Task 14622471
| Name | ParityModified-1647048677-24990-2-0_1 |
| Workunit | 11344522 |
| Created | 16 Apr 2022, 20:48:35 UTC |
| Sent | 16 Apr 2022, 20:48:59 UTC |
| Report deadline | 24 Apr 2022, 20:48:59 UTC |
| Received | 23 Apr 2022, 16:15:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 31 sec |
| CPU time | 47 min 53 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> :59 main:574] : INFO : Epoch 1542 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1520.42 ms [2022-04-24 02:03:01 main:574] : INFO : Epoch 1543 | loss: 0.0311722 | val_loss: 0.0311739 | Time: 1459.97 ms [2022-04-24 02:03:02 main:574] : INFO : Epoch 1544 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 1399.57 ms [2022-04-24 02:03:04 main:574] : INFO : Epoch 1545 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1426.93 ms [2022-04-24 02:03:05 main:574] : INFO : Epoch 1546 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 1424.09 ms [2022-04-24 02:03:07 main:574] : INFO : Epoch 1547 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1403.91 ms [2022-04-24 02:03:08 main:574] : INFO : Epoch 1548 | loss: 0.0311747 | val_loss: 0.0311724 | Time: 1433.84 ms [2022-04-24 02:03:09 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 1416.08 ms [2022-04-24 02:03:11 main:574] : INFO : Epoch 1550 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1426.05 ms [2022-04-24 02:03:12 main:574] : INFO : Epoch 1551 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 1406.14 ms [2022-04-24 02:03:14 main:574] : INFO : Epoch 1552 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 1430.94 ms [2022-04-24 02:03:15 main:574] : INFO : Epoch 1553 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1386.18 ms [2022-04-24 02:03:17 main:574] : INFO : Epoch 1554 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1408.23 ms [2022-04-24 02:03:18 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 1400.51 ms [2022-04-24 02:03:19 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 1425.75 ms [2022-04-24 02:03:21 main:574] : INFO : Epoch 1557 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1373.64 ms [2022-04-24 02:03:22 main:574] : INFO : Epoch 1558 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1378.23 ms [2022-04-24 02:03:24 main:574] : INFO : Epoch 1559 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 1427.17 ms [2022-04-24 02:03:25 main:574] : INFO : Epoch 1560 | loss: 0.031166 | val_loss: 0.031174 | Time: 1391.16 ms [2022-04-24 02:03:26 main:574] : INFO : Epoch 1561 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 1382.65 ms [2022-04-24 02:03:28 main:574] : INFO : Epoch 1562 | loss: 0.0311691 | val_loss: 0.0311714 | Time: 1410.59 ms [2022-04-24 02:03:29 main:574] : INFO : Epoch 1563 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 1383.74 ms [2022-04-24 02:03:31 main:574] : INFO : Epoch 1564 | loss: 0.0311706 | val_loss: 0.0311714 | Time: 1386.76 ms [2022-04-24 02:03:32 main:574] : INFO : Epoch 1565 | loss: 0.0311691 | val_loss: 0.031171 | Time: 1410.56 ms [2022-04-24 02:03:33 main:574] : INFO : Epoch 1566 | loss: 0.031166 | val_loss: 0.0311712 | Time: 1390.15 ms [2022-04-24 02:03:35 main:574] : INFO : Epoch 1567 | loss: 0.0311673 | val_loss: 0.0311792 | Time: 1414.53 ms [2022-04-24 02:03:36 main:574] : INFO : Epoch 1568 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1424.51 ms [2022-04-24 02:03:38 main:574] : INFO : Epoch 1569 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 1427.29 ms [2022-04-24 02:03:39 main:574] : INFO : Epoch 1570 | loss: 0.031173 | val_loss: 0.0311771 | Time: 1410.8 ms [2022-04-24 02:03:41 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311725 | Time: 1405.56 ms [2022-04-24 02:03:42 main:574] : INFO : Epoch 1572 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 1455.28 ms [2022-04-24 02:03:44 main:574] : INFO : Epoch 1573 | loss: 0.0311742 | val_loss: 0.0311745 | Time: 1419.84 ms [2022-04-24 02:03:45 main:574] : INFO : Epoch 1574 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 1393.83 ms [2022-04-24 02:03:46 main:574] : INFO : Epoch 1575 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 1414.91 ms [2022-04-24 02:03:48 main:574] : INFO : Epoch 1576 | loss: 0.0311717 | val_loss: 0.031182 | Time: 1398.44 ms [2022-04-24 02:03:49 main:574] : INFO : Epoch 1577 | loss: 0.0311684 | val_loss: 0.031171 | Time: 1387.16 ms [2022-04-24 02:03:51 main:574] : INFO : Epoch 1578 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 1402.11 ms [2022-04-24 02:03:52 main:574] : INFO : Epoch 1579 | loss: 0.0311657 | val_loss: 0.031171 | Time: 1399.79 ms [2022-04-24 02:03:53 main:574] : INFO : Epoch 1580 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 1428.21 ms [2022-04-24 02:03:55 main:574] : INFO : Epoch 1581 | loss: 0.0311684 | val_loss: 0.0311876 | Time: 1423.63 ms [2022-04-24 02:03:56 main:574] : INFO : Epoch 1582 | loss: 0.0311771 | val_loss: 0.0311872 | Time: 1423.1 ms [2022-04-24 02:03:58 main:574] : INFO : Epoch 1583 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 1381.95 ms [2022-04-24 02:03:59 main:574] : INFO : Epoch 1584 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1395.23 ms [2022-04-24 02:04:00 main:574] : INFO : Epoch 1585 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 1419.27 ms [2022-04-24 02:04:02 main:574] : INFO : Epoch 1586 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1427.95 ms [2022-04-24 02:04:03 main:574] : INFO : Epoch 1587 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 1396.85 ms [2022-04-24 02:04:05 main:574] : INFO : Epoch 1588 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1383.27 ms [2022-04-24 02:04:06 main:574] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311731 | Time: 1374.15 ms [2022-04-24 02:04:08 main:574] : INFO : Epoch 1590 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 1401.95 ms [2022-04-24 02:04:09 main:574] : INFO : Epoch 1591 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1411.4 ms [2022-04-24 02:04:10 main:574] : INFO : Epoch 1592 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 1409.72 ms [2022-04-24 02:04:12 main:574] : INFO : Epoch 1593 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 1393.74 ms [2022-04-24 02:04:13 main:574] : INFO : Epoch 1594 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 1390.16 ms [2022-04-24 02:04:15 main:574] : INFO : Epoch 1595 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 1409.55 ms [2022-04-24 02:04:16 main:574] : INFO : Epoch 1596 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 1385.65 ms [2022-04-24 02:04:17 main:574] : INFO : Epoch 1597 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 1383.78 ms [2022-04-24 02:04:19 main:574] : INFO : Epoch 1598 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 1395.16 ms [2022-04-24 02:04:20 main:574] : INFO : Epoch 1599 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1389.51 ms [2022-04-24 02:04:22 main:574] : INFO : Epoch 1600 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 1335.32 ms [2022-04-24 02:04:23 main:574] : INFO : Epoch 1601 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 1397.21 ms [2022-04-24 02:04:24 main:574] : INFO : Epoch 1602 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1447.14 ms [2022-04-24 02:04:26 main:574] : INFO : Epoch 1603 | loss: 0.0311683 | val_loss: 0.031174 | Time: 1496.69 ms [2022-04-24 02:04:27 main:574] : INFO : Epoch 1604 | loss: 0.031165 | val_loss: 0.0311719 | Time: 1445.3 ms [2022-04-24 02:04:29 main:574] : INFO : Epoch 1605 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 1419.75 ms [2022-04-24 02:04:30 main:574] : INFO : Epoch 1606 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1394.6 ms [2022-04-24 02:04:32 main:574] : INFO : Epoch 1607 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1416.06 ms [2022-04-24 02:04:33 main:574] : INFO : Epoch 1608 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1382.35 ms [2022-04-24 02:04:34 main:574] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 1406 ms [2022-04-24 02:04:36 main:574] : INFO : Epoch 1610 | loss: 0.0311602 | val_loss: 0.0311776 | Time: 1386.81 ms [2022-04-24 02:04:37 main:574] : INFO : Epoch 1611 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1399.46 ms [2022-04-24 02:04:39 main:574] : INFO : Epoch 1612 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1415.2 ms [2022-04-24 02:04:40 main:574] : INFO : Epoch 1613 | loss: 0.0311627 | val_loss: 0.0311757 | Time: 1447.12 ms [2022-04-24 02:04:42 main:574] : INFO : Epoch 1614 | loss: 0.031165 | val_loss: 0.0311721 | Time: 1486.2 ms [2022-04-24 02:04:43 main:574] : INFO : Epoch 1615 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 1415.75 ms [2022-04-24 02:04:44 main:574] : INFO : Epoch 1616 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 1360.46 ms [2022-04-24 02:04:46 main:574] : INFO : Epoch 1617 | loss: 0.0311659 | val_loss: 0.031175 | Time: 1407.56 ms [2022-04-24 02:04:47 main:574] : INFO : Epoch 1618 | loss: 0.0311714 | val_loss: 0.0311825 | Time: 1392.29 ms [2022-04-24 02:04:49 main:574] : INFO : Epoch 1619 | loss: 0.031167 | val_loss: 0.0311707 | Time: 1404.08 ms [2022-04-24 02:04:50 main:574] : INFO : Epoch 1620 | loss: 0.0311638 | val_loss: 0.0311708 | Time: 1396.57 ms [2022-04-24 02:04:52 main:574] : INFO : Epoch 1621 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1445.63 ms [2022-04-24 02:04:53 main:574] : INFO : Epoch 1622 | loss: 0.0311661 | val_loss: 0.0311686 | Time: 1420.29 ms [2022-04-24 02:04:54 main:574] : INFO : Epoch 1623 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 1379.33 ms [2022-04-24 02:04:56 main:574] : INFO : Epoch 1624 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 1379.84 ms [2022-04-24 02:04:57 main:574] : INFO : Epoch 1625 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1392.09 ms [2022-04-24 02:04:59 main:574] : INFO : Epoch 1626 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1421.02 ms [2022-04-24 02:05:00 main:574] : INFO : Epoch 1627 | loss: 0.0311597 | val_loss: 0.0311712 | Time: 1465 ms [2022-04-24 02:05:02 main:574] : INFO : Epoch 1628 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 1445.74 ms [2022-04-24 02:05:03 main:574] : INFO : Epoch 1629 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 1379.02 ms [2022-04-24 02:05:04 main:574] : INFO : Epoch 1630 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1402.56 ms [2022-04-24 02:05:06 main:574] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.031169 | Time: 1406.12 ms [2022-04-24 02:05:07 main:574] : INFO : Epoch 1632 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 1420.37 ms [2022-04-24 02:05:09 main:574] : INFO : Epoch 1633 | loss: 0.0311754 | val_loss: 0.031191 | Time: 1403.05 ms [2022-04-24 02:05:10 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 1423.71 ms [2022-04-24 02:05:11 main:574] : INFO : Epoch 1635 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 1425.37 ms [2022-04-24 02:05:13 main:574] : INFO : Epoch 1636 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 1423.51 ms [2022-04-24 02:05:14 main:574] : INFO : Epoch 1637 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 1367.44 ms [2022-04-24 02:05:16 main:574] : INFO : Epoch 1638 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 1486.97 ms [2022-04-24 02:05:17 main:574] : INFO : Epoch 1639 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 1452.32 ms [2022-04-24 02:05:19 main:574] : INFO : Epoch 1640 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1398.37 ms [2022-04-24 02:05:20 main:574] : INFO : Epoch 1641 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 1417.98 ms [2022-04-24 02:05:21 main:574] : INFO : Epoch 1642 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1448.64 ms [2022-04-24 02:05:23 main:574] : INFO : Epoch 1643 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 1421.74 ms [2022-04-24 02:05:24 main:574] : INFO : Epoch 1644 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1413.02 ms [2022-04-24 02:05:26 main:574] : INFO : Epoch 1645 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1398.46 ms [2022-04-24 02:05:27 main:574] : INFO : Epoch 1646 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 1411.88 ms [2022-04-24 02:05:29 main:574] : INFO : Epoch 1647 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 1389.66 ms [2022-04-24 02:05:30 main:574] : INFO : Epoch 1648 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 1395.03 ms [2022-04-24 02:05:31 main:574] : INFO : Epoch 1649 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 1472.59 ms [2022-04-24 02:05:33 main:574] : INFO : Epoch 1650 | loss: 0.031158 | val_loss: 0.0311719 | Time: 1404.65 ms [2022-04-24 02:05:34 main:574] : INFO : Epoch 1651 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1399.43 ms [2022-04-24 02:05:36 main:574] : INFO : Epoch 1652 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 1398 ms [2022-04-24 02:05:37 main:574] : INFO : Epoch 1653 | loss: 0.0311572 | val_loss: 0.0311701 | Time: 1394.2 ms [2022-04-24 02:05:38 main:574] : INFO : Epoch 1654 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1388.74 ms [2022-04-24 02:05:40 main:574] : INFO : Epoch 1655 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 1391.96 ms [2022-04-24 02:05:41 main:574] : INFO : Epoch 1656 | loss: 0.0311653 | val_loss: 0.031175 | Time: 1423.34 ms [2022-04-24 02:05:43 main:574] : INFO : Epoch 1657 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1473.88 ms [2022-04-24 02:05:44 main:574] : INFO : Epoch 1658 | loss: 0.0311724 | val_loss: 0.0311695 | Time: 1408.39 ms [2022-04-24 02:05:46 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 1393.55 ms [2022-04-24 02:05:47 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 1398.78 ms [2022-04-24 02:05:48 main:574] : INFO : Epoch 1661 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 1385.63 ms [2022-04-24 02:05:50 main:574] : INFO : Epoch 1662 | loss: 0.0311657 | val_loss: 0.0311668 | Time: 1364.07 ms [2022-04-24 02:05:51 main:574] : INFO : Epoch 1663 | loss: 0.0311632 | val_loss: 0.0311706 | Time: 1398.83 ms [2022-04-24 02:05:53 main:574] : INFO : Epoch 1664 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 1409.5 ms [2022-04-24 02:05:54 main:574] : INFO : Epoch 1665 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1420.87 ms [2022-04-24 02:05:55 main:574] : INFO : Epoch 1666 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1419.27 ms [2022-04-24 02:05:57 main:574] : INFO : Epoch 1667 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1418.91 ms [2022-04-24 02:05:58 main:574] : INFO : Epoch 1668 | loss: 0.0311605 | val_loss: 0.031168 | Time: 1380.99 ms [2022-04-24 02:06:00 main:574] : INFO : Epoch 1669 | loss: 0.03116 | val_loss: 0.0311667 | Time: 1421.64 ms [2022-04-24 02:06:01 main:574] : INFO : Epoch 1670 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 1395.4 ms [2022-04-24 02:06:03 main:574] : INFO : Epoch 1671 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 1411.7 ms [2022-04-24 02:06:04 main:574] : INFO : Epoch 1672 | loss: 0.0311629 | val_loss: 0.0311793 | Time: 1408.58 ms [2022-04-24 02:06:05 main:574] : INFO : Epoch 1673 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 1379.48 ms [2022-04-24 02:06:07 main:574] : INFO : Epoch 1674 | loss: 0.031161 | val_loss: 0.0311739 | Time: 1369.24 ms [2022-04-24 02:06:08 main:574] : INFO : Epoch 1675 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 1394.39 ms [2022-04-24 02:06:10 main:574] : INFO : Epoch 1676 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1450.64 ms [2022-04-24 02:06:11 main:574] : INFO : Epoch 1677 | loss: 0.0311577 | val_loss: 0.0311737 | Time: 1411.63 ms [2022-04-24 02:06:12 main:574] : INFO : Epoch 1678 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 1396.12 ms [2022-04-24 02:06:14 main:574] : INFO : Epoch 1679 | loss: 0.0311588 | val_loss: 0.0311736 | Time: 1400.58 ms [2022-04-24 02:06:15 main:574] : INFO : Epoch 1680 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 1410.51 ms [2022-04-24 02:06:17 main:574] : INFO : Epoch 1681 | loss: 0.0311593 | val_loss: 0.0311772 | Time: 1388.5 ms [2022-04-24 02:06:18 main:574] : INFO : Epoch 1682 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 1405.63 ms [2022-04-24 02:06:19 main:574] : INFO : Epoch 1683 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 1403.86 ms [2022-04-24 02:06:21 main:574] : INFO : Epoch 1684 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 1431.13 ms [2022-04-24 02:06:22 main:574] : INFO : Epoch 1685 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 1392.89 ms [2022-04-24 02:06:24 main:574] : INFO : Epoch 1686 | loss: 0.0311617 | val_loss: 0.031172 | Time: 1434.36 ms [2022-04-24 02:06:25 main:574] : INFO : Epoch 1687 | loss: 0.031156 | val_loss: 0.0311739 | Time: 1425.14 ms [2022-04-24 02:06:27 main:574] : INFO : Epoch 1688 | loss: 0.0311579 | val_loss: 0.0311747 | Time: 1403.22 ms [2022-04-24 02:06:28 main:574] : INFO : Epoch 1689 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 1421.68 ms [2022-04-24 02:06:29 main:574] : INFO : Epoch 1690 | loss: 0.0311573 | val_loss: 0.0311732 | Time: 1389.75 ms [2022-04-24 02:06:31 main:574] : INFO : Epoch 1691 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 1401.02 ms [2022-04-24 02:06:32 main:574] : INFO : Epoch 1692 | loss: 0.0311578 | val_loss: 0.031173 | Time: 1457.25 ms [2022-04-24 02:06:34 main:574] : INFO : Epoch 1693 | loss: 0.0311583 | val_loss: 0.0311758 | Time: 1412.89 ms [2022-04-24 02:06:35 main:574] : INFO : Epoch 1694 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 1400.76 ms [2022-04-24 02:06:37 main:574] : INFO : Epoch 1695 | loss: 0.031155 | val_loss: 0.0311712 | Time: 1352.02 ms [2022-04-24 02:06:38 main:574] : INFO : Epoch 1696 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 1371.43 ms [2022-04-24 02:06:39 main:574] : INFO : Epoch 1697 | loss: 0.0311634 | val_loss: 0.031175 | Time: 1352.07 ms [2022-04-24 02:06:41 main:574] : INFO : Epoch 1698 | loss: 0.0311784 | val_loss: 0.0311757 | Time: 1478.86 ms [2022-04-24 02:06:42 main:574] : INFO : Epoch 1699 | loss: 0.124029 | val_loss: 0.0448362 | Time: 1470.73 ms [2022-04-24 02:06:44 main:574] : INFO : Epoch 1700 | loss: 0.0517183 | val_loss: 0.0360885 | Time: 1464.46 ms [2022-04-24 02:06:45 main:574] : INFO : Epoch 1701 | loss: 0.0332805 | val_loss: 0.0319805 | Time: 1427.79 ms [2022-04-24 02:06:47 main:574] : INFO : Epoch 1702 | loss: 0.0316386 | val_loss: 0.031378 | Time: 1456.69 ms [2022-04-24 02:06:48 main:574] : INFO : Epoch 1703 | loss: 0.0313219 | val_loss: 0.0312712 | Time: 1433.74 ms [2022-04-24 02:06:50 main:574] : INFO : Epoch 1704 | loss: 0.0312681 | val_loss: 0.0312589 | Time: 1397.79 ms [2022-04-24 02:06:51 main:574] : INFO : Epoch 1705 | loss: 0.031257 | val_loss: 0.0312563 | Time: 1397.6 ms [2022-04-24 02:06:52 main:574] : INFO : Epoch 1706 | loss: 0.0312546 | val_loss: 0.0312552 | Time: 1391.94 ms [2022-04-24 02:06:54 main:574] : INFO : Epoch 1707 | loss: 0.0312537 | val_loss: 0.0312546 | Time: 1393.08 ms [2022-04-24 02:06:55 main:574] : INFO : Epoch 1708 | loss: 0.0312533 | val_loss: 0.0312543 | Time: 1417.5 ms [2022-04-24 02:06:57 main:574] : INFO : Epoch 1709 | loss: 0.031253 | val_loss: 0.031254 | Time: 1418.29 ms [2022-04-24 02:06:58 main:574] : INFO : Epoch 1710 | loss: 0.0312528 | val_loss: 0.0312537 | Time: 1373.64 ms [2022-04-24 02:06:59 main:574] : INFO : Epoch 1711 | loss: 0.0312526 | val_loss: 0.0312535 | Time: 1421.99 ms [2022-04-24 02:07:01 main:574] : INFO : Epoch 1712 | loss: 0.0312524 | val_loss: 0.0312533 | Time: 1425.14 ms [2022-04-24 02:07:02 main:574] : INFO : Epoch 1713 | loss: 0.0312521 | val_loss: 0.0312531 | Time: 1400.31 ms [2022-04-24 02:07:04 main:574] : INFO : Epoch 1714 | loss: 0.0312521 | val_loss: 0.031253 | Time: 1420.09 ms [2022-04-24 02:07:05 main:574] : INFO : Epoch 1715 | loss: 0.0312519 | val_loss: 0.0312528 | Time: 1441.29 ms [2022-04-24 02:07:07 main:574] : INFO : Epoch 1716 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 1450.57 ms [2022-04-24 02:07:08 main:574] : INFO : Epoch 1717 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 1411.39 ms [2022-04-24 02:07:09 main:574] : INFO : Epoch 1718 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 1433.46 ms [2022-04-24 02:07:11 main:574] : INFO : Epoch 1719 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 1378.73 ms [2022-04-24 02:07:12 main:574] : INFO : Epoch 1720 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 1388.81 ms [2022-04-24 02:07:14 main:574] : INFO : Epoch 1721 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1406.43 ms [2022-04-24 02:07:15 main:574] : INFO : Epoch 1722 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1387.63 ms [2022-04-24 02:07:16 main:574] : INFO : Epoch 1723 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1382.32 ms [2022-04-24 02:07:18 main:574] : INFO : Epoch 1724 | loss: 0.031251 | val_loss: 0.0312517 | Time: 1427.09 ms [2022-04-24 02:07:19 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1447.1 ms [2022-04-24 02:07:21 main:574] : INFO : Epoch 1726 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1466.28 ms [2022-04-24 02:07:22 main:574] : INFO : Epoch 1727 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1433.93 ms [2022-04-24 02:07:24 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1451.88 ms [2022-04-24 02:07:25 main:574] : INFO : Epoch 1729 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1369.44 ms [2022-04-24 02:07:26 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1385.81 ms [2022-04-24 02:07:28 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1431.87 ms [2022-04-24 02:07:29 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1396.2 ms [2022-04-24 02:07:31 main:574] : INFO : Epoch 1733 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1405.55 ms [2022-04-24 02:07:32 main:574] : INFO : Epoch 1734 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1396.4 ms [2022-04-24 02:07:34 main:574] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1433.03 ms [2022-04-24 02:07:35 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1376.52 ms [2022-04-24 02:07:36 main:574] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1409.6 ms [2022-04-24 02:07:38 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1404.11 ms [2022-04-24 02:07:39 main:574] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1395.53 ms [2022-04-24 02:07:41 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1403.39 ms [2022-04-24 02:07:42 main:574] : INFO : Epoch 1741 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1449.81 ms [2022-04-24 02:07:44 main:574] : INFO : Epoch 1742 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1447.6 ms [2022-04-24 02:07:45 main:574] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1397.85 ms [2022-04-24 02:07:46 main:574] : INFO : Epoch 1744 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1410.85 ms [2022-04-24 02:07:48 main:574] : INFO : Epoch 1745 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1399.77 ms [2022-04-24 02:07:49 main:574] : INFO : Epoch 1746 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1429.18 ms [2022-04-24 02:07:51 main:574] : INFO : Epoch 1747 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1393.98 ms [2022-04-24 02:07:52 main:574] : INFO : Epoch 1748 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1417.22 ms [2022-04-24 02:07:53 main:574] : INFO : Epoch 1749 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1417.73 ms [2022-04-24 02:07:55 main:574] : INFO : Epoch 1750 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1405.39 ms [2022-04-24 02:07:56 main:574] : INFO : Epoch 1751 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1382.5 ms [2022-04-24 02:07:58 main:574] : INFO : Epoch 1752 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1394 ms [2022-04-24 02:07:59 main:574] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1388.4 ms [2022-04-24 02:08:00 main:574] : INFO : Epoch 1754 | loss: 0.031248 | val_loss: 0.0312488 | Time: 1387.43 ms [2022-04-24 02:08:02 main:574] : INFO : Epoch 1755 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1427.22 ms [2022-04-24 02:08:03 main:574] : INFO : Epoch 1756 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1506.73 ms [2022-04-24 02:08:05 main:574] : INFO : Epoch 1757 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1405.61 ms [2022-04-24 02:08:06 main:574] : INFO : Epoch 1758 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 1422.49 ms [2022-04-24 02:08:08 main:574] : INFO : Epoch 1759 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1383.67 ms [2022-04-24 02:08:09 main:574] : INFO : Epoch 1760 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1409.95 ms [2022-04-24 02:08:11 main:574] : INFO : Epoch 1761 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 1422.67 ms [2022-04-24 02:08:12 main:574] : INFO : Epoch 1762 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 1411.4 ms [2022-04-24 02:08:13 main:574] : INFO : Epoch 1763 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1393.81 ms [2022-04-24 02:08:15 main:574] : INFO : Epoch 1764 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1437.48 ms [2022-04-24 02:08:16 main:574] : INFO : Epoch 1765 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 1377.53 ms [2022-04-24 02:08:18 main:574] : INFO : Epoch 1766 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1377.96 ms [2022-04-24 02:08:19 main:574] : INFO : Epoch 1767 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1389.6 ms [2022-04-24 02:08:20 main:574] : INFO : Epoch 1768 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1403.27 ms [2022-04-24 02:08:22 main:574] : INFO : Epoch 1769 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 1395.99 ms [2022-04-24 02:08:23 main:574] : INFO : Epoch 1770 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 1427.09 ms [2022-04-24 02:08:25 main:574] : INFO : Epoch 1771 | loss: 0.0312423 | val_loss: 0.031242 | Time: 1403.74 ms [2022-04-24 02:08:26 main:574] : INFO : Epoch 1772 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 1379.76 ms [2022-04-24 02:08:27 main:574] : INFO : Epoch 1773 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 1379.02 ms [2022-04-24 02:08:29 main:574] : INFO : Epoch 1774 | loss: 0.0312396 | val_loss: 0.0312395 | Time: 1402.53 ms [2022-04-24 02:08:30 main:574] : INFO : Epoch 1775 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 1386.6 ms [2022-04-24 02:08:32 main:574] : INFO : Epoch 1776 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 1387.35 ms [2022-04-24 02:08:33 main:574] : INFO : Epoch 1777 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 1389 ms [2022-04-24 02:08:34 main:574] : INFO : Epoch 1778 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 1406.53 ms [2022-04-24 02:08:36 main:574] : INFO : Epoch 1779 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 1415.81 ms [2022-04-24 02:08:37 main:574] : INFO : Epoch 1780 | loss: 0.0312326 | val_loss: 0.0312316 | Time: 1405.73 ms [2022-04-24 02:08:39 main:574] : INFO : Epoch 1781 | loss: 0.0312309 | val_loss: 0.03123 | Time: 1378.33 ms [2022-04-24 02:08:40 main:574] : INFO : Epoch 1782 | loss: 0.0312293 | val_loss: 0.0312286 | Time: 1374.42 ms [2022-04-24 02:08:42 main:574] : INFO : Epoch 1783 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1419.54 ms [2022-04-24 02:08:43 main:574] : INFO : Epoch 1784 | loss: 0.0312261 | val_loss: 0.0312247 | Time: 1420.75 ms [2022-04-24 02:08:44 main:574] : INFO : Epoch 1785 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 1411.97 ms [2022-04-24 02:08:46 main:574] : INFO : Epoch 1786 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 1393.98 ms [2022-04-24 02:08:47 main:574] : INFO : Epoch 1787 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 1430.72 ms [2022-04-24 02:08:49 main:574] : INFO : Epoch 1788 | loss: 0.0312186 | val_loss: 0.0312169 | Time: 1422.54 ms [2022-04-24 02:08:50 main:574] : INFO : Epoch 1789 | loss: 0.0312163 | val_loss: 0.0312147 | Time: 1411.71 ms [2022-04-24 02:08:51 main:574] : INFO : Epoch 1790 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1372.49 ms [2022-04-24 02:08:53 main:574] : INFO : Epoch 1791 | loss: 0.031212 | val_loss: 0.0312107 | Time: 1418.09 ms [2022-04-24 02:08:54 main:574] : INFO : Epoch 1792 | loss: 0.03121 | val_loss: 0.0312085 | Time: 1386.97 ms [2022-04-24 02:08:56 main:574] : INFO : Epoch 1793 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 1407.21 ms [2022-04-24 02:08:57 main:574] : INFO : Epoch 1794 | loss: 0.0312058 | val_loss: 0.0312036 | Time: 1428.76 ms [2022-04-24 02:08:59 main:574] : INFO : Epoch 1795 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 1421.72 ms [2022-04-24 02:09:00 main:574] : INFO : Epoch 1796 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 1407.69 ms [2022-04-24 02:09:01 main:574] : INFO : Epoch 1797 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 1419.83 ms [2022-04-24 02:09:03 main:574] : INFO : Epoch 1798 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 1398.82 ms [2022-04-24 02:09:04 main:574] : INFO : Epoch 1799 | loss: 0.0311949 | val_loss: 0.0311939 | Time: 1414.07 ms [2022-04-24 02:09:06 main:574] : INFO : Epoch 1800 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 1411.9 ms [2022-04-24 02:09:07 main:574] : INFO : Epoch 1801 | loss: 0.0311922 | val_loss: 0.0311912 | Time: 1375.96 ms [2022-04-24 02:09:09 main:574] : INFO : Epoch 1802 | loss: 0.0311909 | val_loss: 0.0311904 | Time: 1403.36 ms [2022-04-24 02:09:10 main:574] : INFO : Epoch 1803 | loss: 0.0311899 | val_loss: 0.0311887 | Time: 1403.07 ms [2022-04-24 02:09:11 main:574] : INFO : Epoch 1804 | loss: 0.0311887 | val_loss: 0.031188 | Time: 1414.93 ms [2022-04-24 02:09:13 main:574] : INFO : Epoch 1805 | loss: 0.0311879 | val_loss: 0.0311874 | Time: 1410.92 ms [2022-04-24 02:09:14 main:574] : INFO : Epoch 1806 | loss: 0.0311871 | val_loss: 0.0311866 | Time: 1420.97 ms [2022-04-24 02:09:16 main:574] : INFO : Epoch 1807 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 1395.34 ms [2022-04-24 02:09:17 main:574] : INFO : Epoch 1808 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 1420.81 ms [2022-04-24 02:09:18 main:574] : INFO : Epoch 1809 | loss: 0.0311852 | val_loss: 0.0311851 | Time: 1413.42 ms [2022-04-24 02:09:20 main:574] : INFO : Epoch 1810 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1405.33 ms [2022-04-24 02:09:21 main:574] : INFO : Epoch 1811 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 1413.85 ms [2022-04-24 02:09:23 main:574] : INFO : Epoch 1812 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 1378.23 ms [2022-04-24 02:09:24 main:574] : INFO : Epoch 1813 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 1390.46 ms [2022-04-24 02:09:26 main:574] : INFO : Epoch 1814 | loss: 0.0311834 | val_loss: 0.031183 | Time: 1414.82 ms [2022-04-24 02:09:27 main:574] : INFO : Epoch 1815 | loss: 0.0311824 | val_loss: 0.031181 | Time: 1399.31 ms [2022-04-24 02:09:28 main:574] : INFO : Epoch 1816 | loss: 0.0311825 | val_loss: 0.0311808 | Time: 1395.19 ms [2022-04-24 02:09:30 main:574] : INFO : Epoch 1817 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 1447.55 ms [2022-04-24 02:09:31 main:574] : INFO : Epoch 1818 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 1401.72 ms [2022-04-24 02:09:33 main:574] : INFO : Epoch 1819 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1412.52 ms [2022-04-24 02:09:34 main:574] : INFO : Epoch 1820 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1377.13 ms [2022-04-24 02:09:35 main:574] : INFO : Epoch 1821 | loss: 0.0311804 | val_loss: 0.0311794 | Time: 1422.64 ms [2022-04-24 02:09:37 main:574] : INFO : Epoch 1822 | loss: 0.0311803 | val_loss: 0.031179 | Time: 1403.87 ms [2022-04-24 02:09:38 main:574] : INFO : Epoch 1823 | loss: 0.03118 | val_loss: 0.0311791 | Time: 1418.52 ms [2022-04-24 02:09:40 main:574] : INFO : Epoch 1824 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1394.3 ms [2022-04-24 02:09:41 main:574] : INFO : Epoch 1825 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1435.18 ms [2022-04-24 02:09:43 main:574] : INFO : Epoch 1826 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 1423.7 ms [2022-04-24 02:09:44 main:574] : INFO : Epoch 1827 | loss: 0.031179 | val_loss: 0.0311787 | Time: 1434.7 ms [2022-04-24 02:09:45 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1373.35 ms [2022-04-24 02:09:47 main:574] : INFO : Epoch 1829 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 1388.84 ms [2022-04-24 02:09:48 main:574] : INFO : Epoch 1830 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 1415.76 ms [2022-04-24 02:09:50 main:574] : INFO : Epoch 1831 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1413.51 ms [2022-04-24 02:09:51 main:574] : INFO : Epoch 1832 | loss: 0.031178 | val_loss: 0.0311789 | Time: 1427.56 ms [2022-04-24 02:09:53 main:574] : INFO : Epoch 1833 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1398.44 ms [2022-04-24 02:09:54 main:574] : INFO : Epoch 1834 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 1406.91 ms [2022-04-24 02:09:55 main:574] : INFO : Epoch 1835 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 1400.35 ms [2022-04-24 02:09:57 main:574] : INFO : Epoch 1836 | loss: 0.031178 | val_loss: 0.0311784 | Time: 1403.33 ms [2022-04-24 02:09:58 main:574] : INFO : Epoch 1837 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1401.42 ms [2022-04-24 02:10:00 main:574] : INFO : Epoch 1838 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 1406.21 ms [2022-04-24 02:10:01 main:574] : INFO : Epoch 1839 | loss: 0.0311799 | val_loss: 0.0311786 | Time: 1453 ms [2022-04-24 02:10:03 main:574] : INFO : Epoch 1840 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1420.88 ms [2022-04-24 02:10:04 main:574] : INFO : Epoch 1841 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 1376.23 ms [2022-04-24 02:10:05 main:574] : INFO : Epoch 1842 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 1434.15 ms [2022-04-24 02:10:07 main:574] : INFO : Epoch 1843 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 1428.29 ms [2022-04-24 02:10:08 main:574] : INFO : Epoch 1844 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1415.78 ms [2022-04-24 02:10:10 main:574] : INFO : Epoch 1845 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 1388.34 ms [2022-04-24 02:10:11 main:574] : INFO : Epoch 1846 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 1434.17 ms [2022-04-24 02:10:13 main:574] : INFO : Epoch 1847 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 1424.88 ms [2022-04-24 02:10:14 main:574] : INFO : Epoch 1848 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1416.34 ms [2022-04-24 02:10:15 main:574] : INFO : Epoch 1849 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1399.36 ms [2022-04-24 02:10:17 main:574] : INFO : Epoch 1850 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1439.75 ms [2022-04-24 02:10:18 main:574] : INFO : Epoch 1851 | loss: 0.0311769 | val_loss: 0.0311772 | Time: 1404.37 ms [2022-04-24 02:10:20 main:574] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 1388.64 ms [2022-04-24 02:10:21 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311767 | Time: 1424.78 ms [2022-04-24 02:10:22 main:574] : INFO : Epoch 1854 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 1406.36 ms [2022-04-24 02:10:24 main:574] : INFO : Epoch 1855 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 1394.44 ms [2022-04-24 02:10:25 main:574] : INFO : Epoch 1856 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1413.68 ms [2022-04-24 02:10:27 main:574] : INFO : Epoch 1857 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 1403.52 ms [2022-04-24 02:10:28 main:574] : INFO : Epoch 1858 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 1404.26 ms [2022-04-24 02:10:30 main:574] : INFO : Epoch 1859 | loss: 0.0311756 | val_loss: 0.031177 | Time: 1398.32 ms [2022-04-24 02:10:31 main:574] : INFO : Epoch 1860 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 1387.75 ms [2022-04-24 02:10:32 main:574] : INFO : Epoch 1861 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1406.28 ms [2022-04-24 02:10:34 main:574] : INFO : Epoch 1862 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1443.72 ms [2022-04-24 02:10:35 main:574] : INFO : Epoch 1863 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1396.63 ms [2022-04-24 02:10:37 main:574] : INFO : Epoch 1864 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1393.19 ms [2022-04-24 02:10:38 main:574] : INFO : Epoch 1865 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1381.6 ms [2022-04-24 02:10:39 main:574] : INFO : Epoch 1866 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1417.62 ms [2022-04-24 02:10:41 main:574] : INFO : Epoch 1867 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1452.48 ms [2022-04-24 02:10:42 main:574] : INFO : Epoch 1868 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1501.8 ms [2022-04-24 02:10:44 main:574] : INFO : Epoch 1869 | loss: 0.031177 | val_loss: 0.0311762 | Time: 1434.34 ms [2022-04-24 02:10:45 main:574] : INFO : Epoch 1870 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 1429.46 ms [2022-04-24 02:10:47 main:574] : INFO : Epoch 1871 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 1394.22 ms [2022-04-24 02:10:48 main:574] : INFO : Epoch 1872 | loss: 0.0311769 | val_loss: 0.0311757 | Time: 1398.98 ms [2022-04-24 02:10:50 main:574] : INFO : Epoch 1873 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1414.45 ms [2022-04-24 02:10:51 main:574] : INFO : Epoch 1874 | loss: 0.031175 | val_loss: 0.0311782 | Time: 1411.66 ms [2022-04-24 02:10:52 main:574] : INFO : Epoch 1875 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 1413.51 ms [2022-04-24 02:10:54 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.031176 | Time: 1414.76 ms [2022-04-24 02:10:55 main:574] : INFO : Epoch 1877 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1385.63 ms [2022-04-24 02:10:57 main:574] : INFO : Epoch 1878 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 1412.91 ms [2022-04-24 02:10:58 main:574] : INFO : Epoch 1879 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 1427.51 ms [2022-04-24 02:11:00 main:574] : INFO : Epoch 1880 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1405.77 ms [2022-04-24 02:11:01 main:574] : INFO : Epoch 1881 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 1393.56 ms [2022-04-24 02:11:02 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311752 | Time: 1413.6 ms [2022-04-24 02:11:04 main:574] : INFO : Epoch 1883 | loss: 0.031174 | val_loss: 0.0311767 | Time: 1404.7 ms [2022-04-24 02:11:05 main:574] : INFO : Epoch 1884 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 1398.75 ms [2022-04-24 02:11:07 main:574] : INFO : Epoch 1885 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 1432.54 ms [2022-04-24 02:11:08 main:574] : INFO : Epoch 1886 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1396.5 ms [2022-04-24 02:11:09 main:574] : INFO : Epoch 1887 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 1398.03 ms [2022-04-24 02:11:11 main:574] : INFO : Epoch 1888 | loss: 0.0311738 | val_loss: 0.031177 | Time: 1373.85 ms [2022-04-24 02:11:12 main:574] : INFO : Epoch 1889 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 1408.28 ms [2022-04-24 02:11:14 main:574] : INFO : Epoch 1890 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1420.88 ms [2022-04-24 02:11:15 main:574] : INFO : Epoch 1891 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1428.87 ms [2022-04-24 02:11:17 main:574] : INFO : Epoch 1892 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 1441.87 ms [2022-04-24 02:11:18 main:574] : INFO : Epoch 1893 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1405.65 ms [2022-04-24 02:11:19 main:574] : INFO : Epoch 1894 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1419.67 ms [2022-04-24 02:11:21 main:574] : INFO : Epoch 1895 | loss: 0.0311738 | val_loss: 0.0311738 | Time: 1403.92 ms [2022-04-24 02:11:22 main:574] : INFO : Epoch 1896 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 1404.4 ms [2022-04-24 02:11:24 main:574] : INFO : Epoch 1897 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 1396.33 ms [2022-04-24 02:11:25 main:574] : INFO : Epoch 1898 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 1416.18 ms [2022-04-24 02:11:26 main:574] : INFO : Epoch 1899 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 1355.75 ms [2022-04-24 02:11:28 main:574] : INFO : Epoch 1900 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1426.31 ms [2022-04-24 02:11:29 main:574] : INFO : Epoch 1901 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 1445.47 ms [2022-04-24 02:11:31 main:574] : INFO : Epoch 1902 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 1396.15 ms [2022-04-24 02:11:32 main:574] : INFO : Epoch 1903 | loss: 0.0311757 | val_loss: 0.0311738 | Time: 1372.81 ms [2022-04-24 02:11:34 main:574] : INFO : Epoch 1904 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 1415.28 ms [2022-04-24 02:11:35 main:574] : INFO : Epoch 1905 | loss: 0.0311723 | val_loss: 0.031174 | Time: 1389.98 ms [2022-04-24 02:11:36 main:574] : INFO : Epoch 1906 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1383.23 ms [2022-04-24 02:11:38 main:574] : INFO : Epoch 1907 | loss: 0.031172 | val_loss: 0.0311738 | Time: 1406.67 ms [2022-04-24 02:11:39 main:574] : INFO : Epoch 1908 | loss: 0.0311747 | val_loss: 0.0311723 | Time: 1391.5 ms [2022-04-24 02:11:41 main:574] : INFO : Epoch 1909 | loss: 0.0311778 | val_loss: 0.0311748 | Time: 1433.53 ms [2022-04-24 02:11:42 main:574] : INFO : Epoch 1910 | loss: 0.0311765 | val_loss: 0.0311741 | Time: 1431.68 ms [2022-04-24 02:11:43 main:574] : INFO : Epoch 1911 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 1421.34 ms [2022-04-24 02:11:45 main:574] : INFO : Epoch 1912 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1418.87 ms [2022-04-24 02:11:46 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 1394.23 ms [2022-04-24 02:11:48 main:574] : INFO : Epoch 1914 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 1379.08 ms [2022-04-24 02:11:49 main:574] : INFO : Epoch 1915 | loss: 0.0311753 | val_loss: 0.0311731 | Time: 1394.09 ms [2022-04-24 02:11:51 main:574] : INFO : Epoch 1916 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 1444.4 ms [2022-04-24 02:11:52 main:574] : INFO : Epoch 1917 | loss: 0.0311743 | val_loss: 0.0311773 | Time: 1401.51 ms [2022-04-24 02:11:53 main:574] : INFO : Epoch 1918 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 1395.22 ms [2022-04-24 02:11:55 main:574] : INFO : Epoch 1919 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 1373.87 ms [2022-04-24 02:11:56 main:574] : INFO : Epoch 1920 | loss: 0.0311736 | val_loss: 0.0311737 | Time: 1357.62 ms [2022-04-24 02:11:58 main:574] : INFO : Epoch 1921 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 1420.67 ms [2022-04-24 02:11:59 main:574] : INFO : Epoch 1922 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 1423.25 ms [2022-04-24 02:12:00 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1413.13 ms [2022-04-24 02:12:02 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.031181 | Time: 1391.27 ms [2022-04-24 02:12:03 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.0311747 | Time: 1408.62 ms [2022-04-24 02:12:05 main:574] : INFO : Epoch 1926 | loss: 0.0311745 | val_loss: 0.031176 | Time: 1380.22 ms [2022-04-24 02:12:06 main:574] : INFO : Epoch 1927 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 1432.25 ms [2022-04-24 02:12:07 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 1388.95 ms [2022-04-24 02:12:09 main:574] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1423.31 ms [2022-04-24 02:12:10 main:574] : INFO : Epoch 1930 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 1331.07 ms [2022-04-24 02:12:12 main:574] : INFO : Epoch 1931 | loss: 0.0311742 | val_loss: 0.031175 | Time: 1387.17 ms [2022-04-24 02:12:13 main:574] : INFO : Epoch 1932 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 1448.4 ms [2022-04-24 02:12:15 main:574] : INFO : Epoch 1933 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 1455.61 ms [2022-04-24 02:12:16 main:574] : INFO : Epoch 1934 | loss: 0.0311716 | val_loss: 0.0311744 | Time: 1391.29 ms [2022-04-24 02:12:17 main:574] : INFO : Epoch 1935 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1379.96 ms [2022-04-24 02:12:19 main:574] : INFO : Epoch 1936 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 1402.93 ms [2022-04-24 02:12:20 main:574] : INFO : Epoch 1937 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 1422.21 ms [2022-04-24 02:12:22 main:574] : INFO : Epoch 1938 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1418.44 ms [2022-04-24 02:12:23 main:574] : INFO : Epoch 1939 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 1421.04 ms [2022-04-24 02:12:25 main:574] : INFO : Epoch 1940 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1424.91 ms [2022-04-24 02:12:26 main:574] : INFO : Epoch 1941 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 1442.23 ms [2022-04-24 02:12:27 main:574] : INFO : Epoch 1942 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1434.05 ms [2022-04-24 02:12:29 main:574] : INFO : Epoch 1943 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 1398.5 ms [2022-04-24 02:12:30 main:574] : INFO : Epoch 1944 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 1422.82 ms [2022-04-24 02:12:32 main:574] : INFO : Epoch 1945 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1397.6 ms [2022-04-24 02:12:33 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 1435.59 ms [2022-04-24 02:12:35 main:574] : INFO : Epoch 1947 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1401.22 ms [2022-04-24 02:12:36 main:574] : INFO : Epoch 1948 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1383.9 ms [2022-04-24 02:12:37 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1390.04 ms [2022-04-24 02:12:39 main:574] : INFO : Epoch 1950 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1410.86 ms [2022-04-24 02:12:40 main:574] : INFO : Epoch 1951 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 1387.58 ms [2022-04-24 02:12:42 main:574] : INFO : Epoch 1952 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1442.36 ms [2022-04-24 02:12:43 main:574] : INFO : Epoch 1953 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 1450.97 ms [2022-04-24 02:12:44 main:574] : INFO : Epoch 1954 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 1399.56 ms [2022-04-24 02:12:46 main:574] : INFO : Epoch 1955 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 1378.45 ms [2022-04-24 02:12:47 main:574] : INFO : Epoch 1956 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 1373.11 ms [2022-04-24 02:12:49 main:574] : INFO : Epoch 1957 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 1411.3 ms [2022-04-24 02:12:50 main:574] : INFO : Epoch 1958 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 1370.55 ms [2022-04-24 02:12:51 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 1394.31 ms [2022-04-24 02:12:53 main:574] : INFO : Epoch 1960 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1425.21 ms [2022-04-24 02:12:54 main:574] : INFO : Epoch 1961 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1399.33 ms [2022-04-24 02:12:56 main:574] : INFO : Epoch 1962 | loss: 0.0311739 | val_loss: 0.0311733 | Time: 1392.04 ms [2022-04-24 02:12:57 main:574] : INFO : Epoch 1963 | loss: 0.031173 | val_loss: 0.0311733 | Time: 1436.06 ms [2022-04-24 02:12:59 main:574] : INFO : Epoch 1964 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 1401.82 ms [2022-04-24 02:13:00 main:574] : INFO : Epoch 1965 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1430.92 ms [2022-04-24 02:13:01 main:574] : INFO : Epoch 1966 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 1417.4 ms [2022-04-24 02:13:03 main:574] : INFO : Epoch 1967 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1399.87 ms [2022-04-24 02:13:04 main:574] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1450.98 ms [2022-04-24 02:13:06 main:574] : INFO : Epoch 1969 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 1423.23 ms [2022-04-24 02:13:07 main:574] : INFO : Epoch 1970 | loss: 0.031172 | val_loss: 0.0311761 | Time: 1360.64 ms [2022-04-24 02:13:08 main:574] : INFO : Epoch 1971 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 1409.38 ms [2022-04-24 02:13:10 main:574] : INFO : Epoch 1972 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 1391.95 ms [2022-04-24 02:13:11 main:574] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1394.15 ms [2022-04-24 02:13:13 main:574] : INFO : Epoch 1974 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 1419.87 ms [2022-04-24 02:13:14 main:574] : INFO : Epoch 1975 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 1417.91 ms [2022-04-24 02:13:16 main:574] : INFO : Epoch 1976 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 1397.83 ms [2022-04-24 02:13:17 main:574] : INFO : Epoch 1977 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 1411.15 ms [2022-04-24 02:13:18 main:574] : INFO : Epoch 1978 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 1430.36 ms [2022-04-24 02:13:20 main:574] : INFO : Epoch 1979 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 1423.14 ms [2022-04-24 02:13:21 main:574] : INFO : Epoch 1980 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1411.72 ms [2022-04-24 02:13:23 main:574] : INFO : Epoch 1981 | loss: 0.0311696 | val_loss: 0.031174 | Time: 1402.06 ms [2022-04-24 02:13:24 main:574] : INFO : Epoch 1982 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 1400.65 ms [2022-04-24 02:13:26 main:574] : INFO : Epoch 1983 | loss: 0.0311679 | val_loss: 0.0311774 | Time: 1416.74 ms [2022-04-24 02:13:27 main:574] : INFO : Epoch 1984 | loss: 0.031169 | val_loss: 0.031175 | Time: 1374.9 ms [2022-04-24 02:13:28 main:574] : INFO : Epoch 1985 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 1459.12 ms [2022-04-24 02:13:30 main:574] : INFO : Epoch 1986 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 1440.27 ms [2022-04-24 02:13:31 main:574] : INFO : Epoch 1987 | loss: 0.0311679 | val_loss: 0.0311762 | Time: 1415.28 ms [2022-04-24 02:13:33 main:574] : INFO : Epoch 1988 | loss: 0.0311704 | val_loss: 0.031177 | Time: 1415.98 ms [2022-04-24 02:13:34 main:574] : INFO : Epoch 1989 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 1412.2 ms [2022-04-24 02:13:36 main:574] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 1381.9 ms [2022-04-24 02:13:37 main:574] : INFO : Epoch 1991 | loss: 0.0311697 | val_loss: 0.0311766 | Time: 1400.62 ms [2022-04-24 02:13:38 main:574] : INFO : Epoch 1992 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1437.12 ms [2022-04-24 02:13:40 main:574] : INFO : Epoch 1993 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 1387.97 ms [2022-04-24 02:13:41 main:574] : INFO : Epoch 1994 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 1471.33 ms [2022-04-24 02:13:43 main:574] : INFO : Epoch 1995 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1435.22 ms [2022-04-24 02:13:44 main:574] : INFO : Epoch 1996 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 1426.64 ms [2022-04-24 02:13:46 main:574] : INFO : Epoch 1997 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 1429.06 ms [2022-04-24 02:13:47 main:574] : INFO : Epoch 1998 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1383.49 ms [2022-04-24 02:13:48 main:574] : INFO : Epoch 1999 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 1415.46 ms [2022-04-24 02:13:50 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 1386.82 ms [2022-04-24 02:13:51 main:574] : INFO : Epoch 2001 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1416.23 ms [2022-04-24 02:13:53 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1409.42 ms [2022-04-24 02:13:54 main:574] : INFO : Epoch 2003 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1427.03 ms [2022-04-24 02:13:56 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1354.7 ms [2022-04-24 02:13:57 main:574] : INFO : Epoch 2005 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 1432.49 ms [2022-04-24 02:13:58 main:574] : INFO : Epoch 2006 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1394.95 ms [2022-04-24 02:14:00 main:574] : INFO : Epoch 2007 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1440.95 ms [2022-04-24 02:14:01 main:574] : INFO : Epoch 2008 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 1423.61 ms [2022-04-24 02:14:03 main:574] : INFO : Epoch 2009 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 1388.48 ms [2022-04-24 02:14:04 main:574] : INFO : Epoch 2010 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 1391.46 ms [2022-04-24 02:14:05 main:574] : INFO : Epoch 2011 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 1413.16 ms [2022-04-24 02:14:07 main:574] : INFO : Epoch 2012 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 1419.97 ms [2022-04-24 02:14:08 main:574] : INFO : Epoch 2013 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 1429 ms [2022-04-24 02:14:10 main:574] : INFO : Epoch 2014 | loss: 0.0311651 | val_loss: 0.031173 | Time: 1412.89 ms [2022-04-24 02:14:11 main:574] : INFO : Epoch 2015 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1398.54 ms [2022-04-24 02:14:13 main:574] : INFO : Epoch 2016 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 1423.45 ms [2022-04-24 02:14:14 main:574] : INFO : Epoch 2017 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 1405.44 ms [2022-04-24 02:14:15 main:574] : INFO : Epoch 2018 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1394.04 ms [2022-04-24 02:14:17 main:574] : INFO : Epoch 2019 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 1409.68 ms [2022-04-24 02:14:18 main:574] : INFO : Epoch 2020 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 1368.58 ms [2022-04-24 02:14:20 main:574] : INFO : Epoch 2021 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 1421.93 ms [2022-04-24 02:14:21 main:574] : INFO : Epoch 2022 | loss: 0.0311626 | val_loss: 0.031173 | Time: 1392.87 ms [2022-04-24 02:14:23 main:574] : INFO : Epoch 2023 | loss: 0.0311625 | val_loss: 0.0311731 | Time: 1405.29 ms [2022-04-24 02:14:24 main:574] : INFO : Epoch 2024 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 1401.4 ms [2022-04-24 02:14:25 main:574] : INFO : Epoch 2025 | loss: 0.0311631 | val_loss: 0.031174 | Time: 1378.31 ms [2022-04-24 02:14:27 main:574] : INFO : Epoch 2026 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 1393.26 ms [2022-04-24 02:14:28 main:574] : INFO : Epoch 2027 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 1438.87 ms [2022-04-24 02:14:30 main:574] : INFO : Epoch 2028 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 1417.59 ms [2022-04-24 02:14:31 main:574] : INFO : Epoch 2029 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 1449.62 ms [2022-04-24 02:14:32 main:574] : INFO : Epoch 2030 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 1399.87 ms [2022-04-24 02:14:34 main:574] : INFO : Epoch 2031 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 1392.12 ms [2022-04-24 02:14:35 main:574] : INFO : Epoch 2032 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 1395.25 ms [2022-04-24 02:14:37 main:574] : INFO : Epoch 2033 | loss: 0.031162 | val_loss: 0.0311805 | Time: 1400.31 ms [2022-04-24 02:14:38 main:574] : INFO : Epoch 2034 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1408.32 ms [2022-04-24 02:14:40 main:574] : INFO : Epoch 2035 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 1429.57 ms [2022-04-24 02:14:41 main:574] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 1430.07 ms [2022-04-24 02:14:42 main:574] : INFO : Epoch 2037 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 1424.28 ms [2022-04-24 02:14:44 main:574] : INFO : Epoch 2038 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 1399.23 ms [2022-04-24 02:14:45 main:574] : INFO : Epoch 2039 | loss: 0.0311643 | val_loss: 0.0311838 | Time: 1423.23 ms [2022-04-24 02:14:47 main:574] : INFO : Epoch 2040 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 1406.42 ms [2022-04-24 02:14:48 main:574] : INFO : Epoch 2041 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 1429.3 ms [2022-04-24 02:14:50 main:574] : INFO : Epoch 2042 | loss: 0.031163 | val_loss: 0.0311769 | Time: 1426 ms [2022-04-24 02:14:51 main:574] : INFO : Epoch 2043 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 1446.17 ms [2022-04-24 02:14:52 main:574] : INFO : Epoch 2044 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1392.2 ms [2022-04-24 02:14:54 main:574] : INFO : Epoch 2045 | loss: 0.0311609 | val_loss: 0.0311728 | Time: 1408.24 ms [2022-04-24 02:14:55 main:574] : INFO : Epoch 2046 | loss: 0.0311617 | val_loss: 0.0311804 | Time: 1428.74 ms [2022-04-24 02:14:57 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 1407.36 ms [2022-04-24 02:14:58 main:574] : INFO : Epoch 2048 | loss: 0.0311604 | val_loss: 0.0311745 | Time: 1393.43 ms [2022-04-24 02:14:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311745 [2022-04-24 02:14:58 main:603] : INFO : Saving end state to config to file [2022-04-24 02:14:58 main:608] : INFO : Success, exiting.. 02:14:58 (69732): 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)