Task 7794426
| Name | ParityModified-1631726096-9863-2_1 |
| Workunit | 5198769 |
| Created | 3 Oct 2021, 22:16:26 UTC |
| Sent | 3 Oct 2021, 23:15:02 UTC |
| Report deadline | 10 Oct 2021, 23:15:02 UTC |
| Received | 5 Oct 2021, 3:02:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 53 min 18 sec |
| CPU time | 53 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 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 | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> loss: 0.031184 | val_loss: 0.0311912 | Time: 1429.74 ms [2021-10-05 04:49:07 main:581] : INFO : Epoch 1539 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 1430.14 ms [2021-10-05 04:49:08 main:581] : INFO : Epoch 1540 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 1464.46 ms [2021-10-05 04:49:10 main:581] : INFO : Epoch 1541 | loss: 0.0311833 | val_loss: 0.03119 | Time: 1453.11 ms [2021-10-05 04:49:11 main:581] : INFO : Epoch 1542 | loss: 0.0311819 | val_loss: 0.0311946 | Time: 1447.26 ms [2021-10-05 04:49:13 main:581] : INFO : Epoch 1543 | loss: 0.0311833 | val_loss: 0.0311925 | Time: 1411.61 ms [2021-10-05 04:49:14 main:581] : INFO : Epoch 1544 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 1413.77 ms [2021-10-05 04:49:15 main:581] : INFO : Epoch 1545 | loss: 0.0311836 | val_loss: 0.0311897 | Time: 1461.67 ms [2021-10-05 04:49:17 main:581] : INFO : Epoch 1546 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 1429.14 ms [2021-10-05 04:49:18 main:581] : INFO : Epoch 1547 | loss: 0.0311819 | val_loss: 0.0311893 | Time: 1425.28 ms [2021-10-05 04:49:20 main:581] : INFO : Epoch 1548 | loss: 0.0311834 | val_loss: 0.0311904 | Time: 1442.38 ms [2021-10-05 04:49:21 main:581] : INFO : Epoch 1549 | loss: 0.0311847 | val_loss: 0.0311958 | Time: 1454.57 ms [2021-10-05 04:49:23 main:581] : INFO : Epoch 1550 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1431.14 ms [2021-10-05 04:49:24 main:581] : INFO : Epoch 1551 | loss: 0.0311832 | val_loss: 0.0311923 | Time: 1424.69 ms [2021-10-05 04:49:25 main:581] : INFO : Epoch 1552 | loss: 0.031184 | val_loss: 0.0311896 | Time: 1407.79 ms [2021-10-05 04:49:27 main:581] : INFO : Epoch 1553 | loss: 0.0311856 | val_loss: 0.0312058 | Time: 1475.22 ms [2021-10-05 04:49:28 main:581] : INFO : Epoch 1554 | loss: 0.0311882 | val_loss: 0.0311962 | Time: 1474.4 ms [2021-10-05 04:49:30 main:581] : INFO : Epoch 1555 | loss: 0.0311859 | val_loss: 0.0311901 | Time: 1468.79 ms [2021-10-05 04:49:31 main:581] : INFO : Epoch 1556 | loss: 0.0311826 | val_loss: 0.0311926 | Time: 1423.25 ms [2021-10-05 04:49:33 main:581] : INFO : Epoch 1557 | loss: 0.031182 | val_loss: 0.0311912 | Time: 1424.37 ms [2021-10-05 04:49:34 main:581] : INFO : Epoch 1558 | loss: 0.0311816 | val_loss: 0.0311929 | Time: 1488.19 ms [2021-10-05 04:49:36 main:581] : INFO : Epoch 1559 | loss: 0.0311849 | val_loss: 0.0311963 | Time: 1487.72 ms [2021-10-05 04:49:37 main:581] : INFO : Epoch 1560 | loss: 0.0311815 | val_loss: 0.0311904 | Time: 1473.63 ms [2021-10-05 04:49:39 main:581] : INFO : Epoch 1561 | loss: 0.0311807 | val_loss: 0.0311911 | Time: 1426.67 ms [2021-10-05 04:49:40 main:581] : INFO : Epoch 1562 | loss: 0.0311819 | val_loss: 0.031192 | Time: 1529.96 ms [2021-10-05 04:49:42 main:581] : INFO : Epoch 1563 | loss: 0.0311826 | val_loss: 0.031191 | Time: 1419.8 ms [2021-10-05 04:49:43 main:581] : INFO : Epoch 1564 | loss: 0.0311877 | val_loss: 0.0312055 | Time: 1442.74 ms [2021-10-05 04:49:44 main:581] : INFO : Epoch 1565 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 1425.71 ms [2021-10-05 04:49:46 main:581] : INFO : Epoch 1566 | loss: 0.0311826 | val_loss: 0.0311924 | Time: 1425.89 ms [2021-10-05 04:49:47 main:581] : INFO : Epoch 1567 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 1490.84 ms [2021-10-05 04:49:49 main:581] : INFO : Epoch 1568 | loss: 0.0311811 | val_loss: 0.0311902 | Time: 1429.67 ms [2021-10-05 04:49:50 main:581] : INFO : Epoch 1569 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 1429.55 ms [2021-10-05 04:49:52 main:581] : INFO : Epoch 1570 | loss: 0.031182 | val_loss: 0.0311906 | Time: 1421.14 ms [2021-10-05 04:49:53 main:581] : INFO : Epoch 1571 | loss: 0.0311813 | val_loss: 0.0311914 | Time: 1405.44 ms [2021-10-05 04:49:55 main:581] : INFO : Epoch 1572 | loss: 0.0311818 | val_loss: 0.031193 | Time: 1485.35 ms [2021-10-05 04:49:56 main:581] : INFO : Epoch 1573 | loss: 0.0311818 | val_loss: 0.031194 | Time: 1487.25 ms [2021-10-05 04:49:58 main:581] : INFO : Epoch 1574 | loss: 0.0311821 | val_loss: 0.0311954 | Time: 1513.4 ms [2021-10-05 04:49:59 main:581] : INFO : Epoch 1575 | loss: 0.0311819 | val_loss: 0.03119 | Time: 1424.16 ms [2021-10-05 04:50:00 main:581] : INFO : Epoch 1576 | loss: 0.0311863 | val_loss: 0.0311976 | Time: 1467.76 ms [2021-10-05 04:50:02 main:581] : INFO : Epoch 1577 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 1428.91 ms [2021-10-05 04:50:03 main:581] : INFO : Epoch 1578 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 1450.34 ms [2021-10-05 04:50:05 main:581] : INFO : Epoch 1579 | loss: 0.0311823 | val_loss: 0.0311939 | Time: 1429.26 ms [2021-10-05 04:50:06 main:581] : INFO : Epoch 1580 | loss: 0.0311819 | val_loss: 0.0311909 | Time: 1478.06 ms [2021-10-05 04:50:08 main:581] : INFO : Epoch 1581 | loss: 0.0311812 | val_loss: 0.031191 | Time: 1509.56 ms [2021-10-05 04:50:09 main:581] : INFO : Epoch 1582 | loss: 0.0311816 | val_loss: 0.0311921 | Time: 1412.11 ms [2021-10-05 04:50:11 main:581] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.031193 | Time: 1457.04 ms [2021-10-05 04:50:12 main:581] : INFO : Epoch 1584 | loss: 0.0311837 | val_loss: 0.0311916 | Time: 1413.99 ms [2021-10-05 04:50:13 main:581] : INFO : Epoch 1585 | loss: 0.0311818 | val_loss: 0.0311945 | Time: 1489.46 ms [2021-10-05 04:50:15 main:581] : INFO : Epoch 1586 | loss: 0.0311833 | val_loss: 0.0311941 | Time: 1427.22 ms [2021-10-05 04:50:16 main:581] : INFO : Epoch 1587 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 1423.55 ms [2021-10-05 04:50:18 main:581] : INFO : Epoch 1588 | loss: 0.0311874 | val_loss: 0.0311942 | Time: 1419.35 ms [2021-10-05 04:50:19 main:581] : INFO : Epoch 1589 | loss: 0.0311838 | val_loss: 0.0311909 | Time: 1414.72 ms [2021-10-05 04:50:21 main:581] : INFO : Epoch 1590 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 1433.21 ms [2021-10-05 04:50:22 main:581] : INFO : Epoch 1591 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 1540.94 ms [2021-10-05 04:50:24 main:581] : INFO : Epoch 1592 | loss: 0.0311814 | val_loss: 0.0311911 | Time: 1474.84 ms [2021-10-05 04:50:25 main:581] : INFO : Epoch 1593 | loss: 0.0311822 | val_loss: 0.0311928 | Time: 1425.25 ms [2021-10-05 04:50:27 main:581] : INFO : Epoch 1594 | loss: 0.0311833 | val_loss: 0.031195 | Time: 1481.89 ms [2021-10-05 04:50:28 main:581] : INFO : Epoch 1595 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 1432.88 ms [2021-10-05 04:50:30 main:581] : INFO : Epoch 1596 | loss: 0.0311824 | val_loss: 0.0311909 | Time: 1574.07 ms [2021-10-05 04:50:31 main:581] : INFO : Epoch 1597 | loss: 0.0311816 | val_loss: 0.0311916 | Time: 1488.86 ms [2021-10-05 04:50:33 main:581] : INFO : Epoch 1598 | loss: 0.0311815 | val_loss: 0.0311986 | Time: 1492.91 ms [2021-10-05 04:50:34 main:581] : INFO : Epoch 1599 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1473.63 ms [2021-10-05 04:50:36 main:581] : INFO : Epoch 1600 | loss: 0.0311825 | val_loss: 0.0311899 | Time: 1687.46 ms [2021-10-05 04:50:37 main:581] : INFO : Epoch 1601 | loss: 0.0311814 | val_loss: 0.0311934 | Time: 1608.64 ms [2021-10-05 04:50:39 main:581] : INFO : Epoch 1602 | loss: 0.0311845 | val_loss: 0.031196 | Time: 1635.84 ms [2021-10-05 04:50:40 main:581] : INFO : Epoch 1603 | loss: 0.0311819 | val_loss: 0.0311921 | Time: 1557.9 ms [2021-10-05 04:50:42 main:581] : INFO : Epoch 1604 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 1519.1 ms [2021-10-05 04:50:44 main:581] : INFO : Epoch 1605 | loss: 0.0311834 | val_loss: 0.0311934 | Time: 1654.77 ms [2021-10-05 04:50:45 main:581] : INFO : Epoch 1606 | loss: 0.0311831 | val_loss: 0.0311901 | Time: 1544.4 ms [2021-10-05 04:50:47 main:581] : INFO : Epoch 1607 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 1549.64 ms [2021-10-05 04:50:48 main:581] : INFO : Epoch 1608 | loss: 0.031184 | val_loss: 0.031193 | Time: 1480.03 ms [2021-10-05 04:50:50 main:581] : INFO : Epoch 1609 | loss: 0.0311875 | val_loss: 0.0312041 | Time: 1659.99 ms [2021-10-05 04:50:52 main:581] : INFO : Epoch 1610 | loss: 0.0311873 | val_loss: 0.0311947 | Time: 1628.42 ms [2021-10-05 04:50:53 main:581] : INFO : Epoch 1611 | loss: 0.031183 | val_loss: 0.0311925 | Time: 1551.66 ms [2021-10-05 04:50:55 main:581] : INFO : Epoch 1612 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 1566.75 ms [2021-10-05 04:50:56 main:581] : INFO : Epoch 1613 | loss: 0.0311834 | val_loss: 0.0311942 | Time: 1624.92 ms [2021-10-05 04:50:58 main:581] : INFO : Epoch 1614 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 1517.29 ms [2021-10-05 04:50:59 main:581] : INFO : Epoch 1615 | loss: 0.0311817 | val_loss: 0.0311904 | Time: 1640.01 ms [2021-10-05 04:51:01 main:581] : INFO : Epoch 1616 | loss: 0.0311811 | val_loss: 0.0311914 | Time: 1680.94 ms [2021-10-05 04:51:03 main:581] : INFO : Epoch 1617 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 1529.8 ms [2021-10-05 04:51:04 main:581] : INFO : Epoch 1618 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 1642.76 ms [2021-10-05 04:51:06 main:581] : INFO : Epoch 1619 | loss: 0.0311807 | val_loss: 0.0311933 | Time: 1621.07 ms [2021-10-05 04:51:07 main:581] : INFO : Epoch 1620 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 1488.29 ms [2021-10-05 04:51:09 main:581] : INFO : Epoch 1621 | loss: 0.0311811 | val_loss: 0.0311907 | Time: 1577.93 ms [2021-10-05 04:51:11 main:581] : INFO : Epoch 1622 | loss: 0.0311809 | val_loss: 0.0311893 | Time: 1565.79 ms [2021-10-05 04:51:12 main:581] : INFO : Epoch 1623 | loss: 0.0311809 | val_loss: 0.0311912 | Time: 1524.69 ms [2021-10-05 04:51:14 main:581] : INFO : Epoch 1624 | loss: 0.03118 | val_loss: 0.0311919 | Time: 1552.79 ms [2021-10-05 04:51:15 main:581] : INFO : Epoch 1625 | loss: 0.0311821 | val_loss: 0.0311922 | Time: 1538.04 ms [2021-10-05 04:51:17 main:581] : INFO : Epoch 1626 | loss: 0.0311813 | val_loss: 0.0311885 | Time: 1679.34 ms [2021-10-05 04:51:18 main:581] : INFO : Epoch 1627 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 1598.01 ms [2021-10-05 04:51:20 main:581] : INFO : Epoch 1628 | loss: 0.0311829 | val_loss: 0.031188 | Time: 1689.69 ms [2021-10-05 04:51:22 main:581] : INFO : Epoch 1629 | loss: 0.0311835 | val_loss: 0.0311886 | Time: 1656.47 ms [2021-10-05 04:51:23 main:581] : INFO : Epoch 1630 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 1587.52 ms [2021-10-05 04:51:25 main:581] : INFO : Epoch 1631 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1461.89 ms [2021-10-05 04:51:26 main:581] : INFO : Epoch 1632 | loss: 0.0311809 | val_loss: 0.031189 | Time: 1486.85 ms [2021-10-05 04:51:28 main:581] : INFO : Epoch 1633 | loss: 0.0311825 | val_loss: 0.0311935 | Time: 1619.95 ms [2021-10-05 04:51:29 main:581] : INFO : Epoch 1634 | loss: 0.0311837 | val_loss: 0.0311959 | Time: 1521.41 ms [2021-10-05 04:51:31 main:581] : INFO : Epoch 1635 | loss: 0.0311827 | val_loss: 0.0311939 | Time: 1489.67 ms [2021-10-05 04:51:33 main:581] : INFO : Epoch 1636 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 1607.82 ms [2021-10-05 04:51:34 main:581] : INFO : Epoch 1637 | loss: 0.0311808 | val_loss: 0.0311919 | Time: 1630.13 ms [2021-10-05 04:51:36 main:581] : INFO : Epoch 1638 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 1556.89 ms [2021-10-05 04:51:37 main:581] : INFO : Epoch 1639 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 1680.44 ms [2021-10-05 04:51:39 main:581] : INFO : Epoch 1640 | loss: 0.0311811 | val_loss: 0.0311935 | Time: 1538.11 ms [2021-10-05 04:51:40 main:581] : INFO : Epoch 1641 | loss: 0.031182 | val_loss: 0.0311915 | Time: 1508.77 ms [2021-10-05 04:51:42 main:581] : INFO : Epoch 1642 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 1499.67 ms [2021-10-05 04:51:44 main:581] : INFO : Epoch 1643 | loss: 0.0311845 | val_loss: 0.03119 | Time: 1593.38 ms [2021-10-05 04:51:45 main:581] : INFO : Epoch 1644 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 1579.52 ms [2021-10-05 04:51:47 main:581] : INFO : Epoch 1645 | loss: 0.0311836 | val_loss: 0.0311919 | Time: 1529.31 ms [2021-10-05 04:51:48 main:581] : INFO : Epoch 1646 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 1560.98 ms [2021-10-05 04:51:50 main:581] : INFO : Epoch 1647 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 1663.54 ms [2021-10-05 04:51:51 main:581] : INFO : Epoch 1648 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 1520.74 ms [2021-10-05 04:51:53 main:581] : INFO : Epoch 1649 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1545.62 ms [2021-10-05 04:51:55 main:581] : INFO : Epoch 1650 | loss: 0.0311799 | val_loss: 0.0311886 | Time: 1604.32 ms [2021-10-05 04:51:56 main:581] : INFO : Epoch 1651 | loss: 0.0311794 | val_loss: 0.0311938 | Time: 1551.69 ms [2021-10-05 04:51:58 main:581] : INFO : Epoch 1652 | loss: 0.0311829 | val_loss: 0.0311888 | Time: 1465.51 ms [2021-10-05 04:51:59 main:581] : INFO : Epoch 1653 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 1539.58 ms [2021-10-05 04:52:01 main:581] : INFO : Epoch 1654 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 1698.33 ms [2021-10-05 04:52:02 main:581] : INFO : Epoch 1655 | loss: 0.0311805 | val_loss: 0.0311943 | Time: 1575.83 ms [2021-10-05 04:52:04 main:581] : INFO : Epoch 1656 | loss: 0.0311865 | val_loss: 0.0312148 | Time: 1709.21 ms [2021-10-05 04:52:06 main:581] : INFO : Epoch 1657 | loss: 0.0311963 | val_loss: 0.0312123 | Time: 1612.84 ms [2021-10-05 04:52:07 main:581] : INFO : Epoch 1658 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 1707.11 ms [2021-10-05 04:52:09 main:581] : INFO : Epoch 1659 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 1639.9 ms [2021-10-05 04:52:11 main:581] : INFO : Epoch 1660 | loss: 0.0311869 | val_loss: 0.0311991 | Time: 1501.13 ms [2021-10-05 04:52:12 main:581] : INFO : Epoch 1661 | loss: 0.0311932 | val_loss: 0.0312137 | Time: 1497.93 ms [2021-10-05 04:52:14 main:581] : INFO : Epoch 1662 | loss: 0.0311919 | val_loss: 0.031193 | Time: 1561.81 ms [2021-10-05 04:52:15 main:581] : INFO : Epoch 1663 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1539.89 ms [2021-10-05 04:52:17 main:581] : INFO : Epoch 1664 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1446.09 ms [2021-10-05 04:52:18 main:581] : INFO : Epoch 1665 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 1568.64 ms [2021-10-05 04:52:20 main:581] : INFO : Epoch 1666 | loss: 0.0311822 | val_loss: 0.031192 | Time: 1557.14 ms [2021-10-05 04:52:21 main:581] : INFO : Epoch 1667 | loss: 0.0311823 | val_loss: 0.0311953 | Time: 1645.38 ms [2021-10-05 04:52:23 main:581] : INFO : Epoch 1668 | loss: 0.0311836 | val_loss: 0.031192 | Time: 1535.67 ms [2021-10-05 04:52:25 main:581] : INFO : Epoch 1669 | loss: 0.0311838 | val_loss: 0.0312007 | Time: 1596.89 ms [2021-10-05 04:52:26 main:581] : INFO : Epoch 1670 | loss: 0.0311854 | val_loss: 0.0311935 | Time: 1625.18 ms [2021-10-05 04:52:28 main:581] : INFO : Epoch 1671 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1463.45 ms [2021-10-05 04:52:29 main:581] : INFO : Epoch 1672 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 1492.59 ms [2021-10-05 04:52:31 main:581] : INFO : Epoch 1673 | loss: 0.031183 | val_loss: 0.0311975 | Time: 1667.9 ms [2021-10-05 04:52:32 main:581] : INFO : Epoch 1674 | loss: 0.0311825 | val_loss: 0.0311922 | Time: 1527.93 ms [2021-10-05 04:52:34 main:581] : INFO : Epoch 1675 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 1475.01 ms [2021-10-05 04:52:36 main:581] : INFO : Epoch 1676 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 1733.08 ms [2021-10-05 04:52:37 main:581] : INFO : Epoch 1677 | loss: 0.0311821 | val_loss: 0.0311931 | Time: 1628.25 ms [2021-10-05 04:52:39 main:581] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311958 | Time: 1522.85 ms [2021-10-05 04:52:40 main:581] : INFO : Epoch 1679 | loss: 0.031183 | val_loss: 0.0311947 | Time: 1526.15 ms [2021-10-05 04:52:42 main:581] : INFO : Epoch 1680 | loss: 0.0311833 | val_loss: 0.0311947 | Time: 1530.53 ms [2021-10-05 04:52:43 main:581] : INFO : Epoch 1681 | loss: 0.031183 | val_loss: 0.0311931 | Time: 1558.08 ms [2021-10-05 04:52:45 main:581] : INFO : Epoch 1682 | loss: 0.0311823 | val_loss: 0.0311964 | Time: 1518.35 ms [2021-10-05 04:52:46 main:581] : INFO : Epoch 1683 | loss: 0.0311857 | val_loss: 0.0312094 | Time: 1502.1 ms [2021-10-05 04:52:48 main:581] : INFO : Epoch 1684 | loss: 0.0311833 | val_loss: 0.0311938 | Time: 1625.57 ms [2021-10-05 04:52:50 main:581] : INFO : Epoch 1685 | loss: 0.0311838 | val_loss: 0.0311958 | Time: 1595.48 ms [2021-10-05 04:52:51 main:581] : INFO : Epoch 1686 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 1656.89 ms [2021-10-05 04:52:53 main:581] : INFO : Epoch 1687 | loss: 0.0311838 | val_loss: 0.0311926 | Time: 1604.56 ms [2021-10-05 04:52:54 main:581] : INFO : Epoch 1688 | loss: 0.0311819 | val_loss: 0.0311928 | Time: 1499.85 ms [2021-10-05 04:52:56 main:581] : INFO : Epoch 1689 | loss: 0.0311813 | val_loss: 0.0311911 | Time: 1526.25 ms [2021-10-05 04:52:57 main:581] : INFO : Epoch 1690 | loss: 0.0311808 | val_loss: 0.0311924 | Time: 1502.54 ms [2021-10-05 04:52:59 main:581] : INFO : Epoch 1691 | loss: 0.0311813 | val_loss: 0.0311974 | Time: 1613.25 ms [2021-10-05 04:53:00 main:581] : INFO : Epoch 1692 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 1504.62 ms [2021-10-05 04:53:02 main:581] : INFO : Epoch 1693 | loss: 0.0311839 | val_loss: 0.0311948 | Time: 1512.97 ms [2021-10-05 04:53:03 main:581] : INFO : Epoch 1694 | loss: 0.0311858 | val_loss: 0.0311924 | Time: 1544.52 ms [2021-10-05 04:53:05 main:581] : INFO : Epoch 1695 | loss: 0.0311843 | val_loss: 0.0312029 | Time: 1736.85 ms [2021-10-05 04:53:07 main:581] : INFO : Epoch 1696 | loss: 0.0311852 | val_loss: 0.0311939 | Time: 1523.26 ms [2021-10-05 04:53:08 main:581] : INFO : Epoch 1697 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 1682.59 ms [2021-10-05 04:53:10 main:581] : INFO : Epoch 1698 | loss: 0.0311849 | val_loss: 0.0311928 | Time: 1551.87 ms [2021-10-05 04:53:11 main:581] : INFO : Epoch 1699 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 1499.57 ms [2021-10-05 04:53:13 main:581] : INFO : Epoch 1700 | loss: 0.0311849 | val_loss: 0.0311917 | Time: 1502.81 ms [2021-10-05 04:53:14 main:581] : INFO : Epoch 1701 | loss: 0.031186 | val_loss: 0.0311921 | Time: 1480.5 ms [2021-10-05 04:53:16 main:581] : INFO : Epoch 1702 | loss: 0.0311849 | val_loss: 0.0311977 | Time: 1560.27 ms [2021-10-05 04:53:18 main:581] : INFO : Epoch 1703 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 1615.89 ms [2021-10-05 04:53:19 main:581] : INFO : Epoch 1704 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 1580.9 ms [2021-10-05 04:53:21 main:581] : INFO : Epoch 1705 | loss: 0.0311841 | val_loss: 0.0311917 | Time: 1565.23 ms [2021-10-05 04:53:22 main:581] : INFO : Epoch 1706 | loss: 0.0311839 | val_loss: 0.0311936 | Time: 1523.58 ms [2021-10-05 04:53:24 main:581] : INFO : Epoch 1707 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 1672.49 ms [2021-10-05 04:53:26 main:581] : INFO : Epoch 1708 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 1513.89 ms [2021-10-05 04:53:27 main:581] : INFO : Epoch 1709 | loss: 0.0311836 | val_loss: 0.0311916 | Time: 1568.53 ms [2021-10-05 04:53:29 main:581] : INFO : Epoch 1710 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 1482.44 ms [2021-10-05 04:53:30 main:581] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311921 | Time: 1499.3 ms [2021-10-05 04:53:32 main:581] : INFO : Epoch 1712 | loss: 0.0311829 | val_loss: 0.0311925 | Time: 1701.76 ms [2021-10-05 04:53:33 main:581] : INFO : Epoch 1713 | loss: 0.0311836 | val_loss: 0.0311955 | Time: 1688.57 ms [2021-10-05 04:53:35 main:581] : INFO : Epoch 1714 | loss: 0.0311827 | val_loss: 0.0311922 | Time: 1588.52 ms [2021-10-05 04:53:37 main:581] : INFO : Epoch 1715 | loss: 0.031183 | val_loss: 0.0311927 | Time: 1561.55 ms [2021-10-05 04:53:38 main:581] : INFO : Epoch 1716 | loss: 0.0311824 | val_loss: 0.0311921 | Time: 1563.23 ms [2021-10-05 04:53:40 main:581] : INFO : Epoch 1717 | loss: 0.0311814 | val_loss: 0.0311911 | Time: 1590.03 ms [2021-10-05 04:53:41 main:581] : INFO : Epoch 1718 | loss: 0.0311824 | val_loss: 0.0311947 | Time: 1636.21 ms [2021-10-05 04:53:43 main:581] : INFO : Epoch 1719 | loss: 0.031389 | val_loss: 0.0492375 | Time: 1497.67 ms [2021-10-05 04:53:44 main:581] : INFO : Epoch 1720 | loss: 0.0407004 | val_loss: 0.0329097 | Time: 1534.14 ms [2021-10-05 04:53:46 main:581] : INFO : Epoch 1721 | loss: 0.0416646 | val_loss: 0.0373258 | Time: 1598.16 ms [2021-10-05 04:53:48 main:581] : INFO : Epoch 1722 | loss: 0.0330936 | val_loss: 0.0317925 | Time: 1577.89 ms [2021-10-05 04:53:49 main:581] : INFO : Epoch 1723 | loss: 0.0314484 | val_loss: 0.0312939 | Time: 1539.21 ms [2021-10-05 04:53:51 main:581] : INFO : Epoch 1724 | loss: 0.0312603 | val_loss: 0.0312284 | Time: 1607.32 ms [2021-10-05 04:53:52 main:581] : INFO : Epoch 1725 | loss: 0.0312183 | val_loss: 0.0312089 | Time: 1574 ms [2021-10-05 04:53:54 main:581] : INFO : Epoch 1726 | loss: 0.0312066 | val_loss: 0.0312022 | Time: 1549.85 ms [2021-10-05 04:53:55 main:581] : INFO : Epoch 1727 | loss: 0.0312028 | val_loss: 0.0312002 | Time: 1578.51 ms [2021-10-05 04:53:57 main:581] : INFO : Epoch 1728 | loss: 0.0312007 | val_loss: 0.0311986 | Time: 1617.17 ms [2021-10-05 04:53:59 main:581] : INFO : Epoch 1729 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 1607.16 ms [2021-10-05 04:54:00 main:581] : INFO : Epoch 1730 | loss: 0.0311984 | val_loss: 0.0311972 | Time: 1542.92 ms [2021-10-05 04:54:02 main:581] : INFO : Epoch 1731 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 1656.22 ms [2021-10-05 04:54:04 main:581] : INFO : Epoch 1732 | loss: 0.0311965 | val_loss: 0.0311954 | Time: 1664.42 ms [2021-10-05 04:54:05 main:581] : INFO : Epoch 1733 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 1541.98 ms [2021-10-05 04:54:07 main:581] : INFO : Epoch 1734 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 1487.11 ms [2021-10-05 04:54:08 main:581] : INFO : Epoch 1735 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 1525.16 ms [2021-10-05 04:54:10 main:581] : INFO : Epoch 1736 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1528.95 ms [2021-10-05 04:54:11 main:581] : INFO : Epoch 1737 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1558.16 ms [2021-10-05 04:54:13 main:581] : INFO : Epoch 1738 | loss: 0.0311927 | val_loss: 0.0311915 | Time: 1564.16 ms [2021-10-05 04:54:14 main:581] : INFO : Epoch 1739 | loss: 0.0311913 | val_loss: 0.0311911 | Time: 1617.97 ms [2021-10-05 04:54:16 main:581] : INFO : Epoch 1740 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 1576.9 ms [2021-10-05 04:54:18 main:581] : INFO : Epoch 1741 | loss: 0.031191 | val_loss: 0.031191 | Time: 1644.16 ms [2021-10-05 04:54:19 main:581] : INFO : Epoch 1742 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 1581.42 ms [2021-10-05 04:54:21 main:581] : INFO : Epoch 1743 | loss: 0.0311912 | val_loss: 0.0311903 | Time: 1524.37 ms [2021-10-05 04:54:22 main:581] : INFO : Epoch 1744 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 1530.66 ms [2021-10-05 04:54:24 main:581] : INFO : Epoch 1745 | loss: 0.0311903 | val_loss: 0.0311909 | Time: 1515.3 ms [2021-10-05 04:54:25 main:581] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.0311926 | Time: 1552.27 ms [2021-10-05 04:54:27 main:581] : INFO : Epoch 1747 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1468.62 ms [2021-10-05 04:54:28 main:581] : INFO : Epoch 1748 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 1582.93 ms [2021-10-05 04:54:30 main:581] : INFO : Epoch 1749 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 1606.44 ms [2021-10-05 04:54:32 main:581] : INFO : Epoch 1750 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 1544.72 ms [2021-10-05 04:54:33 main:581] : INFO : Epoch 1751 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 1596.77 ms [2021-10-05 04:54:35 main:581] : INFO : Epoch 1752 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1644.81 ms [2021-10-05 04:54:36 main:581] : INFO : Epoch 1753 | loss: 0.0311907 | val_loss: 0.0311899 | Time: 1595.57 ms [2021-10-05 04:54:38 main:581] : INFO : Epoch 1754 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 1632.16 ms [2021-10-05 04:54:40 main:581] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1629.44 ms [2021-10-05 04:54:41 main:581] : INFO : Epoch 1756 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1525.33 ms [2021-10-05 04:54:43 main:581] : INFO : Epoch 1757 | loss: 0.0311895 | val_loss: 0.0311892 | Time: 1584.46 ms [2021-10-05 04:54:44 main:581] : INFO : Epoch 1758 | loss: 0.0311898 | val_loss: 0.0311887 | Time: 1550.81 ms [2021-10-05 04:54:46 main:581] : INFO : Epoch 1759 | loss: 0.0311895 | val_loss: 0.0311888 | Time: 1561.14 ms [2021-10-05 04:54:47 main:581] : INFO : Epoch 1760 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 1589.33 ms [2021-10-05 04:54:49 main:581] : INFO : Epoch 1761 | loss: 0.0311894 | val_loss: 0.0311883 | Time: 1534.3 ms [2021-10-05 04:54:50 main:581] : INFO : Epoch 1762 | loss: 0.0311889 | val_loss: 0.0311881 | Time: 1468.3 ms [2021-10-05 04:54:52 main:581] : INFO : Epoch 1763 | loss: 0.0311889 | val_loss: 0.0311883 | Time: 1507.37 ms [2021-10-05 04:54:53 main:581] : INFO : Epoch 1764 | loss: 0.0311891 | val_loss: 0.03119 | Time: 1559.17 ms [2021-10-05 04:54:55 main:581] : INFO : Epoch 1765 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1574.51 ms [2021-10-05 04:54:57 main:581] : INFO : Epoch 1766 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 1669.98 ms [2021-10-05 04:54:58 main:581] : INFO : Epoch 1767 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 1499.88 ms [2021-10-05 04:55:00 main:581] : INFO : Epoch 1768 | loss: 0.0311887 | val_loss: 0.0311881 | Time: 1540.07 ms [2021-10-05 04:55:01 main:581] : INFO : Epoch 1769 | loss: 0.0311888 | val_loss: 0.0311879 | Time: 1583.9 ms [2021-10-05 04:55:03 main:581] : INFO : Epoch 1770 | loss: 0.0311881 | val_loss: 0.0311878 | Time: 1520.66 ms [2021-10-05 04:55:05 main:581] : INFO : Epoch 1771 | loss: 0.0311881 | val_loss: 0.0311885 | Time: 1627.48 ms [2021-10-05 04:55:06 main:581] : INFO : Epoch 1772 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 1604.98 ms [2021-10-05 04:55:08 main:581] : INFO : Epoch 1773 | loss: 0.0311881 | val_loss: 0.031188 | Time: 1496.76 ms [2021-10-05 04:55:09 main:581] : INFO : Epoch 1774 | loss: 0.0311883 | val_loss: 0.0311886 | Time: 1627.11 ms [2021-10-05 04:55:11 main:581] : INFO : Epoch 1775 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 1622.17 ms [2021-10-05 04:55:12 main:581] : INFO : Epoch 1776 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 1521.1 ms [2021-10-05 04:55:14 main:581] : INFO : Epoch 1777 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 1532.25 ms [2021-10-05 04:55:15 main:581] : INFO : Epoch 1778 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 1530.33 ms [2021-10-05 04:55:17 main:581] : INFO : Epoch 1779 | loss: 0.0311875 | val_loss: 0.0311877 | Time: 1464.12 ms [2021-10-05 04:55:19 main:581] : INFO : Epoch 1780 | loss: 0.0311875 | val_loss: 0.0311877 | Time: 1602.39 ms [2021-10-05 04:55:20 main:581] : INFO : Epoch 1781 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 1580.7 ms [2021-10-05 04:55:22 main:581] : INFO : Epoch 1782 | loss: 0.0311877 | val_loss: 0.0311878 | Time: 1531.93 ms [2021-10-05 04:55:23 main:581] : INFO : Epoch 1783 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 1575.19 ms [2021-10-05 04:55:25 main:581] : INFO : Epoch 1784 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 1611.74 ms [2021-10-05 04:55:26 main:581] : INFO : Epoch 1785 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 1430.63 ms [2021-10-05 04:55:28 main:581] : INFO : Epoch 1786 | loss: 0.0311874 | val_loss: 0.031187 | Time: 1494.27 ms [2021-10-05 04:55:29 main:581] : INFO : Epoch 1787 | loss: 0.0311879 | val_loss: 0.0311876 | Time: 1561.06 ms [2021-10-05 04:55:31 main:581] : INFO : Epoch 1788 | loss: 0.0311875 | val_loss: 0.0311877 | Time: 1516.91 ms [2021-10-05 04:55:32 main:581] : INFO : Epoch 1789 | loss: 0.0311874 | val_loss: 0.0311874 | Time: 1465.14 ms [2021-10-05 04:55:34 main:581] : INFO : Epoch 1790 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1568.68 ms [2021-10-05 04:55:35 main:581] : INFO : Epoch 1791 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 1598.21 ms [2021-10-05 04:55:37 main:581] : INFO : Epoch 1792 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1489.92 ms [2021-10-05 04:55:39 main:581] : INFO : Epoch 1793 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1674.76 ms [2021-10-05 04:55:40 main:581] : INFO : Epoch 1794 | loss: 0.031187 | val_loss: 0.0311873 | Time: 1531.79 ms [2021-10-05 04:55:42 main:581] : INFO : Epoch 1795 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 1717.13 ms [2021-10-05 04:55:43 main:581] : INFO : Epoch 1796 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1572.26 ms [2021-10-05 04:55:45 main:581] : INFO : Epoch 1797 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1560.11 ms [2021-10-05 04:55:46 main:581] : INFO : Epoch 1798 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 1469.32 ms [2021-10-05 04:55:48 main:581] : INFO : Epoch 1799 | loss: 0.031187 | val_loss: 0.0311885 | Time: 1537.91 ms [2021-10-05 04:55:49 main:581] : INFO : Epoch 1800 | loss: 0.031187 | val_loss: 0.0311873 | Time: 1496.13 ms [2021-10-05 04:55:51 main:581] : INFO : Epoch 1801 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 1498.91 ms [2021-10-05 04:55:53 main:581] : INFO : Epoch 1802 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 1545.35 ms [2021-10-05 04:55:54 main:581] : INFO : Epoch 1803 | loss: 0.0311869 | val_loss: 0.0311871 | Time: 1590.22 ms [2021-10-05 04:55:56 main:581] : INFO : Epoch 1804 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 1613.03 ms [2021-10-05 04:55:57 main:581] : INFO : Epoch 1805 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 1515.97 ms [2021-10-05 04:55:59 main:581] : INFO : Epoch 1806 | loss: 0.0311873 | val_loss: 0.0311873 | Time: 1630.78 ms [2021-10-05 04:56:00 main:581] : INFO : Epoch 1807 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 1560.17 ms [2021-10-05 04:56:02 main:581] : INFO : Epoch 1808 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 1509.32 ms [2021-10-05 04:56:03 main:581] : INFO : Epoch 1809 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1514.24 ms [2021-10-05 04:56:05 main:581] : INFO : Epoch 1810 | loss: 0.0311864 | val_loss: 0.0311875 | Time: 1495.11 ms [2021-10-05 04:56:07 main:581] : INFO : Epoch 1811 | loss: 0.0311864 | val_loss: 0.0311869 | Time: 1651.07 ms [2021-10-05 04:56:08 main:581] : INFO : Epoch 1812 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 1572.18 ms [2021-10-05 04:56:10 main:581] : INFO : Epoch 1813 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 1593.38 ms [2021-10-05 04:56:11 main:581] : INFO : Epoch 1814 | loss: 0.0311863 | val_loss: 0.0311868 | Time: 1523.49 ms [2021-10-05 04:56:13 main:581] : INFO : Epoch 1815 | loss: 0.0311863 | val_loss: 0.0311865 | Time: 1480.6 ms [2021-10-05 04:56:14 main:581] : INFO : Epoch 1816 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 1616.77 ms [2021-10-05 04:56:16 main:581] : INFO : Epoch 1817 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 1493.89 ms [2021-10-05 04:56:17 main:581] : INFO : Epoch 1818 | loss: 0.0311863 | val_loss: 0.0311868 | Time: 1499.28 ms [2021-10-05 04:56:19 main:581] : INFO : Epoch 1819 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 1587.13 ms [2021-10-05 04:56:21 main:581] : INFO : Epoch 1820 | loss: 0.0311863 | val_loss: 0.031187 | Time: 1614.57 ms [2021-10-05 04:56:22 main:581] : INFO : Epoch 1821 | loss: 0.0311862 | val_loss: 0.0311866 | Time: 1591.89 ms [2021-10-05 04:56:24 main:581] : INFO : Epoch 1822 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 1669.32 ms [2021-10-05 04:56:25 main:581] : INFO : Epoch 1823 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 1566.96 ms [2021-10-05 04:56:27 main:581] : INFO : Epoch 1824 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1522.79 ms [2021-10-05 04:56:29 main:581] : INFO : Epoch 1825 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 1542.53 ms [2021-10-05 04:56:30 main:581] : INFO : Epoch 1826 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 1686.01 ms [2021-10-05 04:56:32 main:581] : INFO : Epoch 1827 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 1583.31 ms [2021-10-05 04:56:33 main:581] : INFO : Epoch 1828 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 1546.64 ms [2021-10-05 04:56:35 main:581] : INFO : Epoch 1829 | loss: 0.0311861 | val_loss: 0.0311868 | Time: 1605.81 ms [2021-10-05 04:56:37 main:581] : INFO : Epoch 1830 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 1646.52 ms [2021-10-05 04:56:38 main:581] : INFO : Epoch 1831 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 1666.37 ms [2021-10-05 04:56:40 main:581] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1496.83 ms [2021-10-05 04:56:41 main:581] : INFO : Epoch 1833 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 1632.29 ms [2021-10-05 04:56:43 main:581] : INFO : Epoch 1834 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 1468.68 ms [2021-10-05 04:56:44 main:581] : INFO : Epoch 1835 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 1538.24 ms [2021-10-05 04:56:46 main:581] : INFO : Epoch 1836 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 1580.76 ms [2021-10-05 04:56:48 main:581] : INFO : Epoch 1837 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 1592.4 ms [2021-10-05 04:56:49 main:581] : INFO : Epoch 1838 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 1534.35 ms [2021-10-05 04:56:51 main:581] : INFO : Epoch 1839 | loss: 0.0311873 | val_loss: 0.0311865 | Time: 1601.61 ms [2021-10-05 04:56:52 main:581] : INFO : Epoch 1840 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1631.43 ms [2021-10-05 04:56:54 main:581] : INFO : Epoch 1841 | loss: 0.0311863 | val_loss: 0.0311874 | Time: 1513.84 ms [2021-10-05 04:56:55 main:581] : INFO : Epoch 1842 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 1506.59 ms [2021-10-05 04:56:57 main:581] : INFO : Epoch 1843 | loss: 0.0311859 | val_loss: 0.031187 | Time: 1568.03 ms [2021-10-05 04:56:58 main:581] : INFO : Epoch 1844 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 1466.51 ms [2021-10-05 04:57:00 main:581] : INFO : Epoch 1845 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 1608.64 ms [2021-10-05 04:57:02 main:581] : INFO : Epoch 1846 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 1524.92 ms [2021-10-05 04:57:03 main:581] : INFO : Epoch 1847 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 1644.49 ms [2021-10-05 04:57:05 main:581] : INFO : Epoch 1848 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 1681.11 ms [2021-10-05 04:57:06 main:581] : INFO : Epoch 1849 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 1597.82 ms [2021-10-05 04:57:08 main:581] : INFO : Epoch 1850 | loss: 0.0311862 | val_loss: 0.0311866 | Time: 1593.85 ms [2021-10-05 04:57:10 main:581] : INFO : Epoch 1851 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 1642.24 ms [2021-10-05 04:57:11 main:581] : INFO : Epoch 1852 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 1594.73 ms [2021-10-05 04:57:13 main:581] : INFO : Epoch 1853 | loss: 0.031186 | val_loss: 0.0311862 | Time: 1642.79 ms [2021-10-05 04:57:15 main:581] : INFO : Epoch 1854 | loss: 0.0311857 | val_loss: 0.031187 | Time: 1660.42 ms [2021-10-05 04:57:16 main:581] : INFO : Epoch 1855 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 1648.01 ms [2021-10-05 04:57:18 main:581] : INFO : Epoch 1856 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 1639.55 ms [2021-10-05 04:57:19 main:581] : INFO : Epoch 1857 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 1565.57 ms [2021-10-05 04:57:21 main:581] : INFO : Epoch 1858 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 1618.4 ms [2021-10-05 04:57:23 main:581] : INFO : Epoch 1859 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1633.45 ms [2021-10-05 04:57:24 main:581] : INFO : Epoch 1860 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1521.89 ms [2021-10-05 04:57:26 main:581] : INFO : Epoch 1861 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 1500.09 ms [2021-10-05 04:57:27 main:581] : INFO : Epoch 1862 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 1545.38 ms [2021-10-05 04:57:29 main:581] : INFO : Epoch 1863 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 1542.46 ms [2021-10-05 04:57:30 main:581] : INFO : Epoch 1864 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 1659.96 ms [2021-10-05 04:57:32 main:581] : INFO : Epoch 1865 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1698.99 ms [2021-10-05 04:57:34 main:581] : INFO : Epoch 1866 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1488.81 ms [2021-10-05 04:57:35 main:581] : INFO : Epoch 1867 | loss: 0.0311859 | val_loss: 0.0311862 | Time: 1567.94 ms [2021-10-05 04:57:37 main:581] : INFO : Epoch 1868 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 1691.01 ms [2021-10-05 04:57:39 main:581] : INFO : Epoch 1869 | loss: 0.0311859 | val_loss: 0.031191 | Time: 1601.95 ms [2021-10-05 04:57:40 main:581] : INFO : Epoch 1870 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 1482.85 ms [2021-10-05 04:57:41 main:581] : INFO : Epoch 1871 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1493.67 ms [2021-10-05 04:57:43 main:581] : INFO : Epoch 1872 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 1556.99 ms [2021-10-05 04:57:45 main:581] : INFO : Epoch 1873 | loss: 0.0311854 | val_loss: 0.0311859 | Time: 1597.43 ms [2021-10-05 04:57:46 main:581] : INFO : Epoch 1874 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 1638.04 ms [2021-10-05 04:57:48 main:581] : INFO : Epoch 1875 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 1680.96 ms [2021-10-05 04:57:49 main:581] : INFO : Epoch 1876 | loss: 0.0311851 | val_loss: 0.0311888 | Time: 1492.17 ms [2021-10-05 04:57:51 main:581] : INFO : Epoch 1877 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 1459.73 ms [2021-10-05 04:57:52 main:581] : INFO : Epoch 1878 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 1531.82 ms [2021-10-05 04:57:54 main:581] : INFO : Epoch 1879 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 1649.07 ms [2021-10-05 04:57:56 main:581] : INFO : Epoch 1880 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 1523.35 ms [2021-10-05 04:57:57 main:581] : INFO : Epoch 1881 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 1529.22 ms [2021-10-05 04:57:59 main:581] : INFO : Epoch 1882 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1642.66 ms [2021-10-05 04:58:00 main:581] : INFO : Epoch 1883 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 1647.89 ms [2021-10-05 04:58:02 main:581] : INFO : Epoch 1884 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 1499.94 ms [2021-10-05 04:58:03 main:581] : INFO : Epoch 1885 | loss: 0.031184 | val_loss: 0.0311869 | Time: 1523.19 ms [2021-10-05 04:58:05 main:581] : INFO : Epoch 1886 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 1509.14 ms [2021-10-05 04:58:07 main:581] : INFO : Epoch 1887 | loss: 0.031185 | val_loss: 0.0311875 | Time: 1537.94 ms [2021-10-05 04:58:08 main:581] : INFO : Epoch 1888 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1599.99 ms [2021-10-05 04:58:10 main:581] : INFO : Epoch 1889 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 1512.73 ms [2021-10-05 04:58:11 main:581] : INFO : Epoch 1890 | loss: 0.0311855 | val_loss: 0.0311882 | Time: 1610.68 ms [2021-10-05 04:58:13 main:581] : INFO : Epoch 1891 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 1626.69 ms [2021-10-05 04:58:14 main:581] : INFO : Epoch 1892 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1510.33 ms [2021-10-05 04:58:16 main:581] : INFO : Epoch 1893 | loss: 0.031184 | val_loss: 0.0311878 | Time: 1479.32 ms [2021-10-05 04:58:17 main:581] : INFO : Epoch 1894 | loss: 0.0311847 | val_loss: 0.0311893 | Time: 1496.12 ms [2021-10-05 04:58:19 main:581] : INFO : Epoch 1895 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 1493.22 ms [2021-10-05 04:58:20 main:581] : INFO : Epoch 1896 | loss: 0.0311844 | val_loss: 0.031188 | Time: 1533.4 ms [2021-10-05 04:58:22 main:581] : INFO : Epoch 1897 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 1649.4 ms [2021-10-05 04:58:24 main:581] : INFO : Epoch 1898 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 1630.2 ms [2021-10-05 04:58:25 main:581] : INFO : Epoch 1899 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 1592.77 ms [2021-10-05 04:58:27 main:581] : INFO : Epoch 1900 | loss: 0.0311841 | val_loss: 0.0311889 | Time: 1657.64 ms [2021-10-05 04:58:28 main:581] : INFO : Epoch 1901 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 1530.35 ms [2021-10-05 04:58:30 main:581] : INFO : Epoch 1902 | loss: 0.0311849 | val_loss: 0.0311909 | Time: 1548.12 ms [2021-10-05 04:58:32 main:581] : INFO : Epoch 1903 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 1514.22 ms [2021-10-05 04:58:33 main:581] : INFO : Epoch 1904 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 1551.33 ms [2021-10-05 04:58:35 main:581] : INFO : Epoch 1905 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1528.09 ms [2021-10-05 04:58:36 main:581] : INFO : Epoch 1906 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 1534.34 ms [2021-10-05 04:58:38 main:581] : INFO : Epoch 1907 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 1614.21 ms [2021-10-05 04:58:39 main:581] : INFO : Epoch 1908 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 1620.71 ms [2021-10-05 04:58:41 main:581] : INFO : Epoch 1909 | loss: 0.031183 | val_loss: 0.0311883 | Time: 1661.76 ms [2021-10-05 04:58:43 main:581] : INFO : Epoch 1910 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 1549.11 ms [2021-10-05 04:58:44 main:581] : INFO : Epoch 1911 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 1663.65 ms [2021-10-05 04:58:46 main:581] : INFO : Epoch 1912 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1558.41 ms [2021-10-05 04:58:47 main:581] : INFO : Epoch 1913 | loss: 0.0311831 | val_loss: 0.0311898 | Time: 1493.52 ms [2021-10-05 04:58:49 main:581] : INFO : Epoch 1914 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 1495.47 ms [2021-10-05 04:58:50 main:581] : INFO : Epoch 1915 | loss: 0.0311879 | val_loss: 0.0311877 | Time: 1501.29 ms [2021-10-05 04:58:52 main:581] : INFO : Epoch 1916 | loss: 0.0311866 | val_loss: 0.0311882 | Time: 1550.01 ms [2021-10-05 04:58:53 main:581] : INFO : Epoch 1917 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 1604 ms [2021-10-05 04:58:55 main:581] : INFO : Epoch 1918 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 1631.25 ms [2021-10-05 04:58:57 main:581] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.0311862 | Time: 1492.74 ms [2021-10-05 04:58:58 main:581] : INFO : Epoch 1920 | loss: 0.0311859 | val_loss: 0.0311858 | Time: 1549.26 ms [2021-10-05 04:59:00 main:581] : INFO : Epoch 1921 | loss: 0.0311856 | val_loss: 0.0311966 | Time: 1528.45 ms [2021-10-05 04:59:01 main:581] : INFO : Epoch 1922 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 1607.4 ms [2021-10-05 04:59:03 main:581] : INFO : Epoch 1923 | loss: 0.031183 | val_loss: 0.0311847 | Time: 1497.06 ms [2021-10-05 04:59:04 main:581] : INFO : Epoch 1924 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 1490.38 ms [2021-10-05 04:59:06 main:581] : INFO : Epoch 1925 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 1542.45 ms [2021-10-05 04:59:07 main:581] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.0311858 | Time: 1578.44 ms [2021-10-05 04:59:09 main:581] : INFO : Epoch 1927 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 1618.84 ms [2021-10-05 04:59:11 main:581] : INFO : Epoch 1928 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 1633.29 ms [2021-10-05 04:59:12 main:581] : INFO : Epoch 1929 | loss: 0.031183 | val_loss: 0.031188 | Time: 1692.62 ms [2021-10-05 04:59:14 main:581] : INFO : Epoch 1930 | loss: 0.0311865 | val_loss: 0.031186 | Time: 1449.66 ms [2021-10-05 04:59:15 main:581] : INFO : Epoch 1931 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 1525.68 ms [2021-10-05 04:59:17 main:581] : INFO : Epoch 1932 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 1562.83 ms [2021-10-05 04:59:18 main:581] : INFO : Epoch 1933 | loss: 0.0311852 | val_loss: 0.0311862 | Time: 1547.15 ms [2021-10-05 04:59:20 main:581] : INFO : Epoch 1934 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 1626.28 ms [2021-10-05 04:59:22 main:581] : INFO : Epoch 1935 | loss: 0.031186 | val_loss: 0.0311874 | Time: 1524.06 ms [2021-10-05 04:59:23 main:581] : INFO : Epoch 1936 | loss: 0.0311871 | val_loss: 0.0311945 | Time: 1465.62 ms [2021-10-05 04:59:25 main:581] : INFO : Epoch 1937 | loss: 0.0311929 | val_loss: 0.0311902 | Time: 1615.85 ms [2021-10-05 04:59:26 main:581] : INFO : Epoch 1938 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 1599.64 ms [2021-10-05 04:59:28 main:581] : INFO : Epoch 1939 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 1629.34 ms [2021-10-05 04:59:29 main:581] : INFO : Epoch 1940 | loss: 0.0311886 | val_loss: 0.0311889 | Time: 1489.83 ms [2021-10-05 04:59:31 main:581] : INFO : Epoch 1941 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 1574.08 ms [2021-10-05 04:59:32 main:581] : INFO : Epoch 1942 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 1527.27 ms [2021-10-05 04:59:34 main:581] : INFO : Epoch 1943 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 1520.31 ms [2021-10-05 04:59:35 main:581] : INFO : Epoch 1944 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 1527.82 ms [2021-10-05 04:59:37 main:581] : INFO : Epoch 1945 | loss: 0.0311852 | val_loss: 0.0311884 | Time: 1647.46 ms [2021-10-05 04:59:39 main:581] : INFO : Epoch 1946 | loss: 0.0311861 | val_loss: 0.0311876 | Time: 1523.47 ms [2021-10-05 04:59:40 main:581] : INFO : Epoch 1947 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 1607.84 ms [2021-10-05 04:59:42 main:581] : INFO : Epoch 1948 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 1593.89 ms [2021-10-05 04:59:43 main:581] : INFO : Epoch 1949 | loss: 0.0311882 | val_loss: 0.0311866 | Time: 1616.56 ms [2021-10-05 04:59:45 main:581] : INFO : Epoch 1950 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 1557.54 ms [2021-10-05 04:59:47 main:581] : INFO : Epoch 1951 | loss: 0.0311851 | val_loss: 0.031186 | Time: 1494.67 ms [2021-10-05 04:59:48 main:581] : INFO : Epoch 1952 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1518.87 ms [2021-10-05 04:59:50 main:581] : INFO : Epoch 1953 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 1457.26 ms [2021-10-05 04:59:51 main:581] : INFO : Epoch 1954 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 1490.81 ms [2021-10-05 04:59:53 main:581] : INFO : Epoch 1955 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1627.44 ms [2021-10-05 04:59:54 main:581] : INFO : Epoch 1956 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 1639.03 ms [2021-10-05 04:59:56 main:581] : INFO : Epoch 1957 | loss: 0.0311822 | val_loss: 0.031188 | Time: 1581.94 ms [2021-10-05 04:59:57 main:581] : INFO : Epoch 1958 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 1577.19 ms [2021-10-05 04:59:59 main:581] : INFO : Epoch 1959 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 1496.26 ms [2021-10-05 05:00:00 main:581] : INFO : Epoch 1960 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1522.38 ms [2021-10-05 05:00:02 main:581] : INFO : Epoch 1961 | loss: 0.0311856 | val_loss: 0.0311884 | Time: 1490.84 ms [2021-10-05 05:00:04 main:581] : INFO : Epoch 1962 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 1601.06 ms [2021-10-05 05:00:05 main:581] : INFO : Epoch 1963 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 1470.39 ms [2021-10-05 05:00:07 main:581] : INFO : Epoch 1964 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 1534.54 ms [2021-10-05 05:00:08 main:581] : INFO : Epoch 1965 | loss: 0.0311839 | val_loss: 0.0311889 | Time: 1616.24 ms [2021-10-05 05:00:10 main:581] : INFO : Epoch 1966 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 1637.9 ms [2021-10-05 05:00:11 main:581] : INFO : Epoch 1967 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 1596.87 ms [2021-10-05 05:00:13 main:581] : INFO : Epoch 1968 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 1628.4 ms [2021-10-05 05:00:15 main:581] : INFO : Epoch 1969 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1595.99 ms [2021-10-05 05:00:16 main:581] : INFO : Epoch 1970 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1479.7 ms [2021-10-05 05:00:18 main:581] : INFO : Epoch 1971 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 1460.02 ms [2021-10-05 05:00:19 main:581] : INFO : Epoch 1972 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1527.03 ms [2021-10-05 05:00:21 main:581] : INFO : Epoch 1973 | loss: 0.0311827 | val_loss: 0.0311863 | Time: 1564.63 ms [2021-10-05 05:00:22 main:581] : INFO : Epoch 1974 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 1531.43 ms [2021-10-05 05:00:24 main:581] : INFO : Epoch 1975 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 1600.98 ms [2021-10-05 05:00:25 main:581] : INFO : Epoch 1976 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 1678.16 ms [2021-10-05 05:00:27 main:581] : INFO : Epoch 1977 | loss: 0.0311819 | val_loss: 0.0311884 | Time: 1488.65 ms [2021-10-05 05:00:28 main:581] : INFO : Epoch 1978 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 1503.28 ms [2021-10-05 05:00:30 main:581] : INFO : Epoch 1979 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1586.22 ms [2021-10-05 05:00:32 main:581] : INFO : Epoch 1980 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 1584.14 ms [2021-10-05 05:00:33 main:581] : INFO : Epoch 1981 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 1555.87 ms [2021-10-05 05:00:35 main:581] : INFO : Epoch 1982 | loss: 0.0311824 | val_loss: 0.031186 | Time: 1487.63 ms [2021-10-05 05:00:36 main:581] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.0311852 | Time: 1511.78 ms [2021-10-05 05:00:38 main:581] : INFO : Epoch 1984 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 1617.79 ms [2021-10-05 05:00:39 main:581] : INFO : Epoch 1985 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 1619.8 ms [2021-10-05 05:00:41 main:581] : INFO : Epoch 1986 | loss: 0.031183 | val_loss: 0.031189 | Time: 1603.11 ms [2021-10-05 05:00:43 main:581] : INFO : Epoch 1987 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 1463.12 ms [2021-10-05 05:00:44 main:581] : INFO : Epoch 1988 | loss: 0.0311831 | val_loss: 0.0311862 | Time: 1463.82 ms [2021-10-05 05:00:45 main:581] : INFO : Epoch 1989 | loss: 0.0311818 | val_loss: 0.0311869 | Time: 1506.9 ms [2021-10-05 05:00:47 main:581] : INFO : Epoch 1990 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 1583.72 ms [2021-10-05 05:00:49 main:581] : INFO : Epoch 1991 | loss: 0.0311812 | val_loss: 0.0311865 | Time: 1502.04 ms [2021-10-05 05:00:50 main:581] : INFO : Epoch 1992 | loss: 0.0311819 | val_loss: 0.0311867 | Time: 1465.24 ms [2021-10-05 05:00:52 main:581] : INFO : Epoch 1993 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1556.27 ms [2021-10-05 05:00:53 main:581] : INFO : Epoch 1994 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 1583.76 ms [2021-10-05 05:00:55 main:581] : INFO : Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 1519.21 ms [2021-10-05 05:00:56 main:581] : INFO : Epoch 1996 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 1495.86 ms [2021-10-05 05:00:58 main:581] : INFO : Epoch 1997 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 1520.14 ms [2021-10-05 05:00:59 main:581] : INFO : Epoch 1998 | loss: 0.0311823 | val_loss: 0.0311874 | Time: 1530.49 ms [2021-10-05 05:01:01 main:581] : INFO : Epoch 1999 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 1502.34 ms [2021-10-05 05:01:02 main:581] : INFO : Epoch 2000 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 1578.64 ms [2021-10-05 05:01:04 main:581] : INFO : Epoch 2001 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 1574.89 ms [2021-10-05 05:01:05 main:581] : INFO : Epoch 2002 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 1494.45 ms [2021-10-05 05:01:07 main:581] : INFO : Epoch 2003 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 1632.7 ms [2021-10-05 05:01:09 main:581] : INFO : Epoch 2004 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1655.67 ms [2021-10-05 05:01:10 main:581] : INFO : Epoch 2005 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 1489.42 ms [2021-10-05 05:01:12 main:581] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311933 | Time: 1491.92 ms [2021-10-05 05:01:13 main:581] : INFO : Epoch 2007 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1563.31 ms [2021-10-05 05:01:15 main:581] : INFO : Epoch 2008 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 1481.17 ms [2021-10-05 05:01:16 main:581] : INFO : Epoch 2009 | loss: 0.031182 | val_loss: 0.0311862 | Time: 1487.4 ms [2021-10-05 05:01:18 main:581] : INFO : Epoch 2010 | loss: 0.0311812 | val_loss: 0.031185 | Time: 1524.21 ms [2021-10-05 05:01:19 main:581] : INFO : Epoch 2011 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 1578.4 ms [2021-10-05 05:01:21 main:581] : INFO : Epoch 2012 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 1565.64 ms [2021-10-05 05:01:22 main:581] : INFO : Epoch 2013 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 1549.22 ms [2021-10-05 05:01:24 main:581] : INFO : Epoch 2014 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 1548.89 ms [2021-10-05 05:01:25 main:581] : INFO : Epoch 2015 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 1496.7 ms [2021-10-05 05:01:27 main:581] : INFO : Epoch 2016 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 1525.11 ms [2021-10-05 05:01:29 main:581] : INFO : Epoch 2017 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 1589.35 ms [2021-10-05 05:01:30 main:581] : INFO : Epoch 2018 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 1491.21 ms [2021-10-05 05:01:32 main:581] : INFO : Epoch 2019 | loss: 0.031181 | val_loss: 0.0311852 | Time: 1511.78 ms [2021-10-05 05:01:33 main:581] : INFO : Epoch 2020 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 1675.52 ms [2021-10-05 05:01:35 main:581] : INFO : Epoch 2021 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 1638.78 ms [2021-10-05 05:01:36 main:581] : INFO : Epoch 2022 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 1495.36 ms [2021-10-05 05:01:38 main:581] : INFO : Epoch 2023 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 1571.66 ms [2021-10-05 05:01:39 main:581] : INFO : Epoch 2024 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 1492.07 ms [2021-10-05 05:01:41 main:581] : INFO : Epoch 2025 | loss: 0.0311863 | val_loss: 0.0311902 | Time: 1553.41 ms [2021-10-05 05:01:42 main:581] : INFO : Epoch 2026 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1487.01 ms [2021-10-05 05:01:44 main:581] : INFO : Epoch 2027 | loss: 0.031185 | val_loss: 0.0311959 | Time: 1503.07 ms [2021-10-05 05:01:46 main:581] : INFO : Epoch 2028 | loss: 0.0311993 | val_loss: 0.0311888 | Time: 1607.36 ms [2021-10-05 05:01:47 main:581] : INFO : Epoch 2029 | loss: 0.0311875 | val_loss: 0.031187 | Time: 1651.17 ms [2021-10-05 05:01:49 main:581] : INFO : Epoch 2030 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 1590.45 ms [2021-10-05 05:01:51 main:581] : INFO : Epoch 2031 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 1671.06 ms [2021-10-05 05:01:52 main:581] : INFO : Epoch 2032 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 1541.18 ms [2021-10-05 05:01:54 main:581] : INFO : Epoch 2033 | loss: 0.0311872 | val_loss: 0.0311957 | Time: 1475.94 ms [2021-10-05 05:01:55 main:581] : INFO : Epoch 2034 | loss: 0.0311901 | val_loss: 0.0311877 | Time: 1606.63 ms [2021-10-05 05:01:57 main:581] : INFO : Epoch 2035 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 1552 ms [2021-10-05 05:01:58 main:581] : INFO : Epoch 2036 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 1492.4 ms [2021-10-05 05:02:00 main:581] : INFO : Epoch 2037 | loss: 0.031183 | val_loss: 0.0311849 | Time: 1526.91 ms [2021-10-05 05:02:01 main:581] : INFO : Epoch 2038 | loss: 0.0311823 | val_loss: 0.0311853 | Time: 1570.69 ms [2021-10-05 05:02:03 main:581] : INFO : Epoch 2039 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 1618.42 ms [2021-10-05 05:02:05 main:581] : INFO : Epoch 2040 | loss: 0.031183 | val_loss: 0.0311923 | Time: 1633.23 ms [2021-10-05 05:02:06 main:581] : INFO : Epoch 2041 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 1549.32 ms [2021-10-05 05:02:08 main:581] : INFO : Epoch 2042 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 1497.29 ms [2021-10-05 05:02:09 main:581] : INFO : Epoch 2043 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 1610.49 ms [2021-10-05 05:02:11 main:581] : INFO : Epoch 2044 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 1628.07 ms [2021-10-05 05:02:13 main:581] : INFO : Epoch 2045 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 1678.95 ms [2021-10-05 05:02:14 main:581] : INFO : Epoch 2046 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 1580.66 ms [2021-10-05 05:02:16 main:581] : INFO : Epoch 2047 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 1528.43 ms [2021-10-05 05:02:17 main:581] : INFO : Epoch 2048 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1681.02 ms [2021-10-05 05:02:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842 [2021-10-05 05:02:17 main:610] : INFO : Saving end state to config to file [2021-10-05 05:02:17 main:615] : INFO : Success, exiting.. 05:02:17 (32426): 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)