Task 14622514
| Name | ParityModified-1647048393-9321-3-0_0 |
| Workunit | 11639511 |
| Created | 17 Apr 2022, 0:25:15 UTC |
| Sent | 17 Apr 2022, 0:25:23 UTC |
| Report deadline | 25 Apr 2022, 0:25:23 UTC |
| Received | 23 Apr 2022, 20:21:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 26 sec |
| CPU time | 47 min 46 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> n:574] : INFO : Epoch 1542 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1408.96 ms [2022-04-24 06:09:43 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1435.79 ms [2022-04-24 06:09:44 main:574] : INFO : Epoch 1544 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 1428.29 ms [2022-04-24 06:09:45 main:574] : INFO : Epoch 1545 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1409.22 ms [2022-04-24 06:09:47 main:574] : INFO : Epoch 1546 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 1361.42 ms [2022-04-24 06:09:48 main:574] : INFO : Epoch 1547 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1454.72 ms [2022-04-24 06:09:50 main:574] : INFO : Epoch 1548 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 1470.97 ms [2022-04-24 06:09:51 main:574] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 1433.9 ms [2022-04-24 06:09:53 main:574] : INFO : Epoch 1550 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 1410.96 ms [2022-04-24 06:09:54 main:574] : INFO : Epoch 1551 | loss: 0.0311742 | val_loss: 0.031177 | Time: 1375.6 ms [2022-04-24 06:09:55 main:574] : INFO : Epoch 1552 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1395.68 ms [2022-04-24 06:09:57 main:574] : INFO : Epoch 1553 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1423.05 ms [2022-04-24 06:09:58 main:574] : INFO : Epoch 1554 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1404.92 ms [2022-04-24 06:10:00 main:574] : INFO : Epoch 1555 | loss: 0.031176 | val_loss: 0.0311788 | Time: 1492.56 ms [2022-04-24 06:10:01 main:574] : INFO : Epoch 1556 | loss: 0.031175 | val_loss: 0.0311803 | Time: 1462.11 ms [2022-04-24 06:10:03 main:574] : INFO : Epoch 1557 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 1390.94 ms [2022-04-24 06:10:04 main:574] : INFO : Epoch 1558 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1392.1 ms [2022-04-24 06:10:05 main:574] : INFO : Epoch 1559 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 1428.19 ms [2022-04-24 06:10:07 main:574] : INFO : Epoch 1560 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 1423.84 ms [2022-04-24 06:10:08 main:574] : INFO : Epoch 1561 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 1417.57 ms [2022-04-24 06:10:10 main:574] : INFO : Epoch 1562 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1390.5 ms [2022-04-24 06:10:11 main:574] : INFO : Epoch 1563 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1392.64 ms [2022-04-24 06:10:13 main:574] : INFO : Epoch 1564 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 1371.68 ms [2022-04-24 06:10:14 main:574] : INFO : Epoch 1565 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1389.74 ms [2022-04-24 06:10:15 main:574] : INFO : Epoch 1566 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 1438.06 ms [2022-04-24 06:10:17 main:574] : INFO : Epoch 1567 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1419.09 ms [2022-04-24 06:10:18 main:574] : INFO : Epoch 1568 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 1406.85 ms [2022-04-24 06:10:20 main:574] : INFO : Epoch 1569 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 1438.18 ms [2022-04-24 06:10:21 main:574] : INFO : Epoch 1570 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 1420.62 ms [2022-04-24 06:10:23 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 1405.88 ms [2022-04-24 06:10:24 main:574] : INFO : Epoch 1572 | loss: 0.031175 | val_loss: 0.0311786 | Time: 1402.4 ms [2022-04-24 06:10:25 main:574] : INFO : Epoch 1573 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 1387.37 ms [2022-04-24 06:10:27 main:574] : INFO : Epoch 1574 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1393.5 ms [2022-04-24 06:10:28 main:574] : INFO : Epoch 1575 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 1377.84 ms [2022-04-24 06:10:30 main:574] : INFO : Epoch 1576 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 1365.84 ms [2022-04-24 06:10:31 main:574] : INFO : Epoch 1577 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1447.21 ms [2022-04-24 06:10:32 main:574] : INFO : Epoch 1578 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 1441.47 ms [2022-04-24 06:10:34 main:574] : INFO : Epoch 1579 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 1451.34 ms [2022-04-24 06:10:35 main:574] : INFO : Epoch 1580 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 1426.69 ms [2022-04-24 06:10:37 main:574] : INFO : Epoch 1581 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 1410.75 ms [2022-04-24 06:10:38 main:574] : INFO : Epoch 1582 | loss: 0.031173 | val_loss: 0.0311782 | Time: 1378.39 ms [2022-04-24 06:10:40 main:574] : INFO : Epoch 1583 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 1394.82 ms [2022-04-24 06:10:41 main:574] : INFO : Epoch 1584 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1405.56 ms [2022-04-24 06:10:42 main:574] : INFO : Epoch 1585 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1395.22 ms [2022-04-24 06:10:44 main:574] : INFO : Epoch 1586 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 1427.65 ms [2022-04-24 06:10:45 main:574] : INFO : Epoch 1587 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 1437.01 ms [2022-04-24 06:10:47 main:574] : INFO : Epoch 1588 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 1424.22 ms [2022-04-24 06:10:48 main:574] : INFO : Epoch 1589 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 1418.08 ms [2022-04-24 06:10:50 main:574] : INFO : Epoch 1590 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1417.51 ms [2022-04-24 06:10:51 main:574] : INFO : Epoch 1591 | loss: 0.031171 | val_loss: 0.0311779 | Time: 1373.42 ms [2022-04-24 06:10:52 main:574] : INFO : Epoch 1592 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1426.11 ms [2022-04-24 06:10:54 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 1394.7 ms [2022-04-24 06:10:55 main:574] : INFO : Epoch 1594 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 1386.95 ms [2022-04-24 06:10:57 main:574] : INFO : Epoch 1595 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 1375.06 ms [2022-04-24 06:10:58 main:574] : INFO : Epoch 1596 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1381.95 ms [2022-04-24 06:10:59 main:574] : INFO : Epoch 1597 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1441.49 ms [2022-04-24 06:11:01 main:574] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1426.1 ms [2022-04-24 06:11:02 main:574] : INFO : Epoch 1599 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1384.09 ms [2022-04-24 06:11:04 main:574] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1409.77 ms [2022-04-24 06:11:05 main:574] : INFO : Epoch 1601 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1379.61 ms [2022-04-24 06:11:06 main:574] : INFO : Epoch 1602 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1401.28 ms [2022-04-24 06:11:08 main:574] : INFO : Epoch 1603 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 1387.91 ms [2022-04-24 06:11:09 main:574] : INFO : Epoch 1604 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1387.86 ms [2022-04-24 06:11:11 main:574] : INFO : Epoch 1605 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 1378.26 ms [2022-04-24 06:11:12 main:574] : INFO : Epoch 1606 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1400.22 ms [2022-04-24 06:11:13 main:574] : INFO : Epoch 1607 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 1342.51 ms [2022-04-24 06:11:15 main:574] : INFO : Epoch 1608 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 1380.46 ms [2022-04-24 06:11:16 main:574] : INFO : Epoch 1609 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 1405.29 ms [2022-04-24 06:11:18 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 1415.87 ms [2022-04-24 06:11:19 main:574] : INFO : Epoch 1611 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 1411.42 ms [2022-04-24 06:11:20 main:574] : INFO : Epoch 1612 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1364.93 ms [2022-04-24 06:11:22 main:574] : INFO : Epoch 1613 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 1398.97 ms [2022-04-24 06:11:23 main:574] : INFO : Epoch 1614 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1400.43 ms [2022-04-24 06:11:25 main:574] : INFO : Epoch 1615 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 1371.96 ms [2022-04-24 06:11:26 main:574] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1394.32 ms [2022-04-24 06:11:27 main:574] : INFO : Epoch 1617 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1402.64 ms [2022-04-24 06:11:29 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311782 | Time: 1430.3 ms [2022-04-24 06:11:30 main:574] : INFO : Epoch 1619 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 1381.5 ms [2022-04-24 06:11:32 main:574] : INFO : Epoch 1620 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1438.42 ms [2022-04-24 06:11:33 main:574] : INFO : Epoch 1621 | loss: 0.03117 | val_loss: 0.0311777 | Time: 1392.14 ms [2022-04-24 06:11:35 main:574] : INFO : Epoch 1622 | loss: 0.03117 | val_loss: 0.0311799 | Time: 1362.97 ms [2022-04-24 06:11:36 main:574] : INFO : Epoch 1623 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 1392.64 ms [2022-04-24 06:11:37 main:574] : INFO : Epoch 1624 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1401.87 ms [2022-04-24 06:11:39 main:574] : INFO : Epoch 1625 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 1387.27 ms [2022-04-24 06:11:40 main:574] : INFO : Epoch 1626 | loss: 0.0311704 | val_loss: 0.031176 | Time: 1391.67 ms [2022-04-24 06:11:42 main:574] : INFO : Epoch 1627 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 1387.13 ms [2022-04-24 06:11:43 main:574] : INFO : Epoch 1628 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 1411.61 ms [2022-04-24 06:11:44 main:574] : INFO : Epoch 1629 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 1435.18 ms [2022-04-24 06:11:46 main:574] : INFO : Epoch 1630 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1382.94 ms [2022-04-24 06:11:47 main:574] : INFO : Epoch 1631 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 1415.59 ms [2022-04-24 06:11:49 main:574] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 1380.96 ms [2022-04-24 06:11:50 main:574] : INFO : Epoch 1633 | loss: 0.031171 | val_loss: 0.031177 | Time: 1389.12 ms [2022-04-24 06:11:51 main:574] : INFO : Epoch 1634 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 1411.94 ms [2022-04-24 06:11:53 main:574] : INFO : Epoch 1635 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 1382.93 ms [2022-04-24 06:11:54 main:574] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.0311756 | Time: 1393.95 ms [2022-04-24 06:11:56 main:574] : INFO : Epoch 1637 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 1402.74 ms [2022-04-24 06:11:57 main:574] : INFO : Epoch 1638 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 1394.93 ms [2022-04-24 06:11:58 main:574] : INFO : Epoch 1639 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 1372.63 ms [2022-04-24 06:12:00 main:574] : INFO : Epoch 1640 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 1394.68 ms [2022-04-24 06:12:01 main:574] : INFO : Epoch 1641 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 1353.67 ms [2022-04-24 06:12:03 main:574] : INFO : Epoch 1642 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 1366.56 ms [2022-04-24 06:12:04 main:574] : INFO : Epoch 1643 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1391.93 ms [2022-04-24 06:12:05 main:574] : INFO : Epoch 1644 | loss: 0.0311708 | val_loss: 0.031175 | Time: 1399.31 ms [2022-04-24 06:12:07 main:574] : INFO : Epoch 1645 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1386.67 ms [2022-04-24 06:12:08 main:574] : INFO : Epoch 1646 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1399.65 ms [2022-04-24 06:12:10 main:574] : INFO : Epoch 1647 | loss: 0.031171 | val_loss: 0.0311783 | Time: 1413.13 ms [2022-04-24 06:12:11 main:574] : INFO : Epoch 1648 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1384.22 ms [2022-04-24 06:12:12 main:574] : INFO : Epoch 1649 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 1399.48 ms [2022-04-24 06:12:14 main:574] : INFO : Epoch 1650 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1394.59 ms [2022-04-24 06:12:15 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 1380.59 ms [2022-04-24 06:12:17 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1395.85 ms [2022-04-24 06:12:18 main:574] : INFO : Epoch 1653 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1395.16 ms [2022-04-24 06:12:19 main:574] : INFO : Epoch 1654 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1398.38 ms [2022-04-24 06:12:21 main:574] : INFO : Epoch 1655 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1408.25 ms [2022-04-24 06:12:22 main:574] : INFO : Epoch 1656 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 1386.86 ms [2022-04-24 06:12:24 main:574] : INFO : Epoch 1657 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 1406.46 ms [2022-04-24 06:12:25 main:574] : INFO : Epoch 1658 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 1411.04 ms [2022-04-24 06:12:27 main:574] : INFO : Epoch 1659 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1422.8 ms [2022-04-24 06:12:28 main:574] : INFO : Epoch 1660 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1423.28 ms [2022-04-24 06:12:29 main:574] : INFO : Epoch 1661 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 1400.27 ms [2022-04-24 06:12:31 main:574] : INFO : Epoch 1662 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1390.31 ms [2022-04-24 06:12:32 main:574] : INFO : Epoch 1663 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 1420.52 ms [2022-04-24 06:12:34 main:574] : INFO : Epoch 1664 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1388.83 ms [2022-04-24 06:12:35 main:574] : INFO : Epoch 1665 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 1377.25 ms [2022-04-24 06:12:36 main:574] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 1410.57 ms [2022-04-24 06:12:38 main:574] : INFO : Epoch 1667 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 1397.4 ms [2022-04-24 06:12:39 main:574] : INFO : Epoch 1668 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 1384.44 ms [2022-04-24 06:12:41 main:574] : INFO : Epoch 1669 | loss: 0.031168 | val_loss: 0.0311743 | Time: 1413.1 ms [2022-04-24 06:12:42 main:574] : INFO : Epoch 1670 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1409.25 ms [2022-04-24 06:12:44 main:574] : INFO : Epoch 1671 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 1461.87 ms [2022-04-24 06:12:45 main:574] : INFO : Epoch 1672 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 1404.57 ms [2022-04-24 06:12:46 main:574] : INFO : Epoch 1673 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1396.3 ms [2022-04-24 06:12:48 main:574] : INFO : Epoch 1674 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 1418.31 ms [2022-04-24 06:12:49 main:574] : INFO : Epoch 1675 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1389.39 ms [2022-04-24 06:12:51 main:574] : INFO : Epoch 1676 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 1394.92 ms [2022-04-24 06:12:52 main:574] : INFO : Epoch 1677 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 1392.06 ms [2022-04-24 06:12:53 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 1417.17 ms [2022-04-24 06:12:55 main:574] : INFO : Epoch 1679 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 1358.25 ms [2022-04-24 06:12:56 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 1406.04 ms [2022-04-24 06:12:58 main:574] : INFO : Epoch 1681 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1376.76 ms [2022-04-24 06:12:59 main:574] : INFO : Epoch 1682 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 1375.31 ms [2022-04-24 06:13:00 main:574] : INFO : Epoch 1683 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1395.48 ms [2022-04-24 06:13:02 main:574] : INFO : Epoch 1684 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1402.07 ms [2022-04-24 06:13:03 main:574] : INFO : Epoch 1685 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1386.68 ms [2022-04-24 06:13:05 main:574] : INFO : Epoch 1686 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1396.37 ms [2022-04-24 06:13:06 main:574] : INFO : Epoch 1687 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 1419.55 ms [2022-04-24 06:13:08 main:574] : INFO : Epoch 1688 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 1435.5 ms [2022-04-24 06:13:09 main:574] : INFO : Epoch 1689 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 1412.18 ms [2022-04-24 06:13:10 main:574] : INFO : Epoch 1690 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1346.94 ms [2022-04-24 06:13:12 main:574] : INFO : Epoch 1691 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1406.79 ms [2022-04-24 06:13:13 main:574] : INFO : Epoch 1692 | loss: 0.0311665 | val_loss: 0.031175 | Time: 1401.37 ms [2022-04-24 06:13:15 main:574] : INFO : Epoch 1693 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 1376.76 ms [2022-04-24 06:13:16 main:574] : INFO : Epoch 1694 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 1397.68 ms [2022-04-24 06:13:17 main:574] : INFO : Epoch 1695 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1371.7 ms [2022-04-24 06:13:19 main:574] : INFO : Epoch 1696 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 1394.29 ms [2022-04-24 06:13:20 main:574] : INFO : Epoch 1697 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 1419.14 ms [2022-04-24 06:13:22 main:574] : INFO : Epoch 1698 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1441.99 ms [2022-04-24 06:13:23 main:574] : INFO : Epoch 1699 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 1373.64 ms [2022-04-24 06:13:24 main:574] : INFO : Epoch 1700 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1426.68 ms [2022-04-24 06:13:26 main:574] : INFO : Epoch 1701 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1383.82 ms [2022-04-24 06:13:27 main:574] : INFO : Epoch 1702 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1371.91 ms [2022-04-24 06:13:29 main:574] : INFO : Epoch 1703 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1414.43 ms [2022-04-24 06:13:30 main:574] : INFO : Epoch 1704 | loss: 0.0311665 | val_loss: 0.031175 | Time: 1433.62 ms [2022-04-24 06:13:32 main:574] : INFO : Epoch 1705 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1426.03 ms [2022-04-24 06:13:33 main:574] : INFO : Epoch 1706 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 1405.5 ms [2022-04-24 06:13:34 main:574] : INFO : Epoch 1707 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1432.76 ms [2022-04-24 06:13:36 main:574] : INFO : Epoch 1708 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1408.22 ms [2022-04-24 06:13:37 main:574] : INFO : Epoch 1709 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1377.75 ms [2022-04-24 06:13:39 main:574] : INFO : Epoch 1710 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 1381.01 ms [2022-04-24 06:13:40 main:574] : INFO : Epoch 1711 | loss: 0.031166 | val_loss: 0.0311795 | Time: 1406.23 ms [2022-04-24 06:13:41 main:574] : INFO : Epoch 1712 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 1391.07 ms [2022-04-24 06:13:43 main:574] : INFO : Epoch 1713 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1418 ms [2022-04-24 06:13:44 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 1498.24 ms [2022-04-24 06:13:46 main:574] : INFO : Epoch 1715 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 1408.64 ms [2022-04-24 06:13:47 main:574] : INFO : Epoch 1716 | loss: 0.0311685 | val_loss: 0.031175 | Time: 1363.91 ms [2022-04-24 06:13:49 main:574] : INFO : Epoch 1717 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 1408.75 ms [2022-04-24 06:13:50 main:574] : INFO : Epoch 1718 | loss: 0.031169 | val_loss: 0.0311765 | Time: 1407.11 ms [2022-04-24 06:13:51 main:574] : INFO : Epoch 1719 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1411.45 ms [2022-04-24 06:13:53 main:574] : INFO : Epoch 1720 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1430.41 ms [2022-04-24 06:13:54 main:574] : INFO : Epoch 1721 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 1395.48 ms [2022-04-24 06:13:56 main:574] : INFO : Epoch 1722 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 1409.45 ms [2022-04-24 06:13:57 main:574] : INFO : Epoch 1723 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 1398.87 ms [2022-04-24 06:13:59 main:574] : INFO : Epoch 1724 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 1381.91 ms [2022-04-24 06:14:00 main:574] : INFO : Epoch 1725 | loss: 0.0311653 | val_loss: 0.0311748 | Time: 1441.77 ms [2022-04-24 06:14:01 main:574] : INFO : Epoch 1726 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 1388.61 ms [2022-04-24 06:14:03 main:574] : INFO : Epoch 1727 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 1373.79 ms [2022-04-24 06:14:04 main:574] : INFO : Epoch 1728 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1404.64 ms [2022-04-24 06:14:06 main:574] : INFO : Epoch 1729 | loss: 0.0311665 | val_loss: 0.031177 | Time: 1399.12 ms [2022-04-24 06:14:07 main:574] : INFO : Epoch 1730 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 1381.14 ms [2022-04-24 06:14:08 main:574] : INFO : Epoch 1731 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1388.79 ms [2022-04-24 06:14:10 main:574] : INFO : Epoch 1732 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 1378.45 ms [2022-04-24 06:14:11 main:574] : INFO : Epoch 1733 | loss: 0.0311647 | val_loss: 0.031176 | Time: 1411.95 ms [2022-04-24 06:14:13 main:574] : INFO : Epoch 1734 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1386.07 ms [2022-04-24 06:14:14 main:574] : INFO : Epoch 1735 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 1433.33 ms [2022-04-24 06:14:15 main:574] : INFO : Epoch 1736 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1414.04 ms [2022-04-24 06:14:17 main:574] : INFO : Epoch 1737 | loss: 0.0311651 | val_loss: 0.031174 | Time: 1409.42 ms [2022-04-24 06:14:18 main:574] : INFO : Epoch 1738 | loss: 0.0311665 | val_loss: 0.0311751 | Time: 1390.2 ms [2022-04-24 06:14:20 main:574] : INFO : Epoch 1739 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1422.06 ms [2022-04-24 06:14:21 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 1384.38 ms [2022-04-24 06:14:23 main:574] : INFO : Epoch 1741 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 1427.46 ms [2022-04-24 06:14:24 main:574] : INFO : Epoch 1742 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1411.78 ms [2022-04-24 06:14:25 main:574] : INFO : Epoch 1743 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 1404.6 ms [2022-04-24 06:14:27 main:574] : INFO : Epoch 1744 | loss: 0.0311663 | val_loss: 0.0311781 | Time: 1375.19 ms [2022-04-24 06:14:28 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 1399.6 ms [2022-04-24 06:14:30 main:574] : INFO : Epoch 1746 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1389 ms [2022-04-24 06:14:31 main:574] : INFO : Epoch 1747 | loss: 0.0311675 | val_loss: 0.0311791 | Time: 1453.96 ms [2022-04-24 06:14:32 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 1365.66 ms [2022-04-24 06:14:34 main:574] : INFO : Epoch 1749 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1386.49 ms [2022-04-24 06:14:35 main:574] : INFO : Epoch 1750 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 1361.56 ms [2022-04-24 06:14:37 main:574] : INFO : Epoch 1751 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 1396.28 ms [2022-04-24 06:14:38 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 1393.69 ms [2022-04-24 06:14:39 main:574] : INFO : Epoch 1753 | loss: 0.0311644 | val_loss: 0.031174 | Time: 1391.82 ms [2022-04-24 06:14:41 main:574] : INFO : Epoch 1754 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1419.83 ms [2022-04-24 06:14:42 main:574] : INFO : Epoch 1755 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1402.29 ms [2022-04-24 06:14:44 main:574] : INFO : Epoch 1756 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 1419.5 ms [2022-04-24 06:14:45 main:574] : INFO : Epoch 1757 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 1385.32 ms [2022-04-24 06:14:47 main:574] : INFO : Epoch 1758 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1406.54 ms [2022-04-24 06:14:48 main:574] : INFO : Epoch 1759 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1408.78 ms [2022-04-24 06:14:49 main:574] : INFO : Epoch 1760 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 1367.28 ms [2022-04-24 06:14:51 main:574] : INFO : Epoch 1761 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 1435.03 ms [2022-04-24 06:14:52 main:574] : INFO : Epoch 1762 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1414.05 ms [2022-04-24 06:14:54 main:574] : INFO : Epoch 1763 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 1404.85 ms [2022-04-24 06:14:55 main:574] : INFO : Epoch 1764 | loss: 0.0311696 | val_loss: 0.031177 | Time: 1402.63 ms [2022-04-24 06:14:56 main:574] : INFO : Epoch 1765 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 1406.68 ms [2022-04-24 06:14:58 main:574] : INFO : Epoch 1766 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 1423.93 ms [2022-04-24 06:14:59 main:574] : INFO : Epoch 1767 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 1399.48 ms [2022-04-24 06:15:01 main:574] : INFO : Epoch 1768 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 1422.07 ms [2022-04-24 06:15:02 main:574] : INFO : Epoch 1769 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1386.03 ms [2022-04-24 06:15:03 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1409.72 ms [2022-04-24 06:15:05 main:574] : INFO : Epoch 1771 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1374.81 ms [2022-04-24 06:15:06 main:574] : INFO : Epoch 1772 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 1387.7 ms [2022-04-24 06:15:08 main:574] : INFO : Epoch 1773 | loss: 0.0311664 | val_loss: 0.031187 | Time: 1391.35 ms [2022-04-24 06:15:09 main:574] : INFO : Epoch 1774 | loss: 0.031167 | val_loss: 0.0311756 | Time: 1410.14 ms [2022-04-24 06:15:10 main:574] : INFO : Epoch 1775 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1401.84 ms [2022-04-24 06:15:12 main:574] : INFO : Epoch 1776 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1398.04 ms [2022-04-24 06:15:13 main:574] : INFO : Epoch 1777 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 1391.14 ms [2022-04-24 06:15:15 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 1402.84 ms [2022-04-24 06:15:16 main:574] : INFO : Epoch 1779 | loss: 0.031166 | val_loss: 0.0311765 | Time: 1402.35 ms [2022-04-24 06:15:18 main:574] : INFO : Epoch 1780 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 1405.42 ms [2022-04-24 06:15:19 main:574] : INFO : Epoch 1781 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 1374.97 ms [2022-04-24 06:15:20 main:574] : INFO : Epoch 1782 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 1398.55 ms [2022-04-24 06:15:22 main:574] : INFO : Epoch 1783 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 1414.93 ms [2022-04-24 06:15:23 main:574] : INFO : Epoch 1784 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1399.34 ms [2022-04-24 06:15:25 main:574] : INFO : Epoch 1785 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 1371.37 ms [2022-04-24 06:15:26 main:574] : INFO : Epoch 1786 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 1387.3 ms [2022-04-24 06:15:27 main:574] : INFO : Epoch 1787 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 1374.46 ms [2022-04-24 06:15:29 main:574] : INFO : Epoch 1788 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1384.99 ms [2022-04-24 06:15:30 main:574] : INFO : Epoch 1789 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 1428.99 ms [2022-04-24 06:15:32 main:574] : INFO : Epoch 1790 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 1434.81 ms [2022-04-24 06:15:33 main:574] : INFO : Epoch 1791 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 1411.77 ms [2022-04-24 06:15:34 main:574] : INFO : Epoch 1792 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1400.43 ms [2022-04-24 06:15:36 main:574] : INFO : Epoch 1793 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 1393.9 ms [2022-04-24 06:15:37 main:574] : INFO : Epoch 1794 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1403.82 ms [2022-04-24 06:15:39 main:574] : INFO : Epoch 1795 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 1404.13 ms [2022-04-24 06:15:40 main:574] : INFO : Epoch 1796 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1388.99 ms [2022-04-24 06:15:42 main:574] : INFO : Epoch 1797 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1426.16 ms [2022-04-24 06:15:43 main:574] : INFO : Epoch 1798 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1393.54 ms [2022-04-24 06:15:44 main:574] : INFO : Epoch 1799 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 1453.6 ms [2022-04-24 06:15:46 main:574] : INFO : Epoch 1800 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 1386.53 ms [2022-04-24 06:15:47 main:574] : INFO : Epoch 1801 | loss: 0.0311782 | val_loss: 0.031188 | Time: 1400 ms [2022-04-24 06:15:49 main:574] : INFO : Epoch 1802 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 1414.88 ms [2022-04-24 06:15:50 main:574] : INFO : Epoch 1803 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1400.64 ms [2022-04-24 06:15:51 main:574] : INFO : Epoch 1804 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1371.54 ms [2022-04-24 06:15:53 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1404.12 ms [2022-04-24 06:15:54 main:574] : INFO : Epoch 1806 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1367.88 ms [2022-04-24 06:15:56 main:574] : INFO : Epoch 1807 | loss: 0.0311705 | val_loss: 0.031177 | Time: 1404.2 ms [2022-04-24 06:15:57 main:574] : INFO : Epoch 1808 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 1380.89 ms [2022-04-24 06:15:58 main:574] : INFO : Epoch 1809 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1384.3 ms [2022-04-24 06:16:00 main:574] : INFO : Epoch 1810 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 1410.05 ms [2022-04-24 06:16:01 main:574] : INFO : Epoch 1811 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 1405.43 ms [2022-04-24 06:16:03 main:574] : INFO : Epoch 1812 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 1395.94 ms [2022-04-24 06:16:04 main:574] : INFO : Epoch 1813 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 1368.36 ms [2022-04-24 06:16:05 main:574] : INFO : Epoch 1814 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 1396.49 ms [2022-04-24 06:16:07 main:574] : INFO : Epoch 1815 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 1377.98 ms [2022-04-24 06:16:08 main:574] : INFO : Epoch 1816 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1381.94 ms [2022-04-24 06:16:10 main:574] : INFO : Epoch 1817 | loss: 0.0311714 | val_loss: 0.031184 | Time: 1414.4 ms [2022-04-24 06:16:11 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 1396.18 ms [2022-04-24 06:16:13 main:574] : INFO : Epoch 1819 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 1396.88 ms [2022-04-24 06:16:14 main:574] : INFO : Epoch 1820 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 1382.39 ms [2022-04-24 06:16:15 main:574] : INFO : Epoch 1821 | loss: 0.0311692 | val_loss: 0.031179 | Time: 1361.25 ms [2022-04-24 06:16:17 main:574] : INFO : Epoch 1822 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1366.17 ms [2022-04-24 06:16:18 main:574] : INFO : Epoch 1823 | loss: 0.0311694 | val_loss: 0.0311805 | Time: 1373.91 ms [2022-04-24 06:16:19 main:574] : INFO : Epoch 1824 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 1371.88 ms [2022-04-24 06:16:21 main:574] : INFO : Epoch 1825 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 1405.29 ms [2022-04-24 06:16:22 main:574] : INFO : Epoch 1826 | loss: 0.0311688 | val_loss: 0.0311841 | Time: 1397.97 ms [2022-04-24 06:16:24 main:574] : INFO : Epoch 1827 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 1388.4 ms [2022-04-24 06:16:25 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1396.64 ms [2022-04-24 06:16:26 main:574] : INFO : Epoch 1829 | loss: 0.0311707 | val_loss: 0.0311832 | Time: 1374.88 ms [2022-04-24 06:16:28 main:574] : INFO : Epoch 1830 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 1416.29 ms [2022-04-24 06:16:29 main:574] : INFO : Epoch 1831 | loss: 0.0311675 | val_loss: 0.0311826 | Time: 1401.03 ms [2022-04-24 06:16:31 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 1373.78 ms [2022-04-24 06:16:32 main:574] : INFO : Epoch 1833 | loss: 0.0311681 | val_loss: 0.0311851 | Time: 1445.88 ms [2022-04-24 06:16:34 main:574] : INFO : Epoch 1834 | loss: 0.0311692 | val_loss: 0.0311836 | Time: 1449.36 ms [2022-04-24 06:16:35 main:574] : INFO : Epoch 1835 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 1384.87 ms [2022-04-24 06:16:36 main:574] : INFO : Epoch 1836 | loss: 0.031168 | val_loss: 0.0311784 | Time: 1412.02 ms [2022-04-24 06:16:38 main:574] : INFO : Epoch 1837 | loss: 0.031169 | val_loss: 0.0311834 | Time: 1386.31 ms [2022-04-24 06:16:39 main:574] : INFO : Epoch 1838 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 1396.49 ms [2022-04-24 06:16:41 main:574] : INFO : Epoch 1839 | loss: 0.0311691 | val_loss: 0.031182 | Time: 1377.37 ms [2022-04-24 06:16:42 main:574] : INFO : Epoch 1840 | loss: 0.031168 | val_loss: 0.0311798 | Time: 1396.15 ms [2022-04-24 06:16:43 main:574] : INFO : Epoch 1841 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 1436.43 ms [2022-04-24 06:16:45 main:574] : INFO : Epoch 1842 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 1393.09 ms [2022-04-24 06:16:46 main:574] : INFO : Epoch 1843 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1417.2 ms [2022-04-24 06:16:48 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 1430.07 ms [2022-04-24 06:16:49 main:574] : INFO : Epoch 1845 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 1405.7 ms [2022-04-24 06:16:51 main:574] : INFO : Epoch 1846 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 1424.27 ms [2022-04-24 06:16:52 main:574] : INFO : Epoch 1847 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 1427.92 ms [2022-04-24 06:16:53 main:574] : INFO : Epoch 1848 | loss: 0.0311663 | val_loss: 0.0311806 | Time: 1390.39 ms [2022-04-24 06:16:55 main:574] : INFO : Epoch 1849 | loss: 0.0311677 | val_loss: 0.0311827 | Time: 1403.13 ms [2022-04-24 06:16:56 main:574] : INFO : Epoch 1850 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 1443.26 ms [2022-04-24 06:16:58 main:574] : INFO : Epoch 1851 | loss: 0.0311648 | val_loss: 0.03118 | Time: 1392.12 ms [2022-04-24 06:16:59 main:574] : INFO : Epoch 1852 | loss: 0.0311672 | val_loss: 0.031184 | Time: 1382.49 ms [2022-04-24 06:17:01 main:574] : INFO : Epoch 1853 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 1409.72 ms [2022-04-24 06:17:02 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311818 | Time: 1448.65 ms [2022-04-24 06:17:03 main:574] : INFO : Epoch 1855 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 1365.19 ms [2022-04-24 06:17:05 main:574] : INFO : Epoch 1856 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 1394.26 ms [2022-04-24 06:17:06 main:574] : INFO : Epoch 1857 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1388.73 ms [2022-04-24 06:17:08 main:574] : INFO : Epoch 1858 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 1402.31 ms [2022-04-24 06:17:09 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311814 | Time: 1405.19 ms [2022-04-24 06:17:10 main:574] : INFO : Epoch 1860 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 1417.71 ms [2022-04-24 06:17:12 main:574] : INFO : Epoch 1861 | loss: 0.0311676 | val_loss: 0.0311839 | Time: 1400.1 ms [2022-04-24 06:17:13 main:574] : INFO : Epoch 1862 | loss: 0.0311686 | val_loss: 0.0311855 | Time: 1423.12 ms [2022-04-24 06:17:15 main:574] : INFO : Epoch 1863 | loss: 0.031166 | val_loss: 0.0311852 | Time: 1356.28 ms [2022-04-24 06:17:16 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 1414.84 ms [2022-04-24 06:17:17 main:574] : INFO : Epoch 1865 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 1365.85 ms [2022-04-24 06:17:19 main:574] : INFO : Epoch 1866 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 1389.31 ms [2022-04-24 06:17:20 main:574] : INFO : Epoch 1867 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1408.59 ms [2022-04-24 06:17:22 main:574] : INFO : Epoch 1868 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 1375.14 ms [2022-04-24 06:17:23 main:574] : INFO : Epoch 1869 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1412.23 ms [2022-04-24 06:17:24 main:574] : INFO : Epoch 1870 | loss: 0.0311653 | val_loss: 0.031177 | Time: 1412.97 ms [2022-04-24 06:17:26 main:574] : INFO : Epoch 1871 | loss: 0.0311654 | val_loss: 0.0311821 | Time: 1389.67 ms [2022-04-24 06:17:27 main:574] : INFO : Epoch 1872 | loss: 0.0311685 | val_loss: 0.0311873 | Time: 1400.74 ms [2022-04-24 06:17:29 main:574] : INFO : Epoch 1873 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 1371.99 ms [2022-04-24 06:17:30 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 1393.83 ms [2022-04-24 06:17:31 main:574] : INFO : Epoch 1875 | loss: 0.0311635 | val_loss: 0.0311829 | Time: 1356.78 ms [2022-04-24 06:17:33 main:574] : INFO : Epoch 1876 | loss: 0.0311639 | val_loss: 0.0311773 | Time: 1393.09 ms [2022-04-24 06:17:34 main:574] : INFO : Epoch 1877 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 1407.6 ms [2022-04-24 06:17:36 main:574] : INFO : Epoch 1878 | loss: 0.0311631 | val_loss: 0.0311819 | Time: 1383.41 ms [2022-04-24 06:17:37 main:574] : INFO : Epoch 1879 | loss: 0.0311663 | val_loss: 0.0311808 | Time: 1378.58 ms [2022-04-24 06:17:38 main:574] : INFO : Epoch 1880 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 1419.86 ms [2022-04-24 06:17:40 main:574] : INFO : Epoch 1881 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 1400.71 ms [2022-04-24 06:17:41 main:574] : INFO : Epoch 1882 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1394.97 ms [2022-04-24 06:17:43 main:574] : INFO : Epoch 1883 | loss: 0.0311664 | val_loss: 0.0311842 | Time: 1407.7 ms [2022-04-24 06:17:44 main:574] : INFO : Epoch 1884 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 1437.69 ms [2022-04-24 06:17:46 main:574] : INFO : Epoch 1885 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 1375.46 ms [2022-04-24 06:17:47 main:574] : INFO : Epoch 1886 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 1407.88 ms [2022-04-24 06:17:48 main:574] : INFO : Epoch 1887 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 1386.65 ms [2022-04-24 06:17:50 main:574] : INFO : Epoch 1888 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 1385.5 ms [2022-04-24 06:17:51 main:574] : INFO : Epoch 1889 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 1410.28 ms [2022-04-24 06:17:53 main:574] : INFO : Epoch 1890 | loss: 0.0311728 | val_loss: 0.0311871 | Time: 1405.25 ms [2022-04-24 06:17:54 main:574] : INFO : Epoch 1891 | loss: 0.0311792 | val_loss: 0.031183 | Time: 1413.72 ms [2022-04-24 06:17:55 main:574] : INFO : Epoch 1892 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1385.87 ms [2022-04-24 06:17:57 main:574] : INFO : Epoch 1893 | loss: 0.031185 | val_loss: 0.0311849 | Time: 1398.61 ms [2022-04-24 06:17:58 main:574] : INFO : Epoch 1894 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 1406.26 ms [2022-04-24 06:18:00 main:574] : INFO : Epoch 1895 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 1398.03 ms [2022-04-24 06:18:01 main:574] : INFO : Epoch 1896 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 1427.93 ms [2022-04-24 06:18:02 main:574] : INFO : Epoch 1897 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1402.61 ms [2022-04-24 06:18:04 main:574] : INFO : Epoch 1898 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1401.98 ms [2022-04-24 06:18:05 main:574] : INFO : Epoch 1899 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1390.21 ms [2022-04-24 06:18:07 main:574] : INFO : Epoch 1900 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 1400.19 ms [2022-04-24 06:18:08 main:574] : INFO : Epoch 1901 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1413.71 ms [2022-04-24 06:18:10 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 1372.45 ms [2022-04-24 06:18:11 main:574] : INFO : Epoch 1903 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1356.86 ms [2022-04-24 06:18:12 main:574] : INFO : Epoch 1904 | loss: 0.031183 | val_loss: 0.0311827 | Time: 1382.06 ms [2022-04-24 06:18:14 main:574] : INFO : Epoch 1905 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 1397.38 ms [2022-04-24 06:18:15 main:574] : INFO : Epoch 1906 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 1374.32 ms [2022-04-24 06:18:17 main:574] : INFO : Epoch 1907 | loss: 0.0311846 | val_loss: 0.03119 | Time: 1406.66 ms [2022-04-24 06:18:18 main:574] : INFO : Epoch 1908 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 1399.87 ms [2022-04-24 06:18:19 main:574] : INFO : Epoch 1909 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 1402.61 ms [2022-04-24 06:18:21 main:574] : INFO : Epoch 1910 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 1419.21 ms [2022-04-24 06:18:22 main:574] : INFO : Epoch 1911 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1418.33 ms [2022-04-24 06:18:24 main:574] : INFO : Epoch 1912 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 1398.04 ms [2022-04-24 06:18:25 main:574] : INFO : Epoch 1913 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 1428.58 ms [2022-04-24 06:18:26 main:574] : INFO : Epoch 1914 | loss: 0.0311814 | val_loss: 0.031179 | Time: 1391.38 ms [2022-04-24 06:18:28 main:574] : INFO : Epoch 1915 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1393.23 ms [2022-04-24 06:18:29 main:574] : INFO : Epoch 1916 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1393.81 ms [2022-04-24 06:18:31 main:574] : INFO : Epoch 1917 | loss: 0.0311778 | val_loss: 0.0311777 | Time: 1372.74 ms [2022-04-24 06:18:32 main:574] : INFO : Epoch 1918 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 1388.62 ms [2022-04-24 06:18:33 main:574] : INFO : Epoch 1919 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1396.03 ms [2022-04-24 06:18:35 main:574] : INFO : Epoch 1920 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1392.87 ms [2022-04-24 06:18:36 main:574] : INFO : Epoch 1921 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 1382.2 ms [2022-04-24 06:18:38 main:574] : INFO : Epoch 1922 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 1413.79 ms [2022-04-24 06:18:39 main:574] : INFO : Epoch 1923 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1384.66 ms [2022-04-24 06:18:41 main:574] : INFO : Epoch 1924 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 1422.31 ms [2022-04-24 06:18:42 main:574] : INFO : Epoch 1925 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 1400.81 ms [2022-04-24 06:18:43 main:574] : INFO : Epoch 1926 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 1447.48 ms [2022-04-24 06:18:45 main:574] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311798 | Time: 1436.61 ms [2022-04-24 06:18:46 main:574] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 1416.81 ms [2022-04-24 06:18:48 main:574] : INFO : Epoch 1929 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1385.72 ms [2022-04-24 06:18:49 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1403.36 ms [2022-04-24 06:18:50 main:574] : INFO : Epoch 1931 | loss: 0.0311751 | val_loss: 0.031179 | Time: 1385.5 ms [2022-04-24 06:18:52 main:574] : INFO : Epoch 1932 | loss: 0.0311779 | val_loss: 0.0311916 | Time: 1383.85 ms [2022-04-24 06:18:53 main:574] : INFO : Epoch 1933 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 1414.06 ms [2022-04-24 06:18:55 main:574] : INFO : Epoch 1934 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1397.94 ms [2022-04-24 06:18:56 main:574] : INFO : Epoch 1935 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 1373.78 ms [2022-04-24 06:18:58 main:574] : INFO : Epoch 1936 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1414.07 ms [2022-04-24 06:18:59 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.031182 | Time: 1393.06 ms [2022-04-24 06:19:00 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1390.2 ms [2022-04-24 06:19:02 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311785 | Time: 1413.06 ms [2022-04-24 06:19:03 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1410.46 ms [2022-04-24 06:19:05 main:574] : INFO : Epoch 1941 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 1438.14 ms [2022-04-24 06:19:06 main:574] : INFO : Epoch 1942 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1379.67 ms [2022-04-24 06:19:07 main:574] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1398.83 ms [2022-04-24 06:19:09 main:574] : INFO : Epoch 1944 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1406.37 ms [2022-04-24 06:19:10 main:574] : INFO : Epoch 1945 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 1389.49 ms [2022-04-24 06:19:12 main:574] : INFO : Epoch 1946 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1395.2 ms [2022-04-24 06:19:13 main:574] : INFO : Epoch 1947 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 1407.46 ms [2022-04-24 06:19:14 main:574] : INFO : Epoch 1948 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1419.22 ms [2022-04-24 06:19:16 main:574] : INFO : Epoch 1949 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 1405.65 ms [2022-04-24 06:19:17 main:574] : INFO : Epoch 1950 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 1390.04 ms [2022-04-24 06:19:19 main:574] : INFO : Epoch 1951 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 1379.4 ms [2022-04-24 06:19:20 main:574] : INFO : Epoch 1952 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 1397.7 ms [2022-04-24 06:19:22 main:574] : INFO : Epoch 1953 | loss: 0.031173 | val_loss: 0.0311785 | Time: 1436.52 ms [2022-04-24 06:19:23 main:574] : INFO : Epoch 1954 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1486.8 ms [2022-04-24 06:19:25 main:574] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311805 | Time: 1461.97 ms [2022-04-24 06:19:26 main:574] : INFO : Epoch 1956 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 1426.32 ms [2022-04-24 06:19:27 main:574] : INFO : Epoch 1957 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 1367.3 ms [2022-04-24 06:19:29 main:574] : INFO : Epoch 1958 | loss: 0.031175 | val_loss: 0.0311809 | Time: 1415.87 ms [2022-04-24 06:19:30 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 1380.25 ms [2022-04-24 06:19:32 main:574] : INFO : Epoch 1960 | loss: 0.0311718 | val_loss: 0.031185 | Time: 1422.99 ms [2022-04-24 06:19:33 main:574] : INFO : Epoch 1961 | loss: 0.0311739 | val_loss: 0.0311877 | Time: 1417.39 ms [2022-04-24 06:19:34 main:574] : INFO : Epoch 1962 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1386.5 ms [2022-04-24 06:19:36 main:574] : INFO : Epoch 1963 | loss: 0.0311732 | val_loss: 0.0311852 | Time: 1415.21 ms [2022-04-24 06:19:37 main:574] : INFO : Epoch 1964 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1395.55 ms [2022-04-24 06:19:39 main:574] : INFO : Epoch 1965 | loss: 0.0311738 | val_loss: 0.031185 | Time: 1358.69 ms [2022-04-24 06:19:40 main:574] : INFO : Epoch 1966 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1416.99 ms [2022-04-24 06:19:41 main:574] : INFO : Epoch 1967 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 1373.49 ms [2022-04-24 06:19:43 main:574] : INFO : Epoch 1968 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 1466.75 ms [2022-04-24 06:19:44 main:574] : INFO : Epoch 1969 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 1463.39 ms [2022-04-24 06:19:46 main:574] : INFO : Epoch 1970 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1382.71 ms [2022-04-24 06:19:47 main:574] : INFO : Epoch 1971 | loss: 0.0311707 | val_loss: 0.0311827 | Time: 1391.04 ms [2022-04-24 06:19:49 main:574] : INFO : Epoch 1972 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1365.84 ms [2022-04-24 06:19:50 main:574] : INFO : Epoch 1973 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 1415.35 ms [2022-04-24 06:19:51 main:574] : INFO : Epoch 1974 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 1424.23 ms [2022-04-24 06:19:53 main:574] : INFO : Epoch 1975 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1393.71 ms [2022-04-24 06:19:54 main:574] : INFO : Epoch 1976 | loss: 0.0311706 | val_loss: 0.031185 | Time: 1367.99 ms [2022-04-24 06:19:56 main:574] : INFO : Epoch 1977 | loss: 0.0311705 | val_loss: 0.0311797 | Time: 1387.3 ms [2022-04-24 06:19:57 main:574] : INFO : Epoch 1978 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 1422.42 ms [2022-04-24 06:19:58 main:574] : INFO : Epoch 1979 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 1410.78 ms [2022-04-24 06:20:00 main:574] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 1395.74 ms [2022-04-24 06:20:01 main:574] : INFO : Epoch 1981 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 1385.98 ms [2022-04-24 06:20:03 main:574] : INFO : Epoch 1982 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 1380.83 ms [2022-04-24 06:20:04 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1385.82 ms [2022-04-24 06:20:05 main:574] : INFO : Epoch 1984 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 1395.38 ms [2022-04-24 06:20:07 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 1401.84 ms [2022-04-24 06:20:08 main:574] : INFO : Epoch 1986 | loss: 0.0311695 | val_loss: 0.0311789 | Time: 1404.91 ms [2022-04-24 06:20:10 main:574] : INFO : Epoch 1987 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 1398.99 ms [2022-04-24 06:20:11 main:574] : INFO : Epoch 1988 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 1369.84 ms [2022-04-24 06:20:12 main:574] : INFO : Epoch 1989 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1380.6 ms [2022-04-24 06:20:14 main:574] : INFO : Epoch 1990 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 1390.36 ms [2022-04-24 06:20:15 main:574] : INFO : Epoch 1991 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 1398.49 ms [2022-04-24 06:20:17 main:574] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1428.51 ms [2022-04-24 06:20:18 main:574] : INFO : Epoch 1993 | loss: 0.0311691 | val_loss: 0.0311803 | Time: 1416.34 ms [2022-04-24 06:20:20 main:574] : INFO : Epoch 1994 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 1412.84 ms [2022-04-24 06:20:21 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311842 | Time: 1404.24 ms [2022-04-24 06:20:22 main:574] : INFO : Epoch 1996 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1411.44 ms [2022-04-24 06:20:24 main:574] : INFO : Epoch 1997 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 1379.24 ms [2022-04-24 06:20:25 main:574] : INFO : Epoch 1998 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 1415.32 ms [2022-04-24 06:20:27 main:574] : INFO : Epoch 1999 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 1378.42 ms [2022-04-24 06:20:28 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 1427.69 ms [2022-04-24 06:20:29 main:574] : INFO : Epoch 2001 | loss: 0.03117 | val_loss: 0.0311811 | Time: 1416.08 ms [2022-04-24 06:20:31 main:574] : INFO : Epoch 2002 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 1366.07 ms [2022-04-24 06:20:32 main:574] : INFO : Epoch 2003 | loss: 0.031169 | val_loss: 0.031181 | Time: 1408.36 ms [2022-04-24 06:20:34 main:574] : INFO : Epoch 2004 | loss: 0.031171 | val_loss: 0.0311798 | Time: 1402.81 ms [2022-04-24 06:20:35 main:574] : INFO : Epoch 2005 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 1411.63 ms [2022-04-24 06:20:37 main:574] : INFO : Epoch 2006 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1420.73 ms [2022-04-24 06:20:38 main:574] : INFO : Epoch 2007 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 1408.01 ms [2022-04-24 06:20:39 main:574] : INFO : Epoch 2008 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 1391.88 ms [2022-04-24 06:20:41 main:574] : INFO : Epoch 2009 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1416.02 ms [2022-04-24 06:20:42 main:574] : INFO : Epoch 2010 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 1366.86 ms [2022-04-24 06:20:44 main:574] : INFO : Epoch 2011 | loss: 0.0311688 | val_loss: 0.031177 | Time: 1437.45 ms [2022-04-24 06:20:45 main:574] : INFO : Epoch 2012 | loss: 0.0311694 | val_loss: 0.031178 | Time: 1420.85 ms [2022-04-24 06:20:46 main:574] : INFO : Epoch 2013 | loss: 0.0311686 | val_loss: 0.0311794 | Time: 1394.69 ms [2022-04-24 06:20:48 main:574] : INFO : Epoch 2014 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 1411.41 ms [2022-04-24 06:20:49 main:574] : INFO : Epoch 2015 | loss: 0.031171 | val_loss: 0.031179 | Time: 1362.52 ms [2022-04-24 06:20:51 main:574] : INFO : Epoch 2016 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 1394.72 ms [2022-04-24 06:20:52 main:574] : INFO : Epoch 2017 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 1412.37 ms [2022-04-24 06:20:53 main:574] : INFO : Epoch 2018 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 1387.63 ms [2022-04-24 06:20:55 main:574] : INFO : Epoch 2019 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 1387.63 ms [2022-04-24 06:20:56 main:574] : INFO : Epoch 2020 | loss: 0.03117 | val_loss: 0.0311791 | Time: 1366.73 ms [2022-04-24 06:20:58 main:574] : INFO : Epoch 2021 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1393.84 ms [2022-04-24 06:20:59 main:574] : INFO : Epoch 2022 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 1380.34 ms [2022-04-24 06:21:00 main:574] : INFO : Epoch 2023 | loss: 0.0311679 | val_loss: 0.0311785 | Time: 1379.01 ms [2022-04-24 06:21:02 main:574] : INFO : Epoch 2024 | loss: 0.0311678 | val_loss: 0.0311795 | Time: 1413.57 ms [2022-04-24 06:21:03 main:574] : INFO : Epoch 2025 | loss: 0.0311669 | val_loss: 0.031183 | Time: 1412.32 ms [2022-04-24 06:21:05 main:574] : INFO : Epoch 2026 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 1383.07 ms [2022-04-24 06:21:06 main:574] : INFO : Epoch 2027 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1402.65 ms [2022-04-24 06:21:07 main:574] : INFO : Epoch 2028 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 1363.32 ms [2022-04-24 06:21:09 main:574] : INFO : Epoch 2029 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 1406.52 ms [2022-04-24 06:21:10 main:574] : INFO : Epoch 2030 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 1403.8 ms [2022-04-24 06:21:12 main:574] : INFO : Epoch 2031 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1413.08 ms [2022-04-24 06:21:13 main:574] : INFO : Epoch 2032 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 1385.83 ms [2022-04-24 06:21:15 main:574] : INFO : Epoch 2033 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1404.46 ms [2022-04-24 06:21:16 main:574] : INFO : Epoch 2034 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 1377.81 ms [2022-04-24 06:21:17 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1432.44 ms [2022-04-24 06:21:19 main:574] : INFO : Epoch 2036 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 1389.31 ms [2022-04-24 06:21:20 main:574] : INFO : Epoch 2037 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1440.88 ms [2022-04-24 06:21:22 main:574] : INFO : Epoch 2038 | loss: 0.0311681 | val_loss: 0.0311786 | Time: 1376.92 ms [2022-04-24 06:21:23 main:574] : INFO : Epoch 2039 | loss: 0.0311672 | val_loss: 0.0311791 | Time: 1386.19 ms [2022-04-24 06:21:24 main:574] : INFO : Epoch 2040 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 1413.33 ms [2022-04-24 06:21:26 main:574] : INFO : Epoch 2041 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 1405.93 ms [2022-04-24 06:21:27 main:574] : INFO : Epoch 2042 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 1402.23 ms [2022-04-24 06:21:29 main:574] : INFO : Epoch 2043 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 1403.15 ms [2022-04-24 06:21:30 main:574] : INFO : Epoch 2044 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 1383.9 ms [2022-04-24 06:21:32 main:574] : INFO : Epoch 2045 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 1413.97 ms [2022-04-24 06:21:33 main:574] : INFO : Epoch 2046 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 1401.3 ms [2022-04-24 06:21:34 main:574] : INFO : Epoch 2047 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 1407.57 ms [2022-04-24 06:21:36 main:574] : INFO : Epoch 2048 | loss: 0.0311663 | val_loss: 0.03118 | Time: 1408.04 ms [2022-04-24 06:21:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03118 [2022-04-24 06:21:36 main:603] : INFO : Saving end state to config to file [2022-04-24 06:21:36 main:608] : INFO : Success, exiting.. 06:21:36 (72984): 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)