Task 7607416
| Name | ParityModified-1631733441-23002-2_0 |
| Workunit | 5262337 |
| Created | 26 Sep 2021, 14:12:01 UTC |
| Sent | 6 Oct 2021, 5:09:33 UTC |
| Report deadline | 10 Oct 2021, 4:09:19 UTC |
| Received | 6 Oct 2021, 18:22:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 6 sec |
| CPU time | 50 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311835 | val_loss: 0.0311917 | Time: 1460.97 ms
[2021-10-06 13:09:13 main:581] : INFO : Epoch 1539 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 1462.79 ms
[2021-10-06 13:09:14 main:581] : INFO : Epoch 1540 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 1457.48 ms
[2021-10-06 13:09:15 main:581] : INFO : Epoch 1541 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 1489.9 ms
[2021-10-06 13:09:17 main:581] : INFO : Epoch 1542 | loss: 0.0311848 | val_loss: 0.0311982 | Time: 1467.84 ms
[2021-10-06 13:09:18 main:581] : INFO : Epoch 1543 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1467.16 ms
[2021-10-06 13:09:20 main:581] : INFO : Epoch 1544 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 1456.8 ms
[2021-10-06 13:09:21 main:581] : INFO : Epoch 1545 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 1462.53 ms
[2021-10-06 13:09:23 main:581] : INFO : Epoch 1546 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 1458.48 ms
[2021-10-06 13:09:24 main:581] : INFO : Epoch 1547 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1464.1 ms
[2021-10-06 13:09:26 main:581] : INFO : Epoch 1548 | loss: 0.0311863 | val_loss: 0.0311933 | Time: 1496.38 ms
[2021-10-06 13:09:27 main:581] : INFO : Epoch 1549 | loss: 0.0311857 | val_loss: 0.0311912 | Time: 1462.93 ms
[2021-10-06 13:09:29 main:581] : INFO : Epoch 1550 | loss: 0.0311834 | val_loss: 0.0311916 | Time: 1454.89 ms
[2021-10-06 13:09:30 main:581] : INFO : Epoch 1551 | loss: 0.0311847 | val_loss: 0.031193 | Time: 1434.96 ms
[2021-10-06 13:09:32 main:581] : INFO : Epoch 1552 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 1441.56 ms
[2021-10-06 13:09:33 main:581] : INFO : Epoch 1553 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 1466.71 ms
[2021-10-06 13:09:34 main:581] : INFO : Epoch 1554 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 1466.15 ms
[2021-10-06 13:09:36 main:581] : INFO : Epoch 1555 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 1466 ms
[2021-10-06 13:09:37 main:581] : INFO : Epoch 1556 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 1443.21 ms
[2021-10-06 13:09:39 main:581] : INFO : Epoch 1557 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 1456.8 ms
[2021-10-06 13:09:40 main:581] : INFO : Epoch 1558 | loss: 0.0311842 | val_loss: 0.0311907 | Time: 1448.02 ms
[2021-10-06 13:09:42 main:581] : INFO : Epoch 1559 | loss: 0.0311843 | val_loss: 0.0311907 | Time: 1453.69 ms
[2021-10-06 13:09:43 main:581] : INFO : Epoch 1560 | loss: 0.0311844 | val_loss: 0.0311932 | Time: 1464.67 ms
[2021-10-06 13:09:45 main:581] : INFO : Epoch 1561 | loss: 0.0311876 | val_loss: 0.0311908 | Time: 1457.06 ms
[2021-10-06 13:09:46 main:581] : INFO : Epoch 1562 | loss: 0.031186 | val_loss: 0.0311904 | Time: 1451.33 ms
[2021-10-06 13:09:48 main:581] : INFO : Epoch 1563 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1479.05 ms
[2021-10-06 13:09:49 main:581] : INFO : Epoch 1564 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 1452.68 ms
[2021-10-06 13:09:51 main:581] : INFO : Epoch 1565 | loss: 0.0311834 | val_loss: 0.0311921 | Time: 1455.38 ms
[2021-10-06 13:09:52 main:581] : INFO : Epoch 1566 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 1455.96 ms
[2021-10-06 13:09:53 main:581] : INFO : Epoch 1567 | loss: 0.0311839 | val_loss: 0.0311885 | Time: 1452.53 ms
[2021-10-06 13:09:55 main:581] : INFO : Epoch 1568 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1479.44 ms
[2021-10-06 13:09:56 main:581] : INFO : Epoch 1569 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1454.37 ms
[2021-10-06 13:09:58 main:581] : INFO : Epoch 1570 | loss: 0.0311825 | val_loss: 0.0311902 | Time: 1463.93 ms
[2021-10-06 13:09:59 main:581] : INFO : Epoch 1571 | loss: 0.0311829 | val_loss: 0.03119 | Time: 1442.35 ms
[2021-10-06 13:10:01 main:581] : INFO : Epoch 1572 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1467.69 ms
[2021-10-06 13:10:02 main:581] : INFO : Epoch 1573 | loss: 0.0311884 | val_loss: 0.031195 | Time: 1458.97 ms
[2021-10-06 13:10:04 main:581] : INFO : Epoch 1574 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 1453.57 ms
[2021-10-06 13:10:05 main:581] : INFO : Epoch 1575 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 1465.19 ms
[2021-10-06 13:10:07 main:581] : INFO : Epoch 1576 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 1464.56 ms
[2021-10-06 13:10:08 main:581] : INFO : Epoch 1577 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 1454.05 ms
[2021-10-06 13:10:09 main:581] : INFO : Epoch 1578 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 1454.96 ms
[2021-10-06 13:10:11 main:581] : INFO : Epoch 1579 | loss: 0.0311858 | val_loss: 0.0311914 | Time: 1457.29 ms
[2021-10-06 13:10:12 main:581] : INFO : Epoch 1580 | loss: 0.0311858 | val_loss: 0.0311911 | Time: 1458.8 ms
[2021-10-06 13:10:14 main:581] : INFO : Epoch 1581 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 1508.55 ms
[2021-10-06 13:10:15 main:581] : INFO : Epoch 1582 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 1445.96 ms
[2021-10-06 13:10:17 main:581] : INFO : Epoch 1583 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 1479.64 ms
[2021-10-06 13:10:18 main:581] : INFO : Epoch 1584 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 1500.21 ms
[2021-10-06 13:10:20 main:581] : INFO : Epoch 1585 | loss: 0.031194 | val_loss: 0.0311939 | Time: 1457.47 ms
[2021-10-06 13:10:21 main:581] : INFO : Epoch 1586 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 1474.52 ms
[2021-10-06 13:10:23 main:581] : INFO : Epoch 1587 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 1501.82 ms
[2021-10-06 13:10:24 main:581] : INFO : Epoch 1588 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 1461.95 ms
[2021-10-06 13:10:26 main:581] : INFO : Epoch 1589 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 1485.79 ms
[2021-10-06 13:10:27 main:581] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0311921 | Time: 1465.13 ms
[2021-10-06 13:10:29 main:581] : INFO : Epoch 1591 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 1485.21 ms
[2021-10-06 13:10:30 main:581] : INFO : Epoch 1592 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 1469.28 ms
[2021-10-06 13:10:32 main:581] : INFO : Epoch 1593 | loss: 0.0311867 | val_loss: 0.0311921 | Time: 1453.35 ms
[2021-10-06 13:10:33 main:581] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.0311913 | Time: 1476.23 ms
[2021-10-06 13:10:35 main:581] : INFO : Epoch 1595 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 1457.45 ms
[2021-10-06 13:10:36 main:581] : INFO : Epoch 1596 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 1456.7 ms
[2021-10-06 13:10:37 main:581] : INFO : Epoch 1597 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 1440.81 ms
[2021-10-06 13:10:39 main:581] : INFO : Epoch 1598 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 1449.48 ms
[2021-10-06 13:10:40 main:581] : INFO : Epoch 1599 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 1468.05 ms
[2021-10-06 13:10:42 main:581] : INFO : Epoch 1600 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 1482.31 ms
[2021-10-06 13:10:43 main:581] : INFO : Epoch 1601 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 1457.29 ms
[2021-10-06 13:10:45 main:581] : INFO : Epoch 1602 | loss: 0.0311858 | val_loss: 0.0311898 | Time: 1464.3 ms
[2021-10-06 13:10:46 main:581] : INFO : Epoch 1603 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 1476.61 ms
[2021-10-06 13:10:48 main:581] : INFO : Epoch 1604 | loss: 0.0311844 | val_loss: 0.03119 | Time: 1436.79 ms
[2021-10-06 13:10:49 main:581] : INFO : Epoch 1605 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 1493.34 ms
[2021-10-06 13:10:51 main:581] : INFO : Epoch 1606 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 1478 ms
[2021-10-06 13:10:52 main:581] : INFO : Epoch 1607 | loss: 0.0311837 | val_loss: 0.031188 | Time: 1470.15 ms
[2021-10-06 13:10:54 main:581] : INFO : Epoch 1608 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1431.8 ms
[2021-10-06 13:10:55 main:581] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 1491.24 ms
[2021-10-06 13:10:56 main:581] : INFO : Epoch 1610 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 1451.5 ms
[2021-10-06 13:10:58 main:581] : INFO : Epoch 1611 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 1550.04 ms
[2021-10-06 13:10:59 main:581] : INFO : Epoch 1612 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 1453.8 ms
[2021-10-06 13:11:01 main:581] : INFO : Epoch 1613 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 1453.88 ms
[2021-10-06 13:11:02 main:581] : INFO : Epoch 1614 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 1461.43 ms
[2021-10-06 13:11:04 main:581] : INFO : Epoch 1615 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 1473.24 ms
[2021-10-06 13:11:05 main:581] : INFO : Epoch 1616 | loss: 0.0311833 | val_loss: 0.031191 | Time: 1454.92 ms
[2021-10-06 13:11:07 main:581] : INFO : Epoch 1617 | loss: 0.0311853 | val_loss: 0.0311902 | Time: 1454.39 ms
[2021-10-06 13:11:08 main:581] : INFO : Epoch 1618 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 1459.81 ms
[2021-10-06 13:11:10 main:581] : INFO : Epoch 1619 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 1462.62 ms
[2021-10-06 13:11:11 main:581] : INFO : Epoch 1620 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 1458.93 ms
[2021-10-06 13:11:13 main:581] : INFO : Epoch 1621 | loss: 0.0311845 | val_loss: 0.0311881 | Time: 1466.24 ms
[2021-10-06 13:11:14 main:581] : INFO : Epoch 1622 | loss: 0.0311825 | val_loss: 0.03119 | Time: 1469.75 ms
[2021-10-06 13:11:16 main:581] : INFO : Epoch 1623 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1477.37 ms
[2021-10-06 13:11:17 main:581] : INFO : Epoch 1624 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 1440.77 ms
[2021-10-06 13:11:18 main:581] : INFO : Epoch 1625 | loss: 0.0311851 | val_loss: 0.0311895 | Time: 1473.84 ms
[2021-10-06 13:11:20 main:581] : INFO : Epoch 1626 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 1479.14 ms
[2021-10-06 13:11:21 main:581] : INFO : Epoch 1627 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 1454.66 ms
[2021-10-06 13:11:23 main:581] : INFO : Epoch 1628 | loss: 0.0311822 | val_loss: 0.0311892 | Time: 1504.96 ms
[2021-10-06 13:11:24 main:581] : INFO : Epoch 1629 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1469.67 ms
[2021-10-06 13:11:26 main:581] : INFO : Epoch 1630 | loss: 0.031182 | val_loss: 0.0311893 | Time: 1453.35 ms
[2021-10-06 13:11:27 main:581] : INFO : Epoch 1631 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 1469.8 ms
[2021-10-06 13:11:29 main:581] : INFO : Epoch 1632 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 1475.78 ms
[2021-10-06 13:11:30 main:581] : INFO : Epoch 1633 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1474.66 ms
[2021-10-06 13:11:32 main:581] : INFO : Epoch 1634 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 1412.17 ms
[2021-10-06 13:11:33 main:581] : INFO : Epoch 1635 | loss: 0.0311816 | val_loss: 0.0311888 | Time: 1461.43 ms
[2021-10-06 13:11:35 main:581] : INFO : Epoch 1636 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 1456.79 ms
[2021-10-06 13:11:36 main:581] : INFO : Epoch 1637 | loss: 0.0311815 | val_loss: 0.0311859 | Time: 1449.22 ms
[2021-10-06 13:11:37 main:581] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311887 | Time: 1444.3 ms
[2021-10-06 13:11:39 main:581] : INFO : Epoch 1639 | loss: 0.0311834 | val_loss: 0.0311883 | Time: 1458.64 ms
[2021-10-06 13:11:40 main:581] : INFO : Epoch 1640 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 1469.71 ms
[2021-10-06 13:11:42 main:581] : INFO : Epoch 1641 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 1466.1 ms
[2021-10-06 13:11:43 main:581] : INFO : Epoch 1642 | loss: 0.0311829 | val_loss: 0.0311875 | Time: 1489.83 ms
[2021-10-06 13:11:45 main:581] : INFO : Epoch 1643 | loss: 0.0311826 | val_loss: 0.0311901 | Time: 1448.42 ms
[2021-10-06 13:11:46 main:581] : INFO : Epoch 1644 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 1427.28 ms
[2021-10-06 13:11:48 main:581] : INFO : Epoch 1645 | loss: 0.0311802 | val_loss: 0.0311878 | Time: 1452.5 ms
[2021-10-06 13:11:49 main:581] : INFO : Epoch 1646 | loss: 0.0311829 | val_loss: 0.0311892 | Time: 1477.84 ms
[2021-10-06 13:11:51 main:581] : INFO : Epoch 1647 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 1481.67 ms
[2021-10-06 13:11:52 main:581] : INFO : Epoch 1648 | loss: 0.0311816 | val_loss: 0.0311952 | Time: 1459.72 ms
[2021-10-06 13:11:54 main:581] : INFO : Epoch 1649 | loss: 0.0311837 | val_loss: 0.031188 | Time: 1481.78 ms
[2021-10-06 13:11:55 main:581] : INFO : Epoch 1650 | loss: 0.0311806 | val_loss: 0.031187 | Time: 1458.93 ms
[2021-10-06 13:11:57 main:581] : INFO : Epoch 1651 | loss: 0.0311807 | val_loss: 0.0311884 | Time: 1448.61 ms
[2021-10-06 13:11:58 main:581] : INFO : Epoch 1652 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 1491.89 ms
[2021-10-06 13:11:59 main:581] : INFO : Epoch 1653 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 1470.94 ms
[2021-10-06 13:12:01 main:581] : INFO : Epoch 1654 | loss: 0.0311819 | val_loss: 0.0311906 | Time: 1465.3 ms
[2021-10-06 13:12:02 main:581] : INFO : Epoch 1655 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 1452.19 ms
[2021-10-06 13:12:04 main:581] : INFO : Epoch 1656 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 1483.03 ms
[2021-10-06 13:12:05 main:581] : INFO : Epoch 1657 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 1454.22 ms
[2021-10-06 13:12:07 main:581] : INFO : Epoch 1658 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 1464.5 ms
[2021-10-06 13:12:08 main:581] : INFO : Epoch 1659 | loss: 0.0311813 | val_loss: 0.0311892 | Time: 1467.54 ms
[2021-10-06 13:12:10 main:581] : INFO : Epoch 1660 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 1454.09 ms
[2021-10-06 13:12:11 main:581] : INFO : Epoch 1661 | loss: 0.0311849 | val_loss: 0.0311954 | Time: 1456.69 ms
[2021-10-06 13:12:13 main:581] : INFO : Epoch 1662 | loss: 0.0311855 | val_loss: 0.0311926 | Time: 1459.43 ms
[2021-10-06 13:12:14 main:581] : INFO : Epoch 1663 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1492.68 ms
[2021-10-06 13:12:16 main:581] : INFO : Epoch 1664 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1556.74 ms
[2021-10-06 13:12:17 main:581] : INFO : Epoch 1665 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1551.69 ms
[2021-10-06 13:12:19 main:581] : INFO : Epoch 1666 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 1502.21 ms
[2021-10-06 13:12:20 main:581] : INFO : Epoch 1667 | loss: 0.0311819 | val_loss: 0.0311918 | Time: 1467.94 ms
[2021-10-06 13:12:22 main:581] : INFO : Epoch 1668 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 1454.68 ms
[2021-10-06 13:12:23 main:581] : INFO : Epoch 1669 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 1466.29 ms
[2021-10-06 13:12:25 main:581] : INFO : Epoch 1670 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 1489.01 ms
[2021-10-06 13:12:26 main:581] : INFO : Epoch 1671 | loss: 0.0311811 | val_loss: 0.0311902 | Time: 1475.75 ms
[2021-10-06 13:12:28 main:581] : INFO : Epoch 1672 | loss: 0.0311824 | val_loss: 0.0311916 | Time: 1461.58 ms
[2021-10-06 13:12:29 main:581] : INFO : Epoch 1673 | loss: 0.0311818 | val_loss: 0.031192 | Time: 1466.77 ms
[2021-10-06 13:12:30 main:581] : INFO : Epoch 1674 | loss: 0.0311815 | val_loss: 0.0311943 | Time: 1448.82 ms
[2021-10-06 13:12:32 main:581] : INFO : Epoch 1675 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 1465.22 ms
[2021-10-06 13:12:33 main:581] : INFO : Epoch 1676 | loss: 0.0311815 | val_loss: 0.0311981 | Time: 1447.12 ms
[2021-10-06 13:12:35 main:581] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311959 | Time: 1481.45 ms
[2021-10-06 13:12:36 main:581] : INFO : Epoch 1678 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 1483.76 ms
[2021-10-06 13:12:38 main:581] : INFO : Epoch 1679 | loss: 0.0311828 | val_loss: 0.0311987 | Time: 1451.01 ms
[2021-10-06 13:12:39 main:581] : INFO : Epoch 1680 | loss: 0.0311824 | val_loss: 0.0312004 | Time: 1442.95 ms
[2021-10-06 13:12:41 main:581] : INFO : Epoch 1681 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 1454.22 ms
[2021-10-06 13:12:42 main:581] : INFO : Epoch 1682 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1438.56 ms
[2021-10-06 13:12:44 main:581] : INFO : Epoch 1683 | loss: 0.0311837 | val_loss: 0.0311899 | Time: 1434.04 ms
[2021-10-06 13:12:45 main:581] : INFO : Epoch 1684 | loss: 0.0311818 | val_loss: 0.031188 | Time: 1465.8 ms
[2021-10-06 13:12:46 main:581] : INFO : Epoch 1685 | loss: 0.0311811 | val_loss: 0.0311907 | Time: 1440.17 ms
[2021-10-06 13:12:48 main:581] : INFO : Epoch 1686 | loss: 0.0311807 | val_loss: 0.0311922 | Time: 1453.75 ms
[2021-10-06 13:12:49 main:581] : INFO : Epoch 1687 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 1469.63 ms
[2021-10-06 13:12:51 main:581] : INFO : Epoch 1688 | loss: 0.0311839 | val_loss: 0.0311885 | Time: 1443.2 ms
[2021-10-06 13:12:52 main:581] : INFO : Epoch 1689 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1465.31 ms
[2021-10-06 13:12:54 main:581] : INFO : Epoch 1690 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 1475.1 ms
[2021-10-06 13:12:55 main:581] : INFO : Epoch 1691 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1465.57 ms
[2021-10-06 13:12:57 main:581] : INFO : Epoch 1692 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 1461.95 ms
[2021-10-06 13:12:58 main:581] : INFO : Epoch 1693 | loss: 0.031183 | val_loss: 0.0311883 | Time: 1474.02 ms
[2021-10-06 13:13:00 main:581] : INFO : Epoch 1694 | loss: 0.0311857 | val_loss: 0.0311922 | Time: 1458.84 ms
[2021-10-06 13:13:01 main:581] : INFO : Epoch 1695 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 1466.46 ms
[2021-10-06 13:13:03 main:581] : INFO : Epoch 1696 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 1506.19 ms
[2021-10-06 13:13:04 main:581] : INFO : Epoch 1697 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 1542.51 ms
[2021-10-06 13:13:06 main:581] : INFO : Epoch 1698 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 1585.01 ms
[2021-10-06 13:13:07 main:581] : INFO : Epoch 1699 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 1444.86 ms
[2021-10-06 13:13:09 main:581] : INFO : Epoch 1700 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 1486.71 ms
[2021-10-06 13:13:10 main:581] : INFO : Epoch 1701 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 1457.09 ms
[2021-10-06 13:13:12 main:581] : INFO : Epoch 1702 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 1427.52 ms
[2021-10-06 13:13:13 main:581] : INFO : Epoch 1703 | loss: 0.0311933 | val_loss: 0.0311954 | Time: 1449.91 ms
[2021-10-06 13:13:14 main:581] : INFO : Epoch 1704 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 1443.9 ms
[2021-10-06 13:13:16 main:581] : INFO : Epoch 1705 | loss: 0.031194 | val_loss: 0.0311962 | Time: 1446.86 ms
[2021-10-06 13:13:17 main:581] : INFO : Epoch 1706 | loss: 0.0311958 | val_loss: 0.0311954 | Time: 1452.6 ms
[2021-10-06 13:13:19 main:581] : INFO : Epoch 1707 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 1535.16 ms
[2021-10-06 13:13:20 main:581] : INFO : Epoch 1708 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 1534.31 ms
[2021-10-06 13:13:22 main:581] : INFO : Epoch 1709 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 1509.99 ms
[2021-10-06 13:13:23 main:581] : INFO : Epoch 1710 | loss: 0.031193 | val_loss: 0.0311969 | Time: 1471.6 ms
[2021-10-06 13:13:25 main:581] : INFO : Epoch 1711 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 1484.19 ms
[2021-10-06 13:13:26 main:581] : INFO : Epoch 1712 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 1447.3 ms
[2021-10-06 13:13:28 main:581] : INFO : Epoch 1713 | loss: 0.0311912 | val_loss: 0.0311955 | Time: 1463.25 ms
[2021-10-06 13:13:29 main:581] : INFO : Epoch 1714 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 1471.39 ms
[2021-10-06 13:13:31 main:581] : INFO : Epoch 1715 | loss: 0.03119 | val_loss: 0.0311962 | Time: 1435.89 ms
[2021-10-06 13:13:32 main:581] : INFO : Epoch 1716 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 1439.66 ms
[2021-10-06 13:13:34 main:581] : INFO : Epoch 1717 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 1476.88 ms
[2021-10-06 13:13:35 main:581] : INFO : Epoch 1718 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 1464.48 ms
[2021-10-06 13:13:37 main:581] : INFO : Epoch 1719 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 1440.63 ms
[2021-10-06 13:13:38 main:581] : INFO : Epoch 1720 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 1454.5 ms
[2021-10-06 13:13:39 main:581] : INFO : Epoch 1721 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1428.45 ms
[2021-10-06 13:13:41 main:581] : INFO : Epoch 1722 | loss: 0.0311896 | val_loss: 0.0311939 | Time: 1447.7 ms
[2021-10-06 13:13:42 main:581] : INFO : Epoch 1723 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 1444.43 ms
[2021-10-06 13:13:44 main:581] : INFO : Epoch 1724 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 1455.04 ms
[2021-10-06 13:13:45 main:581] : INFO : Epoch 1725 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 1463.74 ms
[2021-10-06 13:13:47 main:581] : INFO : Epoch 1726 | loss: 0.0311881 | val_loss: 0.0311946 | Time: 1465.43 ms
[2021-10-06 13:13:48 main:581] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 1431.23 ms
[2021-10-06 13:13:50 main:581] : INFO : Epoch 1728 | loss: 0.0311878 | val_loss: 0.0311972 | Time: 1451.81 ms
[2021-10-06 13:13:51 main:581] : INFO : Epoch 1729 | loss: 0.0311902 | val_loss: 0.0312032 | Time: 1472.55 ms
[2021-10-06 13:13:52 main:581] : INFO : Epoch 1730 | loss: 0.031191 | val_loss: 0.0311922 | Time: 1443.38 ms
[2021-10-06 13:13:54 main:581] : INFO : Epoch 1731 | loss: 0.031187 | val_loss: 0.0311929 | Time: 1457.01 ms
[2021-10-06 13:13:55 main:581] : INFO : Epoch 1732 | loss: 0.0311894 | val_loss: 0.0311929 | Time: 1462.55 ms
[2021-10-06 13:13:57 main:581] : INFO : Epoch 1733 | loss: 0.0311897 | val_loss: 0.031195 | Time: 1422.77 ms
[2021-10-06 13:13:58 main:581] : INFO : Epoch 1734 | loss: 0.0311916 | val_loss: 0.0311952 | Time: 1451.87 ms
[2021-10-06 13:14:00 main:581] : INFO : Epoch 1735 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 1459.89 ms
[2021-10-06 13:14:01 main:581] : INFO : Epoch 1736 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 1456.43 ms
[2021-10-06 13:14:03 main:581] : INFO : Epoch 1737 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1460.57 ms
[2021-10-06 13:14:04 main:581] : INFO : Epoch 1738 | loss: 0.0311886 | val_loss: 0.031195 | Time: 1467.07 ms
[2021-10-06 13:14:06 main:581] : INFO : Epoch 1739 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 1456.83 ms
[2021-10-06 13:14:07 main:581] : INFO : Epoch 1740 | loss: 0.031188 | val_loss: 0.0311916 | Time: 1461.8 ms
[2021-10-06 13:14:09 main:581] : INFO : Epoch 1741 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 1475.11 ms
[2021-10-06 13:14:10 main:581] : INFO : Epoch 1742 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 1453.97 ms
[2021-10-06 13:14:11 main:581] : INFO : Epoch 1743 | loss: 0.0311904 | val_loss: 0.0311909 | Time: 1441.52 ms
[2021-10-06 13:14:13 main:581] : INFO : Epoch 1744 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 1425.1 ms
[2021-10-06 13:14:14 main:581] : INFO : Epoch 1745 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 1465.11 ms
[2021-10-06 13:14:16 main:581] : INFO : Epoch 1746 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 1436.99 ms
[2021-10-06 13:14:17 main:581] : INFO : Epoch 1747 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 1435.06 ms
[2021-10-06 13:14:19 main:581] : INFO : Epoch 1748 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1449.8 ms
[2021-10-06 13:14:20 main:581] : INFO : Epoch 1749 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 1437.86 ms
[2021-10-06 13:14:22 main:581] : INFO : Epoch 1750 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 1448.02 ms
[2021-10-06 13:14:23 main:581] : INFO : Epoch 1751 | loss: 0.0311872 | val_loss: 0.0311931 | Time: 1428.49 ms
[2021-10-06 13:14:24 main:581] : INFO : Epoch 1752 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 1463.32 ms
[2021-10-06 13:14:26 main:581] : INFO : Epoch 1753 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 1482.18 ms
[2021-10-06 13:14:27 main:581] : INFO : Epoch 1754 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 1483.94 ms
[2021-10-06 13:14:29 main:581] : INFO : Epoch 1755 | loss: 0.031185 | val_loss: 0.031194 | Time: 1517.53 ms
[2021-10-06 13:14:30 main:581] : INFO : Epoch 1756 | loss: 0.0311851 | val_loss: 0.0311936 | Time: 1460.39 ms
[2021-10-06 13:14:32 main:581] : INFO : Epoch 1757 | loss: 0.0311849 | val_loss: 0.0311928 | Time: 1461.26 ms
[2021-10-06 13:14:33 main:581] : INFO : Epoch 1758 | loss: 0.0311858 | val_loss: 0.0311918 | Time: 1441.76 ms
[2021-10-06 13:14:35 main:581] : INFO : Epoch 1759 | loss: 0.0311854 | val_loss: 0.0311926 | Time: 1443.29 ms
[2021-10-06 13:14:36 main:581] : INFO : Epoch 1760 | loss: 0.0311854 | val_loss: 0.0311906 | Time: 1478.22 ms
[2021-10-06 13:14:38 main:581] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1464.39 ms
[2021-10-06 13:14:39 main:581] : INFO : Epoch 1762 | loss: 0.0311881 | val_loss: 0.031191 | Time: 1475.71 ms
[2021-10-06 13:14:41 main:581] : INFO : Epoch 1763 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 1481.29 ms
[2021-10-06 13:14:42 main:581] : INFO : Epoch 1764 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 1437.25 ms
[2021-10-06 13:14:43 main:581] : INFO : Epoch 1765 | loss: 0.0311851 | val_loss: 0.0311925 | Time: 1440.61 ms
[2021-10-06 13:14:45 main:581] : INFO : Epoch 1766 | loss: 0.0311862 | val_loss: 0.0311921 | Time: 1455.16 ms
[2021-10-06 13:14:46 main:581] : INFO : Epoch 1767 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 1441.67 ms
[2021-10-06 13:14:48 main:581] : INFO : Epoch 1768 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1469.07 ms
[2021-10-06 13:14:49 main:581] : INFO : Epoch 1769 | loss: 0.0311852 | val_loss: 0.0311925 | Time: 1469.99 ms
[2021-10-06 13:14:51 main:581] : INFO : Epoch 1770 | loss: 0.0311849 | val_loss: 0.0311915 | Time: 1451.84 ms
[2021-10-06 13:14:52 main:581] : INFO : Epoch 1771 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 1449.6 ms
[2021-10-06 13:14:54 main:581] : INFO : Epoch 1772 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 1495.09 ms
[2021-10-06 13:14:55 main:581] : INFO : Epoch 1773 | loss: 0.0311859 | val_loss: 0.0311927 | Time: 1459.73 ms
[2021-10-06 13:14:57 main:581] : INFO : Epoch 1774 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 1447.04 ms
[2021-10-06 13:14:58 main:581] : INFO : Epoch 1775 | loss: 0.0311854 | val_loss: 0.0311912 | Time: 1457.97 ms
[2021-10-06 13:15:00 main:581] : INFO : Epoch 1776 | loss: 0.0311851 | val_loss: 0.031192 | Time: 1436.08 ms
[2021-10-06 13:15:01 main:581] : INFO : Epoch 1777 | loss: 0.0311842 | val_loss: 0.0311916 | Time: 1445.07 ms
[2021-10-06 13:15:02 main:581] : INFO : Epoch 1778 | loss: 0.0311838 | val_loss: 0.0311912 | Time: 1443.56 ms
[2021-10-06 13:15:04 main:581] : INFO : Epoch 1779 | loss: 0.0311842 | val_loss: 0.0311924 | Time: 1443.33 ms
[2021-10-06 13:15:05 main:581] : INFO : Epoch 1780 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 1469.21 ms
[2021-10-06 13:15:07 main:581] : INFO : Epoch 1781 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 1468.77 ms
[2021-10-06 13:15:08 main:581] : INFO : Epoch 1782 | loss: 0.031204 | val_loss: 0.0312298 | Time: 1452.33 ms
[2021-10-06 13:15:10 main:581] : INFO : Epoch 1783 | loss: 0.0338756 | val_loss: 0.036459 | Time: 1460.61 ms
[2021-10-06 13:15:11 main:581] : INFO : Epoch 1784 | loss: 0.046824 | val_loss: 0.0342718 | Time: 1454.39 ms
[2021-10-06 13:15:13 main:581] : INFO : Epoch 1785 | loss: 0.0332835 | val_loss: 0.031509 | Time: 1462.67 ms
[2021-10-06 13:15:14 main:581] : INFO : Epoch 1786 | loss: 0.031548 | val_loss: 0.0313979 | Time: 1469.79 ms
[2021-10-06 13:15:16 main:581] : INFO : Epoch 1787 | loss: 0.0312989 | val_loss: 0.0312738 | Time: 1433.06 ms
[2021-10-06 13:15:17 main:581] : INFO : Epoch 1788 | loss: 0.0312603 | val_loss: 0.031255 | Time: 1457.03 ms
[2021-10-06 13:15:18 main:581] : INFO : Epoch 1789 | loss: 0.0312536 | val_loss: 0.0312531 | Time: 1450.51 ms
[2021-10-06 13:15:20 main:581] : INFO : Epoch 1790 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 1478.88 ms
[2021-10-06 13:15:21 main:581] : INFO : Epoch 1791 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1478.63 ms
[2021-10-06 13:15:23 main:581] : INFO : Epoch 1792 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1458.38 ms
[2021-10-06 13:15:24 main:581] : INFO : Epoch 1793 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1463.5 ms
[2021-10-06 13:15:26 main:581] : INFO : Epoch 1794 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1447.03 ms
[2021-10-06 13:15:27 main:581] : INFO : Epoch 1795 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1475.75 ms
[2021-10-06 13:15:29 main:581] : INFO : Epoch 1796 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1448.04 ms
[2021-10-06 13:15:30 main:581] : INFO : Epoch 1797 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1448.99 ms
[2021-10-06 13:15:32 main:581] : INFO : Epoch 1798 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 1462.9 ms
[2021-10-06 13:15:33 main:581] : INFO : Epoch 1799 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 1450.92 ms
[2021-10-06 13:15:35 main:581] : INFO : Epoch 1800 | loss: 0.0312388 | val_loss: 0.0312389 | Time: 1460.38 ms
[2021-10-06 13:15:36 main:581] : INFO : Epoch 1801 | loss: 0.0312364 | val_loss: 0.0312359 | Time: 1462.65 ms
[2021-10-06 13:15:37 main:581] : INFO : Epoch 1802 | loss: 0.0312334 | val_loss: 0.0312326 | Time: 1448.34 ms
[2021-10-06 13:15:39 main:581] : INFO : Epoch 1803 | loss: 0.0312294 | val_loss: 0.0312294 | Time: 1460.16 ms
[2021-10-06 13:15:40 main:581] : INFO : Epoch 1804 | loss: 0.0312256 | val_loss: 0.0312248 | Time: 1444.55 ms
[2021-10-06 13:15:42 main:581] : INFO : Epoch 1805 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1468.26 ms
[2021-10-06 13:15:43 main:581] : INFO : Epoch 1806 | loss: 0.0312199 | val_loss: 0.0312198 | Time: 1432.6 ms
[2021-10-06 13:15:45 main:581] : INFO : Epoch 1807 | loss: 0.0312177 | val_loss: 0.0312167 | Time: 1436.78 ms
[2021-10-06 13:15:46 main:581] : INFO : Epoch 1808 | loss: 0.0312155 | val_loss: 0.0312155 | Time: 1450.24 ms
[2021-10-06 13:15:48 main:581] : INFO : Epoch 1809 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 1456.81 ms
[2021-10-06 13:15:49 main:581] : INFO : Epoch 1810 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 1456.54 ms
[2021-10-06 13:15:50 main:581] : INFO : Epoch 1811 | loss: 0.0312126 | val_loss: 0.0312122 | Time: 1462.21 ms
[2021-10-06 13:15:52 main:581] : INFO : Epoch 1812 | loss: 0.0312117 | val_loss: 0.031211 | Time: 1448.57 ms
[2021-10-06 13:15:53 main:581] : INFO : Epoch 1813 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 1478.81 ms
[2021-10-06 13:15:55 main:581] : INFO : Epoch 1814 | loss: 0.0312105 | val_loss: 0.0312102 | Time: 1450.76 ms
[2021-10-06 13:15:56 main:581] : INFO : Epoch 1815 | loss: 0.0312094 | val_loss: 0.0312091 | Time: 1453 ms
[2021-10-06 13:15:58 main:581] : INFO : Epoch 1816 | loss: 0.0312092 | val_loss: 0.0312101 | Time: 1497.71 ms
[2021-10-06 13:15:59 main:581] : INFO : Epoch 1817 | loss: 0.0312095 | val_loss: 0.0312078 | Time: 1438.21 ms
[2021-10-06 13:16:01 main:581] : INFO : Epoch 1818 | loss: 0.0312077 | val_loss: 0.0312066 | Time: 1457.71 ms
[2021-10-06 13:16:02 main:581] : INFO : Epoch 1819 | loss: 0.0312043 | val_loss: 0.0312027 | Time: 1468.64 ms
[2021-10-06 13:16:04 main:581] : INFO : Epoch 1820 | loss: 0.0312011 | val_loss: 0.0311993 | Time: 1459.63 ms
[2021-10-06 13:16:05 main:581] : INFO : Epoch 1821 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 1459.08 ms
[2021-10-06 13:16:07 main:581] : INFO : Epoch 1822 | loss: 0.0311965 | val_loss: 0.0311952 | Time: 1451.66 ms
[2021-10-06 13:16:08 main:581] : INFO : Epoch 1823 | loss: 0.031196 | val_loss: 0.0311942 | Time: 1436.77 ms
[2021-10-06 13:16:09 main:581] : INFO : Epoch 1824 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 1437.18 ms
[2021-10-06 13:16:11 main:581] : INFO : Epoch 1825 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 1471.52 ms
[2021-10-06 13:16:12 main:581] : INFO : Epoch 1826 | loss: 0.0311947 | val_loss: 0.0311936 | Time: 1478.51 ms
[2021-10-06 13:16:14 main:581] : INFO : Epoch 1827 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 1445.27 ms
[2021-10-06 13:16:15 main:581] : INFO : Epoch 1828 | loss: 0.031195 | val_loss: 0.0311931 | Time: 1462.27 ms
[2021-10-06 13:16:17 main:581] : INFO : Epoch 1829 | loss: 0.0311951 | val_loss: 0.0311949 | Time: 1434.13 ms
[2021-10-06 13:16:18 main:581] : INFO : Epoch 1830 | loss: 0.0311945 | val_loss: 0.031193 | Time: 1454.8 ms
[2021-10-06 13:16:20 main:581] : INFO : Epoch 1831 | loss: 0.031194 | val_loss: 0.0311937 | Time: 1433.54 ms
[2021-10-06 13:16:21 main:581] : INFO : Epoch 1832 | loss: 0.0311937 | val_loss: 0.0311929 | Time: 1436.59 ms
[2021-10-06 13:16:23 main:581] : INFO : Epoch 1833 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 1456.31 ms
[2021-10-06 13:16:24 main:581] : INFO : Epoch 1834 | loss: 0.031194 | val_loss: 0.0311957 | Time: 1443.38 ms
[2021-10-06 13:16:25 main:581] : INFO : Epoch 1835 | loss: 0.0311943 | val_loss: 0.031194 | Time: 1434.79 ms
[2021-10-06 13:16:27 main:581] : INFO : Epoch 1836 | loss: 0.031193 | val_loss: 0.0311931 | Time: 1444.94 ms
[2021-10-06 13:16:28 main:581] : INFO : Epoch 1837 | loss: 0.0311932 | val_loss: 0.0311938 | Time: 1447.69 ms
[2021-10-06 13:16:30 main:581] : INFO : Epoch 1838 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 1462.38 ms
[2021-10-06 13:16:31 main:581] : INFO : Epoch 1839 | loss: 0.0311922 | val_loss: 0.0311934 | Time: 1463.95 ms
[2021-10-06 13:16:33 main:581] : INFO : Epoch 1840 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 1444.94 ms
[2021-10-06 13:16:34 main:581] : INFO : Epoch 1841 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 1445.02 ms
[2021-10-06 13:16:36 main:581] : INFO : Epoch 1842 | loss: 0.0311921 | val_loss: 0.0311928 | Time: 1469.84 ms
[2021-10-06 13:16:37 main:581] : INFO : Epoch 1843 | loss: 0.031192 | val_loss: 0.031192 | Time: 1460.81 ms
[2021-10-06 13:16:38 main:581] : INFO : Epoch 1844 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 1449.21 ms
[2021-10-06 13:16:40 main:581] : INFO : Epoch 1845 | loss: 0.031197 | val_loss: 0.0311987 | Time: 1465.61 ms
[2021-10-06 13:16:41 main:581] : INFO : Epoch 1846 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 1455.7 ms
[2021-10-06 13:16:43 main:581] : INFO : Epoch 1847 | loss: 0.0311986 | val_loss: 0.031198 | Time: 1448.49 ms
[2021-10-06 13:16:44 main:581] : INFO : Epoch 1848 | loss: 0.0311968 | val_loss: 0.0311956 | Time: 1461.65 ms
[2021-10-06 13:16:46 main:581] : INFO : Epoch 1849 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 1462.15 ms
[2021-10-06 13:16:47 main:581] : INFO : Epoch 1850 | loss: 0.0311961 | val_loss: 0.0311944 | Time: 1458.19 ms
[2021-10-06 13:16:49 main:581] : INFO : Epoch 1851 | loss: 0.0311965 | val_loss: 0.0311955 | Time: 1475.93 ms
[2021-10-06 13:16:50 main:581] : INFO : Epoch 1852 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 1452.46 ms
[2021-10-06 13:16:52 main:581] : INFO : Epoch 1853 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 1440.64 ms
[2021-10-06 13:16:53 main:581] : INFO : Epoch 1854 | loss: 0.0312186 | val_loss: 0.0312162 | Time: 1456.72 ms
[2021-10-06 13:16:55 main:581] : INFO : Epoch 1855 | loss: 0.0312173 | val_loss: 0.0312125 | Time: 1458.48 ms
[2021-10-06 13:16:56 main:581] : INFO : Epoch 1856 | loss: 0.031214 | val_loss: 0.0312093 | Time: 1481.56 ms
[2021-10-06 13:16:57 main:581] : INFO : Epoch 1857 | loss: 0.0312118 | val_loss: 0.0312074 | Time: 1458.29 ms
[2021-10-06 13:16:59 main:581] : INFO : Epoch 1858 | loss: 0.0312095 | val_loss: 0.0312067 | Time: 1491.21 ms
[2021-10-06 13:17:00 main:581] : INFO : Epoch 1859 | loss: 0.0312073 | val_loss: 0.0312045 | Time: 1461.21 ms
[2021-10-06 13:17:02 main:581] : INFO : Epoch 1860 | loss: 0.0312054 | val_loss: 0.0312038 | Time: 1463.62 ms
[2021-10-06 13:17:03 main:581] : INFO : Epoch 1861 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 1461.43 ms
[2021-10-06 13:17:05 main:581] : INFO : Epoch 1862 | loss: 0.0312023 | val_loss: 0.0312017 | Time: 1441.31 ms
[2021-10-06 13:17:06 main:581] : INFO : Epoch 1863 | loss: 0.0312013 | val_loss: 0.0312002 | Time: 1445.9 ms
[2021-10-06 13:17:08 main:581] : INFO : Epoch 1864 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 1456.19 ms
[2021-10-06 13:17:09 main:581] : INFO : Epoch 1865 | loss: 0.0312012 | val_loss: 0.0312 | Time: 1453.74 ms
[2021-10-06 13:17:11 main:581] : INFO : Epoch 1866 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 1445.41 ms
[2021-10-06 13:17:12 main:581] : INFO : Epoch 1867 | loss: 0.0312014 | val_loss: 0.0312 | Time: 1450.35 ms
[2021-10-06 13:17:13 main:581] : INFO : Epoch 1868 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 1449.5 ms
[2021-10-06 13:17:15 main:581] : INFO : Epoch 1869 | loss: 0.0312003 | val_loss: 0.0312017 | Time: 1442.23 ms
[2021-10-06 13:17:16 main:581] : INFO : Epoch 1870 | loss: 0.0311998 | val_loss: 0.0312006 | Time: 1454.35 ms
[2021-10-06 13:17:18 main:581] : INFO : Epoch 1871 | loss: 0.0311995 | val_loss: 0.031199 | Time: 1432.82 ms
[2021-10-06 13:17:19 main:581] : INFO : Epoch 1872 | loss: 0.0311989 | val_loss: 0.0312004 | Time: 1482.59 ms
[2021-10-06 13:17:21 main:581] : INFO : Epoch 1873 | loss: 0.0311984 | val_loss: 0.0311992 | Time: 1481.14 ms
[2021-10-06 13:17:22 main:581] : INFO : Epoch 1874 | loss: 0.0311982 | val_loss: 0.0311996 | Time: 1447.93 ms
[2021-10-06 13:17:24 main:581] : INFO : Epoch 1875 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 1460.3 ms
[2021-10-06 13:17:25 main:581] : INFO : Epoch 1876 | loss: 0.0311978 | val_loss: 0.0311977 | Time: 1462.97 ms
[2021-10-06 13:17:27 main:581] : INFO : Epoch 1877 | loss: 0.0311973 | val_loss: 0.0311977 | Time: 1461.03 ms
[2021-10-06 13:17:28 main:581] : INFO : Epoch 1878 | loss: 0.031197 | val_loss: 0.0311973 | Time: 1444.75 ms
[2021-10-06 13:17:30 main:581] : INFO : Epoch 1879 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 1468.19 ms
[2021-10-06 13:17:31 main:581] : INFO : Epoch 1880 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 1464.09 ms
[2021-10-06 13:17:32 main:581] : INFO : Epoch 1881 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 1434.47 ms
[2021-10-06 13:17:34 main:581] : INFO : Epoch 1882 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 1464.71 ms
[2021-10-06 13:17:35 main:581] : INFO : Epoch 1883 | loss: 0.0311989 | val_loss: 0.0311995 | Time: 1445.73 ms
[2021-10-06 13:17:37 main:581] : INFO : Epoch 1884 | loss: 0.0311986 | val_loss: 0.0311986 | Time: 1459.82 ms
[2021-10-06 13:17:38 main:581] : INFO : Epoch 1885 | loss: 0.0311981 | val_loss: 0.0311984 | Time: 1440.72 ms
[2021-10-06 13:17:40 main:581] : INFO : Epoch 1886 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 1428.48 ms
[2021-10-06 13:17:41 main:581] : INFO : Epoch 1887 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1448.77 ms
[2021-10-06 13:17:43 main:581] : INFO : Epoch 1888 | loss: 0.0312037 | val_loss: 0.0312016 | Time: 1631.24 ms
[2021-10-06 13:17:44 main:581] : INFO : Epoch 1889 | loss: 0.0312021 | val_loss: 0.0312011 | Time: 1511.92 ms
[2021-10-06 13:17:46 main:581] : INFO : Epoch 1890 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 1439.96 ms
[2021-10-06 13:17:47 main:581] : INFO : Epoch 1891 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 1457.2 ms
[2021-10-06 13:17:49 main:581] : INFO : Epoch 1892 | loss: 0.0311995 | val_loss: 0.0312012 | Time: 1456.3 ms
[2021-10-06 13:17:50 main:581] : INFO : Epoch 1893 | loss: 0.0312005 | val_loss: 0.0312005 | Time: 1481.78 ms
[2021-10-06 13:17:52 main:581] : INFO : Epoch 1894 | loss: 0.0312014 | val_loss: 0.031199 | Time: 1481.27 ms
[2021-10-06 13:17:53 main:581] : INFO : Epoch 1895 | loss: 0.0311998 | val_loss: 0.0311998 | Time: 1447.74 ms
[2021-10-06 13:17:54 main:581] : INFO : Epoch 1896 | loss: 0.031199 | val_loss: 0.0311992 | Time: 1475.11 ms
[2021-10-06 13:17:56 main:581] : INFO : Epoch 1897 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 1446.83 ms
[2021-10-06 13:17:57 main:581] : INFO : Epoch 1898 | loss: 0.0311995 | val_loss: 0.0311992 | Time: 1451.28 ms
[2021-10-06 13:17:59 main:581] : INFO : Epoch 1899 | loss: 0.0311979 | val_loss: 0.0312 | Time: 1453.87 ms
[2021-10-06 13:18:00 main:581] : INFO : Epoch 1900 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 1473.68 ms
[2021-10-06 13:18:02 main:581] : INFO : Epoch 1901 | loss: 0.0311984 | val_loss: 0.0312014 | Time: 1442.71 ms
[2021-10-06 13:18:03 main:581] : INFO : Epoch 1902 | loss: 0.0311973 | val_loss: 0.031199 | Time: 1465.97 ms
[2021-10-06 13:18:05 main:581] : INFO : Epoch 1903 | loss: 0.0311982 | val_loss: 0.0311996 | Time: 1507.43 ms
[2021-10-06 13:18:06 main:581] : INFO : Epoch 1904 | loss: 0.0311976 | val_loss: 0.0311991 | Time: 1465.77 ms
[2021-10-06 13:18:08 main:581] : INFO : Epoch 1905 | loss: 0.0311965 | val_loss: 0.0312011 | Time: 1441.57 ms
[2021-10-06 13:18:09 main:581] : INFO : Epoch 1906 | loss: 0.0311988 | val_loss: 0.0312003 | Time: 1448.62 ms
[2021-10-06 13:18:11 main:581] : INFO : Epoch 1907 | loss: 0.0311971 | val_loss: 0.0311987 | Time: 1445.75 ms
[2021-10-06 13:18:12 main:581] : INFO : Epoch 1908 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 1434.19 ms
[2021-10-06 13:18:13 main:581] : INFO : Epoch 1909 | loss: 0.0311958 | val_loss: 0.031198 | Time: 1420.22 ms
[2021-10-06 13:18:15 main:581] : INFO : Epoch 1910 | loss: 0.0311959 | val_loss: 0.0311975 | Time: 1448.89 ms
[2021-10-06 13:18:16 main:581] : INFO : Epoch 1911 | loss: 0.0311961 | val_loss: 0.0312 | Time: 1431.77 ms
[2021-10-06 13:18:18 main:581] : INFO : Epoch 1912 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 1466.02 ms
[2021-10-06 13:18:19 main:581] : INFO : Epoch 1913 | loss: 0.0311965 | val_loss: 0.0311975 | Time: 1430.82 ms
[2021-10-06 13:18:21 main:581] : INFO : Epoch 1914 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 1433.32 ms
[2021-10-06 13:18:22 main:581] : INFO : Epoch 1915 | loss: 0.0311959 | val_loss: 0.0311979 | Time: 1436.94 ms
[2021-10-06 13:18:23 main:581] : INFO : Epoch 1916 | loss: 0.0311954 | val_loss: 0.031198 | Time: 1438.62 ms
[2021-10-06 13:18:25 main:581] : INFO : Epoch 1917 | loss: 0.0311957 | val_loss: 0.0311973 | Time: 1470.5 ms
[2021-10-06 13:18:26 main:581] : INFO : Epoch 1918 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 1447.64 ms
[2021-10-06 13:18:28 main:581] : INFO : Epoch 1919 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 1477.67 ms
[2021-10-06 13:18:29 main:581] : INFO : Epoch 1920 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 1463.06 ms
[2021-10-06 13:18:31 main:581] : INFO : Epoch 1921 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 1460.35 ms
[2021-10-06 13:18:32 main:581] : INFO : Epoch 1922 | loss: 0.0311955 | val_loss: 0.031199 | Time: 1492.16 ms
[2021-10-06 13:18:34 main:581] : INFO : Epoch 1923 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 1489.62 ms
[2021-10-06 13:18:35 main:581] : INFO : Epoch 1924 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 1472.06 ms
[2021-10-06 13:18:37 main:581] : INFO : Epoch 1925 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 1467.87 ms
[2021-10-06 13:18:38 main:581] : INFO : Epoch 1926 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 1468.02 ms
[2021-10-06 13:18:40 main:581] : INFO : Epoch 1927 | loss: 0.0311984 | val_loss: 0.0312013 | Time: 1441.45 ms
[2021-10-06 13:18:41 main:581] : INFO : Epoch 1928 | loss: 0.0311975 | val_loss: 0.031198 | Time: 1461.28 ms
[2021-10-06 13:18:43 main:581] : INFO : Epoch 1929 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 1467.7 ms
[2021-10-06 13:18:44 main:581] : INFO : Epoch 1930 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 1461.74 ms
[2021-10-06 13:18:45 main:581] : INFO : Epoch 1931 | loss: 0.0311957 | val_loss: 0.0311975 | Time: 1471.33 ms
[2021-10-06 13:18:47 main:581] : INFO : Epoch 1932 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 1483.15 ms
[2021-10-06 13:18:48 main:581] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 1423.38 ms
[2021-10-06 13:18:50 main:581] : INFO : Epoch 1934 | loss: 0.0311956 | val_loss: 0.0311974 | Time: 1495.63 ms
[2021-10-06 13:18:51 main:581] : INFO : Epoch 1935 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 1488.09 ms
[2021-10-06 13:18:53 main:581] : INFO : Epoch 1936 | loss: 0.0311953 | val_loss: 0.0311967 | Time: 1484.36 ms
[2021-10-06 13:18:54 main:581] : INFO : Epoch 1937 | loss: 0.031195 | val_loss: 0.0311971 | Time: 1500.65 ms
[2021-10-06 13:18:56 main:581] : INFO : Epoch 1938 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 1484.82 ms
[2021-10-06 13:18:57 main:581] : INFO : Epoch 1939 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 1448.52 ms
[2021-10-06 13:18:59 main:581] : INFO : Epoch 1940 | loss: 0.0311954 | val_loss: 0.0311981 | Time: 1448.25 ms
[2021-10-06 13:19:00 main:581] : INFO : Epoch 1941 | loss: 0.031195 | val_loss: 0.0311964 | Time: 1488.59 ms
[2021-10-06 13:19:02 main:581] : INFO : Epoch 1942 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 1469.95 ms
[2021-10-06 13:19:03 main:581] : INFO : Epoch 1943 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 1445.24 ms
[2021-10-06 13:19:05 main:581] : INFO : Epoch 1944 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 1473.4 ms
[2021-10-06 13:19:06 main:581] : INFO : Epoch 1945 | loss: 0.0311946 | val_loss: 0.0311963 | Time: 1443.99 ms
[2021-10-06 13:19:08 main:581] : INFO : Epoch 1946 | loss: 0.0311953 | val_loss: 0.0311981 | Time: 1450.55 ms
[2021-10-06 13:19:09 main:581] : INFO : Epoch 1947 | loss: 0.0311949 | val_loss: 0.0311966 | Time: 1438.83 ms
[2021-10-06 13:19:10 main:581] : INFO : Epoch 1948 | loss: 0.0311952 | val_loss: 0.0311974 | Time: 1454.38 ms
[2021-10-06 13:19:12 main:581] : INFO : Epoch 1949 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 1468.46 ms
[2021-10-06 13:19:13 main:581] : INFO : Epoch 1950 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1450.23 ms
[2021-10-06 13:19:15 main:581] : INFO : Epoch 1951 | loss: 0.0311949 | val_loss: 0.0311991 | Time: 1463.18 ms
[2021-10-06 13:19:16 main:581] : INFO : Epoch 1952 | loss: 0.0311949 | val_loss: 0.0311963 | Time: 1447.56 ms
[2021-10-06 13:19:18 main:581] : INFO : Epoch 1953 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1448.2 ms
[2021-10-06 13:19:19 main:581] : INFO : Epoch 1954 | loss: 0.031196 | val_loss: 0.0311953 | Time: 1455.92 ms
[2021-10-06 13:19:21 main:581] : INFO : Epoch 1955 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 1469.33 ms
[2021-10-06 13:19:22 main:581] : INFO : Epoch 1956 | loss: 0.0311953 | val_loss: 0.031195 | Time: 1473.05 ms
[2021-10-06 13:19:24 main:581] : INFO : Epoch 1957 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 1461.02 ms
[2021-10-06 13:19:25 main:581] : INFO : Epoch 1958 | loss: 0.031195 | val_loss: 0.0311954 | Time: 1454.87 ms
[2021-10-06 13:19:26 main:581] : INFO : Epoch 1959 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 1463.05 ms
[2021-10-06 13:19:28 main:581] : INFO : Epoch 1960 | loss: 0.0311936 | val_loss: 0.0311965 | Time: 1483.42 ms
[2021-10-06 13:19:29 main:581] : INFO : Epoch 1961 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 1455.62 ms
[2021-10-06 13:19:31 main:581] : INFO : Epoch 1962 | loss: 0.0311935 | val_loss: 0.0311953 | Time: 1456.64 ms
[2021-10-06 13:19:32 main:581] : INFO : Epoch 1963 | loss: 0.0311938 | val_loss: 0.031195 | Time: 1439.44 ms
[2021-10-06 13:19:34 main:581] : INFO : Epoch 1964 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 1455.72 ms
[2021-10-06 13:19:35 main:581] : INFO : Epoch 1965 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 1453.67 ms
[2021-10-06 13:19:37 main:581] : INFO : Epoch 1966 | loss: 0.0311931 | val_loss: 0.0311946 | Time: 1441.58 ms
[2021-10-06 13:19:38 main:581] : INFO : Epoch 1967 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 1439.14 ms
[2021-10-06 13:19:40 main:581] : INFO : Epoch 1968 | loss: 0.0311935 | val_loss: 0.0311949 | Time: 1458 ms
[2021-10-06 13:19:41 main:581] : INFO : Epoch 1969 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 1440.92 ms
[2021-10-06 13:19:42 main:581] : INFO : Epoch 1970 | loss: 0.031194 | val_loss: 0.0311948 | Time: 1440.86 ms
[2021-10-06 13:19:44 main:581] : INFO : Epoch 1971 | loss: 0.0311952 | val_loss: 0.0311951 | Time: 1448.52 ms
[2021-10-06 13:19:45 main:581] : INFO : Epoch 1972 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 1462.97 ms
[2021-10-06 13:19:47 main:581] : INFO : Epoch 1973 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 1469.75 ms
[2021-10-06 13:19:48 main:581] : INFO : Epoch 1974 | loss: 0.0311932 | val_loss: 0.031195 | Time: 1483.12 ms
[2021-10-06 13:19:50 main:581] : INFO : Epoch 1975 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 1534.07 ms
[2021-10-06 13:19:51 main:581] : INFO : Epoch 1976 | loss: 0.031193 | val_loss: 0.0311963 | Time: 1650.53 ms
[2021-10-06 13:19:53 main:581] : INFO : Epoch 1977 | loss: 0.0311928 | val_loss: 0.031195 | Time: 1653 ms
[2021-10-06 13:19:55 main:581] : INFO : Epoch 1978 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 1495.77 ms
[2021-10-06 13:19:56 main:581] : INFO : Epoch 1979 | loss: 0.0311928 | val_loss: 0.031194 | Time: 1468.86 ms
[2021-10-06 13:19:58 main:581] : INFO : Epoch 1980 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 1481.49 ms
[2021-10-06 13:19:59 main:581] : INFO : Epoch 1981 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 1452.72 ms
[2021-10-06 13:20:01 main:581] : INFO : Epoch 1982 | loss: 0.0311936 | val_loss: 0.0311941 | Time: 1474.09 ms
[2021-10-06 13:20:02 main:581] : INFO : Epoch 1983 | loss: 0.0311932 | val_loss: 0.0311952 | Time: 1486.18 ms
[2021-10-06 13:20:03 main:581] : INFO : Epoch 1984 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 1469.59 ms
[2021-10-06 13:20:05 main:581] : INFO : Epoch 1985 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 1467.27 ms
[2021-10-06 13:20:06 main:581] : INFO : Epoch 1986 | loss: 0.0311933 | val_loss: 0.031194 | Time: 1453.16 ms
[2021-10-06 13:20:08 main:581] : INFO : Epoch 1987 | loss: 0.031192 | val_loss: 0.0311934 | Time: 1447.48 ms
[2021-10-06 13:20:09 main:581] : INFO : Epoch 1988 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 1435.41 ms
[2021-10-06 13:20:11 main:581] : INFO : Epoch 1989 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 1452.03 ms
[2021-10-06 13:20:12 main:581] : INFO : Epoch 1990 | loss: 0.0311934 | val_loss: 0.031195 | Time: 1450.47 ms
[2021-10-06 13:20:14 main:581] : INFO : Epoch 1991 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 1475.72 ms
[2021-10-06 13:20:15 main:581] : INFO : Epoch 1992 | loss: 0.0311936 | val_loss: 0.031197 | Time: 1456.12 ms
[2021-10-06 13:20:17 main:581] : INFO : Epoch 1993 | loss: 0.0311923 | val_loss: 0.031194 | Time: 1451.29 ms
[2021-10-06 13:20:18 main:581] : INFO : Epoch 1994 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 1463.15 ms
[2021-10-06 13:20:20 main:581] : INFO : Epoch 1995 | loss: 0.031191 | val_loss: 0.0311938 | Time: 1485.45 ms
[2021-10-06 13:20:21 main:581] : INFO : Epoch 1996 | loss: 0.0311926 | val_loss: 0.0312059 | Time: 1451.44 ms
[2021-10-06 13:20:22 main:581] : INFO : Epoch 1997 | loss: 0.0311964 | val_loss: 0.0311942 | Time: 1481.83 ms
[2021-10-06 13:20:24 main:581] : INFO : Epoch 1998 | loss: 0.0311915 | val_loss: 0.0311936 | Time: 1457.92 ms
[2021-10-06 13:20:25 main:581] : INFO : Epoch 1999 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 1453.44 ms
[2021-10-06 13:20:27 main:581] : INFO : Epoch 2000 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 1457.84 ms
[2021-10-06 13:20:28 main:581] : INFO : Epoch 2001 | loss: 0.0311918 | val_loss: 0.0311932 | Time: 1463.28 ms
[2021-10-06 13:20:30 main:581] : INFO : Epoch 2002 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 1455.16 ms
[2021-10-06 13:20:31 main:581] : INFO : Epoch 2003 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 1456.67 ms
[2021-10-06 13:20:33 main:581] : INFO : Epoch 2004 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 1468.16 ms
[2021-10-06 13:20:34 main:581] : INFO : Epoch 2005 | loss: 0.0311915 | val_loss: 0.0311933 | Time: 1456.53 ms
[2021-10-06 13:20:36 main:581] : INFO : Epoch 2006 | loss: 0.0311919 | val_loss: 0.031194 | Time: 1463.21 ms
[2021-10-06 13:20:37 main:581] : INFO : Epoch 2007 | loss: 0.0311921 | val_loss: 0.0311948 | Time: 1480.74 ms
[2021-10-06 13:20:38 main:581] : INFO : Epoch 2008 | loss: 0.0311926 | val_loss: 0.0311983 | Time: 1432.34 ms
[2021-10-06 13:20:40 main:581] : INFO : Epoch 2009 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1430.31 ms
[2021-10-06 13:20:41 main:581] : INFO : Epoch 2010 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 1429.4 ms
[2021-10-06 13:20:43 main:581] : INFO : Epoch 2011 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 1438.34 ms
[2021-10-06 13:20:44 main:581] : INFO : Epoch 2012 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 1442.43 ms
[2021-10-06 13:20:46 main:581] : INFO : Epoch 2013 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1446.18 ms
[2021-10-06 13:20:47 main:581] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 1456.66 ms
[2021-10-06 13:20:49 main:581] : INFO : Epoch 2015 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 1450.28 ms
[2021-10-06 13:20:50 main:581] : INFO : Epoch 2016 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 1448.84 ms
[2021-10-06 13:20:51 main:581] : INFO : Epoch 2017 | loss: 0.0311917 | val_loss: 0.0311956 | Time: 1452.29 ms
[2021-10-06 13:20:53 main:581] : INFO : Epoch 2018 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 1483.03 ms
[2021-10-06 13:20:54 main:581] : INFO : Epoch 2019 | loss: 0.0311912 | val_loss: 0.031193 | Time: 1455.94 ms
[2021-10-06 13:20:56 main:581] : INFO : Epoch 2020 | loss: 0.0311914 | val_loss: 0.0311943 | Time: 1453.41 ms
[2021-10-06 13:20:57 main:581] : INFO : Epoch 2021 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1450.2 ms
[2021-10-06 13:20:59 main:581] : INFO : Epoch 2022 | loss: 0.031193 | val_loss: 0.031194 | Time: 1456.23 ms
[2021-10-06 13:21:00 main:581] : INFO : Epoch 2023 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 1465.99 ms
[2021-10-06 13:21:02 main:581] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 1468.6 ms
[2021-10-06 13:21:03 main:581] : INFO : Epoch 2025 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 1462.61 ms
[2021-10-06 13:21:05 main:581] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 1461.54 ms
[2021-10-06 13:21:06 main:581] : INFO : Epoch 2027 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 1447.95 ms
[2021-10-06 13:21:08 main:581] : INFO : Epoch 2028 | loss: 0.0311916 | val_loss: 0.0312018 | Time: 1447.58 ms
[2021-10-06 13:21:09 main:581] : INFO : Epoch 2029 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 1467.36 ms
[2021-10-06 13:21:10 main:581] : INFO : Epoch 2030 | loss: 0.0311932 | val_loss: 0.0311947 | Time: 1434.25 ms
[2021-10-06 13:21:12 main:581] : INFO : Epoch 2031 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 1431.57 ms
[2021-10-06 13:21:13 main:581] : INFO : Epoch 2032 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 1422.83 ms
[2021-10-06 13:21:15 main:581] : INFO : Epoch 2033 | loss: 0.0311911 | val_loss: 0.0311931 | Time: 1426.59 ms
[2021-10-06 13:21:16 main:581] : INFO : Epoch 2034 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 1444.91 ms
[2021-10-06 13:21:18 main:581] : INFO : Epoch 2035 | loss: 0.0311937 | val_loss: 0.0311945 | Time: 1446.79 ms
[2021-10-06 13:21:19 main:581] : INFO : Epoch 2036 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 1438.21 ms
[2021-10-06 13:21:21 main:581] : INFO : Epoch 2037 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1440.71 ms
[2021-10-06 13:21:22 main:581] : INFO : Epoch 2038 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1468.61 ms
[2021-10-06 13:21:23 main:581] : INFO : Epoch 2039 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1469.49 ms
[2021-10-06 13:21:25 main:581] : INFO : Epoch 2040 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 1483.72 ms
[2021-10-06 13:21:26 main:581] : INFO : Epoch 2041 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 1467.49 ms
[2021-10-06 13:21:28 main:581] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0311941 | Time: 1464.67 ms
[2021-10-06 13:21:29 main:581] : INFO : Epoch 2043 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 1443.69 ms
[2021-10-06 13:21:31 main:581] : INFO : Epoch 2044 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 1446.66 ms
[2021-10-06 13:21:32 main:581] : INFO : Epoch 2045 | loss: 0.031191 | val_loss: 0.0311938 | Time: 1454.63 ms
[2021-10-06 13:21:34 main:581] : INFO : Epoch 2046 | loss: 0.0311909 | val_loss: 0.0311982 | Time: 1463.39 ms
[2021-10-06 13:21:35 main:581] : INFO : Epoch 2047 | loss: 0.0311935 | val_loss: 0.031194 | Time: 1455.03 ms
[2021-10-06 13:21:37 main:581] : INFO : Epoch 2048 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 1470.05 ms
[2021-10-06 13:21:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311951
[2021-10-06 13:21:37 main:610] : INFO : Saving end state to config to file
[2021-10-06 13:21:37 main:615] : INFO : Success, exiting..
13:21:37 (3377253): 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)