Task 14622473
| Name | ParityModified-1645996795-22789-3-0_4 |
| Workunit | 11013324 |
| Created | 16 Apr 2022, 20:49:25 UTC |
| Sent | 16 Apr 2022, 20:49:35 UTC |
| Report deadline | 24 Apr 2022, 20:49:35 UTC |
| Received | 23 Apr 2022, 17:03:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 22 sec |
| CPU time | 47 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4-24 02:51:28 main:574] : INFO : Epoch 1542 | loss: 0.0311979 | val_loss: 0.0311909 | Time: 1371.03 ms [2022-04-24 02:51:30 main:574] : INFO : Epoch 1543 | loss: 0.0311974 | val_loss: 0.0311902 | Time: 1449.47 ms [2022-04-24 02:51:31 main:574] : INFO : Epoch 1544 | loss: 0.0311999 | val_loss: 0.0311928 | Time: 1446 ms [2022-04-24 02:51:33 main:574] : INFO : Epoch 1545 | loss: 0.0312004 | val_loss: 0.0311911 | Time: 1457.56 ms [2022-04-24 02:51:34 main:574] : INFO : Epoch 1546 | loss: 0.0311985 | val_loss: 0.031191 | Time: 1407.34 ms [2022-04-24 02:51:35 main:574] : INFO : Epoch 1547 | loss: 0.0311988 | val_loss: 0.0311923 | Time: 1389.41 ms [2022-04-24 02:51:37 main:574] : INFO : Epoch 1548 | loss: 0.0311996 | val_loss: 0.031189 | Time: 1436.78 ms [2022-04-24 02:51:38 main:574] : INFO : Epoch 1549 | loss: 0.0311987 | val_loss: 0.0311899 | Time: 1400.14 ms [2022-04-24 02:51:40 main:574] : INFO : Epoch 1550 | loss: 0.031198 | val_loss: 0.031193 | Time: 1407.38 ms [2022-04-24 02:51:41 main:574] : INFO : Epoch 1551 | loss: 0.0311993 | val_loss: 0.0311893 | Time: 1411.83 ms [2022-04-24 02:51:42 main:574] : INFO : Epoch 1552 | loss: 0.0311981 | val_loss: 0.0311897 | Time: 1399.2 ms [2022-04-24 02:51:44 main:574] : INFO : Epoch 1553 | loss: 0.0311985 | val_loss: 0.0311914 | Time: 1451.17 ms [2022-04-24 02:51:45 main:574] : INFO : Epoch 1554 | loss: 0.031199 | val_loss: 0.0311933 | Time: 1430.49 ms [2022-04-24 02:51:47 main:574] : INFO : Epoch 1555 | loss: 0.0311993 | val_loss: 0.0311945 | Time: 1386.31 ms [2022-04-24 02:51:48 main:574] : INFO : Epoch 1556 | loss: 0.0311999 | val_loss: 0.0311953 | Time: 1408.32 ms [2022-04-24 02:51:50 main:574] : INFO : Epoch 1557 | loss: 0.0311994 | val_loss: 0.0311925 | Time: 1400.05 ms [2022-04-24 02:51:51 main:574] : INFO : Epoch 1558 | loss: 0.0311987 | val_loss: 0.03119 | Time: 1371.38 ms [2022-04-24 02:51:52 main:574] : INFO : Epoch 1559 | loss: 0.0311974 | val_loss: 0.0311909 | Time: 1376.59 ms [2022-04-24 02:51:54 main:574] : INFO : Epoch 1560 | loss: 0.031198 | val_loss: 0.0311895 | Time: 1405.12 ms [2022-04-24 02:51:55 main:574] : INFO : Epoch 1561 | loss: 0.0311997 | val_loss: 0.0311943 | Time: 1399.27 ms [2022-04-24 02:51:57 main:574] : INFO : Epoch 1562 | loss: 0.0312001 | val_loss: 0.0311921 | Time: 1412.09 ms [2022-04-24 02:51:58 main:574] : INFO : Epoch 1563 | loss: 0.0311986 | val_loss: 0.0311894 | Time: 1426.34 ms [2022-04-24 02:51:59 main:574] : INFO : Epoch 1564 | loss: 0.031199 | val_loss: 0.0311915 | Time: 1384.93 ms [2022-04-24 02:52:01 main:574] : INFO : Epoch 1565 | loss: 0.0312002 | val_loss: 0.0311901 | Time: 1390 ms [2022-04-24 02:52:02 main:574] : INFO : Epoch 1566 | loss: 0.0311997 | val_loss: 0.0311908 | Time: 1418.65 ms [2022-04-24 02:52:04 main:574] : INFO : Epoch 1567 | loss: 0.0311984 | val_loss: 0.0311896 | Time: 1361.7 ms [2022-04-24 02:52:05 main:574] : INFO : Epoch 1568 | loss: 0.0311995 | val_loss: 0.031193 | Time: 1404.63 ms [2022-04-24 02:52:06 main:574] : INFO : Epoch 1569 | loss: 0.0311983 | val_loss: 0.0311907 | Time: 1384.5 ms [2022-04-24 02:52:08 main:574] : INFO : Epoch 1570 | loss: 0.031198 | val_loss: 0.0311923 | Time: 1391.58 ms [2022-04-24 02:52:09 main:574] : INFO : Epoch 1571 | loss: 0.0311978 | val_loss: 0.0311897 | Time: 1371.48 ms [2022-04-24 02:52:11 main:574] : INFO : Epoch 1572 | loss: 0.0311974 | val_loss: 0.0311908 | Time: 1409.22 ms [2022-04-24 02:52:12 main:574] : INFO : Epoch 1573 | loss: 0.0311979 | val_loss: 0.0311935 | Time: 1409.39 ms [2022-04-24 02:52:13 main:574] : INFO : Epoch 1574 | loss: 0.0311995 | val_loss: 0.0311897 | Time: 1377.19 ms [2022-04-24 02:52:15 main:574] : INFO : Epoch 1575 | loss: 0.0311981 | val_loss: 0.0311892 | Time: 1387.92 ms [2022-04-24 02:52:16 main:574] : INFO : Epoch 1576 | loss: 0.0311998 | val_loss: 0.03119 | Time: 1393.96 ms [2022-04-24 02:52:18 main:574] : INFO : Epoch 1577 | loss: 0.0311993 | val_loss: 0.0311908 | Time: 1413.59 ms [2022-04-24 02:52:19 main:574] : INFO : Epoch 1578 | loss: 0.0311988 | val_loss: 0.0311915 | Time: 1405.49 ms [2022-04-24 02:52:20 main:574] : INFO : Epoch 1579 | loss: 0.0312017 | val_loss: 0.031197 | Time: 1409.57 ms [2022-04-24 02:52:22 main:574] : INFO : Epoch 1580 | loss: 0.0312 | val_loss: 0.0311909 | Time: 1405.03 ms [2022-04-24 02:52:23 main:574] : INFO : Epoch 1581 | loss: 0.0311987 | val_loss: 0.0311913 | Time: 1434.41 ms [2022-04-24 02:52:25 main:574] : INFO : Epoch 1582 | loss: 0.031199 | val_loss: 0.03119 | Time: 1378.76 ms [2022-04-24 02:52:26 main:574] : INFO : Epoch 1583 | loss: 0.0311978 | val_loss: 0.03119 | Time: 1436.21 ms [2022-04-24 02:52:28 main:574] : INFO : Epoch 1584 | loss: 0.0311995 | val_loss: 0.0311913 | Time: 1370.59 ms [2022-04-24 02:52:29 main:574] : INFO : Epoch 1585 | loss: 0.0311978 | val_loss: 0.0311903 | Time: 1400.42 ms [2022-04-24 02:52:30 main:574] : INFO : Epoch 1586 | loss: 0.0311982 | val_loss: 0.0311902 | Time: 1398.21 ms [2022-04-24 02:52:32 main:574] : INFO : Epoch 1587 | loss: 0.0311979 | val_loss: 0.0311895 | Time: 1417.81 ms [2022-04-24 02:52:33 main:574] : INFO : Epoch 1588 | loss: 0.0311977 | val_loss: 0.0311898 | Time: 1400.41 ms [2022-04-24 02:52:35 main:574] : INFO : Epoch 1589 | loss: 0.0311984 | val_loss: 0.03119 | Time: 1366.79 ms [2022-04-24 02:52:36 main:574] : INFO : Epoch 1590 | loss: 0.0311974 | val_loss: 0.0311919 | Time: 1392.52 ms [2022-04-24 02:52:37 main:574] : INFO : Epoch 1591 | loss: 0.0311986 | val_loss: 0.0311895 | Time: 1381.56 ms [2022-04-24 02:52:39 main:574] : INFO : Epoch 1592 | loss: 0.0311984 | val_loss: 0.031194 | Time: 1408.44 ms [2022-04-24 02:52:40 main:574] : INFO : Epoch 1593 | loss: 0.0311985 | val_loss: 0.0311914 | Time: 1409.55 ms [2022-04-24 02:52:42 main:574] : INFO : Epoch 1594 | loss: 0.0311996 | val_loss: 0.0311896 | Time: 1447.51 ms [2022-04-24 02:52:43 main:574] : INFO : Epoch 1595 | loss: 0.0311973 | val_loss: 0.0311891 | Time: 1434.2 ms [2022-04-24 02:52:45 main:574] : INFO : Epoch 1596 | loss: 0.0311984 | val_loss: 0.0311917 | Time: 1366.14 ms [2022-04-24 02:52:46 main:574] : INFO : Epoch 1597 | loss: 0.0311989 | val_loss: 0.0311889 | Time: 1406.75 ms [2022-04-24 02:52:47 main:574] : INFO : Epoch 1598 | loss: 0.0311984 | val_loss: 0.0311932 | Time: 1378.17 ms [2022-04-24 02:52:49 main:574] : INFO : Epoch 1599 | loss: 0.0311999 | val_loss: 0.0311914 | Time: 1408.11 ms [2022-04-24 02:52:50 main:574] : INFO : Epoch 1600 | loss: 0.0312009 | val_loss: 0.0311914 | Time: 1389.93 ms [2022-04-24 02:52:52 main:574] : INFO : Epoch 1601 | loss: 0.031198 | val_loss: 0.0311914 | Time: 1416.12 ms [2022-04-24 02:52:53 main:574] : INFO : Epoch 1602 | loss: 0.0311987 | val_loss: 0.0311906 | Time: 1371.95 ms [2022-04-24 02:52:54 main:574] : INFO : Epoch 1603 | loss: 0.0311981 | val_loss: 0.031191 | Time: 1378.25 ms [2022-04-24 02:52:56 main:574] : INFO : Epoch 1604 | loss: 0.0311979 | val_loss: 0.031191 | Time: 1398.94 ms [2022-04-24 02:52:57 main:574] : INFO : Epoch 1605 | loss: 0.0312022 | val_loss: 0.0311903 | Time: 1414.96 ms [2022-04-24 02:52:59 main:574] : INFO : Epoch 1606 | loss: 0.0311988 | val_loss: 0.0311924 | Time: 1413.02 ms [2022-04-24 02:53:00 main:574] : INFO : Epoch 1607 | loss: 0.0311989 | val_loss: 0.0311915 | Time: 1403.27 ms [2022-04-24 02:53:01 main:574] : INFO : Epoch 1608 | loss: 0.0311987 | val_loss: 0.0311912 | Time: 1396.95 ms [2022-04-24 02:53:03 main:574] : INFO : Epoch 1609 | loss: 0.0311989 | val_loss: 0.0311901 | Time: 1410.92 ms [2022-04-24 02:53:04 main:574] : INFO : Epoch 1610 | loss: 0.0311988 | val_loss: 0.0311891 | Time: 1373.02 ms [2022-04-24 02:53:06 main:574] : INFO : Epoch 1611 | loss: 0.0311983 | val_loss: 0.03119 | Time: 1391.71 ms [2022-04-24 02:53:07 main:574] : INFO : Epoch 1612 | loss: 0.0312008 | val_loss: 0.0311954 | Time: 1367.85 ms [2022-04-24 02:53:08 main:574] : INFO : Epoch 1613 | loss: 0.0311995 | val_loss: 0.031192 | Time: 1377.18 ms [2022-04-24 02:53:10 main:574] : INFO : Epoch 1614 | loss: 0.0312 | val_loss: 0.0311888 | Time: 1419.39 ms [2022-04-24 02:53:11 main:574] : INFO : Epoch 1615 | loss: 0.0311977 | val_loss: 0.0311917 | Time: 1394.67 ms [2022-04-24 02:53:13 main:574] : INFO : Epoch 1616 | loss: 0.0311987 | val_loss: 0.0311907 | Time: 1462.49 ms [2022-04-24 02:53:14 main:574] : INFO : Epoch 1617 | loss: 0.0311985 | val_loss: 0.0311896 | Time: 1454.82 ms [2022-04-24 02:53:16 main:574] : INFO : Epoch 1618 | loss: 0.0311973 | val_loss: 0.031189 | Time: 1349.81 ms [2022-04-24 02:53:17 main:574] : INFO : Epoch 1619 | loss: 0.0311998 | val_loss: 0.0311899 | Time: 1370.64 ms [2022-04-24 02:53:18 main:574] : INFO : Epoch 1620 | loss: 0.0311989 | val_loss: 0.031192 | Time: 1403.58 ms [2022-04-24 02:53:20 main:574] : INFO : Epoch 1621 | loss: 0.0311995 | val_loss: 0.031192 | Time: 1421.48 ms [2022-04-24 02:53:21 main:574] : INFO : Epoch 1622 | loss: 0.0311974 | val_loss: 0.031191 | Time: 1439.15 ms [2022-04-24 02:53:23 main:574] : INFO : Epoch 1623 | loss: 0.0311982 | val_loss: 0.0311901 | Time: 1397.72 ms [2022-04-24 02:53:24 main:574] : INFO : Epoch 1624 | loss: 0.0312003 | val_loss: 0.0311944 | Time: 1413.4 ms [2022-04-24 02:53:25 main:574] : INFO : Epoch 1625 | loss: 0.0311988 | val_loss: 0.0311898 | Time: 1414.64 ms [2022-04-24 02:53:27 main:574] : INFO : Epoch 1626 | loss: 0.0312021 | val_loss: 0.0311984 | Time: 1430.51 ms [2022-04-24 02:53:28 main:574] : INFO : Epoch 1627 | loss: 0.0312016 | val_loss: 0.0311904 | Time: 1408.55 ms [2022-04-24 02:53:30 main:574] : INFO : Epoch 1628 | loss: 0.0311981 | val_loss: 0.0311903 | Time: 1399.09 ms [2022-04-24 02:53:31 main:574] : INFO : Epoch 1629 | loss: 0.0311971 | val_loss: 0.0311923 | Time: 1371.57 ms [2022-04-24 02:53:33 main:574] : INFO : Epoch 1630 | loss: 0.0311982 | val_loss: 0.0311901 | Time: 1399.75 ms [2022-04-24 02:53:34 main:574] : INFO : Epoch 1631 | loss: 0.0311975 | val_loss: 0.0311889 | Time: 1412.13 ms [2022-04-24 02:53:35 main:574] : INFO : Epoch 1632 | loss: 0.031198 | val_loss: 0.0311912 | Time: 1365.35 ms [2022-04-24 02:53:37 main:574] : INFO : Epoch 1633 | loss: 0.0311988 | val_loss: 0.031193 | Time: 1421.25 ms [2022-04-24 02:53:38 main:574] : INFO : Epoch 1634 | loss: 0.0311993 | val_loss: 0.0311905 | Time: 1426.56 ms [2022-04-24 02:53:40 main:574] : INFO : Epoch 1635 | loss: 0.0311986 | val_loss: 0.031189 | Time: 1372.63 ms [2022-04-24 02:53:41 main:574] : INFO : Epoch 1636 | loss: 0.0311981 | val_loss: 0.0311912 | Time: 1398.46 ms [2022-04-24 02:53:43 main:574] : INFO : Epoch 1637 | loss: 0.0311991 | val_loss: 0.0311897 | Time: 1473.19 ms [2022-04-24 02:53:44 main:574] : INFO : Epoch 1638 | loss: 0.0311976 | val_loss: 0.0311903 | Time: 1458.78 ms [2022-04-24 02:53:45 main:574] : INFO : Epoch 1639 | loss: 0.0311983 | val_loss: 0.0311911 | Time: 1453.34 ms [2022-04-24 02:53:47 main:574] : INFO : Epoch 1640 | loss: 0.0311995 | val_loss: 0.0311947 | Time: 1410.77 ms [2022-04-24 02:53:48 main:574] : INFO : Epoch 1641 | loss: 0.0312009 | val_loss: 0.031191 | Time: 1417.78 ms [2022-04-24 02:53:50 main:574] : INFO : Epoch 1642 | loss: 0.0312036 | val_loss: 0.0311959 | Time: 1415.15 ms [2022-04-24 02:53:51 main:574] : INFO : Epoch 1643 | loss: 0.0311996 | val_loss: 0.031189 | Time: 1389.85 ms [2022-04-24 02:53:53 main:574] : INFO : Epoch 1644 | loss: 0.0311977 | val_loss: 0.0311892 | Time: 1432.58 ms [2022-04-24 02:53:54 main:574] : INFO : Epoch 1645 | loss: 0.0311977 | val_loss: 0.0311893 | Time: 1401.73 ms [2022-04-24 02:53:55 main:574] : INFO : Epoch 1646 | loss: 0.0311983 | val_loss: 0.0311922 | Time: 1402.81 ms [2022-04-24 02:53:57 main:574] : INFO : Epoch 1647 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 1403.42 ms [2022-04-24 02:53:58 main:574] : INFO : Epoch 1648 | loss: 0.0311997 | val_loss: 0.0311891 | Time: 1410.41 ms [2022-04-24 02:54:00 main:574] : INFO : Epoch 1649 | loss: 0.0311977 | val_loss: 0.0311906 | Time: 1387.73 ms [2022-04-24 02:54:01 main:574] : INFO : Epoch 1650 | loss: 0.0311983 | val_loss: 0.0311899 | Time: 1405.4 ms [2022-04-24 02:54:02 main:574] : INFO : Epoch 1651 | loss: 0.031198 | val_loss: 0.0311908 | Time: 1407.31 ms [2022-04-24 02:54:04 main:574] : INFO : Epoch 1652 | loss: 0.0311978 | val_loss: 0.0311892 | Time: 1377.3 ms [2022-04-24 02:54:05 main:574] : INFO : Epoch 1653 | loss: 0.0311996 | val_loss: 0.0311906 | Time: 1402.21 ms [2022-04-24 02:54:07 main:574] : INFO : Epoch 1654 | loss: 0.0311983 | val_loss: 0.0311895 | Time: 1414.84 ms [2022-04-24 02:54:08 main:574] : INFO : Epoch 1655 | loss: 0.0311979 | val_loss: 0.0311898 | Time: 1389.19 ms [2022-04-24 02:54:09 main:574] : INFO : Epoch 1656 | loss: 0.0311981 | val_loss: 0.0311896 | Time: 1411.68 ms [2022-04-24 02:54:11 main:574] : INFO : Epoch 1657 | loss: 0.0311981 | val_loss: 0.0311925 | Time: 1386.81 ms [2022-04-24 02:54:12 main:574] : INFO : Epoch 1658 | loss: 0.0311982 | val_loss: 0.0311901 | Time: 1425.79 ms [2022-04-24 02:54:14 main:574] : INFO : Epoch 1659 | loss: 0.0311981 | val_loss: 0.031192 | Time: 1423.61 ms [2022-04-24 02:54:15 main:574] : INFO : Epoch 1660 | loss: 0.0312007 | val_loss: 0.031189 | Time: 1378.94 ms [2022-04-24 02:54:17 main:574] : INFO : Epoch 1661 | loss: 0.0311987 | val_loss: 0.0311894 | Time: 1407.52 ms [2022-04-24 02:54:18 main:574] : INFO : Epoch 1662 | loss: 0.031198 | val_loss: 0.0311914 | Time: 1402.39 ms [2022-04-24 02:54:19 main:574] : INFO : Epoch 1663 | loss: 0.0311995 | val_loss: 0.0311907 | Time: 1355.6 ms [2022-04-24 02:54:21 main:574] : INFO : Epoch 1664 | loss: 0.031198 | val_loss: 0.0311896 | Time: 1397.52 ms [2022-04-24 02:54:22 main:574] : INFO : Epoch 1665 | loss: 0.0311983 | val_loss: 0.0311911 | Time: 1433.01 ms [2022-04-24 02:54:24 main:574] : INFO : Epoch 1666 | loss: 0.0312001 | val_loss: 0.0311915 | Time: 1395.28 ms [2022-04-24 02:54:25 main:574] : INFO : Epoch 1667 | loss: 0.0311984 | val_loss: 0.0311917 | Time: 1409.64 ms [2022-04-24 02:54:26 main:574] : INFO : Epoch 1668 | loss: 0.031198 | val_loss: 0.0311902 | Time: 1419.52 ms [2022-04-24 02:54:28 main:574] : INFO : Epoch 1669 | loss: 0.0311992 | val_loss: 0.0311893 | Time: 1395.54 ms [2022-04-24 02:54:29 main:574] : INFO : Epoch 1670 | loss: 0.0311987 | val_loss: 0.0311913 | Time: 1407.29 ms [2022-04-24 02:54:31 main:574] : INFO : Epoch 1671 | loss: 0.0311977 | val_loss: 0.0311912 | Time: 1397.34 ms [2022-04-24 02:54:32 main:574] : INFO : Epoch 1672 | loss: 0.0311976 | val_loss: 0.0311897 | Time: 1431.26 ms [2022-04-24 02:54:34 main:574] : INFO : Epoch 1673 | loss: 0.0311982 | val_loss: 0.0311923 | Time: 1397.82 ms [2022-04-24 02:54:35 main:574] : INFO : Epoch 1674 | loss: 0.0311979 | val_loss: 0.0311915 | Time: 1399.56 ms [2022-04-24 02:54:36 main:574] : INFO : Epoch 1675 | loss: 0.0311981 | val_loss: 0.0311971 | Time: 1381.84 ms [2022-04-24 02:54:38 main:574] : INFO : Epoch 1676 | loss: 0.0312006 | val_loss: 0.0311898 | Time: 1392.85 ms [2022-04-24 02:54:39 main:574] : INFO : Epoch 1677 | loss: 0.0311985 | val_loss: 0.0311899 | Time: 1362.46 ms [2022-04-24 02:54:41 main:574] : INFO : Epoch 1678 | loss: 0.0312003 | val_loss: 0.0311902 | Time: 1389.48 ms [2022-04-24 02:54:42 main:574] : INFO : Epoch 1679 | loss: 0.0311975 | val_loss: 0.0311894 | Time: 1451.91 ms [2022-04-24 02:54:43 main:574] : INFO : Epoch 1680 | loss: 0.0311988 | val_loss: 0.0311915 | Time: 1443.88 ms [2022-04-24 02:54:45 main:574] : INFO : Epoch 1681 | loss: 0.0311979 | val_loss: 0.0311896 | Time: 1386.16 ms [2022-04-24 02:54:46 main:574] : INFO : Epoch 1682 | loss: 0.031198 | val_loss: 0.031189 | Time: 1411.23 ms [2022-04-24 02:54:48 main:574] : INFO : Epoch 1683 | loss: 0.0311977 | val_loss: 0.0311907 | Time: 1378.81 ms [2022-04-24 02:54:49 main:574] : INFO : Epoch 1684 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 1383.37 ms [2022-04-24 02:54:50 main:574] : INFO : Epoch 1685 | loss: 0.0312011 | val_loss: 0.0311986 | Time: 1426.96 ms [2022-04-24 02:54:52 main:574] : INFO : Epoch 1686 | loss: 0.0311992 | val_loss: 0.031189 | Time: 1410.26 ms [2022-04-24 02:54:53 main:574] : INFO : Epoch 1687 | loss: 0.031198 | val_loss: 0.0311898 | Time: 1388.26 ms [2022-04-24 02:54:55 main:574] : INFO : Epoch 1688 | loss: 0.0311973 | val_loss: 0.0311929 | Time: 1426.43 ms [2022-04-24 02:54:56 main:574] : INFO : Epoch 1689 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 1376.68 ms [2022-04-24 02:54:58 main:574] : INFO : Epoch 1690 | loss: 0.0311988 | val_loss: 0.0311908 | Time: 1387.86 ms [2022-04-24 02:54:59 main:574] : INFO : Epoch 1691 | loss: 0.0311979 | val_loss: 0.031189 | Time: 1403.28 ms [2022-04-24 02:55:00 main:574] : INFO : Epoch 1692 | loss: 0.0311981 | val_loss: 0.0311895 | Time: 1396.4 ms [2022-04-24 02:55:02 main:574] : INFO : Epoch 1693 | loss: 0.0311985 | val_loss: 0.0311913 | Time: 1399.87 ms [2022-04-24 02:55:03 main:574] : INFO : Epoch 1694 | loss: 0.0312012 | val_loss: 0.0311935 | Time: 1387.79 ms [2022-04-24 02:55:05 main:574] : INFO : Epoch 1695 | loss: 0.0312011 | val_loss: 0.0311894 | Time: 1367.64 ms [2022-04-24 02:55:06 main:574] : INFO : Epoch 1696 | loss: 0.0311994 | val_loss: 0.0311924 | Time: 1382.37 ms [2022-04-24 02:55:07 main:574] : INFO : Epoch 1697 | loss: 0.031198 | val_loss: 0.0311914 | Time: 1396.41 ms [2022-04-24 02:55:09 main:574] : INFO : Epoch 1698 | loss: 0.0311979 | val_loss: 0.0311938 | Time: 1406.85 ms [2022-04-24 02:55:10 main:574] : INFO : Epoch 1699 | loss: 0.0312031 | val_loss: 0.0311916 | Time: 1382.51 ms [2022-04-24 02:55:12 main:574] : INFO : Epoch 1700 | loss: 0.0311984 | val_loss: 0.0311936 | Time: 1407.58 ms [2022-04-24 02:55:13 main:574] : INFO : Epoch 1701 | loss: 0.0312009 | val_loss: 0.0311919 | Time: 1416.78 ms [2022-04-24 02:55:14 main:574] : INFO : Epoch 1702 | loss: 0.0311991 | val_loss: 0.0311896 | Time: 1380.72 ms [2022-04-24 02:55:16 main:574] : INFO : Epoch 1703 | loss: 0.0311976 | val_loss: 0.0311902 | Time: 1416.47 ms [2022-04-24 02:55:17 main:574] : INFO : Epoch 1704 | loss: 0.0311978 | val_loss: 0.0311922 | Time: 1391.13 ms [2022-04-24 02:55:19 main:574] : INFO : Epoch 1705 | loss: 0.0311987 | val_loss: 0.0311894 | Time: 1428.18 ms [2022-04-24 02:55:20 main:574] : INFO : Epoch 1706 | loss: 0.0311974 | val_loss: 0.0311898 | Time: 1392.62 ms [2022-04-24 02:55:21 main:574] : INFO : Epoch 1707 | loss: 0.0311986 | val_loss: 0.0311966 | Time: 1396.75 ms [2022-04-24 02:55:23 main:574] : INFO : Epoch 1708 | loss: 0.0312029 | val_loss: 0.0312033 | Time: 1412.54 ms [2022-04-24 02:55:24 main:574] : INFO : Epoch 1709 | loss: 0.0312057 | val_loss: 0.0311918 | Time: 1415.38 ms [2022-04-24 02:55:26 main:574] : INFO : Epoch 1710 | loss: 0.0311974 | val_loss: 0.0311913 | Time: 1420.98 ms [2022-04-24 02:55:27 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0311897 | Time: 1442.86 ms [2022-04-24 02:55:29 main:574] : INFO : Epoch 1712 | loss: 0.0311982 | val_loss: 0.0311899 | Time: 1389.71 ms [2022-04-24 02:55:30 main:574] : INFO : Epoch 1713 | loss: 0.0311993 | val_loss: 0.03119 | Time: 1367.69 ms [2022-04-24 02:55:31 main:574] : INFO : Epoch 1714 | loss: 0.0311975 | val_loss: 0.0311911 | Time: 1396.02 ms [2022-04-24 02:55:33 main:574] : INFO : Epoch 1715 | loss: 0.0311976 | val_loss: 0.0311893 | Time: 1402.18 ms [2022-04-24 02:55:34 main:574] : INFO : Epoch 1716 | loss: 0.0311987 | val_loss: 0.0311898 | Time: 1443.58 ms [2022-04-24 02:55:36 main:574] : INFO : Epoch 1717 | loss: 0.0312023 | val_loss: 0.0311944 | Time: 1395.78 ms [2022-04-24 02:55:37 main:574] : INFO : Epoch 1718 | loss: 0.0312009 | val_loss: 0.0311929 | Time: 1413.37 ms [2022-04-24 02:55:39 main:574] : INFO : Epoch 1719 | loss: 0.0312 | val_loss: 0.0311897 | Time: 1414.69 ms [2022-04-24 02:55:40 main:574] : INFO : Epoch 1720 | loss: 0.0311978 | val_loss: 0.0311926 | Time: 1392.94 ms [2022-04-24 02:55:41 main:574] : INFO : Epoch 1721 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 1408.26 ms [2022-04-24 02:55:43 main:574] : INFO : Epoch 1722 | loss: 0.0311995 | val_loss: 0.0311907 | Time: 1461.87 ms [2022-04-24 02:55:44 main:574] : INFO : Epoch 1723 | loss: 0.0311984 | val_loss: 0.0311898 | Time: 1413.75 ms [2022-04-24 02:55:46 main:574] : INFO : Epoch 1724 | loss: 0.0312003 | val_loss: 0.0311908 | Time: 1377.47 ms [2022-04-24 02:55:47 main:574] : INFO : Epoch 1725 | loss: 0.0311986 | val_loss: 0.0311894 | Time: 1385.12 ms [2022-04-24 02:55:48 main:574] : INFO : Epoch 1726 | loss: 0.0311981 | val_loss: 0.0311887 | Time: 1394.67 ms [2022-04-24 02:55:50 main:574] : INFO : Epoch 1727 | loss: 0.0311982 | val_loss: 0.0311932 | Time: 1388.56 ms [2022-04-24 02:55:51 main:574] : INFO : Epoch 1728 | loss: 0.0311995 | val_loss: 0.0311917 | Time: 1443.59 ms [2022-04-24 02:55:53 main:574] : INFO : Epoch 1729 | loss: 0.0311982 | val_loss: 0.0311918 | Time: 1391.12 ms [2022-04-24 02:55:54 main:574] : INFO : Epoch 1730 | loss: 0.0311976 | val_loss: 0.0311918 | Time: 1401.69 ms [2022-04-24 02:55:56 main:574] : INFO : Epoch 1731 | loss: 0.031198 | val_loss: 0.0311892 | Time: 1409.99 ms [2022-04-24 02:55:57 main:574] : INFO : Epoch 1732 | loss: 0.0311974 | val_loss: 0.0311898 | Time: 1460.17 ms [2022-04-24 02:55:58 main:574] : INFO : Epoch 1733 | loss: 0.0311978 | val_loss: 0.0311891 | Time: 1388.64 ms [2022-04-24 02:56:00 main:574] : INFO : Epoch 1734 | loss: 0.0311976 | val_loss: 0.0311888 | Time: 1379.09 ms [2022-04-24 02:56:01 main:574] : INFO : Epoch 1735 | loss: 0.0311987 | val_loss: 0.0311903 | Time: 1416.62 ms [2022-04-24 02:56:03 main:574] : INFO : Epoch 1736 | loss: 0.0311979 | val_loss: 0.0311924 | Time: 1374.92 ms [2022-04-24 02:56:04 main:574] : INFO : Epoch 1737 | loss: 0.0311988 | val_loss: 0.0311916 | Time: 1408.2 ms [2022-04-24 02:56:05 main:574] : INFO : Epoch 1738 | loss: 0.0312001 | val_loss: 0.0311907 | Time: 1397.5 ms [2022-04-24 02:56:07 main:574] : INFO : Epoch 1739 | loss: 0.0311977 | val_loss: 0.0311891 | Time: 1415.75 ms [2022-04-24 02:56:08 main:574] : INFO : Epoch 1740 | loss: 0.0311984 | val_loss: 0.0311927 | Time: 1378.91 ms [2022-04-24 02:56:10 main:574] : INFO : Epoch 1741 | loss: 0.031203 | val_loss: 0.0311976 | Time: 1399.45 ms [2022-04-24 02:56:11 main:574] : INFO : Epoch 1742 | loss: 0.0311998 | val_loss: 0.0311912 | Time: 1414.27 ms [2022-04-24 02:56:12 main:574] : INFO : Epoch 1743 | loss: 0.0311991 | val_loss: 0.0311903 | Time: 1408.8 ms [2022-04-24 02:56:14 main:574] : INFO : Epoch 1744 | loss: 0.0311981 | val_loss: 0.031193 | Time: 1384.67 ms [2022-04-24 02:56:15 main:574] : INFO : Epoch 1745 | loss: 0.0311986 | val_loss: 0.0311911 | Time: 1454.33 ms [2022-04-24 02:56:17 main:574] : INFO : Epoch 1746 | loss: 0.031199 | val_loss: 0.0311893 | Time: 1403.02 ms [2022-04-24 02:56:18 main:574] : INFO : Epoch 1747 | loss: 0.0311975 | val_loss: 0.0311887 | Time: 1383.67 ms [2022-04-24 02:56:20 main:574] : INFO : Epoch 1748 | loss: 0.0311979 | val_loss: 0.0311922 | Time: 1398.51 ms [2022-04-24 02:56:21 main:574] : INFO : Epoch 1749 | loss: 0.0311983 | val_loss: 0.0311911 | Time: 1384.11 ms [2022-04-24 02:56:22 main:574] : INFO : Epoch 1750 | loss: 0.0311985 | val_loss: 0.0311893 | Time: 1396 ms [2022-04-24 02:56:24 main:574] : INFO : Epoch 1751 | loss: 0.0311977 | val_loss: 0.0311886 | Time: 1421.01 ms [2022-04-24 02:56:25 main:574] : INFO : Epoch 1752 | loss: 0.0311972 | val_loss: 0.0311894 | Time: 1401.84 ms [2022-04-24 02:56:27 main:574] : INFO : Epoch 1753 | loss: 0.0311971 | val_loss: 0.031189 | Time: 1395.23 ms [2022-04-24 02:56:28 main:574] : INFO : Epoch 1754 | loss: 0.0311988 | val_loss: 0.0311904 | Time: 1423.65 ms [2022-04-24 02:56:30 main:574] : INFO : Epoch 1755 | loss: 0.0311986 | val_loss: 0.0311913 | Time: 1408.06 ms [2022-04-24 02:56:31 main:574] : INFO : Epoch 1756 | loss: 0.0311976 | val_loss: 0.0311899 | Time: 1405.73 ms [2022-04-24 02:56:32 main:574] : INFO : Epoch 1757 | loss: 0.0311983 | val_loss: 0.0311902 | Time: 1415.91 ms [2022-04-24 02:56:34 main:574] : INFO : Epoch 1758 | loss: 0.0311976 | val_loss: 0.0311889 | Time: 1410.44 ms [2022-04-24 02:56:35 main:574] : INFO : Epoch 1759 | loss: 0.0311997 | val_loss: 0.0311905 | Time: 1397.23 ms [2022-04-24 02:56:37 main:574] : INFO : Epoch 1760 | loss: 0.0311979 | val_loss: 0.031189 | Time: 1402.98 ms [2022-04-24 02:56:38 main:574] : INFO : Epoch 1761 | loss: 0.0311992 | val_loss: 0.0311887 | Time: 1413.87 ms [2022-04-24 02:56:39 main:574] : INFO : Epoch 1762 | loss: 0.0311999 | val_loss: 0.0311933 | Time: 1394.24 ms [2022-04-24 02:56:41 main:574] : INFO : Epoch 1763 | loss: 0.0311987 | val_loss: 0.0311896 | Time: 1378.01 ms [2022-04-24 02:56:42 main:574] : INFO : Epoch 1764 | loss: 0.0311977 | val_loss: 0.0311891 | Time: 1452.49 ms [2022-04-24 02:56:44 main:574] : INFO : Epoch 1765 | loss: 0.0311974 | val_loss: 0.031191 | Time: 1411.58 ms [2022-04-24 02:56:45 main:574] : INFO : Epoch 1766 | loss: 0.0311988 | val_loss: 0.031189 | Time: 1390.39 ms [2022-04-24 02:56:47 main:574] : INFO : Epoch 1767 | loss: 0.0311985 | val_loss: 0.031189 | Time: 1381.59 ms [2022-04-24 02:56:48 main:574] : INFO : Epoch 1768 | loss: 0.0311985 | val_loss: 0.0311923 | Time: 1345.55 ms [2022-04-24 02:56:49 main:574] : INFO : Epoch 1769 | loss: 0.0311977 | val_loss: 0.0311919 | Time: 1394.82 ms [2022-04-24 02:56:51 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0311911 | Time: 1397.43 ms [2022-04-24 02:56:52 main:574] : INFO : Epoch 1771 | loss: 0.0312013 | val_loss: 0.031191 | Time: 1404.9 ms [2022-04-24 02:56:54 main:574] : INFO : Epoch 1772 | loss: 0.0312027 | val_loss: 0.0311912 | Time: 1395.41 ms [2022-04-24 02:56:55 main:574] : INFO : Epoch 1773 | loss: 0.0311983 | val_loss: 0.0311913 | Time: 1423.11 ms [2022-04-24 02:56:56 main:574] : INFO : Epoch 1774 | loss: 0.0311975 | val_loss: 0.0311905 | Time: 1413.74 ms [2022-04-24 02:56:58 main:574] : INFO : Epoch 1775 | loss: 0.0311983 | val_loss: 0.0311918 | Time: 1394.61 ms [2022-04-24 02:56:59 main:574] : INFO : Epoch 1776 | loss: 0.0311977 | val_loss: 0.0311907 | Time: 1437.44 ms [2022-04-24 02:57:01 main:574] : INFO : Epoch 1777 | loss: 0.0311971 | val_loss: 0.0311924 | Time: 1384.87 ms [2022-04-24 02:57:02 main:574] : INFO : Epoch 1778 | loss: 0.0311997 | val_loss: 0.0311916 | Time: 1404.29 ms [2022-04-24 02:57:03 main:574] : INFO : Epoch 1779 | loss: 0.0311978 | val_loss: 0.0311888 | Time: 1357.33 ms [2022-04-24 02:57:05 main:574] : INFO : Epoch 1780 | loss: 0.031199 | val_loss: 0.0311911 | Time: 1356.01 ms [2022-04-24 02:57:06 main:574] : INFO : Epoch 1781 | loss: 0.0311981 | val_loss: 0.0311915 | Time: 1390.41 ms [2022-04-24 02:57:08 main:574] : INFO : Epoch 1782 | loss: 0.0311978 | val_loss: 0.0311912 | Time: 1425.5 ms [2022-04-24 02:57:09 main:574] : INFO : Epoch 1783 | loss: 0.0311979 | val_loss: 0.0311902 | Time: 1395.72 ms [2022-04-24 02:57:10 main:574] : INFO : Epoch 1784 | loss: 0.0311982 | val_loss: 0.0311914 | Time: 1423.09 ms [2022-04-24 02:57:12 main:574] : INFO : Epoch 1785 | loss: 0.0311986 | val_loss: 0.0311896 | Time: 1397.71 ms [2022-04-24 02:57:13 main:574] : INFO : Epoch 1786 | loss: 0.0311987 | val_loss: 0.0311902 | Time: 1393.94 ms [2022-04-24 02:57:15 main:574] : INFO : Epoch 1787 | loss: 0.0311985 | val_loss: 0.0311907 | Time: 1411.77 ms [2022-04-24 02:57:16 main:574] : INFO : Epoch 1788 | loss: 0.0311983 | val_loss: 0.0311895 | Time: 1376.38 ms [2022-04-24 02:57:18 main:574] : INFO : Epoch 1789 | loss: 0.0311977 | val_loss: 0.0311901 | Time: 1400.65 ms [2022-04-24 02:57:19 main:574] : INFO : Epoch 1790 | loss: 0.0311982 | val_loss: 0.0311962 | Time: 1381.04 ms [2022-04-24 02:57:20 main:574] : INFO : Epoch 1791 | loss: 0.0311995 | val_loss: 0.0311923 | Time: 1367.03 ms [2022-04-24 02:57:22 main:574] : INFO : Epoch 1792 | loss: 0.0311985 | val_loss: 0.0311897 | Time: 1408.77 ms [2022-04-24 02:57:23 main:574] : INFO : Epoch 1793 | loss: 0.0311988 | val_loss: 0.0311903 | Time: 1439.68 ms [2022-04-24 02:57:25 main:574] : INFO : Epoch 1794 | loss: 0.0311984 | val_loss: 0.0311912 | Time: 1396.69 ms [2022-04-24 02:57:26 main:574] : INFO : Epoch 1795 | loss: 0.0311973 | val_loss: 0.0311894 | Time: 1418.61 ms [2022-04-24 02:57:27 main:574] : INFO : Epoch 1796 | loss: 0.0311981 | val_loss: 0.0311906 | Time: 1415.88 ms [2022-04-24 02:57:29 main:574] : INFO : Epoch 1797 | loss: 0.0311985 | val_loss: 0.0311994 | Time: 1367.37 ms [2022-04-24 02:57:30 main:574] : INFO : Epoch 1798 | loss: 0.0312008 | val_loss: 0.0311925 | Time: 1397.33 ms [2022-04-24 02:57:32 main:574] : INFO : Epoch 1799 | loss: 0.0311979 | val_loss: 0.0311901 | Time: 1404.98 ms [2022-04-24 02:57:33 main:574] : INFO : Epoch 1800 | loss: 0.0311977 | val_loss: 0.0311902 | Time: 1401.02 ms [2022-04-24 02:57:34 main:574] : INFO : Epoch 1801 | loss: 0.0311977 | val_loss: 0.03119 | Time: 1377.29 ms [2022-04-24 02:57:36 main:574] : INFO : Epoch 1802 | loss: 0.0311974 | val_loss: 0.0311892 | Time: 1400.27 ms [2022-04-24 02:57:37 main:574] : INFO : Epoch 1803 | loss: 0.0311981 | val_loss: 0.0311899 | Time: 1366.82 ms [2022-04-24 02:57:39 main:574] : INFO : Epoch 1804 | loss: 0.0311973 | val_loss: 0.031189 | Time: 1399.35 ms [2022-04-24 02:57:40 main:574] : INFO : Epoch 1805 | loss: 0.0311972 | val_loss: 0.0311897 | Time: 1387.84 ms [2022-04-24 02:57:41 main:574] : INFO : Epoch 1806 | loss: 0.0311974 | val_loss: 0.0311898 | Time: 1404.2 ms [2022-04-24 02:57:43 main:574] : INFO : Epoch 1807 | loss: 0.0311985 | val_loss: 0.0311912 | Time: 1422.73 ms [2022-04-24 02:57:44 main:574] : INFO : Epoch 1808 | loss: 0.0311974 | val_loss: 0.0311901 | Time: 1402.66 ms [2022-04-24 02:57:46 main:574] : INFO : Epoch 1809 | loss: 0.0311978 | val_loss: 0.0311904 | Time: 1388.93 ms [2022-04-24 02:57:47 main:574] : INFO : Epoch 1810 | loss: 0.0311984 | val_loss: 0.0311889 | Time: 1400.24 ms [2022-04-24 02:57:48 main:574] : INFO : Epoch 1811 | loss: 0.0312002 | val_loss: 0.031192 | Time: 1374.27 ms [2022-04-24 02:57:50 main:574] : INFO : Epoch 1812 | loss: 0.0312078 | val_loss: 0.0311916 | Time: 1398.25 ms [2022-04-24 02:57:51 main:574] : INFO : Epoch 1813 | loss: 0.0312002 | val_loss: 0.0311894 | Time: 1408.25 ms [2022-04-24 02:57:53 main:574] : INFO : Epoch 1814 | loss: 0.0311981 | val_loss: 0.0311909 | Time: 1415.59 ms [2022-04-24 02:57:54 main:574] : INFO : Epoch 1815 | loss: 0.0311975 | val_loss: 0.0311895 | Time: 1408.29 ms [2022-04-24 02:57:56 main:574] : INFO : Epoch 1816 | loss: 0.0311981 | val_loss: 0.031191 | Time: 1419.02 ms [2022-04-24 02:57:57 main:574] : INFO : Epoch 1817 | loss: 0.0311981 | val_loss: 0.0311915 | Time: 1379.99 ms [2022-04-24 02:57:58 main:574] : INFO : Epoch 1818 | loss: 0.031199 | val_loss: 0.0311898 | Time: 1404.78 ms [2022-04-24 02:58:00 main:574] : INFO : Epoch 1819 | loss: 0.0311982 | val_loss: 0.0311889 | Time: 1390.97 ms [2022-04-24 02:58:01 main:574] : INFO : Epoch 1820 | loss: 0.0311979 | val_loss: 0.0311921 | Time: 1367.98 ms [2022-04-24 02:58:03 main:574] : INFO : Epoch 1821 | loss: 0.031198 | val_loss: 0.0311915 | Time: 1375.91 ms [2022-04-24 02:58:04 main:574] : INFO : Epoch 1822 | loss: 0.0311986 | val_loss: 0.0311905 | Time: 1424.34 ms [2022-04-24 02:58:05 main:574] : INFO : Epoch 1823 | loss: 0.0311989 | val_loss: 0.031191 | Time: 1391.86 ms [2022-04-24 02:58:07 main:574] : INFO : Epoch 1824 | loss: 0.0311981 | val_loss: 0.0311905 | Time: 1409.86 ms [2022-04-24 02:58:08 main:574] : INFO : Epoch 1825 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 1393.13 ms [2022-04-24 02:58:10 main:574] : INFO : Epoch 1826 | loss: 0.0311982 | val_loss: 0.031189 | Time: 1386.69 ms [2022-04-24 02:58:11 main:574] : INFO : Epoch 1827 | loss: 0.0311983 | val_loss: 0.0311917 | Time: 1383.82 ms [2022-04-24 02:58:12 main:574] : INFO : Epoch 1828 | loss: 0.0311977 | val_loss: 0.0311907 | Time: 1393.9 ms [2022-04-24 02:58:14 main:574] : INFO : Epoch 1829 | loss: 0.0311996 | val_loss: 0.0311939 | Time: 1400.37 ms [2022-04-24 02:58:15 main:574] : INFO : Epoch 1830 | loss: 0.0312005 | val_loss: 0.0311898 | Time: 1386.34 ms [2022-04-24 02:58:17 main:574] : INFO : Epoch 1831 | loss: 0.0311976 | val_loss: 0.0311917 | Time: 1428.73 ms [2022-04-24 02:58:18 main:574] : INFO : Epoch 1832 | loss: 0.0311983 | val_loss: 0.0311906 | Time: 1382.62 ms [2022-04-24 02:58:20 main:574] : INFO : Epoch 1833 | loss: 0.0311973 | val_loss: 0.0311902 | Time: 1403.73 ms [2022-04-24 02:58:21 main:574] : INFO : Epoch 1834 | loss: 0.0311975 | val_loss: 0.0311891 | Time: 1415.27 ms [2022-04-24 02:58:22 main:574] : INFO : Epoch 1835 | loss: 0.0311982 | val_loss: 0.0311891 | Time: 1419.69 ms [2022-04-24 02:58:24 main:574] : INFO : Epoch 1836 | loss: 0.0311981 | val_loss: 0.0311917 | Time: 1403.99 ms [2022-04-24 02:58:25 main:574] : INFO : Epoch 1837 | loss: 0.0311977 | val_loss: 0.0311893 | Time: 1375.35 ms [2022-04-24 02:58:27 main:574] : INFO : Epoch 1838 | loss: 0.0311982 | val_loss: 0.03119 | Time: 1411.05 ms [2022-04-24 02:58:28 main:574] : INFO : Epoch 1839 | loss: 0.0311982 | val_loss: 0.0311909 | Time: 1412.23 ms [2022-04-24 02:58:29 main:574] : INFO : Epoch 1840 | loss: 0.0311976 | val_loss: 0.0311893 | Time: 1358.75 ms [2022-04-24 02:58:31 main:574] : INFO : Epoch 1841 | loss: 0.0311973 | val_loss: 0.0311893 | Time: 1397.77 ms [2022-04-24 02:58:32 main:574] : INFO : Epoch 1842 | loss: 0.0311975 | val_loss: 0.0311891 | Time: 1399.97 ms [2022-04-24 02:58:34 main:574] : INFO : Epoch 1843 | loss: 0.0311978 | val_loss: 0.0311897 | Time: 1376.16 ms [2022-04-24 02:58:35 main:574] : INFO : Epoch 1844 | loss: 0.0312002 | val_loss: 0.0311934 | Time: 1395.1 ms [2022-04-24 02:58:36 main:574] : INFO : Epoch 1845 | loss: 0.0311987 | val_loss: 0.0311926 | Time: 1428.65 ms [2022-04-24 02:58:38 main:574] : INFO : Epoch 1846 | loss: 0.0311995 | val_loss: 0.0311907 | Time: 1407.2 ms [2022-04-24 02:58:39 main:574] : INFO : Epoch 1847 | loss: 0.0311986 | val_loss: 0.0311918 | Time: 1387.63 ms [2022-04-24 02:58:41 main:574] : INFO : Epoch 1848 | loss: 0.0311982 | val_loss: 0.0311905 | Time: 1383.34 ms [2022-04-24 02:58:42 main:574] : INFO : Epoch 1849 | loss: 0.0311987 | val_loss: 0.0311891 | Time: 1428.7 ms [2022-04-24 02:58:44 main:574] : INFO : Epoch 1850 | loss: 0.0311989 | val_loss: 0.0311931 | Time: 1409.74 ms [2022-04-24 02:58:45 main:574] : INFO : Epoch 1851 | loss: 0.0311981 | val_loss: 0.0311912 | Time: 1383.46 ms [2022-04-24 02:58:46 main:574] : INFO : Epoch 1852 | loss: 0.0311974 | val_loss: 0.0311895 | Time: 1387.12 ms [2022-04-24 02:58:48 main:574] : INFO : Epoch 1853 | loss: 0.0311971 | val_loss: 0.03119 | Time: 1401.11 ms [2022-04-24 02:58:49 main:574] : INFO : Epoch 1854 | loss: 0.0311979 | val_loss: 0.0311912 | Time: 1415.63 ms [2022-04-24 02:58:51 main:574] : INFO : Epoch 1855 | loss: 0.0311979 | val_loss: 0.0311906 | Time: 1409.68 ms [2022-04-24 02:58:52 main:574] : INFO : Epoch 1856 | loss: 0.0311977 | val_loss: 0.0311895 | Time: 1390.46 ms [2022-04-24 02:58:53 main:574] : INFO : Epoch 1857 | loss: 0.0311985 | val_loss: 0.0311969 | Time: 1408.48 ms [2022-04-24 02:58:55 main:574] : INFO : Epoch 1858 | loss: 0.0312038 | val_loss: 0.0311966 | Time: 1422.04 ms [2022-04-24 02:58:56 main:574] : INFO : Epoch 1859 | loss: 0.0311994 | val_loss: 0.0311894 | Time: 1434.33 ms [2022-04-24 02:58:58 main:574] : INFO : Epoch 1860 | loss: 0.0311992 | val_loss: 0.0311906 | Time: 1381.41 ms [2022-04-24 02:58:59 main:574] : INFO : Epoch 1861 | loss: 0.0311977 | val_loss: 0.0311894 | Time: 1412.17 ms [2022-04-24 02:59:01 main:574] : INFO : Epoch 1862 | loss: 0.0311975 | val_loss: 0.0311904 | Time: 1417.36 ms [2022-04-24 02:59:02 main:574] : INFO : Epoch 1863 | loss: 0.0311992 | val_loss: 0.0311933 | Time: 1390.72 ms [2022-04-24 02:59:03 main:574] : INFO : Epoch 1864 | loss: 0.0312012 | val_loss: 0.0311966 | Time: 1389.46 ms [2022-04-24 02:59:05 main:574] : INFO : Epoch 1865 | loss: 0.0311989 | val_loss: 0.0311911 | Time: 1418 ms [2022-04-24 02:59:06 main:574] : INFO : Epoch 1866 | loss: 0.0311978 | val_loss: 0.0311903 | Time: 1384.73 ms [2022-04-24 02:59:08 main:574] : INFO : Epoch 1867 | loss: 0.0311977 | val_loss: 0.0311928 | Time: 1434.05 ms [2022-04-24 02:59:09 main:574] : INFO : Epoch 1868 | loss: 0.0311991 | val_loss: 0.0311898 | Time: 1390.4 ms [2022-04-24 02:59:10 main:574] : INFO : Epoch 1869 | loss: 0.0311995 | val_loss: 0.0311889 | Time: 1388.41 ms [2022-04-24 02:59:12 main:574] : INFO : Epoch 1870 | loss: 0.0311995 | val_loss: 0.031191 | Time: 1381.31 ms [2022-04-24 02:59:13 main:574] : INFO : Epoch 1871 | loss: 0.0311978 | val_loss: 0.0311897 | Time: 1414.57 ms [2022-04-24 02:59:15 main:574] : INFO : Epoch 1872 | loss: 0.0311984 | val_loss: 0.0311899 | Time: 1374.98 ms [2022-04-24 02:59:16 main:574] : INFO : Epoch 1873 | loss: 0.0311988 | val_loss: 0.0311894 | Time: 1409.23 ms [2022-04-24 02:59:17 main:574] : INFO : Epoch 1874 | loss: 0.0311995 | val_loss: 0.031191 | Time: 1423.1 ms [2022-04-24 02:59:19 main:574] : INFO : Epoch 1875 | loss: 0.0312022 | val_loss: 0.0311921 | Time: 1401.73 ms [2022-04-24 02:59:20 main:574] : INFO : Epoch 1876 | loss: 0.0311982 | val_loss: 0.0311904 | Time: 1383.61 ms [2022-04-24 02:59:22 main:574] : INFO : Epoch 1877 | loss: 0.0311979 | val_loss: 0.0311894 | Time: 1402.32 ms [2022-04-24 02:59:23 main:574] : INFO : Epoch 1878 | loss: 0.0311976 | val_loss: 0.0311896 | Time: 1381.05 ms [2022-04-24 02:59:24 main:574] : INFO : Epoch 1879 | loss: 0.0311983 | val_loss: 0.0311907 | Time: 1402.89 ms [2022-04-24 02:59:26 main:574] : INFO : Epoch 1880 | loss: 0.0312003 | val_loss: 0.0311948 | Time: 1415.91 ms [2022-04-24 02:59:27 main:574] : INFO : Epoch 1881 | loss: 0.0312018 | val_loss: 0.031197 | Time: 1430.4 ms [2022-04-24 02:59:29 main:574] : INFO : Epoch 1882 | loss: 0.0311989 | val_loss: 0.0311909 | Time: 1404.44 ms [2022-04-24 02:59:30 main:574] : INFO : Epoch 1883 | loss: 0.031198 | val_loss: 0.0311887 | Time: 1406.72 ms [2022-04-24 02:59:32 main:574] : INFO : Epoch 1884 | loss: 0.0312001 | val_loss: 0.0311936 | Time: 1407.97 ms [2022-04-24 02:59:33 main:574] : INFO : Epoch 1885 | loss: 0.031201 | val_loss: 0.0311922 | Time: 1400.3 ms [2022-04-24 02:59:34 main:574] : INFO : Epoch 1886 | loss: 0.0312004 | val_loss: 0.031192 | Time: 1379.76 ms [2022-04-24 02:59:36 main:574] : INFO : Epoch 1887 | loss: 0.0312005 | val_loss: 0.0311906 | Time: 1425.31 ms [2022-04-24 02:59:37 main:574] : INFO : Epoch 1888 | loss: 0.0311983 | val_loss: 0.0311901 | Time: 1375.66 ms [2022-04-24 02:59:39 main:574] : INFO : Epoch 1889 | loss: 0.0311992 | val_loss: 0.0311937 | Time: 1412.13 ms [2022-04-24 02:59:40 main:574] : INFO : Epoch 1890 | loss: 0.0311986 | val_loss: 0.0311915 | Time: 1419.07 ms [2022-04-24 02:59:41 main:574] : INFO : Epoch 1891 | loss: 0.0311997 | val_loss: 0.0311903 | Time: 1412.48 ms [2022-04-24 02:59:43 main:574] : INFO : Epoch 1892 | loss: 0.0311982 | val_loss: 0.0311921 | Time: 1433.7 ms [2022-04-24 02:59:44 main:574] : INFO : Epoch 1893 | loss: 0.031197 | val_loss: 0.0311887 | Time: 1400.2 ms [2022-04-24 02:59:46 main:574] : INFO : Epoch 1894 | loss: 0.0311976 | val_loss: 0.0311893 | Time: 1386.55 ms [2022-04-24 02:59:47 main:574] : INFO : Epoch 1895 | loss: 0.0311972 | val_loss: 0.0311899 | Time: 1405.28 ms [2022-04-24 02:59:49 main:574] : INFO : Epoch 1896 | loss: 0.0311982 | val_loss: 0.0311909 | Time: 1382.26 ms [2022-04-24 02:59:50 main:574] : INFO : Epoch 1897 | loss: 0.0311973 | val_loss: 0.0311916 | Time: 1385.5 ms [2022-04-24 02:59:51 main:574] : INFO : Epoch 1898 | loss: 0.0311997 | val_loss: 0.0311936 | Time: 1381.8 ms [2022-04-24 02:59:53 main:574] : INFO : Epoch 1899 | loss: 0.0311993 | val_loss: 0.0311889 | Time: 1402.14 ms [2022-04-24 02:59:54 main:574] : INFO : Epoch 1900 | loss: 0.0311977 | val_loss: 0.0311907 | Time: 1406.27 ms [2022-04-24 02:59:56 main:574] : INFO : Epoch 1901 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 1370.85 ms [2022-04-24 02:59:57 main:574] : INFO : Epoch 1902 | loss: 0.0312016 | val_loss: 0.0311913 | Time: 1423.73 ms [2022-04-24 02:59:58 main:574] : INFO : Epoch 1903 | loss: 0.0311972 | val_loss: 0.0311892 | Time: 1425.45 ms [2022-04-24 03:00:00 main:574] : INFO : Epoch 1904 | loss: 0.0311977 | val_loss: 0.0311896 | Time: 1406.67 ms [2022-04-24 03:00:01 main:574] : INFO : Epoch 1905 | loss: 0.0311976 | val_loss: 0.0311898 | Time: 1425.85 ms [2022-04-24 03:00:03 main:574] : INFO : Epoch 1906 | loss: 0.0311978 | val_loss: 0.0311897 | Time: 1398.04 ms [2022-04-24 03:00:04 main:574] : INFO : Epoch 1907 | loss: 0.0311981 | val_loss: 0.0311931 | Time: 1395.92 ms [2022-04-24 03:00:05 main:574] : INFO : Epoch 1908 | loss: 0.031198 | val_loss: 0.0311897 | Time: 1377.65 ms [2022-04-24 03:00:07 main:574] : INFO : Epoch 1909 | loss: 0.0311981 | val_loss: 0.0311893 | Time: 1401.05 ms [2022-04-24 03:00:08 main:574] : INFO : Epoch 1910 | loss: 0.0311982 | val_loss: 0.0311901 | Time: 1404.07 ms [2022-04-24 03:00:10 main:574] : INFO : Epoch 1911 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1394.19 ms [2022-04-24 03:00:11 main:574] : INFO : Epoch 1912 | loss: 0.0311984 | val_loss: 0.0311901 | Time: 1399.13 ms [2022-04-24 03:00:13 main:574] : INFO : Epoch 1913 | loss: 0.0311977 | val_loss: 0.0311914 | Time: 1372.72 ms [2022-04-24 03:00:14 main:574] : INFO : Epoch 1914 | loss: 0.0311981 | val_loss: 0.0311895 | Time: 1414.47 ms [2022-04-24 03:00:15 main:574] : INFO : Epoch 1915 | loss: 0.0311974 | val_loss: 0.0311891 | Time: 1395.5 ms [2022-04-24 03:00:17 main:574] : INFO : Epoch 1916 | loss: 0.0311986 | val_loss: 0.0311947 | Time: 1381.91 ms [2022-04-24 03:00:18 main:574] : INFO : Epoch 1917 | loss: 0.031201 | val_loss: 0.0311961 | Time: 1406.97 ms [2022-04-24 03:00:20 main:574] : INFO : Epoch 1918 | loss: 0.0311979 | val_loss: 0.0311896 | Time: 1400.87 ms [2022-04-24 03:00:21 main:574] : INFO : Epoch 1919 | loss: 0.0311993 | val_loss: 0.0311911 | Time: 1381.6 ms [2022-04-24 03:00:22 main:574] : INFO : Epoch 1920 | loss: 0.0311991 | val_loss: 0.0311894 | Time: 1399.49 ms [2022-04-24 03:00:24 main:574] : INFO : Epoch 1921 | loss: 0.0311975 | val_loss: 0.0311897 | Time: 1392.1 ms [2022-04-24 03:00:25 main:574] : INFO : Epoch 1922 | loss: 0.0311974 | val_loss: 0.0311894 | Time: 1388.97 ms [2022-04-24 03:00:27 main:574] : INFO : Epoch 1923 | loss: 0.0311983 | val_loss: 0.0311936 | Time: 1399.85 ms [2022-04-24 03:00:28 main:574] : INFO : Epoch 1924 | loss: 0.0312002 | val_loss: 0.0311892 | Time: 1395.7 ms [2022-04-24 03:00:29 main:574] : INFO : Epoch 1925 | loss: 0.0311984 | val_loss: 0.0311899 | Time: 1399.75 ms [2022-04-24 03:00:31 main:574] : INFO : Epoch 1926 | loss: 0.0311979 | val_loss: 0.0311925 | Time: 1421.11 ms [2022-04-24 03:00:32 main:574] : INFO : Epoch 1927 | loss: 0.0312 | val_loss: 0.0311897 | Time: 1389.38 ms [2022-04-24 03:00:34 main:574] : INFO : Epoch 1928 | loss: 0.031199 | val_loss: 0.03119 | Time: 1392.83 ms [2022-04-24 03:00:35 main:574] : INFO : Epoch 1929 | loss: 0.0312002 | val_loss: 0.0311891 | Time: 1411.53 ms [2022-04-24 03:00:36 main:574] : INFO : Epoch 1930 | loss: 0.0311976 | val_loss: 0.0311906 | Time: 1405.99 ms [2022-04-24 03:00:38 main:574] : INFO : Epoch 1931 | loss: 0.0311977 | val_loss: 0.031191 | Time: 1412.17 ms [2022-04-24 03:00:39 main:574] : INFO : Epoch 1932 | loss: 0.0311975 | val_loss: 0.0311891 | Time: 1430.61 ms [2022-04-24 03:00:41 main:574] : INFO : Epoch 1933 | loss: 0.0311979 | val_loss: 0.031189 | Time: 1391.25 ms [2022-04-24 03:00:42 main:574] : INFO : Epoch 1934 | loss: 0.0311974 | val_loss: 0.0311897 | Time: 1404.74 ms [2022-04-24 03:00:44 main:574] : INFO : Epoch 1935 | loss: 0.0311998 | val_loss: 0.0311935 | Time: 1413.24 ms [2022-04-24 03:00:45 main:574] : INFO : Epoch 1936 | loss: 0.0312001 | val_loss: 0.0311917 | Time: 1402.29 ms [2022-04-24 03:00:46 main:574] : INFO : Epoch 1937 | loss: 0.0311997 | val_loss: 0.0311905 | Time: 1355.09 ms [2022-04-24 03:00:48 main:574] : INFO : Epoch 1938 | loss: 0.0311981 | val_loss: 0.0311918 | Time: 1400.83 ms [2022-04-24 03:00:49 main:574] : INFO : Epoch 1939 | loss: 0.0311986 | val_loss: 0.0311925 | Time: 1405.51 ms [2022-04-24 03:00:51 main:574] : INFO : Epoch 1940 | loss: 0.0312011 | val_loss: 0.0311966 | Time: 1390.56 ms [2022-04-24 03:00:52 main:574] : INFO : Epoch 1941 | loss: 0.0311985 | val_loss: 0.0311893 | Time: 1386.38 ms [2022-04-24 03:00:53 main:574] : INFO : Epoch 1942 | loss: 0.0311973 | val_loss: 0.0311897 | Time: 1350.4 ms [2022-04-24 03:00:55 main:574] : INFO : Epoch 1943 | loss: 0.0311978 | val_loss: 0.0311893 | Time: 1371.89 ms [2022-04-24 03:00:56 main:574] : INFO : Epoch 1944 | loss: 0.0311976 | val_loss: 0.03119 | Time: 1475.91 ms [2022-04-24 03:00:58 main:574] : INFO : Epoch 1945 | loss: 0.0311978 | val_loss: 0.0311894 | Time: 1437.37 ms [2022-04-24 03:00:59 main:574] : INFO : Epoch 1946 | loss: 0.0311977 | val_loss: 0.031191 | Time: 1464.73 ms [2022-04-24 03:01:01 main:574] : INFO : Epoch 1947 | loss: 0.0311975 | val_loss: 0.031192 | Time: 1407.05 ms [2022-04-24 03:01:02 main:574] : INFO : Epoch 1948 | loss: 0.0311981 | val_loss: 0.0311911 | Time: 1389.31 ms [2022-04-24 03:01:03 main:574] : INFO : Epoch 1949 | loss: 0.0311981 | val_loss: 0.0311937 | Time: 1401.88 ms [2022-04-24 03:01:05 main:574] : INFO : Epoch 1950 | loss: 0.0311988 | val_loss: 0.0311888 | Time: 1391.73 ms [2022-04-24 03:01:06 main:574] : INFO : Epoch 1951 | loss: 0.0311978 | val_loss: 0.0311913 | Time: 1379.45 ms [2022-04-24 03:01:08 main:574] : INFO : Epoch 1952 | loss: 0.0311981 | val_loss: 0.0311892 | Time: 1410.75 ms [2022-04-24 03:01:09 main:574] : INFO : Epoch 1953 | loss: 0.0312006 | val_loss: 0.0311905 | Time: 1381.56 ms [2022-04-24 03:01:10 main:574] : INFO : Epoch 1954 | loss: 0.031202 | val_loss: 0.0311907 | Time: 1424.47 ms [2022-04-24 03:01:12 main:574] : INFO : Epoch 1955 | loss: 0.0312009 | val_loss: 0.0311892 | Time: 1403.24 ms [2022-04-24 03:01:13 main:574] : INFO : Epoch 1956 | loss: 0.0311982 | val_loss: 0.0311892 | Time: 1415.17 ms [2022-04-24 03:01:15 main:574] : INFO : Epoch 1957 | loss: 0.0311984 | val_loss: 0.0311887 | Time: 1410.85 ms [2022-04-24 03:01:16 main:574] : INFO : Epoch 1958 | loss: 0.0311982 | val_loss: 0.0311936 | Time: 1397.47 ms [2022-04-24 03:01:18 main:574] : INFO : Epoch 1959 | loss: 0.0312002 | val_loss: 0.0311923 | Time: 1412.35 ms [2022-04-24 03:01:19 main:574] : INFO : Epoch 1960 | loss: 0.031199 | val_loss: 0.0311917 | Time: 1379.09 ms [2022-04-24 03:01:20 main:574] : INFO : Epoch 1961 | loss: 0.0311996 | val_loss: 0.03119 | Time: 1404.1 ms [2022-04-24 03:01:22 main:574] : INFO : Epoch 1962 | loss: 0.0312008 | val_loss: 0.0311898 | Time: 1414.82 ms [2022-04-24 03:01:23 main:574] : INFO : Epoch 1963 | loss: 0.0312 | val_loss: 0.031189 | Time: 1417.18 ms [2022-04-24 03:01:25 main:574] : INFO : Epoch 1964 | loss: 0.0311983 | val_loss: 0.0311939 | Time: 1379.5 ms [2022-04-24 03:01:26 main:574] : INFO : Epoch 1965 | loss: 0.031199 | val_loss: 0.0311889 | Time: 1391.33 ms [2022-04-24 03:01:27 main:574] : INFO : Epoch 1966 | loss: 0.0311976 | val_loss: 0.0311905 | Time: 1429.93 ms [2022-04-24 03:01:29 main:574] : INFO : Epoch 1967 | loss: 0.0311973 | val_loss: 0.0311919 | Time: 1414.1 ms [2022-04-24 03:01:30 main:574] : INFO : Epoch 1968 | loss: 0.0311979 | val_loss: 0.0311904 | Time: 1414.28 ms [2022-04-24 03:01:32 main:574] : INFO : Epoch 1969 | loss: 0.0311976 | val_loss: 0.0311894 | Time: 1401.73 ms [2022-04-24 03:01:33 main:574] : INFO : Epoch 1970 | loss: 0.031199 | val_loss: 0.031197 | Time: 1380.53 ms [2022-04-24 03:01:34 main:574] : INFO : Epoch 1971 | loss: 0.0312043 | val_loss: 0.0312002 | Time: 1406.3 ms [2022-04-24 03:01:36 main:574] : INFO : Epoch 1972 | loss: 0.0312009 | val_loss: 0.0311921 | Time: 1435.97 ms [2022-04-24 03:01:37 main:574] : INFO : Epoch 1973 | loss: 0.0311993 | val_loss: 0.031192 | Time: 1384.13 ms [2022-04-24 03:01:39 main:574] : INFO : Epoch 1974 | loss: 0.0311982 | val_loss: 0.0311892 | Time: 1402.39 ms [2022-04-24 03:01:40 main:574] : INFO : Epoch 1975 | loss: 0.0311972 | val_loss: 0.0311894 | Time: 1409.75 ms [2022-04-24 03:01:42 main:574] : INFO : Epoch 1976 | loss: 0.0311979 | val_loss: 0.03119 | Time: 1444.29 ms [2022-04-24 03:01:43 main:574] : INFO : Epoch 1977 | loss: 0.0311976 | val_loss: 0.0311894 | Time: 1415.68 ms [2022-04-24 03:01:44 main:574] : INFO : Epoch 1978 | loss: 0.031197 | val_loss: 0.0311898 | Time: 1401.43 ms [2022-04-24 03:01:46 main:574] : INFO : Epoch 1979 | loss: 0.0311975 | val_loss: 0.0311894 | Time: 1363.84 ms [2022-04-24 03:01:47 main:574] : INFO : Epoch 1980 | loss: 0.0311972 | val_loss: 0.0311906 | Time: 1414.98 ms [2022-04-24 03:01:49 main:574] : INFO : Epoch 1981 | loss: 0.0311973 | val_loss: 0.031189 | Time: 1403.48 ms [2022-04-24 03:01:50 main:574] : INFO : Epoch 1982 | loss: 0.0311979 | val_loss: 0.0311898 | Time: 1404.11 ms [2022-04-24 03:01:51 main:574] : INFO : Epoch 1983 | loss: 0.0311981 | val_loss: 0.0311905 | Time: 1380.31 ms [2022-04-24 03:01:53 main:574] : INFO : Epoch 1984 | loss: 0.0311984 | val_loss: 0.0311893 | Time: 1424.1 ms [2022-04-24 03:01:54 main:574] : INFO : Epoch 1985 | loss: 0.0311977 | val_loss: 0.0311887 | Time: 1418.24 ms [2022-04-24 03:01:56 main:574] : INFO : Epoch 1986 | loss: 0.0311975 | val_loss: 0.0311902 | Time: 1395.11 ms [2022-04-24 03:01:57 main:574] : INFO : Epoch 1987 | loss: 0.0311983 | val_loss: 0.0311896 | Time: 1411.13 ms [2022-04-24 03:01:59 main:574] : INFO : Epoch 1988 | loss: 0.0312003 | val_loss: 0.0311931 | Time: 1405.29 ms [2022-04-24 03:02:00 main:574] : INFO : Epoch 1989 | loss: 0.0311984 | val_loss: 0.0311902 | Time: 1419.61 ms [2022-04-24 03:02:01 main:574] : INFO : Epoch 1990 | loss: 0.0311975 | val_loss: 0.0311904 | Time: 1379.19 ms [2022-04-24 03:02:03 main:574] : INFO : Epoch 1991 | loss: 0.0311987 | val_loss: 0.0311908 | Time: 1378.51 ms [2022-04-24 03:02:04 main:574] : INFO : Epoch 1992 | loss: 0.0311977 | val_loss: 0.0311901 | Time: 1401.55 ms [2022-04-24 03:02:06 main:574] : INFO : Epoch 1993 | loss: 0.0311986 | val_loss: 0.0311887 | Time: 1391.76 ms [2022-04-24 03:02:07 main:574] : INFO : Epoch 1994 | loss: 0.0311977 | val_loss: 0.0311899 | Time: 1417.86 ms [2022-04-24 03:02:08 main:574] : INFO : Epoch 1995 | loss: 0.0311976 | val_loss: 0.031191 | Time: 1368.34 ms [2022-04-24 03:02:10 main:574] : INFO : Epoch 1996 | loss: 0.0311992 | val_loss: 0.0311917 | Time: 1405.33 ms [2022-04-24 03:02:11 main:574] : INFO : Epoch 1997 | loss: 0.031198 | val_loss: 0.0311923 | Time: 1403.44 ms [2022-04-24 03:02:13 main:574] : INFO : Epoch 1998 | loss: 0.0311989 | val_loss: 0.0311891 | Time: 1400.92 ms [2022-04-24 03:02:14 main:574] : INFO : Epoch 1999 | loss: 0.0311988 | val_loss: 0.0311906 | Time: 1371.17 ms [2022-04-24 03:02:15 main:574] : INFO : Epoch 2000 | loss: 0.0311978 | val_loss: 0.0311895 | Time: 1372.37 ms [2022-04-24 03:02:17 main:574] : INFO : Epoch 2001 | loss: 0.0311984 | val_loss: 0.0311907 | Time: 1384.99 ms [2022-04-24 03:02:18 main:574] : INFO : Epoch 2002 | loss: 0.0311985 | val_loss: 0.0311905 | Time: 1408.37 ms [2022-04-24 03:02:20 main:574] : INFO : Epoch 2003 | loss: 0.031198 | val_loss: 0.03119 | Time: 1394.33 ms [2022-04-24 03:02:21 main:574] : INFO : Epoch 2004 | loss: 0.0311976 | val_loss: 0.0311918 | Time: 1405.34 ms [2022-04-24 03:02:22 main:574] : INFO : Epoch 2005 | loss: 0.0311984 | val_loss: 0.031193 | Time: 1370.51 ms [2022-04-24 03:02:24 main:574] : INFO : Epoch 2006 | loss: 0.0311994 | val_loss: 0.031189 | Time: 1404.25 ms [2022-04-24 03:02:25 main:574] : INFO : Epoch 2007 | loss: 0.0311986 | val_loss: 0.0311914 | Time: 1380.99 ms [2022-04-24 03:02:27 main:574] : INFO : Epoch 2008 | loss: 0.0312111 | val_loss: 0.031221 | Time: 1402.71 ms [2022-04-24 03:02:28 main:574] : INFO : Epoch 2009 | loss: 0.03284 | val_loss: 0.0318996 | Time: 1396.37 ms [2022-04-24 03:02:29 main:574] : INFO : Epoch 2010 | loss: 0.033637 | val_loss: 0.0315972 | Time: 1389.77 ms [2022-04-24 03:02:31 main:574] : INFO : Epoch 2011 | loss: 0.031403 | val_loss: 0.0312659 | Time: 1413.34 ms [2022-04-24 03:02:32 main:574] : INFO : Epoch 2012 | loss: 0.0312277 | val_loss: 0.0312003 | Time: 1410.48 ms [2022-04-24 03:02:34 main:574] : INFO : Epoch 2013 | loss: 0.031205 | val_loss: 0.0311991 | Time: 1408.97 ms [2022-04-24 03:02:35 main:574] : INFO : Epoch 2014 | loss: 0.0312002 | val_loss: 0.0311905 | Time: 1395.27 ms [2022-04-24 03:02:37 main:574] : INFO : Epoch 2015 | loss: 0.0311984 | val_loss: 0.03119 | Time: 1403 ms [2022-04-24 03:02:38 main:574] : INFO : Epoch 2016 | loss: 0.0311989 | val_loss: 0.0311895 | Time: 1413.84 ms [2022-04-24 03:02:39 main:574] : INFO : Epoch 2017 | loss: 0.0311993 | val_loss: 0.0311908 | Time: 1373.9 ms [2022-04-24 03:02:41 main:574] : INFO : Epoch 2018 | loss: 0.0311997 | val_loss: 0.0311923 | Time: 1409.27 ms [2022-04-24 03:02:42 main:574] : INFO : Epoch 2019 | loss: 0.0311998 | val_loss: 0.0311908 | Time: 1426.43 ms [2022-04-24 03:02:44 main:574] : INFO : Epoch 2020 | loss: 0.0311996 | val_loss: 0.0311903 | Time: 1409.78 ms [2022-04-24 03:02:45 main:574] : INFO : Epoch 2021 | loss: 0.0312005 | val_loss: 0.0311899 | Time: 1393.44 ms [2022-04-24 03:02:46 main:574] : INFO : Epoch 2022 | loss: 0.0311977 | val_loss: 0.03119 | Time: 1398.75 ms [2022-04-24 03:02:48 main:574] : INFO : Epoch 2023 | loss: 0.0311979 | val_loss: 0.0311913 | Time: 1428.57 ms [2022-04-24 03:02:49 main:574] : INFO : Epoch 2024 | loss: 0.0311984 | val_loss: 0.0311899 | Time: 1429.16 ms [2022-04-24 03:02:51 main:574] : INFO : Epoch 2025 | loss: 0.0311974 | val_loss: 0.0311898 | Time: 1425.44 ms [2022-04-24 03:02:52 main:574] : INFO : Epoch 2026 | loss: 0.0311976 | val_loss: 0.0311896 | Time: 1378.99 ms [2022-04-24 03:02:54 main:574] : INFO : Epoch 2027 | loss: 0.0311977 | val_loss: 0.0311896 | Time: 1405.69 ms [2022-04-24 03:02:55 main:574] : INFO : Epoch 2028 | loss: 0.0311976 | val_loss: 0.031192 | Time: 1412.76 ms [2022-04-24 03:02:56 main:574] : INFO : Epoch 2029 | loss: 0.0311983 | val_loss: 0.0311889 | Time: 1412.63 ms [2022-04-24 03:02:58 main:574] : INFO : Epoch 2030 | loss: 0.0311976 | val_loss: 0.0311928 | Time: 1404.48 ms [2022-04-24 03:02:59 main:574] : INFO : Epoch 2031 | loss: 0.0311986 | val_loss: 0.031191 | Time: 1407.85 ms [2022-04-24 03:03:01 main:574] : INFO : Epoch 2032 | loss: 0.0311984 | val_loss: 0.0311947 | Time: 1378.24 ms [2022-04-24 03:03:02 main:574] : INFO : Epoch 2033 | loss: 0.0311988 | val_loss: 0.0311893 | Time: 1412.98 ms [2022-04-24 03:03:03 main:574] : INFO : Epoch 2034 | loss: 0.0311983 | val_loss: 0.0311896 | Time: 1369.94 ms [2022-04-24 03:03:05 main:574] : INFO : Epoch 2035 | loss: 0.0311978 | val_loss: 0.0311895 | Time: 1420.29 ms [2022-04-24 03:03:06 main:574] : INFO : Epoch 2036 | loss: 0.0311974 | val_loss: 0.0311889 | Time: 1381.46 ms [2022-04-24 03:03:08 main:574] : INFO : Epoch 2037 | loss: 0.0311981 | val_loss: 0.0311908 | Time: 1416.26 ms [2022-04-24 03:03:09 main:574] : INFO : Epoch 2038 | loss: 0.0311989 | val_loss: 0.0311892 | Time: 1419.05 ms [2022-04-24 03:03:11 main:574] : INFO : Epoch 2039 | loss: 0.0311974 | val_loss: 0.0311903 | Time: 1390.65 ms [2022-04-24 03:03:12 main:574] : INFO : Epoch 2040 | loss: 0.0311978 | val_loss: 0.0311898 | Time: 1413.43 ms [2022-04-24 03:03:13 main:574] : INFO : Epoch 2041 | loss: 0.0311975 | val_loss: 0.0311895 | Time: 1372.05 ms [2022-04-24 03:03:15 main:574] : INFO : Epoch 2042 | loss: 0.0311981 | val_loss: 0.031189 | Time: 1393.85 ms [2022-04-24 03:03:16 main:574] : INFO : Epoch 2043 | loss: 0.0311971 | val_loss: 0.031189 | Time: 1398.83 ms [2022-04-24 03:03:18 main:574] : INFO : Epoch 2044 | loss: 0.031197 | val_loss: 0.0311891 | Time: 1385.94 ms [2022-04-24 03:03:19 main:574] : INFO : Epoch 2045 | loss: 0.0311972 | val_loss: 0.0311889 | Time: 1429.12 ms [2022-04-24 03:03:20 main:574] : INFO : Epoch 2046 | loss: 0.0311971 | val_loss: 0.0311895 | Time: 1387.65 ms [2022-04-24 03:03:22 main:574] : INFO : Epoch 2047 | loss: 0.0311973 | val_loss: 0.0311889 | Time: 1408.04 ms [2022-04-24 03:03:23 main:574] : INFO : Epoch 2048 | loss: 0.0311977 | val_loss: 0.0311932 | Time: 1429.43 ms [2022-04-24 03:03:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311932 [2022-04-24 03:03:23 main:603] : INFO : Saving end state to config to file [2022-04-24 03:03:23 main:608] : INFO : Success, exiting.. 03:03:23 (66424): 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)