Task 9224584
| Name | ParityModified-1636224426-24249-3-0_0 |
| Workunit | 6658348 |
| Created | 27 Nov 2021, 18:56:45 UTC |
| Sent | 3 Dec 2021, 10:09:08 UTC |
| Report deadline | 11 Dec 2021, 10:09:08 UTC |
| Received | 4 Dec 2021, 12:22:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 31 min 38 sec |
| CPU time | 1 hours 30 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.67 GB |
| Peak swap size | 4.43 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: 0.0311828 | val_loss: 0.031181 | Time: 1365.06 ms
[2021-12-04 11:09:48 main:574] : INFO : Epoch 1543 | loss: 0.031183 | val_loss: 0.0311811 | Time: 1381.39 ms
[2021-12-04 11:09:50 main:574] : INFO : Epoch 1544 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1371.16 ms
[2021-12-04 11:09:51 main:574] : INFO : Epoch 1545 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1358.87 ms
[2021-12-04 11:09:52 main:574] : INFO : Epoch 1546 | loss: 0.0311801 | val_loss: 0.031182 | Time: 1364.01 ms
[2021-12-04 11:09:54 main:574] : INFO : Epoch 1547 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1346.45 ms
[2021-12-04 11:09:55 main:574] : INFO : Epoch 1548 | loss: 0.0311819 | val_loss: 0.0311803 | Time: 1354.17 ms
[2021-12-04 11:09:56 main:574] : INFO : Epoch 1549 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 1390.3 ms
[2021-12-04 11:09:58 main:574] : INFO : Epoch 1550 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 1363.6 ms
[2021-12-04 11:09:59 main:574] : INFO : Epoch 1551 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 1352.45 ms
[2021-12-04 11:10:00 main:574] : INFO : Epoch 1552 | loss: 0.0311809 | val_loss: 0.031181 | Time: 1374.28 ms
[2021-12-04 11:10:02 main:574] : INFO : Epoch 1553 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1365.86 ms
[2021-12-04 11:10:03 main:574] : INFO : Epoch 1554 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 1410.92 ms
[2021-12-04 11:10:05 main:574] : INFO : Epoch 1555 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 1414.09 ms
[2021-12-04 11:10:06 main:574] : INFO : Epoch 1556 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 1384.92 ms
[2021-12-04 11:10:07 main:574] : INFO : Epoch 1557 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 1354.21 ms
[2021-12-04 11:10:09 main:574] : INFO : Epoch 1558 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 1360 ms
[2021-12-04 11:10:10 main:574] : INFO : Epoch 1559 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 1387.6 ms
[2021-12-04 11:10:12 main:574] : INFO : Epoch 1560 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1361.28 ms
[2021-12-04 11:10:13 main:574] : INFO : Epoch 1561 | loss: 0.0311815 | val_loss: 0.0311787 | Time: 1357.1 ms
[2021-12-04 11:10:14 main:574] : INFO : Epoch 1562 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 1351.72 ms
[2021-12-04 11:10:16 main:574] : INFO : Epoch 1563 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 1339.48 ms
[2021-12-04 11:10:17 main:574] : INFO : Epoch 1564 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 1391.08 ms
[2021-12-04 11:10:18 main:574] : INFO : Epoch 1565 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 1402.76 ms
[2021-12-04 11:10:20 main:574] : INFO : Epoch 1566 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 1342.04 ms
[2021-12-04 11:10:21 main:574] : INFO : Epoch 1567 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 1381.72 ms
[2021-12-04 11:10:23 main:574] : INFO : Epoch 1568 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1345.26 ms
[2021-12-04 11:10:24 main:574] : INFO : Epoch 1569 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1342.61 ms
[2021-12-04 11:10:25 main:574] : INFO : Epoch 1570 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 1374.97 ms
[2021-12-04 11:10:27 main:574] : INFO : Epoch 1571 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1343.36 ms
[2021-12-04 11:10:28 main:574] : INFO : Epoch 1572 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 1383.22 ms
[2021-12-04 11:10:29 main:574] : INFO : Epoch 1573 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 1397.15 ms
[2021-12-04 11:10:32 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311783 | Time: 2381.58 ms
[2021-12-04 11:10:33 main:574] : INFO : Epoch 1575 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1461.13 ms
[2021-12-04 11:10:35 main:574] : INFO : Epoch 1576 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 1413.37 ms
[2021-12-04 11:10:36 main:574] : INFO : Epoch 1577 | loss: 0.0311975 | val_loss: 0.0312162 | Time: 1423.02 ms
[2021-12-04 11:10:38 main:574] : INFO : Epoch 1578 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 1445.78 ms
[2021-12-04 11:10:39 main:574] : INFO : Epoch 1579 | loss: 0.031211 | val_loss: 0.0312115 | Time: 1453.04 ms
[2021-12-04 11:10:40 main:574] : INFO : Epoch 1580 | loss: 0.0312066 | val_loss: 0.0312087 | Time: 1446.43 ms
[2021-12-04 11:10:42 main:574] : INFO : Epoch 1581 | loss: 0.0312048 | val_loss: 0.0312092 | Time: 1415.78 ms
[2021-12-04 11:10:43 main:574] : INFO : Epoch 1582 | loss: 0.031204 | val_loss: 0.0312063 | Time: 1392.41 ms
[2021-12-04 11:10:45 main:574] : INFO : Epoch 1583 | loss: 0.0312036 | val_loss: 0.0312066 | Time: 1647.86 ms
[2021-12-04 11:10:47 main:574] : INFO : Epoch 1584 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 1807.47 ms
[2021-12-04 11:10:48 main:574] : INFO : Epoch 1585 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1527.47 ms
[2021-12-04 11:10:50 main:574] : INFO : Epoch 1586 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 1536.04 ms
[2021-12-04 11:10:51 main:574] : INFO : Epoch 1587 | loss: 0.0311998 | val_loss: 0.0312076 | Time: 1486.06 ms
[2021-12-04 11:10:53 main:574] : INFO : Epoch 1588 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 1427.64 ms
[2021-12-04 11:10:54 main:574] : INFO : Epoch 1589 | loss: 0.0311982 | val_loss: 0.0312022 | Time: 1417.58 ms
[2021-12-04 11:10:56 main:574] : INFO : Epoch 1590 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 1414.56 ms
[2021-12-04 11:10:57 main:574] : INFO : Epoch 1591 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 1397.89 ms
[2021-12-04 11:10:59 main:574] : INFO : Epoch 1592 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 1422.87 ms
[2021-12-04 11:11:00 main:574] : INFO : Epoch 1593 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 1402.43 ms
[2021-12-04 11:11:01 main:574] : INFO : Epoch 1594 | loss: 0.0311993 | val_loss: 0.0312019 | Time: 1439.06 ms
[2021-12-04 11:11:03 main:574] : INFO : Epoch 1595 | loss: 0.0311988 | val_loss: 0.0312032 | Time: 1472.34 ms
[2021-12-04 11:11:04 main:574] : INFO : Epoch 1596 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 1428.66 ms
[2021-12-04 11:11:06 main:574] : INFO : Epoch 1597 | loss: 0.0311978 | val_loss: 0.031203 | Time: 1445.39 ms
[2021-12-04 11:11:07 main:574] : INFO : Epoch 1598 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 1438.94 ms
[2021-12-04 11:11:09 main:574] : INFO : Epoch 1599 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 1475.69 ms
[2021-12-04 11:11:10 main:574] : INFO : Epoch 1600 | loss: 0.0311971 | val_loss: 0.0312007 | Time: 1421.72 ms
[2021-12-04 11:11:12 main:574] : INFO : Epoch 1601 | loss: 0.0311975 | val_loss: 0.031201 | Time: 1421.05 ms
[2021-12-04 11:11:13 main:574] : INFO : Epoch 1602 | loss: 0.0311972 | val_loss: 0.0311999 | Time: 1432.92 ms
[2021-12-04 11:11:14 main:574] : INFO : Epoch 1603 | loss: 0.0311978 | val_loss: 0.0312015 | Time: 1410.38 ms
[2021-12-04 11:11:16 main:574] : INFO : Epoch 1604 | loss: 0.031196 | val_loss: 0.0312018 | Time: 1416.66 ms
[2021-12-04 11:11:17 main:574] : INFO : Epoch 1605 | loss: 0.0311977 | val_loss: 0.0312032 | Time: 1436.69 ms
[2021-12-04 11:11:19 main:574] : INFO : Epoch 1606 | loss: 0.0311968 | val_loss: 0.0312042 | Time: 1424.05 ms
[2021-12-04 11:11:20 main:574] : INFO : Epoch 1607 | loss: 0.0311966 | val_loss: 0.0312032 | Time: 1426.05 ms
[2021-12-04 11:11:22 main:574] : INFO : Epoch 1608 | loss: 0.0311973 | val_loss: 0.0312017 | Time: 1400.83 ms
[2021-12-04 11:11:23 main:574] : INFO : Epoch 1609 | loss: 0.0311959 | val_loss: 0.0312031 | Time: 1432.6 ms
[2021-12-04 11:11:24 main:574] : INFO : Epoch 1610 | loss: 0.0311962 | val_loss: 0.0312014 | Time: 1409.09 ms
[2021-12-04 11:11:26 main:574] : INFO : Epoch 1611 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 1425.67 ms
[2021-12-04 11:11:27 main:574] : INFO : Epoch 1612 | loss: 0.0311965 | val_loss: 0.0312051 | Time: 1459.39 ms
[2021-12-04 11:11:29 main:574] : INFO : Epoch 1613 | loss: 0.0311983 | val_loss: 0.0312068 | Time: 1429.19 ms
[2021-12-04 11:11:30 main:574] : INFO : Epoch 1614 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 1447.97 ms
[2021-12-04 11:11:32 main:574] : INFO : Epoch 1615 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 1390.15 ms
[2021-12-04 11:11:33 main:574] : INFO : Epoch 1616 | loss: 0.0311951 | val_loss: 0.0312051 | Time: 1439.96 ms
[2021-12-04 11:11:34 main:574] : INFO : Epoch 1617 | loss: 0.0311978 | val_loss: 0.0312026 | Time: 1418.09 ms
[2021-12-04 11:11:36 main:574] : INFO : Epoch 1618 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 1423.16 ms
[2021-12-04 11:11:37 main:574] : INFO : Epoch 1619 | loss: 0.0311963 | val_loss: 0.0312021 | Time: 1428.91 ms
[2021-12-04 11:11:39 main:574] : INFO : Epoch 1620 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 1388.25 ms
[2021-12-04 11:11:40 main:574] : INFO : Epoch 1621 | loss: 0.0311958 | val_loss: 0.031203 | Time: 1388.33 ms
[2021-12-04 11:11:42 main:574] : INFO : Epoch 1622 | loss: 0.0311976 | val_loss: 0.0312034 | Time: 1463.78 ms
[2021-12-04 11:11:43 main:574] : INFO : Epoch 1623 | loss: 0.0312009 | val_loss: 0.0312032 | Time: 1464.27 ms
[2021-12-04 11:11:44 main:574] : INFO : Epoch 1624 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 1449.05 ms
[2021-12-04 11:11:46 main:574] : INFO : Epoch 1625 | loss: 0.0311978 | val_loss: 0.0312014 | Time: 1431.36 ms
[2021-12-04 11:11:47 main:574] : INFO : Epoch 1626 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 1401.8 ms
[2021-12-04 11:11:49 main:574] : INFO : Epoch 1627 | loss: 0.0311975 | val_loss: 0.0312035 | Time: 1429.78 ms
[2021-12-04 11:11:50 main:574] : INFO : Epoch 1628 | loss: 0.0311994 | val_loss: 0.0312015 | Time: 1397.94 ms
[2021-12-04 11:11:52 main:574] : INFO : Epoch 1629 | loss: 0.0311958 | val_loss: 0.0312009 | Time: 1408.63 ms
[2021-12-04 11:11:53 main:574] : INFO : Epoch 1630 | loss: 0.0311952 | val_loss: 0.0312008 | Time: 1401.08 ms
[2021-12-04 11:11:54 main:574] : INFO : Epoch 1631 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 1428.81 ms
[2021-12-04 11:11:56 main:574] : INFO : Epoch 1632 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 1392.64 ms
[2021-12-04 11:11:57 main:574] : INFO : Epoch 1633 | loss: 0.0311958 | val_loss: 0.0311995 | Time: 1440.35 ms
[2021-12-04 11:11:59 main:574] : INFO : Epoch 1634 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 1455.54 ms
[2021-12-04 11:12:00 main:574] : INFO : Epoch 1635 | loss: 0.0311954 | val_loss: 0.0312 | Time: 1445.89 ms
[2021-12-04 11:12:02 main:574] : INFO : Epoch 1636 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 1442.28 ms
[2021-12-04 11:12:03 main:574] : INFO : Epoch 1637 | loss: 0.0311948 | val_loss: 0.0312053 | Time: 1444.59 ms
[2021-12-04 11:12:05 main:574] : INFO : Epoch 1638 | loss: 0.0311971 | val_loss: 0.0312029 | Time: 1418.86 ms
[2021-12-04 11:12:06 main:574] : INFO : Epoch 1639 | loss: 0.0311943 | val_loss: 0.0311988 | Time: 1416.3 ms
[2021-12-04 11:12:07 main:574] : INFO : Epoch 1640 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 1388.23 ms
[2021-12-04 11:12:09 main:574] : INFO : Epoch 1641 | loss: 0.0311929 | val_loss: 0.0311979 | Time: 1408.27 ms
[2021-12-04 11:12:10 main:574] : INFO : Epoch 1642 | loss: 0.0311933 | val_loss: 0.0312 | Time: 1440.26 ms
[2021-12-04 11:12:12 main:574] : INFO : Epoch 1643 | loss: 0.031195 | val_loss: 0.0312001 | Time: 1409.6 ms
[2021-12-04 11:12:13 main:574] : INFO : Epoch 1644 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 1462.97 ms
[2021-12-04 11:12:15 main:574] : INFO : Epoch 1645 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1443.7 ms
[2021-12-04 11:12:16 main:574] : INFO : Epoch 1646 | loss: 0.0311941 | val_loss: 0.0311997 | Time: 1436.05 ms
[2021-12-04 11:12:17 main:574] : INFO : Epoch 1647 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 1449.56 ms
[2021-12-04 11:12:19 main:574] : INFO : Epoch 1648 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 1440.29 ms
[2021-12-04 11:12:20 main:574] : INFO : Epoch 1649 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 1426.21 ms
[2021-12-04 11:12:22 main:574] : INFO : Epoch 1650 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 1472.24 ms
[2021-12-04 11:12:23 main:574] : INFO : Epoch 1651 | loss: 0.031197 | val_loss: 0.0312048 | Time: 1439.52 ms
[2021-12-04 11:12:25 main:574] : INFO : Epoch 1652 | loss: 0.0311979 | val_loss: 0.0312097 | Time: 1425.1 ms
[2021-12-04 11:12:26 main:574] : INFO : Epoch 1653 | loss: 0.0311973 | val_loss: 0.0312015 | Time: 1430.51 ms
[2021-12-04 11:12:28 main:574] : INFO : Epoch 1654 | loss: 0.0311932 | val_loss: 0.0311994 | Time: 1444.97 ms
[2021-12-04 11:12:29 main:574] : INFO : Epoch 1655 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 1421.34 ms
[2021-12-04 11:12:30 main:574] : INFO : Epoch 1656 | loss: 0.0311927 | val_loss: 0.0311981 | Time: 1451.86 ms
[2021-12-04 11:12:32 main:574] : INFO : Epoch 1657 | loss: 0.0311937 | val_loss: 0.031203 | Time: 1444.24 ms
[2021-12-04 11:12:33 main:574] : INFO : Epoch 1658 | loss: 0.031194 | val_loss: 0.0311974 | Time: 1423.66 ms
[2021-12-04 11:12:35 main:574] : INFO : Epoch 1659 | loss: 0.0311913 | val_loss: 0.0311982 | Time: 1458.34 ms
[2021-12-04 11:12:36 main:574] : INFO : Epoch 1660 | loss: 0.0311932 | val_loss: 0.031201 | Time: 1438.5 ms
[2021-12-04 11:12:38 main:574] : INFO : Epoch 1661 | loss: 0.0311941 | val_loss: 0.031198 | Time: 1444.15 ms
[2021-12-04 11:12:39 main:574] : INFO : Epoch 1662 | loss: 0.0311923 | val_loss: 0.0311971 | Time: 1432.33 ms
[2021-12-04 11:12:41 main:574] : INFO : Epoch 1663 | loss: 0.0311918 | val_loss: 0.0311984 | Time: 1444.3 ms
[2021-12-04 11:12:42 main:574] : INFO : Epoch 1664 | loss: 0.0311965 | val_loss: 0.0312041 | Time: 1426.8 ms
[2021-12-04 11:12:43 main:574] : INFO : Epoch 1665 | loss: 0.0311968 | val_loss: 0.0311995 | Time: 1426.38 ms
[2021-12-04 11:12:45 main:574] : INFO : Epoch 1666 | loss: 0.0311942 | val_loss: 0.031199 | Time: 1412.38 ms
[2021-12-04 11:12:46 main:574] : INFO : Epoch 1667 | loss: 0.0311929 | val_loss: 0.0311978 | Time: 1391.32 ms
[2021-12-04 11:12:48 main:574] : INFO : Epoch 1668 | loss: 0.0311929 | val_loss: 0.0311981 | Time: 1399.86 ms
[2021-12-04 11:12:49 main:574] : INFO : Epoch 1669 | loss: 0.0311925 | val_loss: 0.0311988 | Time: 1452.36 ms
[2021-12-04 11:12:51 main:574] : INFO : Epoch 1670 | loss: 0.0311925 | val_loss: 0.0311986 | Time: 1390.67 ms
[2021-12-04 11:12:52 main:574] : INFO : Epoch 1671 | loss: 0.0311932 | val_loss: 0.0312006 | Time: 1399.3 ms
[2021-12-04 11:12:53 main:574] : INFO : Epoch 1672 | loss: 0.0311938 | val_loss: 0.031198 | Time: 1438.43 ms
[2021-12-04 11:12:55 main:574] : INFO : Epoch 1673 | loss: 0.0311944 | val_loss: 0.0311987 | Time: 1415.52 ms
[2021-12-04 11:12:56 main:574] : INFO : Epoch 1674 | loss: 0.031193 | val_loss: 0.0311983 | Time: 1404.19 ms
[2021-12-04 11:12:58 main:574] : INFO : Epoch 1675 | loss: 0.0311939 | val_loss: 0.0312037 | Time: 1363.69 ms
[2021-12-04 11:12:59 main:574] : INFO : Epoch 1676 | loss: 0.031195 | val_loss: 0.0311983 | Time: 1434.16 ms
[2021-12-04 11:13:00 main:574] : INFO : Epoch 1677 | loss: 0.0311941 | val_loss: 0.0311977 | Time: 1394.63 ms
[2021-12-04 11:13:02 main:574] : INFO : Epoch 1678 | loss: 0.0311931 | val_loss: 0.0311978 | Time: 1437.72 ms
[2021-12-04 11:13:03 main:574] : INFO : Epoch 1679 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 1403.65 ms
[2021-12-04 11:13:05 main:574] : INFO : Epoch 1680 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 1431.09 ms
[2021-12-04 11:13:06 main:574] : INFO : Epoch 1681 | loss: 0.0311963 | val_loss: 0.0311983 | Time: 1407.51 ms
[2021-12-04 11:13:08 main:574] : INFO : Epoch 1682 | loss: 0.0311967 | val_loss: 0.031197 | Time: 1424.98 ms
[2021-12-04 11:13:09 main:574] : INFO : Epoch 1683 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 1420.1 ms
[2021-12-04 11:13:10 main:574] : INFO : Epoch 1684 | loss: 0.0311949 | val_loss: 0.0311977 | Time: 1436.36 ms
[2021-12-04 11:13:12 main:574] : INFO : Epoch 1685 | loss: 0.0311958 | val_loss: 0.0312033 | Time: 1441.52 ms
[2021-12-04 11:13:13 main:574] : INFO : Epoch 1686 | loss: 0.0311993 | val_loss: 0.0312041 | Time: 1388.1 ms
[2021-12-04 11:13:15 main:574] : INFO : Epoch 1687 | loss: 0.0311975 | val_loss: 0.0312043 | Time: 1413.19 ms
[2021-12-04 11:13:16 main:574] : INFO : Epoch 1688 | loss: 0.0311985 | val_loss: 0.0312005 | Time: 1387.8 ms
[2021-12-04 11:13:18 main:574] : INFO : Epoch 1689 | loss: 0.0311964 | val_loss: 0.031201 | Time: 1417.91 ms
[2021-12-04 11:13:19 main:574] : INFO : Epoch 1690 | loss: 0.0311981 | val_loss: 0.031203 | Time: 1428.2 ms
[2021-12-04 11:13:20 main:574] : INFO : Epoch 1691 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 1406.16 ms
[2021-12-04 11:13:22 main:574] : INFO : Epoch 1692 | loss: 0.0311963 | val_loss: 0.0312056 | Time: 1407.77 ms
[2021-12-04 11:13:23 main:574] : INFO : Epoch 1693 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 1467.02 ms
[2021-12-04 11:13:25 main:574] : INFO : Epoch 1694 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 1445.51 ms
[2021-12-04 11:13:26 main:574] : INFO : Epoch 1695 | loss: 0.0311944 | val_loss: 0.0312008 | Time: 1432.02 ms
[2021-12-04 11:13:28 main:574] : INFO : Epoch 1696 | loss: 0.0311953 | val_loss: 0.0312006 | Time: 1413.17 ms
[2021-12-04 11:13:29 main:574] : INFO : Epoch 1697 | loss: 0.0311951 | val_loss: 0.0312014 | Time: 1408.15 ms
[2021-12-04 11:13:30 main:574] : INFO : Epoch 1698 | loss: 0.0311956 | val_loss: 0.0312034 | Time: 1402.85 ms
[2021-12-04 11:13:32 main:574] : INFO : Epoch 1699 | loss: 0.0311955 | val_loss: 0.0312023 | Time: 1421.93 ms
[2021-12-04 11:13:33 main:574] : INFO : Epoch 1700 | loss: 0.031195 | val_loss: 0.0312001 | Time: 1411.65 ms
[2021-12-04 11:13:35 main:574] : INFO : Epoch 1701 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 1386.07 ms
[2021-12-04 11:13:36 main:574] : INFO : Epoch 1702 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 1404.3 ms
[2021-12-04 11:13:37 main:574] : INFO : Epoch 1703 | loss: 0.0311952 | val_loss: 0.0312004 | Time: 1390.78 ms
[2021-12-04 11:13:39 main:574] : INFO : Epoch 1704 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 1424.21 ms
[2021-12-04 11:13:40 main:574] : INFO : Epoch 1705 | loss: 0.031194 | val_loss: 0.0311997 | Time: 1425.88 ms
[2021-12-04 11:13:42 main:574] : INFO : Epoch 1706 | loss: 0.0311948 | val_loss: 0.0312004 | Time: 1465.87 ms
[2021-12-04 11:13:43 main:574] : INFO : Epoch 1707 | loss: 0.0311957 | val_loss: 0.0311996 | Time: 1426.64 ms
[2021-12-04 11:13:45 main:574] : INFO : Epoch 1708 | loss: 0.0311949 | val_loss: 0.0311984 | Time: 1375.95 ms
[2021-12-04 11:13:46 main:574] : INFO : Epoch 1709 | loss: 0.031194 | val_loss: 0.031199 | Time: 1437.5 ms
[2021-12-04 11:13:47 main:574] : INFO : Epoch 1710 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 1443.46 ms
[2021-12-04 11:13:49 main:574] : INFO : Epoch 1711 | loss: 0.0311962 | val_loss: 0.0312042 | Time: 1437.49 ms
[2021-12-04 11:13:50 main:574] : INFO : Epoch 1712 | loss: 0.0311947 | val_loss: 0.0312035 | Time: 1416.92 ms
[2021-12-04 11:13:52 main:574] : INFO : Epoch 1713 | loss: 0.0311972 | val_loss: 0.0312036 | Time: 1457.31 ms
[2021-12-04 11:13:53 main:574] : INFO : Epoch 1714 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 1458.59 ms
[2021-12-04 11:13:55 main:574] : INFO : Epoch 1715 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 1405.94 ms
[2021-12-04 11:13:56 main:574] : INFO : Epoch 1716 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 1369.59 ms
[2021-12-04 11:13:57 main:574] : INFO : Epoch 1717 | loss: 0.0311973 | val_loss: 0.0311997 | Time: 1395.26 ms
[2021-12-04 11:13:59 main:574] : INFO : Epoch 1718 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 1422.92 ms
[2021-12-04 11:14:00 main:574] : INFO : Epoch 1719 | loss: 0.0311969 | val_loss: 0.0311987 | Time: 1438.7 ms
[2021-12-04 11:14:02 main:574] : INFO : Epoch 1720 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 1421.72 ms
[2021-12-04 11:14:03 main:574] : INFO : Epoch 1721 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 1423.84 ms
[2021-12-04 11:14:05 main:574] : INFO : Epoch 1722 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1417.27 ms
[2021-12-04 11:14:06 main:574] : INFO : Epoch 1723 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 1415.38 ms
[2021-12-04 11:14:08 main:574] : INFO : Epoch 1724 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 1473.86 ms
[2021-12-04 11:14:09 main:574] : INFO : Epoch 1725 | loss: 0.0311948 | val_loss: 0.031197 | Time: 1427.34 ms
[2021-12-04 11:14:10 main:574] : INFO : Epoch 1726 | loss: 0.031196 | val_loss: 0.0312055 | Time: 1423.69 ms
[2021-12-04 11:14:12 main:574] : INFO : Epoch 1727 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 1395.6 ms
[2021-12-04 11:14:13 main:574] : INFO : Epoch 1728 | loss: 0.0311931 | val_loss: 0.0311983 | Time: 1399.77 ms
[2021-12-04 11:14:15 main:574] : INFO : Epoch 1729 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 1429.48 ms
[2021-12-04 11:14:16 main:574] : INFO : Epoch 1730 | loss: 0.0311957 | val_loss: 0.0311962 | Time: 1429.83 ms
[2021-12-04 11:14:17 main:574] : INFO : Epoch 1731 | loss: 0.0311949 | val_loss: 0.0311982 | Time: 1420.64 ms
[2021-12-04 11:14:19 main:574] : INFO : Epoch 1732 | loss: 0.0311958 | val_loss: 0.0312042 | Time: 1452.21 ms
[2021-12-04 11:14:20 main:574] : INFO : Epoch 1733 | loss: 0.0311988 | val_loss: 0.0312068 | Time: 1408.65 ms
[2021-12-04 11:14:22 main:574] : INFO : Epoch 1734 | loss: 0.0311999 | val_loss: 0.0312026 | Time: 1412.66 ms
[2021-12-04 11:14:23 main:574] : INFO : Epoch 1735 | loss: 0.0311959 | val_loss: 0.0312004 | Time: 1424.85 ms
[2021-12-04 11:14:25 main:574] : INFO : Epoch 1736 | loss: 0.031194 | val_loss: 0.0312003 | Time: 1413.67 ms
[2021-12-04 11:14:26 main:574] : INFO : Epoch 1737 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 1414.74 ms
[2021-12-04 11:14:27 main:574] : INFO : Epoch 1738 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 1443.83 ms
[2021-12-04 11:14:29 main:574] : INFO : Epoch 1739 | loss: 0.031196 | val_loss: 0.0312008 | Time: 1469.27 ms
[2021-12-04 11:14:30 main:574] : INFO : Epoch 1740 | loss: 0.0311952 | val_loss: 0.0311991 | Time: 1373.68 ms
[2021-12-04 11:14:32 main:574] : INFO : Epoch 1741 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 1402.44 ms
[2021-12-04 11:14:33 main:574] : INFO : Epoch 1742 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 1442.97 ms
[2021-12-04 11:14:35 main:574] : INFO : Epoch 1743 | loss: 0.0311949 | val_loss: 0.0312036 | Time: 1403.14 ms
[2021-12-04 11:14:36 main:574] : INFO : Epoch 1744 | loss: 0.0312003 | val_loss: 0.0312143 | Time: 1418.41 ms
[2021-12-04 11:14:37 main:574] : INFO : Epoch 1745 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 1376.58 ms
[2021-12-04 11:14:39 main:574] : INFO : Epoch 1746 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 1397.19 ms
[2021-12-04 11:14:40 main:574] : INFO : Epoch 1747 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 1466.73 ms
[2021-12-04 11:14:42 main:574] : INFO : Epoch 1748 | loss: 0.031195 | val_loss: 0.0311968 | Time: 1432.61 ms
[2021-12-04 11:14:43 main:574] : INFO : Epoch 1749 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 1407.54 ms
[2021-12-04 11:14:45 main:574] : INFO : Epoch 1750 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 1430.71 ms
[2021-12-04 11:14:46 main:574] : INFO : Epoch 1751 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 1433.54 ms
[2021-12-04 11:14:47 main:574] : INFO : Epoch 1752 | loss: 0.031197 | val_loss: 0.0312001 | Time: 1422.53 ms
[2021-12-04 11:14:49 main:574] : INFO : Epoch 1753 | loss: 0.0311974 | val_loss: 0.031198 | Time: 1418.05 ms
[2021-12-04 11:14:50 main:574] : INFO : Epoch 1754 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 1408.13 ms
[2021-12-04 11:14:52 main:574] : INFO : Epoch 1755 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 1419.57 ms
[2021-12-04 11:14:53 main:574] : INFO : Epoch 1756 | loss: 0.031194 | val_loss: 0.0311964 | Time: 1430.16 ms
[2021-12-04 11:14:55 main:574] : INFO : Epoch 1757 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 1396.74 ms
[2021-12-04 11:14:56 main:574] : INFO : Epoch 1758 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 1381.13 ms
[2021-12-04 11:14:57 main:574] : INFO : Epoch 1759 | loss: 0.0311933 | val_loss: 0.0311966 | Time: 1397.68 ms
[2021-12-04 11:14:59 main:574] : INFO : Epoch 1760 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 1375.91 ms
[2021-12-04 11:15:00 main:574] : INFO : Epoch 1761 | loss: 0.0311948 | val_loss: 0.031196 | Time: 1393.66 ms
[2021-12-04 11:15:02 main:574] : INFO : Epoch 1762 | loss: 0.0311964 | val_loss: 0.031199 | Time: 1421 ms
[2021-12-04 11:15:03 main:574] : INFO : Epoch 1763 | loss: 0.0311947 | val_loss: 0.0311956 | Time: 1395.94 ms
[2021-12-04 11:15:04 main:574] : INFO : Epoch 1764 | loss: 0.031194 | val_loss: 0.0311988 | Time: 1445.91 ms
[2021-12-04 11:15:06 main:574] : INFO : Epoch 1765 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 1454.31 ms
[2021-12-04 11:15:07 main:574] : INFO : Epoch 1766 | loss: 0.0311934 | val_loss: 0.0311976 | Time: 1439.81 ms
[2021-12-04 11:15:09 main:574] : INFO : Epoch 1767 | loss: 0.0311931 | val_loss: 0.0311955 | Time: 1412.26 ms
[2021-12-04 11:15:10 main:574] : INFO : Epoch 1768 | loss: 0.0311963 | val_loss: 0.031199 | Time: 1408.87 ms
[2021-12-04 11:15:12 main:574] : INFO : Epoch 1769 | loss: 0.0311967 | val_loss: 0.0311988 | Time: 1407.53 ms
[2021-12-04 11:15:13 main:574] : INFO : Epoch 1770 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 1450.29 ms
[2021-12-04 11:15:15 main:574] : INFO : Epoch 1771 | loss: 0.0311951 | val_loss: 0.0311967 | Time: 1450.9 ms
[2021-12-04 11:15:16 main:574] : INFO : Epoch 1772 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 1449.7 ms
[2021-12-04 11:15:17 main:574] : INFO : Epoch 1773 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1387.9 ms
[2021-12-04 11:15:19 main:574] : INFO : Epoch 1774 | loss: 0.0311948 | val_loss: 0.0311974 | Time: 1399.3 ms
[2021-12-04 11:15:20 main:574] : INFO : Epoch 1775 | loss: 0.031194 | val_loss: 0.0311986 | Time: 1387.65 ms
[2021-12-04 11:15:22 main:574] : INFO : Epoch 1776 | loss: 0.0311951 | val_loss: 0.0311963 | Time: 1407.01 ms
[2021-12-04 11:15:23 main:574] : INFO : Epoch 1777 | loss: 0.0311977 | val_loss: 0.0311952 | Time: 1451.8 ms
[2021-12-04 11:15:24 main:574] : INFO : Epoch 1778 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 1419.59 ms
[2021-12-04 11:15:26 main:574] : INFO : Epoch 1779 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 1430 ms
[2021-12-04 11:15:27 main:574] : INFO : Epoch 1780 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 1428.69 ms
[2021-12-04 11:15:29 main:574] : INFO : Epoch 1781 | loss: 0.031196 | val_loss: 0.0311975 | Time: 1437.75 ms
[2021-12-04 11:15:30 main:574] : INFO : Epoch 1782 | loss: 0.031196 | val_loss: 0.0312001 | Time: 1410.85 ms
[2021-12-04 11:15:32 main:574] : INFO : Epoch 1783 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 1433.5 ms
[2021-12-04 11:15:33 main:574] : INFO : Epoch 1784 | loss: 0.0311962 | val_loss: 0.0311979 | Time: 1438.73 ms
[2021-12-04 11:15:34 main:574] : INFO : Epoch 1785 | loss: 0.0311962 | val_loss: 0.0312063 | Time: 1376.44 ms
[2021-12-04 11:15:36 main:574] : INFO : Epoch 1786 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 1398.26 ms
[2021-12-04 11:15:37 main:574] : INFO : Epoch 1787 | loss: 0.031195 | val_loss: 0.0311977 | Time: 1404.8 ms
[2021-12-04 11:15:39 main:574] : INFO : Epoch 1788 | loss: 0.0311956 | val_loss: 0.0312005 | Time: 1410.6 ms
[2021-12-04 11:15:40 main:574] : INFO : Epoch 1789 | loss: 0.0311939 | val_loss: 0.0312007 | Time: 1384.52 ms
[2021-12-04 11:15:41 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 1388.6 ms
[2021-12-04 11:15:43 main:574] : INFO : Epoch 1791 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 1401.3 ms
[2021-12-04 11:15:44 main:574] : INFO : Epoch 1792 | loss: 0.031192 | val_loss: 0.0311973 | Time: 1411.22 ms
[2021-12-04 11:15:46 main:574] : INFO : Epoch 1793 | loss: 0.0311926 | val_loss: 0.031198 | Time: 1354.7 ms
[2021-12-04 11:15:47 main:574] : INFO : Epoch 1794 | loss: 0.0311939 | val_loss: 0.0312002 | Time: 1396.8 ms
[2021-12-04 11:15:48 main:574] : INFO : Epoch 1795 | loss: 0.031194 | val_loss: 0.0312014 | Time: 1411.92 ms
[2021-12-04 11:15:50 main:574] : INFO : Epoch 1796 | loss: 0.0311955 | val_loss: 0.0312005 | Time: 1389.2 ms
[2021-12-04 11:15:51 main:574] : INFO : Epoch 1797 | loss: 0.0311944 | val_loss: 0.0312028 | Time: 1436.71 ms
[2021-12-04 11:15:53 main:574] : INFO : Epoch 1798 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 1417.79 ms
[2021-12-04 11:15:54 main:574] : INFO : Epoch 1799 | loss: 0.0311929 | val_loss: 0.031196 | Time: 1427.43 ms
[2021-12-04 11:15:56 main:574] : INFO : Epoch 1800 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 1431.16 ms
[2021-12-04 11:15:57 main:574] : INFO : Epoch 1801 | loss: 0.0311925 | val_loss: 0.0311973 | Time: 1407.5 ms
[2021-12-04 11:15:58 main:574] : INFO : Epoch 1802 | loss: 0.0311935 | val_loss: 0.0311956 | Time: 1381.4 ms
[2021-12-04 11:16:00 main:574] : INFO : Epoch 1803 | loss: 0.0312023 | val_loss: 0.0312146 | Time: 1401.06 ms
[2021-12-04 11:16:01 main:574] : INFO : Epoch 1804 | loss: 0.0312051 | val_loss: 0.0312048 | Time: 1416.04 ms
[2021-12-04 11:16:03 main:574] : INFO : Epoch 1805 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 1396.77 ms
[2021-12-04 11:16:04 main:574] : INFO : Epoch 1806 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 1377.73 ms
[2021-12-04 11:16:05 main:574] : INFO : Epoch 1807 | loss: 0.0311937 | val_loss: 0.0311983 | Time: 1399.91 ms
[2021-12-04 11:16:07 main:574] : INFO : Epoch 1808 | loss: 0.0311934 | val_loss: 0.0311986 | Time: 1415.33 ms
[2021-12-04 11:16:08 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.0312002 | Time: 1370.62 ms
[2021-12-04 11:16:10 main:574] : INFO : Epoch 1810 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 1420.62 ms
[2021-12-04 11:16:11 main:574] : INFO : Epoch 1811 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 1437.66 ms
[2021-12-04 11:16:13 main:574] : INFO : Epoch 1812 | loss: 0.0311927 | val_loss: 0.0311994 | Time: 1412.07 ms
[2021-12-04 11:16:14 main:574] : INFO : Epoch 1813 | loss: 0.0311912 | val_loss: 0.0311978 | Time: 1447.45 ms
[2021-12-04 11:16:15 main:574] : INFO : Epoch 1814 | loss: 0.0311909 | val_loss: 0.0311983 | Time: 1404.88 ms
[2021-12-04 11:16:17 main:574] : INFO : Epoch 1815 | loss: 0.0311915 | val_loss: 0.0311992 | Time: 1387.31 ms
[2021-12-04 11:16:18 main:574] : INFO : Epoch 1816 | loss: 0.031192 | val_loss: 0.0311979 | Time: 1418.98 ms
[2021-12-04 11:16:20 main:574] : INFO : Epoch 1817 | loss: 0.0311908 | val_loss: 0.0311968 | Time: 1406.09 ms
[2021-12-04 11:16:21 main:574] : INFO : Epoch 1818 | loss: 0.0311919 | val_loss: 0.0311963 | Time: 1431.4 ms
[2021-12-04 11:16:22 main:574] : INFO : Epoch 1819 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 1396.46 ms
[2021-12-04 11:16:24 main:574] : INFO : Epoch 1820 | loss: 0.0311911 | val_loss: 0.031196 | Time: 1399.26 ms
[2021-12-04 11:16:25 main:574] : INFO : Epoch 1821 | loss: 0.0311916 | val_loss: 0.0311992 | Time: 1472.4 ms
[2021-12-04 11:16:27 main:574] : INFO : Epoch 1822 | loss: 0.0311906 | val_loss: 0.0311969 | Time: 1417.71 ms
[2021-12-04 11:16:28 main:574] : INFO : Epoch 1823 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 1403.82 ms
[2021-12-04 11:16:30 main:574] : INFO : Epoch 1824 | loss: 0.0311908 | val_loss: 0.0311978 | Time: 1405.47 ms
[2021-12-04 11:16:31 main:574] : INFO : Epoch 1825 | loss: 0.0311916 | val_loss: 0.0312026 | Time: 1465.86 ms
[2021-12-04 11:16:33 main:574] : INFO : Epoch 1826 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 1444.27 ms
[2021-12-04 11:16:34 main:574] : INFO : Epoch 1827 | loss: 0.0311907 | val_loss: 0.031196 | Time: 1386.73 ms
[2021-12-04 11:16:35 main:574] : INFO : Epoch 1828 | loss: 0.0311904 | val_loss: 0.031196 | Time: 1420.24 ms
[2021-12-04 11:16:37 main:574] : INFO : Epoch 1829 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 1405.85 ms
[2021-12-04 11:16:38 main:574] : INFO : Epoch 1830 | loss: 0.0311914 | val_loss: 0.031197 | Time: 1415.08 ms
[2021-12-04 11:16:40 main:574] : INFO : Epoch 1831 | loss: 0.0311914 | val_loss: 0.0311956 | Time: 1399.12 ms
[2021-12-04 11:16:41 main:574] : INFO : Epoch 1832 | loss: 0.0311906 | val_loss: 0.0311951 | Time: 1430.42 ms
[2021-12-04 11:16:42 main:574] : INFO : Epoch 1833 | loss: 0.0311903 | val_loss: 0.0311964 | Time: 1421.57 ms
[2021-12-04 11:16:44 main:574] : INFO : Epoch 1834 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 1440.26 ms
[2021-12-04 11:16:45 main:574] : INFO : Epoch 1835 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1406.27 ms
[2021-12-04 11:16:47 main:574] : INFO : Epoch 1836 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 1393.36 ms
[2021-12-04 11:16:48 main:574] : INFO : Epoch 1837 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 1450.6 ms
[2021-12-04 11:16:50 main:574] : INFO : Epoch 1838 | loss: 0.0311911 | val_loss: 0.031196 | Time: 1398.09 ms
[2021-12-04 11:16:51 main:574] : INFO : Epoch 1839 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 1459.61 ms
[2021-12-04 11:16:52 main:574] : INFO : Epoch 1840 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 1389.38 ms
[2021-12-04 11:16:54 main:574] : INFO : Epoch 1841 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 1439.03 ms
[2021-12-04 11:16:55 main:574] : INFO : Epoch 1842 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 1395.89 ms
[2021-12-04 11:16:57 main:574] : INFO : Epoch 1843 | loss: 0.0311902 | val_loss: 0.0311952 | Time: 1418.32 ms
[2021-12-04 11:16:58 main:574] : INFO : Epoch 1844 | loss: 0.0311895 | val_loss: 0.0311971 | Time: 1391.12 ms
[2021-12-04 11:17:00 main:574] : INFO : Epoch 1845 | loss: 0.0311888 | val_loss: 0.0311957 | Time: 1405.1 ms
[2021-12-04 11:17:01 main:574] : INFO : Epoch 1846 | loss: 0.03119 | val_loss: 0.0311975 | Time: 1431.85 ms
[2021-12-04 11:17:02 main:574] : INFO : Epoch 1847 | loss: 0.0311954 | val_loss: 0.0312022 | Time: 1433.76 ms
[2021-12-04 11:17:04 main:574] : INFO : Epoch 1848 | loss: 0.0311918 | val_loss: 0.0312024 | Time: 1416.82 ms
[2021-12-04 11:17:05 main:574] : INFO : Epoch 1849 | loss: 0.03119 | val_loss: 0.0311956 | Time: 1393.82 ms
[2021-12-04 11:17:07 main:574] : INFO : Epoch 1850 | loss: 0.0311887 | val_loss: 0.0311994 | Time: 1418.92 ms
[2021-12-04 11:17:08 main:574] : INFO : Epoch 1851 | loss: 0.0311879 | val_loss: 0.031196 | Time: 1426.9 ms
[2021-12-04 11:17:10 main:574] : INFO : Epoch 1852 | loss: 0.0311891 | val_loss: 0.0311989 | Time: 1451.11 ms
[2021-12-04 11:17:11 main:574] : INFO : Epoch 1853 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 1414.25 ms
[2021-12-04 11:17:12 main:574] : INFO : Epoch 1854 | loss: 0.0311895 | val_loss: 0.0311966 | Time: 1382.3 ms
[2021-12-04 11:17:14 main:574] : INFO : Epoch 1855 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 1423.34 ms
[2021-12-04 11:17:15 main:574] : INFO : Epoch 1856 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 1395.93 ms
[2021-12-04 11:17:17 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0312004 | Time: 1439.48 ms
[2021-12-04 11:17:18 main:574] : INFO : Epoch 1858 | loss: 0.0311878 | val_loss: 0.0311955 | Time: 1418.16 ms
[2021-12-04 11:17:19 main:574] : INFO : Epoch 1859 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 1389.06 ms
[2021-12-04 11:17:21 main:574] : INFO : Epoch 1860 | loss: 0.0311883 | val_loss: 0.0311976 | Time: 1437.61 ms
[2021-12-04 11:17:22 main:574] : INFO : Epoch 1861 | loss: 0.0311872 | val_loss: 0.0311942 | Time: 1435.92 ms
[2021-12-04 11:17:24 main:574] : INFO : Epoch 1862 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1412.04 ms
[2021-12-04 11:17:25 main:574] : INFO : Epoch 1863 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 1403.76 ms
[2021-12-04 11:17:27 main:574] : INFO : Epoch 1864 | loss: 0.0311873 | val_loss: 0.031195 | Time: 1386.09 ms
[2021-12-04 11:17:28 main:574] : INFO : Epoch 1865 | loss: 0.0311893 | val_loss: 0.0311972 | Time: 1391.98 ms
[2021-12-04 11:17:29 main:574] : INFO : Epoch 1866 | loss: 0.0311869 | val_loss: 0.0311984 | Time: 1404.24 ms
[2021-12-04 11:17:31 main:574] : INFO : Epoch 1867 | loss: 0.0311867 | val_loss: 0.0311965 | Time: 1414.36 ms
[2021-12-04 11:17:32 main:574] : INFO : Epoch 1868 | loss: 0.0311869 | val_loss: 0.0311968 | Time: 1407.6 ms
[2021-12-04 11:17:34 main:574] : INFO : Epoch 1869 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 1428.53 ms
[2021-12-04 11:17:35 main:574] : INFO : Epoch 1870 | loss: 0.0311869 | val_loss: 0.0311973 | Time: 1433.97 ms
[2021-12-04 11:17:37 main:574] : INFO : Epoch 1871 | loss: 0.0311879 | val_loss: 0.031198 | Time: 1484.02 ms
[2021-12-04 11:17:38 main:574] : INFO : Epoch 1872 | loss: 0.0311886 | val_loss: 0.0311981 | Time: 1445.48 ms
[2021-12-04 11:17:39 main:574] : INFO : Epoch 1873 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 1449.05 ms
[2021-12-04 11:17:41 main:574] : INFO : Epoch 1874 | loss: 0.0311868 | val_loss: 0.0311951 | Time: 1420.27 ms
[2021-12-04 11:17:42 main:574] : INFO : Epoch 1875 | loss: 0.031187 | val_loss: 0.0311951 | Time: 1407.26 ms
[2021-12-04 11:17:44 main:574] : INFO : Epoch 1876 | loss: 0.0311859 | val_loss: 0.0311951 | Time: 1413.88 ms
[2021-12-04 11:17:45 main:574] : INFO : Epoch 1877 | loss: 0.0311865 | val_loss: 0.0311955 | Time: 1372.13 ms
[2021-12-04 11:17:47 main:574] : INFO : Epoch 1878 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 1411.73 ms
[2021-12-04 11:17:48 main:574] : INFO : Epoch 1879 | loss: 0.0311869 | val_loss: 0.0311968 | Time: 1396.93 ms
[2021-12-04 11:17:49 main:574] : INFO : Epoch 1880 | loss: 0.0311894 | val_loss: 0.0311995 | Time: 1419.45 ms
[2021-12-04 11:17:51 main:574] : INFO : Epoch 1881 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 1387.22 ms
[2021-12-04 11:17:52 main:574] : INFO : Epoch 1882 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 1403.36 ms
[2021-12-04 11:17:54 main:574] : INFO : Epoch 1883 | loss: 0.0311875 | val_loss: 0.0311965 | Time: 1423.12 ms
[2021-12-04 11:17:55 main:574] : INFO : Epoch 1884 | loss: 0.0311862 | val_loss: 0.0311971 | Time: 1456.27 ms
[2021-12-04 11:17:56 main:574] : INFO : Epoch 1885 | loss: 0.0311858 | val_loss: 0.0311948 | Time: 1425.55 ms
[2021-12-04 11:17:58 main:574] : INFO : Epoch 1886 | loss: 0.0311864 | val_loss: 0.0311962 | Time: 1441.52 ms
[2021-12-04 11:17:59 main:574] : INFO : Epoch 1887 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 1436.25 ms
[2021-12-04 11:18:01 main:574] : INFO : Epoch 1888 | loss: 0.031187 | val_loss: 0.0311949 | Time: 1408.31 ms
[2021-12-04 11:18:02 main:574] : INFO : Epoch 1889 | loss: 0.0311876 | val_loss: 0.0311947 | Time: 1401.75 ms
[2021-12-04 11:18:04 main:574] : INFO : Epoch 1890 | loss: 0.0311871 | val_loss: 0.031194 | Time: 1427.95 ms
[2021-12-04 11:18:05 main:574] : INFO : Epoch 1891 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 1443.72 ms
[2021-12-04 11:18:07 main:574] : INFO : Epoch 1892 | loss: 0.0311876 | val_loss: 0.0311953 | Time: 1435.77 ms
[2021-12-04 11:18:08 main:574] : INFO : Epoch 1893 | loss: 0.0311893 | val_loss: 0.0311953 | Time: 1426.13 ms
[2021-12-04 11:18:09 main:574] : INFO : Epoch 1894 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 1440.62 ms
[2021-12-04 11:18:11 main:574] : INFO : Epoch 1895 | loss: 0.0311876 | val_loss: 0.0311953 | Time: 1416.48 ms
[2021-12-04 11:18:12 main:574] : INFO : Epoch 1896 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 1435.99 ms
[2021-12-04 11:18:14 main:574] : INFO : Epoch 1897 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 1422.2 ms
[2021-12-04 11:18:15 main:574] : INFO : Epoch 1898 | loss: 0.0311866 | val_loss: 0.0311947 | Time: 1401.73 ms
[2021-12-04 11:18:17 main:574] : INFO : Epoch 1899 | loss: 0.0311875 | val_loss: 0.0311985 | Time: 1418.36 ms
[2021-12-04 11:18:18 main:574] : INFO : Epoch 1900 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 1397.66 ms
[2021-12-04 11:18:19 main:574] : INFO : Epoch 1901 | loss: 0.0311893 | val_loss: 0.0311955 | Time: 1432.71 ms
[2021-12-04 11:18:21 main:574] : INFO : Epoch 1902 | loss: 0.031188 | val_loss: 0.0311961 | Time: 1411.54 ms
[2021-12-04 11:18:22 main:574] : INFO : Epoch 1903 | loss: 0.031188 | val_loss: 0.0311972 | Time: 1402.25 ms
[2021-12-04 11:18:24 main:574] : INFO : Epoch 1904 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 1459.82 ms
[2021-12-04 11:18:25 main:574] : INFO : Epoch 1905 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 1429.09 ms
[2021-12-04 11:18:27 main:574] : INFO : Epoch 1906 | loss: 0.0311907 | val_loss: 0.0312025 | Time: 1476.69 ms
[2021-12-04 11:18:28 main:574] : INFO : Epoch 1907 | loss: 0.031192 | val_loss: 0.0311961 | Time: 1456.37 ms
[2021-12-04 11:18:29 main:574] : INFO : Epoch 1908 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 1409.49 ms
[2021-12-04 11:18:31 main:574] : INFO : Epoch 1909 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 1421.29 ms
[2021-12-04 11:18:32 main:574] : INFO : Epoch 1910 | loss: 0.0311891 | val_loss: 0.031197 | Time: 1408.85 ms
[2021-12-04 11:18:34 main:574] : INFO : Epoch 1911 | loss: 0.031188 | val_loss: 0.0311994 | Time: 1429.11 ms
[2021-12-04 11:18:35 main:574] : INFO : Epoch 1912 | loss: 0.0311888 | val_loss: 0.0311966 | Time: 1432.68 ms
[2021-12-04 11:18:37 main:574] : INFO : Epoch 1913 | loss: 0.031189 | val_loss: 0.0312 | Time: 1413.45 ms
[2021-12-04 11:18:38 main:574] : INFO : Epoch 1914 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 1411.56 ms
[2021-12-04 11:18:39 main:574] : INFO : Epoch 1915 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 1393.85 ms
[2021-12-04 11:18:41 main:574] : INFO : Epoch 1916 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 1441.1 ms
[2021-12-04 11:18:42 main:574] : INFO : Epoch 1917 | loss: 0.0311871 | val_loss: 0.0311953 | Time: 1406.67 ms
[2021-12-04 11:18:44 main:574] : INFO : Epoch 1918 | loss: 0.0311871 | val_loss: 0.0312001 | Time: 1447.88 ms
[2021-12-04 11:18:45 main:574] : INFO : Epoch 1919 | loss: 0.0311873 | val_loss: 0.0311947 | Time: 1457.28 ms
[2021-12-04 11:18:47 main:574] : INFO : Epoch 1920 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 1439.05 ms
[2021-12-04 11:18:48 main:574] : INFO : Epoch 1921 | loss: 0.0311874 | val_loss: 0.0311971 | Time: 1411.03 ms
[2021-12-04 11:18:49 main:574] : INFO : Epoch 1922 | loss: 0.0311881 | val_loss: 0.0311937 | Time: 1382.96 ms
[2021-12-04 11:18:51 main:574] : INFO : Epoch 1923 | loss: 0.0311867 | val_loss: 0.0311965 | Time: 1433.28 ms
[2021-12-04 11:18:52 main:574] : INFO : Epoch 1924 | loss: 0.031186 | val_loss: 0.0311937 | Time: 1399.14 ms
[2021-12-04 11:18:54 main:574] : INFO : Epoch 1925 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 1404.44 ms
[2021-12-04 11:18:55 main:574] : INFO : Epoch 1926 | loss: 0.0311883 | val_loss: 0.0311986 | Time: 1370.44 ms
[2021-12-04 11:18:57 main:574] : INFO : Epoch 1927 | loss: 0.0311897 | val_loss: 0.0311959 | Time: 1426.98 ms
[2021-12-04 11:18:58 main:574] : INFO : Epoch 1928 | loss: 0.0311857 | val_loss: 0.0311954 | Time: 1407.59 ms
[2021-12-04 11:18:59 main:574] : INFO : Epoch 1929 | loss: 0.0311856 | val_loss: 0.0311946 | Time: 1396.26 ms
[2021-12-04 11:19:01 main:574] : INFO : Epoch 1930 | loss: 0.0311874 | val_loss: 0.0311932 | Time: 1367.32 ms
[2021-12-04 11:19:02 main:574] : INFO : Epoch 1931 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 1391.65 ms
[2021-12-04 11:19:04 main:574] : INFO : Epoch 1932 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 1430.9 ms
[2021-12-04 11:19:05 main:574] : INFO : Epoch 1933 | loss: 0.0311903 | val_loss: 0.0311947 | Time: 1449.45 ms
[2021-12-04 11:19:06 main:574] : INFO : Epoch 1934 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 1423.89 ms
[2021-12-04 11:19:08 main:574] : INFO : Epoch 1935 | loss: 0.0311901 | val_loss: 0.031196 | Time: 1424.17 ms
[2021-12-04 11:19:09 main:574] : INFO : Epoch 1936 | loss: 0.03119 | val_loss: 0.0311944 | Time: 1444.8 ms
[2021-12-04 11:19:11 main:574] : INFO : Epoch 1937 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 1396.71 ms
[2021-12-04 11:19:12 main:574] : INFO : Epoch 1938 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 1398.5 ms
[2021-12-04 11:19:14 main:574] : INFO : Epoch 1939 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 1444.19 ms
[2021-12-04 11:19:15 main:574] : INFO : Epoch 1940 | loss: 0.0311892 | val_loss: 0.0311953 | Time: 1394.38 ms
[2021-12-04 11:19:16 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 1383.32 ms
[2021-12-04 11:19:18 main:574] : INFO : Epoch 1942 | loss: 0.0311893 | val_loss: 0.0312015 | Time: 1411.35 ms
[2021-12-04 11:19:19 main:574] : INFO : Epoch 1943 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 1426.91 ms
[2021-12-04 11:19:21 main:574] : INFO : Epoch 1944 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 1372.52 ms
[2021-12-04 11:19:22 main:574] : INFO : Epoch 1945 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 1394.39 ms
[2021-12-04 11:19:23 main:574] : INFO : Epoch 1946 | loss: 0.0311894 | val_loss: 0.031194 | Time: 1397.18 ms
[2021-12-04 11:19:25 main:574] : INFO : Epoch 1947 | loss: 0.0311904 | val_loss: 0.0311957 | Time: 1453.69 ms
[2021-12-04 11:19:26 main:574] : INFO : Epoch 1948 | loss: 0.0311889 | val_loss: 0.0311957 | Time: 1395.36 ms
[2021-12-04 11:19:28 main:574] : INFO : Epoch 1949 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1405.95 ms
[2021-12-04 11:19:29 main:574] : INFO : Epoch 1950 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1395.65 ms
[2021-12-04 11:19:30 main:574] : INFO : Epoch 1951 | loss: 0.0311889 | val_loss: 0.0311936 | Time: 1393.24 ms
[2021-12-04 11:19:32 main:574] : INFO : Epoch 1952 | loss: 0.0311931 | val_loss: 0.0312012 | Time: 1445.26 ms
[2021-12-04 11:19:33 main:574] : INFO : Epoch 1953 | loss: 0.0311895 | val_loss: 0.0311979 | Time: 1396.34 ms
[2021-12-04 11:19:35 main:574] : INFO : Epoch 1954 | loss: 0.0311885 | val_loss: 0.0311976 | Time: 1415.98 ms
[2021-12-04 11:19:36 main:574] : INFO : Epoch 1955 | loss: 0.0311887 | val_loss: 0.031195 | Time: 1423.05 ms
[2021-12-04 11:19:38 main:574] : INFO : Epoch 1956 | loss: 0.0311908 | val_loss: 0.0312106 | Time: 1412.3 ms
[2021-12-04 11:19:39 main:574] : INFO : Epoch 1957 | loss: 0.0312021 | val_loss: 0.0312514 | Time: 1416.82 ms
[2021-12-04 11:19:40 main:574] : INFO : Epoch 1958 | loss: 0.0413378 | val_loss: 0.073475 | Time: 1369.43 ms
[2021-12-04 11:19:42 main:574] : INFO : Epoch 1959 | loss: 0.0376892 | val_loss: 0.031683 | Time: 1420.48 ms
[2021-12-04 11:19:43 main:574] : INFO : Epoch 1960 | loss: 0.0317984 | val_loss: 0.0314402 | Time: 1423.54 ms
[2021-12-04 11:19:45 main:574] : INFO : Epoch 1961 | loss: 0.0313153 | val_loss: 0.0312305 | Time: 1406.16 ms
[2021-12-04 11:19:46 main:574] : INFO : Epoch 1962 | loss: 0.0312365 | val_loss: 0.0312246 | Time: 1407.87 ms
[2021-12-04 11:19:47 main:574] : INFO : Epoch 1963 | loss: 0.0312183 | val_loss: 0.0312166 | Time: 1399.22 ms
[2021-12-04 11:19:49 main:574] : INFO : Epoch 1964 | loss: 0.0312136 | val_loss: 0.0312134 | Time: 1425.35 ms
[2021-12-04 11:19:50 main:574] : INFO : Epoch 1965 | loss: 0.0312114 | val_loss: 0.0312116 | Time: 1432.34 ms
[2021-12-04 11:19:52 main:574] : INFO : Epoch 1966 | loss: 0.0312096 | val_loss: 0.0312108 | Time: 1404.89 ms
[2021-12-04 11:19:53 main:574] : INFO : Epoch 1967 | loss: 0.0312088 | val_loss: 0.0312091 | Time: 1403.56 ms
[2021-12-04 11:19:55 main:574] : INFO : Epoch 1968 | loss: 0.0312075 | val_loss: 0.0312077 | Time: 1384.65 ms
[2021-12-04 11:19:56 main:574] : INFO : Epoch 1969 | loss: 0.0312068 | val_loss: 0.0312078 | Time: 1372.41 ms
[2021-12-04 11:19:57 main:574] : INFO : Epoch 1970 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 1358.83 ms
[2021-12-04 11:19:59 main:574] : INFO : Epoch 1971 | loss: 0.0312064 | val_loss: 0.0312067 | Time: 1398.53 ms
[2021-12-04 11:20:00 main:574] : INFO : Epoch 1972 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 1379.95 ms
[2021-12-04 11:20:01 main:574] : INFO : Epoch 1973 | loss: 0.0312062 | val_loss: 0.0312075 | Time: 1398.96 ms
[2021-12-04 11:20:03 main:574] : INFO : Epoch 1974 | loss: 0.0312077 | val_loss: 0.0312121 | Time: 1359.19 ms
[2021-12-04 11:20:04 main:574] : INFO : Epoch 1975 | loss: 0.0312085 | val_loss: 0.0312122 | Time: 1399.67 ms
[2021-12-04 11:20:06 main:574] : INFO : Epoch 1976 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 1430.07 ms
[2021-12-04 11:20:07 main:574] : INFO : Epoch 1977 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 1446.97 ms
[2021-12-04 11:20:09 main:574] : INFO : Epoch 1978 | loss: 0.031207 | val_loss: 0.0312069 | Time: 1468.85 ms
[2021-12-04 11:20:10 main:574] : INFO : Epoch 1979 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 1439.65 ms
[2021-12-04 11:20:12 main:574] : INFO : Epoch 1980 | loss: 0.0312066 | val_loss: 0.0312072 | Time: 1444.09 ms
[2021-12-04 11:20:13 main:574] : INFO : Epoch 1981 | loss: 0.0312057 | val_loss: 0.0312061 | Time: 1391.08 ms
[2021-12-04 11:20:14 main:574] : INFO : Epoch 1982 | loss: 0.0312061 | val_loss: 0.0312059 | Time: 1380.55 ms
[2021-12-04 11:20:16 main:574] : INFO : Epoch 1983 | loss: 0.0312059 | val_loss: 0.0312059 | Time: 1427.04 ms
[2021-12-04 11:20:17 main:574] : INFO : Epoch 1984 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 1379.14 ms
[2021-12-04 11:20:19 main:574] : INFO : Epoch 1985 | loss: 0.031206 | val_loss: 0.0312068 | Time: 1394.81 ms
[2021-12-04 11:20:20 main:574] : INFO : Epoch 1986 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 1414.18 ms
[2021-12-04 11:20:21 main:574] : INFO : Epoch 1987 | loss: 0.0312061 | val_loss: 0.031206 | Time: 1409.3 ms
[2021-12-04 11:20:23 main:574] : INFO : Epoch 1988 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 1401.83 ms
[2021-12-04 11:20:24 main:574] : INFO : Epoch 1989 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 1372.99 ms
[2021-12-04 11:20:26 main:574] : INFO : Epoch 1990 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1386.7 ms
[2021-12-04 11:20:27 main:574] : INFO : Epoch 1991 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1403.05 ms
[2021-12-04 11:20:28 main:574] : INFO : Epoch 1992 | loss: 0.0312041 | val_loss: 0.0312066 | Time: 1415.26 ms
[2021-12-04 11:20:30 main:574] : INFO : Epoch 1993 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 1436.32 ms
[2021-12-04 11:20:31 main:574] : INFO : Epoch 1994 | loss: 0.0312045 | val_loss: 0.0312064 | Time: 1416.68 ms
[2021-12-04 11:20:33 main:574] : INFO : Epoch 1995 | loss: 0.0312048 | val_loss: 0.0312076 | Time: 1411.91 ms
[2021-12-04 11:20:34 main:574] : INFO : Epoch 1996 | loss: 0.0312047 | val_loss: 0.0312059 | Time: 1420.59 ms
[2021-12-04 11:20:36 main:574] : INFO : Epoch 1997 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 1452.62 ms
[2021-12-04 11:20:37 main:574] : INFO : Epoch 1998 | loss: 0.031204 | val_loss: 0.0312069 | Time: 1365.61 ms
[2021-12-04 11:20:38 main:574] : INFO : Epoch 1999 | loss: 0.031205 | val_loss: 0.0312059 | Time: 1412.26 ms
[2021-12-04 11:20:40 main:574] : INFO : Epoch 2000 | loss: 0.0312065 | val_loss: 0.0312039 | Time: 1431 ms
[2021-12-04 11:20:41 main:574] : INFO : Epoch 2001 | loss: 0.0312042 | val_loss: 0.0312042 | Time: 1490.58 ms
[2021-12-04 11:20:43 main:574] : INFO : Epoch 2002 | loss: 0.0312037 | val_loss: 0.031205 | Time: 1412.78 ms
[2021-12-04 11:20:44 main:574] : INFO : Epoch 2003 | loss: 0.0312051 | val_loss: 0.0312086 | Time: 1420.18 ms
[2021-12-04 11:20:46 main:574] : INFO : Epoch 2004 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 1439.27 ms
[2021-12-04 11:20:47 main:574] : INFO : Epoch 2005 | loss: 0.0312025 | val_loss: 0.0312048 | Time: 1432.35 ms
[2021-12-04 11:20:48 main:574] : INFO : Epoch 2006 | loss: 0.0312031 | val_loss: 0.0312048 | Time: 1469.5 ms
[2021-12-04 11:20:50 main:574] : INFO : Epoch 2007 | loss: 0.0312032 | val_loss: 0.0312068 | Time: 1403.82 ms
[2021-12-04 11:20:51 main:574] : INFO : Epoch 2008 | loss: 0.0312038 | val_loss: 0.0312054 | Time: 1438.91 ms
[2021-12-04 11:20:53 main:574] : INFO : Epoch 2009 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 1421.7 ms
[2021-12-04 11:20:54 main:574] : INFO : Epoch 2010 | loss: 0.0312012 | val_loss: 0.0312019 | Time: 1401.43 ms
[2021-12-04 11:20:56 main:574] : INFO : Epoch 2011 | loss: 0.0311993 | val_loss: 0.0312009 | Time: 1411.4 ms
[2021-12-04 11:20:57 main:574] : INFO : Epoch 2012 | loss: 0.0311987 | val_loss: 0.0312011 | Time: 1431.47 ms
[2021-12-04 11:20:58 main:574] : INFO : Epoch 2013 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 1385.07 ms
[2021-12-04 11:21:00 main:574] : INFO : Epoch 2014 | loss: 0.0311995 | val_loss: 0.0312009 | Time: 1436.15 ms
[2021-12-04 11:21:01 main:574] : INFO : Epoch 2015 | loss: 0.0311999 | val_loss: 0.031201 | Time: 1401.2 ms
[2021-12-04 11:21:03 main:574] : INFO : Epoch 2016 | loss: 0.0311975 | val_loss: 0.0311993 | Time: 1405.63 ms
[2021-12-04 11:21:04 main:574] : INFO : Epoch 2017 | loss: 0.0311963 | val_loss: 0.0312005 | Time: 1371.84 ms
[2021-12-04 11:21:05 main:574] : INFO : Epoch 2018 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 1391.44 ms
[2021-12-04 11:21:07 main:574] : INFO : Epoch 2019 | loss: 0.0311953 | val_loss: 0.0311999 | Time: 1390.83 ms
[2021-12-04 11:21:08 main:574] : INFO : Epoch 2020 | loss: 0.0311949 | val_loss: 0.0311979 | Time: 1415.8 ms
[2021-12-04 11:21:10 main:574] : INFO : Epoch 2021 | loss: 0.0311943 | val_loss: 0.0311981 | Time: 1435.9 ms
[2021-12-04 11:21:11 main:574] : INFO : Epoch 2022 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 1399.23 ms
[2021-12-04 11:21:13 main:574] : INFO : Epoch 2023 | loss: 0.0311956 | val_loss: 0.0312018 | Time: 1418.03 ms
[2021-12-04 11:21:14 main:574] : INFO : Epoch 2024 | loss: 0.0311952 | val_loss: 0.0311986 | Time: 1450.92 ms
[2021-12-04 11:21:15 main:574] : INFO : Epoch 2025 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 1446.48 ms
[2021-12-04 11:21:17 main:574] : INFO : Epoch 2026 | loss: 0.0311945 | val_loss: 0.0311978 | Time: 1454.13 ms
[2021-12-04 11:21:18 main:574] : INFO : Epoch 2027 | loss: 0.0311927 | val_loss: 0.0311982 | Time: 1424.78 ms
[2021-12-04 11:21:20 main:574] : INFO : Epoch 2028 | loss: 0.0311928 | val_loss: 0.0311988 | Time: 1392.04 ms
[2021-12-04 11:21:21 main:574] : INFO : Epoch 2029 | loss: 0.0311927 | val_loss: 0.0311983 | Time: 1397.31 ms
[2021-12-04 11:21:23 main:574] : INFO : Epoch 2030 | loss: 0.0311928 | val_loss: 0.0311977 | Time: 1408.81 ms
[2021-12-04 11:21:24 main:574] : INFO : Epoch 2031 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1414.27 ms
[2021-12-04 11:21:25 main:574] : INFO : Epoch 2032 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 1433.66 ms
[2021-12-04 11:21:27 main:574] : INFO : Epoch 2033 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 1413.36 ms
[2021-12-04 11:21:28 main:574] : INFO : Epoch 2034 | loss: 0.0311949 | val_loss: 0.0311994 | Time: 1401.28 ms
[2021-12-04 11:21:30 main:574] : INFO : Epoch 2035 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 1462.65 ms
[2021-12-04 11:21:31 main:574] : INFO : Epoch 2036 | loss: 0.0311974 | val_loss: 0.0312004 | Time: 1425.25 ms
[2021-12-04 11:21:33 main:574] : INFO : Epoch 2037 | loss: 0.0311958 | val_loss: 0.0311993 | Time: 1430.26 ms
[2021-12-04 11:21:34 main:574] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0312006 | Time: 1430.88 ms
[2021-12-04 11:21:35 main:574] : INFO : Epoch 2039 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 1407.27 ms
[2021-12-04 11:21:37 main:574] : INFO : Epoch 2040 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 1383.51 ms
[2021-12-04 11:21:38 main:574] : INFO : Epoch 2041 | loss: 0.031193 | val_loss: 0.0311986 | Time: 1423.78 ms
[2021-12-04 11:21:40 main:574] : INFO : Epoch 2042 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 1393.27 ms
[2021-12-04 11:21:41 main:574] : INFO : Epoch 2043 | loss: 0.0311921 | val_loss: 0.0311981 | Time: 1363.3 ms
[2021-12-04 11:21:42 main:574] : INFO : Epoch 2044 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 1383.53 ms
[2021-12-04 11:21:44 main:574] : INFO : Epoch 2045 | loss: 0.0311925 | val_loss: 0.0311999 | Time: 1450.1 ms
[2021-12-04 11:21:45 main:574] : INFO : Epoch 2046 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1373.4 ms
[2021-12-04 11:21:47 main:574] : INFO : Epoch 2047 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 1372.7 ms
[2021-12-04 11:21:48 main:574] : INFO : Epoch 2048 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 1390.77 ms
[2021-12-04 11:21:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311964
[2021-12-04 11:21:48 main:603] : INFO : Saving end state to config to file
[2021-12-04 11:21:48 main:608] : INFO : Success, exiting..
11:21:48 (14908): 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)