Task 14551484
| Name | ParityModified-1647046086-13044-3-0_0 |
| Workunit | 11575858 |
| Created | 8 Apr 2022, 20:08:01 UTC |
| Sent | 10 Apr 2022, 18:54:48 UTC |
| Report deadline | 18 Apr 2022, 18:54:48 UTC |
| Received | 11 Apr 2022, 5:32:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 27 sec |
| CPU time | 42 min 13 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311793 | val_loss: 0.0311892 | Time: 1497.21 ms
[2022-04-11 04:59:00 main:574] : INFO : Epoch 1543 | loss: 0.0311804 | val_loss: 0.0311943 | Time: 1502.07 ms
[2022-04-11 04:59:02 main:574] : INFO : Epoch 1544 | loss: 0.0311798 | val_loss: 0.0311884 | Time: 1443.44 ms
[2022-04-11 04:59:03 main:574] : INFO : Epoch 1545 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 1414.88 ms
[2022-04-11 04:59:05 main:574] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 1534.11 ms
[2022-04-11 04:59:06 main:574] : INFO : Epoch 1547 | loss: 0.0311795 | val_loss: 0.03119 | Time: 1342.96 ms
[2022-04-11 04:59:07 main:574] : INFO : Epoch 1548 | loss: 0.031179 | val_loss: 0.0311883 | Time: 1471.07 ms
[2022-04-11 04:59:09 main:574] : INFO : Epoch 1549 | loss: 0.0311794 | val_loss: 0.0311904 | Time: 1499.01 ms
[2022-04-11 04:59:10 main:574] : INFO : Epoch 1550 | loss: 0.031184 | val_loss: 0.0311958 | Time: 1507.48 ms
[2022-04-11 04:59:12 main:574] : INFO : Epoch 1551 | loss: 0.031191 | val_loss: 0.0311939 | Time: 1433.96 ms
[2022-04-11 04:59:13 main:574] : INFO : Epoch 1552 | loss: 0.0311916 | val_loss: 0.0311936 | Time: 1474.85 ms
[2022-04-11 04:59:15 main:574] : INFO : Epoch 1553 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 1493.96 ms
[2022-04-11 04:59:16 main:574] : INFO : Epoch 1554 | loss: 0.0311863 | val_loss: 0.03119 | Time: 1342.17 ms
[2022-04-11 04:59:18 main:574] : INFO : Epoch 1555 | loss: 0.0311846 | val_loss: 0.0311906 | Time: 1498.08 ms
[2022-04-11 04:59:19 main:574] : INFO : Epoch 1556 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 1517.83 ms
[2022-04-11 04:59:21 main:574] : INFO : Epoch 1557 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 1389.8 ms
[2022-04-11 04:59:22 main:574] : INFO : Epoch 1558 | loss: 0.0311822 | val_loss: 0.0311943 | Time: 1501.49 ms
[2022-04-11 04:59:24 main:574] : INFO : Epoch 1559 | loss: 0.0311832 | val_loss: 0.0311963 | Time: 1497.87 ms
[2022-04-11 04:59:25 main:574] : INFO : Epoch 1560 | loss: 0.031184 | val_loss: 0.031189 | Time: 1486.51 ms
[2022-04-11 04:59:27 main:574] : INFO : Epoch 1561 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1534.29 ms
[2022-04-11 04:59:28 main:574] : INFO : Epoch 1562 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1337.69 ms
[2022-04-11 04:59:30 main:574] : INFO : Epoch 1563 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 1514.1 ms
[2022-04-11 04:59:31 main:574] : INFO : Epoch 1564 | loss: 0.0311803 | val_loss: 0.031193 | Time: 1507.6 ms
[2022-04-11 04:59:32 main:574] : INFO : Epoch 1565 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 1347.59 ms
[2022-04-11 04:59:34 main:574] : INFO : Epoch 1566 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 1379.6 ms
[2022-04-11 04:59:35 main:574] : INFO : Epoch 1567 | loss: 0.0311842 | val_loss: 0.0311919 | Time: 1485.33 ms
[2022-04-11 04:59:37 main:574] : INFO : Epoch 1568 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1517.58 ms
[2022-04-11 04:59:38 main:574] : INFO : Epoch 1569 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 1510.29 ms
[2022-04-11 04:59:40 main:574] : INFO : Epoch 1570 | loss: 0.0311794 | val_loss: 0.0311903 | Time: 1379.17 ms
[2022-04-11 04:59:41 main:574] : INFO : Epoch 1571 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 1465.8 ms
[2022-04-11 04:59:43 main:574] : INFO : Epoch 1572 | loss: 0.0311795 | val_loss: 0.0311892 | Time: 1536.22 ms
[2022-04-11 04:59:44 main:574] : INFO : Epoch 1573 | loss: 0.0311791 | val_loss: 0.031189 | Time: 1456.67 ms
[2022-04-11 04:59:46 main:574] : INFO : Epoch 1574 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 1457.53 ms
[2022-04-11 04:59:47 main:574] : INFO : Epoch 1575 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 1448.28 ms
[2022-04-11 04:59:49 main:574] : INFO : Epoch 1576 | loss: 0.0311799 | val_loss: 0.0311902 | Time: 1406.68 ms
[2022-04-11 04:59:50 main:574] : INFO : Epoch 1577 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 1432.84 ms
[2022-04-11 04:59:52 main:574] : INFO : Epoch 1578 | loss: 0.0311876 | val_loss: 0.0311951 | Time: 1548.27 ms
[2022-04-11 04:59:53 main:574] : INFO : Epoch 1579 | loss: 0.0311898 | val_loss: 0.0311969 | Time: 1344.71 ms
[2022-04-11 04:59:55 main:574] : INFO : Epoch 1580 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 1504.66 ms
[2022-04-11 04:59:56 main:574] : INFO : Epoch 1581 | loss: 0.0318575 | val_loss: 0.0316522 | Time: 1383.97 ms
[2022-04-11 04:59:57 main:574] : INFO : Epoch 1582 | loss: 0.0325456 | val_loss: 0.0320687 | Time: 1486.05 ms
[2022-04-11 04:59:59 main:574] : INFO : Epoch 1583 | loss: 0.0317022 | val_loss: 0.031616 | Time: 1545.04 ms
[2022-04-11 05:00:00 main:574] : INFO : Epoch 1584 | loss: 0.0313161 | val_loss: 0.0312467 | Time: 1490.41 ms
[2022-04-11 05:00:02 main:574] : INFO : Epoch 1585 | loss: 0.0312298 | val_loss: 0.0312066 | Time: 1470.57 ms
[2022-04-11 05:00:03 main:574] : INFO : Epoch 1586 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 1420.87 ms
[2022-04-11 05:00:05 main:574] : INFO : Epoch 1587 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1508.12 ms
[2022-04-11 05:00:06 main:574] : INFO : Epoch 1588 | loss: 0.0311834 | val_loss: 0.031192 | Time: 1471.31 ms
[2022-04-11 05:00:08 main:574] : INFO : Epoch 1589 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 1486.46 ms
[2022-04-11 05:00:09 main:574] : INFO : Epoch 1590 | loss: 0.0311803 | val_loss: 0.031189 | Time: 1505.78 ms
[2022-04-11 05:00:11 main:574] : INFO : Epoch 1591 | loss: 0.0311804 | val_loss: 0.0311899 | Time: 1633.3 ms
[2022-04-11 05:00:13 main:574] : INFO : Epoch 1592 | loss: 0.0311803 | val_loss: 0.0311912 | Time: 1506.11 ms
[2022-04-11 05:00:14 main:574] : INFO : Epoch 1593 | loss: 0.0311806 | val_loss: 0.0311902 | Time: 1393.41 ms
[2022-04-11 05:00:16 main:574] : INFO : Epoch 1594 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 1503.72 ms
[2022-04-11 05:00:17 main:574] : INFO : Epoch 1595 | loss: 0.0311809 | val_loss: 0.0311912 | Time: 1435.59 ms
[2022-04-11 05:00:18 main:574] : INFO : Epoch 1596 | loss: 0.0311795 | val_loss: 0.0311902 | Time: 1511.53 ms
[2022-04-11 05:00:20 main:574] : INFO : Epoch 1597 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 1504.16 ms
[2022-04-11 05:00:22 main:574] : INFO : Epoch 1598 | loss: 0.0311788 | val_loss: 0.0311906 | Time: 1517.78 ms
[2022-04-11 05:00:23 main:574] : INFO : Epoch 1599 | loss: 0.0311783 | val_loss: 0.0311911 | Time: 1518.44 ms
[2022-04-11 05:00:24 main:574] : INFO : Epoch 1600 | loss: 0.0311773 | val_loss: 0.0311913 | Time: 1395.13 ms
[2022-04-11 05:00:26 main:574] : INFO : Epoch 1601 | loss: 0.0311769 | val_loss: 0.031194 | Time: 1539.61 ms
[2022-04-11 05:00:27 main:574] : INFO : Epoch 1602 | loss: 0.0311783 | val_loss: 0.0311952 | Time: 1401.74 ms
[2022-04-11 05:00:29 main:574] : INFO : Epoch 1603 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 1494.08 ms
[2022-04-11 05:00:30 main:574] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1469.44 ms
[2022-04-11 05:00:32 main:574] : INFO : Epoch 1605 | loss: 0.0311762 | val_loss: 0.0311908 | Time: 1492.43 ms
[2022-04-11 05:00:34 main:574] : INFO : Epoch 1606 | loss: 0.0311765 | val_loss: 0.0311924 | Time: 1552.16 ms
[2022-04-11 05:00:35 main:574] : INFO : Epoch 1607 | loss: 0.0311752 | val_loss: 0.0311906 | Time: 1356.23 ms
[2022-04-11 05:00:36 main:574] : INFO : Epoch 1608 | loss: 0.0311792 | val_loss: 0.0311932 | Time: 1426.64 ms
[2022-04-11 05:00:38 main:574] : INFO : Epoch 1609 | loss: 0.0311838 | val_loss: 0.0311913 | Time: 1493.72 ms
[2022-04-11 05:00:39 main:574] : INFO : Epoch 1610 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 1483.02 ms
[2022-04-11 05:00:41 main:574] : INFO : Epoch 1611 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 1342.85 ms
[2022-04-11 05:00:42 main:574] : INFO : Epoch 1612 | loss: 0.0311816 | val_loss: 0.0311927 | Time: 1492.36 ms
[2022-04-11 05:00:44 main:574] : INFO : Epoch 1613 | loss: 0.0311818 | val_loss: 0.031191 | Time: 1339.08 ms
[2022-04-11 05:00:45 main:574] : INFO : Epoch 1614 | loss: 0.0311803 | val_loss: 0.0311921 | Time: 1396.85 ms
[2022-04-11 05:00:46 main:574] : INFO : Epoch 1615 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 1430.13 ms
[2022-04-11 05:00:48 main:574] : INFO : Epoch 1616 | loss: 0.0311813 | val_loss: 0.031194 | Time: 1534.59 ms
[2022-04-11 05:00:49 main:574] : INFO : Epoch 1617 | loss: 0.0311803 | val_loss: 0.0311923 | Time: 1482.02 ms
[2022-04-11 05:00:51 main:574] : INFO : Epoch 1618 | loss: 0.0311786 | val_loss: 0.0311927 | Time: 1486.24 ms
[2022-04-11 05:00:52 main:574] : INFO : Epoch 1619 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 1458.55 ms
[2022-04-11 05:00:54 main:574] : INFO : Epoch 1620 | loss: 0.0311784 | val_loss: 0.0311927 | Time: 1475.55 ms
[2022-04-11 05:00:55 main:574] : INFO : Epoch 1621 | loss: 0.031178 | val_loss: 0.0311916 | Time: 1453.03 ms
[2022-04-11 05:00:57 main:574] : INFO : Epoch 1622 | loss: 0.0311772 | val_loss: 0.0311917 | Time: 1457.81 ms
[2022-04-11 05:00:58 main:574] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311919 | Time: 1531.82 ms
[2022-04-11 05:01:00 main:574] : INFO : Epoch 1624 | loss: 0.0311771 | val_loss: 0.0311914 | Time: 1496.32 ms
[2022-04-11 05:01:01 main:574] : INFO : Epoch 1625 | loss: 0.031177 | val_loss: 0.0311907 | Time: 1461.69 ms
[2022-04-11 05:01:03 main:574] : INFO : Epoch 1626 | loss: 0.0311768 | val_loss: 0.0311894 | Time: 1475.08 ms
[2022-04-11 05:01:04 main:574] : INFO : Epoch 1627 | loss: 0.0311759 | val_loss: 0.0311901 | Time: 1532.14 ms
[2022-04-11 05:01:06 main:574] : INFO : Epoch 1628 | loss: 0.0311765 | val_loss: 0.0311894 | Time: 1497.62 ms
[2022-04-11 05:01:07 main:574] : INFO : Epoch 1629 | loss: 0.0311758 | val_loss: 0.0311901 | Time: 1511.19 ms
[2022-04-11 05:01:09 main:574] : INFO : Epoch 1630 | loss: 0.0311772 | val_loss: 0.031191 | Time: 1401.71 ms
[2022-04-11 05:01:10 main:574] : INFO : Epoch 1631 | loss: 0.0311767 | val_loss: 0.0311909 | Time: 1488.2 ms
[2022-04-11 05:01:12 main:574] : INFO : Epoch 1632 | loss: 0.0311767 | val_loss: 0.0311918 | Time: 1487.48 ms
[2022-04-11 05:01:13 main:574] : INFO : Epoch 1633 | loss: 0.0311792 | val_loss: 0.0311908 | Time: 1501.87 ms
[2022-04-11 05:01:15 main:574] : INFO : Epoch 1634 | loss: 0.0311781 | val_loss: 0.0311888 | Time: 1502.3 ms
[2022-04-11 05:01:16 main:574] : INFO : Epoch 1635 | loss: 0.0311768 | val_loss: 0.0311896 | Time: 1368.53 ms
[2022-04-11 05:01:18 main:574] : INFO : Epoch 1636 | loss: 0.031177 | val_loss: 0.0311909 | Time: 1499.8 ms
[2022-04-11 05:01:19 main:574] : INFO : Epoch 1637 | loss: 0.0311763 | val_loss: 0.0311896 | Time: 1437.86 ms
[2022-04-11 05:01:21 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311891 | Time: 1353.69 ms
[2022-04-11 05:01:22 main:574] : INFO : Epoch 1639 | loss: 0.0311745 | val_loss: 0.0311899 | Time: 1436.53 ms
[2022-04-11 05:01:24 main:574] : INFO : Epoch 1640 | loss: 0.0311744 | val_loss: 0.0311909 | Time: 1526.37 ms
[2022-04-11 05:01:25 main:574] : INFO : Epoch 1641 | loss: 0.031176 | val_loss: 0.03119 | Time: 1427.08 ms
[2022-04-11 05:01:26 main:574] : INFO : Epoch 1642 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 1346.05 ms
[2022-04-11 05:01:28 main:574] : INFO : Epoch 1643 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 1338.51 ms
[2022-04-11 05:01:29 main:574] : INFO : Epoch 1644 | loss: 0.0311748 | val_loss: 0.031192 | Time: 1423.1 ms
[2022-04-11 05:01:31 main:574] : INFO : Epoch 1645 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 1551.44 ms
[2022-04-11 05:01:32 main:574] : INFO : Epoch 1646 | loss: 0.0311762 | val_loss: 0.0311894 | Time: 1527.13 ms
[2022-04-11 05:01:34 main:574] : INFO : Epoch 1647 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 1494.95 ms
[2022-04-11 05:01:35 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.0311908 | Time: 1338.54 ms
[2022-04-11 05:01:37 main:574] : INFO : Epoch 1649 | loss: 0.031174 | val_loss: 0.0311889 | Time: 1507.27 ms
[2022-04-11 05:01:38 main:574] : INFO : Epoch 1650 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 1461.03 ms
[2022-04-11 05:01:40 main:574] : INFO : Epoch 1651 | loss: 0.0311743 | val_loss: 0.0311901 | Time: 1362.82 ms
[2022-04-11 05:01:41 main:574] : INFO : Epoch 1652 | loss: 0.031174 | val_loss: 0.0311877 | Time: 1479.9 ms
[2022-04-11 05:01:42 main:574] : INFO : Epoch 1653 | loss: 0.0311738 | val_loss: 0.0311884 | Time: 1452.77 ms
[2022-04-11 05:01:44 main:574] : INFO : Epoch 1654 | loss: 0.0311742 | val_loss: 0.0311882 | Time: 1423.32 ms
[2022-04-11 05:01:45 main:574] : INFO : Epoch 1655 | loss: 0.0311727 | val_loss: 0.0311872 | Time: 1477.68 ms
[2022-04-11 05:01:47 main:574] : INFO : Epoch 1656 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 1509.38 ms
[2022-04-11 05:01:48 main:574] : INFO : Epoch 1657 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 1465.58 ms
[2022-04-11 05:01:50 main:574] : INFO : Epoch 1658 | loss: 0.0311722 | val_loss: 0.0311897 | Time: 1529.85 ms
[2022-04-11 05:01:51 main:574] : INFO : Epoch 1659 | loss: 0.0311746 | val_loss: 0.0311899 | Time: 1500.11 ms
[2022-04-11 05:01:53 main:574] : INFO : Epoch 1660 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 1488.9 ms
[2022-04-11 05:01:54 main:574] : INFO : Epoch 1661 | loss: 0.0311731 | val_loss: 0.0311964 | Time: 1523.18 ms
[2022-04-11 05:01:56 main:574] : INFO : Epoch 1662 | loss: 0.031175 | val_loss: 0.0311917 | Time: 1342.1 ms
[2022-04-11 05:01:57 main:574] : INFO : Epoch 1663 | loss: 0.0311731 | val_loss: 0.031188 | Time: 1501.5 ms
[2022-04-11 05:01:59 main:574] : INFO : Epoch 1664 | loss: 0.0311743 | val_loss: 0.0311892 | Time: 1403.79 ms
[2022-04-11 05:02:00 main:574] : INFO : Epoch 1665 | loss: 0.0311735 | val_loss: 0.031187 | Time: 1427.21 ms
[2022-04-11 05:02:02 main:574] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311873 | Time: 1474.73 ms
[2022-04-11 05:02:03 main:574] : INFO : Epoch 1667 | loss: 0.031174 | val_loss: 0.0311891 | Time: 1461.79 ms
[2022-04-11 05:02:05 main:574] : INFO : Epoch 1668 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 1345.1 ms
[2022-04-11 05:02:06 main:574] : INFO : Epoch 1669 | loss: 0.0311739 | val_loss: 0.0311893 | Time: 1516.73 ms
[2022-04-11 05:02:08 main:574] : INFO : Epoch 1670 | loss: 0.0311734 | val_loss: 0.0311886 | Time: 1474.35 ms
[2022-04-11 05:02:09 main:574] : INFO : Epoch 1671 | loss: 0.0311729 | val_loss: 0.0311894 | Time: 1475.79 ms
[2022-04-11 05:02:11 main:574] : INFO : Epoch 1672 | loss: 0.031174 | val_loss: 0.0311891 | Time: 1484.54 ms
[2022-04-11 05:02:12 main:574] : INFO : Epoch 1673 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 1510.99 ms
[2022-04-11 05:02:14 main:574] : INFO : Epoch 1674 | loss: 0.0311743 | val_loss: 0.0311893 | Time: 1459.84 ms
[2022-04-11 05:02:15 main:574] : INFO : Epoch 1675 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 1485.55 ms
[2022-04-11 05:02:17 main:574] : INFO : Epoch 1676 | loss: 0.0311775 | val_loss: 0.031194 | Time: 1483.16 ms
[2022-04-11 05:02:18 main:574] : INFO : Epoch 1677 | loss: 0.0311868 | val_loss: 0.0311944 | Time: 1366.86 ms
[2022-04-11 05:02:19 main:574] : INFO : Epoch 1678 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 1396.93 ms
[2022-04-11 05:02:21 main:574] : INFO : Epoch 1679 | loss: 0.0311833 | val_loss: 0.0311936 | Time: 1497.54 ms
[2022-04-11 05:02:22 main:574] : INFO : Epoch 1680 | loss: 0.0311834 | val_loss: 0.0311927 | Time: 1498.78 ms
[2022-04-11 05:02:24 main:574] : INFO : Epoch 1681 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 1542.04 ms
[2022-04-11 05:02:25 main:574] : INFO : Epoch 1682 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 1461.52 ms
[2022-04-11 05:02:27 main:574] : INFO : Epoch 1683 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 1458.59 ms
[2022-04-11 05:02:28 main:574] : INFO : Epoch 1684 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 1510.97 ms
[2022-04-11 05:02:30 main:574] : INFO : Epoch 1685 | loss: 0.0311795 | val_loss: 0.0311904 | Time: 1463.86 ms
[2022-04-11 05:02:31 main:574] : INFO : Epoch 1686 | loss: 0.0311797 | val_loss: 0.0311952 | Time: 1509.3 ms
[2022-04-11 05:02:33 main:574] : INFO : Epoch 1687 | loss: 0.0311789 | val_loss: 0.03119 | Time: 1426.3 ms
[2022-04-11 05:02:34 main:574] : INFO : Epoch 1688 | loss: 0.0311783 | val_loss: 0.0311899 | Time: 1458.42 ms
[2022-04-11 05:02:36 main:574] : INFO : Epoch 1689 | loss: 0.0311782 | val_loss: 0.0311906 | Time: 1505.67 ms
[2022-04-11 05:02:37 main:574] : INFO : Epoch 1690 | loss: 0.0311782 | val_loss: 0.0311888 | Time: 1513.15 ms
[2022-04-11 05:02:39 main:574] : INFO : Epoch 1691 | loss: 0.0311786 | val_loss: 0.0311916 | Time: 1394.93 ms
[2022-04-11 05:02:40 main:574] : INFO : Epoch 1692 | loss: 0.031178 | val_loss: 0.0311914 | Time: 1480.61 ms
[2022-04-11 05:02:42 main:574] : INFO : Epoch 1693 | loss: 0.0311773 | val_loss: 0.0311893 | Time: 1357.57 ms
[2022-04-11 05:02:43 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311958 | Time: 1455.52 ms
[2022-04-11 05:02:44 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 1356 ms
[2022-04-11 05:02:46 main:574] : INFO : Epoch 1696 | loss: 0.0311781 | val_loss: 0.0311907 | Time: 1483.53 ms
[2022-04-11 05:02:47 main:574] : INFO : Epoch 1697 | loss: 0.0311775 | val_loss: 0.0311879 | Time: 1471.22 ms
[2022-04-11 05:02:49 main:574] : INFO : Epoch 1698 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 1388.22 ms
[2022-04-11 05:02:50 main:574] : INFO : Epoch 1699 | loss: 0.0311766 | val_loss: 0.0311876 | Time: 1490.73 ms
[2022-04-11 05:02:52 main:574] : INFO : Epoch 1700 | loss: 0.0311749 | val_loss: 0.0311887 | Time: 1458.41 ms
[2022-04-11 05:02:53 main:574] : INFO : Epoch 1701 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 1397.6 ms
[2022-04-11 05:02:55 main:574] : INFO : Epoch 1702 | loss: 0.0311744 | val_loss: 0.031189 | Time: 1537.13 ms
[2022-04-11 05:02:56 main:574] : INFO : Epoch 1703 | loss: 0.0311746 | val_loss: 0.0311901 | Time: 1378.43 ms
[2022-04-11 05:02:58 main:574] : INFO : Epoch 1704 | loss: 0.0311761 | val_loss: 0.0311895 | Time: 1545.16 ms
[2022-04-11 05:02:59 main:574] : INFO : Epoch 1705 | loss: 0.031175 | val_loss: 0.031188 | Time: 1473.83 ms
[2022-04-11 05:03:01 main:574] : INFO : Epoch 1706 | loss: 0.0311752 | val_loss: 0.031188 | Time: 1542.33 ms
[2022-04-11 05:03:02 main:574] : INFO : Epoch 1707 | loss: 0.0311741 | val_loss: 0.0311879 | Time: 1530.25 ms
[2022-04-11 05:03:04 main:574] : INFO : Epoch 1708 | loss: 0.0311754 | val_loss: 0.0311898 | Time: 1539.7 ms
[2022-04-11 05:03:05 main:574] : INFO : Epoch 1709 | loss: 0.0311749 | val_loss: 0.0311867 | Time: 1374.87 ms
[2022-04-11 05:03:07 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311894 | Time: 1475.68 ms
[2022-04-11 05:03:08 main:574] : INFO : Epoch 1711 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 1476.48 ms
[2022-04-11 05:03:10 main:574] : INFO : Epoch 1712 | loss: 0.0311745 | val_loss: 0.0311905 | Time: 1486.99 ms
[2022-04-11 05:03:11 main:574] : INFO : Epoch 1713 | loss: 0.0311737 | val_loss: 0.0311887 | Time: 1372.71 ms
[2022-04-11 05:03:12 main:574] : INFO : Epoch 1714 | loss: 0.031173 | val_loss: 0.0311925 | Time: 1348.24 ms
[2022-04-11 05:03:14 main:574] : INFO : Epoch 1715 | loss: 0.0311735 | val_loss: 0.0311881 | Time: 1416.31 ms
[2022-04-11 05:03:15 main:574] : INFO : Epoch 1716 | loss: 0.0311753 | val_loss: 0.031191 | Time: 1462.76 ms
[2022-04-11 05:03:17 main:574] : INFO : Epoch 1717 | loss: 0.0311781 | val_loss: 0.0311877 | Time: 1447.35 ms
[2022-04-11 05:03:18 main:574] : INFO : Epoch 1718 | loss: 0.0311767 | val_loss: 0.0311879 | Time: 1525.46 ms
[2022-04-11 05:03:20 main:574] : INFO : Epoch 1719 | loss: 0.0311782 | val_loss: 0.0311922 | Time: 1455.37 ms
[2022-04-11 05:03:21 main:574] : INFO : Epoch 1720 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 1362.73 ms
[2022-04-11 05:03:22 main:574] : INFO : Epoch 1721 | loss: 0.0311751 | val_loss: 0.0311873 | Time: 1460.05 ms
[2022-04-11 05:03:24 main:574] : INFO : Epoch 1722 | loss: 0.0311755 | val_loss: 0.03119 | Time: 1495.48 ms
[2022-04-11 05:03:26 main:574] : INFO : Epoch 1723 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 1515.65 ms
[2022-04-11 05:03:27 main:574] : INFO : Epoch 1724 | loss: 0.0311743 | val_loss: 0.0311879 | Time: 1538.56 ms
[2022-04-11 05:03:28 main:574] : INFO : Epoch 1725 | loss: 0.0311735 | val_loss: 0.0311874 | Time: 1384.23 ms
[2022-04-11 05:03:30 main:574] : INFO : Epoch 1726 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 1507.2 ms
[2022-04-11 05:03:31 main:574] : INFO : Epoch 1727 | loss: 0.0311746 | val_loss: 0.0311866 | Time: 1493.14 ms
[2022-04-11 05:03:33 main:574] : INFO : Epoch 1728 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 1461.87 ms
[2022-04-11 05:03:34 main:574] : INFO : Epoch 1729 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 1513.87 ms
[2022-04-11 05:03:36 main:574] : INFO : Epoch 1730 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 1516.04 ms
[2022-04-11 05:03:37 main:574] : INFO : Epoch 1731 | loss: 0.031172 | val_loss: 0.0311865 | Time: 1427.3 ms
[2022-04-11 05:03:39 main:574] : INFO : Epoch 1732 | loss: 0.031172 | val_loss: 0.031189 | Time: 1501.42 ms
[2022-04-11 05:03:40 main:574] : INFO : Epoch 1733 | loss: 0.0311714 | val_loss: 0.0311852 | Time: 1420.97 ms
[2022-04-11 05:03:42 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311875 | Time: 1391.64 ms
[2022-04-11 05:03:43 main:574] : INFO : Epoch 1735 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 1510.43 ms
[2022-04-11 05:03:45 main:574] : INFO : Epoch 1736 | loss: 0.031173 | val_loss: 0.0311872 | Time: 1335.62 ms
[2022-04-11 05:03:46 main:574] : INFO : Epoch 1737 | loss: 0.0311749 | val_loss: 0.0311864 | Time: 1472.41 ms
[2022-04-11 05:03:48 main:574] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 1502.43 ms
[2022-04-11 05:03:49 main:574] : INFO : Epoch 1739 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 1490.8 ms
[2022-04-11 05:03:51 main:574] : INFO : Epoch 1740 | loss: 0.0311732 | val_loss: 0.0311866 | Time: 1483.72 ms
[2022-04-11 05:03:52 main:574] : INFO : Epoch 1741 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 1450.92 ms
[2022-04-11 05:03:54 main:574] : INFO : Epoch 1742 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 1524.4 ms
[2022-04-11 05:03:55 main:574] : INFO : Epoch 1743 | loss: 0.0311725 | val_loss: 0.0311867 | Time: 1422.41 ms
[2022-04-11 05:03:57 main:574] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0311871 | Time: 1512.91 ms
[2022-04-11 05:03:58 main:574] : INFO : Epoch 1745 | loss: 0.0311709 | val_loss: 0.0311846 | Time: 1483.94 ms
[2022-04-11 05:04:00 main:574] : INFO : Epoch 1746 | loss: 0.0311706 | val_loss: 0.0311872 | Time: 1515.31 ms
[2022-04-11 05:04:01 main:574] : INFO : Epoch 1747 | loss: 0.0311712 | val_loss: 0.0311862 | Time: 1395.52 ms
[2022-04-11 05:04:02 main:574] : INFO : Epoch 1748 | loss: 0.0311701 | val_loss: 0.0311857 | Time: 1375.22 ms
[2022-04-11 05:04:04 main:574] : INFO : Epoch 1749 | loss: 0.0311692 | val_loss: 0.0311884 | Time: 1460.25 ms
[2022-04-11 05:04:05 main:574] : INFO : Epoch 1750 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 1337.19 ms
[2022-04-11 05:04:07 main:574] : INFO : Epoch 1751 | loss: 0.0311691 | val_loss: 0.0311897 | Time: 1473.28 ms
[2022-04-11 05:04:08 main:574] : INFO : Epoch 1752 | loss: 0.0311686 | val_loss: 0.0311895 | Time: 1350.06 ms
[2022-04-11 05:04:09 main:574] : INFO : Epoch 1753 | loss: 0.0311707 | val_loss: 0.0311872 | Time: 1374.66 ms
[2022-04-11 05:04:11 main:574] : INFO : Epoch 1754 | loss: 0.0311688 | val_loss: 0.0311881 | Time: 1396.06 ms
[2022-04-11 05:04:12 main:574] : INFO : Epoch 1755 | loss: 0.0311683 | val_loss: 0.0311861 | Time: 1443.61 ms
[2022-04-11 05:04:14 main:574] : INFO : Epoch 1756 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1373.97 ms
[2022-04-11 05:04:15 main:574] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 1508.03 ms
[2022-04-11 05:04:17 main:574] : INFO : Epoch 1758 | loss: 0.0311737 | val_loss: 0.0311871 | Time: 1519.61 ms
[2022-04-11 05:04:18 main:574] : INFO : Epoch 1759 | loss: 0.0311716 | val_loss: 0.0311864 | Time: 1399.43 ms
[2022-04-11 05:04:20 main:574] : INFO : Epoch 1760 | loss: 0.0311712 | val_loss: 0.0311873 | Time: 1442.26 ms
[2022-04-11 05:04:21 main:574] : INFO : Epoch 1761 | loss: 0.0311704 | val_loss: 0.0311874 | Time: 1405.25 ms
[2022-04-11 05:04:23 main:574] : INFO : Epoch 1762 | loss: 0.0311724 | val_loss: 0.0311894 | Time: 1532.83 ms
[2022-04-11 05:04:24 main:574] : INFO : Epoch 1763 | loss: 0.0311719 | val_loss: 0.03119 | Time: 1562.44 ms
[2022-04-11 05:04:26 main:574] : INFO : Epoch 1764 | loss: 0.0311718 | val_loss: 0.0311892 | Time: 1420.61 ms
[2022-04-11 05:04:27 main:574] : INFO : Epoch 1765 | loss: 0.0311714 | val_loss: 0.0311923 | Time: 1502.11 ms
[2022-04-11 05:04:29 main:574] : INFO : Epoch 1766 | loss: 0.0311712 | val_loss: 0.0311898 | Time: 1491.27 ms
[2022-04-11 05:04:30 main:574] : INFO : Epoch 1767 | loss: 0.0311738 | val_loss: 0.0311901 | Time: 1450.51 ms
[2022-04-11 05:04:32 main:574] : INFO : Epoch 1768 | loss: 0.0311768 | val_loss: 0.0311899 | Time: 1520.82 ms
[2022-04-11 05:04:33 main:574] : INFO : Epoch 1769 | loss: 0.0311754 | val_loss: 0.0311952 | Time: 1388.98 ms
[2022-04-11 05:04:34 main:574] : INFO : Epoch 1770 | loss: 0.0311778 | val_loss: 0.0311921 | Time: 1338.6 ms
[2022-04-11 05:04:36 main:574] : INFO : Epoch 1771 | loss: 0.0311767 | val_loss: 0.0311924 | Time: 1518.33 ms
[2022-04-11 05:04:37 main:574] : INFO : Epoch 1772 | loss: 0.0311766 | val_loss: 0.0311887 | Time: 1449.57 ms
[2022-04-11 05:04:39 main:574] : INFO : Epoch 1773 | loss: 0.0311753 | val_loss: 0.0311898 | Time: 1486.07 ms
[2022-04-11 05:04:40 main:574] : INFO : Epoch 1774 | loss: 0.0311767 | val_loss: 0.031188 | Time: 1529.76 ms
[2022-04-11 05:04:42 main:574] : INFO : Epoch 1775 | loss: 0.0311751 | val_loss: 0.0311884 | Time: 1483.6 ms
[2022-04-11 05:04:43 main:574] : INFO : Epoch 1776 | loss: 0.0311769 | val_loss: 0.031188 | Time: 1467.01 ms
[2022-04-11 05:04:45 main:574] : INFO : Epoch 1777 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 1364.51 ms
[2022-04-11 05:04:46 main:574] : INFO : Epoch 1778 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 1535.08 ms
[2022-04-11 05:04:48 main:574] : INFO : Epoch 1779 | loss: 0.0311731 | val_loss: 0.0311845 | Time: 1490.79 ms
[2022-04-11 05:04:49 main:574] : INFO : Epoch 1780 | loss: 0.0311728 | val_loss: 0.0311852 | Time: 1547.81 ms
[2022-04-11 05:04:51 main:574] : INFO : Epoch 1781 | loss: 0.031172 | val_loss: 0.0311848 | Time: 1505.26 ms
[2022-04-11 05:04:52 main:574] : INFO : Epoch 1782 | loss: 0.0311717 | val_loss: 0.031184 | Time: 1407.22 ms
[2022-04-11 05:04:54 main:574] : INFO : Epoch 1783 | loss: 0.0311719 | val_loss: 0.0311842 | Time: 1468.68 ms
[2022-04-11 05:04:55 main:574] : INFO : Epoch 1784 | loss: 0.0311728 | val_loss: 0.0311866 | Time: 1479.08 ms
[2022-04-11 05:04:57 main:574] : INFO : Epoch 1785 | loss: 0.0311724 | val_loss: 0.031187 | Time: 1480.41 ms
[2022-04-11 05:04:58 main:574] : INFO : Epoch 1786 | loss: 0.0311716 | val_loss: 0.031188 | Time: 1454.76 ms
[2022-04-11 05:05:00 main:574] : INFO : Epoch 1787 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 1354.92 ms
[2022-04-11 05:05:01 main:574] : INFO : Epoch 1788 | loss: 0.031172 | val_loss: 0.0311912 | Time: 1412.42 ms
[2022-04-11 05:05:03 main:574] : INFO : Epoch 1789 | loss: 0.0311725 | val_loss: 0.0311892 | Time: 1572.66 ms
[2022-04-11 05:05:04 main:574] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311877 | Time: 1398.39 ms
[2022-04-11 05:05:05 main:574] : INFO : Epoch 1791 | loss: 0.0311756 | val_loss: 0.031186 | Time: 1354.95 ms
[2022-04-11 05:05:07 main:574] : INFO : Epoch 1792 | loss: 0.0311733 | val_loss: 0.0311863 | Time: 1496.97 ms
[2022-04-11 05:05:08 main:574] : INFO : Epoch 1793 | loss: 0.0311729 | val_loss: 0.031186 | Time: 1455.75 ms
[2022-04-11 05:05:10 main:574] : INFO : Epoch 1794 | loss: 0.0311716 | val_loss: 0.0311873 | Time: 1555.7 ms
[2022-04-11 05:05:12 main:574] : INFO : Epoch 1795 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 1723.19 ms
[2022-04-11 05:05:13 main:574] : INFO : Epoch 1796 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 1393.6 ms
[2022-04-11 05:05:14 main:574] : INFO : Epoch 1797 | loss: 0.0311718 | val_loss: 0.0311914 | Time: 1412.33 ms
[2022-04-11 05:05:16 main:574] : INFO : Epoch 1798 | loss: 0.0311754 | val_loss: 0.0311919 | Time: 1485.3 ms
[2022-04-11 05:05:17 main:574] : INFO : Epoch 1799 | loss: 0.0311787 | val_loss: 0.0311896 | Time: 1533.53 ms
[2022-04-11 05:05:19 main:574] : INFO : Epoch 1800 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 1569.73 ms
[2022-04-11 05:05:21 main:574] : INFO : Epoch 1801 | loss: 0.0311765 | val_loss: 0.0311904 | Time: 1473.18 ms
[2022-04-11 05:05:22 main:574] : INFO : Epoch 1802 | loss: 0.0311753 | val_loss: 0.0311905 | Time: 1454.19 ms
[2022-04-11 05:05:23 main:574] : INFO : Epoch 1803 | loss: 0.0311751 | val_loss: 0.0311933 | Time: 1381.71 ms
[2022-04-11 05:05:25 main:574] : INFO : Epoch 1804 | loss: 0.0311754 | val_loss: 0.0311918 | Time: 1449.91 ms
[2022-04-11 05:05:26 main:574] : INFO : Epoch 1805 | loss: 0.0311754 | val_loss: 0.0311942 | Time: 1451.3 ms
[2022-04-11 05:05:28 main:574] : INFO : Epoch 1806 | loss: 0.0311739 | val_loss: 0.0311911 | Time: 1338.82 ms
[2022-04-11 05:05:29 main:574] : INFO : Epoch 1807 | loss: 0.0311736 | val_loss: 0.0311916 | Time: 1456.7 ms
[2022-04-11 05:05:31 main:574] : INFO : Epoch 1808 | loss: 0.0311727 | val_loss: 0.0311915 | Time: 1523.66 ms
[2022-04-11 05:05:32 main:574] : INFO : Epoch 1809 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 1342.06 ms
[2022-04-11 05:05:33 main:574] : INFO : Epoch 1810 | loss: 0.031175 | val_loss: 0.0311896 | Time: 1362 ms
[2022-04-11 05:05:35 main:574] : INFO : Epoch 1811 | loss: 0.0311766 | val_loss: 0.0311886 | Time: 1360.52 ms
[2022-04-11 05:05:36 main:574] : INFO : Epoch 1812 | loss: 0.0311743 | val_loss: 0.0311884 | Time: 1471.75 ms
[2022-04-11 05:05:38 main:574] : INFO : Epoch 1813 | loss: 0.0311736 | val_loss: 0.03119 | Time: 1519.59 ms
[2022-04-11 05:05:39 main:574] : INFO : Epoch 1814 | loss: 0.0311755 | val_loss: 0.0311883 | Time: 1403.06 ms
[2022-04-11 05:05:40 main:574] : INFO : Epoch 1815 | loss: 0.0311744 | val_loss: 0.0311894 | Time: 1370.27 ms
[2022-04-11 05:05:42 main:574] : INFO : Epoch 1816 | loss: 0.0311738 | val_loss: 0.0311915 | Time: 1362.42 ms
[2022-04-11 05:05:43 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311922 | Time: 1468.2 ms
[2022-04-11 05:05:45 main:574] : INFO : Epoch 1818 | loss: 0.0311733 | val_loss: 0.0311938 | Time: 1360.77 ms
[2022-04-11 05:05:46 main:574] : INFO : Epoch 1819 | loss: 0.0311734 | val_loss: 0.0311926 | Time: 1433.76 ms
[2022-04-11 05:05:47 main:574] : INFO : Epoch 1820 | loss: 0.0311727 | val_loss: 0.0311926 | Time: 1356.65 ms
[2022-04-11 05:05:49 main:574] : INFO : Epoch 1821 | loss: 0.0311734 | val_loss: 0.0311939 | Time: 1473.24 ms
[2022-04-11 05:05:50 main:574] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311906 | Time: 1492.21 ms
[2022-04-11 05:05:52 main:574] : INFO : Epoch 1823 | loss: 0.031175 | val_loss: 0.0311896 | Time: 1393.84 ms
[2022-04-11 05:05:53 main:574] : INFO : Epoch 1824 | loss: 0.0311725 | val_loss: 0.031188 | Time: 1447.9 ms
[2022-04-11 05:05:55 main:574] : INFO : Epoch 1825 | loss: 0.0311725 | val_loss: 0.0311911 | Time: 1534.42 ms
[2022-04-11 05:05:56 main:574] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311889 | Time: 1367.75 ms
[2022-04-11 05:05:58 main:574] : INFO : Epoch 1827 | loss: 0.0311705 | val_loss: 0.0311948 | Time: 1439.61 ms
[2022-04-11 05:05:59 main:574] : INFO : Epoch 1828 | loss: 0.031171 | val_loss: 0.0311878 | Time: 1498.97 ms
[2022-04-11 05:06:01 main:574] : INFO : Epoch 1829 | loss: 0.031169 | val_loss: 0.0311895 | Time: 1483.99 ms
[2022-04-11 05:06:02 main:574] : INFO : Epoch 1830 | loss: 0.0311695 | val_loss: 0.0311953 | Time: 1421.14 ms
[2022-04-11 05:06:03 main:574] : INFO : Epoch 1831 | loss: 0.0311741 | val_loss: 0.0311962 | Time: 1343.37 ms
[2022-04-11 05:06:05 main:574] : INFO : Epoch 1832 | loss: 0.0311733 | val_loss: 0.0311914 | Time: 1425.78 ms
[2022-04-11 05:06:06 main:574] : INFO : Epoch 1833 | loss: 0.0311715 | val_loss: 0.0311914 | Time: 1367.5 ms
[2022-04-11 05:06:08 main:574] : INFO : Epoch 1834 | loss: 0.0311712 | val_loss: 0.0311953 | Time: 1379.31 ms
[2022-04-11 05:06:09 main:574] : INFO : Epoch 1835 | loss: 0.0311737 | val_loss: 0.031191 | Time: 1384.29 ms
[2022-04-11 05:06:10 main:574] : INFO : Epoch 1836 | loss: 0.0311732 | val_loss: 0.0311912 | Time: 1453.13 ms
[2022-04-11 05:06:12 main:574] : INFO : Epoch 1837 | loss: 0.0311736 | val_loss: 0.0311915 | Time: 1554.77 ms
[2022-04-11 05:06:13 main:574] : INFO : Epoch 1838 | loss: 0.0311742 | val_loss: 0.031192 | Time: 1339.66 ms
[2022-04-11 05:06:15 main:574] : INFO : Epoch 1839 | loss: 0.0311743 | val_loss: 0.0311877 | Time: 1447.95 ms
[2022-04-11 05:06:16 main:574] : INFO : Epoch 1840 | loss: 0.031174 | val_loss: 0.0311886 | Time: 1463.72 ms
[2022-04-11 05:06:18 main:574] : INFO : Epoch 1841 | loss: 0.0311734 | val_loss: 0.0311894 | Time: 1475.98 ms
[2022-04-11 05:06:19 main:574] : INFO : Epoch 1842 | loss: 0.0311741 | val_loss: 0.0311926 | Time: 1408.23 ms
[2022-04-11 05:06:21 main:574] : INFO : Epoch 1843 | loss: 0.031173 | val_loss: 0.0311885 | Time: 1378.4 ms
[2022-04-11 05:06:22 main:574] : INFO : Epoch 1844 | loss: 0.031175 | val_loss: 0.0311915 | Time: 1517 ms
[2022-04-11 05:06:24 main:574] : INFO : Epoch 1845 | loss: 0.0311718 | val_loss: 0.0311882 | Time: 1413.72 ms
[2022-04-11 05:06:25 main:574] : INFO : Epoch 1846 | loss: 0.0311722 | val_loss: 0.0311887 | Time: 1474.29 ms
[2022-04-11 05:06:27 main:574] : INFO : Epoch 1847 | loss: 0.0311717 | val_loss: 0.031188 | Time: 1545.38 ms
[2022-04-11 05:06:28 main:574] : INFO : Epoch 1848 | loss: 0.0311714 | val_loss: 0.0311881 | Time: 1513.93 ms
[2022-04-11 05:06:30 main:574] : INFO : Epoch 1849 | loss: 0.0311703 | val_loss: 0.0311889 | Time: 1332.51 ms
[2022-04-11 05:06:31 main:574] : INFO : Epoch 1850 | loss: 0.0311711 | val_loss: 0.0311883 | Time: 1459.86 ms
[2022-04-11 05:06:33 main:574] : INFO : Epoch 1851 | loss: 0.0311697 | val_loss: 0.0311873 | Time: 1528.44 ms
[2022-04-11 05:06:34 main:574] : INFO : Epoch 1852 | loss: 0.0311701 | val_loss: 0.0311888 | Time: 1366.6 ms
[2022-04-11 05:06:35 main:574] : INFO : Epoch 1853 | loss: 0.0311694 | val_loss: 0.0311864 | Time: 1466.71 ms
[2022-04-11 05:06:37 main:574] : INFO : Epoch 1854 | loss: 0.0311692 | val_loss: 0.0311893 | Time: 1351.59 ms
[2022-04-11 05:06:38 main:574] : INFO : Epoch 1855 | loss: 0.0311691 | val_loss: 0.0311889 | Time: 1470.47 ms
[2022-04-11 05:06:40 main:574] : INFO : Epoch 1856 | loss: 0.0311689 | val_loss: 0.0311932 | Time: 1469.31 ms
[2022-04-11 05:06:41 main:574] : INFO : Epoch 1857 | loss: 0.0311737 | val_loss: 0.0311896 | Time: 1439.98 ms
[2022-04-11 05:06:43 main:574] : INFO : Epoch 1858 | loss: 0.0311716 | val_loss: 0.0311889 | Time: 1486.01 ms
[2022-04-11 05:06:44 main:574] : INFO : Epoch 1859 | loss: 0.0311685 | val_loss: 0.0311893 | Time: 1419.02 ms
[2022-04-11 05:06:45 main:574] : INFO : Epoch 1860 | loss: 0.0311694 | val_loss: 0.0311917 | Time: 1349.89 ms
[2022-04-11 05:06:47 main:574] : INFO : Epoch 1861 | loss: 0.031168 | val_loss: 0.0311867 | Time: 1460.22 ms
[2022-04-11 05:06:48 main:574] : INFO : Epoch 1862 | loss: 0.0311682 | val_loss: 0.0311898 | Time: 1381.19 ms
[2022-04-11 05:06:50 main:574] : INFO : Epoch 1863 | loss: 0.0311677 | val_loss: 0.0311911 | Time: 1358.32 ms
[2022-04-11 05:06:51 main:574] : INFO : Epoch 1864 | loss: 0.0311675 | val_loss: 0.0311901 | Time: 1525.12 ms
[2022-04-11 05:06:53 main:574] : INFO : Epoch 1865 | loss: 0.0311686 | val_loss: 0.0311934 | Time: 1454.06 ms
[2022-04-11 05:06:54 main:574] : INFO : Epoch 1866 | loss: 0.0311682 | val_loss: 0.0311891 | Time: 1534.11 ms
[2022-04-11 05:06:56 main:574] : INFO : Epoch 1867 | loss: 0.0311675 | val_loss: 0.0311888 | Time: 1516.75 ms
[2022-04-11 05:06:57 main:574] : INFO : Epoch 1868 | loss: 0.031169 | val_loss: 0.0311898 | Time: 1427.99 ms
[2022-04-11 05:06:59 main:574] : INFO : Epoch 1869 | loss: 0.0311699 | val_loss: 0.0311895 | Time: 1479.31 ms
[2022-04-11 05:07:00 main:574] : INFO : Epoch 1870 | loss: 0.0311688 | val_loss: 0.0311922 | Time: 1502.81 ms
[2022-04-11 05:07:02 main:574] : INFO : Epoch 1871 | loss: 0.0311691 | val_loss: 0.0311894 | Time: 1472.97 ms
[2022-04-11 05:07:03 main:574] : INFO : Epoch 1872 | loss: 0.0311681 | val_loss: 0.0311879 | Time: 1476.01 ms
[2022-04-11 05:07:05 main:574] : INFO : Epoch 1873 | loss: 0.0311686 | val_loss: 0.0311908 | Time: 1385.09 ms
[2022-04-11 05:07:06 main:574] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.0311872 | Time: 1393.4 ms
[2022-04-11 05:07:07 main:574] : INFO : Epoch 1875 | loss: 0.0311698 | val_loss: 0.0311916 | Time: 1379.88 ms
[2022-04-11 05:07:09 main:574] : INFO : Epoch 1876 | loss: 0.0311687 | val_loss: 0.031189 | Time: 1496.32 ms
[2022-04-11 05:07:10 main:574] : INFO : Epoch 1877 | loss: 0.0311705 | val_loss: 0.0311927 | Time: 1510.89 ms
[2022-04-11 05:07:12 main:574] : INFO : Epoch 1878 | loss: 0.0311694 | val_loss: 0.0311938 | Time: 1445.2 ms
[2022-04-11 05:07:13 main:574] : INFO : Epoch 1879 | loss: 0.0311685 | val_loss: 0.0311891 | Time: 1498.59 ms
[2022-04-11 05:07:15 main:574] : INFO : Epoch 1880 | loss: 0.0311689 | val_loss: 0.0311962 | Time: 1441.68 ms
[2022-04-11 05:07:16 main:574] : INFO : Epoch 1881 | loss: 0.0311693 | val_loss: 0.031193 | Time: 1487.98 ms
[2022-04-11 05:07:18 main:574] : INFO : Epoch 1882 | loss: 0.0311678 | val_loss: 0.0311926 | Time: 1495.54 ms
[2022-04-11 05:07:19 main:574] : INFO : Epoch 1883 | loss: 0.0311678 | val_loss: 0.0311919 | Time: 1432.22 ms
[2022-04-11 05:07:21 main:574] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.0311937 | Time: 1529.21 ms
[2022-04-11 05:07:22 main:574] : INFO : Epoch 1885 | loss: 0.0311763 | val_loss: 0.0311899 | Time: 1357.51 ms
[2022-04-11 05:07:24 main:574] : INFO : Epoch 1886 | loss: 0.0311753 | val_loss: 0.0311952 | Time: 1465.14 ms
[2022-04-11 05:07:25 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 1473.07 ms
[2022-04-11 05:07:26 main:574] : INFO : Epoch 1888 | loss: 0.0311767 | val_loss: 0.0311916 | Time: 1342.81 ms
[2022-04-11 05:07:28 main:574] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0311898 | Time: 1474.8 ms
[2022-04-11 05:07:29 main:574] : INFO : Epoch 1890 | loss: 0.0311752 | val_loss: 0.031195 | Time: 1381.95 ms
[2022-04-11 05:07:31 main:574] : INFO : Epoch 1891 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 1366.34 ms
[2022-04-11 05:07:32 main:574] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311922 | Time: 1389.45 ms
[2022-04-11 05:07:34 main:574] : INFO : Epoch 1893 | loss: 0.0311744 | val_loss: 0.0311915 | Time: 1482.86 ms
[2022-04-11 05:07:35 main:574] : INFO : Epoch 1894 | loss: 0.0311759 | val_loss: 0.0311905 | Time: 1344.53 ms
[2022-04-11 05:07:36 main:574] : INFO : Epoch 1895 | loss: 0.0311755 | val_loss: 0.0311891 | Time: 1492.97 ms
[2022-04-11 05:07:38 main:574] : INFO : Epoch 1896 | loss: 0.0311744 | val_loss: 0.0311955 | Time: 1499.51 ms
[2022-04-11 05:07:39 main:574] : INFO : Epoch 1897 | loss: 0.0311768 | val_loss: 0.0311911 | Time: 1477.95 ms
[2022-04-11 05:07:41 main:574] : INFO : Epoch 1898 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 1462.49 ms
[2022-04-11 05:07:42 main:574] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311873 | Time: 1451.27 ms
[2022-04-11 05:07:44 main:574] : INFO : Epoch 1900 | loss: 0.0311709 | val_loss: 0.0311916 | Time: 1544.05 ms
[2022-04-11 05:07:45 main:574] : INFO : Epoch 1901 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 1396.89 ms
[2022-04-11 05:07:47 main:574] : INFO : Epoch 1902 | loss: 0.0311703 | val_loss: 0.0311898 | Time: 1476.67 ms
[2022-04-11 05:07:48 main:574] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.0312005 | Time: 1474.32 ms
[2022-04-11 05:07:50 main:574] : INFO : Epoch 1904 | loss: 0.0311737 | val_loss: 0.0311903 | Time: 1483.57 ms
[2022-04-11 05:07:51 main:574] : INFO : Epoch 1905 | loss: 0.0311712 | val_loss: 0.0311883 | Time: 1474.85 ms
[2022-04-11 05:07:53 main:574] : INFO : Epoch 1906 | loss: 0.0311701 | val_loss: 0.0311905 | Time: 1462.68 ms
[2022-04-11 05:07:54 main:574] : INFO : Epoch 1907 | loss: 0.0311695 | val_loss: 0.0311896 | Time: 1507.87 ms
[2022-04-11 05:07:56 main:574] : INFO : Epoch 1908 | loss: 0.0311697 | val_loss: 0.0311882 | Time: 1458.97 ms
[2022-04-11 05:07:57 main:574] : INFO : Epoch 1909 | loss: 0.0311696 | val_loss: 0.031188 | Time: 1479.78 ms
[2022-04-11 05:07:59 main:574] : INFO : Epoch 1910 | loss: 0.0311708 | val_loss: 0.0311888 | Time: 1372.17 ms
[2022-04-11 05:08:00 main:574] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.0311899 | Time: 1367.19 ms
[2022-04-11 05:08:02 main:574] : INFO : Epoch 1912 | loss: 0.0311699 | val_loss: 0.031188 | Time: 1534.58 ms
[2022-04-11 05:08:03 main:574] : INFO : Epoch 1913 | loss: 0.0311683 | val_loss: 0.0311909 | Time: 1485.46 ms
[2022-04-11 05:08:05 main:574] : INFO : Epoch 1914 | loss: 0.0311674 | val_loss: 0.0311894 | Time: 1498.14 ms
[2022-04-11 05:08:06 main:574] : INFO : Epoch 1915 | loss: 0.0311698 | val_loss: 0.0311884 | Time: 1499.38 ms
[2022-04-11 05:08:08 main:574] : INFO : Epoch 1916 | loss: 0.0311691 | val_loss: 0.0311869 | Time: 1496.71 ms
[2022-04-11 05:08:09 main:574] : INFO : Epoch 1917 | loss: 0.0311685 | val_loss: 0.0311921 | Time: 1378.47 ms
[2022-04-11 05:08:11 main:574] : INFO : Epoch 1918 | loss: 0.0311711 | val_loss: 0.0311877 | Time: 1459.54 ms
[2022-04-11 05:08:12 main:574] : INFO : Epoch 1919 | loss: 0.0311716 | val_loss: 0.0311879 | Time: 1392.95 ms
[2022-04-11 05:08:13 main:574] : INFO : Epoch 1920 | loss: 0.0311702 | val_loss: 0.0311873 | Time: 1375.83 ms
[2022-04-11 05:08:15 main:574] : INFO : Epoch 1921 | loss: 0.0311699 | val_loss: 0.0311909 | Time: 1393.24 ms
[2022-04-11 05:08:16 main:574] : INFO : Epoch 1922 | loss: 0.0311695 | val_loss: 0.0311853 | Time: 1494.31 ms
[2022-04-11 05:08:18 main:574] : INFO : Epoch 1923 | loss: 0.031168 | val_loss: 0.0311906 | Time: 1488.31 ms
[2022-04-11 05:08:19 main:574] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311879 | Time: 1488.64 ms
[2022-04-11 05:08:21 main:574] : INFO : Epoch 1925 | loss: 0.0311687 | val_loss: 0.0311887 | Time: 1496.25 ms
[2022-04-11 05:08:22 main:574] : INFO : Epoch 1926 | loss: 0.0311686 | val_loss: 0.0311947 | Time: 1340.8 ms
[2022-04-11 05:08:24 main:574] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.0311881 | Time: 1466.81 ms
[2022-04-11 05:08:25 main:574] : INFO : Epoch 1928 | loss: 0.0311705 | val_loss: 0.0311894 | Time: 1531.49 ms
[2022-04-11 05:08:27 main:574] : INFO : Epoch 1929 | loss: 0.031169 | val_loss: 0.0311909 | Time: 1400.93 ms
[2022-04-11 05:08:28 main:574] : INFO : Epoch 1930 | loss: 0.0311685 | val_loss: 0.0311903 | Time: 1559.85 ms
[2022-04-11 05:08:29 main:574] : INFO : Epoch 1931 | loss: 0.0311665 | val_loss: 0.03119 | Time: 1395.62 ms
[2022-04-11 05:08:31 main:574] : INFO : Epoch 1932 | loss: 0.0311675 | val_loss: 0.03119 | Time: 1447.8 ms
[2022-04-11 05:08:32 main:574] : INFO : Epoch 1933 | loss: 0.0311688 | val_loss: 0.0311889 | Time: 1410.79 ms
[2022-04-11 05:08:34 main:574] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311922 | Time: 1512.1 ms
[2022-04-11 05:08:35 main:574] : INFO : Epoch 1935 | loss: 0.0311721 | val_loss: 0.0311917 | Time: 1351.17 ms
[2022-04-11 05:08:37 main:574] : INFO : Epoch 1936 | loss: 0.0311717 | val_loss: 0.0311908 | Time: 1380.09 ms
[2022-04-11 05:08:38 main:574] : INFO : Epoch 1937 | loss: 0.0311681 | val_loss: 0.0311898 | Time: 1507.52 ms
[2022-04-11 05:08:40 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311925 | Time: 1361.88 ms
[2022-04-11 05:08:41 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311933 | Time: 1536.19 ms
[2022-04-11 05:08:43 main:574] : INFO : Epoch 1940 | loss: 0.0311727 | val_loss: 0.0311893 | Time: 1489.44 ms
[2022-04-11 05:08:44 main:574] : INFO : Epoch 1941 | loss: 0.0311719 | val_loss: 0.0311897 | Time: 1444.65 ms
[2022-04-11 05:08:46 main:574] : INFO : Epoch 1942 | loss: 0.0311721 | val_loss: 0.0311954 | Time: 1504.89 ms
[2022-04-11 05:08:47 main:574] : INFO : Epoch 1943 | loss: 0.0311718 | val_loss: 0.0311874 | Time: 1428.86 ms
[2022-04-11 05:08:48 main:574] : INFO : Epoch 1944 | loss: 0.0311731 | val_loss: 0.03119 | Time: 1374.41 ms
[2022-04-11 05:08:50 main:574] : INFO : Epoch 1945 | loss: 0.0311722 | val_loss: 0.0311894 | Time: 1474.49 ms
[2022-04-11 05:08:51 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.0311913 | Time: 1465.9 ms
[2022-04-11 05:08:53 main:574] : INFO : Epoch 1947 | loss: 0.0311745 | val_loss: 0.0311989 | Time: 1383.68 ms
[2022-04-11 05:08:54 main:574] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311873 | Time: 1464.16 ms
[2022-04-11 05:08:56 main:574] : INFO : Epoch 1949 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 1551.12 ms
[2022-04-11 05:08:57 main:574] : INFO : Epoch 1950 | loss: 0.031175 | val_loss: 0.0311925 | Time: 1559.64 ms
[2022-04-11 05:08:59 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 1508.01 ms
[2022-04-11 05:09:00 main:574] : INFO : Epoch 1952 | loss: 0.031174 | val_loss: 0.0311872 | Time: 1451.8 ms
[2022-04-11 05:09:02 main:574] : INFO : Epoch 1953 | loss: 0.0311723 | val_loss: 0.031186 | Time: 1509.16 ms
[2022-04-11 05:09:03 main:574] : INFO : Epoch 1954 | loss: 0.031175 | val_loss: 0.0311949 | Time: 1382.06 ms
[2022-04-11 05:09:05 main:574] : INFO : Epoch 1955 | loss: 0.0311741 | val_loss: 0.0311872 | Time: 1429.79 ms
[2022-04-11 05:09:06 main:574] : INFO : Epoch 1956 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 1442.7 ms
[2022-04-11 05:09:07 main:574] : INFO : Epoch 1957 | loss: 0.0311728 | val_loss: 0.0311861 | Time: 1343.13 ms
[2022-04-11 05:09:09 main:574] : INFO : Epoch 1958 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 1487.46 ms
[2022-04-11 05:09:10 main:574] : INFO : Epoch 1959 | loss: 0.0311714 | val_loss: 0.0311914 | Time: 1419.21 ms
[2022-04-11 05:09:12 main:574] : INFO : Epoch 1960 | loss: 0.0311702 | val_loss: 0.0311865 | Time: 1472.87 ms
[2022-04-11 05:09:13 main:574] : INFO : Epoch 1961 | loss: 0.0311711 | val_loss: 0.0311844 | Time: 1476.84 ms
[2022-04-11 05:09:15 main:574] : INFO : Epoch 1962 | loss: 0.0311714 | val_loss: 0.0311859 | Time: 1387.24 ms
[2022-04-11 05:09:16 main:574] : INFO : Epoch 1963 | loss: 0.0311705 | val_loss: 0.0311904 | Time: 1526.53 ms
[2022-04-11 05:09:18 main:574] : INFO : Epoch 1964 | loss: 0.0311734 | val_loss: 0.0311916 | Time: 1337.71 ms
[2022-04-11 05:09:19 main:574] : INFO : Epoch 1965 | loss: 0.0311768 | val_loss: 0.0311866 | Time: 1473.51 ms
[2022-04-11 05:09:21 main:574] : INFO : Epoch 1966 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 1465.73 ms
[2022-04-11 05:09:22 main:574] : INFO : Epoch 1967 | loss: 0.0311717 | val_loss: 0.0311909 | Time: 1523.61 ms
[2022-04-11 05:09:24 main:574] : INFO : Epoch 1968 | loss: 0.0311726 | val_loss: 0.0311874 | Time: 1457.53 ms
[2022-04-11 05:09:25 main:574] : INFO : Epoch 1969 | loss: 0.03117 | val_loss: 0.031197 | Time: 1495.8 ms
[2022-04-11 05:09:27 main:574] : INFO : Epoch 1970 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 1521.21 ms
[2022-04-11 05:09:28 main:574] : INFO : Epoch 1971 | loss: 0.0311721 | val_loss: 0.0311911 | Time: 1543.58 ms
[2022-04-11 05:09:30 main:574] : INFO : Epoch 1972 | loss: 0.0311726 | val_loss: 0.0311885 | Time: 1480.16 ms
[2022-04-11 05:09:31 main:574] : INFO : Epoch 1973 | loss: 0.0311723 | val_loss: 0.0311919 | Time: 1354.63 ms
[2022-04-11 05:09:33 main:574] : INFO : Epoch 1974 | loss: 0.031172 | val_loss: 0.0311917 | Time: 1435.95 ms
[2022-04-11 05:09:34 main:574] : INFO : Epoch 1975 | loss: 0.0311717 | val_loss: 0.0311899 | Time: 1371.59 ms
[2022-04-11 05:09:35 main:574] : INFO : Epoch 1976 | loss: 0.0311706 | val_loss: 0.0311914 | Time: 1378.16 ms
[2022-04-11 05:09:37 main:574] : INFO : Epoch 1977 | loss: 0.0311697 | val_loss: 0.0311885 | Time: 1371.11 ms
[2022-04-11 05:09:38 main:574] : INFO : Epoch 1978 | loss: 0.0311702 | val_loss: 0.0311904 | Time: 1498.84 ms
[2022-04-11 05:09:40 main:574] : INFO : Epoch 1979 | loss: 0.0311696 | val_loss: 0.031188 | Time: 1465.19 ms
[2022-04-11 05:09:41 main:574] : INFO : Epoch 1980 | loss: 0.0311688 | val_loss: 0.0311874 | Time: 1463.18 ms
[2022-04-11 05:09:43 main:574] : INFO : Epoch 1981 | loss: 0.0311693 | val_loss: 0.0311886 | Time: 1454.44 ms
[2022-04-11 05:09:44 main:574] : INFO : Epoch 1982 | loss: 0.0311691 | val_loss: 0.0311887 | Time: 1505.09 ms
[2022-04-11 05:09:46 main:574] : INFO : Epoch 1983 | loss: 0.0311686 | val_loss: 0.0311889 | Time: 1371.11 ms
[2022-04-11 05:09:47 main:574] : INFO : Epoch 1984 | loss: 0.0311682 | val_loss: 0.0311897 | Time: 1341.83 ms
[2022-04-11 05:09:48 main:574] : INFO : Epoch 1985 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 1439.43 ms
[2022-04-11 05:09:50 main:574] : INFO : Epoch 1986 | loss: 0.0311697 | val_loss: 0.0311891 | Time: 1473.08 ms
[2022-04-11 05:09:51 main:574] : INFO : Epoch 1987 | loss: 0.0311688 | val_loss: 0.0311925 | Time: 1426.56 ms
[2022-04-11 05:09:53 main:574] : INFO : Epoch 1988 | loss: 0.0311679 | val_loss: 0.0311897 | Time: 1435.79 ms
[2022-04-11 05:09:54 main:574] : INFO : Epoch 1989 | loss: 0.031168 | val_loss: 0.0311899 | Time: 1470.9 ms
[2022-04-11 05:09:56 main:574] : INFO : Epoch 1990 | loss: 0.0311674 | val_loss: 0.0311896 | Time: 1518.99 ms
[2022-04-11 05:09:57 main:574] : INFO : Epoch 1991 | loss: 0.0311672 | val_loss: 0.0311892 | Time: 1376.07 ms
[2022-04-11 05:09:59 main:574] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.0311916 | Time: 1497.76 ms
[2022-04-11 05:10:00 main:574] : INFO : Epoch 1993 | loss: 0.0311686 | val_loss: 0.0311858 | Time: 1330.06 ms
[2022-04-11 05:10:02 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311871 | Time: 1515.16 ms
[2022-04-11 05:10:03 main:574] : INFO : Epoch 1995 | loss: 0.0311691 | val_loss: 0.0311869 | Time: 1439.98 ms
[2022-04-11 05:10:04 main:574] : INFO : Epoch 1996 | loss: 0.0311701 | val_loss: 0.0311885 | Time: 1503.45 ms
[2022-04-11 05:10:06 main:574] : INFO : Epoch 1997 | loss: 0.031168 | val_loss: 0.0311902 | Time: 1404.95 ms
[2022-04-11 05:10:07 main:574] : INFO : Epoch 1998 | loss: 0.0311702 | val_loss: 0.0311908 | Time: 1345.02 ms
[2022-04-11 05:10:09 main:574] : INFO : Epoch 1999 | loss: 0.0311678 | val_loss: 0.0311909 | Time: 1343.02 ms
[2022-04-11 05:10:10 main:574] : INFO : Epoch 2000 | loss: 0.0311685 | val_loss: 0.0311898 | Time: 1386.37 ms
[2022-04-11 05:10:11 main:574] : INFO : Epoch 2001 | loss: 0.0311673 | val_loss: 0.0311909 | Time: 1357.75 ms
[2022-04-11 05:10:13 main:574] : INFO : Epoch 2002 | loss: 0.0311672 | val_loss: 0.0311897 | Time: 1385.6 ms
[2022-04-11 05:10:14 main:574] : INFO : Epoch 2003 | loss: 0.0311668 | val_loss: 0.0311873 | Time: 1501.56 ms
[2022-04-11 05:10:16 main:574] : INFO : Epoch 2004 | loss: 0.0311678 | val_loss: 0.0311902 | Time: 1429.59 ms
[2022-04-11 05:10:17 main:574] : INFO : Epoch 2005 | loss: 0.0311751 | val_loss: 0.0311987 | Time: 1452.65 ms
[2022-04-11 05:10:19 main:574] : INFO : Epoch 2006 | loss: 0.0311763 | val_loss: 0.0311916 | Time: 1486.59 ms
[2022-04-11 05:10:20 main:574] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311896 | Time: 1473.39 ms
[2022-04-11 05:10:22 main:574] : INFO : Epoch 2008 | loss: 0.0311719 | val_loss: 0.0311941 | Time: 1458.41 ms
[2022-04-11 05:10:23 main:574] : INFO : Epoch 2009 | loss: 0.0311703 | val_loss: 0.0311924 | Time: 1468.62 ms
[2022-04-11 05:10:25 main:574] : INFO : Epoch 2010 | loss: 0.0311704 | val_loss: 0.0311947 | Time: 1484.1 ms
[2022-04-11 05:10:26 main:574] : INFO : Epoch 2011 | loss: 0.0311696 | val_loss: 0.0311919 | Time: 1469.83 ms
[2022-04-11 05:10:28 main:574] : INFO : Epoch 2012 | loss: 0.0311707 | val_loss: 0.0311914 | Time: 1487.55 ms
[2022-04-11 05:10:29 main:574] : INFO : Epoch 2013 | loss: 0.0311701 | val_loss: 0.0311899 | Time: 1453.28 ms
[2022-04-11 05:10:31 main:574] : INFO : Epoch 2014 | loss: 0.0311695 | val_loss: 0.0311898 | Time: 1537.86 ms
[2022-04-11 05:10:32 main:574] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311921 | Time: 1441.87 ms
[2022-04-11 05:10:34 main:574] : INFO : Epoch 2016 | loss: 0.0311679 | val_loss: 0.0311892 | Time: 1508.54 ms
[2022-04-11 05:10:35 main:574] : INFO : Epoch 2017 | loss: 0.0311703 | val_loss: 0.0311944 | Time: 1483.42 ms
[2022-04-11 05:10:36 main:574] : INFO : Epoch 2018 | loss: 0.0311677 | val_loss: 0.0311948 | Time: 1419 ms
[2022-04-11 05:10:38 main:574] : INFO : Epoch 2019 | loss: 0.0311666 | val_loss: 0.0311933 | Time: 1336.37 ms
[2022-04-11 05:10:39 main:574] : INFO : Epoch 2020 | loss: 0.0311666 | val_loss: 0.0311909 | Time: 1480.62 ms
[2022-04-11 05:10:41 main:574] : INFO : Epoch 2021 | loss: 0.0311673 | val_loss: 0.0311914 | Time: 1373.25 ms
[2022-04-11 05:10:42 main:574] : INFO : Epoch 2022 | loss: 0.0311698 | val_loss: 0.0312 | Time: 1470.2 ms
[2022-04-11 05:10:44 main:574] : INFO : Epoch 2023 | loss: 0.0311703 | val_loss: 0.0311967 | Time: 1479.67 ms
[2022-04-11 05:10:45 main:574] : INFO : Epoch 2024 | loss: 0.0311676 | val_loss: 0.0311918 | Time: 1466.29 ms
[2022-04-11 05:10:47 main:574] : INFO : Epoch 2025 | loss: 0.0311674 | val_loss: 0.0311967 | Time: 1499.21 ms
[2022-04-11 05:10:48 main:574] : INFO : Epoch 2026 | loss: 0.031168 | val_loss: 0.0311961 | Time: 1510.78 ms
[2022-04-11 05:10:50 main:574] : INFO : Epoch 2027 | loss: 0.0311678 | val_loss: 0.0311955 | Time: 1507.64 ms
[2022-04-11 05:10:51 main:574] : INFO : Epoch 2028 | loss: 0.0311674 | val_loss: 0.0311959 | Time: 1412.45 ms
[2022-04-11 05:10:52 main:574] : INFO : Epoch 2029 | loss: 0.0311671 | val_loss: 0.0311912 | Time: 1385.72 ms
[2022-04-11 05:10:54 main:574] : INFO : Epoch 2030 | loss: 0.0311673 | val_loss: 0.0311932 | Time: 1488.57 ms
[2022-04-11 05:10:56 main:574] : INFO : Epoch 2031 | loss: 0.0311688 | val_loss: 0.0312006 | Time: 1519.26 ms
[2022-04-11 05:10:57 main:574] : INFO : Epoch 2032 | loss: 0.031168 | val_loss: 0.0311908 | Time: 1389.3 ms
[2022-04-11 05:10:58 main:574] : INFO : Epoch 2033 | loss: 0.0311673 | val_loss: 0.0311967 | Time: 1387.69 ms
[2022-04-11 05:11:00 main:574] : INFO : Epoch 2034 | loss: 0.031167 | val_loss: 0.0311923 | Time: 1368.23 ms
[2022-04-11 05:11:01 main:574] : INFO : Epoch 2035 | loss: 0.031166 | val_loss: 0.031193 | Time: 1408.75 ms
[2022-04-11 05:11:03 main:574] : INFO : Epoch 2036 | loss: 0.0311666 | val_loss: 0.0311925 | Time: 1439.93 ms
[2022-04-11 05:11:04 main:574] : INFO : Epoch 2037 | loss: 0.0311678 | val_loss: 0.0311921 | Time: 1400.73 ms
[2022-04-11 05:11:05 main:574] : INFO : Epoch 2038 | loss: 0.0311679 | val_loss: 0.0311917 | Time: 1402.7 ms
[2022-04-11 05:11:07 main:574] : INFO : Epoch 2039 | loss: 0.0311666 | val_loss: 0.0311947 | Time: 1467.48 ms
[2022-04-11 05:11:08 main:574] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311897 | Time: 1427.68 ms
[2022-04-11 05:11:10 main:574] : INFO : Epoch 2041 | loss: 0.0311718 | val_loss: 0.0311996 | Time: 1430.94 ms
[2022-04-11 05:11:11 main:574] : INFO : Epoch 2042 | loss: 0.0311694 | val_loss: 0.0311879 | Time: 1364.03 ms
[2022-04-11 05:11:12 main:574] : INFO : Epoch 2043 | loss: 0.0311673 | val_loss: 0.0311906 | Time: 1355.3 ms
[2022-04-11 05:11:14 main:574] : INFO : Epoch 2044 | loss: 0.0311682 | val_loss: 0.0311927 | Time: 1522.79 ms
[2022-04-11 05:11:15 main:574] : INFO : Epoch 2045 | loss: 0.0311709 | val_loss: 0.0311895 | Time: 1513.51 ms
[2022-04-11 05:11:17 main:574] : INFO : Epoch 2046 | loss: 0.0311708 | val_loss: 0.0311929 | Time: 1439.59 ms
[2022-04-11 05:11:18 main:574] : INFO : Epoch 2047 | loss: 0.0311705 | val_loss: 0.0311936 | Time: 1526.18 ms
[2022-04-11 05:11:20 main:574] : INFO : Epoch 2048 | loss: 0.0311692 | val_loss: 0.0311918 | Time: 1462.37 ms
[2022-04-11 05:11:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311918
[2022-04-11 05:11:20 main:603] : INFO : Saving end state to config to file
[2022-04-11 05:11:20 main:608] : INFO : Success, exiting..
05:11:20 (7392): 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)