Task 14596777
| Name | ParityModified-1647042376-28458-3-0_1 |
| Workunit | 11495103 |
| Created | 11 Apr 2022, 6:44:33 UTC |
| Sent | 11 Apr 2022, 6:47:31 UTC |
| Report deadline | 19 Apr 2022, 6:47:31 UTC |
| Received | 11 Apr 2022, 17:42:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 34 sec |
| CPU time | 42 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.031176 | val_loss: 0.0311907 | Time: 1483.88 ms [2022-04-11 18:35:58 main:574] : INFO : Epoch 1543 | loss: 0.0311757 | val_loss: 0.0311926 | Time: 1497.94 ms [2022-04-11 18:35:59 main:574] : INFO : Epoch 1544 | loss: 0.0311773 | val_loss: 0.0311978 | Time: 1408.91 ms [2022-04-11 18:36:01 main:574] : INFO : Epoch 1545 | loss: 0.0311803 | val_loss: 0.031193 | Time: 1508.91 ms [2022-04-11 18:36:02 main:574] : INFO : Epoch 1546 | loss: 0.0311761 | val_loss: 0.0311917 | Time: 1519.65 ms [2022-04-11 18:36:04 main:574] : INFO : Epoch 1547 | loss: 0.0311743 | val_loss: 0.0311932 | Time: 1532.14 ms [2022-04-11 18:36:05 main:574] : INFO : Epoch 1548 | loss: 0.0311804 | val_loss: 0.0311965 | Time: 1512.83 ms [2022-04-11 18:36:07 main:574] : INFO : Epoch 1549 | loss: 0.0311778 | val_loss: 0.0311975 | Time: 1473.61 ms [2022-04-11 18:36:08 main:574] : INFO : Epoch 1550 | loss: 0.031183 | val_loss: 0.0312039 | Time: 1453.54 ms [2022-04-11 18:36:10 main:574] : INFO : Epoch 1551 | loss: 0.0311808 | val_loss: 0.0311931 | Time: 1504.48 ms [2022-04-11 18:36:11 main:574] : INFO : Epoch 1552 | loss: 0.0311749 | val_loss: 0.0311901 | Time: 1450.18 ms [2022-04-11 18:36:13 main:574] : INFO : Epoch 1553 | loss: 0.0311741 | val_loss: 0.0311929 | Time: 1482.98 ms [2022-04-11 18:36:14 main:574] : INFO : Epoch 1554 | loss: 0.0311753 | val_loss: 0.0311902 | Time: 1420.85 ms [2022-04-11 18:36:16 main:574] : INFO : Epoch 1555 | loss: 0.0311783 | val_loss: 0.0311895 | Time: 1514.58 ms [2022-04-11 18:36:17 main:574] : INFO : Epoch 1556 | loss: 0.0311778 | val_loss: 0.0311919 | Time: 1391.44 ms [2022-04-11 18:36:19 main:574] : INFO : Epoch 1557 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1504.72 ms [2022-04-11 18:36:20 main:574] : INFO : Epoch 1558 | loss: 0.0311797 | val_loss: 0.0311922 | Time: 1423.87 ms [2022-04-11 18:36:22 main:574] : INFO : Epoch 1559 | loss: 0.0311786 | val_loss: 0.0311909 | Time: 1501.52 ms [2022-04-11 18:36:23 main:574] : INFO : Epoch 1560 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 1445.27 ms [2022-04-11 18:36:25 main:574] : INFO : Epoch 1561 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 1521.13 ms [2022-04-11 18:36:26 main:574] : INFO : Epoch 1562 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 1434.8 ms [2022-04-11 18:36:28 main:574] : INFO : Epoch 1563 | loss: 0.0311775 | val_loss: 0.0311908 | Time: 1444.44 ms [2022-04-11 18:36:29 main:574] : INFO : Epoch 1564 | loss: 0.0311765 | val_loss: 0.0311891 | Time: 1483.29 ms [2022-04-11 18:36:30 main:574] : INFO : Epoch 1565 | loss: 0.0311792 | val_loss: 0.0311894 | Time: 1367.01 ms [2022-04-11 18:36:32 main:574] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 1399.09 ms [2022-04-11 18:36:33 main:574] : INFO : Epoch 1567 | loss: 0.0311778 | val_loss: 0.0311881 | Time: 1439.44 ms [2022-04-11 18:36:35 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 1346.04 ms [2022-04-11 18:36:36 main:574] : INFO : Epoch 1569 | loss: 0.0311761 | val_loss: 0.0311876 | Time: 1459.23 ms [2022-04-11 18:36:38 main:574] : INFO : Epoch 1570 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 1400.47 ms [2022-04-11 18:36:39 main:574] : INFO : Epoch 1571 | loss: 0.0311766 | val_loss: 0.0311889 | Time: 1500.37 ms [2022-04-11 18:36:41 main:574] : INFO : Epoch 1572 | loss: 0.0311742 | val_loss: 0.0311886 | Time: 1450.15 ms [2022-04-11 18:36:42 main:574] : INFO : Epoch 1573 | loss: 0.0311758 | val_loss: 0.0311881 | Time: 1440.85 ms [2022-04-11 18:36:44 main:574] : INFO : Epoch 1574 | loss: 0.0311755 | val_loss: 0.0311912 | Time: 1473.65 ms [2022-04-11 18:36:45 main:574] : INFO : Epoch 1575 | loss: 0.031182 | val_loss: 0.0311896 | Time: 1576.14 ms [2022-04-11 18:36:47 main:574] : INFO : Epoch 1576 | loss: 0.0311813 | val_loss: 0.0311984 | Time: 1468.81 ms [2022-04-11 18:36:48 main:574] : INFO : Epoch 1577 | loss: 0.031178 | val_loss: 0.0311869 | Time: 1521.5 ms [2022-04-11 18:36:50 main:574] : INFO : Epoch 1578 | loss: 0.0311765 | val_loss: 0.0311914 | Time: 1519.78 ms [2022-04-11 18:36:51 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.031192 | Time: 1398.38 ms [2022-04-11 18:36:52 main:574] : INFO : Epoch 1580 | loss: 0.0311764 | val_loss: 0.031189 | Time: 1355.67 ms [2022-04-11 18:36:54 main:574] : INFO : Epoch 1581 | loss: 0.0311765 | val_loss: 0.0311887 | Time: 1480.86 ms [2022-04-11 18:36:55 main:574] : INFO : Epoch 1582 | loss: 0.0311772 | val_loss: 0.0311923 | Time: 1391.11 ms [2022-04-11 18:36:57 main:574] : INFO : Epoch 1583 | loss: 0.0311813 | val_loss: 0.0311959 | Time: 1480.04 ms [2022-04-11 18:36:58 main:574] : INFO : Epoch 1584 | loss: 0.031181 | val_loss: 0.0311914 | Time: 1521.79 ms [2022-04-11 18:37:00 main:574] : INFO : Epoch 1585 | loss: 0.0311767 | val_loss: 0.0311938 | Time: 1483.16 ms [2022-04-11 18:37:01 main:574] : INFO : Epoch 1586 | loss: 0.0311757 | val_loss: 0.0311893 | Time: 1463.21 ms [2022-04-11 18:37:03 main:574] : INFO : Epoch 1587 | loss: 0.0311774 | val_loss: 0.0311956 | Time: 1359.75 ms [2022-04-11 18:37:04 main:574] : INFO : Epoch 1588 | loss: 0.0311763 | val_loss: 0.0311878 | Time: 1365.57 ms [2022-04-11 18:37:06 main:574] : INFO : Epoch 1589 | loss: 0.0311757 | val_loss: 0.031189 | Time: 1508.73 ms [2022-04-11 18:37:07 main:574] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 1420.01 ms [2022-04-11 18:37:09 main:574] : INFO : Epoch 1591 | loss: 0.0311893 | val_loss: 0.0312005 | Time: 1478.11 ms [2022-04-11 18:37:10 main:574] : INFO : Epoch 1592 | loss: 0.0311887 | val_loss: 0.0311935 | Time: 1547.75 ms [2022-04-11 18:37:12 main:574] : INFO : Epoch 1593 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 1382.33 ms [2022-04-11 18:37:13 main:574] : INFO : Epoch 1594 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 1352.37 ms [2022-04-11 18:37:14 main:574] : INFO : Epoch 1595 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1453.15 ms [2022-04-11 18:37:16 main:574] : INFO : Epoch 1596 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 1377.57 ms [2022-04-11 18:37:17 main:574] : INFO : Epoch 1597 | loss: 0.0311811 | val_loss: 0.0311969 | Time: 1543.12 ms [2022-04-11 18:37:19 main:574] : INFO : Epoch 1598 | loss: 0.0311795 | val_loss: 0.0311903 | Time: 1485.51 ms [2022-04-11 18:37:20 main:574] : INFO : Epoch 1599 | loss: 0.031178 | val_loss: 0.031187 | Time: 1555.54 ms [2022-04-11 18:37:22 main:574] : INFO : Epoch 1600 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 1349.68 ms [2022-04-11 18:37:23 main:574] : INFO : Epoch 1601 | loss: 0.0311752 | val_loss: 0.0311895 | Time: 1549.59 ms [2022-04-11 18:37:25 main:574] : INFO : Epoch 1602 | loss: 0.0311753 | val_loss: 0.0311865 | Time: 1503.44 ms [2022-04-11 18:37:26 main:574] : INFO : Epoch 1603 | loss: 0.0311774 | val_loss: 0.0311931 | Time: 1503.27 ms [2022-04-11 18:37:28 main:574] : INFO : Epoch 1604 | loss: 0.0311803 | val_loss: 0.0311913 | Time: 1409.48 ms [2022-04-11 18:37:29 main:574] : INFO : Epoch 1605 | loss: 0.0311803 | val_loss: 0.0312069 | Time: 1372.68 ms [2022-04-11 18:37:31 main:574] : INFO : Epoch 1606 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 1366.67 ms [2022-04-11 18:37:32 main:574] : INFO : Epoch 1607 | loss: 0.0311747 | val_loss: 0.0311872 | Time: 1377.4 ms [2022-04-11 18:37:34 main:574] : INFO : Epoch 1608 | loss: 0.0311749 | val_loss: 0.0311882 | Time: 1521.94 ms [2022-04-11 18:37:35 main:574] : INFO : Epoch 1609 | loss: 0.0311751 | val_loss: 0.031189 | Time: 1391.39 ms [2022-04-11 18:37:37 main:574] : INFO : Epoch 1610 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 1544.49 ms [2022-04-11 18:37:38 main:574] : INFO : Epoch 1611 | loss: 0.0311759 | val_loss: 0.0311911 | Time: 1496.69 ms [2022-04-11 18:37:39 main:574] : INFO : Epoch 1612 | loss: 0.0311769 | val_loss: 0.0311939 | Time: 1355.93 ms [2022-04-11 18:37:41 main:574] : INFO : Epoch 1613 | loss: 0.0311769 | val_loss: 0.0311875 | Time: 1468.23 ms [2022-04-11 18:37:42 main:574] : INFO : Epoch 1614 | loss: 0.0311776 | val_loss: 0.0311936 | Time: 1456.64 ms [2022-04-11 18:37:44 main:574] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.031188 | Time: 1444.1 ms [2022-04-11 18:37:45 main:574] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311901 | Time: 1494.23 ms [2022-04-11 18:37:47 main:574] : INFO : Epoch 1617 | loss: 0.0311775 | val_loss: 0.0311919 | Time: 1389.21 ms [2022-04-11 18:37:48 main:574] : INFO : Epoch 1618 | loss: 0.0311743 | val_loss: 0.031188 | Time: 1562.41 ms [2022-04-11 18:37:50 main:574] : INFO : Epoch 1619 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 1511.77 ms [2022-04-11 18:37:51 main:574] : INFO : Epoch 1620 | loss: 0.0311759 | val_loss: 0.0311878 | Time: 1355.23 ms [2022-04-11 18:37:53 main:574] : INFO : Epoch 1621 | loss: 0.0311748 | val_loss: 0.0311878 | Time: 1508.65 ms [2022-04-11 18:37:54 main:574] : INFO : Epoch 1622 | loss: 0.0311752 | val_loss: 0.0311956 | Time: 1514.77 ms [2022-04-11 18:37:56 main:574] : INFO : Epoch 1623 | loss: 0.031177 | val_loss: 0.0311863 | Time: 1419.02 ms [2022-04-11 18:37:57 main:574] : INFO : Epoch 1624 | loss: 0.0311734 | val_loss: 0.0311884 | Time: 1488.46 ms [2022-04-11 18:37:59 main:574] : INFO : Epoch 1625 | loss: 0.0311756 | val_loss: 0.0311933 | Time: 1394.3 ms [2022-04-11 18:38:00 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.0311863 | Time: 1475.78 ms [2022-04-11 18:38:02 main:574] : INFO : Epoch 1627 | loss: 0.0311725 | val_loss: 0.0311881 | Time: 1382.88 ms [2022-04-11 18:38:03 main:574] : INFO : Epoch 1628 | loss: 0.0311727 | val_loss: 0.0311879 | Time: 1341.7 ms [2022-04-11 18:38:04 main:574] : INFO : Epoch 1629 | loss: 0.0311733 | val_loss: 0.0311882 | Time: 1494.42 ms [2022-04-11 18:38:06 main:574] : INFO : Epoch 1630 | loss: 0.0311729 | val_loss: 0.0311879 | Time: 1481.02 ms [2022-04-11 18:38:07 main:574] : INFO : Epoch 1631 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 1529.43 ms [2022-04-11 18:38:09 main:574] : INFO : Epoch 1632 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 1476.31 ms [2022-04-11 18:38:10 main:574] : INFO : Epoch 1633 | loss: 0.0311731 | val_loss: 0.0311878 | Time: 1384.1 ms [2022-04-11 18:38:12 main:574] : INFO : Epoch 1634 | loss: 0.031173 | val_loss: 0.0311871 | Time: 1512.03 ms [2022-04-11 18:38:13 main:574] : INFO : Epoch 1635 | loss: 0.0311747 | val_loss: 0.0311913 | Time: 1402.4 ms [2022-04-11 18:38:15 main:574] : INFO : Epoch 1636 | loss: 0.0311754 | val_loss: 0.031188 | Time: 1483.16 ms [2022-04-11 18:38:16 main:574] : INFO : Epoch 1637 | loss: 0.031175 | val_loss: 0.0311883 | Time: 1404.6 ms [2022-04-11 18:38:18 main:574] : INFO : Epoch 1638 | loss: 0.0311742 | val_loss: 0.0311866 | Time: 1486.56 ms [2022-04-11 18:38:19 main:574] : INFO : Epoch 1639 | loss: 0.0311784 | val_loss: 0.0311958 | Time: 1370.43 ms [2022-04-11 18:38:21 main:574] : INFO : Epoch 1640 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 1432.92 ms [2022-04-11 18:38:22 main:574] : INFO : Epoch 1641 | loss: 0.0311991 | val_loss: 0.0311986 | Time: 1503.66 ms [2022-04-11 18:38:24 main:574] : INFO : Epoch 1642 | loss: 0.0311959 | val_loss: 0.0312007 | Time: 1486.11 ms [2022-04-11 18:38:25 main:574] : INFO : Epoch 1643 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1466.75 ms [2022-04-11 18:38:27 main:574] : INFO : Epoch 1644 | loss: 0.0311966 | val_loss: 0.0311941 | Time: 1501.4 ms [2022-04-11 18:38:28 main:574] : INFO : Epoch 1645 | loss: 0.0311933 | val_loss: 0.0311973 | Time: 1500.87 ms [2022-04-11 18:38:30 main:574] : INFO : Epoch 1646 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 1491.48 ms [2022-04-11 18:38:31 main:574] : INFO : Epoch 1647 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 1515.57 ms [2022-04-11 18:38:33 main:574] : INFO : Epoch 1648 | loss: 0.0311918 | val_loss: 0.0311933 | Time: 1487.84 ms [2022-04-11 18:38:34 main:574] : INFO : Epoch 1649 | loss: 0.03119 | val_loss: 0.0311937 | Time: 1514.37 ms [2022-04-11 18:38:36 main:574] : INFO : Epoch 1650 | loss: 0.0311905 | val_loss: 0.0311949 | Time: 1414.06 ms [2022-04-11 18:38:37 main:574] : INFO : Epoch 1651 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 1484.51 ms [2022-04-11 18:38:39 main:574] : INFO : Epoch 1652 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 1391.55 ms [2022-04-11 18:38:40 main:574] : INFO : Epoch 1653 | loss: 0.0311908 | val_loss: 0.0311924 | Time: 1445.81 ms [2022-04-11 18:38:42 main:574] : INFO : Epoch 1654 | loss: 0.0311842 | val_loss: 0.0311937 | Time: 1500.28 ms [2022-04-11 18:38:43 main:574] : INFO : Epoch 1655 | loss: 0.0311846 | val_loss: 0.0311948 | Time: 1466.05 ms [2022-04-11 18:38:45 main:574] : INFO : Epoch 1656 | loss: 0.0311846 | val_loss: 0.03119 | Time: 1513.99 ms [2022-04-11 18:38:46 main:574] : INFO : Epoch 1657 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 1344.29 ms [2022-04-11 18:38:47 main:574] : INFO : Epoch 1658 | loss: 0.031184 | val_loss: 0.0311942 | Time: 1466.41 ms [2022-04-11 18:38:49 main:574] : INFO : Epoch 1659 | loss: 0.0311826 | val_loss: 0.0311927 | Time: 1364.84 ms [2022-04-11 18:38:50 main:574] : INFO : Epoch 1660 | loss: 0.0311834 | val_loss: 0.0311928 | Time: 1495.38 ms [2022-04-11 18:38:52 main:574] : INFO : Epoch 1661 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 1460.01 ms [2022-04-11 18:38:53 main:574] : INFO : Epoch 1662 | loss: 0.0311832 | val_loss: 0.0311947 | Time: 1522.13 ms [2022-04-11 18:38:55 main:574] : INFO : Epoch 1663 | loss: 0.0311812 | val_loss: 0.0311917 | Time: 1457.47 ms [2022-04-11 18:38:56 main:574] : INFO : Epoch 1664 | loss: 0.0311809 | val_loss: 0.0311925 | Time: 1513.39 ms [2022-04-11 18:38:58 main:574] : INFO : Epoch 1665 | loss: 0.0311797 | val_loss: 0.0311934 | Time: 1426.84 ms [2022-04-11 18:38:59 main:574] : INFO : Epoch 1666 | loss: 0.0311799 | val_loss: 0.0311927 | Time: 1490.56 ms [2022-04-11 18:39:01 main:574] : INFO : Epoch 1667 | loss: 0.0311802 | val_loss: 0.0311909 | Time: 1468.41 ms [2022-04-11 18:39:02 main:574] : INFO : Epoch 1668 | loss: 0.0311795 | val_loss: 0.0311918 | Time: 1367.85 ms [2022-04-11 18:39:04 main:574] : INFO : Epoch 1669 | loss: 0.0311803 | val_loss: 0.0311901 | Time: 1472.96 ms [2022-04-11 18:39:05 main:574] : INFO : Epoch 1670 | loss: 0.0311793 | val_loss: 0.03119 | Time: 1437.84 ms [2022-04-11 18:39:07 main:574] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 1506.02 ms [2022-04-11 18:39:08 main:574] : INFO : Epoch 1672 | loss: 0.03118 | val_loss: 0.0311913 | Time: 1469.8 ms [2022-04-11 18:39:10 main:574] : INFO : Epoch 1673 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 1546.06 ms [2022-04-11 18:39:11 main:574] : INFO : Epoch 1674 | loss: 0.0311798 | val_loss: 0.0311891 | Time: 1405.18 ms [2022-04-11 18:39:13 main:574] : INFO : Epoch 1675 | loss: 0.0311793 | val_loss: 0.0311903 | Time: 1461.56 ms [2022-04-11 18:39:14 main:574] : INFO : Epoch 1676 | loss: 0.03118 | val_loss: 0.0311918 | Time: 1531.68 ms [2022-04-11 18:39:16 main:574] : INFO : Epoch 1677 | loss: 0.0311795 | val_loss: 0.0312058 | Time: 1468.14 ms [2022-04-11 18:39:17 main:574] : INFO : Epoch 1678 | loss: 0.0311826 | val_loss: 0.0311904 | Time: 1450.37 ms [2022-04-11 18:39:19 main:574] : INFO : Epoch 1679 | loss: 0.0311814 | val_loss: 0.031193 | Time: 1525.49 ms [2022-04-11 18:39:20 main:574] : INFO : Epoch 1680 | loss: 0.0311817 | val_loss: 0.0311914 | Time: 1522.7 ms [2022-04-11 18:39:22 main:574] : INFO : Epoch 1681 | loss: 0.0311789 | val_loss: 0.0311981 | Time: 1472.71 ms [2022-04-11 18:39:23 main:574] : INFO : Epoch 1682 | loss: 0.0311785 | val_loss: 0.0311882 | Time: 1571 ms [2022-04-11 18:39:25 main:574] : INFO : Epoch 1683 | loss: 0.0311789 | val_loss: 0.0311915 | Time: 1404.96 ms [2022-04-11 18:39:26 main:574] : INFO : Epoch 1684 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 1434.09 ms [2022-04-11 18:39:28 main:574] : INFO : Epoch 1685 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 1498.31 ms [2022-04-11 18:39:29 main:574] : INFO : Epoch 1686 | loss: 0.0311764 | val_loss: 0.0311915 | Time: 1344.95 ms [2022-04-11 18:39:31 main:574] : INFO : Epoch 1687 | loss: 0.0311778 | val_loss: 0.0311905 | Time: 1501.13 ms [2022-04-11 18:39:32 main:574] : INFO : Epoch 1688 | loss: 0.0311779 | val_loss: 0.0311944 | Time: 1538.39 ms [2022-04-11 18:39:34 main:574] : INFO : Epoch 1689 | loss: 0.0311826 | val_loss: 0.0311921 | Time: 1466.07 ms [2022-04-11 18:39:35 main:574] : INFO : Epoch 1690 | loss: 0.0311818 | val_loss: 0.0311897 | Time: 1492.44 ms [2022-04-11 18:39:37 main:574] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311901 | Time: 1488.78 ms [2022-04-11 18:39:38 main:574] : INFO : Epoch 1692 | loss: 0.0311757 | val_loss: 0.0311887 | Time: 1357.32 ms [2022-04-11 18:39:40 main:574] : INFO : Epoch 1693 | loss: 0.0311766 | val_loss: 0.0311903 | Time: 1459.58 ms [2022-04-11 18:39:41 main:574] : INFO : Epoch 1694 | loss: 0.0311768 | val_loss: 0.0311928 | Time: 1368.53 ms [2022-04-11 18:39:42 main:574] : INFO : Epoch 1695 | loss: 0.0311774 | val_loss: 0.0311924 | Time: 1463.86 ms [2022-04-11 18:39:44 main:574] : INFO : Epoch 1696 | loss: 0.0311787 | val_loss: 0.0311921 | Time: 1344.98 ms [2022-04-11 18:39:45 main:574] : INFO : Epoch 1697 | loss: 0.0311766 | val_loss: 0.0311902 | Time: 1551.51 ms [2022-04-11 18:39:47 main:574] : INFO : Epoch 1698 | loss: 0.0311757 | val_loss: 0.0311922 | Time: 1374.55 ms [2022-04-11 18:39:48 main:574] : INFO : Epoch 1699 | loss: 0.0311745 | val_loss: 0.031189 | Time: 1450.97 ms [2022-04-11 18:39:50 main:574] : INFO : Epoch 1700 | loss: 0.0311781 | val_loss: 0.0311952 | Time: 1459.35 ms [2022-04-11 18:39:51 main:574] : INFO : Epoch 1701 | loss: 0.0311763 | val_loss: 0.0311884 | Time: 1475.04 ms [2022-04-11 18:39:53 main:574] : INFO : Epoch 1702 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 1484.42 ms [2022-04-11 18:39:54 main:574] : INFO : Epoch 1703 | loss: 0.0311785 | val_loss: 0.0311879 | Time: 1475.62 ms [2022-04-11 18:39:56 main:574] : INFO : Epoch 1704 | loss: 0.0311751 | val_loss: 0.0311909 | Time: 1510.97 ms [2022-04-11 18:39:57 main:574] : INFO : Epoch 1705 | loss: 0.0311747 | val_loss: 0.0311882 | Time: 1418.74 ms [2022-04-11 18:39:59 main:574] : INFO : Epoch 1706 | loss: 0.0311756 | val_loss: 0.0311913 | Time: 1459.48 ms [2022-04-11 18:40:00 main:574] : INFO : Epoch 1707 | loss: 0.031175 | val_loss: 0.0311899 | Time: 1492.97 ms [2022-04-11 18:40:02 main:574] : INFO : Epoch 1708 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 1478.96 ms [2022-04-11 18:40:03 main:574] : INFO : Epoch 1709 | loss: 0.031176 | val_loss: 0.0311903 | Time: 1503.31 ms [2022-04-11 18:40:05 main:574] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311923 | Time: 1503.52 ms [2022-04-11 18:40:06 main:574] : INFO : Epoch 1711 | loss: 0.0311784 | val_loss: 0.0311875 | Time: 1543.71 ms [2022-04-11 18:40:08 main:574] : INFO : Epoch 1712 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 1388.52 ms [2022-04-11 18:40:09 main:574] : INFO : Epoch 1713 | loss: 0.0311759 | val_loss: 0.0311894 | Time: 1526.84 ms [2022-04-11 18:40:10 main:574] : INFO : Epoch 1714 | loss: 0.0311754 | val_loss: 0.0311896 | Time: 1367.12 ms [2022-04-11 18:40:12 main:574] : INFO : Epoch 1715 | loss: 0.031177 | val_loss: 0.0311879 | Time: 1418.16 ms [2022-04-11 18:40:13 main:574] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.0311884 | Time: 1535.05 ms [2022-04-11 18:40:15 main:574] : INFO : Epoch 1717 | loss: 0.031175 | val_loss: 0.0311958 | Time: 1358.94 ms [2022-04-11 18:40:16 main:574] : INFO : Epoch 1718 | loss: 0.0311775 | val_loss: 0.0311916 | Time: 1419.91 ms [2022-04-11 18:40:18 main:574] : INFO : Epoch 1719 | loss: 0.0311776 | val_loss: 0.0311933 | Time: 1516.04 ms [2022-04-11 18:40:19 main:574] : INFO : Epoch 1720 | loss: 0.0311942 | val_loss: 0.031443 | Time: 1513.62 ms [2022-04-11 18:40:21 main:574] : INFO : Epoch 1721 | loss: 0.0334847 | val_loss: 0.034923 | Time: 1506.88 ms [2022-04-11 18:40:22 main:574] : INFO : Epoch 1722 | loss: 0.0323318 | val_loss: 0.0315778 | Time: 1447.79 ms [2022-04-11 18:40:24 main:574] : INFO : Epoch 1723 | loss: 0.0313647 | val_loss: 0.0312403 | Time: 1544.08 ms [2022-04-11 18:40:25 main:574] : INFO : Epoch 1724 | loss: 0.0312342 | val_loss: 0.0312174 | Time: 1388.43 ms [2022-04-11 18:40:27 main:574] : INFO : Epoch 1725 | loss: 0.0311997 | val_loss: 0.031193 | Time: 1360.37 ms [2022-04-11 18:40:28 main:574] : INFO : Epoch 1726 | loss: 0.0311886 | val_loss: 0.0311923 | Time: 1457.77 ms [2022-04-11 18:40:30 main:574] : INFO : Epoch 1727 | loss: 0.0311853 | val_loss: 0.031192 | Time: 1518.98 ms [2022-04-11 18:40:31 main:574] : INFO : Epoch 1728 | loss: 0.0311833 | val_loss: 0.031192 | Time: 1495.95 ms [2022-04-11 18:40:33 main:574] : INFO : Epoch 1729 | loss: 0.0311812 | val_loss: 0.031191 | Time: 1519.38 ms [2022-04-11 18:40:34 main:574] : INFO : Epoch 1730 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 1416.95 ms [2022-04-11 18:40:35 main:574] : INFO : Epoch 1731 | loss: 0.0311803 | val_loss: 0.0311901 | Time: 1346.57 ms [2022-04-11 18:40:37 main:574] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.031191 | Time: 1354.99 ms [2022-04-11 18:40:38 main:574] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311899 | Time: 1497.4 ms [2022-04-11 18:40:40 main:574] : INFO : Epoch 1734 | loss: 0.0311786 | val_loss: 0.0311913 | Time: 1536.51 ms [2022-04-11 18:40:41 main:574] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.0311911 | Time: 1468.18 ms [2022-04-11 18:40:43 main:574] : INFO : Epoch 1736 | loss: 0.0311784 | val_loss: 0.0311907 | Time: 1502.61 ms [2022-04-11 18:40:44 main:574] : INFO : Epoch 1737 | loss: 0.0311789 | val_loss: 0.0311899 | Time: 1527.91 ms [2022-04-11 18:40:46 main:574] : INFO : Epoch 1738 | loss: 0.0311774 | val_loss: 0.0311898 | Time: 1376.07 ms [2022-04-11 18:40:47 main:574] : INFO : Epoch 1739 | loss: 0.0311767 | val_loss: 0.0311886 | Time: 1486.5 ms [2022-04-11 18:40:49 main:574] : INFO : Epoch 1740 | loss: 0.0311769 | val_loss: 0.031189 | Time: 1453.01 ms [2022-04-11 18:40:50 main:574] : INFO : Epoch 1741 | loss: 0.0311775 | val_loss: 0.0311908 | Time: 1499.21 ms [2022-04-11 18:40:52 main:574] : INFO : Epoch 1742 | loss: 0.031179 | val_loss: 0.0311888 | Time: 1459.61 ms [2022-04-11 18:40:53 main:574] : INFO : Epoch 1743 | loss: 0.0311768 | val_loss: 0.031189 | Time: 1428.2 ms [2022-04-11 18:40:55 main:574] : INFO : Epoch 1744 | loss: 0.0311755 | val_loss: 0.0311896 | Time: 1509.32 ms [2022-04-11 18:40:56 main:574] : INFO : Epoch 1745 | loss: 0.0311752 | val_loss: 0.0311907 | Time: 1481.3 ms [2022-04-11 18:40:58 main:574] : INFO : Epoch 1746 | loss: 0.0311768 | val_loss: 0.0311895 | Time: 1563.84 ms [2022-04-11 18:40:59 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.031189 | Time: 1474.3 ms [2022-04-11 18:41:01 main:574] : INFO : Epoch 1748 | loss: 0.0311758 | val_loss: 0.0311886 | Time: 1530.44 ms [2022-04-11 18:41:02 main:574] : INFO : Epoch 1749 | loss: 0.0311746 | val_loss: 0.0311884 | Time: 1458.85 ms [2022-04-11 18:41:04 main:574] : INFO : Epoch 1750 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 1489.42 ms [2022-04-11 18:41:05 main:574] : INFO : Epoch 1751 | loss: 0.0311751 | val_loss: 0.0311902 | Time: 1489.03 ms [2022-04-11 18:41:07 main:574] : INFO : Epoch 1752 | loss: 0.0311756 | val_loss: 0.0311889 | Time: 1512.37 ms [2022-04-11 18:41:08 main:574] : INFO : Epoch 1753 | loss: 0.0311736 | val_loss: 0.0311882 | Time: 1448.84 ms [2022-04-11 18:41:10 main:574] : INFO : Epoch 1754 | loss: 0.0311749 | val_loss: 0.031189 | Time: 1470.14 ms [2022-04-11 18:41:11 main:574] : INFO : Epoch 1755 | loss: 0.0311752 | val_loss: 0.031188 | Time: 1495.37 ms [2022-04-11 18:41:13 main:574] : INFO : Epoch 1756 | loss: 0.0311748 | val_loss: 0.0311878 | Time: 1487.24 ms [2022-04-11 18:41:14 main:574] : INFO : Epoch 1757 | loss: 0.0311745 | val_loss: 0.0311901 | Time: 1489.5 ms [2022-04-11 18:41:16 main:574] : INFO : Epoch 1758 | loss: 0.0311745 | val_loss: 0.0311878 | Time: 1503.07 ms [2022-04-11 18:41:17 main:574] : INFO : Epoch 1759 | loss: 0.0311744 | val_loss: 0.0311917 | Time: 1449.16 ms [2022-04-11 18:41:19 main:574] : INFO : Epoch 1760 | loss: 0.0311754 | val_loss: 0.0311872 | Time: 1467.64 ms [2022-04-11 18:41:20 main:574] : INFO : Epoch 1761 | loss: 0.0311751 | val_loss: 0.0311881 | Time: 1552.06 ms [2022-04-11 18:41:22 main:574] : INFO : Epoch 1762 | loss: 0.0311744 | val_loss: 0.0311932 | Time: 1504.52 ms [2022-04-11 18:41:24 main:574] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.0311891 | Time: 1521.22 ms [2022-04-11 18:41:25 main:574] : INFO : Epoch 1764 | loss: 0.0311764 | val_loss: 0.0311864 | Time: 1435.15 ms [2022-04-11 18:41:26 main:574] : INFO : Epoch 1765 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 1412.31 ms [2022-04-11 18:41:28 main:574] : INFO : Epoch 1766 | loss: 0.0311746 | val_loss: 0.0311872 | Time: 1492.19 ms [2022-04-11 18:41:29 main:574] : INFO : Epoch 1767 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 1421.69 ms [2022-04-11 18:41:31 main:574] : INFO : Epoch 1768 | loss: 0.0311747 | val_loss: 0.0311879 | Time: 1508.01 ms [2022-04-11 18:41:32 main:574] : INFO : Epoch 1769 | loss: 0.0311747 | val_loss: 0.0311886 | Time: 1403.75 ms [2022-04-11 18:41:34 main:574] : INFO : Epoch 1770 | loss: 0.0311741 | val_loss: 0.0311939 | Time: 1480.72 ms [2022-04-11 18:41:35 main:574] : INFO : Epoch 1771 | loss: 0.0311781 | val_loss: 0.0311988 | Time: 1348.18 ms [2022-04-11 18:41:37 main:574] : INFO : Epoch 1772 | loss: 0.0311768 | val_loss: 0.0311942 | Time: 1396.02 ms [2022-04-11 18:41:38 main:574] : INFO : Epoch 1773 | loss: 0.0311749 | val_loss: 0.0311872 | Time: 1468.24 ms [2022-04-11 18:41:40 main:574] : INFO : Epoch 1774 | loss: 0.0311737 | val_loss: 0.0311897 | Time: 1475.23 ms [2022-04-11 18:41:41 main:574] : INFO : Epoch 1775 | loss: 0.0311737 | val_loss: 0.0311874 | Time: 1395.39 ms [2022-04-11 18:41:42 main:574] : INFO : Epoch 1776 | loss: 0.0311737 | val_loss: 0.0311876 | Time: 1396.74 ms [2022-04-11 18:41:44 main:574] : INFO : Epoch 1777 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 1352.71 ms [2022-04-11 18:41:45 main:574] : INFO : Epoch 1778 | loss: 0.0311725 | val_loss: 0.0311919 | Time: 1435.64 ms [2022-04-11 18:41:47 main:574] : INFO : Epoch 1779 | loss: 0.0311735 | val_loss: 0.0311888 | Time: 1426.5 ms [2022-04-11 18:41:48 main:574] : INFO : Epoch 1780 | loss: 0.0311724 | val_loss: 0.0311879 | Time: 1508.28 ms [2022-04-11 18:41:50 main:574] : INFO : Epoch 1781 | loss: 0.0311725 | val_loss: 0.0311878 | Time: 1499.12 ms [2022-04-11 18:41:51 main:574] : INFO : Epoch 1782 | loss: 0.0311724 | val_loss: 0.0311875 | Time: 1351.57 ms [2022-04-11 18:41:53 main:574] : INFO : Epoch 1783 | loss: 0.0311726 | val_loss: 0.031187 | Time: 1535.7 ms [2022-04-11 18:41:54 main:574] : INFO : Epoch 1784 | loss: 0.0311719 | val_loss: 0.0311887 | Time: 1479.2 ms [2022-04-11 18:41:56 main:574] : INFO : Epoch 1785 | loss: 0.0311721 | val_loss: 0.0311878 | Time: 1412.55 ms [2022-04-11 18:41:57 main:574] : INFO : Epoch 1786 | loss: 0.031172 | val_loss: 0.0311876 | Time: 1475.85 ms [2022-04-11 18:41:59 main:574] : INFO : Epoch 1787 | loss: 0.0311717 | val_loss: 0.0311877 | Time: 1521.45 ms [2022-04-11 18:42:00 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.0311881 | Time: 1350.93 ms [2022-04-11 18:42:01 main:574] : INFO : Epoch 1789 | loss: 0.0311727 | val_loss: 0.0311895 | Time: 1369.61 ms [2022-04-11 18:42:03 main:574] : INFO : Epoch 1790 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 1463.29 ms [2022-04-11 18:42:04 main:574] : INFO : Epoch 1791 | loss: 0.0311711 | val_loss: 0.0311898 | Time: 1505 ms [2022-04-11 18:42:06 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311909 | Time: 1461.99 ms [2022-04-11 18:42:07 main:574] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311929 | Time: 1450.3 ms [2022-04-11 18:42:09 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311906 | Time: 1382.41 ms [2022-04-11 18:42:10 main:574] : INFO : Epoch 1795 | loss: 0.0311733 | val_loss: 0.0311896 | Time: 1488.55 ms [2022-04-11 18:42:12 main:574] : INFO : Epoch 1796 | loss: 0.0311718 | val_loss: 0.0311897 | Time: 1357.34 ms [2022-04-11 18:42:13 main:574] : INFO : Epoch 1797 | loss: 0.031172 | val_loss: 0.0311894 | Time: 1372.79 ms [2022-04-11 18:42:14 main:574] : INFO : Epoch 1798 | loss: 0.0311721 | val_loss: 0.0311895 | Time: 1354.4 ms [2022-04-11 18:42:16 main:574] : INFO : Epoch 1799 | loss: 0.0311721 | val_loss: 0.0311891 | Time: 1358.73 ms [2022-04-11 18:42:17 main:574] : INFO : Epoch 1800 | loss: 0.0311746 | val_loss: 0.0311895 | Time: 1470.88 ms [2022-04-11 18:42:19 main:574] : INFO : Epoch 1801 | loss: 0.0311749 | val_loss: 0.0311977 | Time: 1506.91 ms [2022-04-11 18:42:20 main:574] : INFO : Epoch 1802 | loss: 0.0311776 | val_loss: 0.0311904 | Time: 1529.61 ms [2022-04-11 18:42:22 main:574] : INFO : Epoch 1803 | loss: 0.0311736 | val_loss: 0.0311884 | Time: 1416.56 ms [2022-04-11 18:42:23 main:574] : INFO : Epoch 1804 | loss: 0.031172 | val_loss: 0.0311896 | Time: 1368.33 ms [2022-04-11 18:42:25 main:574] : INFO : Epoch 1805 | loss: 0.0311723 | val_loss: 0.0311888 | Time: 1466.37 ms [2022-04-11 18:42:26 main:574] : INFO : Epoch 1806 | loss: 0.0311731 | val_loss: 0.0311884 | Time: 1517.92 ms [2022-04-11 18:42:28 main:574] : INFO : Epoch 1807 | loss: 0.0311728 | val_loss: 0.0311912 | Time: 1534.9 ms [2022-04-11 18:42:29 main:574] : INFO : Epoch 1808 | loss: 0.0311725 | val_loss: 0.0311971 | Time: 1375.36 ms [2022-04-11 18:42:31 main:574] : INFO : Epoch 1809 | loss: 0.0311737 | val_loss: 0.031197 | Time: 1484.04 ms [2022-04-11 18:42:32 main:574] : INFO : Epoch 1810 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 1530.37 ms [2022-04-11 18:42:34 main:574] : INFO : Epoch 1811 | loss: 0.0311715 | val_loss: 0.0311899 | Time: 1446.95 ms [2022-04-11 18:42:35 main:574] : INFO : Epoch 1812 | loss: 0.031173 | val_loss: 0.0311907 | Time: 1515.42 ms [2022-04-11 18:42:37 main:574] : INFO : Epoch 1813 | loss: 0.0311755 | val_loss: 0.0311878 | Time: 1427.7 ms [2022-04-11 18:42:38 main:574] : INFO : Epoch 1814 | loss: 0.0311734 | val_loss: 0.0311882 | Time: 1490.35 ms [2022-04-11 18:42:40 main:574] : INFO : Epoch 1815 | loss: 0.031173 | val_loss: 0.0311919 | Time: 1465.16 ms [2022-04-11 18:42:41 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.031186 | Time: 1489.03 ms [2022-04-11 18:42:42 main:574] : INFO : Epoch 1817 | loss: 0.0311724 | val_loss: 0.0311875 | Time: 1354.37 ms [2022-04-11 18:42:44 main:574] : INFO : Epoch 1818 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 1500.91 ms [2022-04-11 18:42:45 main:574] : INFO : Epoch 1819 | loss: 0.0311717 | val_loss: 0.031189 | Time: 1456.18 ms [2022-04-11 18:42:47 main:574] : INFO : Epoch 1820 | loss: 0.0311721 | val_loss: 0.0311892 | Time: 1498.72 ms [2022-04-11 18:42:48 main:574] : INFO : Epoch 1821 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 1368.02 ms [2022-04-11 18:42:50 main:574] : INFO : Epoch 1822 | loss: 0.0311734 | val_loss: 0.031193 | Time: 1481.8 ms [2022-04-11 18:42:51 main:574] : INFO : Epoch 1823 | loss: 0.0311734 | val_loss: 0.03119 | Time: 1354.44 ms [2022-04-11 18:42:53 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311906 | Time: 1434.81 ms [2022-04-11 18:42:54 main:574] : INFO : Epoch 1825 | loss: 0.0311739 | val_loss: 0.0311877 | Time: 1347.61 ms [2022-04-11 18:42:55 main:574] : INFO : Epoch 1826 | loss: 0.0311736 | val_loss: 0.0311869 | Time: 1367.52 ms [2022-04-11 18:42:57 main:574] : INFO : Epoch 1827 | loss: 0.0311726 | val_loss: 0.0311898 | Time: 1506.25 ms [2022-04-11 18:42:58 main:574] : INFO : Epoch 1828 | loss: 0.0311728 | val_loss: 0.0311896 | Time: 1421.57 ms [2022-04-11 18:43:00 main:574] : INFO : Epoch 1829 | loss: 0.0311743 | val_loss: 0.031187 | Time: 1481.68 ms [2022-04-11 18:43:01 main:574] : INFO : Epoch 1830 | loss: 0.0311762 | val_loss: 0.031189 | Time: 1480.72 ms [2022-04-11 18:43:03 main:574] : INFO : Epoch 1831 | loss: 0.0311781 | val_loss: 0.03119 | Time: 1578.07 ms [2022-04-11 18:43:05 main:574] : INFO : Epoch 1832 | loss: 0.0311774 | val_loss: 0.0311896 | Time: 1509.53 ms [2022-04-11 18:43:06 main:574] : INFO : Epoch 1833 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 1441.14 ms [2022-04-11 18:43:07 main:574] : INFO : Epoch 1834 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 1496.12 ms [2022-04-11 18:43:09 main:574] : INFO : Epoch 1835 | loss: 0.0311745 | val_loss: 0.0311866 | Time: 1491.78 ms [2022-04-11 18:43:11 main:574] : INFO : Epoch 1836 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 1505.42 ms [2022-04-11 18:43:12 main:574] : INFO : Epoch 1837 | loss: 0.0311751 | val_loss: 0.0311907 | Time: 1518.88 ms [2022-04-11 18:43:14 main:574] : INFO : Epoch 1838 | loss: 0.031175 | val_loss: 0.0311893 | Time: 1513.65 ms [2022-04-11 18:43:15 main:574] : INFO : Epoch 1839 | loss: 0.0311744 | val_loss: 0.0311905 | Time: 1513.84 ms [2022-04-11 18:43:17 main:574] : INFO : Epoch 1840 | loss: 0.0311746 | val_loss: 0.0311895 | Time: 1505.99 ms [2022-04-11 18:43:18 main:574] : INFO : Epoch 1841 | loss: 0.0311746 | val_loss: 0.0311869 | Time: 1431.2 ms [2022-04-11 18:43:20 main:574] : INFO : Epoch 1842 | loss: 0.0311739 | val_loss: 0.0311882 | Time: 1487.82 ms [2022-04-11 18:43:21 main:574] : INFO : Epoch 1843 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 1502.99 ms [2022-04-11 18:43:23 main:574] : INFO : Epoch 1844 | loss: 0.0311724 | val_loss: 0.0311884 | Time: 1379.67 ms [2022-04-11 18:43:24 main:574] : INFO : Epoch 1845 | loss: 0.031175 | val_loss: 0.0311848 | Time: 1370.54 ms [2022-04-11 18:43:25 main:574] : INFO : Epoch 1846 | loss: 0.0311734 | val_loss: 0.0311867 | Time: 1490.33 ms [2022-04-11 18:43:27 main:574] : INFO : Epoch 1847 | loss: 0.0311726 | val_loss: 0.0311885 | Time: 1490.57 ms [2022-04-11 18:43:28 main:574] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311924 | Time: 1514.04 ms [2022-04-11 18:43:30 main:574] : INFO : Epoch 1849 | loss: 0.0311747 | val_loss: 0.0311909 | Time: 1400.58 ms [2022-04-11 18:43:31 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.0311889 | Time: 1374.88 ms [2022-04-11 18:43:33 main:574] : INFO : Epoch 1851 | loss: 0.0311731 | val_loss: 0.0311887 | Time: 1561.04 ms [2022-04-11 18:43:34 main:574] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311888 | Time: 1375.31 ms [2022-04-11 18:43:36 main:574] : INFO : Epoch 1853 | loss: 0.0311804 | val_loss: 0.0311898 | Time: 1503.88 ms [2022-04-11 18:43:37 main:574] : INFO : Epoch 1854 | loss: 0.031179 | val_loss: 0.0311898 | Time: 1421.62 ms [2022-04-11 18:43:39 main:574] : INFO : Epoch 1855 | loss: 0.0311743 | val_loss: 0.0311866 | Time: 1414.97 ms [2022-04-11 18:43:40 main:574] : INFO : Epoch 1856 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 1494.07 ms [2022-04-11 18:43:42 main:574] : INFO : Epoch 1857 | loss: 0.0311743 | val_loss: 0.0311906 | Time: 1365.42 ms [2022-04-11 18:43:43 main:574] : INFO : Epoch 1858 | loss: 0.0311755 | val_loss: 0.0311885 | Time: 1498.94 ms [2022-04-11 18:43:45 main:574] : INFO : Epoch 1859 | loss: 0.031175 | val_loss: 0.0311883 | Time: 1509.96 ms [2022-04-11 18:43:46 main:574] : INFO : Epoch 1860 | loss: 0.0311726 | val_loss: 0.0311891 | Time: 1395.33 ms [2022-04-11 18:43:48 main:574] : INFO : Epoch 1861 | loss: 0.0311768 | val_loss: 0.0311951 | Time: 1536.54 ms [2022-04-11 18:43:49 main:574] : INFO : Epoch 1862 | loss: 0.0311786 | val_loss: 0.0311915 | Time: 1451.35 ms [2022-04-11 18:43:50 main:574] : INFO : Epoch 1863 | loss: 0.0311756 | val_loss: 0.0311881 | Time: 1461.34 ms [2022-04-11 18:43:52 main:574] : INFO : Epoch 1864 | loss: 0.0311731 | val_loss: 0.0311878 | Time: 1500.16 ms [2022-04-11 18:43:53 main:574] : INFO : Epoch 1865 | loss: 0.031183 | val_loss: 0.0311924 | Time: 1475.71 ms [2022-04-11 18:43:55 main:574] : INFO : Epoch 1866 | loss: 0.0311805 | val_loss: 0.0311912 | Time: 1419.34 ms [2022-04-11 18:43:56 main:574] : INFO : Epoch 1867 | loss: 0.031179 | val_loss: 0.0311936 | Time: 1516.47 ms [2022-04-11 18:43:58 main:574] : INFO : Epoch 1868 | loss: 0.0311771 | val_loss: 0.0311874 | Time: 1519.56 ms [2022-04-11 18:44:00 main:574] : INFO : Epoch 1869 | loss: 0.0311755 | val_loss: 0.0311872 | Time: 1407.03 ms [2022-04-11 18:44:01 main:574] : INFO : Epoch 1870 | loss: 0.031176 | val_loss: 0.0311876 | Time: 1381.76 ms [2022-04-11 18:44:02 main:574] : INFO : Epoch 1871 | loss: 0.0311756 | val_loss: 0.0311887 | Time: 1542.84 ms [2022-04-11 18:44:04 main:574] : INFO : Epoch 1872 | loss: 0.0311733 | val_loss: 0.0311865 | Time: 1482.55 ms [2022-04-11 18:44:05 main:574] : INFO : Epoch 1873 | loss: 0.0311724 | val_loss: 0.0311881 | Time: 1471.88 ms [2022-04-11 18:44:07 main:574] : INFO : Epoch 1874 | loss: 0.0311724 | val_loss: 0.0311877 | Time: 1557.99 ms [2022-04-11 18:44:09 main:574] : INFO : Epoch 1875 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 1477.77 ms [2022-04-11 18:44:10 main:574] : INFO : Epoch 1876 | loss: 0.0311733 | val_loss: 0.0311895 | Time: 1466.3 ms [2022-04-11 18:44:11 main:574] : INFO : Epoch 1877 | loss: 0.0311728 | val_loss: 0.0311872 | Time: 1420.05 ms [2022-04-11 18:44:13 main:574] : INFO : Epoch 1878 | loss: 0.031172 | val_loss: 0.0311854 | Time: 1470.77 ms [2022-04-11 18:44:14 main:574] : INFO : Epoch 1879 | loss: 0.0311735 | val_loss: 0.0311903 | Time: 1431.57 ms [2022-04-11 18:44:16 main:574] : INFO : Epoch 1880 | loss: 0.0311767 | val_loss: 0.0311908 | Time: 1470.64 ms [2022-04-11 18:44:17 main:574] : INFO : Epoch 1881 | loss: 0.0311745 | val_loss: 0.0311879 | Time: 1503.24 ms [2022-04-11 18:44:19 main:574] : INFO : Epoch 1882 | loss: 0.0311732 | val_loss: 0.0311878 | Time: 1391.36 ms [2022-04-11 18:44:20 main:574] : INFO : Epoch 1883 | loss: 0.031173 | val_loss: 0.0311856 | Time: 1369.78 ms [2022-04-11 18:44:22 main:574] : INFO : Epoch 1884 | loss: 0.0311706 | val_loss: 0.0311863 | Time: 1350.3 ms [2022-04-11 18:44:23 main:574] : INFO : Epoch 1885 | loss: 0.0311696 | val_loss: 0.0311839 | Time: 1408.29 ms [2022-04-11 18:44:24 main:574] : INFO : Epoch 1886 | loss: 0.0311697 | val_loss: 0.0311883 | Time: 1404.39 ms [2022-04-11 18:44:26 main:574] : INFO : Epoch 1887 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 1517.33 ms [2022-04-11 18:44:27 main:574] : INFO : Epoch 1888 | loss: 0.0311687 | val_loss: 0.0311868 | Time: 1492.43 ms [2022-04-11 18:44:29 main:574] : INFO : Epoch 1889 | loss: 0.0311692 | val_loss: 0.0311851 | Time: 1500 ms [2022-04-11 18:44:30 main:574] : INFO : Epoch 1890 | loss: 0.0311716 | val_loss: 0.0311859 | Time: 1349.45 ms [2022-04-11 18:44:32 main:574] : INFO : Epoch 1891 | loss: 0.0311712 | val_loss: 0.0311912 | Time: 1502.38 ms [2022-04-11 18:44:33 main:574] : INFO : Epoch 1892 | loss: 0.0311706 | val_loss: 0.0311878 | Time: 1518.83 ms [2022-04-11 18:44:35 main:574] : INFO : Epoch 1893 | loss: 0.0311709 | val_loss: 0.0311857 | Time: 1518.56 ms [2022-04-11 18:44:36 main:574] : INFO : Epoch 1894 | loss: 0.0311722 | val_loss: 0.0311861 | Time: 1417.97 ms [2022-04-11 18:44:38 main:574] : INFO : Epoch 1895 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 1504.01 ms [2022-04-11 18:44:39 main:574] : INFO : Epoch 1896 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1471.84 ms [2022-04-11 18:44:41 main:574] : INFO : Epoch 1897 | loss: 0.0311714 | val_loss: 0.0311874 | Time: 1434.63 ms [2022-04-11 18:44:42 main:574] : INFO : Epoch 1898 | loss: 0.0311717 | val_loss: 0.0311861 | Time: 1474.36 ms [2022-04-11 18:44:44 main:574] : INFO : Epoch 1899 | loss: 0.031171 | val_loss: 0.0311906 | Time: 1348.51 ms [2022-04-11 18:44:45 main:574] : INFO : Epoch 1900 | loss: 0.0311729 | val_loss: 0.0311857 | Time: 1580.61 ms [2022-04-11 18:44:47 main:574] : INFO : Epoch 1901 | loss: 0.0311714 | val_loss: 0.0311869 | Time: 1447.77 ms [2022-04-11 18:44:48 main:574] : INFO : Epoch 1902 | loss: 0.0311722 | val_loss: 0.0311862 | Time: 1500.2 ms [2022-04-11 18:44:50 main:574] : INFO : Epoch 1903 | loss: 0.0311713 | val_loss: 0.0311869 | Time: 1524.12 ms [2022-04-11 18:44:51 main:574] : INFO : Epoch 1904 | loss: 0.0311697 | val_loss: 0.0311877 | Time: 1512.44 ms [2022-04-11 18:44:53 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311876 | Time: 1394.87 ms [2022-04-11 18:44:54 main:574] : INFO : Epoch 1906 | loss: 0.0311705 | val_loss: 0.0311878 | Time: 1477.2 ms [2022-04-11 18:44:56 main:574] : INFO : Epoch 1907 | loss: 0.0311699 | val_loss: 0.0311847 | Time: 1470.54 ms [2022-04-11 18:44:57 main:574] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311876 | Time: 1486.79 ms [2022-04-11 18:44:59 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 1397.45 ms [2022-04-11 18:45:00 main:574] : INFO : Epoch 1910 | loss: 0.0311717 | val_loss: 0.0311856 | Time: 1508.58 ms [2022-04-11 18:45:02 main:574] : INFO : Epoch 1911 | loss: 0.0311722 | val_loss: 0.0311873 | Time: 1348.45 ms [2022-04-11 18:45:03 main:574] : INFO : Epoch 1912 | loss: 0.0311716 | val_loss: 0.0311874 | Time: 1445.84 ms [2022-04-11 18:45:04 main:574] : INFO : Epoch 1913 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 1475.8 ms [2022-04-11 18:45:06 main:574] : INFO : Epoch 1914 | loss: 0.0311723 | val_loss: 0.0311887 | Time: 1390.57 ms [2022-04-11 18:45:07 main:574] : INFO : Epoch 1915 | loss: 0.0311719 | val_loss: 0.0311893 | Time: 1453.86 ms [2022-04-11 18:45:09 main:574] : INFO : Epoch 1916 | loss: 0.0311743 | val_loss: 0.0311898 | Time: 1410.83 ms [2022-04-11 18:45:10 main:574] : INFO : Epoch 1917 | loss: 0.0311775 | val_loss: 0.0311899 | Time: 1503.31 ms [2022-04-11 18:45:12 main:574] : INFO : Epoch 1918 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 1458.91 ms [2022-04-11 18:45:13 main:574] : INFO : Epoch 1919 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 1540.05 ms [2022-04-11 18:45:15 main:574] : INFO : Epoch 1920 | loss: 0.0311729 | val_loss: 0.0311911 | Time: 1367.28 ms [2022-04-11 18:45:16 main:574] : INFO : Epoch 1921 | loss: 0.0311731 | val_loss: 0.0311875 | Time: 1505.14 ms [2022-04-11 18:45:18 main:574] : INFO : Epoch 1922 | loss: 0.031171 | val_loss: 0.0311863 | Time: 1504.14 ms [2022-04-11 18:45:19 main:574] : INFO : Epoch 1923 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 1459.31 ms [2022-04-11 18:45:21 main:574] : INFO : Epoch 1924 | loss: 0.0311701 | val_loss: 0.0311913 | Time: 1493.6 ms [2022-04-11 18:45:22 main:574] : INFO : Epoch 1925 | loss: 0.0311703 | val_loss: 0.0311865 | Time: 1372.63 ms [2022-04-11 18:45:24 main:574] : INFO : Epoch 1926 | loss: 0.0311702 | val_loss: 0.0311924 | Time: 1412.91 ms [2022-04-11 18:45:25 main:574] : INFO : Epoch 1927 | loss: 0.0311766 | val_loss: 0.0311883 | Time: 1553.62 ms [2022-04-11 18:45:27 main:574] : INFO : Epoch 1928 | loss: 0.0311718 | val_loss: 0.0311846 | Time: 1498.57 ms [2022-04-11 18:45:28 main:574] : INFO : Epoch 1929 | loss: 0.0311699 | val_loss: 0.0311883 | Time: 1492.92 ms [2022-04-11 18:45:30 main:574] : INFO : Epoch 1930 | loss: 0.0311733 | val_loss: 0.0311891 | Time: 1424.01 ms [2022-04-11 18:45:31 main:574] : INFO : Epoch 1931 | loss: 0.0311733 | val_loss: 0.0311872 | Time: 1372.37 ms [2022-04-11 18:45:32 main:574] : INFO : Epoch 1932 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1479.26 ms [2022-04-11 18:45:34 main:574] : INFO : Epoch 1933 | loss: 0.0311724 | val_loss: 0.0311869 | Time: 1425.07 ms [2022-04-11 18:45:35 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311863 | Time: 1424.05 ms [2022-04-11 18:45:37 main:574] : INFO : Epoch 1935 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 1479.11 ms [2022-04-11 18:45:38 main:574] : INFO : Epoch 1936 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 1403.57 ms [2022-04-11 18:45:40 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 1404.59 ms [2022-04-11 18:45:41 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 1391.24 ms [2022-04-11 18:45:42 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 1389.24 ms [2022-04-11 18:45:44 main:574] : INFO : Epoch 1940 | loss: 0.0311764 | val_loss: 0.0311848 | Time: 1443.94 ms [2022-04-11 18:45:45 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.03119 | Time: 1478.49 ms [2022-04-11 18:45:47 main:574] : INFO : Epoch 1942 | loss: 0.0311806 | val_loss: 0.0311963 | Time: 1482.01 ms [2022-04-11 18:45:48 main:574] : INFO : Epoch 1943 | loss: 0.0311807 | val_loss: 0.0311947 | Time: 1482.55 ms [2022-04-11 18:45:50 main:574] : INFO : Epoch 1944 | loss: 0.0311808 | val_loss: 0.0311941 | Time: 1461.13 ms [2022-04-11 18:45:51 main:574] : INFO : Epoch 1945 | loss: 0.0311789 | val_loss: 0.031192 | Time: 1541.42 ms [2022-04-11 18:45:53 main:574] : INFO : Epoch 1946 | loss: 0.0311784 | val_loss: 0.0311926 | Time: 1445.45 ms [2022-04-11 18:45:54 main:574] : INFO : Epoch 1947 | loss: 0.0311798 | val_loss: 0.0311942 | Time: 1457.41 ms [2022-04-11 18:45:56 main:574] : INFO : Epoch 1948 | loss: 0.0311797 | val_loss: 0.0311906 | Time: 1380.73 ms [2022-04-11 18:45:57 main:574] : INFO : Epoch 1949 | loss: 0.031177 | val_loss: 0.0311852 | Time: 1421.51 ms [2022-04-11 18:45:59 main:574] : INFO : Epoch 1950 | loss: 0.0311746 | val_loss: 0.0311863 | Time: 1490.31 ms [2022-04-11 18:46:00 main:574] : INFO : Epoch 1951 | loss: 0.0311739 | val_loss: 0.0311883 | Time: 1467.87 ms [2022-04-11 18:46:02 main:574] : INFO : Epoch 1952 | loss: 0.031174 | val_loss: 0.0311866 | Time: 1354.99 ms [2022-04-11 18:46:03 main:574] : INFO : Epoch 1953 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 1434.62 ms [2022-04-11 18:46:05 main:574] : INFO : Epoch 1954 | loss: 0.0311736 | val_loss: 0.0311863 | Time: 1507.73 ms [2022-04-11 18:46:06 main:574] : INFO : Epoch 1955 | loss: 0.0311803 | val_loss: 0.0312006 | Time: 1523.78 ms [2022-04-11 18:46:08 main:574] : INFO : Epoch 1956 | loss: 0.0311844 | val_loss: 0.0311938 | Time: 1492.12 ms [2022-04-11 18:46:09 main:574] : INFO : Epoch 1957 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 1483.14 ms [2022-04-11 18:46:11 main:574] : INFO : Epoch 1958 | loss: 0.0311797 | val_loss: 0.0311881 | Time: 1508.17 ms [2022-04-11 18:46:12 main:574] : INFO : Epoch 1959 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 1505.1 ms [2022-04-11 18:46:14 main:574] : INFO : Epoch 1960 | loss: 0.03118 | val_loss: 0.0311871 | Time: 1441.09 ms [2022-04-11 18:46:15 main:574] : INFO : Epoch 1961 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 1504.83 ms [2022-04-11 18:46:17 main:574] : INFO : Epoch 1962 | loss: 0.0311805 | val_loss: 0.0311966 | Time: 1498.07 ms [2022-04-11 18:46:18 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0311878 | Time: 1521.01 ms [2022-04-11 18:46:20 main:574] : INFO : Epoch 1964 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 1457.28 ms [2022-04-11 18:46:21 main:574] : INFO : Epoch 1965 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1485.77 ms [2022-04-11 18:46:23 main:574] : INFO : Epoch 1966 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 1487.04 ms [2022-04-11 18:46:24 main:574] : INFO : Epoch 1967 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 1372.02 ms [2022-04-11 18:46:26 main:574] : INFO : Epoch 1968 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 1548.16 ms [2022-04-11 18:46:27 main:574] : INFO : Epoch 1969 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 1555.4 ms [2022-04-11 18:46:29 main:574] : INFO : Epoch 1970 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 1520.15 ms [2022-04-11 18:46:30 main:574] : INFO : Epoch 1971 | loss: 0.0311745 | val_loss: 0.0311869 | Time: 1433.28 ms [2022-04-11 18:46:32 main:574] : INFO : Epoch 1972 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 1475.85 ms [2022-04-11 18:46:33 main:574] : INFO : Epoch 1973 | loss: 0.0311742 | val_loss: 0.0311868 | Time: 1410.48 ms [2022-04-11 18:46:34 main:574] : INFO : Epoch 1974 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 1365.21 ms [2022-04-11 18:46:36 main:574] : INFO : Epoch 1975 | loss: 0.0311761 | val_loss: 0.0311861 | Time: 1519.4 ms [2022-04-11 18:46:37 main:574] : INFO : Epoch 1976 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 1454.39 ms [2022-04-11 18:46:39 main:574] : INFO : Epoch 1977 | loss: 0.0311755 | val_loss: 0.0311885 | Time: 1434.5 ms [2022-04-11 18:46:40 main:574] : INFO : Epoch 1978 | loss: 0.031177 | val_loss: 0.0311899 | Time: 1496.93 ms [2022-04-11 18:46:42 main:574] : INFO : Epoch 1979 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 1492.82 ms [2022-04-11 18:46:43 main:574] : INFO : Epoch 1980 | loss: 0.031176 | val_loss: 0.0311913 | Time: 1484.82 ms [2022-04-11 18:46:45 main:574] : INFO : Epoch 1981 | loss: 0.0311767 | val_loss: 0.0311985 | Time: 1478.93 ms [2022-04-11 18:46:46 main:574] : INFO : Epoch 1982 | loss: 0.0311793 | val_loss: 0.0311957 | Time: 1524.03 ms [2022-04-11 18:46:48 main:574] : INFO : Epoch 1983 | loss: 0.031176 | val_loss: 0.0311867 | Time: 1513.8 ms [2022-04-11 18:46:49 main:574] : INFO : Epoch 1984 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 1404.16 ms [2022-04-11 18:46:51 main:574] : INFO : Epoch 1985 | loss: 0.0311757 | val_loss: 0.0311857 | Time: 1351.04 ms [2022-04-11 18:46:52 main:574] : INFO : Epoch 1986 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 1523.72 ms [2022-04-11 18:46:54 main:574] : INFO : Epoch 1987 | loss: 0.0311771 | val_loss: 0.0311967 | Time: 1431.42 ms [2022-04-11 18:46:55 main:574] : INFO : Epoch 1988 | loss: 0.0312019 | val_loss: 0.0312027 | Time: 1463.05 ms [2022-04-11 18:46:57 main:574] : INFO : Epoch 1989 | loss: 0.0311991 | val_loss: 0.0311987 | Time: 1513.29 ms [2022-04-11 18:46:58 main:574] : INFO : Epoch 1990 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 1498.45 ms [2022-04-11 18:47:00 main:574] : INFO : Epoch 1991 | loss: 0.0311923 | val_loss: 0.0311949 | Time: 1552.69 ms [2022-04-11 18:47:01 main:574] : INFO : Epoch 1992 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 1508.41 ms [2022-04-11 18:47:03 main:574] : INFO : Epoch 1993 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 1524.67 ms [2022-04-11 18:47:04 main:574] : INFO : Epoch 1994 | loss: 0.0311872 | val_loss: 0.0311925 | Time: 1451.37 ms [2022-04-11 18:47:06 main:574] : INFO : Epoch 1995 | loss: 0.0311857 | val_loss: 0.0311912 | Time: 1525.18 ms [2022-04-11 18:47:07 main:574] : INFO : Epoch 1996 | loss: 0.0311853 | val_loss: 0.0311929 | Time: 1410.96 ms [2022-04-11 18:47:09 main:574] : INFO : Epoch 1997 | loss: 0.0311854 | val_loss: 0.031191 | Time: 1360.45 ms [2022-04-11 18:47:10 main:574] : INFO : Epoch 1998 | loss: 0.0311877 | val_loss: 0.0312029 | Time: 1500.08 ms [2022-04-11 18:47:12 main:574] : INFO : Epoch 1999 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 1471.38 ms [2022-04-11 18:47:13 main:574] : INFO : Epoch 2000 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 1538.68 ms [2022-04-11 18:47:15 main:574] : INFO : Epoch 2001 | loss: 0.0311847 | val_loss: 0.031188 | Time: 1502.72 ms [2022-04-11 18:47:16 main:574] : INFO : Epoch 2002 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 1426.34 ms [2022-04-11 18:47:18 main:574] : INFO : Epoch 2003 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 1538.59 ms [2022-04-11 18:47:19 main:574] : INFO : Epoch 2004 | loss: 0.0311818 | val_loss: 0.0311902 | Time: 1400.46 ms [2022-04-11 18:47:21 main:574] : INFO : Epoch 2005 | loss: 0.0311833 | val_loss: 0.03119 | Time: 1483.66 ms [2022-04-11 18:47:22 main:574] : INFO : Epoch 2006 | loss: 0.0311833 | val_loss: 0.0311902 | Time: 1507.27 ms [2022-04-11 18:47:24 main:574] : INFO : Epoch 2007 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 1508.5 ms [2022-04-11 18:47:25 main:574] : INFO : Epoch 2008 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 1497.54 ms [2022-04-11 18:47:27 main:574] : INFO : Epoch 2009 | loss: 0.031182 | val_loss: 0.0311895 | Time: 1466.57 ms [2022-04-11 18:47:28 main:574] : INFO : Epoch 2010 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 1424.86 ms [2022-04-11 18:47:30 main:574] : INFO : Epoch 2011 | loss: 0.031181 | val_loss: 0.0311872 | Time: 1527.9 ms [2022-04-11 18:47:31 main:574] : INFO : Epoch 2012 | loss: 0.0311822 | val_loss: 0.0311894 | Time: 1370.9 ms [2022-04-11 18:47:33 main:574] : INFO : Epoch 2013 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 1484.9 ms [2022-04-11 18:47:34 main:574] : INFO : Epoch 2014 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 1462.32 ms [2022-04-11 18:47:36 main:574] : INFO : Epoch 2015 | loss: 0.031182 | val_loss: 0.0311876 | Time: 1448.11 ms [2022-04-11 18:47:37 main:574] : INFO : Epoch 2016 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 1513.98 ms [2022-04-11 18:47:39 main:574] : INFO : Epoch 2017 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 1462.57 ms [2022-04-11 18:47:40 main:574] : INFO : Epoch 2018 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 1529.7 ms [2022-04-11 18:47:42 main:574] : INFO : Epoch 2019 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 1514.83 ms [2022-04-11 18:47:43 main:574] : INFO : Epoch 2020 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1500.7 ms [2022-04-11 18:47:45 main:574] : INFO : Epoch 2021 | loss: 0.0311811 | val_loss: 0.0311911 | Time: 1503.15 ms [2022-04-11 18:47:46 main:574] : INFO : Epoch 2022 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 1513.45 ms [2022-04-11 18:47:48 main:574] : INFO : Epoch 2023 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 1567.38 ms [2022-04-11 18:47:49 main:574] : INFO : Epoch 2024 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 1421.26 ms [2022-04-11 18:47:51 main:574] : INFO : Epoch 2025 | loss: 0.0311782 | val_loss: 0.0311897 | Time: 1516.41 ms [2022-04-11 18:47:52 main:574] : INFO : Epoch 2026 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 1531.23 ms [2022-04-11 18:47:54 main:574] : INFO : Epoch 2027 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 1425.16 ms [2022-04-11 18:47:55 main:574] : INFO : Epoch 2028 | loss: 0.0311799 | val_loss: 0.0311919 | Time: 1481.93 ms [2022-04-11 18:47:57 main:574] : INFO : Epoch 2029 | loss: 0.0311839 | val_loss: 0.0312013 | Time: 1497.62 ms [2022-04-11 18:47:58 main:574] : INFO : Epoch 2030 | loss: 0.0311834 | val_loss: 0.0311969 | Time: 1421.67 ms [2022-04-11 18:48:00 main:574] : INFO : Epoch 2031 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1496.92 ms [2022-04-11 18:48:01 main:574] : INFO : Epoch 2032 | loss: 0.0311779 | val_loss: 0.0311877 | Time: 1536.73 ms [2022-04-11 18:48:03 main:574] : INFO : Epoch 2033 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 1555.9 ms [2022-04-11 18:48:04 main:574] : INFO : Epoch 2034 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 1438.46 ms [2022-04-11 18:48:06 main:574] : INFO : Epoch 2035 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1497.5 ms [2022-04-11 18:48:07 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311859 | Time: 1468.22 ms [2022-04-11 18:48:09 main:574] : INFO : Epoch 2037 | loss: 0.0311783 | val_loss: 0.0311852 | Time: 1497.17 ms [2022-04-11 18:48:10 main:574] : INFO : Epoch 2038 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 1480.39 ms [2022-04-11 18:48:12 main:574] : INFO : Epoch 2039 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 1366.63 ms [2022-04-11 18:48:13 main:574] : INFO : Epoch 2040 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 1476.38 ms [2022-04-11 18:48:15 main:574] : INFO : Epoch 2041 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 1369.86 ms [2022-04-11 18:48:16 main:574] : INFO : Epoch 2042 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1421.59 ms [2022-04-11 18:48:18 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.0311856 | Time: 1428.69 ms [2022-04-11 18:48:19 main:574] : INFO : Epoch 2044 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1530.05 ms [2022-04-11 18:48:20 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1424.49 ms [2022-04-11 18:48:22 main:574] : INFO : Epoch 2046 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 1492.61 ms [2022-04-11 18:48:24 main:574] : INFO : Epoch 2047 | loss: 0.0311767 | val_loss: 0.0311855 | Time: 1496.46 ms [2022-04-11 18:48:25 main:574] : INFO : Epoch 2048 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 1523.19 ms [2022-04-11 18:48:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311856 [2022-04-11 18:48:25 main:603] : INFO : Saving end state to config to file [2022-04-11 18:48:25 main:608] : INFO : Success, exiting.. 18:48:25 (11572): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)