022-04-24 05:18:28 main:574] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 1391.51 ms
[2022-04-24 05:18:29 main:574] : INFO : Epoch 1598 | loss: 0.0311714 | val_loss: 0.0311818 | Time: 1381.28 ms
[2022-04-24 05:18:30 main:574] : INFO : Epoch 1599 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 1401.48 ms
[2022-04-24 05:18:32 main:574] : INFO : Epoch 1600 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1403.93 ms
[2022-04-24 05:18:33 main:574] : INFO : Epoch 1601 | loss: 0.0311696 | val_loss: 0.0311812 | Time: 1413.59 ms
[2022-04-24 05:18:35 main:574] : INFO : Epoch 1602 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1434.88 ms
[2022-04-24 05:18:36 main:574] : INFO : Epoch 1603 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1396.2 ms
[2022-04-24 05:18:38 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 1387.1 ms
[2022-04-24 05:18:39 main:574] : INFO : Epoch 1605 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 1420 ms
[2022-04-24 05:18:40 main:574] : INFO : Epoch 1606 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 1393.32 ms
[2022-04-24 05:18:42 main:574] : INFO : Epoch 1607 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1433.9 ms
[2022-04-24 05:18:43 main:574] : INFO : Epoch 1608 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 1467.56 ms
[2022-04-24 05:18:45 main:574] : INFO : Epoch 1609 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 1388.95 ms
[2022-04-24 05:18:46 main:574] : INFO : Epoch 1610 | loss: 0.0311878 | val_loss: 0.0311839 | Time: 1374.88 ms
[2022-04-24 05:18:48 main:574] : INFO : Epoch 1611 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 1425.24 ms
[2022-04-24 05:18:49 main:574] : INFO : Epoch 1612 | loss: 0.0311839 | val_loss: 0.031183 | Time: 1413.75 ms
[2022-04-24 05:18:50 main:574] : INFO : Epoch 1613 | loss: 0.0311819 | val_loss: 0.0311822 | Time: 1383.54 ms
[2022-04-24 05:18:52 main:574] : INFO : Epoch 1614 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 1389.63 ms
[2022-04-24 05:18:53 main:574] : INFO : Epoch 1615 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1341.43 ms
[2022-04-24 05:18:55 main:574] : INFO : Epoch 1616 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 1386.28 ms
[2022-04-24 05:18:56 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 1459.83 ms
[2022-04-24 05:18:58 main:574] : INFO : Epoch 1618 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 1471.55 ms
[2022-04-24 05:18:59 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.031181 | Time: 1425.27 ms
[2022-04-24 05:19:00 main:574] : INFO : Epoch 1620 | loss: 0.0311802 | val_loss: 0.0311835 | Time: 1426.43 ms
[2022-04-24 05:19:02 main:574] : INFO : Epoch 1621 | loss: 0.0311807 | val_loss: 0.0311783 | Time: 1429.65 ms
[2022-04-24 05:19:03 main:574] : INFO : Epoch 1622 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1416.01 ms
[2022-04-24 05:19:05 main:574] : INFO : Epoch 1623 | loss: 0.0311796 | val_loss: 0.0311771 | Time: 1394.34 ms
[2022-04-24 05:19:06 main:574] : INFO : Epoch 1624 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 1390.2 ms
[2022-04-24 05:19:07 main:574] : INFO : Epoch 1625 | loss: 0.0311794 | val_loss: 0.0311766 | Time: 1414.42 ms
[2022-04-24 05:19:09 main:574] : INFO : Epoch 1626 | loss: 0.0311828 | val_loss: 0.0311795 | Time: 1399.63 ms
[2022-04-24 05:19:10 main:574] : INFO : Epoch 1627 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 1405.05 ms
[2022-04-24 05:19:12 main:574] : INFO : Epoch 1628 | loss: 0.031178 | val_loss: 0.031177 | Time: 1393.01 ms
[2022-04-24 05:19:13 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.0311767 | Time: 1411.81 ms
[2022-04-24 05:19:15 main:574] : INFO : Epoch 1630 | loss: 0.0311775 | val_loss: 0.0311751 | Time: 1403.55 ms
[2022-04-24 05:19:16 main:574] : INFO : Epoch 1631 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 1393.14 ms
[2022-04-24 05:19:17 main:574] : INFO : Epoch 1632 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 1427.65 ms
[2022-04-24 05:19:19 main:574] : INFO : Epoch 1633 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 1410.7 ms
[2022-04-24 05:19:20 main:574] : INFO : Epoch 1634 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1404.1 ms
[2022-04-24 05:19:22 main:574] : INFO : Epoch 1635 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 1434.3 ms
[2022-04-24 05:19:23 main:574] : INFO : Epoch 1636 | loss: 0.0311761 | val_loss: 0.0311758 | Time: 1510.51 ms
[2022-04-24 05:19:25 main:574] : INFO : Epoch 1637 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1500.13 ms
[2022-04-24 05:19:26 main:574] : INFO : Epoch 1638 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 1407.46 ms
[2022-04-24 05:19:27 main:574] : INFO : Epoch 1639 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1408.23 ms
[2022-04-24 05:19:29 main:574] : INFO : Epoch 1640 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 1398.96 ms
[2022-04-24 05:19:30 main:574] : INFO : Epoch 1641 | loss: 0.0311754 | val_loss: 0.03119 | Time: 1414.46 ms
[2022-04-24 05:19:32 main:574] : INFO : Epoch 1642 | loss: 0.0311805 | val_loss: 0.0311763 | Time: 1405.17 ms
[2022-04-24 05:19:33 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1420.46 ms
[2022-04-24 05:19:35 main:574] : INFO : Epoch 1644 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 1399.67 ms
[2022-04-24 05:19:36 main:574] : INFO : Epoch 1645 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 1402.43 ms
[2022-04-24 05:19:37 main:574] : INFO : Epoch 1646 | loss: 0.0311718 | val_loss: 0.0311791 | Time: 1397.02 ms
[2022-04-24 05:19:39 main:574] : INFO : Epoch 1647 | loss: 0.031174 | val_loss: 0.0311764 | Time: 1406.25 ms
[2022-04-24 05:19:40 main:574] : INFO : Epoch 1648 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 1440.36 ms
[2022-04-24 05:19:42 main:574] : INFO : Epoch 1649 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1397.8 ms
[2022-04-24 05:19:43 main:574] : INFO : Epoch 1650 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1424.1 ms
[2022-04-24 05:19:45 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 1448.01 ms
[2022-04-24 05:19:46 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 1407.98 ms
[2022-04-24 05:19:47 main:574] : INFO : Epoch 1653 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 1404.41 ms
[2022-04-24 05:19:49 main:574] : INFO : Epoch 1654 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 1374.54 ms
[2022-04-24 05:19:50 main:574] : INFO : Epoch 1655 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 1404.66 ms
[2022-04-24 05:19:52 main:574] : INFO : Epoch 1656 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 1389.61 ms
[2022-04-24 05:19:53 main:574] : INFO : Epoch 1657 | loss: 0.031174 | val_loss: 0.0311799 | Time: 1443.82 ms
[2022-04-24 05:19:54 main:574] : INFO : Epoch 1658 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 1413.81 ms
[2022-04-24 05:19:56 main:574] : INFO : Epoch 1659 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1352.74 ms
[2022-04-24 05:19:57 main:574] : INFO : Epoch 1660 | loss: 0.0311746 | val_loss: 0.031186 | Time: 1376.26 ms
[2022-04-24 05:19:59 main:574] : INFO : Epoch 1661 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1365.18 ms
[2022-04-24 05:20:00 main:574] : INFO : Epoch 1662 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1415.54 ms
[2022-04-24 05:20:01 main:574] : INFO : Epoch 1663 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1474.69 ms
[2022-04-24 05:20:03 main:574] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1415.82 ms
[2022-04-24 05:20:04 main:574] : INFO : Epoch 1665 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1446.15 ms
[2022-04-24 05:20:06 main:574] : INFO : Epoch 1666 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 1400.31 ms
[2022-04-24 05:20:07 main:574] : INFO : Epoch 1667 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 1422.72 ms
[2022-04-24 05:20:09 main:574] : INFO : Epoch 1668 | loss: 0.031173 | val_loss: 0.031175 | Time: 1410.68 ms
[2022-04-24 05:20:10 main:574] : INFO : Epoch 1669 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1386.33 ms
[2022-04-24 05:20:11 main:574] : INFO : Epoch 1670 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 1396.63 ms
[2022-04-24 05:20:13 main:574] : INFO : Epoch 1671 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1400.64 ms
[2022-04-24 05:20:14 main:574] : INFO : Epoch 1672 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 1399.55 ms
[2022-04-24 05:20:16 main:574] : INFO : Epoch 1673 | loss: 0.0311761 | val_loss: 0.0311752 | Time: 1368.18 ms
[2022-04-24 05:20:17 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.0311742 | Time: 1490.9 ms
[2022-04-24 05:20:19 main:574] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.031176 | Time: 1403.55 ms
[2022-04-24 05:20:20 main:574] : INFO : Epoch 1676 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 1425.13 ms
[2022-04-24 05:20:21 main:574] : INFO : Epoch 1677 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 1391.39 ms
[2022-04-24 05:20:23 main:574] : INFO : Epoch 1678 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1366.33 ms
[2022-04-24 05:20:24 main:574] : INFO : Epoch 1679 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 1386.19 ms
[2022-04-24 05:20:26 main:574] : INFO : Epoch 1680 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1416.38 ms
[2022-04-24 05:20:27 main:574] : INFO : Epoch 1681 | loss: 0.031172 | val_loss: 0.0311755 | Time: 1406.96 ms
[2022-04-24 05:20:28 main:574] : INFO : Epoch 1682 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 1412.73 ms
[2022-04-24 05:20:30 main:574] : INFO : Epoch 1683 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 1421.61 ms
[2022-04-24 05:20:31 main:574] : INFO : Epoch 1684 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1374.61 ms
[2022-04-24 05:20:33 main:574] : INFO : Epoch 1685 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 1411.76 ms
[2022-04-24 05:20:34 main:574] : INFO : Epoch 1686 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 1447.86 ms
[2022-04-24 05:20:36 main:574] : INFO : Epoch 1687 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 1433.41 ms
[2022-04-24 05:20:37 main:574] : INFO : Epoch 1688 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 1443.43 ms
[2022-04-24 05:20:38 main:574] : INFO : Epoch 1689 | loss: 0.0311701 | val_loss: 0.0311821 | Time: 1387.77 ms
[2022-04-24 05:20:40 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311734 | Time: 1390.5 ms
[2022-04-24 05:20:41 main:574] : INFO : Epoch 1691 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 1402.33 ms
[2022-04-24 05:20:43 main:574] : INFO : Epoch 1692 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1441.02 ms
[2022-04-24 05:20:44 main:574] : INFO : Epoch 1693 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 1432.63 ms
[2022-04-24 05:20:46 main:574] : INFO : Epoch 1694 | loss: 0.031169 | val_loss: 0.0311713 | Time: 1394.66 ms
[2022-04-24 05:20:47 main:574] : INFO : Epoch 1695 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 1366.6 ms
[2022-04-24 05:20:48 main:574] : INFO : Epoch 1696 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 1406.44 ms
[2022-04-24 05:20:50 main:574] : INFO : Epoch 1697 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 1362.68 ms
[2022-04-24 05:20:51 main:574] : INFO : Epoch 1698 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 1388.8 ms
[2022-04-24 05:20:53 main:574] : INFO : Epoch 1699 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1429.01 ms
[2022-04-24 05:20:54 main:574] : INFO : Epoch 1700 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 1398.21 ms
[2022-04-24 05:20:55 main:574] : INFO : Epoch 1701 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 1413.5 ms
[2022-04-24 05:20:57 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 1406.97 ms
[2022-04-24 05:20:58 main:574] : INFO : Epoch 1703 | loss: 0.0314374 | val_loss: 0.0497542 | Time: 1361.8 ms
[2022-04-24 05:21:00 main:574] : INFO : Epoch 1704 | loss: 0.0388451 | val_loss: 0.0390535 | Time: 1410.05 ms
[2022-04-24 05:21:01 main:574] : INFO : Epoch 1705 | loss: 0.0349945 | val_loss: 0.033128 | Time: 1405.31 ms
[2022-04-24 05:21:02 main:574] : INFO : Epoch 1706 | loss: 0.0317462 | val_loss: 0.0313069 | Time: 1377.68 ms
[2022-04-24 05:21:04 main:574] : INFO : Epoch 1707 | loss: 0.0312806 | val_loss: 0.0312151 | Time: 1401.69 ms
[2022-04-24 05:21:05 main:574] : INFO : Epoch 1708 | loss: 0.0312114 | val_loss: 0.0311991 | Time: 1410.7 ms
[2022-04-24 05:21:07 main:574] : INFO : Epoch 1709 | loss: 0.031193 | val_loss: 0.0311827 | Time: 1384.28 ms
[2022-04-24 05:21:08 main:574] : INFO : Epoch 1710 | loss: 0.0311836 | val_loss: 0.0311791 | Time: 1404.69 ms
[2022-04-24 05:21:09 main:574] : INFO : Epoch 1711 | loss: 0.0311767 | val_loss: 0.0311752 | Time: 1381.72 ms
[2022-04-24 05:21:11 main:574] : INFO : Epoch 1712 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1394.59 ms
[2022-04-24 05:21:12 main:574] : INFO : Epoch 1713 | loss: 0.0311725 | val_loss: 0.031174 | Time: 1378.84 ms
[2022-04-24 05:21:14 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311742 | Time: 1381.51 ms
[2022-04-24 05:21:15 main:574] : INFO : Epoch 1715 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 1390.1 ms
[2022-04-24 05:21:16 main:574] : INFO : Epoch 1716 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 1403.91 ms
[2022-04-24 05:21:18 main:574] : INFO : Epoch 1717 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 1380.56 ms
[2022-04-24 05:21:19 main:574] : INFO : Epoch 1718 | loss: 0.0311704 | val_loss: 0.031174 | Time: 1381.77 ms
[2022-04-24 05:21:21 main:574] : INFO : Epoch 1719 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1368.16 ms
[2022-04-24 05:21:22 main:574] : INFO : Epoch 1720 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1397.04 ms
[2022-04-24 05:21:23 main:574] : INFO : Epoch 1721 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 1407.8 ms
[2022-04-24 05:21:25 main:574] : INFO : Epoch 1722 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 1389.62 ms
[2022-04-24 05:21:26 main:574] : INFO : Epoch 1723 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1378.63 ms
[2022-04-24 05:21:28 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 1388.64 ms
[2022-04-24 05:21:29 main:574] : INFO : Epoch 1725 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 1401.22 ms
[2022-04-24 05:21:30 main:574] : INFO : Epoch 1726 | loss: 0.0311682 | val_loss: 0.0311728 | Time: 1377.75 ms
[2022-04-24 05:21:32 main:574] : INFO : Epoch 1727 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 1429.06 ms
[2022-04-24 05:21:33 main:574] : INFO : Epoch 1728 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 1395.75 ms
[2022-04-24 05:21:35 main:574] : INFO : Epoch 1729 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1411.21 ms
[2022-04-24 05:21:36 main:574] : INFO : Epoch 1730 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1368.13 ms
[2022-04-24 05:21:37 main:574] : INFO : Epoch 1731 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1373.74 ms
[2022-04-24 05:21:39 main:574] : INFO : Epoch 1732 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 1382.9 ms
[2022-04-24 05:21:40 main:574] : INFO : Epoch 1733 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 1401.1 ms
[2022-04-24 05:21:42 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.031174 | Time: 1422.84 ms
[2022-04-24 05:21:43 main:574] : INFO : Epoch 1735 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1452.64 ms
[2022-04-24 05:21:45 main:574] : INFO : Epoch 1736 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1429.44 ms
[2022-04-24 05:21:46 main:574] : INFO : Epoch 1737 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 1384.55 ms
[2022-04-24 05:21:47 main:574] : INFO : Epoch 1738 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 1408.82 ms
[2022-04-24 05:21:49 main:574] : INFO : Epoch 1739 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1388.89 ms
[2022-04-24 05:21:50 main:574] : INFO : Epoch 1740 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 1394.5 ms
[2022-04-24 05:21:52 main:574] : INFO : Epoch 1741 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 1364.63 ms
[2022-04-24 05:21:53 main:574] : INFO : Epoch 1742 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 1455.03 ms
[2022-04-24 05:21:55 main:574] : INFO : Epoch 1743 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1478.7 ms
[2022-04-24 05:21:56 main:574] : INFO : Epoch 1744 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 1425.85 ms
[2022-04-24 05:21:57 main:574] : INFO : Epoch 1745 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1437.35 ms
[2022-04-24 05:21:59 main:574] : INFO : Epoch 1746 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1394.44 ms
[2022-04-24 05:22:00 main:574] : INFO : Epoch 1747 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 1438.97 ms
[2022-04-24 05:22:02 main:574] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1387.65 ms
[2022-04-24 05:22:03 main:574] : INFO : Epoch 1749 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1396.84 ms
[2022-04-24 05:22:04 main:574] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.031171 | Time: 1383.8 ms
[2022-04-24 05:22:06 main:574] : INFO : Epoch 1751 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 1438.88 ms
[2022-04-24 05:22:07 main:574] : INFO : Epoch 1752 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1396.15 ms
[2022-04-24 05:22:09 main:574] : INFO : Epoch 1753 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 1399.91 ms
[2022-04-24 05:22:10 main:574] : INFO : Epoch 1754 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 1379.52 ms
[2022-04-24 05:22:12 main:574] : INFO : Epoch 1755 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 1409.92 ms
[2022-04-24 05:22:13 main:574] : INFO : Epoch 1756 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 1400.56 ms
[2022-04-24 05:22:14 main:574] : INFO : Epoch 1757 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 1367.75 ms
[2022-04-24 05:22:16 main:574] : INFO : Epoch 1758 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 1400.48 ms
[2022-04-24 05:22:17 main:574] : INFO : Epoch 1759 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1395.25 ms
[2022-04-24 05:22:19 main:574] : INFO : Epoch 1760 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1401.02 ms
[2022-04-24 05:22:20 main:574] : INFO : Epoch 1761 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1442.78 ms
[2022-04-24 05:22:21 main:574] : INFO : Epoch 1762 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 1435.4 ms
[2022-04-24 05:22:23 main:574] : INFO : Epoch 1763 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1376.8 ms
[2022-04-24 05:22:24 main:574] : INFO : Epoch 1764 | loss: 0.031165 | val_loss: 0.0311731 | Time: 1401.2 ms
[2022-04-24 05:22:26 main:574] : INFO : Epoch 1765 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 1399.45 ms
[2022-04-24 05:22:27 main:574] : INFO : Epoch 1766 | loss: 0.031166 | val_loss: 0.0311728 | Time: 1406.49 ms
[2022-04-24 05:22:28 main:574] : INFO : Epoch 1767 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1371.93 ms
[2022-04-24 05:22:30 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1393.06 ms
[2022-04-24 05:22:31 main:574] : INFO : Epoch 1769 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 1406.05 ms
[2022-04-24 05:22:33 main:574] : INFO : Epoch 1770 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 1394.67 ms
[2022-04-24 05:22:34 main:574] : INFO : Epoch 1771 | loss: 0.0311658 | val_loss: 0.031172 | Time: 1359.73 ms
[2022-04-24 05:22:35 main:574] : INFO : Epoch 1772 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 1416.62 ms
[2022-04-24 05:22:37 main:574] : INFO : Epoch 1773 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1380.75 ms
[2022-04-24 05:22:38 main:574] : INFO : Epoch 1774 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 1379.39 ms
[2022-04-24 05:22:40 main:574] : INFO : Epoch 1775 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 1422.51 ms
[2022-04-24 05:22:41 main:574] : INFO : Epoch 1776 | loss: 0.0311637 | val_loss: 0.0311699 | Time: 1399.02 ms
[2022-04-24 05:22:43 main:574] : INFO : Epoch 1777 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 1405.48 ms
[2022-04-24 05:22:44 main:574] : INFO : Epoch 1778 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1431.51 ms
[2022-04-24 05:22:45 main:574] : INFO : Epoch 1779 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1403.65 ms
[2022-04-24 05:22:47 main:574] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1414.95 ms
[2022-04-24 05:22:48 main:574] : INFO : Epoch 1781 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 1380.48 ms
[2022-04-24 05:22:50 main:574] : INFO : Epoch 1782 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 1408.94 ms
[2022-04-24 05:22:51 main:574] : INFO : Epoch 1783 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1440.97 ms
[2022-04-24 05:22:52 main:574] : INFO : Epoch 1784 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1350.17 ms
[2022-04-24 05:22:54 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 1410.16 ms
[2022-04-24 05:22:55 main:574] : INFO : Epoch 1786 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 1391.75 ms
[2022-04-24 05:22:57 main:574] : INFO : Epoch 1787 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 1384.65 ms
[2022-04-24 05:22:58 main:574] : INFO : Epoch 1788 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 1426.22 ms
[2022-04-24 05:22:59 main:574] : INFO : Epoch 1789 | loss: 0.0311634 | val_loss: 0.0311733 | Time: 1396.56 ms
[2022-04-24 05:23:01 main:574] : INFO : Epoch 1790 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 1408.55 ms
[2022-04-24 05:23:02 main:574] : INFO : Epoch 1791 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 1394.53 ms
[2022-04-24 05:23:04 main:574] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1405.85 ms
[2022-04-24 05:23:05 main:574] : INFO : Epoch 1793 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 1368.68 ms
[2022-04-24 05:23:06 main:574] : INFO : Epoch 1794 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 1377.94 ms
[2022-04-24 05:23:08 main:574] : INFO : Epoch 1795 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1392.21 ms
[2022-04-24 05:23:09 main:574] : INFO : Epoch 1796 | loss: 0.03117 | val_loss: 0.0311832 | Time: 1359.99 ms
[2022-04-24 05:23:11 main:574] : INFO : Epoch 1797 | loss: 0.0311832 | val_loss: 0.0311817 | Time: 1388.61 ms
[2022-04-24 05:23:12 main:574] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1399.1 ms
[2022-04-24 05:23:13 main:574] : INFO : Epoch 1799 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 1425.61 ms
[2022-04-24 05:23:15 main:574] : INFO : Epoch 1800 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 1407.06 ms
[2022-04-24 05:23:16 main:574] : INFO : Epoch 1801 | loss: 0.0311725 | val_loss: 0.0311733 | Time: 1419.58 ms
[2022-04-24 05:23:18 main:574] : INFO : Epoch 1802 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 1396 ms
[2022-04-24 05:23:19 main:574] : INFO : Epoch 1803 | loss: 0.031171 | val_loss: 0.0311729 | Time: 1423.84 ms
[2022-04-24 05:23:21 main:574] : INFO : Epoch 1804 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 1378.29 ms
[2022-04-24 05:23:22 main:574] : INFO : Epoch 1805 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 1413.37 ms
[2022-04-24 05:23:23 main:574] : INFO : Epoch 1806 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1402.23 ms
[2022-04-24 05:23:25 main:574] : INFO : Epoch 1807 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1399.52 ms
[2022-04-24 05:23:26 main:574] : INFO : Epoch 1808 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 1412.4 ms
[2022-04-24 05:23:28 main:574] : INFO : Epoch 1809 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 1394.87 ms
[2022-04-24 05:23:29 main:574] : INFO : Epoch 1810 | loss: 0.031167 | val_loss: 0.0311728 | Time: 1390.6 ms
[2022-04-24 05:23:30 main:574] : INFO : Epoch 1811 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1396.52 ms
[2022-04-24 05:23:32 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 1412.08 ms
[2022-04-24 05:23:33 main:574] : INFO : Epoch 1813 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1412.18 ms
[2022-04-24 05:23:35 main:574] : INFO : Epoch 1814 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 1397.98 ms
[2022-04-24 05:23:36 main:574] : INFO : Epoch 1815 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1375.52 ms
[2022-04-24 05:23:38 main:574] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 1398.67 ms
[2022-04-24 05:23:39 main:574] : INFO : Epoch 1817 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1398.55 ms
[2022-04-24 05:23:40 main:574] : INFO : Epoch 1818 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 1379.63 ms
[2022-04-24 05:23:42 main:574] : INFO : Epoch 1819 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1364.71 ms
[2022-04-24 05:23:43 main:574] : INFO : Epoch 1820 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 1454.63 ms
[2022-04-24 05:23:45 main:574] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 1437.37 ms
[2022-04-24 05:23:46 main:574] : INFO : Epoch 1822 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 1436.82 ms
[2022-04-24 05:23:47 main:574] : INFO : Epoch 1823 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1384.56 ms
[2022-04-24 05:23:49 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1443.4 ms
[2022-04-24 05:23:50 main:574] : INFO : Epoch 1825 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1433.99 ms
[2022-04-24 05:23:52 main:574] : INFO : Epoch 1826 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1412.99 ms
[2022-04-24 05:23:53 main:574] : INFO : Epoch 1827 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 1396.01 ms
[2022-04-24 05:23:55 main:574] : INFO : Epoch 1828 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1370.26 ms
[2022-04-24 05:23:56 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1414.05 ms
[2022-04-24 05:23:57 main:574] : INFO : Epoch 1830 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1414.15 ms
[2022-04-24 05:23:59 main:574] : INFO : Epoch 1831 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 1367.99 ms
[2022-04-24 05:24:00 main:574] : INFO : Epoch 1832 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 1378.44 ms
[2022-04-24 05:24:02 main:574] : INFO : Epoch 1833 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 1370.04 ms
[2022-04-24 05:24:03 main:574] : INFO : Epoch 1834 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1403.63 ms
[2022-04-24 05:24:04 main:574] : INFO : Epoch 1835 | loss: 0.0311644 | val_loss: 0.0311732 | Time: 1370.98 ms
[2022-04-24 05:24:06 main:574] : INFO : Epoch 1836 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 1408.83 ms
[2022-04-24 05:24:07 main:574] : INFO : Epoch 1837 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 1391.83 ms
[2022-04-24 05:24:09 main:574] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 1401.75 ms
[2022-04-24 05:24:10 main:574] : INFO : Epoch 1839 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1395.34 ms
[2022-04-24 05:24:11 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 1371.8 ms
[2022-04-24 05:24:13 main:574] : INFO : Epoch 1841 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 1381.42 ms
[2022-04-24 05:24:14 main:574] : INFO : Epoch 1842 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1423.3 ms
[2022-04-24 05:24:16 main:574] : INFO : Epoch 1843 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 1418.87 ms
[2022-04-24 05:24:17 main:574] : INFO : Epoch 1844 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 1427.84 ms
[2022-04-24 05:24:19 main:574] : INFO : Epoch 1845 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 1427.35 ms
[2022-04-24 05:24:20 main:574] : INFO : Epoch 1846 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 1434.07 ms
[2022-04-24 05:24:21 main:574] : INFO : Epoch 1847 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 1398.36 ms
[2022-04-24 05:24:23 main:574] : INFO : Epoch 1848 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 1405 ms
[2022-04-24 05:24:24 main:574] : INFO : Epoch 1849 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1402.02 ms
[2022-04-24 05:24:26 main:574] : INFO : Epoch 1850 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1425.85 ms
[2022-04-24 05:24:27 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311736 | Time: 1381.73 ms
[2022-04-24 05:24:28 main:574] : INFO : Epoch 1852 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 1397.45 ms
[2022-04-24 05:24:30 main:574] : INFO : Epoch 1853 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1415.34 ms
[2022-04-24 05:24:31 main:574] : INFO : Epoch 1854 | loss: 0.031164 | val_loss: 0.0311733 | Time: 1409.43 ms
[2022-04-24 05:24:33 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 1396.52 ms
[2022-04-24 05:24:34 main:574] : INFO : Epoch 1856 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 1396.65 ms
[2022-04-24 05:24:36 main:574] : INFO : Epoch 1857 | loss: 0.0311649 | val_loss: 0.031174 | Time: 1403.99 ms
[2022-04-24 05:24:37 main:574] : INFO : Epoch 1858 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 1384.63 ms
[2022-04-24 05:24:38 main:574] : INFO : Epoch 1859 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 1418.07 ms
[2022-04-24 05:24:40 main:574] : INFO : Epoch 1860 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 1395.38 ms
[2022-04-24 05:24:41 main:574] : INFO : Epoch 1861 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 1400.1 ms
[2022-04-24 05:24:43 main:574] : INFO : Epoch 1862 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 1434.42 ms
[2022-04-24 05:24:44 main:574] : INFO : Epoch 1863 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1434.2 ms
[2022-04-24 05:24:46 main:574] : INFO : Epoch 1864 | loss: 0.0311658 | val_loss: 0.031176 | Time: 1439.47 ms
[2022-04-24 05:24:47 main:574] : INFO : Epoch 1865 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 1399.01 ms
[2022-04-24 05:24:48 main:574] : INFO : Epoch 1866 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 1396.01 ms
[2022-04-24 05:24:50 main:574] : INFO : Epoch 1867 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 1398.41 ms
[2022-04-24 05:24:51 main:574] : INFO : Epoch 1868 | loss: 0.0311638 | val_loss: 0.031174 | Time: 1456.98 ms
[2022-04-24 05:24:53 main:574] : INFO : Epoch 1869 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 1398.13 ms
[2022-04-24 05:24:54 main:574] : INFO : Epoch 1870 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 1424.93 ms
[2022-04-24 05:24:56 main:574] : INFO : Epoch 1871 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1389.74 ms
[2022-04-24 05:24:57 main:574] : INFO : Epoch 1872 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 1400.39 ms
[2022-04-24 05:24:58 main:574] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1399.35 ms
[2022-04-24 05:25:00 main:574] : INFO : Epoch 1874 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 1422.48 ms
[2022-04-24 05:25:01 main:574] : INFO : Epoch 1875 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1389.35 ms
[2022-04-24 05:25:03 main:574] : INFO : Epoch 1876 | loss: 0.0311713 | val_loss: 0.0311736 | Time: 1394.88 ms
[2022-04-24 05:25:04 main:574] : INFO : Epoch 1877 | loss: 0.0311746 | val_loss: 0.0311723 | Time: 1388.6 ms
[2022-04-24 05:25:05 main:574] : INFO : Epoch 1878 | loss: 0.0311736 | val_loss: 0.031173 | Time: 1385.82 ms
[2022-04-24 05:25:07 main:574] : INFO : Epoch 1879 | loss: 0.0311724 | val_loss: 0.0311717 | Time: 1422.84 ms
[2022-04-24 05:25:08 main:574] : INFO : Epoch 1880 | loss: 0.0311718 | val_loss: 0.0311724 | Time: 1440.17 ms
[2022-04-24 05:25:10 main:574] : INFO : Epoch 1881 | loss: 0.0311708 | val_loss: 0.031173 | Time: 1427.79 ms
[2022-04-24 05:25:11 main:574] : INFO : Epoch 1882 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 1423.33 ms
[2022-04-24 05:25:12 main:574] : INFO : Epoch 1883 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 1386.48 ms
[2022-04-24 05:25:14 main:574] : INFO : Epoch 1884 | loss: 0.0311698 | val_loss: 0.0311723 | Time: 1397.12 ms
[2022-04-24 05:25:15 main:574] : INFO : Epoch 1885 | loss: 0.0311697 | val_loss: 0.0311724 | Time: 1418.93 ms
[2022-04-24 05:25:17 main:574] : INFO : Epoch 1886 | loss: 0.031169 | val_loss: 0.0311718 | Time: 1391.22 ms
[2022-04-24 05:25:18 main:574] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.031172 | Time: 1425.66 ms
[2022-04-24 05:25:20 main:574] : INFO : Epoch 1888 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1369.2 ms
[2022-04-24 05:25:21 main:574] : INFO : Epoch 1889 | loss: 0.0311708 | val_loss: 0.0311729 | Time: 1419.53 ms
[2022-04-24 05:25:22 main:574] : INFO : Epoch 1890 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 1383.19 ms
[2022-04-24 05:25:24 main:574] : INFO : Epoch 1891 | loss: 0.0311738 | val_loss: 0.0311713 | Time: 1399.63 ms
[2022-04-24 05:25:25 main:574] : INFO : Epoch 1892 | loss: 0.03117 | val_loss: 0.0311735 | Time: 1402.57 ms
[2022-04-24 05:25:27 main:574] : INFO : Epoch 1893 | loss: 0.0311719 | val_loss: 0.031171 | Time: 1400.57 ms
[2022-04-24 05:25:28 main:574] : INFO : Epoch 1894 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 1378.91 ms
[2022-04-24 05:25:29 main:574] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 1414.49 ms
[2022-04-24 05:25:31 main:574] : INFO : Epoch 1896 | loss: 0.0311714 | val_loss: 0.031182 | Time: 1398.21 ms
[2022-04-24 05:25:32 main:574] : INFO : Epoch 1897 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 1416.6 ms
[2022-04-24 05:25:34 main:574] : INFO : Epoch 1898 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1419.56 ms
[2022-04-24 05:25:35 main:574] : INFO : Epoch 1899 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 1365.29 ms
[2022-04-24 05:25:37 main:574] : INFO : Epoch 1900 | loss: 0.0311689 | val_loss: 0.031173 | Time: 1426.84 ms
[2022-04-24 05:25:38 main:574] : INFO : Epoch 1901 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 1403.93 ms
[2022-04-24 05:25:39 main:574] : INFO : Epoch 1902 | loss: 0.0311677 | val_loss: 0.0311697 | Time: 1384.24 ms
[2022-04-24 05:25:41 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 1391.23 ms
[2022-04-24 05:25:42 main:574] : INFO : Epoch 1904 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1414.71 ms
[2022-04-24 05:25:44 main:574] : INFO : Epoch 1905 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1452.77 ms
[2022-04-24 05:25:45 main:574] : INFO : Epoch 1906 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 1405.94 ms
[2022-04-24 05:25:46 main:574] : INFO : Epoch 1907 | loss: 0.0311663 | val_loss: 0.0311715 | Time: 1423.2 ms
[2022-04-24 05:25:48 main:574] : INFO : Epoch 1908 | loss: 0.0311672 | val_loss: 0.03117 | Time: 1394.73 ms
[2022-04-24 05:25:49 main:574] : INFO : Epoch 1909 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 1409.33 ms
[2022-04-24 05:25:51 main:574] : INFO : Epoch 1910 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 1375.78 ms
[2022-04-24 05:25:52 main:574] : INFO : Epoch 1911 | loss: 0.031166 | val_loss: 0.0311695 | Time: 1386.25 ms
[2022-04-24 05:25:53 main:574] : INFO : Epoch 1912 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 1393.37 ms
[2022-04-24 05:25:55 main:574] : INFO : Epoch 1913 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 1405.39 ms
[2022-04-24 05:25:56 main:574] : INFO : Epoch 1914 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 1392.41 ms
[2022-04-24 05:25:58 main:574] : INFO : Epoch 1915 | loss: 0.031166 | val_loss: 0.0311707 | Time: 1409.81 ms
[2022-04-24 05:25:59 main:574] : INFO : Epoch 1916 | loss: 0.0311654 | val_loss: 0.0311685 | Time: 1367.54 ms
[2022-04-24 05:26:01 main:574] : INFO : Epoch 1917 | loss: 0.031165 | val_loss: 0.0311715 | Time: 1407.89 ms
[2022-04-24 05:26:02 main:574] : INFO : Epoch 1918 | loss: 0.0311664 | val_loss: 0.031174 | Time: 1410 ms
[2022-04-24 05:26:03 main:574] : INFO : Epoch 1919 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1367.64 ms
[2022-04-24 05:26:05 main:574] : INFO : Epoch 1920 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 1412.66 ms
[2022-04-24 05:26:06 main:574] : INFO : Epoch 1921 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 1391.13 ms
[2022-04-24 05:26:08 main:574] : INFO : Epoch 1922 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1397.75 ms
[2022-04-24 05:26:09 main:574] : INFO : Epoch 1923 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 1384.06 ms
[2022-04-24 05:26:10 main:574] : INFO : Epoch 1924 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 1381.73 ms
[2022-04-24 05:26:12 main:574] : INFO : Epoch 1925 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1419.8 ms
[2022-04-24 05:26:13 main:574] : INFO : Epoch 1926 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1423.7 ms
[2022-04-24 05:26:15 main:574] : INFO : Epoch 1927 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 1382.54 ms
[2022-04-24 05:26:16 main:574] : INFO : Epoch 1928 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 1404.74 ms
[2022-04-24 05:26:17 main:574] : INFO : Epoch 1929 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 1421.25 ms
[2022-04-24 05:26:19 main:574] : INFO : Epoch 1930 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 1439.46 ms
[2022-04-24 05:26:20 main:574] : INFO : Epoch 1931 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 1393.57 ms
[2022-04-24 05:26:22 main:574] : INFO : Epoch 1932 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 1392.61 ms
[2022-04-24 05:26:23 main:574] : INFO : Epoch 1933 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1426.55 ms
[2022-04-24 05:26:25 main:574] : INFO : Epoch 1934 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 1390.12 ms
[2022-04-24 05:26:26 main:574] : INFO : Epoch 1935 | loss: 0.0311684 | val_loss: 0.0311781 | Time: 1413.98 ms
[2022-04-24 05:26:27 main:574] : INFO : Epoch 1936 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 1394.73 ms
[2022-04-24 05:26:29 main:574] : INFO : Epoch 1937 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 1364.99 ms
[2022-04-24 05:26:30 main:574] : INFO : Epoch 1938 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1410.55 ms
[2022-04-24 05:26:32 main:574] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1373.45 ms
[2022-04-24 05:26:33 main:574] : INFO : Epoch 1940 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 1375.43 ms
[2022-04-24 05:26:34 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 1403.38 ms
[2022-04-24 05:26:36 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 1415.53 ms
[2022-04-24 05:26:37 main:574] : INFO : Epoch 1943 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1399.11 ms
[2022-04-24 05:26:39 main:574] : INFO : Epoch 1944 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 1405.97 ms
[2022-04-24 05:26:40 main:574] : INFO : Epoch 1945 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 1370.79 ms
[2022-04-24 05:26:41 main:574] : INFO : Epoch 1946 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1428.34 ms
[2022-04-24 05:26:43 main:574] : INFO : Epoch 1947 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 1429.97 ms
[2022-04-24 05:26:44 main:574] : INFO : Epoch 1948 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 1457.99 ms
[2022-04-24 05:26:46 main:574] : INFO : Epoch 1949 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 1399.91 ms
[2022-04-24 05:26:47 main:574] : INFO : Epoch 1950 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1400.97 ms
[2022-04-24 05:26:49 main:574] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 1376.49 ms
[2022-04-24 05:26:50 main:574] : INFO : Epoch 1952 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 1392.39 ms
[2022-04-24 05:26:51 main:574] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311747 | Time: 1422.33 ms
[2022-04-24 05:26:53 main:574] : INFO : Epoch 1954 | loss: 0.031162 | val_loss: 0.0311788 | Time: 1432.52 ms
[2022-04-24 05:26:54 main:574] : INFO : Epoch 1955 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 1466.65 ms
[2022-04-24 05:26:56 main:574] : INFO : Epoch 1956 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 1429.69 ms
[2022-04-24 05:26:57 main:574] : INFO : Epoch 1957 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 1390.8 ms
[2022-04-24 05:26:59 main:574] : INFO : Epoch 1958 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 1408.84 ms
[2022-04-24 05:27:00 main:574] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 1410.85 ms
[2022-04-24 05:27:01 main:574] : INFO : Epoch 1960 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1344.7 ms
[2022-04-24 05:27:03 main:574] : INFO : Epoch 1961 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 1385.45 ms
[2022-04-24 05:27:04 main:574] : INFO : Epoch 1962 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 1397.58 ms
[2022-04-24 05:27:06 main:574] : INFO : Epoch 1963 | loss: 0.031161 | val_loss: 0.0311735 | Time: 1426.9 ms
[2022-04-24 05:27:07 main:574] : INFO : Epoch 1964 | loss: 0.0311597 | val_loss: 0.0311741 | Time: 1404.4 ms
[2022-04-24 05:27:08 main:574] : INFO : Epoch 1965 | loss: 0.0311602 | val_loss: 0.031176 | Time: 1408.59 ms
[2022-04-24 05:27:10 main:574] : INFO : Epoch 1966 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 1392.39 ms
[2022-04-24 05:27:11 main:574] : INFO : Epoch 1967 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 1417.81 ms
[2022-04-24 05:27:13 main:574] : INFO : Epoch 1968 | loss: 0.0311607 | val_loss: 0.0311758 | Time: 1429.74 ms
[2022-04-24 05:27:14 main:574] : INFO : Epoch 1969 | loss: 0.031161 | val_loss: 0.0311722 | Time: 1413.06 ms
[2022-04-24 05:27:16 main:574] : INFO : Epoch 1970 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 1418.18 ms
[2022-04-24 05:27:17 main:574] : INFO : Epoch 1971 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 1397.32 ms
[2022-04-24 05:27:18 main:574] : INFO : Epoch 1972 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 1384.3 ms
[2022-04-24 05:27:20 main:574] : INFO : Epoch 1973 | loss: 0.0311586 | val_loss: 0.0311743 | Time: 1381.15 ms
[2022-04-24 05:27:21 main:574] : INFO : Epoch 1974 | loss: 0.0311592 | val_loss: 0.0311733 | Time: 1391.72 ms
[2022-04-24 05:27:23 main:574] : INFO : Epoch 1975 | loss: 0.0311622 | val_loss: 0.0311752 | Time: 1376.3 ms
[2022-04-24 05:27:24 main:574] : INFO : Epoch 1976 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 1420.44 ms
[2022-04-24 05:27:25 main:574] : INFO : Epoch 1977 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1425.72 ms
[2022-04-24 05:27:27 main:574] : INFO : Epoch 1978 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 1381.8 ms
[2022-04-24 05:27:28 main:574] : INFO : Epoch 1979 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 1363.16 ms
[2022-04-24 05:27:30 main:574] : INFO : Epoch 1980 | loss: 0.03116 | val_loss: 0.0311734 | Time: 1408.44 ms
[2022-04-24 05:27:31 main:574] : INFO : Epoch 1981 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 1408.76 ms
[2022-04-24 05:27:32 main:574] : INFO : Epoch 1982 | loss: 0.0311622 | val_loss: 0.0311833 | Time: 1368.59 ms
[2022-04-24 05:27:34 main:574] : INFO : Epoch 1983 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 1395.16 ms
[2022-04-24 05:27:35 main:574] : INFO : Epoch 1984 | loss: 0.0311607 | val_loss: 0.0311791 | Time: 1418.41 ms
[2022-04-24 05:27:37 main:574] : INFO : Epoch 1985 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1352.16 ms
[2022-04-24 05:27:38 main:574] : INFO : Epoch 1986 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 1399.92 ms
[2022-04-24 05:27:39 main:574] : INFO : Epoch 1987 | loss: 0.03116 | val_loss: 0.0311746 | Time: 1386.55 ms
[2022-04-24 05:27:41 main:574] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.0311769 | Time: 1343.75 ms
[2022-04-24 05:27:42 main:574] : INFO : Epoch 1989 | loss: 0.0311588 | val_loss: 0.031182 | Time: 1420.97 ms
[2022-04-24 05:27:44 main:574] : INFO : Epoch 1990 | loss: 0.0311612 | val_loss: 0.0311812 | Time: 1403.15 ms
[2022-04-24 05:27:45 main:574] : INFO : Epoch 1991 | loss: 0.031161 | val_loss: 0.0311748 | Time: 1414.34 ms
[2022-04-24 05:27:46 main:574] : INFO : Epoch 1992 | loss: 0.03116 | val_loss: 0.0311747 | Time: 1422.4 ms
[2022-04-24 05:27:48 main:574] : INFO : Epoch 1993 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1397.22 ms
[2022-04-24 05:27:49 main:574] : INFO : Epoch 1994 | loss: 0.031164 | val_loss: 0.0311744 | Time: 1368.3 ms
[2022-04-24 05:27:51 main:574] : INFO : Epoch 1995 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 1412.62 ms
[2022-04-24 05:27:52 main:574] : INFO : Epoch 1996 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 1384.2 ms
[2022-04-24 05:27:53 main:574] : INFO : Epoch 1997 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 1413.79 ms
[2022-04-24 05:27:55 main:574] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 1426.92 ms
[2022-04-24 05:27:56 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 1370.85 ms
[2022-04-24 05:27:58 main:574] : INFO : Epoch 2000 | loss: 0.0311621 | val_loss: 0.0311773 | Time: 1407.35 ms
[2022-04-24 05:27:59 main:574] : INFO : Epoch 2001 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 1399.64 ms
[2022-04-24 05:28:01 main:574] : INFO : Epoch 2002 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 1381.56 ms
[2022-04-24 05:28:02 main:574] : INFO : Epoch 2003 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 1391.15 ms
[2022-04-24 05:28:03 main:574] : INFO : Epoch 2004 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1398.77 ms
[2022-04-24 05:28:05 main:574] : INFO : Epoch 2005 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 1405.25 ms
[2022-04-24 05:28:06 main:574] : INFO : Epoch 2006 | loss: 0.0311688 | val_loss: 0.0311758 | Time: 1422.54 ms
[2022-04-24 05:28:08 main:574] : INFO : Epoch 2007 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 1394.16 ms
[2022-04-24 05:28:09 main:574] : INFO : Epoch 2008 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 1377.75 ms
[2022-04-24 05:28:10 main:574] : INFO : Epoch 2009 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 1407.25 ms
[2022-04-24 05:28:12 main:574] : INFO : Epoch 2010 | loss: 0.0311651 | val_loss: 0.031177 | Time: 1403.52 ms
[2022-04-24 05:28:13 main:574] : INFO : Epoch 2011 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 1408.7 ms
[2022-04-24 05:28:15 main:574] : INFO : Epoch 2012 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 1431.39 ms
[2022-04-24 05:28:16 main:574] : INFO : Epoch 2013 | loss: 0.031163 | val_loss: 0.0311737 | Time: 1360.1 ms
[2022-04-24 05:28:18 main:574] : INFO : Epoch 2014 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 1391.87 ms
[2022-04-24 05:28:19 main:574] : INFO : Epoch 2015 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 1433.46 ms
[2022-04-24 05:28:20 main:574] : INFO : Epoch 2016 | loss: 0.0311597 | val_loss: 0.0311725 | Time: 1411.69 ms
[2022-04-24 05:28:22 main:574] : INFO : Epoch 2017 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 1429.41 ms
[2022-04-24 05:28:23 main:574] : INFO : Epoch 2018 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 1386.71 ms
[2022-04-24 05:28:25 main:574] : INFO : Epoch 2019 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 1406.27 ms
[2022-04-24 05:28:26 main:574] : INFO : Epoch 2020 | loss: 0.0311605 | val_loss: 0.0311755 | Time: 1401.42 ms
[2022-04-24 05:28:27 main:574] : INFO : Epoch 2021 | loss: 0.0311618 | val_loss: 0.031173 | Time: 1405.39 ms
[2022-04-24 05:28:29 main:574] : INFO : Epoch 2022 | loss: 0.0311619 | val_loss: 0.0311807 | Time: 1405.13 ms
[2022-04-24 05:28:30 main:574] : INFO : Epoch 2023 | loss: 0.031162 | val_loss: 0.0311744 | Time: 1398.18 ms
[2022-04-24 05:28:32 main:574] : INFO : Epoch 2024 | loss: 0.0311585 | val_loss: 0.0311731 | Time: 1411.07 ms
[2022-04-24 05:28:33 main:574] : INFO : Epoch 2025 | loss: 0.0311584 | val_loss: 0.0311734 | Time: 1373.08 ms
[2022-04-24 05:28:35 main:574] : INFO : Epoch 2026 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 1414.57 ms
[2022-04-24 05:28:36 main:574] : INFO : Epoch 2027 | loss: 0.031158 | val_loss: 0.0311736 | Time: 1402.61 ms
[2022-04-24 05:28:37 main:574] : INFO : Epoch 2028 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 1371.69 ms
[2022-04-24 05:28:39 main:574] : INFO : Epoch 2029 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 1405.08 ms
[2022-04-24 05:28:40 main:574] : INFO : Epoch 2030 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 1405.6 ms
[2022-04-24 05:28:42 main:574] : INFO : Epoch 2031 | loss: 0.0311589 | val_loss: 0.0311731 | Time: 1398.74 ms
[2022-04-24 05:28:43 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 1435.08 ms
[2022-04-24 05:28:44 main:574] : INFO : Epoch 2033 | loss: 0.0311603 | val_loss: 0.031177 | Time: 1416.6 ms
[2022-04-24 05:28:46 main:574] : INFO : Epoch 2034 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 1417.33 ms
[2022-04-24 05:28:47 main:574] : INFO : Epoch 2035 | loss: 0.0311593 | val_loss: 0.0311725 | Time: 1436.87 ms
[2022-04-24 05:28:49 main:574] : INFO : Epoch 2036 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 1393.56 ms
[2022-04-24 05:28:50 main:574] : INFO : Epoch 2037 | loss: 0.0311601 | val_loss: 0.031181 | Time: 1407.87 ms
[2022-04-24 05:28:52 main:574] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311765 | Time: 1385.14 ms
[2022-04-24 05:28:53 main:574] : INFO : Epoch 2039 | loss: 0.0311585 | val_loss: 0.0311729 | Time: 1419.83 ms
[2022-04-24 05:28:54 main:574] : INFO : Epoch 2040 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 1399.78 ms
[2022-04-24 05:28:56 main:574] : INFO : Epoch 2041 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 1368.24 ms
[2022-04-24 05:28:57 main:574] : INFO : Epoch 2042 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 1384.23 ms
[2022-04-24 05:28:59 main:574] : INFO : Epoch 2043 | loss: 0.0311618 | val_loss: 0.031174 | Time: 1392.22 ms
[2022-04-24 05:29:00 main:574] : INFO : Epoch 2044 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 1366.59 ms
[2022-04-24 05:29:01 main:574] : INFO : Epoch 2045 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 1404.99 ms
[2022-04-24 05:29:03 main:574] : INFO : Epoch 2046 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 1418.5 ms
[2022-04-24 05:29:04 main:574] : INFO : Epoch 2047 | loss: 0.0311562 | val_loss: 0.0311707 | Time: 1404.69 ms
[2022-04-24 05:29:06 main:574] : INFO : Epoch 2048 | loss: 0.0311571 | val_loss: 0.0311772 | Time: 1395.66 ms
[2022-04-24 05:29:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311772
[2022-04-24 05:29:06 main:603] : INFO : Saving end state to config to file
[2022-04-24 05:29:06 main:608] : INFO : Success, exiting..
05:29:06 (76816): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)