Task 14407906
| Name | ParityModified-1647040082-22876-3-0_0 |
| Workunit | 11451642 |
| Created | 5 Apr 2022, 23:01:39 UTC |
| Sent | 9 Apr 2022, 16:14:37 UTC |
| Report deadline | 17 Apr 2022, 16:14:37 UTC |
| Received | 9 Apr 2022, 22:20:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 14 sec |
| CPU time | 45 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 1331.54 ms
[2022-04-10 05:54:01 main:574] : INFO : Epoch 1543 | loss: 0.0311673 | val_loss: 0.031177 | Time: 1335.26 ms
[2022-04-10 05:54:03 main:574] : INFO : Epoch 1544 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 1309.61 ms
[2022-04-10 05:54:04 main:574] : INFO : Epoch 1545 | loss: 0.031168 | val_loss: 0.0311792 | Time: 1333.98 ms
[2022-04-10 05:54:05 main:574] : INFO : Epoch 1546 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 1354.69 ms
[2022-04-10 05:54:07 main:574] : INFO : Epoch 1547 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1379.52 ms
[2022-04-10 05:54:08 main:574] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 1345.66 ms
[2022-04-10 05:54:10 main:574] : INFO : Epoch 1549 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1368.82 ms
[2022-04-10 05:54:11 main:574] : INFO : Epoch 1550 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 1304.38 ms
[2022-04-10 05:54:12 main:574] : INFO : Epoch 1551 | loss: 0.0311661 | val_loss: 0.031177 | Time: 1317.4 ms
[2022-04-10 05:54:14 main:574] : INFO : Epoch 1552 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 1319.29 ms
[2022-04-10 05:54:15 main:574] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 1265.45 ms
[2022-04-10 05:54:16 main:574] : INFO : Epoch 1554 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 1298.71 ms
[2022-04-10 05:54:18 main:574] : INFO : Epoch 1555 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1400.86 ms
[2022-04-10 05:54:19 main:574] : INFO : Epoch 1556 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1291.88 ms
[2022-04-10 05:54:20 main:574] : INFO : Epoch 1557 | loss: 0.0311666 | val_loss: 0.0311804 | Time: 1358.96 ms
[2022-04-10 05:54:22 main:574] : INFO : Epoch 1558 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1278.77 ms
[2022-04-10 05:54:23 main:574] : INFO : Epoch 1559 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1284.24 ms
[2022-04-10 05:54:24 main:574] : INFO : Epoch 1560 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1292.09 ms
[2022-04-10 05:54:26 main:574] : INFO : Epoch 1561 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1295.14 ms
[2022-04-10 05:54:27 main:574] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1366.39 ms
[2022-04-10 05:54:28 main:574] : INFO : Epoch 1563 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 1316.11 ms
[2022-04-10 05:54:30 main:574] : INFO : Epoch 1564 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1272.73 ms
[2022-04-10 05:54:31 main:574] : INFO : Epoch 1565 | loss: 0.0311672 | val_loss: 0.0311782 | Time: 1333.06 ms
[2022-04-10 05:54:32 main:574] : INFO : Epoch 1566 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 1361.72 ms
[2022-04-10 05:54:34 main:574] : INFO : Epoch 1567 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 1298.12 ms
[2022-04-10 05:54:35 main:574] : INFO : Epoch 1568 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 1350.03 ms
[2022-04-10 05:54:36 main:574] : INFO : Epoch 1569 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1261.31 ms
[2022-04-10 05:54:38 main:574] : INFO : Epoch 1570 | loss: 0.0311671 | val_loss: 0.031178 | Time: 1285.11 ms
[2022-04-10 05:54:39 main:574] : INFO : Epoch 1571 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1291.76 ms
[2022-04-10 05:54:40 main:574] : INFO : Epoch 1572 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1391.48 ms
[2022-04-10 05:54:42 main:574] : INFO : Epoch 1573 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 1301.38 ms
[2022-04-10 05:54:43 main:574] : INFO : Epoch 1574 | loss: 0.031167 | val_loss: 0.0311751 | Time: 1332.24 ms
[2022-04-10 05:54:44 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1226.8 ms
[2022-04-10 05:54:45 main:574] : INFO : Epoch 1576 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1287.85 ms
[2022-04-10 05:54:47 main:574] : INFO : Epoch 1577 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 1311.96 ms
[2022-04-10 05:54:48 main:574] : INFO : Epoch 1578 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 1336.36 ms
[2022-04-10 05:54:49 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1308.51 ms
[2022-04-10 05:54:51 main:574] : INFO : Epoch 1580 | loss: 0.0311641 | val_loss: 0.031176 | Time: 1296.48 ms
[2022-04-10 05:54:52 main:574] : INFO : Epoch 1581 | loss: 0.031165 | val_loss: 0.0311778 | Time: 1304.93 ms
[2022-04-10 05:54:53 main:574] : INFO : Epoch 1582 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 1338.02 ms
[2022-04-10 05:54:55 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 1307.82 ms
[2022-04-10 05:54:56 main:574] : INFO : Epoch 1584 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1241.77 ms
[2022-04-10 05:54:57 main:574] : INFO : Epoch 1585 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 1339.14 ms
[2022-04-10 05:54:59 main:574] : INFO : Epoch 1586 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 1338.42 ms
[2022-04-10 05:55:00 main:574] : INFO : Epoch 1587 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 1366.84 ms
[2022-04-10 05:55:01 main:574] : INFO : Epoch 1588 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 1343.06 ms
[2022-04-10 05:55:03 main:574] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 1241.27 ms
[2022-04-10 05:55:04 main:574] : INFO : Epoch 1590 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 1423.42 ms
[2022-04-10 05:55:06 main:574] : INFO : Epoch 1591 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 1338.58 ms
[2022-04-10 05:55:07 main:574] : INFO : Epoch 1592 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1303.66 ms
[2022-04-10 05:55:08 main:574] : INFO : Epoch 1593 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1245.51 ms
[2022-04-10 05:55:09 main:574] : INFO : Epoch 1594 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1262.06 ms
[2022-04-10 05:55:11 main:574] : INFO : Epoch 1595 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 1325.44 ms
[2022-04-10 05:55:12 main:574] : INFO : Epoch 1596 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 1347.84 ms
[2022-04-10 05:55:13 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 1308.37 ms
[2022-04-10 05:55:15 main:574] : INFO : Epoch 1598 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1341.41 ms
[2022-04-10 05:55:16 main:574] : INFO : Epoch 1599 | loss: 0.0311665 | val_loss: 0.03118 | Time: 1257.19 ms
[2022-04-10 05:55:17 main:574] : INFO : Epoch 1600 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 1235.44 ms
[2022-04-10 05:55:19 main:574] : INFO : Epoch 1601 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1234.69 ms
[2022-04-10 05:55:20 main:574] : INFO : Epoch 1602 | loss: 0.0311689 | val_loss: 0.0311842 | Time: 1336.33 ms
[2022-04-10 05:55:21 main:574] : INFO : Epoch 1603 | loss: 0.0311971 | val_loss: 0.0311897 | Time: 1322.72 ms
[2022-04-10 05:55:23 main:574] : INFO : Epoch 1604 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1285.51 ms
[2022-04-10 05:55:24 main:574] : INFO : Epoch 1605 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1418.67 ms
[2022-04-10 05:55:26 main:574] : INFO : Epoch 1606 | loss: 0.0311676 | val_loss: 0.0311823 | Time: 1503.57 ms
[2022-04-10 05:55:27 main:574] : INFO : Epoch 1607 | loss: 0.0311676 | val_loss: 0.03118 | Time: 1448.36 ms
[2022-04-10 05:55:28 main:574] : INFO : Epoch 1608 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1429.14 ms
[2022-04-10 05:55:30 main:574] : INFO : Epoch 1609 | loss: 0.0311685 | val_loss: 0.0311832 | Time: 1413.23 ms
[2022-04-10 05:55:31 main:574] : INFO : Epoch 1610 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 1374.18 ms
[2022-04-10 05:55:33 main:574] : INFO : Epoch 1611 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 1431.38 ms
[2022-04-10 05:55:34 main:574] : INFO : Epoch 1612 | loss: 0.031176 | val_loss: 0.0311783 | Time: 1419.87 ms
[2022-04-10 05:55:36 main:574] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 1412.35 ms
[2022-04-10 05:55:37 main:574] : INFO : Epoch 1614 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1396.05 ms
[2022-04-10 05:55:38 main:574] : INFO : Epoch 1615 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1457.94 ms
[2022-04-10 05:55:40 main:574] : INFO : Epoch 1616 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 1342.2 ms
[2022-04-10 05:55:41 main:574] : INFO : Epoch 1617 | loss: 0.0311808 | val_loss: 0.031177 | Time: 1508.02 ms
[2022-04-10 05:55:43 main:574] : INFO : Epoch 1618 | loss: 0.0311813 | val_loss: 0.0311765 | Time: 1501.3 ms
[2022-04-10 05:55:44 main:574] : INFO : Epoch 1619 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 1479.43 ms
[2022-04-10 05:55:46 main:574] : INFO : Epoch 1620 | loss: 0.031178 | val_loss: 0.0311767 | Time: 1472.77 ms
[2022-04-10 05:55:47 main:574] : INFO : Epoch 1621 | loss: 0.0311792 | val_loss: 0.0311768 | Time: 1379.86 ms
[2022-04-10 05:55:49 main:574] : INFO : Epoch 1622 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 1390.53 ms
[2022-04-10 05:55:50 main:574] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 1410 ms
[2022-04-10 05:55:52 main:574] : INFO : Epoch 1624 | loss: 0.031176 | val_loss: 0.0311766 | Time: 1435.99 ms
[2022-04-10 05:55:53 main:574] : INFO : Epoch 1625 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 1434.21 ms
[2022-04-10 05:55:54 main:574] : INFO : Epoch 1626 | loss: 0.0311753 | val_loss: 0.031178 | Time: 1389.21 ms
[2022-04-10 05:55:56 main:574] : INFO : Epoch 1627 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 1438.24 ms
[2022-04-10 05:55:57 main:574] : INFO : Epoch 1628 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 1405.8 ms
[2022-04-10 05:55:59 main:574] : INFO : Epoch 1629 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 1515.01 ms
[2022-04-10 05:56:00 main:574] : INFO : Epoch 1630 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 1455.47 ms
[2022-04-10 05:56:02 main:574] : INFO : Epoch 1631 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 1402.81 ms
[2022-04-10 05:56:03 main:574] : INFO : Epoch 1632 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1404.04 ms
[2022-04-10 05:56:05 main:574] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1504.94 ms
[2022-04-10 05:56:06 main:574] : INFO : Epoch 1634 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 1311.92 ms
[2022-04-10 05:56:07 main:574] : INFO : Epoch 1635 | loss: 0.031174 | val_loss: 0.0311797 | Time: 1337.22 ms
[2022-04-10 05:56:09 main:574] : INFO : Epoch 1636 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1432.59 ms
[2022-04-10 05:56:10 main:574] : INFO : Epoch 1637 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1503.26 ms
[2022-04-10 05:56:12 main:574] : INFO : Epoch 1638 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 1423.54 ms
[2022-04-10 05:56:13 main:574] : INFO : Epoch 1639 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1475.6 ms
[2022-04-10 05:56:15 main:574] : INFO : Epoch 1640 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 1372.9 ms
[2022-04-10 05:56:16 main:574] : INFO : Epoch 1641 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 1299.74 ms
[2022-04-10 05:56:17 main:574] : INFO : Epoch 1642 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1438.86 ms
[2022-04-10 05:56:19 main:574] : INFO : Epoch 1643 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1343.22 ms
[2022-04-10 05:56:20 main:574] : INFO : Epoch 1644 | loss: 0.0311772 | val_loss: 0.0311919 | Time: 1355.56 ms
[2022-04-10 05:56:22 main:574] : INFO : Epoch 1645 | loss: 0.0311793 | val_loss: 0.0311794 | Time: 1421.07 ms
[2022-04-10 05:56:23 main:574] : INFO : Epoch 1646 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 1404.6 ms
[2022-04-10 05:56:24 main:574] : INFO : Epoch 1647 | loss: 0.031175 | val_loss: 0.0311766 | Time: 1409.76 ms
[2022-04-10 05:56:26 main:574] : INFO : Epoch 1648 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 1396.58 ms
[2022-04-10 05:56:27 main:574] : INFO : Epoch 1649 | loss: 0.0311782 | val_loss: 0.0311941 | Time: 1446.74 ms
[2022-04-10 05:56:29 main:574] : INFO : Epoch 1650 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1448.83 ms
[2022-04-10 05:56:30 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 1337.36 ms
[2022-04-10 05:56:32 main:574] : INFO : Epoch 1652 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 1421.15 ms
[2022-04-10 05:56:33 main:574] : INFO : Epoch 1653 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1414.99 ms
[2022-04-10 05:56:34 main:574] : INFO : Epoch 1654 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 1450.27 ms
[2022-04-10 05:56:36 main:574] : INFO : Epoch 1655 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1388.45 ms
[2022-04-10 05:56:37 main:574] : INFO : Epoch 1656 | loss: 0.0311707 | val_loss: 0.031178 | Time: 1464.84 ms
[2022-04-10 05:56:39 main:574] : INFO : Epoch 1657 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 1431.91 ms
[2022-04-10 05:56:40 main:574] : INFO : Epoch 1658 | loss: 0.031176 | val_loss: 0.0311757 | Time: 1417.87 ms
[2022-04-10 05:56:42 main:574] : INFO : Epoch 1659 | loss: 0.0311732 | val_loss: 0.0311827 | Time: 1440.82 ms
[2022-04-10 05:56:43 main:574] : INFO : Epoch 1660 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 1411.82 ms
[2022-04-10 05:56:45 main:574] : INFO : Epoch 1661 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 1478 ms
[2022-04-10 05:56:46 main:574] : INFO : Epoch 1662 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1430.87 ms
[2022-04-10 05:56:47 main:574] : INFO : Epoch 1663 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1373.06 ms
[2022-04-10 05:56:49 main:574] : INFO : Epoch 1664 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1428 ms
[2022-04-10 05:56:50 main:574] : INFO : Epoch 1665 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 1433.45 ms
[2022-04-10 05:56:52 main:574] : INFO : Epoch 1666 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1425.4 ms
[2022-04-10 05:56:53 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1401.48 ms
[2022-04-10 05:56:55 main:574] : INFO : Epoch 1668 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1420.58 ms
[2022-04-10 05:56:56 main:574] : INFO : Epoch 1669 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 1452.91 ms
[2022-04-10 05:56:58 main:574] : INFO : Epoch 1670 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 1472.63 ms
[2022-04-10 05:56:59 main:574] : INFO : Epoch 1671 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1393.19 ms
[2022-04-10 05:57:01 main:574] : INFO : Epoch 1672 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 1476.5 ms
[2022-04-10 05:57:02 main:574] : INFO : Epoch 1673 | loss: 0.031175 | val_loss: 0.031176 | Time: 1478.66 ms
[2022-04-10 05:57:03 main:574] : INFO : Epoch 1674 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 1357.43 ms
[2022-04-10 05:57:05 main:574] : INFO : Epoch 1675 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 1494.41 ms
[2022-04-10 05:57:06 main:574] : INFO : Epoch 1676 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 1467.77 ms
[2022-04-10 05:57:08 main:574] : INFO : Epoch 1677 | loss: 0.031174 | val_loss: 0.0311753 | Time: 1413.83 ms
[2022-04-10 05:57:09 main:574] : INFO : Epoch 1678 | loss: 0.0311735 | val_loss: 0.0311744 | Time: 1396.55 ms
[2022-04-10 05:57:11 main:574] : INFO : Epoch 1679 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1379.12 ms
[2022-04-10 05:57:12 main:574] : INFO : Epoch 1680 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 1479.35 ms
[2022-04-10 05:57:14 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 1443.36 ms
[2022-04-10 05:57:15 main:574] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1464.58 ms
[2022-04-10 05:57:17 main:574] : INFO : Epoch 1683 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1430.86 ms
[2022-04-10 05:57:18 main:574] : INFO : Epoch 1684 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 1425.08 ms
[2022-04-10 05:57:19 main:574] : INFO : Epoch 1685 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1307.03 ms
[2022-04-10 05:57:21 main:574] : INFO : Epoch 1686 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1430.45 ms
[2022-04-10 05:57:22 main:574] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1496.45 ms
[2022-04-10 05:57:24 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1404.25 ms
[2022-04-10 05:57:25 main:574] : INFO : Epoch 1689 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1353.69 ms
[2022-04-10 05:57:27 main:574] : INFO : Epoch 1690 | loss: 0.0311703 | val_loss: 0.031185 | Time: 1461.73 ms
[2022-04-10 05:57:28 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 1387.32 ms
[2022-04-10 05:57:29 main:574] : INFO : Epoch 1692 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1495.43 ms
[2022-04-10 05:57:31 main:574] : INFO : Epoch 1693 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1385.43 ms
[2022-04-10 05:57:32 main:574] : INFO : Epoch 1694 | loss: 0.0311678 | val_loss: 0.031181 | Time: 1378.5 ms
[2022-04-10 05:57:34 main:574] : INFO : Epoch 1695 | loss: 0.0311686 | val_loss: 0.031179 | Time: 1390.53 ms
[2022-04-10 05:57:35 main:574] : INFO : Epoch 1696 | loss: 0.031172 | val_loss: 0.0311797 | Time: 1449.58 ms
[2022-04-10 05:57:37 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1443.44 ms
[2022-04-10 05:57:38 main:574] : INFO : Epoch 1698 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 1355.68 ms
[2022-04-10 05:57:39 main:574] : INFO : Epoch 1699 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1449.6 ms
[2022-04-10 05:57:41 main:574] : INFO : Epoch 1700 | loss: 0.0311711 | val_loss: 0.0311812 | Time: 1443.28 ms
[2022-04-10 05:57:42 main:574] : INFO : Epoch 1701 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 1395.89 ms
[2022-04-10 05:57:44 main:574] : INFO : Epoch 1702 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1377.35 ms
[2022-04-10 05:57:45 main:574] : INFO : Epoch 1703 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1432.83 ms
[2022-04-10 05:57:47 main:574] : INFO : Epoch 1704 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 1453.16 ms
[2022-04-10 05:57:48 main:574] : INFO : Epoch 1705 | loss: 0.031172 | val_loss: 0.0311765 | Time: 1363.76 ms
[2022-04-10 05:57:49 main:574] : INFO : Epoch 1706 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 1447.14 ms
[2022-04-10 05:57:51 main:574] : INFO : Epoch 1707 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 1552.56 ms
[2022-04-10 05:57:52 main:574] : INFO : Epoch 1708 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 1452.15 ms
[2022-04-10 05:57:54 main:574] : INFO : Epoch 1709 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 1378.72 ms
[2022-04-10 05:57:55 main:574] : INFO : Epoch 1710 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1395.99 ms
[2022-04-10 05:57:57 main:574] : INFO : Epoch 1711 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 1546.26 ms
[2022-04-10 05:57:58 main:574] : INFO : Epoch 1712 | loss: 0.0311696 | val_loss: 0.031176 | Time: 1390.8 ms
[2022-04-10 05:58:00 main:574] : INFO : Epoch 1713 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1446.27 ms
[2022-04-10 05:58:01 main:574] : INFO : Epoch 1714 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 1525.63 ms
[2022-04-10 05:58:03 main:574] : INFO : Epoch 1715 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1456.5 ms
[2022-04-10 05:58:04 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 1422.81 ms
[2022-04-10 05:58:06 main:574] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 1347.13 ms
[2022-04-10 05:58:07 main:574] : INFO : Epoch 1718 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 1395.68 ms
[2022-04-10 05:58:09 main:574] : INFO : Epoch 1719 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 1457.91 ms
[2022-04-10 05:58:10 main:574] : INFO : Epoch 1720 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 1439.61 ms
[2022-04-10 05:58:11 main:574] : INFO : Epoch 1721 | loss: 0.0311687 | val_loss: 0.031176 | Time: 1434.02 ms
[2022-04-10 05:58:13 main:574] : INFO : Epoch 1722 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1441.06 ms
[2022-04-10 05:58:14 main:574] : INFO : Epoch 1723 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 1404.68 ms
[2022-04-10 05:58:16 main:574] : INFO : Epoch 1724 | loss: 0.031168 | val_loss: 0.0311763 | Time: 1454.9 ms
[2022-04-10 05:58:17 main:574] : INFO : Epoch 1725 | loss: 0.0311667 | val_loss: 0.031178 | Time: 1433.59 ms
[2022-04-10 05:58:19 main:574] : INFO : Epoch 1726 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 1368.36 ms
[2022-04-10 05:58:20 main:574] : INFO : Epoch 1727 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 1374.38 ms
[2022-04-10 05:58:21 main:574] : INFO : Epoch 1728 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1468.54 ms
[2022-04-10 05:58:23 main:574] : INFO : Epoch 1729 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 1388.48 ms
[2022-04-10 05:58:24 main:574] : INFO : Epoch 1730 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1447.53 ms
[2022-04-10 05:58:26 main:574] : INFO : Epoch 1731 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 1400.26 ms
[2022-04-10 05:58:27 main:574] : INFO : Epoch 1732 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 1411.02 ms
[2022-04-10 05:58:29 main:574] : INFO : Epoch 1733 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 1421.98 ms
[2022-04-10 05:58:30 main:574] : INFO : Epoch 1734 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 1391.67 ms
[2022-04-10 05:58:32 main:574] : INFO : Epoch 1735 | loss: 0.03117 | val_loss: 0.0311758 | Time: 1452.8 ms
[2022-04-10 05:58:33 main:574] : INFO : Epoch 1736 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1357.66 ms
[2022-04-10 05:58:34 main:574] : INFO : Epoch 1737 | loss: 0.0311687 | val_loss: 0.0311767 | Time: 1454.25 ms
[2022-04-10 05:58:36 main:574] : INFO : Epoch 1738 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 1374.61 ms
[2022-04-10 05:58:37 main:574] : INFO : Epoch 1739 | loss: 0.031166 | val_loss: 0.0311756 | Time: 1429.63 ms
[2022-04-10 05:58:39 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1453.65 ms
[2022-04-10 05:58:40 main:574] : INFO : Epoch 1741 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1454.62 ms
[2022-04-10 05:58:42 main:574] : INFO : Epoch 1742 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1516.8 ms
[2022-04-10 05:58:43 main:574] : INFO : Epoch 1743 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1380.19 ms
[2022-04-10 05:58:45 main:574] : INFO : Epoch 1744 | loss: 0.031603 | val_loss: 0.0362449 | Time: 1452.65 ms
[2022-04-10 05:58:46 main:574] : INFO : Epoch 1745 | loss: 0.0383847 | val_loss: 0.0602059 | Time: 1448.58 ms
[2022-04-10 05:58:47 main:574] : INFO : Epoch 1746 | loss: 0.0354956 | val_loss: 0.0322858 | Time: 1426.52 ms
[2022-04-10 05:58:49 main:574] : INFO : Epoch 1747 | loss: 0.0316467 | val_loss: 0.0313365 | Time: 1441.67 ms
[2022-04-10 05:58:50 main:574] : INFO : Epoch 1748 | loss: 0.0312702 | val_loss: 0.0312202 | Time: 1438.07 ms
[2022-04-10 05:58:52 main:574] : INFO : Epoch 1749 | loss: 0.0312141 | val_loss: 0.0312009 | Time: 1409.54 ms
[2022-04-10 05:58:53 main:574] : INFO : Epoch 1750 | loss: 0.0312013 | val_loss: 0.0311934 | Time: 1443.99 ms
[2022-04-10 05:58:55 main:574] : INFO : Epoch 1751 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 1552.62 ms
[2022-04-10 05:58:56 main:574] : INFO : Epoch 1752 | loss: 0.0311932 | val_loss: 0.0311885 | Time: 1441.01 ms
[2022-04-10 05:58:58 main:574] : INFO : Epoch 1753 | loss: 0.0311911 | val_loss: 0.0311884 | Time: 1650.8 ms
[2022-04-10 05:58:59 main:574] : INFO : Epoch 1754 | loss: 0.0311896 | val_loss: 0.0311867 | Time: 1500.48 ms
[2022-04-10 05:59:01 main:574] : INFO : Epoch 1755 | loss: 0.0311891 | val_loss: 0.0311857 | Time: 1528.37 ms
[2022-04-10 05:59:03 main:574] : INFO : Epoch 1756 | loss: 0.0311868 | val_loss: 0.031185 | Time: 1626.67 ms
[2022-04-10 05:59:04 main:574] : INFO : Epoch 1757 | loss: 0.0311861 | val_loss: 0.0311838 | Time: 1438.27 ms
[2022-04-10 05:59:06 main:574] : INFO : Epoch 1758 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 1424.46 ms
[2022-04-10 05:59:07 main:574] : INFO : Epoch 1759 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 1531.95 ms
[2022-04-10 05:59:08 main:574] : INFO : Epoch 1760 | loss: 0.0311814 | val_loss: 0.0311773 | Time: 1366.03 ms
[2022-04-10 05:59:10 main:574] : INFO : Epoch 1761 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1427.93 ms
[2022-04-10 05:59:11 main:574] : INFO : Epoch 1762 | loss: 0.031175 | val_loss: 0.0311783 | Time: 1431.43 ms
[2022-04-10 05:59:13 main:574] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1410.16 ms
[2022-04-10 05:59:14 main:574] : INFO : Epoch 1764 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 1437.69 ms
[2022-04-10 05:59:16 main:574] : INFO : Epoch 1765 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 1442.32 ms
[2022-04-10 05:59:17 main:574] : INFO : Epoch 1766 | loss: 0.0311767 | val_loss: 0.0311783 | Time: 1423.1 ms
[2022-04-10 05:59:19 main:574] : INFO : Epoch 1767 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 1476.81 ms
[2022-04-10 05:59:20 main:574] : INFO : Epoch 1768 | loss: 0.031177 | val_loss: 0.0311765 | Time: 1522.39 ms
[2022-04-10 05:59:22 main:574] : INFO : Epoch 1769 | loss: 0.0311762 | val_loss: 0.0311756 | Time: 1541.48 ms
[2022-04-10 05:59:23 main:574] : INFO : Epoch 1770 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 1495.77 ms
[2022-04-10 05:59:25 main:574] : INFO : Epoch 1771 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 1503.08 ms
[2022-04-10 05:59:27 main:574] : INFO : Epoch 1772 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1682.86 ms
[2022-04-10 05:59:28 main:574] : INFO : Epoch 1773 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1554.36 ms
[2022-04-10 05:59:30 main:574] : INFO : Epoch 1774 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1758.45 ms
[2022-04-10 05:59:31 main:574] : INFO : Epoch 1775 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 1464.63 ms
[2022-04-10 05:59:33 main:574] : INFO : Epoch 1776 | loss: 0.031175 | val_loss: 0.0311763 | Time: 1533.58 ms
[2022-04-10 05:59:35 main:574] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1560.21 ms
[2022-04-10 05:59:36 main:574] : INFO : Epoch 1778 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 1595.6 ms
[2022-04-10 05:59:38 main:574] : INFO : Epoch 1779 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 1713.62 ms
[2022-04-10 05:59:39 main:574] : INFO : Epoch 1780 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1500.07 ms
[2022-04-10 05:59:41 main:574] : INFO : Epoch 1781 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 1645.96 ms
[2022-04-10 05:59:43 main:574] : INFO : Epoch 1782 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 1525.18 ms
[2022-04-10 05:59:44 main:574] : INFO : Epoch 1783 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 1716.16 ms
[2022-04-10 05:59:46 main:574] : INFO : Epoch 1784 | loss: 0.0311731 | val_loss: 0.0311749 | Time: 1489.78 ms
[2022-04-10 05:59:47 main:574] : INFO : Epoch 1785 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1431.16 ms
[2022-04-10 05:59:49 main:574] : INFO : Epoch 1786 | loss: 0.0311729 | val_loss: 0.031177 | Time: 1410.71 ms
[2022-04-10 05:59:50 main:574] : INFO : Epoch 1787 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 1438.25 ms
[2022-04-10 05:59:52 main:574] : INFO : Epoch 1788 | loss: 0.0311748 | val_loss: 0.031178 | Time: 1466.71 ms
[2022-04-10 05:59:53 main:574] : INFO : Epoch 1789 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1446.17 ms
[2022-04-10 05:59:55 main:574] : INFO : Epoch 1790 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 1544.47 ms
[2022-04-10 05:59:56 main:574] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1505.43 ms
[2022-04-10 05:59:58 main:574] : INFO : Epoch 1792 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1417.81 ms
[2022-04-10 05:59:59 main:574] : INFO : Epoch 1793 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 1415.42 ms
[2022-04-10 06:00:01 main:574] : INFO : Epoch 1794 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1641.89 ms
[2022-04-10 06:00:02 main:574] : INFO : Epoch 1795 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1580.5 ms
[2022-04-10 06:00:04 main:574] : INFO : Epoch 1796 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1484.31 ms
[2022-04-10 06:00:05 main:574] : INFO : Epoch 1797 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 1422.63 ms
[2022-04-10 06:00:07 main:574] : INFO : Epoch 1798 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1657.41 ms
[2022-04-10 06:00:09 main:574] : INFO : Epoch 1799 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 1506.24 ms
[2022-04-10 06:00:10 main:574] : INFO : Epoch 1800 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1612.52 ms
[2022-04-10 06:00:12 main:574] : INFO : Epoch 1801 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 1699.82 ms
[2022-04-10 06:00:14 main:574] : INFO : Epoch 1802 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1738 ms
[2022-04-10 06:00:15 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1734.58 ms
[2022-04-10 06:00:17 main:574] : INFO : Epoch 1804 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 1526.85 ms
[2022-04-10 06:00:18 main:574] : INFO : Epoch 1805 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1495.92 ms
[2022-04-10 06:00:20 main:574] : INFO : Epoch 1806 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 1525.78 ms
[2022-04-10 06:00:21 main:574] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 1487.78 ms
[2022-04-10 06:00:23 main:574] : INFO : Epoch 1808 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 1479.28 ms
[2022-04-10 06:00:25 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 1576.43 ms
[2022-04-10 06:00:26 main:574] : INFO : Epoch 1810 | loss: 0.0311703 | val_loss: 0.031177 | Time: 1606.85 ms
[2022-04-10 06:00:28 main:574] : INFO : Epoch 1811 | loss: 0.03117 | val_loss: 0.0311753 | Time: 1609.59 ms
[2022-04-10 06:00:29 main:574] : INFO : Epoch 1812 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1615.92 ms
[2022-04-10 06:00:31 main:574] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1534.46 ms
[2022-04-10 06:00:33 main:574] : INFO : Epoch 1814 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 1509.85 ms
[2022-04-10 06:00:34 main:574] : INFO : Epoch 1815 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 1577.2 ms
[2022-04-10 06:00:36 main:574] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1508.18 ms
[2022-04-10 06:00:37 main:574] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1632.91 ms
[2022-04-10 06:00:39 main:574] : INFO : Epoch 1818 | loss: 0.0311705 | val_loss: 0.0311759 | Time: 1557.13 ms
[2022-04-10 06:00:40 main:574] : INFO : Epoch 1819 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1475.4 ms
[2022-04-10 06:00:42 main:574] : INFO : Epoch 1820 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1519.02 ms
[2022-04-10 06:00:43 main:574] : INFO : Epoch 1821 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 1530.5 ms
[2022-04-10 06:00:45 main:574] : INFO : Epoch 1822 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1507.53 ms
[2022-04-10 06:00:46 main:574] : INFO : Epoch 1823 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1466.53 ms
[2022-04-10 06:00:48 main:574] : INFO : Epoch 1824 | loss: 0.0311709 | val_loss: 0.0311767 | Time: 1428.1 ms
[2022-04-10 06:00:49 main:574] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.0311763 | Time: 1393.2 ms
[2022-04-10 06:00:51 main:574] : INFO : Epoch 1826 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1399.97 ms
[2022-04-10 06:00:52 main:574] : INFO : Epoch 1827 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1372.8 ms
[2022-04-10 06:00:54 main:574] : INFO : Epoch 1828 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1467.53 ms
[2022-04-10 06:00:55 main:574] : INFO : Epoch 1829 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 1420.32 ms
[2022-04-10 06:00:56 main:574] : INFO : Epoch 1830 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1461.19 ms
[2022-04-10 06:00:58 main:574] : INFO : Epoch 1831 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 1428.69 ms
[2022-04-10 06:00:59 main:574] : INFO : Epoch 1832 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1434.15 ms
[2022-04-10 06:01:01 main:574] : INFO : Epoch 1833 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1409.2 ms
[2022-04-10 06:01:02 main:574] : INFO : Epoch 1834 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 1368.76 ms
[2022-04-10 06:01:03 main:574] : INFO : Epoch 1835 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1327.35 ms
[2022-04-10 06:01:05 main:574] : INFO : Epoch 1836 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 1414.67 ms
[2022-04-10 06:01:06 main:574] : INFO : Epoch 1837 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 1393.31 ms
[2022-04-10 06:01:08 main:574] : INFO : Epoch 1838 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1419.47 ms
[2022-04-10 06:01:09 main:574] : INFO : Epoch 1839 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1444.2 ms
[2022-04-10 06:01:11 main:574] : INFO : Epoch 1840 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1441.85 ms
[2022-04-10 06:01:12 main:574] : INFO : Epoch 1841 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1374.31 ms
[2022-04-10 06:01:14 main:574] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 1452.52 ms
[2022-04-10 06:01:15 main:574] : INFO : Epoch 1843 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 1482.61 ms
[2022-04-10 06:01:16 main:574] : INFO : Epoch 1844 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1417.53 ms
[2022-04-10 06:01:18 main:574] : INFO : Epoch 1845 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1374.55 ms
[2022-04-10 06:01:19 main:574] : INFO : Epoch 1846 | loss: 0.0311668 | val_loss: 0.031175 | Time: 1499.34 ms
[2022-04-10 06:01:21 main:574] : INFO : Epoch 1847 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1444.04 ms
[2022-04-10 06:01:22 main:574] : INFO : Epoch 1848 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 1365.68 ms
[2022-04-10 06:01:24 main:574] : INFO : Epoch 1849 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 1385.25 ms
[2022-04-10 06:01:25 main:574] : INFO : Epoch 1850 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1425.35 ms
[2022-04-10 06:01:27 main:574] : INFO : Epoch 1851 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 1503.25 ms
[2022-04-10 06:01:28 main:574] : INFO : Epoch 1852 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 1412.47 ms
[2022-04-10 06:01:29 main:574] : INFO : Epoch 1853 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 1474.37 ms
[2022-04-10 06:01:31 main:574] : INFO : Epoch 1854 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1377.34 ms
[2022-04-10 06:01:32 main:574] : INFO : Epoch 1855 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 1529.63 ms
[2022-04-10 06:01:34 main:574] : INFO : Epoch 1856 | loss: 0.0311677 | val_loss: 0.031175 | Time: 1479.86 ms
[2022-04-10 06:01:35 main:574] : INFO : Epoch 1857 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1529.3 ms
[2022-04-10 06:01:37 main:574] : INFO : Epoch 1858 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 1526.32 ms
[2022-04-10 06:01:38 main:574] : INFO : Epoch 1859 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 1491.91 ms
[2022-04-10 06:01:40 main:574] : INFO : Epoch 1860 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1485.33 ms
[2022-04-10 06:01:41 main:574] : INFO : Epoch 1861 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 1409.68 ms
[2022-04-10 06:01:43 main:574] : INFO : Epoch 1862 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1483.88 ms
[2022-04-10 06:01:44 main:574] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 1448.99 ms
[2022-04-10 06:01:46 main:574] : INFO : Epoch 1864 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1648.77 ms
[2022-04-10 06:01:48 main:574] : INFO : Epoch 1865 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1604.96 ms
[2022-04-10 06:01:49 main:574] : INFO : Epoch 1866 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 1597.99 ms
[2022-04-10 06:01:51 main:574] : INFO : Epoch 1867 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1494.12 ms
[2022-04-10 06:01:52 main:574] : INFO : Epoch 1868 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1502.92 ms
[2022-04-10 06:01:54 main:574] : INFO : Epoch 1869 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1443.9 ms
[2022-04-10 06:01:55 main:574] : INFO : Epoch 1870 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 1420.85 ms
[2022-04-10 06:01:57 main:574] : INFO : Epoch 1871 | loss: 0.0311688 | val_loss: 0.031175 | Time: 1481.32 ms
[2022-04-10 06:01:58 main:574] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 1429.56 ms
[2022-04-10 06:02:00 main:574] : INFO : Epoch 1873 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 1437.56 ms
[2022-04-10 06:02:01 main:574] : INFO : Epoch 1874 | loss: 0.0311694 | val_loss: 0.0311792 | Time: 1405.76 ms
[2022-04-10 06:02:02 main:574] : INFO : Epoch 1875 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 1395.28 ms
[2022-04-10 06:02:04 main:574] : INFO : Epoch 1876 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 1419.3 ms
[2022-04-10 06:02:05 main:574] : INFO : Epoch 1877 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 1430.95 ms
[2022-04-10 06:02:07 main:574] : INFO : Epoch 1878 | loss: 0.0311723 | val_loss: 0.0311831 | Time: 1392.91 ms
[2022-04-10 06:02:08 main:574] : INFO : Epoch 1879 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 1309.79 ms
[2022-04-10 06:02:09 main:574] : INFO : Epoch 1880 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 1494.54 ms
[2022-04-10 06:02:11 main:574] : INFO : Epoch 1881 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1406.63 ms
[2022-04-10 06:02:12 main:574] : INFO : Epoch 1882 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1462.92 ms
[2022-04-10 06:02:14 main:574] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311829 | Time: 1475.53 ms
[2022-04-10 06:02:15 main:574] : INFO : Epoch 1884 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1497.22 ms
[2022-04-10 06:02:17 main:574] : INFO : Epoch 1885 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 1490.59 ms
[2022-04-10 06:02:18 main:574] : INFO : Epoch 1886 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1421.32 ms
[2022-04-10 06:02:20 main:574] : INFO : Epoch 1887 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1461.84 ms
[2022-04-10 06:02:21 main:574] : INFO : Epoch 1888 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1391.23 ms
[2022-04-10 06:02:23 main:574] : INFO : Epoch 1889 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 1393.33 ms
[2022-04-10 06:02:24 main:574] : INFO : Epoch 1890 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1418.64 ms
[2022-04-10 06:02:25 main:574] : INFO : Epoch 1891 | loss: 0.031168 | val_loss: 0.0311744 | Time: 1396.51 ms
[2022-04-10 06:02:27 main:574] : INFO : Epoch 1892 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 1439.46 ms
[2022-04-10 06:02:28 main:574] : INFO : Epoch 1893 | loss: 0.0311693 | val_loss: 0.0311782 | Time: 1444.2 ms
[2022-04-10 06:02:30 main:574] : INFO : Epoch 1894 | loss: 0.031169 | val_loss: 0.031176 | Time: 1513.18 ms
[2022-04-10 06:02:31 main:574] : INFO : Epoch 1895 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 1451.43 ms
[2022-04-10 06:02:33 main:574] : INFO : Epoch 1896 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 1444.16 ms
[2022-04-10 06:02:34 main:574] : INFO : Epoch 1897 | loss: 0.031167 | val_loss: 0.0311758 | Time: 1407.96 ms
[2022-04-10 06:02:36 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1374.69 ms
[2022-04-10 06:02:37 main:574] : INFO : Epoch 1899 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 1480.22 ms
[2022-04-10 06:02:39 main:574] : INFO : Epoch 1900 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1517.5 ms
[2022-04-10 06:02:40 main:574] : INFO : Epoch 1901 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 1446.86 ms
[2022-04-10 06:02:42 main:574] : INFO : Epoch 1902 | loss: 0.0311662 | val_loss: 0.031177 | Time: 1520.63 ms
[2022-04-10 06:02:43 main:574] : INFO : Epoch 1903 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 1414.65 ms
[2022-04-10 06:02:45 main:574] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.031176 | Time: 1419.32 ms
[2022-04-10 06:02:46 main:574] : INFO : Epoch 1905 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 1505.69 ms
[2022-04-10 06:02:47 main:574] : INFO : Epoch 1906 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 1403.61 ms
[2022-04-10 06:02:49 main:574] : INFO : Epoch 1907 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1445.85 ms
[2022-04-10 06:02:50 main:574] : INFO : Epoch 1908 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 1372.88 ms
[2022-04-10 06:02:52 main:574] : INFO : Epoch 1909 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1376.6 ms
[2022-04-10 06:02:53 main:574] : INFO : Epoch 1910 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1388.8 ms
[2022-04-10 06:02:54 main:574] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1378 ms
[2022-04-10 06:02:56 main:574] : INFO : Epoch 1912 | loss: 0.0311647 | val_loss: 0.031174 | Time: 1386.52 ms
[2022-04-10 06:02:57 main:574] : INFO : Epoch 1913 | loss: 0.0311649 | val_loss: 0.0311753 | Time: 1509.35 ms
[2022-04-10 06:02:59 main:574] : INFO : Epoch 1914 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1426.48 ms
[2022-04-10 06:03:00 main:574] : INFO : Epoch 1915 | loss: 0.0311653 | val_loss: 0.031174 | Time: 1506.94 ms
[2022-04-10 06:03:02 main:574] : INFO : Epoch 1916 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 1423.43 ms
[2022-04-10 06:03:03 main:574] : INFO : Epoch 1917 | loss: 0.031168 | val_loss: 0.031177 | Time: 1337.57 ms
[2022-04-10 06:03:05 main:574] : INFO : Epoch 1918 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 1395.46 ms
[2022-04-10 06:03:06 main:574] : INFO : Epoch 1919 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1407.38 ms
[2022-04-10 06:03:07 main:574] : INFO : Epoch 1920 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1360.92 ms
[2022-04-10 06:03:09 main:574] : INFO : Epoch 1921 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 1317.66 ms
[2022-04-10 06:03:10 main:574] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1366.67 ms
[2022-04-10 06:03:11 main:574] : INFO : Epoch 1923 | loss: 0.0311695 | val_loss: 0.031176 | Time: 1365.74 ms
[2022-04-10 06:03:13 main:574] : INFO : Epoch 1924 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1396.95 ms
[2022-04-10 06:03:14 main:574] : INFO : Epoch 1925 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1448.82 ms
[2022-04-10 06:03:16 main:574] : INFO : Epoch 1926 | loss: 0.0311644 | val_loss: 0.0311813 | Time: 1428.93 ms
[2022-04-10 06:03:17 main:574] : INFO : Epoch 1927 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1361.54 ms
[2022-04-10 06:03:19 main:574] : INFO : Epoch 1928 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1340.28 ms
[2022-04-10 06:03:20 main:574] : INFO : Epoch 1929 | loss: 0.0311653 | val_loss: 0.0311763 | Time: 1335.5 ms
[2022-04-10 06:03:21 main:574] : INFO : Epoch 1930 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 1411.46 ms
[2022-04-10 06:03:23 main:574] : INFO : Epoch 1931 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 1377.13 ms
[2022-04-10 06:03:24 main:574] : INFO : Epoch 1932 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 1425.19 ms
[2022-04-10 06:03:26 main:574] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.031174 | Time: 1389.14 ms
[2022-04-10 06:03:27 main:574] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 1324.05 ms
[2022-04-10 06:03:28 main:574] : INFO : Epoch 1935 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 1306.64 ms
[2022-04-10 06:03:30 main:574] : INFO : Epoch 1936 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1372.65 ms
[2022-04-10 06:03:31 main:574] : INFO : Epoch 1937 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 1324.76 ms
[2022-04-10 06:03:32 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1314.23 ms
[2022-04-10 06:03:34 main:574] : INFO : Epoch 1939 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 1328.95 ms
[2022-04-10 06:03:35 main:574] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 1452.79 ms
[2022-04-10 06:03:36 main:574] : INFO : Epoch 1941 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1401.27 ms
[2022-04-10 06:03:38 main:574] : INFO : Epoch 1942 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 1345.49 ms
[2022-04-10 06:03:39 main:574] : INFO : Epoch 1943 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 1401.69 ms
[2022-04-10 06:03:41 main:574] : INFO : Epoch 1944 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 1374.65 ms
[2022-04-10 06:03:42 main:574] : INFO : Epoch 1945 | loss: 0.031172 | val_loss: 0.0311765 | Time: 1507.4 ms
[2022-04-10 06:03:44 main:574] : INFO : Epoch 1946 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 1411.36 ms
[2022-04-10 06:03:45 main:574] : INFO : Epoch 1947 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1364.41 ms
[2022-04-10 06:03:46 main:574] : INFO : Epoch 1948 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 1365.17 ms
[2022-04-10 06:03:48 main:574] : INFO : Epoch 1949 | loss: 0.0311706 | val_loss: 0.031176 | Time: 1334.73 ms
[2022-04-10 06:03:49 main:574] : INFO : Epoch 1950 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1370.9 ms
[2022-04-10 06:03:50 main:574] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1319.6 ms
[2022-04-10 06:03:52 main:574] : INFO : Epoch 1952 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1471.34 ms
[2022-04-10 06:03:53 main:574] : INFO : Epoch 1953 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 1402.04 ms
[2022-04-10 06:03:55 main:574] : INFO : Epoch 1954 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1340.97 ms
[2022-04-10 06:03:56 main:574] : INFO : Epoch 1955 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 1356.73 ms
[2022-04-10 06:03:57 main:574] : INFO : Epoch 1956 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1386.63 ms
[2022-04-10 06:03:59 main:574] : INFO : Epoch 1957 | loss: 0.031176 | val_loss: 0.0311802 | Time: 1515.48 ms
[2022-04-10 06:04:00 main:574] : INFO : Epoch 1958 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1429.14 ms
[2022-04-10 06:04:02 main:574] : INFO : Epoch 1959 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1323.18 ms
[2022-04-10 06:04:03 main:574] : INFO : Epoch 1960 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 1310.6 ms
[2022-04-10 06:04:05 main:574] : INFO : Epoch 1961 | loss: 0.031171 | val_loss: 0.0311754 | Time: 1399.84 ms
[2022-04-10 06:04:06 main:574] : INFO : Epoch 1962 | loss: 0.0311694 | val_loss: 0.031175 | Time: 1307.62 ms
[2022-04-10 06:04:07 main:574] : INFO : Epoch 1963 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1350.79 ms
[2022-04-10 06:04:09 main:574] : INFO : Epoch 1964 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 1439.4 ms
[2022-04-10 06:04:10 main:574] : INFO : Epoch 1965 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 1616.47 ms
[2022-04-10 06:04:12 main:574] : INFO : Epoch 1966 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1449.49 ms
[2022-04-10 06:04:13 main:574] : INFO : Epoch 1967 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 1499.26 ms
[2022-04-10 06:04:15 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1388.66 ms
[2022-04-10 06:04:16 main:574] : INFO : Epoch 1969 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 1453.85 ms
[2022-04-10 06:04:18 main:574] : INFO : Epoch 1970 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1372.33 ms
[2022-04-10 06:04:19 main:574] : INFO : Epoch 1971 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 1507.69 ms
[2022-04-10 06:04:21 main:574] : INFO : Epoch 1972 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 1475.4 ms
[2022-04-10 06:04:22 main:574] : INFO : Epoch 1973 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 1404.45 ms
[2022-04-10 06:04:23 main:574] : INFO : Epoch 1974 | loss: 0.031173 | val_loss: 0.0311785 | Time: 1293.91 ms
[2022-04-10 06:04:25 main:574] : INFO : Epoch 1975 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 1350.61 ms
[2022-04-10 06:04:26 main:574] : INFO : Epoch 1976 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 1333.13 ms
[2022-04-10 06:04:27 main:574] : INFO : Epoch 1977 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 1295.48 ms
[2022-04-10 06:04:29 main:574] : INFO : Epoch 1978 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 1343.86 ms
[2022-04-10 06:04:30 main:574] : INFO : Epoch 1979 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 1480.94 ms
[2022-04-10 06:04:32 main:574] : INFO : Epoch 1980 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 1349.91 ms
[2022-04-10 06:04:33 main:574] : INFO : Epoch 1981 | loss: 0.0311693 | val_loss: 0.0311862 | Time: 1316.58 ms
[2022-04-10 06:04:34 main:574] : INFO : Epoch 1982 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1313.04 ms
[2022-04-10 06:04:36 main:574] : INFO : Epoch 1983 | loss: 0.0311669 | val_loss: 0.0311795 | Time: 1480.47 ms
[2022-04-10 06:04:37 main:574] : INFO : Epoch 1984 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 1381.87 ms
[2022-04-10 06:04:39 main:574] : INFO : Epoch 1985 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1478.83 ms
[2022-04-10 06:04:40 main:574] : INFO : Epoch 1986 | loss: 0.031169 | val_loss: 0.0311749 | Time: 1722.25 ms
[2022-04-10 06:04:42 main:574] : INFO : Epoch 1987 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 1471.13 ms
[2022-04-10 06:04:43 main:574] : INFO : Epoch 1988 | loss: 0.031168 | val_loss: 0.0311811 | Time: 1360.84 ms
[2022-04-10 06:04:45 main:574] : INFO : Epoch 1989 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1375.23 ms
[2022-04-10 06:04:46 main:574] : INFO : Epoch 1990 | loss: 0.0311667 | val_loss: 0.0311799 | Time: 1330.35 ms
[2022-04-10 06:04:47 main:574] : INFO : Epoch 1991 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 1275.24 ms
[2022-04-10 06:04:49 main:574] : INFO : Epoch 1992 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 1312.24 ms
[2022-04-10 06:04:50 main:574] : INFO : Epoch 1993 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1439.57 ms
[2022-04-10 06:04:51 main:574] : INFO : Epoch 1994 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1370.45 ms
[2022-04-10 06:04:53 main:574] : INFO : Epoch 1995 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 1294.64 ms
[2022-04-10 06:04:54 main:574] : INFO : Epoch 1996 | loss: 0.0311655 | val_loss: 0.0311761 | Time: 1355.13 ms
[2022-04-10 06:04:55 main:574] : INFO : Epoch 1997 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 1407.59 ms
[2022-04-10 06:04:57 main:574] : INFO : Epoch 1998 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 1306.9 ms
[2022-04-10 06:04:58 main:574] : INFO : Epoch 1999 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 1361.16 ms
[2022-04-10 06:05:00 main:574] : INFO : Epoch 2000 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 1425.12 ms
[2022-04-10 06:05:01 main:574] : INFO : Epoch 2001 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 1413.78 ms
[2022-04-10 06:05:02 main:574] : INFO : Epoch 2002 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 1327.75 ms
[2022-04-10 06:05:04 main:574] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 1345.98 ms
[2022-04-10 06:05:05 main:574] : INFO : Epoch 2004 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1376.54 ms
[2022-04-10 06:05:06 main:574] : INFO : Epoch 2005 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 1313.07 ms
[2022-04-10 06:05:08 main:574] : INFO : Epoch 2006 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 1279.34 ms
[2022-04-10 06:05:09 main:574] : INFO : Epoch 2007 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1316.43 ms
[2022-04-10 06:05:11 main:574] : INFO : Epoch 2008 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 1549.97 ms
[2022-04-10 06:05:12 main:574] : INFO : Epoch 2009 | loss: 0.031167 | val_loss: 0.0311764 | Time: 1354.34 ms
[2022-04-10 06:05:13 main:574] : INFO : Epoch 2010 | loss: 0.0311659 | val_loss: 0.0311826 | Time: 1395.22 ms
[2022-04-10 06:05:15 main:574] : INFO : Epoch 2011 | loss: 0.0311655 | val_loss: 0.031175 | Time: 1361.88 ms
[2022-04-10 06:05:16 main:574] : INFO : Epoch 2012 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1317.49 ms
[2022-04-10 06:05:17 main:574] : INFO : Epoch 2013 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 1350.65 ms
[2022-04-10 06:05:19 main:574] : INFO : Epoch 2014 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1364.22 ms
[2022-04-10 06:05:20 main:574] : INFO : Epoch 2015 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 1390.73 ms
[2022-04-10 06:05:22 main:574] : INFO : Epoch 2016 | loss: 0.0311658 | val_loss: 0.0311794 | Time: 1330.48 ms
[2022-04-10 06:05:23 main:574] : INFO : Epoch 2017 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 1374.49 ms
[2022-04-10 06:05:24 main:574] : INFO : Epoch 2018 | loss: 0.031166 | val_loss: 0.031175 | Time: 1353.92 ms
[2022-04-10 06:05:26 main:574] : INFO : Epoch 2019 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 1358.28 ms
[2022-04-10 06:05:27 main:574] : INFO : Epoch 2020 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1300.13 ms
[2022-04-10 06:05:28 main:574] : INFO : Epoch 2021 | loss: 0.0311697 | val_loss: 0.0311786 | Time: 1297.91 ms
[2022-04-10 06:05:30 main:574] : INFO : Epoch 2022 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 1343.3 ms
[2022-04-10 06:05:31 main:574] : INFO : Epoch 2023 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 1294.17 ms
[2022-04-10 06:05:32 main:574] : INFO : Epoch 2024 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1313.44 ms
[2022-04-10 06:05:34 main:574] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 1320.4 ms
[2022-04-10 06:05:35 main:574] : INFO : Epoch 2026 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 1354.35 ms
[2022-04-10 06:05:36 main:574] : INFO : Epoch 2027 | loss: 0.031167 | val_loss: 0.0311798 | Time: 1297.11 ms
[2022-04-10 06:05:38 main:574] : INFO : Epoch 2028 | loss: 0.0311694 | val_loss: 0.0311868 | Time: 1306.33 ms
[2022-04-10 06:05:39 main:574] : INFO : Epoch 2029 | loss: 0.0311688 | val_loss: 0.0311836 | Time: 1314.81 ms
[2022-04-10 06:05:40 main:574] : INFO : Epoch 2030 | loss: 0.0311675 | val_loss: 0.0311791 | Time: 1318.9 ms
[2022-04-10 06:05:42 main:574] : INFO : Epoch 2031 | loss: 0.0311669 | val_loss: 0.031177 | Time: 1331.96 ms
[2022-04-10 06:05:43 main:574] : INFO : Epoch 2032 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 1274.56 ms
[2022-04-10 06:05:44 main:574] : INFO : Epoch 2033 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1260.31 ms
[2022-04-10 06:05:46 main:574] : INFO : Epoch 2034 | loss: 0.031166 | val_loss: 0.0311782 | Time: 1307.13 ms
[2022-04-10 06:05:47 main:574] : INFO : Epoch 2035 | loss: 0.0311654 | val_loss: 0.0311762 | Time: 1259.33 ms
[2022-04-10 06:05:48 main:574] : INFO : Epoch 2036 | loss: 0.0311692 | val_loss: 0.0311892 | Time: 1233.17 ms
[2022-04-10 06:05:49 main:574] : INFO : Epoch 2037 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1341.35 ms
[2022-04-10 06:05:51 main:574] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 1330.72 ms
[2022-04-10 06:05:52 main:574] : INFO : Epoch 2039 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 1256.37 ms
[2022-04-10 06:05:53 main:574] : INFO : Epoch 2040 | loss: 0.031168 | val_loss: 0.0311767 | Time: 1206.61 ms
[2022-04-10 06:05:55 main:574] : INFO : Epoch 2041 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1278.74 ms
[2022-04-10 06:05:56 main:574] : INFO : Epoch 2042 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 1292.91 ms
[2022-04-10 06:05:57 main:574] : INFO : Epoch 2043 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 1337.94 ms
[2022-04-10 06:05:58 main:574] : INFO : Epoch 2044 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1219.44 ms
[2022-04-10 06:06:00 main:574] : INFO : Epoch 2045 | loss: 0.031167 | val_loss: 0.0311747 | Time: 1313.51 ms
[2022-04-10 06:06:01 main:574] : INFO : Epoch 2046 | loss: 0.0311678 | val_loss: 0.0311841 | Time: 1329.58 ms
[2022-04-10 06:06:02 main:574] : INFO : Epoch 2047 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 1334.74 ms
[2022-04-10 06:06:04 main:574] : INFO : Epoch 2048 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 1317.53 ms
[2022-04-10 06:06:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761
[2022-04-10 06:06:04 main:603] : INFO : Saving end state to config to file
[2022-04-10 06:06:04 main:608] : INFO : Success, exiting..
06:06:04 (31788): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)