Task 7616940
| Name | ParityModified-1631727769-13015-2_0 |
| Workunit | 5271063 |
| Created | 26 Sep 2021, 23:58:41 UTC |
| Sent | 6 Oct 2021, 5:09:33 UTC |
| Report deadline | 10 Oct 2021, 4:09:19 UTC |
| Received | 6 Oct 2021, 20:02:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 57 sec |
| CPU time | 49 min 52 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> 21 main:581] : INFO : Epoch 1538 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 1446.29 ms [2021-10-06 14:49:22 main:581] : INFO : Epoch 1539 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1439.62 ms [2021-10-06 14:49:24 main:581] : INFO : Epoch 1540 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 1453.87 ms [2021-10-06 14:49:25 main:581] : INFO : Epoch 1541 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 1443.82 ms [2021-10-06 14:49:26 main:581] : INFO : Epoch 1542 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 1456.66 ms [2021-10-06 14:49:28 main:581] : INFO : Epoch 1543 | loss: 0.0311815 | val_loss: 0.0311872 | Time: 1454.57 ms [2021-10-06 14:49:29 main:581] : INFO : Epoch 1544 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 1446.95 ms [2021-10-06 14:49:31 main:581] : INFO : Epoch 1545 | loss: 0.031186 | val_loss: 0.0311917 | Time: 1464.72 ms [2021-10-06 14:49:32 main:581] : INFO : Epoch 1546 | loss: 0.0311837 | val_loss: 0.0311958 | Time: 1461.08 ms [2021-10-06 14:49:34 main:581] : INFO : Epoch 1547 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1456.33 ms [2021-10-06 14:49:35 main:581] : INFO : Epoch 1548 | loss: 0.031182 | val_loss: 0.0311868 | Time: 1463.64 ms [2021-10-06 14:49:37 main:581] : INFO : Epoch 1549 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 1467.28 ms [2021-10-06 14:49:38 main:581] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 1444.05 ms [2021-10-06 14:49:40 main:581] : INFO : Epoch 1551 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 1449.37 ms [2021-10-06 14:49:41 main:581] : INFO : Epoch 1552 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1453.18 ms [2021-10-06 14:49:42 main:581] : INFO : Epoch 1553 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 1435.8 ms [2021-10-06 14:49:44 main:581] : INFO : Epoch 1554 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 1462.26 ms [2021-10-06 14:49:45 main:581] : INFO : Epoch 1555 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 1462.22 ms [2021-10-06 14:49:47 main:581] : INFO : Epoch 1556 | loss: 0.031181 | val_loss: 0.0311873 | Time: 1442.82 ms [2021-10-06 14:49:48 main:581] : INFO : Epoch 1557 | loss: 0.0311802 | val_loss: 0.0311874 | Time: 1456.48 ms [2021-10-06 14:49:50 main:581] : INFO : Epoch 1558 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 1456.48 ms [2021-10-06 14:49:51 main:581] : INFO : Epoch 1559 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1482.61 ms [2021-10-06 14:49:53 main:581] : INFO : Epoch 1560 | loss: 0.0311808 | val_loss: 0.0311914 | Time: 1458.68 ms [2021-10-06 14:49:54 main:581] : INFO : Epoch 1561 | loss: 0.0311828 | val_loss: 0.0311949 | Time: 1438.39 ms [2021-10-06 14:49:56 main:581] : INFO : Epoch 1562 | loss: 0.0311835 | val_loss: 0.0311905 | Time: 1467.49 ms [2021-10-06 14:49:57 main:581] : INFO : Epoch 1563 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 1455.66 ms [2021-10-06 14:49:59 main:581] : INFO : Epoch 1564 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1457.05 ms [2021-10-06 14:50:00 main:581] : INFO : Epoch 1565 | loss: 0.0311807 | val_loss: 0.0311874 | Time: 1446.42 ms [2021-10-06 14:50:01 main:581] : INFO : Epoch 1566 | loss: 0.0311829 | val_loss: 0.0311874 | Time: 1439.74 ms [2021-10-06 14:50:03 main:581] : INFO : Epoch 1567 | loss: 0.0311812 | val_loss: 0.0311873 | Time: 1448.4 ms [2021-10-06 14:50:04 main:581] : INFO : Epoch 1568 | loss: 0.0311798 | val_loss: 0.031188 | Time: 1456.28 ms [2021-10-06 14:50:06 main:581] : INFO : Epoch 1569 | loss: 0.031183 | val_loss: 0.0311886 | Time: 1444.75 ms [2021-10-06 14:50:07 main:581] : INFO : Epoch 1570 | loss: 0.031184 | val_loss: 0.0311871 | Time: 1457.51 ms [2021-10-06 14:50:09 main:581] : INFO : Epoch 1571 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 1455.84 ms [2021-10-06 14:50:10 main:581] : INFO : Epoch 1572 | loss: 0.03118 | val_loss: 0.0311872 | Time: 1451.54 ms [2021-10-06 14:50:12 main:581] : INFO : Epoch 1573 | loss: 0.0311819 | val_loss: 0.0311866 | Time: 1460.65 ms [2021-10-06 14:50:13 main:581] : INFO : Epoch 1574 | loss: 0.0311811 | val_loss: 0.031188 | Time: 1484.4 ms [2021-10-06 14:50:15 main:581] : INFO : Epoch 1575 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 1450.91 ms [2021-10-06 14:50:16 main:581] : INFO : Epoch 1576 | loss: 0.0311801 | val_loss: 0.0311897 | Time: 1459.98 ms [2021-10-06 14:50:17 main:581] : INFO : Epoch 1577 | loss: 0.031184 | val_loss: 0.0311879 | Time: 1465.55 ms [2021-10-06 14:50:19 main:581] : INFO : Epoch 1578 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 1458.53 ms [2021-10-06 14:50:20 main:581] : INFO : Epoch 1579 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1462.35 ms [2021-10-06 14:50:22 main:581] : INFO : Epoch 1580 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 1442.3 ms [2021-10-06 14:50:23 main:581] : INFO : Epoch 1581 | loss: 0.0311881 | val_loss: 0.0311948 | Time: 1444.3 ms [2021-10-06 14:50:25 main:581] : INFO : Epoch 1582 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 1442.93 ms [2021-10-06 14:50:26 main:581] : INFO : Epoch 1583 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1441.24 ms [2021-10-06 14:50:28 main:581] : INFO : Epoch 1584 | loss: 0.031183 | val_loss: 0.0311862 | Time: 1451.85 ms [2021-10-06 14:50:29 main:581] : INFO : Epoch 1585 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 1452.32 ms [2021-10-06 14:50:30 main:581] : INFO : Epoch 1586 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 1419.28 ms [2021-10-06 14:50:32 main:581] : INFO : Epoch 1587 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 1454.04 ms [2021-10-06 14:50:33 main:581] : INFO : Epoch 1588 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1471.82 ms [2021-10-06 14:50:35 main:581] : INFO : Epoch 1589 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 1450.66 ms [2021-10-06 14:50:36 main:581] : INFO : Epoch 1590 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 1492.18 ms [2021-10-06 14:50:38 main:581] : INFO : Epoch 1591 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 1447.07 ms [2021-10-06 14:50:39 main:581] : INFO : Epoch 1592 | loss: 0.031186 | val_loss: 0.0311837 | Time: 1474.16 ms [2021-10-06 14:50:41 main:581] : INFO : Epoch 1593 | loss: 0.0311879 | val_loss: 0.0311848 | Time: 1471.77 ms [2021-10-06 14:50:42 main:581] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.0311869 | Time: 1452.68 ms [2021-10-06 14:50:44 main:581] : INFO : Epoch 1595 | loss: 0.0311877 | val_loss: 0.0311852 | Time: 1452.21 ms [2021-10-06 14:50:45 main:581] : INFO : Epoch 1596 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 1497.37 ms [2021-10-06 14:50:47 main:581] : INFO : Epoch 1597 | loss: 0.0311862 | val_loss: 0.0311881 | Time: 1560.7 ms [2021-10-06 14:50:48 main:581] : INFO : Epoch 1598 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 1449.65 ms [2021-10-06 14:50:50 main:581] : INFO : Epoch 1599 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 1441.61 ms [2021-10-06 14:50:51 main:581] : INFO : Epoch 1600 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1451.73 ms [2021-10-06 14:50:52 main:581] : INFO : Epoch 1601 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 1455.58 ms [2021-10-06 14:50:54 main:581] : INFO : Epoch 1602 | loss: 0.031185 | val_loss: 0.031184 | Time: 1451.71 ms [2021-10-06 14:50:55 main:581] : INFO : Epoch 1603 | loss: 0.0311838 | val_loss: 0.031187 | Time: 1434.49 ms [2021-10-06 14:50:57 main:581] : INFO : Epoch 1604 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 1444.95 ms [2021-10-06 14:50:58 main:581] : INFO : Epoch 1605 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 1451 ms [2021-10-06 14:51:00 main:581] : INFO : Epoch 1606 | loss: 0.0311834 | val_loss: 0.0311932 | Time: 1442.76 ms [2021-10-06 14:51:01 main:581] : INFO : Epoch 1607 | loss: 0.0311871 | val_loss: 0.0311849 | Time: 1459.28 ms [2021-10-06 14:51:03 main:581] : INFO : Epoch 1608 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1450.5 ms [2021-10-06 14:51:04 main:581] : INFO : Epoch 1609 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 1450.35 ms [2021-10-06 14:51:06 main:581] : INFO : Epoch 1610 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 1461.22 ms [2021-10-06 14:51:07 main:581] : INFO : Epoch 1611 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 1471.75 ms [2021-10-06 14:51:08 main:581] : INFO : Epoch 1612 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 1413.35 ms [2021-10-06 14:51:10 main:581] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 1471.38 ms [2021-10-06 14:51:11 main:581] : INFO : Epoch 1614 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1448.35 ms [2021-10-06 14:51:13 main:581] : INFO : Epoch 1615 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 1457.99 ms [2021-10-06 14:51:14 main:581] : INFO : Epoch 1616 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 1441.28 ms [2021-10-06 14:51:16 main:581] : INFO : Epoch 1617 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 1442.28 ms [2021-10-06 14:51:17 main:581] : INFO : Epoch 1618 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 1431.99 ms [2021-10-06 14:51:19 main:581] : INFO : Epoch 1619 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1482.9 ms [2021-10-06 14:51:20 main:581] : INFO : Epoch 1620 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 1444.16 ms [2021-10-06 14:51:21 main:581] : INFO : Epoch 1621 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 1454.86 ms [2021-10-06 14:51:23 main:581] : INFO : Epoch 1622 | loss: 0.0311822 | val_loss: 0.031193 | Time: 1438.29 ms [2021-10-06 14:51:24 main:581] : INFO : Epoch 1623 | loss: 0.0311865 | val_loss: 0.0311844 | Time: 1465.85 ms [2021-10-06 14:51:26 main:581] : INFO : Epoch 1624 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1484.47 ms [2021-10-06 14:51:27 main:581] : INFO : Epoch 1625 | loss: 0.0311816 | val_loss: 0.0311906 | Time: 1458.97 ms [2021-10-06 14:51:29 main:581] : INFO : Epoch 1626 | loss: 0.0311839 | val_loss: 0.0311878 | Time: 1422.46 ms [2021-10-06 14:51:30 main:581] : INFO : Epoch 1627 | loss: 0.0311812 | val_loss: 0.0311847 | Time: 1505.99 ms [2021-10-06 14:51:32 main:581] : INFO : Epoch 1628 | loss: 0.0311805 | val_loss: 0.03119 | Time: 1471.97 ms [2021-10-06 14:51:33 main:581] : INFO : Epoch 1629 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 1445.56 ms [2021-10-06 14:51:35 main:581] : INFO : Epoch 1630 | loss: 0.031187 | val_loss: 0.0311904 | Time: 1554.73 ms [2021-10-06 14:51:36 main:581] : INFO : Epoch 1631 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1625.03 ms [2021-10-06 14:51:38 main:581] : INFO : Epoch 1632 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 1447.6 ms [2021-10-06 14:51:39 main:581] : INFO : Epoch 1633 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 1446.01 ms [2021-10-06 14:51:41 main:581] : INFO : Epoch 1634 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 1449.41 ms [2021-10-06 14:51:42 main:581] : INFO : Epoch 1635 | loss: 0.0311792 | val_loss: 0.031184 | Time: 1442.51 ms [2021-10-06 14:51:44 main:581] : INFO : Epoch 1636 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 1486.86 ms [2021-10-06 14:51:45 main:581] : INFO : Epoch 1637 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1471.36 ms [2021-10-06 14:51:47 main:581] : INFO : Epoch 1638 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 1478.75 ms [2021-10-06 14:51:48 main:581] : INFO : Epoch 1639 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 1466.19 ms [2021-10-06 14:51:50 main:581] : INFO : Epoch 1640 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 1457.69 ms [2021-10-06 14:51:51 main:581] : INFO : Epoch 1641 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 1481.95 ms [2021-10-06 14:51:52 main:581] : INFO : Epoch 1642 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1465.81 ms [2021-10-06 14:51:54 main:581] : INFO : Epoch 1643 | loss: 0.03118 | val_loss: 0.0311858 | Time: 1456.34 ms [2021-10-06 14:51:55 main:581] : INFO : Epoch 1644 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 1467.71 ms [2021-10-06 14:51:57 main:581] : INFO : Epoch 1645 | loss: 0.0311777 | val_loss: 0.0311852 | Time: 1466.35 ms [2021-10-06 14:51:58 main:581] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.031184 | Time: 1469.04 ms [2021-10-06 14:52:00 main:581] : INFO : Epoch 1647 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1531.41 ms [2021-10-06 14:52:01 main:581] : INFO : Epoch 1648 | loss: 0.0311777 | val_loss: 0.0311853 | Time: 1464.02 ms [2021-10-06 14:52:03 main:581] : INFO : Epoch 1649 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1436.68 ms [2021-10-06 14:52:04 main:581] : INFO : Epoch 1650 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 1458.39 ms [2021-10-06 14:52:06 main:581] : INFO : Epoch 1651 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 1448.31 ms [2021-10-06 14:52:07 main:581] : INFO : Epoch 1652 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1451.57 ms [2021-10-06 14:52:09 main:581] : INFO : Epoch 1653 | loss: 0.0311774 | val_loss: 0.0311868 | Time: 1455.57 ms [2021-10-06 14:52:10 main:581] : INFO : Epoch 1654 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1452.02 ms [2021-10-06 14:52:12 main:581] : INFO : Epoch 1655 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 1524.44 ms [2021-10-06 14:52:13 main:581] : INFO : Epoch 1656 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1477.49 ms [2021-10-06 14:52:14 main:581] : INFO : Epoch 1657 | loss: 0.0311799 | val_loss: 0.0311871 | Time: 1450.58 ms [2021-10-06 14:52:16 main:581] : INFO : Epoch 1658 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1440.19 ms [2021-10-06 14:52:17 main:581] : INFO : Epoch 1659 | loss: 0.0311774 | val_loss: 0.0311883 | Time: 1447.77 ms [2021-10-06 14:52:19 main:581] : INFO : Epoch 1660 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 1451.07 ms [2021-10-06 14:52:20 main:581] : INFO : Epoch 1661 | loss: 0.0311771 | val_loss: 0.031185 | Time: 1459.28 ms [2021-10-06 14:52:22 main:581] : INFO : Epoch 1662 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 1449.19 ms [2021-10-06 14:52:23 main:581] : INFO : Epoch 1663 | loss: 0.0311779 | val_loss: 0.0311873 | Time: 1443.91 ms [2021-10-06 14:52:25 main:581] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 1449.12 ms [2021-10-06 14:52:26 main:581] : INFO : Epoch 1665 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 1462 ms [2021-10-06 14:52:28 main:581] : INFO : Epoch 1666 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 1459.88 ms [2021-10-06 14:52:29 main:581] : INFO : Epoch 1667 | loss: 0.0311779 | val_loss: 0.0311925 | Time: 1444.56 ms [2021-10-06 14:52:30 main:581] : INFO : Epoch 1668 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 1441.22 ms [2021-10-06 14:52:32 main:581] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 1446.98 ms [2021-10-06 14:52:33 main:581] : INFO : Epoch 1670 | loss: 0.0311776 | val_loss: 0.031187 | Time: 1434.22 ms [2021-10-06 14:52:35 main:581] : INFO : Epoch 1671 | loss: 0.031178 | val_loss: 0.0311869 | Time: 1449.99 ms [2021-10-06 14:52:36 main:581] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.031193 | Time: 1451.63 ms [2021-10-06 14:52:38 main:581] : INFO : Epoch 1673 | loss: 0.0311786 | val_loss: 0.0311865 | Time: 1435.74 ms [2021-10-06 14:52:39 main:581] : INFO : Epoch 1674 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 1430.85 ms [2021-10-06 14:52:41 main:581] : INFO : Epoch 1675 | loss: 0.0311763 | val_loss: 0.0311892 | Time: 1443.2 ms [2021-10-06 14:52:42 main:581] : INFO : Epoch 1676 | loss: 0.031176 | val_loss: 0.0311894 | Time: 1442.13 ms [2021-10-06 14:52:43 main:581] : INFO : Epoch 1677 | loss: 0.0311759 | val_loss: 0.031185 | Time: 1491.86 ms [2021-10-06 14:52:45 main:581] : INFO : Epoch 1678 | loss: 0.0311751 | val_loss: 0.0311939 | Time: 1466.35 ms [2021-10-06 14:52:46 main:581] : INFO : Epoch 1679 | loss: 0.0311766 | val_loss: 0.0311879 | Time: 1460.67 ms [2021-10-06 14:52:48 main:581] : INFO : Epoch 1680 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 1466.85 ms [2021-10-06 14:52:49 main:581] : INFO : Epoch 1681 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1463.17 ms [2021-10-06 14:52:51 main:581] : INFO : Epoch 1682 | loss: 0.0311752 | val_loss: 0.0311884 | Time: 1437.86 ms [2021-10-06 14:52:52 main:581] : INFO : Epoch 1683 | loss: 0.0311742 | val_loss: 0.031186 | Time: 1484.49 ms [2021-10-06 14:52:54 main:581] : INFO : Epoch 1684 | loss: 0.0311739 | val_loss: 0.031188 | Time: 1486.73 ms [2021-10-06 14:52:55 main:581] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.0311955 | Time: 1458.79 ms [2021-10-06 14:52:57 main:581] : INFO : Epoch 1686 | loss: 0.0311761 | val_loss: 0.0311895 | Time: 1442.61 ms [2021-10-06 14:52:58 main:581] : INFO : Epoch 1687 | loss: 0.0311756 | val_loss: 0.0311897 | Time: 1440.76 ms [2021-10-06 14:53:00 main:581] : INFO : Epoch 1688 | loss: 0.0311754 | val_loss: 0.0311946 | Time: 1470.05 ms [2021-10-06 14:53:01 main:581] : INFO : Epoch 1689 | loss: 0.0311735 | val_loss: 0.0311925 | Time: 1468.55 ms [2021-10-06 14:53:02 main:581] : INFO : Epoch 1690 | loss: 0.0311739 | val_loss: 0.0311907 | Time: 1455.18 ms [2021-10-06 14:53:04 main:581] : INFO : Epoch 1691 | loss: 0.0311757 | val_loss: 0.0311895 | Time: 1442.4 ms [2021-10-06 14:53:05 main:581] : INFO : Epoch 1692 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 1436.52 ms [2021-10-06 14:53:07 main:581] : INFO : Epoch 1693 | loss: 0.0311748 | val_loss: 0.0311898 | Time: 1484.72 ms [2021-10-06 14:53:08 main:581] : INFO : Epoch 1694 | loss: 0.0311755 | val_loss: 0.0311908 | Time: 1467.94 ms [2021-10-06 14:53:10 main:581] : INFO : Epoch 1695 | loss: 0.0311764 | val_loss: 0.0311943 | Time: 1466.15 ms [2021-10-06 14:53:11 main:581] : INFO : Epoch 1696 | loss: 0.0311766 | val_loss: 0.0311849 | Time: 1461.53 ms [2021-10-06 14:53:13 main:581] : INFO : Epoch 1697 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 1446.54 ms [2021-10-06 14:53:14 main:581] : INFO : Epoch 1698 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 1461.51 ms [2021-10-06 14:53:16 main:581] : INFO : Epoch 1699 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 1468.37 ms [2021-10-06 14:53:17 main:581] : INFO : Epoch 1700 | loss: 0.0311741 | val_loss: 0.0311851 | Time: 1457 ms [2021-10-06 14:53:19 main:581] : INFO : Epoch 1701 | loss: 0.0311754 | val_loss: 0.0311951 | Time: 1446.65 ms [2021-10-06 14:53:20 main:581] : INFO : Epoch 1702 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 1476.35 ms [2021-10-06 14:53:21 main:581] : INFO : Epoch 1703 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1456.95 ms [2021-10-06 14:53:23 main:581] : INFO : Epoch 1704 | loss: 0.031176 | val_loss: 0.0311843 | Time: 1450.65 ms [2021-10-06 14:53:24 main:581] : INFO : Epoch 1705 | loss: 0.0311737 | val_loss: 0.031185 | Time: 1462.33 ms [2021-10-06 14:53:26 main:581] : INFO : Epoch 1706 | loss: 0.0311738 | val_loss: 0.0311887 | Time: 1449.18 ms [2021-10-06 14:53:27 main:581] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 1445.2 ms [2021-10-06 14:53:29 main:581] : INFO : Epoch 1708 | loss: 0.031175 | val_loss: 0.0311843 | Time: 1443.86 ms [2021-10-06 14:53:30 main:581] : INFO : Epoch 1709 | loss: 0.0311743 | val_loss: 0.0311855 | Time: 1454.38 ms [2021-10-06 14:53:32 main:581] : INFO : Epoch 1710 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 1450.88 ms [2021-10-06 14:53:33 main:581] : INFO : Epoch 1711 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 1433.89 ms [2021-10-06 14:53:35 main:581] : INFO : Epoch 1712 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 1471.21 ms [2021-10-06 14:53:36 main:581] : INFO : Epoch 1713 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 1463.32 ms [2021-10-06 14:53:37 main:581] : INFO : Epoch 1714 | loss: 0.0311721 | val_loss: 0.0311851 | Time: 1457.69 ms [2021-10-06 14:53:39 main:581] : INFO : Epoch 1715 | loss: 0.0311717 | val_loss: 0.031186 | Time: 1475.93 ms [2021-10-06 14:53:40 main:581] : INFO : Epoch 1716 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 1464.55 ms [2021-10-06 14:53:42 main:581] : INFO : Epoch 1717 | loss: 0.0311727 | val_loss: 0.031184 | Time: 1481.57 ms [2021-10-06 14:53:43 main:581] : INFO : Epoch 1718 | loss: 0.031173 | val_loss: 0.0311844 | Time: 1442.11 ms [2021-10-06 14:53:45 main:581] : INFO : Epoch 1719 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 1442.7 ms [2021-10-06 14:53:46 main:581] : INFO : Epoch 1720 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 1457.94 ms [2021-10-06 14:53:48 main:581] : INFO : Epoch 1721 | loss: 0.0311717 | val_loss: 0.0311923 | Time: 1465.1 ms [2021-10-06 14:53:49 main:581] : INFO : Epoch 1722 | loss: 0.031174 | val_loss: 0.0311856 | Time: 1452.47 ms [2021-10-06 14:53:51 main:581] : INFO : Epoch 1723 | loss: 0.031171 | val_loss: 0.0311836 | Time: 1472.84 ms [2021-10-06 14:53:52 main:581] : INFO : Epoch 1724 | loss: 0.0311748 | val_loss: 0.0311924 | Time: 1453.62 ms [2021-10-06 14:53:54 main:581] : INFO : Epoch 1725 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 1456.63 ms [2021-10-06 14:53:55 main:581] : INFO : Epoch 1726 | loss: 0.0311721 | val_loss: 0.0311858 | Time: 1450.98 ms [2021-10-06 14:53:56 main:581] : INFO : Epoch 1727 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 1464.3 ms [2021-10-06 14:53:58 main:581] : INFO : Epoch 1728 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 1486.28 ms [2021-10-06 14:53:59 main:581] : INFO : Epoch 1729 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 1461.84 ms [2021-10-06 14:54:01 main:581] : INFO : Epoch 1730 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 1461.09 ms [2021-10-06 14:54:02 main:581] : INFO : Epoch 1731 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 1465.47 ms [2021-10-06 14:54:04 main:581] : INFO : Epoch 1732 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 1437.5 ms [2021-10-06 14:54:05 main:581] : INFO : Epoch 1733 | loss: 0.031171 | val_loss: 0.0311842 | Time: 1446.55 ms [2021-10-06 14:54:07 main:581] : INFO : Epoch 1734 | loss: 0.0311701 | val_loss: 0.031184 | Time: 1453.61 ms [2021-10-06 14:54:08 main:581] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311849 | Time: 1441.47 ms [2021-10-06 14:54:10 main:581] : INFO : Epoch 1736 | loss: 0.0311775 | val_loss: 0.0312007 | Time: 1452.07 ms [2021-10-06 14:54:11 main:581] : INFO : Epoch 1737 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 1445.88 ms [2021-10-06 14:54:12 main:581] : INFO : Epoch 1738 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1445.82 ms [2021-10-06 14:54:14 main:581] : INFO : Epoch 1739 | loss: 0.0311787 | val_loss: 0.0311882 | Time: 1450.53 ms [2021-10-06 14:54:15 main:581] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.031188 | Time: 1464.9 ms [2021-10-06 14:54:17 main:581] : INFO : Epoch 1741 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 1463.7 ms [2021-10-06 14:54:18 main:581] : INFO : Epoch 1742 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 1452.82 ms [2021-10-06 14:54:20 main:581] : INFO : Epoch 1743 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 1457.11 ms [2021-10-06 14:54:21 main:581] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311826 | Time: 1427.6 ms [2021-10-06 14:54:23 main:581] : INFO : Epoch 1745 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 1427.2 ms [2021-10-06 14:54:24 main:581] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311879 | Time: 1454.33 ms [2021-10-06 14:54:25 main:581] : INFO : Epoch 1747 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 1434.3 ms [2021-10-06 14:54:27 main:581] : INFO : Epoch 1748 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 1442.87 ms [2021-10-06 14:54:28 main:581] : INFO : Epoch 1749 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1433.56 ms [2021-10-06 14:54:30 main:581] : INFO : Epoch 1750 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 1454 ms [2021-10-06 14:54:31 main:581] : INFO : Epoch 1751 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 1450.62 ms [2021-10-06 14:54:33 main:581] : INFO : Epoch 1752 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 1437.38 ms [2021-10-06 14:54:34 main:581] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1475.75 ms [2021-10-06 14:54:36 main:581] : INFO : Epoch 1754 | loss: 0.031172 | val_loss: 0.0311812 | Time: 1439.86 ms [2021-10-06 14:54:37 main:581] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.031188 | Time: 1453.73 ms [2021-10-06 14:54:38 main:581] : INFO : Epoch 1756 | loss: 0.0311784 | val_loss: 0.0311901 | Time: 1450.19 ms [2021-10-06 14:54:40 main:581] : INFO : Epoch 1757 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 1440.44 ms [2021-10-06 14:54:41 main:581] : INFO : Epoch 1758 | loss: 0.0311749 | val_loss: 0.0311898 | Time: 1446.51 ms [2021-10-06 14:54:43 main:581] : INFO : Epoch 1759 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1466.86 ms [2021-10-06 14:54:44 main:581] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311873 | Time: 1438.58 ms [2021-10-06 14:54:46 main:581] : INFO : Epoch 1761 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 1480.56 ms [2021-10-06 14:54:47 main:581] : INFO : Epoch 1762 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 1480.6 ms [2021-10-06 14:54:49 main:581] : INFO : Epoch 1763 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 1451.55 ms [2021-10-06 14:54:50 main:581] : INFO : Epoch 1764 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 1445.51 ms [2021-10-06 14:54:52 main:581] : INFO : Epoch 1765 | loss: 0.0311713 | val_loss: 0.031184 | Time: 1442.04 ms [2021-10-06 14:54:53 main:581] : INFO : Epoch 1766 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 1466.11 ms [2021-10-06 14:54:55 main:581] : INFO : Epoch 1767 | loss: 0.0311712 | val_loss: 0.0311879 | Time: 1455.73 ms [2021-10-06 14:54:56 main:581] : INFO : Epoch 1768 | loss: 0.0311709 | val_loss: 0.0311837 | Time: 1471.09 ms [2021-10-06 14:54:57 main:581] : INFO : Epoch 1769 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 1458.24 ms [2021-10-06 14:54:59 main:581] : INFO : Epoch 1770 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 1462.5 ms [2021-10-06 14:55:00 main:581] : INFO : Epoch 1771 | loss: 0.031171 | val_loss: 0.0311826 | Time: 1430.89 ms [2021-10-06 14:55:02 main:581] : INFO : Epoch 1772 | loss: 0.0311715 | val_loss: 0.031183 | Time: 1443.57 ms [2021-10-06 14:55:03 main:581] : INFO : Epoch 1773 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 1469.15 ms [2021-10-06 14:55:05 main:581] : INFO : Epoch 1774 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 1478.06 ms [2021-10-06 14:55:06 main:581] : INFO : Epoch 1775 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 1438.16 ms [2021-10-06 14:55:08 main:581] : INFO : Epoch 1776 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 1471.66 ms [2021-10-06 14:55:09 main:581] : INFO : Epoch 1777 | loss: 0.0311692 | val_loss: 0.0311866 | Time: 1480.27 ms [2021-10-06 14:55:11 main:581] : INFO : Epoch 1778 | loss: 0.0311689 | val_loss: 0.031183 | Time: 1484.4 ms [2021-10-06 14:55:12 main:581] : INFO : Epoch 1779 | loss: 0.0311706 | val_loss: 0.0311884 | Time: 1453.23 ms [2021-10-06 14:55:14 main:581] : INFO : Epoch 1780 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 1464.24 ms [2021-10-06 14:55:15 main:581] : INFO : Epoch 1781 | loss: 0.0311696 | val_loss: 0.0311875 | Time: 1438.68 ms [2021-10-06 14:55:16 main:581] : INFO : Epoch 1782 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 1454.15 ms [2021-10-06 14:55:18 main:581] : INFO : Epoch 1783 | loss: 0.0311696 | val_loss: 0.0311863 | Time: 1437.59 ms [2021-10-06 14:55:19 main:581] : INFO : Epoch 1784 | loss: 0.0311686 | val_loss: 0.0311841 | Time: 1471.77 ms [2021-10-06 14:55:21 main:581] : INFO : Epoch 1785 | loss: 0.0311684 | val_loss: 0.0311887 | Time: 1452.42 ms [2021-10-06 14:55:22 main:581] : INFO : Epoch 1786 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 1442.82 ms [2021-10-06 14:55:24 main:581] : INFO : Epoch 1787 | loss: 0.0311707 | val_loss: 0.0311845 | Time: 1446.34 ms [2021-10-06 14:55:25 main:581] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311838 | Time: 1483.03 ms [2021-10-06 14:55:27 main:581] : INFO : Epoch 1789 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1461.5 ms [2021-10-06 14:55:28 main:581] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1473.4 ms [2021-10-06 14:55:30 main:581] : INFO : Epoch 1791 | loss: 0.0311674 | val_loss: 0.0311825 | Time: 1466.44 ms [2021-10-06 14:55:31 main:581] : INFO : Epoch 1792 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 1483.08 ms [2021-10-06 14:55:32 main:581] : INFO : Epoch 1793 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1444.57 ms [2021-10-06 14:55:34 main:581] : INFO : Epoch 1794 | loss: 0.0311702 | val_loss: 0.0311843 | Time: 1433.47 ms [2021-10-06 14:55:35 main:581] : INFO : Epoch 1795 | loss: 0.031167 | val_loss: 0.0311848 | Time: 1460.38 ms [2021-10-06 14:55:37 main:581] : INFO : Epoch 1796 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 1422.18 ms [2021-10-06 14:55:38 main:581] : INFO : Epoch 1797 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 1467.44 ms [2021-10-06 14:55:40 main:581] : INFO : Epoch 1798 | loss: 0.0311715 | val_loss: 0.0311951 | Time: 1417.26 ms [2021-10-06 14:55:41 main:581] : INFO : Epoch 1799 | loss: 0.0311717 | val_loss: 0.0311821 | Time: 1453.72 ms [2021-10-06 14:55:43 main:581] : INFO : Epoch 1800 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 1449.94 ms [2021-10-06 14:55:44 main:581] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 1461.63 ms [2021-10-06 14:55:46 main:581] : INFO : Epoch 1802 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1485.65 ms [2021-10-06 14:55:47 main:581] : INFO : Epoch 1803 | loss: 0.0311707 | val_loss: 0.0311896 | Time: 1456.46 ms [2021-10-06 14:55:48 main:581] : INFO : Epoch 1804 | loss: 0.0311699 | val_loss: 0.0311843 | Time: 1458.49 ms [2021-10-06 14:55:50 main:581] : INFO : Epoch 1805 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 1451.28 ms [2021-10-06 14:55:51 main:581] : INFO : Epoch 1806 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 1449.57 ms [2021-10-06 14:55:53 main:581] : INFO : Epoch 1807 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1445.09 ms [2021-10-06 14:55:54 main:581] : INFO : Epoch 1808 | loss: 0.031168 | val_loss: 0.0311817 | Time: 1452.59 ms [2021-10-06 14:55:56 main:581] : INFO : Epoch 1809 | loss: 0.0311671 | val_loss: 0.0311831 | Time: 1477.82 ms [2021-10-06 14:55:57 main:581] : INFO : Epoch 1810 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 1447.33 ms [2021-10-06 14:55:59 main:581] : INFO : Epoch 1811 | loss: 0.0311689 | val_loss: 0.0311854 | Time: 1446.66 ms [2021-10-06 14:56:00 main:581] : INFO : Epoch 1812 | loss: 0.0311689 | val_loss: 0.0311837 | Time: 1477.05 ms [2021-10-06 14:56:02 main:581] : INFO : Epoch 1813 | loss: 0.031168 | val_loss: 0.0311806 | Time: 1447.46 ms [2021-10-06 14:56:03 main:581] : INFO : Epoch 1814 | loss: 0.0311812 | val_loss: 0.0311987 | Time: 1457.65 ms [2021-10-06 14:56:04 main:581] : INFO : Epoch 1815 | loss: 0.0311941 | val_loss: 0.0311875 | Time: 1493.7 ms [2021-10-06 14:56:06 main:581] : INFO : Epoch 1816 | loss: 0.0311966 | val_loss: 0.0312095 | Time: 1449.4 ms [2021-10-06 14:56:07 main:581] : INFO : Epoch 1817 | loss: 0.0312194 | val_loss: 0.031219 | Time: 1465.27 ms [2021-10-06 14:56:09 main:581] : INFO : Epoch 1818 | loss: 0.0312202 | val_loss: 0.031211 | Time: 1432.37 ms [2021-10-06 14:56:10 main:581] : INFO : Epoch 1819 | loss: 0.0312147 | val_loss: 0.0312085 | Time: 1451.51 ms [2021-10-06 14:56:12 main:581] : INFO : Epoch 1820 | loss: 0.0312101 | val_loss: 0.0312046 | Time: 1460.05 ms [2021-10-06 14:56:13 main:581] : INFO : Epoch 1821 | loss: 0.0312041 | val_loss: 0.0311991 | Time: 1447.73 ms [2021-10-06 14:56:15 main:581] : INFO : Epoch 1822 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 1450.44 ms [2021-10-06 14:56:16 main:581] : INFO : Epoch 1823 | loss: 0.0311998 | val_loss: 0.0311994 | Time: 1432.77 ms [2021-10-06 14:56:18 main:581] : INFO : Epoch 1824 | loss: 0.0311983 | val_loss: 0.0311932 | Time: 1495.63 ms [2021-10-06 14:56:19 main:581] : INFO : Epoch 1825 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 1597.66 ms [2021-10-06 14:56:21 main:581] : INFO : Epoch 1826 | loss: 0.0311979 | val_loss: 0.0311953 | Time: 1451.22 ms [2021-10-06 14:56:22 main:581] : INFO : Epoch 1827 | loss: 0.0311973 | val_loss: 0.0311918 | Time: 1451.57 ms [2021-10-06 14:56:24 main:581] : INFO : Epoch 1828 | loss: 0.0311966 | val_loss: 0.0311968 | Time: 1450.36 ms [2021-10-06 14:56:25 main:581] : INFO : Epoch 1829 | loss: 0.0311993 | val_loss: 0.0312072 | Time: 1473.08 ms [2021-10-06 14:56:26 main:581] : INFO : Epoch 1830 | loss: 0.0312012 | val_loss: 0.0311911 | Time: 1457.97 ms [2021-10-06 14:56:28 main:581] : INFO : Epoch 1831 | loss: 0.0311949 | val_loss: 0.0311918 | Time: 1473.05 ms [2021-10-06 14:56:29 main:581] : INFO : Epoch 1832 | loss: 0.0311959 | val_loss: 0.0311914 | Time: 1466.58 ms [2021-10-06 14:56:31 main:581] : INFO : Epoch 1833 | loss: 0.0311985 | val_loss: 0.0311938 | Time: 1453.67 ms [2021-10-06 14:56:32 main:581] : INFO : Epoch 1834 | loss: 0.0311959 | val_loss: 0.0311908 | Time: 1430.41 ms [2021-10-06 14:56:34 main:581] : INFO : Epoch 1835 | loss: 0.0311937 | val_loss: 0.0312017 | Time: 1460.78 ms [2021-10-06 14:56:35 main:581] : INFO : Epoch 1836 | loss: 0.0311972 | val_loss: 0.0311925 | Time: 1453.32 ms [2021-10-06 14:56:37 main:581] : INFO : Epoch 1837 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 1500.82 ms [2021-10-06 14:56:38 main:581] : INFO : Epoch 1838 | loss: 0.0311937 | val_loss: 0.0311899 | Time: 1496.37 ms [2021-10-06 14:56:40 main:581] : INFO : Epoch 1839 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 1467.52 ms [2021-10-06 14:56:41 main:581] : INFO : Epoch 1840 | loss: 0.0311945 | val_loss: 0.0311929 | Time: 1479.39 ms [2021-10-06 14:56:43 main:581] : INFO : Epoch 1841 | loss: 0.0311937 | val_loss: 0.0311896 | Time: 1448.19 ms [2021-10-06 14:56:44 main:581] : INFO : Epoch 1842 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 1430.49 ms [2021-10-06 14:56:45 main:581] : INFO : Epoch 1843 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 1439.5 ms [2021-10-06 14:56:47 main:581] : INFO : Epoch 1844 | loss: 0.031196 | val_loss: 0.0311891 | Time: 1448.48 ms [2021-10-06 14:56:48 main:581] : INFO : Epoch 1845 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 1432.63 ms [2021-10-06 14:56:50 main:581] : INFO : Epoch 1846 | loss: 0.0311943 | val_loss: 0.031189 | Time: 1464.81 ms [2021-10-06 14:56:51 main:581] : INFO : Epoch 1847 | loss: 0.0311925 | val_loss: 0.031189 | Time: 1427.88 ms [2021-10-06 14:56:53 main:581] : INFO : Epoch 1848 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 1467.61 ms [2021-10-06 14:56:54 main:581] : INFO : Epoch 1849 | loss: 0.0311923 | val_loss: 0.0311885 | Time: 1460.85 ms [2021-10-06 14:56:56 main:581] : INFO : Epoch 1850 | loss: 0.0311942 | val_loss: 0.0311901 | Time: 1467.36 ms [2021-10-06 14:56:57 main:581] : INFO : Epoch 1851 | loss: 0.0311932 | val_loss: 0.0311888 | Time: 1459.68 ms [2021-10-06 14:56:59 main:581] : INFO : Epoch 1852 | loss: 0.0311929 | val_loss: 0.0311894 | Time: 1464.03 ms [2021-10-06 14:57:00 main:581] : INFO : Epoch 1853 | loss: 0.0311921 | val_loss: 0.0311886 | Time: 1519.49 ms [2021-10-06 14:57:02 main:581] : INFO : Epoch 1854 | loss: 0.0311935 | val_loss: 0.0311892 | Time: 1480.92 ms [2021-10-06 14:57:03 main:581] : INFO : Epoch 1855 | loss: 0.0311919 | val_loss: 0.0311888 | Time: 1502.41 ms [2021-10-06 14:57:05 main:581] : INFO : Epoch 1856 | loss: 0.0311938 | val_loss: 0.031191 | Time: 1500.78 ms [2021-10-06 14:57:06 main:581] : INFO : Epoch 1857 | loss: 0.031192 | val_loss: 0.0311882 | Time: 1476.22 ms [2021-10-06 14:57:08 main:581] : INFO : Epoch 1858 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1468.03 ms [2021-10-06 14:57:09 main:581] : INFO : Epoch 1859 | loss: 0.0311948 | val_loss: 0.0311919 | Time: 1447.02 ms [2021-10-06 14:57:10 main:581] : INFO : Epoch 1860 | loss: 0.031193 | val_loss: 0.0311915 | Time: 1471.36 ms [2021-10-06 14:57:12 main:581] : INFO : Epoch 1861 | loss: 0.0311927 | val_loss: 0.0311882 | Time: 1478.11 ms [2021-10-06 14:57:13 main:581] : INFO : Epoch 1862 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 1450.13 ms [2021-10-06 14:57:15 main:581] : INFO : Epoch 1863 | loss: 0.0311932 | val_loss: 0.031189 | Time: 1451.26 ms [2021-10-06 14:57:16 main:581] : INFO : Epoch 1864 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 1467.36 ms [2021-10-06 14:57:18 main:581] : INFO : Epoch 1865 | loss: 0.0311921 | val_loss: 0.0311897 | Time: 1462.82 ms [2021-10-06 14:57:19 main:581] : INFO : Epoch 1866 | loss: 0.0311921 | val_loss: 0.031188 | Time: 1478.92 ms [2021-10-06 14:57:21 main:581] : INFO : Epoch 1867 | loss: 0.0311912 | val_loss: 0.0311878 | Time: 1479.51 ms [2021-10-06 14:57:22 main:581] : INFO : Epoch 1868 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 1467.63 ms [2021-10-06 14:57:24 main:581] : INFO : Epoch 1869 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 1474.41 ms [2021-10-06 14:57:25 main:581] : INFO : Epoch 1870 | loss: 0.0311944 | val_loss: 0.0311888 | Time: 1488.45 ms [2021-10-06 14:57:27 main:581] : INFO : Epoch 1871 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 1477.85 ms [2021-10-06 14:57:28 main:581] : INFO : Epoch 1872 | loss: 0.0311916 | val_loss: 0.0311888 | Time: 1454.86 ms [2021-10-06 14:57:30 main:581] : INFO : Epoch 1873 | loss: 0.0311921 | val_loss: 0.0311871 | Time: 1462.39 ms [2021-10-06 14:57:31 main:581] : INFO : Epoch 1874 | loss: 0.0311932 | val_loss: 0.0311893 | Time: 1500.7 ms [2021-10-06 14:57:32 main:581] : INFO : Epoch 1875 | loss: 0.0311933 | val_loss: 0.0311909 | Time: 1426.12 ms [2021-10-06 14:57:34 main:581] : INFO : Epoch 1876 | loss: 0.0311909 | val_loss: 0.0311871 | Time: 1504.71 ms [2021-10-06 14:57:35 main:581] : INFO : Epoch 1877 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 1482.85 ms [2021-10-06 14:57:37 main:581] : INFO : Epoch 1878 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 1461.43 ms [2021-10-06 14:57:38 main:581] : INFO : Epoch 1879 | loss: 0.0311922 | val_loss: 0.0311886 | Time: 1518.26 ms [2021-10-06 14:57:40 main:581] : INFO : Epoch 1880 | loss: 0.031191 | val_loss: 0.0311879 | Time: 1542.19 ms [2021-10-06 14:57:41 main:581] : INFO : Epoch 1881 | loss: 0.0311923 | val_loss: 0.0311882 | Time: 1473.16 ms [2021-10-06 14:57:43 main:581] : INFO : Epoch 1882 | loss: 0.0311906 | val_loss: 0.0311882 | Time: 1476.03 ms [2021-10-06 14:57:44 main:581] : INFO : Epoch 1883 | loss: 0.0311915 | val_loss: 0.0311882 | Time: 1528.4 ms [2021-10-06 14:57:46 main:581] : INFO : Epoch 1884 | loss: 0.031191 | val_loss: 0.0311892 | Time: 1461.96 ms [2021-10-06 14:57:47 main:581] : INFO : Epoch 1885 | loss: 0.0311911 | val_loss: 0.0311872 | Time: 1439.34 ms [2021-10-06 14:57:49 main:581] : INFO : Epoch 1886 | loss: 0.0311899 | val_loss: 0.0311867 | Time: 1467.2 ms [2021-10-06 14:57:50 main:581] : INFO : Epoch 1887 | loss: 0.0311899 | val_loss: 0.0311868 | Time: 1451.35 ms [2021-10-06 14:57:52 main:581] : INFO : Epoch 1888 | loss: 0.0311907 | val_loss: 0.0311861 | Time: 1434.1 ms [2021-10-06 14:57:53 main:581] : INFO : Epoch 1889 | loss: 0.0311904 | val_loss: 0.0311859 | Time: 1427.7 ms [2021-10-06 14:57:55 main:581] : INFO : Epoch 1890 | loss: 0.0311911 | val_loss: 0.0311858 | Time: 1419.85 ms [2021-10-06 14:57:56 main:581] : INFO : Epoch 1891 | loss: 0.0311903 | val_loss: 0.031187 | Time: 1469.16 ms [2021-10-06 14:57:57 main:581] : INFO : Epoch 1892 | loss: 0.0311897 | val_loss: 0.0311855 | Time: 1463.92 ms [2021-10-06 14:57:59 main:581] : INFO : Epoch 1893 | loss: 0.0311903 | val_loss: 0.0311864 | Time: 1500.92 ms [2021-10-06 14:58:01 main:581] : INFO : Epoch 1894 | loss: 0.0311895 | val_loss: 0.0311884 | Time: 1705.79 ms [2021-10-06 14:58:02 main:581] : INFO : Epoch 1895 | loss: 0.03119 | val_loss: 0.0311856 | Time: 1552.62 ms [2021-10-06 14:58:04 main:581] : INFO : Epoch 1896 | loss: 0.0311892 | val_loss: 0.0311856 | Time: 1454.14 ms [2021-10-06 14:58:05 main:581] : INFO : Epoch 1897 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 1468.38 ms [2021-10-06 14:58:07 main:581] : INFO : Epoch 1898 | loss: 0.0311902 | val_loss: 0.0311865 | Time: 1483.51 ms [2021-10-06 14:58:08 main:581] : INFO : Epoch 1899 | loss: 0.03119 | val_loss: 0.0311856 | Time: 1478.54 ms [2021-10-06 14:58:10 main:581] : INFO : Epoch 1900 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 1459.31 ms [2021-10-06 14:58:11 main:581] : INFO : Epoch 1901 | loss: 0.0311894 | val_loss: 0.0311861 | Time: 1469.75 ms [2021-10-06 14:58:12 main:581] : INFO : Epoch 1902 | loss: 0.0311884 | val_loss: 0.0311876 | Time: 1446.82 ms [2021-10-06 14:58:14 main:581] : INFO : Epoch 1903 | loss: 0.0311891 | val_loss: 0.031186 | Time: 1462.44 ms [2021-10-06 14:58:15 main:581] : INFO : Epoch 1904 | loss: 0.0311885 | val_loss: 0.0311857 | Time: 1435.51 ms [2021-10-06 14:58:17 main:581] : INFO : Epoch 1905 | loss: 0.03119 | val_loss: 0.0311866 | Time: 1405.09 ms [2021-10-06 14:58:18 main:581] : INFO : Epoch 1906 | loss: 0.0311899 | val_loss: 0.0311856 | Time: 1431.13 ms [2021-10-06 14:58:20 main:581] : INFO : Epoch 1907 | loss: 0.0311914 | val_loss: 0.0311857 | Time: 1422.97 ms [2021-10-06 14:58:21 main:581] : INFO : Epoch 1908 | loss: 0.0311945 | val_loss: 0.0311951 | Time: 1466.58 ms [2021-10-06 14:58:23 main:581] : INFO : Epoch 1909 | loss: 0.0311908 | val_loss: 0.031186 | Time: 1444.4 ms [2021-10-06 14:58:24 main:581] : INFO : Epoch 1910 | loss: 0.0311898 | val_loss: 0.0311856 | Time: 1451.77 ms [2021-10-06 14:58:25 main:581] : INFO : Epoch 1911 | loss: 0.0311884 | val_loss: 0.0311869 | Time: 1461.49 ms [2021-10-06 14:58:27 main:581] : INFO : Epoch 1912 | loss: 0.0311889 | val_loss: 0.0311892 | Time: 1472.14 ms [2021-10-06 14:58:28 main:581] : INFO : Epoch 1913 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 1458.82 ms [2021-10-06 14:58:30 main:581] : INFO : Epoch 1914 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 1443.88 ms [2021-10-06 14:58:31 main:581] : INFO : Epoch 1915 | loss: 0.0311901 | val_loss: 0.0311861 | Time: 1460.48 ms [2021-10-06 14:58:33 main:581] : INFO : Epoch 1916 | loss: 0.0311884 | val_loss: 0.0311865 | Time: 1475.74 ms [2021-10-06 14:58:34 main:581] : INFO : Epoch 1917 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 1472.36 ms [2021-10-06 14:58:36 main:581] : INFO : Epoch 1918 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 1474.53 ms [2021-10-06 14:58:37 main:581] : INFO : Epoch 1919 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 1439.19 ms [2021-10-06 14:58:39 main:581] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0311851 | Time: 1494.54 ms [2021-10-06 14:58:40 main:581] : INFO : Epoch 1921 | loss: 0.0311872 | val_loss: 0.031185 | Time: 1454.8 ms [2021-10-06 14:58:42 main:581] : INFO : Epoch 1922 | loss: 0.0311901 | val_loss: 0.0311909 | Time: 1479.33 ms [2021-10-06 14:58:43 main:581] : INFO : Epoch 1923 | loss: 0.0311898 | val_loss: 0.0311888 | Time: 1459.94 ms [2021-10-06 14:58:45 main:581] : INFO : Epoch 1924 | loss: 0.0311895 | val_loss: 0.0311849 | Time: 1453.69 ms [2021-10-06 14:58:46 main:581] : INFO : Epoch 1925 | loss: 0.0311877 | val_loss: 0.0311881 | Time: 1450.78 ms [2021-10-06 14:58:47 main:581] : INFO : Epoch 1926 | loss: 0.0311879 | val_loss: 0.0311863 | Time: 1456.31 ms [2021-10-06 14:58:49 main:581] : INFO : Epoch 1927 | loss: 0.0311876 | val_loss: 0.0311849 | Time: 1447.4 ms [2021-10-06 14:58:50 main:581] : INFO : Epoch 1928 | loss: 0.0311869 | val_loss: 0.0311851 | Time: 1468.01 ms [2021-10-06 14:58:52 main:581] : INFO : Epoch 1929 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 1438.97 ms [2021-10-06 14:58:53 main:581] : INFO : Epoch 1930 | loss: 0.0311876 | val_loss: 0.031185 | Time: 1459.05 ms [2021-10-06 14:58:55 main:581] : INFO : Epoch 1931 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 1440.84 ms [2021-10-06 14:58:56 main:581] : INFO : Epoch 1932 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 1457.6 ms [2021-10-06 14:58:58 main:581] : INFO : Epoch 1933 | loss: 0.0311891 | val_loss: 0.031188 | Time: 1475.96 ms [2021-10-06 14:58:59 main:581] : INFO : Epoch 1934 | loss: 0.0311875 | val_loss: 0.0311859 | Time: 1495.47 ms [2021-10-06 14:59:01 main:581] : INFO : Epoch 1935 | loss: 0.0311873 | val_loss: 0.0311846 | Time: 1495.02 ms [2021-10-06 14:59:02 main:581] : INFO : Epoch 1936 | loss: 0.031187 | val_loss: 0.0311847 | Time: 1452.45 ms [2021-10-06 14:59:04 main:581] : INFO : Epoch 1937 | loss: 0.0311866 | val_loss: 0.0311845 | Time: 1463.48 ms [2021-10-06 14:59:05 main:581] : INFO : Epoch 1938 | loss: 0.0311866 | val_loss: 0.0311855 | Time: 1454.55 ms [2021-10-06 14:59:06 main:581] : INFO : Epoch 1939 | loss: 0.0311867 | val_loss: 0.0311855 | Time: 1461.78 ms [2021-10-06 14:59:08 main:581] : INFO : Epoch 1940 | loss: 0.0311874 | val_loss: 0.0311846 | Time: 1472.83 ms [2021-10-06 14:59:09 main:581] : INFO : Epoch 1941 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 1462.61 ms [2021-10-06 14:59:11 main:581] : INFO : Epoch 1942 | loss: 0.0311879 | val_loss: 0.0311845 | Time: 1445.42 ms [2021-10-06 14:59:12 main:581] : INFO : Epoch 1943 | loss: 0.0311863 | val_loss: 0.0311854 | Time: 1445.39 ms [2021-10-06 14:59:14 main:581] : INFO : Epoch 1944 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 1428.47 ms [2021-10-06 14:59:15 main:581] : INFO : Epoch 1945 | loss: 0.0311897 | val_loss: 0.0311881 | Time: 1436.78 ms [2021-10-06 14:59:17 main:581] : INFO : Epoch 1946 | loss: 0.0311872 | val_loss: 0.0311851 | Time: 1456.15 ms [2021-10-06 14:59:18 main:581] : INFO : Epoch 1947 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 1468.09 ms [2021-10-06 14:59:19 main:581] : INFO : Epoch 1948 | loss: 0.0311867 | val_loss: 0.031185 | Time: 1426.35 ms [2021-10-06 14:59:21 main:581] : INFO : Epoch 1949 | loss: 0.0311883 | val_loss: 0.0311863 | Time: 1454.91 ms [2021-10-06 14:59:22 main:581] : INFO : Epoch 1950 | loss: 0.0311941 | val_loss: 0.031205 | Time: 1470.57 ms [2021-10-06 14:59:24 main:581] : INFO : Epoch 1951 | loss: 0.0311953 | val_loss: 0.0311857 | Time: 1440.7 ms [2021-10-06 14:59:25 main:581] : INFO : Epoch 1952 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 1444.42 ms [2021-10-06 14:59:27 main:581] : INFO : Epoch 1953 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 1474.54 ms [2021-10-06 14:59:28 main:581] : INFO : Epoch 1954 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 1434.27 ms [2021-10-06 14:59:30 main:581] : INFO : Epoch 1955 | loss: 0.031187 | val_loss: 0.0311847 | Time: 1465.61 ms [2021-10-06 14:59:31 main:581] : INFO : Epoch 1956 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 1440.21 ms [2021-10-06 14:59:33 main:581] : INFO : Epoch 1957 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1438.72 ms [2021-10-06 14:59:34 main:581] : INFO : Epoch 1958 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 1442.86 ms [2021-10-06 14:59:35 main:581] : INFO : Epoch 1959 | loss: 0.031186 | val_loss: 0.0311851 | Time: 1471.45 ms [2021-10-06 14:59:37 main:581] : INFO : Epoch 1960 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 1473.88 ms [2021-10-06 14:59:38 main:581] : INFO : Epoch 1961 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 1474.05 ms [2021-10-06 14:59:40 main:581] : INFO : Epoch 1962 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 1466.22 ms [2021-10-06 14:59:41 main:581] : INFO : Epoch 1963 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1429.4 ms [2021-10-06 14:59:43 main:581] : INFO : Epoch 1964 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 1461.4 ms [2021-10-06 14:59:44 main:581] : INFO : Epoch 1965 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1407.17 ms [2021-10-06 14:59:46 main:581] : INFO : Epoch 1966 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1442.34 ms [2021-10-06 14:59:47 main:581] : INFO : Epoch 1967 | loss: 0.031186 | val_loss: 0.0311871 | Time: 1424.2 ms [2021-10-06 14:59:48 main:581] : INFO : Epoch 1968 | loss: 0.0311896 | val_loss: 0.0311865 | Time: 1448.85 ms [2021-10-06 14:59:50 main:581] : INFO : Epoch 1969 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 1423.81 ms [2021-10-06 14:59:51 main:581] : INFO : Epoch 1970 | loss: 0.0311866 | val_loss: 0.0311855 | Time: 1427.68 ms [2021-10-06 14:59:53 main:581] : INFO : Epoch 1971 | loss: 0.0311861 | val_loss: 0.031187 | Time: 1418.8 ms [2021-10-06 14:59:54 main:581] : INFO : Epoch 1972 | loss: 0.031188 | val_loss: 0.0311904 | Time: 1420.28 ms [2021-10-06 14:59:56 main:581] : INFO : Epoch 1973 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 1476.04 ms [2021-10-06 14:59:57 main:581] : INFO : Epoch 1974 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 1445.64 ms [2021-10-06 14:59:59 main:581] : INFO : Epoch 1975 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 1452.54 ms [2021-10-06 15:00:00 main:581] : INFO : Epoch 1976 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 1467.39 ms [2021-10-06 15:00:01 main:581] : INFO : Epoch 1977 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 1463.44 ms [2021-10-06 15:00:03 main:581] : INFO : Epoch 1978 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1459.22 ms [2021-10-06 15:00:04 main:581] : INFO : Epoch 1979 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 1460.56 ms [2021-10-06 15:00:06 main:581] : INFO : Epoch 1980 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 1448.61 ms [2021-10-06 15:00:07 main:581] : INFO : Epoch 1981 | loss: 0.031187 | val_loss: 0.0311858 | Time: 1485.02 ms [2021-10-06 15:00:09 main:581] : INFO : Epoch 1982 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 1432.44 ms [2021-10-06 15:00:10 main:581] : INFO : Epoch 1983 | loss: 0.0311885 | val_loss: 0.031192 | Time: 1429.13 ms [2021-10-06 15:00:12 main:581] : INFO : Epoch 1984 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 1441.22 ms [2021-10-06 15:00:13 main:581] : INFO : Epoch 1985 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 1428.94 ms [2021-10-06 15:00:15 main:581] : INFO : Epoch 1986 | loss: 0.0311867 | val_loss: 0.031189 | Time: 1443.59 ms [2021-10-06 15:00:16 main:581] : INFO : Epoch 1987 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1449.7 ms [2021-10-06 15:00:17 main:581] : INFO : Epoch 1988 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 1447.13 ms [2021-10-06 15:00:19 main:581] : INFO : Epoch 1989 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 1461.74 ms [2021-10-06 15:00:20 main:581] : INFO : Epoch 1990 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1438.57 ms [2021-10-06 15:00:22 main:581] : INFO : Epoch 1991 | loss: 0.0311866 | val_loss: 0.0311878 | Time: 1441.44 ms [2021-10-06 15:00:23 main:581] : INFO : Epoch 1992 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 1431.55 ms [2021-10-06 15:00:25 main:581] : INFO : Epoch 1993 | loss: 0.0311861 | val_loss: 0.031185 | Time: 1437.4 ms [2021-10-06 15:00:26 main:581] : INFO : Epoch 1994 | loss: 0.0311858 | val_loss: 0.0311861 | Time: 1441.75 ms [2021-10-06 15:00:28 main:581] : INFO : Epoch 1995 | loss: 0.031188 | val_loss: 0.0311959 | Time: 1428.71 ms [2021-10-06 15:00:29 main:581] : INFO : Epoch 1996 | loss: 0.0311892 | val_loss: 0.0311861 | Time: 1446.92 ms [2021-10-06 15:00:30 main:581] : INFO : Epoch 1997 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 1444.85 ms [2021-10-06 15:00:32 main:581] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 1459.3 ms [2021-10-06 15:00:33 main:581] : INFO : Epoch 1999 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 1435.86 ms [2021-10-06 15:00:35 main:581] : INFO : Epoch 2000 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 1454.55 ms [2021-10-06 15:00:36 main:581] : INFO : Epoch 2001 | loss: 0.0311875 | val_loss: 0.0311891 | Time: 1454.08 ms [2021-10-06 15:00:38 main:581] : INFO : Epoch 2002 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 1477.91 ms [2021-10-06 15:00:39 main:581] : INFO : Epoch 2003 | loss: 0.031185 | val_loss: 0.0311858 | Time: 1464.56 ms [2021-10-06 15:00:41 main:581] : INFO : Epoch 2004 | loss: 0.0311844 | val_loss: 0.031186 | Time: 1456.47 ms [2021-10-06 15:00:42 main:581] : INFO : Epoch 2005 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 1434.05 ms [2021-10-06 15:00:43 main:581] : INFO : Epoch 2006 | loss: 0.0311849 | val_loss: 0.031188 | Time: 1441.99 ms [2021-10-06 15:00:45 main:581] : INFO : Epoch 2007 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 1472.33 ms [2021-10-06 15:00:46 main:581] : INFO : Epoch 2008 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 1413.33 ms [2021-10-06 15:00:48 main:581] : INFO : Epoch 2009 | loss: 0.0311852 | val_loss: 0.0311868 | Time: 1442.77 ms [2021-10-06 15:00:49 main:581] : INFO : Epoch 2010 | loss: 0.0311863 | val_loss: 0.0311915 | Time: 1439.27 ms [2021-10-06 15:00:51 main:581] : INFO : Epoch 2011 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1448.7 ms [2021-10-06 15:00:52 main:581] : INFO : Epoch 2012 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 1449.63 ms [2021-10-06 15:00:54 main:581] : INFO : Epoch 2013 | loss: 0.0311843 | val_loss: 0.031186 | Time: 1445.34 ms [2021-10-06 15:00:55 main:581] : INFO : Epoch 2014 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 1471.24 ms [2021-10-06 15:00:57 main:581] : INFO : Epoch 2015 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1455.37 ms [2021-10-06 15:00:58 main:581] : INFO : Epoch 2016 | loss: 0.0311862 | val_loss: 0.0311929 | Time: 1495.41 ms [2021-10-06 15:00:59 main:581] : INFO : Epoch 2017 | loss: 0.0311857 | val_loss: 0.0311864 | Time: 1442.53 ms [2021-10-06 15:01:01 main:581] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311863 | Time: 1467.17 ms [2021-10-06 15:01:02 main:581] : INFO : Epoch 2019 | loss: 0.0311844 | val_loss: 0.0311859 | Time: 1436.41 ms [2021-10-06 15:01:04 main:581] : INFO : Epoch 2020 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 1438.25 ms [2021-10-06 15:01:05 main:581] : INFO : Epoch 2021 | loss: 0.0311844 | val_loss: 0.031187 | Time: 1447.21 ms [2021-10-06 15:01:07 main:581] : INFO : Epoch 2022 | loss: 0.031185 | val_loss: 0.0311858 | Time: 1443.49 ms [2021-10-06 15:01:08 main:581] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0311972 | Time: 1445.93 ms [2021-10-06 15:01:10 main:581] : INFO : Epoch 2024 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 1457.66 ms [2021-10-06 15:01:11 main:581] : INFO : Epoch 2025 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 1438.54 ms [2021-10-06 15:01:13 main:581] : INFO : Epoch 2026 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 1478.23 ms [2021-10-06 15:01:14 main:581] : INFO : Epoch 2027 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 1446.79 ms [2021-10-06 15:01:15 main:581] : INFO : Epoch 2028 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 1448.09 ms [2021-10-06 15:01:17 main:581] : INFO : Epoch 2029 | loss: 0.0311839 | val_loss: 0.0311853 | Time: 1453.14 ms [2021-10-06 15:01:18 main:581] : INFO : Epoch 2030 | loss: 0.0311838 | val_loss: 0.031187 | Time: 1443.1 ms [2021-10-06 15:01:20 main:581] : INFO : Epoch 2031 | loss: 0.0311839 | val_loss: 0.031187 | Time: 1449 ms [2021-10-06 15:01:21 main:581] : INFO : Epoch 2032 | loss: 0.0311849 | val_loss: 0.0311863 | Time: 1474.76 ms [2021-10-06 15:01:23 main:581] : INFO : Epoch 2033 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1482.95 ms [2021-10-06 15:01:24 main:581] : INFO : Epoch 2034 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1444.8 ms [2021-10-06 15:01:26 main:581] : INFO : Epoch 2035 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1471.9 ms [2021-10-06 15:01:27 main:581] : INFO : Epoch 2036 | loss: 0.0311843 | val_loss: 0.031188 | Time: 1481.5 ms [2021-10-06 15:01:29 main:581] : INFO : Epoch 2037 | loss: 0.0311875 | val_loss: 0.0311863 | Time: 1449.01 ms [2021-10-06 15:01:30 main:581] : INFO : Epoch 2038 | loss: 0.03119 | val_loss: 0.0311893 | Time: 1474.3 ms [2021-10-06 15:01:31 main:581] : INFO : Epoch 2039 | loss: 0.0311912 | val_loss: 0.0311877 | Time: 1449.3 ms [2021-10-06 15:01:33 main:581] : INFO : Epoch 2040 | loss: 0.0311918 | val_loss: 0.0311875 | Time: 1455.85 ms [2021-10-06 15:01:34 main:581] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.0311866 | Time: 1452.54 ms [2021-10-06 15:01:36 main:581] : INFO : Epoch 2042 | loss: 0.0311908 | val_loss: 0.0311867 | Time: 1453.41 ms [2021-10-06 15:01:37 main:581] : INFO : Epoch 2043 | loss: 0.0311908 | val_loss: 0.0311857 | Time: 1458.67 ms [2021-10-06 15:01:39 main:581] : INFO : Epoch 2044 | loss: 0.0311905 | val_loss: 0.0311854 | Time: 1477.31 ms [2021-10-06 15:01:40 main:581] : INFO : Epoch 2045 | loss: 0.0311902 | val_loss: 0.031186 | Time: 1434.31 ms [2021-10-06 15:01:42 main:581] : INFO : Epoch 2046 | loss: 0.0311916 | val_loss: 0.0311892 | Time: 1460.08 ms [2021-10-06 15:01:43 main:581] : INFO : Epoch 2047 | loss: 0.0311888 | val_loss: 0.0311858 | Time: 1460.2 ms [2021-10-06 15:01:45 main:581] : INFO : Epoch 2048 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 1446.45 ms [2021-10-06 15:01:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311887 [2021-10-06 15:01:45 main:610] : INFO : Saving end state to config to file [2021-10-06 15:01:45 main:615] : INFO : Success, exiting.. 15:01:45 (3774947): 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)